warning: commands will be executed using /bin/sh
job 6033 at Thu Nov 12 08:32:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse42-151111/YutaMouse42-151111
ElecNo	3
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 4.88 and 7.32 GB of RAM.
Memory request: 2.44 GB would take us to total of 2.44 GB.
----------------------------------------------------------
Loaded 1358335 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 0.81 GB would take us to total of 3.25 GB.
------ Running on subset of 452778 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 16 (4485 points): Lose 411.416991 but Gain 2116.263048
Iteration 0F (42.280000 sec): 19 clusters
  Score: Raw -28968246.549994 + Penalty 38092.734863 = -28930153.815131
  nChanged 426760
Iteration 1F (60.280000 sec): 19 clusters
  Score: Raw -32562129.593811 + Penalty 38092.734863 = -32524036.858948
  nChanged 205676
Iteration 2F (78.660000 sec): 19 clusters
  Score: Raw -33397936.835923 + Penalty 38092.734863 = -33359844.101060
  nChanged 120159
Iteration 3F (97.890000 sec): 19 clusters
  Score: Raw -33807064.047452 + Penalty 38092.734863 = -33768971.312589
  nChanged 68392
Iteration 4F (116.000000 sec): 19 clusters
  Score: Raw -33947067.660461 + Penalty 38092.734863 = -33908974.925598
  nChanged 46670
Iteration 5F (133.870000 sec): 19 clusters
  Score: Raw -34037633.207500 + Penalty 38092.734863 = -33999540.472637
  nChanged 34505
Iteration 6F (151.140000 sec): 19 clusters
  Score: Raw -34091983.745978 + Penalty 38092.734863 = -34053891.011115
  nChanged 27584
Iteration 7F (165.860000 sec): 19 clusters
  Score: Raw -34138266.860671 + Penalty 38092.734863 = -34100174.125808
  nChanged 22751
Iteration 8F (179.050000 sec): 19 clusters
  Score: Raw -34221805.965333 + Penalty 38092.734863 = -34183713.230470
  nChanged 18981
Iteration 9Q (189.260000 sec): 19 clusters
  Score: Raw -34270250.713097 + Penalty 38092.734863 = -34232157.978234
  nChanged 14507
Iteration 10Q (199.610000 sec): 19 clusters
  Score: Raw -34294218.983188 + Penalty 38092.734863 = -34256126.248325
  nChanged 11409
Iteration 11Q (209.490000 sec): 19 clusters
  Score: Raw -34318478.093186 + Penalty 38092.734863 = -34280385.358323
  nChanged 8408
Iteration 12Q (218.690000 sec): 19 clusters
  Score: Raw -34331205.657343 + Penalty 38092.734863 = -34293112.922480
  nChanged 6619
Iteration 13Q (228.560000 sec): 19 clusters
  Score: Raw -34356302.978426 + Penalty 38092.734863 = -34318210.243563
  nChanged 5222
Iteration 14Q (237.930000 sec): 19 clusters
  Score: Raw -34359193.287904 + Penalty 38092.734863 = -34321100.553041
  nChanged 3726
Iteration 15Q (248.370000 sec): 19 clusters
  Score: Raw -34361138.707872 + Penalty 38092.734863 = -34323045.973009
  nChanged 2843
Iteration 16Q (257.780000 sec): 19 clusters
  Score: Raw -34362525.742864 + Penalty 38092.734863 = -34324433.008001
  nChanged 2460
Iteration 17Q (266.300000 sec): 19 clusters
  Score: Raw -34363682.866422 + Penalty 38092.734863 = -34325590.131559
  nChanged 2328
Iteration 18Q (275.720000 sec): 19 clusters
  Score: Raw -34364759.519549 + Penalty 38092.734863 = -34326666.784686
  nChanged 2390
Iteration 19Q (284.680000 sec): 19 clusters
  Score: Raw -34365775.625090 + Penalty 38092.734863 = -34327682.890227
  nChanged 2318
Writing temp clu file 
Because OldScore, -34326666.784686, is greater than current (better) Score,-34327682.890227 
 Compute initial score before splitting:   Score: Raw -34365775.625090 + Penalty 38092.734863 = -34327682.890227
Memory request: 0.01 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (7628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (284.900000 sec): 2 clusters
  Score: Raw -578037.109200 + Penalty 1452.681907 = -576584.427293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (285.080000 sec): 3 clusters
  Score: Raw -573971.169942 + Penalty 2905.363814 = -571065.806128
  nChanged 3255
		SP:Iteration 1F (285.280000 sec): 3 clusters
  Score: Raw -576683.394137 + Penalty 2905.363814 = -573778.030323
  nChanged 921
		SP:Iteration 2F (285.480000 sec): 3 clusters
  Score: Raw -578063.046417 + Penalty 2905.363814 = -575157.682603
  nChanged 839
		SP:Iteration 3F (285.700000 sec): 3 clusters
  Score: Raw -579330.647128 + Penalty 2905.363814 = -576425.283314
  nChanged 682
		SP:Iteration 4F (285.940000 sec): 3 clusters
  Score: Raw -580441.864604 + Penalty 2905.363814 = -577536.500789
  nChanged 499
		SP:Iteration 5F (286.160000 sec): 3 clusters
  Score: Raw -581113.593513 + Penalty 2905.363814 = -578208.229698
  nChanged 326
		SP:Iteration 6Q (286.340000 sec): 3 clusters
  Score: Raw -581502.040632 + Penalty 2905.363814 = -578596.676817
  nChanged 195
		SP:Iteration 7Q (286.520000 sec): 3 clusters
  Score: Raw -581664.223320 + Penalty 2905.363814 = -578758.859506
  nChanged 94
		SP:Iteration 8Q (286.740000 sec): 3 clusters
  Score: Raw -581740.496256 + Penalty 2905.363814 = -578835.132442
  nChanged 73
		SP:Iteration 9Q (286.900000 sec): 3 clusters
  Score: Raw -581786.478059 + Penalty 2905.363814 = -578881.114245
  nChanged 46
		SP:Iteration 10Q (287.150000 sec): 3 clusters
  Score: Raw -581805.513659 + Penalty 2905.363814 = -578900.149844
  nChanged 41
		SP:Iteration 11Q (287.320000 sec): 3 clusters
  Score: Raw -581821.868088 + Penalty 2905.363814 = -578916.504274
  nChanged 29
		SP:Iteration 12Q (287.510000 sec): 3 clusters
  Score: Raw -581831.764006 + Penalty 2905.363814 = -578926.400192
  nChanged 26
		SP:Iteration 13Q (287.760000 sec): 3 clusters
  Score: Raw -581842.804859 + Penalty 2905.363814 = -578937.441045
  nChanged 17
		SP:Iteration 14Q (287.940000 sec): 3 clusters
  Score: Raw -581849.008194 + Penalty 2905.363814 = -578943.644380
  nChanged 17
		SP:Iteration 15Q (288.140000 sec): 3 clusters
  Score: Raw -581855.428817 + Penalty 2905.363814 = -578950.065003
  nChanged 17
		SP:Iteration 16Q (288.360000 sec): 3 clusters
  Score: Raw -581867.433940 + Penalty 2905.363814 = -578962.070126
  nChanged 28
		SP:Iteration 17Q (288.600000 sec): 3 clusters
  Score: Raw -581893.910130 + Penalty 2905.363814 = -578988.546316
  nChanged 25
		SP:Iteration 18Q (288.750000 sec): 3 clusters
  Score: Raw -581911.980232 + Penalty 2905.363814 = -579006.616418
  nChanged 23
		SP:Iteration 19Q (288.960000 sec): 3 clusters
  Score: Raw -581929.007359 + Penalty 2905.363814 = -579023.643545
  nChanged 17
		SP:Iteration 20F (289.170000 sec): 3 clusters
  Score: Raw -581943.520237 + Penalty 2905.363814 = -579038.156423
  nChanged 16
		SP:Iteration 21Q (289.360000 sec): 3 clusters
  Score: Raw -581949.232343 + Penalty 2905.363814 = -579043.868529
  nChanged 8
		SP:Iteration 22Q (289.540000 sec): 3 clusters
  Score: Raw -581952.993720 + Penalty 2905.363814 = -579047.629906
  nChanged 10
		SP:Iteration 23Q (289.730000 sec): 3 clusters
  Score: Raw -581955.473628 + Penalty 2905.363814 = -579050.109814
  nChanged 5
		SP:Iteration 24Q (289.950000 sec): 3 clusters
  Score: Raw -581958.713196 + Penalty 2905.363814 = -579053.349381
  nChanged 5
		SP:Iteration 25Q (290.150000 sec): 3 clusters
  Score: Raw -581960.023983 + Penalty 2905.363814 = -579054.660169
  nChanged 2
		SP:Iteration 26Q (290.380000 sec): 3 clusters
  Score: Raw -581960.352853 + Penalty 2905.363814 = -579054.989039
  nChanged 3
		SP:Iteration 27Q (290.570000 sec): 3 clusters
  Score: Raw -581960.596135 + Penalty 2905.363814 = -579055.232321
  nChanged 0
		SP:Iteration 28F (290.760000 sec): 3 clusters
  Score: Raw -581960.596135 + Penalty 2905.363814 = -579055.232321
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 16.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (14375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (290.910000 sec): 2 clusters
  Score: Raw -1111580.618710 + Penalty 1555.652453 = -1110024.966257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (291.150000 sec): 3 clusters
  Score: Raw -1103276.968301 + Penalty 3111.304906 = -1100165.663395
  nChanged 6458
		SP:Iteration 1F (291.380000 sec): 3 clusters
  Score: Raw -1109294.983385 + Penalty 3111.304906 = -1106183.678478
  nChanged 1922
		SP:Iteration 2F (291.670000 sec): 3 clusters
  Score: Raw -1113203.528089 + Penalty 3111.304906 = -1110092.223182
  nChanged 1819
		SP:Iteration 3F (291.870000 sec): 3 clusters
  Score: Raw -1117063.943470 + Penalty 3111.304906 = -1113952.638564
  nChanged 1304
		SP:Iteration 4F (292.120000 sec): 3 clusters
  Score: Raw -1120171.239266 + Penalty 3111.304906 = -1117059.934359
  nChanged 805
		SP:Iteration 5F (292.380000 sec): 3 clusters
  Score: Raw -1121301.066504 + Penalty 3111.304906 = -1118189.761598
  nChanged 472
		SP:Iteration 6Q (292.630000 sec): 3 clusters
  Score: Raw -1121982.199200 + Penalty 3111.304906 = -1118870.894294
  nChanged 342
		SP:Iteration 7Q (292.820000 sec): 3 clusters
  Score: Raw -1122629.783976 + Penalty 3111.304906 = -1119518.479069
  nChanged 208
		SP:Iteration 8Q (293.110000 sec): 3 clusters
  Score: Raw -1122973.387400 + Penalty 3111.304906 = -1119862.082494
  nChanged 104
		SP:Iteration 9Q (293.330000 sec): 3 clusters
  Score: Raw -1123040.887387 + Penalty 3111.304906 = -1119929.582481
  nChanged 69
		SP:Iteration 10Q (293.550000 sec): 3 clusters
  Score: Raw -1123086.376879 + Penalty 3111.304906 = -1119975.071973
  nChanged 66
		SP:Iteration 11Q (293.790000 sec): 3 clusters
  Score: Raw -1123132.630826 + Penalty 3111.304906 = -1120021.325919
  nChanged 58
		SP:Iteration 12Q (294.020000 sec): 3 clusters
  Score: Raw -1123169.152079 + Penalty 3111.304906 = -1120057.847172
  nChanged 54
		SP:Iteration 13Q (294.290000 sec): 3 clusters
  Score: Raw -1123200.993143 + Penalty 3111.304906 = -1120089.688236
  nChanged 60
		SP:Iteration 14Q (294.540000 sec): 3 clusters
  Score: Raw -1123233.167467 + Penalty 3111.304906 = -1120121.862561
  nChanged 49
		SP:Iteration 15Q (294.800000 sec): 3 clusters
  Score: Raw -1123259.760605 + Penalty 3111.304906 = -1120148.455699
  nChanged 53
		SP:Iteration 16Q (295.030000 sec): 3 clusters
  Score: Raw -1123292.388154 + Penalty 3111.304906 = -1120181.083248
  nChanged 50
		SP:Iteration 17Q (295.270000 sec): 3 clusters
  Score: Raw -1123329.622354 + Penalty 3111.304906 = -1120218.317448
  nChanged 53
		SP:Iteration 18Q (295.490000 sec): 3 clusters
  Score: Raw -1123398.152344 + Penalty 3111.304906 = -1120286.847438
  nChanged 82
		SP:Iteration 19Q (295.740000 sec): 3 clusters
  Score: Raw -1123587.860888 + Penalty 3111.304906 = -1120476.555982
  nChanged 103
		SP:Iteration 20F (295.990000 sec): 3 clusters
  Score: Raw -1123945.309153 + Penalty 3111.304906 = -1120834.004246
  nChanged 105
		SP:Iteration 21Q (296.220000 sec): 3 clusters
  Score: Raw -1124261.668493 + Penalty 3111.304906 = -1121150.363586
  nChanged 65
		SP:Iteration 22Q (296.480000 sec): 3 clusters
  Score: Raw -1124360.864667 + Penalty 3111.304906 = -1121249.559760
  nChanged 45
		SP:Iteration 23Q (296.690000 sec): 3 clusters
  Score: Raw -1124394.649957 + Penalty 3111.304906 = -1121283.345051
  nChanged 24
		SP:Iteration 24Q (296.930000 sec): 3 clusters
  Score: Raw -1124405.746581 + Penalty 3111.304906 = -1121294.441675
  nChanged 12
		SP:Iteration 25Q (297.150000 sec): 3 clusters
  Score: Raw -1124412.614872 + Penalty 3111.304906 = -1121301.309965
  nChanged 10
		SP:Iteration 26Q (297.370000 sec): 3 clusters
  Score: Raw -1124418.071701 + Penalty 3111.304906 = -1121306.766795
  nChanged 8
		SP:Iteration 27Q (297.590000 sec): 3 clusters
  Score: Raw -1124422.984544 + Penalty 3111.304906 = -1121311.679638
  nChanged 7
		SP:Iteration 28Q (297.790000 sec): 3 clusters
  Score: Raw -1124425.942144 + Penalty 3111.304906 = -1121314.637238
  nChanged 5
		SP:Iteration 29Q (298.020000 sec): 3 clusters
  Score: Raw -1124427.202212 + Penalty 3111.304906 = -1121315.897306
  nChanged 4
		SP:Iteration 30Q (298.310000 sec): 3 clusters
  Score: Raw -1124428.036696 + Penalty 3111.304906 = -1121316.731790
  nChanged 3
		SP:Iteration 31Q (298.550000 sec): 3 clusters
  Score: Raw -1124429.316364 + Penalty 3111.304906 = -1121318.011457
  nChanged 2
		SP:Iteration 32Q (298.760000 sec): 3 clusters
  Score: Raw -1124430.099385 + Penalty 3111.304906 = -1121318.794478
  nChanged 2
		SP:Iteration 33Q (299.010000 sec): 3 clusters
  Score: Raw -1124430.495019 + Penalty 3111.304906 = -1121319.190113
  nChanged 2
		SP:Iteration 34Q (299.240000 sec): 3 clusters
  Score: Raw -1124431.022327 + Penalty 3111.304906 = -1121319.717421
  nChanged 3
		SP:Iteration 35Q (299.450000 sec): 3 clusters
  Score: Raw -1124431.403013 + Penalty 3111.304906 = -1121320.098106
  nChanged 0
		SP:Iteration 36F (299.650000 sec): 3 clusters
  Score: Raw -1124431.403013 + Penalty 3111.304906 = -1121320.098106
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (10925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (299.800000 sec): 2 clusters
  Score: Raw -754833.142075 + Penalty 1511.056466 = -753322.085609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (300.050000 sec): 3 clusters
  Score: Raw -748714.602596 + Penalty 3022.112931 = -745692.489665
  nChanged 4780
		SP:Iteration 1F (300.320000 sec): 3 clusters
  Score: Raw -752011.555950 + Penalty 3022.112931 = -748989.443018
  nChanged 1217
		SP:Iteration 2F (300.590000 sec): 3 clusters
  Score: Raw -754089.447069 + Penalty 3022.112931 = -751067.334138
  nChanged 1320
		SP:Iteration 3F (300.830000 sec): 3 clusters
  Score: Raw -756423.787239 + Penalty 3022.112931 = -753401.674308
  nChanged 1116
		SP:Iteration 4F (301.070000 sec): 3 clusters
  Score: Raw -758083.762271 + Penalty 3022.112931 = -755061.649340
  nChanged 806
		SP:Iteration 5F (301.300000 sec): 3 clusters
  Score: Raw -759559.099635 + Penalty 3022.112931 = -756536.986704
  nChanged 607
		SP:Iteration 6F (301.580000 sec): 3 clusters
  Score: Raw -761002.041684 + Penalty 3022.112931 = -757979.928753
  nChanged 498
		SP:Iteration 7Q (301.800000 sec): 3 clusters
  Score: Raw -762538.143893 + Penalty 3022.112931 = -759516.030962
  nChanged 451
		SP:Iteration 8Q (302.060000 sec): 3 clusters
  Score: Raw -764315.653153 + Penalty 3022.112931 = -761293.540221
  nChanged 356
		SP:Iteration 9Q (302.260000 sec): 3 clusters
  Score: Raw -765764.241740 + Penalty 3022.112931 = -762742.128809
  nChanged 201
		SP:Iteration 10Q (302.470000 sec): 3 clusters
  Score: Raw -765938.029832 + Penalty 3022.112931 = -762915.916901
  nChanged 83
		SP:Iteration 11Q (302.650000 sec): 3 clusters
  Score: Raw -765970.334687 + Penalty 3022.112931 = -762948.221755
  nChanged 30
		SP:Iteration 12Q (302.910000 sec): 3 clusters
  Score: Raw -765975.195840 + Penalty 3022.112931 = -762953.082908
  nChanged 17
		SP:Iteration 13Q (303.140000 sec): 3 clusters
  Score: Raw -765977.508267 + Penalty 3022.112931 = -762955.395335
  nChanged 7
		SP:Iteration 14Q (303.360000 sec): 3 clusters
  Score: Raw -765978.433660 + Penalty 3022.112931 = -762956.320728
  nChanged 4
		SP:Iteration 15Q (303.570000 sec): 3 clusters
  Score: Raw -765979.022638 + Penalty 3022.112931 = -762956.909706
  nChanged 3
		SP:Iteration 16Q (303.830000 sec): 3 clusters
  Score: Raw -765979.444846 + Penalty 3022.112931 = -762957.331915
  nChanged 2
		SP:Iteration 17Q (304.050000 sec): 3 clusters
  Score: Raw -765979.557264 + Penalty 3022.112931 = -762957.444333
  nChanged 1
		SP:Iteration 18Q (304.340000 sec): 3 clusters
  Score: Raw -765979.622702 + Penalty 3022.112931 = -762957.509771
  nChanged 0
		SP:Iteration 19F (304.600000 sec): 3 clusters
  Score: Raw -765979.622702 + Penalty 3022.112931 = -762957.509771
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (7001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (304.710000 sec): 2 clusters
  Score: Raw -559936.989217 + Penalty 1438.743845 = -558498.245372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (305.000000 sec): 3 clusters
  Score: Raw -556250.487904 + Penalty 2877.487689 = -553373.000214
  nChanged 2968
		SP:Iteration 1F (305.200000 sec): 3 clusters
  Score: Raw -560452.042026 + Penalty 2877.487689 = -557574.554337
  nChanged 1343
		SP:Iteration 2F (305.410000 sec): 3 clusters
  Score: Raw -566336.005232 + Penalty 2877.487689 = -563458.517543
  nChanged 922
		SP:Iteration 3F (305.590000 sec): 3 clusters
  Score: Raw -568626.097987 + Penalty 2877.487689 = -565748.610298
  nChanged 309
		SP:Iteration 4Q (305.800000 sec): 3 clusters
  Score: Raw -569211.148674 + Penalty 2877.487689 = -566333.660984
  nChanged 97
		SP:Iteration 5Q (306.010000 sec): 3 clusters
  Score: Raw -569382.723434 + Penalty 2877.487689 = -566505.235745
  nChanged 46
		SP:Iteration 6Q (306.180000 sec): 3 clusters
  Score: Raw -569459.356597 + Penalty 2877.487689 = -566581.868908
  nChanged 23
		SP:Iteration 7Q (306.360000 sec): 3 clusters
  Score: Raw -569495.440717 + Penalty 2877.487689 = -566617.953027
  nChanged 17
		SP:Iteration 8Q (306.610000 sec): 3 clusters
  Score: Raw -569516.230022 + Penalty 2877.487689 = -566638.742333
  nChanged 7
		SP:Iteration 9Q (306.800000 sec): 3 clusters
  Score: Raw -569526.764497 + Penalty 2877.487689 = -566649.276808
  nChanged 4
		SP:Iteration 10Q (306.980000 sec): 3 clusters
  Score: Raw -569530.154197 + Penalty 2877.487689 = -566652.666507
  nChanged 2
		SP:Iteration 11Q (307.160000 sec): 3 clusters
  Score: Raw -569530.435594 + Penalty 2877.487689 = -566652.947905
  nChanged 0
		SP:Iteration 12F (307.350000 sec): 3 clusters
  Score: Raw -569530.435594 + Penalty 2877.487689 = -566652.947905
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (9562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (307.520000 sec): 2 clusters
  Score: Raw -553010.475319 + Penalty 1489.402231 = -551521.073088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (307.700000 sec): 3 clusters
  Score: Raw -548045.873588 + Penalty 2978.804461 = -545067.069127
  nChanged 4335
		SP:Iteration 1F (307.920000 sec): 3 clusters
  Score: Raw -558285.150393 + Penalty 2978.804461 = -555306.345932
  nChanged 1433
		SP:Iteration 2F (308.150000 sec): 3 clusters
  Score: Raw -561362.272160 + Penalty 2978.804461 = -558383.467699
  nChanged 668
		SP:Iteration 3F (308.380000 sec): 3 clusters
  Score: Raw -562647.032593 + Penalty 2978.804461 = -559668.228132
  nChanged 468
		SP:Iteration 4Q (308.580000 sec): 3 clusters
  Score: Raw -563308.745976 + Penalty 2978.804461 = -560329.941515
  nChanged 360
		SP:Iteration 5Q (308.790000 sec): 3 clusters
  Score: Raw -563848.913458 + Penalty 2978.804461 = -560870.108996
  nChanged 333
		SP:Iteration 6Q (309.030000 sec): 3 clusters
  Score: Raw -564302.770884 + Penalty 2978.804461 = -561323.966422
  nChanged 306
		SP:Iteration 7Q (309.190000 sec): 3 clusters
  Score: Raw -564686.038750 + Penalty 2978.804461 = -561707.234288
  nChanged 281
		SP:Iteration 8Q (309.410000 sec): 3 clusters
  Score: Raw -565066.099797 + Penalty 2978.804461 = -562087.295336
  nChanged 281
		SP:Iteration 9Q (309.650000 sec): 3 clusters
  Score: Raw -565524.691061 + Penalty 2978.804461 = -562545.886599
  nChanged 264
		SP:Iteration 10Q (309.860000 sec): 3 clusters
  Score: Raw -565927.727693 + Penalty 2978.804461 = -562948.923231
  nChanged 228
		SP:Iteration 11Q (310.080000 sec): 3 clusters
  Score: Raw -566234.275370 + Penalty 2978.804461 = -563255.470908
  nChanged 220
		SP:Iteration 12Q (310.300000 sec): 3 clusters
  Score: Raw -566493.802488 + Penalty 2978.804461 = -563514.998026
  nChanged 166
		SP:Iteration 13Q (310.560000 sec): 3 clusters
  Score: Raw -566684.993797 + Penalty 2978.804461 = -563706.189336
  nChanged 112
		SP:Iteration 14Q (310.730000 sec): 3 clusters
  Score: Raw -566792.817803 + Penalty 2978.804461 = -563814.013342
  nChanged 74
		SP:Iteration 15Q (310.940000 sec): 3 clusters
  Score: Raw -566855.785449 + Penalty 2978.804461 = -563876.980987
  nChanged 47
		SP:Iteration 16Q (311.110000 sec): 3 clusters
  Score: Raw -566897.878738 + Penalty 2978.804461 = -563919.074277
  nChanged 45
		SP:Iteration 17Q (311.310000 sec): 3 clusters
  Score: Raw -566926.720777 + Penalty 2978.804461 = -563947.916315
  nChanged 35
		SP:Iteration 18Q (311.560000 sec): 3 clusters
  Score: Raw -566951.139888 + Penalty 2978.804461 = -563972.335427
  nChanged 26
		SP:Iteration 19Q (311.730000 sec): 3 clusters
  Score: Raw -566968.136091 + Penalty 2978.804461 = -563989.331629
  nChanged 25
		SP:Iteration 20F (311.930000 sec): 3 clusters
  Score: Raw -567210.962819 + Penalty 2978.804461 = -564232.158357
  nChanged 150
		SP:Iteration 21Q (312.140000 sec): 3 clusters
  Score: Raw -567713.586608 + Penalty 2978.804461 = -564734.782146
  nChanged 169
		SP:Iteration 22Q (312.380000 sec): 3 clusters
  Score: Raw -568118.187181 + Penalty 2978.804461 = -565139.382720
  nChanged 125
		SP:Iteration 23Q (312.570000 sec): 3 clusters
  Score: Raw -568283.544453 + Penalty 2978.804461 = -565304.739992
  nChanged 85
		SP:Iteration 24Q (312.790000 sec): 3 clusters
  Score: Raw -568386.965419 + Penalty 2978.804461 = -565408.160958
  nChanged 63
		SP:Iteration 25Q (312.970000 sec): 3 clusters
  Score: Raw -568422.809837 + Penalty 2978.804461 = -565444.005375
  nChanged 42
		SP:Iteration 26Q (313.210000 sec): 3 clusters
  Score: Raw -568455.287359 + Penalty 2978.804461 = -565476.482898
  nChanged 28
		SP:Iteration 27Q (313.400000 sec): 3 clusters
  Score: Raw -568471.254604 + Penalty 2978.804461 = -565492.450142
  nChanged 24
		SP:Iteration 28Q (313.620000 sec): 3 clusters
  Score: Raw -568481.419690 + Penalty 2978.804461 = -565502.615228
  nChanged 18
		SP:Iteration 29Q (313.800000 sec): 3 clusters
  Score: Raw -568487.420830 + Penalty 2978.804461 = -565508.616369
  nChanged 13
		SP:Iteration 30Q (314.010000 sec): 3 clusters
  Score: Raw -568490.476634 + Penalty 2978.804461 = -565511.672173
  nChanged 7
		SP:Iteration 31Q (314.260000 sec): 3 clusters
  Score: Raw -568494.274947 + Penalty 2978.804461 = -565515.470486
  nChanged 6
		SP:Iteration 32Q (314.470000 sec): 3 clusters
  Score: Raw -568495.473803 + Penalty 2978.804461 = -565516.669342
  nChanged 4
		SP:Iteration 33Q (314.650000 sec): 3 clusters
  Score: Raw -568495.985466 + Penalty 2978.804461 = -565517.181005
  nChanged 1
		SP:Iteration 34Q (314.870000 sec): 3 clusters
  Score: Raw -568496.074906 + Penalty 2978.804461 = -565517.270445
  nChanged 3
		SP:Iteration 35Q (315.070000 sec): 3 clusters
  Score: Raw -568496.632448 + Penalty 2978.804461 = -565517.827987
  nChanged 3
		SP:Iteration 36Q (315.280000 sec): 3 clusters
  Score: Raw -568496.885204 + Penalty 2978.804461 = -565518.080742
  nChanged 0
		SP:Iteration 37F (315.520000 sec): 3 clusters
  Score: Raw -568529.065214 + Penalty 2978.804461 = -565550.260753
  nChanged 14
		SP:Iteration 38Q (315.690000 sec): 3 clusters
  Score: Raw -568563.864814 + Penalty 2978.804461 = -565585.060352
  nChanged 24
		SP:Iteration 39Q (315.900000 sec): 3 clusters
  Score: Raw -568587.362221 + Penalty 2978.804461 = -565608.557759
  nChanged 21
		SP:Iteration 40F (316.130000 sec): 3 clusters
  Score: Raw -568614.399829 + Penalty 2978.804461 = -565635.595367
  nChanged 33
		SP:Iteration 41Q (316.350000 sec): 3 clusters
  Score: Raw -568655.230611 + Penalty 2978.804461 = -565676.426150
  nChanged 23
		SP:Iteration 42Q (316.550000 sec): 3 clusters
  Score: Raw -568662.121029 + Penalty 2978.804461 = -565683.316567
  nChanged 13
		SP:Iteration 43Q (316.730000 sec): 3 clusters
  Score: Raw -568665.178456 + Penalty 2978.804461 = -565686.373995
  nChanged 7
		SP:Iteration 44Q (316.930000 sec): 3 clusters
  Score: Raw -568666.058518 + Penalty 2978.804461 = -565687.254057
  nChanged 3
		SP:Iteration 45Q (317.110000 sec): 3 clusters
  Score: Raw -568666.304898 + Penalty 2978.804461 = -565687.500436
  nChanged 1
		SP:Iteration 46Q (317.310000 sec): 3 clusters
  Score: Raw -568666.382323 + Penalty 2978.804461 = -565687.577862
  nChanged 0
		SP:Iteration 47F (317.500000 sec): 3 clusters
  Score: Raw -568666.382323 + Penalty 2978.804461 = -565687.577862
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (22021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (317.760000 sec): 2 clusters
  Score: Raw -1655037.545491 + Penalty 1624.959671 = -1653412.585820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (318.000000 sec): 3 clusters
  Score: Raw -1642000.554952 + Penalty 3249.919342 = -1638750.635610
  nChanged 10087
		SP:Iteration 1F (318.310000 sec): 3 clusters
  Score: Raw -1653614.279297 + Penalty 3249.919342 = -1650364.359955
  nChanged 3062
		SP:Iteration 2F (318.550000 sec): 3 clusters
  Score: Raw -1660161.148779 + Penalty 3249.919342 = -1656911.229437
  nChanged 2348
		SP:Iteration 3F (318.830000 sec): 3 clusters
  Score: Raw -1663492.208998 + Penalty 3249.919342 = -1660242.289656
  nChanged 1671
		SP:Iteration 4F (319.080000 sec): 3 clusters
  Score: Raw -1665175.254785 + Penalty 3249.919342 = -1661925.335442
  nChanged 1300
		SP:Iteration 5F (319.390000 sec): 3 clusters
  Score: Raw -1667085.844540 + Penalty 3249.919342 = -1663835.925198
  nChanged 1044
		SP:Iteration 6Q (319.640000 sec): 3 clusters
  Score: Raw -1668817.093739 + Penalty 3249.919342 = -1665567.174397
  nChanged 776
		SP:Iteration 7Q (319.930000 sec): 3 clusters
  Score: Raw -1669760.012901 + Penalty 3249.919342 = -1666510.093558
  nChanged 532
		SP:Iteration 8Q (320.170000 sec): 3 clusters
  Score: Raw -1670207.390185 + Penalty 3249.919342 = -1666957.470842
  nChanged 394
		SP:Iteration 9Q (320.470000 sec): 3 clusters
  Score: Raw -1670494.065659 + Penalty 3249.919342 = -1667244.146317
  nChanged 287
		SP:Iteration 10Q (320.710000 sec): 3 clusters
  Score: Raw -1670727.414444 + Penalty 3249.919342 = -1667477.495101
  nChanged 284
		SP:Iteration 11Q (320.980000 sec): 3 clusters
  Score: Raw -1670971.950671 + Penalty 3249.919342 = -1667722.031329
  nChanged 251
		SP:Iteration 12Q (321.230000 sec): 3 clusters
  Score: Raw -1671150.921009 + Penalty 3249.919342 = -1667901.001666
  nChanged 246
		SP:Iteration 13Q (321.490000 sec): 3 clusters
  Score: Raw -1671303.675445 + Penalty 3249.919342 = -1668053.756103
  nChanged 293
		SP:Iteration 14Q (321.760000 sec): 3 clusters
  Score: Raw -1671499.735030 + Penalty 3249.919342 = -1668249.815688
  nChanged 351
		SP:Iteration 15Q (321.990000 sec): 3 clusters
  Score: Raw -1671798.593944 + Penalty 3249.919342 = -1668548.674601
  nChanged 429
		SP:Iteration 16Q (322.300000 sec): 3 clusters
  Score: Raw -1672180.416174 + Penalty 3249.919342 = -1668930.496831
  nChanged 468
		SP:Iteration 17Q (322.550000 sec): 3 clusters
  Score: Raw -1672583.630387 + Penalty 3249.919342 = -1669333.711045
  nChanged 425
		SP:Iteration 18Q (322.770000 sec): 3 clusters
  Score: Raw -1672869.994832 + Penalty 3249.919342 = -1669620.075489
  nChanged 329
		SP:Iteration 19Q (323.060000 sec): 3 clusters
  Score: Raw -1673034.247645 + Penalty 3249.919342 = -1669784.328303
  nChanged 236
		SP:Iteration 20F (323.310000 sec): 3 clusters
  Score: Raw -1673164.406493 + Penalty 3249.919342 = -1669914.487151
  nChanged 190
		SP:Iteration 21Q (323.600000 sec): 3 clusters
  Score: Raw -1673245.568474 + Penalty 3249.919342 = -1669995.649132
  nChanged 131
		SP:Iteration 22Q (323.880000 sec): 3 clusters
  Score: Raw -1673282.343012 + Penalty 3249.919342 = -1670032.423670
  nChanged 107
		SP:Iteration 23Q (324.130000 sec): 3 clusters
  Score: Raw -1673311.059761 + Penalty 3249.919342 = -1670061.140419
  nChanged 85
		SP:Iteration 24Q (324.410000 sec): 3 clusters
  Score: Raw -1673326.268855 + Penalty 3249.919342 = -1670076.349513
  nChanged 53
		SP:Iteration 25Q (324.670000 sec): 3 clusters
  Score: Raw -1673334.708740 + Penalty 3249.919342 = -1670084.789398
  nChanged 42
		SP:Iteration 26Q (324.970000 sec): 3 clusters
  Score: Raw -1673340.226064 + Penalty 3249.919342 = -1670090.306721
  nChanged 34
		SP:Iteration 27Q (325.270000 sec): 3 clusters
  Score: Raw -1673343.334852 + Penalty 3249.919342 = -1670093.415510
  nChanged 21
		SP:Iteration 28Q (325.530000 sec): 3 clusters
  Score: Raw -1673345.229272 + Penalty 3249.919342 = -1670095.309930
  nChanged 19
		SP:Iteration 29Q (325.820000 sec): 3 clusters
  Score: Raw -1673347.102528 + Penalty 3249.919342 = -1670097.183186
  nChanged 23
		SP:Iteration 30Q (326.080000 sec): 3 clusters
  Score: Raw -1673349.450947 + Penalty 3249.919342 = -1670099.531605
  nChanged 14
		SP:Iteration 31Q (326.370000 sec): 3 clusters
  Score: Raw -1673350.517430 + Penalty 3249.919342 = -1670100.598088
  nChanged 12
		SP:Iteration 32Q (326.680000 sec): 3 clusters
  Score: Raw -1673351.648831 + Penalty 3249.919342 = -1670101.729488
  nChanged 15
		SP:Iteration 33Q (326.940000 sec): 3 clusters
  Score: Raw -1673352.941994 + Penalty 3249.919342 = -1670103.022651
  nChanged 12
		SP:Iteration 34Q (327.230000 sec): 3 clusters
  Score: Raw -1673354.118340 + Penalty 3249.919342 = -1670104.198997
  nChanged 14
		SP:Iteration 35Q (327.480000 sec): 3 clusters
  Score: Raw -1673355.085206 + Penalty 3249.919342 = -1670105.165863
  nChanged 16
		SP:Iteration 36Q (327.780000 sec): 3 clusters
  Score: Raw -1673356.644291 + Penalty 3249.919342 = -1670106.724948
  nChanged 19
		SP:Iteration 37Q (328.090000 sec): 3 clusters
  Score: Raw -1673359.469594 + Penalty 3249.919342 = -1670109.550252
  nChanged 23
		SP:Iteration 38Q (328.400000 sec): 3 clusters
  Score: Raw -1673361.209248 + Penalty 3249.919342 = -1670111.289906
  nChanged 13
		SP:Iteration 39Q (328.680000 sec): 3 clusters
  Score: Raw -1673362.443261 + Penalty 3249.919342 = -1670112.523918
  nChanged 13
		SP:Iteration 40F (328.960000 sec): 3 clusters
  Score: Raw -1673363.889396 + Penalty 3249.919342 = -1670113.970054
  nChanged 21
		SP:Iteration 41Q (329.300000 sec): 3 clusters
  Score: Raw -1673366.396797 + Penalty 3249.919342 = -1670116.477454
  nChanged 23
		SP:Iteration 42Q (329.580000 sec): 3 clusters
  Score: Raw -1673367.955877 + Penalty 3249.919342 = -1670118.036535
  nChanged 11
		SP:Iteration 43Q (329.820000 sec): 3 clusters
  Score: Raw -1673368.688515 + Penalty 3249.919342 = -1670118.769173
  nChanged 9
		SP:Iteration 44Q (330.150000 sec): 3 clusters
  Score: Raw -1673369.158436 + Penalty 3249.919342 = -1670119.239094
  nChanged 7
		SP:Iteration 45Q (330.410000 sec): 3 clusters
  Score: Raw -1673369.927210 + Penalty 3249.919342 = -1670120.007868
  nChanged 6
		SP:Iteration 46Q (330.710000 sec): 3 clusters
  Score: Raw -1673370.302654 + Penalty 3249.919342 = -1670120.383312
  nChanged 7
		SP:Iteration 47Q (331.010000 sec): 3 clusters
  Score: Raw -1673370.840822 + Penalty 3249.919342 = -1670120.921479
  nChanged 3
		SP:Iteration 48Q (331.230000 sec): 3 clusters
  Score: Raw -1673370.967124 + Penalty 3249.919342 = -1670121.047781
  nChanged 2
		SP:Iteration 49Q (331.480000 sec): 3 clusters
  Score: Raw -1673371.119564 + Penalty 3249.919342 = -1670121.200222
  nChanged 1
		SP:Iteration 50Q (331.780000 sec): 3 clusters
  Score: Raw -1673371.187668 + Penalty 3249.919342 = -1670121.268326
  nChanged 3
		SP:Iteration 51Q (332.080000 sec): 3 clusters
  Score: Raw -1673371.413670 + Penalty 3249.919342 = -1670121.494328
  nChanged 3
		SP:Iteration 52Q (332.390000 sec): 3 clusters
  Score: Raw -1673371.614247 + Penalty 3249.919342 = -1670121.694904
  nChanged 3
		SP:Iteration 53Q (332.650000 sec): 3 clusters
  Score: Raw -1673371.849934 + Penalty 3249.919342 = -1670121.930592
  nChanged 4
		SP:Iteration 54Q (332.940000 sec): 3 clusters
  Score: Raw -1673372.112441 + Penalty 3249.919342 = -1670122.193099
  nChanged 1
		SP:Iteration 55Q (333.250000 sec): 3 clusters
  Score: Raw -1673372.166327 + Penalty 3249.919342 = -1670122.246985
  nChanged 1
		SP:Iteration 56Q (333.520000 sec): 3 clusters
  Score: Raw -1673372.560222 + Penalty 3249.919342 = -1670122.640880
  nChanged 1
		SP:Iteration 57Q (333.800000 sec): 3 clusters
  Score: Raw -1673372.682513 + Penalty 3249.919342 = -1670122.763170
  nChanged 2
		SP:Iteration 58Q (334.090000 sec): 3 clusters
  Score: Raw -1673372.735286 + Penalty 3249.919342 = -1670122.815944
  nChanged 0
		SP:Iteration 59F (334.350000 sec): 3 clusters
  Score: Raw -1673372.735286 + Penalty 3249.919342 = -1670122.815944
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (141448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (335.220000 sec): 2 clusters
  Score: Raw -11120462.708789 + Penalty 1927.199209 = -11118535.509581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (335.920000 sec): 3 clusters
  Score: Raw -11027665.621950 + Penalty 3854.398417 = -11023811.223533
  nChanged 68164
		SP:Iteration 1F (336.670000 sec): 3 clusters
  Score: Raw -11071654.347225 + Penalty 3854.398417 = -11067799.948808
  nChanged 8561
		SP:Iteration 2F (337.460000 sec): 3 clusters
  Score: Raw -11076603.686392 + Penalty 3854.398417 = -11072749.287975
  nChanged 9581
		SP:Iteration 3F (338.280000 sec): 3 clusters
  Score: Raw -11083152.323374 + Penalty 3854.398417 = -11079297.924957
  nChanged 9993
		SP:Iteration 4F (339.040000 sec): 3 clusters
  Score: Raw -11090695.267961 + Penalty 3854.398417 = -11086840.869544
  nChanged 9488
		SP:Iteration 5F (339.960000 sec): 3 clusters
  Score: Raw -11098045.966813 + Penalty 3854.398417 = -11094191.568396
  nChanged 8069
		SP:Iteration 6F (340.760000 sec): 3 clusters
  Score: Raw -11104355.819741 + Penalty 3854.398417 = -11100501.421324
  nChanged 6723
		SP:Iteration 7Q (341.590000 sec): 3 clusters
  Score: Raw -11109661.355959 + Penalty 3854.398417 = -11105806.957542
  nChanged 5364
		SP:Iteration 8Q (342.490000 sec): 3 clusters
  Score: Raw -11113740.623780 + Penalty 3854.398417 = -11109886.225363
  nChanged 4087
		SP:Iteration 9Q (343.360000 sec): 3 clusters
  Score: Raw -11116578.803857 + Penalty 3854.398417 = -11112724.405440
  nChanged 3136
		SP:Iteration 10Q (344.210000 sec): 3 clusters
  Score: Raw -11118634.085169 + Penalty 3854.398417 = -11114779.686752
  nChanged 2485
		SP:Iteration 11Q (345.030000 sec): 3 clusters
  Score: Raw -11120190.822666 + Penalty 3854.398417 = -11116336.424249
  nChanged 2032
		SP:Iteration 12Q (345.790000 sec): 3 clusters
  Score: Raw -11121406.594458 + Penalty 3854.398417 = -11117552.196041
  nChanged 1686
		SP:Iteration 13Q (346.580000 sec): 3 clusters
  Score: Raw -11122308.343034 + Penalty 3854.398417 = -11118453.944616
  nChanged 1428
		SP:Iteration 14Q (347.350000 sec): 3 clusters
  Score: Raw -11123015.001551 + Penalty 3854.398417 = -11119160.603134
  nChanged 1196
		SP:Iteration 15Q (348.190000 sec): 3 clusters
  Score: Raw -11123558.650976 + Penalty 3854.398417 = -11119704.252559
  nChanged 980
		SP:Iteration 16Q (348.890000 sec): 3 clusters
  Score: Raw -11123946.775422 + Penalty 3854.398417 = -11120092.377005
  nChanged 884
		SP:Iteration 17Q (349.670000 sec): 3 clusters
  Score: Raw -11124262.141750 + Penalty 3854.398417 = -11120407.743333
  nChanged 804
		SP:Iteration 18Q (350.570000 sec): 3 clusters
  Score: Raw -11124558.363763 + Penalty 3854.398417 = -11120703.965346
  nChanged 762
		SP:Iteration 19Q (351.370000 sec): 3 clusters
  Score: Raw -11124842.909750 + Penalty 3854.398417 = -11120988.511333
  nChanged 698
		SP:Iteration 20F (352.160000 sec): 3 clusters
  Score: Raw -11125091.472936 + Penalty 3854.398417 = -11121237.074519
  nChanged 644
		SP:Iteration 21Q (352.860000 sec): 3 clusters
  Score: Raw -11125316.413830 + Penalty 3854.398417 = -11121462.015413
  nChanged 635
		SP:Iteration 22Q (353.580000 sec): 3 clusters
  Score: Raw -11125564.394037 + Penalty 3854.398417 = -11121709.995620
  nChanged 658
		SP:Iteration 23Q (354.350000 sec): 3 clusters
  Score: Raw -11125865.173494 + Penalty 3854.398417 = -11122010.775077
  nChanged 725
		SP:Iteration 24Q (355.150000 sec): 3 clusters
  Score: Raw -11126267.865678 + Penalty 3854.398417 = -11122413.467261
  nChanged 845
		SP:Iteration 25Q (356.000000 sec): 3 clusters
  Score: Raw -11126667.256794 + Penalty 3854.398417 = -11122812.858377
  nChanged 765
		SP:Iteration 26Q (356.720000 sec): 3 clusters
  Score: Raw -11126883.416425 + Penalty 3854.398417 = -11123029.018008
  nChanged 592
		SP:Iteration 27Q (357.460000 sec): 3 clusters
  Score: Raw -11126990.507211 + Penalty 3854.398417 = -11123136.108793
  nChanged 425
		SP:Iteration 28Q (358.230000 sec): 3 clusters
  Score: Raw -11127043.944450 + Penalty 3854.398417 = -11123189.546033
  nChanged 270
		SP:Iteration 29Q (359.070000 sec): 3 clusters
  Score: Raw -11127073.007194 + Penalty 3854.398417 = -11123218.608777
  nChanged 196
		SP:Iteration 30Q (359.780000 sec): 3 clusters
  Score: Raw -11127090.545396 + Penalty 3854.398417 = -11123236.146979
  nChanged 138
		SP:Iteration 31Q (360.580000 sec): 3 clusters
  Score: Raw -11127098.956663 + Penalty 3854.398417 = -11123244.558246
  nChanged 109
		SP:Iteration 32Q (361.310000 sec): 3 clusters
  Score: Raw -11127105.077493 + Penalty 3854.398417 = -11123250.679076
  nChanged 81
		SP:Iteration 33Q (362.000000 sec): 3 clusters
  Score: Raw -11127114.178241 + Penalty 3854.398417 = -11123259.779824
  nChanged 64
		SP:Iteration 34Q (362.820000 sec): 3 clusters
  Score: Raw -11127116.496767 + Penalty 3854.398417 = -11123262.098350
  nChanged 48
		SP:Iteration 35Q (363.530000 sec): 3 clusters
  Score: Raw -11127118.142239 + Penalty 3854.398417 = -11123263.743822
  nChanged 30
		SP:Iteration 36Q (364.300000 sec): 3 clusters
  Score: Raw -11127119.140276 + Penalty 3854.398417 = -11123264.741859
  nChanged 23
		SP:Iteration 37Q (365.040000 sec): 3 clusters
  Score: Raw -11127120.110946 + Penalty 3854.398417 = -11123265.712529
  nChanged 23
		SP:Iteration 38Q (365.820000 sec): 3 clusters
  Score: Raw -11127120.651308 + Penalty 3854.398417 = -11123266.252891
  nChanged 16
		SP:Iteration 39Q (366.540000 sec): 3 clusters
  Score: Raw -11127121.063851 + Penalty 3854.398417 = -11123266.665434
  nChanged 7
		SP:Iteration 40F (367.310000 sec): 3 clusters
  Score: Raw -11127439.635687 + Penalty 3854.398417 = -11123585.237270
  nChanged 191
		SP:Iteration 41Q (367.980000 sec): 3 clusters
  Score: Raw -11127568.570887 + Penalty 3854.398417 = -11123714.172470
  nChanged 307
		SP:Iteration 42Q (368.600000 sec): 3 clusters
  Score: Raw -11127623.450234 + Penalty 3854.398417 = -11123769.051817
  nChanged 251
		SP:Iteration 43Q (369.310000 sec): 3 clusters
  Score: Raw -11127651.754437 + Penalty 3854.398417 = -11123797.356020
  nChanged 193
		SP:Iteration 44Q (370.090000 sec): 3 clusters
  Score: Raw -11127666.488348 + Penalty 3854.398417 = -11123812.089930
  nChanged 131
		SP:Iteration 45Q (370.830000 sec): 3 clusters
  Score: Raw -11127674.661062 + Penalty 3854.398417 = -11123820.262645
  nChanged 106
		SP:Iteration 46Q (371.550000 sec): 3 clusters
  Score: Raw -11127680.200009 + Penalty 3854.398417 = -11123825.801592
  nChanged 89
		SP:Iteration 47Q (372.350000 sec): 3 clusters
  Score: Raw -11127685.341340 + Penalty 3854.398417 = -11123830.942923
  nChanged 96
		SP:Iteration 48Q (373.050000 sec): 3 clusters
  Score: Raw -11127690.895385 + Penalty 3854.398417 = -11123836.496967
  nChanged 83
		SP:Iteration 49Q (373.710000 sec): 3 clusters
  Score: Raw -11127696.079858 + Penalty 3854.398417 = -11123841.681441
  nChanged 78
		SP:Iteration 50Q (374.510000 sec): 3 clusters
  Score: Raw -11127700.821765 + Penalty 3854.398417 = -11123846.423348
  nChanged 80
		SP:Iteration 51Q (375.270000 sec): 3 clusters
  Score: Raw -11127705.340492 + Penalty 3854.398417 = -11123850.942075
  nChanged 66
		SP:Iteration 52Q (376.050000 sec): 3 clusters
  Score: Raw -11127708.152914 + Penalty 3854.398417 = -11123853.754497
  nChanged 53
		SP:Iteration 53Q (376.840000 sec): 3 clusters
  Score: Raw -11127710.680232 + Penalty 3854.398417 = -11123856.281815
  nChanged 48
		SP:Iteration 54Q (377.560000 sec): 3 clusters
  Score: Raw -11127712.554854 + Penalty 3854.398417 = -11123858.156437
  nChanged 46
		SP:Iteration 55Q (378.350000 sec): 3 clusters
  Score: Raw -11127714.281736 + Penalty 3854.398417 = -11123859.883319
  nChanged 46
		SP:Iteration 56Q (379.140000 sec): 3 clusters
  Score: Raw -11127715.607681 + Penalty 3854.398417 = -11123861.209263
  nChanged 40
		SP:Iteration 57Q (379.960000 sec): 3 clusters
  Score: Raw -11127716.652930 + Penalty 3854.398417 = -11123862.254513
  nChanged 24
		SP:Iteration 58Q (380.750000 sec): 3 clusters
  Score: Raw -11127717.300152 + Penalty 3854.398417 = -11123862.901734
  nChanged 32
		SP:Iteration 59Q (381.610000 sec): 3 clusters
  Score: Raw -11127718.265503 + Penalty 3854.398417 = -11123863.867086
  nChanged 24
		SP:Iteration 60F (382.450000 sec): 3 clusters
  Score: Raw -11127718.861837 + Penalty 3854.398417 = -11123864.463420
  nChanged 16
		SP:Iteration 61Q (383.310000 sec): 3 clusters
  Score: Raw -11127719.245189 + Penalty 3854.398417 = -11123864.846772
  nChanged 13
		SP:Iteration 62Q (384.120000 sec): 3 clusters
  Score: Raw -11127719.633035 + Penalty 3854.398417 = -11123865.234618
  nChanged 11
		SP:Iteration 63Q (384.950000 sec): 3 clusters
  Score: Raw -11127720.062430 + Penalty 3854.398417 = -11123865.664013
  nChanged 12
		SP:Iteration 64Q (385.680000 sec): 3 clusters
  Score: Raw -11127720.316467 + Penalty 3854.398417 = -11123865.918050
  nChanged 7
		SP:Iteration 65Q (386.450000 sec): 3 clusters
  Score: Raw -11127720.467935 + Penalty 3854.398417 = -11123866.069517
  nChanged 8
		SP:Iteration 66Q (387.140000 sec): 3 clusters
  Score: Raw -11127720.615448 + Penalty 3854.398417 = -11123866.217031
  nChanged 7
		SP:Iteration 67Q (387.920000 sec): 3 clusters
  Score: Raw -11127720.763310 + Penalty 3854.398417 = -11123866.364893
  nChanged 7
		SP:Iteration 68Q (388.830000 sec): 3 clusters
  Score: Raw -11127720.868355 + Penalty 3854.398417 = -11123866.469938
  nChanged 4
		SP:Iteration 69Q (389.700000 sec): 3 clusters
  Score: Raw -11127720.936328 + Penalty 3854.398417 = -11123866.537911
  nChanged 1
		SP:Iteration 70Q (390.450000 sec): 3 clusters
  Score: Raw -11127720.950790 + Penalty 3854.398417 = -11123866.552373
  nChanged 1
		SP:Iteration 71Q (391.170000 sec): 3 clusters
  Score: Raw -11127720.968498 + Penalty 3854.398417 = -11123866.570080
  nChanged 2
		SP:Iteration 72Q (391.910000 sec): 3 clusters
  Score: Raw -11127721.002435 + Penalty 3854.398417 = -11123866.604018
  nChanged 4
		SP:Iteration 73Q (392.650000 sec): 3 clusters
  Score: Raw -11127721.067130 + Penalty 3854.398417 = -11123866.668713
  nChanged 3
		SP:Iteration 74Q (393.440000 sec): 3 clusters
  Score: Raw -11127721.109486 + Penalty 3854.398417 = -11123866.711068
  nChanged 2
		SP:Iteration 75Q (394.220000 sec): 3 clusters
  Score: Raw -11127721.143335 + Penalty 3854.398417 = -11123866.744918
  nChanged 5
		SP:Iteration 76Q (395.010000 sec): 3 clusters
  Score: Raw -11127721.222674 + Penalty 3854.398417 = -11123866.824257
  nChanged 2
		SP:Iteration 77Q (395.760000 sec): 3 clusters
  Score: Raw -11127721.258918 + Penalty 3854.398417 = -11123866.860501
  nChanged 5
		SP:Iteration 78Q (396.600000 sec): 3 clusters
  Score: Raw -11127721.370736 + Penalty 3854.398417 = -11123866.972318
  nChanged 3
		SP:Iteration 79Q (397.430000 sec): 3 clusters
  Score: Raw -11127721.434244 + Penalty 3854.398417 = -11123867.035827
  nChanged 1
		SP:Iteration 80F (398.220000 sec): 3 clusters
  Score: Raw -11127721.442824 + Penalty 3854.398417 = -11123867.044407
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (99161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (398.710000 sec): 2 clusters
  Score: Raw -8559605.998027 + Penalty 1869.481262 = -8557736.516766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (399.320000 sec): 3 clusters
  Score: Raw -8495227.854505 + Penalty 3738.962523 = -8491488.891982
  nChanged 47342
		SP:Iteration 1F (399.890000 sec): 3 clusters
  Score: Raw -8524666.913552 + Penalty 3738.962523 = -8520927.951029
  nChanged 5690
		SP:Iteration 2F (400.490000 sec): 3 clusters
  Score: Raw -8527675.326130 + Penalty 3738.962523 = -8523936.363607
  nChanged 6901
		SP:Iteration 3F (401.070000 sec): 3 clusters
  Score: Raw -8531772.228312 + Penalty 3738.962523 = -8528033.265789
  nChanged 7766
		SP:Iteration 4F (401.710000 sec): 3 clusters
  Score: Raw -8537289.702150 + Penalty 3738.962523 = -8533550.739627
  nChanged 7933
		SP:Iteration 5F (402.300000 sec): 3 clusters
  Score: Raw -8543949.551490 + Penalty 3738.962523 = -8540210.588967
  nChanged 7221
		SP:Iteration 6F (402.900000 sec): 3 clusters
  Score: Raw -8550544.137741 + Penalty 3738.962523 = -8546805.175218
  nChanged 5624
		SP:Iteration 7F (403.580000 sec): 3 clusters
  Score: Raw -8555994.330767 + Penalty 3738.962523 = -8552255.368244
  nChanged 3560
		SP:Iteration 8Q (404.190000 sec): 3 clusters
  Score: Raw -8559653.396114 + Penalty 3738.962523 = -8555914.433591
  nChanged 2016
		SP:Iteration 9Q (404.740000 sec): 3 clusters
  Score: Raw -8561951.846342 + Penalty 3738.962523 = -8558212.883819
  nChanged 1163
		SP:Iteration 10Q (405.320000 sec): 3 clusters
  Score: Raw -8563817.115183 + Penalty 3738.962523 = -8560078.152660
  nChanged 648
		SP:Iteration 11Q (406.000000 sec): 3 clusters
  Score: Raw -8564807.323313 + Penalty 3738.962523 = -8561068.360790
  nChanged 422
		SP:Iteration 12Q (406.660000 sec): 3 clusters
  Score: Raw -8565115.573367 + Penalty 3738.962523 = -8561376.610844
  nChanged 248
		SP:Iteration 13Q (407.330000 sec): 3 clusters
  Score: Raw -8565219.079883 + Penalty 3738.962523 = -8561480.117360
  nChanged 154
		SP:Iteration 14Q (407.910000 sec): 3 clusters
  Score: Raw -8565253.728941 + Penalty 3738.962523 = -8561514.766418
  nChanged 73
		SP:Iteration 15Q (408.540000 sec): 3 clusters
  Score: Raw -8565263.857466 + Penalty 3738.962523 = -8561524.894943
  nChanged 46
		SP:Iteration 16Q (409.140000 sec): 3 clusters
  Score: Raw -8565268.210272 + Penalty 3738.962523 = -8561529.247749
  nChanged 26
		SP:Iteration 17Q (409.690000 sec): 3 clusters
  Score: Raw -8565270.066743 + Penalty 3738.962523 = -8561531.104220
  nChanged 8
		SP:Iteration 18Q (410.220000 sec): 3 clusters
  Score: Raw -8565270.418472 + Penalty 3738.962523 = -8561531.455949
  nChanged 6
		SP:Iteration 19Q (410.800000 sec): 3 clusters
  Score: Raw -8565270.699240 + Penalty 3738.962523 = -8561531.736717
  nChanged 3
		SP:Iteration 20F (411.450000 sec): 3 clusters
  Score: Raw -8565270.880500 + Penalty 3738.962523 = -8561531.917977
  nChanged 1
		SP:Iteration 21Q (412.040000 sec): 3 clusters
  Score: Raw -8565270.927333 + Penalty 3738.962523 = -8561531.964810
  nChanged 0
		SP:Iteration 22F (412.600000 sec): 3 clusters
  Score: Raw -8565270.927333 + Penalty 3738.962523 = -8561531.964810
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (3969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (412.720000 sec): 2 clusters
  Score: Raw -266738.679314 + Penalty 1346.518786 = -265392.160528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (412.940000 sec): 3 clusters
  Score: Raw -265034.519271 + Penalty 2693.037572 = -262341.481698
  nChanged 1649
		SP:Iteration 1F (413.090000 sec): 3 clusters
  Score: Raw -268725.506627 + Penalty 2693.037572 = -266032.469055
  nChanged 760
		SP:Iteration 2F (413.320000 sec): 3 clusters
  Score: Raw -272915.061292 + Penalty 2693.037572 = -270222.023720
  nChanged 425
		SP:Iteration 3F (413.480000 sec): 3 clusters
  Score: Raw -274691.306129 + Penalty 2693.037572 = -271998.268556
  nChanged 166
		SP:Iteration 4Q (413.680000 sec): 3 clusters
  Score: Raw -274980.912062 + Penalty 2693.037572 = -272287.874490
  nChanged 91
		SP:Iteration 5Q (413.910000 sec): 3 clusters
  Score: Raw -275229.476618 + Penalty 2693.037572 = -272536.439046
  nChanged 92
		SP:Iteration 6Q (414.100000 sec): 3 clusters
  Score: Raw -275572.638934 + Penalty 2693.037572 = -272879.601362
  nChanged 87
		SP:Iteration 7Q (414.260000 sec): 3 clusters
  Score: Raw -275935.950879 + Penalty 2693.037572 = -273242.913306
  nChanged 98
		SP:Iteration 8Q (414.450000 sec): 3 clusters
  Score: Raw -276239.625038 + Penalty 2693.037572 = -273546.587466
  nChanged 125
		SP:Iteration 9Q (414.620000 sec): 3 clusters
  Score: Raw -276451.857956 + Penalty 2693.037572 = -273758.820384
  nChanged 128
		SP:Iteration 10Q (414.810000 sec): 3 clusters
  Score: Raw -276655.388357 + Penalty 2693.037572 = -273962.350785
  nChanged 145
		SP:Iteration 11Q (415.010000 sec): 3 clusters
  Score: Raw -276880.581877 + Penalty 2693.037572 = -274187.544304
  nChanged 183
		SP:Iteration 12Q (415.190000 sec): 3 clusters
  Score: Raw -277232.159720 + Penalty 2693.037572 = -274539.122148
  nChanged 200
		SP:Iteration 13F (415.370000 sec): 3 clusters
  Score: Raw -277833.860446 + Penalty 2693.037572 = -275140.822874
  nChanged 198
		SP:Iteration 14Q (415.580000 sec): 3 clusters
  Score: Raw -278913.885616 + Penalty 2693.037572 = -276220.848044
  nChanged 75
		SP:Iteration 15Q (415.780000 sec): 3 clusters
  Score: Raw -281035.332638 + Penalty 2693.037572 = -278342.295066
  nChanged 9
		SP:Iteration 16Q (415.970000 sec): 3 clusters
  Score: Raw -281675.246431 + Penalty 2693.037572 = -278982.208859
  nChanged 6
		SP:Iteration 17Q (416.160000 sec): 3 clusters
  Score: Raw -281978.329811 + Penalty 2693.037572 = -279285.292239
  nChanged 2
		SP:Iteration 18Q (416.360000 sec): 3 clusters
  Score: Raw -281989.620401 + Penalty 2693.037572 = -279296.582829
  nChanged 1
		SP:Iteration 19Q (416.550000 sec): 3 clusters
  Score: Raw -281999.743894 + Penalty 2693.037572 = -279306.706322
  nChanged 1
		SP:Iteration 20F (416.720000 sec): 3 clusters
  Score: Raw -282011.388614 + Penalty 2693.037572 = -279318.351041
  nChanged 4
		SP:Iteration 21Q (416.940000 sec): 3 clusters
  Score: Raw -282035.424605 + Penalty 2693.037572 = -279342.387033
  nChanged 1
		SP:Iteration 22Q (417.130000 sec): 3 clusters
  Score: Raw -282037.039373 + Penalty 2693.037572 = -279344.001801
  nChanged 0
		SP:Iteration 23F (417.300000 sec): 3 clusters
  Score: Raw -282037.039373 + Penalty 2693.037572 = -279344.001801
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (31042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (417.540000 sec): 2 clusters
  Score: Raw -2230838.670859 + Penalty 1680.753166 = -2229157.917693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (417.840000 sec): 3 clusters
  Score: Raw -2211767.874823 + Penalty 3361.506332 = -2208406.368491
  nChanged 14366
		SP:Iteration 1F (418.160000 sec): 3 clusters
  Score: Raw -2226521.095641 + Penalty 3361.506332 = -2223159.589309
  nChanged 4483
		SP:Iteration 2F (418.480000 sec): 3 clusters
  Score: Raw -2234020.991783 + Penalty 3361.506332 = -2230659.485451
  nChanged 3307
		SP:Iteration 3F (418.780000 sec): 3 clusters
  Score: Raw -2238079.510441 + Penalty 3361.506332 = -2234718.004110
  nChanged 1883
		SP:Iteration 4F (419.190000 sec): 3 clusters
  Score: Raw -2239664.381300 + Penalty 3361.506332 = -2236302.874968
  nChanged 1094
		SP:Iteration 5Q (419.520000 sec): 3 clusters
  Score: Raw -2240332.586379 + Penalty 3361.506332 = -2236971.080048
  nChanged 736
		SP:Iteration 6Q (419.790000 sec): 3 clusters
  Score: Raw -2240729.375943 + Penalty 3361.506332 = -2237367.869611
  nChanged 539
		SP:Iteration 7Q (420.110000 sec): 3 clusters
  Score: Raw -2241063.442444 + Penalty 3361.506332 = -2237701.936113
  nChanged 490
		SP:Iteration 8Q (420.390000 sec): 3 clusters
  Score: Raw -2241494.368271 + Penalty 3361.506332 = -2238132.861939
  nChanged 525
		SP:Iteration 9Q (420.720000 sec): 3 clusters
  Score: Raw -2242064.168550 + Penalty 3361.506332 = -2238702.662218
  nChanged 542
		SP:Iteration 10Q (421.080000 sec): 3 clusters
  Score: Raw -2242539.718656 + Penalty 3361.506332 = -2239178.212325
  nChanged 514
		SP:Iteration 11Q (421.430000 sec): 3 clusters
  Score: Raw -2242864.409112 + Penalty 3361.506332 = -2239502.902781
  nChanged 462
		SP:Iteration 12Q (421.770000 sec): 3 clusters
  Score: Raw -2243154.608069 + Penalty 3361.506332 = -2239793.101737
  nChanged 503
		SP:Iteration 13Q (422.090000 sec): 3 clusters
  Score: Raw -2243620.896732 + Penalty 3361.506332 = -2240259.390400
  nChanged 556
		SP:Iteration 14Q (422.430000 sec): 3 clusters
  Score: Raw -2244596.151968 + Penalty 3361.506332 = -2241234.645636
  nChanged 587
		SP:Iteration 15Q (422.780000 sec): 3 clusters
  Score: Raw -2245811.375526 + Penalty 3361.506332 = -2242449.869194
  nChanged 406
		SP:Iteration 16Q (423.090000 sec): 3 clusters
  Score: Raw -2246080.273379 + Penalty 3361.506332 = -2242718.767048
  nChanged 184
		SP:Iteration 17Q (423.430000 sec): 3 clusters
  Score: Raw -2246112.490832 + Penalty 3361.506332 = -2242750.984501
  nChanged 88
		SP:Iteration 18Q (423.810000 sec): 3 clusters
  Score: Raw -2246122.095815 + Penalty 3361.506332 = -2242760.589483
  nChanged 45
		SP:Iteration 19Q (424.150000 sec): 3 clusters
  Score: Raw -2246126.591864 + Penalty 3361.506332 = -2242765.085533
  nChanged 40
		SP:Iteration 20F (424.470000 sec): 3 clusters
  Score: Raw -2246130.818604 + Penalty 3361.506332 = -2242769.312272
  nChanged 42
		SP:Iteration 21Q (424.770000 sec): 3 clusters
  Score: Raw -2246133.879489 + Penalty 3361.506332 = -2242772.373157
  nChanged 28
		SP:Iteration 22Q (425.110000 sec): 3 clusters
  Score: Raw -2246135.482181 + Penalty 3361.506332 = -2242773.975850
  nChanged 15
		SP:Iteration 23Q (425.380000 sec): 3 clusters
  Score: Raw -2246136.153842 + Penalty 3361.506332 = -2242774.647511
  nChanged 11
		SP:Iteration 24Q (425.690000 sec): 3 clusters
  Score: Raw -2246136.503302 + Penalty 3361.506332 = -2242774.996970
  nChanged 4
		SP:Iteration 25Q (426.020000 sec): 3 clusters
  Score: Raw -2246136.671987 + Penalty 3361.506332 = -2242775.165656
  nChanged 3
		SP:Iteration 26Q (426.330000 sec): 3 clusters
  Score: Raw -2246136.794196 + Penalty 3361.506332 = -2242775.287865
  nChanged 4
		SP:Iteration 27Q (426.600000 sec): 3 clusters
  Score: Raw -2246136.938573 + Penalty 3361.506332 = -2242775.432242
  nChanged 4
		SP:Iteration 28Q (426.890000 sec): 3 clusters
  Score: Raw -2246137.150194 + Penalty 3361.506332 = -2242775.643862
  nChanged 5
		SP:Iteration 29Q (427.230000 sec): 3 clusters
  Score: Raw -2246137.374016 + Penalty 3361.506332 = -2242775.867684
  nChanged 4
		SP:Iteration 30Q (427.490000 sec): 3 clusters
  Score: Raw -2246137.545795 + Penalty 3361.506332 = -2242776.039463
  nChanged 7
		SP:Iteration 31Q (427.820000 sec): 3 clusters
  Score: Raw -2246137.848692 + Penalty 3361.506332 = -2242776.342360
  nChanged 6
		SP:Iteration 32Q (428.080000 sec): 3 clusters
  Score: Raw -2246138.040667 + Penalty 3361.506332 = -2242776.534336
  nChanged 3
		SP:Iteration 33Q (428.370000 sec): 3 clusters
  Score: Raw -2246138.127457 + Penalty 3361.506332 = -2242776.621126
  nChanged 2
		SP:Iteration 34Q (428.710000 sec): 3 clusters
  Score: Raw -2246138.184640 + Penalty 3361.506332 = -2242776.678308
  nChanged 1
		SP:Iteration 35Q (428.990000 sec): 3 clusters
  Score: Raw -2246138.206270 + Penalty 3361.506332 = -2242776.699938
  nChanged 0
		SP:Iteration 36F (429.370000 sec): 3 clusters
  Score: Raw -2246138.206270 + Penalty 3361.506332 = -2242776.699938
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (15770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (429.490000 sec): 2 clusters
  Score: Raw -1279324.946974 + Penalty 1570.703010 = -1277754.243964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (429.760000 sec): 3 clusters
  Score: Raw -1270137.666238 + Penalty 3141.406021 = -1266996.260217
  nChanged 7093
		SP:Iteration 1F (430.030000 sec): 3 clusters
  Score: Raw -1275648.013301 + Penalty 3141.406021 = -1272506.607280
  nChanged 1678
		SP:Iteration 2F (430.270000 sec): 3 clusters
  Score: Raw -1278658.471020 + Penalty 3141.406021 = -1275517.064999
  nChanged 1921
		SP:Iteration 3F (430.480000 sec): 3 clusters
  Score: Raw -1281365.721513 + Penalty 3141.406021 = -1278224.315492
  nChanged 1691
		SP:Iteration 4F (430.750000 sec): 3 clusters
  Score: Raw -1283147.105432 + Penalty 3141.406021 = -1280005.699411
  nChanged 1251
		SP:Iteration 5F (430.970000 sec): 3 clusters
  Score: Raw -1284189.747626 + Penalty 3141.406021 = -1281048.341605
  nChanged 777
		SP:Iteration 6Q (431.230000 sec): 3 clusters
  Score: Raw -1284671.696258 + Penalty 3141.406021 = -1281530.290237
  nChanged 503
		SP:Iteration 7Q (431.490000 sec): 3 clusters
  Score: Raw -1284877.175195 + Penalty 3141.406021 = -1281735.769174
  nChanged 335
		SP:Iteration 8Q (431.690000 sec): 3 clusters
  Score: Raw -1284958.563735 + Penalty 3141.406021 = -1281817.157714
  nChanged 169
		SP:Iteration 9Q (432.030000 sec): 3 clusters
  Score: Raw -1284990.518522 + Penalty 3141.406021 = -1281849.112501
  nChanged 120
		SP:Iteration 10Q (432.300000 sec): 3 clusters
  Score: Raw -1285010.169400 + Penalty 3141.406021 = -1281868.763379
  nChanged 95
		SP:Iteration 11Q (432.600000 sec): 3 clusters
  Score: Raw -1285022.796463 + Penalty 3141.406021 = -1281881.390442
  nChanged 67
		SP:Iteration 12Q (432.850000 sec): 3 clusters
  Score: Raw -1285031.279725 + Penalty 3141.406021 = -1281889.873704
  nChanged 55
		SP:Iteration 13Q (433.120000 sec): 3 clusters
  Score: Raw -1285037.891265 + Penalty 3141.406021 = -1281896.485244
  nChanged 41
		SP:Iteration 14Q (433.330000 sec): 3 clusters
  Score: Raw -1285042.147456 + Penalty 3141.406021 = -1281900.741435
  nChanged 34
		SP:Iteration 15Q (433.610000 sec): 3 clusters
  Score: Raw -1285045.243618 + Penalty 3141.406021 = -1281903.837597
  nChanged 28
		SP:Iteration 16Q (433.890000 sec): 3 clusters
  Score: Raw -1285047.597974 + Penalty 3141.406021 = -1281906.191953
  nChanged 19
		SP:Iteration 17Q (434.130000 sec): 3 clusters
  Score: Raw -1285048.998364 + Penalty 3141.406021 = -1281907.592343
  nChanged 22
		SP:Iteration 18Q (434.370000 sec): 3 clusters
  Score: Raw -1285050.744417 + Penalty 3141.406021 = -1281909.338396
  nChanged 15
		SP:Iteration 19Q (434.610000 sec): 3 clusters
  Score: Raw -1285051.762390 + Penalty 3141.406021 = -1281910.356369
  nChanged 11
		SP:Iteration 20F (434.860000 sec): 3 clusters
  Score: Raw -1285052.517752 + Penalty 3141.406021 = -1281911.111731
  nChanged 9
		SP:Iteration 21Q (435.090000 sec): 3 clusters
  Score: Raw -1285053.005060 + Penalty 3141.406021 = -1281911.599039
  nChanged 4
		SP:Iteration 22Q (435.320000 sec): 3 clusters
  Score: Raw -1285053.184697 + Penalty 3141.406021 = -1281911.778676
  nChanged 4
		SP:Iteration 23Q (435.580000 sec): 3 clusters
  Score: Raw -1285053.356293 + Penalty 3141.406021 = -1281911.950272
  nChanged 3
		SP:Iteration 24Q (435.800000 sec): 3 clusters
  Score: Raw -1285053.483194 + Penalty 3141.406021 = -1281912.077173
  nChanged 1
		SP:Iteration 25Q (436.130000 sec): 3 clusters
  Score: Raw -1285053.506672 + Penalty 3141.406021 = -1281912.100651
  nChanged 0
		SP:Iteration 26F (436.340000 sec): 3 clusters
  Score: Raw -1285053.506672 + Penalty 3141.406021 = -1281912.100651
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (4805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (436.460000 sec): 2 clusters
  Score: Raw -338397.011184 + Penalty 1377.579502 = -337019.431681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (436.680000 sec): 3 clusters
  Score: Raw -336068.271405 + Penalty 2755.159004 = -333313.112401
  nChanged 1970
		SP:Iteration 1F (436.890000 sec): 3 clusters
  Score: Raw -338479.876618 + Penalty 2755.159004 = -335724.717613
  nChanged 666
		SP:Iteration 2F (437.080000 sec): 3 clusters
  Score: Raw -339587.633654 + Penalty 2755.159004 = -336832.474650
  nChanged 560
		SP:Iteration 3F (437.270000 sec): 3 clusters
  Score: Raw -340486.378794 + Penalty 2755.159004 = -337731.219790
  nChanged 402
		SP:Iteration 4F (437.490000 sec): 3 clusters
  Score: Raw -341003.726234 + Penalty 2755.159004 = -338248.567230
  nChanged 222
		SP:Iteration 5Q (437.720000 sec): 3 clusters
  Score: Raw -341270.559143 + Penalty 2755.159004 = -338515.400139
  nChanged 146
		SP:Iteration 6Q (437.890000 sec): 3 clusters
  Score: Raw -341412.129068 + Penalty 2755.159004 = -338656.970064
  nChanged 85
		SP:Iteration 7Q (438.110000 sec): 3 clusters
  Score: Raw -341477.975671 + Penalty 2755.159004 = -338722.816667
  nChanged 53
		SP:Iteration 8Q (438.280000 sec): 3 clusters
  Score: Raw -341516.932831 + Penalty 2755.159004 = -338761.773826
  nChanged 45
		SP:Iteration 9Q (438.510000 sec): 3 clusters
  Score: Raw -341552.518282 + Penalty 2755.159004 = -338797.359278
  nChanged 45
		SP:Iteration 10Q (438.730000 sec): 3 clusters
  Score: Raw -341582.767590 + Penalty 2755.159004 = -338827.608586
  nChanged 42
		SP:Iteration 11Q (438.940000 sec): 3 clusters
  Score: Raw -341612.192051 + Penalty 2755.159004 = -338857.033047
  nChanged 44
		SP:Iteration 12Q (439.130000 sec): 3 clusters
  Score: Raw -341637.360486 + Penalty 2755.159004 = -338882.201481
  nChanged 38
		SP:Iteration 13Q (439.340000 sec): 3 clusters
  Score: Raw -341659.504458 + Penalty 2755.159004 = -338904.345454
  nChanged 35
		SP:Iteration 14Q (439.580000 sec): 3 clusters
  Score: Raw -341677.784585 + Penalty 2755.159004 = -338922.625581
  nChanged 36
		SP:Iteration 15Q (439.860000 sec): 3 clusters
  Score: Raw -341697.174220 + Penalty 2755.159004 = -338942.015215
  nChanged 33
		SP:Iteration 16Q (440.070000 sec): 3 clusters
  Score: Raw -341716.742122 + Penalty 2755.159004 = -338961.583118
  nChanged 28
		SP:Iteration 17Q (440.290000 sec): 3 clusters
  Score: Raw -341741.040309 + Penalty 2755.159004 = -338985.881304
  nChanged 30
		SP:Iteration 18Q (440.450000 sec): 3 clusters
  Score: Raw -341782.870874 + Penalty 2755.159004 = -339027.711870
  nChanged 36
		SP:Iteration 19Q (440.640000 sec): 3 clusters
  Score: Raw -341813.119317 + Penalty 2755.159004 = -339057.960312
  nChanged 30
		SP:Iteration 20F (440.860000 sec): 3 clusters
  Score: Raw -341830.766798 + Penalty 2755.159004 = -339075.607793
  nChanged 21
		SP:Iteration 21Q (441.070000 sec): 3 clusters
  Score: Raw -341840.941146 + Penalty 2755.159004 = -339085.782142
  nChanged 17
		SP:Iteration 22Q (441.270000 sec): 3 clusters
  Score: Raw -341853.795561 + Penalty 2755.159004 = -339098.636556
  nChanged 23
		SP:Iteration 23Q (441.520000 sec): 3 clusters
  Score: Raw -341876.664273 + Penalty 2755.159004 = -339121.505269
  nChanged 15
		SP:Iteration 24Q (441.690000 sec): 3 clusters
  Score: Raw -341887.097479 + Penalty 2755.159004 = -339131.938475
  nChanged 15
		SP:Iteration 25Q (441.880000 sec): 3 clusters
  Score: Raw -341896.809633 + Penalty 2755.159004 = -339141.650628
  nChanged 10
		SP:Iteration 26Q (442.100000 sec): 3 clusters
  Score: Raw -341902.166255 + Penalty 2755.159004 = -339147.007251
  nChanged 10
		SP:Iteration 27Q (442.350000 sec): 3 clusters
  Score: Raw -341907.951484 + Penalty 2755.159004 = -339152.792480
  nChanged 13
		SP:Iteration 28Q (442.550000 sec): 3 clusters
  Score: Raw -341913.063312 + Penalty 2755.159004 = -339157.904307
  nChanged 7
		SP:Iteration 29Q (442.740000 sec): 3 clusters
  Score: Raw -341917.020823 + Penalty 2755.159004 = -339161.861819
  nChanged 6
		SP:Iteration 30Q (442.950000 sec): 3 clusters
  Score: Raw -341919.803048 + Penalty 2755.159004 = -339164.644043
  nChanged 8
		SP:Iteration 31Q (443.130000 sec): 3 clusters
  Score: Raw -341922.152086 + Penalty 2755.159004 = -339166.993081
  nChanged 5
		SP:Iteration 32Q (443.300000 sec): 3 clusters
  Score: Raw -341923.954347 + Penalty 2755.159004 = -339168.795342
  nChanged 4
		SP:Iteration 33Q (443.530000 sec): 3 clusters
  Score: Raw -341925.036100 + Penalty 2755.159004 = -339169.877096
  nChanged 3
		SP:Iteration 34Q (443.700000 sec): 3 clusters
  Score: Raw -341925.809900 + Penalty 2755.159004 = -339170.650895
  nChanged 1
		SP:Iteration 35Q (443.920000 sec): 3 clusters
  Score: Raw -341926.051136 + Penalty 2755.159004 = -339170.892131
  nChanged 1
		SP:Iteration 36Q (444.120000 sec): 3 clusters
  Score: Raw -341926.114985 + Penalty 2755.159004 = -339170.955980
  nChanged 0
		SP:Iteration 37F (444.300000 sec): 3 clusters
  Score: Raw -341926.114985 + Penalty 2755.159004 = -339170.955980
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (23311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (444.480000 sec): 2 clusters
  Score: Raw -1869186.927203 + Penalty 1634.210603 = -1867552.716600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (444.840000 sec): 3 clusters
  Score: Raw -1855114.933296 + Penalty 3268.421205 = -1851846.512091
  nChanged 10566
		SP:Iteration 1F (445.110000 sec): 3 clusters
  Score: Raw -1861527.366325 + Penalty 3268.421205 = -1858258.945120
  nChanged 1774
		SP:Iteration 2F (445.410000 sec): 3 clusters
  Score: Raw -1863050.811112 + Penalty 3268.421205 = -1859782.389907
  nChanged 2236
		SP:Iteration 3F (445.750000 sec): 3 clusters
  Score: Raw -1865427.310472 + Penalty 3268.421205 = -1862158.889267
  nChanged 2461
		SP:Iteration 4F (446.100000 sec): 3 clusters
  Score: Raw -1868057.224191 + Penalty 3268.421205 = -1864788.802986
  nChanged 1987
		SP:Iteration 5F (446.420000 sec): 3 clusters
  Score: Raw -1869731.966122 + Penalty 3268.421205 = -1866463.544916
  nChanged 1304
		SP:Iteration 6F (446.680000 sec): 3 clusters
  Score: Raw -1870393.891626 + Penalty 3268.421205 = -1867125.470421
  nChanged 700
		SP:Iteration 7Q (446.980000 sec): 3 clusters
  Score: Raw -1870641.889624 + Penalty 3268.421205 = -1867373.468419
  nChanged 440
		SP:Iteration 8Q (447.250000 sec): 3 clusters
  Score: Raw -1870761.236846 + Penalty 3268.421205 = -1867492.815641
  nChanged 293
		SP:Iteration 9Q (447.580000 sec): 3 clusters
  Score: Raw -1870828.860736 + Penalty 3268.421205 = -1867560.439531
  nChanged 232
		SP:Iteration 10Q (447.880000 sec): 3 clusters
  Score: Raw -1870893.373881 + Penalty 3268.421205 = -1867624.952676
  nChanged 225
		SP:Iteration 11Q (448.230000 sec): 3 clusters
  Score: Raw -1870979.801722 + Penalty 3268.421205 = -1867711.380517
  nChanged 231
		SP:Iteration 12Q (448.510000 sec): 3 clusters
  Score: Raw -1871134.066493 + Penalty 3268.421205 = -1867865.645288
  nChanged 283
		SP:Iteration 13Q (448.770000 sec): 3 clusters
  Score: Raw -1871406.782115 + Penalty 3268.421205 = -1868138.360910
  nChanged 361
		SP:Iteration 14Q (449.060000 sec): 3 clusters
  Score: Raw -1871753.565768 + Penalty 3268.421205 = -1868485.144563
  nChanged 430
		SP:Iteration 15Q (449.360000 sec): 3 clusters
  Score: Raw -1872122.305312 + Penalty 3268.421205 = -1868853.884107
  nChanged 432
		SP:Iteration 16Q (449.730000 sec): 3 clusters
  Score: Raw -1872361.717833 + Penalty 3268.421205 = -1869093.296627
  nChanged 369
		SP:Iteration 17Q (450.040000 sec): 3 clusters
  Score: Raw -1872512.551310 + Penalty 3268.421205 = -1869244.130104
  nChanged 296
		SP:Iteration 18Q (450.340000 sec): 3 clusters
  Score: Raw -1872598.768452 + Penalty 3268.421205 = -1869330.347247
  nChanged 200
		SP:Iteration 19Q (450.640000 sec): 3 clusters
  Score: Raw -1872641.705444 + Penalty 3268.421205 = -1869373.284239
  nChanged 168
		SP:Iteration 20F (450.950000 sec): 3 clusters
  Score: Raw -1872669.444170 + Penalty 3268.421205 = -1869401.022965
  nChanged 139
		SP:Iteration 21Q (451.310000 sec): 3 clusters
  Score: Raw -1872688.823482 + Penalty 3268.421205 = -1869420.402277
  nChanged 107
		SP:Iteration 22Q (451.620000 sec): 3 clusters
  Score: Raw -1872702.528385 + Penalty 3268.421205 = -1869434.107180
  nChanged 81
		SP:Iteration 23Q (451.880000 sec): 3 clusters
  Score: Raw -1872711.087859 + Penalty 3268.421205 = -1869442.666654
  nChanged 65
		SP:Iteration 24Q (452.180000 sec): 3 clusters
  Score: Raw -1872718.568241 + Penalty 3268.421205 = -1869450.147036
  nChanged 55
		SP:Iteration 25Q (452.460000 sec): 3 clusters
  Score: Raw -1872724.245053 + Penalty 3268.421205 = -1869455.823848
  nChanged 38
		SP:Iteration 26Q (452.760000 sec): 3 clusters
  Score: Raw -1872727.600674 + Penalty 3268.421205 = -1869459.179469
  nChanged 31
		SP:Iteration 27Q (453.020000 sec): 3 clusters
  Score: Raw -1872730.186629 + Penalty 3268.421205 = -1869461.765424
  nChanged 25
		SP:Iteration 28Q (453.330000 sec): 3 clusters
  Score: Raw -1872732.447125 + Penalty 3268.421205 = -1869464.025920
  nChanged 30
		SP:Iteration 29Q (453.640000 sec): 3 clusters
  Score: Raw -1872735.760402 + Penalty 3268.421205 = -1869467.339196
  nChanged 34
		SP:Iteration 30Q (453.900000 sec): 3 clusters
  Score: Raw -1872738.471643 + Penalty 3268.421205 = -1869470.050438
  nChanged 24
		SP:Iteration 31Q (454.210000 sec): 3 clusters
  Score: Raw -1872740.096756 + Penalty 3268.421205 = -1869471.675551
  nChanged 14
		SP:Iteration 32Q (454.460000 sec): 3 clusters
  Score: Raw -1872741.134693 + Penalty 3268.421205 = -1869472.713488
  nChanged 11
		SP:Iteration 33Q (454.720000 sec): 3 clusters
  Score: Raw -1872741.940916 + Penalty 3268.421205 = -1869473.519711
  nChanged 15
		SP:Iteration 34Q (455.010000 sec): 3 clusters
  Score: Raw -1872743.398900 + Penalty 3268.421205 = -1869474.977695
  nChanged 21
		SP:Iteration 35Q (455.270000 sec): 3 clusters
  Score: Raw -1872745.175765 + Penalty 3268.421205 = -1869476.754560
  nChanged 20
		SP:Iteration 36Q (455.570000 sec): 3 clusters
  Score: Raw -1872746.745064 + Penalty 3268.421205 = -1869478.323859
  nChanged 14
		SP:Iteration 37Q (455.850000 sec): 3 clusters
  Score: Raw -1872747.833493 + Penalty 3268.421205 = -1869479.412288
  nChanged 13
		SP:Iteration 38Q (456.130000 sec): 3 clusters
  Score: Raw -1872748.690292 + Penalty 3268.421205 = -1869480.269086
  nChanged 12
		SP:Iteration 39Q (456.410000 sec): 3 clusters
  Score: Raw -1872749.473864 + Penalty 3268.421205 = -1869481.052659
  nChanged 8
		SP:Iteration 40F (456.740000 sec): 3 clusters
  Score: Raw -1872749.974049 + Penalty 3268.421205 = -1869481.552844
  nChanged 9
		SP:Iteration 41Q (457.020000 sec): 3 clusters
  Score: Raw -1872750.494648 + Penalty 3268.421205 = -1869482.073443
  nChanged 8
		SP:Iteration 42Q (457.310000 sec): 3 clusters
  Score: Raw -1872750.985773 + Penalty 3268.421205 = -1869482.564567
  nChanged 7
		SP:Iteration 43Q (457.600000 sec): 3 clusters
  Score: Raw -1872751.758561 + Penalty 3268.421205 = -1869483.337356
  nChanged 12
		SP:Iteration 44Q (457.870000 sec): 3 clusters
  Score: Raw -1872752.807900 + Penalty 3268.421205 = -1869484.386695
  nChanged 11
		SP:Iteration 45Q (458.130000 sec): 3 clusters
  Score: Raw -1872753.751756 + Penalty 3268.421205 = -1869485.330551
  nChanged 11
		SP:Iteration 46Q (458.440000 sec): 3 clusters
  Score: Raw -1872754.772534 + Penalty 3268.421205 = -1869486.351329
  nChanged 20
		SP:Iteration 47Q (458.720000 sec): 3 clusters
  Score: Raw -1872756.803759 + Penalty 3268.421205 = -1869488.382554
  nChanged 18
		SP:Iteration 48Q (459.010000 sec): 3 clusters
  Score: Raw -1872758.189771 + Penalty 3268.421205 = -1869489.768566
  nChanged 16
		SP:Iteration 49Q (459.330000 sec): 3 clusters
  Score: Raw -1872759.512294 + Penalty 3268.421205 = -1869491.091089
  nChanged 12
		SP:Iteration 50Q (459.650000 sec): 3 clusters
  Score: Raw -1872760.421229 + Penalty 3268.421205 = -1869492.000023
  nChanged 13
		SP:Iteration 51Q (459.950000 sec): 3 clusters
  Score: Raw -1872761.444309 + Penalty 3268.421205 = -1869493.023104
  nChanged 12
		SP:Iteration 52Q (460.230000 sec): 3 clusters
  Score: Raw -1872762.264733 + Penalty 3268.421205 = -1869493.843528
  nChanged 17
		SP:Iteration 53Q (460.560000 sec): 3 clusters
  Score: Raw -1872763.865509 + Penalty 3268.421205 = -1869495.444304
  nChanged 14
		SP:Iteration 54Q (460.880000 sec): 3 clusters
  Score: Raw -1872764.994693 + Penalty 3268.421205 = -1869496.573488
  nChanged 16
		SP:Iteration 55Q (461.170000 sec): 3 clusters
  Score: Raw -1872766.814258 + Penalty 3268.421205 = -1869498.393053
  nChanged 18
		SP:Iteration 56Q (461.520000 sec): 3 clusters
  Score: Raw -1872768.623550 + Penalty 3268.421205 = -1869500.202344
  nChanged 18
		SP:Iteration 57Q (461.770000 sec): 3 clusters
  Score: Raw -1872770.643580 + Penalty 3268.421205 = -1869502.222374
  nChanged 25
		SP:Iteration 58Q (462.090000 sec): 3 clusters
  Score: Raw -1872773.038764 + Penalty 3268.421205 = -1869504.617559
  nChanged 26
		SP:Iteration 59Q (462.390000 sec): 3 clusters
  Score: Raw -1872775.216102 + Penalty 3268.421205 = -1869506.794897
  nChanged 23
		SP:Iteration 60F (462.680000 sec): 3 clusters
  Score: Raw -1872776.631729 + Penalty 3268.421205 = -1869508.210524
  nChanged 11
		SP:Iteration 61Q (463.000000 sec): 3 clusters
  Score: Raw -1872777.665927 + Penalty 3268.421205 = -1869509.244722
  nChanged 19
		SP:Iteration 62Q (463.310000 sec): 3 clusters
  Score: Raw -1872779.606621 + Penalty 3268.421205 = -1869511.185416
  nChanged 20
		SP:Iteration 63Q (463.580000 sec): 3 clusters
  Score: Raw -1872781.479886 + Penalty 3268.421205 = -1869513.058681
  nChanged 23
		SP:Iteration 64Q (463.910000 sec): 3 clusters
  Score: Raw -1872783.694352 + Penalty 3268.421205 = -1869515.273147
  nChanged 30
		SP:Iteration 65Q (464.190000 sec): 3 clusters
  Score: Raw -1872786.313529 + Penalty 3268.421205 = -1869517.892323
  nChanged 23
		SP:Iteration 66Q (464.470000 sec): 3 clusters
  Score: Raw -1872788.310562 + Penalty 3268.421205 = -1869519.889357
  nChanged 27
		SP:Iteration 67Q (464.760000 sec): 3 clusters
  Score: Raw -1872790.350737 + Penalty 3268.421205 = -1869521.929532
  nChanged 23
		SP:Iteration 68Q (465.080000 sec): 3 clusters
  Score: Raw -1872792.219607 + Penalty 3268.421205 = -1869523.798402
  nChanged 21
		SP:Iteration 69Q (465.370000 sec): 3 clusters
  Score: Raw -1872794.248175 + Penalty 3268.421205 = -1869525.826970
  nChanged 20
		SP:Iteration 70Q (465.670000 sec): 3 clusters
  Score: Raw -1872796.773371 + Penalty 3268.421205 = -1869528.352166
  nChanged 26
		SP:Iteration 71Q (465.930000 sec): 3 clusters
  Score: Raw -1872799.549743 + Penalty 3268.421205 = -1869531.128538
  nChanged 24
		SP:Iteration 72Q (466.260000 sec): 3 clusters
  Score: Raw -1872801.728464 + Penalty 3268.421205 = -1869533.307259
  nChanged 17
		SP:Iteration 73Q (466.600000 sec): 3 clusters
  Score: Raw -1872803.238048 + Penalty 3268.421205 = -1869534.816843
  nChanged 14
		SP:Iteration 74Q (466.910000 sec): 3 clusters
  Score: Raw -1872804.476023 + Penalty 3268.421205 = -1869536.054818
  nChanged 14
		SP:Iteration 75Q (467.250000 sec): 3 clusters
  Score: Raw -1872805.494113 + Penalty 3268.421205 = -1869537.072908
  nChanged 8
		SP:Iteration 76Q (467.570000 sec): 3 clusters
  Score: Raw -1872806.216924 + Penalty 3268.421205 = -1869537.795719
  nChanged 5
		SP:Iteration 77Q (467.900000 sec): 3 clusters
  Score: Raw -1872806.719346 + Penalty 3268.421205 = -1869538.298141
  nChanged 6
		SP:Iteration 78Q (468.240000 sec): 3 clusters
  Score: Raw -1872807.283372 + Penalty 3268.421205 = -1869538.862167
  nChanged 7
		SP:Iteration 79Q (468.560000 sec): 3 clusters
  Score: Raw -1872807.857351 + Penalty 3268.421205 = -1869539.436146
  nChanged 9
		SP:Iteration 80F (468.890000 sec): 3 clusters
  Score: Raw -1872808.465484 + Penalty 3268.421205 = -1869540.044279
  nChanged 8
		SP:Iteration 81Q (469.250000 sec): 3 clusters
  Score: Raw -1872808.945269 + Penalty 3268.421205 = -1869540.524064
  nChanged 5
		SP:Iteration 82Q (469.550000 sec): 3 clusters
  Score: Raw -1872809.292180 + Penalty 3268.421205 = -1869540.870975
  nChanged 6
		SP:Iteration 83Q (469.930000 sec): 3 clusters
  Score: Raw -1872809.696783 + Penalty 3268.421205 = -1869541.275577
  nChanged 6
		SP:Iteration 84Q (470.190000 sec): 3 clusters
  Score: Raw -1872810.080156 + Penalty 3268.421205 = -1869541.658951
  nChanged 6
		SP:Iteration 85Q (470.460000 sec): 3 clusters
  Score: Raw -1872810.706418 + Penalty 3268.421205 = -1869542.285213
  nChanged 5
		SP:Iteration 86Q (470.730000 sec): 3 clusters
  Score: Raw -1872810.992916 + Penalty 3268.421205 = -1869542.571711
  nChanged 6
		SP:Iteration 87Q (471.050000 sec): 3 clusters
  Score: Raw -1872811.340890 + Penalty 3268.421205 = -1869542.919685
  nChanged 7
		SP:Iteration 88Q (471.350000 sec): 3 clusters
  Score: Raw -1872812.035498 + Penalty 3268.421205 = -1869543.614293
  nChanged 9
		SP:Iteration 89Q (471.610000 sec): 3 clusters
  Score: Raw -1872812.837685 + Penalty 3268.421205 = -1869544.416480
  nChanged 8
		SP:Iteration 90Q (471.930000 sec): 3 clusters
  Score: Raw -1872813.467902 + Penalty 3268.421205 = -1869545.046697
  nChanged 8
		SP:Iteration 91Q (472.240000 sec): 3 clusters
  Score: Raw -1872813.991798 + Penalty 3268.421205 = -1869545.570592
  nChanged 10
		SP:Iteration 92Q (472.570000 sec): 3 clusters
  Score: Raw -1872814.733567 + Penalty 3268.421205 = -1869546.312362
  nChanged 9
		SP:Iteration 93Q (472.860000 sec): 3 clusters
  Score: Raw -1872815.317352 + Penalty 3268.421205 = -1869546.896146
  nChanged 7
		SP:Iteration 94Q (473.210000 sec): 3 clusters
  Score: Raw -1872815.920033 + Penalty 3268.421205 = -1869547.498828
  nChanged 6
		SP:Iteration 95Q (473.470000 sec): 3 clusters
  Score: Raw -1872816.300893 + Penalty 3268.421205 = -1869547.879688
  nChanged 4
		SP:Iteration 96Q (473.780000 sec): 3 clusters
  Score: Raw -1872816.557355 + Penalty 3268.421205 = -1869548.136150
  nChanged 3
		SP:Iteration 97Q (474.110000 sec): 3 clusters
  Score: Raw -1872816.770044 + Penalty 3268.421205 = -1869548.348839
  nChanged 4
		SP:Iteration 98Q (474.370000 sec): 3 clusters
  Score: Raw -1872816.965637 + Penalty 3268.421205 = -1869548.544432
  nChanged 3
		SP:Iteration 99Q (474.700000 sec): 3 clusters
  Score: Raw -1872817.205849 + Penalty 3268.421205 = -1869548.784644
  nChanged 6
		SP:Iteration 100F (475.040000 sec): 3 clusters
  Score: Raw -1872817.707191 + Penalty 3268.421205 = -1869549.285985
  nChanged 4
		SP:Iteration 101Q (475.320000 sec): 3 clusters
  Score: Raw -1872818.047508 + Penalty 3268.421205 = -1869549.626303
  nChanged 5
		SP:Iteration 102Q (475.620000 sec): 3 clusters
  Score: Raw -1872818.297454 + Penalty 3268.421205 = -1869549.876249
  nChanged 3
		SP:Iteration 103Q (475.950000 sec): 3 clusters
  Score: Raw -1872818.587509 + Penalty 3268.421205 = -1869550.166304
  nChanged 4
		SP:Iteration 104Q (476.250000 sec): 3 clusters
  Score: Raw -1872818.768818 + Penalty 3268.421205 = -1869550.347613
  nChanged 2
		SP:Iteration 105Q (476.520000 sec): 3 clusters
  Score: Raw -1872818.867348 + Penalty 3268.421205 = -1869550.446143
  nChanged 2
		SP:Iteration 106Q (476.820000 sec): 3 clusters
  Score: Raw -1872819.013613 + Penalty 3268.421205 = -1869550.592408
  nChanged 2
		SP:Iteration 107Q (477.110000 sec): 3 clusters
  Score: Raw -1872819.089033 + Penalty 3268.421205 = -1869550.667828
  nChanged 2
		SP:Iteration 108Q (477.380000 sec): 3 clusters
  Score: Raw -1872819.170325 + Penalty 3268.421205 = -1869550.749119
  nChanged 0
		SP:Iteration 109F (477.680000 sec): 3 clusters
  Score: Raw -1872819.170325 + Penalty 3268.421205 = -1869550.749119
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (1999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (477.800000 sec): 2 clusters
  Score: Raw -143324.874046 + Penalty 1235.065379 = -142089.808666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (478.000000 sec): 3 clusters
  Score: Raw -142624.238768 + Penalty 2470.130759 = -140154.108009
  nChanged 708
		SP:Iteration 1F (478.140000 sec): 3 clusters
  Score: Raw -143562.928226 + Penalty 2470.130759 = -141092.797467
  nChanged 317
		SP:Iteration 2F (478.300000 sec): 3 clusters
  Score: Raw -145464.765413 + Penalty 2470.130759 = -142994.634654
  nChanged 312
		SP:Iteration 3F (478.500000 sec): 3 clusters
  Score: Raw -147220.376747 + Penalty 2470.130759 = -144750.245988
  nChanged 138
		SP:Iteration 4F (478.680000 sec): 3 clusters
  Score: Raw -148129.131887 + Penalty 2470.130759 = -145659.001129
  nChanged 58
		SP:Iteration 5Q (478.880000 sec): 3 clusters
  Score: Raw -148265.519878 + Penalty 2470.130759 = -145795.389119
  nChanged 19
		SP:Iteration 6Q (479.060000 sec): 3 clusters
  Score: Raw -148298.184464 + Penalty 2470.130759 = -145828.053705
  nChanged 7
		SP:Iteration 7Q (479.250000 sec): 3 clusters
  Score: Raw -148310.160791 + Penalty 2470.130759 = -145840.030032
  nChanged 5
		SP:Iteration 8Q (479.420000 sec): 3 clusters
  Score: Raw -148313.127649 + Penalty 2470.130759 = -145842.996890
  nChanged 2
		SP:Iteration 9Q (479.550000 sec): 3 clusters
  Score: Raw -148314.913041 + Penalty 2470.130759 = -145844.782282
  nChanged 2
		SP:Iteration 10Q (479.740000 sec): 3 clusters
  Score: Raw -148316.052019 + Penalty 2470.130759 = -145845.921260
  nChanged 1
		SP:Iteration 11Q (479.880000 sec): 3 clusters
  Score: Raw -148316.378312 + Penalty 2470.130759 = -145846.247553
  nChanged 0
		SP:Iteration 12F (480.040000 sec): 3 clusters
  Score: Raw -148316.378312 + Penalty 2470.130759 = -145846.247553
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (17602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (480.290000 sec): 2 clusters
  Score: Raw -1376758.693653 + Penalty 1588.562269 = -1375170.131383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (480.520000 sec): 3 clusters
  Score: Raw -1366403.667570 + Penalty 3177.124539 = -1363226.543031
  nChanged 7997
		SP:Iteration 1F (480.810000 sec): 3 clusters
  Score: Raw -1375315.793438 + Penalty 3177.124539 = -1372138.668900
  nChanged 2264
		SP:Iteration 2F (481.130000 sec): 3 clusters
  Score: Raw -1385068.746222 + Penalty 3177.124539 = -1381891.621684
  nChanged 2530
		SP:Iteration 3F (481.400000 sec): 3 clusters
  Score: Raw -1395354.446299 + Penalty 3177.124539 = -1392177.321760
  nChanged 2297
		SP:Iteration 4F (481.700000 sec): 3 clusters
  Score: Raw -1398599.750656 + Penalty 3177.124539 = -1395422.626117
  nChanged 999
		SP:Iteration 5F (481.920000 sec): 3 clusters
  Score: Raw -1400015.557037 + Penalty 3177.124539 = -1396838.432499
  nChanged 473
		SP:Iteration 6Q (482.230000 sec): 3 clusters
  Score: Raw -1400824.293939 + Penalty 3177.124539 = -1397647.169400
  nChanged 281
		SP:Iteration 7Q (482.490000 sec): 3 clusters
  Score: Raw -1401408.266630 + Penalty 3177.124539 = -1398231.142091
  nChanged 169
		SP:Iteration 8Q (482.750000 sec): 3 clusters
  Score: Raw -1401885.215042 + Penalty 3177.124539 = -1398708.090503
  nChanged 116
		SP:Iteration 9Q (482.990000 sec): 3 clusters
  Score: Raw -1402375.956779 + Penalty 3177.124539 = -1399198.832240
  nChanged 95
		SP:Iteration 10Q (483.280000 sec): 3 clusters
  Score: Raw -1403251.257467 + Penalty 3177.124539 = -1400074.132928
  nChanged 40
		SP:Iteration 11Q (483.510000 sec): 3 clusters
  Score: Raw -1403706.622042 + Penalty 3177.124539 = -1400529.497504
  nChanged 2
		SP:Iteration 12Q (483.820000 sec): 3 clusters
  Score: Raw -1403726.110730 + Penalty 3177.124539 = -1400548.986192
  nChanged 3
		SP:Iteration 13Q (484.050000 sec): 3 clusters
  Score: Raw -1403730.056313 + Penalty 3177.124539 = -1400552.931774
  nChanged 0
		SP:Iteration 14F (484.330000 sec): 3 clusters
  Score: Raw -1403731.689595 + Penalty 3177.124539 = -1400554.565057
  nChanged 1
		SP:Iteration 15Q (484.590000 sec): 3 clusters
  Score: Raw -1403732.285158 + Penalty 3177.124539 = -1400555.160619
  nChanged 0
		SP:Iteration 16F (484.900000 sec): 3 clusters
  Score: Raw -1403732.285158 + Penalty 3177.124539 = -1400555.160619
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (20329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (485.130000 sec): 2 clusters
  Score: Raw -1459818.103751 + Penalty 1611.968104 = -1458206.135647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (485.380000 sec): 3 clusters
  Score: Raw -1447673.327117 + Penalty 3223.936208 = -1444449.390909
  nChanged 9221
		SP:Iteration 1F (485.690000 sec): 3 clusters
  Score: Raw -1454309.234997 + Penalty 3223.936208 = -1451085.298789
  nChanged 2143
		SP:Iteration 2F (485.960000 sec): 3 clusters
  Score: Raw -1457071.603120 + Penalty 3223.936208 = -1453847.666912
  nChanged 2125
		SP:Iteration 3F (486.270000 sec): 3 clusters
  Score: Raw -1459516.565679 + Penalty 3223.936208 = -1456292.629471
  nChanged 1690
		SP:Iteration 4F (486.520000 sec): 3 clusters
  Score: Raw -1461015.372965 + Penalty 3223.936208 = -1457791.436757
  nChanged 1164
		SP:Iteration 5F (486.850000 sec): 3 clusters
  Score: Raw -1461765.319609 + Penalty 3223.936208 = -1458541.383401
  nChanged 840
		SP:Iteration 6Q (487.140000 sec): 3 clusters
  Score: Raw -1462235.782176 + Penalty 3223.936208 = -1459011.845968
  nChanged 675
		SP:Iteration 7Q (487.470000 sec): 3 clusters
  Score: Raw -1462690.535394 + Penalty 3223.936208 = -1459466.599186
  nChanged 686
		SP:Iteration 8Q (487.730000 sec): 3 clusters
  Score: Raw -1463190.749253 + Penalty 3223.936208 = -1459966.813045
  nChanged 677
		SP:Iteration 9Q (488.050000 sec): 3 clusters
  Score: Raw -1463739.444915 + Penalty 3223.936208 = -1460515.508707
  nChanged 629
		SP:Iteration 10Q (488.340000 sec): 3 clusters
  Score: Raw -1464134.788226 + Penalty 3223.936208 = -1460910.852018
  nChanged 484
		SP:Iteration 11Q (488.620000 sec): 3 clusters
  Score: Raw -1464403.656738 + Penalty 3223.936208 = -1461179.720530
  nChanged 407
		SP:Iteration 12Q (488.900000 sec): 3 clusters
  Score: Raw -1464636.817037 + Penalty 3223.936208 = -1461412.880829
  nChanged 363
		SP:Iteration 13Q (489.200000 sec): 3 clusters
  Score: Raw -1464884.853249 + Penalty 3223.936208 = -1461660.917041
  nChanged 368
		SP:Iteration 14Q (489.470000 sec): 3 clusters
  Score: Raw -1465184.239995 + Penalty 3223.936208 = -1461960.303787
  nChanged 418
		SP:Iteration 15Q (489.740000 sec): 3 clusters
  Score: Raw -1465532.686876 + Penalty 3223.936208 = -1462308.750668
  nChanged 409
		SP:Iteration 16Q (490.010000 sec): 3 clusters
  Score: Raw -1465850.595972 + Penalty 3223.936208 = -1462626.659764
  nChanged 405
		SP:Iteration 17Q (490.290000 sec): 3 clusters
  Score: Raw -1466174.128213 + Penalty 3223.936208 = -1462950.192005
  nChanged 395
		SP:Iteration 18Q (490.600000 sec): 3 clusters
  Score: Raw -1466499.869120 + Penalty 3223.936208 = -1463275.932912
  nChanged 383
		SP:Iteration 19Q (490.920000 sec): 3 clusters
  Score: Raw -1466832.370294 + Penalty 3223.936208 = -1463608.434086
  nChanged 322
		SP:Iteration 20F (491.260000 sec): 3 clusters
  Score: Raw -1467268.669829 + Penalty 3223.936208 = -1464044.733621
  nChanged 355
		SP:Iteration 21Q (491.550000 sec): 3 clusters
  Score: Raw -1467919.373037 + Penalty 3223.936208 = -1464695.436829
  nChanged 346
		SP:Iteration 22Q (491.830000 sec): 3 clusters
  Score: Raw -1468549.712167 + Penalty 3223.936208 = -1465325.775959
  nChanged 268
		SP:Iteration 23Q (492.120000 sec): 3 clusters
  Score: Raw -1468825.270876 + Penalty 3223.936208 = -1465601.334668
  nChanged 150
		SP:Iteration 24Q (492.410000 sec): 3 clusters
  Score: Raw -1468924.377122 + Penalty 3223.936208 = -1465700.440914
  nChanged 110
		SP:Iteration 25Q (492.680000 sec): 3 clusters
  Score: Raw -1468974.821600 + Penalty 3223.936208 = -1465750.885392
  nChanged 77
		SP:Iteration 26Q (492.920000 sec): 3 clusters
  Score: Raw -1469002.577895 + Penalty 3223.936208 = -1465778.641687
  nChanged 55
		SP:Iteration 27Q (493.140000 sec): 3 clusters
  Score: Raw -1469020.569326 + Penalty 3223.936208 = -1465796.633118
  nChanged 49
		SP:Iteration 28Q (493.400000 sec): 3 clusters
  Score: Raw -1469037.407856 + Penalty 3223.936208 = -1465813.471648
  nChanged 54
		SP:Iteration 29Q (493.700000 sec): 3 clusters
  Score: Raw -1469054.361639 + Penalty 3223.936208 = -1465830.425431
  nChanged 54
		SP:Iteration 30Q (493.970000 sec): 3 clusters
  Score: Raw -1469072.562613 + Penalty 3223.936208 = -1465848.626405
  nChanged 59
		SP:Iteration 31Q (494.230000 sec): 3 clusters
  Score: Raw -1469100.385099 + Penalty 3223.936208 = -1465876.448891
  nChanged 68
		SP:Iteration 32Q (494.530000 sec): 3 clusters
  Score: Raw -1469142.800911 + Penalty 3223.936208 = -1465918.864703
  nChanged 68
		SP:Iteration 33Q (494.740000 sec): 3 clusters
  Score: Raw -1469222.894157 + Penalty 3223.936208 = -1465998.957949
  nChanged 117
		SP:Iteration 34Q (495.030000 sec): 3 clusters
  Score: Raw -1469546.629711 + Penalty 3223.936208 = -1466322.693503
  nChanged 145
		SP:Iteration 35Q (495.250000 sec): 3 clusters
  Score: Raw -1469974.534589 + Penalty 3223.936208 = -1466750.598381
  nChanged 126
		SP:Iteration 36Q (495.480000 sec): 3 clusters
  Score: Raw -1470030.942634 + Penalty 3223.936208 = -1466807.006426
  nChanged 49
		SP:Iteration 37Q (495.760000 sec): 3 clusters
  Score: Raw -1470038.893099 + Penalty 3223.936208 = -1466814.956891
  nChanged 18
		SP:Iteration 38Q (496.010000 sec): 3 clusters
  Score: Raw -1470040.479183 + Penalty 3223.936208 = -1466816.542975
  nChanged 8
		SP:Iteration 39Q (496.210000 sec): 3 clusters
  Score: Raw -1470041.082106 + Penalty 3223.936208 = -1466817.145898
  nChanged 6
		SP:Iteration 40F (496.490000 sec): 3 clusters
  Score: Raw -1470041.499877 + Penalty 3223.936208 = -1466817.563668
  nChanged 2
		SP:Iteration 41Q (496.720000 sec): 3 clusters
  Score: Raw -1470041.706193 + Penalty 3223.936208 = -1466817.769985
  nChanged 1
		SP:Iteration 42Q (497.000000 sec): 3 clusters
  Score: Raw -1470041.766811 + Penalty 3223.936208 = -1466817.830603
  nChanged 0
		SP:Iteration 43F (497.220000 sec): 3 clusters
  Score: Raw -1470041.766811 + Penalty 3223.936208 = -1466817.830603
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (6135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (497.340000 sec): 2 clusters
  Score: Raw -381895.464576 + Penalty 1417.286871 = -380478.177705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (497.540000 sec): 3 clusters
  Score: Raw -378674.588113 + Penalty 2834.573741 = -375840.014372
  nChanged 2548
		SP:Iteration 1F (497.740000 sec): 3 clusters
  Score: Raw -380757.066331 + Penalty 2834.573741 = -377922.492590
  nChanged 706
		SP:Iteration 2F (497.980000 sec): 3 clusters
  Score: Raw -381840.856250 + Penalty 2834.573741 = -379006.282509
  nChanged 637
		SP:Iteration 3F (498.130000 sec): 3 clusters
  Score: Raw -382642.375227 + Penalty 2834.573741 = -379807.801486
  nChanged 479
		SP:Iteration 4F (498.340000 sec): 3 clusters
  Score: Raw -383269.425467 + Penalty 2834.573741 = -380434.851726
  nChanged 426
		SP:Iteration 5F (498.540000 sec): 3 clusters
  Score: Raw -383821.587409 + Penalty 2834.573741 = -380987.013668
  nChanged 325
		SP:Iteration 6F (498.760000 sec): 3 clusters
  Score: Raw -384182.936383 + Penalty 2834.573741 = -381348.362642
  nChanged 247
		SP:Iteration 7Q (498.970000 sec): 3 clusters
  Score: Raw -384386.217559 + Penalty 2834.573741 = -381551.643818
  nChanged 188
		SP:Iteration 8Q (499.190000 sec): 3 clusters
  Score: Raw -384510.654962 + Penalty 2834.573741 = -381676.081221
  nChanged 113
		SP:Iteration 9Q (499.390000 sec): 3 clusters
  Score: Raw -384585.127567 + Penalty 2834.573741 = -381750.553826
  nChanged 99
		SP:Iteration 10Q (499.570000 sec): 3 clusters
  Score: Raw -384644.696031 + Penalty 2834.573741 = -381810.122290
  nChanged 72
		SP:Iteration 11Q (499.780000 sec): 3 clusters
  Score: Raw -384686.406704 + Penalty 2834.573741 = -381851.832963
  nChanged 64
		SP:Iteration 12Q (499.980000 sec): 3 clusters
  Score: Raw -384713.212539 + Penalty 2834.573741 = -381878.638798
  nChanged 47
		SP:Iteration 13Q (500.160000 sec): 3 clusters
  Score: Raw -384733.740524 + Penalty 2834.573741 = -381899.166783
  nChanged 42
		SP:Iteration 14Q (500.360000 sec): 3 clusters
  Score: Raw -384759.048398 + Penalty 2834.573741 = -381924.474657
  nChanged 45
		SP:Iteration 15Q (500.580000 sec): 3 clusters
  Score: Raw -384784.295367 + Penalty 2834.573741 = -381949.721626
  nChanged 35
		SP:Iteration 16Q (500.770000 sec): 3 clusters
  Score: Raw -384794.789298 + Penalty 2834.573741 = -381960.215557
  nChanged 24
		SP:Iteration 17Q (500.980000 sec): 3 clusters
  Score: Raw -384801.993095 + Penalty 2834.573741 = -381967.419354
  nChanged 19
		SP:Iteration 18Q (501.190000 sec): 3 clusters
  Score: Raw -384808.676794 + Penalty 2834.573741 = -381974.103053
  nChanged 16
		SP:Iteration 19Q (501.390000 sec): 3 clusters
  Score: Raw -384811.811191 + Penalty 2834.573741 = -381977.237450
  nChanged 10
		SP:Iteration 20F (501.580000 sec): 3 clusters
  Score: Raw -384814.145495 + Penalty 2834.573741 = -381979.571754
  nChanged 6
		SP:Iteration 21Q (501.810000 sec): 3 clusters
  Score: Raw -384815.380064 + Penalty 2834.573741 = -381980.806323
  nChanged 6
		SP:Iteration 22Q (502.020000 sec): 3 clusters
  Score: Raw -384816.411430 + Penalty 2834.573741 = -381981.837689
  nChanged 4
		SP:Iteration 23Q (502.230000 sec): 3 clusters
  Score: Raw -384817.089146 + Penalty 2834.573741 = -381982.515405
  nChanged 3
		SP:Iteration 24Q (502.430000 sec): 3 clusters
  Score: Raw -384817.498094 + Penalty 2834.573741 = -381982.924353
  nChanged 2
		SP:Iteration 25Q (502.610000 sec): 3 clusters
  Score: Raw -384817.680292 + Penalty 2834.573741 = -381983.106551
  nChanged 0
		SP:Iteration 26F (502.820000 sec): 3 clusters
  Score: Raw -384817.680292 + Penalty 2834.573741 = -381983.106551
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (15439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (502.990000 sec): 2 clusters
  Score: Raw -1154154.394028 + Penalty 1567.255959 = -1152587.138069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (503.200000 sec): 3 clusters
  Score: Raw -1145482.115896 + Penalty 3134.511918 = -1142347.603978
  nChanged 6941
		SP:Iteration 1F (503.440000 sec): 3 clusters
  Score: Raw -1152657.691702 + Penalty 3134.511918 = -1149523.179784
  nChanged 2318
		SP:Iteration 2F (503.690000 sec): 3 clusters
  Score: Raw -1157061.377870 + Penalty 3134.511918 = -1153926.865953
  nChanged 1905
		SP:Iteration 3F (503.900000 sec): 3 clusters
  Score: Raw -1159970.266419 + Penalty 3134.511918 = -1156835.754501
  nChanged 1092
		SP:Iteration 4F (504.160000 sec): 3 clusters
  Score: Raw -1161116.797432 + Penalty 3134.511918 = -1157982.285514
  nChanged 611
		SP:Iteration 5Q (504.390000 sec): 3 clusters
  Score: Raw -1161600.402261 + Penalty 3134.511918 = -1158465.890343
  nChanged 446
		SP:Iteration 6Q (504.620000 sec): 3 clusters
  Score: Raw -1161984.674475 + Penalty 3134.511918 = -1158850.162557
  nChanged 372
		SP:Iteration 7Q (504.900000 sec): 3 clusters
  Score: Raw -1162361.742318 + Penalty 3134.511918 = -1159227.230400
  nChanged 360
		SP:Iteration 8Q (505.130000 sec): 3 clusters
  Score: Raw -1162721.521408 + Penalty 3134.511918 = -1159587.009490
  nChanged 299
		SP:Iteration 9Q (505.320000 sec): 3 clusters
  Score: Raw -1162936.983955 + Penalty 3134.511918 = -1159802.472037
  nChanged 248
		SP:Iteration 10Q (505.570000 sec): 3 clusters
  Score: Raw -1163044.211563 + Penalty 3134.511918 = -1159909.699645
  nChanged 184
		SP:Iteration 11Q (505.810000 sec): 3 clusters
  Score: Raw -1163105.626165 + Penalty 3134.511918 = -1159971.114247
  nChanged 119
		SP:Iteration 12Q (506.090000 sec): 3 clusters
  Score: Raw -1163135.533311 + Penalty 3134.511918 = -1160001.021394
  nChanged 81
		SP:Iteration 13Q (506.300000 sec): 3 clusters
  Score: Raw -1163153.676885 + Penalty 3134.511918 = -1160019.164967
  nChanged 74
		SP:Iteration 14Q (506.580000 sec): 3 clusters
  Score: Raw -1163170.595782 + Penalty 3134.511918 = -1160036.083864
  nChanged 55
		SP:Iteration 15Q (506.790000 sec): 3 clusters
  Score: Raw -1163192.778243 + Penalty 3134.511918 = -1160058.266325
  nChanged 52
		SP:Iteration 16Q (507.000000 sec): 3 clusters
  Score: Raw -1163205.259840 + Penalty 3134.511918 = -1160070.747922
  nChanged 41
		SP:Iteration 17Q (507.290000 sec): 3 clusters
  Score: Raw -1163212.334748 + Penalty 3134.511918 = -1160077.822830
  nChanged 31
		SP:Iteration 18Q (507.480000 sec): 3 clusters
  Score: Raw -1163221.106536 + Penalty 3134.511918 = -1160086.594618
  nChanged 23
		SP:Iteration 19Q (507.770000 sec): 3 clusters
  Score: Raw -1163225.810290 + Penalty 3134.511918 = -1160091.298372
  nChanged 27
		SP:Iteration 20F (508.000000 sec): 3 clusters
  Score: Raw -1163238.689210 + Penalty 3134.511918 = -1160104.177292
  nChanged 24
		SP:Iteration 21Q (508.250000 sec): 3 clusters
  Score: Raw -1163242.713464 + Penalty 3134.511918 = -1160108.201547
  nChanged 19
		SP:Iteration 22Q (508.520000 sec): 3 clusters
  Score: Raw -1163245.983918 + Penalty 3134.511918 = -1160111.472000
  nChanged 25
		SP:Iteration 23Q (508.730000 sec): 3 clusters
  Score: Raw -1163251.954050 + Penalty 3134.511918 = -1160117.442132
  nChanged 27
		SP:Iteration 24Q (509.010000 sec): 3 clusters
  Score: Raw -1163258.831457 + Penalty 3134.511918 = -1160124.319539
  nChanged 26
		SP:Iteration 25Q (509.200000 sec): 3 clusters
  Score: Raw -1163264.958783 + Penalty 3134.511918 = -1160130.446865
  nChanged 33
		SP:Iteration 26Q (509.470000 sec): 3 clusters
  Score: Raw -1163272.063826 + Penalty 3134.511918 = -1160137.551909
  nChanged 31
		SP:Iteration 27Q (509.730000 sec): 3 clusters
  Score: Raw -1163283.981472 + Penalty 3134.511918 = -1160149.469554
  nChanged 39
		SP:Iteration 28Q (509.960000 sec): 3 clusters
  Score: Raw -1163294.644405 + Penalty 3134.511918 = -1160160.132487
  nChanged 33
		SP:Iteration 29Q (510.240000 sec): 3 clusters
  Score: Raw -1163302.627446 + Penalty 3134.511918 = -1160168.115528
  nChanged 22
		SP:Iteration 30Q (510.480000 sec): 3 clusters
  Score: Raw -1163310.107658 + Penalty 3134.511918 = -1160175.595740
  nChanged 30
		SP:Iteration 31Q (510.770000 sec): 3 clusters
  Score: Raw -1163319.137788 + Penalty 3134.511918 = -1160184.625870
  nChanged 44
		SP:Iteration 32Q (511.010000 sec): 3 clusters
  Score: Raw -1163329.340448 + Penalty 3134.511918 = -1160194.828530
  nChanged 45
		SP:Iteration 33Q (511.300000 sec): 3 clusters
  Score: Raw -1163339.865049 + Penalty 3134.511918 = -1160205.353131
  nChanged 38
		SP:Iteration 34Q (511.550000 sec): 3 clusters
  Score: Raw -1163347.524738 + Penalty 3134.511918 = -1160213.012820
  nChanged 31
		SP:Iteration 35Q (511.780000 sec): 3 clusters
  Score: Raw -1163353.975670 + Penalty 3134.511918 = -1160219.463752
  nChanged 25
		SP:Iteration 36Q (512.030000 sec): 3 clusters
  Score: Raw -1163358.993853 + Penalty 3134.511918 = -1160224.481936
  nChanged 19
		SP:Iteration 37Q (512.280000 sec): 3 clusters
  Score: Raw -1163361.797866 + Penalty 3134.511918 = -1160227.285949
  nChanged 12
		SP:Iteration 38Q (512.530000 sec): 3 clusters
  Score: Raw -1163363.167162 + Penalty 3134.511918 = -1160228.655244
  nChanged 14
		SP:Iteration 39Q (512.780000 sec): 3 clusters
  Score: Raw -1163364.527237 + Penalty 3134.511918 = -1160230.015320
  nChanged 14
		SP:Iteration 40F (512.990000 sec): 3 clusters
  Score: Raw -1163365.528400 + Penalty 3134.511918 = -1160231.016483
  nChanged 8
		SP:Iteration 41Q (513.250000 sec): 3 clusters
  Score: Raw -1163366.550030 + Penalty 3134.511918 = -1160232.038112
  nChanged 10
		SP:Iteration 42Q (513.550000 sec): 3 clusters
  Score: Raw -1163368.148547 + Penalty 3134.511918 = -1160233.636629
  nChanged 10
		SP:Iteration 43Q (513.770000 sec): 3 clusters
  Score: Raw -1163368.788918 + Penalty 3134.511918 = -1160234.277000
  nChanged 7
		SP:Iteration 44Q (514.060000 sec): 3 clusters
  Score: Raw -1163369.324977 + Penalty 3134.511918 = -1160234.813059
  nChanged 3
		SP:Iteration 45Q (514.320000 sec): 3 clusters
  Score: Raw -1163369.484146 + Penalty 3134.511918 = -1160234.972228
  nChanged 0
		SP:Iteration 46F (514.560000 sec): 3 clusters
  Score: Raw -1163369.484146 + Penalty 3134.511918 = -1160234.972228
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Iteration 20F (542.110000 sec): 37 clusters
  Score: Raw -34576206.388229 + Penalty 76185.469726 = -34500020.918503
  nChanged 21409
Iteration 21Q (557.020000 sec): 37 clusters
  Score: Raw -34591254.047891 + Penalty 76185.469726 = -34515068.578165
  nChanged 9167
Iteration 22Q (576.190000 sec): 37 clusters
  Score: Raw -34597896.380771 + Penalty 76185.469726 = -34521710.911045
  nChanged 6608
Iteration 23Q (591.740000 sec): 37 clusters
  Score: Raw -34602176.451028 + Penalty 76185.469726 = -34525990.981302
  nChanged 5419
Iteration 24Q (607.300000 sec): 37 clusters
  Score: Raw -34604375.854803 + Penalty 76185.469726 = -34528190.385077
  nChanged 4640
Iteration 25Q (624.190000 sec): 37 clusters
  Score: Raw -34606060.649569 + Penalty 76185.469726 = -34529875.179843
  nChanged 4040
Iteration 26Q (640.060000 sec): 37 clusters
  Score: Raw -34607360.469174 + Penalty 76185.469726 = -34531174.999448
  nChanged 3541
Iteration 27Q (656.420000 sec): 37 clusters
  Score: Raw -34608295.463110 + Penalty 76185.469726 = -34532109.993384
  nChanged 3136
Iteration 28Q (674.610000 sec): 37 clusters
  Score: Raw -34609160.261571 + Penalty 76185.469726 = -34532974.791845
  nChanged 2870
Iteration 29Q (691.850000 sec): 37 clusters
  Score: Raw -34610110.191631 + Penalty 76185.469726 = -34533924.721905
  nChanged 2606
Iteration 30Q (707.870000 sec): 37 clusters
  Score: Raw -34611293.401159 + Penalty 76185.469726 = -34535107.931433
  nChanged 2529
Iteration 31Q (724.660000 sec): 37 clusters
  Score: Raw -34612708.206295 + Penalty 76185.469726 = -34536522.736569
  nChanged 2432
Iteration 32Q (740.830000 sec): 37 clusters
  Score: Raw -34613439.962655 + Penalty 76185.469726 = -34537254.492929
  nChanged 2317
Iteration 33Q (752.990000 sec): 37 clusters
  Score: Raw -34613900.401523 + Penalty 76185.469726 = -34537714.931797
  nChanged 2067
Iteration 34Q (768.570000 sec): 37 clusters
  Score: Raw -34614212.459238 + Penalty 76185.469726 = -34538026.989512
  nChanged 1824
Iteration 35Q (786.550000 sec): 37 clusters
  Score: Raw -34614486.790639 + Penalty 76185.469726 = -34538301.320913
  nChanged 1619
Iteration 36Q (803.340000 sec): 37 clusters
  Score: Raw -34614695.841872 + Penalty 76185.469726 = -34538510.372146
  nChanged 1498
Iteration 37Q (819.000000 sec): 37 clusters
  Score: Raw -34614889.882152 + Penalty 76185.469726 = -34538704.412426
  nChanged 1422
Iteration 38Q (835.770000 sec): 37 clusters
  Score: Raw -34615064.790080 + Penalty 76185.469726 = -34538879.320354
  nChanged 1302
Iteration 39Q (851.460000 sec): 37 clusters
  Score: Raw -34615201.525970 + Penalty 76185.469726 = -34539016.056244
  nChanged 1192
Iteration 40F (879.090000 sec): 37 clusters
  Score: Raw -34616143.019442 + Penalty 76185.469726 = -34539957.549716
  nChanged 1573
Iteration 41Q (894.390000 sec): 37 clusters
  Score: Raw -34616958.197143 + Penalty 76185.469726 = -34540772.727417
  nChanged 1685
Iteration 42Q (910.280000 sec): 37 clusters
  Score: Raw -34617509.492602 + Penalty 76185.469726 = -34541324.022876
  nChanged 1624
Iteration 43Q (925.900000 sec): 37 clusters
  Score: Raw -34617898.753011 + Penalty 76185.469726 = -34541713.283285
  nChanged 1446
Iteration 44Q (944.820000 sec): 37 clusters
  Score: Raw -34618182.975142 + Penalty 76185.469726 = -34541997.505416
  nChanged 1343
Iteration 45Q (961.020000 sec): 37 clusters
  Score: Raw -34618423.590122 + Penalty 76185.469726 = -34542238.120396
  nChanged 1246
Iteration 46Q (976.940000 sec): 37 clusters
  Score: Raw -34618685.303272 + Penalty 76185.469726 = -34542499.833546
  nChanged 1186
Iteration 47Q (993.330000 sec): 37 clusters
  Score: Raw -34618918.420077 + Penalty 76185.469726 = -34542732.950351
  nChanged 1090
Iteration 48Q (1008.900000 sec): 37 clusters
  Score: Raw -34619079.561683 + Penalty 76185.469726 = -34542894.091957
  nChanged 998
Iteration 49Q (1023.960000 sec): 37 clusters
  Score: Raw -34619228.710584 + Penalty 76185.469726 = -34543043.240858
  nChanged 942
Iteration 50Q (1039.450000 sec): 37 clusters
  Score: Raw -34619367.191178 + Penalty 76185.469726 = -34543181.721452
  nChanged 880
Iteration 51Q (1054.250000 sec): 37 clusters
  Score: Raw -34619492.606989 + Penalty 76185.469726 = -34543307.137263
  nChanged 836
Iteration 52Q (1067.950000 sec): 37 clusters
  Score: Raw -34619606.536171 + Penalty 76185.469726 = -34543421.066445
  nChanged 791
Iteration 53Q (1081.670000 sec): 37 clusters
  Score: Raw -34619718.021750 + Penalty 76185.469726 = -34543532.552024
  nChanged 778
Iteration 54Q (1099.950000 sec): 37 clusters
  Score: Raw -34619843.800550 + Penalty 76185.469726 = -34543658.330824
  nChanged 749
Iteration 55Q (1114.100000 sec): 37 clusters
  Score: Raw -34619986.688635 + Penalty 76185.469726 = -34543801.218909
  nChanged 676
Iteration 56Q (1128.720000 sec): 37 clusters
  Score: Raw -34620149.294621 + Penalty 76185.469726 = -34543963.824895
  nChanged 688
Iteration 57Q (1145.260000 sec): 37 clusters
  Score: Raw -34620328.441520 + Penalty 76185.469726 = -34544142.971794
  nChanged 655
Iteration 58Q (1160.560000 sec): 37 clusters
  Score: Raw -34620525.359472 + Penalty 76185.469726 = -34544339.889746
  nChanged 650
Writing temp clu file 
Because OldScore, -34544142.971794, is greater than current (better) Score,-34544339.889746 
 Compute initial score before splitting:   Score: Raw -34620525.359472 + Penalty 76185.469726 = -34544339.889746
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1160.820000 sec): 2 clusters
  Score: Raw -305212.966527 + Penalty 1345.203322 = -303867.763205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1161.010000 sec): 3 clusters
  Score: Raw -303256.483080 + Penalty 2690.406645 = -300566.076435
  nChanged 1592
		SP:Iteration 1F (1161.160000 sec): 3 clusters
  Score: Raw -304629.379185 + Penalty 2690.406645 = -301938.972540
  nChanged 469
		SP:Iteration 2F (1161.350000 sec): 3 clusters
  Score: Raw -305326.527554 + Penalty 2690.406645 = -302636.120909
  nChanged 386
		SP:Iteration 3F (1161.520000 sec): 3 clusters
  Score: Raw -305801.723791 + Penalty 2690.406645 = -303111.317147
  nChanged 304
		SP:Iteration 4F (1161.710000 sec): 3 clusters
  Score: Raw -306129.794007 + Penalty 2690.406645 = -303439.387362
  nChanged 231
		SP:Iteration 5F (1161.880000 sec): 3 clusters
  Score: Raw -306392.416684 + Penalty 2690.406645 = -303702.010039
  nChanged 203
		SP:Iteration 6F (1162.080000 sec): 3 clusters
  Score: Raw -306608.159842 + Penalty 2690.406645 = -303917.753198
  nChanged 165
		SP:Iteration 7Q (1162.210000 sec): 3 clusters
  Score: Raw -306752.485986 + Penalty 2690.406645 = -304062.079342
  nChanged 130
		SP:Iteration 8Q (1162.450000 sec): 3 clusters
  Score: Raw -306875.050043 + Penalty 2690.406645 = -304184.643399
  nChanged 101
		SP:Iteration 9Q (1162.620000 sec): 3 clusters
  Score: Raw -306958.278627 + Penalty 2690.406645 = -304267.871982
  nChanged 76
		SP:Iteration 10Q (1162.810000 sec): 3 clusters
  Score: Raw -307002.935146 + Penalty 2690.406645 = -304312.528501
  nChanged 55
		SP:Iteration 11Q (1162.990000 sec): 3 clusters
  Score: Raw -307031.300303 + Penalty 2690.406645 = -304340.893658
  nChanged 46
		SP:Iteration 12Q (1163.220000 sec): 3 clusters
  Score: Raw -307053.704642 + Penalty 2690.406645 = -304363.297998
  nChanged 52
		SP:Iteration 13Q (1163.380000 sec): 3 clusters
  Score: Raw -307082.208928 + Penalty 2690.406645 = -304391.802283
  nChanged 53
		SP:Iteration 14Q (1163.580000 sec): 3 clusters
  Score: Raw -307131.257178 + Penalty 2690.406645 = -304440.850534
  nChanged 59
		SP:Iteration 15Q (1163.800000 sec): 3 clusters
  Score: Raw -307192.223130 + Penalty 2690.406645 = -304501.816486
  nChanged 57
		SP:Iteration 16Q (1163.970000 sec): 3 clusters
  Score: Raw -307248.522297 + Penalty 2690.406645 = -304558.115653
  nChanged 55
		SP:Iteration 17Q (1164.150000 sec): 3 clusters
  Score: Raw -307313.509763 + Penalty 2690.406645 = -304623.103119
  nChanged 46
		SP:Iteration 18Q (1164.380000 sec): 3 clusters
  Score: Raw -307356.392699 + Penalty 2690.406645 = -304665.986054
  nChanged 35
		SP:Iteration 19Q (1164.580000 sec): 3 clusters
  Score: Raw -307381.433137 + Penalty 2690.406645 = -304691.026492
  nChanged 30
		SP:Iteration 20F (1164.780000 sec): 3 clusters
  Score: Raw -307409.717833 + Penalty 2690.406645 = -304719.311188
  nChanged 30
		SP:Iteration 21Q (1164.930000 sec): 3 clusters
  Score: Raw -307432.398582 + Penalty 2690.406645 = -304741.991937
  nChanged 27
		SP:Iteration 22Q (1165.160000 sec): 3 clusters
  Score: Raw -307448.873641 + Penalty 2690.406645 = -304758.466996
  nChanged 30
		SP:Iteration 23Q (1165.360000 sec): 3 clusters
  Score: Raw -307466.965683 + Penalty 2690.406645 = -304776.559039
  nChanged 29
		SP:Iteration 24Q (1165.550000 sec): 3 clusters
  Score: Raw -307491.672785 + Penalty 2690.406645 = -304801.266141
  nChanged 27
		SP:Iteration 25Q (1165.760000 sec): 3 clusters
  Score: Raw -307522.901583 + Penalty 2690.406645 = -304832.494938
  nChanged 33
		SP:Iteration 26Q (1165.940000 sec): 3 clusters
  Score: Raw -307571.157355 + Penalty 2690.406645 = -304880.750711
  nChanged 46
		SP:Iteration 27Q (1166.140000 sec): 3 clusters
  Score: Raw -307650.241768 + Penalty 2690.406645 = -304959.835123
  nChanged 49
		SP:Iteration 28Q (1166.340000 sec): 3 clusters
  Score: Raw -307781.508770 + Penalty 2690.406645 = -305091.102125
  nChanged 67
		SP:Iteration 29Q (1166.490000 sec): 3 clusters
  Score: Raw -308062.834366 + Penalty 2690.406645 = -305372.427722
  nChanged 72
		SP:Iteration 30Q (1166.700000 sec): 3 clusters
  Score: Raw -308222.170678 + Penalty 2690.406645 = -305531.764033
  nChanged 69
		SP:Iteration 31Q (1166.900000 sec): 3 clusters
  Score: Raw -308311.726356 + Penalty 2690.406645 = -305621.319711
  nChanged 75
		SP:Iteration 32Q (1167.030000 sec): 3 clusters
  Score: Raw -308449.300305 + Penalty 2690.406645 = -305758.893660
  nChanged 45
		SP:Iteration 33Q (1167.240000 sec): 3 clusters
  Score: Raw -308488.667312 + Penalty 2690.406645 = -305798.260667
  nChanged 26
		SP:Iteration 34Q (1167.410000 sec): 3 clusters
  Score: Raw -308502.413290 + Penalty 2690.406645 = -305812.006646
  nChanged 20
		SP:Iteration 35Q (1167.600000 sec): 3 clusters
  Score: Raw -308514.194339 + Penalty 2690.406645 = -305823.787695
  nChanged 19
		SP:Iteration 36Q (1167.840000 sec): 3 clusters
  Score: Raw -308523.740785 + Penalty 2690.406645 = -305833.334140
  nChanged 12
		SP:Iteration 37Q (1168.010000 sec): 3 clusters
  Score: Raw -308528.944681 + Penalty 2690.406645 = -305838.538037
  nChanged 9
		SP:Iteration 38Q (1168.240000 sec): 3 clusters
  Score: Raw -308532.809052 + Penalty 2690.406645 = -305842.402407
  nChanged 8
		SP:Iteration 39Q (1168.400000 sec): 3 clusters
  Score: Raw -308535.778613 + Penalty 2690.406645 = -305845.371969
  nChanged 1
		SP:Iteration 40F (1168.610000 sec): 3 clusters
  Score: Raw -308559.281729 + Penalty 2690.406645 = -305868.875084
  nChanged 13
		SP:Iteration 41Q (1168.770000 sec): 3 clusters
  Score: Raw -308588.434329 + Penalty 2690.406645 = -305898.027685
  nChanged 24
		SP:Iteration 42Q (1168.910000 sec): 3 clusters
  Score: Raw -308617.390526 + Penalty 2690.406645 = -305926.983881
  nChanged 35
		SP:Iteration 43Q (1169.110000 sec): 3 clusters
  Score: Raw -308664.471129 + Penalty 2690.406645 = -305974.064484
  nChanged 64
		SP:Iteration 44Q (1169.320000 sec): 3 clusters
  Score: Raw -308799.379393 + Penalty 2690.406645 = -306108.972749
  nChanged 107
		SP:Iteration 45Q (1169.470000 sec): 3 clusters
  Score: Raw -309088.103303 + Penalty 2690.406645 = -306397.696658
  nChanged 131
		SP:Iteration 46Q (1169.640000 sec): 3 clusters
  Score: Raw -309507.314905 + Penalty 2690.406645 = -306816.908260
  nChanged 92
		SP:Iteration 47Q (1169.820000 sec): 3 clusters
  Score: Raw -309841.351035 + Penalty 2690.406645 = -307150.944390
  nChanged 74
		SP:Iteration 48Q (1170.040000 sec): 3 clusters
  Score: Raw -310033.669030 + Penalty 2690.406645 = -307343.262385
  nChanged 45
		SP:Iteration 49Q (1170.190000 sec): 3 clusters
  Score: Raw -310105.720235 + Penalty 2690.406645 = -307415.313590
  nChanged 32
		SP:Iteration 50Q (1170.330000 sec): 3 clusters
  Score: Raw -310136.823307 + Penalty 2690.406645 = -307446.416662
  nChanged 20
		SP:Iteration 51Q (1170.520000 sec): 3 clusters
  Score: Raw -310149.204491 + Penalty 2690.406645 = -307458.797847
  nChanged 11
		SP:Iteration 52Q (1170.730000 sec): 3 clusters
  Score: Raw -310154.994556 + Penalty 2690.406645 = -307464.587911
  nChanged 12
		SP:Iteration 53Q (1170.910000 sec): 3 clusters
  Score: Raw -310160.831554 + Penalty 2690.406645 = -307470.424909
  nChanged 8
		SP:Iteration 54Q (1171.060000 sec): 3 clusters
  Score: Raw -310164.254294 + Penalty 2690.406645 = -307473.847649
  nChanged 6
		SP:Iteration 55Q (1171.250000 sec): 3 clusters
  Score: Raw -310167.075057 + Penalty 2690.406645 = -307476.668413
  nChanged 9
		SP:Iteration 56Q (1171.420000 sec): 3 clusters
  Score: Raw -310169.902665 + Penalty 2690.406645 = -307479.496021
  nChanged 6
		SP:Iteration 57Q (1171.560000 sec): 3 clusters
  Score: Raw -310172.239694 + Penalty 2690.406645 = -307481.833049
  nChanged 3
		SP:Iteration 58Q (1171.750000 sec): 3 clusters
  Score: Raw -310173.335825 + Penalty 2690.406645 = -307482.929181
  nChanged 4
		SP:Iteration 59Q (1171.900000 sec): 3 clusters
  Score: Raw -310174.224823 + Penalty 2690.406645 = -307483.818179
  nChanged 0
		SP:Iteration 60F (1172.090000 sec): 3 clusters
  Score: Raw -310174.224823 + Penalty 2690.406645 = -307483.818179
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (3076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1172.180000 sec): 2 clusters
  Score: Raw -253376.470771 + Penalty 1305.100116 = -252071.370654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1172.350000 sec): 3 clusters
  Score: Raw -251919.851738 + Penalty 2610.200232 = -249309.651506
  nChanged 1172
		SP:Iteration 1F (1172.560000 sec): 3 clusters
  Score: Raw -252750.535810 + Penalty 2610.200232 = -250140.335578
  nChanged 294
		SP:Iteration 2F (1172.730000 sec): 3 clusters
  Score: Raw -253013.767404 + Penalty 2610.200232 = -250403.567171
  nChanged 211
		SP:Iteration 3F (1172.940000 sec): 3 clusters
  Score: Raw -253216.448960 + Penalty 2610.200232 = -250606.248727
  nChanged 228
		SP:Iteration 4F (1173.140000 sec): 3 clusters
  Score: Raw -253439.082596 + Penalty 2610.200232 = -250828.882364
  nChanged 242
		SP:Iteration 5F (1173.350000 sec): 3 clusters
  Score: Raw -253706.214514 + Penalty 2610.200232 = -251096.014281
  nChanged 205
		SP:Iteration 6F (1173.570000 sec): 3 clusters
  Score: Raw -253918.124026 + Penalty 2610.200232 = -251307.923793
  nChanged 138
		SP:Iteration 7Q (1173.760000 sec): 3 clusters
  Score: Raw -254041.032642 + Penalty 2610.200232 = -251430.832410
  nChanged 90
		SP:Iteration 8Q (1173.990000 sec): 3 clusters
  Score: Raw -254106.695150 + Penalty 2610.200232 = -251496.494917
  nChanged 67
		SP:Iteration 9Q (1174.150000 sec): 3 clusters
  Score: Raw -254149.027268 + Penalty 2610.200232 = -251538.827035
  nChanged 34
		SP:Iteration 10Q (1174.380000 sec): 3 clusters
  Score: Raw -254177.024407 + Penalty 2610.200232 = -251566.824175
  nChanged 26
		SP:Iteration 11Q (1174.550000 sec): 3 clusters
  Score: Raw -254195.158328 + Penalty 2610.200232 = -251584.958095
  nChanged 24
		SP:Iteration 12Q (1174.690000 sec): 3 clusters
  Score: Raw -254208.288110 + Penalty 2610.200232 = -251598.087878
  nChanged 19
		SP:Iteration 13Q (1174.900000 sec): 3 clusters
  Score: Raw -254218.656706 + Penalty 2610.200232 = -251608.456473
  nChanged 15
		SP:Iteration 14Q (1175.050000 sec): 3 clusters
  Score: Raw -254229.145148 + Penalty 2610.200232 = -251618.944915
  nChanged 16
		SP:Iteration 15Q (1175.220000 sec): 3 clusters
  Score: Raw -254238.826555 + Penalty 2610.200232 = -251628.626323
  nChanged 16
		SP:Iteration 16Q (1175.380000 sec): 3 clusters
  Score: Raw -254247.724759 + Penalty 2610.200232 = -251637.524526
  nChanged 19
		SP:Iteration 17Q (1175.560000 sec): 3 clusters
  Score: Raw -254259.153408 + Penalty 2610.200232 = -251648.953176
  nChanged 21
		SP:Iteration 18Q (1175.780000 sec): 3 clusters
  Score: Raw -254274.322456 + Penalty 2610.200232 = -251664.122223
  nChanged 16
		SP:Iteration 19Q (1175.950000 sec): 3 clusters
  Score: Raw -254283.997547 + Penalty 2610.200232 = -251673.797314
  nChanged 11
		SP:Iteration 20F (1176.120000 sec): 3 clusters
  Score: Raw -254290.420361 + Penalty 2610.200232 = -251680.220129
  nChanged 12
		SP:Iteration 21Q (1176.290000 sec): 3 clusters
  Score: Raw -254297.303565 + Penalty 2610.200232 = -251687.103332
  nChanged 17
		SP:Iteration 22Q (1176.480000 sec): 3 clusters
  Score: Raw -254305.654619 + Penalty 2610.200232 = -251695.454387
  nChanged 12
		SP:Iteration 23Q (1176.670000 sec): 3 clusters
  Score: Raw -254314.224817 + Penalty 2610.200232 = -251704.024585
  nChanged 18
		SP:Iteration 24Q (1176.900000 sec): 3 clusters
  Score: Raw -254326.530007 + Penalty 2610.200232 = -251716.329774
  nChanged 16
		SP:Iteration 25Q (1177.080000 sec): 3 clusters
  Score: Raw -254335.722751 + Penalty 2610.200232 = -251725.522519
  nChanged 19
		SP:Iteration 26Q (1177.260000 sec): 3 clusters
  Score: Raw -254345.023535 + Penalty 2610.200232 = -251734.823303
  nChanged 18
		SP:Iteration 27Q (1177.440000 sec): 3 clusters
  Score: Raw -254353.659888 + Penalty 2610.200232 = -251743.459656
  nChanged 17
		SP:Iteration 28Q (1177.620000 sec): 3 clusters
  Score: Raw -254361.332483 + Penalty 2610.200232 = -251751.132250
  nChanged 18
		SP:Iteration 29Q (1177.810000 sec): 3 clusters
  Score: Raw -254372.302229 + Penalty 2610.200232 = -251762.101996
  nChanged 26
		SP:Iteration 30Q (1178.020000 sec): 3 clusters
  Score: Raw -254387.292562 + Penalty 2610.200232 = -251777.092329
  nChanged 19
		SP:Iteration 31Q (1178.190000 sec): 3 clusters
  Score: Raw -254397.638391 + Penalty 2610.200232 = -251787.438159
  nChanged 15
		SP:Iteration 32Q (1178.370000 sec): 3 clusters
  Score: Raw -254404.476057 + Penalty 2610.200232 = -251794.275824
  nChanged 13
		SP:Iteration 33Q (1178.560000 sec): 3 clusters
  Score: Raw -254410.301648 + Penalty 2610.200232 = -251800.101416
  nChanged 10
		SP:Iteration 34Q (1178.740000 sec): 3 clusters
  Score: Raw -254416.839059 + Penalty 2610.200232 = -251806.638827
  nChanged 16
		SP:Iteration 35Q (1178.880000 sec): 3 clusters
  Score: Raw -254423.259264 + Penalty 2610.200232 = -251813.059032
  nChanged 9
		SP:Iteration 36Q (1179.040000 sec): 3 clusters
  Score: Raw -254426.377724 + Penalty 2610.200232 = -251816.177491
  nChanged 7
		SP:Iteration 37Q (1179.210000 sec): 3 clusters
  Score: Raw -254428.932041 + Penalty 2610.200232 = -251818.731808
  nChanged 3
		SP:Iteration 38Q (1179.420000 sec): 3 clusters
  Score: Raw -254430.085343 + Penalty 2610.200232 = -251819.885110
  nChanged 5
		SP:Iteration 39Q (1179.590000 sec): 3 clusters
  Score: Raw -254431.886531 + Penalty 2610.200232 = -251821.686298
  nChanged 3
		SP:Iteration 40F (1179.770000 sec): 3 clusters
  Score: Raw -254432.973282 + Penalty 2610.200232 = -251822.773050
  nChanged 2
		SP:Iteration 41Q (1179.950000 sec): 3 clusters
  Score: Raw -254433.618175 + Penalty 2610.200232 = -251823.417942
  nChanged 4
		SP:Iteration 42Q (1180.100000 sec): 3 clusters
  Score: Raw -254434.873496 + Penalty 2610.200232 = -251824.673263
  nChanged 2
		SP:Iteration 43Q (1180.270000 sec): 3 clusters
  Score: Raw -254435.493406 + Penalty 2610.200232 = -251825.293173
  nChanged 0
		SP:Iteration 44F (1180.470000 sec): 3 clusters
  Score: Raw -254435.493406 + Penalty 2610.200232 = -251825.293173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (6112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1180.590000 sec): 2 clusters
  Score: Raw -445064.342099 + Penalty 1416.676516 = -443647.665582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1180.780000 sec): 3 clusters
  Score: Raw -441825.494297 + Penalty 2833.353033 = -438992.141265
  nChanged 2502
		SP:Iteration 1F (1180.970000 sec): 3 clusters
  Score: Raw -443393.274008 + Penalty 2833.353033 = -440559.920975
  nChanged 608
		SP:Iteration 2F (1181.220000 sec): 3 clusters
  Score: Raw -444039.368055 + Penalty 2833.353033 = -441206.015022
  nChanged 608
		SP:Iteration 3F (1181.480000 sec): 3 clusters
  Score: Raw -444777.996906 + Penalty 2833.353033 = -441944.643873
  nChanged 534
		SP:Iteration 4F (1181.650000 sec): 3 clusters
  Score: Raw -445362.098814 + Penalty 2833.353033 = -442528.745781
  nChanged 380
		SP:Iteration 5F (1181.850000 sec): 3 clusters
  Score: Raw -445669.399183 + Penalty 2833.353033 = -442836.046150
  nChanged 242
		SP:Iteration 6Q (1182.060000 sec): 3 clusters
  Score: Raw -445818.469647 + Penalty 2833.353033 = -442985.116615
  nChanged 134
		SP:Iteration 7Q (1182.300000 sec): 3 clusters
  Score: Raw -445878.433542 + Penalty 2833.353033 = -443045.080510
  nChanged 75
		SP:Iteration 8Q (1182.500000 sec): 3 clusters
  Score: Raw -445905.625042 + Penalty 2833.353033 = -443072.272009
  nChanged 58
		SP:Iteration 9Q (1182.680000 sec): 3 clusters
  Score: Raw -445925.912178 + Penalty 2833.353033 = -443092.559146
  nChanged 44
		SP:Iteration 10Q (1182.880000 sec): 3 clusters
  Score: Raw -445938.107895 + Penalty 2833.353033 = -443104.754863
  nChanged 31
		SP:Iteration 11Q (1183.130000 sec): 3 clusters
  Score: Raw -445948.053885 + Penalty 2833.353033 = -443114.700853
  nChanged 32
		SP:Iteration 12Q (1183.310000 sec): 3 clusters
  Score: Raw -445957.993956 + Penalty 2833.353033 = -443124.640923
  nChanged 25
		SP:Iteration 13Q (1183.520000 sec): 3 clusters
  Score: Raw -445965.054142 + Penalty 2833.353033 = -443131.701110
  nChanged 22
		SP:Iteration 14Q (1183.670000 sec): 3 clusters
  Score: Raw -445971.874703 + Penalty 2833.353033 = -443138.521671
  nChanged 19
		SP:Iteration 15Q (1183.880000 sec): 3 clusters
  Score: Raw -445976.730717 + Penalty 2833.353033 = -443143.377685
  nChanged 10
		SP:Iteration 16Q (1184.090000 sec): 3 clusters
  Score: Raw -445977.947064 + Penalty 2833.353033 = -443144.594032
  nChanged 3
		SP:Iteration 17Q (1184.270000 sec): 3 clusters
  Score: Raw -445978.664203 + Penalty 2833.353033 = -443145.311171
  nChanged 5
		SP:Iteration 18Q (1184.450000 sec): 3 clusters
  Score: Raw -445979.354707 + Penalty 2833.353033 = -443146.001675
  nChanged 5
		SP:Iteration 19Q (1184.630000 sec): 3 clusters
  Score: Raw -445980.571072 + Penalty 2833.353033 = -443147.218040
  nChanged 4
		SP:Iteration 20F (1184.840000 sec): 3 clusters
  Score: Raw -445981.301727 + Penalty 2833.353033 = -443147.948695
  nChanged 5
		SP:Iteration 21Q (1185.070000 sec): 3 clusters
  Score: Raw -445982.222568 + Penalty 2833.353033 = -443148.869536
  nChanged 9
		SP:Iteration 22Q (1185.250000 sec): 3 clusters
  Score: Raw -445984.765877 + Penalty 2833.353033 = -443151.412845
  nChanged 10
		SP:Iteration 23Q (1185.460000 sec): 3 clusters
  Score: Raw -445986.940013 + Penalty 2833.353033 = -443153.586981
  nChanged 7
		SP:Iteration 24Q (1185.630000 sec): 3 clusters
  Score: Raw -445989.148957 + Penalty 2833.353033 = -443155.795924
  nChanged 10
		SP:Iteration 25Q (1185.800000 sec): 3 clusters
  Score: Raw -445991.314045 + Penalty 2833.353033 = -443157.961012
  nChanged 6
		SP:Iteration 26Q (1185.970000 sec): 3 clusters
  Score: Raw -445992.829693 + Penalty 2833.353033 = -443159.476660
  nChanged 10
		SP:Iteration 27Q (1186.160000 sec): 3 clusters
  Score: Raw -445995.002110 + Penalty 2833.353033 = -443161.649078
  nChanged 10
		SP:Iteration 28Q (1186.390000 sec): 3 clusters
  Score: Raw -445998.333930 + Penalty 2833.353033 = -443164.980897
  nChanged 12
		SP:Iteration 29Q (1186.570000 sec): 3 clusters
  Score: Raw -446000.862997 + Penalty 2833.353033 = -443167.509964
  nChanged 11
		SP:Iteration 30Q (1186.810000 sec): 3 clusters
  Score: Raw -446003.039139 + Penalty 2833.353033 = -443169.686107
  nChanged 7
		SP:Iteration 31Q (1186.980000 sec): 3 clusters
  Score: Raw -446004.048220 + Penalty 2833.353033 = -443170.695187
  nChanged 3
		SP:Iteration 32Q (1187.200000 sec): 3 clusters
  Score: Raw -446004.783260 + Penalty 2833.353033 = -443171.430228
  nChanged 1
		SP:Iteration 33Q (1187.350000 sec): 3 clusters
  Score: Raw -446005.168567 + Penalty 2833.353033 = -443171.815535
  nChanged 1
		SP:Iteration 34Q (1187.580000 sec): 3 clusters
  Score: Raw -446005.233738 + Penalty 2833.353033 = -443171.880706
  nChanged 0
		SP:Iteration 35F (1187.780000 sec): 3 clusters
  Score: Raw -446005.233738 + Penalty 2833.353033 = -443171.880706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (3417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1187.880000 sec): 2 clusters
  Score: Raw -270746.799049 + Penalty 1322.184216 = -269424.614833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1188.120000 sec): 3 clusters
  Score: Raw -269051.748769 + Penalty 2644.368432 = -266407.380337
  nChanged 1316
		SP:Iteration 1F (1188.260000 sec): 3 clusters
  Score: Raw -269904.089010 + Penalty 2644.368432 = -267259.720578
  nChanged 335
		SP:Iteration 2F (1188.460000 sec): 3 clusters
  Score: Raw -270218.078158 + Penalty 2644.368432 = -267573.709726
  nChanged 325
		SP:Iteration 3F (1188.650000 sec): 3 clusters
  Score: Raw -270641.949978 + Penalty 2644.368432 = -267997.581546
  nChanged 297
		SP:Iteration 4F (1188.800000 sec): 3 clusters
  Score: Raw -271078.372457 + Penalty 2644.368432 = -268434.004025
  nChanged 324
		SP:Iteration 5F (1188.980000 sec): 3 clusters
  Score: Raw -271578.939625 + Penalty 2644.368432 = -268934.571193
  nChanged 243
		SP:Iteration 6F (1189.190000 sec): 3 clusters
  Score: Raw -271886.916159 + Penalty 2644.368432 = -269242.547727
  nChanged 135
		SP:Iteration 7Q (1189.340000 sec): 3 clusters
  Score: Raw -272028.898088 + Penalty 2644.368432 = -269384.529656
  nChanged 111
		SP:Iteration 8Q (1189.540000 sec): 3 clusters
  Score: Raw -272139.955483 + Penalty 2644.368432 = -269495.587051
  nChanged 89
		SP:Iteration 9Q (1189.740000 sec): 3 clusters
  Score: Raw -272217.831420 + Penalty 2644.368432 = -269573.462988
  nChanged 62
		SP:Iteration 10Q (1189.950000 sec): 3 clusters
  Score: Raw -272264.327462 + Penalty 2644.368432 = -269619.959030
  nChanged 47
		SP:Iteration 11Q (1190.150000 sec): 3 clusters
  Score: Raw -272296.017107 + Penalty 2644.368432 = -269651.648675
  nChanged 46
		SP:Iteration 12Q (1190.360000 sec): 3 clusters
  Score: Raw -272333.003989 + Penalty 2644.368432 = -269688.635557
  nChanged 51
		SP:Iteration 13Q (1190.570000 sec): 3 clusters
  Score: Raw -272360.684418 + Penalty 2644.368432 = -269716.315986
  nChanged 37
		SP:Iteration 14Q (1190.780000 sec): 3 clusters
  Score: Raw -272388.630342 + Penalty 2644.368432 = -269744.261910
  nChanged 43
		SP:Iteration 15Q (1190.960000 sec): 3 clusters
  Score: Raw -272420.972812 + Penalty 2644.368432 = -269776.604380
  nChanged 49
		SP:Iteration 16Q (1191.160000 sec): 3 clusters
  Score: Raw -272451.097860 + Penalty 2644.368432 = -269806.729428
  nChanged 33
		SP:Iteration 17Q (1191.400000 sec): 3 clusters
  Score: Raw -272468.159971 + Penalty 2644.368432 = -269823.791539
  nChanged 24
		SP:Iteration 18Q (1191.580000 sec): 3 clusters
  Score: Raw -272477.175932 + Penalty 2644.368432 = -269832.807500
  nChanged 17
		SP:Iteration 19Q (1191.760000 sec): 3 clusters
  Score: Raw -272485.418249 + Penalty 2644.368432 = -269841.049817
  nChanged 14
		SP:Iteration 20F (1191.970000 sec): 3 clusters
  Score: Raw -272491.552683 + Penalty 2644.368432 = -269847.184251
  nChanged 7
		SP:Iteration 21Q (1192.180000 sec): 3 clusters
  Score: Raw -272495.126123 + Penalty 2644.368432 = -269850.757691
  nChanged 8
		SP:Iteration 22Q (1192.400000 sec): 3 clusters
  Score: Raw -272497.533704 + Penalty 2644.368432 = -269853.165272
  nChanged 4
		SP:Iteration 23Q (1192.610000 sec): 3 clusters
  Score: Raw -272498.511161 + Penalty 2644.368432 = -269854.142729
  nChanged 5
		SP:Iteration 24Q (1192.810000 sec): 3 clusters
  Score: Raw -272500.543714 + Penalty 2644.368432 = -269856.175282
  nChanged 7
		SP:Iteration 25Q (1193.020000 sec): 3 clusters
  Score: Raw -272502.202460 + Penalty 2644.368432 = -269857.834028
  nChanged 6
		SP:Iteration 26Q (1193.240000 sec): 3 clusters
  Score: Raw -272504.098002 + Penalty 2644.368432 = -269859.729570
  nChanged 6
		SP:Iteration 27Q (1193.420000 sec): 3 clusters
  Score: Raw -272506.520314 + Penalty 2644.368432 = -269862.151882
  nChanged 8
		SP:Iteration 28Q (1193.640000 sec): 3 clusters
  Score: Raw -272509.176517 + Penalty 2644.368432 = -269864.808086
  nChanged 5
		SP:Iteration 29Q (1193.790000 sec): 3 clusters
  Score: Raw -272510.704871 + Penalty 2644.368432 = -269866.336439
  nChanged 5
		SP:Iteration 30Q (1193.960000 sec): 3 clusters
  Score: Raw -272511.590149 + Penalty 2644.368432 = -269867.221717
  nChanged 3
		SP:Iteration 31Q (1194.120000 sec): 3 clusters
  Score: Raw -272512.142323 + Penalty 2644.368432 = -269867.773891
  nChanged 4
		SP:Iteration 32Q (1194.380000 sec): 3 clusters
  Score: Raw -272513.001414 + Penalty 2644.368432 = -269868.632982
  nChanged 6
		SP:Iteration 33Q (1194.570000 sec): 3 clusters
  Score: Raw -272514.474403 + Penalty 2644.368432 = -269870.105971
  nChanged 5
		SP:Iteration 34Q (1194.750000 sec): 3 clusters
  Score: Raw -272516.252163 + Penalty 2644.368432 = -269871.883731
  nChanged 8
		SP:Iteration 35Q (1195.010000 sec): 3 clusters
  Score: Raw -272519.255181 + Penalty 2644.368432 = -269874.886749
  nChanged 6
		SP:Iteration 36Q (1195.190000 sec): 3 clusters
  Score: Raw -272520.947739 + Penalty 2644.368432 = -269876.579307
  nChanged 5
		SP:Iteration 37Q (1195.360000 sec): 3 clusters
  Score: Raw -272522.604392 + Penalty 2644.368432 = -269878.235960
  nChanged 6
		SP:Iteration 38Q (1195.540000 sec): 3 clusters
  Score: Raw -272523.812881 + Penalty 2644.368432 = -269879.444449
  nChanged 3
		SP:Iteration 39Q (1195.750000 sec): 3 clusters
  Score: Raw -272524.381333 + Penalty 2644.368432 = -269880.012901
  nChanged 6
		SP:Iteration 40F (1195.990000 sec): 3 clusters
  Score: Raw -272525.619110 + Penalty 2644.368432 = -269881.250678
  nChanged 6
		SP:Iteration 41Q (1196.190000 sec): 3 clusters
  Score: Raw -272527.367605 + Penalty 2644.368432 = -269882.999173
  nChanged 9
		SP:Iteration 42Q (1196.400000 sec): 3 clusters
  Score: Raw -272529.865418 + Penalty 2644.368432 = -269885.496986
  nChanged 10
		SP:Iteration 43Q (1196.550000 sec): 3 clusters
  Score: Raw -272532.798314 + Penalty 2644.368432 = -269888.429882
  nChanged 9
		SP:Iteration 44Q (1196.760000 sec): 3 clusters
  Score: Raw -272537.444644 + Penalty 2644.368432 = -269893.076213
  nChanged 14
		SP:Iteration 45Q (1196.970000 sec): 3 clusters
  Score: Raw -272542.933433 + Penalty 2644.368432 = -269898.565001
  nChanged 15
		SP:Iteration 46Q (1197.150000 sec): 3 clusters
  Score: Raw -272548.633533 + Penalty 2644.368432 = -269904.265101
  nChanged 16
		SP:Iteration 47Q (1197.320000 sec): 3 clusters
  Score: Raw -272554.497362 + Penalty 2644.368432 = -269910.128930
  nChanged 13
		SP:Iteration 48Q (1197.520000 sec): 3 clusters
  Score: Raw -272559.055327 + Penalty 2644.368432 = -269914.686895
  nChanged 11
		SP:Iteration 49Q (1197.750000 sec): 3 clusters
  Score: Raw -272562.978732 + Penalty 2644.368432 = -269918.610300
  nChanged 6
		SP:Iteration 50Q (1197.940000 sec): 3 clusters
  Score: Raw -272564.393568 + Penalty 2644.368432 = -269920.025136
  nChanged 3
		SP:Iteration 51Q (1198.150000 sec): 3 clusters
  Score: Raw -272564.992132 + Penalty 2644.368432 = -269920.623700
  nChanged 7
		SP:Iteration 52Q (1198.380000 sec): 3 clusters
  Score: Raw -272566.630262 + Penalty 2644.368432 = -269922.261830
  nChanged 4
		SP:Iteration 53Q (1198.550000 sec): 3 clusters
  Score: Raw -272567.940539 + Penalty 2644.368432 = -269923.572107
  nChanged 3
		SP:Iteration 54Q (1198.770000 sec): 3 clusters
  Score: Raw -272568.617150 + Penalty 2644.368432 = -269924.248718
  nChanged 3
		SP:Iteration 55Q (1198.930000 sec): 3 clusters
  Score: Raw -272569.640903 + Penalty 2644.368432 = -269925.272471
  nChanged 4
		SP:Iteration 56Q (1199.100000 sec): 3 clusters
  Score: Raw -272570.767727 + Penalty 2644.368432 = -269926.399295
  nChanged 2
		SP:Iteration 57Q (1199.310000 sec): 3 clusters
  Score: Raw -272571.856332 + Penalty 2644.368432 = -269927.487900
  nChanged 3
		SP:Iteration 58Q (1199.500000 sec): 3 clusters
  Score: Raw -272572.745951 + Penalty 2644.368432 = -269928.377519
  nChanged 1
		SP:Iteration 59Q (1199.710000 sec): 3 clusters
  Score: Raw -272574.019386 + Penalty 2644.368432 = -269929.650954
  nChanged 1
		SP:Iteration 60F (1199.920000 sec): 3 clusters
  Score: Raw -272574.411925 + Penalty 2644.368432 = -269930.043493
  nChanged 1
		SP:Iteration 61Q (1200.110000 sec): 3 clusters
  Score: Raw -272574.579053 + Penalty 2644.368432 = -269930.210621
  nChanged 0
		SP:Iteration 62F (1200.300000 sec): 3 clusters
  Score: Raw -272574.579053 + Penalty 2644.368432 = -269930.210621
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (5738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1200.420000 sec): 2 clusters
  Score: Raw -384341.629764 + Penalty 1406.415724 = -382935.214039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1200.630000 sec): 3 clusters
  Score: Raw -381496.280467 + Penalty 2812.831449 = -378683.449018
  nChanged 2442
		SP:Iteration 1F (1200.820000 sec): 3 clusters
  Score: Raw -385335.575733 + Penalty 2812.831449 = -382522.744284
  nChanged 872
		SP:Iteration 2F (1201.040000 sec): 3 clusters
  Score: Raw -387696.848058 + Penalty 2812.831449 = -384884.016609
  nChanged 656
		SP:Iteration 3F (1201.310000 sec): 3 clusters
  Score: Raw -389190.503189 + Penalty 2812.831449 = -386377.671740
  nChanged 382
		SP:Iteration 4F (1201.530000 sec): 3 clusters
  Score: Raw -389749.595376 + Penalty 2812.831449 = -386936.763927
  nChanged 233
		SP:Iteration 5Q (1201.720000 sec): 3 clusters
  Score: Raw -390089.090747 + Penalty 2812.831449 = -387276.259298
  nChanged 212
		SP:Iteration 6Q (1201.910000 sec): 3 clusters
  Score: Raw -390751.968557 + Penalty 2812.831449 = -387939.137108
  nChanged 190
		SP:Iteration 7Q (1202.110000 sec): 3 clusters
  Score: Raw -391438.151647 + Penalty 2812.831449 = -388625.320198
  nChanged 121
		SP:Iteration 8Q (1202.280000 sec): 3 clusters
  Score: Raw -391607.782027 + Penalty 2812.831449 = -388794.950578
  nChanged 70
		SP:Iteration 9Q (1202.480000 sec): 3 clusters
  Score: Raw -391645.170476 + Penalty 2812.831449 = -388832.339027
  nChanged 31
		SP:Iteration 10Q (1202.650000 sec): 3 clusters
  Score: Raw -391661.391522 + Penalty 2812.831449 = -388848.560073
  nChanged 17
		SP:Iteration 11Q (1202.890000 sec): 3 clusters
  Score: Raw -391670.603511 + Penalty 2812.831449 = -388857.772062
  nChanged 14
		SP:Iteration 12Q (1203.080000 sec): 3 clusters
  Score: Raw -391679.743352 + Penalty 2812.831449 = -388866.911903
  nChanged 13
		SP:Iteration 13Q (1203.280000 sec): 3 clusters
  Score: Raw -391693.201376 + Penalty 2812.831449 = -388880.369927
  nChanged 15
		SP:Iteration 14Q (1203.480000 sec): 3 clusters
  Score: Raw -391703.609900 + Penalty 2812.831449 = -388890.778451
  nChanged 13
		SP:Iteration 15Q (1203.710000 sec): 3 clusters
  Score: Raw -391714.681917 + Penalty 2812.831449 = -388901.850468
  nChanged 18
		SP:Iteration 16Q (1203.910000 sec): 3 clusters
  Score: Raw -391726.199971 + Penalty 2812.831449 = -388913.368523
  nChanged 12
		SP:Iteration 17Q (1204.150000 sec): 3 clusters
  Score: Raw -391730.831577 + Penalty 2812.831449 = -388918.000128
  nChanged 10
		SP:Iteration 18Q (1204.300000 sec): 3 clusters
  Score: Raw -391734.097901 + Penalty 2812.831449 = -388921.266452
  nChanged 6
		SP:Iteration 19Q (1204.510000 sec): 3 clusters
  Score: Raw -391735.484551 + Penalty 2812.831449 = -388922.653103
  nChanged 2
		SP:Iteration 20F (1204.740000 sec): 3 clusters
  Score: Raw -391736.511589 + Penalty 2812.831449 = -388923.680140
  nChanged 1
		SP:Iteration 21Q (1204.910000 sec): 3 clusters
  Score: Raw -391737.326536 + Penalty 2812.831449 = -388924.495087
  nChanged 1
		SP:Iteration 22Q (1205.150000 sec): 3 clusters
  Score: Raw -391737.611149 + Penalty 2812.831449 = -388924.779700
  nChanged 1
		SP:Iteration 23Q (1205.360000 sec): 3 clusters
  Score: Raw -391737.726172 + Penalty 2812.831449 = -388924.894723
  nChanged 0
		SP:Iteration 24F (1205.560000 sec): 3 clusters
  Score: Raw -391737.726172 + Penalty 2812.831449 = -388924.894723
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (8317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1205.700000 sec): 2 clusters
  Score: Raw -648299.421068 + Penalty 1466.734245 = -646832.686823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1205.970000 sec): 3 clusters
  Score: Raw -643823.017678 + Penalty 2933.468490 = -640889.549188
  nChanged 3585
		SP:Iteration 1F (1206.230000 sec): 3 clusters
  Score: Raw -648416.335608 + Penalty 2933.468490 = -645482.867118
  nChanged 1217
		SP:Iteration 2F (1206.500000 sec): 3 clusters
  Score: Raw -652157.007843 + Penalty 2933.468490 = -649223.539353
  nChanged 956
		SP:Iteration 3F (1206.730000 sec): 3 clusters
  Score: Raw -655225.068320 + Penalty 2933.468490 = -652291.599830
  nChanged 673
		SP:Iteration 4F (1206.970000 sec): 3 clusters
  Score: Raw -657012.437125 + Penalty 2933.468490 = -654078.968635
  nChanged 384
		SP:Iteration 5Q (1207.290000 sec): 3 clusters
  Score: Raw -658144.941780 + Penalty 2933.468490 = -655211.473290
  nChanged 167
		SP:Iteration 6Q (1207.470000 sec): 3 clusters
  Score: Raw -658512.470936 + Penalty 2933.468490 = -655579.002446
  nChanged 87
		SP:Iteration 7Q (1207.720000 sec): 3 clusters
  Score: Raw -658635.956058 + Penalty 2933.468490 = -655702.487568
  nChanged 50
		SP:Iteration 8Q (1207.910000 sec): 3 clusters
  Score: Raw -658699.194536 + Penalty 2933.468490 = -655765.726046
  nChanged 31
		SP:Iteration 9Q (1208.150000 sec): 3 clusters
  Score: Raw -658731.473824 + Penalty 2933.468490 = -655798.005335
  nChanged 28
		SP:Iteration 10Q (1208.400000 sec): 3 clusters
  Score: Raw -658751.514463 + Penalty 2933.468490 = -655818.045973
  nChanged 10
		SP:Iteration 11Q (1208.580000 sec): 3 clusters
  Score: Raw -658757.756471 + Penalty 2933.468490 = -655824.287981
  nChanged 6
		SP:Iteration 12Q (1208.810000 sec): 3 clusters
  Score: Raw -658759.919376 + Penalty 2933.468490 = -655826.450886
  nChanged 4
		SP:Iteration 13Q (1209.020000 sec): 3 clusters
  Score: Raw -658760.987463 + Penalty 2933.468490 = -655827.518973
  nChanged 2
		SP:Iteration 14Q (1209.240000 sec): 3 clusters
  Score: Raw -658761.523052 + Penalty 2933.468490 = -655828.054562
  nChanged 0
		SP:Iteration 15F (1209.480000 sec): 3 clusters
  Score: Raw -658761.523052 + Penalty 2933.468490 = -655828.054562
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (109238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1210.050000 sec): 2 clusters
  Score: Raw -8446668.300819 + Penalty 1885.208693 = -8444783.092125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1210.710000 sec): 3 clusters
  Score: Raw -8375271.066109 + Penalty 3770.417387 = -8371500.648722
  nChanged 52439
		SP:Iteration 1F (1211.350000 sec): 3 clusters
  Score: Raw -8406844.937465 + Penalty 3770.417387 = -8403074.520079
  nChanged 6210
		SP:Iteration 2F (1212.040000 sec): 3 clusters
  Score: Raw -8409779.428088 + Penalty 3770.417387 = -8406009.010702
  nChanged 6812
		SP:Iteration 3F (1212.640000 sec): 3 clusters
  Score: Raw -8413525.994880 + Penalty 3770.417387 = -8409755.577494
  nChanged 7257
		SP:Iteration 4F (1213.280000 sec): 3 clusters
  Score: Raw -8417657.583972 + Penalty 3770.417387 = -8413887.166585
  nChanged 7096
		SP:Iteration 5F (1214.030000 sec): 3 clusters
  Score: Raw -8421443.869438 + Penalty 3770.417387 = -8417673.452051
  nChanged 6280
		SP:Iteration 6F (1214.730000 sec): 3 clusters
  Score: Raw -8424520.442919 + Penalty 3770.417387 = -8420750.025532
  nChanged 5302
		SP:Iteration 7Q (1215.490000 sec): 3 clusters
  Score: Raw -8426893.165218 + Penalty 3770.417387 = -8423122.747831
  nChanged 4372
		SP:Iteration 8Q (1216.220000 sec): 3 clusters
  Score: Raw -8428847.057139 + Penalty 3770.417387 = -8425076.639752
  nChanged 3901
		SP:Iteration 9Q (1216.880000 sec): 3 clusters
  Score: Raw -8430574.327232 + Penalty 3770.417387 = -8426803.909845
  nChanged 3512
		SP:Iteration 10Q (1217.590000 sec): 3 clusters
  Score: Raw -8432175.408575 + Penalty 3770.417387 = -8428404.991188
  nChanged 3144
		SP:Iteration 11Q (1218.410000 sec): 3 clusters
  Score: Raw -8433628.852966 + Penalty 3770.417387 = -8429858.435579
  nChanged 2773
		SP:Iteration 12Q (1219.180000 sec): 3 clusters
  Score: Raw -8434811.751260 + Penalty 3770.417387 = -8431041.333874
  nChanged 2455
		SP:Iteration 13Q (1219.920000 sec): 3 clusters
  Score: Raw -8435737.130611 + Penalty 3770.417387 = -8431966.713224
  nChanged 1993
		SP:Iteration 14Q (1220.660000 sec): 3 clusters
  Score: Raw -8436370.119738 + Penalty 3770.417387 = -8432599.702351
  nChanged 1759
		SP:Iteration 15Q (1221.420000 sec): 3 clusters
  Score: Raw -8436904.086521 + Penalty 3770.417387 = -8433133.669134
  nChanged 1551
		SP:Iteration 16Q (1222.100000 sec): 3 clusters
  Score: Raw -8437356.045504 + Penalty 3770.417387 = -8433585.628117
  nChanged 1529
		SP:Iteration 17Q (1222.790000 sec): 3 clusters
  Score: Raw -8437777.544186 + Penalty 3770.417387 = -8434007.126799
  nChanged 1473
		SP:Iteration 18Q (1223.490000 sec): 3 clusters
  Score: Raw -8438201.886495 + Penalty 3770.417387 = -8434431.469108
  nChanged 1554
		SP:Iteration 19Q (1224.150000 sec): 3 clusters
  Score: Raw -8438661.372449 + Penalty 3770.417387 = -8434890.955062
  nChanged 1518
		SP:Iteration 20F (1224.840000 sec): 3 clusters
  Score: Raw -8439106.772797 + Penalty 3770.417387 = -8435336.355410
  nChanged 1484
		SP:Iteration 21Q (1225.510000 sec): 3 clusters
  Score: Raw -8439553.136853 + Penalty 3770.417387 = -8435782.719466
  nChanged 1488
		SP:Iteration 22Q (1226.130000 sec): 3 clusters
  Score: Raw -8440028.224788 + Penalty 3770.417387 = -8436257.807402
  nChanged 1576
		SP:Iteration 23Q (1226.740000 sec): 3 clusters
  Score: Raw -8440571.514802 + Penalty 3770.417387 = -8436801.097415
  nChanged 1660
		SP:Iteration 24Q (1227.370000 sec): 3 clusters
  Score: Raw -8441194.767305 + Penalty 3770.417387 = -8437424.349918
  nChanged 1648
		SP:Iteration 25Q (1228.090000 sec): 3 clusters
  Score: Raw -8441848.195718 + Penalty 3770.417387 = -8438077.778331
  nChanged 1555
		SP:Iteration 26Q (1228.770000 sec): 3 clusters
  Score: Raw -8442502.442975 + Penalty 3770.417387 = -8438732.025588
  nChanged 1480
		SP:Iteration 27Q (1229.510000 sec): 3 clusters
  Score: Raw -8443162.198532 + Penalty 3770.417387 = -8439391.781145
  nChanged 1466
		SP:Iteration 28Q (1230.190000 sec): 3 clusters
  Score: Raw -8443852.542869 + Penalty 3770.417387 = -8440082.125482
  nChanged 1321
		SP:Iteration 29Q (1230.840000 sec): 3 clusters
  Score: Raw -8444489.353064 + Penalty 3770.417387 = -8440718.935677
  nChanged 1187
		SP:Iteration 30Q (1231.420000 sec): 3 clusters
  Score: Raw -8445076.412994 + Penalty 3770.417387 = -8441305.995607
  nChanged 1051
		SP:Iteration 31Q (1232.020000 sec): 3 clusters
  Score: Raw -8445590.896210 + Penalty 3770.417387 = -8441820.478823
  nChanged 839
		SP:Iteration 32Q (1232.670000 sec): 3 clusters
  Score: Raw -8445982.922861 + Penalty 3770.417387 = -8442212.505474
  nChanged 737
		SP:Iteration 33Q (1233.360000 sec): 3 clusters
  Score: Raw -8446314.142978 + Penalty 3770.417387 = -8442543.725591
  nChanged 535
		SP:Iteration 34Q (1234.060000 sec): 3 clusters
  Score: Raw -8446518.634470 + Penalty 3770.417387 = -8442748.217084
  nChanged 407
		SP:Iteration 35Q (1234.710000 sec): 3 clusters
  Score: Raw -8446664.216196 + Penalty 3770.417387 = -8442893.798810
  nChanged 319
		SP:Iteration 36Q (1235.320000 sec): 3 clusters
  Score: Raw -8446774.541410 + Penalty 3770.417387 = -8443004.124024
  nChanged 246
		SP:Iteration 37Q (1235.880000 sec): 3 clusters
  Score: Raw -8446857.823334 + Penalty 3770.417387 = -8443087.405947
  nChanged 204
		SP:Iteration 38Q (1236.440000 sec): 3 clusters
  Score: Raw -8446929.974064 + Penalty 3770.417387 = -8443159.556678
  nChanged 154
		SP:Iteration 39Q (1237.000000 sec): 3 clusters
  Score: Raw -8446980.348116 + Penalty 3770.417387 = -8443209.930729
  nChanged 130
		SP:Iteration 40F (1237.650000 sec): 3 clusters
  Score: Raw -8447027.456507 + Penalty 3770.417387 = -8443257.039120
  nChanged 127
		SP:Iteration 41Q (1238.240000 sec): 3 clusters
  Score: Raw -8447068.363011 + Penalty 3770.417387 = -8443297.945625
  nChanged 81
		SP:Iteration 42Q (1238.890000 sec): 3 clusters
  Score: Raw -8447094.146690 + Penalty 3770.417387 = -8443323.729303
  nChanged 76
		SP:Iteration 43Q (1239.480000 sec): 3 clusters
  Score: Raw -8447119.261209 + Penalty 3770.417387 = -8443348.843822
  nChanged 69
		SP:Iteration 44Q (1240.180000 sec): 3 clusters
  Score: Raw -8447138.527976 + Penalty 3770.417387 = -8443368.110590
  nChanged 47
		SP:Iteration 45Q (1240.770000 sec): 3 clusters
  Score: Raw -8447151.627919 + Penalty 3770.417387 = -8443381.210532
  nChanged 45
		SP:Iteration 46Q (1241.370000 sec): 3 clusters
  Score: Raw -8447164.608131 + Penalty 3770.417387 = -8443394.190745
  nChanged 39
		SP:Iteration 47Q (1241.950000 sec): 3 clusters
  Score: Raw -8447175.586477 + Penalty 3770.417387 = -8443405.169090
  nChanged 43
		SP:Iteration 48Q (1242.500000 sec): 3 clusters
  Score: Raw -8447185.893964 + Penalty 3770.417387 = -8443415.476577
  nChanged 34
		SP:Iteration 49Q (1243.100000 sec): 3 clusters
  Score: Raw -8447195.604704 + Penalty 3770.417387 = -8443425.187318
  nChanged 32
		SP:Iteration 50Q (1243.650000 sec): 3 clusters
  Score: Raw -8447203.038001 + Penalty 3770.417387 = -8443432.620615
  nChanged 29
		SP:Iteration 51Q (1244.200000 sec): 3 clusters
  Score: Raw -8447210.983964 + Penalty 3770.417387 = -8443440.566577
  nChanged 24
		SP:Iteration 52Q (1244.730000 sec): 3 clusters
  Score: Raw -8447218.357904 + Penalty 3770.417387 = -8443447.940517
  nChanged 28
		SP:Iteration 53Q (1245.280000 sec): 3 clusters
  Score: Raw -8447225.487723 + Penalty 3770.417387 = -8443455.070336
  nChanged 25
		SP:Iteration 54Q (1245.850000 sec): 3 clusters
  Score: Raw -8447233.375502 + Penalty 3770.417387 = -8443462.958116
  nChanged 33
		SP:Iteration 55Q (1246.410000 sec): 3 clusters
  Score: Raw -8447248.958616 + Penalty 3770.417387 = -8443478.541230
  nChanged 39
		SP:Iteration 56Q (1246.930000 sec): 3 clusters
  Score: Raw -8447262.863162 + Penalty 3770.417387 = -8443492.445775
  nChanged 27
		SP:Iteration 57Q (1247.530000 sec): 3 clusters
  Score: Raw -8447273.532538 + Penalty 3770.417387 = -8443503.115151
  nChanged 36
		SP:Iteration 58Q (1248.110000 sec): 3 clusters
  Score: Raw -8447290.452875 + Penalty 3770.417387 = -8443520.035488
  nChanged 36
		SP:Iteration 59Q (1248.690000 sec): 3 clusters
  Score: Raw -8447304.784166 + Penalty 3770.417387 = -8443534.366780
  nChanged 37
		SP:Iteration 60F (1249.450000 sec): 3 clusters
  Score: Raw -8447319.383652 + Penalty 3770.417387 = -8443548.966265
  nChanged 41
		SP:Iteration 61Q (1250.020000 sec): 3 clusters
  Score: Raw -8447335.877505 + Penalty 3770.417387 = -8443565.460118
  nChanged 50
		SP:Iteration 62Q (1250.580000 sec): 3 clusters
  Score: Raw -8447360.426580 + Penalty 3770.417387 = -8443590.009194
  nChanged 56
		SP:Iteration 63Q (1251.130000 sec): 3 clusters
  Score: Raw -8447382.908680 + Penalty 3770.417387 = -8443612.491293
  nChanged 49
		SP:Iteration 64Q (1251.720000 sec): 3 clusters
  Score: Raw -8447404.772153 + Penalty 3770.417387 = -8443634.354766
  nChanged 43
		SP:Iteration 65Q (1252.290000 sec): 3 clusters
  Score: Raw -8447424.988345 + Penalty 3770.417387 = -8443654.570958
  nChanged 48
		SP:Iteration 66Q (1252.880000 sec): 3 clusters
  Score: Raw -8447441.631735 + Penalty 3770.417387 = -8443671.214349
  nChanged 34
		SP:Iteration 67Q (1253.420000 sec): 3 clusters
  Score: Raw -8447450.204471 + Penalty 3770.417387 = -8443679.787084
  nChanged 16
		SP:Iteration 68Q (1253.990000 sec): 3 clusters
  Score: Raw -8447453.641183 + Penalty 3770.417387 = -8443683.223796
  nChanged 17
		SP:Iteration 69Q (1254.560000 sec): 3 clusters
  Score: Raw -8447458.221505 + Penalty 3770.417387 = -8443687.804118
  nChanged 21
		SP:Iteration 70Q (1255.220000 sec): 3 clusters
  Score: Raw -8447463.729920 + Penalty 3770.417387 = -8443693.312533
  nChanged 16
		SP:Iteration 71Q (1255.880000 sec): 3 clusters
  Score: Raw -8447467.889935 + Penalty 3770.417387 = -8443697.472548
  nChanged 11
		SP:Iteration 72Q (1256.480000 sec): 3 clusters
  Score: Raw -8447471.436478 + Penalty 3770.417387 = -8443701.019091
  nChanged 13
		SP:Iteration 73Q (1257.060000 sec): 3 clusters
  Score: Raw -8447474.682030 + Penalty 3770.417387 = -8443704.264644
  nChanged 8
		SP:Iteration 74Q (1257.650000 sec): 3 clusters
  Score: Raw -8447476.086817 + Penalty 3770.417387 = -8443705.669431
  nChanged 6
		SP:Iteration 75Q (1258.200000 sec): 3 clusters
  Score: Raw -8447477.751261 + Penalty 3770.417387 = -8443707.333875
  nChanged 6
		SP:Iteration 76Q (1258.750000 sec): 3 clusters
  Score: Raw -8447479.615870 + Penalty 3770.417387 = -8443709.198483
  nChanged 10
		SP:Iteration 77Q (1259.310000 sec): 3 clusters
  Score: Raw -8447482.360415 + Penalty 3770.417387 = -8443711.943028
  nChanged 10
		SP:Iteration 78Q (1259.910000 sec): 3 clusters
  Score: Raw -8447486.242997 + Penalty 3770.417387 = -8443715.825610
  nChanged 16
		SP:Iteration 79Q (1260.460000 sec): 3 clusters
  Score: Raw -8447491.692703 + Penalty 3770.417387 = -8443721.275316
  nChanged 18
		SP:Iteration 80F (1261.070000 sec): 3 clusters
  Score: Raw -8447497.817067 + Penalty 3770.417387 = -8443727.399680
  nChanged 20
		SP:Iteration 81Q (1261.630000 sec): 3 clusters
  Score: Raw -8447502.878777 + Penalty 3770.417387 = -8443732.461390
  nChanged 19
		SP:Iteration 82Q (1262.270000 sec): 3 clusters
  Score: Raw -8447507.573290 + Penalty 3770.417387 = -8443737.155903
  nChanged 20
		SP:Iteration 83Q (1262.910000 sec): 3 clusters
  Score: Raw -8447514.331313 + Penalty 3770.417387 = -8443743.913926
  nChanged 26
		SP:Iteration 84Q (1263.540000 sec): 3 clusters
  Score: Raw -8447522.390336 + Penalty 3770.417387 = -8443751.972949
  nChanged 28
		SP:Iteration 85Q (1264.140000 sec): 3 clusters
  Score: Raw -8447529.989028 + Penalty 3770.417387 = -8443759.571641
  nChanged 25
		SP:Iteration 86Q (1264.760000 sec): 3 clusters
  Score: Raw -8447539.582502 + Penalty 3770.417387 = -8443769.165115
  nChanged 27
		SP:Iteration 87Q (1265.350000 sec): 3 clusters
  Score: Raw -8447547.093808 + Penalty 3770.417387 = -8443776.676421
  nChanged 19
		SP:Iteration 88Q (1265.890000 sec): 3 clusters
  Score: Raw -8447552.129187 + Penalty 3770.417387 = -8443781.711800
  nChanged 21
		SP:Iteration 89Q (1266.510000 sec): 3 clusters
  Score: Raw -8447558.606569 + Penalty 3770.417387 = -8443788.189182
  nChanged 18
		SP:Iteration 90Q (1267.120000 sec): 3 clusters
  Score: Raw -8447563.356226 + Penalty 3770.417387 = -8443792.938840
  nChanged 16
		SP:Iteration 91Q (1267.720000 sec): 3 clusters
  Score: Raw -8447566.723326 + Penalty 3770.417387 = -8443796.305939
  nChanged 11
		SP:Iteration 92Q (1268.370000 sec): 3 clusters
  Score: Raw -8447568.793800 + Penalty 3770.417387 = -8443798.376413
  nChanged 10
		SP:Iteration 93Q (1268.950000 sec): 3 clusters
  Score: Raw -8447571.290045 + Penalty 3770.417387 = -8443800.872658
  nChanged 8
		SP:Iteration 94Q (1269.530000 sec): 3 clusters
  Score: Raw -8447572.870144 + Penalty 3770.417387 = -8443802.452757
  nChanged 4
		SP:Iteration 95Q (1270.150000 sec): 3 clusters
  Score: Raw -8447573.556947 + Penalty 3770.417387 = -8443803.139560
  nChanged 4
		SP:Iteration 96Q (1270.720000 sec): 3 clusters
  Score: Raw -8447574.405062 + Penalty 3770.417387 = -8443803.987675
  nChanged 5
		SP:Iteration 97Q (1271.240000 sec): 3 clusters
  Score: Raw -8447575.277399 + Penalty 3770.417387 = -8443804.860012
  nChanged 6
		SP:Iteration 98Q (1271.760000 sec): 3 clusters
  Score: Raw -8447576.601814 + Penalty 3770.417387 = -8443806.184428
  nChanged 5
		SP:Iteration 99Q (1272.250000 sec): 3 clusters
  Score: Raw -8447577.159256 + Penalty 3770.417387 = -8443806.741869
  nChanged 2
		SP:Iteration 100F (1272.870000 sec): 3 clusters
  Score: Raw -8447577.448389 + Penalty 3770.417387 = -8443807.031002
  nChanged 1
		SP:Iteration 101Q (1273.460000 sec): 3 clusters
  Score: Raw -8447577.508722 + Penalty 3770.417387 = -8443807.091336
  nChanged 0
		SP:Iteration 102F (1274.160000 sec): 3 clusters
  Score: Raw -8447577.508722 + Penalty 3770.417387 = -8443807.091336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (8033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1274.310000 sec): 2 clusters
  Score: Raw -682292.527468 + Penalty 1461.088417 = -680831.439051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1274.590000 sec): 3 clusters
  Score: Raw -677811.051288 + Penalty 2922.176834 = -674888.874453
  nChanged 3484
		SP:Iteration 1F (1274.810000 sec): 3 clusters
  Score: Raw -679694.344829 + Penalty 2922.176834 = -676772.167995
  nChanged 564
		SP:Iteration 2F (1275.030000 sec): 3 clusters
  Score: Raw -679997.633832 + Penalty 2922.176834 = -677075.456998
  nChanged 475
		SP:Iteration 3F (1275.290000 sec): 3 clusters
  Score: Raw -680287.519587 + Penalty 2922.176834 = -677365.342752
  nChanged 476
		SP:Iteration 4F (1275.480000 sec): 3 clusters
  Score: Raw -680584.084848 + Penalty 2922.176834 = -677661.908014
  nChanged 439
		SP:Iteration 5F (1275.720000 sec): 3 clusters
  Score: Raw -680853.346925 + Penalty 2922.176834 = -677931.170091
  nChanged 424
		SP:Iteration 6F (1275.950000 sec): 3 clusters
  Score: Raw -681118.592835 + Penalty 2922.176834 = -678196.416001
  nChanged 425
		SP:Iteration 7F (1276.200000 sec): 3 clusters
  Score: Raw -681389.318246 + Penalty 2922.176834 = -678467.141411
  nChanged 379
		SP:Iteration 8Q (1276.430000 sec): 3 clusters
  Score: Raw -681614.701848 + Penalty 2922.176834 = -678692.525014
  nChanged 317
		SP:Iteration 9Q (1276.750000 sec): 3 clusters
  Score: Raw -681764.926336 + Penalty 2922.176834 = -678842.749502
  nChanged 265
		SP:Iteration 10Q (1276.990000 sec): 3 clusters
  Score: Raw -681882.186901 + Penalty 2922.176834 = -678960.010067
  nChanged 212
		SP:Iteration 11Q (1277.230000 sec): 3 clusters
  Score: Raw -681966.975598 + Penalty 2922.176834 = -679044.798764
  nChanged 152
		SP:Iteration 12Q (1277.460000 sec): 3 clusters
  Score: Raw -682021.565847 + Penalty 2922.176834 = -679099.389013
  nChanged 125
		SP:Iteration 13Q (1277.730000 sec): 3 clusters
  Score: Raw -682064.819511 + Penalty 2922.176834 = -679142.642676
  nChanged 114
		SP:Iteration 14Q (1277.970000 sec): 3 clusters
  Score: Raw -682106.574279 + Penalty 2922.176834 = -679184.397445
  nChanged 113
		SP:Iteration 15Q (1278.180000 sec): 3 clusters
  Score: Raw -682151.453928 + Penalty 2922.176834 = -679229.277093
  nChanged 115
		SP:Iteration 16Q (1278.450000 sec): 3 clusters
  Score: Raw -682193.570015 + Penalty 2922.176834 = -679271.393180
  nChanged 104
		SP:Iteration 17Q (1278.670000 sec): 3 clusters
  Score: Raw -682236.028515 + Penalty 2922.176834 = -679313.851680
  nChanged 119
		SP:Iteration 18Q (1278.910000 sec): 3 clusters
  Score: Raw -682287.066450 + Penalty 2922.176834 = -679364.889616
  nChanged 106
		SP:Iteration 19Q (1279.170000 sec): 3 clusters
  Score: Raw -682331.344223 + Penalty 2922.176834 = -679409.167389
  nChanged 87
		SP:Iteration 20F (1279.380000 sec): 3 clusters
  Score: Raw -682367.141550 + Penalty 2922.176834 = -679444.964716
  nChanged 90
		SP:Iteration 21Q (1279.620000 sec): 3 clusters
  Score: Raw -682401.605250 + Penalty 2922.176834 = -679479.428416
  nChanged 94
		SP:Iteration 22Q (1279.870000 sec): 3 clusters
  Score: Raw -682444.720993 + Penalty 2922.176834 = -679522.544158
  nChanged 77
		SP:Iteration 23Q (1280.110000 sec): 3 clusters
  Score: Raw -682486.227946 + Penalty 2922.176834 = -679564.051112
  nChanged 84
		SP:Iteration 24Q (1280.330000 sec): 3 clusters
  Score: Raw -682529.772249 + Penalty 2922.176834 = -679607.595415
  nChanged 75
		SP:Iteration 25Q (1280.570000 sec): 3 clusters
  Score: Raw -682562.120516 + Penalty 2922.176834 = -679639.943682
  nChanged 62
		SP:Iteration 26Q (1280.780000 sec): 3 clusters
  Score: Raw -682583.275009 + Penalty 2922.176834 = -679661.098175
  nChanged 48
		SP:Iteration 27Q (1280.990000 sec): 3 clusters
  Score: Raw -682601.443585 + Penalty 2922.176834 = -679679.266751
  nChanged 44
		SP:Iteration 28Q (1281.190000 sec): 3 clusters
  Score: Raw -682620.615766 + Penalty 2922.176834 = -679698.438932
  nChanged 41
		SP:Iteration 29Q (1281.370000 sec): 3 clusters
  Score: Raw -682636.213713 + Penalty 2922.176834 = -679714.036879
  nChanged 37
		SP:Iteration 30Q (1281.580000 sec): 3 clusters
  Score: Raw -682648.929446 + Penalty 2922.176834 = -679726.752612
  nChanged 24
		SP:Iteration 31Q (1281.820000 sec): 3 clusters
  Score: Raw -682656.786002 + Penalty 2922.176834 = -679734.609168
  nChanged 19
		SP:Iteration 32Q (1281.990000 sec): 3 clusters
  Score: Raw -682662.889522 + Penalty 2922.176834 = -679740.712688
  nChanged 18
		SP:Iteration 33Q (1282.210000 sec): 3 clusters
  Score: Raw -682667.491257 + Penalty 2922.176834 = -679745.314423
  nChanged 13
		SP:Iteration 34Q (1282.380000 sec): 3 clusters
  Score: Raw -682670.770802 + Penalty 2922.176834 = -679748.593968
  nChanged 10
		SP:Iteration 35Q (1282.610000 sec): 3 clusters
  Score: Raw -682672.749832 + Penalty 2922.176834 = -679750.572998
  nChanged 6
		SP:Iteration 36Q (1282.820000 sec): 3 clusters
  Score: Raw -682674.344316 + Penalty 2922.176834 = -679752.167481
  nChanged 9
		SP:Iteration 37Q (1283.080000 sec): 3 clusters
  Score: Raw -682676.680276 + Penalty 2922.176834 = -679754.503441
  nChanged 11
		SP:Iteration 38Q (1283.290000 sec): 3 clusters
  Score: Raw -682681.213540 + Penalty 2922.176834 = -679759.036705
  nChanged 20
		SP:Iteration 39Q (1283.570000 sec): 3 clusters
  Score: Raw -682687.257773 + Penalty 2922.176834 = -679765.080939
  nChanged 12
		SP:Iteration 40F (1283.780000 sec): 3 clusters
  Score: Raw -682692.122642 + Penalty 2922.176834 = -679769.945807
  nChanged 12
		SP:Iteration 41Q (1284.000000 sec): 3 clusters
  Score: Raw -682696.473475 + Penalty 2922.176834 = -679774.296641
  nChanged 12
		SP:Iteration 42Q (1284.200000 sec): 3 clusters
  Score: Raw -682699.797719 + Penalty 2922.176834 = -679777.620884
  nChanged 14
		SP:Iteration 43Q (1284.440000 sec): 3 clusters
  Score: Raw -682702.966569 + Penalty 2922.176834 = -679780.789734
  nChanged 12
		SP:Iteration 44Q (1284.640000 sec): 3 clusters
  Score: Raw -682705.618254 + Penalty 2922.176834 = -679783.441420
  nChanged 10
		SP:Iteration 45Q (1284.840000 sec): 3 clusters
  Score: Raw -682708.554383 + Penalty 2922.176834 = -679786.377548
  nChanged 14
		SP:Iteration 46Q (1285.040000 sec): 3 clusters
  Score: Raw -682712.231434 + Penalty 2922.176834 = -679790.054600
  nChanged 12
		SP:Iteration 47Q (1285.300000 sec): 3 clusters
  Score: Raw -682715.018286 + Penalty 2922.176834 = -679792.841451
  nChanged 7
		SP:Iteration 48Q (1285.500000 sec): 3 clusters
  Score: Raw -682716.895159 + Penalty 2922.176834 = -679794.718325
  nChanged 5
		SP:Iteration 49Q (1285.700000 sec): 3 clusters
  Score: Raw -682718.401408 + Penalty 2922.176834 = -679796.224574
  nChanged 4
		SP:Iteration 50Q (1285.940000 sec): 3 clusters
  Score: Raw -682719.222342 + Penalty 2922.176834 = -679797.045508
  nChanged 3
		SP:Iteration 51Q (1286.140000 sec): 3 clusters
  Score: Raw -682719.839598 + Penalty 2922.176834 = -679797.662764
  nChanged 2
		SP:Iteration 52Q (1286.320000 sec): 3 clusters
  Score: Raw -682720.368625 + Penalty 2922.176834 = -679798.191791
  nChanged 2
		SP:Iteration 53Q (1286.540000 sec): 3 clusters
  Score: Raw -682720.936513 + Penalty 2922.176834 = -679798.759679
  nChanged 1
		SP:Iteration 54Q (1286.750000 sec): 3 clusters
  Score: Raw -682721.204554 + Penalty 2922.176834 = -679799.027720
  nChanged 0
		SP:Iteration 55F (1287.040000 sec): 3 clusters
  Score: Raw -682721.204554 + Penalty 2922.176834 = -679799.027720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (1182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1287.110000 sec): 2 clusters
  Score: Raw -87793.760407 + Penalty 1149.681520 = -86644.078887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1287.310000 sec): 3 clusters
  Score: Raw -87506.097964 + Penalty 2299.363039 = -85206.734924
  nChanged 401
		SP:Iteration 1F (1287.500000 sec): 3 clusters
  Score: Raw -87986.616343 + Penalty 2299.363039 = -85687.253303
  nChanged 126
		SP:Iteration 2F (1287.720000 sec): 3 clusters
  Score: Raw -88106.101399 + Penalty 2299.363039 = -85806.738359
  nChanged 74
		SP:Iteration 3F (1287.910000 sec): 3 clusters
  Score: Raw -88170.058610 + Penalty 2299.363039 = -85870.695571
  nChanged 40
		SP:Iteration 4Q (1288.100000 sec): 3 clusters
  Score: Raw -88223.154265 + Penalty 2299.363039 = -85923.791226
  nChanged 41
		SP:Iteration 5Q (1288.270000 sec): 3 clusters
  Score: Raw -88337.516480 + Penalty 2299.363039 = -86038.153441
  nChanged 38
		SP:Iteration 6Q (1288.490000 sec): 3 clusters
  Score: Raw -88461.215629 + Penalty 2299.363039 = -86161.852590
  nChanged 37
		SP:Iteration 7Q (1288.650000 sec): 3 clusters
  Score: Raw -88521.825360 + Penalty 2299.363039 = -86222.462321
  nChanged 37
		SP:Iteration 8Q (1288.860000 sec): 3 clusters
  Score: Raw -88560.595169 + Penalty 2299.363039 = -86261.232130
  nChanged 32
		SP:Iteration 9Q (1289.020000 sec): 3 clusters
  Score: Raw -88616.881657 + Penalty 2299.363039 = -86317.518617
  nChanged 43
		SP:Iteration 10Q (1289.180000 sec): 3 clusters
  Score: Raw -88736.307301 + Penalty 2299.363039 = -86436.944262
  nChanged 59
		SP:Iteration 11Q (1289.390000 sec): 3 clusters
  Score: Raw -88949.585638 + Penalty 2299.363039 = -86650.222599
  nChanged 90
		SP:Iteration 12F (1289.580000 sec): 3 clusters
  Score: Raw -89318.271321 + Penalty 2299.363039 = -87018.908282
  nChanged 88
		SP:Iteration 13F (1289.730000 sec): 3 clusters
  Score: Raw -89592.283485 + Penalty 2299.363039 = -87292.920445
  nChanged 59
		SP:Iteration 14Q (1289.950000 sec): 3 clusters
  Score: Raw -89742.784958 + Penalty 2299.363039 = -87443.421919
  nChanged 21
		SP:Iteration 15Q (1290.170000 sec): 3 clusters
  Score: Raw -89807.831435 + Penalty 2299.363039 = -87508.468395
  nChanged 8
		SP:Iteration 16Q (1290.330000 sec): 3 clusters
  Score: Raw -89829.874520 + Penalty 2299.363039 = -87530.511480
  nChanged 3
		SP:Iteration 17Q (1290.560000 sec): 3 clusters
  Score: Raw -89835.767884 + Penalty 2299.363039 = -87536.404845
  nChanged 1
		SP:Iteration 18Q (1290.700000 sec): 3 clusters
  Score: Raw -89837.739721 + Penalty 2299.363039 = -87538.376682
  nChanged 1
		SP:Iteration 19Q (1290.880000 sec): 3 clusters
  Score: Raw -89838.652530 + Penalty 2299.363039 = -87539.289490
  nChanged 1
		SP:Iteration 20F (1291.100000 sec): 3 clusters
  Score: Raw -89847.997180 + Penalty 2299.363039 = -87548.634141
  nChanged 2
		SP:Iteration 21Q (1291.240000 sec): 3 clusters
  Score: Raw -89875.102560 + Penalty 2299.363039 = -87575.739520
  nChanged 4
		SP:Iteration 22Q (1291.440000 sec): 3 clusters
  Score: Raw -89900.069477 + Penalty 2299.363039 = -87600.706437
  nChanged 2
		SP:Iteration 23Q (1291.650000 sec): 3 clusters
  Score: Raw -89902.697650 + Penalty 2299.363039 = -87603.334611
  nChanged 0
		SP:Iteration 24F (1291.800000 sec): 3 clusters
  Score: Raw -89906.290342 + Penalty 2299.363039 = -87606.927302
  nChanged 1
		SP:Iteration 25Q (1291.950000 sec): 3 clusters
  Score: Raw -89911.399884 + Penalty 2299.363039 = -87612.036844
  nChanged 0
		SP:Iteration 26F (1292.140000 sec): 3 clusters
  Score: Raw -89911.399884 + Penalty 2299.363039 = -87612.036844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (11038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1292.310000 sec): 2 clusters
  Score: Raw -845238.508894 + Penalty 1512.728611 = -843725.780283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1292.490000 sec): 3 clusters
  Score: Raw -838899.465969 + Penalty 3025.457222 = -835874.008747
  nChanged 4830
		SP:Iteration 1F (1292.760000 sec): 3 clusters
  Score: Raw -841762.370897 + Penalty 3025.457222 = -838736.913676
  nChanged 877
		SP:Iteration 2F (1292.930000 sec): 3 clusters
  Score: Raw -842360.863533 + Penalty 3025.457222 = -839335.406311
  nChanged 847
		SP:Iteration 3F (1293.160000 sec): 3 clusters
  Score: Raw -843005.306429 + Penalty 3025.457222 = -839979.849207
  nChanged 865
		SP:Iteration 4F (1293.350000 sec): 3 clusters
  Score: Raw -843728.455862 + Penalty 3025.457222 = -840702.998640
  nChanged 831
		SP:Iteration 5F (1293.560000 sec): 3 clusters
  Score: Raw -844428.814112 + Penalty 3025.457222 = -841403.356890
  nChanged 690
		SP:Iteration 6F (1293.820000 sec): 3 clusters
  Score: Raw -844933.797363 + Penalty 3025.457222 = -841908.340142
  nChanged 513
		SP:Iteration 7Q (1294.090000 sec): 3 clusters
  Score: Raw -845271.869149 + Penalty 3025.457222 = -842246.411927
  nChanged 396
		SP:Iteration 8Q (1294.330000 sec): 3 clusters
  Score: Raw -845484.705253 + Penalty 3025.457222 = -842459.248032
  nChanged 291
		SP:Iteration 9Q (1294.550000 sec): 3 clusters
  Score: Raw -845603.485654 + Penalty 3025.457222 = -842578.028432
  nChanged 201
		SP:Iteration 10Q (1294.760000 sec): 3 clusters
  Score: Raw -845663.085058 + Penalty 3025.457222 = -842637.627837
  nChanged 158
		SP:Iteration 11Q (1294.950000 sec): 3 clusters
  Score: Raw -845701.559181 + Penalty 3025.457222 = -842676.101960
  nChanged 104
		SP:Iteration 12Q (1295.200000 sec): 3 clusters
  Score: Raw -845724.766049 + Penalty 3025.457222 = -842699.308827
  nChanged 74
		SP:Iteration 13Q (1295.430000 sec): 3 clusters
  Score: Raw -845739.022528 + Penalty 3025.457222 = -842713.565306
  nChanged 57
		SP:Iteration 14Q (1295.640000 sec): 3 clusters
  Score: Raw -845748.216232 + Penalty 3025.457222 = -842722.759010
  nChanged 41
		SP:Iteration 15Q (1295.880000 sec): 3 clusters
  Score: Raw -845753.928697 + Penalty 3025.457222 = -842728.471475
  nChanged 29
		SP:Iteration 16Q (1296.150000 sec): 3 clusters
  Score: Raw -845758.479672 + Penalty 3025.457222 = -842733.022451
  nChanged 22
		SP:Iteration 17Q (1296.400000 sec): 3 clusters
  Score: Raw -845761.596192 + Penalty 3025.457222 = -842736.138971
  nChanged 15
		SP:Iteration 18Q (1296.630000 sec): 3 clusters
  Score: Raw -845763.346771 + Penalty 3025.457222 = -842737.889549
  nChanged 17
		SP:Iteration 19Q (1296.840000 sec): 3 clusters
  Score: Raw -845764.840592 + Penalty 3025.457222 = -842739.383370
  nChanged 4
		SP:Iteration 20F (1297.100000 sec): 3 clusters
  Score: Raw -845765.106412 + Penalty 3025.457222 = -842739.649190
  nChanged 7
		SP:Iteration 21Q (1297.330000 sec): 3 clusters
  Score: Raw -845765.633755 + Penalty 3025.457222 = -842740.176533
  nChanged 2
		SP:Iteration 22Q (1297.540000 sec): 3 clusters
  Score: Raw -845765.831426 + Penalty 3025.457222 = -842740.374205
  nChanged 2
		SP:Iteration 23Q (1297.790000 sec): 3 clusters
  Score: Raw -845766.038432 + Penalty 3025.457222 = -842740.581210
  nChanged 1
		SP:Iteration 24Q (1298.070000 sec): 3 clusters
  Score: Raw -845766.237872 + Penalty 3025.457222 = -842740.780651
  nChanged 2
		SP:Iteration 25Q (1298.260000 sec): 3 clusters
  Score: Raw -845766.397553 + Penalty 3025.457222 = -842740.940331
  nChanged 0
		SP:Iteration 26F (1298.480000 sec): 3 clusters
  Score: Raw -845766.397553 + Penalty 3025.457222 = -842740.940331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (5715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1298.630000 sec): 2 clusters
  Score: Raw -431900.244527 + Penalty 1405.763056 = -430494.481471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1298.840000 sec): 3 clusters
  Score: Raw -428855.676259 + Penalty 2811.526112 = -426044.150147
  nChanged 2404
		SP:Iteration 1F (1299.070000 sec): 3 clusters
  Score: Raw -430602.281219 + Penalty 2811.526112 = -427790.755107
  nChanged 641
		SP:Iteration 2F (1299.270000 sec): 3 clusters
  Score: Raw -431414.834216 + Penalty 2811.526112 = -428603.308104
  nChanged 579
		SP:Iteration 3F (1299.490000 sec): 3 clusters
  Score: Raw -432261.712222 + Penalty 2811.526112 = -429450.186109
  nChanged 496
		SP:Iteration 4F (1299.700000 sec): 3 clusters
  Score: Raw -432967.010956 + Penalty 2811.526112 = -430155.484844
  nChanged 375
		SP:Iteration 5F (1299.870000 sec): 3 clusters
  Score: Raw -433418.912837 + Penalty 2811.526112 = -430607.386725
  nChanged 267
		SP:Iteration 6Q (1300.090000 sec): 3 clusters
  Score: Raw -433664.352467 + Penalty 2811.526112 = -430852.826355
  nChanged 173
		SP:Iteration 7Q (1300.300000 sec): 3 clusters
  Score: Raw -433796.629110 + Penalty 2811.526112 = -430985.102998
  nChanged 117
		SP:Iteration 8Q (1300.510000 sec): 3 clusters
  Score: Raw -433866.887621 + Penalty 2811.526112 = -431055.361509
  nChanged 81
		SP:Iteration 9Q (1300.730000 sec): 3 clusters
  Score: Raw -433913.096068 + Penalty 2811.526112 = -431101.569956
  nChanged 61
		SP:Iteration 10Q (1300.900000 sec): 3 clusters
  Score: Raw -433942.063803 + Penalty 2811.526112 = -431130.537690
  nChanged 50
		SP:Iteration 11Q (1301.100000 sec): 3 clusters
  Score: Raw -433960.342907 + Penalty 2811.526112 = -431148.816795
  nChanged 32
		SP:Iteration 12Q (1301.310000 sec): 3 clusters
  Score: Raw -433970.537596 + Penalty 2811.526112 = -431159.011484
  nChanged 35
		SP:Iteration 13Q (1301.510000 sec): 3 clusters
  Score: Raw -433983.010174 + Penalty 2811.526112 = -431171.484061
  nChanged 42
		SP:Iteration 14Q (1301.710000 sec): 3 clusters
  Score: Raw -434000.215535 + Penalty 2811.526112 = -431188.689422
  nChanged 42
		SP:Iteration 15Q (1301.910000 sec): 3 clusters
  Score: Raw -434015.600390 + Penalty 2811.526112 = -431204.074278
  nChanged 43
		SP:Iteration 16Q (1302.090000 sec): 3 clusters
  Score: Raw -434031.465961 + Penalty 2811.526112 = -431219.939848
  nChanged 39
		SP:Iteration 17Q (1302.280000 sec): 3 clusters
  Score: Raw -434044.798819 + Penalty 2811.526112 = -431233.272706
  nChanged 35
		SP:Iteration 18Q (1302.470000 sec): 3 clusters
  Score: Raw -434056.904112 + Penalty 2811.526112 = -431245.378000
  nChanged 30
		SP:Iteration 19Q (1302.640000 sec): 3 clusters
  Score: Raw -434064.894851 + Penalty 2811.526112 = -431253.368738
  nChanged 26
		SP:Iteration 20F (1302.820000 sec): 3 clusters
  Score: Raw -434072.706458 + Penalty 2811.526112 = -431261.180346
  nChanged 25
		SP:Iteration 21Q (1302.980000 sec): 3 clusters
  Score: Raw -434082.107266 + Penalty 2811.526112 = -431270.581153
  nChanged 17
		SP:Iteration 22Q (1303.200000 sec): 3 clusters
  Score: Raw -434088.748486 + Penalty 2811.526112 = -431277.222374
  nChanged 15
		SP:Iteration 23Q (1303.350000 sec): 3 clusters
  Score: Raw -434091.541412 + Penalty 2811.526112 = -431280.015300
  nChanged 11
		SP:Iteration 24Q (1303.580000 sec): 3 clusters
  Score: Raw -434094.167681 + Penalty 2811.526112 = -431282.641569
  nChanged 18
		SP:Iteration 25Q (1303.780000 sec): 3 clusters
  Score: Raw -434098.851198 + Penalty 2811.526112 = -431287.325085
  nChanged 15
		SP:Iteration 26Q (1303.960000 sec): 3 clusters
  Score: Raw -434103.584244 + Penalty 2811.526112 = -431292.058131
  nChanged 17
		SP:Iteration 27Q (1304.180000 sec): 3 clusters
  Score: Raw -434109.055165 + Penalty 2811.526112 = -431297.529053
  nChanged 14
		SP:Iteration 28Q (1304.350000 sec): 3 clusters
  Score: Raw -434113.708540 + Penalty 2811.526112 = -431302.182428
  nChanged 16
		SP:Iteration 29Q (1304.520000 sec): 3 clusters
  Score: Raw -434118.411898 + Penalty 2811.526112 = -431306.885786
  nChanged 14
		SP:Iteration 30Q (1304.700000 sec): 3 clusters
  Score: Raw -434123.335839 + Penalty 2811.526112 = -431311.809727
  nChanged 17
		SP:Iteration 31Q (1304.870000 sec): 3 clusters
  Score: Raw -434131.999059 + Penalty 2811.526112 = -431320.472947
  nChanged 17
		SP:Iteration 32Q (1305.010000 sec): 3 clusters
  Score: Raw -434138.174149 + Penalty 2811.526112 = -431326.648037
  nChanged 15
		SP:Iteration 33Q (1305.260000 sec): 3 clusters
  Score: Raw -434143.721332 + Penalty 2811.526112 = -431332.195220
  nChanged 12
		SP:Iteration 34Q (1305.460000 sec): 3 clusters
  Score: Raw -434146.591391 + Penalty 2811.526112 = -431335.065279
  nChanged 8
		SP:Iteration 35Q (1305.650000 sec): 3 clusters
  Score: Raw -434147.761047 + Penalty 2811.526112 = -431336.234935
  nChanged 4
		SP:Iteration 36Q (1305.890000 sec): 3 clusters
  Score: Raw -434148.450382 + Penalty 2811.526112 = -431336.924269
  nChanged 5
		SP:Iteration 37Q (1306.070000 sec): 3 clusters
  Score: Raw -434149.389310 + Penalty 2811.526112 = -431337.863198
  nChanged 5
		SP:Iteration 38Q (1306.310000 sec): 3 clusters
  Score: Raw -434150.566794 + Penalty 2811.526112 = -431339.040682
  nChanged 2
		SP:Iteration 39Q (1306.490000 sec): 3 clusters
  Score: Raw -434150.982644 + Penalty 2811.526112 = -431339.456531
  nChanged 3
		SP:Iteration 40F (1306.690000 sec): 3 clusters
  Score: Raw -434151.676713 + Penalty 2811.526112 = -431340.150601
  nChanged 1
		SP:Iteration 41Q (1306.880000 sec): 3 clusters
  Score: Raw -434151.891899 + Penalty 2811.526112 = -431340.365787
  nChanged 1
		SP:Iteration 42Q (1307.070000 sec): 3 clusters
  Score: Raw -434152.080503 + Penalty 2811.526112 = -431340.554391
  nChanged 3
		SP:Iteration 43Q (1307.270000 sec): 3 clusters
  Score: Raw -434152.368250 + Penalty 2811.526112 = -431340.842138
  nChanged 1
		SP:Iteration 44Q (1307.500000 sec): 3 clusters
  Score: Raw -434152.494683 + Penalty 2811.526112 = -431340.968571
  nChanged 0
		SP:Iteration 45F (1307.720000 sec): 3 clusters
  Score: Raw -434152.494683 + Penalty 2811.526112 = -431340.968571
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (1026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1307.810000 sec): 2 clusters
  Score: Raw -75465.211535 + Penalty 1126.681242 = -74338.530293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1307.990000 sec): 3 clusters
  Score: Raw -75171.801929 + Penalty 2253.362483 = -72918.439446
  nChanged 308
		SP:Iteration 1F (1308.170000 sec): 3 clusters
  Score: Raw -75584.964337 + Penalty 2253.362483 = -73331.601854
  nChanged 103
		SP:Iteration 2F (1308.360000 sec): 3 clusters
  Score: Raw -75726.938161 + Penalty 2253.362483 = -73473.575677
  nChanged 68
		SP:Iteration 3F (1308.550000 sec): 3 clusters
  Score: Raw -75840.454365 + Penalty 2253.362483 = -73587.091882
  nChanged 56
		SP:Iteration 4F (1308.800000 sec): 3 clusters
  Score: Raw -75926.827949 + Penalty 2253.362483 = -73673.465466
  nChanged 39
		SP:Iteration 5Q (1308.980000 sec): 3 clusters
  Score: Raw -75995.472595 + Penalty 2253.362483 = -73742.110112
  nChanged 26
		SP:Iteration 6Q (1309.210000 sec): 3 clusters
  Score: Raw -76031.124072 + Penalty 2253.362483 = -73777.761589
  nChanged 32
		SP:Iteration 7Q (1309.360000 sec): 3 clusters
  Score: Raw -76077.742962 + Penalty 2253.362483 = -73824.380479
  nChanged 19
		SP:Iteration 8Q (1309.540000 sec): 3 clusters
  Score: Raw -76117.246252 + Penalty 2253.362483 = -73863.883769
  nChanged 22
		SP:Iteration 9Q (1309.710000 sec): 3 clusters
  Score: Raw -76159.651152 + Penalty 2253.362483 = -73906.288668
  nChanged 25
		SP:Iteration 10Q (1309.870000 sec): 3 clusters
  Score: Raw -76205.296352 + Penalty 2253.362483 = -73951.933868
  nChanged 23
		SP:Iteration 11Q (1310.050000 sec): 3 clusters
  Score: Raw -76242.350098 + Penalty 2253.362483 = -73988.987615
  nChanged 20
		SP:Iteration 12Q (1310.260000 sec): 3 clusters
  Score: Raw -76277.226870 + Penalty 2253.362483 = -74023.864386
  nChanged 20
		SP:Iteration 13Q (1310.450000 sec): 3 clusters
  Score: Raw -76311.741480 + Penalty 2253.362483 = -74058.378997
  nChanged 25
		SP:Iteration 14Q (1310.610000 sec): 3 clusters
  Score: Raw -76380.016160 + Penalty 2253.362483 = -74126.653676
  nChanged 28
		SP:Iteration 15Q (1310.820000 sec): 3 clusters
  Score: Raw -76468.919890 + Penalty 2253.362483 = -74215.557407
  nChanged 30
		SP:Iteration 16Q (1311.040000 sec): 3 clusters
  Score: Raw -76579.464380 + Penalty 2253.362483 = -74326.101896
  nChanged 30
		SP:Iteration 17Q (1311.190000 sec): 3 clusters
  Score: Raw -76719.620672 + Penalty 2253.362483 = -74466.258188
  nChanged 33
		SP:Iteration 18Q (1311.390000 sec): 3 clusters
  Score: Raw -76842.157607 + Penalty 2253.362483 = -74588.795123
  nChanged 31
		SP:Iteration 19Q (1311.580000 sec): 3 clusters
  Score: Raw -76949.454336 + Penalty 2253.362483 = -74696.091853
  nChanged 20
		SP:Iteration 20F (1311.800000 sec): 3 clusters
  Score: Raw -77049.579335 + Penalty 2253.362483 = -74796.216851
  nChanged 13
		SP:Iteration 21Q (1311.950000 sec): 3 clusters
  Score: Raw -77142.753908 + Penalty 2253.362483 = -74889.391425
  nChanged 11
		SP:Iteration 22Q (1312.140000 sec): 3 clusters
  Score: Raw -77200.689515 + Penalty 2253.362483 = -74947.327032
  nChanged 2
		SP:Iteration 23Q (1312.320000 sec): 3 clusters
  Score: Raw -77203.785566 + Penalty 2253.362483 = -74950.423082
  nChanged 1
		SP:Iteration 24Q (1312.540000 sec): 3 clusters
  Score: Raw -77206.467069 + Penalty 2253.362483 = -74953.104586
  nChanged 1
		SP:Iteration 25Q (1312.750000 sec): 3 clusters
  Score: Raw -77207.114892 + Penalty 2253.362483 = -74953.752409
  nChanged 0
		SP:Iteration 26F (1312.910000 sec): 3 clusters
  Score: Raw -77207.114892 + Penalty 2253.362483 = -74953.752409
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1313.110000 sec): 2 clusters
  Score: Raw -1604343.311613 + Penalty 1606.108388 = -1602737.203226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1313.440000 sec): 3 clusters
  Score: Raw -1592448.933852 + Penalty 3212.216775 = -1589236.717077
  nChanged 8946
		SP:Iteration 1F (1313.660000 sec): 3 clusters
  Score: Raw -1597631.923157 + Penalty 3212.216775 = -1594419.706382
  nChanged 1173
		SP:Iteration 2F (1313.920000 sec): 3 clusters
  Score: Raw -1598199.618740 + Penalty 3212.216775 = -1594987.401965
  nChanged 1170
		SP:Iteration 3F (1314.210000 sec): 3 clusters
  Score: Raw -1598764.659818 + Penalty 3212.216775 = -1595552.443042
  nChanged 1094
		SP:Iteration 4F (1314.490000 sec): 3 clusters
  Score: Raw -1599287.944716 + Penalty 3212.216775 = -1596075.727941
  nChanged 1016
		SP:Iteration 5F (1314.820000 sec): 3 clusters
  Score: Raw -1599807.217492 + Penalty 3212.216775 = -1596595.000717
  nChanged 975
		SP:Iteration 6Q (1315.130000 sec): 3 clusters
  Score: Raw -1600276.357393 + Penalty 3212.216775 = -1597064.140618
  nChanged 887
		SP:Iteration 7Q (1315.400000 sec): 3 clusters
  Score: Raw -1600705.308866 + Penalty 3212.216775 = -1597493.092090
  nChanged 820
		SP:Iteration 8Q (1315.680000 sec): 3 clusters
  Score: Raw -1601076.587068 + Penalty 3212.216775 = -1597864.370293
  nChanged 735
		SP:Iteration 9Q (1315.970000 sec): 3 clusters
  Score: Raw -1601390.802773 + Penalty 3212.216775 = -1598178.585998
  nChanged 651
		SP:Iteration 10Q (1316.280000 sec): 3 clusters
  Score: Raw -1601648.059985 + Penalty 3212.216775 = -1598435.843210
  nChanged 560
		SP:Iteration 11Q (1316.540000 sec): 3 clusters
  Score: Raw -1601859.154518 + Penalty 3212.216775 = -1598646.937743
  nChanged 500
		SP:Iteration 12Q (1316.880000 sec): 3 clusters
  Score: Raw -1602040.697520 + Penalty 3212.216775 = -1598828.480745
  nChanged 454
		SP:Iteration 13Q (1317.150000 sec): 3 clusters
  Score: Raw -1602198.708249 + Penalty 3212.216775 = -1598986.491473
  nChanged 372
		SP:Iteration 14Q (1317.420000 sec): 3 clusters
  Score: Raw -1602325.959517 + Penalty 3212.216775 = -1599113.742741
  nChanged 343
		SP:Iteration 15Q (1317.720000 sec): 3 clusters
  Score: Raw -1602430.825490 + Penalty 3212.216775 = -1599218.608714
  nChanged 302
		SP:Iteration 16Q (1318.010000 sec): 3 clusters
  Score: Raw -1602531.231857 + Penalty 3212.216775 = -1599319.015082
  nChanged 308
		SP:Iteration 17Q (1318.300000 sec): 3 clusters
  Score: Raw -1602650.934038 + Penalty 3212.216775 = -1599438.717263
  nChanged 329
		SP:Iteration 18Q (1318.580000 sec): 3 clusters
  Score: Raw -1602787.494973 + Penalty 3212.216775 = -1599575.278198
  nChanged 320
		SP:Iteration 19Q (1318.850000 sec): 3 clusters
  Score: Raw -1602930.034796 + Penalty 3212.216775 = -1599717.818021
  nChanged 322
		SP:Iteration 20F (1319.130000 sec): 3 clusters
  Score: Raw -1603069.560316 + Penalty 3212.216775 = -1599857.343541
  nChanged 288
		SP:Iteration 21Q (1319.430000 sec): 3 clusters
  Score: Raw -1603184.869873 + Penalty 3212.216775 = -1599972.653098
  nChanged 295
		SP:Iteration 22Q (1319.730000 sec): 3 clusters
  Score: Raw -1603303.811720 + Penalty 3212.216775 = -1600091.594944
  nChanged 298
		SP:Iteration 23Q (1320.010000 sec): 3 clusters
  Score: Raw -1603418.959499 + Penalty 3212.216775 = -1600206.742723
  nChanged 283
		SP:Iteration 24Q (1320.260000 sec): 3 clusters
  Score: Raw -1603526.736449 + Penalty 3212.216775 = -1600314.519674
  nChanged 297
		SP:Iteration 25Q (1320.500000 sec): 3 clusters
  Score: Raw -1603640.092083 + Penalty 3212.216775 = -1600427.875308
  nChanged 292
		SP:Iteration 26Q (1320.780000 sec): 3 clusters
  Score: Raw -1603746.960974 + Penalty 3212.216775 = -1600534.744199
  nChanged 296
		SP:Iteration 27Q (1321.010000 sec): 3 clusters
  Score: Raw -1603868.537787 + Penalty 3212.216775 = -1600656.321012
  nChanged 303
		SP:Iteration 28Q (1321.300000 sec): 3 clusters
  Score: Raw -1604001.781974 + Penalty 3212.216775 = -1600789.565199
  nChanged 281
		SP:Iteration 29Q (1321.580000 sec): 3 clusters
  Score: Raw -1604122.695830 + Penalty 3212.216775 = -1600910.479055
  nChanged 262
		SP:Iteration 30Q (1321.930000 sec): 3 clusters
  Score: Raw -1604246.213928 + Penalty 3212.216775 = -1601033.997153
  nChanged 253
		SP:Iteration 31Q (1322.190000 sec): 3 clusters
  Score: Raw -1604389.133225 + Penalty 3212.216775 = -1601176.916450
  nChanged 217
		SP:Iteration 32Q (1322.520000 sec): 3 clusters
  Score: Raw -1604509.106672 + Penalty 3212.216775 = -1601296.889897
  nChanged 202
		SP:Iteration 33Q (1322.820000 sec): 3 clusters
  Score: Raw -1604623.148993 + Penalty 3212.216775 = -1601410.932218
  nChanged 195
		SP:Iteration 34Q (1323.110000 sec): 3 clusters
  Score: Raw -1604752.843206 + Penalty 3212.216775 = -1601540.626431
  nChanged 163
		SP:Iteration 35Q (1323.380000 sec): 3 clusters
  Score: Raw -1604856.386718 + Penalty 3212.216775 = -1601644.169942
  nChanged 141
		SP:Iteration 36Q (1323.640000 sec): 3 clusters
  Score: Raw -1604935.653819 + Penalty 3212.216775 = -1601723.437044
  nChanged 109
		SP:Iteration 37Q (1323.950000 sec): 3 clusters
  Score: Raw -1604980.238136 + Penalty 3212.216775 = -1601768.021360
  nChanged 80
		SP:Iteration 38Q (1324.210000 sec): 3 clusters
  Score: Raw -1605007.434518 + Penalty 3212.216775 = -1601795.217743
  nChanged 63
		SP:Iteration 39Q (1324.470000 sec): 3 clusters
  Score: Raw -1605029.482240 + Penalty 3212.216775 = -1601817.265465
  nChanged 54
		SP:Iteration 40F (1324.790000 sec): 3 clusters
  Score: Raw -1605057.747009 + Penalty 3212.216775 = -1601845.530234
  nChanged 51
		SP:Iteration 41Q (1325.030000 sec): 3 clusters
  Score: Raw -1605083.222948 + Penalty 3212.216775 = -1601871.006172
  nChanged 61
		SP:Iteration 42Q (1325.270000 sec): 3 clusters
  Score: Raw -1605112.933061 + Penalty 3212.216775 = -1601900.716286
  nChanged 63
		SP:Iteration 43Q (1325.510000 sec): 3 clusters
  Score: Raw -1605140.686177 + Penalty 3212.216775 = -1601928.469402
  nChanged 46
		SP:Iteration 44Q (1325.780000 sec): 3 clusters
  Score: Raw -1605154.558992 + Penalty 3212.216775 = -1601942.342216
  nChanged 37
		SP:Iteration 45Q (1326.070000 sec): 3 clusters
  Score: Raw -1605166.375767 + Penalty 3212.216775 = -1601954.158992
  nChanged 26
		SP:Iteration 46Q (1326.330000 sec): 3 clusters
  Score: Raw -1605173.835528 + Penalty 3212.216775 = -1601961.618752
  nChanged 28
		SP:Iteration 47Q (1326.570000 sec): 3 clusters
  Score: Raw -1605179.839952 + Penalty 3212.216775 = -1601967.623177
  nChanged 23
		SP:Iteration 48Q (1326.870000 sec): 3 clusters
  Score: Raw -1605184.642748 + Penalty 3212.216775 = -1601972.425972
  nChanged 18
		SP:Iteration 49Q (1327.170000 sec): 3 clusters
  Score: Raw -1605190.644887 + Penalty 3212.216775 = -1601978.428112
  nChanged 23
		SP:Iteration 50Q (1327.420000 sec): 3 clusters
  Score: Raw -1605195.479546 + Penalty 3212.216775 = -1601983.262771
  nChanged 16
		SP:Iteration 51Q (1327.710000 sec): 3 clusters
  Score: Raw -1605200.223584 + Penalty 3212.216775 = -1601988.006809
  nChanged 14
		SP:Iteration 52Q (1328.010000 sec): 3 clusters
  Score: Raw -1605204.663780 + Penalty 3212.216775 = -1601992.447005
  nChanged 11
		SP:Iteration 53Q (1328.280000 sec): 3 clusters
  Score: Raw -1605207.298175 + Penalty 3212.216775 = -1601995.081400
  nChanged 10
		SP:Iteration 54Q (1328.540000 sec): 3 clusters
  Score: Raw -1605209.357596 + Penalty 3212.216775 = -1601997.140821
  nChanged 9
		SP:Iteration 55Q (1328.840000 sec): 3 clusters
  Score: Raw -1605211.018429 + Penalty 3212.216775 = -1601998.801654
  nChanged 4
		SP:Iteration 56Q (1329.150000 sec): 3 clusters
  Score: Raw -1605211.577819 + Penalty 3212.216775 = -1601999.361044
  nChanged 0
		SP:Iteration 57F (1329.470000 sec): 3 clusters
  Score: Raw -1605211.577819 + Penalty 3212.216775 = -1601999.361044
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (1508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1329.570000 sec): 2 clusters
  Score: Raw -115995.452682 + Penalty 1189.262677 = -114806.190006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1329.770000 sec): 3 clusters
  Score: Raw -115469.995460 + Penalty 2378.525353 = -113091.470107
  nChanged 523
		SP:Iteration 1F (1329.980000 sec): 3 clusters
  Score: Raw -116085.096789 + Penalty 2378.525353 = -113706.571435
  nChanged 162
		SP:Iteration 2F (1330.200000 sec): 3 clusters
  Score: Raw -116471.115843 + Penalty 2378.525353 = -114092.590490
  nChanged 123
		SP:Iteration 3F (1330.400000 sec): 3 clusters
  Score: Raw -116799.157716 + Penalty 2378.525353 = -114420.632363
  nChanged 100
		SP:Iteration 4F (1330.570000 sec): 3 clusters
  Score: Raw -117211.643928 + Penalty 2378.525353 = -114833.118575
  nChanged 95
		SP:Iteration 5F (1330.760000 sec): 3 clusters
  Score: Raw -117444.930071 + Penalty 2378.525353 = -115066.404718
  nChanged 97
		SP:Iteration 6F (1330.940000 sec): 3 clusters
  Score: Raw -117611.308394 + Penalty 2378.525353 = -115232.783041
  nChanged 74
		SP:Iteration 7Q (1331.150000 sec): 3 clusters
  Score: Raw -117742.082469 + Penalty 2378.525353 = -115363.557116
  nChanged 67
		SP:Iteration 8Q (1331.330000 sec): 3 clusters
  Score: Raw -117903.535591 + Penalty 2378.525353 = -115525.010237
  nChanged 47
		SP:Iteration 9Q (1331.530000 sec): 3 clusters
  Score: Raw -118081.862297 + Penalty 2378.525353 = -115703.336944
  nChanged 18
		SP:Iteration 10Q (1331.700000 sec): 3 clusters
  Score: Raw -118174.746827 + Penalty 2378.525353 = -115796.221473
  nChanged 11
		SP:Iteration 11Q (1331.880000 sec): 3 clusters
  Score: Raw -118253.014199 + Penalty 2378.525353 = -115874.488846
  nChanged 8
		SP:Iteration 12Q (1332.100000 sec): 3 clusters
  Score: Raw -118276.798207 + Penalty 2378.525353 = -115898.272854
  nChanged 8
		SP:Iteration 13Q (1332.260000 sec): 3 clusters
  Score: Raw -118287.633267 + Penalty 2378.525353 = -115909.107914
  nChanged 2
		SP:Iteration 14Q (1332.480000 sec): 3 clusters
  Score: Raw -118288.585829 + Penalty 2378.525353 = -115910.060476
  nChanged 2
		SP:Iteration 15Q (1332.670000 sec): 3 clusters
  Score: Raw -118289.566062 + Penalty 2378.525353 = -115911.040709
  nChanged 3
		SP:Iteration 16Q (1332.810000 sec): 3 clusters
  Score: Raw -118292.529018 + Penalty 2378.525353 = -115914.003665
  nChanged 1
		SP:Iteration 17Q (1333.020000 sec): 3 clusters
  Score: Raw -118293.817104 + Penalty 2378.525353 = -115915.291751
  nChanged 3
		SP:Iteration 18Q (1333.170000 sec): 3 clusters
  Score: Raw -118297.187285 + Penalty 2378.525353 = -115918.661932
  nChanged 3
		SP:Iteration 19Q (1333.420000 sec): 3 clusters
  Score: Raw -118300.752562 + Penalty 2378.525353 = -115922.227209
  nChanged 5
		SP:Iteration 20F (1333.570000 sec): 3 clusters
  Score: Raw -118304.774580 + Penalty 2378.525353 = -115926.249227
  nChanged 4
		SP:Iteration 21Q (1333.760000 sec): 3 clusters
  Score: Raw -118309.125472 + Penalty 2378.525353 = -115930.600119
  nChanged 5
		SP:Iteration 22Q (1333.940000 sec): 3 clusters
  Score: Raw -118325.887384 + Penalty 2378.525353 = -115947.362031
  nChanged 14
		SP:Iteration 23Q (1334.140000 sec): 3 clusters
  Score: Raw -118373.865765 + Penalty 2378.525353 = -115995.340411
  nChanged 11
		SP:Iteration 24Q (1334.330000 sec): 3 clusters
  Score: Raw -118398.476088 + Penalty 2378.525353 = -116019.950735
  nChanged 9
		SP:Iteration 25Q (1334.520000 sec): 3 clusters
  Score: Raw -118406.501678 + Penalty 2378.525353 = -116027.976325
  nChanged 1
		SP:Iteration 26Q (1334.690000 sec): 3 clusters
  Score: Raw -118408.473919 + Penalty 2378.525353 = -116029.948566
  nChanged 1
		SP:Iteration 27Q (1334.910000 sec): 3 clusters
  Score: Raw -118409.373714 + Penalty 2378.525353 = -116030.848361
  nChanged 0
		SP:Iteration 28F (1335.080000 sec): 3 clusters
  Score: Raw -118409.373714 + Penalty 2378.525353 = -116030.848361
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (13055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1335.230000 sec): 2 clusters
  Score: Raw -1059440.677180 + Penalty 1540.000553 = -1057900.676627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1335.480000 sec): 3 clusters
  Score: Raw -1052057.476664 + Penalty 3080.001106 = -1048977.475557
  nChanged 5772
		SP:Iteration 1F (1335.760000 sec): 3 clusters
  Score: Raw -1058245.484578 + Penalty 3080.001106 = -1055165.483472
  nChanged 1750
		SP:Iteration 2F (1335.980000 sec): 3 clusters
  Score: Raw -1060567.153564 + Penalty 3080.001106 = -1057487.152458
  nChanged 1147
		SP:Iteration 3F (1336.200000 sec): 3 clusters
  Score: Raw -1061431.492321 + Penalty 3080.001106 = -1058351.491215
  nChanged 587
		SP:Iteration 4Q (1336.480000 sec): 3 clusters
  Score: Raw -1061734.571414 + Penalty 3080.001106 = -1058654.570308
  nChanged 323
		SP:Iteration 5Q (1336.720000 sec): 3 clusters
  Score: Raw -1061864.378436 + Penalty 3080.001106 = -1058784.377330
  nChanged 223
		SP:Iteration 6Q (1336.980000 sec): 3 clusters
  Score: Raw -1061950.728804 + Penalty 3080.001106 = -1058870.727697
  nChanged 161
		SP:Iteration 7Q (1337.230000 sec): 3 clusters
  Score: Raw -1061996.585722 + Penalty 3080.001106 = -1058916.584616
  nChanged 102
		SP:Iteration 8Q (1337.460000 sec): 3 clusters
  Score: Raw -1062020.289135 + Penalty 3080.001106 = -1058940.288028
  nChanged 72
		SP:Iteration 9Q (1337.700000 sec): 3 clusters
  Score: Raw -1062040.470891 + Penalty 3080.001106 = -1058960.469784
  nChanged 66
		SP:Iteration 10Q (1337.930000 sec): 3 clusters
  Score: Raw -1062059.586300 + Penalty 3080.001106 = -1058979.585193
  nChanged 67
		SP:Iteration 11Q (1338.150000 sec): 3 clusters
  Score: Raw -1062077.404839 + Penalty 3080.001106 = -1058997.403733
  nChanged 60
		SP:Iteration 12Q (1338.370000 sec): 3 clusters
  Score: Raw -1062092.394067 + Penalty 3080.001106 = -1059012.392960
  nChanged 57
		SP:Iteration 13Q (1338.640000 sec): 3 clusters
  Score: Raw -1062104.099313 + Penalty 3080.001106 = -1059024.098207
  nChanged 37
		SP:Iteration 14Q (1338.850000 sec): 3 clusters
  Score: Raw -1062109.706726 + Penalty 3080.001106 = -1059029.705619
  nChanged 36
		SP:Iteration 15Q (1339.140000 sec): 3 clusters
  Score: Raw -1062114.668350 + Penalty 3080.001106 = -1059034.667244
  nChanged 26
		SP:Iteration 16Q (1339.370000 sec): 3 clusters
  Score: Raw -1062118.667998 + Penalty 3080.001106 = -1059038.666892
  nChanged 19
		SP:Iteration 17Q (1339.570000 sec): 3 clusters
  Score: Raw -1062121.213529 + Penalty 3080.001106 = -1059041.212422
  nChanged 14
		SP:Iteration 18Q (1339.830000 sec): 3 clusters
  Score: Raw -1062122.793195 + Penalty 3080.001106 = -1059042.792089
  nChanged 10
		SP:Iteration 19Q (1340.080000 sec): 3 clusters
  Score: Raw -1062124.167087 + Penalty 3080.001106 = -1059044.165980
  nChanged 11
		SP:Iteration 20F (1340.270000 sec): 3 clusters
  Score: Raw -1062126.365984 + Penalty 3080.001106 = -1059046.364878
  nChanged 20
		SP:Iteration 21Q (1340.490000 sec): 3 clusters
  Score: Raw -1062130.200652 + Penalty 3080.001106 = -1059050.199545
  nChanged 24
		SP:Iteration 22Q (1340.760000 sec): 3 clusters
  Score: Raw -1062134.209311 + Penalty 3080.001106 = -1059054.208205
  nChanged 16
		SP:Iteration 23Q (1340.970000 sec): 3 clusters
  Score: Raw -1062136.192102 + Penalty 3080.001106 = -1059056.190996
  nChanged 14
		SP:Iteration 24Q (1341.230000 sec): 3 clusters
  Score: Raw -1062137.876544 + Penalty 3080.001106 = -1059057.875437
  nChanged 9
		SP:Iteration 25Q (1341.450000 sec): 3 clusters
  Score: Raw -1062138.766082 + Penalty 3080.001106 = -1059058.764976
  nChanged 6
		SP:Iteration 26Q (1341.660000 sec): 3 clusters
  Score: Raw -1062139.688242 + Penalty 3080.001106 = -1059059.687136
  nChanged 3
		SP:Iteration 27Q (1341.910000 sec): 3 clusters
  Score: Raw -1062140.208828 + Penalty 3080.001106 = -1059060.207722
  nChanged 3
		SP:Iteration 28Q (1342.150000 sec): 3 clusters
  Score: Raw -1062141.061357 + Penalty 3080.001106 = -1059061.060251
  nChanged 7
		SP:Iteration 29Q (1342.390000 sec): 3 clusters
  Score: Raw -1062141.979918 + Penalty 3080.001106 = -1059061.978812
  nChanged 5
		SP:Iteration 30Q (1342.620000 sec): 3 clusters
  Score: Raw -1062142.329902 + Penalty 3080.001106 = -1059062.328796
  nChanged 1
		SP:Iteration 31Q (1342.840000 sec): 3 clusters
  Score: Raw -1062142.511184 + Penalty 3080.001106 = -1059062.510078
  nChanged 1
		SP:Iteration 32Q (1343.060000 sec): 3 clusters
  Score: Raw -1062142.696394 + Penalty 3080.001106 = -1059062.695288
  nChanged 2
		SP:Iteration 33Q (1343.320000 sec): 3 clusters
  Score: Raw -1062142.912086 + Penalty 3080.001106 = -1059062.910980
  nChanged 1
		SP:Iteration 34Q (1343.590000 sec): 3 clusters
  Score: Raw -1062142.952645 + Penalty 3080.001106 = -1059062.951538
  nChanged 0
		SP:Iteration 35F (1343.830000 sec): 3 clusters
  Score: Raw -1062142.952645 + Penalty 3080.001106 = -1059062.951538
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (3754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1343.950000 sec): 2 clusters
  Score: Raw -302487.820711 + Penalty 1337.468798 = -301150.351914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1344.130000 sec): 3 clusters
  Score: Raw -300700.499031 + Penalty 2674.937596 = -298025.561435
  nChanged 1477
		SP:Iteration 1F (1344.360000 sec): 3 clusters
  Score: Raw -301708.221899 + Penalty 2674.937596 = -299033.284303
  nChanged 353
		SP:Iteration 2F (1344.530000 sec): 3 clusters
  Score: Raw -302047.084539 + Penalty 2674.937596 = -299372.146943
  nChanged 301
		SP:Iteration 3F (1344.710000 sec): 3 clusters
  Score: Raw -302373.490946 + Penalty 2674.937596 = -299698.553350
  nChanged 250
		SP:Iteration 4F (1344.920000 sec): 3 clusters
  Score: Raw -302648.743457 + Penalty 2674.937596 = -299973.805862
  nChanged 234
		SP:Iteration 5F (1345.090000 sec): 3 clusters
  Score: Raw -302889.420608 + Penalty 2674.937596 = -300214.483012
  nChanged 197
		SP:Iteration 6F (1345.290000 sec): 3 clusters
  Score: Raw -303082.132901 + Penalty 2674.937596 = -300407.195306
  nChanged 153
		SP:Iteration 7Q (1345.520000 sec): 3 clusters
  Score: Raw -303222.351529 + Penalty 2674.937596 = -300547.413934
  nChanged 123
		SP:Iteration 8Q (1345.690000 sec): 3 clusters
  Score: Raw -303295.427546 + Penalty 2674.937596 = -300620.489950
  nChanged 77
		SP:Iteration 9Q (1345.870000 sec): 3 clusters
  Score: Raw -303334.951601 + Penalty 2674.937596 = -300660.014006
  nChanged 70
		SP:Iteration 10Q (1346.090000 sec): 3 clusters
  Score: Raw -303365.383983 + Penalty 2674.937596 = -300690.446388
  nChanged 62
		SP:Iteration 11Q (1346.330000 sec): 3 clusters
  Score: Raw -303394.547147 + Penalty 2674.937596 = -300719.609552
  nChanged 53
		SP:Iteration 12Q (1346.490000 sec): 3 clusters
  Score: Raw -303423.503994 + Penalty 2674.937596 = -300748.566398
  nChanged 51
		SP:Iteration 13Q (1346.780000 sec): 3 clusters
  Score: Raw -303454.384389 + Penalty 2674.937596 = -300779.446793
  nChanged 45
		SP:Iteration 14Q (1346.970000 sec): 3 clusters
  Score: Raw -303474.747334 + Penalty 2674.937596 = -300799.809738
  nChanged 50
		SP:Iteration 15Q (1347.180000 sec): 3 clusters
  Score: Raw -303502.092237 + Penalty 2674.937596 = -300827.154641
  nChanged 56
		SP:Iteration 16Q (1347.340000 sec): 3 clusters
  Score: Raw -303533.687056 + Penalty 2674.937596 = -300858.749460
  nChanged 60
		SP:Iteration 17Q (1347.580000 sec): 3 clusters
  Score: Raw -303566.679824 + Penalty 2674.937596 = -300891.742228
  nChanged 42
		SP:Iteration 18Q (1347.780000 sec): 3 clusters
  Score: Raw -303583.261917 + Penalty 2674.937596 = -300908.324321
  nChanged 37
		SP:Iteration 19Q (1348.030000 sec): 3 clusters
  Score: Raw -303598.569146 + Penalty 2674.937596 = -300923.631550
  nChanged 27
		SP:Iteration 20F (1348.250000 sec): 3 clusters
  Score: Raw -303608.385755 + Penalty 2674.937596 = -300933.448160
  nChanged 26
		SP:Iteration 21Q (1348.410000 sec): 3 clusters
  Score: Raw -303616.325306 + Penalty 2674.937596 = -300941.387710
  nChanged 20
		SP:Iteration 22Q (1348.620000 sec): 3 clusters
  Score: Raw -303621.999499 + Penalty 2674.937596 = -300947.061903
  nChanged 16
		SP:Iteration 23Q (1348.840000 sec): 3 clusters
  Score: Raw -303626.626012 + Penalty 2674.937596 = -300951.688416
  nChanged 11
		SP:Iteration 24Q (1349.020000 sec): 3 clusters
  Score: Raw -303629.991503 + Penalty 2674.937596 = -300955.053907
  nChanged 9
		SP:Iteration 25Q (1349.220000 sec): 3 clusters
  Score: Raw -303631.725483 + Penalty 2674.937596 = -300956.787888
  nChanged 4
		SP:Iteration 26Q (1349.370000 sec): 3 clusters
  Score: Raw -303632.844318 + Penalty 2674.937596 = -300957.906722
  nChanged 1
		SP:Iteration 27Q (1349.560000 sec): 3 clusters
  Score: Raw -303632.900339 + Penalty 2674.937596 = -300957.962744
  nChanged 0
		SP:Iteration 28F (1349.740000 sec): 3 clusters
  Score: Raw -303632.900339 + Penalty 2674.937596 = -300957.962744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (8379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1349.860000 sec): 2 clusters
  Score: Raw -648622.058081 + Penalty 1467.941126 = -647154.116955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1350.080000 sec): 3 clusters
  Score: Raw -643945.053918 + Penalty 2935.882253 = -641009.171665
  nChanged 3626
		SP:Iteration 1F (1350.330000 sec): 3 clusters
  Score: Raw -645884.159482 + Penalty 2935.882253 = -642948.277230
  nChanged 592
		SP:Iteration 2F (1350.550000 sec): 3 clusters
  Score: Raw -646169.505331 + Penalty 2935.882253 = -643233.623078
  nChanged 460
		SP:Iteration 3F (1350.750000 sec): 3 clusters
  Score: Raw -646397.298821 + Penalty 2935.882253 = -643461.416568
  nChanged 396
		SP:Iteration 4Q (1350.980000 sec): 3 clusters
  Score: Raw -646584.956556 + Penalty 2935.882253 = -643649.074303
  nChanged 343
		SP:Iteration 5Q (1351.240000 sec): 3 clusters
  Score: Raw -646738.227584 + Penalty 2935.882253 = -643802.345331
  nChanged 342
		SP:Iteration 6Q (1351.460000 sec): 3 clusters
  Score: Raw -646912.455135 + Penalty 2935.882253 = -643976.572882
  nChanged 357
		SP:Iteration 7Q (1351.660000 sec): 3 clusters
  Score: Raw -647101.952231 + Penalty 2935.882253 = -644166.069978
  nChanged 349
		SP:Iteration 8Q (1351.910000 sec): 3 clusters
  Score: Raw -647308.364677 + Penalty 2935.882253 = -644372.482424
  nChanged 365
		SP:Iteration 9Q (1352.090000 sec): 3 clusters
  Score: Raw -647509.599336 + Penalty 2935.882253 = -644573.717083
  nChanged 338
		SP:Iteration 10Q (1352.330000 sec): 3 clusters
  Score: Raw -647679.208794 + Penalty 2935.882253 = -644743.326541
  nChanged 289
		SP:Iteration 11Q (1352.550000 sec): 3 clusters
  Score: Raw -647804.712836 + Penalty 2935.882253 = -644868.830583
  nChanged 263
		SP:Iteration 12Q (1352.780000 sec): 3 clusters
  Score: Raw -647922.504879 + Penalty 2935.882253 = -644986.622626
  nChanged 258
		SP:Iteration 13Q (1352.990000 sec): 3 clusters
  Score: Raw -648040.449637 + Penalty 2935.882253 = -645104.567384
  nChanged 225
		SP:Iteration 14Q (1353.220000 sec): 3 clusters
  Score: Raw -648141.386117 + Penalty 2935.882253 = -645205.503865
  nChanged 226
		SP:Iteration 15Q (1353.440000 sec): 3 clusters
  Score: Raw -648247.449500 + Penalty 2935.882253 = -645311.567247
  nChanged 204
		SP:Iteration 16Q (1353.660000 sec): 3 clusters
  Score: Raw -648354.571512 + Penalty 2935.882253 = -645418.689259
  nChanged 214
		SP:Iteration 17Q (1353.890000 sec): 3 clusters
  Score: Raw -648458.122466 + Penalty 2935.882253 = -645522.240213
  nChanged 189
		SP:Iteration 18Q (1354.120000 sec): 3 clusters
  Score: Raw -648533.480892 + Penalty 2935.882253 = -645597.598639
  nChanged 163
		SP:Iteration 19Q (1354.370000 sec): 3 clusters
  Score: Raw -648591.526784 + Penalty 2935.882253 = -645655.644531
  nChanged 109
		SP:Iteration 20F (1354.600000 sec): 3 clusters
  Score: Raw -648621.853294 + Penalty 2935.882253 = -645685.971041
  nChanged 91
		SP:Iteration 21Q (1354.870000 sec): 3 clusters
  Score: Raw -648644.313748 + Penalty 2935.882253 = -645708.431495
  nChanged 75
		SP:Iteration 22Q (1355.080000 sec): 3 clusters
  Score: Raw -648666.975233 + Penalty 2935.882253 = -645731.092981
  nChanged 74
		SP:Iteration 23Q (1355.320000 sec): 3 clusters
  Score: Raw -648684.889497 + Penalty 2935.882253 = -645749.007244
  nChanged 66
		SP:Iteration 24Q (1355.560000 sec): 3 clusters
  Score: Raw -648698.295075 + Penalty 2935.882253 = -645762.412823
  nChanged 40
		SP:Iteration 25Q (1355.780000 sec): 3 clusters
  Score: Raw -648706.227472 + Penalty 2935.882253 = -645770.345220
  nChanged 37
		SP:Iteration 26Q (1355.960000 sec): 3 clusters
  Score: Raw -648712.983244 + Penalty 2935.882253 = -645777.100991
  nChanged 32
		SP:Iteration 27Q (1356.200000 sec): 3 clusters
  Score: Raw -648718.109296 + Penalty 2935.882253 = -645782.227043
  nChanged 32
		SP:Iteration 28Q (1356.390000 sec): 3 clusters
  Score: Raw -648723.175426 + Penalty 2935.882253 = -645787.293173
  nChanged 23
		SP:Iteration 29Q (1356.560000 sec): 3 clusters
  Score: Raw -648726.876200 + Penalty 2935.882253 = -645790.993947
  nChanged 19
		SP:Iteration 30Q (1356.780000 sec): 3 clusters
  Score: Raw -648729.783234 + Penalty 2935.882253 = -645793.900981
  nChanged 12
		SP:Iteration 31Q (1357.050000 sec): 3 clusters
  Score: Raw -648731.423854 + Penalty 2935.882253 = -645795.541602
  nChanged 8
		SP:Iteration 32Q (1357.230000 sec): 3 clusters
  Score: Raw -648732.634837 + Penalty 2935.882253 = -645796.752585
  nChanged 5
		SP:Iteration 33Q (1357.470000 sec): 3 clusters
  Score: Raw -648733.530288 + Penalty 2935.882253 = -645797.648036
  nChanged 10
		SP:Iteration 34Q (1357.710000 sec): 3 clusters
  Score: Raw -648734.976793 + Penalty 2935.882253 = -645799.094540
  nChanged 11
		SP:Iteration 35Q (1357.940000 sec): 3 clusters
  Score: Raw -648736.906650 + Penalty 2935.882253 = -645801.024398
  nChanged 11
		SP:Iteration 36Q (1358.130000 sec): 3 clusters
  Score: Raw -648738.171975 + Penalty 2935.882253 = -645802.289723
  nChanged 4
		SP:Iteration 37Q (1358.410000 sec): 3 clusters
  Score: Raw -648738.529811 + Penalty 2935.882253 = -645802.647558
  nChanged 4
		SP:Iteration 38Q (1358.660000 sec): 3 clusters
  Score: Raw -648739.007578 + Penalty 2935.882253 = -645803.125326
  nChanged 6
		SP:Iteration 39Q (1358.820000 sec): 3 clusters
  Score: Raw -648739.840404 + Penalty 2935.882253 = -645803.958152
  nChanged 7
		SP:Iteration 40F (1359.090000 sec): 3 clusters
  Score: Raw -648740.834726 + Penalty 2935.882253 = -645804.952473
  nChanged 3
		SP:Iteration 41Q (1359.330000 sec): 3 clusters
  Score: Raw -648741.306675 + Penalty 2935.882253 = -645805.424422
  nChanged 5
		SP:Iteration 42Q (1359.550000 sec): 3 clusters
  Score: Raw -648742.244917 + Penalty 2935.882253 = -645806.362664
  nChanged 6
		SP:Iteration 43Q (1359.770000 sec): 3 clusters
  Score: Raw -648743.212641 + Penalty 2935.882253 = -645807.330389
  nChanged 10
		SP:Iteration 44Q (1359.980000 sec): 3 clusters
  Score: Raw -648744.657438 + Penalty 2935.882253 = -645808.775185
  nChanged 8
		SP:Iteration 45Q (1360.210000 sec): 3 clusters
  Score: Raw -648745.572242 + Penalty 2935.882253 = -645809.689989
  nChanged 4
		SP:Iteration 46Q (1360.450000 sec): 3 clusters
  Score: Raw -648745.993672 + Penalty 2935.882253 = -645810.111419
  nChanged 1
		SP:Iteration 47Q (1360.680000 sec): 3 clusters
  Score: Raw -648746.107043 + Penalty 2935.882253 = -645810.224790
  nChanged 0
		SP:Iteration 48F (1360.910000 sec): 3 clusters
  Score: Raw -648746.107043 + Penalty 2935.882253 = -645810.224790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (3856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1361.010000 sec): 2 clusters
  Score: Raw -239123.224339 + Penalty 1341.825169 = -237781.399170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1361.270000 sec): 3 clusters
  Score: Raw -237288.650000 + Penalty 2683.650338 = -234604.999661
  nChanged 1562
		SP:Iteration 1F (1361.440000 sec): 3 clusters
  Score: Raw -238868.845235 + Penalty 2683.650338 = -236185.194897
  nChanged 452
		SP:Iteration 2F (1361.610000 sec): 3 clusters
  Score: Raw -239542.988431 + Penalty 2683.650338 = -236859.338093
  nChanged 374
		SP:Iteration 3F (1361.800000 sec): 3 clusters
  Score: Raw -240025.517906 + Penalty 2683.650338 = -237341.867568
  nChanged 279
		SP:Iteration 4F (1361.990000 sec): 3 clusters
  Score: Raw -240349.772448 + Penalty 2683.650338 = -237666.122110
  nChanged 197
		SP:Iteration 5F (1362.200000 sec): 3 clusters
  Score: Raw -240549.326342 + Penalty 2683.650338 = -237865.676004
  nChanged 155
		SP:Iteration 6Q (1362.410000 sec): 3 clusters
  Score: Raw -240691.521331 + Penalty 2683.650338 = -238007.870993
  nChanged 136
		SP:Iteration 7Q (1362.580000 sec): 3 clusters
  Score: Raw -240835.320274 + Penalty 2683.650338 = -238151.669936
  nChanged 119
		SP:Iteration 8Q (1362.800000 sec): 3 clusters
  Score: Raw -240941.804896 + Penalty 2683.650338 = -238258.154558
  nChanged 85
		SP:Iteration 9Q (1363.010000 sec): 3 clusters
  Score: Raw -241020.874211 + Penalty 2683.650338 = -238337.223873
  nChanged 83
		SP:Iteration 10Q (1363.210000 sec): 3 clusters
  Score: Raw -241115.484328 + Penalty 2683.650338 = -238431.833990
  nChanged 76
		SP:Iteration 11Q (1363.380000 sec): 3 clusters
  Score: Raw -241222.451111 + Penalty 2683.650338 = -238538.800773
  nChanged 73
		SP:Iteration 12Q (1363.630000 sec): 3 clusters
  Score: Raw -241313.737687 + Penalty 2683.650338 = -238630.087349
  nChanged 53
		SP:Iteration 13Q (1363.840000 sec): 3 clusters
  Score: Raw -241369.339804 + Penalty 2683.650338 = -238685.689466
  nChanged 30
		SP:Iteration 14Q (1364.050000 sec): 3 clusters
  Score: Raw -241400.509468 + Penalty 2683.650338 = -238716.859130
  nChanged 19
		SP:Iteration 15Q (1364.230000 sec): 3 clusters
  Score: Raw -241418.803161 + Penalty 2683.650338 = -238735.152823
  nChanged 20
		SP:Iteration 16Q (1364.400000 sec): 3 clusters
  Score: Raw -241428.828458 + Penalty 2683.650338 = -238745.178119
  nChanged 10
		SP:Iteration 17Q (1364.590000 sec): 3 clusters
  Score: Raw -241431.289499 + Penalty 2683.650338 = -238747.639161
  nChanged 4
		SP:Iteration 18Q (1364.810000 sec): 3 clusters
  Score: Raw -241432.317454 + Penalty 2683.650338 = -238748.667116
  nChanged 2
		SP:Iteration 19Q (1365.000000 sec): 3 clusters
  Score: Raw -241432.830217 + Penalty 2683.650338 = -238749.179879
  nChanged 0
		SP:Iteration 20F (1365.230000 sec): 3 clusters
  Score: Raw -241448.926932 + Penalty 2683.650338 = -238765.276594
  nChanged 8
		SP:Iteration 21Q (1365.400000 sec): 3 clusters
  Score: Raw -241477.479456 + Penalty 2683.650338 = -238793.829118
  nChanged 18
		SP:Iteration 22Q (1365.630000 sec): 3 clusters
  Score: Raw -241499.990838 + Penalty 2683.650338 = -238816.340500
  nChanged 19
		SP:Iteration 23Q (1365.820000 sec): 3 clusters
  Score: Raw -241510.935659 + Penalty 2683.650338 = -238827.285321
  nChanged 8
		SP:Iteration 24Q (1366.020000 sec): 3 clusters
  Score: Raw -241516.743909 + Penalty 2683.650338 = -238833.093570
  nChanged 6
		SP:Iteration 25Q (1366.200000 sec): 3 clusters
  Score: Raw -241523.404462 + Penalty 2683.650338 = -238839.754124
  nChanged 3
		SP:Iteration 26Q (1366.390000 sec): 3 clusters
  Score: Raw -241525.542032 + Penalty 2683.650338 = -238841.891694
  nChanged 1
		SP:Iteration 27Q (1366.600000 sec): 3 clusters
  Score: Raw -241525.998784 + Penalty 2683.650338 = -238842.348446
  nChanged 2
		SP:Iteration 28Q (1366.800000 sec): 3 clusters
  Score: Raw -241526.248063 + Penalty 2683.650338 = -238842.597725
  nChanged 1
		SP:Iteration 29Q (1367.020000 sec): 3 clusters
  Score: Raw -241526.331293 + Penalty 2683.650338 = -238842.680955
  nChanged 0
		SP:Iteration 30F (1367.240000 sec): 3 clusters
  Score: Raw -241526.331293 + Penalty 2683.650338 = -238842.680955
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (6011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1367.330000 sec): 2 clusters
  Score: Raw -483157.092738 + Penalty 1413.968790 = -481743.123948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1367.570000 sec): 3 clusters
  Score: Raw -479971.007036 + Penalty 2827.937581 = -477143.069455
  nChanged 2492
		SP:Iteration 1F (1367.750000 sec): 3 clusters
  Score: Raw -481452.467217 + Penalty 2827.937581 = -478624.529636
  nChanged 448
		SP:Iteration 2F (1367.940000 sec): 3 clusters
  Score: Raw -481733.607666 + Penalty 2827.937581 = -478905.670085
  nChanged 376
		SP:Iteration 3F (1368.120000 sec): 3 clusters
  Score: Raw -482013.718643 + Penalty 2827.937581 = -479185.781062
  nChanged 369
		SP:Iteration 4F (1368.330000 sec): 3 clusters
  Score: Raw -482385.808938 + Penalty 2827.937581 = -479557.871357
  nChanged 384
		SP:Iteration 5F (1368.540000 sec): 3 clusters
  Score: Raw -482815.440026 + Penalty 2827.937581 = -479987.502445
  nChanged 402
		SP:Iteration 6F (1368.760000 sec): 3 clusters
  Score: Raw -483348.707051 + Penalty 2827.937581 = -480520.769470
  nChanged 409
		SP:Iteration 7F (1368.980000 sec): 3 clusters
  Score: Raw -484090.656533 + Penalty 2827.937581 = -481262.718952
  nChanged 410
		SP:Iteration 8F (1369.210000 sec): 3 clusters
  Score: Raw -485220.953947 + Penalty 2827.937581 = -482393.016366
  nChanged 313
		SP:Iteration 9F (1369.420000 sec): 3 clusters
  Score: Raw -485993.349124 + Penalty 2827.937581 = -483165.411543
  nChanged 194
		SP:Iteration 10Q (1369.700000 sec): 3 clusters
  Score: Raw -486284.820910 + Penalty 2827.937581 = -483456.883329
  nChanged 142
		SP:Iteration 11Q (1369.900000 sec): 3 clusters
  Score: Raw -486573.333224 + Penalty 2827.937581 = -483745.395643
  nChanged 139
		SP:Iteration 12Q (1370.150000 sec): 3 clusters
  Score: Raw -487057.412781 + Penalty 2827.937581 = -484229.475200
  nChanged 115
		SP:Iteration 13Q (1370.360000 sec): 3 clusters
  Score: Raw -487530.794705 + Penalty 2827.937581 = -484702.857124
  nChanged 65
		SP:Iteration 14Q (1370.580000 sec): 3 clusters
  Score: Raw -487704.135239 + Penalty 2827.937581 = -484876.197658
  nChanged 34
		SP:Iteration 15Q (1370.760000 sec): 3 clusters
  Score: Raw -487759.719861 + Penalty 2827.937581 = -484931.782280
  nChanged 19
		SP:Iteration 16Q (1371.010000 sec): 3 clusters
  Score: Raw -487775.407381 + Penalty 2827.937581 = -484947.469800
  nChanged 15
		SP:Iteration 17Q (1371.230000 sec): 3 clusters
  Score: Raw -487782.196136 + Penalty 2827.937581 = -484954.258555
  nChanged 4
		SP:Iteration 18Q (1371.410000 sec): 3 clusters
  Score: Raw -487784.069817 + Penalty 2827.937581 = -484956.132236
  nChanged 3
		SP:Iteration 19Q (1371.620000 sec): 3 clusters
  Score: Raw -487784.720176 + Penalty 2827.937581 = -484956.782595
  nChanged 1
		SP:Iteration 20F (1371.880000 sec): 3 clusters
  Score: Raw -487785.582216 + Penalty 2827.937581 = -484957.644635
  nChanged 1
		SP:Iteration 21Q (1372.080000 sec): 3 clusters
  Score: Raw -487786.309262 + Penalty 2827.937581 = -484958.371681
  nChanged 4
		SP:Iteration 22Q (1372.250000 sec): 3 clusters
  Score: Raw -487787.717134 + Penalty 2827.937581 = -484959.779553
  nChanged 0
		SP:Iteration 23F (1372.480000 sec): 3 clusters
  Score: Raw -487787.717134 + Penalty 2827.937581 = -484959.779553
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (9242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1372.620000 sec): 2 clusters
  Score: Raw -736817.091032 + Penalty 1483.870959 = -735333.220074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1372.880000 sec): 3 clusters
  Score: Raw -731679.015289 + Penalty 2967.741917 = -728711.273372
  nChanged 3958
		SP:Iteration 1F (1373.120000 sec): 3 clusters
  Score: Raw -733975.064852 + Penalty 2967.741917 = -731007.322935
  nChanged 752
		SP:Iteration 2F (1373.370000 sec): 3 clusters
  Score: Raw -734659.275310 + Penalty 2967.741917 = -731691.533393
  nChanged 827
		SP:Iteration 3F (1373.600000 sec): 3 clusters
  Score: Raw -735529.237945 + Penalty 2967.741917 = -732561.496027
  nChanged 868
		SP:Iteration 4F (1373.860000 sec): 3 clusters
  Score: Raw -736289.587421 + Penalty 2967.741917 = -733321.845504
  nChanged 664
		SP:Iteration 5F (1374.100000 sec): 3 clusters
  Score: Raw -736741.249031 + Penalty 2967.741917 = -733773.507114
  nChanged 478
		SP:Iteration 6F (1374.330000 sec): 3 clusters
  Score: Raw -737108.202242 + Penalty 2967.741917 = -734140.460325
  nChanged 398
		SP:Iteration 7Q (1374.560000 sec): 3 clusters
  Score: Raw -737599.190854 + Penalty 2967.741917 = -734631.448937
  nChanged 366
		SP:Iteration 8Q (1374.740000 sec): 3 clusters
  Score: Raw -737978.811897 + Penalty 2967.741917 = -735011.069980
  nChanged 299
		SP:Iteration 9Q (1374.970000 sec): 3 clusters
  Score: Raw -738108.347356 + Penalty 2967.741917 = -735140.605439
  nChanged 216
		SP:Iteration 10Q (1375.190000 sec): 3 clusters
  Score: Raw -738186.027259 + Penalty 2967.741917 = -735218.285342
  nChanged 153
		SP:Iteration 11Q (1375.410000 sec): 3 clusters
  Score: Raw -738241.190138 + Penalty 2967.741917 = -735273.448221
  nChanged 123
		SP:Iteration 12Q (1375.700000 sec): 3 clusters
  Score: Raw -738287.477083 + Penalty 2967.741917 = -735319.735166
  nChanged 138
		SP:Iteration 13Q (1375.910000 sec): 3 clusters
  Score: Raw -738344.306557 + Penalty 2967.741917 = -735376.564640
  nChanged 132
		SP:Iteration 14Q (1376.130000 sec): 3 clusters
  Score: Raw -738404.954563 + Penalty 2967.741917 = -735437.212645
  nChanged 147
		SP:Iteration 15Q (1376.350000 sec): 3 clusters
  Score: Raw -738470.135428 + Penalty 2967.741917 = -735502.393510
  nChanged 143
		SP:Iteration 16Q (1376.590000 sec): 3 clusters
  Score: Raw -738547.643286 + Penalty 2967.741917 = -735579.901369
  nChanged 171
		SP:Iteration 17Q (1376.840000 sec): 3 clusters
  Score: Raw -738647.235414 + Penalty 2967.741917 = -735679.493497
  nChanged 155
		SP:Iteration 18Q (1377.020000 sec): 3 clusters
  Score: Raw -738725.680944 + Penalty 2967.741917 = -735757.939027
  nChanged 130
		SP:Iteration 19Q (1377.270000 sec): 3 clusters
  Score: Raw -738800.069001 + Penalty 2967.741917 = -735832.327084
  nChanged 126
		SP:Iteration 20F (1377.510000 sec): 3 clusters
  Score: Raw -738876.984902 + Penalty 2967.741917 = -735909.242985
  nChanged 113
		SP:Iteration 21Q (1377.750000 sec): 3 clusters
  Score: Raw -738940.367465 + Penalty 2967.741917 = -735972.625548
  nChanged 101
		SP:Iteration 22Q (1377.980000 sec): 3 clusters
  Score: Raw -739004.137090 + Penalty 2967.741917 = -736036.395173
  nChanged 90
		SP:Iteration 23Q (1378.190000 sec): 3 clusters
  Score: Raw -739058.810037 + Penalty 2967.741917 = -736091.068120
  nChanged 84
		SP:Iteration 24Q (1378.430000 sec): 3 clusters
  Score: Raw -739114.668817 + Penalty 2967.741917 = -736146.926900
  nChanged 94
		SP:Iteration 25Q (1378.670000 sec): 3 clusters
  Score: Raw -739175.482285 + Penalty 2967.741917 = -736207.740368
  nChanged 75
		SP:Iteration 26Q (1378.930000 sec): 3 clusters
  Score: Raw -739219.000510 + Penalty 2967.741917 = -736251.258592
  nChanged 71
		SP:Iteration 27Q (1379.150000 sec): 3 clusters
  Score: Raw -739263.259867 + Penalty 2967.741917 = -736295.517950
  nChanged 56
		SP:Iteration 28Q (1379.370000 sec): 3 clusters
  Score: Raw -739292.594177 + Penalty 2967.741917 = -736324.852260
  nChanged 44
		SP:Iteration 29Q (1379.620000 sec): 3 clusters
  Score: Raw -739314.978803 + Penalty 2967.741917 = -736347.236886
  nChanged 31
		SP:Iteration 30Q (1379.870000 sec): 3 clusters
  Score: Raw -739326.824156 + Penalty 2967.741917 = -736359.082239
  nChanged 25
		SP:Iteration 31Q (1380.080000 sec): 3 clusters
  Score: Raw -739334.226373 + Penalty 2967.741917 = -736366.484456
  nChanged 11
		SP:Iteration 32Q (1380.310000 sec): 3 clusters
  Score: Raw -739337.988808 + Penalty 2967.741917 = -736370.246891
  nChanged 13
		SP:Iteration 33Q (1380.510000 sec): 3 clusters
  Score: Raw -739342.025555 + Penalty 2967.741917 = -736374.283638
  nChanged 9
		SP:Iteration 34Q (1380.750000 sec): 3 clusters
  Score: Raw -739344.883848 + Penalty 2967.741917 = -736377.141931
  nChanged 10
		SP:Iteration 35Q (1380.990000 sec): 3 clusters
  Score: Raw -739347.803279 + Penalty 2967.741917 = -736380.061361
  nChanged 8
		SP:Iteration 36Q (1381.260000 sec): 3 clusters
  Score: Raw -739349.634061 + Penalty 2967.741917 = -736381.892144
  nChanged 6
		SP:Iteration 37Q (1381.450000 sec): 3 clusters
  Score: Raw -739351.185494 + Penalty 2967.741917 = -736383.443577
  nChanged 6
		SP:Iteration 38Q (1381.720000 sec): 3 clusters
  Score: Raw -739353.395004 + Penalty 2967.741917 = -736385.653087
  nChanged 6
		SP:Iteration 39Q (1381.920000 sec): 3 clusters
  Score: Raw -739354.424274 + Penalty 2967.741917 = -736386.682356
  nChanged 5
		SP:Iteration 40F (1382.120000 sec): 3 clusters
  Score: Raw -739355.591669 + Penalty 2967.741917 = -736387.849751
  nChanged 6
		SP:Iteration 41Q (1382.340000 sec): 3 clusters
  Score: Raw -739357.340040 + Penalty 2967.741917 = -736389.598123
  nChanged 4
		SP:Iteration 42Q (1382.600000 sec): 3 clusters
  Score: Raw -739358.059321 + Penalty 2967.741917 = -736390.317404
  nChanged 2
		SP:Iteration 43Q (1382.800000 sec): 3 clusters
  Score: Raw -739358.299505 + Penalty 2967.741917 = -736390.557588
  nChanged 1
		SP:Iteration 44Q (1383.060000 sec): 3 clusters
  Score: Raw -739358.461231 + Penalty 2967.741917 = -736390.719314
  nChanged 1
		SP:Iteration 45Q (1383.260000 sec): 3 clusters
  Score: Raw -739358.727959 + Penalty 2967.741917 = -736390.986042
  nChanged 1
		SP:Iteration 46Q (1383.460000 sec): 3 clusters
  Score: Raw -739358.883103 + Penalty 2967.741917 = -736391.141185
  nChanged 1
		SP:Iteration 47Q (1383.700000 sec): 3 clusters
  Score: Raw -739358.979012 + Penalty 2967.741917 = -736391.237094
  nChanged 0
		SP:Iteration 48F (1383.900000 sec): 3 clusters
  Score: Raw -739358.979012 + Penalty 2967.741917 = -736391.237094
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (3897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1384.010000 sec): 2 clusters
  Score: Raw -272174.904340 + Penalty 1343.543875 = -270831.360465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1384.220000 sec): 3 clusters
  Score: Raw -270295.986744 + Penalty 2687.087749 = -267608.898994
  nChanged 1573
		SP:Iteration 1F (1384.400000 sec): 3 clusters
  Score: Raw -271747.065323 + Penalty 2687.087749 = -269059.977574
  nChanged 534
		SP:Iteration 2F (1384.580000 sec): 3 clusters
  Score: Raw -272535.853998 + Penalty 2687.087749 = -269848.766248
  nChanged 343
		SP:Iteration 3F (1384.780000 sec): 3 clusters
  Score: Raw -272914.815742 + Penalty 2687.087749 = -270227.727992
  nChanged 241
		SP:Iteration 4F (1384.950000 sec): 3 clusters
  Score: Raw -273100.276100 + Penalty 2687.087749 = -270413.188351
  nChanged 138
		SP:Iteration 5Q (1385.160000 sec): 3 clusters
  Score: Raw -273185.891609 + Penalty 2687.087749 = -270498.803859
  nChanged 93
		SP:Iteration 6Q (1385.320000 sec): 3 clusters
  Score: Raw -273248.610687 + Penalty 2687.087749 = -270561.522937
  nChanged 80
		SP:Iteration 7Q (1385.530000 sec): 3 clusters
  Score: Raw -273295.183030 + Penalty 2687.087749 = -270608.095280
  nChanged 66
		SP:Iteration 8Q (1385.740000 sec): 3 clusters
  Score: Raw -273337.288659 + Penalty 2687.087749 = -270650.200909
  nChanged 81
		SP:Iteration 9Q (1385.920000 sec): 3 clusters
  Score: Raw -273395.929056 + Penalty 2687.087749 = -270708.841307
  nChanged 97
		SP:Iteration 10Q (1386.120000 sec): 3 clusters
  Score: Raw -273470.718797 + Penalty 2687.087749 = -270783.631048
  nChanged 116
		SP:Iteration 11Q (1386.320000 sec): 3 clusters
  Score: Raw -273615.778991 + Penalty 2687.087749 = -270928.691242
  nChanged 170
		SP:Iteration 12Q (1386.520000 sec): 3 clusters
  Score: Raw -273907.474673 + Penalty 2687.087749 = -271220.386923
  nChanged 230
		SP:Iteration 13F (1386.720000 sec): 3 clusters
  Score: Raw -274580.884416 + Penalty 2687.087749 = -271893.796667
  nChanged 284
		SP:Iteration 14F (1386.910000 sec): 3 clusters
  Score: Raw -276154.635058 + Penalty 2687.087749 = -273467.547309
  nChanged 109
		SP:Iteration 15Q (1387.090000 sec): 3 clusters
  Score: Raw -277575.047418 + Penalty 2687.087749 = -274887.959669
  nChanged 7
		SP:Iteration 16Q (1387.260000 sec): 3 clusters
  Score: Raw -277684.953243 + Penalty 2687.087749 = -274997.865494
  nChanged 2
		SP:Iteration 17Q (1387.420000 sec): 3 clusters
  Score: Raw -277712.859011 + Penalty 2687.087749 = -275025.771262
  nChanged 1
		SP:Iteration 18Q (1387.580000 sec): 3 clusters
  Score: Raw -277720.434181 + Penalty 2687.087749 = -275033.346432
  nChanged 0
		SP:Iteration 19F (1387.780000 sec): 3 clusters
  Score: Raw -277720.434181 + Penalty 2687.087749 = -275033.346432
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (6498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.920000 sec): 2 clusters
  Score: Raw -525389.632487 + Penalty 1426.628079 = -523963.004408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1388.100000 sec): 3 clusters
  Score: Raw -521834.973815 + Penalty 2853.256158 = -518981.717657
  nChanged 2747
		SP:Iteration 1F (1388.280000 sec): 3 clusters
  Score: Raw -523388.943146 + Penalty 2853.256158 = -520535.686988
  nChanged 555
		SP:Iteration 2F (1388.460000 sec): 3 clusters
  Score: Raw -523834.240170 + Penalty 2853.256158 = -520980.984013
  nChanged 522
		SP:Iteration 3F (1388.650000 sec): 3 clusters
  Score: Raw -524436.068488 + Penalty 2853.256158 = -521582.812330
  nChanged 558
		SP:Iteration 4F (1388.850000 sec): 3 clusters
  Score: Raw -525172.208411 + Penalty 2853.256158 = -522318.952253
  nChanged 511
		SP:Iteration 5F (1389.040000 sec): 3 clusters
  Score: Raw -525798.286917 + Penalty 2853.256158 = -522945.030759
  nChanged 415
		SP:Iteration 6F (1389.220000 sec): 3 clusters
  Score: Raw -526210.387276 + Penalty 2853.256158 = -523357.131118
  nChanged 302
		SP:Iteration 7Q (1389.420000 sec): 3 clusters
  Score: Raw -526424.677225 + Penalty 2853.256158 = -523571.421067
  nChanged 193
		SP:Iteration 8Q (1389.650000 sec): 3 clusters
  Score: Raw -526527.772753 + Penalty 2853.256158 = -523674.516596
  nChanged 119
		SP:Iteration 9Q (1389.840000 sec): 3 clusters
  Score: Raw -526590.488868 + Penalty 2853.256158 = -523737.232710
  nChanged 102
		SP:Iteration 10Q (1390.010000 sec): 3 clusters
  Score: Raw -526653.892490 + Penalty 2853.256158 = -523800.636333
  nChanged 103
		SP:Iteration 11Q (1390.210000 sec): 3 clusters
  Score: Raw -526717.902376 + Penalty 2853.256158 = -523864.646218
  nChanged 110
		SP:Iteration 12Q (1390.410000 sec): 3 clusters
  Score: Raw -526780.869356 + Penalty 2853.256158 = -523927.613198
  nChanged 135
		SP:Iteration 13Q (1390.630000 sec): 3 clusters
  Score: Raw -526858.110612 + Penalty 2853.256158 = -524004.854454
  nChanged 160
		SP:Iteration 14Q (1390.810000 sec): 3 clusters
  Score: Raw -526966.845523 + Penalty 2853.256158 = -524113.589365
  nChanged 175
		SP:Iteration 15Q (1391.040000 sec): 3 clusters
  Score: Raw -527100.552810 + Penalty 2853.256158 = -524247.296652
  nChanged 183
		SP:Iteration 16Q (1391.240000 sec): 3 clusters
  Score: Raw -527256.623268 + Penalty 2853.256158 = -524403.367110
  nChanged 196
		SP:Iteration 17Q (1391.450000 sec): 3 clusters
  Score: Raw -527440.921386 + Penalty 2853.256158 = -524587.665228
  nChanged 163
		SP:Iteration 18Q (1391.680000 sec): 3 clusters
  Score: Raw -527592.264794 + Penalty 2853.256158 = -524739.008636
  nChanged 124
		SP:Iteration 19Q (1391.930000 sec): 3 clusters
  Score: Raw -527710.461287 + Penalty 2853.256158 = -524857.205129
  nChanged 99
		SP:Iteration 20F (1392.130000 sec): 3 clusters
  Score: Raw -527821.220273 + Penalty 2853.256158 = -524967.964115
  nChanged 77
		SP:Iteration 21Q (1392.340000 sec): 3 clusters
  Score: Raw -527892.838403 + Penalty 2853.256158 = -525039.582245
  nChanged 62
		SP:Iteration 22Q (1392.540000 sec): 3 clusters
  Score: Raw -527930.427346 + Penalty 2853.256158 = -525077.171188
  nChanged 40
		SP:Iteration 23Q (1392.770000 sec): 3 clusters
  Score: Raw -527946.561903 + Penalty 2853.256158 = -525093.305746
  nChanged 21
		SP:Iteration 24Q (1392.940000 sec): 3 clusters
  Score: Raw -527952.125342 + Penalty 2853.256158 = -525098.869184
  nChanged 12
		SP:Iteration 25Q (1393.190000 sec): 3 clusters
  Score: Raw -527954.458757 + Penalty 2853.256158 = -525101.202599
  nChanged 7
		SP:Iteration 26Q (1393.400000 sec): 3 clusters
  Score: Raw -527955.836953 + Penalty 2853.256158 = -525102.580796
  nChanged 4
		SP:Iteration 27Q (1393.600000 sec): 3 clusters
  Score: Raw -527956.414977 + Penalty 2853.256158 = -525103.158819
  nChanged 2
		SP:Iteration 28Q (1393.800000 sec): 3 clusters
  Score: Raw -527956.742144 + Penalty 2853.256158 = -525103.485986
  nChanged 0
		SP:Iteration 29F (1394.030000 sec): 3 clusters
  Score: Raw -527956.742144 + Penalty 2853.256158 = -525103.485986
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1394.130000 sec): 2 clusters
  Score: Raw -162267.870318 + Penalty 1303.507487 = -160964.362831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1394.340000 sec): 3 clusters
  Score: Raw -161051.243444 + Penalty 2607.014973 = -158444.228470
  nChanged 1220
		SP:Iteration 1F (1394.530000 sec): 3 clusters
  Score: Raw -163234.797223 + Penalty 2607.014973 = -160627.782250
  nChanged 448
		SP:Iteration 2F (1394.700000 sec): 3 clusters
  Score: Raw -164269.346888 + Penalty 2607.014973 = -161662.331915
  nChanged 273
		SP:Iteration 3F (1394.890000 sec): 3 clusters
  Score: Raw -164884.169754 + Penalty 2607.014973 = -162277.154781
  nChanged 189
		SP:Iteration 4F (1395.080000 sec): 3 clusters
  Score: Raw -165225.553248 + Penalty 2607.014973 = -162618.538275
  nChanged 109
		SP:Iteration 5Q (1395.270000 sec): 3 clusters
  Score: Raw -165363.041361 + Penalty 2607.014973 = -162756.026388
  nChanged 62
		SP:Iteration 6Q (1395.490000 sec): 3 clusters
  Score: Raw -165446.611396 + Penalty 2607.014973 = -162839.596423
  nChanged 46
		SP:Iteration 7Q (1395.740000 sec): 3 clusters
  Score: Raw -165503.580821 + Penalty 2607.014973 = -162896.565848
  nChanged 34
		SP:Iteration 8Q (1395.900000 sec): 3 clusters
  Score: Raw -165533.692520 + Penalty 2607.014973 = -162926.677546
  nChanged 23
		SP:Iteration 9Q (1396.090000 sec): 3 clusters
  Score: Raw -165563.374989 + Penalty 2607.014973 = -162956.360016
  nChanged 29
		SP:Iteration 10Q (1396.280000 sec): 3 clusters
  Score: Raw -165583.915375 + Penalty 2607.014973 = -162976.900401
  nChanged 19
		SP:Iteration 11Q (1396.490000 sec): 3 clusters
  Score: Raw -165593.845969 + Penalty 2607.014973 = -162986.830996
  nChanged 9
		SP:Iteration 12Q (1396.690000 sec): 3 clusters
  Score: Raw -165597.044664 + Penalty 2607.014973 = -162990.029691
  nChanged 6
		SP:Iteration 13Q (1396.840000 sec): 3 clusters
  Score: Raw -165600.256052 + Penalty 2607.014973 = -162993.241079
  nChanged 5
		SP:Iteration 14Q (1397.020000 sec): 3 clusters
  Score: Raw -165602.774958 + Penalty 2607.014973 = -162995.759984
  nChanged 4
		SP:Iteration 15Q (1397.230000 sec): 3 clusters
  Score: Raw -165604.037974 + Penalty 2607.014973 = -162997.023001
  nChanged 2
		SP:Iteration 16Q (1397.440000 sec): 3 clusters
  Score: Raw -165605.692950 + Penalty 2607.014973 = -162998.677977
  nChanged 1
		SP:Iteration 17Q (1397.630000 sec): 3 clusters
  Score: Raw -165605.916099 + Penalty 2607.014973 = -162998.901126
  nChanged 2
		SP:Iteration 18Q (1397.820000 sec): 3 clusters
  Score: Raw -165606.965058 + Penalty 2607.014973 = -162999.950085
  nChanged 4
		SP:Iteration 19Q (1398.000000 sec): 3 clusters
  Score: Raw -165608.919042 + Penalty 2607.014973 = -163001.904069
  nChanged 1
		SP:Iteration 20F (1398.200000 sec): 3 clusters
  Score: Raw -165611.663052 + Penalty 2607.014973 = -163004.648078
  nChanged 3
		SP:Iteration 21Q (1398.360000 sec): 3 clusters
  Score: Raw -165626.822172 + Penalty 2607.014973 = -163019.807198
  nChanged 15
		SP:Iteration 22Q (1398.610000 sec): 3 clusters
  Score: Raw -165636.845410 + Penalty 2607.014973 = -163029.830436
  nChanged 16
		SP:Iteration 23Q (1398.760000 sec): 3 clusters
  Score: Raw -165660.853834 + Penalty 2607.014973 = -163053.838861
  nChanged 20
		SP:Iteration 24Q (1398.960000 sec): 3 clusters
  Score: Raw -165695.939650 + Penalty 2607.014973 = -163088.924677
  nChanged 30
		SP:Iteration 25Q (1399.130000 sec): 3 clusters
  Score: Raw -165721.343727 + Penalty 2607.014973 = -163114.328754
  nChanged 33
		SP:Iteration 26Q (1399.330000 sec): 3 clusters
  Score: Raw -165759.077348 + Penalty 2607.014973 = -163152.062375
  nChanged 30
		SP:Iteration 27Q (1399.510000 sec): 3 clusters
  Score: Raw -165795.502749 + Penalty 2607.014973 = -163188.487775
  nChanged 31
		SP:Iteration 28Q (1399.710000 sec): 3 clusters
  Score: Raw -165820.514128 + Penalty 2607.014973 = -163213.499155
  nChanged 20
		SP:Iteration 29Q (1399.900000 sec): 3 clusters
  Score: Raw -165837.941795 + Penalty 2607.014973 = -163230.926821
  nChanged 16
		SP:Iteration 30Q (1400.080000 sec): 3 clusters
  Score: Raw -165854.203695 + Penalty 2607.014973 = -163247.188722
  nChanged 16
		SP:Iteration 31Q (1400.280000 sec): 3 clusters
  Score: Raw -165886.229117 + Penalty 2607.014973 = -163279.214143
  nChanged 17
		SP:Iteration 32Q (1400.460000 sec): 3 clusters
  Score: Raw -165912.854487 + Penalty 2607.014973 = -163305.839514
  nChanged 19
		SP:Iteration 33Q (1400.670000 sec): 3 clusters
  Score: Raw -165948.188511 + Penalty 2607.014973 = -163341.173538
  nChanged 25
		SP:Iteration 34Q (1400.900000 sec): 3 clusters
  Score: Raw -165999.070282 + Penalty 2607.014973 = -163392.055309
  nChanged 26
		SP:Iteration 35Q (1401.060000 sec): 3 clusters
  Score: Raw -166065.573086 + Penalty 2607.014973 = -163458.558113
  nChanged 21
		SP:Iteration 36Q (1401.260000 sec): 3 clusters
  Score: Raw -166122.791370 + Penalty 2607.014973 = -163515.776396
  nChanged 19
		SP:Iteration 37Q (1401.460000 sec): 3 clusters
  Score: Raw -166148.298648 + Penalty 2607.014973 = -163541.283675
  nChanged 13
		SP:Iteration 38Q (1401.660000 sec): 3 clusters
  Score: Raw -166166.160665 + Penalty 2607.014973 = -163559.145692
  nChanged 7
		SP:Iteration 39Q (1401.880000 sec): 3 clusters
  Score: Raw -166181.281145 + Penalty 2607.014973 = -163574.266172
  nChanged 7
		SP:Iteration 40F (1402.120000 sec): 3 clusters
  Score: Raw -166225.193526 + Penalty 2607.014973 = -163618.178553
  nChanged 10
		SP:Iteration 41Q (1402.280000 sec): 3 clusters
  Score: Raw -166301.254460 + Penalty 2607.014973 = -163694.239487
  nChanged 31
		SP:Iteration 42Q (1402.500000 sec): 3 clusters
  Score: Raw -166399.167626 + Penalty 2607.014973 = -163792.152652
  nChanged 31
		SP:Iteration 43Q (1402.670000 sec): 3 clusters
  Score: Raw -166451.113509 + Penalty 2607.014973 = -163844.098536
  nChanged 16
		SP:Iteration 44Q (1402.870000 sec): 3 clusters
  Score: Raw -166460.618030 + Penalty 2607.014973 = -163853.603057
  nChanged 6
		SP:Iteration 45Q (1403.030000 sec): 3 clusters
  Score: Raw -166464.954666 + Penalty 2607.014973 = -163857.939693
  nChanged 4
		SP:Iteration 46Q (1403.220000 sec): 3 clusters
  Score: Raw -166466.427628 + Penalty 2607.014973 = -163859.412654
  nChanged 2
		SP:Iteration 47Q (1403.400000 sec): 3 clusters
  Score: Raw -166466.898467 + Penalty 2607.014973 = -163859.883494
  nChanged 2
		SP:Iteration 48Q (1403.570000 sec): 3 clusters
  Score: Raw -166467.324142 + Penalty 2607.014973 = -163860.309169
  nChanged 1
		SP:Iteration 49Q (1403.780000 sec): 3 clusters
  Score: Raw -166467.404541 + Penalty 2607.014973 = -163860.389568
  nChanged 0
		SP:Iteration 50F (1403.980000 sec): 3 clusters
  Score: Raw -166467.404541 + Penalty 2607.014973 = -163860.389568
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (9661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1404.110000 sec): 2 clusters
  Score: Raw -764477.971063 + Penalty 1491.076022 = -762986.895041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1404.360000 sec): 3 clusters
  Score: Raw -758979.712051 + Penalty 2982.152043 = -755997.560007
  nChanged 4210
		SP:Iteration 1F (1404.580000 sec): 3 clusters
  Score: Raw -762118.796569 + Penalty 2982.152043 = -759136.644526
  nChanged 1149
		SP:Iteration 2F (1404.800000 sec): 3 clusters
  Score: Raw -764013.731637 + Penalty 2982.152043 = -761031.579593
  nChanged 1186
		SP:Iteration 3F (1405.010000 sec): 3 clusters
  Score: Raw -765501.862521 + Penalty 2982.152043 = -762519.710478
  nChanged 818
		SP:Iteration 4F (1405.260000 sec): 3 clusters
  Score: Raw -766238.876923 + Penalty 2982.152043 = -763256.724879
  nChanged 483
		SP:Iteration 5Q (1405.460000 sec): 3 clusters
  Score: Raw -766550.192358 + Penalty 2982.152043 = -763568.040314
  nChanged 295
		SP:Iteration 6Q (1405.630000 sec): 3 clusters
  Score: Raw -766716.547562 + Penalty 2982.152043 = -763734.395518
  nChanged 192
		SP:Iteration 7Q (1405.880000 sec): 3 clusters
  Score: Raw -766866.542647 + Penalty 2982.152043 = -763884.390604
  nChanged 197
		SP:Iteration 8Q (1406.140000 sec): 3 clusters
  Score: Raw -767153.897240 + Penalty 2982.152043 = -764171.745197
  nChanged 236
		SP:Iteration 9Q (1406.340000 sec): 3 clusters
  Score: Raw -767995.621967 + Penalty 2982.152043 = -765013.469924
  nChanged 279
		SP:Iteration 10Q (1406.550000 sec): 3 clusters
  Score: Raw -768639.676243 + Penalty 2982.152043 = -765657.524200
  nChanged 273
		SP:Iteration 11Q (1406.800000 sec): 3 clusters
  Score: Raw -768776.752507 + Penalty 2982.152043 = -765794.600463
  nChanged 201
		SP:Iteration 12Q (1407.070000 sec): 3 clusters
  Score: Raw -768881.079225 + Penalty 2982.152043 = -765898.927182
  nChanged 139
		SP:Iteration 13Q (1407.290000 sec): 3 clusters
  Score: Raw -768960.638049 + Penalty 2982.152043 = -765978.486005
  nChanged 131
		SP:Iteration 14Q (1407.520000 sec): 3 clusters
  Score: Raw -769036.857685 + Penalty 2982.152043 = -766054.705642
  nChanged 139
		SP:Iteration 15Q (1407.720000 sec): 3 clusters
  Score: Raw -769109.718315 + Penalty 2982.152043 = -766127.566272
  nChanged 119
		SP:Iteration 16Q (1407.960000 sec): 3 clusters
  Score: Raw -769164.182873 + Penalty 2982.152043 = -766182.030830
  nChanged 96
		SP:Iteration 17Q (1408.200000 sec): 3 clusters
  Score: Raw -769210.742157 + Penalty 2982.152043 = -766228.590113
  nChanged 79
		SP:Iteration 18Q (1408.430000 sec): 3 clusters
  Score: Raw -769240.957884 + Penalty 2982.152043 = -766258.805841
  nChanged 64
		SP:Iteration 19Q (1408.630000 sec): 3 clusters
  Score: Raw -769263.776497 + Penalty 2982.152043 = -766281.624454
  nChanged 64
		SP:Iteration 20F (1408.860000 sec): 3 clusters
  Score: Raw -769288.127567 + Penalty 2982.152043 = -766305.975523
  nChanged 68
		SP:Iteration 21Q (1409.090000 sec): 3 clusters
  Score: Raw -769314.027041 + Penalty 2982.152043 = -766331.874998
  nChanged 64
		SP:Iteration 22Q (1409.300000 sec): 3 clusters
  Score: Raw -769340.175784 + Penalty 2982.152043 = -766358.023740
  nChanged 59
		SP:Iteration 23Q (1409.520000 sec): 3 clusters
  Score: Raw -769360.517128 + Penalty 2982.152043 = -766378.365085
  nChanged 44
		SP:Iteration 24Q (1409.750000 sec): 3 clusters
  Score: Raw -769374.885310 + Penalty 2982.152043 = -766392.733266
  nChanged 42
		SP:Iteration 25Q (1409.940000 sec): 3 clusters
  Score: Raw -769385.938008 + Penalty 2982.152043 = -766403.785965
  nChanged 33
		SP:Iteration 26Q (1410.170000 sec): 3 clusters
  Score: Raw -769395.261875 + Penalty 2982.152043 = -766413.109831
  nChanged 28
		SP:Iteration 27Q (1410.400000 sec): 3 clusters
  Score: Raw -769403.761437 + Penalty 2982.152043 = -766421.609393
  nChanged 27
		SP:Iteration 28Q (1410.670000 sec): 3 clusters
  Score: Raw -769410.725311 + Penalty 2982.152043 = -766428.573268
  nChanged 22
		SP:Iteration 29Q (1410.890000 sec): 3 clusters
  Score: Raw -769417.431354 + Penalty 2982.152043 = -766435.279311
  nChanged 24
		SP:Iteration 30Q (1411.110000 sec): 3 clusters
  Score: Raw -769424.914883 + Penalty 2982.152043 = -766442.762839
  nChanged 22
		SP:Iteration 31Q (1411.390000 sec): 3 clusters
  Score: Raw -769430.259464 + Penalty 2982.152043 = -766448.107421
  nChanged 25
		SP:Iteration 32Q (1411.600000 sec): 3 clusters
  Score: Raw -769438.333349 + Penalty 2982.152043 = -766456.181305
  nChanged 27
		SP:Iteration 33Q (1411.860000 sec): 3 clusters
  Score: Raw -769449.153240 + Penalty 2982.152043 = -766467.001197
  nChanged 24
		SP:Iteration 34Q (1412.050000 sec): 3 clusters
  Score: Raw -769460.916911 + Penalty 2982.152043 = -766478.764868
  nChanged 30
		SP:Iteration 35Q (1412.260000 sec): 3 clusters
  Score: Raw -769480.259408 + Penalty 2982.152043 = -766498.107364
  nChanged 46
		SP:Iteration 36Q (1412.540000 sec): 3 clusters
  Score: Raw -769532.539298 + Penalty 2982.152043 = -766550.387254
  nChanged 68
		SP:Iteration 37Q (1412.740000 sec): 3 clusters
  Score: Raw -769654.290965 + Penalty 2982.152043 = -766672.138921
  nChanged 79
		SP:Iteration 38Q (1412.990000 sec): 3 clusters
  Score: Raw -769854.098313 + Penalty 2982.152043 = -766871.946270
  nChanged 98
		SP:Iteration 39Q (1413.220000 sec): 3 clusters
  Score: Raw -770061.467137 + Penalty 2982.152043 = -767079.315093
  nChanged 95
		SP:Iteration 40F (1413.440000 sec): 3 clusters
  Score: Raw -770171.004909 + Penalty 2982.152043 = -767188.852865
  nChanged 76
		SP:Iteration 41Q (1413.650000 sec): 3 clusters
  Score: Raw -770207.885561 + Penalty 2982.152043 = -767225.733518
  nChanged 74
		SP:Iteration 42Q (1413.840000 sec): 3 clusters
  Score: Raw -770246.262727 + Penalty 2982.152043 = -767264.110684
  nChanged 86
		SP:Iteration 43Q (1414.060000 sec): 3 clusters
  Score: Raw -770297.722577 + Penalty 2982.152043 = -767315.570533
  nChanged 104
		SP:Iteration 44Q (1414.260000 sec): 3 clusters
  Score: Raw -770379.399154 + Penalty 2982.152043 = -767397.247111
  nChanged 147
		SP:Iteration 45Q (1414.450000 sec): 3 clusters
  Score: Raw -770522.533129 + Penalty 2982.152043 = -767540.381085
  nChanged 204
		SP:Iteration 46Q (1414.690000 sec): 3 clusters
  Score: Raw -770785.854215 + Penalty 2982.152043 = -767803.702171
  nChanged 252
		SP:Iteration 47Q (1414.910000 sec): 3 clusters
  Score: Raw -771164.952846 + Penalty 2982.152043 = -768182.800803
  nChanged 230
		SP:Iteration 48Q (1415.180000 sec): 3 clusters
  Score: Raw -771436.969652 + Penalty 2982.152043 = -768454.817608
  nChanged 204
		SP:Iteration 49Q (1415.400000 sec): 3 clusters
  Score: Raw -771647.733269 + Penalty 2982.152043 = -768665.581226
  nChanged 212
		SP:Iteration 50Q (1415.620000 sec): 3 clusters
  Score: Raw -771898.439741 + Penalty 2982.152043 = -768916.287698
  nChanged 235
		SP:Iteration 51Q (1415.850000 sec): 3 clusters
  Score: Raw -772249.845296 + Penalty 2982.152043 = -769267.693252
  nChanged 285
		SP:Iteration 52Q (1416.110000 sec): 3 clusters
  Score: Raw -772888.429256 + Penalty 2982.152043 = -769906.277213
  nChanged 315
		SP:Iteration 53Q (1416.310000 sec): 3 clusters
  Score: Raw -774012.715199 + Penalty 2982.152043 = -771030.563155
  nChanged 189
		SP:Iteration 54Q (1416.560000 sec): 3 clusters
  Score: Raw -774716.654686 + Penalty 2982.152043 = -771734.502643
  nChanged 74
		SP:Iteration 55Q (1416.850000 sec): 3 clusters
  Score: Raw -774838.391350 + Penalty 2982.152043 = -771856.239307
  nChanged 26
		SP:Iteration 56Q (1417.100000 sec): 3 clusters
  Score: Raw -774860.659327 + Penalty 2982.152043 = -771878.507283
  nChanged 20
		SP:Iteration 57Q (1417.330000 sec): 3 clusters
  Score: Raw -774871.179470 + Penalty 2982.152043 = -771889.027426
  nChanged 13
		SP:Iteration 58Q (1417.560000 sec): 3 clusters
  Score: Raw -774876.923220 + Penalty 2982.152043 = -771894.771177
  nChanged 11
		SP:Iteration 59Q (1417.790000 sec): 3 clusters
  Score: Raw -774881.573339 + Penalty 2982.152043 = -771899.421296
  nChanged 5
		SP:Iteration 60F (1417.990000 sec): 3 clusters
  Score: Raw -774883.260574 + Penalty 2982.152043 = -771901.108530
  nChanged 5
		SP:Iteration 61Q (1418.200000 sec): 3 clusters
  Score: Raw -774884.409949 + Penalty 2982.152043 = -771902.257905
  nChanged 3
		SP:Iteration 62Q (1418.420000 sec): 3 clusters
  Score: Raw -774885.053239 + Penalty 2982.152043 = -771902.901195
  nChanged 3
		SP:Iteration 63Q (1418.640000 sec): 3 clusters
  Score: Raw -774885.451317 + Penalty 2982.152043 = -771903.299274
  nChanged 1
		SP:Iteration 64Q (1418.880000 sec): 3 clusters
  Score: Raw -774885.547204 + Penalty 2982.152043 = -771903.395160
  nChanged 0
		SP:Iteration 65F (1419.120000 sec): 3 clusters
  Score: Raw -774885.547204 + Penalty 2982.152043 = -771903.395160
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (16869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1419.260000 sec): 2 clusters
  Score: Raw -1384576.454790 + Penalty 1581.650346 = -1382994.804444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1419.490000 sec): 3 clusters
  Score: Raw -1374588.021788 + Penalty 3163.300692 = -1371424.721096
  nChanged 7474
		SP:Iteration 1F (1419.760000 sec): 3 clusters
  Score: Raw -1378580.944502 + Penalty 3163.300692 = -1375417.643811
  nChanged 825
		SP:Iteration 2Q (1420.020000 sec): 3 clusters
  Score: Raw -1378842.430783 + Penalty 3163.300692 = -1375679.130091
  nChanged 725
		SP:Iteration 3Q (1420.350000 sec): 3 clusters
  Score: Raw -1379063.396413 + Penalty 3163.300692 = -1375900.095721
  nChanged 623
		SP:Iteration 4Q (1420.610000 sec): 3 clusters
  Score: Raw -1379264.376895 + Penalty 3163.300692 = -1376101.076203
  nChanged 647
		SP:Iteration 5Q (1420.890000 sec): 3 clusters
  Score: Raw -1379508.677144 + Penalty 3163.300692 = -1376345.376453
  nChanged 774
		SP:Iteration 6Q (1421.210000 sec): 3 clusters
  Score: Raw -1379886.940277 + Penalty 3163.300692 = -1376723.639585
  nChanged 948
		SP:Iteration 7F (1421.510000 sec): 3 clusters
  Score: Raw -1380498.455205 + Penalty 3163.300692 = -1377335.154514
  nChanged 1200
		SP:Iteration 8F (1421.730000 sec): 3 clusters
  Score: Raw -1381476.874635 + Penalty 3163.300692 = -1378313.573944
  nChanged 1354
		SP:Iteration 9F (1422.010000 sec): 3 clusters
  Score: Raw -1382721.458872 + Penalty 3163.300692 = -1379558.158180
  nChanged 1215
		SP:Iteration 10F (1422.300000 sec): 3 clusters
  Score: Raw -1383711.581979 + Penalty 3163.300692 = -1380548.281287
  nChanged 775
		SP:Iteration 11Q (1422.570000 sec): 3 clusters
  Score: Raw -1384191.622843 + Penalty 3163.300692 = -1381028.322152
  nChanged 470
		SP:Iteration 12Q (1422.880000 sec): 3 clusters
  Score: Raw -1384416.327431 + Penalty 3163.300692 = -1381253.026739
  nChanged 299
		SP:Iteration 13Q (1423.150000 sec): 3 clusters
  Score: Raw -1384519.265013 + Penalty 3163.300692 = -1381355.964321
  nChanged 172
		SP:Iteration 14Q (1423.420000 sec): 3 clusters
  Score: Raw -1384568.416044 + Penalty 3163.300692 = -1381405.115352
  nChanged 136
		SP:Iteration 15Q (1423.680000 sec): 3 clusters
  Score: Raw -1384602.776608 + Penalty 3163.300692 = -1381439.475916
  nChanged 87
		SP:Iteration 16Q (1423.920000 sec): 3 clusters
  Score: Raw -1384622.704099 + Penalty 3163.300692 = -1381459.403408
  nChanged 70
		SP:Iteration 17Q (1424.230000 sec): 3 clusters
  Score: Raw -1384638.160871 + Penalty 3163.300692 = -1381474.860179
  nChanged 58
		SP:Iteration 18Q (1424.460000 sec): 3 clusters
  Score: Raw -1384648.678529 + Penalty 3163.300692 = -1381485.377838
  nChanged 40
		SP:Iteration 19Q (1424.710000 sec): 3 clusters
  Score: Raw -1384655.227978 + Penalty 3163.300692 = -1381491.927287
  nChanged 35
		SP:Iteration 20F (1424.970000 sec): 3 clusters
  Score: Raw -1384660.674588 + Penalty 3163.300692 = -1381497.373897
  nChanged 28
		SP:Iteration 21Q (1425.280000 sec): 3 clusters
  Score: Raw -1384664.642370 + Penalty 3163.300692 = -1381501.341679
  nChanged 23
		SP:Iteration 22Q (1425.530000 sec): 3 clusters
  Score: Raw -1384668.855579 + Penalty 3163.300692 = -1381505.554888
  nChanged 29
		SP:Iteration 23Q (1425.810000 sec): 3 clusters
  Score: Raw -1384674.249971 + Penalty 3163.300692 = -1381510.949279
  nChanged 28
		SP:Iteration 24Q (1426.050000 sec): 3 clusters
  Score: Raw -1384678.983362 + Penalty 3163.300692 = -1381515.682670
  nChanged 28
		SP:Iteration 25Q (1426.270000 sec): 3 clusters
  Score: Raw -1384683.300000 + Penalty 3163.300692 = -1381519.999308
  nChanged 23
		SP:Iteration 26Q (1426.520000 sec): 3 clusters
  Score: Raw -1384687.384579 + Penalty 3163.300692 = -1381524.083887
  nChanged 15
		SP:Iteration 27Q (1426.790000 sec): 3 clusters
  Score: Raw -1384690.568496 + Penalty 3163.300692 = -1381527.267805
  nChanged 15
		SP:Iteration 28Q (1427.040000 sec): 3 clusters
  Score: Raw -1384692.430260 + Penalty 3163.300692 = -1381529.129568
  nChanged 9
		SP:Iteration 29Q (1427.280000 sec): 3 clusters
  Score: Raw -1384693.689092 + Penalty 3163.300692 = -1381530.388401
  nChanged 10
		SP:Iteration 30Q (1427.530000 sec): 3 clusters
  Score: Raw -1384694.967760 + Penalty 3163.300692 = -1381531.667068
  nChanged 6
		SP:Iteration 31Q (1427.790000 sec): 3 clusters
  Score: Raw -1384695.831618 + Penalty 3163.300692 = -1381532.530926
  nChanged 8
		SP:Iteration 32Q (1428.070000 sec): 3 clusters
  Score: Raw -1384697.209929 + Penalty 3163.300692 = -1381533.909238
  nChanged 6
		SP:Iteration 33Q (1428.330000 sec): 3 clusters
  Score: Raw -1384698.296158 + Penalty 3163.300692 = -1381534.995466
  nChanged 8
		SP:Iteration 34Q (1428.590000 sec): 3 clusters
  Score: Raw -1384699.583610 + Penalty 3163.300692 = -1381536.282918
  nChanged 10
		SP:Iteration 35Q (1428.870000 sec): 3 clusters
  Score: Raw -1384700.665726 + Penalty 3163.300692 = -1381537.365034
  nChanged 4
		SP:Iteration 36Q (1429.090000 sec): 3 clusters
  Score: Raw -1384701.083139 + Penalty 3163.300692 = -1381537.782448
  nChanged 4
		SP:Iteration 37Q (1429.330000 sec): 3 clusters
  Score: Raw -1384701.449790 + Penalty 3163.300692 = -1381538.149098
  nChanged 3
		SP:Iteration 38Q (1429.610000 sec): 3 clusters
  Score: Raw -1384701.936179 + Penalty 3163.300692 = -1381538.635487
  nChanged 3
		SP:Iteration 39Q (1429.890000 sec): 3 clusters
  Score: Raw -1384702.397675 + Penalty 3163.300692 = -1381539.096983
  nChanged 5
		SP:Iteration 40F (1430.130000 sec): 3 clusters
  Score: Raw -1384703.050729 + Penalty 3163.300692 = -1381539.750037
  nChanged 7
		SP:Iteration 41Q (1430.420000 sec): 3 clusters
  Score: Raw -1384703.841590 + Penalty 3163.300692 = -1381540.540899
  nChanged 4
		SP:Iteration 42Q (1430.700000 sec): 3 clusters
  Score: Raw -1384704.336850 + Penalty 3163.300692 = -1381541.036158
  nChanged 6
		SP:Iteration 43Q (1430.970000 sec): 3 clusters
  Score: Raw -1384705.084228 + Penalty 3163.300692 = -1381541.783537
  nChanged 4
		SP:Iteration 44Q (1431.280000 sec): 3 clusters
  Score: Raw -1384705.595541 + Penalty 3163.300692 = -1381542.294849
  nChanged 5
		SP:Iteration 45Q (1431.580000 sec): 3 clusters
  Score: Raw -1384706.336719 + Penalty 3163.300692 = -1381543.036027
  nChanged 5
		SP:Iteration 46Q (1431.800000 sec): 3 clusters
  Score: Raw -1384706.845860 + Penalty 3163.300692 = -1381543.545169
  nChanged 3
		SP:Iteration 47Q (1432.130000 sec): 3 clusters
  Score: Raw -1384707.107598 + Penalty 3163.300692 = -1381543.806906
  nChanged 3
		SP:Iteration 48Q (1432.380000 sec): 3 clusters
  Score: Raw -1384707.438106 + Penalty 3163.300692 = -1381544.137414
  nChanged 1
		SP:Iteration 49Q (1432.650000 sec): 3 clusters
  Score: Raw -1384707.623472 + Penalty 3163.300692 = -1381544.322780
  nChanged 3
		SP:Iteration 50Q (1432.890000 sec): 3 clusters
  Score: Raw -1384707.983521 + Penalty 3163.300692 = -1381544.682830
  nChanged 2
		SP:Iteration 51Q (1433.170000 sec): 3 clusters
  Score: Raw -1384708.259329 + Penalty 3163.300692 = -1381544.958638
  nChanged 1
		SP:Iteration 52Q (1433.400000 sec): 3 clusters
  Score: Raw -1384708.295942 + Penalty 3163.300692 = -1381544.995251
  nChanged 0
		SP:Iteration 53F (1433.650000 sec): 3 clusters
  Score: Raw -1384708.295942 + Penalty 3163.300692 = -1381544.995251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (116963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1434.270000 sec): 2 clusters
  Score: Raw -10015575.487854 + Penalty 1896.312100 = -10013679.175753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1435.030000 sec): 3 clusters
  Score: Raw -9938911.312881 + Penalty 3792.624200 = -9935118.688681
  nChanged 55991
		SP:Iteration 1F (1435.800000 sec): 3 clusters
  Score: Raw -9971296.753873 + Penalty 3792.624200 = -9967504.129673
  nChanged 3353
		SP:Iteration 2Q (1436.500000 sec): 3 clusters
  Score: Raw -9971976.524196 + Penalty 3792.624200 = -9968183.899995
  nChanged 3588
		SP:Iteration 3Q (1437.290000 sec): 3 clusters
  Score: Raw -9972894.800017 + Penalty 3792.624200 = -9969102.175817
  nChanged 4220
		SP:Iteration 4Q (1438.030000 sec): 3 clusters
  Score: Raw -9974294.747402 + Penalty 3792.624200 = -9970502.123202
  nChanged 5295
		SP:Iteration 5Q (1438.850000 sec): 3 clusters
  Score: Raw -9976705.972709 + Penalty 3792.624200 = -9972913.348509
  nChanged 7024
		SP:Iteration 6F (1439.670000 sec): 3 clusters
  Score: Raw -9980832.827072 + Penalty 3792.624200 = -9977040.202871
  nChanged 8805
		SP:Iteration 7F (1440.440000 sec): 3 clusters
  Score: Raw -9987295.823227 + Penalty 3792.624200 = -9983503.199026
  nChanged 9678
		SP:Iteration 8F (1441.220000 sec): 3 clusters
  Score: Raw -9995586.946643 + Penalty 3792.624200 = -9991794.322443
  nChanged 8834
		SP:Iteration 9F (1441.930000 sec): 3 clusters
  Score: Raw -10004058.935788 + Penalty 3792.624200 = -10000266.311588
  nChanged 6406
		SP:Iteration 10F (1442.740000 sec): 3 clusters
  Score: Raw -10010778.380722 + Penalty 3792.624200 = -10006985.756521
  nChanged 3747
		SP:Iteration 11Q (1443.410000 sec): 3 clusters
  Score: Raw -10015829.710925 + Penalty 3792.624200 = -10012037.086724
  nChanged 1717
		SP:Iteration 12Q (1444.180000 sec): 3 clusters
  Score: Raw -10019470.586489 + Penalty 3792.624200 = -10015677.962288
  nChanged 980
		SP:Iteration 13Q (1444.840000 sec): 3 clusters
  Score: Raw -10020596.195433 + Penalty 3792.624200 = -10016803.571232
  nChanged 692
		SP:Iteration 14Q (1445.590000 sec): 3 clusters
  Score: Raw -10020897.132554 + Penalty 3792.624200 = -10017104.508354
  nChanged 356
		SP:Iteration 15Q (1446.190000 sec): 3 clusters
  Score: Raw -10020988.495652 + Penalty 3792.624200 = -10017195.871452
  nChanged 218
		SP:Iteration 16Q (1446.900000 sec): 3 clusters
  Score: Raw -10021033.014243 + Penalty 3792.624200 = -10017240.390043
  nChanged 144
		SP:Iteration 17Q (1447.500000 sec): 3 clusters
  Score: Raw -10021055.215666 + Penalty 3792.624200 = -10017262.591466
  nChanged 100
		SP:Iteration 18Q (1448.140000 sec): 3 clusters
  Score: Raw -10021064.541925 + Penalty 3792.624200 = -10017271.917724
  nChanged 45
		SP:Iteration 19Q (1448.780000 sec): 3 clusters
  Score: Raw -10021067.592631 + Penalty 3792.624200 = -10017274.968430
  nChanged 29
		SP:Iteration 20F (1449.480000 sec): 3 clusters
  Score: Raw -10021069.445272 + Penalty 3792.624200 = -10017276.821072
  nChanged 24
		SP:Iteration 21Q (1450.020000 sec): 3 clusters
  Score: Raw -10021071.071840 + Penalty 3792.624200 = -10017278.447639
  nChanged 17
		SP:Iteration 22Q (1450.610000 sec): 3 clusters
  Score: Raw -10021071.979884 + Penalty 3792.624200 = -10017279.355684
  nChanged 11
		SP:Iteration 23Q (1451.220000 sec): 3 clusters
  Score: Raw -10021072.531962 + Penalty 3792.624200 = -10017279.907762
  nChanged 7
		SP:Iteration 24Q (1451.840000 sec): 3 clusters
  Score: Raw -10021072.792695 + Penalty 3792.624200 = -10017280.168495
  nChanged 3
		SP:Iteration 25Q (1452.390000 sec): 3 clusters
  Score: Raw -10021072.881052 + Penalty 3792.624200 = -10017280.256852
  nChanged 3
		SP:Iteration 26Q (1452.980000 sec): 3 clusters
  Score: Raw -10021072.990139 + Penalty 3792.624200 = -10017280.365939
  nChanged 2
		SP:Iteration 27Q (1453.630000 sec): 3 clusters
  Score: Raw -10021073.057417 + Penalty 3792.624200 = -10017280.433216
  nChanged 0
		SP:Iteration 28F (1454.360000 sec): 3 clusters
  Score: Raw -10021073.057417 + Penalty 3792.624200 = -10017280.433216
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (2555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1454.510000 sec): 2 clusters
  Score: Raw -186811.174191 + Penalty 1274.943719 = -185536.230472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1454.680000 sec): 3 clusters
  Score: Raw -185751.877227 + Penalty 2549.887438 = -183201.989789
  nChanged 996
		SP:Iteration 1F (1454.850000 sec): 3 clusters
  Score: Raw -187368.840165 + Penalty 2549.887438 = -184818.952727
  nChanged 347
		SP:Iteration 2F (1455.020000 sec): 3 clusters
  Score: Raw -188183.575510 + Penalty 2549.887438 = -185633.688072
  nChanged 250
		SP:Iteration 3F (1455.200000 sec): 3 clusters
  Score: Raw -188659.337352 + Penalty 2549.887438 = -186109.449914
  nChanged 145
		SP:Iteration 4F (1455.380000 sec): 3 clusters
  Score: Raw -188887.989047 + Penalty 2549.887438 = -186338.101608
  nChanged 118
		SP:Iteration 5Q (1455.540000 sec): 3 clusters
  Score: Raw -189158.041505 + Penalty 2549.887438 = -186608.154067
  nChanged 105
		SP:Iteration 6Q (1455.700000 sec): 3 clusters
  Score: Raw -189357.052580 + Penalty 2549.887438 = -186807.165142
  nChanged 92
		SP:Iteration 7Q (1455.880000 sec): 3 clusters
  Score: Raw -189450.944373 + Penalty 2549.887438 = -186901.056935
  nChanged 91
		SP:Iteration 8Q (1456.070000 sec): 3 clusters
  Score: Raw -189557.830883 + Penalty 2549.887438 = -187007.943444
  nChanged 118
		SP:Iteration 9Q (1456.260000 sec): 3 clusters
  Score: Raw -189736.274114 + Penalty 2549.887438 = -187186.386675
  nChanged 123
		SP:Iteration 10Q (1456.450000 sec): 3 clusters
  Score: Raw -189935.344281 + Penalty 2549.887438 = -187385.456842
  nChanged 126
		SP:Iteration 11Q (1456.640000 sec): 3 clusters
  Score: Raw -190177.095868 + Penalty 2549.887438 = -187627.208429
  nChanged 122
		SP:Iteration 12Q (1456.800000 sec): 3 clusters
  Score: Raw -190534.018341 + Penalty 2549.887438 = -187984.130903
  nChanged 97
		SP:Iteration 13Q (1456.960000 sec): 3 clusters
  Score: Raw -191054.272452 + Penalty 2549.887438 = -188504.385014
  nChanged 55
		SP:Iteration 14Q (1457.160000 sec): 3 clusters
  Score: Raw -191413.374276 + Penalty 2549.887438 = -188863.486838
  nChanged 30
		SP:Iteration 15Q (1457.340000 sec): 3 clusters
  Score: Raw -191602.194881 + Penalty 2549.887438 = -189052.307442
  nChanged 10
		SP:Iteration 16Q (1457.540000 sec): 3 clusters
  Score: Raw -191666.981475 + Penalty 2549.887438 = -189117.094036
  nChanged 14
		SP:Iteration 17Q (1457.790000 sec): 3 clusters
  Score: Raw -191689.772571 + Penalty 2549.887438 = -189139.885133
  nChanged 4
		SP:Iteration 18Q (1457.970000 sec): 3 clusters
  Score: Raw -191714.501705 + Penalty 2549.887438 = -189164.614267
  nChanged 6
		SP:Iteration 19Q (1458.190000 sec): 3 clusters
  Score: Raw -191724.337568 + Penalty 2549.887438 = -189174.450130
  nChanged 3
		SP:Iteration 20F (1458.420000 sec): 3 clusters
  Score: Raw -191970.812265 + Penalty 2549.887438 = -189420.924827
  nChanged 71
		SP:Iteration 21Q (1458.660000 sec): 3 clusters
  Score: Raw -193140.604063 + Penalty 2549.887438 = -190590.716624
  nChanged 29
		SP:Iteration 22Q (1458.850000 sec): 3 clusters
  Score: Raw -194316.804185 + Penalty 2549.887438 = -191766.916747
  nChanged 8
		SP:Iteration 23Q (1459.030000 sec): 3 clusters
  Score: Raw -194412.208227 + Penalty 2549.887438 = -191862.320789
  nChanged 3
		SP:Iteration 24Q (1459.230000 sec): 3 clusters
  Score: Raw -194419.250463 + Penalty 2549.887438 = -191869.363024
  nChanged 2
		SP:Iteration 25Q (1459.430000 sec): 3 clusters
  Score: Raw -194422.851609 + Penalty 2549.887438 = -191872.964171
  nChanged 1
		SP:Iteration 26Q (1459.680000 sec): 3 clusters
  Score: Raw -194424.932814 + Penalty 2549.887438 = -191875.045376
  nChanged 1
		SP:Iteration 27Q (1459.880000 sec): 3 clusters
  Score: Raw -194425.813891 + Penalty 2549.887438 = -191875.926453
  nChanged 1
		SP:Iteration 28Q (1460.070000 sec): 3 clusters
  Score: Raw -194426.492505 + Penalty 2549.887438 = -191876.605066
  nChanged 0
		SP:Iteration 29F (1460.230000 sec): 3 clusters
  Score: Raw -194426.492505 + Penalty 2549.887438 = -191876.605066
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (13566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1460.420000 sec): 2 clusters
  Score: Raw -941544.683541 + Penalty 1546.239815 = -939998.443725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1460.730000 sec): 3 clusters
  Score: Raw -933767.519397 + Penalty 3092.479631 = -930675.039766
  nChanged 6015
		SP:Iteration 1F (1461.010000 sec): 3 clusters
  Score: Raw -938482.607788 + Penalty 3092.479631 = -935390.128157
  nChanged 1437
		SP:Iteration 2F (1461.260000 sec): 3 clusters
  Score: Raw -939885.991392 + Penalty 3092.479631 = -936793.511761
  nChanged 1212
		SP:Iteration 3F (1461.480000 sec): 3 clusters
  Score: Raw -941066.356161 + Penalty 3092.479631 = -937973.876530
  nChanged 1003
		SP:Iteration 4F (1461.760000 sec): 3 clusters
  Score: Raw -941981.724242 + Penalty 3092.479631 = -938889.244611
  nChanged 858
		SP:Iteration 5F (1462.010000 sec): 3 clusters
  Score: Raw -942736.088137 + Penalty 3092.479631 = -939643.608506
  nChanged 693
		SP:Iteration 6F (1462.230000 sec): 3 clusters
  Score: Raw -943337.746168 + Penalty 3092.479631 = -940245.266537
  nChanged 584
		SP:Iteration 7Q (1462.510000 sec): 3 clusters
  Score: Raw -943793.558694 + Penalty 3092.479631 = -940701.079063
  nChanged 472
		SP:Iteration 8Q (1462.740000 sec): 3 clusters
  Score: Raw -944112.139565 + Penalty 3092.479631 = -941019.659934
  nChanged 363
		SP:Iteration 9Q (1463.040000 sec): 3 clusters
  Score: Raw -944321.937107 + Penalty 3092.479631 = -941229.457476
  nChanged 277
		SP:Iteration 10Q (1463.250000 sec): 3 clusters
  Score: Raw -944479.265981 + Penalty 3092.479631 = -941386.786350
  nChanged 239
		SP:Iteration 11Q (1463.500000 sec): 3 clusters
  Score: Raw -944613.961665 + Penalty 3092.479631 = -941521.482034
  nChanged 209
		SP:Iteration 12Q (1463.790000 sec): 3 clusters
  Score: Raw -944700.842833 + Penalty 3092.479631 = -941608.363202
  nChanged 175
		SP:Iteration 13Q (1464.060000 sec): 3 clusters
  Score: Raw -944771.417515 + Penalty 3092.479631 = -941678.937884
  nChanged 163
		SP:Iteration 14Q (1464.270000 sec): 3 clusters
  Score: Raw -944825.936146 + Penalty 3092.479631 = -941733.456515
  nChanged 138
		SP:Iteration 15Q (1464.550000 sec): 3 clusters
  Score: Raw -944866.177821 + Penalty 3092.479631 = -941773.698190
  nChanged 103
		SP:Iteration 16Q (1464.820000 sec): 3 clusters
  Score: Raw -944895.242770 + Penalty 3092.479631 = -941802.763139
  nChanged 86
		SP:Iteration 17Q (1465.050000 sec): 3 clusters
  Score: Raw -944929.081814 + Penalty 3092.479631 = -941836.602183
  nChanged 87
		SP:Iteration 18Q (1465.310000 sec): 3 clusters
  Score: Raw -944973.214748 + Penalty 3092.479631 = -941880.735117
  nChanged 113
		SP:Iteration 19Q (1465.570000 sec): 3 clusters
  Score: Raw -945034.935260 + Penalty 3092.479631 = -941942.455629
  nChanged 140
		SP:Iteration 20F (1465.800000 sec): 3 clusters
  Score: Raw -945130.606473 + Penalty 3092.479631 = -942038.126842
  nChanged 171
		SP:Iteration 21Q (1466.040000 sec): 3 clusters
  Score: Raw -945246.510138 + Penalty 3092.479631 = -942154.030507
  nChanged 191
		SP:Iteration 22Q (1466.280000 sec): 3 clusters
  Score: Raw -945381.605544 + Penalty 3092.479631 = -942289.125913
  nChanged 178
		SP:Iteration 23Q (1466.550000 sec): 3 clusters
  Score: Raw -945465.903464 + Penalty 3092.479631 = -942373.423833
  nChanged 141
		SP:Iteration 24Q (1466.830000 sec): 3 clusters
  Score: Raw -945518.885040 + Penalty 3092.479631 = -942426.405409
  nChanged 112
		SP:Iteration 25Q (1467.090000 sec): 3 clusters
  Score: Raw -945560.111960 + Penalty 3092.479631 = -942467.632329
  nChanged 100
		SP:Iteration 26Q (1467.300000 sec): 3 clusters
  Score: Raw -945602.445696 + Penalty 3092.479631 = -942509.966065
  nChanged 96
		SP:Iteration 27Q (1467.550000 sec): 3 clusters
  Score: Raw -945639.721603 + Penalty 3092.479631 = -942547.241972
  nChanged 90
		SP:Iteration 28Q (1467.800000 sec): 3 clusters
  Score: Raw -945670.829365 + Penalty 3092.479631 = -942578.349734
  nChanged 70
		SP:Iteration 29Q (1468.080000 sec): 3 clusters
  Score: Raw -945687.392428 + Penalty 3092.479631 = -942594.912797
  nChanged 53
		SP:Iteration 30Q (1468.390000 sec): 3 clusters
  Score: Raw -945696.755870 + Penalty 3092.479631 = -942604.276239
  nChanged 33
		SP:Iteration 31Q (1468.650000 sec): 3 clusters
  Score: Raw -945701.440090 + Penalty 3092.479631 = -942608.960459
  nChanged 25
		SP:Iteration 32Q (1468.850000 sec): 3 clusters
  Score: Raw -945704.472346 + Penalty 3092.479631 = -942611.992715
  nChanged 20
		SP:Iteration 33Q (1469.110000 sec): 3 clusters
  Score: Raw -945706.710475 + Penalty 3092.479631 = -942614.230844
  nChanged 15
		SP:Iteration 34Q (1469.370000 sec): 3 clusters
  Score: Raw -945708.524879 + Penalty 3092.479631 = -942616.045248
  nChanged 12
		SP:Iteration 35Q (1469.610000 sec): 3 clusters
  Score: Raw -945709.632821 + Penalty 3092.479631 = -942617.153190
  nChanged 8
		SP:Iteration 36Q (1469.840000 sec): 3 clusters
  Score: Raw -945710.254967 + Penalty 3092.479631 = -942617.775336
  nChanged 1
		SP:Iteration 37Q (1470.110000 sec): 3 clusters
  Score: Raw -945710.353581 + Penalty 3092.479631 = -942617.873950
  nChanged 1
		SP:Iteration 38Q (1470.340000 sec): 3 clusters
  Score: Raw -945710.404486 + Penalty 3092.479631 = -942617.924855
  nChanged 1
		SP:Iteration 39Q (1470.580000 sec): 3 clusters
  Score: Raw -945710.486720 + Penalty 3092.479631 = -942618.007089
  nChanged 1
		SP:Iteration 40F (1470.800000 sec): 3 clusters
  Score: Raw -945710.553455 + Penalty 3092.479631 = -942618.073824
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (12396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1470.930000 sec): 2 clusters
  Score: Raw -1033413.215400 + Penalty 1531.583482 = -1031881.631919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1471.130000 sec): 3 clusters
  Score: Raw -1026151.936227 + Penalty 3063.166964 = -1023088.769263
  nChanged 5519
		SP:Iteration 1F (1471.360000 sec): 3 clusters
  Score: Raw -1029560.079503 + Penalty 3063.166964 = -1026496.912539
  nChanged 1199
		SP:Iteration 2F (1471.590000 sec): 3 clusters
  Score: Raw -1031264.235723 + Penalty 3063.166964 = -1028201.068759
  nChanged 1620
		SP:Iteration 3F (1471.790000 sec): 3 clusters
  Score: Raw -1033882.428317 + Penalty 3063.166964 = -1030819.261354
  nChanged 1477
		SP:Iteration 4F (1472.040000 sec): 3 clusters
  Score: Raw -1035614.184364 + Penalty 3063.166964 = -1032551.017401
  nChanged 851
		SP:Iteration 5F (1472.290000 sec): 3 clusters
  Score: Raw -1036198.509124 + Penalty 3063.166964 = -1033135.342160
  nChanged 411
		SP:Iteration 6Q (1472.550000 sec): 3 clusters
  Score: Raw -1036391.528692 + Penalty 3063.166964 = -1033328.361728
  nChanged 224
		SP:Iteration 7Q (1472.760000 sec): 3 clusters
  Score: Raw -1036460.656993 + Penalty 3063.166964 = -1033397.490029
  nChanged 118
		SP:Iteration 8Q (1473.070000 sec): 3 clusters
  Score: Raw -1036489.942486 + Penalty 3063.166964 = -1033426.775522
  nChanged 73
		SP:Iteration 9Q (1473.340000 sec): 3 clusters
  Score: Raw -1036504.379398 + Penalty 3063.166964 = -1033441.212434
  nChanged 56
		SP:Iteration 10Q (1473.590000 sec): 3 clusters
  Score: Raw -1036513.196359 + Penalty 3063.166964 = -1033450.029395
  nChanged 29
		SP:Iteration 11Q (1473.830000 sec): 3 clusters
  Score: Raw -1036516.342479 + Penalty 3063.166964 = -1033453.175515
  nChanged 15
		SP:Iteration 12Q (1474.090000 sec): 3 clusters
  Score: Raw -1036517.914258 + Penalty 3063.166964 = -1033454.747294
  nChanged 11
		SP:Iteration 13Q (1474.350000 sec): 3 clusters
  Score: Raw -1036519.073355 + Penalty 3063.166964 = -1033455.906391
  nChanged 6
		SP:Iteration 14Q (1474.580000 sec): 3 clusters
  Score: Raw -1036519.530907 + Penalty 3063.166964 = -1033456.363944
  nChanged 1
		SP:Iteration 15Q (1474.800000 sec): 3 clusters
  Score: Raw -1036519.703558 + Penalty 3063.166964 = -1033456.536594
  nChanged 3
		SP:Iteration 16Q (1475.010000 sec): 3 clusters
  Score: Raw -1036519.963906 + Penalty 3063.166964 = -1033456.796942
  nChanged 1
		SP:Iteration 17Q (1475.270000 sec): 3 clusters
  Score: Raw -1036520.080255 + Penalty 3063.166964 = -1033456.913291
  nChanged 0
		SP:Iteration 18F (1475.510000 sec): 3 clusters
  Score: Raw -1036520.080255 + Penalty 3063.166964 = -1033456.913291
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (3623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1475.610000 sec): 2 clusters
  Score: Raw -241410.535711 + Penalty 1331.696875 = -240078.838836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1475.770000 sec): 3 clusters
  Score: Raw -239717.381667 + Penalty 2663.393750 = -237053.987918
  nChanged 1391
		SP:Iteration 1F (1475.970000 sec): 3 clusters
  Score: Raw -241005.096646 + Penalty 2663.393750 = -238341.702897
  nChanged 422
		SP:Iteration 2F (1476.130000 sec): 3 clusters
  Score: Raw -241607.148162 + Penalty 2663.393750 = -238943.754413
  nChanged 349
		SP:Iteration 3F (1476.290000 sec): 3 clusters
  Score: Raw -242058.393343 + Penalty 2663.393750 = -239394.999593
  nChanged 236
		SP:Iteration 4F (1476.430000 sec): 3 clusters
  Score: Raw -242359.334563 + Penalty 2663.393750 = -239695.940814
  nChanged 191
		SP:Iteration 5F (1476.620000 sec): 3 clusters
  Score: Raw -242564.814751 + Penalty 2663.393750 = -239901.421002
  nChanged 154
		SP:Iteration 6Q (1476.780000 sec): 3 clusters
  Score: Raw -242699.383388 + Penalty 2663.393750 = -240035.989638
  nChanged 124
		SP:Iteration 7Q (1476.930000 sec): 3 clusters
  Score: Raw -242797.744259 + Penalty 2663.393750 = -240134.350509
  nChanged 102
		SP:Iteration 8Q (1477.090000 sec): 3 clusters
  Score: Raw -242893.405412 + Penalty 2663.393750 = -240230.011662
  nChanged 90
		SP:Iteration 9Q (1477.310000 sec): 3 clusters
  Score: Raw -243027.369360 + Penalty 2663.393750 = -240363.975611
  nChanged 104
		SP:Iteration 10Q (1477.520000 sec): 3 clusters
  Score: Raw -243155.492283 + Penalty 2663.393750 = -240492.098533
  nChanged 84
		SP:Iteration 11Q (1477.690000 sec): 3 clusters
  Score: Raw -243302.535566 + Penalty 2663.393750 = -240639.141816
  nChanged 87
		SP:Iteration 12Q (1477.870000 sec): 3 clusters
  Score: Raw -243389.831223 + Penalty 2663.393750 = -240726.437474
  nChanged 65
		SP:Iteration 13Q (1478.010000 sec): 3 clusters
  Score: Raw -243468.645915 + Penalty 2663.393750 = -240805.252165
  nChanged 55
		SP:Iteration 14Q (1478.190000 sec): 3 clusters
  Score: Raw -243513.628122 + Penalty 2663.393750 = -240850.234373
  nChanged 48
		SP:Iteration 15Q (1478.360000 sec): 3 clusters
  Score: Raw -243544.604986 + Penalty 2663.393750 = -240881.211236
  nChanged 37
		SP:Iteration 16Q (1478.540000 sec): 3 clusters
  Score: Raw -243562.066489 + Penalty 2663.393750 = -240898.672739
  nChanged 29
		SP:Iteration 17Q (1478.750000 sec): 3 clusters
  Score: Raw -243571.244126 + Penalty 2663.393750 = -240907.850376
  nChanged 20
		SP:Iteration 18Q (1478.940000 sec): 3 clusters
  Score: Raw -243577.674174 + Penalty 2663.393750 = -240914.280424
  nChanged 17
		SP:Iteration 19Q (1479.130000 sec): 3 clusters
  Score: Raw -243583.519313 + Penalty 2663.393750 = -240920.125564
  nChanged 12
		SP:Iteration 20F (1479.330000 sec): 3 clusters
  Score: Raw -243589.328352 + Penalty 2663.393750 = -240925.934602
  nChanged 14
		SP:Iteration 21Q (1479.470000 sec): 3 clusters
  Score: Raw -243593.853037 + Penalty 2663.393750 = -240930.459287
  nChanged 11
		SP:Iteration 22Q (1479.610000 sec): 3 clusters
  Score: Raw -243598.493888 + Penalty 2663.393750 = -240935.100138
  nChanged 9
		SP:Iteration 23Q (1479.810000 sec): 3 clusters
  Score: Raw -243601.512267 + Penalty 2663.393750 = -240938.118518
  nChanged 12
		SP:Iteration 24Q (1479.990000 sec): 3 clusters
  Score: Raw -243604.906024 + Penalty 2663.393750 = -240941.512275
  nChanged 9
		SP:Iteration 25Q (1480.170000 sec): 3 clusters
  Score: Raw -243608.215431 + Penalty 2663.393750 = -240944.821682
  nChanged 12
		SP:Iteration 26Q (1480.370000 sec): 3 clusters
  Score: Raw -243612.496633 + Penalty 2663.393750 = -240949.102883
  nChanged 16
		SP:Iteration 27Q (1480.550000 sec): 3 clusters
  Score: Raw -243620.811781 + Penalty 2663.393750 = -240957.418031
  nChanged 17
		SP:Iteration 28Q (1480.750000 sec): 3 clusters
  Score: Raw -243628.242632 + Penalty 2663.393750 = -240964.848882
  nChanged 15
		SP:Iteration 29Q (1480.930000 sec): 3 clusters
  Score: Raw -243632.594368 + Penalty 2663.393750 = -240969.200618
  nChanged 11
		SP:Iteration 30Q (1481.110000 sec): 3 clusters
  Score: Raw -243635.541345 + Penalty 2663.393750 = -240972.147595
  nChanged 7
		SP:Iteration 31Q (1481.350000 sec): 3 clusters
  Score: Raw -243637.609688 + Penalty 2663.393750 = -240974.215938
  nChanged 6
		SP:Iteration 32Q (1481.510000 sec): 3 clusters
  Score: Raw -243639.667086 + Penalty 2663.393750 = -240976.273337
  nChanged 4
		SP:Iteration 33Q (1481.710000 sec): 3 clusters
  Score: Raw -243640.733901 + Penalty 2663.393750 = -240977.340151
  nChanged 6
		SP:Iteration 34Q (1481.900000 sec): 3 clusters
  Score: Raw -243641.694474 + Penalty 2663.393750 = -240978.300724
  nChanged 4
		SP:Iteration 35Q (1482.080000 sec): 3 clusters
  Score: Raw -243643.260615 + Penalty 2663.393750 = -240979.866866
  nChanged 3
		SP:Iteration 36Q (1482.250000 sec): 3 clusters
  Score: Raw -243644.498800 + Penalty 2663.393750 = -240981.105050
  nChanged 3
		SP:Iteration 37Q (1482.440000 sec): 3 clusters
  Score: Raw -243645.330639 + Penalty 2663.393750 = -240981.936890
  nChanged 1
		SP:Iteration 38Q (1482.610000 sec): 3 clusters
  Score: Raw -243645.950649 + Penalty 2663.393750 = -240982.556899
  nChanged 2
		SP:Iteration 39Q (1482.800000 sec): 3 clusters
  Score: Raw -243646.824120 + Penalty 2663.393750 = -240983.430370
  nChanged 1
		SP:Iteration 40F (1482.970000 sec): 3 clusters
  Score: Raw -243647.028573 + Penalty 2663.393750 = -240983.634824
  nChanged 1
		SP:Iteration 41Q (1483.190000 sec): 3 clusters
  Score: Raw -243647.347983 + Penalty 2663.393750 = -240983.954234
  nChanged 3
		SP:Iteration 42Q (1483.330000 sec): 3 clusters
  Score: Raw -243647.736113 + Penalty 2663.393750 = -240984.342363
  nChanged 0
		SP:Iteration 43F (1483.510000 sec): 3 clusters
  Score: Raw -243647.736113 + Penalty 2663.393750 = -240984.342363
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (4786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1483.620000 sec): 2 clusters
  Score: Raw -348765.001334 + Penalty 1376.935669 = -347388.065665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1483.820000 sec): 3 clusters
  Score: Raw -346296.437606 + Penalty 2753.871337 = -343542.566268
  nChanged 1983
		SP:Iteration 1F (1484.040000 sec): 3 clusters
  Score: Raw -347732.060332 + Penalty 2753.871337 = -344978.188995
  nChanged 499
		SP:Iteration 2F (1484.230000 sec): 3 clusters
  Score: Raw -348326.967995 + Penalty 2753.871337 = -345573.096658
  nChanged 463
		SP:Iteration 3F (1484.400000 sec): 3 clusters
  Score: Raw -348963.709593 + Penalty 2753.871337 = -346209.838256
  nChanged 391
		SP:Iteration 4F (1484.630000 sec): 3 clusters
  Score: Raw -349453.054168 + Penalty 2753.871337 = -346699.182831
  nChanged 297
		SP:Iteration 5F (1484.810000 sec): 3 clusters
  Score: Raw -349753.685064 + Penalty 2753.871337 = -346999.813727
  nChanged 262
		SP:Iteration 6F (1485.010000 sec): 3 clusters
  Score: Raw -349993.493153 + Penalty 2753.871337 = -347239.621815
  nChanged 177
		SP:Iteration 7Q (1485.170000 sec): 3 clusters
  Score: Raw -350175.323629 + Penalty 2753.871337 = -347421.452292
  nChanged 148
		SP:Iteration 8Q (1485.390000 sec): 3 clusters
  Score: Raw -350321.831150 + Penalty 2753.871337 = -347567.959813
  nChanged 124
		SP:Iteration 9Q (1485.560000 sec): 3 clusters
  Score: Raw -350451.438720 + Penalty 2753.871337 = -347697.567383
  nChanged 98
		SP:Iteration 10Q (1485.770000 sec): 3 clusters
  Score: Raw -350649.049799 + Penalty 2753.871337 = -347895.178462
  nChanged 111
		SP:Iteration 11Q (1485.980000 sec): 3 clusters
  Score: Raw -350913.470867 + Penalty 2753.871337 = -348159.599530
  nChanged 84
		SP:Iteration 12Q (1486.150000 sec): 3 clusters
  Score: Raw -350986.824853 + Penalty 2753.871337 = -348232.953516
  nChanged 54
		SP:Iteration 13Q (1486.320000 sec): 3 clusters
  Score: Raw -351024.469000 + Penalty 2753.871337 = -348270.597662
  nChanged 38
		SP:Iteration 14Q (1486.510000 sec): 3 clusters
  Score: Raw -351052.671222 + Penalty 2753.871337 = -348298.799885
  nChanged 29
		SP:Iteration 15Q (1486.720000 sec): 3 clusters
  Score: Raw -351085.493660 + Penalty 2753.871337 = -348331.622323
  nChanged 31
		SP:Iteration 16Q (1486.910000 sec): 3 clusters
  Score: Raw -351117.515988 + Penalty 2753.871337 = -348363.644650
  nChanged 27
		SP:Iteration 17Q (1487.090000 sec): 3 clusters
  Score: Raw -351144.315239 + Penalty 2753.871337 = -348390.443902
  nChanged 21
		SP:Iteration 18Q (1487.310000 sec): 3 clusters
  Score: Raw -351157.762884 + Penalty 2753.871337 = -348403.891546
  nChanged 20
		SP:Iteration 19Q (1487.500000 sec): 3 clusters
  Score: Raw -351163.940795 + Penalty 2753.871337 = -348410.069458
  nChanged 8
		SP:Iteration 20F (1487.700000 sec): 3 clusters
  Score: Raw -351191.810327 + Penalty 2753.871337 = -348437.938990
  nChanged 9
		SP:Iteration 21Q (1487.900000 sec): 3 clusters
  Score: Raw -351212.832462 + Penalty 2753.871337 = -348458.961125
  nChanged 11
		SP:Iteration 22Q (1488.050000 sec): 3 clusters
  Score: Raw -351217.133233 + Penalty 2753.871337 = -348463.261895
  nChanged 7
		SP:Iteration 23Q (1488.290000 sec): 3 clusters
  Score: Raw -351219.744473 + Penalty 2753.871337 = -348465.873136
  nChanged 4
		SP:Iteration 24Q (1488.480000 sec): 3 clusters
  Score: Raw -351221.455861 + Penalty 2753.871337 = -348467.584524
  nChanged 1
		SP:Iteration 25Q (1488.650000 sec): 3 clusters
  Score: Raw -351221.558138 + Penalty 2753.871337 = -348467.686801
  nChanged 0
		SP:Iteration 26F (1488.850000 sec): 3 clusters
  Score: Raw -351221.558138 + Penalty 2753.871337 = -348467.686801
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1488.920000 sec): 2 clusters
  Score: Raw -33990.804712 + Penalty 1012.453235 = -32978.351476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1489.130000 sec): 3 clusters
  Score: Raw -34025.979908 + Penalty 2024.906470 = -32001.073437
  nChanged 152
		SP:Iteration 1F (1489.310000 sec): 3 clusters
  Score: Raw -34259.133668 + Penalty 2024.906470 = -32234.227198
  nChanged 44
		SP:Iteration 2F (1489.450000 sec): 3 clusters
  Score: Raw -34363.363865 + Penalty 2024.906470 = -32338.457395
  nChanged 25
		SP:Iteration 3Q (1489.650000 sec): 3 clusters
  Score: Raw -34416.097676 + Penalty 2024.906470 = -32391.191205
  nChanged 25
		SP:Iteration 4Q (1489.790000 sec): 3 clusters
  Score: Raw -34473.390824 + Penalty 2024.906470 = -32448.484353
  nChanged 24
		SP:Iteration 5Q (1489.970000 sec): 3 clusters
  Score: Raw -34584.230547 + Penalty 2024.906470 = -32559.324077
  nChanged 31
		SP:Iteration 6F (1490.150000 sec): 3 clusters
  Score: Raw -34782.474465 + Penalty 2024.906470 = -32757.567994
  nChanged 32
		SP:Iteration 7F (1490.330000 sec): 3 clusters
  Score: Raw -35059.372344 + Penalty 2024.906470 = -33034.465874
  nChanged 18
		SP:Iteration 8Q (1490.530000 sec): 3 clusters
  Score: Raw -35153.950921 + Penalty 2024.906470 = -33129.044450
  nChanged 11
		SP:Iteration 9Q (1490.720000 sec): 3 clusters
  Score: Raw -35302.641326 + Penalty 2024.906470 = -33277.734855
  nChanged 12
		SP:Iteration 10Q (1490.880000 sec): 3 clusters
  Score: Raw -35425.130228 + Penalty 2024.906470 = -33400.223757
  nChanged 7
		SP:Iteration 11Q (1490.990000 sec): 3 clusters
  Score: Raw -35511.324971 + Penalty 2024.906470 = -33486.418500
  nChanged 4
		SP:Iteration 12Q (1491.160000 sec): 3 clusters
  Score: Raw -35570.693079 + Penalty 2024.906470 = -33545.786608
  nChanged 3
		SP:Iteration 13Q (1491.330000 sec): 3 clusters
  Score: Raw -35593.016153 + Penalty 2024.906470 = -33568.109682
  nChanged 0
		SP:Iteration 14F (1491.500000 sec): 3 clusters
  Score: Raw -35593.016153 + Penalty 2024.906470 = -33568.109682
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1491.610000 sec): 2 clusters
  Score: Raw -232057.420054 + Penalty 1292.128391 = -230765.291663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1491.770000 sec): 3 clusters
  Score: Raw -230707.536807 + Penalty 2584.256783 = -228123.280024
  nChanged 1085
		SP:Iteration 1F (1492.010000 sec): 3 clusters
  Score: Raw -231362.393553 + Penalty 2584.256783 = -228778.136770
  nChanged 263
		SP:Iteration 2F (1492.160000 sec): 3 clusters
  Score: Raw -231545.618261 + Penalty 2584.256783 = -228961.361478
  nChanged 161
		SP:Iteration 3F (1492.350000 sec): 3 clusters
  Score: Raw -231680.701293 + Penalty 2584.256783 = -229096.444511
  nChanged 158
		SP:Iteration 4F (1492.530000 sec): 3 clusters
  Score: Raw -231835.289748 + Penalty 2584.256783 = -229251.032966
  nChanged 181
		SP:Iteration 5F (1492.720000 sec): 3 clusters
  Score: Raw -232014.780573 + Penalty 2584.256783 = -229430.523790
  nChanged 167
		SP:Iteration 6F (1492.890000 sec): 3 clusters
  Score: Raw -232169.306663 + Penalty 2584.256783 = -229585.049881
  nChanged 134
		SP:Iteration 7Q (1493.060000 sec): 3 clusters
  Score: Raw -232275.409406 + Penalty 2584.256783 = -229691.152624
  nChanged 89
		SP:Iteration 8Q (1493.240000 sec): 3 clusters
  Score: Raw -232341.005740 + Penalty 2584.256783 = -229756.748958
  nChanged 67
		SP:Iteration 9Q (1493.460000 sec): 3 clusters
  Score: Raw -232386.135643 + Penalty 2584.256783 = -229801.878860
  nChanged 36
		SP:Iteration 10Q (1493.610000 sec): 3 clusters
  Score: Raw -232411.107686 + Penalty 2584.256783 = -229826.850903
  nChanged 33
		SP:Iteration 11Q (1493.840000 sec): 3 clusters
  Score: Raw -232430.729708 + Penalty 2584.256783 = -229846.472925
  nChanged 25
		SP:Iteration 12Q (1493.990000 sec): 3 clusters
  Score: Raw -232444.086800 + Penalty 2584.256783 = -229859.830017
  nChanged 17
		SP:Iteration 13Q (1494.190000 sec): 3 clusters
  Score: Raw -232451.442609 + Penalty 2584.256783 = -229867.185826
  nChanged 7
		SP:Iteration 14Q (1494.360000 sec): 3 clusters
  Score: Raw -232454.969306 + Penalty 2584.256783 = -229870.712523
  nChanged 5
		SP:Iteration 15Q (1494.510000 sec): 3 clusters
  Score: Raw -232457.085375 + Penalty 2584.256783 = -229872.828592
  nChanged 4
		SP:Iteration 16Q (1494.750000 sec): 3 clusters
  Score: Raw -232459.081194 + Penalty 2584.256783 = -229874.824412
  nChanged 3
		SP:Iteration 17Q (1494.930000 sec): 3 clusters
  Score: Raw -232460.793067 + Penalty 2584.256783 = -229876.536285
  nChanged 2
		SP:Iteration 18Q (1495.090000 sec): 3 clusters
  Score: Raw -232461.468916 + Penalty 2584.256783 = -229877.212134
  nChanged 1
		SP:Iteration 19Q (1495.290000 sec): 3 clusters
  Score: Raw -232462.117205 + Penalty 2584.256783 = -229877.860422
  nChanged 2
		SP:Iteration 20F (1495.500000 sec): 3 clusters
  Score: Raw -232463.143435 + Penalty 2584.256783 = -229878.886652
  nChanged 1
		SP:Iteration 21Q (1495.660000 sec): 3 clusters
  Score: Raw -232463.611909 + Penalty 2584.256783 = -229879.355127
  nChanged 2
		SP:Iteration 22Q (1495.870000 sec): 3 clusters
  Score: Raw -232464.438008 + Penalty 2584.256783 = -229880.181225
  nChanged 1
		SP:Iteration 23Q (1496.020000 sec): 3 clusters
  Score: Raw -232464.849673 + Penalty 2584.256783 = -229880.592891
  nChanged 0
		SP:Iteration 24F (1496.160000 sec): 3 clusters
  Score: Raw -232464.849673 + Penalty 2584.256783 = -229880.592891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (9894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1496.280000 sec): 2 clusters
  Score: Raw -692609.977520 + Penalty 1494.948616 = -691115.028904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1496.520000 sec): 3 clusters
  Score: Raw -687039.907686 + Penalty 2989.897232 = -684050.010453
  nChanged 4309
		SP:Iteration 1F (1496.700000 sec): 3 clusters
  Score: Raw -690132.093390 + Penalty 2989.897232 = -687142.196157
  nChanged 1029
		SP:Iteration 2F (1496.920000 sec): 3 clusters
  Score: Raw -691162.012470 + Penalty 2989.897232 = -688172.115238
  nChanged 917
		SP:Iteration 3F (1497.120000 sec): 3 clusters
  Score: Raw -692063.513980 + Penalty 2989.897232 = -689073.616747
  nChanged 765
		SP:Iteration 4F (1497.350000 sec): 3 clusters
  Score: Raw -692808.093467 + Penalty 2989.897232 = -689818.196234
  nChanged 592
		SP:Iteration 5F (1497.550000 sec): 3 clusters
  Score: Raw -693330.084436 + Penalty 2989.897232 = -690340.187204
  nChanged 481
		SP:Iteration 6Q (1497.770000 sec): 3 clusters
  Score: Raw -693717.496783 + Penalty 2989.897232 = -690727.599550
  nChanged 414
		SP:Iteration 7Q (1497.950000 sec): 3 clusters
  Score: Raw -694018.176537 + Penalty 2989.897232 = -691028.279304
  nChanged 326
		SP:Iteration 8Q (1498.170000 sec): 3 clusters
  Score: Raw -694239.211780 + Penalty 2989.897232 = -691249.314548
  nChanged 274
		SP:Iteration 9Q (1498.420000 sec): 3 clusters
  Score: Raw -694414.065156 + Penalty 2989.897232 = -691424.167923
  nChanged 219
		SP:Iteration 10Q (1498.640000 sec): 3 clusters
  Score: Raw -694598.215319 + Penalty 2989.897232 = -691608.318087
  nChanged 228
		SP:Iteration 11Q (1498.820000 sec): 3 clusters
  Score: Raw -694747.928443 + Penalty 2989.897232 = -691758.031210
  nChanged 190
		SP:Iteration 12Q (1499.050000 sec): 3 clusters
  Score: Raw -694844.861943 + Penalty 2989.897232 = -691854.964711
  nChanged 146
		SP:Iteration 13Q (1499.270000 sec): 3 clusters
  Score: Raw -694914.466568 + Penalty 2989.897232 = -691924.569336
  nChanged 123
		SP:Iteration 14Q (1499.440000 sec): 3 clusters
  Score: Raw -694975.797597 + Penalty 2989.897232 = -691985.900365
  nChanged 106
		SP:Iteration 15Q (1499.640000 sec): 3 clusters
  Score: Raw -695021.706853 + Penalty 2989.897232 = -692031.809621
  nChanged 83
		SP:Iteration 16Q (1499.840000 sec): 3 clusters
  Score: Raw -695074.000651 + Penalty 2989.897232 = -692084.103418
  nChanged 99
		SP:Iteration 17Q (1500.080000 sec): 3 clusters
  Score: Raw -695139.741541 + Penalty 2989.897232 = -692149.844309
  nChanged 100
		SP:Iteration 18Q (1500.250000 sec): 3 clusters
  Score: Raw -695224.293903 + Penalty 2989.897232 = -692234.396671
  nChanged 113
		SP:Iteration 19Q (1500.460000 sec): 3 clusters
  Score: Raw -695350.753161 + Penalty 2989.897232 = -692360.855928
  nChanged 120
		SP:Iteration 20F (1500.660000 sec): 3 clusters
  Score: Raw -695497.130054 + Penalty 2989.897232 = -692507.232821
  nChanged 127
		SP:Iteration 21Q (1500.860000 sec): 3 clusters
  Score: Raw -695608.606012 + Penalty 2989.897232 = -692618.708779
  nChanged 118
		SP:Iteration 22Q (1501.080000 sec): 3 clusters
  Score: Raw -695665.076293 + Penalty 2989.897232 = -692675.179061
  nChanged 87
		SP:Iteration 23Q (1501.280000 sec): 3 clusters
  Score: Raw -695707.928547 + Penalty 2989.897232 = -692718.031314
  nChanged 76
		SP:Iteration 24Q (1501.520000 sec): 3 clusters
  Score: Raw -695742.147951 + Penalty 2989.897232 = -692752.250719
  nChanged 75
		SP:Iteration 25Q (1501.680000 sec): 3 clusters
  Score: Raw -695774.068551 + Penalty 2989.897232 = -692784.171319
  nChanged 76
		SP:Iteration 26Q (1501.860000 sec): 3 clusters
  Score: Raw -695812.360537 + Penalty 2989.897232 = -692822.463304
  nChanged 77
		SP:Iteration 27Q (1502.080000 sec): 3 clusters
  Score: Raw -695847.011137 + Penalty 2989.897232 = -692857.113904
  nChanged 58
		SP:Iteration 28Q (1502.300000 sec): 3 clusters
  Score: Raw -695866.464917 + Penalty 2989.897232 = -692876.567684
  nChanged 53
		SP:Iteration 29Q (1502.480000 sec): 3 clusters
  Score: Raw -695882.927094 + Penalty 2989.897232 = -692893.029862
  nChanged 46
		SP:Iteration 30Q (1502.720000 sec): 3 clusters
  Score: Raw -695894.933463 + Penalty 2989.897232 = -692905.036230
  nChanged 46
		SP:Iteration 31Q (1502.940000 sec): 3 clusters
  Score: Raw -695908.932922 + Penalty 2989.897232 = -692919.035690
  nChanged 42
		SP:Iteration 32Q (1503.150000 sec): 3 clusters
  Score: Raw -695919.717398 + Penalty 2989.897232 = -692929.820166
  nChanged 34
		SP:Iteration 33Q (1503.390000 sec): 3 clusters
  Score: Raw -695927.375088 + Penalty 2989.897232 = -692937.477856
  nChanged 28
		SP:Iteration 34Q (1503.600000 sec): 3 clusters
  Score: Raw -695934.446734 + Penalty 2989.897232 = -692944.549501
  nChanged 24
		SP:Iteration 35Q (1503.830000 sec): 3 clusters
  Score: Raw -695940.072049 + Penalty 2989.897232 = -692950.174817
  nChanged 18
		SP:Iteration 36Q (1503.990000 sec): 3 clusters
  Score: Raw -695943.703669 + Penalty 2989.897232 = -692953.806436
  nChanged 11
		SP:Iteration 37Q (1504.200000 sec): 3 clusters
  Score: Raw -695945.900059 + Penalty 2989.897232 = -692956.002827
  nChanged 12
		SP:Iteration 38Q (1504.440000 sec): 3 clusters
  Score: Raw -695949.260492 + Penalty 2989.897232 = -692959.363260
  nChanged 11
		SP:Iteration 39Q (1504.620000 sec): 3 clusters
  Score: Raw -695952.361010 + Penalty 2989.897232 = -692962.463777
  nChanged 9
		SP:Iteration 40F (1504.840000 sec): 3 clusters
  Score: Raw -695954.122954 + Penalty 2989.897232 = -692964.225722
  nChanged 5
		SP:Iteration 41Q (1505.040000 sec): 3 clusters
  Score: Raw -695954.564449 + Penalty 2989.897232 = -692964.667216
  nChanged 2
		SP:Iteration 42Q (1505.280000 sec): 3 clusters
  Score: Raw -695954.745960 + Penalty 2989.897232 = -692964.848728
  nChanged 4
		SP:Iteration 43Q (1505.510000 sec): 3 clusters
  Score: Raw -695955.423360 + Penalty 2989.897232 = -692965.526128
  nChanged 4
		SP:Iteration 44Q (1505.720000 sec): 3 clusters
  Score: Raw -695955.822281 + Penalty 2989.897232 = -692965.925049
  nChanged 3
		SP:Iteration 45Q (1505.890000 sec): 3 clusters
  Score: Raw -695956.224616 + Penalty 2989.897232 = -692966.327383
  nChanged 5
		SP:Iteration 46Q (1506.130000 sec): 3 clusters
  Score: Raw -695957.121645 + Penalty 2989.897232 = -692967.224413
  nChanged 5
		SP:Iteration 47Q (1506.330000 sec): 3 clusters
  Score: Raw -695957.754897 + Penalty 2989.897232 = -692967.857665
  nChanged 5
		SP:Iteration 48Q (1506.530000 sec): 3 clusters
  Score: Raw -695958.316570 + Penalty 2989.897232 = -692968.419337
  nChanged 3
		SP:Iteration 49Q (1506.740000 sec): 3 clusters
  Score: Raw -695958.929003 + Penalty 2989.897232 = -692969.031770
  nChanged 3
		SP:Iteration 50Q (1506.950000 sec): 3 clusters
  Score: Raw -695959.260178 + Penalty 2989.897232 = -692969.362945
  nChanged 3
		SP:Iteration 51Q (1507.140000 sec): 3 clusters
  Score: Raw -695959.816484 + Penalty 2989.897232 = -692969.919251
  nChanged 1
		SP:Iteration 52Q (1507.400000 sec): 3 clusters
  Score: Raw -695960.057243 + Penalty 2989.897232 = -692970.160011
  nChanged 2
		SP:Iteration 53Q (1507.580000 sec): 3 clusters
  Score: Raw -695960.317095 + Penalty 2989.897232 = -692970.419863
  nChanged 2
		SP:Iteration 54Q (1507.790000 sec): 3 clusters
  Score: Raw -695960.845572 + Penalty 2989.897232 = -692970.948339
  nChanged 5
		SP:Iteration 55Q (1508.030000 sec): 3 clusters
  Score: Raw -695961.426899 + Penalty 2989.897232 = -692971.529667
  nChanged 2
		SP:Iteration 56Q (1508.210000 sec): 3 clusters
  Score: Raw -695961.921988 + Penalty 2989.897232 = -692972.024755
  nChanged 1
		SP:Iteration 57Q (1508.440000 sec): 3 clusters
  Score: Raw -695962.073133 + Penalty 2989.897232 = -692972.175900
  nChanged 2
		SP:Iteration 58Q (1508.640000 sec): 3 clusters
  Score: Raw -695962.419246 + Penalty 2989.897232 = -692972.522014
  nChanged 3
		SP:Iteration 59Q (1508.810000 sec): 3 clusters
  Score: Raw -695962.834328 + Penalty 2989.897232 = -692972.937095
  nChanged 2
		SP:Iteration 60F (1509.040000 sec): 3 clusters
  Score: Raw -695963.127255 + Penalty 2989.897232 = -692973.230023
  nChanged 5
		SP:Iteration 61Q (1509.250000 sec): 3 clusters
  Score: Raw -695964.423638 + Penalty 2989.897232 = -692974.526406
  nChanged 7
		SP:Iteration 62Q (1509.450000 sec): 3 clusters
  Score: Raw -695965.805422 + Penalty 2989.897232 = -692975.908189
  nChanged 11
		SP:Iteration 63Q (1509.690000 sec): 3 clusters
  Score: Raw -695968.915427 + Penalty 2989.897232 = -692979.018195
  nChanged 19
		SP:Iteration 64Q (1509.870000 sec): 3 clusters
  Score: Raw -695971.902520 + Penalty 2989.897232 = -692982.005288
  nChanged 3
		SP:Iteration 65Q (1510.060000 sec): 3 clusters
  Score: Raw -695972.392960 + Penalty 2989.897232 = -692982.495728
  nChanged 4
		SP:Iteration 66Q (1510.290000 sec): 3 clusters
  Score: Raw -695972.937452 + Penalty 2989.897232 = -692983.040220
  nChanged 2
		SP:Iteration 67Q (1510.460000 sec): 3 clusters
  Score: Raw -695973.301272 + Penalty 2989.897232 = -692983.404039
  nChanged 3
		SP:Iteration 68Q (1510.680000 sec): 3 clusters
  Score: Raw -695973.867422 + Penalty 2989.897232 = -692983.970190
  nChanged 4
		SP:Iteration 69Q (1510.850000 sec): 3 clusters
  Score: Raw -695974.478084 + Penalty 2989.897232 = -692984.580852
  nChanged 2
		SP:Iteration 70Q (1511.090000 sec): 3 clusters
  Score: Raw -695974.930612 + Penalty 2989.897232 = -692985.033379
  nChanged 3
		SP:Iteration 71Q (1511.280000 sec): 3 clusters
  Score: Raw -695975.309793 + Penalty 2989.897232 = -692985.412560
  nChanged 2
		SP:Iteration 72Q (1511.470000 sec): 3 clusters
  Score: Raw -695975.604438 + Penalty 2989.897232 = -692985.707206
  nChanged 1
		SP:Iteration 73Q (1511.680000 sec): 3 clusters
  Score: Raw -695975.754366 + Penalty 2989.897232 = -692985.857134
  nChanged 2
		SP:Iteration 74Q (1511.900000 sec): 3 clusters
  Score: Raw -695976.085688 + Penalty 2989.897232 = -692986.188456
  nChanged 2
		SP:Iteration 75Q (1512.110000 sec): 3 clusters
  Score: Raw -695976.369422 + Penalty 2989.897232 = -692986.472190
  nChanged 1
		SP:Iteration 76Q (1512.310000 sec): 3 clusters
  Score: Raw -695976.463931 + Penalty 2989.897232 = -692986.566699
  nChanged 1
		SP:Iteration 77Q (1512.490000 sec): 3 clusters
  Score: Raw -695976.649505 + Penalty 2989.897232 = -692986.752272
  nChanged 2
		SP:Iteration 78Q (1512.740000 sec): 3 clusters
  Score: Raw -695977.028636 + Penalty 2989.897232 = -692987.131404
  nChanged 2
		SP:Iteration 79Q (1512.920000 sec): 3 clusters
  Score: Raw -695977.378080 + Penalty 2989.897232 = -692987.480847
  nChanged 2
		SP:Iteration 80F (1513.110000 sec): 3 clusters
  Score: Raw -695977.769715 + Penalty 2989.897232 = -692987.872483
  nChanged 3
		SP:Iteration 81Q (1513.340000 sec): 3 clusters
  Score: Raw -695978.193010 + Penalty 2989.897232 = -692988.295778
  nChanged 2
		SP:Iteration 82Q (1513.560000 sec): 3 clusters
  Score: Raw -695978.474646 + Penalty 2989.897232 = -692988.577414
  nChanged 2
		SP:Iteration 83Q (1513.780000 sec): 3 clusters
  Score: Raw -695978.682582 + Penalty 2989.897232 = -692988.785350
  nChanged 0
		SP:Iteration 84F (1513.990000 sec): 3 clusters
  Score: Raw -695978.682582 + Penalty 2989.897232 = -692988.785350
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (5687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1514.070000 sec): 2 clusters
  Score: Raw -394908.896296 + Penalty 1404.964949 = -393503.931347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1514.280000 sec): 3 clusters
  Score: Raw -391994.760827 + Penalty 2809.929898 = -389184.830929
  nChanged 2315
		SP:Iteration 1F (1514.500000 sec): 3 clusters
  Score: Raw -393779.328446 + Penalty 2809.929898 = -390969.398548
  nChanged 638
		SP:Iteration 2F (1514.730000 sec): 3 clusters
  Score: Raw -394515.378025 + Penalty 2809.929898 = -391705.448128
  nChanged 512
		SP:Iteration 3F (1514.890000 sec): 3 clusters
  Score: Raw -395082.553995 + Penalty 2809.929898 = -392272.624097
  nChanged 428
		SP:Iteration 4F (1515.120000 sec): 3 clusters
  Score: Raw -395548.686196 + Penalty 2809.929898 = -392738.756298
  nChanged 332
		SP:Iteration 5F (1515.300000 sec): 3 clusters
  Score: Raw -395838.451563 + Penalty 2809.929898 = -393028.521665
  nChanged 225
		SP:Iteration 6Q (1515.470000 sec): 3 clusters
  Score: Raw -396022.076532 + Penalty 2809.929898 = -393212.146634
  nChanged 208
		SP:Iteration 7Q (1515.680000 sec): 3 clusters
  Score: Raw -396202.579640 + Penalty 2809.929898 = -393392.649742
  nChanged 150
		SP:Iteration 8Q (1515.890000 sec): 3 clusters
  Score: Raw -396308.371871 + Penalty 2809.929898 = -393498.441973
  nChanged 111
		SP:Iteration 9Q (1516.090000 sec): 3 clusters
  Score: Raw -396373.641227 + Penalty 2809.929898 = -393563.711329
  nChanged 81
		SP:Iteration 10Q (1516.290000 sec): 3 clusters
  Score: Raw -396419.557683 + Penalty 2809.929898 = -393609.627786
  nChanged 57
		SP:Iteration 11Q (1516.490000 sec): 3 clusters
  Score: Raw -396458.146330 + Penalty 2809.929898 = -393648.216432
  nChanged 60
		SP:Iteration 12Q (1516.680000 sec): 3 clusters
  Score: Raw -396490.081580 + Penalty 2809.929898 = -393680.151682
  nChanged 61
		SP:Iteration 13Q (1516.880000 sec): 3 clusters
  Score: Raw -396512.430148 + Penalty 2809.929898 = -393702.500250
  nChanged 49
		SP:Iteration 14Q (1517.100000 sec): 3 clusters
  Score: Raw -396534.540774 + Penalty 2809.929898 = -393724.610876
  nChanged 41
		SP:Iteration 15Q (1517.290000 sec): 3 clusters
  Score: Raw -396550.587472 + Penalty 2809.929898 = -393740.657574
  nChanged 32
		SP:Iteration 16Q (1517.470000 sec): 3 clusters
  Score: Raw -396565.096849 + Penalty 2809.929898 = -393755.166951
  nChanged 30
		SP:Iteration 17Q (1517.690000 sec): 3 clusters
  Score: Raw -396577.323991 + Penalty 2809.929898 = -393767.394093
  nChanged 31
		SP:Iteration 18Q (1517.870000 sec): 3 clusters
  Score: Raw -396588.881883 + Penalty 2809.929898 = -393778.951985
  nChanged 29
		SP:Iteration 19Q (1518.050000 sec): 3 clusters
  Score: Raw -396599.813319 + Penalty 2809.929898 = -393789.883421
  nChanged 19
		SP:Iteration 20F (1518.250000 sec): 3 clusters
  Score: Raw -396608.179361 + Penalty 2809.929898 = -393798.249463
  nChanged 20
		SP:Iteration 21Q (1518.430000 sec): 3 clusters
  Score: Raw -396613.801419 + Penalty 2809.929898 = -393803.871521
  nChanged 15
		SP:Iteration 22Q (1518.630000 sec): 3 clusters
  Score: Raw -396618.452485 + Penalty 2809.929898 = -393808.522587
  nChanged 18
		SP:Iteration 23Q (1518.870000 sec): 3 clusters
  Score: Raw -396624.849120 + Penalty 2809.929898 = -393814.919222
  nChanged 16
		SP:Iteration 24Q (1519.030000 sec): 3 clusters
  Score: Raw -396628.681055 + Penalty 2809.929898 = -393818.751157
  nChanged 12
		SP:Iteration 25Q (1519.230000 sec): 3 clusters
  Score: Raw -396631.822931 + Penalty 2809.929898 = -393821.893033
  nChanged 10
		SP:Iteration 26Q (1519.440000 sec): 3 clusters
  Score: Raw -396635.275848 + Penalty 2809.929898 = -393825.345950
  nChanged 9
		SP:Iteration 27Q (1519.610000 sec): 3 clusters
  Score: Raw -396637.517402 + Penalty 2809.929898 = -393827.587504
  nChanged 10
		SP:Iteration 28Q (1519.830000 sec): 3 clusters
  Score: Raw -396640.035249 + Penalty 2809.929898 = -393830.105351
  nChanged 5
		SP:Iteration 29Q (1520.020000 sec): 3 clusters
  Score: Raw -396641.448843 + Penalty 2809.929898 = -393831.518945
  nChanged 3
		SP:Iteration 30Q (1520.210000 sec): 3 clusters
  Score: Raw -396642.095440 + Penalty 2809.929898 = -393832.165542
  nChanged 1
		SP:Iteration 31Q (1520.400000 sec): 3 clusters
  Score: Raw -396642.218015 + Penalty 2809.929898 = -393832.288117
  nChanged 1
		SP:Iteration 32Q (1520.590000 sec): 3 clusters
  Score: Raw -396642.410966 + Penalty 2809.929898 = -393832.481068
  nChanged 0
		SP:Iteration 33F (1520.790000 sec): 3 clusters
  Score: Raw -396642.410966 + Penalty 2809.929898 = -393832.481068
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (7524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1520.920000 sec): 2 clusters
  Score: Raw -544873.079895 + Penalty 1450.451143 = -543422.628752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1521.110000 sec): 3 clusters
  Score: Raw -540826.807731 + Penalty 2900.902287 = -537925.905444
  nChanged 3230
		SP:Iteration 1F (1521.330000 sec): 3 clusters
  Score: Raw -543881.505819 + Penalty 2900.902287 = -540980.603532
  nChanged 963
		SP:Iteration 2F (1521.570000 sec): 3 clusters
  Score: Raw -545194.997322 + Penalty 2900.902287 = -542294.095035
  nChanged 833
		SP:Iteration 3F (1521.740000 sec): 3 clusters
  Score: Raw -546231.746975 + Penalty 2900.902287 = -543330.844688
  nChanged 531
		SP:Iteration 4F (1521.940000 sec): 3 clusters
  Score: Raw -546843.668748 + Penalty 2900.902287 = -543942.766461
  nChanged 329
		SP:Iteration 5Q (1522.160000 sec): 3 clusters
  Score: Raw -547151.186524 + Penalty 2900.902287 = -544250.284237
  nChanged 207
		SP:Iteration 6Q (1522.390000 sec): 3 clusters
  Score: Raw -547338.330151 + Penalty 2900.902287 = -544437.427864
  nChanged 191
		SP:Iteration 7Q (1522.590000 sec): 3 clusters
  Score: Raw -547510.224520 + Penalty 2900.902287 = -544609.322233
  nChanged 199
		SP:Iteration 8Q (1522.780000 sec): 3 clusters
  Score: Raw -547711.341663 + Penalty 2900.902287 = -544810.439376
  nChanged 213
		SP:Iteration 9Q (1523.000000 sec): 3 clusters
  Score: Raw -547983.408372 + Penalty 2900.902287 = -545082.506085
  nChanged 230
		SP:Iteration 10Q (1523.180000 sec): 3 clusters
  Score: Raw -548253.551300 + Penalty 2900.902287 = -545352.649013
  nChanged 201
		SP:Iteration 11Q (1523.360000 sec): 3 clusters
  Score: Raw -548456.794541 + Penalty 2900.902287 = -545555.892255
  nChanged 182
		SP:Iteration 12Q (1523.570000 sec): 3 clusters
  Score: Raw -548634.691571 + Penalty 2900.902287 = -545733.789284
  nChanged 186
		SP:Iteration 13Q (1523.820000 sec): 3 clusters
  Score: Raw -548823.441665 + Penalty 2900.902287 = -545922.539378
  nChanged 183
		SP:Iteration 14Q (1524.010000 sec): 3 clusters
  Score: Raw -548970.476535 + Penalty 2900.902287 = -546069.574248
  nChanged 141
		SP:Iteration 15Q (1524.180000 sec): 3 clusters
  Score: Raw -549060.621470 + Penalty 2900.902287 = -546159.719184
  nChanged 117
		SP:Iteration 16Q (1524.370000 sec): 3 clusters
  Score: Raw -549139.514344 + Penalty 2900.902287 = -546238.612057
  nChanged 112
		SP:Iteration 17Q (1524.570000 sec): 3 clusters
  Score: Raw -549213.220043 + Penalty 2900.902287 = -546312.317756
  nChanged 111
		SP:Iteration 18Q (1524.750000 sec): 3 clusters
  Score: Raw -549292.700414 + Penalty 2900.902287 = -546391.798127
  nChanged 96
		SP:Iteration 19Q (1524.960000 sec): 3 clusters
  Score: Raw -549357.065832 + Penalty 2900.902287 = -546456.163545
  nChanged 76
		SP:Iteration 20F (1525.170000 sec): 3 clusters
  Score: Raw -549435.366778 + Penalty 2900.902287 = -546534.464491
  nChanged 84
		SP:Iteration 21Q (1525.360000 sec): 3 clusters
  Score: Raw -549506.710285 + Penalty 2900.902287 = -546605.807998
  nChanged 66
		SP:Iteration 22Q (1525.550000 sec): 3 clusters
  Score: Raw -549546.618063 + Penalty 2900.902287 = -546645.715776
  nChanged 47
		SP:Iteration 23Q (1525.720000 sec): 3 clusters
  Score: Raw -549569.829824 + Penalty 2900.902287 = -546668.927537
  nChanged 47
		SP:Iteration 24Q (1525.950000 sec): 3 clusters
  Score: Raw -549591.382286 + Penalty 2900.902287 = -546690.479999
  nChanged 35
		SP:Iteration 25Q (1526.150000 sec): 3 clusters
  Score: Raw -549604.033249 + Penalty 2900.902287 = -546703.130962
  nChanged 28
		SP:Iteration 26Q (1526.350000 sec): 3 clusters
  Score: Raw -549616.648768 + Penalty 2900.902287 = -546715.746481
  nChanged 30
		SP:Iteration 27Q (1526.590000 sec): 3 clusters
  Score: Raw -549628.793687 + Penalty 2900.902287 = -546727.891400
  nChanged 22
		SP:Iteration 28Q (1526.750000 sec): 3 clusters
  Score: Raw -549637.185837 + Penalty 2900.902287 = -546736.283550
  nChanged 22
		SP:Iteration 29Q (1526.930000 sec): 3 clusters
  Score: Raw -549646.000096 + Penalty 2900.902287 = -546745.097809
  nChanged 27
		SP:Iteration 30Q (1527.140000 sec): 3 clusters
  Score: Raw -549657.592450 + Penalty 2900.902287 = -546756.690164
  nChanged 23
		SP:Iteration 31Q (1527.370000 sec): 3 clusters
  Score: Raw -549667.609226 + Penalty 2900.902287 = -546766.706939
  nChanged 27
		SP:Iteration 32Q (1527.530000 sec): 3 clusters
  Score: Raw -549679.081563 + Penalty 2900.902287 = -546778.179276
  nChanged 25
		SP:Iteration 33Q (1527.710000 sec): 3 clusters
  Score: Raw -549692.060306 + Penalty 2900.902287 = -546791.158019
  nChanged 24
		SP:Iteration 34Q (1527.930000 sec): 3 clusters
  Score: Raw -549704.301701 + Penalty 2900.902287 = -546803.399414
  nChanged 29
		SP:Iteration 35Q (1528.090000 sec): 3 clusters
  Score: Raw -549721.535041 + Penalty 2900.902287 = -546820.632754
  nChanged 32
		SP:Iteration 36Q (1528.280000 sec): 3 clusters
  Score: Raw -549739.086085 + Penalty 2900.902287 = -546838.183798
  nChanged 28
		SP:Iteration 37Q (1528.490000 sec): 3 clusters
  Score: Raw -549752.534791 + Penalty 2900.902287 = -546851.632504
  nChanged 31
		SP:Iteration 38Q (1528.700000 sec): 3 clusters
  Score: Raw -549769.589069 + Penalty 2900.902287 = -546868.686782
  nChanged 30
		SP:Iteration 39Q (1528.870000 sec): 3 clusters
  Score: Raw -549787.345966 + Penalty 2900.902287 = -546886.443679
  nChanged 33
		SP:Iteration 40F (1529.080000 sec): 3 clusters
  Score: Raw -549805.658091 + Penalty 2900.902287 = -546904.755804
  nChanged 24
		SP:Iteration 41Q (1529.270000 sec): 3 clusters
  Score: Raw -549818.440337 + Penalty 2900.902287 = -546917.538050
  nChanged 24
		SP:Iteration 42Q (1529.490000 sec): 3 clusters
  Score: Raw -549832.945286 + Penalty 2900.902287 = -546932.042999
  nChanged 32
		SP:Iteration 43Q (1529.690000 sec): 3 clusters
  Score: Raw -549854.775774 + Penalty 2900.902287 = -546953.873487
  nChanged 36
		SP:Iteration 44Q (1529.870000 sec): 3 clusters
  Score: Raw -549892.689329 + Penalty 2900.902287 = -546991.787042
  nChanged 45
		SP:Iteration 45Q (1530.060000 sec): 3 clusters
  Score: Raw -549940.499385 + Penalty 2900.902287 = -547039.597099
  nChanged 45
		SP:Iteration 46Q (1530.250000 sec): 3 clusters
  Score: Raw -549985.879854 + Penalty 2900.902287 = -547084.977567
  nChanged 51
		SP:Iteration 47Q (1530.450000 sec): 3 clusters
  Score: Raw -550031.689542 + Penalty 2900.902287 = -547130.787256
  nChanged 48
		SP:Iteration 48Q (1530.660000 sec): 3 clusters
  Score: Raw -550083.814650 + Penalty 2900.902287 = -547182.912363
  nChanged 46
		SP:Iteration 49Q (1530.820000 sec): 3 clusters
  Score: Raw -550124.700203 + Penalty 2900.902287 = -547223.797916
  nChanged 42
		SP:Iteration 50Q (1531.000000 sec): 3 clusters
  Score: Raw -550157.637836 + Penalty 2900.902287 = -547256.735549
  nChanged 32
		SP:Iteration 51Q (1531.180000 sec): 3 clusters
  Score: Raw -550178.910062 + Penalty 2900.902287 = -547278.007775
  nChanged 30
		SP:Iteration 52Q (1531.370000 sec): 3 clusters
  Score: Raw -550192.385602 + Penalty 2900.902287 = -547291.483315
  nChanged 24
		SP:Iteration 53Q (1531.570000 sec): 3 clusters
  Score: Raw -550204.831748 + Penalty 2900.902287 = -547303.929461
  nChanged 22
		SP:Iteration 54Q (1531.760000 sec): 3 clusters
  Score: Raw -550216.630829 + Penalty 2900.902287 = -547315.728542
  nChanged 18
		SP:Iteration 55Q (1531.970000 sec): 3 clusters
  Score: Raw -550227.957583 + Penalty 2900.902287 = -547327.055296
  nChanged 17
		SP:Iteration 56Q (1532.160000 sec): 3 clusters
  Score: Raw -550244.854418 + Penalty 2900.902287 = -547343.952131
  nChanged 16
		SP:Iteration 57Q (1532.360000 sec): 3 clusters
  Score: Raw -550252.476265 + Penalty 2900.902287 = -547351.573978
  nChanged 13
		SP:Iteration 58Q (1532.560000 sec): 3 clusters
  Score: Raw -550258.997430 + Penalty 2900.902287 = -547358.095144
  nChanged 13
		SP:Iteration 59Q (1532.730000 sec): 3 clusters
  Score: Raw -550264.476933 + Penalty 2900.902287 = -547363.574646
  nChanged 12
		SP:Iteration 60F (1532.970000 sec): 3 clusters
  Score: Raw -550274.363484 + Penalty 2900.902287 = -547373.461197
  nChanged 13
		SP:Iteration 61Q (1533.210000 sec): 3 clusters
  Score: Raw -550280.280089 + Penalty 2900.902287 = -547379.377802
  nChanged 8
		SP:Iteration 62Q (1533.380000 sec): 3 clusters
  Score: Raw -550283.665249 + Penalty 2900.902287 = -547382.762963
  nChanged 10
		SP:Iteration 63Q (1533.580000 sec): 3 clusters
  Score: Raw -550286.704388 + Penalty 2900.902287 = -547385.802101
  nChanged 6
		SP:Iteration 64Q (1533.760000 sec): 3 clusters
  Score: Raw -550287.963706 + Penalty 2900.902287 = -547387.061419
  nChanged 4
		SP:Iteration 65Q (1533.940000 sec): 3 clusters
  Score: Raw -550289.391075 + Penalty 2900.902287 = -547388.488788
  nChanged 3
		SP:Iteration 66Q (1534.200000 sec): 3 clusters
  Score: Raw -550290.277251 + Penalty 2900.902287 = -547389.374964
  nChanged 1
		SP:Iteration 67Q (1534.330000 sec): 3 clusters
  Score: Raw -550290.773947 + Penalty 2900.902287 = -547389.871660
  nChanged 1
		SP:Iteration 68Q (1534.550000 sec): 3 clusters
  Score: Raw -550291.151967 + Penalty 2900.902287 = -547390.249680
  nChanged 3
		SP:Iteration 69Q (1534.700000 sec): 3 clusters
  Score: Raw -550292.036959 + Penalty 2900.902287 = -547391.134672
  nChanged 4
		SP:Iteration 70Q (1534.910000 sec): 3 clusters
  Score: Raw -550292.983652 + Penalty 2900.902287 = -547392.081365
  nChanged 3
		SP:Iteration 71Q (1535.080000 sec): 3 clusters
  Score: Raw -550293.627048 + Penalty 2900.902287 = -547392.724762
  nChanged 2
		SP:Iteration 72Q (1535.260000 sec): 3 clusters
  Score: Raw -550294.349243 + Penalty 2900.902287 = -547393.446956
  nChanged 2
		SP:Iteration 73Q (1535.520000 sec): 3 clusters
  Score: Raw -550294.860205 + Penalty 2900.902287 = -547393.957918
  nChanged 1
		SP:Iteration 74Q (1535.730000 sec): 3 clusters
  Score: Raw -550295.118792 + Penalty 2900.902287 = -547394.216505
  nChanged 0
		SP:Iteration 75F (1535.930000 sec): 3 clusters
  Score: Raw -550295.118792 + Penalty 2900.902287 = -547394.216505
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Iteration 59Q (1567.990000 sec): 63 clusters
  Score: Raw -34735528.580274 + Penalty 131208.308973 = -34604320.271301
  nChanged 11186
Iteration 60F (1617.650000 sec): 63 clusters
  Score: Raw -34748195.693743 + Penalty 131208.308973 = -34616987.384771
  nChanged 8296
Iteration 61Q (1642.310000 sec): 63 clusters
  Score: Raw -34752643.548075 + Penalty 131208.308973 = -34621435.239102
  nChanged 4554
Iteration 62Q (1667.260000 sec): 63 clusters
  Score: Raw -34754598.887311 + Penalty 131208.308973 = -34623390.578339
  nChanged 3389
Iteration 63Q (1692.050000 sec): 63 clusters
  Score: Raw -34755878.632403 + Penalty 131208.308973 = -34624670.323431
  nChanged 2694
Iteration 64Q (1719.560000 sec): 63 clusters
  Score: Raw -34756828.453531 + Penalty 131208.308973 = -34625620.144559
  nChanged 2187
Iteration 65Q (1744.360000 sec): 63 clusters
  Score: Raw -34757492.605273 + Penalty 131208.308973 = -34626284.296300
  nChanged 1785
Iteration 66Q (1770.010000 sec): 63 clusters
  Score: Raw -34757979.463604 + Penalty 131208.308973 = -34626771.154631
  nChanged 1520
Iteration 67Q (1796.260000 sec): 63 clusters
  Score: Raw -34758387.790231 + Penalty 131208.308973 = -34627179.481259
  nChanged 1334
Iteration 68Q (1820.250000 sec): 63 clusters
  Score: Raw -34758710.359620 + Penalty 131208.308973 = -34627502.050648
  nChanged 1210
Iteration 69Q (1844.540000 sec): 63 clusters
  Score: Raw -34758971.962821 + Penalty 131208.308973 = -34627763.653848
  nChanged 1098
Iteration 70Q (1869.840000 sec): 63 clusters
  Score: Raw -34759193.731834 + Penalty 131208.308973 = -34627985.422862
  nChanged 1001
Iteration 71Q (1895.630000 sec): 63 clusters
  Score: Raw -34759385.228036 + Penalty 131208.308973 = -34628176.919064
  nChanged 883
Iteration 72Q (1920.730000 sec): 63 clusters
  Score: Raw -34759585.345310 + Penalty 131208.308973 = -34628377.036337
  nChanged 844
Iteration 73Q (1945.920000 sec): 63 clusters
  Score: Raw -34759837.584996 + Penalty 131208.308973 = -34628629.276024
  nChanged 755
Iteration 74Q (1970.250000 sec): 63 clusters
  Score: Raw -34760116.911230 + Penalty 131208.308973 = -34628908.602258
  nChanged 649
Iteration 75Q (1994.320000 sec): 63 clusters
  Score: Raw -34760377.012492 + Penalty 131208.308973 = -34629168.703520
  nChanged 611
Iteration 76Q (2018.360000 sec): 63 clusters
  Score: Raw -34760606.002665 + Penalty 131208.308973 = -34629397.693693
  nChanged 543
Iteration 77Q (2045.120000 sec): 63 clusters
  Score: Raw -34760775.830233 + Penalty 131208.308973 = -34629567.521260
  nChanged 506
Iteration 78Q (2071.940000 sec): 63 clusters
  Score: Raw -34760911.789341 + Penalty 131208.308973 = -34629703.480368
  nChanged 451
Iteration 79Q (2095.660000 sec): 63 clusters
  Score: Raw -34761054.789043 + Penalty 131208.308973 = -34629846.480070
  nChanged 397
Iteration 80F (2144.730000 sec): 63 clusters
  Score: Raw -34766080.047619 + Penalty 131208.308973 = -34634871.738646
  nChanged 669
Iteration 81Q (2170.720000 sec): 63 clusters
  Score: Raw -34770922.576066 + Penalty 131208.308973 = -34639714.267093
  nChanged 577
Iteration 82Q (2193.040000 sec): 63 clusters
  Score: Raw -34771424.991086 + Penalty 131208.308973 = -34640216.682113
  nChanged 580
Iteration 83Q (2220.120000 sec): 63 clusters
  Score: Raw -34772032.667920 + Penalty 131208.308973 = -34640824.358947
  nChanged 587
Iteration 84Q (2245.970000 sec): 63 clusters
  Score: Raw -34773174.060270 + Penalty 131208.308973 = -34641965.751298
  nChanged 494
Iteration 85Q (2266.420000 sec): 63 clusters
  Score: Raw -34774795.963573 + Penalty 131208.308973 = -34643587.654601
  nChanged 494
Iteration 86Q (2291.790000 sec): 63 clusters
  Score: Raw -34774984.089772 + Penalty 131208.308973 = -34643775.780799
  nChanged 425
Iteration 87Q (2319.390000 sec): 63 clusters
  Score: Raw -34775127.141701 + Penalty 131208.308973 = -34643918.832728
  nChanged 386
Iteration 88Q (2345.190000 sec): 63 clusters
  Score: Raw -34775275.071593 + Penalty 131208.308973 = -34644066.762621
  nChanged 366
Iteration 89Q (2371.670000 sec): 63 clusters
  Score: Raw -34775410.381411 + Penalty 131208.308973 = -34644202.072439
  nChanged 312
Iteration 90Q (2399.760000 sec): 63 clusters
  Score: Raw -34775475.870360 + Penalty 131208.308973 = -34644267.561388
  nChanged 267
Iteration 91Q (2426.650000 sec): 63 clusters
  Score: Raw -34775532.197418 + Penalty 131208.308973 = -34644323.888445
  nChanged 223
Iteration 92Q (2451.450000 sec): 63 clusters
  Score: Raw -34775579.245797 + Penalty 131208.308973 = -34644370.936825
  nChanged 204
Iteration 93Q (2477.300000 sec): 63 clusters
  Score: Raw -34775616.689698 + Penalty 131208.308973 = -34644408.380725
  nChanged 211
Iteration 94Q (2502.180000 sec): 63 clusters
  Score: Raw -34775655.421028 + Penalty 131208.308973 = -34644447.112055
  nChanged 213
Iteration 95Q (2531.140000 sec): 63 clusters
  Score: Raw -34775695.786346 + Penalty 131208.308973 = -34644487.477373
  nChanged 178
Iteration 96Q (2555.790000 sec): 63 clusters
  Score: Raw -34775730.298912 + Penalty 131208.308973 = -34644521.989939
  nChanged 170
Iteration 97Q (2582.290000 sec): 63 clusters
  Score: Raw -34775764.433682 + Penalty 131208.308973 = -34644556.124709
  nChanged 169
Iteration 98Q (2608.170000 sec): 63 clusters
  Score: Raw -34775802.993224 + Penalty 131208.308973 = -34644594.684252
  nChanged 158
Writing temp clu file 
Because OldScore, -34644556.124709, is greater than current (better) Score,-34644594.684252 
 Compute initial score before splitting:   Score: Raw -34775802.993224 + Penalty 131208.308973 = -34644594.684252
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (2245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2608.370000 sec): 2 clusters
  Score: Raw -177496.658944 + Penalty 1253.924880 = -176242.734063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2608.540000 sec): 3 clusters
  Score: Raw -176548.625588 + Penalty 2507.849760 = -174040.775828
  nChanged 835
		SP:Iteration 1F (2608.720000 sec): 3 clusters
  Score: Raw -177340.946220 + Penalty 2507.849760 = -174833.096460
  nChanged 256
		SP:Iteration 2F (2608.920000 sec): 3 clusters
  Score: Raw -177759.088965 + Penalty 2507.849760 = -175251.239205
  nChanged 159
		SP:Iteration 3F (2609.100000 sec): 3 clusters
  Score: Raw -178015.580058 + Penalty 2507.849760 = -175507.730298
  nChanged 160
		SP:Iteration 4F (2609.270000 sec): 3 clusters
  Score: Raw -178222.315734 + Penalty 2507.849760 = -175714.465974
  nChanged 124
		SP:Iteration 5F (2609.470000 sec): 3 clusters
  Score: Raw -178366.278747 + Penalty 2507.849760 = -175858.428987
  nChanged 100
		SP:Iteration 6Q (2609.660000 sec): 3 clusters
  Score: Raw -178469.198853 + Penalty 2507.849760 = -175961.349093
  nChanged 67
		SP:Iteration 7Q (2609.890000 sec): 3 clusters
  Score: Raw -178522.971839 + Penalty 2507.849760 = -176015.122079
  nChanged 50
		SP:Iteration 8Q (2610.150000 sec): 3 clusters
  Score: Raw -178563.248040 + Penalty 2507.849760 = -176055.398280
  nChanged 37
		SP:Iteration 9Q (2610.370000 sec): 3 clusters
  Score: Raw -178598.444592 + Penalty 2507.849760 = -176090.594832
  nChanged 35
		SP:Iteration 10Q (2610.610000 sec): 3 clusters
  Score: Raw -178625.818455 + Penalty 2507.849760 = -176117.968695
  nChanged 23
		SP:Iteration 11Q (2610.850000 sec): 3 clusters
  Score: Raw -178638.637389 + Penalty 2507.849760 = -176130.787629
  nChanged 16
		SP:Iteration 12Q (2611.020000 sec): 3 clusters
  Score: Raw -178649.826526 + Penalty 2507.849760 = -176141.976766
  nChanged 14
		SP:Iteration 13Q (2611.240000 sec): 3 clusters
  Score: Raw -178661.251301 + Penalty 2507.849760 = -176153.401541
  nChanged 13
		SP:Iteration 14Q (2611.450000 sec): 3 clusters
  Score: Raw -178670.489125 + Penalty 2507.849760 = -176162.639365
  nChanged 11
		SP:Iteration 15Q (2611.630000 sec): 3 clusters
  Score: Raw -178684.394412 + Penalty 2507.849760 = -176176.544652
  nChanged 20
		SP:Iteration 16Q (2611.830000 sec): 3 clusters
  Score: Raw -178699.382662 + Penalty 2507.849760 = -176191.532902
  nChanged 18
		SP:Iteration 17Q (2612.060000 sec): 3 clusters
  Score: Raw -178712.226696 + Penalty 2507.849760 = -176204.376936
  nChanged 12
		SP:Iteration 18Q (2612.250000 sec): 3 clusters
  Score: Raw -178721.227298 + Penalty 2507.849760 = -176213.377538
  nChanged 6
		SP:Iteration 19Q (2612.480000 sec): 3 clusters
  Score: Raw -178725.553617 + Penalty 2507.849760 = -176217.703857
  nChanged 7
		SP:Iteration 20F (2612.660000 sec): 3 clusters
  Score: Raw -178729.322440 + Penalty 2507.849760 = -176221.472680
  nChanged 8
		SP:Iteration 21Q (2612.820000 sec): 3 clusters
  Score: Raw -178734.852222 + Penalty 2507.849760 = -176227.002462
  nChanged 7
		SP:Iteration 22Q (2613.060000 sec): 3 clusters
  Score: Raw -178739.728283 + Penalty 2507.849760 = -176231.878523
  nChanged 6
		SP:Iteration 23Q (2613.270000 sec): 3 clusters
  Score: Raw -178742.456979 + Penalty 2507.849760 = -176234.607219
  nChanged 3
		SP:Iteration 24Q (2613.420000 sec): 3 clusters
  Score: Raw -178743.919245 + Penalty 2507.849760 = -176236.069485
  nChanged 4
		SP:Iteration 25Q (2613.630000 sec): 3 clusters
  Score: Raw -178746.753129 + Penalty 2507.849760 = -176238.903369
  nChanged 4
		SP:Iteration 26Q (2613.840000 sec): 3 clusters
  Score: Raw -178749.930650 + Penalty 2507.849760 = -176242.080890
  nChanged 2
		SP:Iteration 27Q (2614.000000 sec): 3 clusters
  Score: Raw -178751.558436 + Penalty 2507.849760 = -176243.708676
  nChanged 2
		SP:Iteration 28Q (2614.190000 sec): 3 clusters
  Score: Raw -178753.293825 + Penalty 2507.849760 = -176245.444065
  nChanged 1
		SP:Iteration 29Q (2614.430000 sec): 3 clusters
  Score: Raw -178754.626077 + Penalty 2507.849760 = -176246.776317
  nChanged 1
		SP:Iteration 30Q (2614.690000 sec): 3 clusters
  Score: Raw -178755.361733 + Penalty 2507.849760 = -176247.511973
  nChanged 0
		SP:Iteration 31F (2614.870000 sec): 3 clusters
  Score: Raw -178755.361733 + Penalty 2507.849760 = -176247.511973
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2614.940000 sec): 2 clusters
  Score: Raw -244601.608132 + Penalty 1298.963249 = -243302.644882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2615.150000 sec): 3 clusters
  Score: Raw -243241.287850 + Penalty 2597.926498 = -240643.361352
  nChanged 1122
		SP:Iteration 1F (2615.350000 sec): 3 clusters
  Score: Raw -244071.430271 + Penalty 2597.926498 = -241473.503772
  nChanged 317
		SP:Iteration 2F (2615.520000 sec): 3 clusters
  Score: Raw -244500.529716 + Penalty 2597.926498 = -241902.603218
  nChanged 276
		SP:Iteration 3F (2615.770000 sec): 3 clusters
  Score: Raw -244807.098866 + Penalty 2597.926498 = -242209.172368
  nChanged 210
		SP:Iteration 4F (2615.930000 sec): 3 clusters
  Score: Raw -245024.098618 + Penalty 2597.926498 = -242426.172119
  nChanged 137
		SP:Iteration 5Q (2616.120000 sec): 3 clusters
  Score: Raw -245185.160323 + Penalty 2597.926498 = -242587.233825
  nChanged 104
		SP:Iteration 6Q (2616.340000 sec): 3 clusters
  Score: Raw -245279.733069 + Penalty 2597.926498 = -242681.806570
  nChanged 75
		SP:Iteration 7Q (2616.530000 sec): 3 clusters
  Score: Raw -245341.085996 + Penalty 2597.926498 = -242743.159498
  nChanged 50
		SP:Iteration 8Q (2616.760000 sec): 3 clusters
  Score: Raw -245384.697294 + Penalty 2597.926498 = -242786.770796
  nChanged 43
		SP:Iteration 9Q (2616.950000 sec): 3 clusters
  Score: Raw -245421.625831 + Penalty 2597.926498 = -242823.699332
  nChanged 45
		SP:Iteration 10Q (2617.140000 sec): 3 clusters
  Score: Raw -245456.479057 + Penalty 2597.926498 = -242858.552559
  nChanged 36
		SP:Iteration 11Q (2617.340000 sec): 3 clusters
  Score: Raw -245478.518239 + Penalty 2597.926498 = -242880.591741
  nChanged 28
		SP:Iteration 12Q (2617.540000 sec): 3 clusters
  Score: Raw -245495.740166 + Penalty 2597.926498 = -242897.813667
  nChanged 23
		SP:Iteration 13Q (2617.710000 sec): 3 clusters
  Score: Raw -245507.343824 + Penalty 2597.926498 = -242909.417326
  nChanged 17
		SP:Iteration 14Q (2617.900000 sec): 3 clusters
  Score: Raw -245514.663110 + Penalty 2597.926498 = -242916.736612
  nChanged 15
		SP:Iteration 15Q (2618.120000 sec): 3 clusters
  Score: Raw -245524.027695 + Penalty 2597.926498 = -242926.101196
  nChanged 22
		SP:Iteration 16Q (2618.320000 sec): 3 clusters
  Score: Raw -245536.497633 + Penalty 2597.926498 = -242938.571135
  nChanged 26
		SP:Iteration 17Q (2618.490000 sec): 3 clusters
  Score: Raw -245550.357287 + Penalty 2597.926498 = -242952.430788
  nChanged 24
		SP:Iteration 18Q (2618.730000 sec): 3 clusters
  Score: Raw -245563.456106 + Penalty 2597.926498 = -242965.529608
  nChanged 28
		SP:Iteration 19Q (2618.910000 sec): 3 clusters
  Score: Raw -245578.994946 + Penalty 2597.926498 = -242981.068448
  nChanged 23
		SP:Iteration 20F (2619.120000 sec): 3 clusters
  Score: Raw -245588.488505 + Penalty 2597.926498 = -242990.562006
  nChanged 11
		SP:Iteration 21Q (2619.330000 sec): 3 clusters
  Score: Raw -245592.899616 + Penalty 2597.926498 = -242994.973118
  nChanged 9
		SP:Iteration 22Q (2619.570000 sec): 3 clusters
  Score: Raw -245595.748928 + Penalty 2597.926498 = -242997.822430
  nChanged 6
		SP:Iteration 23Q (2619.710000 sec): 3 clusters
  Score: Raw -245597.664828 + Penalty 2597.926498 = -242999.738330
  nChanged 5
		SP:Iteration 24Q (2619.920000 sec): 3 clusters
  Score: Raw -245599.331863 + Penalty 2597.926498 = -243001.405364
  nChanged 5
		SP:Iteration 25Q (2620.140000 sec): 3 clusters
  Score: Raw -245600.931203 + Penalty 2597.926498 = -243003.004705
  nChanged 3
		SP:Iteration 26Q (2620.320000 sec): 3 clusters
  Score: Raw -245601.853876 + Penalty 2597.926498 = -243003.927378
  nChanged 2
		SP:Iteration 27Q (2620.520000 sec): 3 clusters
  Score: Raw -245602.664442 + Penalty 2597.926498 = -243004.737944
  nChanged 2
		SP:Iteration 28Q (2620.710000 sec): 3 clusters
  Score: Raw -245603.458624 + Penalty 2597.926498 = -243005.532125
  nChanged 2
		SP:Iteration 29Q (2620.860000 sec): 3 clusters
  Score: Raw -245603.916262 + Penalty 2597.926498 = -243005.989764
  nChanged 5
		SP:Iteration 30Q (2621.070000 sec): 3 clusters
  Score: Raw -245605.430425 + Penalty 2597.926498 = -243007.503927
  nChanged 5
		SP:Iteration 31Q (2621.290000 sec): 3 clusters
  Score: Raw -245607.136573 + Penalty 2597.926498 = -243009.210074
  nChanged 5
		SP:Iteration 32Q (2621.450000 sec): 3 clusters
  Score: Raw -245609.308509 + Penalty 2597.926498 = -243011.382010
  nChanged 8
		SP:Iteration 33Q (2621.620000 sec): 3 clusters
  Score: Raw -245613.035462 + Penalty 2597.926498 = -243015.108964
  nChanged 6
		SP:Iteration 34Q (2621.820000 sec): 3 clusters
  Score: Raw -245615.286009 + Penalty 2597.926498 = -243017.359511
  nChanged 3
		SP:Iteration 35Q (2621.970000 sec): 3 clusters
  Score: Raw -245616.610773 + Penalty 2597.926498 = -243018.684274
  nChanged 4
		SP:Iteration 36Q (2622.210000 sec): 3 clusters
  Score: Raw -245618.049101 + Penalty 2597.926498 = -243020.122603
  nChanged 2
		SP:Iteration 37Q (2622.370000 sec): 3 clusters
  Score: Raw -245619.503064 + Penalty 2597.926498 = -243021.576566
  nChanged 4
		SP:Iteration 38Q (2622.600000 sec): 3 clusters
  Score: Raw -245621.808422 + Penalty 2597.926498 = -243023.881923
  nChanged 4
		SP:Iteration 39Q (2622.740000 sec): 3 clusters
  Score: Raw -245623.125839 + Penalty 2597.926498 = -243025.199341
  nChanged 1
		SP:Iteration 40F (2622.950000 sec): 3 clusters
  Score: Raw -245623.382573 + Penalty 2597.926498 = -243025.456074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2623.030000 sec): 2 clusters
  Score: Raw -328271.310492 + Penalty 1365.435468 = -326905.875024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2623.210000 sec): 3 clusters
  Score: Raw -326126.246618 + Penalty 2730.870937 = -323395.375682
  nChanged 1788
		SP:Iteration 1F (2623.430000 sec): 3 clusters
  Score: Raw -327927.519692 + Penalty 2730.870937 = -325196.648756
  nChanged 534
		SP:Iteration 2F (2623.610000 sec): 3 clusters
  Score: Raw -328816.295824 + Penalty 2730.870937 = -326085.424887
  nChanged 433
		SP:Iteration 3F (2623.850000 sec): 3 clusters
  Score: Raw -329420.594845 + Penalty 2730.870937 = -326689.723909
  nChanged 380
		SP:Iteration 4F (2624.060000 sec): 3 clusters
  Score: Raw -329945.528205 + Penalty 2730.870937 = -327214.657268
  nChanged 332
		SP:Iteration 5F (2624.300000 sec): 3 clusters
  Score: Raw -330373.563371 + Penalty 2730.870937 = -327642.692434
  nChanged 240
		SP:Iteration 6F (2624.490000 sec): 3 clusters
  Score: Raw -330647.501403 + Penalty 2730.870937 = -327916.630466
  nChanged 130
		SP:Iteration 7Q (2624.700000 sec): 3 clusters
  Score: Raw -330758.893730 + Penalty 2730.870937 = -328028.022793
  nChanged 62
		SP:Iteration 8Q (2624.900000 sec): 3 clusters
  Score: Raw -330806.251867 + Penalty 2730.870937 = -328075.380930
  nChanged 48
		SP:Iteration 9Q (2625.080000 sec): 3 clusters
  Score: Raw -330841.894954 + Penalty 2730.870937 = -328111.024018
  nChanged 36
		SP:Iteration 10Q (2625.280000 sec): 3 clusters
  Score: Raw -330875.308113 + Penalty 2730.870937 = -328144.437177
  nChanged 35
		SP:Iteration 11Q (2625.500000 sec): 3 clusters
  Score: Raw -330918.010453 + Penalty 2730.870937 = -328187.139517
  nChanged 43
		SP:Iteration 12Q (2625.710000 sec): 3 clusters
  Score: Raw -330972.325409 + Penalty 2730.870937 = -328241.454473
  nChanged 41
		SP:Iteration 13Q (2625.950000 sec): 3 clusters
  Score: Raw -331027.248074 + Penalty 2730.870937 = -328296.377137
  nChanged 39
		SP:Iteration 14Q (2626.150000 sec): 3 clusters
  Score: Raw -331074.371948 + Penalty 2730.870937 = -328343.501012
  nChanged 24
		SP:Iteration 15Q (2626.350000 sec): 3 clusters
  Score: Raw -331097.348164 + Penalty 2730.870937 = -328366.477227
  nChanged 22
		SP:Iteration 16Q (2626.540000 sec): 3 clusters
  Score: Raw -331115.480493 + Penalty 2730.870937 = -328384.609556
  nChanged 17
		SP:Iteration 17Q (2626.720000 sec): 3 clusters
  Score: Raw -331130.398382 + Penalty 2730.870937 = -328399.527445
  nChanged 14
		SP:Iteration 18Q (2626.910000 sec): 3 clusters
  Score: Raw -331143.876044 + Penalty 2730.870937 = -328413.005107
  nChanged 12
		SP:Iteration 19Q (2627.130000 sec): 3 clusters
  Score: Raw -331151.725401 + Penalty 2730.870937 = -328420.854464
  nChanged 9
		SP:Iteration 20F (2627.370000 sec): 3 clusters
  Score: Raw -331162.286092 + Penalty 2730.870937 = -328431.415155
  nChanged 12
		SP:Iteration 21Q (2627.520000 sec): 3 clusters
  Score: Raw -331176.061250 + Penalty 2730.870937 = -328445.190313
  nChanged 9
		SP:Iteration 22Q (2627.730000 sec): 3 clusters
  Score: Raw -331188.203487 + Penalty 2730.870937 = -328457.332550
  nChanged 14
		SP:Iteration 23Q (2627.890000 sec): 3 clusters
  Score: Raw -331205.108813 + Penalty 2730.870937 = -328474.237876
  nChanged 9
		SP:Iteration 24Q (2628.130000 sec): 3 clusters
  Score: Raw -331213.127526 + Penalty 2730.870937 = -328482.256590
  nChanged 8
		SP:Iteration 25Q (2628.300000 sec): 3 clusters
  Score: Raw -331219.655795 + Penalty 2730.870937 = -328488.784859
  nChanged 7
		SP:Iteration 26Q (2628.530000 sec): 3 clusters
  Score: Raw -331226.301532 + Penalty 2730.870937 = -328495.430596
  nChanged 7
		SP:Iteration 27Q (2628.680000 sec): 3 clusters
  Score: Raw -331236.619337 + Penalty 2730.870937 = -328505.748401
  nChanged 5
		SP:Iteration 28Q (2628.850000 sec): 3 clusters
  Score: Raw -331239.278541 + Penalty 2730.870937 = -328508.407604
  nChanged 2
		SP:Iteration 29Q (2629.080000 sec): 3 clusters
  Score: Raw -331240.104843 + Penalty 2730.870937 = -328509.233907
  nChanged 2
		SP:Iteration 30Q (2629.290000 sec): 3 clusters
  Score: Raw -331240.974832 + Penalty 2730.870937 = -328510.103896
  nChanged 2
		SP:Iteration 31Q (2629.540000 sec): 3 clusters
  Score: Raw -331242.509999 + Penalty 2730.870937 = -328511.639062
  nChanged 2
		SP:Iteration 32Q (2629.700000 sec): 3 clusters
  Score: Raw -331243.512188 + Penalty 2730.870937 = -328512.641251
  nChanged 1
		SP:Iteration 33Q (2629.890000 sec): 3 clusters
  Score: Raw -331243.847384 + Penalty 2730.870937 = -328512.976447
  nChanged 1
		SP:Iteration 34Q (2630.080000 sec): 3 clusters
  Score: Raw -331244.275374 + Penalty 2730.870937 = -328513.404438
  nChanged 1
		SP:Iteration 35Q (2630.280000 sec): 3 clusters
  Score: Raw -331244.383410 + Penalty 2730.870937 = -328513.512474
  nChanged 0
		SP:Iteration 36F (2630.460000 sec): 3 clusters
  Score: Raw -331244.383410 + Penalty 2730.870937 = -328513.512474
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2630.570000 sec): 2 clusters
  Score: Raw -220928.243874 + Penalty 1283.250257 = -219644.993618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2630.750000 sec): 3 clusters
  Score: Raw -219685.925801 + Penalty 2566.500513 = -217119.425288
  nChanged 984
		SP:Iteration 1F (2630.920000 sec): 3 clusters
  Score: Raw -220304.423594 + Penalty 2566.500513 = -217737.923081
  nChanged 181
		SP:Iteration 2F (2631.070000 sec): 3 clusters
  Score: Raw -220422.050840 + Penalty 2566.500513 = -217855.550327
  nChanged 137
		SP:Iteration 3F (2631.240000 sec): 3 clusters
  Score: Raw -220526.917006 + Penalty 2566.500513 = -217960.416493
  nChanged 120
		SP:Iteration 4Q (2631.410000 sec): 3 clusters
  Score: Raw -220599.306482 + Penalty 2566.500513 = -218032.805968
  nChanged 93
		SP:Iteration 5Q (2631.570000 sec): 3 clusters
  Score: Raw -220656.658010 + Penalty 2566.500513 = -218090.157497
  nChanged 72
		SP:Iteration 6Q (2631.770000 sec): 3 clusters
  Score: Raw -220689.129767 + Penalty 2566.500513 = -218122.629254
  nChanged 52
		SP:Iteration 7Q (2631.870000 sec): 3 clusters
  Score: Raw -220715.037638 + Penalty 2566.500513 = -218148.537124
  nChanged 48
		SP:Iteration 8Q (2632.050000 sec): 3 clusters
  Score: Raw -220742.195242 + Penalty 2566.500513 = -218175.694729
  nChanged 39
		SP:Iteration 9Q (2632.210000 sec): 3 clusters
  Score: Raw -220760.539664 + Penalty 2566.500513 = -218194.039150
  nChanged 31
		SP:Iteration 10Q (2632.460000 sec): 3 clusters
  Score: Raw -220776.521224 + Penalty 2566.500513 = -218210.020711
  nChanged 30
		SP:Iteration 11Q (2632.650000 sec): 3 clusters
  Score: Raw -220793.583158 + Penalty 2566.500513 = -218227.082645
  nChanged 31
		SP:Iteration 12Q (2632.880000 sec): 3 clusters
  Score: Raw -220811.181917 + Penalty 2566.500513 = -218244.681404
  nChanged 30
		SP:Iteration 13Q (2633.070000 sec): 3 clusters
  Score: Raw -220828.548218 + Penalty 2566.500513 = -218262.047705
  nChanged 31
		SP:Iteration 14Q (2633.210000 sec): 3 clusters
  Score: Raw -220839.689329 + Penalty 2566.500513 = -218273.188816
  nChanged 19
		SP:Iteration 15Q (2633.410000 sec): 3 clusters
  Score: Raw -220850.009038 + Penalty 2566.500513 = -218283.508525
  nChanged 24
		SP:Iteration 16Q (2633.610000 sec): 3 clusters
  Score: Raw -220858.891498 + Penalty 2566.500513 = -218292.390984
  nChanged 19
		SP:Iteration 17Q (2633.820000 sec): 3 clusters
  Score: Raw -220868.494218 + Penalty 2566.500513 = -218301.993705
  nChanged 20
		SP:Iteration 18Q (2634.030000 sec): 3 clusters
  Score: Raw -220876.469312 + Penalty 2566.500513 = -218309.968799
  nChanged 16
		SP:Iteration 19Q (2634.260000 sec): 3 clusters
  Score: Raw -220882.537819 + Penalty 2566.500513 = -218316.037306
  nChanged 16
		SP:Iteration 20F (2634.480000 sec): 3 clusters
  Score: Raw -220887.440915 + Penalty 2566.500513 = -218320.940402
  nChanged 14
		SP:Iteration 21Q (2634.680000 sec): 3 clusters
  Score: Raw -220892.582775 + Penalty 2566.500513 = -218326.082262
  nChanged 16
		SP:Iteration 22Q (2634.850000 sec): 3 clusters
  Score: Raw -220898.271878 + Penalty 2566.500513 = -218331.771364
  nChanged 9
		SP:Iteration 23Q (2635.050000 sec): 3 clusters
  Score: Raw -220901.036400 + Penalty 2566.500513 = -218334.535887
  nChanged 16
		SP:Iteration 24Q (2635.260000 sec): 3 clusters
  Score: Raw -220906.561441 + Penalty 2566.500513 = -218340.060928
  nChanged 12
		SP:Iteration 25Q (2635.470000 sec): 3 clusters
  Score: Raw -220909.784190 + Penalty 2566.500513 = -218343.283677
  nChanged 10
		SP:Iteration 26Q (2635.670000 sec): 3 clusters
  Score: Raw -220912.642093 + Penalty 2566.500513 = -218346.141580
  nChanged 9
		SP:Iteration 27Q (2635.880000 sec): 3 clusters
  Score: Raw -220916.645063 + Penalty 2566.500513 = -218350.144550
  nChanged 15
		SP:Iteration 28Q (2636.050000 sec): 3 clusters
  Score: Raw -220923.729075 + Penalty 2566.500513 = -218357.228562
  nChanged 24
		SP:Iteration 29Q (2636.250000 sec): 3 clusters
  Score: Raw -220932.914222 + Penalty 2566.500513 = -218366.413709
  nChanged 17
		SP:Iteration 30Q (2636.410000 sec): 3 clusters
  Score: Raw -220941.115717 + Penalty 2566.500513 = -218374.615204
  nChanged 20
		SP:Iteration 31Q (2636.620000 sec): 3 clusters
  Score: Raw -220950.400952 + Penalty 2566.500513 = -218383.900439
  nChanged 24
		SP:Iteration 32Q (2636.790000 sec): 3 clusters
  Score: Raw -220960.048124 + Penalty 2566.500513 = -218393.547611
  nChanged 19
		SP:Iteration 33Q (2637.020000 sec): 3 clusters
  Score: Raw -220967.720770 + Penalty 2566.500513 = -218401.220257
  nChanged 19
		SP:Iteration 34Q (2637.210000 sec): 3 clusters
  Score: Raw -220975.877055 + Penalty 2566.500513 = -218409.376541
  nChanged 15
		SP:Iteration 35Q (2637.450000 sec): 3 clusters
  Score: Raw -220981.851983 + Penalty 2566.500513 = -218415.351470
  nChanged 16
		SP:Iteration 36Q (2637.590000 sec): 3 clusters
  Score: Raw -220987.757152 + Penalty 2566.500513 = -218421.256639
  nChanged 14
		SP:Iteration 37Q (2637.770000 sec): 3 clusters
  Score: Raw -220992.900917 + Penalty 2566.500513 = -218426.400404
  nChanged 11
		SP:Iteration 38Q (2637.910000 sec): 3 clusters
  Score: Raw -220997.422655 + Penalty 2566.500513 = -218430.922142
  nChanged 13
		SP:Iteration 39Q (2638.110000 sec): 3 clusters
  Score: Raw -221001.800318 + Penalty 2566.500513 = -218435.299805
  nChanged 9
		SP:Iteration 40F (2638.290000 sec): 3 clusters
  Score: Raw -221007.837467 + Penalty 2566.500513 = -218441.336954
  nChanged 14
		SP:Iteration 41Q (2638.470000 sec): 3 clusters
  Score: Raw -221014.178199 + Penalty 2566.500513 = -218447.677685
  nChanged 14
		SP:Iteration 42Q (2638.670000 sec): 3 clusters
  Score: Raw -221018.929494 + Penalty 2566.500513 = -218452.428980
  nChanged 17
		SP:Iteration 43Q (2638.860000 sec): 3 clusters
  Score: Raw -221024.586734 + Penalty 2566.500513 = -218458.086221
  nChanged 16
		SP:Iteration 44Q (2638.990000 sec): 3 clusters
  Score: Raw -221031.078638 + Penalty 2566.500513 = -218464.578124
  nChanged 13
		SP:Iteration 45Q (2639.180000 sec): 3 clusters
  Score: Raw -221036.032200 + Penalty 2566.500513 = -218469.531687
  nChanged 11
		SP:Iteration 46Q (2639.370000 sec): 3 clusters
  Score: Raw -221039.891978 + Penalty 2566.500513 = -218473.391465
  nChanged 9
		SP:Iteration 47Q (2639.580000 sec): 3 clusters
  Score: Raw -221045.932193 + Penalty 2566.500513 = -218479.431680
  nChanged 11
		SP:Iteration 48Q (2639.780000 sec): 3 clusters
  Score: Raw -221051.883098 + Penalty 2566.500513 = -218485.382584
  nChanged 9
		SP:Iteration 49Q (2639.940000 sec): 3 clusters
  Score: Raw -221056.606885 + Penalty 2566.500513 = -218490.106372
  nChanged 15
		SP:Iteration 50Q (2640.110000 sec): 3 clusters
  Score: Raw -221064.252586 + Penalty 2566.500513 = -218497.752073
  nChanged 12
		SP:Iteration 51Q (2640.260000 sec): 3 clusters
  Score: Raw -221069.144401 + Penalty 2566.500513 = -218502.643888
  nChanged 6
		SP:Iteration 52Q (2640.400000 sec): 3 clusters
  Score: Raw -221072.024448 + Penalty 2566.500513 = -218505.523935
  nChanged 8
		SP:Iteration 53Q (2640.580000 sec): 3 clusters
  Score: Raw -221076.732473 + Penalty 2566.500513 = -218510.231959
  nChanged 14
		SP:Iteration 54Q (2640.750000 sec): 3 clusters
  Score: Raw -221084.220198 + Penalty 2566.500513 = -218517.719684
  nChanged 16
		SP:Iteration 55Q (2640.920000 sec): 3 clusters
  Score: Raw -221092.438990 + Penalty 2566.500513 = -218525.938476
  nChanged 10
		SP:Iteration 56Q (2641.180000 sec): 3 clusters
  Score: Raw -221096.268202 + Penalty 2566.500513 = -218529.767689
  nChanged 6
		SP:Iteration 57Q (2641.430000 sec): 3 clusters
  Score: Raw -221100.519457 + Penalty 2566.500513 = -218534.018943
  nChanged 5
		SP:Iteration 58Q (2641.590000 sec): 3 clusters
  Score: Raw -221102.417048 + Penalty 2566.500513 = -218535.916535
  nChanged 5
		SP:Iteration 59Q (2641.840000 sec): 3 clusters
  Score: Raw -221104.490159 + Penalty 2566.500513 = -218537.989645
  nChanged 5
		SP:Iteration 60F (2641.980000 sec): 3 clusters
  Score: Raw -221106.029412 + Penalty 2566.500513 = -218539.528899
  nChanged 4
		SP:Iteration 61Q (2642.160000 sec): 3 clusters
  Score: Raw -221107.558093 + Penalty 2566.500513 = -218541.057580
  nChanged 4
		SP:Iteration 62Q (2642.340000 sec): 3 clusters
  Score: Raw -221109.859066 + Penalty 2566.500513 = -218543.358552
  nChanged 6
		SP:Iteration 63Q (2642.500000 sec): 3 clusters
  Score: Raw -221113.468698 + Penalty 2566.500513 = -218546.968185
  nChanged 7
		SP:Iteration 64Q (2642.740000 sec): 3 clusters
  Score: Raw -221119.523641 + Penalty 2566.500513 = -218553.023128
  nChanged 10
		SP:Iteration 65Q (2642.900000 sec): 3 clusters
  Score: Raw -221125.733593 + Penalty 2566.500513 = -218559.233079
  nChanged 9
		SP:Iteration 66Q (2643.140000 sec): 3 clusters
  Score: Raw -221130.214778 + Penalty 2566.500513 = -218563.714265
  nChanged 9
		SP:Iteration 67Q (2643.280000 sec): 3 clusters
  Score: Raw -221137.228879 + Penalty 2566.500513 = -218570.728366
  nChanged 9
		SP:Iteration 68Q (2643.480000 sec): 3 clusters
  Score: Raw -221142.384050 + Penalty 2566.500513 = -218575.883536
  nChanged 4
		SP:Iteration 69Q (2643.650000 sec): 3 clusters
  Score: Raw -221143.813726 + Penalty 2566.500513 = -218577.313213
  nChanged 5
		SP:Iteration 70Q (2643.870000 sec): 3 clusters
  Score: Raw -221146.321404 + Penalty 2566.500513 = -218579.820891
  nChanged 6
		SP:Iteration 71Q (2644.080000 sec): 3 clusters
  Score: Raw -221148.219979 + Penalty 2566.500513 = -218581.719466
  nChanged 6
		SP:Iteration 72Q (2644.220000 sec): 3 clusters
  Score: Raw -221150.752168 + Penalty 2566.500513 = -218584.251655
  nChanged 4
		SP:Iteration 73Q (2644.440000 sec): 3 clusters
  Score: Raw -221152.148193 + Penalty 2566.500513 = -218585.647680
  nChanged 2
		SP:Iteration 74Q (2644.630000 sec): 3 clusters
  Score: Raw -221152.481739 + Penalty 2566.500513 = -218585.981226
  nChanged 1
		SP:Iteration 75Q (2644.810000 sec): 3 clusters
  Score: Raw -221152.688383 + Penalty 2566.500513 = -218586.187870
  nChanged 0
		SP:Iteration 76F (2645.030000 sec): 3 clusters
  Score: Raw -221152.688383 + Penalty 2566.500513 = -218586.187870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2645.150000 sec): 2 clusters
  Score: Raw -276548.151961 + Penalty 1349.319530 = -275198.832431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2645.360000 sec): 3 clusters
  Score: Raw -274522.481155 + Penalty 2698.639060 = -271823.842096
  nChanged 1645
		SP:Iteration 1F (2645.530000 sec): 3 clusters
  Score: Raw -275899.707932 + Penalty 2698.639060 = -273201.068872
  nChanged 488
		SP:Iteration 2F (2645.720000 sec): 3 clusters
  Score: Raw -276711.819484 + Penalty 2698.639060 = -274013.180424
  nChanged 422
		SP:Iteration 3F (2645.940000 sec): 3 clusters
  Score: Raw -277379.928384 + Penalty 2698.639060 = -274681.289325
  nChanged 353
		SP:Iteration 4F (2646.150000 sec): 3 clusters
  Score: Raw -277874.937294 + Penalty 2698.639060 = -275176.298234
  nChanged 269
		SP:Iteration 5F (2646.360000 sec): 3 clusters
  Score: Raw -278165.844091 + Penalty 2698.639060 = -275467.205032
  nChanged 170
		SP:Iteration 6Q (2646.580000 sec): 3 clusters
  Score: Raw -278333.226974 + Penalty 2698.639060 = -275634.587915
  nChanged 130
		SP:Iteration 7Q (2646.750000 sec): 3 clusters
  Score: Raw -278447.871608 + Penalty 2698.639060 = -275749.232549
  nChanged 75
		SP:Iteration 8Q (2646.970000 sec): 3 clusters
  Score: Raw -278506.077186 + Penalty 2698.639060 = -275807.438127
  nChanged 46
		SP:Iteration 9Q (2647.140000 sec): 3 clusters
  Score: Raw -278536.146512 + Penalty 2698.639060 = -275837.507452
  nChanged 45
		SP:Iteration 10Q (2647.370000 sec): 3 clusters
  Score: Raw -278560.570415 + Penalty 2698.639060 = -275861.931355
  nChanged 29
		SP:Iteration 11Q (2647.560000 sec): 3 clusters
  Score: Raw -278572.323203 + Penalty 2698.639060 = -275873.684143
  nChanged 16
		SP:Iteration 12Q (2647.750000 sec): 3 clusters
  Score: Raw -278577.851209 + Penalty 2698.639060 = -275879.212149
  nChanged 11
		SP:Iteration 13Q (2647.940000 sec): 3 clusters
  Score: Raw -278580.042346 + Penalty 2698.639060 = -275881.403286
  nChanged 4
		SP:Iteration 14Q (2648.160000 sec): 3 clusters
  Score: Raw -278580.692083 + Penalty 2698.639060 = -275882.053023
  nChanged 1
		SP:Iteration 15Q (2648.320000 sec): 3 clusters
  Score: Raw -278581.242618 + Penalty 2698.639060 = -275882.603558
  nChanged 5
		SP:Iteration 16Q (2648.530000 sec): 3 clusters
  Score: Raw -278582.398925 + Penalty 2698.639060 = -275883.759865
  nChanged 6
		SP:Iteration 17Q (2648.710000 sec): 3 clusters
  Score: Raw -278583.958657 + Penalty 2698.639060 = -275885.319597
  nChanged 7
		SP:Iteration 18Q (2648.910000 sec): 3 clusters
  Score: Raw -278585.773063 + Penalty 2698.639060 = -275887.134003
  nChanged 7
		SP:Iteration 19Q (2649.100000 sec): 3 clusters
  Score: Raw -278587.217598 + Penalty 2698.639060 = -275888.578538
  nChanged 8
		SP:Iteration 20F (2649.260000 sec): 3 clusters
  Score: Raw -278588.981101 + Penalty 2698.639060 = -275890.342041
  nChanged 4
		SP:Iteration 21Q (2649.460000 sec): 3 clusters
  Score: Raw -278589.593625 + Penalty 2698.639060 = -275890.954565
  nChanged 3
		SP:Iteration 22Q (2649.680000 sec): 3 clusters
  Score: Raw -278590.503772 + Penalty 2698.639060 = -275891.864712
  nChanged 2
		SP:Iteration 23Q (2649.870000 sec): 3 clusters
  Score: Raw -278591.061209 + Penalty 2698.639060 = -275892.422149
  nChanged 2
		SP:Iteration 24Q (2650.040000 sec): 3 clusters
  Score: Raw -278591.598217 + Penalty 2698.639060 = -275892.959157
  nChanged 1
		SP:Iteration 25Q (2650.230000 sec): 3 clusters
  Score: Raw -278591.841907 + Penalty 2698.639060 = -275893.202847
  nChanged 1
		SP:Iteration 26Q (2650.440000 sec): 3 clusters
  Score: Raw -278591.918848 + Penalty 2698.639060 = -275893.279788
  nChanged 0
		SP:Iteration 27F (2650.620000 sec): 3 clusters
  Score: Raw -278591.918848 + Penalty 2698.639060 = -275893.279788
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (4640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2650.720000 sec): 2 clusters
  Score: Raw -367868.963314 + Penalty 1371.901317 = -366497.061997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2650.890000 sec): 3 clusters
  Score: Raw -365552.369926 + Penalty 2743.802635 = -362808.567291
  nChanged 1869
		SP:Iteration 1F (2651.100000 sec): 3 clusters
  Score: Raw -366752.922729 + Penalty 2743.802635 = -364009.120094
  nChanged 413
		SP:Iteration 2F (2651.300000 sec): 3 clusters
  Score: Raw -367102.227340 + Penalty 2743.802635 = -364358.424705
  nChanged 373
		SP:Iteration 3F (2651.480000 sec): 3 clusters
  Score: Raw -367465.864274 + Penalty 2743.802635 = -364722.061639
  nChanged 324
		SP:Iteration 4F (2651.670000 sec): 3 clusters
  Score: Raw -367807.595011 + Penalty 2743.802635 = -365063.792376
  nChanged 303
		SP:Iteration 5F (2651.840000 sec): 3 clusters
  Score: Raw -368197.985884 + Penalty 2743.802635 = -365454.183249
  nChanged 289
		SP:Iteration 6F (2652.070000 sec): 3 clusters
  Score: Raw -368625.653053 + Penalty 2743.802635 = -365881.850419
  nChanged 254
		SP:Iteration 7F (2652.230000 sec): 3 clusters
  Score: Raw -369014.060103 + Penalty 2743.802635 = -366270.257468
  nChanged 217
		SP:Iteration 8Q (2652.410000 sec): 3 clusters
  Score: Raw -369313.472503 + Penalty 2743.802635 = -366569.669869
  nChanged 168
		SP:Iteration 9Q (2652.590000 sec): 3 clusters
  Score: Raw -369553.495701 + Penalty 2743.802635 = -366809.693067
  nChanged 144
		SP:Iteration 10Q (2652.740000 sec): 3 clusters
  Score: Raw -369764.261783 + Penalty 2743.802635 = -367020.459148
  nChanged 159
		SP:Iteration 11Q (2652.950000 sec): 3 clusters
  Score: Raw -370060.102624 + Penalty 2743.802635 = -367316.299990
  nChanged 195
		SP:Iteration 12Q (2653.120000 sec): 3 clusters
  Score: Raw -370546.012135 + Penalty 2743.802635 = -367802.209501
  nChanged 180
		SP:Iteration 13Q (2653.300000 sec): 3 clusters
  Score: Raw -370848.624325 + Penalty 2743.802635 = -368104.821690
  nChanged 111
		SP:Iteration 14Q (2653.520000 sec): 3 clusters
  Score: Raw -370993.524721 + Penalty 2743.802635 = -368249.722086
  nChanged 88
		SP:Iteration 15Q (2653.700000 sec): 3 clusters
  Score: Raw -371163.820446 + Penalty 2743.802635 = -368420.017811
  nChanged 77
		SP:Iteration 16Q (2653.860000 sec): 3 clusters
  Score: Raw -371352.717100 + Penalty 2743.802635 = -368608.914466
  nChanged 53
		SP:Iteration 17Q (2654.080000 sec): 3 clusters
  Score: Raw -371447.479976 + Penalty 2743.802635 = -368703.677341
  nChanged 26
		SP:Iteration 18Q (2654.250000 sec): 3 clusters
  Score: Raw -371469.773856 + Penalty 2743.802635 = -368725.971221
  nChanged 17
		SP:Iteration 19Q (2654.470000 sec): 3 clusters
  Score: Raw -371484.901945 + Penalty 2743.802635 = -368741.099310
  nChanged 14
		SP:Iteration 20F (2654.680000 sec): 3 clusters
  Score: Raw -371497.352013 + Penalty 2743.802635 = -368753.549378
  nChanged 8
		SP:Iteration 21Q (2654.840000 sec): 3 clusters
  Score: Raw -371502.818747 + Penalty 2743.802635 = -368759.016112
  nChanged 4
		SP:Iteration 22Q (2655.030000 sec): 3 clusters
  Score: Raw -371503.720121 + Penalty 2743.802635 = -368759.917486
  nChanged 0
		SP:Iteration 23F (2655.260000 sec): 3 clusters
  Score: Raw -371503.720121 + Penalty 2743.802635 = -368759.917486
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (105728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2655.760000 sec): 2 clusters
  Score: Raw -8178748.633036 + Penalty 1879.901569 = -8176868.731467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2656.420000 sec): 3 clusters
  Score: Raw -8109745.814853 + Penalty 3759.803137 = -8105986.011716
  nChanged 50629
		SP:Iteration 1F (2657.070000 sec): 3 clusters
  Score: Raw -8140661.752686 + Penalty 3759.803137 = -8136901.949549
  nChanged 4810
		SP:Iteration 2Q (2657.720000 sec): 3 clusters
  Score: Raw -8142507.897576 + Penalty 3759.803137 = -8138748.094439
  nChanged 5455
		SP:Iteration 3F (2658.310000 sec): 3 clusters
  Score: Raw -8145141.812920 + Penalty 3759.803137 = -8141382.009783
  nChanged 6182
		SP:Iteration 4F (2658.900000 sec): 3 clusters
  Score: Raw -8148681.409626 + Penalty 3759.803137 = -8144921.606489
  nChanged 6675
		SP:Iteration 5F (2659.460000 sec): 3 clusters
  Score: Raw -8152822.889230 + Penalty 3759.803137 = -8149063.086093
  nChanged 6615
		SP:Iteration 6F (2660.080000 sec): 3 clusters
  Score: Raw -8157072.536864 + Penalty 3759.803137 = -8153312.733726
  nChanged 6254
		SP:Iteration 7F (2660.690000 sec): 3 clusters
  Score: Raw -8161248.688124 + Penalty 3759.803137 = -8157488.884987
  nChanged 5410
		SP:Iteration 8F (2661.280000 sec): 3 clusters
  Score: Raw -8164673.316169 + Penalty 3759.803137 = -8160913.513032
  nChanged 4543
		SP:Iteration 9Q (2661.860000 sec): 3 clusters
  Score: Raw -8167163.723656 + Penalty 3759.803137 = -8163403.920518
  nChanged 3679
		SP:Iteration 10Q (2662.500000 sec): 3 clusters
  Score: Raw -8168828.380365 + Penalty 3759.803137 = -8165068.577228
  nChanged 2732
		SP:Iteration 11Q (2663.160000 sec): 3 clusters
  Score: Raw -8169870.553771 + Penalty 3759.803137 = -8166110.750634
  nChanged 2099
		SP:Iteration 12Q (2663.790000 sec): 3 clusters
  Score: Raw -8170543.656504 + Penalty 3759.803137 = -8166783.853367
  nChanged 1780
		SP:Iteration 13Q (2664.450000 sec): 3 clusters
  Score: Raw -8171074.565796 + Penalty 3759.803137 = -8167314.762659
  nChanged 1598
		SP:Iteration 14Q (2665.100000 sec): 3 clusters
  Score: Raw -8171551.435840 + Penalty 3759.803137 = -8167791.632703
  nChanged 1547
		SP:Iteration 15Q (2665.810000 sec): 3 clusters
  Score: Raw -8172030.006643 + Penalty 3759.803137 = -8168270.203506
  nChanged 1588
		SP:Iteration 16Q (2666.450000 sec): 3 clusters
  Score: Raw -8172520.975783 + Penalty 3759.803137 = -8168761.172646
  nChanged 1509
		SP:Iteration 17Q (2666.970000 sec): 3 clusters
  Score: Raw -8172981.472741 + Penalty 3759.803137 = -8169221.669604
  nChanged 1428
		SP:Iteration 18Q (2667.590000 sec): 3 clusters
  Score: Raw -8173419.208992 + Penalty 3759.803137 = -8169659.405854
  nChanged 1410
		SP:Iteration 19Q (2668.190000 sec): 3 clusters
  Score: Raw -8173861.169247 + Penalty 3759.803137 = -8170101.366110
  nChanged 1406
		SP:Iteration 20F (2668.800000 sec): 3 clusters
  Score: Raw -8174325.930453 + Penalty 3759.803137 = -8170566.127316
  nChanged 1440
		SP:Iteration 21Q (2669.330000 sec): 3 clusters
  Score: Raw -8174805.868346 + Penalty 3759.803137 = -8171046.065208
  nChanged 1367
		SP:Iteration 22Q (2669.840000 sec): 3 clusters
  Score: Raw -8175282.637304 + Penalty 3759.803137 = -8171522.834167
  nChanged 1364
		SP:Iteration 23Q (2670.420000 sec): 3 clusters
  Score: Raw -8175779.478558 + Penalty 3759.803137 = -8172019.675421
  nChanged 1313
		SP:Iteration 24Q (2670.970000 sec): 3 clusters
  Score: Raw -8176255.209286 + Penalty 3759.803137 = -8172495.406148
  nChanged 1249
		SP:Iteration 25Q (2671.520000 sec): 3 clusters
  Score: Raw -8176693.137938 + Penalty 3759.803137 = -8172933.334801
  nChanged 1148
		SP:Iteration 26Q (2672.180000 sec): 3 clusters
  Score: Raw -8177102.897941 + Penalty 3759.803137 = -8173343.094804
  nChanged 1110
		SP:Iteration 27Q (2672.820000 sec): 3 clusters
  Score: Raw -8177496.538396 + Penalty 3759.803137 = -8173736.735259
  nChanged 1053
		SP:Iteration 28Q (2673.440000 sec): 3 clusters
  Score: Raw -8177888.093248 + Penalty 3759.803137 = -8174128.290111
  nChanged 969
		SP:Iteration 29Q (2674.060000 sec): 3 clusters
  Score: Raw -8178261.711663 + Penalty 3759.803137 = -8174501.908526
  nChanged 880
		SP:Iteration 30Q (2674.730000 sec): 3 clusters
  Score: Raw -8178588.575642 + Penalty 3759.803137 = -8174828.772505
  nChanged 730
		SP:Iteration 31Q (2675.390000 sec): 3 clusters
  Score: Raw -8178850.938318 + Penalty 3759.803137 = -8175091.135180
  nChanged 606
		SP:Iteration 32Q (2676.060000 sec): 3 clusters
  Score: Raw -8179059.122101 + Penalty 3759.803137 = -8175299.318964
  nChanged 528
		SP:Iteration 33Q (2676.700000 sec): 3 clusters
  Score: Raw -8179226.067991 + Penalty 3759.803137 = -8175466.264854
  nChanged 427
		SP:Iteration 34Q (2677.330000 sec): 3 clusters
  Score: Raw -8179345.845050 + Penalty 3759.803137 = -8175586.041913
  nChanged 355
		SP:Iteration 35Q (2678.030000 sec): 3 clusters
  Score: Raw -8179441.795717 + Penalty 3759.803137 = -8175681.992580
  nChanged 314
		SP:Iteration 36Q (2678.630000 sec): 3 clusters
  Score: Raw -8179529.758254 + Penalty 3759.803137 = -8175769.955116
  nChanged 275
		SP:Iteration 37Q (2679.210000 sec): 3 clusters
  Score: Raw -8179605.684978 + Penalty 3759.803137 = -8175845.881841
  nChanged 214
		SP:Iteration 38Q (2679.830000 sec): 3 clusters
  Score: Raw -8179665.408478 + Penalty 3759.803137 = -8175905.605340
  nChanged 210
		SP:Iteration 39Q (2680.460000 sec): 3 clusters
  Score: Raw -8179721.923840 + Penalty 3759.803137 = -8175962.120702
  nChanged 172
		SP:Iteration 40F (2681.070000 sec): 3 clusters
  Score: Raw -8179765.098397 + Penalty 3759.803137 = -8176005.295260
  nChanged 168
		SP:Iteration 41Q (2681.660000 sec): 3 clusters
  Score: Raw -8179809.507862 + Penalty 3759.803137 = -8176049.704725
  nChanged 143
		SP:Iteration 42Q (2682.210000 sec): 3 clusters
  Score: Raw -8179839.856770 + Penalty 3759.803137 = -8176080.053633
  nChanged 104
		SP:Iteration 43Q (2682.800000 sec): 3 clusters
  Score: Raw -8179861.451795 + Penalty 3759.803137 = -8176101.648658
  nChanged 93
		SP:Iteration 44Q (2683.480000 sec): 3 clusters
  Score: Raw -8179882.148454 + Penalty 3759.803137 = -8176122.345317
  nChanged 86
		SP:Iteration 45Q (2684.100000 sec): 3 clusters
  Score: Raw -8179900.498592 + Penalty 3759.803137 = -8176140.695455
  nChanged 79
		SP:Iteration 46Q (2684.720000 sec): 3 clusters
  Score: Raw -8179917.669575 + Penalty 3759.803137 = -8176157.866438
  nChanged 75
		SP:Iteration 47Q (2685.370000 sec): 3 clusters
  Score: Raw -8179933.576045 + Penalty 3759.803137 = -8176173.772908
  nChanged 77
		SP:Iteration 48Q (2685.920000 sec): 3 clusters
  Score: Raw -8179949.765446 + Penalty 3759.803137 = -8176189.962309
  nChanged 73
		SP:Iteration 49Q (2686.410000 sec): 3 clusters
  Score: Raw -8179960.729175 + Penalty 3759.803137 = -8176200.926038
  nChanged 51
		SP:Iteration 50Q (2686.940000 sec): 3 clusters
  Score: Raw -8179969.095989 + Penalty 3759.803137 = -8176209.292852
  nChanged 42
		SP:Iteration 51Q (2687.460000 sec): 3 clusters
  Score: Raw -8179976.166846 + Penalty 3759.803137 = -8176216.363709
  nChanged 35
		SP:Iteration 52Q (2688.080000 sec): 3 clusters
  Score: Raw -8179982.485587 + Penalty 3759.803137 = -8176222.682450
  nChanged 41
		SP:Iteration 53Q (2688.600000 sec): 3 clusters
  Score: Raw -8179989.442102 + Penalty 3759.803137 = -8176229.638965
  nChanged 37
		SP:Iteration 54Q (2689.180000 sec): 3 clusters
  Score: Raw -8179997.244831 + Penalty 3759.803137 = -8176237.441693
  nChanged 38
		SP:Iteration 55Q (2689.730000 sec): 3 clusters
  Score: Raw -8180003.459188 + Penalty 3759.803137 = -8176243.656051
  nChanged 31
		SP:Iteration 56Q (2690.250000 sec): 3 clusters
  Score: Raw -8180007.711675 + Penalty 3759.803137 = -8176247.908538
  nChanged 30
		SP:Iteration 57Q (2690.800000 sec): 3 clusters
  Score: Raw -8180011.604917 + Penalty 3759.803137 = -8176251.801779
  nChanged 21
		SP:Iteration 58Q (2691.370000 sec): 3 clusters
  Score: Raw -8180014.213919 + Penalty 3759.803137 = -8176254.410782
  nChanged 16
		SP:Iteration 59Q (2691.890000 sec): 3 clusters
  Score: Raw -8180016.169857 + Penalty 3759.803137 = -8176256.366720
  nChanged 22
		SP:Iteration 60F (2692.520000 sec): 3 clusters
  Score: Raw -8180019.124375 + Penalty 3759.803137 = -8176259.321238
  nChanged 20
		SP:Iteration 61Q (2693.080000 sec): 3 clusters
  Score: Raw -8180021.481748 + Penalty 3759.803137 = -8176261.678611
  nChanged 22
		SP:Iteration 62Q (2693.660000 sec): 3 clusters
  Score: Raw -8180024.082457 + Penalty 3759.803137 = -8176264.279320
  nChanged 21
		SP:Iteration 63Q (2694.240000 sec): 3 clusters
  Score: Raw -8180026.459208 + Penalty 3759.803137 = -8176266.656070
  nChanged 15
		SP:Iteration 64Q (2694.890000 sec): 3 clusters
  Score: Raw -8180028.236511 + Penalty 3759.803137 = -8176268.433373
  nChanged 16
		SP:Iteration 65Q (2695.630000 sec): 3 clusters
  Score: Raw -8180029.826694 + Penalty 3759.803137 = -8176270.023557
  nChanged 12
		SP:Iteration 66Q (2696.280000 sec): 3 clusters
  Score: Raw -8180030.915519 + Penalty 3759.803137 = -8176271.112382
  nChanged 10
		SP:Iteration 67Q (2696.860000 sec): 3 clusters
  Score: Raw -8180031.907157 + Penalty 3759.803137 = -8176272.104020
  nChanged 9
		SP:Iteration 68Q (2697.480000 sec): 3 clusters
  Score: Raw -8180032.905692 + Penalty 3759.803137 = -8176273.102555
  nChanged 8
		SP:Iteration 69Q (2698.170000 sec): 3 clusters
  Score: Raw -8180033.649884 + Penalty 3759.803137 = -8176273.846747
  nChanged 6
		SP:Iteration 70Q (2698.830000 sec): 3 clusters
  Score: Raw -8180034.246980 + Penalty 3759.803137 = -8176274.443843
  nChanged 6
		SP:Iteration 71Q (2699.410000 sec): 3 clusters
  Score: Raw -8180034.661748 + Penalty 3759.803137 = -8176274.858611
  nChanged 1
		SP:Iteration 72Q (2700.010000 sec): 3 clusters
  Score: Raw -8180034.784625 + Penalty 3759.803137 = -8176274.981488
  nChanged 1
		SP:Iteration 73Q (2700.610000 sec): 3 clusters
  Score: Raw -8180034.843218 + Penalty 3759.803137 = -8176275.040081
  nChanged 1
		SP:Iteration 74Q (2701.230000 sec): 3 clusters
  Score: Raw -8180034.946117 + Penalty 3759.803137 = -8176275.142980
  nChanged 3
		SP:Iteration 75Q (2701.850000 sec): 3 clusters
  Score: Raw -8180035.140118 + Penalty 3759.803137 = -8176275.336981
  nChanged 3
		SP:Iteration 76Q (2702.450000 sec): 3 clusters
  Score: Raw -8180035.477968 + Penalty 3759.803137 = -8176275.674831
  nChanged 3
		SP:Iteration 77Q (2702.960000 sec): 3 clusters
  Score: Raw -8180035.733249 + Penalty 3759.803137 = -8176275.930112
  nChanged 4
		SP:Iteration 78Q (2703.520000 sec): 3 clusters
  Score: Raw -8180036.027025 + Penalty 3759.803137 = -8176276.223888
  nChanged 2
		SP:Iteration 79Q (2704.050000 sec): 3 clusters
  Score: Raw -8180036.136739 + Penalty 3759.803137 = -8176276.333602
  nChanged 0
		SP:Iteration 80F (2704.640000 sec): 3 clusters
  Score: Raw -8180036.136739 + Penalty 3759.803137 = -8176276.333602
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (8536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2704.790000 sec): 2 clusters
  Score: Raw -724232.501045 + Penalty 1470.957766 = -722761.543278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2705.030000 sec): 3 clusters
  Score: Raw -719470.080571 + Penalty 2941.915533 = -716528.165038
  nChanged 3675
		SP:Iteration 1F (2705.250000 sec): 3 clusters
  Score: Raw -721666.541570 + Penalty 2941.915533 = -718724.626037
  nChanged 696
		SP:Iteration 2F (2705.510000 sec): 3 clusters
  Score: Raw -722172.076109 + Penalty 2941.915533 = -719230.160576
  nChanged 644
		SP:Iteration 3F (2705.700000 sec): 3 clusters
  Score: Raw -722614.191537 + Penalty 2941.915533 = -719672.276005
  nChanged 580
		SP:Iteration 4F (2705.950000 sec): 3 clusters
  Score: Raw -723035.907954 + Penalty 2941.915533 = -720093.992421
  nChanged 483
		SP:Iteration 5F (2706.150000 sec): 3 clusters
  Score: Raw -723409.173237 + Penalty 2941.915533 = -720467.257704
  nChanged 442
		SP:Iteration 6F (2706.410000 sec): 3 clusters
  Score: Raw -723733.221151 + Penalty 2941.915533 = -720791.305619
  nChanged 357
		SP:Iteration 7Q (2706.580000 sec): 3 clusters
  Score: Raw -723949.265493 + Penalty 2941.915533 = -721007.349960
  nChanged 254
		SP:Iteration 8Q (2706.850000 sec): 3 clusters
  Score: Raw -724091.532859 + Penalty 2941.915533 = -721149.617326
  nChanged 194
		SP:Iteration 9Q (2707.100000 sec): 3 clusters
  Score: Raw -724194.266609 + Penalty 2941.915533 = -721252.351077
  nChanged 165
		SP:Iteration 10Q (2707.270000 sec): 3 clusters
  Score: Raw -724283.444849 + Penalty 2941.915533 = -721341.529316
  nChanged 137
		SP:Iteration 11Q (2707.510000 sec): 3 clusters
  Score: Raw -724358.400208 + Penalty 2941.915533 = -721416.484676
  nChanged 110
		SP:Iteration 12Q (2707.700000 sec): 3 clusters
  Score: Raw -724412.352360 + Penalty 2941.915533 = -721470.436827
  nChanged 88
		SP:Iteration 13Q (2707.930000 sec): 3 clusters
  Score: Raw -724458.323283 + Penalty 2941.915533 = -721516.407750
  nChanged 80
		SP:Iteration 14Q (2708.200000 sec): 3 clusters
  Score: Raw -724496.495585 + Penalty 2941.915533 = -721554.580052
  nChanged 63
		SP:Iteration 15Q (2708.460000 sec): 3 clusters
  Score: Raw -724525.233611 + Penalty 2941.915533 = -721583.318078
  nChanged 58
		SP:Iteration 16Q (2708.690000 sec): 3 clusters
  Score: Raw -724553.909253 + Penalty 2941.915533 = -721611.993720
  nChanged 56
		SP:Iteration 17Q (2708.960000 sec): 3 clusters
  Score: Raw -724579.695298 + Penalty 2941.915533 = -721637.779765
  nChanged 53
		SP:Iteration 18Q (2709.170000 sec): 3 clusters
  Score: Raw -724605.314039 + Penalty 2941.915533 = -721663.398507
  nChanged 47
		SP:Iteration 19Q (2709.420000 sec): 3 clusters
  Score: Raw -724625.355733 + Penalty 2941.915533 = -721683.440200
  nChanged 31
		SP:Iteration 20F (2709.620000 sec): 3 clusters
  Score: Raw -724638.034423 + Penalty 2941.915533 = -721696.118890
  nChanged 24
		SP:Iteration 21Q (2709.840000 sec): 3 clusters
  Score: Raw -724644.132951 + Penalty 2941.915533 = -721702.217418
  nChanged 15
		SP:Iteration 22Q (2710.040000 sec): 3 clusters
  Score: Raw -724647.739356 + Penalty 2941.915533 = -721705.823823
  nChanged 8
		SP:Iteration 23Q (2710.250000 sec): 3 clusters
  Score: Raw -724649.830928 + Penalty 2941.915533 = -721707.915395
  nChanged 7
		SP:Iteration 24Q (2710.480000 sec): 3 clusters
  Score: Raw -724651.792841 + Penalty 2941.915533 = -721709.877308
  nChanged 6
		SP:Iteration 25Q (2710.730000 sec): 3 clusters
  Score: Raw -724653.558883 + Penalty 2941.915533 = -721711.643351
  nChanged 5
		SP:Iteration 26Q (2710.950000 sec): 3 clusters
  Score: Raw -724654.350633 + Penalty 2941.915533 = -721712.435101
  nChanged 6
		SP:Iteration 27Q (2711.160000 sec): 3 clusters
  Score: Raw -724655.742014 + Penalty 2941.915533 = -721713.826481
  nChanged 4
		SP:Iteration 28Q (2711.350000 sec): 3 clusters
  Score: Raw -724656.555063 + Penalty 2941.915533 = -721714.639530
  nChanged 3
		SP:Iteration 29Q (2711.580000 sec): 3 clusters
  Score: Raw -724657.017483 + Penalty 2941.915533 = -721715.101951
  nChanged 1
		SP:Iteration 30Q (2711.820000 sec): 3 clusters
  Score: Raw -724657.249222 + Penalty 2941.915533 = -721715.333689
  nChanged 3
		SP:Iteration 31Q (2712.060000 sec): 3 clusters
  Score: Raw -724658.133344 + Penalty 2941.915533 = -721716.217811
  nChanged 5
		SP:Iteration 32Q (2712.300000 sec): 3 clusters
  Score: Raw -724659.307976 + Penalty 2941.915533 = -721717.392443
  nChanged 1
		SP:Iteration 33Q (2712.500000 sec): 3 clusters
  Score: Raw -724659.796916 + Penalty 2941.915533 = -721717.881384
  nChanged 2
		SP:Iteration 34Q (2712.730000 sec): 3 clusters
  Score: Raw -724660.845417 + Penalty 2941.915533 = -721718.929884
  nChanged 1
		SP:Iteration 35Q (2713.000000 sec): 3 clusters
  Score: Raw -724661.192977 + Penalty 2941.915533 = -721719.277444
  nChanged 1
		SP:Iteration 36Q (2713.240000 sec): 3 clusters
  Score: Raw -724661.438054 + Penalty 2941.915533 = -721719.522522
  nChanged 0
		SP:Iteration 37F (2713.480000 sec): 3 clusters
  Score: Raw -724661.438054 + Penalty 2941.915533 = -721719.522522
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2713.590000 sec): 2 clusters
  Score: Raw -82201.144333 + Penalty 1131.672037 = -81069.472296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2713.790000 sec): 3 clusters
  Score: Raw -81904.443588 + Penalty 2263.344074 = -79641.099514
  nChanged 334
		SP:Iteration 1F (2713.960000 sec): 3 clusters
  Score: Raw -82309.298270 + Penalty 2263.344074 = -80045.954196
  nChanged 99
		SP:Iteration 2F (2714.170000 sec): 3 clusters
  Score: Raw -82500.898821 + Penalty 2263.344074 = -80237.554747
  nChanged 77
		SP:Iteration 3F (2714.360000 sec): 3 clusters
  Score: Raw -82705.090385 + Penalty 2263.344074 = -80441.746311
  nChanged 61
		SP:Iteration 4F (2714.540000 sec): 3 clusters
  Score: Raw -82847.156086 + Penalty 2263.344074 = -80583.812012
  nChanged 48
		SP:Iteration 5Q (2714.740000 sec): 3 clusters
  Score: Raw -82945.265501 + Penalty 2263.344074 = -80681.921427
  nChanged 29
		SP:Iteration 6Q (2714.910000 sec): 3 clusters
  Score: Raw -82995.367789 + Penalty 2263.344074 = -80732.023715
  nChanged 24
		SP:Iteration 7Q (2715.140000 sec): 3 clusters
  Score: Raw -83059.131666 + Penalty 2263.344074 = -80795.787592
  nChanged 27
		SP:Iteration 8Q (2715.310000 sec): 3 clusters
  Score: Raw -83132.813803 + Penalty 2263.344074 = -80869.469729
  nChanged 10
		SP:Iteration 9Q (2715.510000 sec): 3 clusters
  Score: Raw -83150.145793 + Penalty 2263.344074 = -80886.801719
  nChanged 10
		SP:Iteration 10Q (2715.700000 sec): 3 clusters
  Score: Raw -83163.498700 + Penalty 2263.344074 = -80900.154626
  nChanged 7
		SP:Iteration 11Q (2715.900000 sec): 3 clusters
  Score: Raw -83176.911251 + Penalty 2263.344074 = -80913.567177
  nChanged 9
		SP:Iteration 12Q (2716.080000 sec): 3 clusters
  Score: Raw -83188.199436 + Penalty 2263.344074 = -80924.855362
  nChanged 7
		SP:Iteration 13Q (2716.240000 sec): 3 clusters
  Score: Raw -83194.680474 + Penalty 2263.344074 = -80931.336400
  nChanged 4
		SP:Iteration 14Q (2716.440000 sec): 3 clusters
  Score: Raw -83197.810448 + Penalty 2263.344074 = -80934.466374
  nChanged 2
		SP:Iteration 15Q (2716.660000 sec): 3 clusters
  Score: Raw -83198.859936 + Penalty 2263.344074 = -80935.515862
  nChanged 1
		SP:Iteration 16Q (2716.830000 sec): 3 clusters
  Score: Raw -83200.587613 + Penalty 2263.344074 = -80937.243539
  nChanged 0
		SP:Iteration 17F (2717.050000 sec): 3 clusters
  Score: Raw -83200.587613 + Penalty 2263.344074 = -80937.243539
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (10930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2717.220000 sec): 2 clusters
  Score: Raw -837340.309225 + Penalty 1511.130819 = -835829.178406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2717.420000 sec): 3 clusters
  Score: Raw -831082.124633 + Penalty 3022.261639 = -828059.862994
  nChanged 4797
		SP:Iteration 1F (2717.660000 sec): 3 clusters
  Score: Raw -834238.312184 + Penalty 3022.261639 = -831216.050545
  nChanged 950
		SP:Iteration 2F (2717.910000 sec): 3 clusters
  Score: Raw -835026.787389 + Penalty 3022.261639 = -832004.525750
  nChanged 916
		SP:Iteration 3F (2718.150000 sec): 3 clusters
  Score: Raw -835780.515483 + Penalty 3022.261639 = -832758.253844
  nChanged 836
		SP:Iteration 4F (2718.440000 sec): 3 clusters
  Score: Raw -836410.158578 + Penalty 3022.261639 = -833387.896939
  nChanged 688
		SP:Iteration 5F (2718.660000 sec): 3 clusters
  Score: Raw -836921.076938 + Penalty 3022.261639 = -833898.815299
  nChanged 552
		SP:Iteration 6F (2718.840000 sec): 3 clusters
  Score: Raw -837280.740051 + Penalty 3022.261639 = -834258.478412
  nChanged 395
		SP:Iteration 7Q (2719.140000 sec): 3 clusters
  Score: Raw -837476.027955 + Penalty 3022.261639 = -834453.766316
  nChanged 258
		SP:Iteration 8Q (2719.380000 sec): 3 clusters
  Score: Raw -837596.532807 + Penalty 3022.261639 = -834574.271168
  nChanged 204
		SP:Iteration 9Q (2719.600000 sec): 3 clusters
  Score: Raw -837669.911495 + Penalty 3022.261639 = -834647.649856
  nChanged 136
		SP:Iteration 10Q (2719.820000 sec): 3 clusters
  Score: Raw -837714.426530 + Penalty 3022.261639 = -834692.164891
  nChanged 122
		SP:Iteration 11Q (2720.120000 sec): 3 clusters
  Score: Raw -837755.271208 + Penalty 3022.261639 = -834733.009569
  nChanged 91
		SP:Iteration 12Q (2720.380000 sec): 3 clusters
  Score: Raw -837783.510923 + Penalty 3022.261639 = -834761.249284
  nChanged 86
		SP:Iteration 13Q (2720.620000 sec): 3 clusters
  Score: Raw -837809.310268 + Penalty 3022.261639 = -834787.048629
  nChanged 72
		SP:Iteration 14Q (2720.840000 sec): 3 clusters
  Score: Raw -837827.296442 + Penalty 3022.261639 = -834805.034803
  nChanged 47
		SP:Iteration 15Q (2721.100000 sec): 3 clusters
  Score: Raw -837838.742899 + Penalty 3022.261639 = -834816.481260
  nChanged 47
		SP:Iteration 16Q (2721.300000 sec): 3 clusters
  Score: Raw -837852.177305 + Penalty 3022.261639 = -834829.915667
  nChanged 38
		SP:Iteration 17Q (2721.550000 sec): 3 clusters
  Score: Raw -837862.934642 + Penalty 3022.261639 = -834840.673003
  nChanged 38
		SP:Iteration 18Q (2721.780000 sec): 3 clusters
  Score: Raw -837871.246555 + Penalty 3022.261639 = -834848.984917
  nChanged 38
		SP:Iteration 19Q (2722.080000 sec): 3 clusters
  Score: Raw -837880.829518 + Penalty 3022.261639 = -834858.567879
  nChanged 37
		SP:Iteration 20F (2722.250000 sec): 3 clusters
  Score: Raw -837890.020484 + Penalty 3022.261639 = -834867.758845
  nChanged 44
		SP:Iteration 21Q (2722.520000 sec): 3 clusters
  Score: Raw -837899.165979 + Penalty 3022.261639 = -834876.904340
  nChanged 33
		SP:Iteration 22Q (2722.740000 sec): 3 clusters
  Score: Raw -837904.437364 + Penalty 3022.261639 = -834882.175725
  nChanged 24
		SP:Iteration 23Q (2722.920000 sec): 3 clusters
  Score: Raw -837907.932532 + Penalty 3022.261639 = -834885.670893
  nChanged 16
		SP:Iteration 24Q (2723.200000 sec): 3 clusters
  Score: Raw -837910.575389 + Penalty 3022.261639 = -834888.313750
  nChanged 16
		SP:Iteration 25Q (2723.390000 sec): 3 clusters
  Score: Raw -837913.321202 + Penalty 3022.261639 = -834891.059563
  nChanged 13
		SP:Iteration 26Q (2723.610000 sec): 3 clusters
  Score: Raw -837916.094606 + Penalty 3022.261639 = -834893.832967
  nChanged 16
		SP:Iteration 27Q (2723.810000 sec): 3 clusters
  Score: Raw -837919.027648 + Penalty 3022.261639 = -834896.766009
  nChanged 15
		SP:Iteration 28Q (2724.060000 sec): 3 clusters
  Score: Raw -837921.144351 + Penalty 3022.261639 = -834898.882712
  nChanged 10
		SP:Iteration 29Q (2724.300000 sec): 3 clusters
  Score: Raw -837923.171710 + Penalty 3022.261639 = -834900.910071
  nChanged 17
		SP:Iteration 30Q (2724.530000 sec): 3 clusters
  Score: Raw -837925.674421 + Penalty 3022.261639 = -834903.412782
  nChanged 15
		SP:Iteration 31Q (2724.750000 sec): 3 clusters
  Score: Raw -837928.678313 + Penalty 3022.261639 = -834906.416675
  nChanged 11
		SP:Iteration 32Q (2724.960000 sec): 3 clusters
  Score: Raw -837930.735592 + Penalty 3022.261639 = -834908.473953
  nChanged 11
		SP:Iteration 33Q (2725.180000 sec): 3 clusters
  Score: Raw -837932.623011 + Penalty 3022.261639 = -834910.361372
  nChanged 10
		SP:Iteration 34Q (2725.410000 sec): 3 clusters
  Score: Raw -837933.926520 + Penalty 3022.261639 = -834911.664881
  nChanged 5
		SP:Iteration 35Q (2725.670000 sec): 3 clusters
  Score: Raw -837934.741686 + Penalty 3022.261639 = -834912.480047
  nChanged 7
		SP:Iteration 36Q (2725.920000 sec): 3 clusters
  Score: Raw -837935.840738 + Penalty 3022.261639 = -834913.579099
  nChanged 8
		SP:Iteration 37Q (2726.160000 sec): 3 clusters
  Score: Raw -837937.286549 + Penalty 3022.261639 = -834915.024910
  nChanged 9
		SP:Iteration 38Q (2726.350000 sec): 3 clusters
  Score: Raw -837938.478506 + Penalty 3022.261639 = -834916.216867
  nChanged 6
		SP:Iteration 39Q (2726.590000 sec): 3 clusters
  Score: Raw -837939.879229 + Penalty 3022.261639 = -834917.617590
  nChanged 7
		SP:Iteration 40F (2726.790000 sec): 3 clusters
  Score: Raw -837940.564788 + Penalty 3022.261639 = -834918.303149
  nChanged 2
		SP:Iteration 41Q (2727.040000 sec): 3 clusters
  Score: Raw -837940.724071 + Penalty 3022.261639 = -834918.462432
  nChanged 1
		SP:Iteration 42Q (2727.300000 sec): 3 clusters
  Score: Raw -837940.914028 + Penalty 3022.261639 = -834918.652390
  nChanged 0
		SP:Iteration 43F (2727.520000 sec): 3 clusters
  Score: Raw -837940.914028 + Penalty 3022.261639 = -834918.652390
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2727.630000 sec): 2 clusters
  Score: Raw -350615.141643 + Penalty 1371.269704 = -349243.871939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2727.850000 sec): 3 clusters
  Score: Raw -348243.679983 + Penalty 2742.539407 = -345501.140576
  nChanged 1899
		SP:Iteration 1F (2728.040000 sec): 3 clusters
  Score: Raw -349456.918061 + Penalty 2742.539407 = -346714.378654
  nChanged 423
		SP:Iteration 2F (2728.250000 sec): 3 clusters
  Score: Raw -349816.267707 + Penalty 2742.539407 = -347073.728300
  nChanged 345
		SP:Iteration 3F (2728.430000 sec): 3 clusters
  Score: Raw -350119.483051 + Penalty 2742.539407 = -347376.943644
  nChanged 301
		SP:Iteration 4F (2728.640000 sec): 3 clusters
  Score: Raw -350413.713652 + Penalty 2742.539407 = -347671.174245
  nChanged 257
		SP:Iteration 5F (2728.830000 sec): 3 clusters
  Score: Raw -350633.128992 + Penalty 2742.539407 = -347890.589585
  nChanged 209
		SP:Iteration 6Q (2729.010000 sec): 3 clusters
  Score: Raw -350804.562457 + Penalty 2742.539407 = -348062.023050
  nChanged 181
		SP:Iteration 7Q (2729.210000 sec): 3 clusters
  Score: Raw -350940.137798 + Penalty 2742.539407 = -348197.598391
  nChanged 167
		SP:Iteration 8Q (2729.390000 sec): 3 clusters
  Score: Raw -351052.788228 + Penalty 2742.539407 = -348310.248821
  nChanged 147
		SP:Iteration 9Q (2729.570000 sec): 3 clusters
  Score: Raw -351161.981034 + Penalty 2742.539407 = -348419.441627
  nChanged 127
		SP:Iteration 10Q (2729.790000 sec): 3 clusters
  Score: Raw -351276.399895 + Penalty 2742.539407 = -348533.860488
  nChanged 121
		SP:Iteration 11Q (2729.960000 sec): 3 clusters
  Score: Raw -351382.358407 + Penalty 2742.539407 = -348639.819000
  nChanged 102
		SP:Iteration 12Q (2730.140000 sec): 3 clusters
  Score: Raw -351451.242169 + Penalty 2742.539407 = -348708.702762
  nChanged 65
		SP:Iteration 13Q (2730.330000 sec): 3 clusters
  Score: Raw -351482.872090 + Penalty 2742.539407 = -348740.332683
  nChanged 41
		SP:Iteration 14Q (2730.520000 sec): 3 clusters
  Score: Raw -351501.111154 + Penalty 2742.539407 = -348758.571747
  nChanged 33
		SP:Iteration 15Q (2730.700000 sec): 3 clusters
  Score: Raw -351514.986942 + Penalty 2742.539407 = -348772.447535
  nChanged 24
		SP:Iteration 16Q (2730.910000 sec): 3 clusters
  Score: Raw -351522.863899 + Penalty 2742.539407 = -348780.324492
  nChanged 26
		SP:Iteration 17Q (2731.080000 sec): 3 clusters
  Score: Raw -351531.297454 + Penalty 2742.539407 = -348788.758047
  nChanged 19
		SP:Iteration 18Q (2731.280000 sec): 3 clusters
  Score: Raw -351537.825480 + Penalty 2742.539407 = -348795.286073
  nChanged 15
		SP:Iteration 19Q (2731.480000 sec): 3 clusters
  Score: Raw -351542.197449 + Penalty 2742.539407 = -348799.658042
  nChanged 12
		SP:Iteration 20F (2731.670000 sec): 3 clusters
  Score: Raw -351545.468312 + Penalty 2742.539407 = -348802.928905
  nChanged 11
		SP:Iteration 21Q (2731.890000 sec): 3 clusters
  Score: Raw -351549.046024 + Penalty 2742.539407 = -348806.506617
  nChanged 10
		SP:Iteration 22Q (2732.070000 sec): 3 clusters
  Score: Raw -351551.254222 + Penalty 2742.539407 = -348808.714815
  nChanged 8
		SP:Iteration 23Q (2732.280000 sec): 3 clusters
  Score: Raw -351554.200222 + Penalty 2742.539407 = -348811.660815
  nChanged 10
		SP:Iteration 24Q (2732.460000 sec): 3 clusters
  Score: Raw -351558.626212 + Penalty 2742.539407 = -348816.086805
  nChanged 13
		SP:Iteration 25Q (2732.630000 sec): 3 clusters
  Score: Raw -351562.290023 + Penalty 2742.539407 = -348819.750616
  nChanged 7
		SP:Iteration 26Q (2732.820000 sec): 3 clusters
  Score: Raw -351563.669251 + Penalty 2742.539407 = -348821.129844
  nChanged 5
		SP:Iteration 27Q (2733.070000 sec): 3 clusters
  Score: Raw -351565.147223 + Penalty 2742.539407 = -348822.607816
  nChanged 4
		SP:Iteration 28Q (2733.260000 sec): 3 clusters
  Score: Raw -351566.606347 + Penalty 2742.539407 = -348824.066940
  nChanged 6
		SP:Iteration 29Q (2733.450000 sec): 3 clusters
  Score: Raw -351567.992965 + Penalty 2742.539407 = -348825.453558
  nChanged 4
		SP:Iteration 30Q (2733.670000 sec): 3 clusters
  Score: Raw -351568.941146 + Penalty 2742.539407 = -348826.401739
  nChanged 3
		SP:Iteration 31Q (2733.890000 sec): 3 clusters
  Score: Raw -351569.681841 + Penalty 2742.539407 = -348827.142433
  nChanged 2
		SP:Iteration 32Q (2734.090000 sec): 3 clusters
  Score: Raw -351570.413310 + Penalty 2742.539407 = -348827.873902
  nChanged 2
		SP:Iteration 33Q (2734.270000 sec): 3 clusters
  Score: Raw -351571.104219 + Penalty 2742.539407 = -348828.564812
  nChanged 3
		SP:Iteration 34Q (2734.450000 sec): 3 clusters
  Score: Raw -351572.569516 + Penalty 2742.539407 = -348830.030109
  nChanged 0
		SP:Iteration 35F (2734.610000 sec): 3 clusters
  Score: Raw -351572.569516 + Penalty 2742.539407 = -348830.030109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2734.710000 sec): 2 clusters
  Score: Raw -48625.609956 + Penalty 1055.725936 = -47569.884020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2734.850000 sec): 3 clusters
  Score: Raw -48492.172213 + Penalty 2111.451872 = -46380.720341
  nChanged 175
		SP:Iteration 1F (2735.040000 sec): 3 clusters
  Score: Raw -48796.911826 + Penalty 2111.451872 = -46685.459954
  nChanged 46
		SP:Iteration 2F (2735.190000 sec): 3 clusters
  Score: Raw -48890.124756 + Penalty 2111.451872 = -46778.672884
  nChanged 28
		SP:Iteration 3Q (2735.370000 sec): 3 clusters
  Score: Raw -48942.528512 + Penalty 2111.451872 = -46831.076640
  nChanged 16
		SP:Iteration 4Q (2735.550000 sec): 3 clusters
  Score: Raw -48969.786039 + Penalty 2111.451872 = -46858.334167
  nChanged 11
		SP:Iteration 5Q (2735.710000 sec): 3 clusters
  Score: Raw -48985.726783 + Penalty 2111.451872 = -46874.274911
  nChanged 5
		SP:Iteration 6Q (2735.890000 sec): 3 clusters
  Score: Raw -48990.989355 + Penalty 2111.451872 = -46879.537483
  nChanged 5
		SP:Iteration 7Q (2736.050000 sec): 3 clusters
  Score: Raw -48997.647456 + Penalty 2111.451872 = -46886.195584
  nChanged 10
		SP:Iteration 8Q (2736.240000 sec): 3 clusters
  Score: Raw -49017.267636 + Penalty 2111.451872 = -46905.815764
  nChanged 4
		SP:Iteration 9Q (2736.380000 sec): 3 clusters
  Score: Raw -49029.346780 + Penalty 2111.451872 = -46917.894908
  nChanged 5
		SP:Iteration 10Q (2736.560000 sec): 3 clusters
  Score: Raw -49036.107560 + Penalty 2111.451872 = -46924.655688
  nChanged 3
		SP:Iteration 11Q (2736.690000 sec): 3 clusters
  Score: Raw -49039.836471 + Penalty 2111.451872 = -46928.384599
  nChanged 2
		SP:Iteration 12Q (2736.850000 sec): 3 clusters
  Score: Raw -49043.279554 + Penalty 2111.451872 = -46931.827682
  nChanged 3
		SP:Iteration 13Q (2737.050000 sec): 3 clusters
  Score: Raw -49048.587689 + Penalty 2111.451872 = -46937.135817
  nChanged 5
		SP:Iteration 14Q (2737.230000 sec): 3 clusters
  Score: Raw -49057.973161 + Penalty 2111.451872 = -46946.521289
  nChanged 3
		SP:Iteration 15Q (2737.400000 sec): 3 clusters
  Score: Raw -49060.315150 + Penalty 2111.451872 = -46948.863278
  nChanged 4
		SP:Iteration 16Q (2737.520000 sec): 3 clusters
  Score: Raw -49064.195629 + Penalty 2111.451872 = -46952.743757
  nChanged 1
		SP:Iteration 17Q (2737.710000 sec): 3 clusters
  Score: Raw -49064.854351 + Penalty 2111.451872 = -46953.402480
  nChanged 2
		SP:Iteration 18Q (2737.900000 sec): 3 clusters
  Score: Raw -49065.850139 + Penalty 2111.451872 = -46954.398267
  nChanged 2
		SP:Iteration 19Q (2738.100000 sec): 3 clusters
  Score: Raw -49068.761870 + Penalty 2111.451872 = -46957.309998
  nChanged 3
		SP:Iteration 20F (2738.310000 sec): 3 clusters
  Score: Raw -49074.713715 + Penalty 2111.451872 = -46963.261843
  nChanged 3
		SP:Iteration 21Q (2738.520000 sec): 3 clusters
  Score: Raw -49080.692971 + Penalty 2111.451872 = -46969.241099
  nChanged 3
		SP:Iteration 22Q (2738.660000 sec): 3 clusters
  Score: Raw -49084.170553 + Penalty 2111.451872 = -46972.718682
  nChanged 0
		SP:Iteration 23F (2738.820000 sec): 3 clusters
  Score: Raw -49084.170553 + Penalty 2111.451872 = -46972.718682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2738.990000 sec): 2 clusters
  Score: Raw -1548352.338543 + Penalty 1599.891736 = -1546752.446807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2739.300000 sec): 3 clusters
  Score: Raw -1536980.796566 + Penalty 3199.783473 = -1533781.013094
  nChanged 8575
		SP:Iteration 1F (2739.620000 sec): 3 clusters
  Score: Raw -1541601.723963 + Penalty 3199.783473 = -1538401.940491
  nChanged 1066
		SP:Iteration 2F (2739.860000 sec): 3 clusters
  Score: Raw -1542070.543820 + Penalty 3199.783473 = -1538870.760347
  nChanged 1001
		SP:Iteration 3F (2740.170000 sec): 3 clusters
  Score: Raw -1542535.132946 + Penalty 3199.783473 = -1539335.349473
  nChanged 934
		SP:Iteration 4Q (2740.460000 sec): 3 clusters
  Score: Raw -1542990.113471 + Penalty 3199.783473 = -1539790.329999
  nChanged 917
		SP:Iteration 5Q (2740.740000 sec): 3 clusters
  Score: Raw -1543396.648692 + Penalty 3199.783473 = -1540196.865220
  nChanged 842
		SP:Iteration 6Q (2741.020000 sec): 3 clusters
  Score: Raw -1543729.385201 + Penalty 3199.783473 = -1540529.601728
  nChanged 807
		SP:Iteration 7Q (2741.290000 sec): 3 clusters
  Score: Raw -1544028.459680 + Penalty 3199.783473 = -1540828.676208
  nChanged 662
		SP:Iteration 8Q (2741.560000 sec): 3 clusters
  Score: Raw -1544269.662926 + Penalty 3199.783473 = -1541069.879453
  nChanged 605
		SP:Iteration 9Q (2741.870000 sec): 3 clusters
  Score: Raw -1544480.430789 + Penalty 3199.783473 = -1541280.647316
  nChanged 563
		SP:Iteration 10Q (2742.140000 sec): 3 clusters
  Score: Raw -1544672.311878 + Penalty 3199.783473 = -1541472.528406
  nChanged 543
		SP:Iteration 11Q (2742.400000 sec): 3 clusters
  Score: Raw -1544866.387060 + Penalty 3199.783473 = -1541666.603588
  nChanged 519
		SP:Iteration 12Q (2742.660000 sec): 3 clusters
  Score: Raw -1545066.518527 + Penalty 3199.783473 = -1541866.735054
  nChanged 533
		SP:Iteration 13Q (2743.000000 sec): 3 clusters
  Score: Raw -1545274.704798 + Penalty 3199.783473 = -1542074.921325
  nChanged 503
		SP:Iteration 14Q (2743.290000 sec): 3 clusters
  Score: Raw -1545475.320933 + Penalty 3199.783473 = -1542275.537460
  nChanged 460
		SP:Iteration 15Q (2743.530000 sec): 3 clusters
  Score: Raw -1545625.578729 + Penalty 3199.783473 = -1542425.795256
  nChanged 351
		SP:Iteration 16Q (2743.820000 sec): 3 clusters
  Score: Raw -1545721.772498 + Penalty 3199.783473 = -1542521.989025
  nChanged 317
		SP:Iteration 17Q (2744.130000 sec): 3 clusters
  Score: Raw -1545791.581679 + Penalty 3199.783473 = -1542591.798207
  nChanged 256
		SP:Iteration 18Q (2744.380000 sec): 3 clusters
  Score: Raw -1545842.776826 + Penalty 3199.783473 = -1542642.993354
  nChanged 205
		SP:Iteration 19Q (2744.700000 sec): 3 clusters
  Score: Raw -1545879.476911 + Penalty 3199.783473 = -1542679.693438
  nChanged 164
		SP:Iteration 20F (2745.000000 sec): 3 clusters
  Score: Raw -1545906.267973 + Penalty 3199.783473 = -1542706.484501
  nChanged 137
		SP:Iteration 21Q (2745.240000 sec): 3 clusters
  Score: Raw -1545924.887762 + Penalty 3199.783473 = -1542725.104289
  nChanged 115
		SP:Iteration 22Q (2745.580000 sec): 3 clusters
  Score: Raw -1545939.015036 + Penalty 3199.783473 = -1542739.231564
  nChanged 90
		SP:Iteration 23Q (2745.890000 sec): 3 clusters
  Score: Raw -1545949.655743 + Penalty 3199.783473 = -1542749.872270
  nChanged 82
		SP:Iteration 24Q (2746.160000 sec): 3 clusters
  Score: Raw -1545959.662527 + Penalty 3199.783473 = -1542759.879055
  nChanged 84
		SP:Iteration 25Q (2746.510000 sec): 3 clusters
  Score: Raw -1545968.379621 + Penalty 3199.783473 = -1542768.596148
  nChanged 71
		SP:Iteration 26Q (2746.800000 sec): 3 clusters
  Score: Raw -1545975.727867 + Penalty 3199.783473 = -1542775.944394
  nChanged 63
		SP:Iteration 27Q (2747.100000 sec): 3 clusters
  Score: Raw -1545982.691641 + Penalty 3199.783473 = -1542782.908169
  nChanged 63
		SP:Iteration 28Q (2747.400000 sec): 3 clusters
  Score: Raw -1545990.117024 + Penalty 3199.783473 = -1542790.333551
  nChanged 76
		SP:Iteration 29Q (2747.700000 sec): 3 clusters
  Score: Raw -1545997.915242 + Penalty 3199.783473 = -1542798.131769
  nChanged 71
		SP:Iteration 30Q (2747.950000 sec): 3 clusters
  Score: Raw -1546005.901389 + Penalty 3199.783473 = -1542806.117917
  nChanged 63
		SP:Iteration 31Q (2748.310000 sec): 3 clusters
  Score: Raw -1546012.589217 + Penalty 3199.783473 = -1542812.805744
  nChanged 70
		SP:Iteration 32Q (2748.570000 sec): 3 clusters
  Score: Raw -1546019.426507 + Penalty 3199.783473 = -1542819.643035
  nChanged 59
		SP:Iteration 33Q (2748.860000 sec): 3 clusters
  Score: Raw -1546024.310989 + Penalty 3199.783473 = -1542824.527516
  nChanged 49
		SP:Iteration 34Q (2749.140000 sec): 3 clusters
  Score: Raw -1546028.662693 + Penalty 3199.783473 = -1542828.879220
  nChanged 52
		SP:Iteration 35Q (2749.440000 sec): 3 clusters
  Score: Raw -1546033.970226 + Penalty 3199.783473 = -1542834.186754
  nChanged 49
		SP:Iteration 36Q (2749.720000 sec): 3 clusters
  Score: Raw -1546039.832027 + Penalty 3199.783473 = -1542840.048554
  nChanged 49
		SP:Iteration 37Q (2749.940000 sec): 3 clusters
  Score: Raw -1546045.086954 + Penalty 3199.783473 = -1542845.303481
  nChanged 53
		SP:Iteration 38Q (2750.260000 sec): 3 clusters
  Score: Raw -1546050.266511 + Penalty 3199.783473 = -1542850.483038
  nChanged 60
		SP:Iteration 39Q (2750.560000 sec): 3 clusters
  Score: Raw -1546055.538538 + Penalty 3199.783473 = -1542855.755065
  nChanged 54
		SP:Iteration 40F (2750.840000 sec): 3 clusters
  Score: Raw -1546060.322059 + Penalty 3199.783473 = -1542860.538587
  nChanged 37
		SP:Iteration 41Q (2751.130000 sec): 3 clusters
  Score: Raw -1546063.884029 + Penalty 3199.783473 = -1542864.100557
  nChanged 47
		SP:Iteration 42Q (2751.370000 sec): 3 clusters
  Score: Raw -1546069.537322 + Penalty 3199.783473 = -1542869.753849
  nChanged 64
		SP:Iteration 43Q (2751.690000 sec): 3 clusters
  Score: Raw -1546077.054420 + Penalty 3199.783473 = -1542877.270947
  nChanged 56
		SP:Iteration 44Q (2751.940000 sec): 3 clusters
  Score: Raw -1546081.860445 + Penalty 3199.783473 = -1542882.076972
  nChanged 45
		SP:Iteration 45Q (2752.200000 sec): 3 clusters
  Score: Raw -1546085.331337 + Penalty 3199.783473 = -1542885.547865
  nChanged 39
		SP:Iteration 46Q (2752.440000 sec): 3 clusters
  Score: Raw -1546089.511142 + Penalty 3199.783473 = -1542889.727669
  nChanged 48
		SP:Iteration 47Q (2752.700000 sec): 3 clusters
  Score: Raw -1546094.105457 + Penalty 3199.783473 = -1542894.321985
  nChanged 52
		SP:Iteration 48Q (2752.990000 sec): 3 clusters
  Score: Raw -1546099.648984 + Penalty 3199.783473 = -1542899.865511
  nChanged 56
		SP:Iteration 49Q (2753.260000 sec): 3 clusters
  Score: Raw -1546106.184234 + Penalty 3199.783473 = -1542906.400761
  nChanged 68
		SP:Iteration 50Q (2753.440000 sec): 3 clusters
  Score: Raw -1546113.648058 + Penalty 3199.783473 = -1542913.864586
  nChanged 69
		SP:Iteration 51Q (2753.760000 sec): 3 clusters
  Score: Raw -1546120.252606 + Penalty 3199.783473 = -1542920.469133
  nChanged 58
		SP:Iteration 52Q (2753.960000 sec): 3 clusters
  Score: Raw -1546126.424101 + Penalty 3199.783473 = -1542926.640629
  nChanged 48
		SP:Iteration 53Q (2754.220000 sec): 3 clusters
  Score: Raw -1546132.883649 + Penalty 3199.783473 = -1542933.100177
  nChanged 78
		SP:Iteration 54Q (2754.500000 sec): 3 clusters
  Score: Raw -1546141.956973 + Penalty 3199.783473 = -1542942.173500
  nChanged 61
		SP:Iteration 55Q (2754.750000 sec): 3 clusters
  Score: Raw -1546148.374124 + Penalty 3199.783473 = -1542948.590651
  nChanged 64
		SP:Iteration 56Q (2755.010000 sec): 3 clusters
  Score: Raw -1546155.312532 + Penalty 3199.783473 = -1542955.529060
  nChanged 70
		SP:Iteration 57Q (2755.310000 sec): 3 clusters
  Score: Raw -1546164.355878 + Penalty 3199.783473 = -1542964.572405
  nChanged 86
		SP:Iteration 58Q (2755.640000 sec): 3 clusters
  Score: Raw -1546175.303748 + Penalty 3199.783473 = -1542975.520276
  nChanged 82
		SP:Iteration 59Q (2755.870000 sec): 3 clusters
  Score: Raw -1546185.518121 + Penalty 3199.783473 = -1542985.734648
  nChanged 90
		SP:Iteration 60F (2756.130000 sec): 3 clusters
  Score: Raw -1546197.302144 + Penalty 3199.783473 = -1542997.518671
  nChanged 91
		SP:Iteration 61Q (2756.360000 sec): 3 clusters
  Score: Raw -1546209.350421 + Penalty 3199.783473 = -1543009.566949
  nChanged 93
		SP:Iteration 62Q (2756.700000 sec): 3 clusters
  Score: Raw -1546220.637627 + Penalty 3199.783473 = -1543020.854155
  nChanged 89
		SP:Iteration 63Q (2756.950000 sec): 3 clusters
  Score: Raw -1546232.668745 + Penalty 3199.783473 = -1543032.885272
  nChanged 84
		SP:Iteration 64Q (2757.180000 sec): 3 clusters
  Score: Raw -1546243.824091 + Penalty 3199.783473 = -1543044.040618
  nChanged 89
		SP:Iteration 65Q (2757.440000 sec): 3 clusters
  Score: Raw -1546254.441255 + Penalty 3199.783473 = -1543054.657783
  nChanged 79
		SP:Iteration 66Q (2757.760000 sec): 3 clusters
  Score: Raw -1546263.172307 + Penalty 3199.783473 = -1543063.388835
  nChanged 72
		SP:Iteration 67Q (2757.990000 sec): 3 clusters
  Score: Raw -1546271.508212 + Penalty 3199.783473 = -1543071.724740
  nChanged 75
		SP:Iteration 68Q (2758.220000 sec): 3 clusters
  Score: Raw -1546280.386077 + Penalty 3199.783473 = -1543080.602604
  nChanged 73
		SP:Iteration 69Q (2758.550000 sec): 3 clusters
  Score: Raw -1546288.613264 + Penalty 3199.783473 = -1543088.829791
  nChanged 74
		SP:Iteration 70Q (2758.790000 sec): 3 clusters
  Score: Raw -1546297.735363 + Penalty 3199.783473 = -1543097.951890
  nChanged 76
		SP:Iteration 71Q (2759.050000 sec): 3 clusters
  Score: Raw -1546307.842969 + Penalty 3199.783473 = -1543108.059497
  nChanged 71
		SP:Iteration 72Q (2759.290000 sec): 3 clusters
  Score: Raw -1546317.169201 + Penalty 3199.783473 = -1543117.385728
  nChanged 73
		SP:Iteration 73Q (2759.560000 sec): 3 clusters
  Score: Raw -1546327.469279 + Penalty 3199.783473 = -1543127.685806
  nChanged 73
		SP:Iteration 74Q (2759.840000 sec): 3 clusters
  Score: Raw -1546338.785135 + Penalty 3199.783473 = -1543139.001662
  nChanged 89
		SP:Iteration 75Q (2760.110000 sec): 3 clusters
  Score: Raw -1546351.255221 + Penalty 3199.783473 = -1543151.471748
  nChanged 80
		SP:Iteration 76Q (2760.380000 sec): 3 clusters
  Score: Raw -1546361.753696 + Penalty 3199.783473 = -1543161.970224
  nChanged 87
		SP:Iteration 77Q (2760.690000 sec): 3 clusters
  Score: Raw -1546374.477321 + Penalty 3199.783473 = -1543174.693848
  nChanged 98
		SP:Iteration 78Q (2760.930000 sec): 3 clusters
  Score: Raw -1546388.640649 + Penalty 3199.783473 = -1543188.857177
  nChanged 102
		SP:Iteration 79Q (2761.190000 sec): 3 clusters
  Score: Raw -1546406.165539 + Penalty 3199.783473 = -1543206.382067
  nChanged 113
		SP:Iteration 80F (2761.480000 sec): 3 clusters
  Score: Raw -1546427.439432 + Penalty 3199.783473 = -1543227.655960
  nChanged 106
		SP:Iteration 81Q (2761.830000 sec): 3 clusters
  Score: Raw -1546447.414257 + Penalty 3199.783473 = -1543247.630784
  nChanged 129
		SP:Iteration 82Q (2762.080000 sec): 3 clusters
  Score: Raw -1546470.364788 + Penalty 3199.783473 = -1543270.581315
  nChanged 111
		SP:Iteration 83Q (2762.390000 sec): 3 clusters
  Score: Raw -1546491.389031 + Penalty 3199.783473 = -1543291.605559
  nChanged 133
		SP:Iteration 84Q (2762.700000 sec): 3 clusters
  Score: Raw -1546518.811894 + Penalty 3199.783473 = -1543319.028421
  nChanged 157
		SP:Iteration 85Q (2762.980000 sec): 3 clusters
  Score: Raw -1546552.617678 + Penalty 3199.783473 = -1543352.834205
  nChanged 154
		SP:Iteration 86Q (2763.240000 sec): 3 clusters
  Score: Raw -1546585.075672 + Penalty 3199.783473 = -1543385.292200
  nChanged 163
		SP:Iteration 87Q (2763.500000 sec): 3 clusters
  Score: Raw -1546622.499935 + Penalty 3199.783473 = -1543422.716462
  nChanged 156
		SP:Iteration 88Q (2763.720000 sec): 3 clusters
  Score: Raw -1546661.688576 + Penalty 3199.783473 = -1543461.905104
  nChanged 174
		SP:Iteration 89Q (2764.010000 sec): 3 clusters
  Score: Raw -1546704.236190 + Penalty 3199.783473 = -1543504.452717
  nChanged 166
		SP:Iteration 90Q (2764.250000 sec): 3 clusters
  Score: Raw -1546750.440618 + Penalty 3199.783473 = -1543550.657146
  nChanged 171
		SP:Iteration 91Q (2764.530000 sec): 3 clusters
  Score: Raw -1546800.143499 + Penalty 3199.783473 = -1543600.360026
  nChanged 188
		SP:Iteration 92Q (2764.740000 sec): 3 clusters
  Score: Raw -1546858.427138 + Penalty 3199.783473 = -1543658.643665
  nChanged 195
		SP:Iteration 93Q (2765.000000 sec): 3 clusters
  Score: Raw -1546922.835272 + Penalty 3199.783473 = -1543723.051800
  nChanged 212
		SP:Iteration 94Q (2765.300000 sec): 3 clusters
  Score: Raw -1546991.055087 + Penalty 3199.783473 = -1543791.271615
  nChanged 203
		SP:Iteration 95Q (2765.560000 sec): 3 clusters
  Score: Raw -1547056.521085 + Penalty 3199.783473 = -1543856.737613
  nChanged 205
		SP:Iteration 96Q (2765.840000 sec): 3 clusters
  Score: Raw -1547125.182157 + Penalty 3199.783473 = -1543925.398684
  nChanged 210
		SP:Iteration 97Q (2766.090000 sec): 3 clusters
  Score: Raw -1547196.700998 + Penalty 3199.783473 = -1543996.917526
  nChanged 211
		SP:Iteration 98Q (2766.400000 sec): 3 clusters
  Score: Raw -1547274.558146 + Penalty 3199.783473 = -1544074.774673
  nChanged 198
		SP:Iteration 99Q (2766.660000 sec): 3 clusters
  Score: Raw -1547353.061819 + Penalty 3199.783473 = -1544153.278346
  nChanged 209
		SP:Iteration 100F (2766.920000 sec): 3 clusters
  Score: Raw -1547434.841859 + Penalty 3199.783473 = -1544235.058387
  nChanged 194
		SP:Iteration 101Q (2767.230000 sec): 3 clusters
  Score: Raw -1547509.688825 + Penalty 3199.783473 = -1544309.905352
  nChanged 185
		SP:Iteration 102Q (2767.480000 sec): 3 clusters
  Score: Raw -1547574.095579 + Penalty 3199.783473 = -1544374.312106
  nChanged 167
		SP:Iteration 103Q (2767.760000 sec): 3 clusters
  Score: Raw -1547633.393097 + Penalty 3199.783473 = -1544433.609625
  nChanged 138
		SP:Iteration 104Q (2767.970000 sec): 3 clusters
  Score: Raw -1547688.216219 + Penalty 3199.783473 = -1544488.432746
  nChanged 156
		SP:Iteration 105Q (2768.220000 sec): 3 clusters
  Score: Raw -1547752.675346 + Penalty 3199.783473 = -1544552.891874
  nChanged 162
		SP:Iteration 106Q (2768.470000 sec): 3 clusters
  Score: Raw -1547819.285182 + Penalty 3199.783473 = -1544619.501710
  nChanged 159
		SP:Iteration 107Q (2768.710000 sec): 3 clusters
  Score: Raw -1547892.015102 + Penalty 3199.783473 = -1544692.231629
  nChanged 159
		SP:Iteration 108Q (2768.980000 sec): 3 clusters
  Score: Raw -1547970.019702 + Penalty 3199.783473 = -1544770.236229
  nChanged 160
		SP:Iteration 109Q (2769.200000 sec): 3 clusters
  Score: Raw -1548042.955993 + Penalty 3199.783473 = -1544843.172521
  nChanged 130
		SP:Iteration 110Q (2769.430000 sec): 3 clusters
  Score: Raw -1548102.116771 + Penalty 3199.783473 = -1544902.333298
  nChanged 115
		SP:Iteration 111Q (2769.700000 sec): 3 clusters
  Score: Raw -1548152.887278 + Penalty 3199.783473 = -1544953.103805
  nChanged 98
		SP:Iteration 112Q (2769.950000 sec): 3 clusters
  Score: Raw -1548192.458309 + Penalty 3199.783473 = -1544992.674836
  nChanged 92
		SP:Iteration 113Q (2770.260000 sec): 3 clusters
  Score: Raw -1548228.736693 + Penalty 3199.783473 = -1545028.953220
  nChanged 69
		SP:Iteration 114Q (2770.530000 sec): 3 clusters
  Score: Raw -1548259.434351 + Penalty 3199.783473 = -1545059.650878
  nChanged 70
		SP:Iteration 115Q (2770.760000 sec): 3 clusters
  Score: Raw -1548294.478227 + Penalty 3199.783473 = -1545094.694755
  nChanged 79
		SP:Iteration 116Q (2771.040000 sec): 3 clusters
  Score: Raw -1548332.991809 + Penalty 3199.783473 = -1545133.208336
  nChanged 61
		SP:Iteration 117Q (2771.320000 sec): 3 clusters
  Score: Raw -1548363.967641 + Penalty 3199.783473 = -1545164.184168
  nChanged 49
		SP:Iteration 118Q (2771.590000 sec): 3 clusters
  Score: Raw -1548384.078385 + Penalty 3199.783473 = -1545184.294912
  nChanged 39
		SP:Iteration 119Q (2771.820000 sec): 3 clusters
  Score: Raw -1548399.315273 + Penalty 3199.783473 = -1545199.531801
  nChanged 34
		SP:Iteration 120F (2772.110000 sec): 3 clusters
  Score: Raw -1548413.875941 + Penalty 3199.783473 = -1545214.092468
  nChanged 25
		SP:Iteration 121Q (2772.380000 sec): 3 clusters
  Score: Raw -1548424.269449 + Penalty 3199.783473 = -1545224.485976
  nChanged 28
		SP:Iteration 122Q (2772.620000 sec): 3 clusters
  Score: Raw -1548438.205847 + Penalty 3199.783473 = -1545238.422374
  nChanged 33
		SP:Iteration 123Q (2772.910000 sec): 3 clusters
  Score: Raw -1548452.539092 + Penalty 3199.783473 = -1545252.755619
  nChanged 27
		SP:Iteration 124Q (2773.160000 sec): 3 clusters
  Score: Raw -1548463.921028 + Penalty 3199.783473 = -1545264.137555
  nChanged 24
		SP:Iteration 125Q (2773.440000 sec): 3 clusters
  Score: Raw -1548476.286430 + Penalty 3199.783473 = -1545276.502958
  nChanged 20
		SP:Iteration 126Q (2773.750000 sec): 3 clusters
  Score: Raw -1548482.782446 + Penalty 3199.783473 = -1545282.998973
  nChanged 17
		SP:Iteration 127Q (2773.980000 sec): 3 clusters
  Score: Raw -1548489.400776 + Penalty 3199.783473 = -1545289.617304
  nChanged 16
		SP:Iteration 128Q (2774.280000 sec): 3 clusters
  Score: Raw -1548496.298580 + Penalty 3199.783473 = -1545296.515108
  nChanged 15
		SP:Iteration 129Q (2774.560000 sec): 3 clusters
  Score: Raw -1548504.654754 + Penalty 3199.783473 = -1545304.871281
  nChanged 20
		SP:Iteration 130Q (2774.850000 sec): 3 clusters
  Score: Raw -1548516.047876 + Penalty 3199.783473 = -1545316.264404
  nChanged 17
		SP:Iteration 131Q (2775.120000 sec): 3 clusters
  Score: Raw -1548526.715394 + Penalty 3199.783473 = -1545326.931921
  nChanged 16
		SP:Iteration 132Q (2775.340000 sec): 3 clusters
  Score: Raw -1548536.632273 + Penalty 3199.783473 = -1545336.848800
  nChanged 22
		SP:Iteration 133Q (2775.640000 sec): 3 clusters
  Score: Raw -1548548.052520 + Penalty 3199.783473 = -1545348.269047
  nChanged 14
		SP:Iteration 134Q (2775.870000 sec): 3 clusters
  Score: Raw -1548555.666691 + Penalty 3199.783473 = -1545355.883219
  nChanged 12
		SP:Iteration 135Q (2776.140000 sec): 3 clusters
  Score: Raw -1548561.323620 + Penalty 3199.783473 = -1545361.540147
  nChanged 9
		SP:Iteration 136Q (2776.460000 sec): 3 clusters
  Score: Raw -1548564.408442 + Penalty 3199.783473 = -1545364.624969
  nChanged 6
		SP:Iteration 137Q (2776.670000 sec): 3 clusters
  Score: Raw -1548566.082281 + Penalty 3199.783473 = -1545366.298809
  nChanged 0
		SP:Iteration 138F (2776.900000 sec): 3 clusters
  Score: Raw -1548566.082281 + Penalty 3199.783473 = -1545366.298809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2777.060000 sec): 2 clusters
  Score: Raw -46387.379683 + Penalty 1037.045103 = -45350.334580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2777.230000 sec): 3 clusters
  Score: Raw -46267.288110 + Penalty 2074.090206 = -44193.197904
  nChanged 144
		SP:Iteration 1F (2777.400000 sec): 3 clusters
  Score: Raw -46456.553072 + Penalty 2074.090206 = -44382.462866
  nChanged 39
		SP:Iteration 2F (2777.610000 sec): 3 clusters
  Score: Raw -46536.145371 + Penalty 2074.090206 = -44462.055166
  nChanged 15
		SP:Iteration 3Q (2777.830000 sec): 3 clusters
  Score: Raw -46566.747406 + Penalty 2074.090206 = -44492.657201
  nChanged 12
		SP:Iteration 4Q (2777.960000 sec): 3 clusters
  Score: Raw -46586.714224 + Penalty 2074.090206 = -44512.624018
  nChanged 10
		SP:Iteration 5Q (2778.140000 sec): 3 clusters
  Score: Raw -46610.206122 + Penalty 2074.090206 = -44536.115916
  nChanged 15
		SP:Iteration 6Q (2778.310000 sec): 3 clusters
  Score: Raw -46631.034145 + Penalty 2074.090206 = -44556.943939
  nChanged 11
		SP:Iteration 7Q (2778.490000 sec): 3 clusters
  Score: Raw -46650.367433 + Penalty 2074.090206 = -44576.277227
  nChanged 8
		SP:Iteration 8Q (2778.680000 sec): 3 clusters
  Score: Raw -46663.271672 + Penalty 2074.090206 = -44589.181466
  nChanged 8
		SP:Iteration 9Q (2778.880000 sec): 3 clusters
  Score: Raw -46680.691168 + Penalty 2074.090206 = -44606.600962
  nChanged 8
		SP:Iteration 10Q (2779.050000 sec): 3 clusters
  Score: Raw -46705.110170 + Penalty 2074.090206 = -44631.019965
  nChanged 15
		SP:Iteration 11Q (2779.210000 sec): 3 clusters
  Score: Raw -46761.395401 + Penalty 2074.090206 = -44687.305195
  nChanged 21
		SP:Iteration 12Q (2779.430000 sec): 3 clusters
  Score: Raw -46852.289655 + Penalty 2074.090206 = -44778.199449
  nChanged 18
		SP:Iteration 13Q (2779.610000 sec): 3 clusters
  Score: Raw -46912.321910 + Penalty 2074.090206 = -44838.231705
  nChanged 21
		SP:Iteration 14Q (2779.760000 sec): 3 clusters
  Score: Raw -46970.045875 + Penalty 2074.090206 = -44895.955670
  nChanged 17
		SP:Iteration 15Q (2779.960000 sec): 3 clusters
  Score: Raw -47012.636728 + Penalty 2074.090206 = -44938.546523
  nChanged 15
		SP:Iteration 16Q (2780.110000 sec): 3 clusters
  Score: Raw -47039.425488 + Penalty 2074.090206 = -44965.335282
  nChanged 5
		SP:Iteration 17Q (2780.270000 sec): 3 clusters
  Score: Raw -47051.731275 + Penalty 2074.090206 = -44977.641070
  nChanged 5
		SP:Iteration 18Q (2780.480000 sec): 3 clusters
  Score: Raw -47058.262431 + Penalty 2074.090206 = -44984.172225
  nChanged 1
		SP:Iteration 19Q (2780.640000 sec): 3 clusters
  Score: Raw -47059.132492 + Penalty 2074.090206 = -44985.042287
  nChanged 0
		SP:Iteration 20F (2780.830000 sec): 3 clusters
  Score: Raw -47059.132492 + Penalty 2074.090206 = -44985.042287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (10106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2780.930000 sec): 2 clusters
  Score: Raw -840358.419438 + Penalty 1498.393745 = -838860.025693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2781.190000 sec): 3 clusters
  Score: Raw -834570.003679 + Penalty 2996.787490 = -831573.216189
  nChanged 4393
		SP:Iteration 1F (2781.430000 sec): 3 clusters
  Score: Raw -837161.212287 + Penalty 2996.787490 = -834164.424797
  nChanged 781
		SP:Iteration 2F (2781.700000 sec): 3 clusters
  Score: Raw -837754.382689 + Penalty 2996.787490 = -834757.595199
  nChanged 838
		SP:Iteration 3F (2781.880000 sec): 3 clusters
  Score: Raw -838589.452553 + Penalty 2996.787490 = -835592.665063
  nChanged 896
		SP:Iteration 4F (2782.150000 sec): 3 clusters
  Score: Raw -839476.772071 + Penalty 2996.787490 = -836479.984581
  nChanged 807
		SP:Iteration 5F (2782.380000 sec): 3 clusters
  Score: Raw -840152.549228 + Penalty 2996.787490 = -837155.761737
  nChanged 606
		SP:Iteration 6F (2782.640000 sec): 3 clusters
  Score: Raw -840559.068608 + Penalty 2996.787490 = -837562.281118
  nChanged 386
		SP:Iteration 7Q (2782.840000 sec): 3 clusters
  Score: Raw -840734.452525 + Penalty 2996.787490 = -837737.665035
  nChanged 234
		SP:Iteration 8Q (2783.100000 sec): 3 clusters
  Score: Raw -840820.602365 + Penalty 2996.787490 = -837823.814874
  nChanged 166
		SP:Iteration 9Q (2783.330000 sec): 3 clusters
  Score: Raw -840873.135585 + Penalty 2996.787490 = -837876.348095
  nChanged 121
		SP:Iteration 10Q (2783.600000 sec): 3 clusters
  Score: Raw -840901.318437 + Penalty 2996.787490 = -837904.530947
  nChanged 74
		SP:Iteration 11Q (2783.850000 sec): 3 clusters
  Score: Raw -840914.916134 + Penalty 2996.787490 = -837918.128643
  nChanged 41
		SP:Iteration 12Q (2784.100000 sec): 3 clusters
  Score: Raw -840921.822524 + Penalty 2996.787490 = -837925.035034
  nChanged 40
		SP:Iteration 13Q (2784.360000 sec): 3 clusters
  Score: Raw -840928.259050 + Penalty 2996.787490 = -837931.471560
  nChanged 17
		SP:Iteration 14Q (2784.570000 sec): 3 clusters
  Score: Raw -840931.196995 + Penalty 2996.787490 = -837934.409504
  nChanged 14
		SP:Iteration 15Q (2784.840000 sec): 3 clusters
  Score: Raw -840932.900577 + Penalty 2996.787490 = -837936.113086
  nChanged 8
		SP:Iteration 16Q (2785.070000 sec): 3 clusters
  Score: Raw -840933.593262 + Penalty 2996.787490 = -837936.805771
  nChanged 7
		SP:Iteration 17Q (2785.290000 sec): 3 clusters
  Score: Raw -840934.345563 + Penalty 2996.787490 = -837937.558073
  nChanged 7
		SP:Iteration 18Q (2785.520000 sec): 3 clusters
  Score: Raw -840935.132415 + Penalty 2996.787490 = -837938.344925
  nChanged 5
		SP:Iteration 19Q (2785.760000 sec): 3 clusters
  Score: Raw -840935.727491 + Penalty 2996.787490 = -837938.940000
  nChanged 4
		SP:Iteration 20F (2786.000000 sec): 3 clusters
  Score: Raw -840936.309275 + Penalty 2996.787490 = -837939.521785
  nChanged 4
		SP:Iteration 21Q (2786.290000 sec): 3 clusters
  Score: Raw -840936.803477 + Penalty 2996.787490 = -837940.015987
  nChanged 4
		SP:Iteration 22Q (2786.470000 sec): 3 clusters
  Score: Raw -840937.453136 + Penalty 2996.787490 = -837940.665645
  nChanged 5
		SP:Iteration 23Q (2786.720000 sec): 3 clusters
  Score: Raw -840938.531807 + Penalty 2996.787490 = -837941.744316
  nChanged 10
		SP:Iteration 24Q (2786.950000 sec): 3 clusters
  Score: Raw -840940.089832 + Penalty 2996.787490 = -837943.302341
  nChanged 14
		SP:Iteration 25Q (2787.160000 sec): 3 clusters
  Score: Raw -840941.397729 + Penalty 2996.787490 = -837944.610239
  nChanged 4
		SP:Iteration 26Q (2787.400000 sec): 3 clusters
  Score: Raw -840941.761795 + Penalty 2996.787490 = -837944.974305
  nChanged 6
		SP:Iteration 27Q (2787.600000 sec): 3 clusters
  Score: Raw -840942.431280 + Penalty 2996.787490 = -837945.643790
  nChanged 5
		SP:Iteration 28Q (2787.840000 sec): 3 clusters
  Score: Raw -840942.878586 + Penalty 2996.787490 = -837946.091096
  nChanged 3
		SP:Iteration 29Q (2788.110000 sec): 3 clusters
  Score: Raw -840943.224606 + Penalty 2996.787490 = -837946.437115
  nChanged 2
		SP:Iteration 30Q (2788.320000 sec): 3 clusters
  Score: Raw -840943.387752 + Penalty 2996.787490 = -837946.600261
  nChanged 2
		SP:Iteration 31Q (2788.610000 sec): 3 clusters
  Score: Raw -840943.624723 + Penalty 2996.787490 = -837946.837232
  nChanged 1
		SP:Iteration 32Q (2788.830000 sec): 3 clusters
  Score: Raw -840943.697029 + Penalty 2996.787490 = -837946.909539
  nChanged 1
		SP:Iteration 33Q (2789.090000 sec): 3 clusters
  Score: Raw -840943.819481 + Penalty 2996.787490 = -837947.031991
  nChanged 2
		SP:Iteration 34Q (2789.340000 sec): 3 clusters
  Score: Raw -840944.049381 + Penalty 2996.787490 = -837947.261890
  nChanged 1
		SP:Iteration 35Q (2789.550000 sec): 3 clusters
  Score: Raw -840944.169230 + Penalty 2996.787490 = -837947.381740
  nChanged 0
		SP:Iteration 36F (2789.840000 sec): 3 clusters
  Score: Raw -840944.169230 + Penalty 2996.787490 = -837947.381740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2789.950000 sec): 2 clusters
  Score: Raw -291011.831843 + Penalty 1330.571680 = -289681.260163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2790.150000 sec): 3 clusters
  Score: Raw -289297.492795 + Penalty 2661.143360 = -286636.349435
  nChanged 1424
		SP:Iteration 1F (2790.310000 sec): 3 clusters
  Score: Raw -290515.912373 + Penalty 2661.143360 = -287854.769013
  nChanged 393
		SP:Iteration 2F (2790.530000 sec): 3 clusters
  Score: Raw -291080.921545 + Penalty 2661.143360 = -288419.778185
  nChanged 364
		SP:Iteration 3F (2790.760000 sec): 3 clusters
  Score: Raw -291571.709879 + Penalty 2661.143360 = -288910.566519
  nChanged 303
		SP:Iteration 4F (2790.950000 sec): 3 clusters
  Score: Raw -291904.914983 + Penalty 2661.143360 = -289243.771623
  nChanged 179
		SP:Iteration 5Q (2791.210000 sec): 3 clusters
  Score: Raw -292057.929154 + Penalty 2661.143360 = -289396.785794
  nChanged 118
		SP:Iteration 6Q (2791.390000 sec): 3 clusters
  Score: Raw -292134.670728 + Penalty 2661.143360 = -289473.527368
  nChanged 72
		SP:Iteration 7Q (2791.600000 sec): 3 clusters
  Score: Raw -292173.403186 + Penalty 2661.143360 = -289512.259826
  nChanged 39
		SP:Iteration 8Q (2791.790000 sec): 3 clusters
  Score: Raw -292192.838103 + Penalty 2661.143360 = -289531.694743
  nChanged 25
		SP:Iteration 9Q (2792.000000 sec): 3 clusters
  Score: Raw -292208.297283 + Penalty 2661.143360 = -289547.153923
  nChanged 18
		SP:Iteration 10Q (2792.200000 sec): 3 clusters
  Score: Raw -292217.305757 + Penalty 2661.143360 = -289556.162398
  nChanged 13
		SP:Iteration 11Q (2792.390000 sec): 3 clusters
  Score: Raw -292222.220825 + Penalty 2661.143360 = -289561.077466
  nChanged 8
		SP:Iteration 12Q (2792.570000 sec): 3 clusters
  Score: Raw -292224.491648 + Penalty 2661.143360 = -289563.348288
  nChanged 9
		SP:Iteration 13Q (2792.770000 sec): 3 clusters
  Score: Raw -292227.995720 + Penalty 2661.143360 = -289566.852360
  nChanged 7
		SP:Iteration 14Q (2792.970000 sec): 3 clusters
  Score: Raw -292230.035843 + Penalty 2661.143360 = -289568.892483
  nChanged 2
		SP:Iteration 15Q (2793.190000 sec): 3 clusters
  Score: Raw -292231.010562 + Penalty 2661.143360 = -289569.867202
  nChanged 4
		SP:Iteration 16Q (2793.420000 sec): 3 clusters
  Score: Raw -292232.491215 + Penalty 2661.143360 = -289571.347856
  nChanged 3
		SP:Iteration 17Q (2793.630000 sec): 3 clusters
  Score: Raw -292233.903857 + Penalty 2661.143360 = -289572.760498
  nChanged 1
		SP:Iteration 18Q (2793.810000 sec): 3 clusters
  Score: Raw -292234.508092 + Penalty 2661.143360 = -289573.364732
  nChanged 2
		SP:Iteration 19Q (2793.980000 sec): 3 clusters
  Score: Raw -292235.413725 + Penalty 2661.143360 = -289574.270365
  nChanged 1
		SP:Iteration 20F (2794.200000 sec): 3 clusters
  Score: Raw -292235.689869 + Penalty 2661.143360 = -289574.546509
  nChanged 2
		SP:Iteration 21Q (2794.350000 sec): 3 clusters
  Score: Raw -292236.402653 + Penalty 2661.143360 = -289575.259293
  nChanged 1
		SP:Iteration 22Q (2794.560000 sec): 3 clusters
  Score: Raw -292236.545579 + Penalty 2661.143360 = -289575.402219
  nChanged 1
		SP:Iteration 23Q (2794.740000 sec): 3 clusters
  Score: Raw -292236.728185 + Penalty 2661.143360 = -289575.584826
  nChanged 1
		SP:Iteration 24Q (2794.970000 sec): 3 clusters
  Score: Raw -292237.582985 + Penalty 2661.143360 = -289576.439626
  nChanged 3
		SP:Iteration 25Q (2795.130000 sec): 3 clusters
  Score: Raw -292238.800399 + Penalty 2661.143360 = -289577.657039
  nChanged 3
		SP:Iteration 26Q (2795.330000 sec): 3 clusters
  Score: Raw -292240.571117 + Penalty 2661.143360 = -289579.427757
  nChanged 6
		SP:Iteration 27Q (2795.550000 sec): 3 clusters
  Score: Raw -292242.679955 + Penalty 2661.143360 = -289581.536595
  nChanged 4
		SP:Iteration 28Q (2795.740000 sec): 3 clusters
  Score: Raw -292243.562800 + Penalty 2661.143360 = -289582.419440
  nChanged 2
		SP:Iteration 29Q (2795.940000 sec): 3 clusters
  Score: Raw -292244.058829 + Penalty 2661.143360 = -289582.915469
  nChanged 5
		SP:Iteration 30Q (2796.140000 sec): 3 clusters
  Score: Raw -292246.453714 + Penalty 2661.143360 = -289585.310354
  nChanged 8
		SP:Iteration 31Q (2796.350000 sec): 3 clusters
  Score: Raw -292251.107052 + Penalty 2661.143360 = -289589.963692
  nChanged 9
		SP:Iteration 32Q (2796.540000 sec): 3 clusters
  Score: Raw -292255.044830 + Penalty 2661.143360 = -289593.901470
  nChanged 2
		SP:Iteration 33Q (2796.760000 sec): 3 clusters
  Score: Raw -292255.665903 + Penalty 2661.143360 = -289594.522544
  nChanged 0
		SP:Iteration 34F (2796.920000 sec): 3 clusters
  Score: Raw -292255.665903 + Penalty 2661.143360 = -289594.522544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (8404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2797.050000 sec): 2 clusters
  Score: Raw -650482.762489 + Penalty 1468.425248 = -649014.337241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2797.260000 sec): 3 clusters
  Score: Raw -645820.034251 + Penalty 2936.850495 = -642883.183756
  nChanged 3569
		SP:Iteration 1F (2797.470000 sec): 3 clusters
  Score: Raw -647869.992785 + Penalty 2936.850495 = -644933.142290
  nChanged 620
		SP:Iteration 2F (2797.730000 sec): 3 clusters
  Score: Raw -648243.333952 + Penalty 2936.850495 = -645306.483457
  nChanged 536
		SP:Iteration 3F (2797.950000 sec): 3 clusters
  Score: Raw -648589.701153 + Penalty 2936.850495 = -645652.850658
  nChanged 499
		SP:Iteration 4F (2798.200000 sec): 3 clusters
  Score: Raw -648936.917109 + Penalty 2936.850495 = -646000.066614
  nChanged 490
		SP:Iteration 5F (2798.420000 sec): 3 clusters
  Score: Raw -649260.576538 + Penalty 2936.850495 = -646323.726043
  nChanged 431
		SP:Iteration 6F (2798.650000 sec): 3 clusters
  Score: Raw -649538.075062 + Penalty 2936.850495 = -646601.224566
  nChanged 391
		SP:Iteration 7Q (2798.870000 sec): 3 clusters
  Score: Raw -649760.611839 + Penalty 2936.850495 = -646823.761344
  nChanged 322
		SP:Iteration 8Q (2799.120000 sec): 3 clusters
  Score: Raw -649922.644292 + Penalty 2936.850495 = -646985.793797
  nChanged 265
		SP:Iteration 9Q (2799.300000 sec): 3 clusters
  Score: Raw -650044.930937 + Penalty 2936.850495 = -647108.080442
  nChanged 193
		SP:Iteration 10Q (2799.520000 sec): 3 clusters
  Score: Raw -650127.826850 + Penalty 2936.850495 = -647190.976355
  nChanged 180
		SP:Iteration 11Q (2799.740000 sec): 3 clusters
  Score: Raw -650205.686340 + Penalty 2936.850495 = -647268.835845
  nChanged 180
		SP:Iteration 12Q (2799.950000 sec): 3 clusters
  Score: Raw -650282.582010 + Penalty 2936.850495 = -647345.731514
  nChanged 163
		SP:Iteration 13Q (2800.190000 sec): 3 clusters
  Score: Raw -650353.797615 + Penalty 2936.850495 = -647416.947120
  nChanged 168
		SP:Iteration 14Q (2800.380000 sec): 3 clusters
  Score: Raw -650442.127004 + Penalty 2936.850495 = -647505.276509
  nChanged 176
		SP:Iteration 15Q (2800.620000 sec): 3 clusters
  Score: Raw -650532.902066 + Penalty 2936.850495 = -647596.051571
  nChanged 167
		SP:Iteration 16Q (2800.840000 sec): 3 clusters
  Score: Raw -650623.472065 + Penalty 2936.850495 = -647686.621570
  nChanged 145
		SP:Iteration 17Q (2801.070000 sec): 3 clusters
  Score: Raw -650699.822906 + Penalty 2936.850495 = -647762.972411
  nChanged 111
		SP:Iteration 18Q (2801.260000 sec): 3 clusters
  Score: Raw -650755.254445 + Penalty 2936.850495 = -647818.403949
  nChanged 116
		SP:Iteration 19Q (2801.470000 sec): 3 clusters
  Score: Raw -650811.148556 + Penalty 2936.850495 = -647874.298060
  nChanged 90
		SP:Iteration 20F (2801.720000 sec): 3 clusters
  Score: Raw -650851.658465 + Penalty 2936.850495 = -647914.807970
  nChanged 86
		SP:Iteration 21Q (2801.950000 sec): 3 clusters
  Score: Raw -650883.216941 + Penalty 2936.850495 = -647946.366446
  nChanged 62
		SP:Iteration 22Q (2802.180000 sec): 3 clusters
  Score: Raw -650900.794996 + Penalty 2936.850495 = -647963.944501
  nChanged 47
		SP:Iteration 23Q (2802.390000 sec): 3 clusters
  Score: Raw -650915.051101 + Penalty 2936.850495 = -647978.200605
  nChanged 43
		SP:Iteration 24Q (2802.630000 sec): 3 clusters
  Score: Raw -650932.933324 + Penalty 2936.850495 = -647996.082829
  nChanged 57
		SP:Iteration 25Q (2802.840000 sec): 3 clusters
  Score: Raw -650952.632267 + Penalty 2936.850495 = -648015.781772
  nChanged 38
		SP:Iteration 26Q (2803.100000 sec): 3 clusters
  Score: Raw -650969.463566 + Penalty 2936.850495 = -648032.613071
  nChanged 43
		SP:Iteration 27Q (2803.270000 sec): 3 clusters
  Score: Raw -650988.362763 + Penalty 2936.850495 = -648051.512268
  nChanged 37
		SP:Iteration 28Q (2803.500000 sec): 3 clusters
  Score: Raw -651005.476219 + Penalty 2936.850495 = -648068.625724
  nChanged 38
		SP:Iteration 29Q (2803.740000 sec): 3 clusters
  Score: Raw -651019.879904 + Penalty 2936.850495 = -648083.029409
  nChanged 38
		SP:Iteration 30Q (2803.950000 sec): 3 clusters
  Score: Raw -651034.836566 + Penalty 2936.850495 = -648097.986071
  nChanged 40
		SP:Iteration 31Q (2804.170000 sec): 3 clusters
  Score: Raw -651048.866107 + Penalty 2936.850495 = -648112.015611
  nChanged 33
		SP:Iteration 32Q (2804.410000 sec): 3 clusters
  Score: Raw -651059.343598 + Penalty 2936.850495 = -648122.493103
  nChanged 31
		SP:Iteration 33Q (2804.600000 sec): 3 clusters
  Score: Raw -651070.099316 + Penalty 2936.850495 = -648133.248821
  nChanged 36
		SP:Iteration 34Q (2804.840000 sec): 3 clusters
  Score: Raw -651081.884053 + Penalty 2936.850495 = -648145.033558
  nChanged 32
		SP:Iteration 35Q (2805.020000 sec): 3 clusters
  Score: Raw -651090.150332 + Penalty 2936.850495 = -648153.299837
  nChanged 21
		SP:Iteration 36Q (2805.240000 sec): 3 clusters
  Score: Raw -651096.111827 + Penalty 2936.850495 = -648159.261332
  nChanged 24
		SP:Iteration 37Q (2805.450000 sec): 3 clusters
  Score: Raw -651101.404153 + Penalty 2936.850495 = -648164.553658
  nChanged 11
		SP:Iteration 38Q (2805.680000 sec): 3 clusters
  Score: Raw -651104.073537 + Penalty 2936.850495 = -648167.223042
  nChanged 7
		SP:Iteration 39Q (2805.880000 sec): 3 clusters
  Score: Raw -651105.921012 + Penalty 2936.850495 = -648169.070517
  nChanged 6
		SP:Iteration 40F (2806.090000 sec): 3 clusters
  Score: Raw -651107.086929 + Penalty 2936.850495 = -648170.236434
  nChanged 6
		SP:Iteration 41Q (2806.280000 sec): 3 clusters
  Score: Raw -651109.126927 + Penalty 2936.850495 = -648172.276432
  nChanged 7
		SP:Iteration 42Q (2806.500000 sec): 3 clusters
  Score: Raw -651111.067270 + Penalty 2936.850495 = -648174.216775
  nChanged 6
		SP:Iteration 43Q (2806.720000 sec): 3 clusters
  Score: Raw -651112.765118 + Penalty 2936.850495 = -648175.914623
  nChanged 5
		SP:Iteration 44Q (2806.970000 sec): 3 clusters
  Score: Raw -651113.561161 + Penalty 2936.850495 = -648176.710666
  nChanged 5
		SP:Iteration 45Q (2807.190000 sec): 3 clusters
  Score: Raw -651114.281060 + Penalty 2936.850495 = -648177.430565
  nChanged 5
		SP:Iteration 46Q (2807.440000 sec): 3 clusters
  Score: Raw -651115.127124 + Penalty 2936.850495 = -648178.276629
  nChanged 4
		SP:Iteration 47Q (2807.660000 sec): 3 clusters
  Score: Raw -651115.904121 + Penalty 2936.850495 = -648179.053625
  nChanged 2
		SP:Iteration 48Q (2807.860000 sec): 3 clusters
  Score: Raw -651116.450383 + Penalty 2936.850495 = -648179.599887
  nChanged 4
		SP:Iteration 49Q (2808.110000 sec): 3 clusters
  Score: Raw -651117.059264 + Penalty 2936.850495 = -648180.208769
  nChanged 2
		SP:Iteration 50Q (2808.370000 sec): 3 clusters
  Score: Raw -651117.218987 + Penalty 2936.850495 = -648180.368492
  nChanged 0
		SP:Iteration 51F (2808.610000 sec): 3 clusters
  Score: Raw -651117.218987 + Penalty 2936.850495 = -648180.368492
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (2806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2808.750000 sec): 2 clusters
  Score: Raw -182153.175463 + Penalty 1290.171230 = -180863.004233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2808.930000 sec): 3 clusters
  Score: Raw -180885.682953 + Penalty 2580.342460 = -178305.340493
  nChanged 1072
		SP:Iteration 1F (2809.120000 sec): 3 clusters
  Score: Raw -181764.731382 + Penalty 2580.342460 = -179184.388923
  nChanged 301
		SP:Iteration 2F (2809.310000 sec): 3 clusters
  Score: Raw -182075.140782 + Penalty 2580.342460 = -179494.798323
  nChanged 202
		SP:Iteration 3F (2809.550000 sec): 3 clusters
  Score: Raw -182296.622406 + Penalty 2580.342460 = -179716.279947
  nChanged 163
		SP:Iteration 4F (2809.750000 sec): 3 clusters
  Score: Raw -182439.464183 + Penalty 2580.342460 = -179859.121724
  nChanged 126
		SP:Iteration 5Q (2809.920000 sec): 3 clusters
  Score: Raw -182577.797819 + Penalty 2580.342460 = -179997.455359
  nChanged 131
		SP:Iteration 6Q (2810.100000 sec): 3 clusters
  Score: Raw -182756.683249 + Penalty 2580.342460 = -180176.340790
  nChanged 115
		SP:Iteration 7Q (2810.280000 sec): 3 clusters
  Score: Raw -182908.550820 + Penalty 2580.342460 = -180328.208360
  nChanged 114
		SP:Iteration 8Q (2810.450000 sec): 3 clusters
  Score: Raw -183083.140039 + Penalty 2580.342460 = -180502.797580
  nChanged 104
		SP:Iteration 9Q (2810.660000 sec): 3 clusters
  Score: Raw -183275.798562 + Penalty 2580.342460 = -180695.456103
  nChanged 111
		SP:Iteration 10Q (2810.820000 sec): 3 clusters
  Score: Raw -183557.729021 + Penalty 2580.342460 = -180977.386561
  nChanged 117
		SP:Iteration 11Q (2811.040000 sec): 3 clusters
  Score: Raw -183872.226239 + Penalty 2580.342460 = -181291.883780
  nChanged 116
		SP:Iteration 12Q (2811.240000 sec): 3 clusters
  Score: Raw -184028.469143 + Penalty 2580.342460 = -181448.126684
  nChanged 80
		SP:Iteration 13Q (2811.470000 sec): 3 clusters
  Score: Raw -184121.596211 + Penalty 2580.342460 = -181541.253752
  nChanged 76
		SP:Iteration 14Q (2811.650000 sec): 3 clusters
  Score: Raw -184219.477845 + Penalty 2580.342460 = -181639.135386
  nChanged 80
		SP:Iteration 15Q (2811.800000 sec): 3 clusters
  Score: Raw -184321.120606 + Penalty 2580.342460 = -181740.778146
  nChanged 64
		SP:Iteration 16Q (2812.030000 sec): 3 clusters
  Score: Raw -184390.893632 + Penalty 2580.342460 = -181810.551172
  nChanged 40
		SP:Iteration 17Q (2812.190000 sec): 3 clusters
  Score: Raw -184442.331010 + Penalty 2580.342460 = -181861.988550
  nChanged 32
		SP:Iteration 18Q (2812.390000 sec): 3 clusters
  Score: Raw -184483.228742 + Penalty 2580.342460 = -181902.886282
  nChanged 21
		SP:Iteration 19Q (2812.530000 sec): 3 clusters
  Score: Raw -184535.650514 + Penalty 2580.342460 = -181955.308055
  nChanged 18
		SP:Iteration 20F (2812.730000 sec): 3 clusters
  Score: Raw -184589.744559 + Penalty 2580.342460 = -182009.402100
  nChanged 26
		SP:Iteration 21Q (2812.890000 sec): 3 clusters
  Score: Raw -184677.570083 + Penalty 2580.342460 = -182097.227623
  nChanged 21
		SP:Iteration 22Q (2813.050000 sec): 3 clusters
  Score: Raw -184744.717509 + Penalty 2580.342460 = -182164.375049
  nChanged 15
		SP:Iteration 23Q (2813.270000 sec): 3 clusters
  Score: Raw -184781.252664 + Penalty 2580.342460 = -182200.910204
  nChanged 12
		SP:Iteration 24Q (2813.450000 sec): 3 clusters
  Score: Raw -184845.331034 + Penalty 2580.342460 = -182264.988574
  nChanged 13
		SP:Iteration 25Q (2813.620000 sec): 3 clusters
  Score: Raw -184907.565252 + Penalty 2580.342460 = -182327.222792
  nChanged 9
		SP:Iteration 26Q (2813.860000 sec): 3 clusters
  Score: Raw -184919.834626 + Penalty 2580.342460 = -182339.492166
  nChanged 3
		SP:Iteration 27Q (2814.080000 sec): 3 clusters
  Score: Raw -184921.602667 + Penalty 2580.342460 = -182341.260207
  nChanged 2
		SP:Iteration 28Q (2814.250000 sec): 3 clusters
  Score: Raw -184922.507121 + Penalty 2580.342460 = -182342.164661
  nChanged 0
		SP:Iteration 29F (2814.430000 sec): 3 clusters
  Score: Raw -184922.507121 + Penalty 2580.342460 = -182342.164661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (4319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2814.550000 sec): 2 clusters
  Score: Raw -347414.448448 + Penalty 1360.251616 = -346054.196832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2814.760000 sec): 3 clusters
  Score: Raw -345183.494428 + Penalty 2720.503231 = -342462.991197
  nChanged 1727
		SP:Iteration 1F (2814.990000 sec): 3 clusters
  Score: Raw -346149.486960 + Penalty 2720.503231 = -343428.983728
  nChanged 386
		SP:Iteration 2F (2815.240000 sec): 3 clusters
  Score: Raw -346534.992455 + Penalty 2720.503231 = -343814.489224
  nChanged 370
		SP:Iteration 3F (2815.410000 sec): 3 clusters
  Score: Raw -346946.012567 + Penalty 2720.503231 = -344225.509336
  nChanged 362
		SP:Iteration 4F (2815.600000 sec): 3 clusters
  Score: Raw -347388.385110 + Penalty 2720.503231 = -344667.881879
  nChanged 363
		SP:Iteration 5F (2815.820000 sec): 3 clusters
  Score: Raw -348006.471998 + Penalty 2720.503231 = -345285.968766
  nChanged 316
		SP:Iteration 6F (2816.020000 sec): 3 clusters
  Score: Raw -348661.948309 + Penalty 2720.503231 = -345941.445078
  nChanged 292
		SP:Iteration 7F (2816.240000 sec): 3 clusters
  Score: Raw -349540.777475 + Penalty 2720.503231 = -346820.274244
  nChanged 289
		SP:Iteration 8F (2816.440000 sec): 3 clusters
  Score: Raw -350777.397263 + Penalty 2720.503231 = -348056.894032
  nChanged 201
		SP:Iteration 9Q (2816.660000 sec): 3 clusters
  Score: Raw -352378.745384 + Penalty 2720.503231 = -349658.242152
  nChanged 38
		SP:Iteration 10Q (2816.820000 sec): 3 clusters
  Score: Raw -352641.650465 + Penalty 2720.503231 = -349921.147234
  nChanged 2
		SP:Iteration 11Q (2817.000000 sec): 3 clusters
  Score: Raw -352643.795554 + Penalty 2720.503231 = -349923.292323
  nChanged 0
		SP:Iteration 12F (2817.190000 sec): 3 clusters
  Score: Raw -352643.795554 + Penalty 2720.503231 = -349923.292323
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (7636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2817.300000 sec): 2 clusters
  Score: Raw -617507.373388 + Penalty 1452.852243 = -616054.521145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2817.520000 sec): 3 clusters
  Score: Raw -613412.305342 + Penalty 2905.704485 = -610506.600857
  nChanged 3213
		SP:Iteration 1F (2817.700000 sec): 3 clusters
  Score: Raw -615203.940468 + Penalty 2905.704485 = -612298.235983
  nChanged 536
		SP:Iteration 2F (2817.910000 sec): 3 clusters
  Score: Raw -615512.827759 + Penalty 2905.704485 = -612607.123274
  nChanged 514
		SP:Iteration 3F (2818.090000 sec): 3 clusters
  Score: Raw -615873.232587 + Penalty 2905.704485 = -612967.528102
  nChanged 560
		SP:Iteration 4F (2818.310000 sec): 3 clusters
  Score: Raw -616301.769931 + Penalty 2905.704485 = -613396.065446
  nChanged 495
		SP:Iteration 5F (2818.520000 sec): 3 clusters
  Score: Raw -616731.930428 + Penalty 2905.704485 = -613826.225943
  nChanged 517
		SP:Iteration 6F (2818.720000 sec): 3 clusters
  Score: Raw -617103.442014 + Penalty 2905.704485 = -614197.737529
  nChanged 375
		SP:Iteration 7Q (2818.920000 sec): 3 clusters
  Score: Raw -617296.558369 + Penalty 2905.704485 = -614390.853884
  nChanged 243
		SP:Iteration 8Q (2819.150000 sec): 3 clusters
  Score: Raw -617407.531468 + Penalty 2905.704485 = -614501.826983
  nChanged 191
		SP:Iteration 9Q (2819.400000 sec): 3 clusters
  Score: Raw -617498.234154 + Penalty 2905.704485 = -614592.529669
  nChanged 144
		SP:Iteration 10Q (2819.610000 sec): 3 clusters
  Score: Raw -617546.902636 + Penalty 2905.704485 = -614641.198151
  nChanged 96
		SP:Iteration 11Q (2819.820000 sec): 3 clusters
  Score: Raw -617575.348026 + Penalty 2905.704485 = -614669.643541
  nChanged 78
		SP:Iteration 12Q (2820.020000 sec): 3 clusters
  Score: Raw -617596.719346 + Penalty 2905.704485 = -614691.014861
  nChanged 52
		SP:Iteration 13Q (2820.230000 sec): 3 clusters
  Score: Raw -617607.657600 + Penalty 2905.704485 = -614701.953114
  nChanged 37
		SP:Iteration 14Q (2820.450000 sec): 3 clusters
  Score: Raw -617616.000011 + Penalty 2905.704485 = -614710.295526
  nChanged 41
		SP:Iteration 15Q (2820.670000 sec): 3 clusters
  Score: Raw -617624.232028 + Penalty 2905.704485 = -614718.527543
  nChanged 35
		SP:Iteration 16Q (2820.910000 sec): 3 clusters
  Score: Raw -617632.421844 + Penalty 2905.704485 = -614726.717359
  nChanged 30
		SP:Iteration 17Q (2821.130000 sec): 3 clusters
  Score: Raw -617638.010133 + Penalty 2905.704485 = -614732.305648
  nChanged 25
		SP:Iteration 18Q (2821.350000 sec): 3 clusters
  Score: Raw -617643.894222 + Penalty 2905.704485 = -614738.189737
  nChanged 18
		SP:Iteration 19Q (2821.560000 sec): 3 clusters
  Score: Raw -617647.570933 + Penalty 2905.704485 = -614741.866448
  nChanged 15
		SP:Iteration 20F (2821.770000 sec): 3 clusters
  Score: Raw -617650.101390 + Penalty 2905.704485 = -614744.396905
  nChanged 9
		SP:Iteration 21Q (2822.000000 sec): 3 clusters
  Score: Raw -617651.582873 + Penalty 2905.704485 = -614745.878388
  nChanged 5
		SP:Iteration 22Q (2822.210000 sec): 3 clusters
  Score: Raw -617652.264335 + Penalty 2905.704485 = -614746.559850
  nChanged 6
		SP:Iteration 23Q (2822.440000 sec): 3 clusters
  Score: Raw -617653.526213 + Penalty 2905.704485 = -614747.821728
  nChanged 7
		SP:Iteration 24Q (2822.670000 sec): 3 clusters
  Score: Raw -617654.614612 + Penalty 2905.704485 = -614748.910127
  nChanged 3
		SP:Iteration 25Q (2822.880000 sec): 3 clusters
  Score: Raw -617654.936205 + Penalty 2905.704485 = -614749.231719
  nChanged 1
		SP:Iteration 26Q (2823.100000 sec): 3 clusters
  Score: Raw -617655.117996 + Penalty 2905.704485 = -614749.413511
  nChanged 0
		SP:Iteration 27F (2823.360000 sec): 3 clusters
  Score: Raw -617655.117996 + Penalty 2905.704485 = -614749.413511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (5552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2823.450000 sec): 2 clusters
  Score: Raw -403526.096550 + Penalty 1401.060944 = -402125.035606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2823.710000 sec): 3 clusters
  Score: Raw -400587.147262 + Penalty 2802.121888 = -397785.025374
  nChanged 2313
		SP:Iteration 1F (2823.920000 sec): 3 clusters
  Score: Raw -402005.807492 + Penalty 2802.121888 = -399203.685604
  nChanged 458
		SP:Iteration 2F (2824.130000 sec): 3 clusters
  Score: Raw -402257.185690 + Penalty 2802.121888 = -399455.063802
  nChanged 324
		SP:Iteration 3F (2824.340000 sec): 3 clusters
  Score: Raw -402429.996673 + Penalty 2802.121888 = -399627.874785
  nChanged 229
		SP:Iteration 4Q (2824.600000 sec): 3 clusters
  Score: Raw -402547.957571 + Penalty 2802.121888 = -399745.835683
  nChanged 217
		SP:Iteration 5Q (2824.820000 sec): 3 clusters
  Score: Raw -402665.520571 + Penalty 2802.121888 = -399863.398683
  nChanged 195
		SP:Iteration 6Q (2824.960000 sec): 3 clusters
  Score: Raw -402781.032079 + Penalty 2802.121888 = -399978.910191
  nChanged 193
		SP:Iteration 7Q (2825.140000 sec): 3 clusters
  Score: Raw -402884.186955 + Penalty 2802.121888 = -400082.065067
  nChanged 185
		SP:Iteration 8Q (2825.320000 sec): 3 clusters
  Score: Raw -402986.186784 + Penalty 2802.121888 = -400184.064896
  nChanged 183
		SP:Iteration 9Q (2825.570000 sec): 3 clusters
  Score: Raw -403081.345563 + Penalty 2802.121888 = -400279.223675
  nChanged 160
		SP:Iteration 10Q (2825.730000 sec): 3 clusters
  Score: Raw -403176.265539 + Penalty 2802.121888 = -400374.143651
  nChanged 150
		SP:Iteration 11Q (2825.910000 sec): 3 clusters
  Score: Raw -403267.804868 + Penalty 2802.121888 = -400465.682980
  nChanged 154
		SP:Iteration 12Q (2826.110000 sec): 3 clusters
  Score: Raw -403384.808878 + Penalty 2802.121888 = -400582.686990
  nChanged 174
		SP:Iteration 13Q (2826.300000 sec): 3 clusters
  Score: Raw -403536.297263 + Penalty 2802.121888 = -400734.175375
  nChanged 169
		SP:Iteration 14Q (2826.520000 sec): 3 clusters
  Score: Raw -403672.924307 + Penalty 2802.121888 = -400870.802419
  nChanged 140
		SP:Iteration 15Q (2826.710000 sec): 3 clusters
  Score: Raw -403769.910255 + Penalty 2802.121888 = -400967.788367
  nChanged 123
		SP:Iteration 16Q (2826.920000 sec): 3 clusters
  Score: Raw -403840.526579 + Penalty 2802.121888 = -401038.404690
  nChanged 103
		SP:Iteration 17Q (2827.110000 sec): 3 clusters
  Score: Raw -403888.626233 + Penalty 2802.121888 = -401086.504345
  nChanged 77
		SP:Iteration 18Q (2827.330000 sec): 3 clusters
  Score: Raw -403928.072477 + Penalty 2802.121888 = -401125.950589
  nChanged 75
		SP:Iteration 19Q (2827.540000 sec): 3 clusters
  Score: Raw -403962.618621 + Penalty 2802.121888 = -401160.496733
  nChanged 63
		SP:Iteration 20F (2827.770000 sec): 3 clusters
  Score: Raw -403994.204971 + Penalty 2802.121888 = -401192.083083
  nChanged 57
		SP:Iteration 21Q (2827.960000 sec): 3 clusters
  Score: Raw -404020.100575 + Penalty 2802.121888 = -401217.978686
  nChanged 53
		SP:Iteration 22Q (2828.180000 sec): 3 clusters
  Score: Raw -404043.451289 + Penalty 2802.121888 = -401241.329401
  nChanged 50
		SP:Iteration 23Q (2828.410000 sec): 3 clusters
  Score: Raw -404060.051170 + Penalty 2802.121888 = -401257.929282
  nChanged 29
		SP:Iteration 24Q (2828.580000 sec): 3 clusters
  Score: Raw -404068.367498 + Penalty 2802.121888 = -401266.245610
  nChanged 24
		SP:Iteration 25Q (2828.790000 sec): 3 clusters
  Score: Raw -404075.979928 + Penalty 2802.121888 = -401273.858040
  nChanged 18
		SP:Iteration 26Q (2828.990000 sec): 3 clusters
  Score: Raw -404080.385656 + Penalty 2802.121888 = -401278.263767
  nChanged 14
		SP:Iteration 27Q (2829.260000 sec): 3 clusters
  Score: Raw -404084.489812 + Penalty 2802.121888 = -401282.367924
  nChanged 17
		SP:Iteration 28Q (2829.460000 sec): 3 clusters
  Score: Raw -404091.409317 + Penalty 2802.121888 = -401289.287429
  nChanged 14
		SP:Iteration 29Q (2829.660000 sec): 3 clusters
  Score: Raw -404100.762170 + Penalty 2802.121888 = -401298.640282
  nChanged 17
		SP:Iteration 30Q (2829.870000 sec): 3 clusters
  Score: Raw -404108.754370 + Penalty 2802.121888 = -401306.632482
  nChanged 19
		SP:Iteration 31Q (2830.060000 sec): 3 clusters
  Score: Raw -404114.504889 + Penalty 2802.121888 = -401312.383001
  nChanged 12
		SP:Iteration 32Q (2830.240000 sec): 3 clusters
  Score: Raw -404117.719003 + Penalty 2802.121888 = -401315.597114
  nChanged 7
		SP:Iteration 33Q (2830.450000 sec): 3 clusters
  Score: Raw -404119.080409 + Penalty 2802.121888 = -401316.958521
  nChanged 5
		SP:Iteration 34Q (2830.630000 sec): 3 clusters
  Score: Raw -404119.854524 + Penalty 2802.121888 = -401317.732635
  nChanged 5
		SP:Iteration 35Q (2830.830000 sec): 3 clusters
  Score: Raw -404120.948290 + Penalty 2802.121888 = -401318.826402
  nChanged 3
		SP:Iteration 36Q (2831.030000 sec): 3 clusters
  Score: Raw -404121.937723 + Penalty 2802.121888 = -401319.815835
  nChanged 3
		SP:Iteration 37Q (2831.230000 sec): 3 clusters
  Score: Raw -404122.477395 + Penalty 2802.121888 = -401320.355507
  nChanged 3
		SP:Iteration 38Q (2831.410000 sec): 3 clusters
  Score: Raw -404123.297077 + Penalty 2802.121888 = -401321.175188
  nChanged 6
		SP:Iteration 39Q (2831.610000 sec): 3 clusters
  Score: Raw -404124.621301 + Penalty 2802.121888 = -401322.499413
  nChanged 4
		SP:Iteration 40F (2831.880000 sec): 3 clusters
  Score: Raw -404126.578169 + Penalty 2802.121888 = -401324.456280
  nChanged 9
		SP:Iteration 41Q (2832.060000 sec): 3 clusters
  Score: Raw -404129.616258 + Penalty 2802.121888 = -401327.494370
  nChanged 11
		SP:Iteration 42Q (2832.280000 sec): 3 clusters
  Score: Raw -404131.772612 + Penalty 2802.121888 = -401329.650724
  nChanged 3
		SP:Iteration 43Q (2832.430000 sec): 3 clusters
  Score: Raw -404132.494786 + Penalty 2802.121888 = -401330.372897
  nChanged 3
		SP:Iteration 44Q (2832.660000 sec): 3 clusters
  Score: Raw -404133.071207 + Penalty 2802.121888 = -401330.949319
  nChanged 0
		SP:Iteration 45F (2832.880000 sec): 3 clusters
  Score: Raw -404133.071207 + Penalty 2802.121888 = -401330.949319
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2832.980000 sec): 2 clusters
  Score: Raw -275441.274931 + Penalty 1319.498997 = -274121.775934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2833.170000 sec): 3 clusters
  Score: Raw -273853.997693 + Penalty 2638.997994 = -271214.999699
  nChanged 1280
		SP:Iteration 1F (2833.320000 sec): 3 clusters
  Score: Raw -274698.882774 + Penalty 2638.997994 = -272059.884780
  nChanged 340
		SP:Iteration 2F (2833.520000 sec): 3 clusters
  Score: Raw -275081.872176 + Penalty 2638.997994 = -272442.874182
  nChanged 339
		SP:Iteration 3F (2833.710000 sec): 3 clusters
  Score: Raw -275514.837424 + Penalty 2638.997994 = -272875.839430
  nChanged 260
		SP:Iteration 4F (2833.930000 sec): 3 clusters
  Score: Raw -275806.226584 + Penalty 2638.997994 = -273167.228590
  nChanged 181
		SP:Iteration 5F (2834.090000 sec): 3 clusters
  Score: Raw -275965.745881 + Penalty 2638.997994 = -273326.747887
  nChanged 119
		SP:Iteration 6Q (2834.300000 sec): 3 clusters
  Score: Raw -276044.330090 + Penalty 2638.997994 = -273405.332096
  nChanged 80
		SP:Iteration 7Q (2834.510000 sec): 3 clusters
  Score: Raw -276087.213361 + Penalty 2638.997994 = -273448.215367
  nChanged 58
		SP:Iteration 8Q (2834.690000 sec): 3 clusters
  Score: Raw -276116.148288 + Penalty 2638.997994 = -273477.150294
  nChanged 34
		SP:Iteration 9Q (2834.870000 sec): 3 clusters
  Score: Raw -276131.188820 + Penalty 2638.997994 = -273492.190826
  nChanged 23
		SP:Iteration 10Q (2835.040000 sec): 3 clusters
  Score: Raw -276141.229247 + Penalty 2638.997994 = -273502.231253
  nChanged 18
		SP:Iteration 11Q (2835.230000 sec): 3 clusters
  Score: Raw -276149.665332 + Penalty 2638.997994 = -273510.667338
  nChanged 14
		SP:Iteration 12Q (2835.370000 sec): 3 clusters
  Score: Raw -276153.863187 + Penalty 2638.997994 = -273514.865193
  nChanged 12
		SP:Iteration 13Q (2835.560000 sec): 3 clusters
  Score: Raw -276157.975994 + Penalty 2638.997994 = -273518.978000
  nChanged 10
		SP:Iteration 14Q (2835.710000 sec): 3 clusters
  Score: Raw -276160.738463 + Penalty 2638.997994 = -273521.740469
  nChanged 6
		SP:Iteration 15Q (2835.910000 sec): 3 clusters
  Score: Raw -276162.684763 + Penalty 2638.997994 = -273523.686769
  nChanged 8
		SP:Iteration 16Q (2836.120000 sec): 3 clusters
  Score: Raw -276164.657722 + Penalty 2638.997994 = -273525.659728
  nChanged 4
		SP:Iteration 17Q (2836.290000 sec): 3 clusters
  Score: Raw -276165.319461 + Penalty 2638.997994 = -273526.321467
  nChanged 0
		SP:Iteration 18F (2836.520000 sec): 3 clusters
  Score: Raw -276165.319461 + Penalty 2638.997994 = -273526.321467
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2836.580000 sec): 2 clusters
  Score: Raw -94009.339622 + Penalty 1211.486004 = -92797.853618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2836.770000 sec): 3 clusters
  Score: Raw -93409.726374 + Penalty 2422.972008 = -90986.754366
  nChanged 623
		SP:Iteration 1F (2836.920000 sec): 3 clusters
  Score: Raw -94294.039941 + Penalty 2422.972008 = -91871.067933
  nChanged 218
		SP:Iteration 2F (2837.100000 sec): 3 clusters
  Score: Raw -94720.032579 + Penalty 2422.972008 = -92297.060571
  nChanged 125
		SP:Iteration 3F (2837.280000 sec): 3 clusters
  Score: Raw -94901.759964 + Penalty 2422.972008 = -92478.787956
  nChanged 74
		SP:Iteration 4Q (2837.470000 sec): 3 clusters
  Score: Raw -95004.463708 + Penalty 2422.972008 = -92581.491700
  nChanged 45
		SP:Iteration 5Q (2837.650000 sec): 3 clusters
  Score: Raw -95037.757109 + Penalty 2422.972008 = -92614.785102
  nChanged 25
		SP:Iteration 6Q (2837.820000 sec): 3 clusters
  Score: Raw -95080.966702 + Penalty 2422.972008 = -92657.994694
  nChanged 23
		SP:Iteration 7Q (2837.980000 sec): 3 clusters
  Score: Raw -95101.938974 + Penalty 2422.972008 = -92678.966966
  nChanged 17
		SP:Iteration 8Q (2838.180000 sec): 3 clusters
  Score: Raw -95114.638708 + Penalty 2422.972008 = -92691.666700
  nChanged 13
		SP:Iteration 9Q (2838.340000 sec): 3 clusters
  Score: Raw -95124.036335 + Penalty 2422.972008 = -92701.064327
  nChanged 17
		SP:Iteration 10Q (2838.540000 sec): 3 clusters
  Score: Raw -95138.289762 + Penalty 2422.972008 = -92715.317754
  nChanged 17
		SP:Iteration 11Q (2838.730000 sec): 3 clusters
  Score: Raw -95158.802681 + Penalty 2422.972008 = -92735.830673
  nChanged 19
		SP:Iteration 12Q (2838.960000 sec): 3 clusters
  Score: Raw -95186.044592 + Penalty 2422.972008 = -92763.072584
  nChanged 18
		SP:Iteration 13Q (2839.170000 sec): 3 clusters
  Score: Raw -95215.842702 + Penalty 2422.972008 = -92792.870694
  nChanged 17
		SP:Iteration 14Q (2839.350000 sec): 3 clusters
  Score: Raw -95244.828249 + Penalty 2422.972008 = -92821.856242
  nChanged 10
		SP:Iteration 15Q (2839.600000 sec): 3 clusters
  Score: Raw -95250.486222 + Penalty 2422.972008 = -92827.514214
  nChanged 8
		SP:Iteration 16Q (2839.790000 sec): 3 clusters
  Score: Raw -95256.004188 + Penalty 2422.972008 = -92833.032180
  nChanged 7
		SP:Iteration 17Q (2839.960000 sec): 3 clusters
  Score: Raw -95260.083415 + Penalty 2422.972008 = -92837.111407
  nChanged 6
		SP:Iteration 18Q (2840.180000 sec): 3 clusters
  Score: Raw -95262.488119 + Penalty 2422.972008 = -92839.516111
  nChanged 6
		SP:Iteration 19Q (2840.340000 sec): 3 clusters
  Score: Raw -95267.562721 + Penalty 2422.972008 = -92844.590713
  nChanged 6
		SP:Iteration 20F (2840.570000 sec): 3 clusters
  Score: Raw -95271.187621 + Penalty 2422.972008 = -92848.215613
  nChanged 10
		SP:Iteration 21Q (2840.740000 sec): 3 clusters
  Score: Raw -95275.571510 + Penalty 2422.972008 = -92852.599503
  nChanged 7
		SP:Iteration 22Q (2840.960000 sec): 3 clusters
  Score: Raw -95279.148012 + Penalty 2422.972008 = -92856.176004
  nChanged 1
		SP:Iteration 23Q (2841.190000 sec): 3 clusters
  Score: Raw -95279.294362 + Penalty 2422.972008 = -92856.322354
  nChanged 0
		SP:Iteration 24F (2841.380000 sec): 3 clusters
  Score: Raw -95279.294362 + Penalty 2422.972008 = -92856.322354
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (5171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2841.460000 sec): 2 clusters
  Score: Raw -425480.401405 + Penalty 1389.508473 = -424090.892932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2841.680000 sec): 3 clusters
  Score: Raw -422800.938322 + Penalty 2779.016946 = -420021.921376
  nChanged 2120
		SP:Iteration 1F (2841.880000 sec): 3 clusters
  Score: Raw -424067.049626 + Penalty 2779.016946 = -421288.032680
  nChanged 399
		SP:Iteration 2F (2842.120000 sec): 3 clusters
  Score: Raw -424368.583260 + Penalty 2779.016946 = -421589.566314
  nChanged 359
		SP:Iteration 3F (2842.290000 sec): 3 clusters
  Score: Raw -424683.692520 + Penalty 2779.016946 = -421904.675574
  nChanged 349
		SP:Iteration 4F (2842.520000 sec): 3 clusters
  Score: Raw -425004.786949 + Penalty 2779.016946 = -422225.770003
  nChanged 306
		SP:Iteration 5F (2842.670000 sec): 3 clusters
  Score: Raw -425272.209663 + Penalty 2779.016946 = -422493.192717
  nChanged 264
		SP:Iteration 6F (2842.870000 sec): 3 clusters
  Score: Raw -425490.433673 + Penalty 2779.016946 = -422711.416727
  nChanged 255
		SP:Iteration 7Q (2843.080000 sec): 3 clusters
  Score: Raw -425668.902033 + Penalty 2779.016946 = -422889.885087
  nChanged 216
		SP:Iteration 8Q (2843.270000 sec): 3 clusters
  Score: Raw -425817.140169 + Penalty 2779.016946 = -423038.123223
  nChanged 181
		SP:Iteration 9Q (2843.520000 sec): 3 clusters
  Score: Raw -425920.843213 + Penalty 2779.016946 = -423141.826267
  nChanged 122
		SP:Iteration 10Q (2843.710000 sec): 3 clusters
  Score: Raw -425979.383209 + Penalty 2779.016946 = -423200.366263
  nChanged 99
		SP:Iteration 11Q (2843.930000 sec): 3 clusters
  Score: Raw -426025.350650 + Penalty 2779.016946 = -423246.333704
  nChanged 73
		SP:Iteration 12Q (2844.160000 sec): 3 clusters
  Score: Raw -426054.239737 + Penalty 2779.016946 = -423275.222791
  nChanged 47
		SP:Iteration 13Q (2844.300000 sec): 3 clusters
  Score: Raw -426069.452963 + Penalty 2779.016946 = -423290.436017
  nChanged 29
		SP:Iteration 14Q (2844.530000 sec): 3 clusters
  Score: Raw -426077.628527 + Penalty 2779.016946 = -423298.611581
  nChanged 27
		SP:Iteration 15Q (2844.740000 sec): 3 clusters
  Score: Raw -426085.471870 + Penalty 2779.016946 = -423306.454924
  nChanged 26
		SP:Iteration 16Q (2844.920000 sec): 3 clusters
  Score: Raw -426091.787924 + Penalty 2779.016946 = -423312.770978
  nChanged 16
		SP:Iteration 17Q (2845.080000 sec): 3 clusters
  Score: Raw -426097.584452 + Penalty 2779.016946 = -423318.567506
  nChanged 24
		SP:Iteration 18Q (2845.280000 sec): 3 clusters
  Score: Raw -426103.083110 + Penalty 2779.016946 = -423324.066164
  nChanged 13
		SP:Iteration 19Q (2845.480000 sec): 3 clusters
  Score: Raw -426106.413343 + Penalty 2779.016946 = -423327.396397
  nChanged 9
		SP:Iteration 20F (2845.630000 sec): 3 clusters
  Score: Raw -426108.534213 + Penalty 2779.016946 = -423329.517267
  nChanged 10
		SP:Iteration 21Q (2845.870000 sec): 3 clusters
  Score: Raw -426111.722572 + Penalty 2779.016946 = -423332.705626
  nChanged 12
		SP:Iteration 22Q (2846.040000 sec): 3 clusters
  Score: Raw -426116.934507 + Penalty 2779.016946 = -423337.917561
  nChanged 20
		SP:Iteration 23Q (2846.300000 sec): 3 clusters
  Score: Raw -426127.147820 + Penalty 2779.016946 = -423348.130874
  nChanged 35
		SP:Iteration 24Q (2846.520000 sec): 3 clusters
  Score: Raw -426163.392885 + Penalty 2779.016946 = -423384.375939
  nChanged 55
		SP:Iteration 25Q (2846.710000 sec): 3 clusters
  Score: Raw -426233.324757 + Penalty 2779.016946 = -423454.307811
  nChanged 59
		SP:Iteration 26Q (2846.880000 sec): 3 clusters
  Score: Raw -426293.489345 + Penalty 2779.016946 = -423514.472399
  nChanged 66
		SP:Iteration 27Q (2847.040000 sec): 3 clusters
  Score: Raw -426332.832397 + Penalty 2779.016946 = -423553.815451
  nChanged 49
		SP:Iteration 28Q (2847.200000 sec): 3 clusters
  Score: Raw -426363.152778 + Penalty 2779.016946 = -423584.135832
  nChanged 56
		SP:Iteration 29Q (2847.360000 sec): 3 clusters
  Score: Raw -426393.424157 + Penalty 2779.016946 = -423614.407211
  nChanged 40
		SP:Iteration 30Q (2847.510000 sec): 3 clusters
  Score: Raw -426406.112086 + Penalty 2779.016946 = -423627.095140
  nChanged 30
		SP:Iteration 31Q (2847.670000 sec): 3 clusters
  Score: Raw -426416.782435 + Penalty 2779.016946 = -423637.765489
  nChanged 23
		SP:Iteration 32Q (2847.860000 sec): 3 clusters
  Score: Raw -426426.048452 + Penalty 2779.016946 = -423647.031506
  nChanged 23
		SP:Iteration 33Q (2848.100000 sec): 3 clusters
  Score: Raw -426434.046942 + Penalty 2779.016946 = -423655.029996
  nChanged 22
		SP:Iteration 34Q (2848.340000 sec): 3 clusters
  Score: Raw -426442.017419 + Penalty 2779.016946 = -423663.000473
  nChanged 21
		SP:Iteration 35Q (2848.510000 sec): 3 clusters
  Score: Raw -426448.037369 + Penalty 2779.016946 = -423669.020423
  nChanged 16
		SP:Iteration 36Q (2848.740000 sec): 3 clusters
  Score: Raw -426453.035506 + Penalty 2779.016946 = -423674.018560
  nChanged 8
		SP:Iteration 37Q (2848.940000 sec): 3 clusters
  Score: Raw -426454.857590 + Penalty 2779.016946 = -423675.840643
  nChanged 3
		SP:Iteration 38Q (2849.160000 sec): 3 clusters
  Score: Raw -426455.399160 + Penalty 2779.016946 = -423676.382214
  nChanged 6
		SP:Iteration 39Q (2849.320000 sec): 3 clusters
  Score: Raw -426457.436986 + Penalty 2779.016946 = -423678.420040
  nChanged 7
		SP:Iteration 40F (2849.540000 sec): 3 clusters
  Score: Raw -426458.994305 + Penalty 2779.016946 = -423679.977359
  nChanged 1
		SP:Iteration 41Q (2849.700000 sec): 3 clusters
  Score: Raw -426459.121506 + Penalty 2779.016946 = -423680.104560
  nChanged 2
		SP:Iteration 42Q (2849.900000 sec): 3 clusters
  Score: Raw -426459.482591 + Penalty 2779.016946 = -423680.465645
  nChanged 4
		SP:Iteration 43Q (2850.140000 sec): 3 clusters
  Score: Raw -426460.353116 + Penalty 2779.016946 = -423681.336170
  nChanged 5
		SP:Iteration 44Q (2850.330000 sec): 3 clusters
  Score: Raw -426461.481135 + Penalty 2779.016946 = -423682.464188
  nChanged 1
		SP:Iteration 45Q (2850.560000 sec): 3 clusters
  Score: Raw -426461.636129 + Penalty 2779.016946 = -423682.619183
  nChanged 2
		SP:Iteration 46Q (2850.750000 sec): 3 clusters
  Score: Raw -426461.827024 + Penalty 2779.016946 = -423682.810078
  nChanged 1
		SP:Iteration 47Q (2850.950000 sec): 3 clusters
  Score: Raw -426462.047215 + Penalty 2779.016946 = -423683.030269
  nChanged 0
		SP:Iteration 48F (2851.160000 sec): 3 clusters
  Score: Raw -426462.047215 + Penalty 2779.016946 = -423683.030269
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (17287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2851.330000 sec): 2 clusters
  Score: Raw -1445364.966700 + Penalty 1585.627884 = -1443779.338816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.600000 sec): 3 clusters
  Score: Raw -1434995.035563 + Penalty 3171.255767 = -1431823.779796
  nChanged 7839
		SP:Iteration 1F (2851.890000 sec): 3 clusters
  Score: Raw -1439190.373295 + Penalty 3171.255767 = -1436019.117528
  nChanged 821
		SP:Iteration 2Q (2852.180000 sec): 3 clusters
  Score: Raw -1439438.193934 + Penalty 3171.255767 = -1436266.938167
  nChanged 688
		SP:Iteration 3Q (2852.380000 sec): 3 clusters
  Score: Raw -1439637.421733 + Penalty 3171.255767 = -1436466.165966
  nChanged 594
		SP:Iteration 4Q (2852.650000 sec): 3 clusters
  Score: Raw -1439834.153238 + Penalty 3171.255767 = -1436662.897470
  nChanged 591
		SP:Iteration 5Q (2852.890000 sec): 3 clusters
  Score: Raw -1440020.038027 + Penalty 3171.255767 = -1436848.782260
  nChanged 501
		SP:Iteration 6Q (2853.170000 sec): 3 clusters
  Score: Raw -1440169.881220 + Penalty 3171.255767 = -1436998.625453
  nChanged 480
		SP:Iteration 7Q (2853.440000 sec): 3 clusters
  Score: Raw -1440322.035038 + Penalty 3171.255767 = -1437150.779271
  nChanged 485
		SP:Iteration 8Q (2853.730000 sec): 3 clusters
  Score: Raw -1440473.541994 + Penalty 3171.255767 = -1437302.286227
  nChanged 482
		SP:Iteration 9Q (2853.990000 sec): 3 clusters
  Score: Raw -1440639.786577 + Penalty 3171.255767 = -1437468.530810
  nChanged 558
		SP:Iteration 10Q (2854.240000 sec): 3 clusters
  Score: Raw -1440879.817864 + Penalty 3171.255767 = -1437708.562096
  nChanged 667
		SP:Iteration 11Q (2854.520000 sec): 3 clusters
  Score: Raw -1441195.636553 + Penalty 3171.255767 = -1438024.380786
  nChanged 756
		SP:Iteration 12Q (2854.800000 sec): 3 clusters
  Score: Raw -1441605.459514 + Penalty 3171.255767 = -1438434.203746
  nChanged 821
		SP:Iteration 13Q (2855.040000 sec): 3 clusters
  Score: Raw -1442104.137460 + Penalty 3171.255767 = -1438932.881692
  nChanged 867
		SP:Iteration 14F (2855.260000 sec): 3 clusters
  Score: Raw -1442711.950364 + Penalty 3171.255767 = -1439540.694597
  nChanged 905
		SP:Iteration 15F (2855.540000 sec): 3 clusters
  Score: Raw -1443409.158698 + Penalty 3171.255767 = -1440237.902931
  nChanged 814
		SP:Iteration 16Q (2855.760000 sec): 3 clusters
  Score: Raw -1444051.945542 + Penalty 3171.255767 = -1440880.689775
  nChanged 646
		SP:Iteration 17Q (2856.040000 sec): 3 clusters
  Score: Raw -1444559.310829 + Penalty 3171.255767 = -1441388.055062
  nChanged 436
		SP:Iteration 18Q (2856.300000 sec): 3 clusters
  Score: Raw -1444894.593604 + Penalty 3171.255767 = -1441723.337837
  nChanged 286
		SP:Iteration 19Q (2856.550000 sec): 3 clusters
  Score: Raw -1445122.148062 + Penalty 3171.255767 = -1441950.892295
  nChanged 179
		SP:Iteration 20F (2856.830000 sec): 3 clusters
  Score: Raw -1445266.868653 + Penalty 3171.255767 = -1442095.612886
  nChanged 120
		SP:Iteration 21Q (2857.070000 sec): 3 clusters
  Score: Raw -1445371.351401 + Penalty 3171.255767 = -1442200.095633
  nChanged 73
		SP:Iteration 22Q (2857.260000 sec): 3 clusters
  Score: Raw -1445436.009208 + Penalty 3171.255767 = -1442264.753441
  nChanged 55
		SP:Iteration 23Q (2857.480000 sec): 3 clusters
  Score: Raw -1445484.115762 + Penalty 3171.255767 = -1442312.859995
  nChanged 27
		SP:Iteration 24Q (2857.730000 sec): 3 clusters
  Score: Raw -1445502.940938 + Penalty 3171.255767 = -1442331.685171
  nChanged 11
		SP:Iteration 25Q (2857.950000 sec): 3 clusters
  Score: Raw -1445511.501834 + Penalty 3171.255767 = -1442340.246066
  nChanged 12
		SP:Iteration 26Q (2858.170000 sec): 3 clusters
  Score: Raw -1445519.228599 + Penalty 3171.255767 = -1442347.972832
  nChanged 10
		SP:Iteration 27Q (2858.470000 sec): 3 clusters
  Score: Raw -1445533.164154 + Penalty 3171.255767 = -1442361.908387
  nChanged 7
		SP:Iteration 28Q (2858.740000 sec): 3 clusters
  Score: Raw -1445538.743879 + Penalty 3171.255767 = -1442367.488111
  nChanged 2
		SP:Iteration 29Q (2859.000000 sec): 3 clusters
  Score: Raw -1445540.758679 + Penalty 3171.255767 = -1442369.502912
  nChanged 2
		SP:Iteration 30Q (2859.230000 sec): 3 clusters
  Score: Raw -1445542.197179 + Penalty 3171.255767 = -1442370.941412
  nChanged 2
		SP:Iteration 31Q (2859.450000 sec): 3 clusters
  Score: Raw -1445542.980473 + Penalty 3171.255767 = -1442371.724706
  nChanged 0
		SP:Iteration 32F (2859.670000 sec): 3 clusters
  Score: Raw -1445542.980473 + Penalty 3171.255767 = -1442371.724706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (108323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2860.190000 sec): 2 clusters
  Score: Raw -9297416.293987 + Penalty 1883.841827 = -9295532.452160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2860.840000 sec): 3 clusters
  Score: Raw -9226636.773441 + Penalty 3767.683655 = -9222869.089786
  nChanged 52077
		SP:Iteration 1F (2861.450000 sec): 3 clusters
  Score: Raw -9256667.835528 + Penalty 3767.683655 = -9252900.151874
  nChanged 3261
		SP:Iteration 2Q (2862.090000 sec): 3 clusters
  Score: Raw -9257431.820103 + Penalty 3767.683655 = -9253664.136449
  nChanged 3623
		SP:Iteration 3Q (2862.770000 sec): 3 clusters
  Score: Raw -9258437.990367 + Penalty 3767.683655 = -9254670.306712
  nChanged 4039
		SP:Iteration 4Q (2863.480000 sec): 3 clusters
  Score: Raw -9259747.780163 + Penalty 3767.683655 = -9255980.096508
  nChanged 4515
		SP:Iteration 5Q (2864.100000 sec): 3 clusters
  Score: Raw -9261642.388441 + Penalty 3767.683655 = -9257874.704786
  nChanged 5455
		SP:Iteration 6F (2864.760000 sec): 3 clusters
  Score: Raw -9264706.210738 + Penalty 3767.683655 = -9260938.527083
  nChanged 6543
		SP:Iteration 7F (2865.370000 sec): 3 clusters
  Score: Raw -9269306.796369 + Penalty 3767.683655 = -9265539.112715
  nChanged 7365
		SP:Iteration 8F (2865.970000 sec): 3 clusters
  Score: Raw -9275316.766788 + Penalty 3767.683655 = -9271549.083134
  nChanged 7436
		SP:Iteration 9F (2866.650000 sec): 3 clusters
  Score: Raw -9281668.955129 + Penalty 3767.683655 = -9277901.271475
  nChanged 6238
		SP:Iteration 10F (2867.320000 sec): 3 clusters
  Score: Raw -9285927.272902 + Penalty 3767.683655 = -9282159.589247
  nChanged 4359
		SP:Iteration 11Q (2868.030000 sec): 3 clusters
  Score: Raw -9288026.950208 + Penalty 3767.683655 = -9284259.266554
  nChanged 3073
		SP:Iteration 12Q (2868.750000 sec): 3 clusters
  Score: Raw -9289196.416129 + Penalty 3767.683655 = -9285428.732474
  nChanged 2399
		SP:Iteration 13Q (2869.440000 sec): 3 clusters
  Score: Raw -9290015.483117 + Penalty 3767.683655 = -9286247.799462
  nChanged 2034
		SP:Iteration 14Q (2870.080000 sec): 3 clusters
  Score: Raw -9290732.866958 + Penalty 3767.683655 = -9286965.183303
  nChanged 1891
		SP:Iteration 15Q (2870.680000 sec): 3 clusters
  Score: Raw -9291461.471927 + Penalty 3767.683655 = -9287693.788272
  nChanged 1879
		SP:Iteration 16Q (2871.300000 sec): 3 clusters
  Score: Raw -9292252.530419 + Penalty 3767.683655 = -9288484.846764
  nChanged 1995
		SP:Iteration 17Q (2871.970000 sec): 3 clusters
  Score: Raw -9293130.539386 + Penalty 3767.683655 = -9289362.855731
  nChanged 2018
		SP:Iteration 18Q (2872.630000 sec): 3 clusters
  Score: Raw -9294101.055878 + Penalty 3767.683655 = -9290333.372223
  nChanged 2129
		SP:Iteration 19Q (2873.360000 sec): 3 clusters
  Score: Raw -9295221.749773 + Penalty 3767.683655 = -9291454.066118
  nChanged 2241
		SP:Iteration 20F (2874.120000 sec): 3 clusters
  Score: Raw -9296576.789917 + Penalty 3767.683655 = -9292809.106262
  nChanged 2401
		SP:Iteration 21Q (2874.830000 sec): 3 clusters
  Score: Raw -9298296.867293 + Penalty 3767.683655 = -9294529.183638
  nChanged 2505
		SP:Iteration 22Q (2875.470000 sec): 3 clusters
  Score: Raw -9300284.468685 + Penalty 3767.683655 = -9296516.785030
  nChanged 2465
		SP:Iteration 23Q (2876.140000 sec): 3 clusters
  Score: Raw -9302304.550961 + Penalty 3767.683655 = -9298536.867306
  nChanged 2142
		SP:Iteration 24Q (2876.780000 sec): 3 clusters
  Score: Raw -9303761.224951 + Penalty 3767.683655 = -9299993.541296
  nChanged 1755
		SP:Iteration 25Q (2877.410000 sec): 3 clusters
  Score: Raw -9304663.724983 + Penalty 3767.683655 = -9300896.041329
  nChanged 1334
		SP:Iteration 26Q (2878.070000 sec): 3 clusters
  Score: Raw -9305183.108661 + Penalty 3767.683655 = -9301415.425007
  nChanged 1065
		SP:Iteration 27Q (2878.680000 sec): 3 clusters
  Score: Raw -9305513.089559 + Penalty 3767.683655 = -9301745.405904
  nChanged 846
		SP:Iteration 28Q (2879.250000 sec): 3 clusters
  Score: Raw -9305719.285548 + Penalty 3767.683655 = -9301951.601894
  nChanged 700
		SP:Iteration 29Q (2879.830000 sec): 3 clusters
  Score: Raw -9305871.473484 + Penalty 3767.683655 = -9302103.789830
  nChanged 575
		SP:Iteration 30Q (2880.350000 sec): 3 clusters
  Score: Raw -9305971.330270 + Penalty 3767.683655 = -9302203.646615
  nChanged 427
		SP:Iteration 31Q (2880.920000 sec): 3 clusters
  Score: Raw -9306032.119911 + Penalty 3767.683655 = -9302264.436257
  nChanged 375
		SP:Iteration 32Q (2881.470000 sec): 3 clusters
  Score: Raw -9306076.750402 + Penalty 3767.683655 = -9302309.066747
  nChanged 295
		SP:Iteration 33Q (2882.040000 sec): 3 clusters
  Score: Raw -9306104.381361 + Penalty 3767.683655 = -9302336.697707
  nChanged 219
		SP:Iteration 34Q (2882.620000 sec): 3 clusters
  Score: Raw -9306119.643994 + Penalty 3767.683655 = -9302351.960339
  nChanged 147
		SP:Iteration 35Q (2883.180000 sec): 3 clusters
  Score: Raw -9306127.085564 + Penalty 3767.683655 = -9302359.401909
  nChanged 104
		SP:Iteration 36Q (2883.770000 sec): 3 clusters
  Score: Raw -9306131.160566 + Penalty 3767.683655 = -9302363.476912
  nChanged 74
		SP:Iteration 37Q (2884.300000 sec): 3 clusters
  Score: Raw -9306133.713985 + Penalty 3767.683655 = -9302366.030330
  nChanged 60
		SP:Iteration 38Q (2884.960000 sec): 3 clusters
  Score: Raw -9306135.225421 + Penalty 3767.683655 = -9302367.541767
  nChanged 36
		SP:Iteration 39Q (2885.550000 sec): 3 clusters
  Score: Raw -9306135.981283 + Penalty 3767.683655 = -9302368.297628
  nChanged 27
		SP:Iteration 40F (2886.190000 sec): 3 clusters
  Score: Raw -9306136.847200 + Penalty 3767.683655 = -9302369.163546
  nChanged 25
		SP:Iteration 41Q (2886.810000 sec): 3 clusters
  Score: Raw -9306137.461439 + Penalty 3767.683655 = -9302369.777784
  nChanged 16
		SP:Iteration 42Q (2887.430000 sec): 3 clusters
  Score: Raw -9306137.900594 + Penalty 3767.683655 = -9302370.216939
  nChanged 22
		SP:Iteration 43Q (2888.060000 sec): 3 clusters
  Score: Raw -9306138.459118 + Penalty 3767.683655 = -9302370.775463
  nChanged 24
		SP:Iteration 44Q (2888.790000 sec): 3 clusters
  Score: Raw -9306138.811993 + Penalty 3767.683655 = -9302371.128339
  nChanged 11
		SP:Iteration 45Q (2889.470000 sec): 3 clusters
  Score: Raw -9306138.979403 + Penalty 3767.683655 = -9302371.295749
  nChanged 9
		SP:Iteration 46Q (2890.070000 sec): 3 clusters
  Score: Raw -9306139.118722 + Penalty 3767.683655 = -9302371.435067
  nChanged 10
		SP:Iteration 47Q (2890.630000 sec): 3 clusters
  Score: Raw -9306139.224932 + Penalty 3767.683655 = -9302371.541277
  nChanged 8
		SP:Iteration 48Q (2891.190000 sec): 3 clusters
  Score: Raw -9306139.330813 + Penalty 3767.683655 = -9302371.647158
  nChanged 11
		SP:Iteration 49Q (2891.770000 sec): 3 clusters
  Score: Raw -9306139.472444 + Penalty 3767.683655 = -9302371.788790
  nChanged 5
		SP:Iteration 50Q (2892.320000 sec): 3 clusters
  Score: Raw -9306139.514206 + Penalty 3767.683655 = -9302371.830551
  nChanged 8
		SP:Iteration 51Q (2892.880000 sec): 3 clusters
  Score: Raw -9306139.581528 + Penalty 3767.683655 = -9302371.897873
  nChanged 3
		SP:Iteration 52Q (2893.370000 sec): 3 clusters
  Score: Raw -9306139.602187 + Penalty 3767.683655 = -9302371.918532
  nChanged 2
		SP:Iteration 53Q (2893.890000 sec): 3 clusters
  Score: Raw -9306139.620812 + Penalty 3767.683655 = -9302371.937157
  nChanged 4
		SP:Iteration 54Q (2894.590000 sec): 3 clusters
  Score: Raw -9306139.679896 + Penalty 3767.683655 = -9302371.996241
  nChanged 2
		SP:Iteration 55Q (2895.150000 sec): 3 clusters
  Score: Raw -9306139.698081 + Penalty 3767.683655 = -9302372.014427
  nChanged 2
		SP:Iteration 56Q (2895.720000 sec): 3 clusters
  Score: Raw -9306139.714686 + Penalty 3767.683655 = -9302372.031031
  nChanged 1
		SP:Iteration 57Q (2896.310000 sec): 3 clusters
  Score: Raw -9306139.726641 + Penalty 3767.683655 = -9302372.042986
  nChanged 0
		SP:Iteration 58F (2896.940000 sec): 3 clusters
  Score: Raw -9306139.726641 + Penalty 3767.683655 = -9302372.042986
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2897.070000 sec): 2 clusters
  Score: Raw -66583.621296 + Penalty 1095.526363 = -65488.094933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2897.260000 sec): 3 clusters
  Score: Raw -66329.341411 + Penalty 2191.052726 = -64138.288685
  nChanged 261
		SP:Iteration 1F (2897.460000 sec): 3 clusters
  Score: Raw -66640.714679 + Penalty 2191.052726 = -64449.661953
  nChanged 85
		SP:Iteration 2F (2897.680000 sec): 3 clusters
  Score: Raw -66911.226987 + Penalty 2191.052726 = -64720.174262
  nChanged 98
		SP:Iteration 3F (2897.840000 sec): 3 clusters
  Score: Raw -67210.910308 + Penalty 2191.052726 = -65019.857583
  nChanged 78
		SP:Iteration 4F (2898.020000 sec): 3 clusters
  Score: Raw -67505.204112 + Penalty 2191.052726 = -65314.151386
  nChanged 70
		SP:Iteration 5F (2898.230000 sec): 3 clusters
  Score: Raw -67832.791494 + Penalty 2191.052726 = -65641.738768
  nChanged 65
		SP:Iteration 6F (2898.460000 sec): 3 clusters
  Score: Raw -68224.467541 + Penalty 2191.052726 = -66033.414815
  nChanged 63
		SP:Iteration 7F (2898.610000 sec): 3 clusters
  Score: Raw -68749.970496 + Penalty 2191.052726 = -66558.917771
  nChanged 38
		SP:Iteration 8Q (2898.850000 sec): 3 clusters
  Score: Raw -69836.385254 + Penalty 2191.052726 = -67645.332528
  nChanged 3
		SP:Iteration 9Q (2899.060000 sec): 3 clusters
  Score: Raw -70034.917565 + Penalty 2191.052726 = -67843.864840
  nChanged 0
		SP:Iteration 10F (2899.240000 sec): 3 clusters
  Score: Raw -70034.917565 + Penalty 2191.052726 = -67843.864840
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (4555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2899.350000 sec): 2 clusters
  Score: Raw -320117.088851 + Penalty 1368.896882 = -318748.191970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2899.540000 sec): 3 clusters
  Score: Raw -317850.170678 + Penalty 2737.793763 = -315112.376915
  nChanged 1824
		SP:Iteration 1F (2899.710000 sec): 3 clusters
  Score: Raw -319207.925592 + Penalty 2737.793763 = -316470.131828
  nChanged 464
		SP:Iteration 2F (2899.930000 sec): 3 clusters
  Score: Raw -319651.323041 + Penalty 2737.793763 = -316913.529277
  nChanged 384
		SP:Iteration 3F (2900.170000 sec): 3 clusters
  Score: Raw -319980.496619 + Penalty 2737.793763 = -317242.702856
  nChanged 278
		SP:Iteration 4F (2900.410000 sec): 3 clusters
  Score: Raw -320214.881283 + Penalty 2737.793763 = -317477.087520
  nChanged 228
		SP:Iteration 5F (2900.600000 sec): 3 clusters
  Score: Raw -320389.105337 + Penalty 2737.793763 = -317651.311573
  nChanged 167
		SP:Iteration 6Q (2900.840000 sec): 3 clusters
  Score: Raw -320510.482029 + Penalty 2737.793763 = -317772.688266
  nChanged 140
		SP:Iteration 7Q (2901.030000 sec): 3 clusters
  Score: Raw -320598.566146 + Penalty 2737.793763 = -317860.772383
  nChanged 118
		SP:Iteration 8Q (2901.220000 sec): 3 clusters
  Score: Raw -320662.943644 + Penalty 2737.793763 = -317925.149881
  nChanged 96
		SP:Iteration 9Q (2901.450000 sec): 3 clusters
  Score: Raw -320717.969241 + Penalty 2737.793763 = -317980.175478
  nChanged 98
		SP:Iteration 10Q (2901.620000 sec): 3 clusters
  Score: Raw -320783.079103 + Penalty 2737.793763 = -318045.285339
  nChanged 97
		SP:Iteration 11Q (2901.830000 sec): 3 clusters
  Score: Raw -320841.559655 + Penalty 2737.793763 = -318103.765892
  nChanged 77
		SP:Iteration 12Q (2902.040000 sec): 3 clusters
  Score: Raw -320889.886417 + Penalty 2737.793763 = -318152.092654
  nChanged 83
		SP:Iteration 13Q (2902.270000 sec): 3 clusters
  Score: Raw -320949.551412 + Penalty 2737.793763 = -318211.757649
  nChanged 75
		SP:Iteration 14Q (2902.480000 sec): 3 clusters
  Score: Raw -321014.895127 + Penalty 2737.793763 = -318277.101363
  nChanged 78
		SP:Iteration 15Q (2902.700000 sec): 3 clusters
  Score: Raw -321086.791484 + Penalty 2737.793763 = -318348.997721
  nChanged 59
		SP:Iteration 16Q (2902.860000 sec): 3 clusters
  Score: Raw -321144.031617 + Penalty 2737.793763 = -318406.237854
  nChanged 51
		SP:Iteration 17Q (2903.040000 sec): 3 clusters
  Score: Raw -321184.814612 + Penalty 2737.793763 = -318447.020848
  nChanged 47
		SP:Iteration 18Q (2903.210000 sec): 3 clusters
  Score: Raw -321210.774467 + Penalty 2737.793763 = -318472.980704
  nChanged 43
		SP:Iteration 19Q (2903.380000 sec): 3 clusters
  Score: Raw -321229.121140 + Penalty 2737.793763 = -318491.327377
  nChanged 24
		SP:Iteration 20F (2903.560000 sec): 3 clusters
  Score: Raw -321238.260757 + Penalty 2737.793763 = -318500.466994
  nChanged 18
		SP:Iteration 21Q (2903.730000 sec): 3 clusters
  Score: Raw -321245.053870 + Penalty 2737.793763 = -318507.260107
  nChanged 16
		SP:Iteration 22Q (2903.950000 sec): 3 clusters
  Score: Raw -321250.506594 + Penalty 2737.793763 = -318512.712831
  nChanged 8
		SP:Iteration 23Q (2904.150000 sec): 3 clusters
  Score: Raw -321251.947535 + Penalty 2737.793763 = -318514.153772
  nChanged 2
		SP:Iteration 24Q (2904.380000 sec): 3 clusters
  Score: Raw -321252.364958 + Penalty 2737.793763 = -318514.571194
  nChanged 1
		SP:Iteration 25Q (2904.560000 sec): 3 clusters
  Score: Raw -321252.487987 + Penalty 2737.793763 = -318514.694224
  nChanged 0
		SP:Iteration 26F (2904.750000 sec): 3 clusters
  Score: Raw -321252.487987 + Penalty 2737.793763 = -318514.694224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2904.890000 sec): 2 clusters
  Score: Raw -285117.268984 + Penalty 1325.339655 = -283791.929329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2905.040000 sec): 3 clusters
  Score: Raw -283435.734711 + Penalty 2650.679310 = -280785.055402
  nChanged 1284
		SP:Iteration 1F (2905.240000 sec): 3 clusters
  Score: Raw -284176.912162 + Penalty 2650.679310 = -281526.232852
  nChanged 257
		SP:Iteration 2F (2905.420000 sec): 3 clusters
  Score: Raw -284314.531531 + Penalty 2650.679310 = -281663.852221
  nChanged 178
		SP:Iteration 3F (2905.630000 sec): 3 clusters
  Score: Raw -284417.797502 + Penalty 2650.679310 = -281767.118192
  nChanged 153
		SP:Iteration 4Q (2905.800000 sec): 3 clusters
  Score: Raw -284501.025671 + Penalty 2650.679310 = -281850.346362
  nChanged 128
		SP:Iteration 5Q (2905.980000 sec): 3 clusters
  Score: Raw -284564.845143 + Penalty 2650.679310 = -281914.165833
  nChanged 108
		SP:Iteration 6Q (2906.180000 sec): 3 clusters
  Score: Raw -284613.897435 + Penalty 2650.679310 = -281963.218125
  nChanged 80
		SP:Iteration 7Q (2906.340000 sec): 3 clusters
  Score: Raw -284647.511482 + Penalty 2650.679310 = -281996.832172
  nChanged 71
		SP:Iteration 8Q (2906.540000 sec): 3 clusters
  Score: Raw -284678.093474 + Penalty 2650.679310 = -282027.414164
  nChanged 61
		SP:Iteration 9Q (2906.740000 sec): 3 clusters
  Score: Raw -284706.030196 + Penalty 2650.679310 = -282055.350886
  nChanged 56
		SP:Iteration 10Q (2906.930000 sec): 3 clusters
  Score: Raw -284731.991494 + Penalty 2650.679310 = -282081.312185
  nChanged 61
		SP:Iteration 11Q (2907.100000 sec): 3 clusters
  Score: Raw -284760.688634 + Penalty 2650.679310 = -282110.009324
  nChanged 54
		SP:Iteration 12Q (2907.300000 sec): 3 clusters
  Score: Raw -284784.904453 + Penalty 2650.679310 = -282134.225144
  nChanged 69
		SP:Iteration 13Q (2907.470000 sec): 3 clusters
  Score: Raw -284819.826182 + Penalty 2650.679310 = -282169.146872
  nChanged 58
		SP:Iteration 14Q (2907.700000 sec): 3 clusters
  Score: Raw -284847.771629 + Penalty 2650.679310 = -282197.092319
  nChanged 52
		SP:Iteration 15Q (2907.870000 sec): 3 clusters
  Score: Raw -284872.413668 + Penalty 2650.679310 = -282221.734358
  nChanged 57
		SP:Iteration 16Q (2908.060000 sec): 3 clusters
  Score: Raw -284900.446905 + Penalty 2650.679310 = -282249.767595
  nChanged 45
		SP:Iteration 17Q (2908.240000 sec): 3 clusters
  Score: Raw -284923.493615 + Penalty 2650.679310 = -282272.814305
  nChanged 48
		SP:Iteration 18Q (2908.440000 sec): 3 clusters
  Score: Raw -284949.432347 + Penalty 2650.679310 = -282298.753038
  nChanged 48
		SP:Iteration 19Q (2908.600000 sec): 3 clusters
  Score: Raw -284974.605659 + Penalty 2650.679310 = -282323.926350
  nChanged 50
		SP:Iteration 20F (2908.790000 sec): 3 clusters
  Score: Raw -285007.693558 + Penalty 2650.679310 = -282357.014248
  nChanged 51
		SP:Iteration 21Q (2908.980000 sec): 3 clusters
  Score: Raw -285035.592205 + Penalty 2650.679310 = -282384.912895
  nChanged 44
		SP:Iteration 22Q (2909.170000 sec): 3 clusters
  Score: Raw -285057.871612 + Penalty 2650.679310 = -282407.192302
  nChanged 36
		SP:Iteration 23Q (2909.330000 sec): 3 clusters
  Score: Raw -285075.677265 + Penalty 2650.679310 = -282424.997956
  nChanged 37
		SP:Iteration 24Q (2909.510000 sec): 3 clusters
  Score: Raw -285094.502311 + Penalty 2650.679310 = -282443.823001
  nChanged 34
		SP:Iteration 25Q (2909.740000 sec): 3 clusters
  Score: Raw -285112.058391 + Penalty 2650.679310 = -282461.379081
  nChanged 29
		SP:Iteration 26Q (2909.880000 sec): 3 clusters
  Score: Raw -285127.780080 + Penalty 2650.679310 = -282477.100770
  nChanged 21
		SP:Iteration 27Q (2910.110000 sec): 3 clusters
  Score: Raw -285138.616074 + Penalty 2650.679310 = -282487.936765
  nChanged 19
		SP:Iteration 28Q (2910.250000 sec): 3 clusters
  Score: Raw -285147.428951 + Penalty 2650.679310 = -282496.749641
  nChanged 16
		SP:Iteration 29Q (2910.450000 sec): 3 clusters
  Score: Raw -285152.942490 + Penalty 2650.679310 = -282502.263180
  nChanged 11
		SP:Iteration 30Q (2910.580000 sec): 3 clusters
  Score: Raw -285157.971304 + Penalty 2650.679310 = -282507.291994
  nChanged 10
		SP:Iteration 31Q (2910.790000 sec): 3 clusters
  Score: Raw -285162.190083 + Penalty 2650.679310 = -282511.510774
  nChanged 14
		SP:Iteration 32Q (2910.970000 sec): 3 clusters
  Score: Raw -285167.161882 + Penalty 2650.679310 = -282516.482572
  nChanged 9
		SP:Iteration 33Q (2911.140000 sec): 3 clusters
  Score: Raw -285171.260006 + Penalty 2650.679310 = -282520.580697
  nChanged 6
		SP:Iteration 34Q (2911.320000 sec): 3 clusters
  Score: Raw -285173.556270 + Penalty 2650.679310 = -282522.876960
  nChanged 4
		SP:Iteration 35Q (2911.510000 sec): 3 clusters
  Score: Raw -285175.174390 + Penalty 2650.679310 = -282524.495080
  nChanged 3
		SP:Iteration 36Q (2911.680000 sec): 3 clusters
  Score: Raw -285176.316353 + Penalty 2650.679310 = -282525.637043
  nChanged 4
		SP:Iteration 37Q (2911.910000 sec): 3 clusters
  Score: Raw -285177.346800 + Penalty 2650.679310 = -282526.667490
  nChanged 6
		SP:Iteration 38Q (2912.090000 sec): 3 clusters
  Score: Raw -285179.317759 + Penalty 2650.679310 = -282528.638449
  nChanged 5
		SP:Iteration 39Q (2912.290000 sec): 3 clusters
  Score: Raw -285181.290121 + Penalty 2650.679310 = -282530.610811
  nChanged 4
		SP:Iteration 40F (2912.450000 sec): 3 clusters
  Score: Raw -285183.047755 + Penalty 2650.679310 = -282532.368445
  nChanged 5
		SP:Iteration 41Q (2912.680000 sec): 3 clusters
  Score: Raw -285186.907919 + Penalty 2650.679310 = -282536.228609
  nChanged 12
		SP:Iteration 42Q (2912.830000 sec): 3 clusters
  Score: Raw -285195.488487 + Penalty 2650.679310 = -282544.809177
  nChanged 9
		SP:Iteration 43Q (2913.020000 sec): 3 clusters
  Score: Raw -285200.701469 + Penalty 2650.679310 = -282550.022159
  nChanged 8
		SP:Iteration 44Q (2913.180000 sec): 3 clusters
  Score: Raw -285204.161737 + Penalty 2650.679310 = -282553.482427
  nChanged 5
		SP:Iteration 45Q (2913.380000 sec): 3 clusters
  Score: Raw -285206.125982 + Penalty 2650.679310 = -282555.446672
  nChanged 6
		SP:Iteration 46Q (2913.560000 sec): 3 clusters
  Score: Raw -285209.570549 + Penalty 2650.679310 = -282558.891239
  nChanged 4
		SP:Iteration 47Q (2913.720000 sec): 3 clusters
  Score: Raw -285210.693179 + Penalty 2650.679310 = -282560.013869
  nChanged 0
		SP:Iteration 48F (2913.940000 sec): 3 clusters
  Score: Raw -285210.693179 + Penalty 2650.679310 = -282560.013869
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2914.050000 sec): 2 clusters
  Score: Raw -119085.872824 + Penalty 1213.168988 = -117872.703836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2914.220000 sec): 3 clusters
  Score: Raw -118401.766189 + Penalty 2426.337976 = -115975.428213
  nChanged 608
		SP:Iteration 1F (2914.400000 sec): 3 clusters
  Score: Raw -119046.353107 + Penalty 2426.337976 = -116620.015131
  nChanged 213
		SP:Iteration 2F (2914.560000 sec): 3 clusters
  Score: Raw -119325.968933 + Penalty 2426.337976 = -116899.630957
  nChanged 138
		SP:Iteration 3F (2914.720000 sec): 3 clusters
  Score: Raw -119566.911348 + Penalty 2426.337976 = -117140.573372
  nChanged 119
		SP:Iteration 4F (2914.920000 sec): 3 clusters
  Score: Raw -119816.829153 + Penalty 2426.337976 = -117390.491177
  nChanged 92
		SP:Iteration 5F (2915.100000 sec): 3 clusters
  Score: Raw -119991.602751 + Penalty 2426.337976 = -117565.264775
  nChanged 66
		SP:Iteration 6Q (2915.250000 sec): 3 clusters
  Score: Raw -120087.109553 + Penalty 2426.337976 = -117660.771577
  nChanged 44
		SP:Iteration 7Q (2915.430000 sec): 3 clusters
  Score: Raw -120136.897665 + Penalty 2426.337976 = -117710.559690
  nChanged 35
		SP:Iteration 8Q (2915.630000 sec): 3 clusters
  Score: Raw -120192.505082 + Penalty 2426.337976 = -117766.167107
  nChanged 25
		SP:Iteration 9Q (2915.790000 sec): 3 clusters
  Score: Raw -120238.990737 + Penalty 2426.337976 = -117812.652762
  nChanged 22
		SP:Iteration 10Q (2915.940000 sec): 3 clusters
  Score: Raw -120275.678740 + Penalty 2426.337976 = -117849.340765
  nChanged 19
		SP:Iteration 11Q (2916.160000 sec): 3 clusters
  Score: Raw -120299.581536 + Penalty 2426.337976 = -117873.243561
  nChanged 15
		SP:Iteration 12Q (2916.290000 sec): 3 clusters
  Score: Raw -120317.089638 + Penalty 2426.337976 = -117890.751662
  nChanged 12
		SP:Iteration 13Q (2916.440000 sec): 3 clusters
  Score: Raw -120322.782252 + Penalty 2426.337976 = -117896.444276
  nChanged 13
		SP:Iteration 14Q (2916.610000 sec): 3 clusters
  Score: Raw -120328.884691 + Penalty 2426.337976 = -117902.546716
  nChanged 7
		SP:Iteration 15Q (2916.830000 sec): 3 clusters
  Score: Raw -120332.672835 + Penalty 2426.337976 = -117906.334859
  nChanged 3
		SP:Iteration 16Q (2917.020000 sec): 3 clusters
  Score: Raw -120333.958752 + Penalty 2426.337976 = -117907.620776
  nChanged 0
		SP:Iteration 17F (2917.170000 sec): 3 clusters
  Score: Raw -120333.958752 + Penalty 2426.337976 = -117907.620776
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2917.270000 sec): 2 clusters
  Score: Raw -156624.063736 + Penalty 1242.454822 = -155381.608914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2917.460000 sec): 3 clusters
  Score: Raw -155799.209593 + Penalty 2484.909643 = -153314.299950
  nChanged 754
		SP:Iteration 1F (2917.660000 sec): 3 clusters
  Score: Raw -156517.577465 + Penalty 2484.909643 = -154032.667822
  nChanged 248
		SP:Iteration 2F (2917.880000 sec): 3 clusters
  Score: Raw -156807.472880 + Penalty 2484.909643 = -154322.563237
  nChanged 131
		SP:Iteration 3F (2918.060000 sec): 3 clusters
  Score: Raw -156982.102407 + Penalty 2484.909643 = -154497.192764
  nChanged 120
		SP:Iteration 4F (2918.220000 sec): 3 clusters
  Score: Raw -157126.338220 + Penalty 2484.909643 = -154641.428577
  nChanged 88
		SP:Iteration 5Q (2918.380000 sec): 3 clusters
  Score: Raw -157213.511971 + Penalty 2484.909643 = -154728.602328
  nChanged 52
		SP:Iteration 6Q (2918.580000 sec): 3 clusters
  Score: Raw -157261.946475 + Penalty 2484.909643 = -154777.036832
  nChanged 42
		SP:Iteration 7Q (2918.730000 sec): 3 clusters
  Score: Raw -157295.453451 + Penalty 2484.909643 = -154810.543808
  nChanged 30
		SP:Iteration 8Q (2918.890000 sec): 3 clusters
  Score: Raw -157315.483461 + Penalty 2484.909643 = -154830.573818
  nChanged 21
		SP:Iteration 9Q (2919.060000 sec): 3 clusters
  Score: Raw -157325.033270 + Penalty 2484.909643 = -154840.123627
  nChanged 13
		SP:Iteration 10Q (2919.240000 sec): 3 clusters
  Score: Raw -157331.870463 + Penalty 2484.909643 = -154846.960820
  nChanged 9
		SP:Iteration 11Q (2919.430000 sec): 3 clusters
  Score: Raw -157335.439100 + Penalty 2484.909643 = -154850.529457
  nChanged 4
		SP:Iteration 12Q (2919.640000 sec): 3 clusters
  Score: Raw -157337.206382 + Penalty 2484.909643 = -154852.296738
  nChanged 3
		SP:Iteration 13Q (2919.840000 sec): 3 clusters
  Score: Raw -157338.434844 + Penalty 2484.909643 = -154853.525201
  nChanged 2
		SP:Iteration 14Q (2920.020000 sec): 3 clusters
  Score: Raw -157339.397496 + Penalty 2484.909643 = -154854.487853
  nChanged 0
		SP:Iteration 15F (2920.180000 sec): 3 clusters
  Score: Raw -157339.397496 + Penalty 2484.909643 = -154854.487853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2920.300000 sec): 2 clusters
  Score: Raw -11057.921511 + Penalty 844.755768 = -10213.165743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2920.450000 sec): 3 clusters
  Score: Raw -11185.544860 + Penalty 1689.511535 = -9496.033325
  nChanged 18
		SP:Iteration 1F (2920.680000 sec): 3 clusters
  Score: Raw -11319.091433 + Penalty 1689.511535 = -9629.579898
  nChanged 8
		SP:Iteration 2Q (2920.860000 sec): 3 clusters
  Score: Raw -11363.422341 + Penalty 1689.511535 = -9673.910806
  nChanged 2
		SP:Iteration 3Q (2921.020000 sec): 3 clusters
  Score: Raw -11389.986153 + Penalty 1689.511535 = -9700.474618
  nChanged 1
		SP:Iteration 4Q (2921.180000 sec): 3 clusters
  Score: Raw -11395.919142 + Penalty 1689.511535 = -9706.407607
  nChanged 2
		SP:Iteration 5Q (2921.420000 sec): 3 clusters
  Score: Raw -11399.828325 + Penalty 1689.511535 = -9710.316790
  nChanged 1
		SP:Iteration 6Q (2921.580000 sec): 3 clusters
  Score: Raw -11403.028417 + Penalty 1689.511535 = -9713.516882
  nChanged 1
		SP:Iteration 7Q (2921.780000 sec): 3 clusters
  Score: Raw -11405.700669 + Penalty 1689.511535 = -9716.189134
  nChanged 2
		SP:Iteration 8Q (2921.980000 sec): 3 clusters
  Score: Raw -11421.668566 + Penalty 1689.511535 = -9732.157031
  nChanged 2
		SP:Iteration 9Q (2922.170000 sec): 3 clusters
  Score: Raw -11430.665389 + Penalty 1689.511535 = -9741.153854
  nChanged 1
		SP:Iteration 10Q (2922.360000 sec): 3 clusters
  Score: Raw -11436.014838 + Penalty 1689.511535 = -9746.503302
  nChanged 0
		SP:Iteration 11F (2922.530000 sec): 3 clusters
  Score: Raw -11436.014838 + Penalty 1689.511535 = -9746.503302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2922.640000 sec): 2 clusters
  Score: Raw -233626.803108 + Penalty 1293.439112 = -232333.363996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2922.820000 sec): 3 clusters
  Score: Raw -232286.324161 + Penalty 2586.878224 = -229699.445937
  nChanged 1043
		SP:Iteration 1F (2923.010000 sec): 3 clusters
  Score: Raw -232867.970136 + Penalty 2586.878224 = -230281.091911
  nChanged 247
		SP:Iteration 2F (2923.190000 sec): 3 clusters
  Score: Raw -233022.746381 + Penalty 2586.878224 = -230435.868156
  nChanged 144
		SP:Iteration 3F (2923.410000 sec): 3 clusters
  Score: Raw -233118.569942 + Penalty 2586.878224 = -230531.691718
  nChanged 125
		SP:Iteration 4Q (2923.590000 sec): 3 clusters
  Score: Raw -233192.816730 + Penalty 2586.878224 = -230605.938506
  nChanged 102
		SP:Iteration 5Q (2923.760000 sec): 3 clusters
  Score: Raw -233265.699950 + Penalty 2586.878224 = -230678.821726
  nChanged 95
		SP:Iteration 6Q (2923.960000 sec): 3 clusters
  Score: Raw -233324.059056 + Penalty 2586.878224 = -230737.180832
  nChanged 70
		SP:Iteration 7Q (2924.130000 sec): 3 clusters
  Score: Raw -233356.920182 + Penalty 2586.878224 = -230770.041958
  nChanged 63
		SP:Iteration 8Q (2924.360000 sec): 3 clusters
  Score: Raw -233396.051741 + Penalty 2586.878224 = -230809.173517
  nChanged 61
		SP:Iteration 9Q (2924.550000 sec): 3 clusters
  Score: Raw -233433.195117 + Penalty 2586.878224 = -230846.316893
  nChanged 52
		SP:Iteration 10Q (2924.750000 sec): 3 clusters
  Score: Raw -233458.351627 + Penalty 2586.878224 = -230871.473403
  nChanged 36
		SP:Iteration 11Q (2924.940000 sec): 3 clusters
  Score: Raw -233478.502661 + Penalty 2586.878224 = -230891.624436
  nChanged 45
		SP:Iteration 12Q (2925.120000 sec): 3 clusters
  Score: Raw -233497.121324 + Penalty 2586.878224 = -230910.243100
  nChanged 42
		SP:Iteration 13Q (2925.360000 sec): 3 clusters
  Score: Raw -233515.838020 + Penalty 2586.878224 = -230928.959796
  nChanged 38
		SP:Iteration 14Q (2925.510000 sec): 3 clusters
  Score: Raw -233541.475084 + Penalty 2586.878224 = -230954.596860
  nChanged 38
		SP:Iteration 15Q (2925.690000 sec): 3 clusters
  Score: Raw -233559.029049 + Penalty 2586.878224 = -230972.150825
  nChanged 29
		SP:Iteration 16Q (2925.930000 sec): 3 clusters
  Score: Raw -233571.572283 + Penalty 2586.878224 = -230984.694059
  nChanged 31
		SP:Iteration 17Q (2926.110000 sec): 3 clusters
  Score: Raw -233588.385546 + Penalty 2586.878224 = -231001.507322
  nChanged 26
		SP:Iteration 18Q (2926.340000 sec): 3 clusters
  Score: Raw -233604.053836 + Penalty 2586.878224 = -231017.175611
  nChanged 24
		SP:Iteration 19Q (2926.450000 sec): 3 clusters
  Score: Raw -233615.662398 + Penalty 2586.878224 = -231028.784174
  nChanged 21
		SP:Iteration 20F (2926.620000 sec): 3 clusters
  Score: Raw -233626.470881 + Penalty 2586.878224 = -231039.592656
  nChanged 21
		SP:Iteration 21Q (2926.800000 sec): 3 clusters
  Score: Raw -233639.058597 + Penalty 2586.878224 = -231052.180372
  nChanged 17
		SP:Iteration 22Q (2927.000000 sec): 3 clusters
  Score: Raw -233649.412906 + Penalty 2586.878224 = -231062.534682
  nChanged 19
		SP:Iteration 23Q (2927.200000 sec): 3 clusters
  Score: Raw -233659.323212 + Penalty 2586.878224 = -231072.444988
  nChanged 15
		SP:Iteration 24Q (2927.350000 sec): 3 clusters
  Score: Raw -233667.194354 + Penalty 2586.878224 = -231080.316130
  nChanged 13
		SP:Iteration 25Q (2927.550000 sec): 3 clusters
  Score: Raw -233673.321951 + Penalty 2586.878224 = -231086.443727
  nChanged 12
		SP:Iteration 26Q (2927.750000 sec): 3 clusters
  Score: Raw -233679.344584 + Penalty 2586.878224 = -231092.466360
  nChanged 15
		SP:Iteration 27Q (2927.930000 sec): 3 clusters
  Score: Raw -233686.334818 + Penalty 2586.878224 = -231099.456594
  nChanged 14
		SP:Iteration 28Q (2928.080000 sec): 3 clusters
  Score: Raw -233691.212162 + Penalty 2586.878224 = -231104.333937
  nChanged 10
		SP:Iteration 29Q (2928.280000 sec): 3 clusters
  Score: Raw -233697.131210 + Penalty 2586.878224 = -231110.252986
  nChanged 11
		SP:Iteration 30Q (2928.510000 sec): 3 clusters
  Score: Raw -233703.894542 + Penalty 2586.878224 = -231117.016318
  nChanged 16
		SP:Iteration 31Q (2928.700000 sec): 3 clusters
  Score: Raw -233709.362351 + Penalty 2586.878224 = -231122.484127
  nChanged 11
		SP:Iteration 32Q (2928.920000 sec): 3 clusters
  Score: Raw -233711.872826 + Penalty 2586.878224 = -231124.994602
  nChanged 4
		SP:Iteration 33Q (2929.080000 sec): 3 clusters
  Score: Raw -233712.630732 + Penalty 2586.878224 = -231125.752508
  nChanged 4
		SP:Iteration 34Q (2929.330000 sec): 3 clusters
  Score: Raw -233713.732975 + Penalty 2586.878224 = -231126.854751
  nChanged 2
		SP:Iteration 35Q (2929.480000 sec): 3 clusters
  Score: Raw -233714.302048 + Penalty 2586.878224 = -231127.423824
  nChanged 2
		SP:Iteration 36Q (2929.640000 sec): 3 clusters
  Score: Raw -233714.862446 + Penalty 2586.878224 = -231127.984222
  nChanged 0
		SP:Iteration 37F (2929.840000 sec): 3 clusters
  Score: Raw -233714.862446 + Penalty 2586.878224 = -231127.984222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (6505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2929.920000 sec): 2 clusters
  Score: Raw -442385.975351 + Penalty 1426.803039 = -440959.172312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2930.170000 sec): 3 clusters
  Score: Raw -438916.812678 + Penalty 2853.606077 = -436063.206601
  nChanged 2692
		SP:Iteration 1F (2930.360000 sec): 3 clusters
  Score: Raw -440684.359777 + Penalty 2853.606077 = -437830.753700
  nChanged 614
		SP:Iteration 2F (2930.580000 sec): 3 clusters
  Score: Raw -441253.502658 + Penalty 2853.606077 = -438399.896581
  nChanged 545
		SP:Iteration 3F (2930.800000 sec): 3 clusters
  Score: Raw -441800.932222 + Penalty 2853.606077 = -438947.326145
  nChanged 507
		SP:Iteration 4F (2931.000000 sec): 3 clusters
  Score: Raw -442300.409264 + Penalty 2853.606077 = -439446.803187
  nChanged 430
		SP:Iteration 5F (2931.180000 sec): 3 clusters
  Score: Raw -442680.522715 + Penalty 2853.606077 = -439826.916638
  nChanged 359
		SP:Iteration 6F (2931.350000 sec): 3 clusters
  Score: Raw -442949.419934 + Penalty 2853.606077 = -440095.813857
  nChanged 287
		SP:Iteration 7Q (2931.570000 sec): 3 clusters
  Score: Raw -443168.003866 + Penalty 2853.606077 = -440314.397789
  nChanged 209
		SP:Iteration 8Q (2931.730000 sec): 3 clusters
  Score: Raw -443296.282135 + Penalty 2853.606077 = -440442.676058
  nChanged 179
		SP:Iteration 9Q (2931.930000 sec): 3 clusters
  Score: Raw -443388.861349 + Penalty 2853.606077 = -440535.255272
  nChanged 136
		SP:Iteration 10Q (2932.120000 sec): 3 clusters
  Score: Raw -443454.008002 + Penalty 2853.606077 = -440600.401925
  nChanged 112
		SP:Iteration 11Q (2932.340000 sec): 3 clusters
  Score: Raw -443508.319614 + Penalty 2853.606077 = -440654.713537
  nChanged 98
		SP:Iteration 12Q (2932.550000 sec): 3 clusters
  Score: Raw -443550.237124 + Penalty 2853.606077 = -440696.631047
  nChanged 79
		SP:Iteration 13Q (2932.730000 sec): 3 clusters
  Score: Raw -443583.661506 + Penalty 2853.606077 = -440730.055429
  nChanged 76
		SP:Iteration 14Q (2932.920000 sec): 3 clusters
  Score: Raw -443614.490251 + Penalty 2853.606077 = -440760.884174
  nChanged 70
		SP:Iteration 15Q (2933.100000 sec): 3 clusters
  Score: Raw -443639.557642 + Penalty 2853.606077 = -440785.951565
  nChanged 48
		SP:Iteration 16Q (2933.320000 sec): 3 clusters
  Score: Raw -443654.892534 + Penalty 2853.606077 = -440801.286457
  nChanged 35
		SP:Iteration 17Q (2933.530000 sec): 3 clusters
  Score: Raw -443662.579065 + Penalty 2853.606077 = -440808.972988
  nChanged 26
		SP:Iteration 18Q (2933.730000 sec): 3 clusters
  Score: Raw -443669.183169 + Penalty 2853.606077 = -440815.577092
  nChanged 14
		SP:Iteration 19Q (2933.880000 sec): 3 clusters
  Score: Raw -443671.898048 + Penalty 2853.606077 = -440818.291971
  nChanged 14
		SP:Iteration 20F (2934.060000 sec): 3 clusters
  Score: Raw -443675.110522 + Penalty 2853.606077 = -440821.504445
  nChanged 12
		SP:Iteration 21Q (2934.260000 sec): 3 clusters
  Score: Raw -443677.366128 + Penalty 2853.606077 = -440823.760051
  nChanged 11
		SP:Iteration 22Q (2934.440000 sec): 3 clusters
  Score: Raw -443679.419925 + Penalty 2853.606077 = -440825.813848
  nChanged 6
		SP:Iteration 23Q (2934.640000 sec): 3 clusters
  Score: Raw -443680.224684 + Penalty 2853.606077 = -440826.618607
  nChanged 3
		SP:Iteration 24Q (2934.870000 sec): 3 clusters
  Score: Raw -443680.692263 + Penalty 2853.606077 = -440827.086186
  nChanged 0
		SP:Iteration 25F (2935.060000 sec): 3 clusters
  Score: Raw -443680.692263 + Penalty 2853.606077 = -440827.086186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2935.160000 sec): 2 clusters
  Score: Raw -116440.743354 + Penalty 1210.826774 = -115229.916580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2935.350000 sec): 3 clusters
  Score: Raw -115724.115192 + Penalty 2421.653548 = -113302.461645
  nChanged 589
		SP:Iteration 1F (2935.540000 sec): 3 clusters
  Score: Raw -116191.206575 + Penalty 2421.653548 = -113769.553028
  nChanged 185
		SP:Iteration 2F (2935.680000 sec): 3 clusters
  Score: Raw -116411.878379 + Penalty 2421.653548 = -113990.224832
  nChanged 122
		SP:Iteration 3F (2935.900000 sec): 3 clusters
  Score: Raw -116579.870546 + Penalty 2421.653548 = -114158.216998
  nChanged 100
		SP:Iteration 4F (2936.050000 sec): 3 clusters
  Score: Raw -116705.626183 + Penalty 2421.653548 = -114283.972635
  nChanged 76
		SP:Iteration 5Q (2936.250000 sec): 3 clusters
  Score: Raw -116799.547102 + Penalty 2421.653548 = -114377.893554
  nChanged 54
		SP:Iteration 6Q (2936.430000 sec): 3 clusters
  Score: Raw -116843.559864 + Penalty 2421.653548 = -114421.906316
  nChanged 34
		SP:Iteration 7Q (2936.620000 sec): 3 clusters
  Score: Raw -116869.137834 + Penalty 2421.653548 = -114447.484287
  nChanged 28
		SP:Iteration 8Q (2936.770000 sec): 3 clusters
  Score: Raw -116887.671649 + Penalty 2421.653548 = -114466.018101
  nChanged 16
		SP:Iteration 9Q (2936.970000 sec): 3 clusters
  Score: Raw -116900.624468 + Penalty 2421.653548 = -114478.970921
  nChanged 12
		SP:Iteration 10Q (2937.140000 sec): 3 clusters
  Score: Raw -116907.110761 + Penalty 2421.653548 = -114485.457214
  nChanged 13
		SP:Iteration 11Q (2937.340000 sec): 3 clusters
  Score: Raw -116922.424674 + Penalty 2421.653548 = -114500.771127
  nChanged 17
		SP:Iteration 12Q (2937.520000 sec): 3 clusters
  Score: Raw -116937.234570 + Penalty 2421.653548 = -114515.581022
  nChanged 9
		SP:Iteration 13Q (2937.690000 sec): 3 clusters
  Score: Raw -116941.924842 + Penalty 2421.653548 = -114520.271295
  nChanged 7
		SP:Iteration 14Q (2937.840000 sec): 3 clusters
  Score: Raw -116947.751767 + Penalty 2421.653548 = -114526.098220
  nChanged 6
		SP:Iteration 15Q (2938.030000 sec): 3 clusters
  Score: Raw -116950.278854 + Penalty 2421.653548 = -114528.625307
  nChanged 6
		SP:Iteration 16Q (2938.160000 sec): 3 clusters
  Score: Raw -116952.951001 + Penalty 2421.653548 = -114531.297453
  nChanged 2
		SP:Iteration 17Q (2938.340000 sec): 3 clusters
  Score: Raw -116953.562641 + Penalty 2421.653548 = -114531.909094
  nChanged 2
		SP:Iteration 18Q (2938.490000 sec): 3 clusters
  Score: Raw -116953.919866 + Penalty 2421.653548 = -114532.266319
  nChanged 0
		SP:Iteration 19F (2938.670000 sec): 3 clusters
  Score: Raw -116953.919866 + Penalty 2421.653548 = -114532.266319
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (2354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2938.730000 sec): 2 clusters
  Score: Raw -185659.002744 + Penalty 1261.629084 = -184397.373660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2938.910000 sec): 3 clusters
  Score: Raw -184614.403914 + Penalty 2523.258169 = -182091.145746
  nChanged 894
		SP:Iteration 1F (2939.090000 sec): 3 clusters
  Score: Raw -185306.940900 + Penalty 2523.258169 = -182783.682731
  nChanged 253
		SP:Iteration 2F (2939.280000 sec): 3 clusters
  Score: Raw -185630.023246 + Penalty 2523.258169 = -183106.765077
  nChanged 189
		SP:Iteration 3F (2939.450000 sec): 3 clusters
  Score: Raw -185910.605363 + Penalty 2523.258169 = -183387.347194
  nChanged 163
		SP:Iteration 4F (2939.610000 sec): 3 clusters
  Score: Raw -186085.339809 + Penalty 2523.258169 = -183562.081641
  nChanged 98
		SP:Iteration 5Q (2939.800000 sec): 3 clusters
  Score: Raw -186182.101050 + Penalty 2523.258169 = -183658.842882
  nChanged 70
		SP:Iteration 6Q (2940.000000 sec): 3 clusters
  Score: Raw -186249.926915 + Penalty 2523.258169 = -183726.668746
  nChanged 59
		SP:Iteration 7Q (2940.140000 sec): 3 clusters
  Score: Raw -186296.606770 + Penalty 2523.258169 = -183773.348602
  nChanged 43
		SP:Iteration 8Q (2940.330000 sec): 3 clusters
  Score: Raw -186325.836627 + Penalty 2523.258169 = -183802.578459
  nChanged 28
		SP:Iteration 9Q (2940.480000 sec): 3 clusters
  Score: Raw -186343.810988 + Penalty 2523.258169 = -183820.552819
  nChanged 19
		SP:Iteration 10Q (2940.650000 sec): 3 clusters
  Score: Raw -186357.333047 + Penalty 2523.258169 = -183834.074878
  nChanged 19
		SP:Iteration 11Q (2940.840000 sec): 3 clusters
  Score: Raw -186367.561891 + Penalty 2523.258169 = -183844.303722
  nChanged 11
		SP:Iteration 12Q (2941.030000 sec): 3 clusters
  Score: Raw -186372.480614 + Penalty 2523.258169 = -183849.222446
  nChanged 8
		SP:Iteration 13Q (2941.220000 sec): 3 clusters
  Score: Raw -186377.034586 + Penalty 2523.258169 = -183853.776418
  nChanged 8
		SP:Iteration 14Q (2941.380000 sec): 3 clusters
  Score: Raw -186382.306123 + Penalty 2523.258169 = -183859.047955
  nChanged 6
		SP:Iteration 15Q (2941.560000 sec): 3 clusters
  Score: Raw -186384.639913 + Penalty 2523.258169 = -183861.381745
  nChanged 2
		SP:Iteration 16Q (2941.740000 sec): 3 clusters
  Score: Raw -186385.123013 + Penalty 2523.258169 = -183861.864845
  nChanged 0
		SP:Iteration 17F (2941.940000 sec): 3 clusters
  Score: Raw -186385.123013 + Penalty 2523.258169 = -183861.864845
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (3011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2942.060000 sec): 2 clusters
  Score: Raw -238061.072667 + Penalty 1301.629473 = -236759.443194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2942.230000 sec): 3 clusters
  Score: Raw -236661.424997 + Penalty 2603.258947 = -234058.166050
  nChanged 1197
		SP:Iteration 1F (2942.450000 sec): 3 clusters
  Score: Raw -237532.091345 + Penalty 2603.258947 = -234928.832398
  nChanged 279
		SP:Iteration 2F (2942.610000 sec): 3 clusters
  Score: Raw -237903.485713 + Penalty 2603.258947 = -235300.226766
  nChanged 262
		SP:Iteration 3F (2942.810000 sec): 3 clusters
  Score: Raw -238277.919918 + Penalty 2603.258947 = -235674.660971
  nChanged 235
		SP:Iteration 4F (2942.980000 sec): 3 clusters
  Score: Raw -238607.293081 + Penalty 2603.258947 = -236004.034134
  nChanged 187
		SP:Iteration 5F (2943.150000 sec): 3 clusters
  Score: Raw -238818.325107 + Penalty 2603.258947 = -236215.066160
  nChanged 131
		SP:Iteration 6Q (2943.340000 sec): 3 clusters
  Score: Raw -238954.577580 + Penalty 2603.258947 = -236351.318633
  nChanged 93
		SP:Iteration 7Q (2943.510000 sec): 3 clusters
  Score: Raw -239051.047088 + Penalty 2603.258947 = -236447.788141
  nChanged 72
		SP:Iteration 8Q (2943.690000 sec): 3 clusters
  Score: Raw -239116.223049 + Penalty 2603.258947 = -236512.964102
  nChanged 51
		SP:Iteration 9Q (2943.930000 sec): 3 clusters
  Score: Raw -239155.755399 + Penalty 2603.258947 = -236552.496452
  nChanged 43
		SP:Iteration 10Q (2944.090000 sec): 3 clusters
  Score: Raw -239187.672283 + Penalty 2603.258947 = -236584.413336
  nChanged 36
		SP:Iteration 11Q (2944.250000 sec): 3 clusters
  Score: Raw -239208.979167 + Penalty 2603.258947 = -236605.720220
  nChanged 31
		SP:Iteration 12Q (2944.470000 sec): 3 clusters
  Score: Raw -239233.292981 + Penalty 2603.258947 = -236630.034034
  nChanged 26
		SP:Iteration 13Q (2944.650000 sec): 3 clusters
  Score: Raw -239257.129366 + Penalty 2603.258947 = -236653.870419
  nChanged 25
		SP:Iteration 14Q (2944.850000 sec): 3 clusters
  Score: Raw -239286.544461 + Penalty 2603.258947 = -236683.285514
  nChanged 38
		SP:Iteration 15Q (2945.010000 sec): 3 clusters
  Score: Raw -239319.569342 + Penalty 2603.258947 = -236716.310395
  nChanged 40
		SP:Iteration 16Q (2945.210000 sec): 3 clusters
  Score: Raw -239347.555712 + Penalty 2603.258947 = -236744.296766
  nChanged 35
		SP:Iteration 17Q (2945.360000 sec): 3 clusters
  Score: Raw -239381.364313 + Penalty 2603.258947 = -236778.105366
  nChanged 41
		SP:Iteration 18Q (2945.540000 sec): 3 clusters
  Score: Raw -239414.823524 + Penalty 2603.258947 = -236811.564577
  nChanged 62
		SP:Iteration 19Q (2945.710000 sec): 3 clusters
  Score: Raw -239495.810863 + Penalty 2603.258947 = -236892.551916
  nChanged 95
		SP:Iteration 20F (2945.860000 sec): 3 clusters
  Score: Raw -239665.165794 + Penalty 2603.258947 = -237061.906847
  nChanged 94
		SP:Iteration 21Q (2946.040000 sec): 3 clusters
  Score: Raw -239805.202387 + Penalty 2603.258947 = -237201.943440
  nChanged 59
		SP:Iteration 22Q (2946.230000 sec): 3 clusters
  Score: Raw -239852.143254 + Penalty 2603.258947 = -237248.884307
  nChanged 27
		SP:Iteration 23Q (2946.410000 sec): 3 clusters
  Score: Raw -239870.496257 + Penalty 2603.258947 = -237267.237310
  nChanged 18
		SP:Iteration 24Q (2946.600000 sec): 3 clusters
  Score: Raw -239880.953523 + Penalty 2603.258947 = -237277.694576
  nChanged 8
		SP:Iteration 25Q (2946.800000 sec): 3 clusters
  Score: Raw -239885.755683 + Penalty 2603.258947 = -237282.496736
  nChanged 9
		SP:Iteration 26Q (2946.960000 sec): 3 clusters
  Score: Raw -239890.744115 + Penalty 2603.258947 = -237287.485168
  nChanged 3
		SP:Iteration 27Q (2947.140000 sec): 3 clusters
  Score: Raw -239892.150720 + Penalty 2603.258947 = -237288.891773
  nChanged 1
		SP:Iteration 28Q (2947.350000 sec): 3 clusters
  Score: Raw -239892.341244 + Penalty 2603.258947 = -237289.082297
  nChanged 0
		SP:Iteration 29F (2947.540000 sec): 3 clusters
  Score: Raw -239892.341244 + Penalty 2603.258947 = -237289.082297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (1977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2947.610000 sec): 2 clusters
  Score: Raw -155750.023590 + Penalty 1233.267071 = -154516.756519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2947.830000 sec): 3 clusters
  Score: Raw -154919.926032 + Penalty 2466.534143 = -152453.391889
  nChanged 719
		SP:Iteration 1F (2947.980000 sec): 3 clusters
  Score: Raw -155452.073021 + Penalty 2466.534143 = -152985.538879
  nChanged 183
		SP:Iteration 2F (2948.150000 sec): 3 clusters
  Score: Raw -155636.173332 + Penalty 2466.534143 = -153169.639189
  nChanged 109
		SP:Iteration 3F (2948.330000 sec): 3 clusters
  Score: Raw -155738.055675 + Penalty 2466.534143 = -153271.521533
  nChanged 75
		SP:Iteration 4Q (2948.520000 sec): 3 clusters
  Score: Raw -155806.602677 + Penalty 2466.534143 = -153340.068534
  nChanged 49
		SP:Iteration 5Q (2948.710000 sec): 3 clusters
  Score: Raw -155851.071930 + Penalty 2466.534143 = -153384.537787
  nChanged 51
		SP:Iteration 6Q (2948.900000 sec): 3 clusters
  Score: Raw -155885.229592 + Penalty 2466.534143 = -153418.695449
  nChanged 38
		SP:Iteration 7Q (2949.080000 sec): 3 clusters
  Score: Raw -155915.528668 + Penalty 2466.534143 = -153448.994525
  nChanged 44
		SP:Iteration 8Q (2949.270000 sec): 3 clusters
  Score: Raw -155957.198276 + Penalty 2466.534143 = -153490.664133
  nChanged 44
		SP:Iteration 9Q (2949.440000 sec): 3 clusters
  Score: Raw -155997.705522 + Penalty 2466.534143 = -153531.171380
  nChanged 43
		SP:Iteration 10Q (2949.620000 sec): 3 clusters
  Score: Raw -156033.370828 + Penalty 2466.534143 = -153566.836686
  nChanged 35
		SP:Iteration 11Q (2949.770000 sec): 3 clusters
  Score: Raw -156058.021576 + Penalty 2466.534143 = -153591.487433
  nChanged 32
		SP:Iteration 12Q (2949.960000 sec): 3 clusters
  Score: Raw -156084.793359 + Penalty 2466.534143 = -153618.259217
  nChanged 35
		SP:Iteration 13Q (2950.150000 sec): 3 clusters
  Score: Raw -156119.351605 + Penalty 2466.534143 = -153652.817462
  nChanged 43
		SP:Iteration 14Q (2950.290000 sec): 3 clusters
  Score: Raw -156171.525843 + Penalty 2466.534143 = -153704.991700
  nChanged 50
		SP:Iteration 15Q (2950.500000 sec): 3 clusters
  Score: Raw -156245.654616 + Penalty 2466.534143 = -153779.120473
  nChanged 59
		SP:Iteration 16Q (2950.650000 sec): 3 clusters
  Score: Raw -156334.982826 + Penalty 2466.534143 = -153868.448684
  nChanged 63
		SP:Iteration 17Q (2950.860000 sec): 3 clusters
  Score: Raw -156411.846880 + Penalty 2466.534143 = -153945.312738
  nChanged 52
		SP:Iteration 18Q (2951.020000 sec): 3 clusters
  Score: Raw -156469.748155 + Penalty 2466.534143 = -154003.214012
  nChanged 40
		SP:Iteration 19Q (2951.210000 sec): 3 clusters
  Score: Raw -156505.275968 + Penalty 2466.534143 = -154038.741825
  nChanged 28
		SP:Iteration 20F (2951.390000 sec): 3 clusters
  Score: Raw -156527.968950 + Penalty 2466.534143 = -154061.434808
  nChanged 23
		SP:Iteration 21Q (2951.600000 sec): 3 clusters
  Score: Raw -156547.122578 + Penalty 2466.534143 = -154080.588436
  nChanged 22
		SP:Iteration 22Q (2951.780000 sec): 3 clusters
  Score: Raw -156562.679529 + Penalty 2466.534143 = -154096.145386
  nChanged 16
		SP:Iteration 23Q (2951.950000 sec): 3 clusters
  Score: Raw -156577.009326 + Penalty 2466.534143 = -154110.475184
  nChanged 10
		SP:Iteration 24Q (2952.130000 sec): 3 clusters
  Score: Raw -156582.680548 + Penalty 2466.534143 = -154116.146405
  nChanged 7
		SP:Iteration 25Q (2952.330000 sec): 3 clusters
  Score: Raw -156586.608067 + Penalty 2466.534143 = -154120.073925
  nChanged 4
		SP:Iteration 26Q (2952.500000 sec): 3 clusters
  Score: Raw -156589.417260 + Penalty 2466.534143 = -154122.883117
  nChanged 2
		SP:Iteration 27Q (2952.730000 sec): 3 clusters
  Score: Raw -156590.623498 + Penalty 2466.534143 = -154124.089356
  nChanged 1
		SP:Iteration 28Q (2952.890000 sec): 3 clusters
  Score: Raw -156590.819660 + Penalty 2466.534143 = -154124.285518
  nChanged 1
		SP:Iteration 29Q (2953.090000 sec): 3 clusters
  Score: Raw -156592.152525 + Penalty 2466.534143 = -154125.618382
  nChanged 1
		SP:Iteration 30Q (2953.240000 sec): 3 clusters
  Score: Raw -156592.351964 + Penalty 2466.534143 = -154125.817822
  nChanged 0
		SP:Iteration 31F (2953.450000 sec): 3 clusters
  Score: Raw -156592.351964 + Penalty 2466.534143 = -154125.817822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (2260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2953.530000 sec): 2 clusters
  Score: Raw -162033.065797 + Penalty 1255.007015 = -160778.058782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2953.700000 sec): 3 clusters
  Score: Raw -161105.465743 + Penalty 2510.014030 = -158595.451713
  nChanged 821
		SP:Iteration 1F (2953.870000 sec): 3 clusters
  Score: Raw -161906.351105 + Penalty 2510.014030 = -159396.337075
  nChanged 263
		SP:Iteration 2F (2954.050000 sec): 3 clusters
  Score: Raw -162335.688751 + Penalty 2510.014030 = -159825.674721
  nChanged 211
		SP:Iteration 3F (2954.230000 sec): 3 clusters
  Score: Raw -162813.328301 + Penalty 2510.014030 = -160303.314271
  nChanged 186
		SP:Iteration 4F (2954.410000 sec): 3 clusters
  Score: Raw -163275.945135 + Penalty 2510.014030 = -160765.931105
  nChanged 154
		SP:Iteration 5F (2954.620000 sec): 3 clusters
  Score: Raw -163649.074591 + Penalty 2510.014030 = -161139.060561
  nChanged 120
		SP:Iteration 6F (2954.800000 sec): 3 clusters
  Score: Raw -163971.448349 + Penalty 2510.014030 = -161461.434319
  nChanged 111
		SP:Iteration 7Q (2955.000000 sec): 3 clusters
  Score: Raw -164457.144295 + Penalty 2510.014030 = -161947.130265
  nChanged 87
		SP:Iteration 8Q (2955.150000 sec): 3 clusters
  Score: Raw -164810.931397 + Penalty 2510.014030 = -162300.917367
  nChanged 66
		SP:Iteration 9Q (2955.350000 sec): 3 clusters
  Score: Raw -164945.354172 + Penalty 2510.014030 = -162435.340142
  nChanged 35
		SP:Iteration 10Q (2955.560000 sec): 3 clusters
  Score: Raw -165074.413444 + Penalty 2510.014030 = -162564.399414
  nChanged 34
		SP:Iteration 11Q (2955.690000 sec): 3 clusters
  Score: Raw -165299.755168 + Penalty 2510.014030 = -162789.741138
  nChanged 33
		SP:Iteration 12Q (2955.890000 sec): 3 clusters
  Score: Raw -165496.200025 + Penalty 2510.014030 = -162986.185995
  nChanged 16
		SP:Iteration 13Q (2956.110000 sec): 3 clusters
  Score: Raw -165517.897412 + Penalty 2510.014030 = -163007.883382
  nChanged 4
		SP:Iteration 14Q (2956.280000 sec): 3 clusters
  Score: Raw -165520.941213 + Penalty 2510.014030 = -163010.927183
  nChanged 2
		SP:Iteration 15Q (2956.470000 sec): 3 clusters
  Score: Raw -165523.711875 + Penalty 2510.014030 = -163013.697845
  nChanged 2
		SP:Iteration 16Q (2956.650000 sec): 3 clusters
  Score: Raw -165524.884465 + Penalty 2510.014030 = -163014.870435
  nChanged 0
		SP:Iteration 17F (2956.830000 sec): 3 clusters
  Score: Raw -165524.884465 + Penalty 2510.014030 = -163014.870435
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2956.920000 sec): 2 clusters
  Score: Raw -184423.615666 + Penalty 1245.684933 = -183177.930734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2957.110000 sec): 3 clusters
  Score: Raw -183513.023092 + Penalty 2491.369865 = -181021.653226
  nChanged 776
		SP:Iteration 1F (2957.300000 sec): 3 clusters
  Score: Raw -184088.091654 + Penalty 2491.369865 = -181596.721788
  nChanged 218
		SP:Iteration 2F (2957.500000 sec): 3 clusters
  Score: Raw -184318.659796 + Penalty 2491.369865 = -181827.289930
  nChanged 182
		SP:Iteration 3F (2957.690000 sec): 3 clusters
  Score: Raw -184556.032776 + Penalty 2491.369865 = -182064.662910
  nChanged 164
		SP:Iteration 4F (2957.860000 sec): 3 clusters
  Score: Raw -184807.843622 + Penalty 2491.369865 = -182316.473757
  nChanged 161
		SP:Iteration 5F (2958.030000 sec): 3 clusters
  Score: Raw -185006.351425 + Penalty 2491.369865 = -182514.981560
  nChanged 84
		SP:Iteration 6Q (2958.230000 sec): 3 clusters
  Score: Raw -185095.088072 + Penalty 2491.369865 = -182603.718207
  nChanged 57
		SP:Iteration 7Q (2958.410000 sec): 3 clusters
  Score: Raw -185156.470966 + Penalty 2491.369865 = -182665.101101
  nChanged 37
		SP:Iteration 8Q (2958.600000 sec): 3 clusters
  Score: Raw -185191.432837 + Penalty 2491.369865 = -182700.062971
  nChanged 26
		SP:Iteration 9Q (2958.780000 sec): 3 clusters
  Score: Raw -185211.744734 + Penalty 2491.369865 = -182720.374869
  nChanged 19
		SP:Iteration 10Q (2958.970000 sec): 3 clusters
  Score: Raw -185230.074739 + Penalty 2491.369865 = -182738.704874
  nChanged 14
		SP:Iteration 11Q (2959.140000 sec): 3 clusters
  Score: Raw -185240.044099 + Penalty 2491.369865 = -182748.674233
  nChanged 12
		SP:Iteration 12Q (2959.310000 sec): 3 clusters
  Score: Raw -185246.109213 + Penalty 2491.369865 = -182754.739347
  nChanged 5
		SP:Iteration 13Q (2959.500000 sec): 3 clusters
  Score: Raw -185248.998168 + Penalty 2491.369865 = -182757.628303
  nChanged 2
		SP:Iteration 14Q (2959.700000 sec): 3 clusters
  Score: Raw -185249.736709 + Penalty 2491.369865 = -182758.366843
  nChanged 2
		SP:Iteration 15Q (2959.860000 sec): 3 clusters
  Score: Raw -185250.484963 + Penalty 2491.369865 = -182759.115098
  nChanged 0
		SP:Iteration 16F (2960.040000 sec): 3 clusters
  Score: Raw -185250.484963 + Penalty 2491.369865 = -182759.115098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2960.150000 sec): 2 clusters
  Score: Raw -21426.265148 + Penalty 945.280563 = -20480.984584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2960.340000 sec): 3 clusters
  Score: Raw -21563.085163 + Penalty 1890.561127 = -19672.524036
  nChanged 83
		SP:Iteration 1F (2960.510000 sec): 3 clusters
  Score: Raw -21866.389940 + Penalty 1890.561127 = -19975.828813
  nChanged 45
		SP:Iteration 2F (2960.690000 sec): 3 clusters
  Score: Raw -22168.644468 + Penalty 1890.561127 = -20278.083341
  nChanged 24
		SP:Iteration 3F (2960.820000 sec): 3 clusters
  Score: Raw -22329.962191 + Penalty 1890.561127 = -20439.401064
  nChanged 12
		SP:Iteration 4Q (2961.020000 sec): 3 clusters
  Score: Raw -22474.938635 + Penalty 1890.561127 = -20584.377508
  nChanged 10
		SP:Iteration 5Q (2961.220000 sec): 3 clusters
  Score: Raw -22621.680943 + Penalty 1890.561127 = -20731.119816
  nChanged 10
		SP:Iteration 6Q (2961.360000 sec): 3 clusters
  Score: Raw -22725.680646 + Penalty 1890.561127 = -20835.119519
  nChanged 9
		SP:Iteration 7Q (2961.560000 sec): 3 clusters
  Score: Raw -22838.779750 + Penalty 1890.561127 = -20948.218623
  nChanged 4
		SP:Iteration 8Q (2961.720000 sec): 3 clusters
  Score: Raw -22876.356791 + Penalty 1890.561127 = -20985.795664
  nChanged 1
		SP:Iteration 9Q (2961.920000 sec): 3 clusters
  Score: Raw -22882.908276 + Penalty 1890.561127 = -20992.347149
  nChanged 1
		SP:Iteration 10Q (2962.090000 sec): 3 clusters
  Score: Raw -22921.068974 + Penalty 1890.561127 = -21030.507847
  nChanged 0
		SP:Iteration 11F (2962.270000 sec): 3 clusters
  Score: Raw -22942.787079 + Penalty 1890.561127 = -21052.225952
  nChanged 1
		SP:Iteration 12Q (2962.490000 sec): 3 clusters
  Score: Raw -23049.720852 + Penalty 1890.561127 = -21159.159725
  nChanged 0
		SP:Iteration 13F (2962.680000 sec): 3 clusters
  Score: Raw -23049.720852 + Penalty 1890.561127 = -21159.159725
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2962.760000 sec): 2 clusters
  Score: Raw -180010.734340 + Penalty 1252.251483 = -178758.482857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2963.000000 sec): 3 clusters
  Score: Raw -179013.796499 + Penalty 2504.502965 = -176509.293533
  nChanged 829
		SP:Iteration 1F (2963.160000 sec): 3 clusters
  Score: Raw -179575.819583 + Penalty 2504.502965 = -177071.316618
  nChanged 165
		SP:Iteration 2F (2963.310000 sec): 3 clusters
  Score: Raw -179706.283537 + Penalty 2504.502965 = -177201.780572
  nChanged 112
		SP:Iteration 3F (2963.510000 sec): 3 clusters
  Score: Raw -179801.312687 + Penalty 2504.502965 = -177296.809722
  nChanged 94
		SP:Iteration 4Q (2963.640000 sec): 3 clusters
  Score: Raw -179877.541548 + Penalty 2504.502965 = -177373.038583
  nChanged 83
		SP:Iteration 5Q (2963.850000 sec): 3 clusters
  Score: Raw -179946.026039 + Penalty 2504.502965 = -177441.523073
  nChanged 83
		SP:Iteration 6Q (2964.030000 sec): 3 clusters
  Score: Raw -180015.531510 + Penalty 2504.502965 = -177511.028545
  nChanged 68
		SP:Iteration 7Q (2964.240000 sec): 3 clusters
  Score: Raw -180072.688061 + Penalty 2504.502965 = -177568.185096
  nChanged 61
		SP:Iteration 8Q (2964.400000 sec): 3 clusters
  Score: Raw -180126.200486 + Penalty 2504.502965 = -177621.697521
  nChanged 62
		SP:Iteration 9Q (2964.620000 sec): 3 clusters
  Score: Raw -180173.190950 + Penalty 2504.502965 = -177668.687984
  nChanged 46
		SP:Iteration 10Q (2964.790000 sec): 3 clusters
  Score: Raw -180200.903485 + Penalty 2504.502965 = -177696.400519
  nChanged 32
		SP:Iteration 11Q (2964.940000 sec): 3 clusters
  Score: Raw -180228.322418 + Penalty 2504.502965 = -177723.819453
  nChanged 34
		SP:Iteration 12Q (2965.140000 sec): 3 clusters
  Score: Raw -180250.984128 + Penalty 2504.502965 = -177746.481163
  nChanged 35
		SP:Iteration 13Q (2965.310000 sec): 3 clusters
  Score: Raw -180270.253954 + Penalty 2504.502965 = -177765.750989
  nChanged 13
		SP:Iteration 14Q (2965.540000 sec): 3 clusters
  Score: Raw -180276.029928 + Penalty 2504.502965 = -177771.526962
  nChanged 20
		SP:Iteration 15Q (2965.680000 sec): 3 clusters
  Score: Raw -180285.629581 + Penalty 2504.502965 = -177781.126616
  nChanged 15
		SP:Iteration 16Q (2965.870000 sec): 3 clusters
  Score: Raw -180290.829326 + Penalty 2504.502965 = -177786.326361
  nChanged 11
		SP:Iteration 17Q (2966.040000 sec): 3 clusters
  Score: Raw -180297.077109 + Penalty 2504.502965 = -177792.574144
  nChanged 14
		SP:Iteration 18Q (2966.230000 sec): 3 clusters
  Score: Raw -180304.442749 + Penalty 2504.502965 = -177799.939784
  nChanged 16
		SP:Iteration 19Q (2966.390000 sec): 3 clusters
  Score: Raw -180312.205328 + Penalty 2504.502965 = -177807.702362
  nChanged 11
		SP:Iteration 20F (2966.550000 sec): 3 clusters
  Score: Raw -180317.242075 + Penalty 2504.502965 = -177812.739110
  nChanged 14
		SP:Iteration 21Q (2966.740000 sec): 3 clusters
  Score: Raw -180325.110253 + Penalty 2504.502965 = -177820.607288
  nChanged 10
		SP:Iteration 22Q (2966.920000 sec): 3 clusters
  Score: Raw -180330.830866 + Penalty 2504.502965 = -177826.327901
  nChanged 5
		SP:Iteration 23Q (2967.110000 sec): 3 clusters
  Score: Raw -180333.792118 + Penalty 2504.502965 = -177829.289153
  nChanged 4
		SP:Iteration 24Q (2967.320000 sec): 3 clusters
  Score: Raw -180336.586278 + Penalty 2504.502965 = -177832.083313
  nChanged 1
		SP:Iteration 25Q (2967.510000 sec): 3 clusters
  Score: Raw -180337.389205 + Penalty 2504.502965 = -177832.886240
  nChanged 0
		SP:Iteration 26F (2967.680000 sec): 3 clusters
  Score: Raw -180337.389205 + Penalty 2504.502965 = -177832.886240
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2967.750000 sec): 2 clusters
  Score: Raw -44574.065131 + Penalty 1026.832318 = -43547.232812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2967.930000 sec): 3 clusters
  Score: Raw -44522.912530 + Penalty 2053.664637 = -42469.247893
  nChanged 140
		SP:Iteration 1F (2968.070000 sec): 3 clusters
  Score: Raw -44707.499171 + Penalty 2053.664637 = -42653.834534
  nChanged 30
		SP:Iteration 2F (2968.290000 sec): 3 clusters
  Score: Raw -44753.283749 + Penalty 2053.664637 = -42699.619112
  nChanged 17
		SP:Iteration 3Q (2968.450000 sec): 3 clusters
  Score: Raw -44797.500787 + Penalty 2053.664637 = -42743.836150
  nChanged 15
		SP:Iteration 4Q (2968.610000 sec): 3 clusters
  Score: Raw -44814.062443 + Penalty 2053.664637 = -42760.397806
  nChanged 6
		SP:Iteration 5Q (2968.790000 sec): 3 clusters
  Score: Raw -44820.658975 + Penalty 2053.664637 = -42766.994338
  nChanged 5
		SP:Iteration 6Q (2968.970000 sec): 3 clusters
  Score: Raw -44830.096341 + Penalty 2053.664637 = -42776.431704
  nChanged 3
		SP:Iteration 7Q (2969.170000 sec): 3 clusters
  Score: Raw -44831.321536 + Penalty 2053.664637 = -42777.656899
  nChanged 0
		SP:Iteration 8F (2969.350000 sec): 3 clusters
  Score: Raw -44831.321536 + Penalty 2053.664637 = -42777.656899
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2969.450000 sec): 2 clusters
  Score: Raw -72654.116646 + Penalty 1106.109771 = -71548.006875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2969.620000 sec): 3 clusters
  Score: Raw -72408.161892 + Penalty 2212.219542 = -70195.942350
  nChanged 242
		SP:Iteration 1F (2969.790000 sec): 3 clusters
  Score: Raw -72632.740468 + Penalty 2212.219542 = -70420.520926
  nChanged 62
		SP:Iteration 2F (2969.950000 sec): 3 clusters
  Score: Raw -72712.451145 + Penalty 2212.219542 = -70500.231602
  nChanged 30
		SP:Iteration 3Q (2970.140000 sec): 3 clusters
  Score: Raw -72743.507665 + Penalty 2212.219542 = -70531.288123
  nChanged 15
		SP:Iteration 4Q (2970.330000 sec): 3 clusters
  Score: Raw -72757.443601 + Penalty 2212.219542 = -70545.224059
  nChanged 15
		SP:Iteration 5Q (2970.520000 sec): 3 clusters
  Score: Raw -72776.550070 + Penalty 2212.219542 = -70564.330528
  nChanged 15
		SP:Iteration 6Q (2970.710000 sec): 3 clusters
  Score: Raw -72796.391480 + Penalty 2212.219542 = -70584.171938
  nChanged 12
		SP:Iteration 7Q (2970.850000 sec): 3 clusters
  Score: Raw -72813.988464 + Penalty 2212.219542 = -70601.768922
  nChanged 16
		SP:Iteration 8Q (2971.040000 sec): 3 clusters
  Score: Raw -72843.899106 + Penalty 2212.219542 = -70631.679564
  nChanged 15
		SP:Iteration 9Q (2971.220000 sec): 3 clusters
  Score: Raw -72869.770457 + Penalty 2212.219542 = -70657.550915
  nChanged 19
		SP:Iteration 10Q (2971.420000 sec): 3 clusters
  Score: Raw -72912.623639 + Penalty 2212.219542 = -70700.404097
  nChanged 27
		SP:Iteration 11Q (2971.580000 sec): 3 clusters
  Score: Raw -72955.943275 + Penalty 2212.219542 = -70743.723732
  nChanged 28
		SP:Iteration 12Q (2971.740000 sec): 3 clusters
  Score: Raw -72998.747095 + Penalty 2212.219542 = -70786.527553
  nChanged 23
		SP:Iteration 13Q (2971.970000 sec): 3 clusters
  Score: Raw -73035.721095 + Penalty 2212.219542 = -70823.501552
  nChanged 27
		SP:Iteration 14Q (2972.140000 sec): 3 clusters
  Score: Raw -73078.667220 + Penalty 2212.219542 = -70866.447678
  nChanged 18
		SP:Iteration 15Q (2972.300000 sec): 3 clusters
  Score: Raw -73109.614409 + Penalty 2212.219542 = -70897.394867
  nChanged 21
		SP:Iteration 16Q (2972.510000 sec): 3 clusters
  Score: Raw -73146.367632 + Penalty 2212.219542 = -70934.148090
  nChanged 19
		SP:Iteration 17Q (2972.700000 sec): 3 clusters
  Score: Raw -73181.737079 + Penalty 2212.219542 = -70969.517537
  nChanged 20
		SP:Iteration 18Q (2972.850000 sec): 3 clusters
  Score: Raw -73224.429640 + Penalty 2212.219542 = -71012.210097
  nChanged 17
		SP:Iteration 19Q (2973.040000 sec): 3 clusters
  Score: Raw -73272.875578 + Penalty 2212.219542 = -71060.656036
  nChanged 24
		SP:Iteration 20F (2973.220000 sec): 3 clusters
  Score: Raw -73368.927245 + Penalty 2212.219542 = -71156.707703
  nChanged 25
		SP:Iteration 21Q (2973.400000 sec): 3 clusters
  Score: Raw -73462.698761 + Penalty 2212.219542 = -71250.479219
  nChanged 20
		SP:Iteration 22Q (2973.600000 sec): 3 clusters
  Score: Raw -73508.136968 + Penalty 2212.219542 = -71295.917426
  nChanged 11
		SP:Iteration 23Q (2973.800000 sec): 3 clusters
  Score: Raw -73528.323641 + Penalty 2212.219542 = -71316.104099
  nChanged 5
		SP:Iteration 24Q (2973.990000 sec): 3 clusters
  Score: Raw -73534.717595 + Penalty 2212.219542 = -71322.498053
  nChanged 4
		SP:Iteration 25Q (2974.170000 sec): 3 clusters
  Score: Raw -73539.742516 + Penalty 2212.219542 = -71327.522974
  nChanged 4
		SP:Iteration 26Q (2974.320000 sec): 3 clusters
  Score: Raw -73545.828547 + Penalty 2212.219542 = -71333.609005
  nChanged 6
		SP:Iteration 27Q (2974.500000 sec): 3 clusters
  Score: Raw -73558.606250 + Penalty 2212.219542 = -71346.386708
  nChanged 4
		SP:Iteration 28Q (2974.660000 sec): 3 clusters
  Score: Raw -73565.112561 + Penalty 2212.219542 = -71352.893019
  nChanged 4
		SP:Iteration 29Q (2974.860000 sec): 3 clusters
  Score: Raw -73571.910132 + Penalty 2212.219542 = -71359.690590
  nChanged 3
		SP:Iteration 30Q (2975.010000 sec): 3 clusters
  Score: Raw -73579.391162 + Penalty 2212.219542 = -71367.171620
  nChanged 7
		SP:Iteration 31Q (2975.190000 sec): 3 clusters
  Score: Raw -73602.282985 + Penalty 2212.219542 = -71390.063442
  nChanged 7
		SP:Iteration 32Q (2975.370000 sec): 3 clusters
  Score: Raw -73636.416169 + Penalty 2212.219542 = -71424.196627
  nChanged 10
		SP:Iteration 33Q (2975.540000 sec): 3 clusters
  Score: Raw -73699.436242 + Penalty 2212.219542 = -71487.216699
  nChanged 16
		SP:Iteration 34Q (2975.730000 sec): 3 clusters
  Score: Raw -73911.166917 + Penalty 2212.219542 = -71698.947375
  nChanged 11
		SP:Iteration 35Q (2975.920000 sec): 3 clusters
  Score: Raw -74342.726169 + Penalty 2212.219542 = -72130.506627
  nChanged 32
		SP:Iteration 36Q (2976.080000 sec): 3 clusters
  Score: Raw -74445.464478 + Penalty 2212.219542 = -72233.244936
  nChanged 27
		SP:Iteration 37Q (2976.260000 sec): 3 clusters
  Score: Raw -74545.845615 + Penalty 2212.219542 = -72333.626073
  nChanged 17
		SP:Iteration 38Q (2976.460000 sec): 3 clusters
  Score: Raw -74620.113508 + Penalty 2212.219542 = -72407.893966
  nChanged 12
		SP:Iteration 39Q (2976.640000 sec): 3 clusters
  Score: Raw -74690.156165 + Penalty 2212.219542 = -72477.936623
  nChanged 12
		SP:Iteration 40F (2976.820000 sec): 3 clusters
  Score: Raw -74865.549834 + Penalty 2212.219542 = -72653.330292
  nChanged 26
		SP:Iteration 41Q (2976.980000 sec): 3 clusters
  Score: Raw -75668.860553 + Penalty 2212.219542 = -73456.641011
  nChanged 1
		SP:Iteration 42Q (2977.180000 sec): 3 clusters
  Score: Raw -75931.543703 + Penalty 2212.219542 = -73719.324161
  nChanged 0
		SP:Iteration 43F (2977.390000 sec): 3 clusters
  Score: Raw -75931.543703 + Penalty 2212.219542 = -73719.324161
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2977.480000 sec): 2 clusters
  Score: Raw -233087.571140 + Penalty 1307.147470 = -231780.423670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2977.640000 sec): 3 clusters
  Score: Raw -231638.181175 + Penalty 2614.294940 = -229023.886235
  nChanged 1184
		SP:Iteration 1F (2977.820000 sec): 3 clusters
  Score: Raw -232435.117931 + Penalty 2614.294940 = -229820.822991
  nChanged 289
		SP:Iteration 2F (2978.000000 sec): 3 clusters
  Score: Raw -232679.738497 + Penalty 2614.294940 = -230065.443557
  nChanged 190
		SP:Iteration 3F (2978.190000 sec): 3 clusters
  Score: Raw -232853.193111 + Penalty 2614.294940 = -230238.898171
  nChanged 158
		SP:Iteration 4F (2978.380000 sec): 3 clusters
  Score: Raw -232996.979631 + Penalty 2614.294940 = -230382.684691
  nChanged 139
		SP:Iteration 5Q (2978.560000 sec): 3 clusters
  Score: Raw -233118.771406 + Penalty 2614.294940 = -230504.476465
  nChanged 133
		SP:Iteration 6Q (2978.760000 sec): 3 clusters
  Score: Raw -233207.398746 + Penalty 2614.294940 = -230593.103806
  nChanged 115
		SP:Iteration 7Q (2978.920000 sec): 3 clusters
  Score: Raw -233290.497832 + Penalty 2614.294940 = -230676.202892
  nChanged 103
		SP:Iteration 8Q (2979.140000 sec): 3 clusters
  Score: Raw -233358.842099 + Penalty 2614.294940 = -230744.547159
  nChanged 68
		SP:Iteration 9Q (2979.340000 sec): 3 clusters
  Score: Raw -233396.034819 + Penalty 2614.294940 = -230781.739878
  nChanged 56
		SP:Iteration 10Q (2979.560000 sec): 3 clusters
  Score: Raw -233434.754434 + Penalty 2614.294940 = -230820.459493
  nChanged 57
		SP:Iteration 11Q (2979.720000 sec): 3 clusters
  Score: Raw -233471.121146 + Penalty 2614.294940 = -230856.826206
  nChanged 41
		SP:Iteration 12Q (2979.880000 sec): 3 clusters
  Score: Raw -233491.609081 + Penalty 2614.294940 = -230877.314140
  nChanged 37
		SP:Iteration 13Q (2980.030000 sec): 3 clusters
  Score: Raw -233511.074520 + Penalty 2614.294940 = -230896.779580
  nChanged 36
		SP:Iteration 14Q (2980.190000 sec): 3 clusters
  Score: Raw -233527.764924 + Penalty 2614.294940 = -230913.469983
  nChanged 27
		SP:Iteration 15Q (2980.380000 sec): 3 clusters
  Score: Raw -233540.136222 + Penalty 2614.294940 = -230925.841282
  nChanged 23
		SP:Iteration 16Q (2980.570000 sec): 3 clusters
  Score: Raw -233557.247500 + Penalty 2614.294940 = -230942.952560
  nChanged 20
		SP:Iteration 17Q (2980.740000 sec): 3 clusters
  Score: Raw -233567.561861 + Penalty 2614.294940 = -230953.266921
  nChanged 14
		SP:Iteration 18Q (2980.920000 sec): 3 clusters
  Score: Raw -233574.371409 + Penalty 2614.294940 = -230960.076469
  nChanged 14
		SP:Iteration 19Q (2981.090000 sec): 3 clusters
  Score: Raw -233579.919403 + Penalty 2614.294940 = -230965.624462
  nChanged 18
		SP:Iteration 20F (2981.280000 sec): 3 clusters
  Score: Raw -233587.452836 + Penalty 2614.294940 = -230973.157895
  nChanged 14
		SP:Iteration 21Q (2981.490000 sec): 3 clusters
  Score: Raw -233592.288620 + Penalty 2614.294940 = -230977.993680
  nChanged 9
		SP:Iteration 22Q (2981.680000 sec): 3 clusters
  Score: Raw -233596.272505 + Penalty 2614.294940 = -230981.977565
  nChanged 10
		SP:Iteration 23Q (2981.850000 sec): 3 clusters
  Score: Raw -233600.872713 + Penalty 2614.294940 = -230986.577772
  nChanged 13
		SP:Iteration 24Q (2982.070000 sec): 3 clusters
  Score: Raw -233605.676879 + Penalty 2614.294940 = -230991.381939
  nChanged 7
		SP:Iteration 25Q (2982.230000 sec): 3 clusters
  Score: Raw -233607.591080 + Penalty 2614.294940 = -230993.296140
  nChanged 6
		SP:Iteration 26Q (2982.450000 sec): 3 clusters
  Score: Raw -233608.931407 + Penalty 2614.294940 = -230994.636466
  nChanged 0
		SP:Iteration 27F (2982.610000 sec): 3 clusters
  Score: Raw -233608.931407 + Penalty 2614.294940 = -230994.636466
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (1152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2982.740000 sec): 2 clusters
  Score: Raw -68129.321765 + Penalty 1145.503912 = -66983.817853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2982.890000 sec): 3 clusters
  Score: Raw -67755.282241 + Penalty 2291.007823 = -65464.274417
  nChanged 381
		SP:Iteration 1F (2983.060000 sec): 3 clusters
  Score: Raw -68176.794643 + Penalty 2291.007823 = -65885.786820
  nChanged 134
		SP:Iteration 2F (2983.210000 sec): 3 clusters
  Score: Raw -68379.442289 + Penalty 2291.007823 = -66088.434465
  nChanged 80
		SP:Iteration 3F (2983.410000 sec): 3 clusters
  Score: Raw -68496.040776 + Penalty 2291.007823 = -66205.032953
  nChanged 60
		SP:Iteration 4F (2983.550000 sec): 3 clusters
  Score: Raw -68573.886940 + Penalty 2291.007823 = -66282.879116
  nChanged 42
		SP:Iteration 5Q (2983.750000 sec): 3 clusters
  Score: Raw -68630.961302 + Penalty 2291.007823 = -66339.953479
  nChanged 36
		SP:Iteration 6Q (2983.920000 sec): 3 clusters
  Score: Raw -68673.321426 + Penalty 2291.007823 = -66382.313603
  nChanged 35
		SP:Iteration 7Q (2984.120000 sec): 3 clusters
  Score: Raw -68721.473384 + Penalty 2291.007823 = -66430.465560
  nChanged 27
		SP:Iteration 8Q (2984.300000 sec): 3 clusters
  Score: Raw -68750.592364 + Penalty 2291.007823 = -66459.584540
  nChanged 20
		SP:Iteration 9Q (2984.460000 sec): 3 clusters
  Score: Raw -68776.068081 + Penalty 2291.007823 = -66485.060257
  nChanged 15
		SP:Iteration 10Q (2984.650000 sec): 3 clusters
  Score: Raw -68793.777211 + Penalty 2291.007823 = -66502.769388
  nChanged 11
		SP:Iteration 11Q (2984.870000 sec): 3 clusters
  Score: Raw -68808.347935 + Penalty 2291.007823 = -66517.340112
  nChanged 14
		SP:Iteration 12Q (2985.020000 sec): 3 clusters
  Score: Raw -68823.095899 + Penalty 2291.007823 = -66532.088075
  nChanged 8
		SP:Iteration 13Q (2985.190000 sec): 3 clusters
  Score: Raw -68829.571726 + Penalty 2291.007823 = -66538.563903
  nChanged 2
		SP:Iteration 14Q (2985.360000 sec): 3 clusters
  Score: Raw -68830.704034 + Penalty 2291.007823 = -66539.696211
  nChanged 1
		SP:Iteration 15Q (2985.550000 sec): 3 clusters
  Score: Raw -68833.005067 + Penalty 2291.007823 = -66541.997244
  nChanged 2
		SP:Iteration 16Q (2985.750000 sec): 3 clusters
  Score: Raw -68839.446135 + Penalty 2291.007823 = -66548.438312
  nChanged 2
		SP:Iteration 17Q (2985.940000 sec): 3 clusters
  Score: Raw -68840.733051 + Penalty 2291.007823 = -66549.725227
  nChanged 3
		SP:Iteration 18Q (2986.130000 sec): 3 clusters
  Score: Raw -68844.334873 + Penalty 2291.007823 = -66553.327050
  nChanged 2
		SP:Iteration 19Q (2986.320000 sec): 3 clusters
  Score: Raw -68845.188084 + Penalty 2291.007823 = -66554.180261
  nChanged 2
		SP:Iteration 20F (2986.510000 sec): 3 clusters
  Score: Raw -68846.188402 + Penalty 2291.007823 = -66555.180579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2986.580000 sec): 2 clusters
  Score: Raw -159430.216554 + Penalty 1231.282314 = -158198.934240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2986.790000 sec): 3 clusters
  Score: Raw -158583.589926 + Penalty 2462.564628 = -156121.025299
  nChanged 664
		SP:Iteration 1F (2986.980000 sec): 3 clusters
  Score: Raw -159050.533238 + Penalty 2462.564628 = -156587.968610
  nChanged 184
		SP:Iteration 2F (2987.130000 sec): 3 clusters
  Score: Raw -159199.644950 + Penalty 2462.564628 = -156737.080322
  nChanged 115
		SP:Iteration 3F (2987.320000 sec): 3 clusters
  Score: Raw -159301.557118 + Penalty 2462.564628 = -156838.992491
  nChanged 83
		SP:Iteration 4Q (2987.490000 sec): 3 clusters
  Score: Raw -159356.635965 + Penalty 2462.564628 = -156894.071338
  nChanged 56
		SP:Iteration 5Q (2987.720000 sec): 3 clusters
  Score: Raw -159393.423881 + Penalty 2462.564628 = -156930.859253
  nChanged 44
		SP:Iteration 6Q (2987.910000 sec): 3 clusters
  Score: Raw -159418.572631 + Penalty 2462.564628 = -156956.008004
  nChanged 36
		SP:Iteration 7Q (2988.110000 sec): 3 clusters
  Score: Raw -159450.608101 + Penalty 2462.564628 = -156988.043473
  nChanged 32
		SP:Iteration 8Q (2988.270000 sec): 3 clusters
  Score: Raw -159471.548270 + Penalty 2462.564628 = -157008.983643
  nChanged 27
		SP:Iteration 9Q (2988.430000 sec): 3 clusters
  Score: Raw -159488.640775 + Penalty 2462.564628 = -157026.076148
  nChanged 21
		SP:Iteration 10Q (2988.630000 sec): 3 clusters
  Score: Raw -159503.571117 + Penalty 2462.564628 = -157041.006489
  nChanged 25
		SP:Iteration 11Q (2988.790000 sec): 3 clusters
  Score: Raw -159517.885609 + Penalty 2462.564628 = -157055.320981
  nChanged 17
		SP:Iteration 12Q (2988.980000 sec): 3 clusters
  Score: Raw -159530.866841 + Penalty 2462.564628 = -157068.302214
  nChanged 21
		SP:Iteration 13Q (2989.190000 sec): 3 clusters
  Score: Raw -159545.537351 + Penalty 2462.564628 = -157082.972723
  nChanged 23
		SP:Iteration 14Q (2989.370000 sec): 3 clusters
  Score: Raw -159562.259908 + Penalty 2462.564628 = -157099.695280
  nChanged 17
		SP:Iteration 15Q (2989.590000 sec): 3 clusters
  Score: Raw -159577.210221 + Penalty 2462.564628 = -157114.645594
  nChanged 22
		SP:Iteration 16Q (2989.730000 sec): 3 clusters
  Score: Raw -159593.561914 + Penalty 2462.564628 = -157130.997286
  nChanged 21
		SP:Iteration 17Q (2989.990000 sec): 3 clusters
  Score: Raw -159612.255203 + Penalty 2462.564628 = -157149.690575
  nChanged 18
		SP:Iteration 18Q (2990.160000 sec): 3 clusters
  Score: Raw -159628.300331 + Penalty 2462.564628 = -157165.735704
  nChanged 21
		SP:Iteration 19Q (2990.350000 sec): 3 clusters
  Score: Raw -159643.542499 + Penalty 2462.564628 = -157180.977872
  nChanged 18
		SP:Iteration 20F (2990.540000 sec): 3 clusters
  Score: Raw -159655.369928 + Penalty 2462.564628 = -157192.805300
  nChanged 17
		SP:Iteration 21Q (2990.740000 sec): 3 clusters
  Score: Raw -159668.262404 + Penalty 2462.564628 = -157205.697777
  nChanged 18
		SP:Iteration 22Q (2990.880000 sec): 3 clusters
  Score: Raw -159677.811953 + Penalty 2462.564628 = -157215.247326
  nChanged 12
		SP:Iteration 23Q (2991.030000 sec): 3 clusters
  Score: Raw -159685.140131 + Penalty 2462.564628 = -157222.575504
  nChanged 10
		SP:Iteration 24Q (2991.170000 sec): 3 clusters
  Score: Raw -159692.131161 + Penalty 2462.564628 = -157229.566534
  nChanged 11
		SP:Iteration 25Q (2991.410000 sec): 3 clusters
  Score: Raw -159699.006068 + Penalty 2462.564628 = -157236.441440
  nChanged 8
		SP:Iteration 26Q (2991.550000 sec): 3 clusters
  Score: Raw -159703.283268 + Penalty 2462.564628 = -157240.718641
  nChanged 6
		SP:Iteration 27Q (2991.760000 sec): 3 clusters
  Score: Raw -159705.616279 + Penalty 2462.564628 = -157243.051651
  nChanged 5
		SP:Iteration 28Q (2991.950000 sec): 3 clusters
  Score: Raw -159708.680713 + Penalty 2462.564628 = -157246.116085
  nChanged 6
		SP:Iteration 29Q (2992.110000 sec): 3 clusters
  Score: Raw -159711.249581 + Penalty 2462.564628 = -157248.684954
  nChanged 2
		SP:Iteration 30Q (2992.320000 sec): 3 clusters
  Score: Raw -159713.008561 + Penalty 2462.564628 = -157250.443933
  nChanged 2
		SP:Iteration 31Q (2992.500000 sec): 3 clusters
  Score: Raw -159714.010532 + Penalty 2462.564628 = -157251.445904
  nChanged 3
		SP:Iteration 32Q (2992.680000 sec): 3 clusters
  Score: Raw -159716.022521 + Penalty 2462.564628 = -157253.457893
  nChanged 4
		SP:Iteration 33Q (2992.850000 sec): 3 clusters
  Score: Raw -159718.194019 + Penalty 2462.564628 = -157255.629391
  nChanged 6
		SP:Iteration 34Q (2993.040000 sec): 3 clusters
  Score: Raw -159723.209603 + Penalty 2462.564628 = -157260.644976
  nChanged 7
		SP:Iteration 35Q (2993.200000 sec): 3 clusters
  Score: Raw -159728.826308 + Penalty 2462.564628 = -157266.261680
  nChanged 10
		SP:Iteration 36Q (2993.360000 sec): 3 clusters
  Score: Raw -159734.778542 + Penalty 2462.564628 = -157272.213914
  nChanged 4
		SP:Iteration 37Q (2993.550000 sec): 3 clusters
  Score: Raw -159737.383465 + Penalty 2462.564628 = -157274.818837
  nChanged 4
		SP:Iteration 38Q (2993.730000 sec): 3 clusters
  Score: Raw -159739.854228 + Penalty 2462.564628 = -157277.289600
  nChanged 8
		SP:Iteration 39Q (2993.880000 sec): 3 clusters
  Score: Raw -159745.798167 + Penalty 2462.564628 = -157283.233539
  nChanged 14
		SP:Iteration 40F (2994.080000 sec): 3 clusters
  Score: Raw -159754.408326 + Penalty 2462.564628 = -157291.843698
  nChanged 9
		SP:Iteration 41Q (2994.250000 sec): 3 clusters
  Score: Raw -159759.869108 + Penalty 2462.564628 = -157297.304481
  nChanged 7
		SP:Iteration 42Q (2994.430000 sec): 3 clusters
  Score: Raw -159762.853244 + Penalty 2462.564628 = -157300.288617
  nChanged 6
		SP:Iteration 43Q (2994.610000 sec): 3 clusters
  Score: Raw -159766.127005 + Penalty 2462.564628 = -157303.562377
  nChanged 8
		SP:Iteration 44Q (2994.800000 sec): 3 clusters
  Score: Raw -159772.858535 + Penalty 2462.564628 = -157310.293908
  nChanged 12
		SP:Iteration 45Q (2994.990000 sec): 3 clusters
  Score: Raw -159778.874473 + Penalty 2462.564628 = -157316.309846
  nChanged 9
		SP:Iteration 46Q (2995.190000 sec): 3 clusters
  Score: Raw -159783.260693 + Penalty 2462.564628 = -157320.696065
  nChanged 6
		SP:Iteration 47Q (2995.340000 sec): 3 clusters
  Score: Raw -159785.432188 + Penalty 2462.564628 = -157322.867561
  nChanged 3
		SP:Iteration 48Q (2995.540000 sec): 3 clusters
  Score: Raw -159787.456708 + Penalty 2462.564628 = -157324.892080
  nChanged 5
		SP:Iteration 49Q (2995.720000 sec): 3 clusters
  Score: Raw -159789.179232 + Penalty 2462.564628 = -157326.614604
  nChanged 1
		SP:Iteration 50Q (2995.910000 sec): 3 clusters
  Score: Raw -159789.564828 + Penalty 2462.564628 = -157327.000201
  nChanged 0
		SP:Iteration 51F (2996.100000 sec): 3 clusters
  Score: Raw -159789.564828 + Penalty 2462.564628 = -157327.000201
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (1936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2996.210000 sec): 2 clusters
  Score: Raw -150721.182459 + Penalty 1229.861631 = -149491.320828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2996.380000 sec): 3 clusters
  Score: Raw -149909.210075 + Penalty 2459.723262 = -147449.486813
  nChanged 689
		SP:Iteration 1F (2996.570000 sec): 3 clusters
  Score: Raw -150345.888822 + Penalty 2459.723262 = -147886.165560
  nChanged 137
		SP:Iteration 2F (2996.790000 sec): 3 clusters
  Score: Raw -150430.161224 + Penalty 2459.723262 = -147970.437962
  nChanged 70
		SP:Iteration 3Q (2996.940000 sec): 3 clusters
  Score: Raw -150486.322362 + Penalty 2459.723262 = -148026.599099
  nChanged 60
		SP:Iteration 4Q (2997.140000 sec): 3 clusters
  Score: Raw -150525.910475 + Penalty 2459.723262 = -148066.187213
  nChanged 46
		SP:Iteration 5Q (2997.330000 sec): 3 clusters
  Score: Raw -150559.610977 + Penalty 2459.723262 = -148099.887715
  nChanged 48
		SP:Iteration 6Q (2997.560000 sec): 3 clusters
  Score: Raw -150592.728213 + Penalty 2459.723262 = -148133.004951
  nChanged 35
		SP:Iteration 7Q (2997.700000 sec): 3 clusters
  Score: Raw -150612.897288 + Penalty 2459.723262 = -148153.174026
  nChanged 27
		SP:Iteration 8Q (2997.860000 sec): 3 clusters
  Score: Raw -150623.860646 + Penalty 2459.723262 = -148164.137384
  nChanged 21
		SP:Iteration 9Q (2998.080000 sec): 3 clusters
  Score: Raw -150636.910015 + Penalty 2459.723262 = -148177.186753
  nChanged 24
		SP:Iteration 10Q (2998.240000 sec): 3 clusters
  Score: Raw -150650.210641 + Penalty 2459.723262 = -148190.487379
  nChanged 27
		SP:Iteration 11Q (2998.420000 sec): 3 clusters
  Score: Raw -150667.414038 + Penalty 2459.723262 = -148207.690775
  nChanged 23
		SP:Iteration 12Q (2998.640000 sec): 3 clusters
  Score: Raw -150677.871945 + Penalty 2459.723262 = -148218.148683
  nChanged 17
		SP:Iteration 13Q (2998.780000 sec): 3 clusters
  Score: Raw -150686.238488 + Penalty 2459.723262 = -148226.515226
  nChanged 15
		SP:Iteration 14Q (2998.970000 sec): 3 clusters
  Score: Raw -150692.586460 + Penalty 2459.723262 = -148232.863198
  nChanged 12
		SP:Iteration 15Q (2999.170000 sec): 3 clusters
  Score: Raw -150698.407608 + Penalty 2459.723262 = -148238.684346
  nChanged 7
		SP:Iteration 16Q (2999.330000 sec): 3 clusters
  Score: Raw -150702.604535 + Penalty 2459.723262 = -148242.881273
  nChanged 13
		SP:Iteration 17Q (2999.540000 sec): 3 clusters
  Score: Raw -150712.130059 + Penalty 2459.723262 = -148252.406797
  nChanged 17
		SP:Iteration 18Q (2999.670000 sec): 3 clusters
  Score: Raw -150722.033106 + Penalty 2459.723262 = -148262.309844
  nChanged 13
		SP:Iteration 19Q (2999.870000 sec): 3 clusters
  Score: Raw -150730.475781 + Penalty 2459.723262 = -148270.752519
  nChanged 20
		SP:Iteration 20F (3000.020000 sec): 3 clusters
  Score: Raw -150742.647760 + Penalty 2459.723262 = -148282.924498
  nChanged 23
		SP:Iteration 21Q (3000.220000 sec): 3 clusters
  Score: Raw -150758.721881 + Penalty 2459.723262 = -148298.998619
  nChanged 22
		SP:Iteration 22Q (3000.380000 sec): 3 clusters
  Score: Raw -150772.614466 + Penalty 2459.723262 = -148312.891204
  nChanged 24
		SP:Iteration 23Q (3000.580000 sec): 3 clusters
  Score: Raw -150795.759027 + Penalty 2459.723262 = -148336.035765
  nChanged 38
		SP:Iteration 24Q (3000.720000 sec): 3 clusters
  Score: Raw -150834.605554 + Penalty 2459.723262 = -148374.882292
  nChanged 41
		SP:Iteration 25Q (3000.930000 sec): 3 clusters
  Score: Raw -150877.179029 + Penalty 2459.723262 = -148417.455767
  nChanged 47
		SP:Iteration 26Q (3001.080000 sec): 3 clusters
  Score: Raw -150925.753357 + Penalty 2459.723262 = -148466.030095
  nChanged 41
		SP:Iteration 27Q (3001.240000 sec): 3 clusters
  Score: Raw -150959.242427 + Penalty 2459.723262 = -148499.519165
  nChanged 34
		SP:Iteration 28Q (3001.430000 sec): 3 clusters
  Score: Raw -150989.899364 + Penalty 2459.723262 = -148530.176102
  nChanged 40
		SP:Iteration 29Q (3001.590000 sec): 3 clusters
  Score: Raw -151026.075462 + Penalty 2459.723262 = -148566.352200
  nChanged 31
		SP:Iteration 30Q (3001.740000 sec): 3 clusters
  Score: Raw -151060.064374 + Penalty 2459.723262 = -148600.341112
  nChanged 30
		SP:Iteration 31Q (3001.910000 sec): 3 clusters
  Score: Raw -151086.365545 + Penalty 2459.723262 = -148626.642283
  nChanged 28
		SP:Iteration 32Q (3002.040000 sec): 3 clusters
  Score: Raw -151109.000856 + Penalty 2459.723262 = -148649.277594
  nChanged 31
		SP:Iteration 33Q (3002.160000 sec): 3 clusters
  Score: Raw -151135.781022 + Penalty 2459.723262 = -148676.057760
  nChanged 28
		SP:Iteration 34Q (3002.300000 sec): 3 clusters
  Score: Raw -151158.884189 + Penalty 2459.723262 = -148699.160927
  nChanged 27
		SP:Iteration 35Q (3002.460000 sec): 3 clusters
  Score: Raw -151184.912648 + Penalty 2459.723262 = -148725.189386
  nChanged 25
		SP:Iteration 36Q (3002.640000 sec): 3 clusters
  Score: Raw -151202.219022 + Penalty 2459.723262 = -148742.495760
  nChanged 22
		SP:Iteration 37Q (3002.840000 sec): 3 clusters
  Score: Raw -151226.015348 + Penalty 2459.723262 = -148766.292086
  nChanged 23
		SP:Iteration 38Q (3002.940000 sec): 3 clusters
  Score: Raw -151249.795196 + Penalty 2459.723262 = -148790.071934
  nChanged 20
		SP:Iteration 39Q (3003.140000 sec): 3 clusters
  Score: Raw -151273.930677 + Penalty 2459.723262 = -148814.207415
  nChanged 22
		SP:Iteration 40F (3003.310000 sec): 3 clusters
  Score: Raw -151307.814384 + Penalty 2459.723262 = -148848.091122
  nChanged 30
		SP:Iteration 41Q (3003.450000 sec): 3 clusters
  Score: Raw -151366.986536 + Penalty 2459.723262 = -148907.263274
  nChanged 31
		SP:Iteration 42Q (3003.620000 sec): 3 clusters
  Score: Raw -151439.095527 + Penalty 2459.723262 = -148979.372265
  nChanged 19
		SP:Iteration 43Q (3003.770000 sec): 3 clusters
  Score: Raw -151465.225930 + Penalty 2459.723262 = -149005.502668
  nChanged 16
		SP:Iteration 44Q (3003.880000 sec): 3 clusters
  Score: Raw -151476.582410 + Penalty 2459.723262 = -149016.859148
  nChanged 8
		SP:Iteration 45Q (3004.030000 sec): 3 clusters
  Score: Raw -151481.418477 + Penalty 2459.723262 = -149021.695215
  nChanged 4
		SP:Iteration 46Q (3004.230000 sec): 3 clusters
  Score: Raw -151484.870325 + Penalty 2459.723262 = -149025.147063
  nChanged 7
		SP:Iteration 47Q (3004.400000 sec): 3 clusters
  Score: Raw -151489.816381 + Penalty 2459.723262 = -149030.093119
  nChanged 3
		SP:Iteration 48Q (3004.540000 sec): 3 clusters
  Score: Raw -151490.488352 + Penalty 2459.723262 = -149030.765090
  nChanged 1
		SP:Iteration 49Q (3004.670000 sec): 3 clusters
  Score: Raw -151491.333799 + Penalty 2459.723262 = -149031.610537
  nChanged 0
		SP:Iteration 50F (3004.830000 sec): 3 clusters
  Score: Raw -151491.333799 + Penalty 2459.723262 = -149031.610537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3004.910000 sec): 2 clusters
  Score: Raw -75957.142807 + Penalty 1127.471229 = -74829.671578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3005.070000 sec): 3 clusters
  Score: Raw -75606.314460 + Penalty 2254.942457 = -73351.372003
  nChanged 336
		SP:Iteration 1F (3005.190000 sec): 3 clusters
  Score: Raw -75920.252929 + Penalty 2254.942457 = -73665.310472
  nChanged 79
		SP:Iteration 2F (3005.300000 sec): 3 clusters
  Score: Raw -76010.775532 + Penalty 2254.942457 = -73755.833075
  nChanged 49
		SP:Iteration 3Q (3005.450000 sec): 3 clusters
  Score: Raw -76058.875062 + Penalty 2254.942457 = -73803.932604
  nChanged 30
		SP:Iteration 4Q (3005.630000 sec): 3 clusters
  Score: Raw -76090.635870 + Penalty 2254.942457 = -73835.693413
  nChanged 29
		SP:Iteration 5Q (3005.790000 sec): 3 clusters
  Score: Raw -76120.143274 + Penalty 2254.942457 = -73865.200816
  nChanged 22
		SP:Iteration 6Q (3005.970000 sec): 3 clusters
  Score: Raw -76143.293216 + Penalty 2254.942457 = -73888.350759
  nChanged 18
		SP:Iteration 7Q (3006.160000 sec): 3 clusters
  Score: Raw -76166.951897 + Penalty 2254.942457 = -73912.009440
  nChanged 16
		SP:Iteration 8Q (3006.330000 sec): 3 clusters
  Score: Raw -76184.492842 + Penalty 2254.942457 = -73929.550385
  nChanged 10
		SP:Iteration 9Q (3006.520000 sec): 3 clusters
  Score: Raw -76196.590486 + Penalty 2254.942457 = -73941.648029
  nChanged 12
		SP:Iteration 10Q (3006.670000 sec): 3 clusters
  Score: Raw -76206.948639 + Penalty 2254.942457 = -73952.006181
  nChanged 13
		SP:Iteration 11Q (3006.780000 sec): 3 clusters
  Score: Raw -76218.681010 + Penalty 2254.942457 = -73963.738552
  nChanged 7
		SP:Iteration 12Q (3006.890000 sec): 3 clusters
  Score: Raw -76222.616731 + Penalty 2254.942457 = -73967.674273
  nChanged 4
		SP:Iteration 13Q (3007.030000 sec): 3 clusters
  Score: Raw -76226.144263 + Penalty 2254.942457 = -73971.201806
  nChanged 6
		SP:Iteration 14Q (3007.180000 sec): 3 clusters
  Score: Raw -76230.321835 + Penalty 2254.942457 = -73975.379378
  nChanged 5
		SP:Iteration 15Q (3007.390000 sec): 3 clusters
  Score: Raw -76233.103851 + Penalty 2254.942457 = -73978.161393
  nChanged 4
		SP:Iteration 16Q (3007.560000 sec): 3 clusters
  Score: Raw -76235.459713 + Penalty 2254.942457 = -73980.517255
  nChanged 3
		SP:Iteration 17Q (3007.720000 sec): 3 clusters
  Score: Raw -76239.612387 + Penalty 2254.942457 = -73984.669930
  nChanged 4
		SP:Iteration 18Q (3007.920000 sec): 3 clusters
  Score: Raw -76247.069344 + Penalty 2254.942457 = -73992.126886
  nChanged 6
		SP:Iteration 19Q (3008.050000 sec): 3 clusters
  Score: Raw -76251.714085 + Penalty 2254.942457 = -73996.771628
  nChanged 1
		SP:Iteration 20F (3008.270000 sec): 3 clusters
  Score: Raw -76255.998445 + Penalty 2254.942457 = -74001.055988
  nChanged 4
		SP:Iteration 21Q (3008.410000 sec): 3 clusters
  Score: Raw -76261.583481 + Penalty 2254.942457 = -74006.641024
  nChanged 5
		SP:Iteration 22Q (3008.570000 sec): 3 clusters
  Score: Raw -76265.754961 + Penalty 2254.942457 = -74010.812503
  nChanged 1
		SP:Iteration 23Q (3008.730000 sec): 3 clusters
  Score: Raw -76266.044567 + Penalty 2254.942457 = -74011.102110
  nChanged 1
		SP:Iteration 24Q (3008.940000 sec): 3 clusters
  Score: Raw -76266.258718 + Penalty 2254.942457 = -74011.316261
  nChanged 0
		SP:Iteration 25F (3009.050000 sec): 3 clusters
  Score: Raw -76266.258718 + Penalty 2254.942457 = -74011.316261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3009.110000 sec): 2 clusters
  Score: Raw -255604.531456 + Penalty 1307.512229 = -254297.019227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3009.250000 sec): 3 clusters
  Score: Raw -254105.214573 + Penalty 2615.024458 = -251490.190115
  nChanged 1182
		SP:Iteration 1F (3009.420000 sec): 3 clusters
  Score: Raw -254780.361254 + Penalty 2615.024458 = -252165.336796
  nChanged 252
		SP:Iteration 2F (3009.550000 sec): 3 clusters
  Score: Raw -254976.049574 + Penalty 2615.024458 = -252361.025116
  nChanged 230
		SP:Iteration 3F (3009.740000 sec): 3 clusters
  Score: Raw -255183.301077 + Penalty 2615.024458 = -252568.276619
  nChanged 230
		SP:Iteration 4F (3009.910000 sec): 3 clusters
  Score: Raw -255402.521180 + Penalty 2615.024458 = -252787.496722
  nChanged 182
		SP:Iteration 5F (3010.070000 sec): 3 clusters
  Score: Raw -255578.870848 + Penalty 2615.024458 = -252963.846390
  nChanged 144
		SP:Iteration 6Q (3010.270000 sec): 3 clusters
  Score: Raw -255687.028781 + Penalty 2615.024458 = -253072.004323
  nChanged 91
		SP:Iteration 7Q (3010.490000 sec): 3 clusters
  Score: Raw -255753.374401 + Penalty 2615.024458 = -253138.349943
  nChanged 57
		SP:Iteration 8Q (3010.670000 sec): 3 clusters
  Score: Raw -255799.526903 + Penalty 2615.024458 = -253184.502446
  nChanged 47
		SP:Iteration 9Q (3010.850000 sec): 3 clusters
  Score: Raw -255834.032185 + Penalty 2615.024458 = -253219.007727
  nChanged 41
		SP:Iteration 10Q (3011.030000 sec): 3 clusters
  Score: Raw -255862.372770 + Penalty 2615.024458 = -253247.348312
  nChanged 28
		SP:Iteration 11Q (3011.160000 sec): 3 clusters
  Score: Raw -255880.951572 + Penalty 2615.024458 = -253265.927114
  nChanged 21
		SP:Iteration 12Q (3011.310000 sec): 3 clusters
  Score: Raw -255893.421729 + Penalty 2615.024458 = -253278.397271
  nChanged 17
		SP:Iteration 13Q (3011.420000 sec): 3 clusters
  Score: Raw -255906.272278 + Penalty 2615.024458 = -253291.247820
  nChanged 14
		SP:Iteration 14Q (3011.590000 sec): 3 clusters
  Score: Raw -255914.955291 + Penalty 2615.024458 = -253299.930833
  nChanged 11
		SP:Iteration 15Q (3011.760000 sec): 3 clusters
  Score: Raw -255920.725581 + Penalty 2615.024458 = -253305.701123
  nChanged 2
		SP:Iteration 16Q (3011.970000 sec): 3 clusters
  Score: Raw -255922.464741 + Penalty 2615.024458 = -253307.440283
  nChanged 3
		SP:Iteration 17Q (3012.130000 sec): 3 clusters
  Score: Raw -255924.040561 + Penalty 2615.024458 = -253309.016103
  nChanged 2
		SP:Iteration 18Q (3012.300000 sec): 3 clusters
  Score: Raw -255925.697836 + Penalty 2615.024458 = -253310.673378
  nChanged 2
		SP:Iteration 19Q (3012.500000 sec): 3 clusters
  Score: Raw -255926.826232 + Penalty 2615.024458 = -253311.801774
  nChanged 2
		SP:Iteration 20F (3012.680000 sec): 3 clusters
  Score: Raw -255928.448304 + Penalty 2615.024458 = -253313.423847
  nChanged 7
		SP:Iteration 21Q (3012.850000 sec): 3 clusters
  Score: Raw -255930.769866 + Penalty 2615.024458 = -253315.745408
  nChanged 0
		SP:Iteration 22F (3013.070000 sec): 3 clusters
  Score: Raw -255930.769866 + Penalty 2615.024458 = -253315.745408
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (1260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3013.160000 sec): 2 clusters
  Score: Raw -74215.393235 + Penalty 1160.065887 = -73055.327347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3013.310000 sec): 3 clusters
  Score: Raw -73809.490976 + Penalty 2320.131775 = -71489.359201
  nChanged 435
		SP:Iteration 1F (3013.490000 sec): 3 clusters
  Score: Raw -74316.476717 + Penalty 2320.131775 = -71996.344942
  nChanged 130
		SP:Iteration 2F (3013.680000 sec): 3 clusters
  Score: Raw -74643.411353 + Penalty 2320.131775 = -72323.279578
  nChanged 110
		SP:Iteration 3F (3013.840000 sec): 3 clusters
  Score: Raw -74911.545654 + Penalty 2320.131775 = -72591.413879
  nChanged 77
		SP:Iteration 4F (3013.970000 sec): 3 clusters
  Score: Raw -75130.415242 + Penalty 2320.131775 = -72810.283467
  nChanged 62
		SP:Iteration 5Q (3014.210000 sec): 3 clusters
  Score: Raw -75280.763877 + Penalty 2320.131775 = -72960.632102
  nChanged 43
		SP:Iteration 6Q (3014.390000 sec): 3 clusters
  Score: Raw -75373.797737 + Penalty 2320.131775 = -73053.665962
  nChanged 29
		SP:Iteration 7Q (3014.530000 sec): 3 clusters
  Score: Raw -75415.976993 + Penalty 2320.131775 = -73095.845218
  nChanged 20
		SP:Iteration 8Q (3014.730000 sec): 3 clusters
  Score: Raw -75447.715452 + Penalty 2320.131775 = -73127.583677
  nChanged 16
		SP:Iteration 9Q (3014.940000 sec): 3 clusters
  Score: Raw -75469.916753 + Penalty 2320.131775 = -73149.784978
  nChanged 11
		SP:Iteration 10Q (3015.100000 sec): 3 clusters
  Score: Raw -75478.548699 + Penalty 2320.131775 = -73158.416924
  nChanged 3
		SP:Iteration 11Q (3015.280000 sec): 3 clusters
  Score: Raw -75480.889602 + Penalty 2320.131775 = -73160.757827
  nChanged 2
		SP:Iteration 12Q (3015.480000 sec): 3 clusters
  Score: Raw -75482.022361 + Penalty 2320.131775 = -73161.890586
  nChanged 2
		SP:Iteration 13Q (3015.650000 sec): 3 clusters
  Score: Raw -75482.965505 + Penalty 2320.131775 = -73162.833730
  nChanged 0
		SP:Iteration 14F (3015.810000 sec): 3 clusters
  Score: Raw -75482.965505 + Penalty 2320.131775 = -73162.833730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (4396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3015.960000 sec): 2 clusters
  Score: Raw -349583.239904 + Penalty 1363.123176 = -348220.116728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3016.130000 sec): 3 clusters
  Score: Raw -347479.455878 + Penalty 2726.246353 = -344753.209525
  nChanged 1760
		SP:Iteration 1F (3016.340000 sec): 3 clusters
  Score: Raw -349113.709069 + Penalty 2726.246353 = -346387.462717
  nChanged 520
		SP:Iteration 2F (3016.470000 sec): 3 clusters
  Score: Raw -350226.963633 + Penalty 2726.246353 = -347500.717281
  nChanged 433
		SP:Iteration 3F (3016.600000 sec): 3 clusters
  Score: Raw -350881.737680 + Penalty 2726.246353 = -348155.491328
  nChanged 354
		SP:Iteration 4F (3016.820000 sec): 3 clusters
  Score: Raw -351210.491706 + Penalty 2726.246353 = -348484.245353
  nChanged 236
		SP:Iteration 5F (3016.980000 sec): 3 clusters
  Score: Raw -351357.211026 + Penalty 2726.246353 = -348630.964674
  nChanged 128
		SP:Iteration 6Q (3017.200000 sec): 3 clusters
  Score: Raw -351429.261653 + Penalty 2726.246353 = -348703.015300
  nChanged 76
		SP:Iteration 7Q (3017.340000 sec): 3 clusters
  Score: Raw -351459.498918 + Penalty 2726.246353 = -348733.252565
  nChanged 49
		SP:Iteration 8Q (3017.550000 sec): 3 clusters
  Score: Raw -351476.531073 + Penalty 2726.246353 = -348750.284720
  nChanged 36
		SP:Iteration 9Q (3017.760000 sec): 3 clusters
  Score: Raw -351488.806119 + Penalty 2726.246353 = -348762.559767
  nChanged 30
		SP:Iteration 10Q (3017.950000 sec): 3 clusters
  Score: Raw -351496.756627 + Penalty 2726.246353 = -348770.510275
  nChanged 17
		SP:Iteration 11Q (3018.120000 sec): 3 clusters
  Score: Raw -351501.426157 + Penalty 2726.246353 = -348775.179804
  nChanged 12
		SP:Iteration 12Q (3018.270000 sec): 3 clusters
  Score: Raw -351504.245939 + Penalty 2726.246353 = -348777.999586
  nChanged 10
		SP:Iteration 13Q (3018.450000 sec): 3 clusters
  Score: Raw -351506.924917 + Penalty 2726.246353 = -348780.678565
  nChanged 11
		SP:Iteration 14Q (3018.650000 sec): 3 clusters
  Score: Raw -351509.302409 + Penalty 2726.246353 = -348783.056056
  nChanged 8
		SP:Iteration 15Q (3018.880000 sec): 3 clusters
  Score: Raw -351510.559487 + Penalty 2726.246353 = -348784.313135
  nChanged 3
		SP:Iteration 16Q (3019.090000 sec): 3 clusters
  Score: Raw -351511.383854 + Penalty 2726.246353 = -348785.137502
  nChanged 2
		SP:Iteration 17Q (3019.320000 sec): 3 clusters
  Score: Raw -351511.839798 + Penalty 2726.246353 = -348785.593446
  nChanged 1
		SP:Iteration 18Q (3019.500000 sec): 3 clusters
  Score: Raw -351511.980592 + Penalty 2726.246353 = -348785.734240
  nChanged 0
		SP:Iteration 19F (3019.640000 sec): 3 clusters
  Score: Raw -351511.980592 + Penalty 2726.246353 = -348785.734240
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (7404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3019.770000 sec): 2 clusters
  Score: Raw -641950.438187 + Penalty 1447.838547 = -640502.599640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.000000 sec): 3 clusters
  Score: Raw -637906.286808 + Penalty 2895.677094 = -635010.609714
  nChanged 3113
		SP:Iteration 1F (3020.180000 sec): 3 clusters
  Score: Raw -639661.011045 + Penalty 2895.677094 = -636765.333951
  nChanged 567
		SP:Iteration 2F (3020.370000 sec): 3 clusters
  Score: Raw -640062.850379 + Penalty 2895.677094 = -637167.173285
  nChanged 589
		SP:Iteration 3F (3020.570000 sec): 3 clusters
  Score: Raw -640515.693773 + Penalty 2895.677094 = -637620.016679
  nChanged 530
		SP:Iteration 4F (3020.770000 sec): 3 clusters
  Score: Raw -640914.100551 + Penalty 2895.677094 = -638018.423457
  nChanged 467
		SP:Iteration 5F (3020.920000 sec): 3 clusters
  Score: Raw -641209.193376 + Penalty 2895.677094 = -638313.516282
  nChanged 352
		SP:Iteration 6Q (3021.130000 sec): 3 clusters
  Score: Raw -641397.754173 + Penalty 2895.677094 = -638502.077079
  nChanged 241
		SP:Iteration 7Q (3021.320000 sec): 3 clusters
  Score: Raw -641498.921023 + Penalty 2895.677094 = -638603.243929
  nChanged 157
		SP:Iteration 8Q (3021.490000 sec): 3 clusters
  Score: Raw -641555.656549 + Penalty 2895.677094 = -638659.979455
  nChanged 122
		SP:Iteration 9Q (3021.660000 sec): 3 clusters
  Score: Raw -641594.686092 + Penalty 2895.677094 = -638699.008998
  nChanged 97
		SP:Iteration 10Q (3021.880000 sec): 3 clusters
  Score: Raw -641625.024919 + Penalty 2895.677094 = -638729.347825
  nChanged 84
		SP:Iteration 11Q (3022.090000 sec): 3 clusters
  Score: Raw -641646.718391 + Penalty 2895.677094 = -638751.041297
  nChanged 63
		SP:Iteration 12Q (3022.310000 sec): 3 clusters
  Score: Raw -641659.925015 + Penalty 2895.677094 = -638764.247921
  nChanged 43
		SP:Iteration 13Q (3022.520000 sec): 3 clusters
  Score: Raw -641667.972082 + Penalty 2895.677094 = -638772.294988
  nChanged 38
		SP:Iteration 14Q (3022.700000 sec): 3 clusters
  Score: Raw -641675.926643 + Penalty 2895.677094 = -638780.249549
  nChanged 35
		SP:Iteration 15Q (3022.860000 sec): 3 clusters
  Score: Raw -641681.991290 + Penalty 2895.677094 = -638786.314196
  nChanged 16
		SP:Iteration 16Q (3023.100000 sec): 3 clusters
  Score: Raw -641685.131582 + Penalty 2895.677094 = -638789.454488
  nChanged 15
		SP:Iteration 17Q (3023.310000 sec): 3 clusters
  Score: Raw -641687.780752 + Penalty 2895.677094 = -638792.103658
  nChanged 10
		SP:Iteration 18Q (3023.500000 sec): 3 clusters
  Score: Raw -641689.406134 + Penalty 2895.677094 = -638793.729040
  nChanged 10
		SP:Iteration 19Q (3023.670000 sec): 3 clusters
  Score: Raw -641691.122736 + Penalty 2895.677094 = -638795.445642
  nChanged 11
		SP:Iteration 20F (3023.860000 sec): 3 clusters
  Score: Raw -641693.446301 + Penalty 2895.677094 = -638797.769207
  nChanged 15
		SP:Iteration 21Q (3024.100000 sec): 3 clusters
  Score: Raw -641696.923851 + Penalty 2895.677094 = -638801.246757
  nChanged 18
		SP:Iteration 22Q (3024.290000 sec): 3 clusters
  Score: Raw -641700.557786 + Penalty 2895.677094 = -638804.880692
  nChanged 14
		SP:Iteration 23Q (3024.460000 sec): 3 clusters
  Score: Raw -641703.190806 + Penalty 2895.677094 = -638807.513712
  nChanged 16
		SP:Iteration 24Q (3024.690000 sec): 3 clusters
  Score: Raw -641706.633520 + Penalty 2895.677094 = -638810.956426
  nChanged 20
		SP:Iteration 25Q (3024.820000 sec): 3 clusters
  Score: Raw -641710.266182 + Penalty 2895.677094 = -638814.589088
  nChanged 20
		SP:Iteration 26Q (3024.970000 sec): 3 clusters
  Score: Raw -641714.032596 + Penalty 2895.677094 = -638818.355502
  nChanged 13
		SP:Iteration 27Q (3025.180000 sec): 3 clusters
  Score: Raw -641716.191434 + Penalty 2895.677094 = -638820.514340
  nChanged 7
		SP:Iteration 28Q (3025.400000 sec): 3 clusters
  Score: Raw -641717.543635 + Penalty 2895.677094 = -638821.866541
  nChanged 7
		SP:Iteration 29Q (3025.590000 sec): 3 clusters
  Score: Raw -641718.391345 + Penalty 2895.677094 = -638822.714251
  nChanged 3
		SP:Iteration 30Q (3025.790000 sec): 3 clusters
  Score: Raw -641718.989105 + Penalty 2895.677094 = -638823.312011
  nChanged 6
		SP:Iteration 31Q (3026.010000 sec): 3 clusters
  Score: Raw -641720.081638 + Penalty 2895.677094 = -638824.404544
  nChanged 7
		SP:Iteration 32Q (3026.240000 sec): 3 clusters
  Score: Raw -641721.305279 + Penalty 2895.677094 = -638825.628185
  nChanged 10
		SP:Iteration 33Q (3026.400000 sec): 3 clusters
  Score: Raw -641723.162622 + Penalty 2895.677094 = -638827.485528
  nChanged 8
		SP:Iteration 34Q (3026.590000 sec): 3 clusters
  Score: Raw -641724.336933 + Penalty 2895.677094 = -638828.659839
  nChanged 9
		SP:Iteration 35Q (3026.820000 sec): 3 clusters
  Score: Raw -641725.863053 + Penalty 2895.677094 = -638830.185959
  nChanged 6
		SP:Iteration 36Q (3027.000000 sec): 3 clusters
  Score: Raw -641726.819377 + Penalty 2895.677094 = -638831.142283
  nChanged 6
		SP:Iteration 37Q (3027.190000 sec): 3 clusters
  Score: Raw -641727.651525 + Penalty 2895.677094 = -638831.974431
  nChanged 5
		SP:Iteration 38Q (3027.370000 sec): 3 clusters
  Score: Raw -641728.539015 + Penalty 2895.677094 = -638832.861921
  nChanged 5
		SP:Iteration 39Q (3027.580000 sec): 3 clusters
  Score: Raw -641729.511306 + Penalty 2895.677094 = -638833.834212
  nChanged 7
		SP:Iteration 40F (3027.760000 sec): 3 clusters
  Score: Raw -641731.307438 + Penalty 2895.677094 = -638835.630344
  nChanged 10
		SP:Iteration 41Q (3027.960000 sec): 3 clusters
  Score: Raw -641733.650974 + Penalty 2895.677094 = -638837.973880
  nChanged 10
		SP:Iteration 42Q (3028.180000 sec): 3 clusters
  Score: Raw -641735.525629 + Penalty 2895.677094 = -638839.848535
  nChanged 10
		SP:Iteration 43Q (3028.380000 sec): 3 clusters
  Score: Raw -641737.035427 + Penalty 2895.677094 = -638841.358333
  nChanged 8
		SP:Iteration 44Q (3028.570000 sec): 3 clusters
  Score: Raw -641738.469439 + Penalty 2895.677094 = -638842.792345
  nChanged 9
		SP:Iteration 45Q (3028.800000 sec): 3 clusters
  Score: Raw -641739.812321 + Penalty 2895.677094 = -638844.135227
  nChanged 11
		SP:Iteration 46Q (3028.990000 sec): 3 clusters
  Score: Raw -641742.004247 + Penalty 2895.677094 = -638846.327153
  nChanged 15
		SP:Iteration 47Q (3029.190000 sec): 3 clusters
  Score: Raw -641744.810536 + Penalty 2895.677094 = -638849.133442
  nChanged 15
		SP:Iteration 48Q (3029.360000 sec): 3 clusters
  Score: Raw -641747.928064 + Penalty 2895.677094 = -638852.250970
  nChanged 13
		SP:Iteration 49Q (3029.590000 sec): 3 clusters
  Score: Raw -641750.671343 + Penalty 2895.677094 = -638854.994249
  nChanged 18
		SP:Iteration 50Q (3029.790000 sec): 3 clusters
  Score: Raw -641754.846735 + Penalty 2895.677094 = -638859.169642
  nChanged 17
		SP:Iteration 51Q (3030.020000 sec): 3 clusters
  Score: Raw -641758.509241 + Penalty 2895.677094 = -638862.832147
  nChanged 17
		SP:Iteration 52Q (3030.240000 sec): 3 clusters
  Score: Raw -641763.265326 + Penalty 2895.677094 = -638867.588233
  nChanged 12
		SP:Iteration 53Q (3030.460000 sec): 3 clusters
  Score: Raw -641766.431666 + Penalty 2895.677094 = -638870.754572
  nChanged 20
		SP:Iteration 54Q (3030.670000 sec): 3 clusters
  Score: Raw -641770.872886 + Penalty 2895.677094 = -638875.195792
  nChanged 26
		SP:Iteration 55Q (3030.820000 sec): 3 clusters
  Score: Raw -641777.791501 + Penalty 2895.677094 = -638882.114407
  nChanged 22
		SP:Iteration 56Q (3031.010000 sec): 3 clusters
  Score: Raw -641784.044556 + Penalty 2895.677094 = -638888.367462
  nChanged 32
		SP:Iteration 57Q (3031.230000 sec): 3 clusters
  Score: Raw -641792.961485 + Penalty 2895.677094 = -638897.284391
  nChanged 35
		SP:Iteration 58Q (3031.470000 sec): 3 clusters
  Score: Raw -641802.655510 + Penalty 2895.677094 = -638906.978416
  nChanged 29
		SP:Iteration 59Q (3031.650000 sec): 3 clusters
  Score: Raw -641810.529045 + Penalty 2895.677094 = -638914.851952
  nChanged 26
		SP:Iteration 60F (3031.870000 sec): 3 clusters
  Score: Raw -641818.187779 + Penalty 2895.677094 = -638922.510686
  nChanged 23
		SP:Iteration 61Q (3032.040000 sec): 3 clusters
  Score: Raw -641825.404511 + Penalty 2895.677094 = -638929.727417
  nChanged 32
		SP:Iteration 62Q (3032.270000 sec): 3 clusters
  Score: Raw -641834.957841 + Penalty 2895.677094 = -638939.280747
  nChanged 29
		SP:Iteration 63Q (3032.520000 sec): 3 clusters
  Score: Raw -641842.196700 + Penalty 2895.677094 = -638946.519606
  nChanged 26
		SP:Iteration 64Q (3032.820000 sec): 3 clusters
  Score: Raw -641849.219392 + Penalty 2895.677094 = -638953.542298
  nChanged 26
		SP:Iteration 65Q (3033.010000 sec): 3 clusters
  Score: Raw -641858.355534 + Penalty 2895.677094 = -638962.678440
  nChanged 32
		SP:Iteration 66Q (3033.270000 sec): 3 clusters
  Score: Raw -641867.402565 + Penalty 2895.677094 = -638971.725471
  nChanged 28
		SP:Iteration 67Q (3033.450000 sec): 3 clusters
  Score: Raw -641876.217388 + Penalty 2895.677094 = -638980.540294
  nChanged 32
		SP:Iteration 68Q (3033.620000 sec): 3 clusters
  Score: Raw -641886.800143 + Penalty 2895.677094 = -638991.123049
  nChanged 34
		SP:Iteration 69Q (3033.810000 sec): 3 clusters
  Score: Raw -641901.343642 + Penalty 2895.677094 = -639005.666549
  nChanged 48
		SP:Iteration 70Q (3034.020000 sec): 3 clusters
  Score: Raw -641920.904563 + Penalty 2895.677094 = -639025.227469
  nChanged 58
		SP:Iteration 71Q (3034.180000 sec): 3 clusters
  Score: Raw -641942.686750 + Penalty 2895.677094 = -639047.009656
  nChanged 47
		SP:Iteration 72Q (3034.380000 sec): 3 clusters
  Score: Raw -641961.890912 + Penalty 2895.677094 = -639066.213818
  nChanged 44
		SP:Iteration 73Q (3034.620000 sec): 3 clusters
  Score: Raw -641980.831605 + Penalty 2895.677094 = -639085.154511
  nChanged 38
		SP:Iteration 74Q (3034.820000 sec): 3 clusters
  Score: Raw -641998.370313 + Penalty 2895.677094 = -639102.693219
  nChanged 42
		SP:Iteration 75Q (3035.060000 sec): 3 clusters
  Score: Raw -642019.793794 + Penalty 2895.677094 = -639124.116700
  nChanged 45
		SP:Iteration 76Q (3035.270000 sec): 3 clusters
  Score: Raw -642038.380922 + Penalty 2895.677094 = -639142.703828
  nChanged 34
		SP:Iteration 77Q (3035.480000 sec): 3 clusters
  Score: Raw -642053.000432 + Penalty 2895.677094 = -639157.323338
  nChanged 29
		SP:Iteration 78Q (3035.670000 sec): 3 clusters
  Score: Raw -642071.014252 + Penalty 2895.677094 = -639175.337158
  nChanged 39
		SP:Iteration 79Q (3035.890000 sec): 3 clusters
  Score: Raw -642090.445120 + Penalty 2895.677094 = -639194.768026
  nChanged 39
		SP:Iteration 80F (3036.090000 sec): 3 clusters
  Score: Raw -642109.109605 + Penalty 2895.677094 = -639213.432511
  nChanged 28
		SP:Iteration 81Q (3036.260000 sec): 3 clusters
  Score: Raw -642119.001134 + Penalty 2895.677094 = -639223.324040
  nChanged 19
		SP:Iteration 82Q (3036.420000 sec): 3 clusters
  Score: Raw -642128.878545 + Penalty 2895.677094 = -639233.201451
  nChanged 26
		SP:Iteration 83Q (3036.650000 sec): 3 clusters
  Score: Raw -642139.579889 + Penalty 2895.677094 = -639243.902795
  nChanged 23
		SP:Iteration 84Q (3036.870000 sec): 3 clusters
  Score: Raw -642152.405178 + Penalty 2895.677094 = -639256.728084
  nChanged 27
		SP:Iteration 85Q (3037.090000 sec): 3 clusters
  Score: Raw -642167.061595 + Penalty 2895.677094 = -639271.384501
  nChanged 21
		SP:Iteration 86Q (3037.270000 sec): 3 clusters
  Score: Raw -642178.541000 + Penalty 2895.677094 = -639282.863906
  nChanged 14
		SP:Iteration 87Q (3037.460000 sec): 3 clusters
  Score: Raw -642185.882592 + Penalty 2895.677094 = -639290.205498
  nChanged 14
		SP:Iteration 88Q (3037.600000 sec): 3 clusters
  Score: Raw -642191.680382 + Penalty 2895.677094 = -639296.003288
  nChanged 10
		SP:Iteration 89Q (3037.820000 sec): 3 clusters
  Score: Raw -642196.505727 + Penalty 2895.677094 = -639300.828633
  nChanged 7
		SP:Iteration 90Q (3038.040000 sec): 3 clusters
  Score: Raw -642201.595238 + Penalty 2895.677094 = -639305.918144
  nChanged 9
		SP:Iteration 91Q (3038.240000 sec): 3 clusters
  Score: Raw -642205.465803 + Penalty 2895.677094 = -639309.788709
  nChanged 7
		SP:Iteration 92Q (3038.450000 sec): 3 clusters
  Score: Raw -642209.483657 + Penalty 2895.677094 = -639313.806563
  nChanged 4
		SP:Iteration 93Q (3038.650000 sec): 3 clusters
  Score: Raw -642212.834295 + Penalty 2895.677094 = -639317.157201
  nChanged 5
		SP:Iteration 94Q (3038.860000 sec): 3 clusters
  Score: Raw -642214.262177 + Penalty 2895.677094 = -639318.585083
  nChanged 4
		SP:Iteration 95Q (3039.090000 sec): 3 clusters
  Score: Raw -642215.699254 + Penalty 2895.677094 = -639320.022160
  nChanged 1
		SP:Iteration 96Q (3039.260000 sec): 3 clusters
  Score: Raw -642215.896675 + Penalty 2895.677094 = -639320.219581
  nChanged 1
		SP:Iteration 97Q (3039.450000 sec): 3 clusters
  Score: Raw -642216.185628 + Penalty 2895.677094 = -639320.508534
  nChanged 0
		SP:Iteration 98F (3039.650000 sec): 3 clusters
  Score: Raw -642216.185628 + Penalty 2895.677094 = -639320.508534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (1679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3039.750000 sec): 2 clusters
  Score: Raw -128087.425822 + Penalty 1206.717469 = -126880.708353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3039.920000 sec): 3 clusters
  Score: Raw -127465.945340 + Penalty 2413.434939 = -125052.510402
  nChanged 585
		SP:Iteration 1F (3040.100000 sec): 3 clusters
  Score: Raw -128214.059352 + Penalty 2413.434939 = -125800.624413
  nChanged 196
		SP:Iteration 2F (3040.260000 sec): 3 clusters
  Score: Raw -128502.915380 + Penalty 2413.434939 = -126089.480442
  nChanged 184
		SP:Iteration 3F (3040.430000 sec): 3 clusters
  Score: Raw -128787.285210 + Penalty 2413.434939 = -126373.850271
  nChanged 165
		SP:Iteration 4F (3040.620000 sec): 3 clusters
  Score: Raw -129042.686646 + Penalty 2413.434939 = -126629.251708
  nChanged 126
		SP:Iteration 5F (3040.800000 sec): 3 clusters
  Score: Raw -129216.711511 + Penalty 2413.434939 = -126803.276573
  nChanged 74
		SP:Iteration 6Q (3040.970000 sec): 3 clusters
  Score: Raw -129310.084587 + Penalty 2413.434939 = -126896.649648
  nChanged 36
		SP:Iteration 7Q (3041.140000 sec): 3 clusters
  Score: Raw -129351.242837 + Penalty 2413.434939 = -126937.807898
  nChanged 22
		SP:Iteration 8Q (3041.330000 sec): 3 clusters
  Score: Raw -129370.364780 + Penalty 2413.434939 = -126956.929842
  nChanged 6
		SP:Iteration 9Q (3041.530000 sec): 3 clusters
  Score: Raw -129374.429789 + Penalty 2413.434939 = -126960.994850
  nChanged 2
		SP:Iteration 10Q (3041.670000 sec): 3 clusters
  Score: Raw -129377.424753 + Penalty 2413.434939 = -126963.989815
  nChanged 2
		SP:Iteration 11Q (3041.860000 sec): 3 clusters
  Score: Raw -129378.448143 + Penalty 2413.434939 = -126965.013205
  nChanged 2
		SP:Iteration 12Q (3042.080000 sec): 3 clusters
  Score: Raw -129380.831476 + Penalty 2413.434939 = -126967.396537
  nChanged 1
		SP:Iteration 13Q (3042.260000 sec): 3 clusters
  Score: Raw -129382.367458 + Penalty 2413.434939 = -126968.932519
  nChanged 0
		SP:Iteration 14F (3042.460000 sec): 3 clusters
  Score: Raw -129382.367458 + Penalty 2413.434939 = -126968.932519
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (7549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3042.590000 sec): 2 clusters
  Score: Raw -537545.644724 + Penalty 1450.990187 = -536094.654537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3042.760000 sec): 3 clusters
  Score: Raw -533449.489144 + Penalty 2901.980375 = -530547.508769
  nChanged 3191
		SP:Iteration 1F (3042.930000 sec): 3 clusters
  Score: Raw -535966.940547 + Penalty 2901.980375 = -533064.960172
  nChanged 969
		SP:Iteration 2F (3043.150000 sec): 3 clusters
  Score: Raw -537835.728103 + Penalty 2901.980375 = -534933.747728
  nChanged 975
		SP:Iteration 3F (3043.360000 sec): 3 clusters
  Score: Raw -539831.605342 + Penalty 2901.980375 = -536929.624968
  nChanged 638
		SP:Iteration 4F (3043.560000 sec): 3 clusters
  Score: Raw -540893.034843 + Penalty 2901.980375 = -537991.054469
  nChanged 387
		SP:Iteration 5F (3043.760000 sec): 3 clusters
  Score: Raw -541377.315507 + Penalty 2901.980375 = -538475.335132
  nChanged 219
		SP:Iteration 6Q (3043.990000 sec): 3 clusters
  Score: Raw -541569.488917 + Penalty 2901.980375 = -538667.508543
  nChanged 114
		SP:Iteration 7Q (3044.170000 sec): 3 clusters
  Score: Raw -541627.882302 + Penalty 2901.980375 = -538725.901928
  nChanged 62
		SP:Iteration 8Q (3044.350000 sec): 3 clusters
  Score: Raw -541647.939406 + Penalty 2901.980375 = -538745.959031
  nChanged 28
		SP:Iteration 9Q (3044.570000 sec): 3 clusters
  Score: Raw -541654.231659 + Penalty 2901.980375 = -538752.251285
  nChanged 17
		SP:Iteration 10Q (3044.790000 sec): 3 clusters
  Score: Raw -541657.865919 + Penalty 2901.980375 = -538755.885545
  nChanged 11
		SP:Iteration 11Q (3044.960000 sec): 3 clusters
  Score: Raw -541659.695029 + Penalty 2901.980375 = -538757.714654
  nChanged 7
		SP:Iteration 12Q (3045.190000 sec): 3 clusters
  Score: Raw -541661.388070 + Penalty 2901.980375 = -538759.407696
  nChanged 11
		SP:Iteration 13Q (3045.360000 sec): 3 clusters
  Score: Raw -541665.234550 + Penalty 2901.980375 = -538763.254175
  nChanged 6
		SP:Iteration 14Q (3045.570000 sec): 3 clusters
  Score: Raw -541666.975065 + Penalty 2901.980375 = -538764.994690
  nChanged 5
		SP:Iteration 15Q (3045.820000 sec): 3 clusters
  Score: Raw -541667.868479 + Penalty 2901.980375 = -538765.888105
  nChanged 5
		SP:Iteration 16Q (3045.990000 sec): 3 clusters
  Score: Raw -541668.911422 + Penalty 2901.980375 = -538766.931048
  nChanged 8
		SP:Iteration 17Q (3046.160000 sec): 3 clusters
  Score: Raw -541670.565120 + Penalty 2901.980375 = -538768.584746
  nChanged 7
		SP:Iteration 18Q (3046.340000 sec): 3 clusters
  Score: Raw -541671.958832 + Penalty 2901.980375 = -538769.978457
  nChanged 4
		SP:Iteration 19Q (3046.550000 sec): 3 clusters
  Score: Raw -541672.559167 + Penalty 2901.980375 = -538770.578792
  nChanged 1
		SP:Iteration 20F (3046.740000 sec): 3 clusters
  Score: Raw -541672.799842 + Penalty 2901.980375 = -538770.819468
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (8853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3046.870000 sec): 2 clusters
  Score: Raw -755112.975525 + Penalty 1476.883145 = -753636.092380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3047.070000 sec): 3 clusters
  Score: Raw -750168.566867 + Penalty 2953.766291 = -747214.800576
  nChanged 3766
		SP:Iteration 1F (3047.280000 sec): 3 clusters
  Score: Raw -752417.661498 + Penalty 2953.766291 = -749463.895208
  nChanged 659
		SP:Iteration 2F (3047.460000 sec): 3 clusters
  Score: Raw -752826.106292 + Penalty 2953.766291 = -749872.340001
  nChanged 610
		SP:Iteration 3F (3047.690000 sec): 3 clusters
  Score: Raw -753234.437640 + Penalty 2953.766291 = -750280.671349
  nChanged 579
		SP:Iteration 4F (3047.860000 sec): 3 clusters
  Score: Raw -753669.636789 + Penalty 2953.766291 = -750715.870499
  nChanged 524
		SP:Iteration 5F (3048.060000 sec): 3 clusters
  Score: Raw -754055.988234 + Penalty 2953.766291 = -751102.221943
  nChanged 472
		SP:Iteration 6F (3048.260000 sec): 3 clusters
  Score: Raw -754442.000381 + Penalty 2953.766291 = -751488.234090
  nChanged 367
		SP:Iteration 7Q (3048.460000 sec): 3 clusters
  Score: Raw -754732.169168 + Penalty 2953.766291 = -751778.402877
  nChanged 248
		SP:Iteration 8Q (3048.720000 sec): 3 clusters
  Score: Raw -754953.058556 + Penalty 2953.766291 = -751999.292265
  nChanged 202
		SP:Iteration 9Q (3048.910000 sec): 3 clusters
  Score: Raw -755151.871390 + Penalty 2953.766291 = -752198.105100
  nChanged 142
		SP:Iteration 10Q (3049.100000 sec): 3 clusters
  Score: Raw -755296.777051 + Penalty 2953.766291 = -752343.010761
  nChanged 122
		SP:Iteration 11Q (3049.330000 sec): 3 clusters
  Score: Raw -755415.906436 + Penalty 2953.766291 = -752462.140146
  nChanged 94
		SP:Iteration 12Q (3049.550000 sec): 3 clusters
  Score: Raw -755522.364620 + Penalty 2953.766291 = -752568.598329
  nChanged 68
		SP:Iteration 13Q (3049.730000 sec): 3 clusters
  Score: Raw -755581.176084 + Penalty 2953.766291 = -752627.409793
  nChanged 58
		SP:Iteration 14Q (3049.960000 sec): 3 clusters
  Score: Raw -755615.371864 + Penalty 2953.766291 = -752661.605574
  nChanged 35
		SP:Iteration 15Q (3050.180000 sec): 3 clusters
  Score: Raw -755632.789189 + Penalty 2953.766291 = -752679.022898
  nChanged 21
		SP:Iteration 16Q (3050.350000 sec): 3 clusters
  Score: Raw -755643.537033 + Penalty 2953.766291 = -752689.770743
  nChanged 22
		SP:Iteration 17Q (3050.540000 sec): 3 clusters
  Score: Raw -755654.035801 + Penalty 2953.766291 = -752700.269511
  nChanged 16
		SP:Iteration 18Q (3050.790000 sec): 3 clusters
  Score: Raw -755658.819878 + Penalty 2953.766291 = -752705.053587
  nChanged 12
		SP:Iteration 19Q (3050.990000 sec): 3 clusters
  Score: Raw -755662.623547 + Penalty 2953.766291 = -752708.857256
  nChanged 7
		SP:Iteration 20F (3051.220000 sec): 3 clusters
  Score: Raw -755664.362666 + Penalty 2953.766291 = -752710.596375
  nChanged 1
		SP:Iteration 21Q (3051.450000 sec): 3 clusters
  Score: Raw -755664.642624 + Penalty 2953.766291 = -752710.876333
  nChanged 0
		SP:Iteration 22F (3051.660000 sec): 3 clusters
  Score: Raw -755664.642624 + Penalty 2953.766291 = -752710.876333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (1885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3051.720000 sec): 2 clusters
  Score: Raw -126614.762557 + Penalty 1225.523504 = -125389.239053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3051.880000 sec): 3 clusters
  Score: Raw -125826.419058 + Penalty 2451.047007 = -123375.372050
  nChanged 710
		SP:Iteration 1F (3052.110000 sec): 3 clusters
  Score: Raw -126435.464313 + Penalty 2451.047007 = -123984.417306
  nChanged 182
		SP:Iteration 2F (3052.270000 sec): 3 clusters
  Score: Raw -126653.646857 + Penalty 2451.047007 = -124202.599849
  nChanged 137
		SP:Iteration 3F (3052.430000 sec): 3 clusters
  Score: Raw -126810.875779 + Penalty 2451.047007 = -124359.828772
  nChanged 107
		SP:Iteration 4F (3052.660000 sec): 3 clusters
  Score: Raw -126939.708932 + Penalty 2451.047007 = -124488.661925
  nChanged 97
		SP:Iteration 5F (3052.830000 sec): 3 clusters
  Score: Raw -127075.116342 + Penalty 2451.047007 = -124624.069335
  nChanged 78
		SP:Iteration 6Q (3052.980000 sec): 3 clusters
  Score: Raw -127201.795459 + Penalty 2451.047007 = -124750.748451
  nChanged 71
		SP:Iteration 7Q (3053.180000 sec): 3 clusters
  Score: Raw -127327.817775 + Penalty 2451.047007 = -124876.770768
  nChanged 64
		SP:Iteration 8Q (3053.370000 sec): 3 clusters
  Score: Raw -127424.555620 + Penalty 2451.047007 = -124973.508612
  nChanged 52
		SP:Iteration 9Q (3053.550000 sec): 3 clusters
  Score: Raw -127505.228357 + Penalty 2451.047007 = -125054.181350
  nChanged 51
		SP:Iteration 10Q (3053.730000 sec): 3 clusters
  Score: Raw -127572.417302 + Penalty 2451.047007 = -125121.370295
  nChanged 45
		SP:Iteration 11Q (3053.950000 sec): 3 clusters
  Score: Raw -127622.725358 + Penalty 2451.047007 = -125171.678350
  nChanged 40
		SP:Iteration 12Q (3054.180000 sec): 3 clusters
  Score: Raw -127679.699729 + Penalty 2451.047007 = -125228.652722
  nChanged 44
		SP:Iteration 13Q (3054.350000 sec): 3 clusters
  Score: Raw -127766.633934 + Penalty 2451.047007 = -125315.586926
  nChanged 41
		SP:Iteration 14Q (3054.500000 sec): 3 clusters
  Score: Raw -127853.128494 + Penalty 2451.047007 = -125402.081487
  nChanged 36
		SP:Iteration 15Q (3054.700000 sec): 3 clusters
  Score: Raw -127909.655891 + Penalty 2451.047007 = -125458.608884
  nChanged 16
		SP:Iteration 16Q (3054.930000 sec): 3 clusters
  Score: Raw -127935.534876 + Penalty 2451.047007 = -125484.487868
  nChanged 14
		SP:Iteration 17Q (3055.110000 sec): 3 clusters
  Score: Raw -127945.565402 + Penalty 2451.047007 = -125494.518394
  nChanged 16
		SP:Iteration 18Q (3055.290000 sec): 3 clusters
  Score: Raw -127959.666910 + Penalty 2451.047007 = -125508.619903
  nChanged 15
		SP:Iteration 19Q (3055.450000 sec): 3 clusters
  Score: Raw -127971.338110 + Penalty 2451.047007 = -125520.291103
  nChanged 12
		SP:Iteration 20F (3055.660000 sec): 3 clusters
  Score: Raw -127982.494801 + Penalty 2451.047007 = -125531.447793
  nChanged 10
		SP:Iteration 21Q (3055.840000 sec): 3 clusters
  Score: Raw -127993.670681 + Penalty 2451.047007 = -125542.623673
  nChanged 13
		SP:Iteration 22Q (3056.000000 sec): 3 clusters
  Score: Raw -128002.515222 + Penalty 2451.047007 = -125551.468215
  nChanged 8
		SP:Iteration 23Q (3056.160000 sec): 3 clusters
  Score: Raw -128008.001402 + Penalty 2451.047007 = -125556.954394
  nChanged 12
		SP:Iteration 24Q (3056.400000 sec): 3 clusters
  Score: Raw -128018.678255 + Penalty 2451.047007 = -125567.631248
  nChanged 8
		SP:Iteration 25Q (3056.560000 sec): 3 clusters
  Score: Raw -128028.308269 + Penalty 2451.047007 = -125577.261261
  nChanged 7
		SP:Iteration 26Q (3056.780000 sec): 3 clusters
  Score: Raw -128037.548679 + Penalty 2451.047007 = -125586.501671
  nChanged 9
		SP:Iteration 27Q (3056.990000 sec): 3 clusters
  Score: Raw -128044.955834 + Penalty 2451.047007 = -125593.908827
  nChanged 7
		SP:Iteration 28Q (3057.160000 sec): 3 clusters
  Score: Raw -128051.906802 + Penalty 2451.047007 = -125600.859795
  nChanged 8
		SP:Iteration 29Q (3057.320000 sec): 3 clusters
  Score: Raw -128064.172200 + Penalty 2451.047007 = -125613.125193
  nChanged 7
		SP:Iteration 30Q (3057.480000 sec): 3 clusters
  Score: Raw -128071.458123 + Penalty 2451.047007 = -125620.411115
  nChanged 6
		SP:Iteration 31Q (3057.640000 sec): 3 clusters
  Score: Raw -128076.109300 + Penalty 2451.047007 = -125625.062292
  nChanged 3
		SP:Iteration 32Q (3057.800000 sec): 3 clusters
  Score: Raw -128077.223646 + Penalty 2451.047007 = -125626.176638
  nChanged 3
		SP:Iteration 33Q (3057.940000 sec): 3 clusters
  Score: Raw -128078.676274 + Penalty 2451.047007 = -125627.629266
  nChanged 4
		SP:Iteration 34Q (3058.160000 sec): 3 clusters
  Score: Raw -128083.506614 + Penalty 2451.047007 = -125632.459606
  nChanged 6
		SP:Iteration 35Q (3058.300000 sec): 3 clusters
  Score: Raw -128088.161277 + Penalty 2451.047007 = -125637.114270
  nChanged 4
		SP:Iteration 36Q (3058.510000 sec): 3 clusters
  Score: Raw -128091.391956 + Penalty 2451.047007 = -125640.344949
  nChanged 1
		SP:Iteration 37Q (3058.650000 sec): 3 clusters
  Score: Raw -128091.893233 + Penalty 2451.047007 = -125640.846225
  nChanged 0
		SP:Iteration 38F (3058.890000 sec): 3 clusters
  Score: Raw -128091.893233 + Penalty 2451.047007 = -125640.846225
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3058.980000 sec): 2 clusters
  Score: Raw -318950.384291 + Penalty 1359.081052 = -317591.303240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3059.190000 sec): 3 clusters
  Score: Raw -316821.005798 + Penalty 2718.162103 = -314102.843694
  nChanged 1677
		SP:Iteration 1F (3059.390000 sec): 3 clusters
  Score: Raw -317902.580352 + Penalty 2718.162103 = -315184.418248
  nChanged 392
		SP:Iteration 2F (3059.560000 sec): 3 clusters
  Score: Raw -318259.841768 + Penalty 2718.162103 = -315541.679664
  nChanged 353
		SP:Iteration 3F (3059.790000 sec): 3 clusters
  Score: Raw -318608.938874 + Penalty 2718.162103 = -315890.776770
  nChanged 283
		SP:Iteration 4F (3059.940000 sec): 3 clusters
  Score: Raw -318883.206408 + Penalty 2718.162103 = -316165.044305
  nChanged 212
		SP:Iteration 5Q (3060.170000 sec): 3 clusters
  Score: Raw -319062.905367 + Penalty 2718.162103 = -316344.743264
  nChanged 182
		SP:Iteration 6Q (3060.310000 sec): 3 clusters
  Score: Raw -319192.572984 + Penalty 2718.162103 = -316474.410880
  nChanged 132
		SP:Iteration 7Q (3060.510000 sec): 3 clusters
  Score: Raw -319278.543623 + Penalty 2718.162103 = -316560.381519
  nChanged 111
		SP:Iteration 8Q (3060.700000 sec): 3 clusters
  Score: Raw -319349.548308 + Penalty 2718.162103 = -316631.386205
  nChanged 97
		SP:Iteration 9Q (3060.910000 sec): 3 clusters
  Score: Raw -319411.797023 + Penalty 2718.162103 = -316693.634920
  nChanged 92
		SP:Iteration 10Q (3061.090000 sec): 3 clusters
  Score: Raw -319464.498599 + Penalty 2718.162103 = -316746.336496
  nChanged 86
		SP:Iteration 11Q (3061.300000 sec): 3 clusters
  Score: Raw -319512.396723 + Penalty 2718.162103 = -316794.234620
  nChanged 80
		SP:Iteration 12Q (3061.490000 sec): 3 clusters
  Score: Raw -319559.883007 + Penalty 2718.162103 = -316841.720904
  nChanged 84
		SP:Iteration 13Q (3061.660000 sec): 3 clusters
  Score: Raw -319619.190091 + Penalty 2718.162103 = -316901.027988
  nChanged 82
		SP:Iteration 14Q (3061.810000 sec): 3 clusters
  Score: Raw -319676.977044 + Penalty 2718.162103 = -316958.814941
  nChanged 69
		SP:Iteration 15Q (3062.010000 sec): 3 clusters
  Score: Raw -319726.311664 + Penalty 2718.162103 = -317008.149561
  nChanged 57
		SP:Iteration 16Q (3062.140000 sec): 3 clusters
  Score: Raw -319754.877696 + Penalty 2718.162103 = -317036.715593
  nChanged 44
		SP:Iteration 17Q (3062.350000 sec): 3 clusters
  Score: Raw -319776.602067 + Penalty 2718.162103 = -317058.439964
  nChanged 36
		SP:Iteration 18Q (3062.540000 sec): 3 clusters
  Score: Raw -319793.382231 + Penalty 2718.162103 = -317075.220127
  nChanged 35
		SP:Iteration 19Q (3062.720000 sec): 3 clusters
  Score: Raw -319812.941546 + Penalty 2718.162103 = -317094.779443
  nChanged 45
		SP:Iteration 20F (3062.910000 sec): 3 clusters
  Score: Raw -319842.500658 + Penalty 2718.162103 = -317124.338554
  nChanged 30
		SP:Iteration 21Q (3063.130000 sec): 3 clusters
  Score: Raw -319856.915569 + Penalty 2718.162103 = -317138.753466
  nChanged 27
		SP:Iteration 22Q (3063.310000 sec): 3 clusters
  Score: Raw -319869.329840 + Penalty 2718.162103 = -317151.167737
  nChanged 24
		SP:Iteration 23Q (3063.480000 sec): 3 clusters
  Score: Raw -319877.931865 + Penalty 2718.162103 = -317159.769762
  nChanged 15
		SP:Iteration 24Q (3063.710000 sec): 3 clusters
  Score: Raw -319882.928290 + Penalty 2718.162103 = -317164.766187
  nChanged 10
		SP:Iteration 25Q (3063.870000 sec): 3 clusters
  Score: Raw -319886.149736 + Penalty 2718.162103 = -317167.987633
  nChanged 7
		SP:Iteration 26Q (3064.060000 sec): 3 clusters
  Score: Raw -319887.543469 + Penalty 2718.162103 = -317169.381366
  nChanged 5
		SP:Iteration 27Q (3064.250000 sec): 3 clusters
  Score: Raw -319888.959684 + Penalty 2718.162103 = -317170.797580
  nChanged 4
		SP:Iteration 28Q (3064.440000 sec): 3 clusters
  Score: Raw -319890.166875 + Penalty 2718.162103 = -317172.004772
  nChanged 5
		SP:Iteration 29Q (3064.620000 sec): 3 clusters
  Score: Raw -319891.281648 + Penalty 2718.162103 = -317173.119544
  nChanged 3
		SP:Iteration 30Q (3064.790000 sec): 3 clusters
  Score: Raw -319891.667209 + Penalty 2718.162103 = -317173.505106
  nChanged 1
		SP:Iteration 31Q (3064.970000 sec): 3 clusters
  Score: Raw -319892.063024 + Penalty 2718.162103 = -317173.900920
  nChanged 0
		SP:Iteration 32F (3065.200000 sec): 3 clusters
  Score: Raw -319892.063024 + Penalty 2718.162103 = -317173.900920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3065.280000 sec): 2 clusters
  Score: Raw -26311.111401 + Penalty 954.219141 = -25356.892261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3065.450000 sec): 3 clusters
  Score: Raw -26338.582277 + Penalty 1908.438282 = -24430.143995
  nChanged 68
		SP:Iteration 1F (3065.660000 sec): 3 clusters
  Score: Raw -26478.893697 + Penalty 1908.438282 = -24570.455416
  nChanged 31
		SP:Iteration 2F (3065.820000 sec): 3 clusters
  Score: Raw -26587.480156 + Penalty 1908.438282 = -24679.041875
  nChanged 15
		SP:Iteration 3Q (3066.040000 sec): 3 clusters
  Score: Raw -26649.537849 + Penalty 1908.438282 = -24741.099567
  nChanged 7
		SP:Iteration 4Q (3066.220000 sec): 3 clusters
  Score: Raw -26658.737470 + Penalty 1908.438282 = -24750.299189
  nChanged 2
		SP:Iteration 5Q (3066.430000 sec): 3 clusters
  Score: Raw -26664.391882 + Penalty 1908.438282 = -24755.953601
  nChanged 3
		SP:Iteration 6Q (3066.630000 sec): 3 clusters
  Score: Raw -26668.171259 + Penalty 1908.438282 = -24759.732977
  nChanged 2
		SP:Iteration 7Q (3066.800000 sec): 3 clusters
  Score: Raw -26672.799529 + Penalty 1908.438282 = -24764.361248
  nChanged 2
		SP:Iteration 8Q (3066.950000 sec): 3 clusters
  Score: Raw -26683.144783 + Penalty 1908.438282 = -24774.706501
  nChanged 1
		SP:Iteration 9Q (3067.120000 sec): 3 clusters
  Score: Raw -26685.038697 + Penalty 1908.438282 = -24776.600416
  nChanged 1
		SP:Iteration 10Q (3067.270000 sec): 3 clusters
  Score: Raw -26686.058868 + Penalty 1908.438282 = -24777.620587
  nChanged 0
		SP:Iteration 11F (3067.440000 sec): 3 clusters
  Score: Raw -26686.058868 + Penalty 1908.438282 = -24777.620587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (5142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3067.540000 sec): 2 clusters
  Score: Raw -392300.467970 + Penalty 1388.594576 = -390911.873395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3067.750000 sec): 3 clusters
  Score: Raw -389598.885141 + Penalty 2777.189151 = -386821.695990
  nChanged 2090
		SP:Iteration 1F (3067.910000 sec): 3 clusters
  Score: Raw -390858.123974 + Penalty 2777.189151 = -388080.934823
  nChanged 396
		SP:Iteration 2F (3068.110000 sec): 3 clusters
  Score: Raw -391118.111668 + Penalty 2777.189151 = -388340.922517
  nChanged 294
		SP:Iteration 3F (3068.320000 sec): 3 clusters
  Score: Raw -391305.008577 + Penalty 2777.189151 = -388527.819426
  nChanged 262
		SP:Iteration 4F (3068.510000 sec): 3 clusters
  Score: Raw -391469.822717 + Penalty 2777.189151 = -388692.633566
  nChanged 248
		SP:Iteration 5Q (3068.670000 sec): 3 clusters
  Score: Raw -391651.656120 + Penalty 2777.189151 = -388874.466969
  nChanged 234
		SP:Iteration 6Q (3068.850000 sec): 3 clusters
  Score: Raw -391826.412453 + Penalty 2777.189151 = -389049.223302
  nChanged 233
		SP:Iteration 7Q (3069.060000 sec): 3 clusters
  Score: Raw -391996.457560 + Penalty 2777.189151 = -389219.268409
  nChanged 219
		SP:Iteration 8Q (3069.230000 sec): 3 clusters
  Score: Raw -392184.382290 + Penalty 2777.189151 = -389407.193139
  nChanged 228
		SP:Iteration 9Q (3069.450000 sec): 3 clusters
  Score: Raw -392365.923190 + Penalty 2777.189151 = -389588.734039
  nChanged 210
		SP:Iteration 10Q (3069.620000 sec): 3 clusters
  Score: Raw -392511.229306 + Penalty 2777.189151 = -389734.040155
  nChanged 175
		SP:Iteration 11Q (3069.830000 sec): 3 clusters
  Score: Raw -392640.466336 + Penalty 2777.189151 = -389863.277185
  nChanged 157
		SP:Iteration 12Q (3070.010000 sec): 3 clusters
  Score: Raw -392767.518448 + Penalty 2777.189151 = -389990.329297
  nChanged 149
		SP:Iteration 13Q (3070.210000 sec): 3 clusters
  Score: Raw -392890.716003 + Penalty 2777.189151 = -390113.526852
  nChanged 128
		SP:Iteration 14Q (3070.440000 sec): 3 clusters
  Score: Raw -392997.732402 + Penalty 2777.189151 = -390220.543251
  nChanged 124
		SP:Iteration 15Q (3070.620000 sec): 3 clusters
  Score: Raw -393109.762005 + Penalty 2777.189151 = -390332.572854
  nChanged 112
		SP:Iteration 16Q (3070.840000 sec): 3 clusters
  Score: Raw -393225.395884 + Penalty 2777.189151 = -390448.206733
  nChanged 96
		SP:Iteration 17Q (3070.990000 sec): 3 clusters
  Score: Raw -393294.544148 + Penalty 2777.189151 = -390517.354997
  nChanged 79
		SP:Iteration 18Q (3071.200000 sec): 3 clusters
  Score: Raw -393345.015661 + Penalty 2777.189151 = -390567.826510
  nChanged 59
		SP:Iteration 19Q (3071.390000 sec): 3 clusters
  Score: Raw -393377.135673 + Penalty 2777.189151 = -390599.946522
  nChanged 42
		SP:Iteration 20F (3071.610000 sec): 3 clusters
  Score: Raw -393391.478045 + Penalty 2777.189151 = -390614.288894
  nChanged 27
		SP:Iteration 21Q (3071.800000 sec): 3 clusters
  Score: Raw -393400.652544 + Penalty 2777.189151 = -390623.463393
  nChanged 12
		SP:Iteration 22Q (3071.980000 sec): 3 clusters
  Score: Raw -393403.417369 + Penalty 2777.189151 = -390626.228218
  nChanged 5
		SP:Iteration 23Q (3072.180000 sec): 3 clusters
  Score: Raw -393404.400714 + Penalty 2777.189151 = -390627.211563
  nChanged 6
		SP:Iteration 24Q (3072.350000 sec): 3 clusters
  Score: Raw -393405.642731 + Penalty 2777.189151 = -390628.453580
  nChanged 3
		SP:Iteration 25Q (3072.580000 sec): 3 clusters
  Score: Raw -393406.134857 + Penalty 2777.189151 = -390628.945706
  nChanged 1
		SP:Iteration 26Q (3072.730000 sec): 3 clusters
  Score: Raw -393406.646939 + Penalty 2777.189151 = -390629.457788
  nChanged 2
		SP:Iteration 27Q (3072.880000 sec): 3 clusters
  Score: Raw -393407.315534 + Penalty 2777.189151 = -390630.126383
  nChanged 0
		SP:Iteration 28F (3073.060000 sec): 3 clusters
  Score: Raw -393407.315534 + Penalty 2777.189151 = -390630.126383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (3610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3073.180000 sec): 2 clusters
  Score: Raw -263411.502185 + Penalty 1331.112746 = -262080.389439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3073.330000 sec): 3 clusters
  Score: Raw -261670.010940 + Penalty 2662.225492 = -259007.785448
  nChanged 1385
		SP:Iteration 1F (3073.510000 sec): 3 clusters
  Score: Raw -262587.306418 + Penalty 2662.225492 = -259925.080926
  nChanged 296
		SP:Iteration 2F (3073.710000 sec): 3 clusters
  Score: Raw -262825.934037 + Penalty 2662.225492 = -260163.708545
  nChanged 224
		SP:Iteration 3F (3073.880000 sec): 3 clusters
  Score: Raw -263008.599023 + Penalty 2662.225492 = -260346.373531
  nChanged 186
		SP:Iteration 4F (3074.110000 sec): 3 clusters
  Score: Raw -263162.815429 + Penalty 2662.225492 = -260500.589937
  nChanged 161
		SP:Iteration 5Q (3074.280000 sec): 3 clusters
  Score: Raw -263289.054321 + Penalty 2662.225492 = -260626.828829
  nChanged 129
		SP:Iteration 6Q (3074.460000 sec): 3 clusters
  Score: Raw -263382.679746 + Penalty 2662.225492 = -260720.454254
  nChanged 113
		SP:Iteration 7Q (3074.630000 sec): 3 clusters
  Score: Raw -263456.021389 + Penalty 2662.225492 = -260793.795897
  nChanged 94
		SP:Iteration 8Q (3074.820000 sec): 3 clusters
  Score: Raw -263506.334610 + Penalty 2662.225492 = -260844.109118
  nChanged 61
		SP:Iteration 9Q (3075.030000 sec): 3 clusters
  Score: Raw -263536.384484 + Penalty 2662.225492 = -260874.158992
  nChanged 64
		SP:Iteration 10Q (3075.200000 sec): 3 clusters
  Score: Raw -263576.179225 + Penalty 2662.225492 = -260913.953733
  nChanged 62
		SP:Iteration 11Q (3075.370000 sec): 3 clusters
  Score: Raw -263619.249509 + Penalty 2662.225492 = -260957.024017
  nChanged 68
		SP:Iteration 12Q (3075.540000 sec): 3 clusters
  Score: Raw -263666.307033 + Penalty 2662.225492 = -261004.081541
  nChanged 72
		SP:Iteration 13Q (3075.700000 sec): 3 clusters
  Score: Raw -263718.333249 + Penalty 2662.225492 = -261056.107758
  nChanged 61
		SP:Iteration 14Q (3075.920000 sec): 3 clusters
  Score: Raw -263752.903781 + Penalty 2662.225492 = -261090.678289
  nChanged 56
		SP:Iteration 15Q (3076.100000 sec): 3 clusters
  Score: Raw -263790.062673 + Penalty 2662.225492 = -261127.837181
  nChanged 60
		SP:Iteration 16Q (3076.290000 sec): 3 clusters
  Score: Raw -263832.662623 + Penalty 2662.225492 = -261170.437132
  nChanged 54
		SP:Iteration 17Q (3076.470000 sec): 3 clusters
  Score: Raw -263874.291495 + Penalty 2662.225492 = -261212.066003
  nChanged 62
		SP:Iteration 18Q (3076.670000 sec): 3 clusters
  Score: Raw -263933.252288 + Penalty 2662.225492 = -261271.026796
  nChanged 62
		SP:Iteration 19Q (3076.860000 sec): 3 clusters
  Score: Raw -263991.413883 + Penalty 2662.225492 = -261329.188391
  nChanged 50
		SP:Iteration 20F (3077.030000 sec): 3 clusters
  Score: Raw -264038.666721 + Penalty 2662.225492 = -261376.441229
  nChanged 54
		SP:Iteration 21Q (3077.230000 sec): 3 clusters
  Score: Raw -264089.009682 + Penalty 2662.225492 = -261426.784191
  nChanged 50
		SP:Iteration 22Q (3077.410000 sec): 3 clusters
  Score: Raw -264131.465894 + Penalty 2662.225492 = -261469.240402
  nChanged 42
		SP:Iteration 23Q (3077.580000 sec): 3 clusters
  Score: Raw -264156.286706 + Penalty 2662.225492 = -261494.061214
  nChanged 30
		SP:Iteration 24Q (3077.800000 sec): 3 clusters
  Score: Raw -264176.189260 + Penalty 2662.225492 = -261513.963769
  nChanged 23
		SP:Iteration 25Q (3077.960000 sec): 3 clusters
  Score: Raw -264192.837954 + Penalty 2662.225492 = -261530.612462
  nChanged 14
		SP:Iteration 26Q (3078.170000 sec): 3 clusters
  Score: Raw -264201.167696 + Penalty 2662.225492 = -261538.942204
  nChanged 10
		SP:Iteration 27Q (3078.370000 sec): 3 clusters
  Score: Raw -264210.043197 + Penalty 2662.225492 = -261547.817705
  nChanged 13
		SP:Iteration 28Q (3078.580000 sec): 3 clusters
  Score: Raw -264217.695021 + Penalty 2662.225492 = -261555.469530
  nChanged 11
		SP:Iteration 29Q (3078.830000 sec): 3 clusters
  Score: Raw -264225.928108 + Penalty 2662.225492 = -261563.702617
  nChanged 12
		SP:Iteration 30Q (3079.040000 sec): 3 clusters
  Score: Raw -264233.633126 + Penalty 2662.225492 = -261571.407634
  nChanged 11
		SP:Iteration 31Q (3079.240000 sec): 3 clusters
  Score: Raw -264240.258669 + Penalty 2662.225492 = -261578.033177
  nChanged 8
		SP:Iteration 32Q (3079.400000 sec): 3 clusters
  Score: Raw -264244.651390 + Penalty 2662.225492 = -261582.425898
  nChanged 6
		SP:Iteration 33Q (3079.590000 sec): 3 clusters
  Score: Raw -264246.567462 + Penalty 2662.225492 = -261584.341971
  nChanged 1
		SP:Iteration 34Q (3079.770000 sec): 3 clusters
  Score: Raw -264246.665402 + Penalty 2662.225492 = -261584.439910
  nChanged 1
		SP:Iteration 35Q (3079.960000 sec): 3 clusters
  Score: Raw -264246.787921 + Penalty 2662.225492 = -261584.562430
  nChanged 0
		SP:Iteration 36F (3080.090000 sec): 3 clusters
  Score: Raw -264246.787921 + Penalty 2662.225492 = -261584.562430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (3966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3080.200000 sec): 2 clusters
  Score: Raw -279830.479107 + Penalty 1346.395913 = -278484.083195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3080.400000 sec): 3 clusters
  Score: Raw -277862.557397 + Penalty 2692.791825 = -275169.765571
  nChanged 1567
		SP:Iteration 1F (3080.590000 sec): 3 clusters
  Score: Raw -279230.524492 + Penalty 2692.791825 = -276537.732666
  nChanged 419
		SP:Iteration 2F (3080.810000 sec): 3 clusters
  Score: Raw -279995.926087 + Penalty 2692.791825 = -277303.134262
  nChanged 379
		SP:Iteration 3F (3080.960000 sec): 3 clusters
  Score: Raw -280481.515884 + Penalty 2692.791825 = -277788.724059
  nChanged 285
		SP:Iteration 4F (3081.120000 sec): 3 clusters
  Score: Raw -280872.024752 + Penalty 2692.791825 = -278179.232926
  nChanged 210
		SP:Iteration 5F (3081.250000 sec): 3 clusters
  Score: Raw -281099.154307 + Penalty 2692.791825 = -278406.362482
  nChanged 144
		SP:Iteration 6Q (3081.460000 sec): 3 clusters
  Score: Raw -281243.086098 + Penalty 2692.791825 = -278550.294273
  nChanged 139
		SP:Iteration 7Q (3081.610000 sec): 3 clusters
  Score: Raw -281379.428129 + Penalty 2692.791825 = -278686.636303
  nChanged 135
		SP:Iteration 8Q (3081.800000 sec): 3 clusters
  Score: Raw -281541.974785 + Penalty 2692.791825 = -278849.182960
  nChanged 123
		SP:Iteration 9Q (3081.980000 sec): 3 clusters
  Score: Raw -281689.260473 + Penalty 2692.791825 = -278996.468648
  nChanged 107
		SP:Iteration 10Q (3082.150000 sec): 3 clusters
  Score: Raw -281832.419379 + Penalty 2692.791825 = -279139.627553
  nChanged 112
		SP:Iteration 11Q (3082.340000 sec): 3 clusters
  Score: Raw -281998.221893 + Penalty 2692.791825 = -279305.430068
  nChanged 80
		SP:Iteration 12Q (3082.520000 sec): 3 clusters
  Score: Raw -282125.122773 + Penalty 2692.791825 = -279432.330948
  nChanged 62
		SP:Iteration 13Q (3082.690000 sec): 3 clusters
  Score: Raw -282260.922822 + Penalty 2692.791825 = -279568.130996
  nChanged 64
		SP:Iteration 14Q (3082.880000 sec): 3 clusters
  Score: Raw -282423.810625 + Penalty 2692.791825 = -279731.018799
  nChanged 55
		SP:Iteration 15Q (3083.060000 sec): 3 clusters
  Score: Raw -282563.150247 + Penalty 2692.791825 = -279870.358421
  nChanged 36
		SP:Iteration 16Q (3083.250000 sec): 3 clusters
  Score: Raw -282658.725890 + Penalty 2692.791825 = -279965.934064
  nChanged 25
		SP:Iteration 17Q (3083.440000 sec): 3 clusters
  Score: Raw -282761.026706 + Penalty 2692.791825 = -280068.234881
  nChanged 18
		SP:Iteration 18Q (3083.620000 sec): 3 clusters
  Score: Raw -282815.880943 + Penalty 2692.791825 = -280123.089117
  nChanged 17
		SP:Iteration 19Q (3083.820000 sec): 3 clusters
  Score: Raw -282850.045024 + Penalty 2692.791825 = -280157.253198
  nChanged 12
		SP:Iteration 20F (3084.010000 sec): 3 clusters
  Score: Raw -282876.720405 + Penalty 2692.791825 = -280183.928579
  nChanged 12
		SP:Iteration 21Q (3084.200000 sec): 3 clusters
  Score: Raw -282901.990305 + Penalty 2692.791825 = -280209.198480
  nChanged 6
		SP:Iteration 22Q (3084.390000 sec): 3 clusters
  Score: Raw -282910.576033 + Penalty 2692.791825 = -280217.784208
  nChanged 3
		SP:Iteration 23Q (3084.580000 sec): 3 clusters
  Score: Raw -282915.182324 + Penalty 2692.791825 = -280222.390499
  nChanged 5
		SP:Iteration 24Q (3084.750000 sec): 3 clusters
  Score: Raw -282922.335227 + Penalty 2692.791825 = -280229.543402
  nChanged 2
		SP:Iteration 25Q (3084.950000 sec): 3 clusters
  Score: Raw -282924.078119 + Penalty 2692.791825 = -280231.286294
  nChanged 1
		SP:Iteration 26Q (3085.120000 sec): 3 clusters
  Score: Raw -282925.809137 + Penalty 2692.791825 = -280233.017312
  nChanged 3
		SP:Iteration 27Q (3085.300000 sec): 3 clusters
  Score: Raw -282930.240034 + Penalty 2692.791825 = -280237.448209
  nChanged 3
		SP:Iteration 28Q (3085.440000 sec): 3 clusters
  Score: Raw -282936.136133 + Penalty 2692.791825 = -280243.344308
  nChanged 6
		SP:Iteration 29Q (3085.640000 sec): 3 clusters
  Score: Raw -282946.172635 + Penalty 2692.791825 = -280253.380809
  nChanged 2
		SP:Iteration 30Q (3085.780000 sec): 3 clusters
  Score: Raw -282948.685380 + Penalty 2692.791825 = -280255.893555
  nChanged 3
		SP:Iteration 31Q (3085.920000 sec): 3 clusters
  Score: Raw -282954.961379 + Penalty 2692.791825 = -280262.169553
  nChanged 7
		SP:Iteration 32Q (3086.120000 sec): 3 clusters
  Score: Raw -282969.594505 + Penalty 2692.791825 = -280276.802679
  nChanged 6
		SP:Iteration 33Q (3086.260000 sec): 3 clusters
  Score: Raw -282980.498337 + Penalty 2692.791825 = -280287.706511
  nChanged 4
		SP:Iteration 34Q (3086.430000 sec): 3 clusters
  Score: Raw -282991.797012 + Penalty 2692.791825 = -280299.005186
  nChanged 5
		SP:Iteration 35Q (3086.630000 sec): 3 clusters
  Score: Raw -283013.708124 + Penalty 2692.791825 = -280320.916298
  nChanged 7
		SP:Iteration 36Q (3086.860000 sec): 3 clusters
  Score: Raw -283052.832865 + Penalty 2692.791825 = -280360.041039
  nChanged 3
		SP:Iteration 37Q (3087.030000 sec): 3 clusters
  Score: Raw -283068.293755 + Penalty 2692.791825 = -280375.501930
  nChanged 2
		SP:Iteration 38Q (3087.230000 sec): 3 clusters
  Score: Raw -283077.251408 + Penalty 2692.791825 = -280384.459583
  nChanged 3
		SP:Iteration 39Q (3087.420000 sec): 3 clusters
  Score: Raw -283090.349121 + Penalty 2692.791825 = -280397.557295
  nChanged 2
		SP:Iteration 40F (3087.580000 sec): 3 clusters
  Score: Raw -283099.745085 + Penalty 2692.791825 = -280406.953260
  nChanged 1
		SP:Iteration 41Q (3087.780000 sec): 3 clusters
  Score: Raw -283106.564800 + Penalty 2692.791825 = -280413.772975
  nChanged 4
		SP:Iteration 42Q (3087.960000 sec): 3 clusters
  Score: Raw -283118.551031 + Penalty 2692.791825 = -280425.759205
  nChanged 1
		SP:Iteration 43Q (3088.120000 sec): 3 clusters
  Score: Raw -283119.922976 + Penalty 2692.791825 = -280427.131151
  nChanged 0
		SP:Iteration 44F (3088.290000 sec): 3 clusters
  Score: Raw -283119.922976 + Penalty 2692.791825 = -280427.131151
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Iteration 99Q (3129.510000 sec): 83 clusters
  Score: Raw -34838436.126934 + Penalty 173533.569931 = -34664902.557002
  nChanged 9905
Deleting Class 54 (341 points): Lose 1787.627930 but Gain 2116.263048
Iteration 100F (3198.580000 sec): 82 clusters
  Score: Raw -34842797.045529 + Penalty 171417.306883 = -34671379.738646
  nChanged 7691
Iteration 101Q (3231.840000 sec): 82 clusters
  Score: Raw -34846192.773284 + Penalty 171417.306883 = -34674775.466401
  nChanged 4343
Iteration 102Q (3268.620000 sec): 82 clusters
  Score: Raw -34847736.768051 + Penalty 171417.306883 = -34676319.461167
  nChanged 3158
Iteration 103Q (3300.700000 sec): 82 clusters
  Score: Raw -34848658.814621 + Penalty 171417.306883 = -34677241.507737
  nChanged 2504
Iteration 104Q (3335.930000 sec): 82 clusters
  Score: Raw -34849333.300969 + Penalty 171417.306883 = -34677915.994086
  nChanged 2056
Iteration 105Q (3380.400000 sec): 82 clusters
  Score: Raw -34849797.987943 + Penalty 171417.306883 = -34678380.681060
  nChanged 1790
Iteration 106Q (3424.750000 sec): 82 clusters
  Score: Raw -34850173.498014 + Penalty 171417.306883 = -34678756.191131
  nChanged 1523
Iteration 107Q (3466.450000 sec): 82 clusters
  Score: Raw -34850473.337604 + Penalty 171417.306883 = -34679056.030720
  nChanged 1359
Iteration 108Q (3506.410000 sec): 82 clusters
  Score: Raw -34850816.799063 + Penalty 171417.306883 = -34679399.492180
  nChanged 1283
Iteration 109Q (3541.540000 sec): 82 clusters
  Score: Raw -34851154.623714 + Penalty 171417.306883 = -34679737.316831
  nChanged 1204
Iteration 110Q (3573.650000 sec): 82 clusters
  Score: Raw -34851412.117988 + Penalty 171417.306883 = -34679994.811104
  nChanged 1093
Iteration 111Q (3607.220000 sec): 82 clusters
  Score: Raw -34851606.362939 + Penalty 171417.306883 = -34680189.056056
  nChanged 998
Iteration 112Q (3644.720000 sec): 82 clusters
  Score: Raw -34851759.184460 + Penalty 171417.306883 = -34680341.877576
  nChanged 950
Iteration 113Q (3687.030000 sec): 82 clusters
  Score: Raw -34851908.528954 + Penalty 171417.306883 = -34680491.222070
  nChanged 901
Iteration 114Q (3722.580000 sec): 82 clusters
  Score: Raw -34852064.727951 + Penalty 171417.306883 = -34680647.421068
  nChanged 899
Iteration 115Q (3757.880000 sec): 82 clusters
  Score: Raw -34852212.060545 + Penalty 171417.306883 = -34680794.753662
  nChanged 829
Iteration 116Q (3796.460000 sec): 82 clusters
  Score: Raw -34852338.968871 + Penalty 171417.306883 = -34680921.661988
  nChanged 780
Iteration 117Q (3835.620000 sec): 82 clusters
  Score: Raw -34852451.835254 + Penalty 171417.306883 = -34681034.528370
  nChanged 683
Iteration 118Q (3870.500000 sec): 82 clusters
  Score: Raw -34852556.574016 + Penalty 171417.306883 = -34681139.267133
  nChanged 638
Iteration 119Q (3904.480000 sec): 82 clusters
  Score: Raw -34852647.730267 + Penalty 171417.306883 = -34681230.423383
  nChanged 590
Iteration 120F (3971.710000 sec): 82 clusters
  Score: Raw -34852803.820663 + Penalty 171417.306883 = -34681386.513779
  nChanged 620
Iteration 121Q (4008.390000 sec): 82 clusters
  Score: Raw -34852989.721665 + Penalty 171417.306883 = -34681572.414781
  nChanged 633
Iteration 122Q (4047.130000 sec): 82 clusters
  Score: Raw -34853164.472429 + Penalty 171417.306883 = -34681747.165546
  nChanged 623
Iteration 123Q (4085.250000 sec): 82 clusters
  Score: Raw -34853305.673329 + Penalty 171417.306883 = -34681888.366446
  nChanged 594
Iteration 124Q (4123.180000 sec): 82 clusters
  Score: Raw -34853409.436862 + Penalty 171417.306883 = -34681992.129979
  nChanged 530
Iteration 125Q (4156.300000 sec): 82 clusters
  Score: Raw -34853490.798359 + Penalty 171417.306883 = -34682073.491476
  nChanged 497
Iteration 126Q (4190.920000 sec): 82 clusters
  Score: Raw -34853559.973191 + Penalty 171417.306883 = -34682142.666307
  nChanged 480
Iteration 127Q (4228.630000 sec): 82 clusters
  Score: Raw -34853625.377937 + Penalty 171417.306883 = -34682208.071053
  nChanged 439
Iteration 128Q (4266.240000 sec): 82 clusters
  Score: Raw -34853688.915837 + Penalty 171417.306883 = -34682271.608954
  nChanged 422
Iteration 129Q (4301.870000 sec): 82 clusters
  Score: Raw -34853754.216205 + Penalty 171417.306883 = -34682336.909321
  nChanged 436
Iteration 130Q (4339.750000 sec): 82 clusters
  Score: Raw -34853823.868465 + Penalty 171417.306883 = -34682406.561581
  nChanged 407
Iteration 131Q (4375.150000 sec): 82 clusters
  Score: Raw -34853890.041978 + Penalty 171417.306883 = -34682472.735094
  nChanged 396
Iteration 132Q (4409.570000 sec): 82 clusters
  Score: Raw -34853955.013933 + Penalty 171417.306883 = -34682537.707050
  nChanged 406
Iteration 133Q (4443.250000 sec): 82 clusters
  Score: Raw -34854014.428654 + Penalty 171417.306883 = -34682597.121770
  nChanged 372
Iteration 134Q (4477.250000 sec): 82 clusters
  Score: Raw -34854061.696611 + Penalty 171417.306883 = -34682644.389727
  nChanged 362
Iteration 135Q (4513.360000 sec): 82 clusters
  Score: Raw -34854109.752395 + Penalty 171417.306883 = -34682692.445512
  nChanged 364
Iteration 136Q (4547.450000 sec): 82 clusters
  Score: Raw -34854149.035728 + Penalty 171417.306883 = -34682731.728844
  nChanged 345
Iteration 137Q (4587.230000 sec): 82 clusters
  Score: Raw -34854192.163103 + Penalty 171417.306883 = -34682774.856220
  nChanged 329
Iteration 138Q (4622.970000 sec): 82 clusters
  Score: Raw -34854239.943855 + Penalty 171417.306883 = -34682822.636971
  nChanged 329
Writing temp clu file 
Because OldScore, -34682774.856220, is greater than current (better) Score,-34682822.636971 
 Compute initial score before splitting:   Score: Raw -34854239.943855 + Penalty 171417.306883 = -34682822.636971
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4623.180000 sec): 2 clusters
  Score: Raw -110209.663043 + Penalty 1171.397555 = -109038.265488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4623.360000 sec): 3 clusters
  Score: Raw -109698.841362 + Penalty 2342.795110 = -107356.046252
  nChanged 449
		SP:Iteration 1F (4623.560000 sec): 3 clusters
  Score: Raw -110051.413120 + Penalty 2342.795110 = -107708.618010
  nChanged 101
		SP:Iteration 2F (4623.730000 sec): 3 clusters
  Score: Raw -110134.169228 + Penalty 2342.795110 = -107791.374118
  nChanged 67
		SP:Iteration 3Q (4623.940000 sec): 3 clusters
  Score: Raw -110200.093110 + Penalty 2342.795110 = -107857.298000
  nChanged 46
		SP:Iteration 4Q (4624.090000 sec): 3 clusters
  Score: Raw -110259.878701 + Penalty 2342.795110 = -107917.083591
  nChanged 47
		SP:Iteration 5Q (4624.270000 sec): 3 clusters
  Score: Raw -110339.500109 + Penalty 2342.795110 = -107996.704999
  nChanged 40
		SP:Iteration 6Q (4624.470000 sec): 3 clusters
  Score: Raw -110404.939449 + Penalty 2342.795110 = -108062.144339
  nChanged 34
		SP:Iteration 7Q (4624.690000 sec): 3 clusters
  Score: Raw -110458.250601 + Penalty 2342.795110 = -108115.455491
  nChanged 38
		SP:Iteration 8Q (4624.900000 sec): 3 clusters
  Score: Raw -110511.355862 + Penalty 2342.795110 = -108168.560752
  nChanged 33
		SP:Iteration 9Q (4625.100000 sec): 3 clusters
  Score: Raw -110552.556314 + Penalty 2342.795110 = -108209.761205
  nChanged 35
		SP:Iteration 10Q (4625.240000 sec): 3 clusters
  Score: Raw -110585.070762 + Penalty 2342.795110 = -108242.275652
  nChanged 26
		SP:Iteration 11Q (4625.430000 sec): 3 clusters
  Score: Raw -110615.819494 + Penalty 2342.795110 = -108273.024384
  nChanged 26
		SP:Iteration 12Q (4625.660000 sec): 3 clusters
  Score: Raw -110649.018347 + Penalty 2342.795110 = -108306.223237
  nChanged 28
		SP:Iteration 13Q (4625.850000 sec): 3 clusters
  Score: Raw -110681.872388 + Penalty 2342.795110 = -108339.077278
  nChanged 22
		SP:Iteration 14Q (4626.060000 sec): 3 clusters
  Score: Raw -110707.601870 + Penalty 2342.795110 = -108364.806760
  nChanged 19
		SP:Iteration 15Q (4626.280000 sec): 3 clusters
  Score: Raw -110735.522715 + Penalty 2342.795110 = -108392.727605
  nChanged 23
		SP:Iteration 16Q (4626.470000 sec): 3 clusters
  Score: Raw -110765.610866 + Penalty 2342.795110 = -108422.815756
  nChanged 30
		SP:Iteration 17Q (4626.670000 sec): 3 clusters
  Score: Raw -110795.339980 + Penalty 2342.795110 = -108452.544871
  nChanged 27
		SP:Iteration 18Q (4626.920000 sec): 3 clusters
  Score: Raw -110821.306762 + Penalty 2342.795110 = -108478.511652
  nChanged 24
		SP:Iteration 19Q (4627.080000 sec): 3 clusters
  Score: Raw -110848.987776 + Penalty 2342.795110 = -108506.192666
  nChanged 13
		SP:Iteration 20F (4627.240000 sec): 3 clusters
  Score: Raw -110862.622898 + Penalty 2342.795110 = -108519.827788
  nChanged 15
		SP:Iteration 21Q (4627.450000 sec): 3 clusters
  Score: Raw -110876.200061 + Penalty 2342.795110 = -108533.404951
  nChanged 21
		SP:Iteration 22Q (4627.630000 sec): 3 clusters
  Score: Raw -110898.577335 + Penalty 2342.795110 = -108555.782225
  nChanged 15
		SP:Iteration 23Q (4627.830000 sec): 3 clusters
  Score: Raw -110916.135111 + Penalty 2342.795110 = -108573.340001
  nChanged 11
		SP:Iteration 24Q (4628.040000 sec): 3 clusters
  Score: Raw -110929.110413 + Penalty 2342.795110 = -108586.315303
  nChanged 14
		SP:Iteration 25Q (4628.210000 sec): 3 clusters
  Score: Raw -110940.165956 + Penalty 2342.795110 = -108597.370846
  nChanged 9
		SP:Iteration 26Q (4628.440000 sec): 3 clusters
  Score: Raw -110955.632280 + Penalty 2342.795110 = -108612.837170
  nChanged 11
		SP:Iteration 27Q (4628.590000 sec): 3 clusters
  Score: Raw -110968.845424 + Penalty 2342.795110 = -108626.050315
  nChanged 7
		SP:Iteration 28Q (4628.820000 sec): 3 clusters
  Score: Raw -110976.382150 + Penalty 2342.795110 = -108633.587040
  nChanged 4
		SP:Iteration 29Q (4629.000000 sec): 3 clusters
  Score: Raw -110978.859553 + Penalty 2342.795110 = -108636.064443
  nChanged 2
		SP:Iteration 30Q (4629.160000 sec): 3 clusters
  Score: Raw -110981.902822 + Penalty 2342.795110 = -108639.107713
  nChanged 2
		SP:Iteration 31Q (4629.310000 sec): 3 clusters
  Score: Raw -110983.224843 + Penalty 2342.795110 = -108640.429733
  nChanged 4
		SP:Iteration 32Q (4629.510000 sec): 3 clusters
  Score: Raw -110985.282684 + Penalty 2342.795110 = -108642.487574
  nChanged 3
		SP:Iteration 33Q (4629.680000 sec): 3 clusters
  Score: Raw -110986.443954 + Penalty 2342.795110 = -108643.648844
  nChanged 1
		SP:Iteration 34Q (4629.840000 sec): 3 clusters
  Score: Raw -110987.080570 + Penalty 2342.795110 = -108644.285460
  nChanged 1
		SP:Iteration 35Q (4630.080000 sec): 3 clusters
  Score: Raw -110989.744972 + Penalty 2342.795110 = -108646.949863
  nChanged 2
		SP:Iteration 36Q (4630.230000 sec): 3 clusters
  Score: Raw -110992.320699 + Penalty 2342.795110 = -108649.525589
  nChanged 3
		SP:Iteration 37Q (4630.450000 sec): 3 clusters
  Score: Raw -110994.482990 + Penalty 2342.795110 = -108651.687880
  nChanged 1
		SP:Iteration 38Q (4630.600000 sec): 3 clusters
  Score: Raw -110994.680272 + Penalty 2342.795110 = -108651.885162
  nChanged 1
		SP:Iteration 39Q (4630.800000 sec): 3 clusters
  Score: Raw -110995.155434 + Penalty 2342.795110 = -108652.360324
  nChanged 0
		SP:Iteration 40F (4630.970000 sec): 3 clusters
  Score: Raw -110995.155434 + Penalty 2342.795110 = -108652.360324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4631.080000 sec): 2 clusters
  Score: Raw -228088.974216 + Penalty 1286.658845 = -226802.315370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4631.250000 sec): 3 clusters
  Score: Raw -226825.075100 + Penalty 2573.317691 = -224251.757409
  nChanged 1027
		SP:Iteration 1F (4631.400000 sec): 3 clusters
  Score: Raw -227398.313986 + Penalty 2573.317691 = -224824.996296
  nChanged 192
		SP:Iteration 2F (4631.590000 sec): 3 clusters
  Score: Raw -227502.653370 + Penalty 2573.317691 = -224929.335680
  nChanged 120
		SP:Iteration 3Q (4631.790000 sec): 3 clusters
  Score: Raw -227563.858638 + Penalty 2573.317691 = -224990.540947
  nChanged 84
		SP:Iteration 4Q (4631.980000 sec): 3 clusters
  Score: Raw -227607.177462 + Penalty 2573.317691 = -225033.859772
  nChanged 66
		SP:Iteration 5Q (4632.140000 sec): 3 clusters
  Score: Raw -227646.012831 + Penalty 2573.317691 = -225072.695141
  nChanged 69
		SP:Iteration 6Q (4632.320000 sec): 3 clusters
  Score: Raw -227699.770063 + Penalty 2573.317691 = -225126.452372
  nChanged 88
		SP:Iteration 7Q (4632.460000 sec): 3 clusters
  Score: Raw -227755.262956 + Penalty 2573.317691 = -225181.945266
  nChanged 97
		SP:Iteration 8Q (4632.660000 sec): 3 clusters
  Score: Raw -227826.137867 + Penalty 2573.317691 = -225252.820177
  nChanged 119
		SP:Iteration 9Q (4632.800000 sec): 3 clusters
  Score: Raw -227923.264997 + Penalty 2573.317691 = -225349.947307
  nChanged 129
		SP:Iteration 10Q (4632.960000 sec): 3 clusters
  Score: Raw -228047.763219 + Penalty 2573.317691 = -225474.445528
  nChanged 148
		SP:Iteration 11F (4633.150000 sec): 3 clusters
  Score: Raw -228189.957864 + Penalty 2573.317691 = -225616.640173
  nChanged 154
		SP:Iteration 12F (4633.310000 sec): 3 clusters
  Score: Raw -228343.313811 + Penalty 2573.317691 = -225769.996120
  nChanged 140
		SP:Iteration 13F (4633.490000 sec): 3 clusters
  Score: Raw -228495.101414 + Penalty 2573.317691 = -225921.783723
  nChanged 97
		SP:Iteration 14Q (4633.640000 sec): 3 clusters
  Score: Raw -228599.655996 + Penalty 2573.317691 = -226026.338305
  nChanged 76
		SP:Iteration 15Q (4633.820000 sec): 3 clusters
  Score: Raw -228654.417784 + Penalty 2573.317691 = -226081.100093
  nChanged 61
		SP:Iteration 16Q (4633.990000 sec): 3 clusters
  Score: Raw -228695.391575 + Penalty 2573.317691 = -226122.073885
  nChanged 45
		SP:Iteration 17Q (4634.170000 sec): 3 clusters
  Score: Raw -228723.392632 + Penalty 2573.317691 = -226150.074942
  nChanged 26
		SP:Iteration 18Q (4634.360000 sec): 3 clusters
  Score: Raw -228739.316727 + Penalty 2573.317691 = -226165.999037
  nChanged 24
		SP:Iteration 19Q (4634.490000 sec): 3 clusters
  Score: Raw -228757.266654 + Penalty 2573.317691 = -226183.948964
  nChanged 27
		SP:Iteration 20F (4634.680000 sec): 3 clusters
  Score: Raw -228776.650818 + Penalty 2573.317691 = -226203.333127
  nChanged 28
		SP:Iteration 21Q (4634.870000 sec): 3 clusters
  Score: Raw -228793.718141 + Penalty 2573.317691 = -226220.400450
  nChanged 17
		SP:Iteration 22Q (4635.050000 sec): 3 clusters
  Score: Raw -228803.425320 + Penalty 2573.317691 = -226230.107629
  nChanged 19
		SP:Iteration 23Q (4635.240000 sec): 3 clusters
  Score: Raw -228813.791715 + Penalty 2573.317691 = -226240.474025
  nChanged 12
		SP:Iteration 24Q (4635.390000 sec): 3 clusters
  Score: Raw -228820.465311 + Penalty 2573.317691 = -226247.147620
  nChanged 17
		SP:Iteration 25Q (4635.590000 sec): 3 clusters
  Score: Raw -228829.134621 + Penalty 2573.317691 = -226255.816931
  nChanged 19
		SP:Iteration 26Q (4635.740000 sec): 3 clusters
  Score: Raw -228840.821008 + Penalty 2573.317691 = -226267.503318
  nChanged 18
		SP:Iteration 27Q (4635.960000 sec): 3 clusters
  Score: Raw -228850.734119 + Penalty 2573.317691 = -226277.416428
  nChanged 15
		SP:Iteration 28Q (4636.140000 sec): 3 clusters
  Score: Raw -228857.722165 + Penalty 2573.317691 = -226284.404474
  nChanged 14
		SP:Iteration 29Q (4636.340000 sec): 3 clusters
  Score: Raw -228864.074964 + Penalty 2573.317691 = -226290.757273
  nChanged 10
		SP:Iteration 30Q (4636.520000 sec): 3 clusters
  Score: Raw -228867.749881 + Penalty 2573.317691 = -226294.432190
  nChanged 4
		SP:Iteration 31Q (4636.680000 sec): 3 clusters
  Score: Raw -228869.493502 + Penalty 2573.317691 = -226296.175811
  nChanged 3
		SP:Iteration 32Q (4636.830000 sec): 3 clusters
  Score: Raw -228871.119395 + Penalty 2573.317691 = -226297.801704
  nChanged 4
		SP:Iteration 33Q (4637.060000 sec): 3 clusters
  Score: Raw -228872.980551 + Penalty 2573.317691 = -226299.662860
  nChanged 5
		SP:Iteration 34Q (4637.210000 sec): 3 clusters
  Score: Raw -228875.042329 + Penalty 2573.317691 = -226301.724638
  nChanged 3
		SP:Iteration 35Q (4637.420000 sec): 3 clusters
  Score: Raw -228876.046224 + Penalty 2573.317691 = -226302.728533
  nChanged 4
		SP:Iteration 36Q (4637.630000 sec): 3 clusters
  Score: Raw -228877.523982 + Penalty 2573.317691 = -226304.206291
  nChanged 4
		SP:Iteration 37Q (4637.810000 sec): 3 clusters
  Score: Raw -228878.993772 + Penalty 2573.317691 = -226305.676081
  nChanged 1
		SP:Iteration 38Q (4637.960000 sec): 3 clusters
  Score: Raw -228879.536812 + Penalty 2573.317691 = -226306.219121
  nChanged 2
		SP:Iteration 39Q (4638.150000 sec): 3 clusters
  Score: Raw -228880.401310 + Penalty 2573.317691 = -226307.083619
  nChanged 4
		SP:Iteration 40F (4638.330000 sec): 3 clusters
  Score: Raw -228881.646883 + Penalty 2573.317691 = -226308.329192
  nChanged 3
		SP:Iteration 41Q (4638.520000 sec): 3 clusters
  Score: Raw -228882.734108 + Penalty 2573.317691 = -226309.416417
  nChanged 4
		SP:Iteration 42Q (4638.720000 sec): 3 clusters
  Score: Raw -228884.412222 + Penalty 2573.317691 = -226311.094531
  nChanged 2
		SP:Iteration 43Q (4638.890000 sec): 3 clusters
  Score: Raw -228885.033488 + Penalty 2573.317691 = -226311.715797
  nChanged 3
		SP:Iteration 44Q (4639.100000 sec): 3 clusters
  Score: Raw -228885.984944 + Penalty 2573.317691 = -226312.667253
  nChanged 0
		SP:Iteration 45F (4639.250000 sec): 3 clusters
  Score: Raw -228885.984944 + Penalty 2573.317691 = -226312.667253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4639.400000 sec): 2 clusters
  Score: Raw -99472.727375 + Penalty 1165.518994 = -98307.208382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4639.600000 sec): 3 clusters
  Score: Raw -98970.831955 + Penalty 2331.037988 = -96639.793968
  nChanged 431
		SP:Iteration 1F (4639.790000 sec): 3 clusters
  Score: Raw -99319.822180 + Penalty 2331.037988 = -96988.784193
  nChanged 95
		SP:Iteration 2F (4639.960000 sec): 3 clusters
  Score: Raw -99418.191081 + Penalty 2331.037988 = -97087.153093
  nChanged 70
		SP:Iteration 3F (4640.080000 sec): 3 clusters
  Score: Raw -99479.349699 + Penalty 2331.037988 = -97148.311712
  nChanged 41
		SP:Iteration 4Q (4640.240000 sec): 3 clusters
  Score: Raw -99522.200803 + Penalty 2331.037988 = -97191.162816
  nChanged 36
		SP:Iteration 5Q (4640.410000 sec): 3 clusters
  Score: Raw -99558.980596 + Penalty 2331.037988 = -97227.942608
  nChanged 25
		SP:Iteration 6Q (4640.640000 sec): 3 clusters
  Score: Raw -99583.917801 + Penalty 2331.037988 = -97252.879813
  nChanged 28
		SP:Iteration 7Q (4640.830000 sec): 3 clusters
  Score: Raw -99619.873217 + Penalty 2331.037988 = -97288.835230
  nChanged 31
		SP:Iteration 8Q (4641.040000 sec): 3 clusters
  Score: Raw -99657.291887 + Penalty 2331.037988 = -97326.253900
  nChanged 28
		SP:Iteration 9Q (4641.190000 sec): 3 clusters
  Score: Raw -99699.682838 + Penalty 2331.037988 = -97368.644851
  nChanged 40
		SP:Iteration 10Q (4641.390000 sec): 3 clusters
  Score: Raw -99775.871118 + Penalty 2331.037988 = -97444.833130
  nChanged 60
		SP:Iteration 11Q (4641.600000 sec): 3 clusters
  Score: Raw -99905.781794 + Penalty 2331.037988 = -97574.743807
  nChanged 57
		SP:Iteration 12Q (4641.780000 sec): 3 clusters
  Score: Raw -100008.809539 + Penalty 2331.037988 = -97677.771552
  nChanged 59
		SP:Iteration 13Q (4641.960000 sec): 3 clusters
  Score: Raw -100133.309029 + Penalty 2331.037988 = -97802.271041
  nChanged 66
		SP:Iteration 14F (4642.150000 sec): 3 clusters
  Score: Raw -100253.364719 + Penalty 2331.037988 = -97922.326731
  nChanged 51
		SP:Iteration 15Q (4642.330000 sec): 3 clusters
  Score: Raw -100335.448618 + Penalty 2331.037988 = -98004.410631
  nChanged 53
		SP:Iteration 16Q (4642.540000 sec): 3 clusters
  Score: Raw -100415.686562 + Penalty 2331.037988 = -98084.648574
  nChanged 35
		SP:Iteration 17Q (4642.710000 sec): 3 clusters
  Score: Raw -100458.316301 + Penalty 2331.037988 = -98127.278314
  nChanged 19
		SP:Iteration 18Q (4642.880000 sec): 3 clusters
  Score: Raw -100477.970611 + Penalty 2331.037988 = -98146.932623
  nChanged 12
		SP:Iteration 19Q (4643.070000 sec): 3 clusters
  Score: Raw -100494.825488 + Penalty 2331.037988 = -98163.787500
  nChanged 6
		SP:Iteration 20F (4643.200000 sec): 3 clusters
  Score: Raw -100500.182944 + Penalty 2331.037988 = -98169.144956
  nChanged 3
		SP:Iteration 21Q (4643.410000 sec): 3 clusters
  Score: Raw -100502.161364 + Penalty 2331.037988 = -98171.123376
  nChanged 1
		SP:Iteration 22Q (4643.580000 sec): 3 clusters
  Score: Raw -100502.477855 + Penalty 2331.037988 = -98171.439867
  nChanged 0
		SP:Iteration 23F (4643.740000 sec): 3 clusters
  Score: Raw -100502.477855 + Penalty 2331.037988 = -98171.439867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4643.850000 sec): 2 clusters
  Score: Raw -228409.057469 + Penalty 1288.775373 = -227120.282096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4644.030000 sec): 3 clusters
  Score: Raw -227157.978226 + Penalty 2577.550746 = -224580.427480
  nChanged 1001
		SP:Iteration 1F (4644.200000 sec): 3 clusters
  Score: Raw -227764.292579 + Penalty 2577.550746 = -225186.741833
  nChanged 214
		SP:Iteration 2F (4644.410000 sec): 3 clusters
  Score: Raw -227913.909336 + Penalty 2577.550746 = -225336.358590
  nChanged 141
		SP:Iteration 3F (4644.600000 sec): 3 clusters
  Score: Raw -228016.496950 + Penalty 2577.550746 = -225438.946204
  nChanged 123
		SP:Iteration 4Q (4644.740000 sec): 3 clusters
  Score: Raw -228098.248830 + Penalty 2577.550746 = -225520.698084
  nChanged 104
		SP:Iteration 5Q (4644.970000 sec): 3 clusters
  Score: Raw -228162.643947 + Penalty 2577.550746 = -225585.093201
  nChanged 85
		SP:Iteration 6Q (4645.160000 sec): 3 clusters
  Score: Raw -228225.831408 + Penalty 2577.550746 = -225648.280662
  nChanged 88
		SP:Iteration 7Q (4645.330000 sec): 3 clusters
  Score: Raw -228284.442768 + Penalty 2577.550746 = -225706.892022
  nChanged 75
		SP:Iteration 8Q (4645.490000 sec): 3 clusters
  Score: Raw -228332.402381 + Penalty 2577.550746 = -225754.851635
  nChanged 63
		SP:Iteration 9Q (4645.690000 sec): 3 clusters
  Score: Raw -228370.605544 + Penalty 2577.550746 = -225793.054798
  nChanged 50
		SP:Iteration 10Q (4645.850000 sec): 3 clusters
  Score: Raw -228400.964381 + Penalty 2577.550746 = -225823.413635
  nChanged 37
		SP:Iteration 11Q (4646.010000 sec): 3 clusters
  Score: Raw -228421.290997 + Penalty 2577.550746 = -225843.740251
  nChanged 37
		SP:Iteration 12Q (4646.230000 sec): 3 clusters
  Score: Raw -228438.939514 + Penalty 2577.550746 = -225861.388768
  nChanged 24
		SP:Iteration 13Q (4646.400000 sec): 3 clusters
  Score: Raw -228450.188689 + Penalty 2577.550746 = -225872.637943
  nChanged 18
		SP:Iteration 14Q (4646.620000 sec): 3 clusters
  Score: Raw -228458.411074 + Penalty 2577.550746 = -225880.860328
  nChanged 18
		SP:Iteration 15Q (4646.820000 sec): 3 clusters
  Score: Raw -228465.114874 + Penalty 2577.550746 = -225887.564128
  nChanged 15
		SP:Iteration 16Q (4647.000000 sec): 3 clusters
  Score: Raw -228471.404077 + Penalty 2577.550746 = -225893.853331
  nChanged 9
		SP:Iteration 17Q (4647.180000 sec): 3 clusters
  Score: Raw -228475.081919 + Penalty 2577.550746 = -225897.531173
  nChanged 13
		SP:Iteration 18Q (4647.380000 sec): 3 clusters
  Score: Raw -228480.814694 + Penalty 2577.550746 = -225903.263948
  nChanged 10
		SP:Iteration 19Q (4647.530000 sec): 3 clusters
  Score: Raw -228486.452135 + Penalty 2577.550746 = -225908.901389
  nChanged 12
		SP:Iteration 20F (4647.730000 sec): 3 clusters
  Score: Raw -228490.329242 + Penalty 2577.550746 = -225912.778496
  nChanged 8
		SP:Iteration 21Q (4647.890000 sec): 3 clusters
  Score: Raw -228493.427483 + Penalty 2577.550746 = -225915.876737
  nChanged 5
		SP:Iteration 22Q (4648.110000 sec): 3 clusters
  Score: Raw -228496.148539 + Penalty 2577.550746 = -225918.597793
  nChanged 6
		SP:Iteration 23Q (4648.300000 sec): 3 clusters
  Score: Raw -228498.062936 + Penalty 2577.550746 = -225920.512190
  nChanged 5
		SP:Iteration 24Q (4648.500000 sec): 3 clusters
  Score: Raw -228500.015803 + Penalty 2577.550746 = -225922.465057
  nChanged 3
		SP:Iteration 25Q (4648.680000 sec): 3 clusters
  Score: Raw -228501.471445 + Penalty 2577.550746 = -225923.920699
  nChanged 5
		SP:Iteration 26Q (4648.870000 sec): 3 clusters
  Score: Raw -228504.095301 + Penalty 2577.550746 = -225926.544555
  nChanged 5
		SP:Iteration 27Q (4649.110000 sec): 3 clusters
  Score: Raw -228506.012775 + Penalty 2577.550746 = -225928.462029
  nChanged 6
		SP:Iteration 28Q (4649.290000 sec): 3 clusters
  Score: Raw -228507.943388 + Penalty 2577.550746 = -225930.392642
  nChanged 9
		SP:Iteration 29Q (4649.450000 sec): 3 clusters
  Score: Raw -228512.543373 + Penalty 2577.550746 = -225934.992626
  nChanged 11
		SP:Iteration 30Q (4649.650000 sec): 3 clusters
  Score: Raw -228517.029901 + Penalty 2577.550746 = -225939.479155
  nChanged 6
		SP:Iteration 31Q (4649.840000 sec): 3 clusters
  Score: Raw -228519.869382 + Penalty 2577.550746 = -225942.318636
  nChanged 5
		SP:Iteration 32Q (4650.010000 sec): 3 clusters
  Score: Raw -228522.398259 + Penalty 2577.550746 = -225944.847513
  nChanged 9
		SP:Iteration 33Q (4650.190000 sec): 3 clusters
  Score: Raw -228526.187065 + Penalty 2577.550746 = -225948.636318
  nChanged 9
		SP:Iteration 34Q (4650.390000 sec): 3 clusters
  Score: Raw -228529.992757 + Penalty 2577.550746 = -225952.442011
  nChanged 5
		SP:Iteration 35Q (4650.590000 sec): 3 clusters
  Score: Raw -228532.808291 + Penalty 2577.550746 = -225955.257545
  nChanged 7
		SP:Iteration 36Q (4650.790000 sec): 3 clusters
  Score: Raw -228535.221515 + Penalty 2577.550746 = -225957.670769
  nChanged 8
		SP:Iteration 37Q (4651.010000 sec): 3 clusters
  Score: Raw -228537.196983 + Penalty 2577.550746 = -225959.646237
  nChanged 2
		SP:Iteration 38Q (4651.250000 sec): 3 clusters
  Score: Raw -228537.806473 + Penalty 2577.550746 = -225960.255727
  nChanged 1
		SP:Iteration 39Q (4651.400000 sec): 3 clusters
  Score: Raw -228538.192633 + Penalty 2577.550746 = -225960.641887
  nChanged 3
		SP:Iteration 40F (4651.600000 sec): 3 clusters
  Score: Raw -228538.867525 + Penalty 2577.550746 = -225961.316779
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4651.720000 sec): 2 clusters
  Score: Raw -96630.028207 + Penalty 1177.070858 = -95452.957348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4651.900000 sec): 3 clusters
  Score: Raw -96097.447022 + Penalty 2354.141717 = -93743.305305
  nChanged 426
		SP:Iteration 1F (4652.050000 sec): 3 clusters
  Score: Raw -96419.651442 + Penalty 2354.141717 = -94065.509725
  nChanged 119
		SP:Iteration 2F (4652.240000 sec): 3 clusters
  Score: Raw -96543.552606 + Penalty 2354.141717 = -94189.410889
  nChanged 79
		SP:Iteration 3F (4652.420000 sec): 3 clusters
  Score: Raw -96664.951992 + Penalty 2354.141717 = -94310.810275
  nChanged 65
		SP:Iteration 4Q (4652.620000 sec): 3 clusters
  Score: Raw -96755.644808 + Penalty 2354.141717 = -94401.503091
  nChanged 61
		SP:Iteration 5Q (4652.810000 sec): 3 clusters
  Score: Raw -96856.721019 + Penalty 2354.141717 = -94502.579302
  nChanged 67
		SP:Iteration 6Q (4653.010000 sec): 3 clusters
  Score: Raw -96949.163673 + Penalty 2354.141717 = -94595.021957
  nChanged 52
		SP:Iteration 7Q (4653.190000 sec): 3 clusters
  Score: Raw -97016.407025 + Penalty 2354.141717 = -94662.265309
  nChanged 44
		SP:Iteration 8Q (4653.380000 sec): 3 clusters
  Score: Raw -97077.929453 + Penalty 2354.141717 = -94723.787736
  nChanged 37
		SP:Iteration 9Q (4653.560000 sec): 3 clusters
  Score: Raw -97129.917373 + Penalty 2354.141717 = -94775.775657
  nChanged 29
		SP:Iteration 10Q (4653.750000 sec): 3 clusters
  Score: Raw -97163.521683 + Penalty 2354.141717 = -94809.379966
  nChanged 34
		SP:Iteration 11Q (4653.900000 sec): 3 clusters
  Score: Raw -97204.336534 + Penalty 2354.141717 = -94850.194817
  nChanged 25
		SP:Iteration 12Q (4654.080000 sec): 3 clusters
  Score: Raw -97235.979973 + Penalty 2354.141717 = -94881.838256
  nChanged 35
		SP:Iteration 13Q (4654.240000 sec): 3 clusters
  Score: Raw -97276.044067 + Penalty 2354.141717 = -94921.902350
  nChanged 32
		SP:Iteration 14Q (4654.400000 sec): 3 clusters
  Score: Raw -97312.724986 + Penalty 2354.141717 = -94958.583269
  nChanged 26
		SP:Iteration 15Q (4654.600000 sec): 3 clusters
  Score: Raw -97346.794019 + Penalty 2354.141717 = -94992.652302
  nChanged 29
		SP:Iteration 16Q (4654.740000 sec): 3 clusters
  Score: Raw -97397.005426 + Penalty 2354.141717 = -95042.863710
  nChanged 35
		SP:Iteration 17Q (4654.960000 sec): 3 clusters
  Score: Raw -97452.146340 + Penalty 2354.141717 = -95098.004624
  nChanged 29
		SP:Iteration 18Q (4655.100000 sec): 3 clusters
  Score: Raw -97491.354865 + Penalty 2354.141717 = -95137.213148
  nChanged 12
		SP:Iteration 19Q (4655.300000 sec): 3 clusters
  Score: Raw -97509.484763 + Penalty 2354.141717 = -95155.343046
  nChanged 12
		SP:Iteration 20F (4655.500000 sec): 3 clusters
  Score: Raw -97519.624331 + Penalty 2354.141717 = -95165.482615
  nChanged 8
		SP:Iteration 21Q (4655.660000 sec): 3 clusters
  Score: Raw -97529.281466 + Penalty 2354.141717 = -95175.139750
  nChanged 7
		SP:Iteration 22Q (4655.830000 sec): 3 clusters
  Score: Raw -97535.414671 + Penalty 2354.141717 = -95181.272954
  nChanged 6
		SP:Iteration 23Q (4656.050000 sec): 3 clusters
  Score: Raw -97539.596675 + Penalty 2354.141717 = -95185.454958
  nChanged 5
		SP:Iteration 24Q (4656.220000 sec): 3 clusters
  Score: Raw -97543.342002 + Penalty 2354.141717 = -95189.200285
  nChanged 6
		SP:Iteration 25Q (4656.410000 sec): 3 clusters
  Score: Raw -97552.410917 + Penalty 2354.141717 = -95198.269201
  nChanged 9
		SP:Iteration 26Q (4656.620000 sec): 3 clusters
  Score: Raw -97559.984147 + Penalty 2354.141717 = -95205.842430
  nChanged 8
		SP:Iteration 27Q (4656.850000 sec): 3 clusters
  Score: Raw -97568.197497 + Penalty 2354.141717 = -95214.055781
  nChanged 3
		SP:Iteration 28Q (4657.010000 sec): 3 clusters
  Score: Raw -97570.052150 + Penalty 2354.141717 = -95215.910434
  nChanged 2
		SP:Iteration 29Q (4657.210000 sec): 3 clusters
  Score: Raw -97570.829169 + Penalty 2354.141717 = -95216.687453
  nChanged 2
		SP:Iteration 30Q (4657.320000 sec): 3 clusters
  Score: Raw -97571.816431 + Penalty 2354.141717 = -95217.674714
  nChanged 0
		SP:Iteration 31F (4657.530000 sec): 3 clusters
  Score: Raw -97571.816431 + Penalty 2354.141717 = -95217.674714
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4657.600000 sec): 2 clusters
  Score: Raw -140782.780439 + Penalty 1212.142570 = -139570.637868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4657.800000 sec): 3 clusters
  Score: Raw -140140.870694 + Penalty 2424.285141 = -137716.585553
  nChanged 597
		SP:Iteration 1F (4658.000000 sec): 3 clusters
  Score: Raw -140612.406353 + Penalty 2424.285141 = -138188.121212
  nChanged 148
		SP:Iteration 2F (4658.170000 sec): 3 clusters
  Score: Raw -140728.350336 + Penalty 2424.285141 = -138304.065195
  nChanged 74
		SP:Iteration 3Q (4658.360000 sec): 3 clusters
  Score: Raw -140782.588473 + Penalty 2424.285141 = -138358.303332
  nChanged 49
		SP:Iteration 4Q (4658.550000 sec): 3 clusters
  Score: Raw -140822.772567 + Penalty 2424.285141 = -138398.487426
  nChanged 45
		SP:Iteration 5Q (4658.740000 sec): 3 clusters
  Score: Raw -140854.664815 + Penalty 2424.285141 = -138430.379675
  nChanged 41
		SP:Iteration 6Q (4658.980000 sec): 3 clusters
  Score: Raw -140880.903526 + Penalty 2424.285141 = -138456.618385
  nChanged 28
		SP:Iteration 7Q (4659.170000 sec): 3 clusters
  Score: Raw -140902.089274 + Penalty 2424.285141 = -138477.804133
  nChanged 26
		SP:Iteration 8Q (4659.330000 sec): 3 clusters
  Score: Raw -140915.499331 + Penalty 2424.285141 = -138491.214190
  nChanged 19
		SP:Iteration 9Q (4659.540000 sec): 3 clusters
  Score: Raw -140927.566468 + Penalty 2424.285141 = -138503.281327
  nChanged 17
		SP:Iteration 10Q (4659.690000 sec): 3 clusters
  Score: Raw -140936.418598 + Penalty 2424.285141 = -138512.133457
  nChanged 16
		SP:Iteration 11Q (4659.940000 sec): 3 clusters
  Score: Raw -140947.862547 + Penalty 2424.285141 = -138523.577406
  nChanged 19
		SP:Iteration 12Q (4660.100000 sec): 3 clusters
  Score: Raw -140955.142517 + Penalty 2424.285141 = -138530.857376
  nChanged 23
		SP:Iteration 13Q (4660.280000 sec): 3 clusters
  Score: Raw -140968.298595 + Penalty 2424.285141 = -138544.013454
  nChanged 20
		SP:Iteration 14Q (4660.500000 sec): 3 clusters
  Score: Raw -140981.877811 + Penalty 2424.285141 = -138557.592670
  nChanged 15
		SP:Iteration 15Q (4660.670000 sec): 3 clusters
  Score: Raw -140991.188929 + Penalty 2424.285141 = -138566.903788
  nChanged 14
		SP:Iteration 16Q (4660.860000 sec): 3 clusters
  Score: Raw -141000.320094 + Penalty 2424.285141 = -138576.034953
  nChanged 16
		SP:Iteration 17Q (4661.040000 sec): 3 clusters
  Score: Raw -141011.148679 + Penalty 2424.285141 = -138586.863538
  nChanged 16
		SP:Iteration 18Q (4661.270000 sec): 3 clusters
  Score: Raw -141020.271330 + Penalty 2424.285141 = -138595.986189
  nChanged 15
		SP:Iteration 19Q (4661.440000 sec): 3 clusters
  Score: Raw -141029.441984 + Penalty 2424.285141 = -138605.156843
  nChanged 16
		SP:Iteration 20F (4661.620000 sec): 3 clusters
  Score: Raw -141039.148684 + Penalty 2424.285141 = -138614.863543
  nChanged 10
		SP:Iteration 21Q (4661.820000 sec): 3 clusters
  Score: Raw -141044.498396 + Penalty 2424.285141 = -138620.213255
  nChanged 6
		SP:Iteration 22Q (4661.950000 sec): 3 clusters
  Score: Raw -141049.291013 + Penalty 2424.285141 = -138625.005872
  nChanged 11
		SP:Iteration 23Q (4662.170000 sec): 3 clusters
  Score: Raw -141057.557044 + Penalty 2424.285141 = -138633.271904
  nChanged 7
		SP:Iteration 24Q (4662.340000 sec): 3 clusters
  Score: Raw -141061.878094 + Penalty 2424.285141 = -138637.592953
  nChanged 9
		SP:Iteration 25Q (4662.570000 sec): 3 clusters
  Score: Raw -141068.767668 + Penalty 2424.285141 = -138644.482527
  nChanged 12
		SP:Iteration 26Q (4662.730000 sec): 3 clusters
  Score: Raw -141077.446901 + Penalty 2424.285141 = -138653.161760
  nChanged 10
		SP:Iteration 27Q (4662.940000 sec): 3 clusters
  Score: Raw -141084.413430 + Penalty 2424.285141 = -138660.128289
  nChanged 9
		SP:Iteration 28Q (4663.130000 sec): 3 clusters
  Score: Raw -141091.178326 + Penalty 2424.285141 = -138666.893186
  nChanged 7
		SP:Iteration 29Q (4663.310000 sec): 3 clusters
  Score: Raw -141096.031099 + Penalty 2424.285141 = -138671.745958
  nChanged 5
		SP:Iteration 30Q (4663.510000 sec): 3 clusters
  Score: Raw -141099.121572 + Penalty 2424.285141 = -138674.836431
  nChanged 4
		SP:Iteration 31Q (4663.700000 sec): 3 clusters
  Score: Raw -141100.543297 + Penalty 2424.285141 = -138676.258156
  nChanged 1
		SP:Iteration 32Q (4663.920000 sec): 3 clusters
  Score: Raw -141101.612709 + Penalty 2424.285141 = -138677.327568
  nChanged 2
		SP:Iteration 33Q (4664.100000 sec): 3 clusters
  Score: Raw -141103.753540 + Penalty 2424.285141 = -138679.468399
  nChanged 3
		SP:Iteration 34Q (4664.270000 sec): 3 clusters
  Score: Raw -141105.275991 + Penalty 2424.285141 = -138680.990850
  nChanged 2
		SP:Iteration 35Q (4664.470000 sec): 3 clusters
  Score: Raw -141105.771598 + Penalty 2424.285141 = -138681.486457
  nChanged 3
		SP:Iteration 36Q (4664.670000 sec): 3 clusters
  Score: Raw -141107.073594 + Penalty 2424.285141 = -138682.788453
  nChanged 2
		SP:Iteration 37Q (4664.840000 sec): 3 clusters
  Score: Raw -141107.405823 + Penalty 2424.285141 = -138683.120682
  nChanged 2
		SP:Iteration 38Q (4665.000000 sec): 3 clusters
  Score: Raw -141107.834531 + Penalty 2424.285141 = -138683.549390
  nChanged 0
		SP:Iteration 39F (4665.220000 sec): 3 clusters
  Score: Raw -141107.834531 + Penalty 2424.285141 = -138683.549390
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (95809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4665.740000 sec): 2 clusters
  Score: Raw -7379604.551572 + Penalty 1863.893185 = -7377740.658387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4666.380000 sec): 3 clusters
  Score: Raw -7317149.968067 + Penalty 3727.786369 = -7313422.181698
  nChanged 45856
		SP:Iteration 1F (4667.080000 sec): 3 clusters
  Score: Raw -7344554.325680 + Penalty 3727.786369 = -7340826.539311
  nChanged 4453
		SP:Iteration 2Q (4667.720000 sec): 3 clusters
  Score: Raw -7346294.262999 + Penalty 3727.786369 = -7342566.476629
  nChanged 4780
		SP:Iteration 3Q (4668.360000 sec): 3 clusters
  Score: Raw -7348412.385136 + Penalty 3727.786369 = -7344684.598767
  nChanged 5059
		SP:Iteration 4F (4668.950000 sec): 3 clusters
  Score: Raw -7350759.004929 + Penalty 3727.786369 = -7347031.218560
  nChanged 5225
		SP:Iteration 5F (4669.530000 sec): 3 clusters
  Score: Raw -7353207.740669 + Penalty 3727.786369 = -7349479.954300
  nChanged 5165
		SP:Iteration 6F (4670.120000 sec): 3 clusters
  Score: Raw -7355771.620726 + Penalty 3727.786369 = -7352043.834357
  nChanged 5062
		SP:Iteration 7F (4670.690000 sec): 3 clusters
  Score: Raw -7358456.764888 + Penalty 3727.786369 = -7354728.978518
  nChanged 5001
		SP:Iteration 8F (4671.250000 sec): 3 clusters
  Score: Raw -7361147.957782 + Penalty 3727.786369 = -7357420.171413
  nChanged 4628
		SP:Iteration 9Q (4671.930000 sec): 3 clusters
  Score: Raw -7363659.018840 + Penalty 3727.786369 = -7359931.232471
  nChanged 4151
		SP:Iteration 10Q (4672.580000 sec): 3 clusters
  Score: Raw -7365810.017594 + Penalty 3727.786369 = -7362082.231225
  nChanged 3468
		SP:Iteration 11Q (4673.260000 sec): 3 clusters
  Score: Raw -7367400.156512 + Penalty 3727.786369 = -7363672.370143
  nChanged 2791
		SP:Iteration 12Q (4673.860000 sec): 3 clusters
  Score: Raw -7368485.394251 + Penalty 3727.786369 = -7364757.607881
  nChanged 2244
		SP:Iteration 13Q (4674.550000 sec): 3 clusters
  Score: Raw -7369267.011766 + Penalty 3727.786369 = -7365539.225396
  nChanged 1895
		SP:Iteration 14Q (4675.250000 sec): 3 clusters
  Score: Raw -7369845.878172 + Penalty 3727.786369 = -7366118.091803
  nChanged 1588
		SP:Iteration 15Q (4675.830000 sec): 3 clusters
  Score: Raw -7370323.422569 + Penalty 3727.786369 = -7366595.636200
  nChanged 1426
		SP:Iteration 16Q (4676.560000 sec): 3 clusters
  Score: Raw -7370731.947378 + Penalty 3727.786369 = -7367004.161009
  nChanged 1340
		SP:Iteration 17Q (4677.250000 sec): 3 clusters
  Score: Raw -7371143.664853 + Penalty 3727.786369 = -7367415.878484
  nChanged 1377
		SP:Iteration 18Q (4677.870000 sec): 3 clusters
  Score: Raw -7371593.421145 + Penalty 3727.786369 = -7367865.634775
  nChanged 1372
		SP:Iteration 19Q (4678.470000 sec): 3 clusters
  Score: Raw -7372060.072964 + Penalty 3727.786369 = -7368332.286595
  nChanged 1414
		SP:Iteration 20F (4679.050000 sec): 3 clusters
  Score: Raw -7372529.749087 + Penalty 3727.786369 = -7368801.962718
  nChanged 1399
		SP:Iteration 21Q (4679.640000 sec): 3 clusters
  Score: Raw -7372986.256035 + Penalty 3727.786369 = -7369258.469666
  nChanged 1382
		SP:Iteration 22Q (4680.290000 sec): 3 clusters
  Score: Raw -7373446.288097 + Penalty 3727.786369 = -7369718.501728
  nChanged 1407
		SP:Iteration 23Q (4680.880000 sec): 3 clusters
  Score: Raw -7373932.306096 + Penalty 3727.786369 = -7370204.519727
  nChanged 1381
		SP:Iteration 24Q (4681.510000 sec): 3 clusters
  Score: Raw -7374436.716002 + Penalty 3727.786369 = -7370708.929633
  nChanged 1409
		SP:Iteration 25Q (4682.150000 sec): 3 clusters
  Score: Raw -7374978.059555 + Penalty 3727.786369 = -7371250.273186
  nChanged 1353
		SP:Iteration 26Q (4682.790000 sec): 3 clusters
  Score: Raw -7375521.302876 + Penalty 3727.786369 = -7371793.516507
  nChanged 1301
		SP:Iteration 27Q (4683.480000 sec): 3 clusters
  Score: Raw -7376077.481852 + Penalty 3727.786369 = -7372349.695482
  nChanged 1318
		SP:Iteration 28Q (4684.100000 sec): 3 clusters
  Score: Raw -7376682.937062 + Penalty 3727.786369 = -7372955.150693
  nChanged 1280
		SP:Iteration 29Q (4684.790000 sec): 3 clusters
  Score: Raw -7377274.813785 + Penalty 3727.786369 = -7373547.027416
  nChanged 1203
		SP:Iteration 30Q (4685.350000 sec): 3 clusters
  Score: Raw -7377820.918273 + Penalty 3727.786369 = -7374093.131904
  nChanged 1100
		SP:Iteration 31Q (4685.950000 sec): 3 clusters
  Score: Raw -7378313.531387 + Penalty 3727.786369 = -7374585.745017
  nChanged 955
		SP:Iteration 32Q (4686.580000 sec): 3 clusters
  Score: Raw -7378725.160024 + Penalty 3727.786369 = -7374997.373655
  nChanged 825
		SP:Iteration 33Q (4687.180000 sec): 3 clusters
  Score: Raw -7379071.842356 + Penalty 3727.786369 = -7375344.055987
  nChanged 732
		SP:Iteration 34Q (4687.810000 sec): 3 clusters
  Score: Raw -7379362.108194 + Penalty 3727.786369 = -7375634.321825
  nChanged 661
		SP:Iteration 35Q (4688.420000 sec): 3 clusters
  Score: Raw -7379617.340510 + Penalty 3727.786369 = -7375889.554140
  nChanged 566
		SP:Iteration 36Q (4688.970000 sec): 3 clusters
  Score: Raw -7379810.129205 + Penalty 3727.786369 = -7376082.342836
  nChanged 490
		SP:Iteration 37Q (4689.570000 sec): 3 clusters
  Score: Raw -7379968.795787 + Penalty 3727.786369 = -7376241.009417
  nChanged 403
		SP:Iteration 38Q (4690.130000 sec): 3 clusters
  Score: Raw -7380083.178805 + Penalty 3727.786369 = -7376355.392436
  nChanged 332
		SP:Iteration 39Q (4690.680000 sec): 3 clusters
  Score: Raw -7380173.719408 + Penalty 3727.786369 = -7376445.933039
  nChanged 293
		SP:Iteration 40F (4691.230000 sec): 3 clusters
  Score: Raw -7380247.525042 + Penalty 3727.786369 = -7376519.738672
  nChanged 227
		SP:Iteration 41Q (4691.890000 sec): 3 clusters
  Score: Raw -7380306.093319 + Penalty 3727.786369 = -7376578.306950
  nChanged 221
		SP:Iteration 42Q (4692.520000 sec): 3 clusters
  Score: Raw -7380356.342891 + Penalty 3727.786369 = -7376628.556521
  nChanged 178
		SP:Iteration 43Q (4693.110000 sec): 3 clusters
  Score: Raw -7380393.642256 + Penalty 3727.786369 = -7376665.855886
  nChanged 145
		SP:Iteration 44Q (4693.710000 sec): 3 clusters
  Score: Raw -7380423.973783 + Penalty 3727.786369 = -7376696.187414
  nChanged 123
		SP:Iteration 45Q (4694.270000 sec): 3 clusters
  Score: Raw -7380447.266475 + Penalty 3727.786369 = -7376719.480106
  nChanged 93
		SP:Iteration 46Q (4694.840000 sec): 3 clusters
  Score: Raw -7380465.108491 + Penalty 3727.786369 = -7376737.322121
  nChanged 88
		SP:Iteration 47Q (4695.370000 sec): 3 clusters
  Score: Raw -7380479.132998 + Penalty 3727.786369 = -7376751.346628
  nChanged 65
		SP:Iteration 48Q (4696.050000 sec): 3 clusters
  Score: Raw -7380488.236191 + Penalty 3727.786369 = -7376760.449822
  nChanged 48
		SP:Iteration 49Q (4696.710000 sec): 3 clusters
  Score: Raw -7380495.782315 + Penalty 3727.786369 = -7376767.995946
  nChanged 53
		SP:Iteration 50Q (4697.230000 sec): 3 clusters
  Score: Raw -7380503.711495 + Penalty 3727.786369 = -7376775.925125
  nChanged 42
		SP:Iteration 51Q (4697.860000 sec): 3 clusters
  Score: Raw -7380509.802439 + Penalty 3727.786369 = -7376782.016070
  nChanged 36
		SP:Iteration 52Q (4698.400000 sec): 3 clusters
  Score: Raw -7380514.299204 + Penalty 3727.786369 = -7376786.512835
  nChanged 36
		SP:Iteration 53Q (4699.030000 sec): 3 clusters
  Score: Raw -7380519.542532 + Penalty 3727.786369 = -7376791.756163
  nChanged 34
		SP:Iteration 54Q (4699.610000 sec): 3 clusters
  Score: Raw -7380525.640468 + Penalty 3727.786369 = -7376797.854099
  nChanged 38
		SP:Iteration 55Q (4700.190000 sec): 3 clusters
  Score: Raw -7380531.385844 + Penalty 3727.786369 = -7376803.599475
  nChanged 37
		SP:Iteration 56Q (4700.730000 sec): 3 clusters
  Score: Raw -7380536.411889 + Penalty 3727.786369 = -7376808.625520
  nChanged 26
		SP:Iteration 57Q (4701.320000 sec): 3 clusters
  Score: Raw -7380539.682820 + Penalty 3727.786369 = -7376811.896451
  nChanged 21
		SP:Iteration 58Q (4701.850000 sec): 3 clusters
  Score: Raw -7380542.613290 + Penalty 3727.786369 = -7376814.826920
  nChanged 23
		SP:Iteration 59Q (4702.400000 sec): 3 clusters
  Score: Raw -7380545.692821 + Penalty 3727.786369 = -7376817.906452
  nChanged 27
		SP:Iteration 60F (4702.980000 sec): 3 clusters
  Score: Raw -7380549.430731 + Penalty 3727.786369 = -7376821.644362
  nChanged 23
		SP:Iteration 61Q (4703.520000 sec): 3 clusters
  Score: Raw -7380552.613906 + Penalty 3727.786369 = -7376824.827537
  nChanged 18
		SP:Iteration 62Q (4704.010000 sec): 3 clusters
  Score: Raw -7380555.133312 + Penalty 3727.786369 = -7376827.346943
  nChanged 22
		SP:Iteration 63Q (4704.550000 sec): 3 clusters
  Score: Raw -7380558.319358 + Penalty 3727.786369 = -7376830.532989
  nChanged 16
		SP:Iteration 64Q (4705.120000 sec): 3 clusters
  Score: Raw -7380560.324978 + Penalty 3727.786369 = -7376832.538609
  nChanged 11
		SP:Iteration 65Q (4705.660000 sec): 3 clusters
  Score: Raw -7380561.705549 + Penalty 3727.786369 = -7376833.919180
  nChanged 8
		SP:Iteration 66Q (4706.170000 sec): 3 clusters
  Score: Raw -7380562.563844 + Penalty 3727.786369 = -7376834.777475
  nChanged 8
		SP:Iteration 67Q (4706.760000 sec): 3 clusters
  Score: Raw -7380563.257415 + Penalty 3727.786369 = -7376835.471046
  nChanged 5
		SP:Iteration 68Q (4707.300000 sec): 3 clusters
  Score: Raw -7380563.865102 + Penalty 3727.786369 = -7376836.078733
  nChanged 3
		SP:Iteration 69Q (4707.820000 sec): 3 clusters
  Score: Raw -7380564.154581 + Penalty 3727.786369 = -7376836.368212
  nChanged 1
		SP:Iteration 70Q (4708.340000 sec): 3 clusters
  Score: Raw -7380564.236653 + Penalty 3727.786369 = -7376836.450284
  nChanged 0
		SP:Iteration 71F (4708.910000 sec): 3 clusters
  Score: Raw -7380564.236653 + Penalty 3727.786369 = -7376836.450284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4709.060000 sec): 2 clusters
  Score: Raw -793526.464526 + Penalty 1485.689355 = -792040.775171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4709.270000 sec): 3 clusters
  Score: Raw -788241.475706 + Penalty 2971.378710 = -785270.096996
  nChanged 4026
		SP:Iteration 1F (4709.500000 sec): 3 clusters
  Score: Raw -790353.839797 + Penalty 2971.378710 = -787382.461087
  nChanged 591
		SP:Iteration 2F (4709.720000 sec): 3 clusters
  Score: Raw -790612.761962 + Penalty 2971.378710 = -787641.383252
  nChanged 527
		SP:Iteration 3F (4709.970000 sec): 3 clusters
  Score: Raw -790888.303868 + Penalty 2971.378710 = -787916.925158
  nChanged 533
		SP:Iteration 4F (4710.160000 sec): 3 clusters
  Score: Raw -791184.179509 + Penalty 2971.378710 = -788212.800799
  nChanged 537
		SP:Iteration 5F (4710.390000 sec): 3 clusters
  Score: Raw -791523.485637 + Penalty 2971.378710 = -788552.106927
  nChanged 559
		SP:Iteration 6F (4710.610000 sec): 3 clusters
  Score: Raw -791910.421351 + Penalty 2971.378710 = -788939.042641
  nChanged 548
		SP:Iteration 7F (4710.820000 sec): 3 clusters
  Score: Raw -792294.889219 + Penalty 2971.378710 = -789323.510509
  nChanged 503
		SP:Iteration 8F (4711.000000 sec): 3 clusters
  Score: Raw -792613.451060 + Penalty 2971.378710 = -789642.072349
  nChanged 425
		SP:Iteration 9Q (4711.260000 sec): 3 clusters
  Score: Raw -792843.184454 + Penalty 2971.378710 = -789871.805744
  nChanged 328
		SP:Iteration 10Q (4711.490000 sec): 3 clusters
  Score: Raw -793010.127261 + Penalty 2971.378710 = -790038.748550
  nChanged 279
		SP:Iteration 11Q (4711.670000 sec): 3 clusters
  Score: Raw -793142.125185 + Penalty 2971.378710 = -790170.746475
  nChanged 221
		SP:Iteration 12Q (4711.910000 sec): 3 clusters
  Score: Raw -793226.355902 + Penalty 2971.378710 = -790254.977192
  nChanged 147
		SP:Iteration 13Q (4712.160000 sec): 3 clusters
  Score: Raw -793274.691209 + Penalty 2971.378710 = -790303.312499
  nChanged 114
		SP:Iteration 14Q (4712.370000 sec): 3 clusters
  Score: Raw -793316.846656 + Penalty 2971.378710 = -790345.467946
  nChanged 119
		SP:Iteration 15Q (4712.550000 sec): 3 clusters
  Score: Raw -793358.087215 + Penalty 2971.378710 = -790386.708505
  nChanged 109
		SP:Iteration 16Q (4712.770000 sec): 3 clusters
  Score: Raw -793396.817613 + Penalty 2971.378710 = -790425.438903
  nChanged 105
		SP:Iteration 17Q (4712.970000 sec): 3 clusters
  Score: Raw -793436.427916 + Penalty 2971.378710 = -790465.049206
  nChanged 89
		SP:Iteration 18Q (4713.250000 sec): 3 clusters
  Score: Raw -793471.249684 + Penalty 2971.378710 = -790499.870974
  nChanged 94
		SP:Iteration 19Q (4713.460000 sec): 3 clusters
  Score: Raw -793506.493039 + Penalty 2971.378710 = -790535.114329
  nChanged 89
		SP:Iteration 20F (4713.690000 sec): 3 clusters
  Score: Raw -793544.042222 + Penalty 2971.378710 = -790572.663512
  nChanged 99
		SP:Iteration 21Q (4713.920000 sec): 3 clusters
  Score: Raw -793589.168976 + Penalty 2971.378710 = -790617.790266
  nChanged 93
		SP:Iteration 22Q (4714.120000 sec): 3 clusters
  Score: Raw -793628.345848 + Penalty 2971.378710 = -790656.967138
  nChanged 78
		SP:Iteration 23Q (4714.370000 sec): 3 clusters
  Score: Raw -793662.345098 + Penalty 2971.378710 = -790690.966388
  nChanged 79
		SP:Iteration 24Q (4714.600000 sec): 3 clusters
  Score: Raw -793695.096667 + Penalty 2971.378710 = -790723.717957
  nChanged 70
		SP:Iteration 25Q (4714.830000 sec): 3 clusters
  Score: Raw -793725.710329 + Penalty 2971.378710 = -790754.331619
  nChanged 63
		SP:Iteration 26Q (4715.070000 sec): 3 clusters
  Score: Raw -793755.743569 + Penalty 2971.378710 = -790784.364859
  nChanged 59
		SP:Iteration 27Q (4715.300000 sec): 3 clusters
  Score: Raw -793779.666002 + Penalty 2971.378710 = -790808.287292
  nChanged 48
		SP:Iteration 28Q (4715.530000 sec): 3 clusters
  Score: Raw -793799.053564 + Penalty 2971.378710 = -790827.674853
  nChanged 37
		SP:Iteration 29Q (4715.770000 sec): 3 clusters
  Score: Raw -793810.986372 + Penalty 2971.378710 = -790839.607662
  nChanged 41
		SP:Iteration 30Q (4716.020000 sec): 3 clusters
  Score: Raw -793827.388132 + Penalty 2971.378710 = -790856.009422
  nChanged 37
		SP:Iteration 31Q (4716.190000 sec): 3 clusters
  Score: Raw -793838.932730 + Penalty 2971.378710 = -790867.554020
  nChanged 29
		SP:Iteration 32Q (4716.470000 sec): 3 clusters
  Score: Raw -793849.568680 + Penalty 2971.378710 = -790878.189970
  nChanged 22
		SP:Iteration 33Q (4716.680000 sec): 3 clusters
  Score: Raw -793856.840373 + Penalty 2971.378710 = -790885.461663
  nChanged 23
		SP:Iteration 34Q (4716.900000 sec): 3 clusters
  Score: Raw -793862.782675 + Penalty 2971.378710 = -790891.403965
  nChanged 14
		SP:Iteration 35Q (4717.100000 sec): 3 clusters
  Score: Raw -793867.330973 + Penalty 2971.378710 = -790895.952263
  nChanged 22
		SP:Iteration 36Q (4717.310000 sec): 3 clusters
  Score: Raw -793875.028233 + Penalty 2971.378710 = -790903.649523
  nChanged 23
		SP:Iteration 37Q (4717.590000 sec): 3 clusters
  Score: Raw -793882.132026 + Penalty 2971.378710 = -790910.753316
  nChanged 20
		SP:Iteration 38Q (4717.760000 sec): 3 clusters
  Score: Raw -793889.069839 + Penalty 2971.378710 = -790917.691129
  nChanged 21
		SP:Iteration 39Q (4717.960000 sec): 3 clusters
  Score: Raw -793895.742495 + Penalty 2971.378710 = -790924.363784
  nChanged 17
		SP:Iteration 40F (4718.190000 sec): 3 clusters
  Score: Raw -793899.704171 + Penalty 2971.378710 = -790928.325461
  nChanged 8
		SP:Iteration 41Q (4718.440000 sec): 3 clusters
  Score: Raw -793901.277132 + Penalty 2971.378710 = -790929.898422
  nChanged 5
		SP:Iteration 42Q (4718.690000 sec): 3 clusters
  Score: Raw -793902.448935 + Penalty 2971.378710 = -790931.070225
  nChanged 6
		SP:Iteration 43Q (4718.980000 sec): 3 clusters
  Score: Raw -793903.651247 + Penalty 2971.378710 = -790932.272537
  nChanged 5
		SP:Iteration 44Q (4719.190000 sec): 3 clusters
  Score: Raw -793905.383057 + Penalty 2971.378710 = -790934.004347
  nChanged 6
		SP:Iteration 45Q (4719.370000 sec): 3 clusters
  Score: Raw -793906.892456 + Penalty 2971.378710 = -790935.513746
  nChanged 5
		SP:Iteration 46Q (4719.610000 sec): 3 clusters
  Score: Raw -793907.839164 + Penalty 2971.378710 = -790936.460454
  nChanged 5
		SP:Iteration 47Q (4719.820000 sec): 3 clusters
  Score: Raw -793908.807807 + Penalty 2971.378710 = -790937.429096
  nChanged 4
		SP:Iteration 48Q (4720.040000 sec): 3 clusters
  Score: Raw -793909.866684 + Penalty 2971.378710 = -790938.487974
  nChanged 6
		SP:Iteration 49Q (4720.230000 sec): 3 clusters
  Score: Raw -793911.903807 + Penalty 2971.378710 = -790940.525097
  nChanged 7
		SP:Iteration 50Q (4720.440000 sec): 3 clusters
  Score: Raw -793913.535758 + Penalty 2971.378710 = -790942.157047
  nChanged 8
		SP:Iteration 51Q (4720.650000 sec): 3 clusters
  Score: Raw -793916.444602 + Penalty 2971.378710 = -790945.065892
  nChanged 8
		SP:Iteration 52Q (4720.890000 sec): 3 clusters
  Score: Raw -793918.883538 + Penalty 2971.378710 = -790947.504828
  nChanged 5
		SP:Iteration 53Q (4721.090000 sec): 3 clusters
  Score: Raw -793920.506743 + Penalty 2971.378710 = -790949.128033
  nChanged 2
		SP:Iteration 54Q (4721.350000 sec): 3 clusters
  Score: Raw -793921.592781 + Penalty 2971.378710 = -790950.214071
  nChanged 6
		SP:Iteration 55Q (4721.550000 sec): 3 clusters
  Score: Raw -793923.584028 + Penalty 2971.378710 = -790952.205318
  nChanged 8
		SP:Iteration 56Q (4721.770000 sec): 3 clusters
  Score: Raw -793926.190096 + Penalty 2971.378710 = -790954.811386
  nChanged 11
		SP:Iteration 57Q (4722.010000 sec): 3 clusters
  Score: Raw -793928.783346 + Penalty 2971.378710 = -790957.404636
  nChanged 5
		SP:Iteration 58Q (4722.190000 sec): 3 clusters
  Score: Raw -793930.150720 + Penalty 2971.378710 = -790958.772010
  nChanged 6
		SP:Iteration 59Q (4722.410000 sec): 3 clusters
  Score: Raw -793932.845821 + Penalty 2971.378710 = -790961.467111
  nChanged 6
		SP:Iteration 60F (4722.620000 sec): 3 clusters
  Score: Raw -793934.637760 + Penalty 2971.378710 = -790963.259050
  nChanged 8
		SP:Iteration 61Q (4722.860000 sec): 3 clusters
  Score: Raw -793937.066475 + Penalty 2971.378710 = -790965.687765
  nChanged 7
		SP:Iteration 62Q (4723.010000 sec): 3 clusters
  Score: Raw -793938.529427 + Penalty 2971.378710 = -790967.150717
  nChanged 3
		SP:Iteration 63Q (4723.220000 sec): 3 clusters
  Score: Raw -793939.189758 + Penalty 2971.378710 = -790967.811048
  nChanged 6
		SP:Iteration 64Q (4723.420000 sec): 3 clusters
  Score: Raw -793940.629475 + Penalty 2971.378710 = -790969.250765
  nChanged 7
		SP:Iteration 65Q (4723.660000 sec): 3 clusters
  Score: Raw -793942.268655 + Penalty 2971.378710 = -790970.889945
  nChanged 2
		SP:Iteration 66Q (4723.860000 sec): 3 clusters
  Score: Raw -793942.544494 + Penalty 2971.378710 = -790971.165784
  nChanged 1
		SP:Iteration 67Q (4724.050000 sec): 3 clusters
  Score: Raw -793942.871650 + Penalty 2971.378710 = -790971.492940
  nChanged 0
		SP:Iteration 68F (4724.280000 sec): 3 clusters
  Score: Raw -793942.871650 + Penalty 2971.378710 = -790971.492940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4724.440000 sec): 2 clusters
  Score: Raw -82338.941829 + Penalty 1131.978930 = -81206.962899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4724.580000 sec): 3 clusters
  Score: Raw -81992.002571 + Penalty 2263.957861 = -79728.044710
  nChanged 325
		SP:Iteration 1F (4724.790000 sec): 3 clusters
  Score: Raw -82297.642838 + Penalty 2263.957861 = -80033.684977
  nChanged 93
		SP:Iteration 2F (4724.930000 sec): 3 clusters
  Score: Raw -82410.167810 + Penalty 2263.957861 = -80146.209949
  nChanged 49
		SP:Iteration 3Q (4725.140000 sec): 3 clusters
  Score: Raw -82478.471828 + Penalty 2263.957861 = -80214.513967
  nChanged 42
		SP:Iteration 4Q (4725.320000 sec): 3 clusters
  Score: Raw -82580.438141 + Penalty 2263.957861 = -80316.480280
  nChanged 49
		SP:Iteration 5Q (4725.480000 sec): 3 clusters
  Score: Raw -82714.723763 + Penalty 2263.957861 = -80450.765903
  nChanged 44
		SP:Iteration 6Q (4725.680000 sec): 3 clusters
  Score: Raw -82850.751139 + Penalty 2263.957861 = -80586.793278
  nChanged 51
		SP:Iteration 7Q (4725.840000 sec): 3 clusters
  Score: Raw -82974.663367 + Penalty 2263.957861 = -80710.705506
  nChanged 34
		SP:Iteration 8Q (4726.060000 sec): 3 clusters
  Score: Raw -83037.947525 + Penalty 2263.957861 = -80773.989664
  nChanged 25
		SP:Iteration 9Q (4726.220000 sec): 3 clusters
  Score: Raw -83073.800285 + Penalty 2263.957861 = -80809.842424
  nChanged 20
		SP:Iteration 10Q (4726.380000 sec): 3 clusters
  Score: Raw -83107.629712 + Penalty 2263.957861 = -80843.671851
  nChanged 16
		SP:Iteration 11Q (4726.580000 sec): 3 clusters
  Score: Raw -83128.472256 + Penalty 2263.957861 = -80864.514395
  nChanged 11
		SP:Iteration 12Q (4726.750000 sec): 3 clusters
  Score: Raw -83142.735156 + Penalty 2263.957861 = -80878.777295
  nChanged 9
		SP:Iteration 13Q (4726.940000 sec): 3 clusters
  Score: Raw -83151.933528 + Penalty 2263.957861 = -80887.975668
  nChanged 5
		SP:Iteration 14Q (4727.140000 sec): 3 clusters
  Score: Raw -83157.998046 + Penalty 2263.957861 = -80894.040185
  nChanged 4
		SP:Iteration 15Q (4727.280000 sec): 3 clusters
  Score: Raw -83164.133805 + Penalty 2263.957861 = -80900.175944
  nChanged 3
		SP:Iteration 16Q (4727.460000 sec): 3 clusters
  Score: Raw -83169.220268 + Penalty 2263.957861 = -80905.262407
  nChanged 3
		SP:Iteration 17Q (4727.640000 sec): 3 clusters
  Score: Raw -83175.122144 + Penalty 2263.957861 = -80911.164283
  nChanged 3
		SP:Iteration 18Q (4727.800000 sec): 3 clusters
  Score: Raw -83179.036310 + Penalty 2263.957861 = -80915.078449
  nChanged 0
		SP:Iteration 19F (4727.970000 sec): 3 clusters
  Score: Raw -83179.207816 + Penalty 2263.957861 = -80915.249955
  nChanged 1
		SP:Iteration 20F (4728.170000 sec): 3 clusters
  Score: Raw -83181.434540 + Penalty 2263.957861 = -80917.476679
  nChanged 1
		SP:Iteration 21Q (4728.340000 sec): 3 clusters
  Score: Raw -83181.790049 + Penalty 2263.957861 = -80917.832189
  nChanged 1
		SP:Iteration 22Q (4728.560000 sec): 3 clusters
  Score: Raw -83182.569179 + Penalty 2263.957861 = -80918.611318
  nChanged 0
		SP:Iteration 23F (4728.720000 sec): 3 clusters
  Score: Raw -83182.569179 + Penalty 2263.957861 = -80918.611318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (10878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4728.850000 sec): 2 clusters
  Score: Raw -834052.962506 + Penalty 1510.355873 = -832542.606633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4729.070000 sec): 3 clusters
  Score: Raw -827879.384553 + Penalty 3020.711746 = -824858.672807
  nChanged 4764
		SP:Iteration 1F (4729.310000 sec): 3 clusters
  Score: Raw -830560.645835 + Penalty 3020.711746 = -827539.934089
  nChanged 741
		SP:Iteration 2F (4729.500000 sec): 3 clusters
  Score: Raw -831013.500643 + Penalty 3020.711746 = -827992.788897
  nChanged 729
		SP:Iteration 3F (4729.740000 sec): 3 clusters
  Score: Raw -831496.425495 + Penalty 3020.711746 = -828475.713749
  nChanged 713
		SP:Iteration 4F (4729.980000 sec): 3 clusters
  Score: Raw -831941.226513 + Penalty 3020.711746 = -828920.514767
  nChanged 628
		SP:Iteration 5F (4730.190000 sec): 3 clusters
  Score: Raw -832324.196829 + Penalty 3020.711746 = -829303.485083
  nChanged 550
		SP:Iteration 6F (4730.470000 sec): 3 clusters
  Score: Raw -832633.883608 + Penalty 3020.711746 = -829613.171862
  nChanged 469
		SP:Iteration 7Q (4730.680000 sec): 3 clusters
  Score: Raw -832863.075375 + Penalty 3020.711746 = -829842.363629
  nChanged 356
		SP:Iteration 8Q (4730.910000 sec): 3 clusters
  Score: Raw -833010.874645 + Penalty 3020.711746 = -829990.162899
  nChanged 283
		SP:Iteration 9Q (4731.130000 sec): 3 clusters
  Score: Raw -833131.013159 + Penalty 3020.711746 = -830110.301413
  nChanged 246
		SP:Iteration 10Q (4731.330000 sec): 3 clusters
  Score: Raw -833235.034338 + Penalty 3020.711746 = -830214.322592
  nChanged 219
		SP:Iteration 11Q (4731.560000 sec): 3 clusters
  Score: Raw -833326.849436 + Penalty 3020.711746 = -830306.137690
  nChanged 232
		SP:Iteration 12Q (4731.740000 sec): 3 clusters
  Score: Raw -833424.623737 + Penalty 3020.711746 = -830403.911991
  nChanged 209
		SP:Iteration 13Q (4731.950000 sec): 3 clusters
  Score: Raw -833527.392022 + Penalty 3020.711746 = -830506.680276
  nChanged 211
		SP:Iteration 14Q (4732.180000 sec): 3 clusters
  Score: Raw -833634.079350 + Penalty 3020.711746 = -830613.367604
  nChanged 248
		SP:Iteration 15Q (4732.390000 sec): 3 clusters
  Score: Raw -833763.061558 + Penalty 3020.711746 = -830742.349812
  nChanged 245
		SP:Iteration 16Q (4732.620000 sec): 3 clusters
  Score: Raw -833901.151809 + Penalty 3020.711746 = -830880.440063
  nChanged 253
		SP:Iteration 17Q (4732.820000 sec): 3 clusters
  Score: Raw -834056.884985 + Penalty 3020.711746 = -831036.173239
  nChanged 277
		SP:Iteration 18Q (4733.010000 sec): 3 clusters
  Score: Raw -834212.385780 + Penalty 3020.711746 = -831191.674034
  nChanged 280
		SP:Iteration 19Q (4733.210000 sec): 3 clusters
  Score: Raw -834383.006312 + Penalty 3020.711746 = -831362.294566
  nChanged 283
		SP:Iteration 20F (4733.380000 sec): 3 clusters
  Score: Raw -834551.597018 + Penalty 3020.711746 = -831530.885272
  nChanged 227
		SP:Iteration 21Q (4733.570000 sec): 3 clusters
  Score: Raw -834654.935454 + Penalty 3020.711746 = -831634.223708
  nChanged 188
		SP:Iteration 22Q (4733.760000 sec): 3 clusters
  Score: Raw -834738.649859 + Penalty 3020.711746 = -831717.938113
  nChanged 170
		SP:Iteration 23Q (4733.960000 sec): 3 clusters
  Score: Raw -834814.455158 + Penalty 3020.711746 = -831793.743412
  nChanged 180
		SP:Iteration 24Q (4734.150000 sec): 3 clusters
  Score: Raw -834905.179674 + Penalty 3020.711746 = -831884.467928
  nChanged 178
		SP:Iteration 25Q (4734.300000 sec): 3 clusters
  Score: Raw -834980.280139 + Penalty 3020.711746 = -831959.568393
  nChanged 158
		SP:Iteration 26Q (4734.530000 sec): 3 clusters
  Score: Raw -835050.767852 + Penalty 3020.711746 = -832030.056106
  nChanged 169
		SP:Iteration 27Q (4734.750000 sec): 3 clusters
  Score: Raw -835127.412860 + Penalty 3020.711746 = -832106.701114
  nChanged 167
		SP:Iteration 28Q (4734.970000 sec): 3 clusters
  Score: Raw -835207.655850 + Penalty 3020.711746 = -832186.944104
  nChanged 170
		SP:Iteration 29Q (4735.170000 sec): 3 clusters
  Score: Raw -835295.102602 + Penalty 3020.711746 = -832274.390856
  nChanged 166
		SP:Iteration 30Q (4735.400000 sec): 3 clusters
  Score: Raw -835380.857094 + Penalty 3020.711746 = -832360.145348
  nChanged 159
		SP:Iteration 31Q (4735.660000 sec): 3 clusters
  Score: Raw -835460.213159 + Penalty 3020.711746 = -832439.501413
  nChanged 170
		SP:Iteration 32Q (4735.880000 sec): 3 clusters
  Score: Raw -835541.582639 + Penalty 3020.711746 = -832520.870893
  nChanged 168
		SP:Iteration 33Q (4736.080000 sec): 3 clusters
  Score: Raw -835643.603550 + Penalty 3020.711746 = -832622.891804
  nChanged 166
		SP:Iteration 34Q (4736.260000 sec): 3 clusters
  Score: Raw -835732.136086 + Penalty 3020.711746 = -832711.424340
  nChanged 175
		SP:Iteration 35Q (4736.490000 sec): 3 clusters
  Score: Raw -835821.109631 + Penalty 3020.711746 = -832800.397885
  nChanged 150
		SP:Iteration 36Q (4736.730000 sec): 3 clusters
  Score: Raw -835894.423066 + Penalty 3020.711746 = -832873.711320
  nChanged 129
		SP:Iteration 37Q (4736.930000 sec): 3 clusters
  Score: Raw -835962.292759 + Penalty 3020.711746 = -832941.581013
  nChanged 117
		SP:Iteration 38Q (4737.130000 sec): 3 clusters
  Score: Raw -836016.669392 + Penalty 3020.711746 = -832995.957646
  nChanged 97
		SP:Iteration 39Q (4737.370000 sec): 3 clusters
  Score: Raw -836053.234977 + Penalty 3020.711746 = -833032.523231
  nChanged 80
		SP:Iteration 40F (4737.580000 sec): 3 clusters
  Score: Raw -836114.346107 + Penalty 3020.711746 = -833093.634361
  nChanged 113
		SP:Iteration 41Q (4737.840000 sec): 3 clusters
  Score: Raw -836171.539317 + Penalty 3020.711746 = -833150.827571
  nChanged 101
		SP:Iteration 42Q (4738.040000 sec): 3 clusters
  Score: Raw -836203.086629 + Penalty 3020.711746 = -833182.374883
  nChanged 74
		SP:Iteration 43Q (4738.240000 sec): 3 clusters
  Score: Raw -836224.623934 + Penalty 3020.711746 = -833203.912188
  nChanged 71
		SP:Iteration 44Q (4738.450000 sec): 3 clusters
  Score: Raw -836247.229982 + Penalty 3020.711746 = -833226.518236
  nChanged 64
		SP:Iteration 45Q (4738.680000 sec): 3 clusters
  Score: Raw -836261.539991 + Penalty 3020.711746 = -833240.828245
  nChanged 49
		SP:Iteration 46Q (4738.880000 sec): 3 clusters
  Score: Raw -836272.221186 + Penalty 3020.711746 = -833251.509440
  nChanged 45
		SP:Iteration 47Q (4739.100000 sec): 3 clusters
  Score: Raw -836279.879206 + Penalty 3020.711746 = -833259.167460
  nChanged 31
		SP:Iteration 48Q (4739.340000 sec): 3 clusters
  Score: Raw -836284.786333 + Penalty 3020.711746 = -833264.074587
  nChanged 27
		SP:Iteration 49Q (4739.560000 sec): 3 clusters
  Score: Raw -836289.395271 + Penalty 3020.711746 = -833268.683525
  nChanged 14
		SP:Iteration 50Q (4739.850000 sec): 3 clusters
  Score: Raw -836291.011118 + Penalty 3020.711746 = -833270.299372
  nChanged 10
		SP:Iteration 51Q (4740.050000 sec): 3 clusters
  Score: Raw -836292.106858 + Penalty 3020.711746 = -833271.395112
  nChanged 7
		SP:Iteration 52Q (4740.280000 sec): 3 clusters
  Score: Raw -836292.932556 + Penalty 3020.711746 = -833272.220810
  nChanged 8
		SP:Iteration 53Q (4740.490000 sec): 3 clusters
  Score: Raw -836293.704714 + Penalty 3020.711746 = -833272.992968
  nChanged 4
		SP:Iteration 54Q (4740.720000 sec): 3 clusters
  Score: Raw -836294.009190 + Penalty 3020.711746 = -833273.297444
  nChanged 6
		SP:Iteration 55Q (4740.960000 sec): 3 clusters
  Score: Raw -836294.574706 + Penalty 3020.711746 = -833273.862960
  nChanged 5
		SP:Iteration 56Q (4741.140000 sec): 3 clusters
  Score: Raw -836295.070425 + Penalty 3020.711746 = -833274.358679
  nChanged 1
		SP:Iteration 57Q (4741.370000 sec): 3 clusters
  Score: Raw -836295.113325 + Penalty 3020.711746 = -833274.401579
  nChanged 1
		SP:Iteration 58Q (4741.580000 sec): 3 clusters
  Score: Raw -836295.262382 + Penalty 3020.711746 = -833274.550636
  nChanged 0
		SP:Iteration 59F (4741.830000 sec): 3 clusters
  Score: Raw -836295.262382 + Penalty 3020.711746 = -833274.550636
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4741.920000 sec): 2 clusters
  Score: Raw -351451.568980 + Penalty 1371.550724 = -350080.018256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4742.090000 sec): 3 clusters
  Score: Raw -349114.310348 + Penalty 2743.101448 = -346371.208900
  nChanged 1859
		SP:Iteration 1F (4742.300000 sec): 3 clusters
  Score: Raw -350204.395557 + Penalty 2743.101448 = -347461.294109
  nChanged 417
		SP:Iteration 2F (4742.540000 sec): 3 clusters
  Score: Raw -350515.256606 + Penalty 2743.101448 = -347772.155158
  nChanged 346
		SP:Iteration 3F (4742.720000 sec): 3 clusters
  Score: Raw -350809.609441 + Penalty 2743.101448 = -348066.507994
  nChanged 293
		SP:Iteration 4F (4742.890000 sec): 3 clusters
  Score: Raw -351060.246529 + Penalty 2743.101448 = -348317.145081
  nChanged 291
		SP:Iteration 5F (4743.080000 sec): 3 clusters
  Score: Raw -351329.688031 + Penalty 2743.101448 = -348586.586583
  nChanged 253
		SP:Iteration 6F (4743.280000 sec): 3 clusters
  Score: Raw -351553.732924 + Penalty 2743.101448 = -348810.631476
  nChanged 198
		SP:Iteration 7Q (4743.440000 sec): 3 clusters
  Score: Raw -351697.977307 + Penalty 2743.101448 = -348954.875859
  nChanged 160
		SP:Iteration 8Q (4743.660000 sec): 3 clusters
  Score: Raw -351821.552498 + Penalty 2743.101448 = -349078.451051
  nChanged 140
		SP:Iteration 9Q (4743.810000 sec): 3 clusters
  Score: Raw -351916.675058 + Penalty 2743.101448 = -349173.573610
  nChanged 108
		SP:Iteration 10Q (4744.010000 sec): 3 clusters
  Score: Raw -351982.505082 + Penalty 2743.101448 = -349239.403634
  nChanged 107
		SP:Iteration 11Q (4744.170000 sec): 3 clusters
  Score: Raw -352040.277409 + Penalty 2743.101448 = -349297.175961
  nChanged 71
		SP:Iteration 12Q (4744.410000 sec): 3 clusters
  Score: Raw -352068.779025 + Penalty 2743.101448 = -349325.677577
  nChanged 49
		SP:Iteration 13Q (4744.650000 sec): 3 clusters
  Score: Raw -352090.075885 + Penalty 2743.101448 = -349346.974437
  nChanged 47
		SP:Iteration 14Q (4744.840000 sec): 3 clusters
  Score: Raw -352107.110584 + Penalty 2743.101448 = -349364.009137
  nChanged 29
		SP:Iteration 15Q (4745.030000 sec): 3 clusters
  Score: Raw -352119.302439 + Penalty 2743.101448 = -349376.200991
  nChanged 26
		SP:Iteration 16Q (4745.240000 sec): 3 clusters
  Score: Raw -352128.019236 + Penalty 2743.101448 = -349384.917788
  nChanged 25
		SP:Iteration 17Q (4745.460000 sec): 3 clusters
  Score: Raw -352136.829879 + Penalty 2743.101448 = -349393.728431
  nChanged 22
		SP:Iteration 18Q (4745.710000 sec): 3 clusters
  Score: Raw -352143.650137 + Penalty 2743.101448 = -349400.548689
  nChanged 15
		SP:Iteration 19Q (4745.910000 sec): 3 clusters
  Score: Raw -352148.028684 + Penalty 2743.101448 = -349404.927236
  nChanged 13
		SP:Iteration 20F (4746.110000 sec): 3 clusters
  Score: Raw -352150.944767 + Penalty 2743.101448 = -349407.843319
  nChanged 9
		SP:Iteration 21Q (4746.320000 sec): 3 clusters
  Score: Raw -352152.852066 + Penalty 2743.101448 = -349409.750618
  nChanged 11
		SP:Iteration 22Q (4746.520000 sec): 3 clusters
  Score: Raw -352156.088707 + Penalty 2743.101448 = -349412.987259
  nChanged 14
		SP:Iteration 23Q (4746.710000 sec): 3 clusters
  Score: Raw -352160.587874 + Penalty 2743.101448 = -349417.486426
  nChanged 13
		SP:Iteration 24Q (4746.910000 sec): 3 clusters
  Score: Raw -352164.579424 + Penalty 2743.101448 = -349421.477976
  nChanged 10
		SP:Iteration 25Q (4747.110000 sec): 3 clusters
  Score: Raw -352167.734106 + Penalty 2743.101448 = -349424.632658
  nChanged 8
		SP:Iteration 26Q (4747.350000 sec): 3 clusters
  Score: Raw -352169.288370 + Penalty 2743.101448 = -349426.186922
  nChanged 6
		SP:Iteration 27Q (4747.550000 sec): 3 clusters
  Score: Raw -352171.072795 + Penalty 2743.101448 = -349427.971347
  nChanged 0
		SP:Iteration 28F (4747.740000 sec): 3 clusters
  Score: Raw -352171.072795 + Penalty 2743.101448 = -349427.971347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4747.880000 sec): 2 clusters
  Score: Raw -42432.855978 + Penalty 1032.018929 = -41400.837049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4748.040000 sec): 3 clusters
  Score: Raw -42393.307869 + Penalty 2064.037858 = -40329.270011
  nChanged 144
		SP:Iteration 1F (4748.200000 sec): 3 clusters
  Score: Raw -42711.600806 + Penalty 2064.037858 = -40647.562948
  nChanged 37
		SP:Iteration 2F (4748.340000 sec): 3 clusters
  Score: Raw -42792.364115 + Penalty 2064.037858 = -40728.326257
  nChanged 23
		SP:Iteration 3Q (4748.560000 sec): 3 clusters
  Score: Raw -42842.757007 + Penalty 2064.037858 = -40778.719149
  nChanged 11
		SP:Iteration 4Q (4748.770000 sec): 3 clusters
  Score: Raw -42871.608197 + Penalty 2064.037858 = -40807.570339
  nChanged 8
		SP:Iteration 5Q (4748.960000 sec): 3 clusters
  Score: Raw -42889.273134 + Penalty 2064.037858 = -40825.235276
  nChanged 6
		SP:Iteration 6Q (4749.150000 sec): 3 clusters
  Score: Raw -42900.934853 + Penalty 2064.037858 = -40836.896995
  nChanged 3
		SP:Iteration 7Q (4749.320000 sec): 3 clusters
  Score: Raw -42907.188664 + Penalty 2064.037858 = -40843.150806
  nChanged 2
		SP:Iteration 8Q (4749.470000 sec): 3 clusters
  Score: Raw -42916.438433 + Penalty 2064.037858 = -40852.400575
  nChanged 4
		SP:Iteration 9Q (4749.640000 sec): 3 clusters
  Score: Raw -42924.135647 + Penalty 2064.037858 = -40860.097789
  nChanged 4
		SP:Iteration 10Q (4749.840000 sec): 3 clusters
  Score: Raw -42941.582509 + Penalty 2064.037858 = -40877.544651
  nChanged 4
		SP:Iteration 11Q (4750.030000 sec): 3 clusters
  Score: Raw -42952.145643 + Penalty 2064.037858 = -40888.107785
  nChanged 2
		SP:Iteration 12Q (4750.210000 sec): 3 clusters
  Score: Raw -42956.603269 + Penalty 2064.037858 = -40892.565411
  nChanged 0
		SP:Iteration 13F (4750.400000 sec): 3 clusters
  Score: Raw -42956.603269 + Penalty 2064.037858 = -40892.565411
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4750.600000 sec): 2 clusters
  Score: Raw -1529493.018697 + Penalty 1597.742257 = -1527895.276440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4750.840000 sec): 3 clusters
  Score: Raw -1518340.785690 + Penalty 3195.484514 = -1515145.301176
  nChanged 8332
		SP:Iteration 1F (4751.080000 sec): 3 clusters
  Score: Raw -1522996.814396 + Penalty 3195.484514 = -1519801.329882
  nChanged 1027
		SP:Iteration 2F (4751.390000 sec): 3 clusters
  Score: Raw -1523406.922739 + Penalty 3195.484514 = -1520211.438225
  nChanged 965
		SP:Iteration 3F (4751.660000 sec): 3 clusters
  Score: Raw -1523788.627157 + Penalty 3195.484514 = -1520593.142643
  nChanged 884
		SP:Iteration 4Q (4751.990000 sec): 3 clusters
  Score: Raw -1524144.642800 + Penalty 3195.484514 = -1520949.158286
  nChanged 879
		SP:Iteration 5Q (4752.240000 sec): 3 clusters
  Score: Raw -1524550.314195 + Penalty 3195.484514 = -1521354.829681
  nChanged 890
		SP:Iteration 6Q (4752.480000 sec): 3 clusters
  Score: Raw -1525012.544081 + Penalty 3195.484514 = -1521817.059567
  nChanged 869
		SP:Iteration 7Q (4752.770000 sec): 3 clusters
  Score: Raw -1525496.087477 + Penalty 3195.484514 = -1522300.602963
  nChanged 886
		SP:Iteration 8Q (4753.080000 sec): 3 clusters
  Score: Raw -1526069.488835 + Penalty 3195.484514 = -1522874.004321
  nChanged 914
		SP:Iteration 9Q (4753.350000 sec): 3 clusters
  Score: Raw -1526727.078096 + Penalty 3195.484514 = -1523531.593582
  nChanged 881
		SP:Iteration 10Q (4753.600000 sec): 3 clusters
  Score: Raw -1527391.228020 + Penalty 3195.484514 = -1524195.743506
  nChanged 770
		SP:Iteration 11Q (4753.840000 sec): 3 clusters
  Score: Raw -1528014.082363 + Penalty 3195.484514 = -1524818.597849
  nChanged 626
		SP:Iteration 12Q (4754.150000 sec): 3 clusters
  Score: Raw -1528527.502332 + Penalty 3195.484514 = -1525332.017818
  nChanged 474
		SP:Iteration 13Q (4754.380000 sec): 3 clusters
  Score: Raw -1528904.802139 + Penalty 3195.484514 = -1525709.317625
  nChanged 301
		SP:Iteration 14Q (4754.620000 sec): 3 clusters
  Score: Raw -1529151.385877 + Penalty 3195.484514 = -1525955.901363
  nChanged 196
		SP:Iteration 15Q (4754.920000 sec): 3 clusters
  Score: Raw -1529321.282129 + Penalty 3195.484514 = -1526125.797615
  nChanged 131
		SP:Iteration 16Q (4755.180000 sec): 3 clusters
  Score: Raw -1529429.295750 + Penalty 3195.484514 = -1526233.811236
  nChanged 74
		SP:Iteration 17Q (4755.460000 sec): 3 clusters
  Score: Raw -1529490.929015 + Penalty 3195.484514 = -1526295.444501
  nChanged 58
		SP:Iteration 18Q (4755.710000 sec): 3 clusters
  Score: Raw -1529540.185834 + Penalty 3195.484514 = -1526344.701320
  nChanged 45
		SP:Iteration 19Q (4755.970000 sec): 3 clusters
  Score: Raw -1529578.238052 + Penalty 3195.484514 = -1526382.753538
  nChanged 38
		SP:Iteration 20F (4756.240000 sec): 3 clusters
  Score: Raw -1529612.844297 + Penalty 3195.484514 = -1526417.359783
  nChanged 34
		SP:Iteration 21Q (4756.510000 sec): 3 clusters
  Score: Raw -1529649.020732 + Penalty 3195.484514 = -1526453.536218
  nChanged 32
		SP:Iteration 22Q (4756.760000 sec): 3 clusters
  Score: Raw -1529682.222284 + Penalty 3195.484514 = -1526486.737770
  nChanged 21
		SP:Iteration 23Q (4757.060000 sec): 3 clusters
  Score: Raw -1529705.985263 + Penalty 3195.484514 = -1526510.500749
  nChanged 18
		SP:Iteration 24Q (4757.310000 sec): 3 clusters
  Score: Raw -1529722.769790 + Penalty 3195.484514 = -1526527.285276
  nChanged 15
		SP:Iteration 25Q (4757.600000 sec): 3 clusters
  Score: Raw -1529734.784086 + Penalty 3195.484514 = -1526539.299572
  nChanged 13
		SP:Iteration 26Q (4757.880000 sec): 3 clusters
  Score: Raw -1529746.743830 + Penalty 3195.484514 = -1526551.259316
  nChanged 14
		SP:Iteration 27Q (4758.120000 sec): 3 clusters
  Score: Raw -1529767.467738 + Penalty 3195.484514 = -1526571.983224
  nChanged 24
		SP:Iteration 28Q (4758.390000 sec): 3 clusters
  Score: Raw -1529795.992886 + Penalty 3195.484514 = -1526600.508372
  nChanged 25
		SP:Iteration 29Q (4758.710000 sec): 3 clusters
  Score: Raw -1529819.159174 + Penalty 3195.484514 = -1526623.674660
  nChanged 14
		SP:Iteration 30Q (4758.980000 sec): 3 clusters
  Score: Raw -1529835.134808 + Penalty 3195.484514 = -1526639.650294
  nChanged 13
		SP:Iteration 31Q (4759.250000 sec): 3 clusters
  Score: Raw -1529844.343102 + Penalty 3195.484514 = -1526648.858588
  nChanged 4
		SP:Iteration 32Q (4759.500000 sec): 3 clusters
  Score: Raw -1529847.045194 + Penalty 3195.484514 = -1526651.560680
  nChanged 2
		SP:Iteration 33Q (4759.760000 sec): 3 clusters
  Score: Raw -1529848.411448 + Penalty 3195.484514 = -1526652.926934
  nChanged 3
		SP:Iteration 34Q (4760.040000 sec): 3 clusters
  Score: Raw -1529850.177713 + Penalty 3195.484514 = -1526654.693199
  nChanged 1
		SP:Iteration 35Q (4760.300000 sec): 3 clusters
  Score: Raw -1529851.124637 + Penalty 3195.484514 = -1526655.640123
  nChanged 0
		SP:Iteration 36F (4760.540000 sec): 3 clusters
  Score: Raw -1529851.124637 + Penalty 3195.484514 = -1526655.640123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4760.690000 sec): 2 clusters
  Score: Raw -41611.733165 + Penalty 1019.954567 = -40591.778598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4760.820000 sec): 3 clusters
  Score: Raw -41560.322405 + Penalty 2039.909134 = -39520.413270
  nChanged 126
		SP:Iteration 1F (4761.010000 sec): 3 clusters
  Score: Raw -41811.261593 + Penalty 2039.909134 = -39771.352459
  nChanged 31
		SP:Iteration 2F (4761.240000 sec): 3 clusters
  Score: Raw -41985.950451 + Penalty 2039.909134 = -39946.041317
  nChanged 43
		SP:Iteration 3F (4761.390000 sec): 3 clusters
  Score: Raw -42165.268353 + Penalty 2039.909134 = -40125.359219
  nChanged 35
		SP:Iteration 4F (4761.580000 sec): 3 clusters
  Score: Raw -42490.148509 + Penalty 2039.909134 = -40450.239375
  nChanged 39
		SP:Iteration 5F (4761.810000 sec): 3 clusters
  Score: Raw -42825.377180 + Penalty 2039.909134 = -40785.468046
  nChanged 28
		SP:Iteration 6F (4761.990000 sec): 3 clusters
  Score: Raw -42911.948639 + Penalty 2039.909134 = -40872.039505
  nChanged 14
		SP:Iteration 7Q (4762.210000 sec): 3 clusters
  Score: Raw -42954.951260 + Penalty 2039.909134 = -40915.042126
  nChanged 7
		SP:Iteration 8Q (4762.370000 sec): 3 clusters
  Score: Raw -42984.343590 + Penalty 2039.909134 = -40944.434456
  nChanged 3
		SP:Iteration 9Q (4762.590000 sec): 3 clusters
  Score: Raw -42994.322408 + Penalty 2039.909134 = -40954.413274
  nChanged 4
		SP:Iteration 10Q (4762.750000 sec): 3 clusters
  Score: Raw -43006.676125 + Penalty 2039.909134 = -40966.766991
  nChanged 2
		SP:Iteration 11Q (4762.940000 sec): 3 clusters
  Score: Raw -43012.454818 + Penalty 2039.909134 = -40972.545684
  nChanged 1
		SP:Iteration 12Q (4763.160000 sec): 3 clusters
  Score: Raw -43014.012018 + Penalty 2039.909134 = -40974.102884
  nChanged 1
		SP:Iteration 13Q (4763.290000 sec): 3 clusters
  Score: Raw -43017.789095 + Penalty 2039.909134 = -40977.879961
  nChanged 1
		SP:Iteration 14Q (4763.470000 sec): 3 clusters
  Score: Raw -43018.988598 + Penalty 2039.909134 = -40979.079464
  nChanged 0
		SP:Iteration 15F (4763.730000 sec): 3 clusters
  Score: Raw -43018.988598 + Penalty 2039.909134 = -40979.079464
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (9833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4763.830000 sec): 2 clusters
  Score: Raw -819321.276831 + Penalty 1493.943645 = -817827.333186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4764.070000 sec): 3 clusters
  Score: Raw -813806.995423 + Penalty 2987.887290 = -810819.108133
  nChanged 4202
		SP:Iteration 1F (4764.290000 sec): 3 clusters
  Score: Raw -816109.753903 + Penalty 2987.887290 = -813121.866613
  nChanged 771
		SP:Iteration 2F (4764.560000 sec): 3 clusters
  Score: Raw -816699.627793 + Penalty 2987.887290 = -813711.740503
  nChanged 791
		SP:Iteration 3F (4764.800000 sec): 3 clusters
  Score: Raw -817310.715626 + Penalty 2987.887290 = -814322.828336
  nChanged 751
		SP:Iteration 4F (4765.060000 sec): 3 clusters
  Score: Raw -817903.907806 + Penalty 2987.887290 = -814916.020516
  nChanged 699
		SP:Iteration 5F (4765.300000 sec): 3 clusters
  Score: Raw -818415.707761 + Penalty 2987.887290 = -815427.820471
  nChanged 546
		SP:Iteration 6F (4765.530000 sec): 3 clusters
  Score: Raw -818732.622817 + Penalty 2987.887290 = -815744.735527
  nChanged 389
		SP:Iteration 7Q (4765.770000 sec): 3 clusters
  Score: Raw -818915.519700 + Penalty 2987.887290 = -815927.632410
  nChanged 272
		SP:Iteration 8Q (4766.030000 sec): 3 clusters
  Score: Raw -819009.156116 + Penalty 2987.887290 = -816021.268826
  nChanged 186
		SP:Iteration 9Q (4766.210000 sec): 3 clusters
  Score: Raw -819066.380600 + Penalty 2987.887290 = -816078.493310
  nChanged 154
		SP:Iteration 10Q (4766.440000 sec): 3 clusters
  Score: Raw -819115.131767 + Penalty 2987.887290 = -816127.244476
  nChanged 139
		SP:Iteration 11Q (4766.680000 sec): 3 clusters
  Score: Raw -819161.452276 + Penalty 2987.887290 = -816173.564986
  nChanged 127
		SP:Iteration 12Q (4766.870000 sec): 3 clusters
  Score: Raw -819192.082248 + Penalty 2987.887290 = -816204.194958
  nChanged 88
		SP:Iteration 13Q (4767.130000 sec): 3 clusters
  Score: Raw -819210.453738 + Penalty 2987.887290 = -816222.566448
  nChanged 74
		SP:Iteration 14Q (4767.370000 sec): 3 clusters
  Score: Raw -819225.101892 + Penalty 2987.887290 = -816237.214601
  nChanged 67
		SP:Iteration 15Q (4767.570000 sec): 3 clusters
  Score: Raw -819239.416520 + Penalty 2987.887290 = -816251.529229
  nChanged 69
		SP:Iteration 16Q (4767.790000 sec): 3 clusters
  Score: Raw -819255.575457 + Penalty 2987.887290 = -816267.688167
  nChanged 66
		SP:Iteration 17Q (4768.020000 sec): 3 clusters
  Score: Raw -819272.163786 + Penalty 2987.887290 = -816284.276496
  nChanged 68
		SP:Iteration 18Q (4768.260000 sec): 3 clusters
  Score: Raw -819287.788944 + Penalty 2987.887290 = -816299.901654
  nChanged 68
		SP:Iteration 19Q (4768.550000 sec): 3 clusters
  Score: Raw -819304.269562 + Penalty 2987.887290 = -816316.382272
  nChanged 66
		SP:Iteration 20F (4768.760000 sec): 3 clusters
  Score: Raw -819321.799086 + Penalty 2987.887290 = -816333.911796
  nChanged 75
		SP:Iteration 21Q (4769.030000 sec): 3 clusters
  Score: Raw -819346.083271 + Penalty 2987.887290 = -816358.195980
  nChanged 92
		SP:Iteration 22Q (4769.230000 sec): 3 clusters
  Score: Raw -819374.655072 + Penalty 2987.887290 = -816386.767782
  nChanged 99
		SP:Iteration 23Q (4769.450000 sec): 3 clusters
  Score: Raw -819408.190715 + Penalty 2987.887290 = -816420.303425
  nChanged 89
		SP:Iteration 24Q (4769.670000 sec): 3 clusters
  Score: Raw -819443.731231 + Penalty 2987.887290 = -816455.843940
  nChanged 112
		SP:Iteration 25Q (4769.900000 sec): 3 clusters
  Score: Raw -819487.270487 + Penalty 2987.887290 = -816499.383196
  nChanged 111
		SP:Iteration 26Q (4770.150000 sec): 3 clusters
  Score: Raw -819523.089603 + Penalty 2987.887290 = -816535.202313
  nChanged 101
		SP:Iteration 27Q (4770.400000 sec): 3 clusters
  Score: Raw -819553.149085 + Penalty 2987.887290 = -816565.261795
  nChanged 106
		SP:Iteration 28Q (4770.640000 sec): 3 clusters
  Score: Raw -819583.511657 + Penalty 2987.887290 = -816595.624366
  nChanged 115
		SP:Iteration 29Q (4770.860000 sec): 3 clusters
  Score: Raw -819624.116874 + Penalty 2987.887290 = -816636.229584
  nChanged 129
		SP:Iteration 30Q (4771.100000 sec): 3 clusters
  Score: Raw -819664.677870 + Penalty 2987.887290 = -816676.790580
  nChanged 120
		SP:Iteration 31Q (4771.320000 sec): 3 clusters
  Score: Raw -819701.458215 + Penalty 2987.887290 = -816713.570925
  nChanged 140
		SP:Iteration 32Q (4771.510000 sec): 3 clusters
  Score: Raw -819741.795371 + Penalty 2987.887290 = -816753.908081
  nChanged 111
		SP:Iteration 33Q (4771.730000 sec): 3 clusters
  Score: Raw -819770.780848 + Penalty 2987.887290 = -816782.893557
  nChanged 105
		SP:Iteration 34Q (4771.940000 sec): 3 clusters
  Score: Raw -819797.472348 + Penalty 2987.887290 = -816809.585057
  nChanged 79
		SP:Iteration 35Q (4772.190000 sec): 3 clusters
  Score: Raw -819817.446736 + Penalty 2987.887290 = -816829.559446
  nChanged 70
		SP:Iteration 36Q (4772.450000 sec): 3 clusters
  Score: Raw -819834.821252 + Penalty 2987.887290 = -816846.933962
  nChanged 57
		SP:Iteration 37Q (4772.720000 sec): 3 clusters
  Score: Raw -819847.493332 + Penalty 2987.887290 = -816859.606042
  nChanged 62
		SP:Iteration 38Q (4772.930000 sec): 3 clusters
  Score: Raw -819861.513243 + Penalty 2987.887290 = -816873.625953
  nChanged 48
		SP:Iteration 39Q (4773.170000 sec): 3 clusters
  Score: Raw -819873.187761 + Penalty 2987.887290 = -816885.300470
  nChanged 50
		SP:Iteration 40F (4773.410000 sec): 3 clusters
  Score: Raw -819884.917656 + Penalty 2987.887290 = -816897.030366
  nChanged 60
		SP:Iteration 41Q (4773.640000 sec): 3 clusters
  Score: Raw -819897.037320 + Penalty 2987.887290 = -816909.150030
  nChanged 47
		SP:Iteration 42Q (4773.870000 sec): 3 clusters
  Score: Raw -819906.830330 + Penalty 2987.887290 = -816918.943039
  nChanged 40
		SP:Iteration 43Q (4774.090000 sec): 3 clusters
  Score: Raw -819914.640780 + Penalty 2987.887290 = -816926.753490
  nChanged 33
		SP:Iteration 44Q (4774.320000 sec): 3 clusters
  Score: Raw -819921.569076 + Penalty 2987.887290 = -816933.681786
  nChanged 40
		SP:Iteration 45Q (4774.560000 sec): 3 clusters
  Score: Raw -819929.302249 + Penalty 2987.887290 = -816941.414959
  nChanged 36
		SP:Iteration 46Q (4774.800000 sec): 3 clusters
  Score: Raw -819936.664908 + Penalty 2987.887290 = -816948.777618
  nChanged 33
		SP:Iteration 47Q (4775.010000 sec): 3 clusters
  Score: Raw -819943.051006 + Penalty 2987.887290 = -816955.163715
  nChanged 33
		SP:Iteration 48Q (4775.280000 sec): 3 clusters
  Score: Raw -819950.532151 + Penalty 2987.887290 = -816962.644861
  nChanged 43
		SP:Iteration 49Q (4775.510000 sec): 3 clusters
  Score: Raw -819961.988125 + Penalty 2987.887290 = -816974.100835
  nChanged 48
		SP:Iteration 50Q (4775.770000 sec): 3 clusters
  Score: Raw -819974.328686 + Penalty 2987.887290 = -816986.441396
  nChanged 60
		SP:Iteration 51Q (4776.030000 sec): 3 clusters
  Score: Raw -819990.010551 + Penalty 2987.887290 = -817002.123260
  nChanged 60
		SP:Iteration 52Q (4776.310000 sec): 3 clusters
  Score: Raw -820006.269730 + Penalty 2987.887290 = -817018.382440
  nChanged 56
		SP:Iteration 53Q (4776.510000 sec): 3 clusters
  Score: Raw -820023.234788 + Penalty 2987.887290 = -817035.347497
  nChanged 56
		SP:Iteration 54Q (4776.740000 sec): 3 clusters
  Score: Raw -820039.784563 + Penalty 2987.887290 = -817051.897273
  nChanged 53
		SP:Iteration 55Q (4776.970000 sec): 3 clusters
  Score: Raw -820055.732687 + Penalty 2987.887290 = -817067.845397
  nChanged 48
		SP:Iteration 56Q (4777.210000 sec): 3 clusters
  Score: Raw -820070.414284 + Penalty 2987.887290 = -817082.526993
  nChanged 51
		SP:Iteration 57Q (4777.390000 sec): 3 clusters
  Score: Raw -820087.841331 + Penalty 2987.887290 = -817099.954041
  nChanged 52
		SP:Iteration 58Q (4777.640000 sec): 3 clusters
  Score: Raw -820106.004732 + Penalty 2987.887290 = -817118.117442
  nChanged 51
		SP:Iteration 59Q (4777.850000 sec): 3 clusters
  Score: Raw -820121.408197 + Penalty 2987.887290 = -817133.520907
  nChanged 45
		SP:Iteration 60F (4778.090000 sec): 3 clusters
  Score: Raw -820133.849735 + Penalty 2987.887290 = -817145.962445
  nChanged 47
		SP:Iteration 61Q (4778.290000 sec): 3 clusters
  Score: Raw -820147.256601 + Penalty 2987.887290 = -817159.369311
  nChanged 45
		SP:Iteration 62Q (4778.520000 sec): 3 clusters
  Score: Raw -820158.523156 + Penalty 2987.887290 = -817170.635866
  nChanged 43
		SP:Iteration 63Q (4778.750000 sec): 3 clusters
  Score: Raw -820168.791978 + Penalty 2987.887290 = -817180.904688
  nChanged 35
		SP:Iteration 64Q (4778.910000 sec): 3 clusters
  Score: Raw -820177.262489 + Penalty 2987.887290 = -817189.375199
  nChanged 21
		SP:Iteration 65Q (4779.130000 sec): 3 clusters
  Score: Raw -820181.335995 + Penalty 2987.887290 = -817193.448704
  nChanged 25
		SP:Iteration 66Q (4779.290000 sec): 3 clusters
  Score: Raw -820186.266180 + Penalty 2987.887290 = -817198.378889
  nChanged 24
		SP:Iteration 67Q (4779.480000 sec): 3 clusters
  Score: Raw -820191.872589 + Penalty 2987.887290 = -817203.985298
  nChanged 29
		SP:Iteration 68Q (4779.690000 sec): 3 clusters
  Score: Raw -820199.036214 + Penalty 2987.887290 = -817211.148924
  nChanged 30
		SP:Iteration 69Q (4779.930000 sec): 3 clusters
  Score: Raw -820207.249722 + Penalty 2987.887290 = -817219.362432
  nChanged 26
		SP:Iteration 70Q (4780.170000 sec): 3 clusters
  Score: Raw -820215.054918 + Penalty 2987.887290 = -817227.167628
  nChanged 33
		SP:Iteration 71Q (4780.350000 sec): 3 clusters
  Score: Raw -820226.113761 + Penalty 2987.887290 = -817238.226471
  nChanged 45
		SP:Iteration 72Q (4780.580000 sec): 3 clusters
  Score: Raw -820239.949170 + Penalty 2987.887290 = -817252.061880
  nChanged 39
		SP:Iteration 73Q (4780.770000 sec): 3 clusters
  Score: Raw -820251.376976 + Penalty 2987.887290 = -817263.489685
  nChanged 36
		SP:Iteration 74Q (4781.000000 sec): 3 clusters
  Score: Raw -820261.644130 + Penalty 2987.887290 = -817273.756840
  nChanged 30
		SP:Iteration 75Q (4781.190000 sec): 3 clusters
  Score: Raw -820271.609295 + Penalty 2987.887290 = -817283.722004
  nChanged 30
		SP:Iteration 76Q (4781.430000 sec): 3 clusters
  Score: Raw -820280.118884 + Penalty 2987.887290 = -817292.231594
  nChanged 29
		SP:Iteration 77Q (4781.600000 sec): 3 clusters
  Score: Raw -820288.162287 + Penalty 2987.887290 = -817300.274997
  nChanged 29
		SP:Iteration 78Q (4781.790000 sec): 3 clusters
  Score: Raw -820297.061715 + Penalty 2987.887290 = -817309.174425
  nChanged 25
		SP:Iteration 79Q (4782.010000 sec): 3 clusters
  Score: Raw -820305.124488 + Penalty 2987.887290 = -817317.237198
  nChanged 34
		SP:Iteration 80F (4782.210000 sec): 3 clusters
  Score: Raw -820317.797472 + Penalty 2987.887290 = -817329.910182
  nChanged 38
		SP:Iteration 81Q (4782.420000 sec): 3 clusters
  Score: Raw -820334.801160 + Penalty 2987.887290 = -817346.913870
  nChanged 38
		SP:Iteration 82Q (4782.680000 sec): 3 clusters
  Score: Raw -820350.354260 + Penalty 2987.887290 = -817362.466969
  nChanged 40
		SP:Iteration 83Q (4782.860000 sec): 3 clusters
  Score: Raw -820371.944319 + Penalty 2987.887290 = -817384.057028
  nChanged 50
		SP:Iteration 84Q (4783.110000 sec): 3 clusters
  Score: Raw -820392.718213 + Penalty 2987.887290 = -817404.830923
  nChanged 34
		SP:Iteration 85Q (4783.340000 sec): 3 clusters
  Score: Raw -820406.103691 + Penalty 2987.887290 = -817418.216401
  nChanged 31
		SP:Iteration 86Q (4783.570000 sec): 3 clusters
  Score: Raw -820420.025455 + Penalty 2987.887290 = -817432.138165
  nChanged 35
		SP:Iteration 87Q (4783.790000 sec): 3 clusters
  Score: Raw -820433.122305 + Penalty 2987.887290 = -817445.235015
  nChanged 29
		SP:Iteration 88Q (4783.970000 sec): 3 clusters
  Score: Raw -820443.326621 + Penalty 2987.887290 = -817455.439330
  nChanged 21
		SP:Iteration 89Q (4784.210000 sec): 3 clusters
  Score: Raw -820449.546678 + Penalty 2987.887290 = -817461.659388
  nChanged 20
		SP:Iteration 90Q (4784.450000 sec): 3 clusters
  Score: Raw -820455.381366 + Penalty 2987.887290 = -817467.494075
  nChanged 17
		SP:Iteration 91Q (4784.670000 sec): 3 clusters
  Score: Raw -820459.505078 + Penalty 2987.887290 = -817471.617787
  nChanged 8
		SP:Iteration 92Q (4784.950000 sec): 3 clusters
  Score: Raw -820461.420292 + Penalty 2987.887290 = -817473.533001
  nChanged 4
		SP:Iteration 93Q (4785.140000 sec): 3 clusters
  Score: Raw -820462.257909 + Penalty 2987.887290 = -817474.370619
  nChanged 5
		SP:Iteration 94Q (4785.410000 sec): 3 clusters
  Score: Raw -820463.545753 + Penalty 2987.887290 = -817475.658463
  nChanged 4
		SP:Iteration 95Q (4785.650000 sec): 3 clusters
  Score: Raw -820464.650274 + Penalty 2987.887290 = -817476.762984
  nChanged 4
		SP:Iteration 96Q (4785.870000 sec): 3 clusters
  Score: Raw -820465.651760 + Penalty 2987.887290 = -817477.764470
  nChanged 4
		SP:Iteration 97Q (4786.070000 sec): 3 clusters
  Score: Raw -820466.771952 + Penalty 2987.887290 = -817478.884661
  nChanged 8
		SP:Iteration 98Q (4786.320000 sec): 3 clusters
  Score: Raw -820469.662671 + Penalty 2987.887290 = -817481.775381
  nChanged 7
		SP:Iteration 99Q (4786.570000 sec): 3 clusters
  Score: Raw -820471.419765 + Penalty 2987.887290 = -817483.532474
  nChanged 5
		SP:Iteration 100F (4786.810000 sec): 3 clusters
  Score: Raw -820472.508772 + Penalty 2987.887290 = -817484.621481
  nChanged 2
		SP:Iteration 101Q (4787.020000 sec): 3 clusters
  Score: Raw -820472.901219 + Penalty 2987.887290 = -817485.013929
  nChanged 0
		SP:Iteration 102F (4787.270000 sec): 3 clusters
  Score: Raw -820472.901219 + Penalty 2987.887290 = -817485.013929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (3387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4787.380000 sec): 2 clusters
  Score: Raw -276523.037430 + Penalty 1320.751226 = -275202.286204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4787.570000 sec): 3 clusters
  Score: Raw -274846.589576 + Penalty 2641.502452 = -272205.087124
  nChanged 1314
		SP:Iteration 1F (4787.770000 sec): 3 clusters
  Score: Raw -275696.191072 + Penalty 2641.502452 = -273054.688620
  nChanged 344
		SP:Iteration 2F (4788.000000 sec): 3 clusters
  Score: Raw -276372.338730 + Penalty 2641.502452 = -273730.836278
  nChanged 379
		SP:Iteration 3F (4788.170000 sec): 3 clusters
  Score: Raw -277357.275891 + Penalty 2641.502452 = -274715.773439
  nChanged 402
		SP:Iteration 4F (4788.370000 sec): 3 clusters
  Score: Raw -278129.994436 + Penalty 2641.502452 = -275488.491984
  nChanged 282
		SP:Iteration 5F (4788.590000 sec): 3 clusters
  Score: Raw -278551.815827 + Penalty 2641.502452 = -275910.313375
  nChanged 161
		SP:Iteration 6Q (4788.730000 sec): 3 clusters
  Score: Raw -278801.255303 + Penalty 2641.502452 = -276159.752851
  nChanged 91
		SP:Iteration 7Q (4788.930000 sec): 3 clusters
  Score: Raw -278954.688923 + Penalty 2641.502452 = -276313.186471
  nChanged 66
		SP:Iteration 8Q (4789.090000 sec): 3 clusters
  Score: Raw -279093.180467 + Penalty 2641.502452 = -276451.678015
  nChanged 42
		SP:Iteration 9Q (4789.270000 sec): 3 clusters
  Score: Raw -279183.448168 + Penalty 2641.502452 = -276541.945716
  nChanged 24
		SP:Iteration 10Q (4789.470000 sec): 3 clusters
  Score: Raw -279236.002517 + Penalty 2641.502452 = -276594.500065
  nChanged 16
		SP:Iteration 11Q (4789.640000 sec): 3 clusters
  Score: Raw -279251.006390 + Penalty 2641.502452 = -276609.503938
  nChanged 7
		SP:Iteration 12Q (4789.840000 sec): 3 clusters
  Score: Raw -279263.227409 + Penalty 2641.502452 = -276621.724957
  nChanged 5
		SP:Iteration 13Q (4790.070000 sec): 3 clusters
  Score: Raw -279267.802839 + Penalty 2641.502452 = -276626.300387
  nChanged 1
		SP:Iteration 14Q (4790.280000 sec): 3 clusters
  Score: Raw -279268.373914 + Penalty 2641.502452 = -276626.871462
  nChanged 0
		SP:Iteration 15F (4790.430000 sec): 3 clusters
  Score: Raw -279268.373914 + Penalty 2641.502452 = -276626.871462
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (8360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4790.560000 sec): 2 clusters
  Score: Raw -647574.603043 + Penalty 1467.572227 = -646107.030816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4790.800000 sec): 3 clusters
  Score: Raw -642975.616509 + Penalty 2935.144454 = -640040.472054
  nChanged 3530
		SP:Iteration 1F (4791.020000 sec): 3 clusters
  Score: Raw -645148.604240 + Penalty 2935.144454 = -642213.459786
  nChanged 665
		SP:Iteration 2F (4791.240000 sec): 3 clusters
  Score: Raw -645705.873650 + Penalty 2935.144454 = -642770.729195
  nChanged 665
		SP:Iteration 3F (4791.510000 sec): 3 clusters
  Score: Raw -646310.161477 + Penalty 2935.144454 = -643375.017022
  nChanged 630
		SP:Iteration 4F (4791.690000 sec): 3 clusters
  Score: Raw -646912.381812 + Penalty 2935.144454 = -643977.237357
  nChanged 532
		SP:Iteration 5F (4791.910000 sec): 3 clusters
  Score: Raw -647383.161463 + Penalty 2935.144454 = -644448.017008
  nChanged 446
		SP:Iteration 6F (4792.160000 sec): 3 clusters
  Score: Raw -647756.799693 + Penalty 2935.144454 = -644821.655239
  nChanged 360
		SP:Iteration 7Q (4792.390000 sec): 3 clusters
  Score: Raw -648032.312545 + Penalty 2935.144454 = -645097.168091
  nChanged 318
		SP:Iteration 8Q (4792.620000 sec): 3 clusters
  Score: Raw -648292.283844 + Penalty 2935.144454 = -645357.139389
  nChanged 269
		SP:Iteration 9Q (4792.840000 sec): 3 clusters
  Score: Raw -648516.391188 + Penalty 2935.144454 = -645581.246734
  nChanged 222
		SP:Iteration 10Q (4793.090000 sec): 3 clusters
  Score: Raw -648699.375765 + Penalty 2935.144454 = -645764.231311
  nChanged 204
		SP:Iteration 11Q (4793.300000 sec): 3 clusters
  Score: Raw -648863.142956 + Penalty 2935.144454 = -645927.998502
  nChanged 195
		SP:Iteration 12Q (4793.530000 sec): 3 clusters
  Score: Raw -649041.773915 + Penalty 2935.144454 = -646106.629460
  nChanged 180
		SP:Iteration 13Q (4793.710000 sec): 3 clusters
  Score: Raw -649172.554321 + Penalty 2935.144454 = -646237.409867
  nChanged 131
		SP:Iteration 14Q (4793.970000 sec): 3 clusters
  Score: Raw -649250.130498 + Penalty 2935.144454 = -646314.986043
  nChanged 94
		SP:Iteration 15Q (4794.170000 sec): 3 clusters
  Score: Raw -649287.652144 + Penalty 2935.144454 = -646352.507689
  nChanged 62
		SP:Iteration 16Q (4794.410000 sec): 3 clusters
  Score: Raw -649307.863044 + Penalty 2935.144454 = -646372.718590
  nChanged 51
		SP:Iteration 17Q (4794.620000 sec): 3 clusters
  Score: Raw -649324.938934 + Penalty 2935.144454 = -646389.794479
  nChanged 38
		SP:Iteration 18Q (4794.850000 sec): 3 clusters
  Score: Raw -649334.889041 + Penalty 2935.144454 = -646399.744586
  nChanged 26
		SP:Iteration 19Q (4795.100000 sec): 3 clusters
  Score: Raw -649339.882454 + Penalty 2935.144454 = -646404.738000
  nChanged 22
		SP:Iteration 20F (4795.290000 sec): 3 clusters
  Score: Raw -649344.349873 + Penalty 2935.144454 = -646409.205418
  nChanged 18
		SP:Iteration 21Q (4795.490000 sec): 3 clusters
  Score: Raw -649348.032491 + Penalty 2935.144454 = -646412.888036
  nChanged 16
		SP:Iteration 22Q (4795.710000 sec): 3 clusters
  Score: Raw -649350.320806 + Penalty 2935.144454 = -646415.176351
  nChanged 6
		SP:Iteration 23Q (4795.940000 sec): 3 clusters
  Score: Raw -649351.172866 + Penalty 2935.144454 = -646416.028411
  nChanged 6
		SP:Iteration 24Q (4796.160000 sec): 3 clusters
  Score: Raw -649351.806793 + Penalty 2935.144454 = -646416.662339
  nChanged 1
		SP:Iteration 25Q (4796.370000 sec): 3 clusters
  Score: Raw -649351.850876 + Penalty 2935.144454 = -646416.706422
  nChanged 1
		SP:Iteration 26Q (4796.550000 sec): 3 clusters
  Score: Raw -649351.906700 + Penalty 2935.144454 = -646416.762245
  nChanged 1
		SP:Iteration 27Q (4796.770000 sec): 3 clusters
  Score: Raw -649352.076067 + Penalty 2935.144454 = -646416.931613
  nChanged 1
		SP:Iteration 28Q (4796.950000 sec): 3 clusters
  Score: Raw -649352.142915 + Penalty 2935.144454 = -646416.998461
  nChanged 0
		SP:Iteration 29F (4797.150000 sec): 3 clusters
  Score: Raw -649352.142915 + Penalty 2935.144454 = -646416.998461
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4797.290000 sec): 2 clusters
  Score: Raw -116273.732771 + Penalty 1206.717469 = -115067.015302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4797.470000 sec): 3 clusters
  Score: Raw -115620.754559 + Penalty 2413.434939 = -113207.319620
  nChanged 581
		SP:Iteration 1F (4797.650000 sec): 3 clusters
  Score: Raw -116101.706260 + Penalty 2413.434939 = -113688.271322
  nChanged 150
		SP:Iteration 2F (4797.840000 sec): 3 clusters
  Score: Raw -116287.128306 + Penalty 2413.434939 = -113873.693367
  nChanged 116
		SP:Iteration 3F (4798.010000 sec): 3 clusters
  Score: Raw -116409.196719 + Penalty 2413.434939 = -113995.761780
  nChanged 113
		SP:Iteration 4F (4798.170000 sec): 3 clusters
  Score: Raw -116547.416576 + Penalty 2413.434939 = -114133.981637
  nChanged 97
		SP:Iteration 5F (4798.360000 sec): 3 clusters
  Score: Raw -116698.805681 + Penalty 2413.434939 = -114285.370742
  nChanged 83
		SP:Iteration 6Q (4798.560000 sec): 3 clusters
  Score: Raw -116816.179766 + Penalty 2413.434939 = -114402.744827
  nChanged 64
		SP:Iteration 7Q (4798.710000 sec): 3 clusters
  Score: Raw -116898.597353 + Penalty 2413.434939 = -114485.162414
  nChanged 51
		SP:Iteration 8Q (4798.910000 sec): 3 clusters
  Score: Raw -116964.002766 + Penalty 2413.434939 = -114550.567828
  nChanged 36
		SP:Iteration 9Q (4799.110000 sec): 3 clusters
  Score: Raw -117012.380533 + Penalty 2413.434939 = -114598.945595
  nChanged 23
		SP:Iteration 10Q (4799.350000 sec): 3 clusters
  Score: Raw -117035.227356 + Penalty 2413.434939 = -114621.792417
  nChanged 14
		SP:Iteration 11Q (4799.530000 sec): 3 clusters
  Score: Raw -117047.045733 + Penalty 2413.434939 = -114633.610794
  nChanged 11
		SP:Iteration 12Q (4799.710000 sec): 3 clusters
  Score: Raw -117054.190653 + Penalty 2413.434939 = -114640.755714
  nChanged 9
		SP:Iteration 13Q (4799.910000 sec): 3 clusters
  Score: Raw -117060.960652 + Penalty 2413.434939 = -114647.525714
  nChanged 12
		SP:Iteration 14Q (4800.110000 sec): 3 clusters
  Score: Raw -117067.302697 + Penalty 2413.434939 = -114653.867758
  nChanged 7
		SP:Iteration 15Q (4800.320000 sec): 3 clusters
  Score: Raw -117071.700996 + Penalty 2413.434939 = -114658.266057
  nChanged 5
		SP:Iteration 16Q (4800.500000 sec): 3 clusters
  Score: Raw -117074.961748 + Penalty 2413.434939 = -114661.526810
  nChanged 5
		SP:Iteration 17Q (4800.730000 sec): 3 clusters
  Score: Raw -117077.991979 + Penalty 2413.434939 = -114664.557040
  nChanged 2
		SP:Iteration 18Q (4800.880000 sec): 3 clusters
  Score: Raw -117078.800431 + Penalty 2413.434939 = -114665.365493
  nChanged 1
		SP:Iteration 19Q (4801.060000 sec): 3 clusters
  Score: Raw -117079.421398 + Penalty 2413.434939 = -114665.986459
  nChanged 4
		SP:Iteration 20F (4801.250000 sec): 3 clusters
  Score: Raw -117084.398468 + Penalty 2413.434939 = -114670.963529
  nChanged 5
		SP:Iteration 21Q (4801.430000 sec): 3 clusters
  Score: Raw -117093.540515 + Penalty 2413.434939 = -114680.105576
  nChanged 11
		SP:Iteration 22Q (4801.610000 sec): 3 clusters
  Score: Raw -117100.153725 + Penalty 2413.434939 = -114686.718787
  nChanged 3
		SP:Iteration 23Q (4801.840000 sec): 3 clusters
  Score: Raw -117101.320308 + Penalty 2413.434939 = -114687.885369
  nChanged 0
		SP:Iteration 24F (4802.070000 sec): 3 clusters
  Score: Raw -117101.320308 + Penalty 2413.434939 = -114687.885369
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4802.120000 sec): 2 clusters
  Score: Raw -223057.791902 + Penalty 1283.672727 = -221774.119175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4802.290000 sec): 3 clusters
  Score: Raw -221802.655581 + Penalty 2567.345453 = -219235.310127
  nChanged 970
		SP:Iteration 1F (4802.510000 sec): 3 clusters
  Score: Raw -222419.499711 + Penalty 2567.345453 = -219852.154258
  nChanged 228
		SP:Iteration 2F (4802.720000 sec): 3 clusters
  Score: Raw -222584.002855 + Penalty 2567.345453 = -220016.657402
  nChanged 155
		SP:Iteration 3F (4802.870000 sec): 3 clusters
  Score: Raw -222690.204480 + Penalty 2567.345453 = -220122.859026
  nChanged 108
		SP:Iteration 4Q (4803.090000 sec): 3 clusters
  Score: Raw -222753.895719 + Penalty 2567.345453 = -220186.550266
  nChanged 86
		SP:Iteration 5Q (4803.250000 sec): 3 clusters
  Score: Raw -222799.182120 + Penalty 2567.345453 = -220231.836666
  nChanged 81
		SP:Iteration 6Q (4803.430000 sec): 3 clusters
  Score: Raw -222841.873177 + Penalty 2567.345453 = -220274.527724
  nChanged 76
		SP:Iteration 7Q (4803.630000 sec): 3 clusters
  Score: Raw -222885.747572 + Penalty 2567.345453 = -220318.402119
  nChanged 79
		SP:Iteration 8Q (4803.850000 sec): 3 clusters
  Score: Raw -222935.684994 + Penalty 2567.345453 = -220368.339540
  nChanged 79
		SP:Iteration 9Q (4803.990000 sec): 3 clusters
  Score: Raw -222988.723071 + Penalty 2567.345453 = -220421.377618
  nChanged 79
		SP:Iteration 10Q (4804.170000 sec): 3 clusters
  Score: Raw -223033.009993 + Penalty 2567.345453 = -220465.664539
  nChanged 57
		SP:Iteration 11Q (4804.350000 sec): 3 clusters
  Score: Raw -223070.684429 + Penalty 2567.345453 = -220503.338976
  nChanged 53
		SP:Iteration 12Q (4804.520000 sec): 3 clusters
  Score: Raw -223101.853161 + Penalty 2567.345453 = -220534.507707
  nChanged 52
		SP:Iteration 13Q (4804.750000 sec): 3 clusters
  Score: Raw -223134.975214 + Penalty 2567.345453 = -220567.629760
  nChanged 47
		SP:Iteration 14Q (4804.940000 sec): 3 clusters
  Score: Raw -223166.188003 + Penalty 2567.345453 = -220598.842549
  nChanged 29
		SP:Iteration 15Q (4805.100000 sec): 3 clusters
  Score: Raw -223180.863077 + Penalty 2567.345453 = -220613.517624
  nChanged 19
		SP:Iteration 16Q (4805.250000 sec): 3 clusters
  Score: Raw -223192.730500 + Penalty 2567.345453 = -220625.385047
  nChanged 18
		SP:Iteration 17Q (4805.440000 sec): 3 clusters
  Score: Raw -223204.786254 + Penalty 2567.345453 = -220637.440801
  nChanged 13
		SP:Iteration 18Q (4805.630000 sec): 3 clusters
  Score: Raw -223213.413744 + Penalty 2567.345453 = -220646.068291
  nChanged 10
		SP:Iteration 19Q (4805.820000 sec): 3 clusters
  Score: Raw -223219.013593 + Penalty 2567.345453 = -220651.668140
  nChanged 14
		SP:Iteration 20F (4806.020000 sec): 3 clusters
  Score: Raw -223225.224692 + Penalty 2567.345453 = -220657.879239
  nChanged 14
		SP:Iteration 21Q (4806.200000 sec): 3 clusters
  Score: Raw -223231.337548 + Penalty 2567.345453 = -220663.992095
  nChanged 11
		SP:Iteration 22Q (4806.370000 sec): 3 clusters
  Score: Raw -223237.974131 + Penalty 2567.345453 = -220670.628678
  nChanged 11
		SP:Iteration 23Q (4806.560000 sec): 3 clusters
  Score: Raw -223243.880124 + Penalty 2567.345453 = -220676.534670
  nChanged 8
		SP:Iteration 24Q (4806.780000 sec): 3 clusters
  Score: Raw -223248.052155 + Penalty 2567.345453 = -220680.706702
  nChanged 5
		SP:Iteration 25Q (4806.960000 sec): 3 clusters
  Score: Raw -223250.749683 + Penalty 2567.345453 = -220683.404229
  nChanged 2
		SP:Iteration 26Q (4807.150000 sec): 3 clusters
  Score: Raw -223252.171792 + Penalty 2567.345453 = -220684.826338
  nChanged 2
		SP:Iteration 27Q (4807.380000 sec): 3 clusters
  Score: Raw -223253.291058 + Penalty 2567.345453 = -220685.945605
  nChanged 0
		SP:Iteration 28F (4807.620000 sec): 3 clusters
  Score: Raw -223253.291058 + Penalty 2567.345453 = -220685.945605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (7407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4807.740000 sec): 2 clusters
  Score: Raw -600117.785795 + Penalty 1447.904376 = -598669.881418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4807.940000 sec): 3 clusters
  Score: Raw -596142.461719 + Penalty 2895.808753 = -593246.652966
  nChanged 3067
		SP:Iteration 1F (4808.120000 sec): 3 clusters
  Score: Raw -597974.332244 + Penalty 2895.808753 = -595078.523491
  nChanged 605
		SP:Iteration 2F (4808.360000 sec): 3 clusters
  Score: Raw -598448.762373 + Penalty 2895.808753 = -595552.953621
  nChanged 608
		SP:Iteration 3F (4808.590000 sec): 3 clusters
  Score: Raw -598956.709142 + Penalty 2895.808753 = -596060.900389
  nChanged 500
		SP:Iteration 4F (4808.830000 sec): 3 clusters
  Score: Raw -599345.092108 + Penalty 2895.808753 = -596449.283355
  nChanged 426
		SP:Iteration 5F (4809.020000 sec): 3 clusters
  Score: Raw -599599.618154 + Penalty 2895.808753 = -596703.809401
  nChanged 303
		SP:Iteration 6Q (4809.220000 sec): 3 clusters
  Score: Raw -599754.857619 + Penalty 2895.808753 = -596859.048867
  nChanged 201
		SP:Iteration 7Q (4809.500000 sec): 3 clusters
  Score: Raw -599825.215175 + Penalty 2895.808753 = -596929.406422
  nChanged 125
		SP:Iteration 8Q (4809.690000 sec): 3 clusters
  Score: Raw -599866.112513 + Penalty 2895.808753 = -596970.303760
  nChanged 85
		SP:Iteration 9Q (4809.940000 sec): 3 clusters
  Score: Raw -599888.382363 + Penalty 2895.808753 = -596992.573610
  nChanged 63
		SP:Iteration 10Q (4810.150000 sec): 3 clusters
  Score: Raw -599901.511972 + Penalty 2895.808753 = -597005.703219
  nChanged 32
		SP:Iteration 11Q (4810.340000 sec): 3 clusters
  Score: Raw -599907.424399 + Penalty 2895.808753 = -597011.615646
  nChanged 26
		SP:Iteration 12Q (4810.550000 sec): 3 clusters
  Score: Raw -599911.587217 + Penalty 2895.808753 = -597015.778464
  nChanged 20
		SP:Iteration 13Q (4810.770000 sec): 3 clusters
  Score: Raw -599914.937135 + Penalty 2895.808753 = -597019.128382
  nChanged 19
		SP:Iteration 14Q (4810.960000 sec): 3 clusters
  Score: Raw -599917.773496 + Penalty 2895.808753 = -597021.964743
  nChanged 10
		SP:Iteration 15Q (4811.130000 sec): 3 clusters
  Score: Raw -599920.248075 + Penalty 2895.808753 = -597024.439322
  nChanged 10
		SP:Iteration 16Q (4811.340000 sec): 3 clusters
  Score: Raw -599921.884024 + Penalty 2895.808753 = -597026.075271
  nChanged 10
		SP:Iteration 17Q (4811.600000 sec): 3 clusters
  Score: Raw -599923.323724 + Penalty 2895.808753 = -597027.514971
  nChanged 5
		SP:Iteration 18Q (4811.810000 sec): 3 clusters
  Score: Raw -599924.273926 + Penalty 2895.808753 = -597028.465173
  nChanged 4
		SP:Iteration 19Q (4811.990000 sec): 3 clusters
  Score: Raw -599924.839318 + Penalty 2895.808753 = -597029.030565
  nChanged 1
		SP:Iteration 20F (4812.200000 sec): 3 clusters
  Score: Raw -599925.127034 + Penalty 2895.808753 = -597029.318281
  nChanged 6
		SP:Iteration 21Q (4812.420000 sec): 3 clusters
  Score: Raw -599926.186777 + Penalty 2895.808753 = -597030.378024
  nChanged 9
		SP:Iteration 22Q (4812.640000 sec): 3 clusters
  Score: Raw -599927.425615 + Penalty 2895.808753 = -597031.616862
  nChanged 7
		SP:Iteration 23Q (4812.840000 sec): 3 clusters
  Score: Raw -599928.477113 + Penalty 2895.808753 = -597032.668360
  nChanged 12
		SP:Iteration 24Q (4813.060000 sec): 3 clusters
  Score: Raw -599930.626891 + Penalty 2895.808753 = -597034.818138
  nChanged 8
		SP:Iteration 25Q (4813.260000 sec): 3 clusters
  Score: Raw -599932.115003 + Penalty 2895.808753 = -597036.306251
  nChanged 6
		SP:Iteration 26Q (4813.470000 sec): 3 clusters
  Score: Raw -599933.296420 + Penalty 2895.808753 = -597037.487667
  nChanged 3
		SP:Iteration 27Q (4813.710000 sec): 3 clusters
  Score: Raw -599934.355089 + Penalty 2895.808753 = -597038.546336
  nChanged 4
		SP:Iteration 28Q (4813.900000 sec): 3 clusters
  Score: Raw -599935.088553 + Penalty 2895.808753 = -597039.279800
  nChanged 2
		SP:Iteration 29Q (4814.100000 sec): 3 clusters
  Score: Raw -599935.204488 + Penalty 2895.808753 = -597039.395735
  nChanged 1
		SP:Iteration 30Q (4814.310000 sec): 3 clusters
  Score: Raw -599935.354085 + Penalty 2895.808753 = -597039.545332
  nChanged 2
		SP:Iteration 31Q (4814.570000 sec): 3 clusters
  Score: Raw -599936.209957 + Penalty 2895.808753 = -597040.401204
  nChanged 5
		SP:Iteration 32Q (4814.750000 sec): 3 clusters
  Score: Raw -599936.923194 + Penalty 2895.808753 = -597041.114441
  nChanged 5
		SP:Iteration 33Q (4814.940000 sec): 3 clusters
  Score: Raw -599937.750913 + Penalty 2895.808753 = -597041.942160
  nChanged 4
		SP:Iteration 34Q (4815.180000 sec): 3 clusters
  Score: Raw -599938.202274 + Penalty 2895.808753 = -597042.393521
  nChanged 2
		SP:Iteration 35Q (4815.430000 sec): 3 clusters
  Score: Raw -599938.495387 + Penalty 2895.808753 = -597042.686634
  nChanged 4
		SP:Iteration 36Q (4815.610000 sec): 3 clusters
  Score: Raw -599939.076635 + Penalty 2895.808753 = -597043.267882
  nChanged 3
		SP:Iteration 37Q (4815.800000 sec): 3 clusters
  Score: Raw -599939.588100 + Penalty 2895.808753 = -597043.779347
  nChanged 5
		SP:Iteration 38Q (4816.020000 sec): 3 clusters
  Score: Raw -599940.055612 + Penalty 2895.808753 = -597044.246859
  nChanged 2
		SP:Iteration 39Q (4816.300000 sec): 3 clusters
  Score: Raw -599940.278471 + Penalty 2895.808753 = -597044.469718
  nChanged 2
		SP:Iteration 40F (4816.480000 sec): 3 clusters
  Score: Raw -599940.468483 + Penalty 2895.808753 = -597044.659730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4816.620000 sec): 2 clusters
  Score: Raw -328774.485005 + Penalty 1369.359997 = -327405.125008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4816.830000 sec): 3 clusters
  Score: Raw -326412.514657 + Penalty 2738.719994 = -323673.794663
  nChanged 1850
		SP:Iteration 1F (4817.000000 sec): 3 clusters
  Score: Raw -327672.178423 + Penalty 2738.719994 = -324933.458429
  nChanged 428
		SP:Iteration 2F (4817.190000 sec): 3 clusters
  Score: Raw -328057.528637 + Penalty 2738.719994 = -325318.808643
  nChanged 348
		SP:Iteration 3F (4817.410000 sec): 3 clusters
  Score: Raw -328349.813229 + Penalty 2738.719994 = -325611.093235
  nChanged 294
		SP:Iteration 4F (4817.600000 sec): 3 clusters
  Score: Raw -328597.499528 + Penalty 2738.719994 = -325858.779534
  nChanged 214
		SP:Iteration 5Q (4817.810000 sec): 3 clusters
  Score: Raw -328740.858763 + Penalty 2738.719994 = -326002.138769
  nChanged 164
		SP:Iteration 6Q (4818.010000 sec): 3 clusters
  Score: Raw -328835.045260 + Penalty 2738.719994 = -326096.325266
  nChanged 130
		SP:Iteration 7Q (4818.140000 sec): 3 clusters
  Score: Raw -328891.770685 + Penalty 2738.719994 = -326153.050691
  nChanged 84
		SP:Iteration 8Q (4818.380000 sec): 3 clusters
  Score: Raw -328920.117176 + Penalty 2738.719994 = -326181.397182
  nChanged 64
		SP:Iteration 9Q (4818.600000 sec): 3 clusters
  Score: Raw -328944.761843 + Penalty 2738.719994 = -326206.041848
  nChanged 56
		SP:Iteration 10Q (4818.820000 sec): 3 clusters
  Score: Raw -328965.974362 + Penalty 2738.719994 = -326227.254368
  nChanged 52
		SP:Iteration 11Q (4819.010000 sec): 3 clusters
  Score: Raw -328982.247211 + Penalty 2738.719994 = -326243.527217
  nChanged 33
		SP:Iteration 12Q (4819.240000 sec): 3 clusters
  Score: Raw -328990.418526 + Penalty 2738.719994 = -326251.698532
  nChanged 27
		SP:Iteration 13Q (4819.430000 sec): 3 clusters
  Score: Raw -328998.261359 + Penalty 2738.719994 = -326259.541365
  nChanged 26
		SP:Iteration 14Q (4819.650000 sec): 3 clusters
  Score: Raw -329003.449942 + Penalty 2738.719994 = -326264.729948
  nChanged 24
		SP:Iteration 15Q (4819.830000 sec): 3 clusters
  Score: Raw -329009.403079 + Penalty 2738.719994 = -326270.683085
  nChanged 22
		SP:Iteration 16Q (4820.090000 sec): 3 clusters
  Score: Raw -329015.598074 + Penalty 2738.719994 = -326276.878080
  nChanged 28
		SP:Iteration 17Q (4820.280000 sec): 3 clusters
  Score: Raw -329021.809477 + Penalty 2738.719994 = -326283.089483
  nChanged 18
		SP:Iteration 18Q (4820.520000 sec): 3 clusters
  Score: Raw -329025.193749 + Penalty 2738.719994 = -326286.473755
  nChanged 13
		SP:Iteration 19Q (4820.690000 sec): 3 clusters
  Score: Raw -329028.072884 + Penalty 2738.719994 = -326289.352890
  nChanged 7
		SP:Iteration 20F (4820.960000 sec): 3 clusters
  Score: Raw -329029.623768 + Penalty 2738.719994 = -326290.903774
  nChanged 7
		SP:Iteration 21Q (4821.100000 sec): 3 clusters
  Score: Raw -329032.000658 + Penalty 2738.719994 = -326293.280664
  nChanged 8
		SP:Iteration 22Q (4821.330000 sec): 3 clusters
  Score: Raw -329034.086597 + Penalty 2738.719994 = -326295.366603
  nChanged 9
		SP:Iteration 23Q (4821.540000 sec): 3 clusters
  Score: Raw -329036.084107 + Penalty 2738.719994 = -326297.364113
  nChanged 6
		SP:Iteration 24Q (4821.760000 sec): 3 clusters
  Score: Raw -329037.042352 + Penalty 2738.719994 = -326298.322358
  nChanged 7
		SP:Iteration 25Q (4821.970000 sec): 3 clusters
  Score: Raw -329038.356387 + Penalty 2738.719994 = -326299.636393
  nChanged 8
		SP:Iteration 26Q (4822.160000 sec): 3 clusters
  Score: Raw -329039.374477 + Penalty 2738.719994 = -326300.654483
  nChanged 1
		SP:Iteration 27Q (4822.360000 sec): 3 clusters
  Score: Raw -329039.484876 + Penalty 2738.719994 = -326300.764882
  nChanged 1
		SP:Iteration 28Q (4822.570000 sec): 3 clusters
  Score: Raw -329039.584142 + Penalty 2738.719994 = -326300.864148
  nChanged 2
		SP:Iteration 29Q (4822.740000 sec): 3 clusters
  Score: Raw -329039.787688 + Penalty 2738.719994 = -326301.067694
  nChanged 0
		SP:Iteration 30F (4822.960000 sec): 3 clusters
  Score: Raw -329039.787688 + Penalty 2738.719994 = -326301.067694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4823.060000 sec): 2 clusters
  Score: Raw -270737.449561 + Penalty 1316.226910 = -269421.222651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4823.230000 sec): 3 clusters
  Score: Raw -269172.243628 + Penalty 2632.453821 = -266539.789807
  nChanged 1272
		SP:Iteration 1F (4823.440000 sec): 3 clusters
  Score: Raw -269994.630843 + Penalty 2632.453821 = -267362.177022
  nChanged 346
		SP:Iteration 2F (4823.670000 sec): 3 clusters
  Score: Raw -270328.009131 + Penalty 2632.453821 = -267695.555310
  nChanged 266
		SP:Iteration 3F (4823.870000 sec): 3 clusters
  Score: Raw -270618.677722 + Penalty 2632.453821 = -267986.223901
  nChanged 234
		SP:Iteration 4F (4824.030000 sec): 3 clusters
  Score: Raw -270829.827938 + Penalty 2632.453821 = -268197.374117
  nChanged 190
		SP:Iteration 5F (4824.250000 sec): 3 clusters
  Score: Raw -270996.700212 + Penalty 2632.453821 = -268364.246391
  nChanged 150
		SP:Iteration 6Q (4824.440000 sec): 3 clusters
  Score: Raw -271114.817955 + Penalty 2632.453821 = -268482.364134
  nChanged 101
		SP:Iteration 7Q (4824.590000 sec): 3 clusters
  Score: Raw -271191.249977 + Penalty 2632.453821 = -268558.796156
  nChanged 80
		SP:Iteration 8Q (4824.760000 sec): 3 clusters
  Score: Raw -271240.794228 + Penalty 2632.453821 = -268608.340407
  nChanged 46
		SP:Iteration 9Q (4824.940000 sec): 3 clusters
  Score: Raw -271264.662388 + Penalty 2632.453821 = -268632.208567
  nChanged 49
		SP:Iteration 10Q (4825.120000 sec): 3 clusters
  Score: Raw -271288.812094 + Penalty 2632.453821 = -268656.358273
  nChanged 31
		SP:Iteration 11Q (4825.220000 sec): 3 clusters
  Score: Raw -271304.833172 + Penalty 2632.453821 = -268672.379351
  nChanged 23
		SP:Iteration 12Q (4825.370000 sec): 3 clusters
  Score: Raw -271314.290720 + Penalty 2632.453821 = -268681.836899
  nChanged 19
		SP:Iteration 13Q (4825.560000 sec): 3 clusters
  Score: Raw -271321.206401 + Penalty 2632.453821 = -268688.752580
  nChanged 9
		SP:Iteration 14Q (4825.720000 sec): 3 clusters
  Score: Raw -271324.288934 + Penalty 2632.453821 = -268691.835113
  nChanged 2
		SP:Iteration 15Q (4825.880000 sec): 3 clusters
  Score: Raw -271324.577180 + Penalty 2632.453821 = -268692.123359
  nChanged 2
		SP:Iteration 16Q (4826.020000 sec): 3 clusters
  Score: Raw -271325.142889 + Penalty 2632.453821 = -268692.689068
  nChanged 0
		SP:Iteration 17F (4826.160000 sec): 3 clusters
  Score: Raw -271325.142889 + Penalty 2632.453821 = -268692.689068
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4826.240000 sec): 2 clusters
  Score: Raw -54939.605104 + Penalty 1120.877053 = -53818.728051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4826.340000 sec): 3 clusters
  Score: Raw -54712.923116 + Penalty 2241.754107 = -52471.169010
  nChanged 310
		SP:Iteration 1F (4826.500000 sec): 3 clusters
  Score: Raw -55144.446800 + Penalty 2241.754107 = -52902.692693
  nChanged 107
		SP:Iteration 2F (4826.670000 sec): 3 clusters
  Score: Raw -55387.381061 + Penalty 2241.754107 = -53145.626955
  nChanged 71
		SP:Iteration 3F (4826.800000 sec): 3 clusters
  Score: Raw -55522.039840 + Penalty 2241.754107 = -53280.285733
  nChanged 44
		SP:Iteration 4Q (4826.980000 sec): 3 clusters
  Score: Raw -55590.932890 + Penalty 2241.754107 = -53349.178784
  nChanged 42
		SP:Iteration 5Q (4827.180000 sec): 3 clusters
  Score: Raw -55648.029726 + Penalty 2241.754107 = -53406.275620
  nChanged 32
		SP:Iteration 6Q (4827.300000 sec): 3 clusters
  Score: Raw -55707.014434 + Penalty 2241.754107 = -53465.260328
  nChanged 31
		SP:Iteration 7Q (4827.460000 sec): 3 clusters
  Score: Raw -55756.570168 + Penalty 2241.754107 = -53514.816061
  nChanged 25
		SP:Iteration 8Q (4827.640000 sec): 3 clusters
  Score: Raw -55823.641021 + Penalty 2241.754107 = -53581.886914
  nChanged 27
		SP:Iteration 9Q (4827.810000 sec): 3 clusters
  Score: Raw -55876.246097 + Penalty 2241.754107 = -53634.491991
  nChanged 13
		SP:Iteration 10Q (4827.930000 sec): 3 clusters
  Score: Raw -55891.567485 + Penalty 2241.754107 = -53649.813378
  nChanged 7
		SP:Iteration 11Q (4828.060000 sec): 3 clusters
  Score: Raw -55904.839587 + Penalty 2241.754107 = -53663.085481
  nChanged 7
		SP:Iteration 12Q (4828.180000 sec): 3 clusters
  Score: Raw -55916.757326 + Penalty 2241.754107 = -53675.003219
  nChanged 9
		SP:Iteration 13Q (4828.300000 sec): 3 clusters
  Score: Raw -55927.024823 + Penalty 2241.754107 = -53685.270716
  nChanged 3
		SP:Iteration 14Q (4828.430000 sec): 3 clusters
  Score: Raw -55934.416516 + Penalty 2241.754107 = -53692.662409
  nChanged 2
		SP:Iteration 15Q (4828.550000 sec): 3 clusters
  Score: Raw -55937.903413 + Penalty 2241.754107 = -53696.149307
  nChanged 1
		SP:Iteration 16Q (4828.670000 sec): 3 clusters
  Score: Raw -55938.531503 + Penalty 2241.754107 = -53696.777397
  nChanged 1
		SP:Iteration 17Q (4828.820000 sec): 3 clusters
  Score: Raw -55939.183297 + Penalty 2241.754107 = -53697.429190
  nChanged 0
		SP:Iteration 18F (4829.000000 sec): 3 clusters
  Score: Raw -55941.983898 + Penalty 2241.754107 = -53700.229791
  nChanged 2
		SP:Iteration 19Q (4829.160000 sec): 3 clusters
  Score: Raw -55956.045785 + Penalty 2241.754107 = -53714.291679
  nChanged 3
		SP:Iteration 20F (4829.350000 sec): 3 clusters
  Score: Raw -55965.976158 + Penalty 2241.754107 = -53724.222051
  nChanged 3
		SP:Iteration 21Q (4829.550000 sec): 3 clusters
  Score: Raw -55969.986348 + Penalty 2241.754107 = -53728.232242
  nChanged 4
		SP:Iteration 22Q (4829.700000 sec): 3 clusters
  Score: Raw -55973.535336 + Penalty 2241.754107 = -53731.781230
  nChanged 3
		SP:Iteration 23Q (4829.830000 sec): 3 clusters
  Score: Raw -55979.640333 + Penalty 2241.754107 = -53737.886226
  nChanged 4
		SP:Iteration 24Q (4829.980000 sec): 3 clusters
  Score: Raw -56008.974642 + Penalty 2241.754107 = -53767.220535
  nChanged 6
		SP:Iteration 25Q (4830.120000 sec): 3 clusters
  Score: Raw -56025.646244 + Penalty 2241.754107 = -53783.892138
  nChanged 9
		SP:Iteration 26Q (4830.320000 sec): 3 clusters
  Score: Raw -56044.454323 + Penalty 2241.754107 = -53802.700217
  nChanged 8
		SP:Iteration 27Q (4830.470000 sec): 3 clusters
  Score: Raw -56064.623211 + Penalty 2241.754107 = -53822.869104
  nChanged 7
		SP:Iteration 28Q (4830.640000 sec): 3 clusters
  Score: Raw -56072.369184 + Penalty 2241.754107 = -53830.615077
  nChanged 2
		SP:Iteration 29Q (4830.860000 sec): 3 clusters
  Score: Raw -56074.285599 + Penalty 2241.754107 = -53832.531493
  nChanged 1
		SP:Iteration 30Q (4831.030000 sec): 3 clusters
  Score: Raw -56075.510473 + Penalty 2241.754107 = -53833.756366
  nChanged 0
		SP:Iteration 31F (4831.230000 sec): 3 clusters
  Score: Raw -56075.510473 + Penalty 2241.754107 = -53833.756366
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (5169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4831.340000 sec): 2 clusters
  Score: Raw -425285.306444 + Penalty 1389.445610 = -423895.860833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4831.530000 sec): 3 clusters
  Score: Raw -422597.265826 + Penalty 2778.891221 = -419818.374605
  nChanged 2080
		SP:Iteration 1F (4831.730000 sec): 3 clusters
  Score: Raw -423783.094163 + Penalty 2778.891221 = -421004.202942
  nChanged 439
		SP:Iteration 2F (4831.930000 sec): 3 clusters
  Score: Raw -424084.355777 + Penalty 2778.891221 = -421305.464556
  nChanged 359
		SP:Iteration 3F (4832.120000 sec): 3 clusters
  Score: Raw -424362.027623 + Penalty 2778.891221 = -421583.136402
  nChanged 351
		SP:Iteration 4F (4832.350000 sec): 3 clusters
  Score: Raw -424646.488114 + Penalty 2778.891221 = -421867.596893
  nChanged 364
		SP:Iteration 5F (4832.590000 sec): 3 clusters
  Score: Raw -424974.863509 + Penalty 2778.891221 = -422195.972289
  nChanged 346
		SP:Iteration 6F (4832.780000 sec): 3 clusters
  Score: Raw -425303.325969 + Penalty 2778.891221 = -422524.434749
  nChanged 292
		SP:Iteration 7F (4833.040000 sec): 3 clusters
  Score: Raw -425549.689245 + Penalty 2778.891221 = -422770.798025
  nChanged 212
		SP:Iteration 8Q (4833.240000 sec): 3 clusters
  Score: Raw -425723.004379 + Penalty 2778.891221 = -422944.113158
  nChanged 175
		SP:Iteration 9Q (4833.440000 sec): 3 clusters
  Score: Raw -425843.705585 + Penalty 2778.891221 = -423064.814364
  nChanged 138
		SP:Iteration 10Q (4833.710000 sec): 3 clusters
  Score: Raw -425920.467534 + Penalty 2778.891221 = -423141.576314
  nChanged 94
		SP:Iteration 11Q (4833.910000 sec): 3 clusters
  Score: Raw -425957.595101 + Penalty 2778.891221 = -423178.703880
  nChanged 73
		SP:Iteration 12Q (4834.140000 sec): 3 clusters
  Score: Raw -425990.828603 + Penalty 2778.891221 = -423211.937383
  nChanged 51
		SP:Iteration 13Q (4834.350000 sec): 3 clusters
  Score: Raw -426007.605268 + Penalty 2778.891221 = -423228.714048
  nChanged 36
		SP:Iteration 14Q (4834.540000 sec): 3 clusters
  Score: Raw -426019.168947 + Penalty 2778.891221 = -423240.277727
  nChanged 32
		SP:Iteration 15Q (4834.780000 sec): 3 clusters
  Score: Raw -426030.860696 + Penalty 2778.891221 = -423251.969475
  nChanged 27
		SP:Iteration 16Q (4834.940000 sec): 3 clusters
  Score: Raw -426041.956460 + Penalty 2778.891221 = -423263.065240
  nChanged 33
		SP:Iteration 17Q (4835.120000 sec): 3 clusters
  Score: Raw -426059.326983 + Penalty 2778.891221 = -423280.435763
  nChanged 46
		SP:Iteration 18Q (4835.340000 sec): 3 clusters
  Score: Raw -426082.304154 + Penalty 2778.891221 = -423303.412933
  nChanged 43
		SP:Iteration 19Q (4835.530000 sec): 3 clusters
  Score: Raw -426105.257176 + Penalty 2778.891221 = -423326.365955
  nChanged 47
		SP:Iteration 20F (4835.700000 sec): 3 clusters
  Score: Raw -426133.297918 + Penalty 2778.891221 = -423354.406698
  nChanged 49
		SP:Iteration 21Q (4835.940000 sec): 3 clusters
  Score: Raw -426190.182575 + Penalty 2778.891221 = -423411.291354
  nChanged 71
		SP:Iteration 22Q (4836.100000 sec): 3 clusters
  Score: Raw -426323.630906 + Penalty 2778.891221 = -423544.739686
  nChanged 87
		SP:Iteration 23Q (4836.300000 sec): 3 clusters
  Score: Raw -426502.595362 + Penalty 2778.891221 = -423723.704142
  nChanged 88
		SP:Iteration 24Q (4836.510000 sec): 3 clusters
  Score: Raw -426598.674593 + Penalty 2778.891221 = -423819.783372
  nChanged 66
		SP:Iteration 25Q (4836.680000 sec): 3 clusters
  Score: Raw -426631.640945 + Penalty 2778.891221 = -423852.749725
  nChanged 46
		SP:Iteration 26Q (4836.910000 sec): 3 clusters
  Score: Raw -426645.260841 + Penalty 2778.891221 = -423866.369621
  nChanged 27
		SP:Iteration 27Q (4837.090000 sec): 3 clusters
  Score: Raw -426653.723937 + Penalty 2778.891221 = -423874.832716
  nChanged 28
		SP:Iteration 28Q (4837.300000 sec): 3 clusters
  Score: Raw -426662.313721 + Penalty 2778.891221 = -423883.422500
  nChanged 24
		SP:Iteration 29Q (4837.480000 sec): 3 clusters
  Score: Raw -426670.700431 + Penalty 2778.891221 = -423891.809210
  nChanged 27
		SP:Iteration 30Q (4837.690000 sec): 3 clusters
  Score: Raw -426679.165648 + Penalty 2778.891221 = -423900.274428
  nChanged 15
		SP:Iteration 31Q (4837.850000 sec): 3 clusters
  Score: Raw -426682.836474 + Penalty 2778.891221 = -423903.945253
  nChanged 13
		SP:Iteration 32Q (4838.060000 sec): 3 clusters
  Score: Raw -426685.212140 + Penalty 2778.891221 = -423906.320919
  nChanged 6
		SP:Iteration 33Q (4838.220000 sec): 3 clusters
  Score: Raw -426686.308708 + Penalty 2778.891221 = -423907.417488
  nChanged 4
		SP:Iteration 34Q (4838.400000 sec): 3 clusters
  Score: Raw -426687.293661 + Penalty 2778.891221 = -423908.402441
  nChanged 6
		SP:Iteration 35Q (4838.590000 sec): 3 clusters
  Score: Raw -426688.652011 + Penalty 2778.891221 = -423909.760790
  nChanged 6
		SP:Iteration 36Q (4838.830000 sec): 3 clusters
  Score: Raw -426689.632954 + Penalty 2778.891221 = -423910.741733
  nChanged 5
		SP:Iteration 37Q (4839.000000 sec): 3 clusters
  Score: Raw -426691.396011 + Penalty 2778.891221 = -423912.504791
  nChanged 8
		SP:Iteration 38Q (4839.200000 sec): 3 clusters
  Score: Raw -426695.260410 + Penalty 2778.891221 = -423916.369189
  nChanged 17
		SP:Iteration 39Q (4839.400000 sec): 3 clusters
  Score: Raw -426701.473185 + Penalty 2778.891221 = -423922.581964
  nChanged 18
		SP:Iteration 40F (4839.610000 sec): 3 clusters
  Score: Raw -426709.683452 + Penalty 2778.891221 = -423930.792231
  nChanged 23
		SP:Iteration 41Q (4839.810000 sec): 3 clusters
  Score: Raw -426730.241515 + Penalty 2778.891221 = -423951.350295
  nChanged 38
		SP:Iteration 42Q (4839.990000 sec): 3 clusters
  Score: Raw -426771.044232 + Penalty 2778.891221 = -423992.153012
  nChanged 50
		SP:Iteration 43Q (4840.180000 sec): 3 clusters
  Score: Raw -426849.682110 + Penalty 2778.891221 = -424070.790890
  nChanged 72
		SP:Iteration 44Q (4840.400000 sec): 3 clusters
  Score: Raw -426952.735751 + Penalty 2778.891221 = -424173.844530
  nChanged 79
		SP:Iteration 45Q (4840.610000 sec): 3 clusters
  Score: Raw -427063.405241 + Penalty 2778.891221 = -424284.514020
  nChanged 93
		SP:Iteration 46Q (4840.820000 sec): 3 clusters
  Score: Raw -427206.029638 + Penalty 2778.891221 = -424427.138417
  nChanged 83
		SP:Iteration 47Q (4841.030000 sec): 3 clusters
  Score: Raw -427297.261418 + Penalty 2778.891221 = -424518.370197
  nChanged 64
		SP:Iteration 48Q (4841.180000 sec): 3 clusters
  Score: Raw -427343.295717 + Penalty 2778.891221 = -424564.404496
  nChanged 45
		SP:Iteration 49Q (4841.390000 sec): 3 clusters
  Score: Raw -427365.643678 + Penalty 2778.891221 = -424586.752457
  nChanged 28
		SP:Iteration 50Q (4841.560000 sec): 3 clusters
  Score: Raw -427376.032104 + Penalty 2778.891221 = -424597.140884
  nChanged 26
		SP:Iteration 51Q (4841.780000 sec): 3 clusters
  Score: Raw -427384.272519 + Penalty 2778.891221 = -424605.381298
  nChanged 19
		SP:Iteration 52Q (4841.930000 sec): 3 clusters
  Score: Raw -427390.273141 + Penalty 2778.891221 = -424611.381920
  nChanged 10
		SP:Iteration 53Q (4842.170000 sec): 3 clusters
  Score: Raw -427393.614858 + Penalty 2778.891221 = -424614.723637
  nChanged 7
		SP:Iteration 54Q (4842.390000 sec): 3 clusters
  Score: Raw -427394.846315 + Penalty 2778.891221 = -424615.955094
  nChanged 1
		SP:Iteration 55Q (4842.650000 sec): 3 clusters
  Score: Raw -427394.959847 + Penalty 2778.891221 = -424616.068627
  nChanged 0
		SP:Iteration 56F (4842.830000 sec): 3 clusters
  Score: Raw -427394.959847 + Penalty 2778.891221 = -424616.068627
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4842.990000 sec): 2 clusters
  Score: Raw -1023136.949132 + Penalty 1531.426097 = -1021605.523036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4843.270000 sec): 3 clusters
  Score: Raw -1015919.118420 + Penalty 3062.852194 = -1012856.266226
  nChanged 5449
		SP:Iteration 1F (4843.530000 sec): 3 clusters
  Score: Raw -1018868.759112 + Penalty 3062.852194 = -1015805.906918
  nChanged 692
		SP:Iteration 2F (4843.780000 sec): 3 clusters
  Score: Raw -1019136.240997 + Penalty 3062.852194 = -1016073.388804
  nChanged 602
		SP:Iteration 3Q (4843.990000 sec): 3 clusters
  Score: Raw -1019350.239851 + Penalty 3062.852194 = -1016287.387657
  nChanged 529
		SP:Iteration 4Q (4844.240000 sec): 3 clusters
  Score: Raw -1019535.958505 + Penalty 3062.852194 = -1016473.106311
  nChanged 439
		SP:Iteration 5Q (4844.470000 sec): 3 clusters
  Score: Raw -1019687.087413 + Penalty 3062.852194 = -1016624.235219
  nChanged 421
		SP:Iteration 6Q (4844.720000 sec): 3 clusters
  Score: Raw -1019845.385548 + Penalty 3062.852194 = -1016782.533354
  nChanged 415
		SP:Iteration 7Q (4844.950000 sec): 3 clusters
  Score: Raw -1020002.047139 + Penalty 3062.852194 = -1016939.194946
  nChanged 449
		SP:Iteration 8Q (4845.210000 sec): 3 clusters
  Score: Raw -1020204.191953 + Penalty 3062.852194 = -1017141.339759
  nChanged 471
		SP:Iteration 9Q (4845.470000 sec): 3 clusters
  Score: Raw -1020445.332211 + Penalty 3062.852194 = -1017382.480017
  nChanged 481
		SP:Iteration 10Q (4845.730000 sec): 3 clusters
  Score: Raw -1020707.731977 + Penalty 3062.852194 = -1017644.879784
  nChanged 476
		SP:Iteration 11Q (4846.010000 sec): 3 clusters
  Score: Raw -1020985.543462 + Penalty 3062.852194 = -1017922.691268
  nChanged 463
		SP:Iteration 12Q (4846.220000 sec): 3 clusters
  Score: Raw -1021282.925831 + Penalty 3062.852194 = -1018220.073637
  nChanged 460
		SP:Iteration 13Q (4846.450000 sec): 3 clusters
  Score: Raw -1021583.486460 + Penalty 3062.852194 = -1018520.634266
  nChanged 409
		SP:Iteration 14Q (4846.670000 sec): 3 clusters
  Score: Raw -1021859.117078 + Penalty 3062.852194 = -1018796.264884
  nChanged 357
		SP:Iteration 15Q (4846.850000 sec): 3 clusters
  Score: Raw -1022078.401435 + Penalty 3062.852194 = -1019015.549242
  nChanged 290
		SP:Iteration 16Q (4847.160000 sec): 3 clusters
  Score: Raw -1022237.677881 + Penalty 3062.852194 = -1019174.825687
  nChanged 233
		SP:Iteration 17Q (4847.460000 sec): 3 clusters
  Score: Raw -1022370.089672 + Penalty 3062.852194 = -1019307.237479
  nChanged 209
		SP:Iteration 18Q (4847.690000 sec): 3 clusters
  Score: Raw -1022476.377699 + Penalty 3062.852194 = -1019413.525506
  nChanged 183
		SP:Iteration 19Q (4847.980000 sec): 3 clusters
  Score: Raw -1022572.379500 + Penalty 3062.852194 = -1019509.527307
  nChanged 170
		SP:Iteration 20F (4848.180000 sec): 3 clusters
  Score: Raw -1022674.469580 + Penalty 3062.852194 = -1019611.617387
  nChanged 180
		SP:Iteration 21Q (4848.420000 sec): 3 clusters
  Score: Raw -1022764.598210 + Penalty 3062.852194 = -1019701.746016
  nChanged 145
		SP:Iteration 22Q (4848.690000 sec): 3 clusters
  Score: Raw -1022839.112736 + Penalty 3062.852194 = -1019776.260542
  nChanged 132
		SP:Iteration 23Q (4848.910000 sec): 3 clusters
  Score: Raw -1022916.625800 + Penalty 3062.852194 = -1019853.773606
  nChanged 128
		SP:Iteration 24Q (4849.160000 sec): 3 clusters
  Score: Raw -1022978.302829 + Penalty 3062.852194 = -1019915.450635
  nChanged 95
		SP:Iteration 25Q (4849.400000 sec): 3 clusters
  Score: Raw -1023032.460606 + Penalty 3062.852194 = -1019969.608412
  nChanged 94
		SP:Iteration 26Q (4849.620000 sec): 3 clusters
  Score: Raw -1023093.174403 + Penalty 3062.852194 = -1020030.322209
  nChanged 83
		SP:Iteration 27Q (4849.850000 sec): 3 clusters
  Score: Raw -1023141.632403 + Penalty 3062.852194 = -1020078.780209
  nChanged 69
		SP:Iteration 28Q (4850.080000 sec): 3 clusters
  Score: Raw -1023176.521782 + Penalty 3062.852194 = -1020113.669589
  nChanged 56
		SP:Iteration 29Q (4850.300000 sec): 3 clusters
  Score: Raw -1023197.704298 + Penalty 3062.852194 = -1020134.852104
  nChanged 35
		SP:Iteration 30Q (4850.510000 sec): 3 clusters
  Score: Raw -1023210.705397 + Penalty 3062.852194 = -1020147.853204
  nChanged 26
		SP:Iteration 31Q (4850.700000 sec): 3 clusters
  Score: Raw -1023223.053069 + Penalty 3062.852194 = -1020160.200875
  nChanged 40
		SP:Iteration 32Q (4850.930000 sec): 3 clusters
  Score: Raw -1023244.177352 + Penalty 3062.852194 = -1020181.325158
  nChanged 45
		SP:Iteration 33Q (4851.150000 sec): 3 clusters
  Score: Raw -1023266.474523 + Penalty 3062.852194 = -1020203.622329
  nChanged 28
		SP:Iteration 34Q (4851.390000 sec): 3 clusters
  Score: Raw -1023278.726280 + Penalty 3062.852194 = -1020215.874086
  nChanged 21
		SP:Iteration 35Q (4851.680000 sec): 3 clusters
  Score: Raw -1023286.547169 + Penalty 3062.852194 = -1020223.694975
  nChanged 20
		SP:Iteration 36Q (4851.890000 sec): 3 clusters
  Score: Raw -1023295.486997 + Penalty 3062.852194 = -1020232.634803
  nChanged 13
		SP:Iteration 37Q (4852.160000 sec): 3 clusters
  Score: Raw -1023301.543238 + Penalty 3062.852194 = -1020238.691044
  nChanged 16
		SP:Iteration 38Q (4852.350000 sec): 3 clusters
  Score: Raw -1023309.881071 + Penalty 3062.852194 = -1020247.028877
  nChanged 11
		SP:Iteration 39Q (4852.560000 sec): 3 clusters
  Score: Raw -1023315.036160 + Penalty 3062.852194 = -1020252.183967
  nChanged 13
		SP:Iteration 40F (4852.770000 sec): 3 clusters
  Score: Raw -1023322.058892 + Penalty 3062.852194 = -1020259.206699
  nChanged 8
		SP:Iteration 41Q (4853.020000 sec): 3 clusters
  Score: Raw -1023324.554050 + Penalty 3062.852194 = -1020261.701856
  nChanged 4
		SP:Iteration 42Q (4853.220000 sec): 3 clusters
  Score: Raw -1023326.469643 + Penalty 3062.852194 = -1020263.617449
  nChanged 4
		SP:Iteration 43Q (4853.470000 sec): 3 clusters
  Score: Raw -1023327.320248 + Penalty 3062.852194 = -1020264.468054
  nChanged 0
		SP:Iteration 44F (4853.670000 sec): 3 clusters
  Score: Raw -1023327.320248 + Penalty 3062.852194 = -1020264.468054
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (88821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4854.180000 sec): 2 clusters
  Score: Raw -7627499.958040 + Penalty 1851.586488 = -7625648.371552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4854.800000 sec): 3 clusters
  Score: Raw -7570169.960437 + Penalty 3703.172976 = -7566466.787461
  nChanged 42154
		SP:Iteration 1F (4855.410000 sec): 3 clusters
  Score: Raw -7594868.041398 + Penalty 3703.172976 = -7591164.868422
  nChanged 3149
		SP:Iteration 2Q (4856.030000 sec): 3 clusters
  Score: Raw -7595753.763611 + Penalty 3703.172976 = -7592050.590635
  nChanged 3220
		SP:Iteration 3Q (4856.710000 sec): 3 clusters
  Score: Raw -7596764.799131 + Penalty 3703.172976 = -7593061.626155
  nChanged 3465
		SP:Iteration 4Q (4857.300000 sec): 3 clusters
  Score: Raw -7597992.978908 + Penalty 3703.172976 = -7594289.805932
  nChanged 3891
		SP:Iteration 5Q (4857.950000 sec): 3 clusters
  Score: Raw -7599709.168599 + Penalty 3703.172976 = -7596005.995623
  nChanged 4671
		SP:Iteration 6F (4858.560000 sec): 3 clusters
  Score: Raw -7602257.408904 + Penalty 3703.172976 = -7598554.235928
  nChanged 5715
		SP:Iteration 7F (4859.160000 sec): 3 clusters
  Score: Raw -7606074.068804 + Penalty 3703.172976 = -7602370.895828
  nChanged 6470
		SP:Iteration 8F (4859.800000 sec): 3 clusters
  Score: Raw -7611269.211844 + Penalty 3703.172976 = -7607566.038868
  nChanged 6396
		SP:Iteration 9F (4860.400000 sec): 3 clusters
  Score: Raw -7616884.822918 + Penalty 3703.172976 = -7613181.649942
  nChanged 5199
		SP:Iteration 10F (4861.010000 sec): 3 clusters
  Score: Raw -7621596.594307 + Penalty 3703.172976 = -7617893.421331
  nChanged 3361
		SP:Iteration 11Q (4861.600000 sec): 3 clusters
  Score: Raw -7624603.660255 + Penalty 3703.172976 = -7620900.487279
  nChanged 1885
		SP:Iteration 12Q (4862.140000 sec): 3 clusters
  Score: Raw -7626221.550426 + Penalty 3703.172976 = -7622518.377450
  nChanged 929
		SP:Iteration 13Q (4862.680000 sec): 3 clusters
  Score: Raw -7626967.533570 + Penalty 3703.172976 = -7623264.360594
  nChanged 428
		SP:Iteration 14Q (4863.220000 sec): 3 clusters
  Score: Raw -7627331.549321 + Penalty 3703.172976 = -7623628.376345
  nChanged 182
		SP:Iteration 15Q (4863.730000 sec): 3 clusters
  Score: Raw -7627485.657108 + Penalty 3703.172976 = -7623782.484133
  nChanged 94
		SP:Iteration 16Q (4864.300000 sec): 3 clusters
  Score: Raw -7627565.447509 + Penalty 3703.172976 = -7623862.274533
  nChanged 54
		SP:Iteration 17Q (4864.830000 sec): 3 clusters
  Score: Raw -7627622.648003 + Penalty 3703.172976 = -7623919.475027
  nChanged 43
		SP:Iteration 18Q (4865.300000 sec): 3 clusters
  Score: Raw -7627665.067770 + Penalty 3703.172976 = -7623961.894794
  nChanged 25
		SP:Iteration 19Q (4865.790000 sec): 3 clusters
  Score: Raw -7627687.964182 + Penalty 3703.172976 = -7623984.791206
  nChanged 12
		SP:Iteration 20F (4866.400000 sec): 3 clusters
  Score: Raw -7627697.361520 + Penalty 3703.172976 = -7623994.188544
  nChanged 4
		SP:Iteration 21Q (4866.950000 sec): 3 clusters
  Score: Raw -7627699.777470 + Penalty 3703.172976 = -7623996.604494
  nChanged 3
		SP:Iteration 22Q (4867.500000 sec): 3 clusters
  Score: Raw -7627702.726465 + Penalty 3703.172976 = -7623999.553489
  nChanged 2
		SP:Iteration 23Q (4868.040000 sec): 3 clusters
  Score: Raw -7627703.781034 + Penalty 3703.172976 = -7624000.608058
  nChanged 1
		SP:Iteration 24Q (4868.670000 sec): 3 clusters
  Score: Raw -7627705.009380 + Penalty 3703.172976 = -7624001.836404
  nChanged 1
		SP:Iteration 25Q (4869.270000 sec): 3 clusters
  Score: Raw -7627705.637659 + Penalty 3703.172976 = -7624002.464683
  nChanged 0
		SP:Iteration 26F (4869.880000 sec): 3 clusters
  Score: Raw -7627705.637659 + Penalty 3703.172976 = -7624002.464683
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4870.060000 sec): 2 clusters
  Score: Raw -34160.264304 + Penalty 982.697979 = -33177.566325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4870.200000 sec): 3 clusters
  Score: Raw -34133.413852 + Penalty 1965.395958 = -32168.017894
  nChanged 92
		SP:Iteration 1F (4870.450000 sec): 3 clusters
  Score: Raw -34295.263903 + Penalty 1965.395958 = -32329.867945
  nChanged 27
		SP:Iteration 2F (4870.650000 sec): 3 clusters
  Score: Raw -34349.919449 + Penalty 1965.395958 = -32384.523491
  nChanged 14
		SP:Iteration 3Q (4870.880000 sec): 3 clusters
  Score: Raw -34376.913978 + Penalty 1965.395958 = -32411.518020
  nChanged 13
		SP:Iteration 4Q (4871.050000 sec): 3 clusters
  Score: Raw -34403.736935 + Penalty 1965.395958 = -32438.340977
  nChanged 11
		SP:Iteration 5Q (4871.200000 sec): 3 clusters
  Score: Raw -34447.698972 + Penalty 1965.395958 = -32482.303014
  nChanged 10
		SP:Iteration 6Q (4871.420000 sec): 3 clusters
  Score: Raw -34465.740210 + Penalty 1965.395958 = -32500.344252
  nChanged 5
		SP:Iteration 7Q (4871.640000 sec): 3 clusters
  Score: Raw -34476.879904 + Penalty 1965.395958 = -32511.483946
  nChanged 4
		SP:Iteration 8Q (4871.860000 sec): 3 clusters
  Score: Raw -34485.012570 + Penalty 1965.395958 = -32519.616611
  nChanged 4
		SP:Iteration 9Q (4872.070000 sec): 3 clusters
  Score: Raw -34491.666449 + Penalty 1965.395958 = -32526.270490
  nChanged 3
		SP:Iteration 10Q (4872.220000 sec): 3 clusters
  Score: Raw -34494.914522 + Penalty 1965.395958 = -32529.518564
  nChanged 3
		SP:Iteration 11Q (4872.450000 sec): 3 clusters
  Score: Raw -34498.766596 + Penalty 1965.395958 = -32533.370638
  nChanged 2
		SP:Iteration 12Q (4872.630000 sec): 3 clusters
  Score: Raw -34501.437304 + Penalty 1965.395958 = -32536.041345
  nChanged 1
		SP:Iteration 13Q (4872.840000 sec): 3 clusters
  Score: Raw -34508.106903 + Penalty 1965.395958 = -32542.710945
  nChanged 1
		SP:Iteration 14Q (4873.000000 sec): 3 clusters
  Score: Raw -34516.235760 + Penalty 1965.395958 = -32550.839802
  nChanged 3
		SP:Iteration 15Q (4873.190000 sec): 3 clusters
  Score: Raw -34531.292241 + Penalty 1965.395958 = -32565.896283
  nChanged 0
		SP:Iteration 16F (4873.410000 sec): 3 clusters
  Score: Raw -34531.292241 + Penalty 1965.395958 = -32565.896283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (4137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4873.490000 sec): 2 clusters
  Score: Raw -292229.021141 + Penalty 1353.255502 = -290875.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4873.690000 sec): 3 clusters
  Score: Raw -290147.007328 + Penalty 2706.511004 = -287440.496324
  nChanged 1614
		SP:Iteration 1F (4873.840000 sec): 3 clusters
  Score: Raw -291102.529186 + Penalty 2706.511004 = -288396.018182
  nChanged 327
		SP:Iteration 2F (4873.970000 sec): 3 clusters
  Score: Raw -291369.750260 + Penalty 2706.511004 = -288663.239256
  nChanged 294
		SP:Iteration 3F (4874.180000 sec): 3 clusters
  Score: Raw -291603.062748 + Penalty 2706.511004 = -288896.551744
  nChanged 263
		SP:Iteration 4F (4874.320000 sec): 3 clusters
  Score: Raw -291835.376544 + Penalty 2706.511004 = -289128.865540
  nChanged 256
		SP:Iteration 5F (4874.460000 sec): 3 clusters
  Score: Raw -292088.059880 + Penalty 2706.511004 = -289381.548875
  nChanged 260
		SP:Iteration 6F (4874.590000 sec): 3 clusters
  Score: Raw -292331.361289 + Penalty 2706.511004 = -289624.850285
  nChanged 219
		SP:Iteration 7F (4874.750000 sec): 3 clusters
  Score: Raw -292544.410512 + Penalty 2706.511004 = -289837.899508
  nChanged 185
		SP:Iteration 8Q (4874.890000 sec): 3 clusters
  Score: Raw -292696.349784 + Penalty 2706.511004 = -289989.838780
  nChanged 152
		SP:Iteration 9Q (4874.990000 sec): 3 clusters
  Score: Raw -292779.796859 + Penalty 2706.511004 = -290073.285855
  nChanged 97
		SP:Iteration 10Q (4875.100000 sec): 3 clusters
  Score: Raw -292827.606284 + Penalty 2706.511004 = -290121.095280
  nChanged 74
		SP:Iteration 11Q (4875.210000 sec): 3 clusters
  Score: Raw -292853.998653 + Penalty 2706.511004 = -290147.487649
  nChanged 49
		SP:Iteration 12Q (4875.410000 sec): 3 clusters
  Score: Raw -292877.109553 + Penalty 2706.511004 = -290170.598549
  nChanged 45
		SP:Iteration 13Q (4875.590000 sec): 3 clusters
  Score: Raw -292896.416697 + Penalty 2706.511004 = -290189.905693
  nChanged 38
		SP:Iteration 14Q (4875.830000 sec): 3 clusters
  Score: Raw -292910.989080 + Penalty 2706.511004 = -290204.478075
  nChanged 24
		SP:Iteration 15Q (4875.990000 sec): 3 clusters
  Score: Raw -292923.213555 + Penalty 2706.511004 = -290216.702551
  nChanged 21
		SP:Iteration 16Q (4876.210000 sec): 3 clusters
  Score: Raw -292934.282249 + Penalty 2706.511004 = -290227.771245
  nChanged 29
		SP:Iteration 17Q (4876.440000 sec): 3 clusters
  Score: Raw -292954.351302 + Penalty 2706.511004 = -290247.840298
  nChanged 26
		SP:Iteration 18Q (4876.590000 sec): 3 clusters
  Score: Raw -292964.838080 + Penalty 2706.511004 = -290258.327076
  nChanged 23
		SP:Iteration 19Q (4876.720000 sec): 3 clusters
  Score: Raw -292975.737226 + Penalty 2706.511004 = -290269.226221
  nChanged 24
		SP:Iteration 20F (4876.870000 sec): 3 clusters
  Score: Raw -292988.285894 + Penalty 2706.511004 = -290281.774890
  nChanged 20
		SP:Iteration 21Q (4877.030000 sec): 3 clusters
  Score: Raw -292997.730587 + Penalty 2706.511004 = -290291.219583
  nChanged 15
		SP:Iteration 22Q (4877.220000 sec): 3 clusters
  Score: Raw -293003.152336 + Penalty 2706.511004 = -290296.641332
  nChanged 15
		SP:Iteration 23Q (4877.410000 sec): 3 clusters
  Score: Raw -293007.724130 + Penalty 2706.511004 = -290301.213126
  nChanged 13
		SP:Iteration 24Q (4877.620000 sec): 3 clusters
  Score: Raw -293012.262157 + Penalty 2706.511004 = -290305.751153
  nChanged 17
		SP:Iteration 25Q (4877.820000 sec): 3 clusters
  Score: Raw -293016.779705 + Penalty 2706.511004 = -290310.268700
  nChanged 12
		SP:Iteration 26Q (4878.020000 sec): 3 clusters
  Score: Raw -293019.474491 + Penalty 2706.511004 = -290312.963487
  nChanged 6
		SP:Iteration 27Q (4878.190000 sec): 3 clusters
  Score: Raw -293021.824408 + Penalty 2706.511004 = -290315.313404
  nChanged 6
		SP:Iteration 28Q (4878.340000 sec): 3 clusters
  Score: Raw -293024.544329 + Penalty 2706.511004 = -290318.033325
  nChanged 6
		SP:Iteration 29Q (4878.540000 sec): 3 clusters
  Score: Raw -293025.731311 + Penalty 2706.511004 = -290319.220307
  nChanged 4
		SP:Iteration 30Q (4878.750000 sec): 3 clusters
  Score: Raw -293026.353193 + Penalty 2706.511004 = -290319.842189
  nChanged 1
		SP:Iteration 31Q (4878.950000 sec): 3 clusters
  Score: Raw -293026.445104 + Penalty 2706.511004 = -290319.934099
  nChanged 2
		SP:Iteration 32Q (4879.170000 sec): 3 clusters
  Score: Raw -293026.697595 + Penalty 2706.511004 = -290320.186591
  nChanged 1
		SP:Iteration 33Q (4879.410000 sec): 3 clusters
  Score: Raw -293026.896775 + Penalty 2706.511004 = -290320.385770
  nChanged 0
		SP:Iteration 34F (4879.560000 sec): 3 clusters
  Score: Raw -293026.896775 + Penalty 2706.511004 = -290320.385770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4879.680000 sec): 2 clusters
  Score: Raw -278596.354911 + Penalty 1321.850980 = -277274.503931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4879.860000 sec): 3 clusters
  Score: Raw -276918.502520 + Penalty 2643.701960 = -274274.800560
  nChanged 1306
		SP:Iteration 1F (4880.080000 sec): 3 clusters
  Score: Raw -277615.047713 + Penalty 2643.701960 = -274971.345752
  nChanged 255
		SP:Iteration 2F (4880.290000 sec): 3 clusters
  Score: Raw -277757.959455 + Penalty 2643.701960 = -275114.257495
  nChanged 179
		SP:Iteration 3F (4880.430000 sec): 3 clusters
  Score: Raw -277856.717308 + Penalty 2643.701960 = -275213.015348
  nChanged 140
		SP:Iteration 4Q (4880.620000 sec): 3 clusters
  Score: Raw -277920.488317 + Penalty 2643.701960 = -275276.786357
  nChanged 103
		SP:Iteration 5Q (4880.770000 sec): 3 clusters
  Score: Raw -277971.490461 + Penalty 2643.701960 = -275327.788501
  nChanged 93
		SP:Iteration 6Q (4880.970000 sec): 3 clusters
  Score: Raw -278015.548828 + Penalty 2643.701960 = -275371.846868
  nChanged 74
		SP:Iteration 7Q (4881.140000 sec): 3 clusters
  Score: Raw -278047.526397 + Penalty 2643.701960 = -275403.824437
  nChanged 57
		SP:Iteration 8Q (4881.300000 sec): 3 clusters
  Score: Raw -278069.872926 + Penalty 2643.701960 = -275426.170966
  nChanged 48
		SP:Iteration 9Q (4881.540000 sec): 3 clusters
  Score: Raw -278091.359783 + Penalty 2643.701960 = -275447.657823
  nChanged 61
		SP:Iteration 10Q (4881.710000 sec): 3 clusters
  Score: Raw -278120.160749 + Penalty 2643.701960 = -275476.458789
  nChanged 58
		SP:Iteration 11Q (4881.870000 sec): 3 clusters
  Score: Raw -278143.622000 + Penalty 2643.701960 = -275499.920039
  nChanged 54
		SP:Iteration 12Q (4882.050000 sec): 3 clusters
  Score: Raw -278167.459461 + Penalty 2643.701960 = -275523.757501
  nChanged 50
		SP:Iteration 13Q (4882.260000 sec): 3 clusters
  Score: Raw -278187.481898 + Penalty 2643.701960 = -275543.779938
  nChanged 42
		SP:Iteration 14Q (4882.450000 sec): 3 clusters
  Score: Raw -278206.009128 + Penalty 2643.701960 = -275562.307168
  nChanged 44
		SP:Iteration 15Q (4882.640000 sec): 3 clusters
  Score: Raw -278223.958951 + Penalty 2643.701960 = -275580.256990
  nChanged 43
		SP:Iteration 16Q (4882.800000 sec): 3 clusters
  Score: Raw -278240.524306 + Penalty 2643.701960 = -275596.822345
  nChanged 50
		SP:Iteration 17Q (4882.970000 sec): 3 clusters
  Score: Raw -278266.236721 + Penalty 2643.701960 = -275622.534761
  nChanged 59
		SP:Iteration 18Q (4883.170000 sec): 3 clusters
  Score: Raw -278289.998056 + Penalty 2643.701960 = -275646.296095
  nChanged 46
		SP:Iteration 19Q (4883.350000 sec): 3 clusters
  Score: Raw -278310.841114 + Penalty 2643.701960 = -275667.139154
  nChanged 32
		SP:Iteration 20F (4883.500000 sec): 3 clusters
  Score: Raw -278324.536149 + Penalty 2643.701960 = -275680.834189
  nChanged 34
		SP:Iteration 21Q (4883.700000 sec): 3 clusters
  Score: Raw -278338.055702 + Penalty 2643.701960 = -275694.353742
  nChanged 31
		SP:Iteration 22Q (4883.870000 sec): 3 clusters
  Score: Raw -278352.213695 + Penalty 2643.701960 = -275708.511735
  nChanged 29
		SP:Iteration 23Q (4884.060000 sec): 3 clusters
  Score: Raw -278364.662094 + Penalty 2643.701960 = -275720.960133
  nChanged 19
		SP:Iteration 24Q (4884.300000 sec): 3 clusters
  Score: Raw -278372.370731 + Penalty 2643.701960 = -275728.668770
  nChanged 12
		SP:Iteration 25Q (4884.460000 sec): 3 clusters
  Score: Raw -278376.989192 + Penalty 2643.701960 = -275733.287232
  nChanged 15
		SP:Iteration 26Q (4884.660000 sec): 3 clusters
  Score: Raw -278384.013589 + Penalty 2643.701960 = -275740.311628
  nChanged 18
		SP:Iteration 27Q (4884.870000 sec): 3 clusters
  Score: Raw -278393.530995 + Penalty 2643.701960 = -275749.829034
  nChanged 22
		SP:Iteration 28Q (4885.040000 sec): 3 clusters
  Score: Raw -278403.801929 + Penalty 2643.701960 = -275760.099969
  nChanged 20
		SP:Iteration 29Q (4885.230000 sec): 3 clusters
  Score: Raw -278413.119539 + Penalty 2643.701960 = -275769.417578
  nChanged 22
		SP:Iteration 30Q (4885.390000 sec): 3 clusters
  Score: Raw -278422.468450 + Penalty 2643.701960 = -275778.766490
  nChanged 21
		SP:Iteration 31Q (4885.580000 sec): 3 clusters
  Score: Raw -278430.461522 + Penalty 2643.701960 = -275786.759562
  nChanged 17
		SP:Iteration 32Q (4885.720000 sec): 3 clusters
  Score: Raw -278436.965113 + Penalty 2643.701960 = -275793.263153
  nChanged 12
		SP:Iteration 33Q (4885.960000 sec): 3 clusters
  Score: Raw -278441.759983 + Penalty 2643.701960 = -275798.058022
  nChanged 15
		SP:Iteration 34Q (4886.160000 sec): 3 clusters
  Score: Raw -278448.476035 + Penalty 2643.701960 = -275804.774074
  nChanged 14
		SP:Iteration 35Q (4886.330000 sec): 3 clusters
  Score: Raw -278455.823980 + Penalty 2643.701960 = -275812.122020
  nChanged 14
		SP:Iteration 36Q (4886.580000 sec): 3 clusters
  Score: Raw -278462.503176 + Penalty 2643.701960 = -275818.801215
  nChanged 19
		SP:Iteration 37Q (4886.810000 sec): 3 clusters
  Score: Raw -278470.154848 + Penalty 2643.701960 = -275826.452888
  nChanged 16
		SP:Iteration 38Q (4887.030000 sec): 3 clusters
  Score: Raw -278479.589131 + Penalty 2643.701960 = -275835.887171
  nChanged 24
		SP:Iteration 39Q (4887.210000 sec): 3 clusters
  Score: Raw -278493.539305 + Penalty 2643.701960 = -275849.837345
  nChanged 19
		SP:Iteration 40F (4887.390000 sec): 3 clusters
  Score: Raw -278505.180435 + Penalty 2643.701960 = -275861.478475
  nChanged 23
		SP:Iteration 41Q (4887.560000 sec): 3 clusters
  Score: Raw -278519.906080 + Penalty 2643.701960 = -275876.204120
  nChanged 18
		SP:Iteration 42Q (4887.730000 sec): 3 clusters
  Score: Raw -278529.177766 + Penalty 2643.701960 = -275885.475805
  nChanged 16
		SP:Iteration 43Q (4887.930000 sec): 3 clusters
  Score: Raw -278538.229305 + Penalty 2643.701960 = -275894.527345
  nChanged 16
		SP:Iteration 44Q (4888.140000 sec): 3 clusters
  Score: Raw -278550.536865 + Penalty 2643.701960 = -275906.834904
  nChanged 22
		SP:Iteration 45Q (4888.320000 sec): 3 clusters
  Score: Raw -278565.760483 + Penalty 2643.701960 = -275922.058523
  nChanged 24
		SP:Iteration 46Q (4888.540000 sec): 3 clusters
  Score: Raw -278582.762916 + Penalty 2643.701960 = -275939.060956
  nChanged 20
		SP:Iteration 47Q (4888.770000 sec): 3 clusters
  Score: Raw -278595.050882 + Penalty 2643.701960 = -275951.348921
  nChanged 15
		SP:Iteration 48Q (4889.010000 sec): 3 clusters
  Score: Raw -278605.010463 + Penalty 2643.701960 = -275961.308503
  nChanged 10
		SP:Iteration 49Q (4889.200000 sec): 3 clusters
  Score: Raw -278611.126989 + Penalty 2643.701960 = -275967.425029
  nChanged 12
		SP:Iteration 50Q (4889.400000 sec): 3 clusters
  Score: Raw -278620.684111 + Penalty 2643.701960 = -275976.982150
  nChanged 10
		SP:Iteration 51Q (4889.660000 sec): 3 clusters
  Score: Raw -278627.537605 + Penalty 2643.701960 = -275983.835644
  nChanged 11
		SP:Iteration 52Q (4889.870000 sec): 3 clusters
  Score: Raw -278633.413698 + Penalty 2643.701960 = -275989.711737
  nChanged 3
		SP:Iteration 53Q (4890.090000 sec): 3 clusters
  Score: Raw -278635.095165 + Penalty 2643.701960 = -275991.393204
  nChanged 2
		SP:Iteration 54Q (4890.290000 sec): 3 clusters
  Score: Raw -278636.276006 + Penalty 2643.701960 = -275992.574045
  nChanged 4
		SP:Iteration 55Q (4890.480000 sec): 3 clusters
  Score: Raw -278638.707526 + Penalty 2643.701960 = -275995.005566
  nChanged 7
		SP:Iteration 56Q (4890.660000 sec): 3 clusters
  Score: Raw -278643.515125 + Penalty 2643.701960 = -275999.813165
  nChanged 10
		SP:Iteration 57Q (4890.910000 sec): 3 clusters
  Score: Raw -278651.741014 + Penalty 2643.701960 = -276008.039053
  nChanged 12
		SP:Iteration 58Q (4891.160000 sec): 3 clusters
  Score: Raw -278660.906360 + Penalty 2643.701960 = -276017.204400
  nChanged 12
		SP:Iteration 59Q (4891.370000 sec): 3 clusters
  Score: Raw -278672.278245 + Penalty 2643.701960 = -276028.576284
  nChanged 10
		SP:Iteration 60F (4891.550000 sec): 3 clusters
  Score: Raw -278677.531258 + Penalty 2643.701960 = -276033.829298
  nChanged 2
		SP:Iteration 61Q (4891.750000 sec): 3 clusters
  Score: Raw -278678.456138 + Penalty 2643.701960 = -276034.754177
  nChanged 3
		SP:Iteration 62Q (4891.930000 sec): 3 clusters
  Score: Raw -278680.514077 + Penalty 2643.701960 = -276036.812116
  nChanged 0
		SP:Iteration 63F (4892.180000 sec): 3 clusters
  Score: Raw -278680.514077 + Penalty 2643.701960 = -276036.812116
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4892.280000 sec): 2 clusters
  Score: Raw -47054.499053 + Penalty 1057.674985 = -45996.824069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4892.490000 sec): 3 clusters
  Score: Raw -46953.095227 + Penalty 2115.349970 = -44837.745258
  nChanged 180
		SP:Iteration 1F (4892.640000 sec): 3 clusters
  Score: Raw -47168.348843 + Penalty 2115.349970 = -45052.998873
  nChanged 57
		SP:Iteration 2F (4892.900000 sec): 3 clusters
  Score: Raw -47295.330942 + Penalty 2115.349970 = -45179.980972
  nChanged 45
		SP:Iteration 3F (4893.040000 sec): 3 clusters
  Score: Raw -47377.770209 + Penalty 2115.349970 = -45262.420240
  nChanged 36
		SP:Iteration 4F (4893.250000 sec): 3 clusters
  Score: Raw -47434.666793 + Penalty 2115.349970 = -45319.316823
  nChanged 25
		SP:Iteration 5Q (4893.380000 sec): 3 clusters
  Score: Raw -47481.353480 + Penalty 2115.349970 = -45366.003510
  nChanged 21
		SP:Iteration 6Q (4893.580000 sec): 3 clusters
  Score: Raw -47507.550732 + Penalty 2115.349970 = -45392.200763
  nChanged 10
		SP:Iteration 7Q (4893.770000 sec): 3 clusters
  Score: Raw -47522.721215 + Penalty 2115.349970 = -45407.371246
  nChanged 8
		SP:Iteration 8Q (4893.940000 sec): 3 clusters
  Score: Raw -47535.769356 + Penalty 2115.349970 = -45420.419387
  nChanged 3
		SP:Iteration 9Q (4894.090000 sec): 3 clusters
  Score: Raw -47538.744491 + Penalty 2115.349970 = -45423.394522
  nChanged 2
		SP:Iteration 10Q (4894.230000 sec): 3 clusters
  Score: Raw -47540.566363 + Penalty 2115.349970 = -45425.216394
  nChanged 3
		SP:Iteration 11Q (4894.480000 sec): 3 clusters
  Score: Raw -47543.539197 + Penalty 2115.349970 = -45428.189228
  nChanged 1
		SP:Iteration 12Q (4894.630000 sec): 3 clusters
  Score: Raw -47544.190320 + Penalty 2115.349970 = -45428.840351
  nChanged 2
		SP:Iteration 13Q (4894.820000 sec): 3 clusters
  Score: Raw -47545.286657 + Penalty 2115.349970 = -45429.936688
  nChanged 0
		SP:Iteration 14F (4895.050000 sec): 3 clusters
  Score: Raw -47545.286657 + Penalty 2115.349970 = -45429.936688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4895.140000 sec): 2 clusters
  Score: Raw -164593.988812 + Penalty 1249.001374 = -163344.987437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4895.340000 sec): 3 clusters
  Score: Raw -163695.326424 + Penalty 2498.002749 = -161197.323676
  nChanged 807
		SP:Iteration 1F (4895.520000 sec): 3 clusters
  Score: Raw -164224.489062 + Penalty 2498.002749 = -161726.486313
  nChanged 175
		SP:Iteration 2F (4895.730000 sec): 3 clusters
  Score: Raw -164363.062804 + Penalty 2498.002749 = -161865.060055
  nChanged 106
		SP:Iteration 3Q (4895.880000 sec): 3 clusters
  Score: Raw -164443.520019 + Penalty 2498.002749 = -161945.517270
  nChanged 84
		SP:Iteration 4Q (4896.030000 sec): 3 clusters
  Score: Raw -164504.762979 + Penalty 2498.002749 = -162006.760231
  nChanged 76
		SP:Iteration 5Q (4896.230000 sec): 3 clusters
  Score: Raw -164556.763654 + Penalty 2498.002749 = -162058.760905
  nChanged 75
		SP:Iteration 6Q (4896.470000 sec): 3 clusters
  Score: Raw -164611.765243 + Penalty 2498.002749 = -162113.762494
  nChanged 82
		SP:Iteration 7Q (4896.650000 sec): 3 clusters
  Score: Raw -164671.961104 + Penalty 2498.002749 = -162173.958355
  nChanged 80
		SP:Iteration 8Q (4896.880000 sec): 3 clusters
  Score: Raw -164731.022467 + Penalty 2498.002749 = -162233.019719
  nChanged 70
		SP:Iteration 9Q (4897.020000 sec): 3 clusters
  Score: Raw -164776.759402 + Penalty 2498.002749 = -162278.756654
  nChanged 52
		SP:Iteration 10Q (4897.180000 sec): 3 clusters
  Score: Raw -164815.084630 + Penalty 2498.002749 = -162317.081882
  nChanged 44
		SP:Iteration 11Q (4897.390000 sec): 3 clusters
  Score: Raw -164847.615960 + Penalty 2498.002749 = -162349.613211
  nChanged 37
		SP:Iteration 12Q (4897.560000 sec): 3 clusters
  Score: Raw -164871.626994 + Penalty 2498.002749 = -162373.624245
  nChanged 30
		SP:Iteration 13Q (4897.760000 sec): 3 clusters
  Score: Raw -164889.053717 + Penalty 2498.002749 = -162391.050969
  nChanged 21
		SP:Iteration 14Q (4897.920000 sec): 3 clusters
  Score: Raw -164901.980539 + Penalty 2498.002749 = -162403.977790
  nChanged 14
		SP:Iteration 15Q (4898.130000 sec): 3 clusters
  Score: Raw -164909.399398 + Penalty 2498.002749 = -162411.396649
  nChanged 5
		SP:Iteration 16Q (4898.320000 sec): 3 clusters
  Score: Raw -164910.925295 + Penalty 2498.002749 = -162412.922547
  nChanged 1
		SP:Iteration 17Q (4898.510000 sec): 3 clusters
  Score: Raw -164911.354360 + Penalty 2498.002749 = -162413.351611
  nChanged 3
		SP:Iteration 18Q (4898.670000 sec): 3 clusters
  Score: Raw -164912.136871 + Penalty 2498.002749 = -162414.134123
  nChanged 4
		SP:Iteration 19Q (4898.850000 sec): 3 clusters
  Score: Raw -164913.564214 + Penalty 2498.002749 = -162415.561465
  nChanged 5
		SP:Iteration 20F (4899.080000 sec): 3 clusters
  Score: Raw -164916.218133 + Penalty 2498.002749 = -162418.215384
  nChanged 8
		SP:Iteration 21Q (4899.220000 sec): 3 clusters
  Score: Raw -164920.569614 + Penalty 2498.002749 = -162422.566866
  nChanged 8
		SP:Iteration 22Q (4899.410000 sec): 3 clusters
  Score: Raw -164923.766821 + Penalty 2498.002749 = -162425.764073
  nChanged 2
		SP:Iteration 23Q (4899.610000 sec): 3 clusters
  Score: Raw -164924.865433 + Penalty 2498.002749 = -162426.862684
  nChanged 3
		SP:Iteration 24Q (4899.830000 sec): 3 clusters
  Score: Raw -164925.604251 + Penalty 2498.002749 = -162427.601503
  nChanged 1
		SP:Iteration 25Q (4900.020000 sec): 3 clusters
  Score: Raw -164926.238814 + Penalty 2498.002749 = -162428.236065
  nChanged 2
		SP:Iteration 26Q (4900.180000 sec): 3 clusters
  Score: Raw -164927.426587 + Penalty 2498.002749 = -162429.423839
  nChanged 1
		SP:Iteration 27Q (4900.350000 sec): 3 clusters
  Score: Raw -164927.610683 + Penalty 2498.002749 = -162429.607935
  nChanged 0
		SP:Iteration 28F (4900.510000 sec): 3 clusters
  Score: Raw -164927.610683 + Penalty 2498.002749 = -162429.607935
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4900.560000 sec): 2 clusters
  Score: Raw -11180.207793 + Penalty 850.055150 = -10330.152643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4900.780000 sec): 3 clusters
  Score: Raw -11310.854753 + Penalty 1700.110300 = -9610.744453
  nChanged 34
		SP:Iteration 1F (4900.970000 sec): 3 clusters
  Score: Raw -11438.904678 + Penalty 1700.110300 = -9738.794378
  nChanged 11
		SP:Iteration 2F (4901.150000 sec): 3 clusters
  Score: Raw -11521.257800 + Penalty 1700.110300 = -9821.147500
  nChanged 2
		SP:Iteration 3Q (4901.330000 sec): 3 clusters
  Score: Raw -11544.170396 + Penalty 1700.110300 = -9844.060096
  nChanged 3
		SP:Iteration 4Q (4901.490000 sec): 3 clusters
  Score: Raw -11558.317432 + Penalty 1700.110300 = -9858.207132
  nChanged 1
		SP:Iteration 5Q (4901.660000 sec): 3 clusters
  Score: Raw -11562.534203 + Penalty 1700.110300 = -9862.423902
  nChanged 0
		SP:Iteration 6F (4901.860000 sec): 3 clusters
  Score: Raw -11562.534203 + Penalty 1700.110300 = -9862.423902
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4901.950000 sec): 2 clusters
  Score: Raw -225303.027399 + Penalty 1286.658845 = -224016.368554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4902.130000 sec): 3 clusters
  Score: Raw -224048.410971 + Penalty 2573.317691 = -221475.093281
  nChanged 1008
		SP:Iteration 1F (4902.320000 sec): 3 clusters
  Score: Raw -224609.069394 + Penalty 2573.317691 = -222035.751703
  nChanged 220
		SP:Iteration 2F (4902.530000 sec): 3 clusters
  Score: Raw -224745.309429 + Penalty 2573.317691 = -222171.991739
  nChanged 155
		SP:Iteration 3F (4902.700000 sec): 3 clusters
  Score: Raw -224851.714775 + Penalty 2573.317691 = -222278.397085
  nChanged 125
		SP:Iteration 4Q (4902.910000 sec): 3 clusters
  Score: Raw -224932.644138 + Penalty 2573.317691 = -222359.326447
  nChanged 95
		SP:Iteration 5Q (4903.090000 sec): 3 clusters
  Score: Raw -224996.072297 + Penalty 2573.317691 = -222422.754607
  nChanged 91
		SP:Iteration 6Q (4903.240000 sec): 3 clusters
  Score: Raw -225050.956663 + Penalty 2573.317691 = -222477.638972
  nChanged 76
		SP:Iteration 7Q (4903.410000 sec): 3 clusters
  Score: Raw -225094.977134 + Penalty 2573.317691 = -222521.659443
  nChanged 87
		SP:Iteration 8Q (4903.550000 sec): 3 clusters
  Score: Raw -225149.378394 + Penalty 2573.317691 = -222576.060703
  nChanged 94
		SP:Iteration 9Q (4903.680000 sec): 3 clusters
  Score: Raw -225223.460324 + Penalty 2573.317691 = -222650.142634
  nChanged 89
		SP:Iteration 10Q (4903.860000 sec): 3 clusters
  Score: Raw -225291.703846 + Penalty 2573.317691 = -222718.386156
  nChanged 93
		SP:Iteration 11Q (4904.030000 sec): 3 clusters
  Score: Raw -225357.825858 + Penalty 2573.317691 = -222784.508167
  nChanged 70
		SP:Iteration 12Q (4904.250000 sec): 3 clusters
  Score: Raw -225400.059049 + Penalty 2573.317691 = -222826.741358
  nChanged 47
		SP:Iteration 13Q (4904.430000 sec): 3 clusters
  Score: Raw -225422.379714 + Penalty 2573.317691 = -222849.062023
  nChanged 42
		SP:Iteration 14Q (4904.610000 sec): 3 clusters
  Score: Raw -225446.012543 + Penalty 2573.317691 = -222872.694853
  nChanged 33
		SP:Iteration 15Q (4904.770000 sec): 3 clusters
  Score: Raw -225461.234608 + Penalty 2573.317691 = -222887.916917
  nChanged 25
		SP:Iteration 16Q (4904.980000 sec): 3 clusters
  Score: Raw -225473.752321 + Penalty 2573.317691 = -222900.434630
  nChanged 20
		SP:Iteration 17Q (4905.150000 sec): 3 clusters
  Score: Raw -225481.569259 + Penalty 2573.317691 = -222908.251568
  nChanged 16
		SP:Iteration 18Q (4905.330000 sec): 3 clusters
  Score: Raw -225491.077900 + Penalty 2573.317691 = -222917.760210
  nChanged 18
		SP:Iteration 19Q (4905.490000 sec): 3 clusters
  Score: Raw -225501.053675 + Penalty 2573.317691 = -222927.735984
  nChanged 20
		SP:Iteration 20F (4905.690000 sec): 3 clusters
  Score: Raw -225511.442383 + Penalty 2573.317691 = -222938.124692
  nChanged 17
		SP:Iteration 21Q (4905.920000 sec): 3 clusters
  Score: Raw -225520.565366 + Penalty 2573.317691 = -222947.247676
  nChanged 16
		SP:Iteration 22Q (4906.100000 sec): 3 clusters
  Score: Raw -225528.085377 + Penalty 2573.317691 = -222954.767687
  nChanged 12
		SP:Iteration 23Q (4906.290000 sec): 3 clusters
  Score: Raw -225534.154110 + Penalty 2573.317691 = -222960.836420
  nChanged 9
		SP:Iteration 24Q (4906.450000 sec): 3 clusters
  Score: Raw -225537.807998 + Penalty 2573.317691 = -222964.490307
  nChanged 12
		SP:Iteration 25Q (4906.620000 sec): 3 clusters
  Score: Raw -225541.987182 + Penalty 2573.317691 = -222968.669491
  nChanged 5
		SP:Iteration 26Q (4906.820000 sec): 3 clusters
  Score: Raw -225544.861472 + Penalty 2573.317691 = -222971.543782
  nChanged 6
		SP:Iteration 27Q (4907.050000 sec): 3 clusters
  Score: Raw -225547.593815 + Penalty 2573.317691 = -222974.276125
  nChanged 5
		SP:Iteration 28Q (4907.230000 sec): 3 clusters
  Score: Raw -225549.771779 + Penalty 2573.317691 = -222976.454089
  nChanged 7
		SP:Iteration 29Q (4907.460000 sec): 3 clusters
  Score: Raw -225552.983169 + Penalty 2573.317691 = -222979.665479
  nChanged 5
		SP:Iteration 30Q (4907.650000 sec): 3 clusters
  Score: Raw -225554.008122 + Penalty 2573.317691 = -222980.690432
  nChanged 2
		SP:Iteration 31Q (4907.810000 sec): 3 clusters
  Score: Raw -225554.338906 + Penalty 2573.317691 = -222981.021215
  nChanged 2
		SP:Iteration 32Q (4908.030000 sec): 3 clusters
  Score: Raw -225555.052086 + Penalty 2573.317691 = -222981.734395
  nChanged 0
		SP:Iteration 33F (4908.210000 sec): 3 clusters
  Score: Raw -225555.052086 + Penalty 2573.317691 = -222981.734395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4908.330000 sec): 2 clusters
  Score: Raw -376007.218254 + Penalty 1400.973114 = -374606.245140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4908.540000 sec): 3 clusters
  Score: Raw -373209.265753 + Penalty 2801.946228 = -370407.319524
  nChanged 2293
		SP:Iteration 1F (4908.750000 sec): 3 clusters
  Score: Raw -374967.796583 + Penalty 2801.946228 = -372165.850354
  nChanged 557
		SP:Iteration 2F (4908.970000 sec): 3 clusters
  Score: Raw -375601.248892 + Penalty 2801.946228 = -372799.302664
  nChanged 414
		SP:Iteration 3F (4909.150000 sec): 3 clusters
  Score: Raw -375992.121212 + Penalty 2801.946228 = -373190.174984
  nChanged 338
		SP:Iteration 4F (4909.330000 sec): 3 clusters
  Score: Raw -376222.982878 + Penalty 2801.946228 = -373421.036650
  nChanged 265
		SP:Iteration 5Q (4909.500000 sec): 3 clusters
  Score: Raw -376401.009485 + Penalty 2801.946228 = -373599.063257
  nChanged 209
		SP:Iteration 6Q (4909.700000 sec): 3 clusters
  Score: Raw -376556.422971 + Penalty 2801.946228 = -373754.476743
  nChanged 192
		SP:Iteration 7Q (4909.910000 sec): 3 clusters
  Score: Raw -376708.451434 + Penalty 2801.946228 = -373906.505206
  nChanged 186
		SP:Iteration 8Q (4910.060000 sec): 3 clusters
  Score: Raw -376834.004292 + Penalty 2801.946228 = -374032.058064
  nChanged 138
		SP:Iteration 9Q (4910.270000 sec): 3 clusters
  Score: Raw -376914.311744 + Penalty 2801.946228 = -374112.365515
  nChanged 114
		SP:Iteration 10Q (4910.480000 sec): 3 clusters
  Score: Raw -376963.859284 + Penalty 2801.946228 = -374161.913056
  nChanged 71
		SP:Iteration 11Q (4910.680000 sec): 3 clusters
  Score: Raw -376990.633602 + Penalty 2801.946228 = -374188.687373
  nChanged 50
		SP:Iteration 12Q (4910.950000 sec): 3 clusters
  Score: Raw -377006.285379 + Penalty 2801.946228 = -374204.339151
  nChanged 39
		SP:Iteration 13Q (4911.120000 sec): 3 clusters
  Score: Raw -377018.884188 + Penalty 2801.946228 = -374216.937959
  nChanged 27
		SP:Iteration 14Q (4911.320000 sec): 3 clusters
  Score: Raw -377026.342385 + Penalty 2801.946228 = -374224.396156
  nChanged 26
		SP:Iteration 15Q (4911.510000 sec): 3 clusters
  Score: Raw -377032.963721 + Penalty 2801.946228 = -374231.017492
  nChanged 31
		SP:Iteration 16Q (4911.720000 sec): 3 clusters
  Score: Raw -377040.476682 + Penalty 2801.946228 = -374238.530454
  nChanged 21
		SP:Iteration 17Q (4911.960000 sec): 3 clusters
  Score: Raw -377046.218957 + Penalty 2801.946228 = -374244.272728
  nChanged 14
		SP:Iteration 18Q (4912.170000 sec): 3 clusters
  Score: Raw -377049.828647 + Penalty 2801.946228 = -374247.882418
  nChanged 21
		SP:Iteration 19Q (4912.360000 sec): 3 clusters
  Score: Raw -377056.195399 + Penalty 2801.946228 = -374254.249171
  nChanged 17
		SP:Iteration 20F (4912.570000 sec): 3 clusters
  Score: Raw -377060.486526 + Penalty 2801.946228 = -374258.540297
  nChanged 21
		SP:Iteration 21Q (4912.790000 sec): 3 clusters
  Score: Raw -377066.629752 + Penalty 2801.946228 = -374264.683523
  nChanged 15
		SP:Iteration 22Q (4913.020000 sec): 3 clusters
  Score: Raw -377070.872435 + Penalty 2801.946228 = -374268.926207
  nChanged 17
		SP:Iteration 23Q (4913.290000 sec): 3 clusters
  Score: Raw -377074.685773 + Penalty 2801.946228 = -374272.739545
  nChanged 16
		SP:Iteration 24Q (4913.470000 sec): 3 clusters
  Score: Raw -377078.905128 + Penalty 2801.946228 = -374276.958900
  nChanged 17
		SP:Iteration 25Q (4913.700000 sec): 3 clusters
  Score: Raw -377083.131776 + Penalty 2801.946228 = -374281.185547
  nChanged 13
		SP:Iteration 26Q (4913.900000 sec): 3 clusters
  Score: Raw -377086.168072 + Penalty 2801.946228 = -374284.221844
  nChanged 11
		SP:Iteration 27Q (4914.140000 sec): 3 clusters
  Score: Raw -377088.855684 + Penalty 2801.946228 = -374286.909456
  nChanged 7
		SP:Iteration 28Q (4914.320000 sec): 3 clusters
  Score: Raw -377090.177485 + Penalty 2801.946228 = -374288.231256
  nChanged 6
		SP:Iteration 29Q (4914.550000 sec): 3 clusters
  Score: Raw -377091.311478 + Penalty 2801.946228 = -374289.365250
  nChanged 7
		SP:Iteration 30Q (4914.760000 sec): 3 clusters
  Score: Raw -377092.679380 + Penalty 2801.946228 = -374290.733152
  nChanged 8
		SP:Iteration 31Q (4914.980000 sec): 3 clusters
  Score: Raw -377095.732860 + Penalty 2801.946228 = -374293.786632
  nChanged 11
		SP:Iteration 32Q (4915.150000 sec): 3 clusters
  Score: Raw -377098.186340 + Penalty 2801.946228 = -374296.240112
  nChanged 9
		SP:Iteration 33Q (4915.370000 sec): 3 clusters
  Score: Raw -377100.925825 + Penalty 2801.946228 = -374298.979597
  nChanged 7
		SP:Iteration 34Q (4915.570000 sec): 3 clusters
  Score: Raw -377102.830533 + Penalty 2801.946228 = -374300.884305
  nChanged 7
		SP:Iteration 35Q (4915.780000 sec): 3 clusters
  Score: Raw -377104.307120 + Penalty 2801.946228 = -374302.360892
  nChanged 11
		SP:Iteration 36Q (4916.000000 sec): 3 clusters
  Score: Raw -377106.516406 + Penalty 2801.946228 = -374304.570178
  nChanged 9
		SP:Iteration 37Q (4916.190000 sec): 3 clusters
  Score: Raw -377109.045369 + Penalty 2801.946228 = -374307.099141
  nChanged 8
		SP:Iteration 38Q (4916.390000 sec): 3 clusters
  Score: Raw -377111.223294 + Penalty 2801.946228 = -374309.277066
  nChanged 16
		SP:Iteration 39Q (4916.590000 sec): 3 clusters
  Score: Raw -377115.776744 + Penalty 2801.946228 = -374313.830515
  nChanged 14
		SP:Iteration 40F (4916.770000 sec): 3 clusters
  Score: Raw -377118.329577 + Penalty 2801.946228 = -374316.383349
  nChanged 10
		SP:Iteration 41Q (4917.010000 sec): 3 clusters
  Score: Raw -377120.371905 + Penalty 2801.946228 = -374318.425676
  nChanged 8
		SP:Iteration 42Q (4917.230000 sec): 3 clusters
  Score: Raw -377122.003494 + Penalty 2801.946228 = -374320.057266
  nChanged 8
		SP:Iteration 43Q (4917.420000 sec): 3 clusters
  Score: Raw -377123.023043 + Penalty 2801.946228 = -374321.076815
  nChanged 4
		SP:Iteration 44Q (4917.620000 sec): 3 clusters
  Score: Raw -377123.599680 + Penalty 2801.946228 = -374321.653451
  nChanged 0
		SP:Iteration 45F (4917.840000 sec): 3 clusters
  Score: Raw -377123.599680 + Penalty 2801.946228 = -374321.653451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4917.910000 sec): 2 clusters
  Score: Raw -124701.996811 + Penalty 1221.243493 = -123480.753318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4918.110000 sec): 3 clusters
  Score: Raw -123968.365590 + Penalty 2442.486986 = -121525.878604
  nChanged 638
		SP:Iteration 1F (4918.310000 sec): 3 clusters
  Score: Raw -124519.451538 + Penalty 2442.486986 = -122076.964553
  nChanged 169
		SP:Iteration 2F (4918.500000 sec): 3 clusters
  Score: Raw -124723.208117 + Penalty 2442.486986 = -122280.721132
  nChanged 133
		SP:Iteration 3F (4918.690000 sec): 3 clusters
  Score: Raw -124873.491800 + Penalty 2442.486986 = -122431.004815
  nChanged 93
		SP:Iteration 4F (4918.880000 sec): 3 clusters
  Score: Raw -124957.394962 + Penalty 2442.486986 = -122514.907976
  nChanged 80
		SP:Iteration 5Q (4919.070000 sec): 3 clusters
  Score: Raw -125007.452824 + Penalty 2442.486986 = -122564.965838
  nChanged 45
		SP:Iteration 6Q (4919.250000 sec): 3 clusters
  Score: Raw -125043.463308 + Penalty 2442.486986 = -122600.976322
  nChanged 51
		SP:Iteration 7Q (4919.430000 sec): 3 clusters
  Score: Raw -125078.561756 + Penalty 2442.486986 = -122636.074770
  nChanged 38
		SP:Iteration 8Q (4919.580000 sec): 3 clusters
  Score: Raw -125107.124979 + Penalty 2442.486986 = -122664.637994
  nChanged 34
		SP:Iteration 9Q (4919.810000 sec): 3 clusters
  Score: Raw -125135.016989 + Penalty 2442.486986 = -122692.530004
  nChanged 28
		SP:Iteration 10Q (4919.950000 sec): 3 clusters
  Score: Raw -125153.208012 + Penalty 2442.486986 = -122710.721026
  nChanged 19
		SP:Iteration 11Q (4920.140000 sec): 3 clusters
  Score: Raw -125165.044251 + Penalty 2442.486986 = -122722.557265
  nChanged 12
		SP:Iteration 12Q (4920.310000 sec): 3 clusters
  Score: Raw -125172.290834 + Penalty 2442.486986 = -122729.803849
  nChanged 11
		SP:Iteration 13Q (4920.490000 sec): 3 clusters
  Score: Raw -125181.848672 + Penalty 2442.486986 = -122739.361686
  nChanged 9
		SP:Iteration 14Q (4920.660000 sec): 3 clusters
  Score: Raw -125192.718753 + Penalty 2442.486986 = -122750.231768
  nChanged 8
		SP:Iteration 15Q (4920.870000 sec): 3 clusters
  Score: Raw -125200.996225 + Penalty 2442.486986 = -122758.509240
  nChanged 8
		SP:Iteration 16Q (4921.050000 sec): 3 clusters
  Score: Raw -125205.063820 + Penalty 2442.486986 = -122762.576834
  nChanged 5
		SP:Iteration 17Q (4921.230000 sec): 3 clusters
  Score: Raw -125208.609420 + Penalty 2442.486986 = -122766.122435
  nChanged 5
		SP:Iteration 18Q (4921.380000 sec): 3 clusters
  Score: Raw -125211.192296 + Penalty 2442.486986 = -122768.705311
  nChanged 3
		SP:Iteration 19Q (4921.600000 sec): 3 clusters
  Score: Raw -125212.407226 + Penalty 2442.486986 = -122769.920240
  nChanged 2
		SP:Iteration 20F (4921.770000 sec): 3 clusters
  Score: Raw -125213.774973 + Penalty 2442.486986 = -122771.287988
  nChanged 2
		SP:Iteration 21Q (4921.940000 sec): 3 clusters
  Score: Raw -125215.135836 + Penalty 2442.486986 = -122772.648851
  nChanged 1
		SP:Iteration 22Q (4922.110000 sec): 3 clusters
  Score: Raw -125215.596636 + Penalty 2442.486986 = -122773.109651
  nChanged 1
		SP:Iteration 23Q (4922.270000 sec): 3 clusters
  Score: Raw -125216.417632 + Penalty 2442.486986 = -122773.930646
  nChanged 2
		SP:Iteration 24Q (4922.430000 sec): 3 clusters
  Score: Raw -125217.203105 + Penalty 2442.486986 = -122774.716120
  nChanged 1
		SP:Iteration 25Q (4922.630000 sec): 3 clusters
  Score: Raw -125217.548150 + Penalty 2442.486986 = -122775.061164
  nChanged 1
		SP:Iteration 26Q (4922.810000 sec): 3 clusters
  Score: Raw -125217.990377 + Penalty 2442.486986 = -122775.503391
  nChanged 0
		SP:Iteration 27F (4922.990000 sec): 3 clusters
  Score: Raw -125217.990377 + Penalty 2442.486986 = -122775.503391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4923.090000 sec): 2 clusters
  Score: Raw -187555.607194 + Penalty 1262.798401 = -186292.808792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4923.290000 sec): 3 clusters
  Score: Raw -186540.431637 + Penalty 2525.596803 = -184014.834834
  nChanged 869
		SP:Iteration 1F (4923.460000 sec): 3 clusters
  Score: Raw -187225.303603 + Penalty 2525.596803 = -184699.706800
  nChanged 243
		SP:Iteration 2F (4923.650000 sec): 3 clusters
  Score: Raw -187487.689289 + Penalty 2525.596803 = -184962.092486
  nChanged 156
		SP:Iteration 3F (4923.830000 sec): 3 clusters
  Score: Raw -187637.295389 + Penalty 2525.596803 = -185111.698586
  nChanged 133
		SP:Iteration 4F (4923.990000 sec): 3 clusters
  Score: Raw -187778.220770 + Penalty 2525.596803 = -185252.623967
  nChanged 114
		SP:Iteration 5Q (4924.140000 sec): 3 clusters
  Score: Raw -187931.236394 + Penalty 2525.596803 = -185405.639591
  nChanged 121
		SP:Iteration 6F (4924.320000 sec): 3 clusters
  Score: Raw -188147.102716 + Penalty 2525.596803 = -185621.505913
  nChanged 117
		SP:Iteration 7Q (4924.510000 sec): 3 clusters
  Score: Raw -188344.175175 + Penalty 2525.596803 = -185818.578372
  nChanged 94
		SP:Iteration 8Q (4924.670000 sec): 3 clusters
  Score: Raw -188464.826664 + Penalty 2525.596803 = -185939.229862
  nChanged 63
		SP:Iteration 9Q (4924.860000 sec): 3 clusters
  Score: Raw -188535.184199 + Penalty 2525.596803 = -186009.587396
  nChanged 55
		SP:Iteration 10Q (4925.080000 sec): 3 clusters
  Score: Raw -188588.326519 + Penalty 2525.596803 = -186062.729716
  nChanged 39
		SP:Iteration 11Q (4925.220000 sec): 3 clusters
  Score: Raw -188616.298867 + Penalty 2525.596803 = -186090.702064
  nChanged 24
		SP:Iteration 12Q (4925.420000 sec): 3 clusters
  Score: Raw -188634.669766 + Penalty 2525.596803 = -186109.072963
  nChanged 27
		SP:Iteration 13Q (4925.610000 sec): 3 clusters
  Score: Raw -188652.228563 + Penalty 2525.596803 = -186126.631760
  nChanged 21
		SP:Iteration 14Q (4925.800000 sec): 3 clusters
  Score: Raw -188670.346492 + Penalty 2525.596803 = -186144.749689
  nChanged 27
		SP:Iteration 15Q (4925.980000 sec): 3 clusters
  Score: Raw -188701.801194 + Penalty 2525.596803 = -186176.204391
  nChanged 40
		SP:Iteration 16Q (4926.160000 sec): 3 clusters
  Score: Raw -188772.694181 + Penalty 2525.596803 = -186247.097378
  nChanged 44
		SP:Iteration 17Q (4926.340000 sec): 3 clusters
  Score: Raw -188913.976759 + Penalty 2525.596803 = -186388.379956
  nChanged 61
		SP:Iteration 18Q (4926.520000 sec): 3 clusters
  Score: Raw -189218.608299 + Penalty 2525.596803 = -186693.011496
  nChanged 43
		SP:Iteration 19Q (4926.690000 sec): 3 clusters
  Score: Raw -189322.076366 + Penalty 2525.596803 = -186796.479563
  nChanged 17
		SP:Iteration 20F (4926.900000 sec): 3 clusters
  Score: Raw -189368.411322 + Penalty 2525.596803 = -186842.814519
  nChanged 16
		SP:Iteration 21Q (4927.070000 sec): 3 clusters
  Score: Raw -189410.938067 + Penalty 2525.596803 = -186885.341264
  nChanged 9
		SP:Iteration 22Q (4927.260000 sec): 3 clusters
  Score: Raw -189422.938215 + Penalty 2525.596803 = -186897.341412
  nChanged 5
		SP:Iteration 23Q (4927.410000 sec): 3 clusters
  Score: Raw -189425.655453 + Penalty 2525.596803 = -186900.058650
  nChanged 2
		SP:Iteration 24Q (4927.590000 sec): 3 clusters
  Score: Raw -189429.632052 + Penalty 2525.596803 = -186904.035249
  nChanged 1
		SP:Iteration 25Q (4927.780000 sec): 3 clusters
  Score: Raw -189430.871483 + Penalty 2525.596803 = -186905.274680
  nChanged 0
		SP:Iteration 26F (4927.950000 sec): 3 clusters
  Score: Raw -189430.871483 + Penalty 2525.596803 = -186905.274680
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4928.050000 sec): 2 clusters
  Score: Raw -117888.142554 + Penalty 1183.336969 = -116704.805585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4928.220000 sec): 3 clusters
  Score: Raw -117357.625630 + Penalty 2366.673939 = -114990.951691
  nChanged 467
		SP:Iteration 1F (4928.420000 sec): 3 clusters
  Score: Raw -117748.583039 + Penalty 2366.673939 = -115381.909100
  nChanged 125
		SP:Iteration 2F (4928.610000 sec): 3 clusters
  Score: Raw -117886.866246 + Penalty 2366.673939 = -115520.192307
  nChanged 81
		SP:Iteration 3F (4928.780000 sec): 3 clusters
  Score: Raw -117970.645046 + Penalty 2366.673939 = -115603.971107
  nChanged 65
		SP:Iteration 4Q (4928.950000 sec): 3 clusters
  Score: Raw -118060.624251 + Penalty 2366.673939 = -115693.950312
  nChanged 57
		SP:Iteration 5Q (4929.140000 sec): 3 clusters
  Score: Raw -118128.299198 + Penalty 2366.673939 = -115761.625259
  nChanged 54
		SP:Iteration 6Q (4929.340000 sec): 3 clusters
  Score: Raw -118187.707080 + Penalty 2366.673939 = -115821.033141
  nChanged 39
		SP:Iteration 7Q (4929.500000 sec): 3 clusters
  Score: Raw -118225.829047 + Penalty 2366.673939 = -115859.155108
  nChanged 35
		SP:Iteration 8Q (4929.690000 sec): 3 clusters
  Score: Raw -118265.086172 + Penalty 2366.673939 = -115898.412233
  nChanged 34
		SP:Iteration 9Q (4929.880000 sec): 3 clusters
  Score: Raw -118304.487519 + Penalty 2366.673939 = -115937.813581
  nChanged 37
		SP:Iteration 10Q (4930.070000 sec): 3 clusters
  Score: Raw -118345.258994 + Penalty 2366.673939 = -115978.585055
  nChanged 34
		SP:Iteration 11Q (4930.230000 sec): 3 clusters
  Score: Raw -118386.370344 + Penalty 2366.673939 = -116019.696406
  nChanged 31
		SP:Iteration 12Q (4930.380000 sec): 3 clusters
  Score: Raw -118417.679914 + Penalty 2366.673939 = -116051.005975
  nChanged 31
		SP:Iteration 13Q (4930.580000 sec): 3 clusters
  Score: Raw -118459.037031 + Penalty 2366.673939 = -116092.363092
  nChanged 33
		SP:Iteration 14Q (4930.760000 sec): 3 clusters
  Score: Raw -118511.125163 + Penalty 2366.673939 = -116144.451224
  nChanged 29
		SP:Iteration 15Q (4930.960000 sec): 3 clusters
  Score: Raw -118566.203819 + Penalty 2366.673939 = -116199.529881
  nChanged 31
		SP:Iteration 16Q (4931.150000 sec): 3 clusters
  Score: Raw -118604.000937 + Penalty 2366.673939 = -116237.326998
  nChanged 18
		SP:Iteration 17Q (4931.320000 sec): 3 clusters
  Score: Raw -118623.062908 + Penalty 2366.673939 = -116256.388969
  nChanged 18
		SP:Iteration 18Q (4931.520000 sec): 3 clusters
  Score: Raw -118636.560782 + Penalty 2366.673939 = -116269.886843
  nChanged 7
		SP:Iteration 19Q (4931.740000 sec): 3 clusters
  Score: Raw -118642.822907 + Penalty 2366.673939 = -116276.148969
  nChanged 6
		SP:Iteration 20F (4931.880000 sec): 3 clusters
  Score: Raw -118650.051079 + Penalty 2366.673939 = -116283.377140
  nChanged 5
		SP:Iteration 21Q (4932.080000 sec): 3 clusters
  Score: Raw -118653.297009 + Penalty 2366.673939 = -116286.623070
  nChanged 1
		SP:Iteration 22Q (4932.270000 sec): 3 clusters
  Score: Raw -118653.935831 + Penalty 2366.673939 = -116287.261892
  nChanged 2
		SP:Iteration 23Q (4932.460000 sec): 3 clusters
  Score: Raw -118656.895194 + Penalty 2366.673939 = -116290.221255
  nChanged 3
		SP:Iteration 24Q (4932.620000 sec): 3 clusters
  Score: Raw -118659.257382 + Penalty 2366.673939 = -116292.583443
  nChanged 1
		SP:Iteration 25Q (4932.810000 sec): 3 clusters
  Score: Raw -118660.047484 + Penalty 2366.673939 = -116293.373545
  nChanged 1
		SP:Iteration 26Q (4933.030000 sec): 3 clusters
  Score: Raw -118661.183597 + Penalty 2366.673939 = -116294.509658
  nChanged 2
		SP:Iteration 27Q (4933.240000 sec): 3 clusters
  Score: Raw -118662.297936 + Penalty 2366.673939 = -116295.623997
  nChanged 1
		SP:Iteration 28Q (4933.390000 sec): 3 clusters
  Score: Raw -118664.508229 + Penalty 2366.673939 = -116297.834290
  nChanged 3
		SP:Iteration 29Q (4933.630000 sec): 3 clusters
  Score: Raw -118667.212013 + Penalty 2366.673939 = -116300.538074
  nChanged 2
		SP:Iteration 30Q (4933.810000 sec): 3 clusters
  Score: Raw -118668.466238 + Penalty 2366.673939 = -116301.792299
  nChanged 1
		SP:Iteration 31Q (4933.960000 sec): 3 clusters
  Score: Raw -118668.836613 + Penalty 2366.673939 = -116302.162674
  nChanged 0
		SP:Iteration 32F (4934.200000 sec): 3 clusters
  Score: Raw -118668.836613 + Penalty 2366.673939 = -116302.162674
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4934.260000 sec): 2 clusters
  Score: Raw -163257.034148 + Penalty 1240.265183 = -162016.768965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4934.470000 sec): 3 clusters
  Score: Raw -162403.657784 + Penalty 2480.530366 = -159923.127418
  nChanged 726
		SP:Iteration 1F (4934.670000 sec): 3 clusters
  Score: Raw -162928.532667 + Penalty 2480.530366 = -160448.002301
  nChanged 184
		SP:Iteration 2F (4934.870000 sec): 3 clusters
  Score: Raw -163070.774987 + Penalty 2480.530366 = -160590.244621
  nChanged 93
		SP:Iteration 3Q (4935.060000 sec): 3 clusters
  Score: Raw -163131.173655 + Penalty 2480.530366 = -160650.643289
  nChanged 73
		SP:Iteration 4Q (4935.260000 sec): 3 clusters
  Score: Raw -163193.570454 + Penalty 2480.530366 = -160713.040088
  nChanged 53
		SP:Iteration 5Q (4935.480000 sec): 3 clusters
  Score: Raw -163248.191961 + Penalty 2480.530366 = -160767.661595
  nChanged 53
		SP:Iteration 6Q (4935.690000 sec): 3 clusters
  Score: Raw -163287.696827 + Penalty 2480.530366 = -160807.166461
  nChanged 47
		SP:Iteration 7Q (4935.890000 sec): 3 clusters
  Score: Raw -163317.137475 + Penalty 2480.530366 = -160836.607109
  nChanged 43
		SP:Iteration 8Q (4936.040000 sec): 3 clusters
  Score: Raw -163346.656754 + Penalty 2480.530366 = -160866.126388
  nChanged 39
		SP:Iteration 9Q (4936.270000 sec): 3 clusters
  Score: Raw -163371.894964 + Penalty 2480.530366 = -160891.364598
  nChanged 39
		SP:Iteration 10Q (4936.430000 sec): 3 clusters
  Score: Raw -163391.949710 + Penalty 2480.530366 = -160911.419344
  nChanged 28
		SP:Iteration 11Q (4936.620000 sec): 3 clusters
  Score: Raw -163408.615218 + Penalty 2480.530366 = -160928.084851
  nChanged 17
		SP:Iteration 12Q (4936.810000 sec): 3 clusters
  Score: Raw -163423.124572 + Penalty 2480.530366 = -160942.594205
  nChanged 33
		SP:Iteration 13Q (4937.020000 sec): 3 clusters
  Score: Raw -163446.328004 + Penalty 2480.530366 = -160965.797637
  nChanged 26
		SP:Iteration 14Q (4937.200000 sec): 3 clusters
  Score: Raw -163462.809011 + Penalty 2480.530366 = -160982.278645
  nChanged 23
		SP:Iteration 15Q (4937.390000 sec): 3 clusters
  Score: Raw -163475.936954 + Penalty 2480.530366 = -160995.406588
  nChanged 17
		SP:Iteration 16Q (4937.560000 sec): 3 clusters
  Score: Raw -163486.029652 + Penalty 2480.530366 = -161005.499286
  nChanged 14
		SP:Iteration 17Q (4937.750000 sec): 3 clusters
  Score: Raw -163496.507720 + Penalty 2480.530366 = -161015.977353
  nChanged 22
		SP:Iteration 18Q (4937.920000 sec): 3 clusters
  Score: Raw -163511.393992 + Penalty 2480.530366 = -161030.863626
  nChanged 26
		SP:Iteration 19Q (4938.140000 sec): 3 clusters
  Score: Raw -163544.996530 + Penalty 2480.530366 = -161064.466164
  nChanged 45
		SP:Iteration 20F (4938.310000 sec): 3 clusters
  Score: Raw -163594.510361 + Penalty 2480.530366 = -161113.979995
  nChanged 52
		SP:Iteration 21Q (4938.480000 sec): 3 clusters
  Score: Raw -163642.598159 + Penalty 2480.530366 = -161162.067793
  nChanged 47
		SP:Iteration 22Q (4938.660000 sec): 3 clusters
  Score: Raw -163690.699775 + Penalty 2480.530366 = -161210.169409
  nChanged 35
		SP:Iteration 23Q (4938.830000 sec): 3 clusters
  Score: Raw -163718.397158 + Penalty 2480.530366 = -161237.866792
  nChanged 31
		SP:Iteration 24Q (4938.990000 sec): 3 clusters
  Score: Raw -163737.633157 + Penalty 2480.530366 = -161257.102791
  nChanged 25
		SP:Iteration 25Q (4939.190000 sec): 3 clusters
  Score: Raw -163756.550786 + Penalty 2480.530366 = -161276.020420
  nChanged 21
		SP:Iteration 26Q (4939.390000 sec): 3 clusters
  Score: Raw -163770.086104 + Penalty 2480.530366 = -161289.555738
  nChanged 16
		SP:Iteration 27Q (4939.560000 sec): 3 clusters
  Score: Raw -163778.264985 + Penalty 2480.530366 = -161297.734618
  nChanged 11
		SP:Iteration 28Q (4939.750000 sec): 3 clusters
  Score: Raw -163783.409457 + Penalty 2480.530366 = -161302.879091
  nChanged 12
		SP:Iteration 29Q (4939.940000 sec): 3 clusters
  Score: Raw -163788.090198 + Penalty 2480.530366 = -161307.559832
  nChanged 5
		SP:Iteration 30Q (4940.190000 sec): 3 clusters
  Score: Raw -163789.223768 + Penalty 2480.530366 = -161308.693402
  nChanged 3
		SP:Iteration 31Q (4940.390000 sec): 3 clusters
  Score: Raw -163789.961861 + Penalty 2480.530366 = -161309.431495
  nChanged 6
		SP:Iteration 32Q (4940.570000 sec): 3 clusters
  Score: Raw -163791.192787 + Penalty 2480.530366 = -161310.662420
  nChanged 6
		SP:Iteration 33Q (4940.810000 sec): 3 clusters
  Score: Raw -163795.115416 + Penalty 2480.530366 = -161314.585050
  nChanged 10
		SP:Iteration 34Q (4941.030000 sec): 3 clusters
  Score: Raw -163799.180530 + Penalty 2480.530366 = -161318.650164
  nChanged 8
		SP:Iteration 35Q (4941.190000 sec): 3 clusters
  Score: Raw -163804.112969 + Penalty 2480.530366 = -161323.582603
  nChanged 8
		SP:Iteration 36Q (4941.400000 sec): 3 clusters
  Score: Raw -163809.105752 + Penalty 2480.530366 = -161328.575386
  nChanged 10
		SP:Iteration 37Q (4941.560000 sec): 3 clusters
  Score: Raw -163814.353637 + Penalty 2480.530366 = -161333.823271
  nChanged 12
		SP:Iteration 38Q (4941.750000 sec): 3 clusters
  Score: Raw -163819.736408 + Penalty 2480.530366 = -161339.206042
  nChanged 16
		SP:Iteration 39Q (4941.950000 sec): 3 clusters
  Score: Raw -163828.603367 + Penalty 2480.530366 = -161348.073001
  nChanged 10
		SP:Iteration 40F (4942.130000 sec): 3 clusters
  Score: Raw -163832.265430 + Penalty 2480.530366 = -161351.735063
  nChanged 5
		SP:Iteration 41Q (4942.340000 sec): 3 clusters
  Score: Raw -163834.391485 + Penalty 2480.530366 = -161353.861119
  nChanged 7
		SP:Iteration 42Q (4942.550000 sec): 3 clusters
  Score: Raw -163837.330838 + Penalty 2480.530366 = -161356.800472
  nChanged 5
		SP:Iteration 43Q (4942.710000 sec): 3 clusters
  Score: Raw -163839.757902 + Penalty 2480.530366 = -161359.227536
  nChanged 7
		SP:Iteration 44Q (4942.920000 sec): 3 clusters
  Score: Raw -163842.721984 + Penalty 2480.530366 = -161362.191617
  nChanged 6
		SP:Iteration 45Q (4943.090000 sec): 3 clusters
  Score: Raw -163847.923091 + Penalty 2480.530366 = -161367.392725
  nChanged 8
		SP:Iteration 46Q (4943.300000 sec): 3 clusters
  Score: Raw -163852.804130 + Penalty 2480.530366 = -161372.273764
  nChanged 11
		SP:Iteration 47Q (4943.470000 sec): 3 clusters
  Score: Raw -163858.085175 + Penalty 2480.530366 = -161377.554809
  nChanged 11
		SP:Iteration 48Q (4943.650000 sec): 3 clusters
  Score: Raw -163862.379565 + Penalty 2480.530366 = -161381.849199
  nChanged 9
		SP:Iteration 49Q (4943.810000 sec): 3 clusters
  Score: Raw -163866.451442 + Penalty 2480.530366 = -161385.921075
  nChanged 9
		SP:Iteration 50Q (4944.020000 sec): 3 clusters
  Score: Raw -163874.032100 + Penalty 2480.530366 = -161393.501734
  nChanged 9
		SP:Iteration 51Q (4944.190000 sec): 3 clusters
  Score: Raw -163878.965418 + Penalty 2480.530366 = -161398.435052
  nChanged 7
		SP:Iteration 52Q (4944.380000 sec): 3 clusters
  Score: Raw -163884.804231 + Penalty 2480.530366 = -161404.273865
  nChanged 6
		SP:Iteration 53Q (4944.530000 sec): 3 clusters
  Score: Raw -163889.477721 + Penalty 2480.530366 = -161408.947355
  nChanged 11
		SP:Iteration 54Q (4944.760000 sec): 3 clusters
  Score: Raw -163896.655805 + Penalty 2480.530366 = -161416.125439
  nChanged 10
		SP:Iteration 55Q (4944.930000 sec): 3 clusters
  Score: Raw -163905.644683 + Penalty 2480.530366 = -161425.114317
  nChanged 9
		SP:Iteration 56Q (4945.070000 sec): 3 clusters
  Score: Raw -163911.558938 + Penalty 2480.530366 = -161431.028572
  nChanged 7
		SP:Iteration 57Q (4945.250000 sec): 3 clusters
  Score: Raw -163916.258650 + Penalty 2480.530366 = -161435.728284
  nChanged 6
		SP:Iteration 58Q (4945.440000 sec): 3 clusters
  Score: Raw -163923.503767 + Penalty 2480.530366 = -161442.973401
  nChanged 6
		SP:Iteration 59Q (4945.590000 sec): 3 clusters
  Score: Raw -163928.252866 + Penalty 2480.530366 = -161447.722499
  nChanged 5
		SP:Iteration 60F (4945.780000 sec): 3 clusters
  Score: Raw -163931.307106 + Penalty 2480.530366 = -161450.776739
  nChanged 3
		SP:Iteration 61Q (4945.920000 sec): 3 clusters
  Score: Raw -163933.655154 + Penalty 2480.530366 = -161453.124787
  nChanged 4
		SP:Iteration 62Q (4946.100000 sec): 3 clusters
  Score: Raw -163937.819405 + Penalty 2480.530366 = -161457.289039
  nChanged 7
		SP:Iteration 63Q (4946.290000 sec): 3 clusters
  Score: Raw -163942.848941 + Penalty 2480.530366 = -161462.318575
  nChanged 4
		SP:Iteration 64Q (4946.520000 sec): 3 clusters
  Score: Raw -163945.422159 + Penalty 2480.530366 = -161464.891792
  nChanged 7
		SP:Iteration 65Q (4946.700000 sec): 3 clusters
  Score: Raw -163949.639017 + Penalty 2480.530366 = -161469.108651
  nChanged 3
		SP:Iteration 66Q (4946.850000 sec): 3 clusters
  Score: Raw -163951.474543 + Penalty 2480.530366 = -161470.944177
  nChanged 1
		SP:Iteration 67Q (4947.060000 sec): 3 clusters
  Score: Raw -163951.865596 + Penalty 2480.530366 = -161471.335230
  nChanged 1
		SP:Iteration 68Q (4947.200000 sec): 3 clusters
  Score: Raw -163952.304586 + Penalty 2480.530366 = -161471.774220
  nChanged 0
		SP:Iteration 69F (4947.370000 sec): 3 clusters
  Score: Raw -163952.304586 + Penalty 2480.530366 = -161471.774220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4947.480000 sec): 2 clusters
  Score: Raw -86562.606312 + Penalty 1155.753210 = -85406.853102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4947.700000 sec): 3 clusters
  Score: Raw -86163.263100 + Penalty 2311.506420 = -83851.756680
  nChanged 396
		SP:Iteration 1F (4947.870000 sec): 3 clusters
  Score: Raw -86548.003805 + Penalty 2311.506420 = -84236.497385
  nChanged 117
		SP:Iteration 2F (4948.070000 sec): 3 clusters
  Score: Raw -86715.766950 + Penalty 2311.506420 = -84404.260530
  nChanged 66
		SP:Iteration 3F (4948.250000 sec): 3 clusters
  Score: Raw -86805.524040 + Penalty 2311.506420 = -84494.017620
  nChanged 55
		SP:Iteration 4Q (4948.430000 sec): 3 clusters
  Score: Raw -86885.018530 + Penalty 2311.506420 = -84573.512111
  nChanged 36
		SP:Iteration 5Q (4948.620000 sec): 3 clusters
  Score: Raw -86921.744919 + Penalty 2311.506420 = -84610.238500
  nChanged 22
		SP:Iteration 6Q (4948.800000 sec): 3 clusters
  Score: Raw -86944.833246 + Penalty 2311.506420 = -84633.326827
  nChanged 12
		SP:Iteration 7Q (4948.990000 sec): 3 clusters
  Score: Raw -86954.063631 + Penalty 2311.506420 = -84642.557211
  nChanged 6
		SP:Iteration 8Q (4949.180000 sec): 3 clusters
  Score: Raw -86957.753900 + Penalty 2311.506420 = -84646.247481
  nChanged 5
		SP:Iteration 9Q (4949.320000 sec): 3 clusters
  Score: Raw -86959.606589 + Penalty 2311.506420 = -84648.100170
  nChanged 1
		SP:Iteration 10Q (4949.530000 sec): 3 clusters
  Score: Raw -86960.277841 + Penalty 2311.506420 = -84648.771422
  nChanged 2
		SP:Iteration 11Q (4949.700000 sec): 3 clusters
  Score: Raw -86962.422753 + Penalty 2311.506420 = -84650.916333
  nChanged 2
		SP:Iteration 12Q (4949.900000 sec): 3 clusters
  Score: Raw -86963.908454 + Penalty 2311.506420 = -84652.402034
  nChanged 1
		SP:Iteration 13Q (4950.050000 sec): 3 clusters
  Score: Raw -86964.176507 + Penalty 2311.506420 = -84652.670088
  nChanged 0
		SP:Iteration 14F (4950.210000 sec): 3 clusters
  Score: Raw -86964.176507 + Penalty 2311.506420 = -84652.670088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4950.290000 sec): 2 clusters
  Score: Raw -184488.033116 + Penalty 1245.761063 = -183242.272053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4950.510000 sec): 3 clusters
  Score: Raw -183534.459728 + Penalty 2491.522126 = -181042.937603
  nChanged 821
		SP:Iteration 1F (4950.650000 sec): 3 clusters
  Score: Raw -184038.763762 + Penalty 2491.522126 = -181547.241636
  nChanged 159
		SP:Iteration 2F (4950.830000 sec): 3 clusters
  Score: Raw -184158.544844 + Penalty 2491.522126 = -181667.022718
  nChanged 115
		SP:Iteration 3F (4950.990000 sec): 3 clusters
  Score: Raw -184251.260759 + Penalty 2491.522126 = -181759.738633
  nChanged 119
		SP:Iteration 4F (4951.150000 sec): 3 clusters
  Score: Raw -184370.623751 + Penalty 2491.522126 = -181879.101625
  nChanged 130
		SP:Iteration 5F (4951.360000 sec): 3 clusters
  Score: Raw -184521.284561 + Penalty 2491.522126 = -182029.762435
  nChanged 150
		SP:Iteration 6F (4951.610000 sec): 3 clusters
  Score: Raw -184704.246106 + Penalty 2491.522126 = -182212.723980
  nChanged 136
		SP:Iteration 7F (4951.790000 sec): 3 clusters
  Score: Raw -184884.136865 + Penalty 2491.522126 = -182392.614739
  nChanged 110
		SP:Iteration 8F (4951.950000 sec): 3 clusters
  Score: Raw -185036.432442 + Penalty 2491.522126 = -182544.910316
  nChanged 78
		SP:Iteration 9Q (4952.140000 sec): 3 clusters
  Score: Raw -185125.356483 + Penalty 2491.522126 = -182633.834358
  nChanged 59
		SP:Iteration 10Q (4952.300000 sec): 3 clusters
  Score: Raw -185199.497870 + Penalty 2491.522126 = -182707.975744
  nChanged 54
		SP:Iteration 11Q (4952.460000 sec): 3 clusters
  Score: Raw -185252.918302 + Penalty 2491.522126 = -182761.396176
  nChanged 36
		SP:Iteration 12Q (4952.680000 sec): 3 clusters
  Score: Raw -185282.793029 + Penalty 2491.522126 = -182791.270904
  nChanged 23
		SP:Iteration 13Q (4952.870000 sec): 3 clusters
  Score: Raw -185304.986131 + Penalty 2491.522126 = -182813.464005
  nChanged 19
		SP:Iteration 14Q (4953.050000 sec): 3 clusters
  Score: Raw -185320.923332 + Penalty 2491.522126 = -182829.401206
  nChanged 19
		SP:Iteration 15Q (4953.230000 sec): 3 clusters
  Score: Raw -185332.216079 + Penalty 2491.522126 = -182840.693953
  nChanged 14
		SP:Iteration 16Q (4953.470000 sec): 3 clusters
  Score: Raw -185340.084191 + Penalty 2491.522126 = -182848.562065
  nChanged 5
		SP:Iteration 17Q (4953.670000 sec): 3 clusters
  Score: Raw -185343.123614 + Penalty 2491.522126 = -182851.601489
  nChanged 3
		SP:Iteration 18Q (4953.850000 sec): 3 clusters
  Score: Raw -185344.472570 + Penalty 2491.522126 = -182852.950445
  nChanged 3
		SP:Iteration 19Q (4954.030000 sec): 3 clusters
  Score: Raw -185345.505847 + Penalty 2491.522126 = -182853.983721
  nChanged 2
		SP:Iteration 20F (4954.220000 sec): 3 clusters
  Score: Raw -185347.054254 + Penalty 2491.522126 = -182855.532128
  nChanged 3
		SP:Iteration 21Q (4954.420000 sec): 3 clusters
  Score: Raw -185348.634579 + Penalty 2491.522126 = -182857.112453
  nChanged 0
		SP:Iteration 22F (4954.610000 sec): 3 clusters
  Score: Raw -185348.634579 + Penalty 2491.522126 = -182857.112453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4954.710000 sec): 2 clusters
  Score: Raw -9150.293232 + Penalty 810.945295 = -8339.347937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4954.830000 sec): 3 clusters
  Score: Raw -9314.895325 + Penalty 1621.890591 = -7693.004734
  nChanged 21
		SP:Iteration 1F (4955.070000 sec): 3 clusters
  Score: Raw -9391.181792 + Penalty 1621.890591 = -7769.291201
  nChanged 4
		SP:Iteration 2Q (4955.200000 sec): 3 clusters
  Score: Raw -9434.304401 + Penalty 1621.890591 = -7812.413810
  nChanged 5
		SP:Iteration 3Q (4955.380000 sec): 3 clusters
  Score: Raw -9447.870268 + Penalty 1621.890591 = -7825.979677
  nChanged 5
		SP:Iteration 4Q (4955.580000 sec): 3 clusters
  Score: Raw -9461.728863 + Penalty 1621.890591 = -7839.838273
  nChanged 3
		SP:Iteration 5Q (4955.820000 sec): 3 clusters
  Score: Raw -9483.903203 + Penalty 1621.890591 = -7862.012612
  nChanged 1
		SP:Iteration 6Q (4955.990000 sec): 3 clusters
  Score: Raw -9489.287821 + Penalty 1621.890591 = -7867.397230
  nChanged 1
		SP:Iteration 7Q (4956.150000 sec): 3 clusters
  Score: Raw -9494.466115 + Penalty 1621.890591 = -7872.575524
  nChanged 1
		SP:Iteration 8Q (4956.350000 sec): 3 clusters
  Score: Raw -9500.993870 + Penalty 1621.890591 = -7879.103280
  nChanged 0
		SP:Iteration 9F (4956.500000 sec): 3 clusters
  Score: Raw -9500.993870 + Penalty 1621.890591 = -7879.103280
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4956.570000 sec): 2 clusters
  Score: Raw -179517.996292 + Penalty 1251.665368 = -178266.330924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4956.790000 sec): 3 clusters
  Score: Raw -178541.937391 + Penalty 2503.330737 = -176038.606654
  nChanged 759
		SP:Iteration 1F (4956.960000 sec): 3 clusters
  Score: Raw -179018.119266 + Penalty 2503.330737 = -176514.788529
  nChanged 164
		SP:Iteration 2F (4957.130000 sec): 3 clusters
  Score: Raw -179129.756130 + Penalty 2503.330737 = -176626.425393
  nChanged 111
		SP:Iteration 3F (4957.360000 sec): 3 clusters
  Score: Raw -179207.536896 + Penalty 2503.330737 = -176704.206159
  nChanged 81
		SP:Iteration 4Q (4957.560000 sec): 3 clusters
  Score: Raw -179271.063943 + Penalty 2503.330737 = -176767.733206
  nChanged 73
		SP:Iteration 5Q (4957.710000 sec): 3 clusters
  Score: Raw -179330.366966 + Penalty 2503.330737 = -176827.036230
  nChanged 65
		SP:Iteration 6Q (4957.890000 sec): 3 clusters
  Score: Raw -179385.435126 + Penalty 2503.330737 = -176882.104390
  nChanged 65
		SP:Iteration 7Q (4958.080000 sec): 3 clusters
  Score: Raw -179438.331188 + Penalty 2503.330737 = -176935.000451
  nChanged 64
		SP:Iteration 8Q (4958.270000 sec): 3 clusters
  Score: Raw -179490.613855 + Penalty 2503.330737 = -176987.283118
  nChanged 63
		SP:Iteration 9Q (4958.480000 sec): 3 clusters
  Score: Raw -179543.549344 + Penalty 2503.330737 = -177040.218607
  nChanged 68
		SP:Iteration 10Q (4958.660000 sec): 3 clusters
  Score: Raw -179605.657633 + Penalty 2503.330737 = -177102.326896
  nChanged 60
		SP:Iteration 11Q (4958.840000 sec): 3 clusters
  Score: Raw -179662.444618 + Penalty 2503.330737 = -177159.113881
  nChanged 61
		SP:Iteration 12Q (4959.050000 sec): 3 clusters
  Score: Raw -179705.980854 + Penalty 2503.330737 = -177202.650117
  nChanged 57
		SP:Iteration 13Q (4959.200000 sec): 3 clusters
  Score: Raw -179741.162113 + Penalty 2503.330737 = -177237.831376
  nChanged 44
		SP:Iteration 14Q (4959.390000 sec): 3 clusters
  Score: Raw -179768.287476 + Penalty 2503.330737 = -177264.956739
  nChanged 29
		SP:Iteration 15Q (4959.560000 sec): 3 clusters
  Score: Raw -179781.496065 + Penalty 2503.330737 = -177278.165328
  nChanged 15
		SP:Iteration 16Q (4959.770000 sec): 3 clusters
  Score: Raw -179789.047456 + Penalty 2503.330737 = -177285.716719
  nChanged 14
		SP:Iteration 17Q (4959.980000 sec): 3 clusters
  Score: Raw -179798.232458 + Penalty 2503.330737 = -177294.901721
  nChanged 19
		SP:Iteration 18Q (4960.160000 sec): 3 clusters
  Score: Raw -179812.960964 + Penalty 2503.330737 = -177309.630227
  nChanged 19
		SP:Iteration 19Q (4960.360000 sec): 3 clusters
  Score: Raw -179821.394461 + Penalty 2503.330737 = -177318.063725
  nChanged 10
		SP:Iteration 20F (4960.490000 sec): 3 clusters
  Score: Raw -179826.181664 + Penalty 2503.330737 = -177322.850927
  nChanged 13
		SP:Iteration 21Q (4960.650000 sec): 3 clusters
  Score: Raw -179830.481603 + Penalty 2503.330737 = -177327.150866
  nChanged 9
		SP:Iteration 22Q (4960.800000 sec): 3 clusters
  Score: Raw -179834.099137 + Penalty 2503.330737 = -177330.768400
  nChanged 6
		SP:Iteration 23Q (4960.960000 sec): 3 clusters
  Score: Raw -179837.396196 + Penalty 2503.330737 = -177334.065459
  nChanged 8
		SP:Iteration 24Q (4961.110000 sec): 3 clusters
  Score: Raw -179842.149217 + Penalty 2503.330737 = -177338.818481
  nChanged 5
		SP:Iteration 25Q (4961.280000 sec): 3 clusters
  Score: Raw -179844.645322 + Penalty 2503.330737 = -177341.314585
  nChanged 3
		SP:Iteration 26Q (4961.510000 sec): 3 clusters
  Score: Raw -179846.713505 + Penalty 2503.330737 = -177343.382768
  nChanged 6
		SP:Iteration 27Q (4961.750000 sec): 3 clusters
  Score: Raw -179848.918557 + Penalty 2503.330737 = -177345.587820
  nChanged 3
		SP:Iteration 28Q (4961.920000 sec): 3 clusters
  Score: Raw -179850.413292 + Penalty 2503.330737 = -177347.082555
  nChanged 2
		SP:Iteration 29Q (4962.140000 sec): 3 clusters
  Score: Raw -179851.114951 + Penalty 2503.330737 = -177347.784215
  nChanged 2
		SP:Iteration 30Q (4962.320000 sec): 3 clusters
  Score: Raw -179851.853282 + Penalty 2503.330737 = -177348.522546
  nChanged 0
		SP:Iteration 31F (4962.490000 sec): 3 clusters
  Score: Raw -179851.853282 + Penalty 2503.330737 = -177348.522546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4962.570000 sec): 2 clusters
  Score: Raw -45073.630910 + Penalty 1028.579647 = -44045.051263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4962.790000 sec): 3 clusters
  Score: Raw -45004.302640 + Penalty 2057.159294 = -42947.143346
  nChanged 125
		SP:Iteration 1F (4962.960000 sec): 3 clusters
  Score: Raw -45159.109273 + Penalty 2057.159294 = -43101.949979
  nChanged 37
		SP:Iteration 2F (4963.120000 sec): 3 clusters
  Score: Raw -45227.815037 + Penalty 2057.159294 = -43170.655743
  nChanged 15
		SP:Iteration 3Q (4963.320000 sec): 3 clusters
  Score: Raw -45260.956092 + Penalty 2057.159294 = -43203.796798
  nChanged 11
		SP:Iteration 4Q (4963.490000 sec): 3 clusters
  Score: Raw -45282.522240 + Penalty 2057.159294 = -43225.362946
  nChanged 6
		SP:Iteration 5Q (4963.660000 sec): 3 clusters
  Score: Raw -45291.780427 + Penalty 2057.159294 = -43234.621133
  nChanged 8
		SP:Iteration 6Q (4963.820000 sec): 3 clusters
  Score: Raw -45299.477809 + Penalty 2057.159294 = -43242.318514
  nChanged 6
		SP:Iteration 7Q (4964.020000 sec): 3 clusters
  Score: Raw -45304.308842 + Penalty 2057.159294 = -43247.149548
  nChanged 8
		SP:Iteration 8Q (4964.220000 sec): 3 clusters
  Score: Raw -45324.740307 + Penalty 2057.159294 = -43267.581013
  nChanged 9
		SP:Iteration 9Q (4964.430000 sec): 3 clusters
  Score: Raw -45347.750278 + Penalty 2057.159294 = -43290.590984
  nChanged 5
		SP:Iteration 10Q (4964.590000 sec): 3 clusters
  Score: Raw -45358.632271 + Penalty 2057.159294 = -43301.472977
  nChanged 2
		SP:Iteration 11Q (4964.740000 sec): 3 clusters
  Score: Raw -45359.523681 + Penalty 2057.159294 = -43302.364386
  nChanged 1
		SP:Iteration 12Q (4964.920000 sec): 3 clusters
  Score: Raw -45360.386273 + Penalty 2057.159294 = -43303.226978
  nChanged 1
		SP:Iteration 13Q (4965.100000 sec): 3 clusters
  Score: Raw -45360.716294 + Penalty 2057.159294 = -43303.557000
  nChanged 0
		SP:Iteration 14F (4965.320000 sec): 3 clusters
  Score: Raw -45360.716294 + Penalty 2057.159294 = -43303.557000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.370000 sec): 2 clusters
  Score: Raw -43037.778823 + Penalty 1017.181988 = -42020.596835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4965.590000 sec): 3 clusters
  Score: Raw -42978.079576 + Penalty 2034.363976 = -40943.715600
  nChanged 103
		SP:Iteration 1F (4965.750000 sec): 3 clusters
  Score: Raw -43099.256772 + Penalty 2034.363976 = -41064.892796
  nChanged 29
		SP:Iteration 2F (4965.890000 sec): 3 clusters
  Score: Raw -43143.651037 + Penalty 2034.363976 = -41109.287061
  nChanged 14
		SP:Iteration 3Q (4966.110000 sec): 3 clusters
  Score: Raw -43169.621864 + Penalty 2034.363976 = -41135.257888
  nChanged 13
		SP:Iteration 4Q (4966.300000 sec): 3 clusters
  Score: Raw -43192.674350 + Penalty 2034.363976 = -41158.310374
  nChanged 20
		SP:Iteration 5Q (4966.440000 sec): 3 clusters
  Score: Raw -43225.751347 + Penalty 2034.363976 = -41191.387371
  nChanged 9
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -43237.840296 + Penalty 2034.363976 = -41203.476320
  nChanged 6
		SP:Iteration 7Q (4966.790000 sec): 3 clusters
  Score: Raw -43251.141490 + Penalty 2034.363976 = -41216.777515
  nChanged 5
		SP:Iteration 8Q (4966.970000 sec): 3 clusters
  Score: Raw -43257.545812 + Penalty 2034.363976 = -41223.181837
  nChanged 0
		SP:Iteration 9F (4967.190000 sec): 3 clusters
  Score: Raw -43257.545812 + Penalty 2034.363976 = -41223.181837
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4967.270000 sec): 2 clusters
  Score: Raw -238279.160701 + Penalty 1311.217266 = -236967.943435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4967.480000 sec): 3 clusters
  Score: Raw -236732.141066 + Penalty 2622.434532 = -234109.706534
  nChanged 1215
		SP:Iteration 1F (4967.650000 sec): 3 clusters
  Score: Raw -237409.073870 + Penalty 2622.434532 = -234786.639338
  nChanged 234
		SP:Iteration 2F (4967.850000 sec): 3 clusters
  Score: Raw -237551.211643 + Penalty 2622.434532 = -234928.777111
  nChanged 185
		SP:Iteration 3F (4968.030000 sec): 3 clusters
  Score: Raw -237687.565478 + Penalty 2622.434532 = -235065.130946
  nChanged 175
		SP:Iteration 4F (4968.210000 sec): 3 clusters
  Score: Raw -237826.600037 + Penalty 2622.434532 = -235204.165505
  nChanged 143
		SP:Iteration 5Q (4968.420000 sec): 3 clusters
  Score: Raw -237945.057143 + Penalty 2622.434532 = -235322.622611
  nChanged 136
		SP:Iteration 6Q (4968.610000 sec): 3 clusters
  Score: Raw -238056.838181 + Penalty 2622.434532 = -235434.403649
  nChanged 121
		SP:Iteration 7Q (4968.790000 sec): 3 clusters
  Score: Raw -238139.768896 + Penalty 2622.434532 = -235517.334364
  nChanged 99
		SP:Iteration 8Q (4969.030000 sec): 3 clusters
  Score: Raw -238218.656227 + Penalty 2622.434532 = -235596.221695
  nChanged 101
		SP:Iteration 9Q (4969.200000 sec): 3 clusters
  Score: Raw -238282.343582 + Penalty 2622.434532 = -235659.909050
  nChanged 64
		SP:Iteration 10Q (4969.400000 sec): 3 clusters
  Score: Raw -238324.096371 + Penalty 2622.434532 = -235701.661839
  nChanged 60
		SP:Iteration 11Q (4969.590000 sec): 3 clusters
  Score: Raw -238357.426210 + Penalty 2622.434532 = -235734.991678
  nChanged 48
		SP:Iteration 12Q (4969.820000 sec): 3 clusters
  Score: Raw -238382.380781 + Penalty 2622.434532 = -235759.946249
  nChanged 40
		SP:Iteration 13Q (4970.020000 sec): 3 clusters
  Score: Raw -238401.498792 + Penalty 2622.434532 = -235779.064260
  nChanged 37
		SP:Iteration 14Q (4970.210000 sec): 3 clusters
  Score: Raw -238421.655316 + Penalty 2622.434532 = -235799.220784
  nChanged 32
		SP:Iteration 15Q (4970.370000 sec): 3 clusters
  Score: Raw -238433.590192 + Penalty 2622.434532 = -235811.155660
  nChanged 22
		SP:Iteration 16Q (4970.610000 sec): 3 clusters
  Score: Raw -238445.640820 + Penalty 2622.434532 = -235823.206288
  nChanged 23
		SP:Iteration 17Q (4970.780000 sec): 3 clusters
  Score: Raw -238454.983036 + Penalty 2622.434532 = -235832.548504
  nChanged 20
		SP:Iteration 18Q (4971.010000 sec): 3 clusters
  Score: Raw -238462.599594 + Penalty 2622.434532 = -235840.165062
  nChanged 14
		SP:Iteration 19Q (4971.220000 sec): 3 clusters
  Score: Raw -238468.197642 + Penalty 2622.434532 = -235845.763110
  nChanged 12
		SP:Iteration 20F (4971.370000 sec): 3 clusters
  Score: Raw -238472.865613 + Penalty 2622.434532 = -235850.431081
  nChanged 12
		SP:Iteration 21Q (4971.560000 sec): 3 clusters
  Score: Raw -238477.376491 + Penalty 2622.434532 = -235854.941959
  nChanged 9
		SP:Iteration 22Q (4971.760000 sec): 3 clusters
  Score: Raw -238480.476641 + Penalty 2622.434532 = -235858.042109
  nChanged 9
		SP:Iteration 23Q (4971.940000 sec): 3 clusters
  Score: Raw -238482.982685 + Penalty 2622.434532 = -235860.548154
  nChanged 4
		SP:Iteration 24Q (4972.190000 sec): 3 clusters
  Score: Raw -238484.630843 + Penalty 2622.434532 = -235862.196311
  nChanged 8
		SP:Iteration 25Q (4972.330000 sec): 3 clusters
  Score: Raw -238488.373191 + Penalty 2622.434532 = -235865.938659
  nChanged 16
		SP:Iteration 26Q (4972.560000 sec): 3 clusters
  Score: Raw -238495.156629 + Penalty 2622.434532 = -235872.722098
  nChanged 20
		SP:Iteration 27Q (4972.750000 sec): 3 clusters
  Score: Raw -238504.753907 + Penalty 2622.434532 = -235882.319375
  nChanged 25
		SP:Iteration 28Q (4972.920000 sec): 3 clusters
  Score: Raw -238516.783997 + Penalty 2622.434532 = -235894.349466
  nChanged 21
		SP:Iteration 29Q (4973.090000 sec): 3 clusters
  Score: Raw -238526.724677 + Penalty 2622.434532 = -235904.290145
  nChanged 14
		SP:Iteration 30Q (4973.250000 sec): 3 clusters
  Score: Raw -238532.071971 + Penalty 2622.434532 = -235909.637440
  nChanged 11
		SP:Iteration 31Q (4973.450000 sec): 3 clusters
  Score: Raw -238537.304441 + Penalty 2622.434532 = -235914.869909
  nChanged 12
		SP:Iteration 32Q (4973.660000 sec): 3 clusters
  Score: Raw -238540.871165 + Penalty 2622.434532 = -235918.436633
  nChanged 8
		SP:Iteration 33Q (4973.850000 sec): 3 clusters
  Score: Raw -238543.551542 + Penalty 2622.434532 = -235921.117010
  nChanged 9
		SP:Iteration 34Q (4974.020000 sec): 3 clusters
  Score: Raw -238547.593602 + Penalty 2622.434532 = -235925.159070
  nChanged 5
		SP:Iteration 35Q (4974.200000 sec): 3 clusters
  Score: Raw -238551.448972 + Penalty 2622.434532 = -235929.014440
  nChanged 13
		SP:Iteration 36Q (4974.370000 sec): 3 clusters
  Score: Raw -238556.177946 + Penalty 2622.434532 = -235933.743414
  nChanged 9
		SP:Iteration 37Q (4974.530000 sec): 3 clusters
  Score: Raw -238561.351585 + Penalty 2622.434532 = -235938.917053
  nChanged 10
		SP:Iteration 38Q (4974.750000 sec): 3 clusters
  Score: Raw -238567.188076 + Penalty 2622.434532 = -235944.753544
  nChanged 15
		SP:Iteration 39Q (4974.940000 sec): 3 clusters
  Score: Raw -238574.324077 + Penalty 2622.434532 = -235951.889545
  nChanged 9
		SP:Iteration 40F (4975.170000 sec): 3 clusters
  Score: Raw -238577.660770 + Penalty 2622.434532 = -235955.226238
  nChanged 8
		SP:Iteration 41Q (4975.370000 sec): 3 clusters
  Score: Raw -238581.882000 + Penalty 2622.434532 = -235959.447468
  nChanged 11
		SP:Iteration 42Q (4975.610000 sec): 3 clusters
  Score: Raw -238588.369623 + Penalty 2622.434532 = -235965.935091
  nChanged 8
		SP:Iteration 43Q (4975.830000 sec): 3 clusters
  Score: Raw -238592.073934 + Penalty 2622.434532 = -235969.639402
  nChanged 11
		SP:Iteration 44Q (4976.040000 sec): 3 clusters
  Score: Raw -238595.183928 + Penalty 2622.434532 = -235972.749396
  nChanged 8
		SP:Iteration 45Q (4976.220000 sec): 3 clusters
  Score: Raw -238598.822294 + Penalty 2622.434532 = -235976.387762
  nChanged 6
		SP:Iteration 46Q (4976.450000 sec): 3 clusters
  Score: Raw -238600.655693 + Penalty 2622.434532 = -235978.221161
  nChanged 3
		SP:Iteration 47Q (4976.590000 sec): 3 clusters
  Score: Raw -238601.606531 + Penalty 2622.434532 = -235979.171999
  nChanged 3
		SP:Iteration 48Q (4976.780000 sec): 3 clusters
  Score: Raw -238602.097760 + Penalty 2622.434532 = -235979.663228
  nChanged 1
		SP:Iteration 49Q (4976.960000 sec): 3 clusters
  Score: Raw -238602.425732 + Penalty 2622.434532 = -235979.991200
  nChanged 2
		SP:Iteration 50Q (4977.130000 sec): 3 clusters
  Score: Raw -238603.896741 + Penalty 2622.434532 = -235981.462209
  nChanged 2
		SP:Iteration 51Q (4977.330000 sec): 3 clusters
  Score: Raw -238604.761782 + Penalty 2622.434532 = -235982.327250
  nChanged 2
		SP:Iteration 52Q (4977.470000 sec): 3 clusters
  Score: Raw -238605.705164 + Penalty 2622.434532 = -235983.270632
  nChanged 2
		SP:Iteration 53Q (4977.660000 sec): 3 clusters
  Score: Raw -238606.281135 + Penalty 2622.434532 = -235983.846603
  nChanged 1
		SP:Iteration 54Q (4977.840000 sec): 3 clusters
  Score: Raw -238606.544515 + Penalty 2622.434532 = -235984.109983
  nChanged 2
		SP:Iteration 55Q (4978.020000 sec): 3 clusters
  Score: Raw -238607.268290 + Penalty 2622.434532 = -235984.833759
  nChanged 1
		SP:Iteration 56Q (4978.190000 sec): 3 clusters
  Score: Raw -238608.126985 + Penalty 2622.434532 = -235985.692454
  nChanged 1
		SP:Iteration 57Q (4978.390000 sec): 3 clusters
  Score: Raw -238608.502293 + Penalty 2622.434532 = -235986.067761
  nChanged 3
		SP:Iteration 58Q (4978.530000 sec): 3 clusters
  Score: Raw -238609.148058 + Penalty 2622.434532 = -235986.713526
  nChanged 1
		SP:Iteration 59Q (4978.750000 sec): 3 clusters
  Score: Raw -238609.549936 + Penalty 2622.434532 = -235987.115404
  nChanged 0
		SP:Iteration 60F (4978.930000 sec): 3 clusters
  Score: Raw -238609.549936 + Penalty 2622.434532 = -235987.115404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.040000 sec): 2 clusters
  Score: Raw -50038.828122 + Penalty 1097.623166 = -48941.204956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.220000 sec): 3 clusters
  Score: Raw -49875.631457 + Penalty 2195.246332 = -47680.385124
  nChanged 260
		SP:Iteration 1F (4979.420000 sec): 3 clusters
  Score: Raw -50222.752273 + Penalty 2195.246332 = -48027.505940
  nChanged 85
		SP:Iteration 2F (4979.620000 sec): 3 clusters
  Score: Raw -50380.461905 + Penalty 2195.246332 = -48185.215572
  nChanged 53
		SP:Iteration 3F (4979.780000 sec): 3 clusters
  Score: Raw -50507.560269 + Penalty 2195.246332 = -48312.313937
  nChanged 44
		SP:Iteration 4F (4979.930000 sec): 3 clusters
  Score: Raw -50573.675207 + Penalty 2195.246332 = -48378.428874
  nChanged 19
		SP:Iteration 5Q (4980.100000 sec): 3 clusters
  Score: Raw -50608.477752 + Penalty 2195.246332 = -48413.231420
  nChanged 23
		SP:Iteration 6Q (4980.290000 sec): 3 clusters
  Score: Raw -50648.983220 + Penalty 2195.246332 = -48453.736887
  nChanged 18
		SP:Iteration 7Q (4980.480000 sec): 3 clusters
  Score: Raw -50686.736026 + Penalty 2195.246332 = -48491.489694
  nChanged 14
		SP:Iteration 8Q (4980.640000 sec): 3 clusters
  Score: Raw -50701.883175 + Penalty 2195.246332 = -48506.636843
  nChanged 3
		SP:Iteration 9Q (4980.810000 sec): 3 clusters
  Score: Raw -50709.374883 + Penalty 2195.246332 = -48514.128551
  nChanged 4
		SP:Iteration 10Q (4981.000000 sec): 3 clusters
  Score: Raw -50721.307695 + Penalty 2195.246332 = -48526.061362
  nChanged 2
		SP:Iteration 11Q (4981.190000 sec): 3 clusters
  Score: Raw -50723.527735 + Penalty 2195.246332 = -48528.281403
  nChanged 2
		SP:Iteration 12Q (4981.430000 sec): 3 clusters
  Score: Raw -50724.328593 + Penalty 2195.246332 = -48529.082261
  nChanged 0
		SP:Iteration 13F (4981.580000 sec): 3 clusters
  Score: Raw -50724.328593 + Penalty 2195.246332 = -48529.082261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.700000 sec): 2 clusters
  Score: Raw -148639.899171 + Penalty 1220.177915 = -147419.721256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.910000 sec): 3 clusters
  Score: Raw -147886.953490 + Penalty 2440.355830 = -145446.597659
  nChanged 609
		SP:Iteration 1F (4982.120000 sec): 3 clusters
  Score: Raw -148368.598627 + Penalty 2440.355830 = -145928.242797
  nChanged 159
		SP:Iteration 2F (4982.230000 sec): 3 clusters
  Score: Raw -148545.106040 + Penalty 2440.355830 = -146104.750210
  nChanged 113
		SP:Iteration 3F (4982.390000 sec): 3 clusters
  Score: Raw -148666.262431 + Penalty 2440.355830 = -146225.906601
  nChanged 111
		SP:Iteration 4F (4982.580000 sec): 3 clusters
  Score: Raw -148758.569365 + Penalty 2440.355830 = -146318.213535
  nChanged 78
		SP:Iteration 5Q (4982.750000 sec): 3 clusters
  Score: Raw -148824.191732 + Penalty 2440.355830 = -146383.835902
  nChanged 58
		SP:Iteration 6Q (4982.950000 sec): 3 clusters
  Score: Raw -148877.922929 + Penalty 2440.355830 = -146437.567099
  nChanged 56
		SP:Iteration 7Q (4983.120000 sec): 3 clusters
  Score: Raw -148924.482743 + Penalty 2440.355830 = -146484.126912
  nChanged 36
		SP:Iteration 8Q (4983.350000 sec): 3 clusters
  Score: Raw -148956.829507 + Penalty 2440.355830 = -146516.473676
  nChanged 36
		SP:Iteration 9Q (4983.510000 sec): 3 clusters
  Score: Raw -148983.152299 + Penalty 2440.355830 = -146542.796469
  nChanged 28
		SP:Iteration 10Q (4983.730000 sec): 3 clusters
  Score: Raw -149009.377702 + Penalty 2440.355830 = -146569.021872
  nChanged 25
		SP:Iteration 11Q (4983.910000 sec): 3 clusters
  Score: Raw -149028.816775 + Penalty 2440.355830 = -146588.460945
  nChanged 19
		SP:Iteration 12Q (4984.050000 sec): 3 clusters
  Score: Raw -149044.480953 + Penalty 2440.355830 = -146604.125123
  nChanged 18
		SP:Iteration 13Q (4984.230000 sec): 3 clusters
  Score: Raw -149055.185169 + Penalty 2440.355830 = -146614.829338
  nChanged 11
		SP:Iteration 14Q (4984.430000 sec): 3 clusters
  Score: Raw -149063.611355 + Penalty 2440.355830 = -146623.255525
  nChanged 8
		SP:Iteration 15Q (4984.640000 sec): 3 clusters
  Score: Raw -149069.341376 + Penalty 2440.355830 = -146628.985546
  nChanged 6
		SP:Iteration 16Q (4984.870000 sec): 3 clusters
  Score: Raw -149072.488102 + Penalty 2440.355830 = -146632.132272
  nChanged 6
		SP:Iteration 17Q (4985.050000 sec): 3 clusters
  Score: Raw -149076.918395 + Penalty 2440.355830 = -146636.562565
  nChanged 6
		SP:Iteration 18Q (4985.200000 sec): 3 clusters
  Score: Raw -149083.610197 + Penalty 2440.355830 = -146643.254367
  nChanged 9
		SP:Iteration 19Q (4985.380000 sec): 3 clusters
  Score: Raw -149091.887796 + Penalty 2440.355830 = -146651.531966
  nChanged 10
		SP:Iteration 20F (4985.520000 sec): 3 clusters
  Score: Raw -149101.412640 + Penalty 2440.355830 = -146661.056809
  nChanged 8
		SP:Iteration 21Q (4985.690000 sec): 3 clusters
  Score: Raw -149107.409103 + Penalty 2440.355830 = -146667.053273
  nChanged 5
		SP:Iteration 22Q (4985.880000 sec): 3 clusters
  Score: Raw -149110.822886 + Penalty 2440.355830 = -146670.467056
  nChanged 5
		SP:Iteration 23Q (4986.080000 sec): 3 clusters
  Score: Raw -149114.496504 + Penalty 2440.355830 = -146674.140674
  nChanged 5
		SP:Iteration 24Q (4986.270000 sec): 3 clusters
  Score: Raw -149117.179967 + Penalty 2440.355830 = -146676.824136
  nChanged 4
		SP:Iteration 25Q (4986.410000 sec): 3 clusters
  Score: Raw -149119.425847 + Penalty 2440.355830 = -146679.070017
  nChanged 3
		SP:Iteration 26Q (4986.620000 sec): 3 clusters
  Score: Raw -149122.420409 + Penalty 2440.355830 = -146682.064578
  nChanged 2
		SP:Iteration 27Q (4986.770000 sec): 3 clusters
  Score: Raw -149124.717490 + Penalty 2440.355830 = -146684.361659
  nChanged 1
		SP:Iteration 28Q (4986.980000 sec): 3 clusters
  Score: Raw -149125.191991 + Penalty 2440.355830 = -146684.836161
  nChanged 0
		SP:Iteration 29F (4987.130000 sec): 3 clusters
  Score: Raw -149125.191991 + Penalty 2440.355830 = -146684.836161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.230000 sec): 2 clusters
  Score: Raw -156342.093482 + Penalty 1236.360852 = -155105.732630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.390000 sec): 3 clusters
  Score: Raw -155507.717891 + Penalty 2472.721704 = -153034.996186
  nChanged 707
		SP:Iteration 1F (4987.560000 sec): 3 clusters
  Score: Raw -155999.569704 + Penalty 2472.721704 = -153526.847999
  nChanged 165
		SP:Iteration 2F (4987.710000 sec): 3 clusters
  Score: Raw -156129.028203 + Penalty 2472.721704 = -153656.306499
  nChanged 98
		SP:Iteration 3Q (4987.910000 sec): 3 clusters
  Score: Raw -156209.818472 + Penalty 2472.721704 = -153737.096768
  nChanged 65
		SP:Iteration 4Q (4988.100000 sec): 3 clusters
  Score: Raw -156257.949776 + Penalty 2472.721704 = -153785.228071
  nChanged 63
		SP:Iteration 5Q (4988.280000 sec): 3 clusters
  Score: Raw -156298.032735 + Penalty 2472.721704 = -153825.311031
  nChanged 46
		SP:Iteration 6Q (4988.450000 sec): 3 clusters
  Score: Raw -156330.337322 + Penalty 2472.721704 = -153857.615618
  nChanged 47
		SP:Iteration 7Q (4988.670000 sec): 3 clusters
  Score: Raw -156365.052669 + Penalty 2472.721704 = -153892.330965
  nChanged 37
		SP:Iteration 8Q (4988.870000 sec): 3 clusters
  Score: Raw -156392.635491 + Penalty 2472.721704 = -153919.913787
  nChanged 37
		SP:Iteration 9Q (4989.030000 sec): 3 clusters
  Score: Raw -156416.521866 + Penalty 2472.721704 = -153943.800162
  nChanged 25
		SP:Iteration 10Q (4989.250000 sec): 3 clusters
  Score: Raw -156441.259539 + Penalty 2472.721704 = -153968.537835
  nChanged 30
		SP:Iteration 11Q (4989.410000 sec): 3 clusters
  Score: Raw -156465.228368 + Penalty 2472.721704 = -153992.506664
  nChanged 30
		SP:Iteration 12Q (4989.610000 sec): 3 clusters
  Score: Raw -156483.969937 + Penalty 2472.721704 = -154011.248233
  nChanged 26
		SP:Iteration 13Q (4989.810000 sec): 3 clusters
  Score: Raw -156501.061173 + Penalty 2472.721704 = -154028.339469
  nChanged 24
		SP:Iteration 14Q (4989.970000 sec): 3 clusters
  Score: Raw -156511.723269 + Penalty 2472.721704 = -154039.001565
  nChanged 12
		SP:Iteration 15Q (4990.200000 sec): 3 clusters
  Score: Raw -156518.165652 + Penalty 2472.721704 = -154045.443948
  nChanged 12
		SP:Iteration 16Q (4990.390000 sec): 3 clusters
  Score: Raw -156525.557967 + Penalty 2472.721704 = -154052.836263
  nChanged 9
		SP:Iteration 17Q (4990.570000 sec): 3 clusters
  Score: Raw -156530.092730 + Penalty 2472.721704 = -154057.371026
  nChanged 8
		SP:Iteration 18Q (4990.730000 sec): 3 clusters
  Score: Raw -156533.455355 + Penalty 2472.721704 = -154060.733651
  nChanged 4
		SP:Iteration 19Q (4990.930000 sec): 3 clusters
  Score: Raw -156534.787542 + Penalty 2472.721704 = -154062.065838
  nChanged 5
		SP:Iteration 20F (4991.140000 sec): 3 clusters
  Score: Raw -156536.833348 + Penalty 2472.721704 = -154064.111643
  nChanged 6
		SP:Iteration 21Q (4991.350000 sec): 3 clusters
  Score: Raw -156541.039621 + Penalty 2472.721704 = -154068.317917
  nChanged 6
		SP:Iteration 22Q (4991.590000 sec): 3 clusters
  Score: Raw -156543.349212 + Penalty 2472.721704 = -154070.627508
  nChanged 5
		SP:Iteration 23Q (4991.750000 sec): 3 clusters
  Score: Raw -156545.674550 + Penalty 2472.721704 = -154072.952846
  nChanged 3
		SP:Iteration 24Q (4991.980000 sec): 3 clusters
  Score: Raw -156546.551264 + Penalty 2472.721704 = -154073.829560
  nChanged 2
		SP:Iteration 25Q (4992.130000 sec): 3 clusters
  Score: Raw -156547.411319 + Penalty 2472.721704 = -154074.689615
  nChanged 8
		SP:Iteration 26Q (4992.340000 sec): 3 clusters
  Score: Raw -156552.178787 + Penalty 2472.721704 = -154079.457083
  nChanged 10
		SP:Iteration 27Q (4992.560000 sec): 3 clusters
  Score: Raw -156557.801197 + Penalty 2472.721704 = -154085.079493
  nChanged 12
		SP:Iteration 28Q (4992.760000 sec): 3 clusters
  Score: Raw -156565.369065 + Penalty 2472.721704 = -154092.647361
  nChanged 13
		SP:Iteration 29Q (4992.980000 sec): 3 clusters
  Score: Raw -156573.370683 + Penalty 2472.721704 = -154100.648979
  nChanged 11
		SP:Iteration 30Q (4993.180000 sec): 3 clusters
  Score: Raw -156577.733775 + Penalty 2472.721704 = -154105.012071
  nChanged 6
		SP:Iteration 31Q (4993.380000 sec): 3 clusters
  Score: Raw -156579.256662 + Penalty 2472.721704 = -154106.534958
  nChanged 8
		SP:Iteration 32Q (4993.610000 sec): 3 clusters
  Score: Raw -156581.982051 + Penalty 2472.721704 = -154109.260347
  nChanged 8
		SP:Iteration 33Q (4993.840000 sec): 3 clusters
  Score: Raw -156585.690932 + Penalty 2472.721704 = -154112.969228
  nChanged 4
		SP:Iteration 34Q (4993.990000 sec): 3 clusters
  Score: Raw -156589.230294 + Penalty 2472.721704 = -154116.508590
  nChanged 8
		SP:Iteration 35Q (4994.180000 sec): 3 clusters
  Score: Raw -156593.099307 + Penalty 2472.721704 = -154120.377603
  nChanged 10
		SP:Iteration 36Q (4994.380000 sec): 3 clusters
  Score: Raw -156597.306111 + Penalty 2472.721704 = -154124.584407
  nChanged 8
		SP:Iteration 37Q (4994.560000 sec): 3 clusters
  Score: Raw -156600.293123 + Penalty 2472.721704 = -154127.571419
  nChanged 5
		SP:Iteration 38Q (4994.760000 sec): 3 clusters
  Score: Raw -156603.877306 + Penalty 2472.721704 = -154131.155602
  nChanged 4
		SP:Iteration 39Q (4994.970000 sec): 3 clusters
  Score: Raw -156605.998430 + Penalty 2472.721704 = -154133.276726
  nChanged 7
		SP:Iteration 40F (4995.140000 sec): 3 clusters
  Score: Raw -156608.287777 + Penalty 2472.721704 = -154135.566073
  nChanged 6
		SP:Iteration 41Q (4995.340000 sec): 3 clusters
  Score: Raw -156610.133029 + Penalty 2472.721704 = -154137.411324
  nChanged 1
		SP:Iteration 42Q (4995.490000 sec): 3 clusters
  Score: Raw -156610.513894 + Penalty 2472.721704 = -154137.792190
  nChanged 0
		SP:Iteration 43F (4995.700000 sec): 3 clusters
  Score: Raw -156610.513894 + Penalty 2472.721704 = -154137.792190
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4995.770000 sec): 2 clusters
  Score: Raw -71298.626685 + Penalty 1118.062413 = -70180.564271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4995.930000 sec): 3 clusters
  Score: Raw -70984.368426 + Penalty 2236.124827 = -68748.243600
  nChanged 305
		SP:Iteration 1F (4996.090000 sec): 3 clusters
  Score: Raw -71263.669144 + Penalty 2236.124827 = -69027.544318
  nChanged 78
		SP:Iteration 2F (4996.270000 sec): 3 clusters
  Score: Raw -71347.844291 + Penalty 2236.124827 = -69111.719465
  nChanged 44
		SP:Iteration 3Q (4996.500000 sec): 3 clusters
  Score: Raw -71405.840818 + Penalty 2236.124827 = -69169.715992
  nChanged 33
		SP:Iteration 4Q (4996.710000 sec): 3 clusters
  Score: Raw -71441.769458 + Penalty 2236.124827 = -69205.644632
  nChanged 23
		SP:Iteration 5Q (4996.890000 sec): 3 clusters
  Score: Raw -71472.629663 + Penalty 2236.124827 = -69236.504836
  nChanged 18
		SP:Iteration 6Q (4997.120000 sec): 3 clusters
  Score: Raw -71499.842184 + Penalty 2236.124827 = -69263.717357
  nChanged 14
		SP:Iteration 7Q (4997.360000 sec): 3 clusters
  Score: Raw -71518.156851 + Penalty 2236.124827 = -69282.032024
  nChanged 12
		SP:Iteration 8Q (4997.560000 sec): 3 clusters
  Score: Raw -71536.516924 + Penalty 2236.124827 = -69300.392097
  nChanged 20
		SP:Iteration 9Q (4997.720000 sec): 3 clusters
  Score: Raw -71558.287657 + Penalty 2236.124827 = -69322.162830
  nChanged 16
		SP:Iteration 10Q (4997.920000 sec): 3 clusters
  Score: Raw -71570.862005 + Penalty 2236.124827 = -69334.737178
  nChanged 7
		SP:Iteration 11Q (4998.110000 sec): 3 clusters
  Score: Raw -71579.018326 + Penalty 2236.124827 = -69342.893499
  nChanged 2
		SP:Iteration 12Q (4998.290000 sec): 3 clusters
  Score: Raw -71581.999723 + Penalty 2236.124827 = -69345.874897
  nChanged 3
		SP:Iteration 13Q (4998.520000 sec): 3 clusters
  Score: Raw -71584.431267 + Penalty 2236.124827 = -69348.306440
  nChanged 3
		SP:Iteration 14Q (4998.680000 sec): 3 clusters
  Score: Raw -71587.570296 + Penalty 2236.124827 = -69351.445469
  nChanged 0
		SP:Iteration 15F (4998.830000 sec): 3 clusters
  Score: Raw -71587.570296 + Penalty 2236.124827 = -69351.445469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4998.950000 sec): 2 clusters
  Score: Raw -252013.209041 + Penalty 1304.994425 = -250708.214616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4999.170000 sec): 3 clusters
  Score: Raw -250604.575675 + Penalty 2609.988850 = -247994.586825
  nChanged 1165
		SP:Iteration 1F (4999.400000 sec): 3 clusters
  Score: Raw -251308.865826 + Penalty 2609.988850 = -248698.876976
  nChanged 234
		SP:Iteration 2F (4999.560000 sec): 3 clusters
  Score: Raw -251468.638470 + Penalty 2609.988850 = -248858.649619
  nChanged 180
		SP:Iteration 3F (4999.740000 sec): 3 clusters
  Score: Raw -251600.670573 + Penalty 2609.988850 = -248990.681723
  nChanged 152
		SP:Iteration 4Q (4999.910000 sec): 3 clusters
  Score: Raw -251707.803234 + Penalty 2609.988850 = -249097.814384
  nChanged 130
		SP:Iteration 5Q (5000.070000 sec): 3 clusters
  Score: Raw -251819.218920 + Penalty 2609.988850 = -249209.230069
  nChanged 139
		SP:Iteration 6Q (5000.280000 sec): 3 clusters
  Score: Raw -251938.550886 + Penalty 2609.988850 = -249328.562035
  nChanged 124
		SP:Iteration 7Q (5000.410000 sec): 3 clusters
  Score: Raw -252035.770089 + Penalty 2609.988850 = -249425.781238
  nChanged 107
		SP:Iteration 8Q (5000.630000 sec): 3 clusters
  Score: Raw -252122.050785 + Penalty 2609.988850 = -249512.061935
  nChanged 85
		SP:Iteration 9Q (5000.780000 sec): 3 clusters
  Score: Raw -252178.903568 + Penalty 2609.988850 = -249568.914718
  nChanged 54
		SP:Iteration 10Q (5000.980000 sec): 3 clusters
  Score: Raw -252225.086451 + Penalty 2609.988850 = -249615.097601
  nChanged 57
		SP:Iteration 11Q (5001.200000 sec): 3 clusters
  Score: Raw -252275.957706 + Penalty 2609.988850 = -249665.968856
  nChanged 62
		SP:Iteration 12Q (5001.340000 sec): 3 clusters
  Score: Raw -252317.541609 + Penalty 2609.988850 = -249707.552759
  nChanged 60
		SP:Iteration 13Q (5001.510000 sec): 3 clusters
  Score: Raw -252366.122040 + Penalty 2609.988850 = -249756.133190
  nChanged 50
		SP:Iteration 14Q (5001.670000 sec): 3 clusters
  Score: Raw -252413.550639 + Penalty 2609.988850 = -249803.561789
  nChanged 69
		SP:Iteration 15Q (5001.900000 sec): 3 clusters
  Score: Raw -252494.292409 + Penalty 2609.988850 = -249884.303558
  nChanged 60
		SP:Iteration 16Q (5002.080000 sec): 3 clusters
  Score: Raw -252548.850713 + Penalty 2609.988850 = -249938.861862
  nChanged 41
		SP:Iteration 17Q (5002.280000 sec): 3 clusters
  Score: Raw -252576.890353 + Penalty 2609.988850 = -249966.901502
  nChanged 29
		SP:Iteration 18Q (5002.440000 sec): 3 clusters
  Score: Raw -252592.255856 + Penalty 2609.988850 = -249982.267005
  nChanged 16
		SP:Iteration 19Q (5002.640000 sec): 3 clusters
  Score: Raw -252602.143698 + Penalty 2609.988850 = -249992.154848
  nChanged 12
		SP:Iteration 20F (5002.840000 sec): 3 clusters
  Score: Raw -252606.815557 + Penalty 2609.988850 = -249996.826707
  nChanged 10
		SP:Iteration 21Q (5003.060000 sec): 3 clusters
  Score: Raw -252610.446411 + Penalty 2609.988850 = -250000.457561
  nChanged 5
		SP:Iteration 22Q (5003.220000 sec): 3 clusters
  Score: Raw -252612.688553 + Penalty 2609.988850 = -250002.699703
  nChanged 5
		SP:Iteration 23Q (5003.440000 sec): 3 clusters
  Score: Raw -252615.614737 + Penalty 2609.988850 = -250005.625887
  nChanged 3
		SP:Iteration 24Q (5003.580000 sec): 3 clusters
  Score: Raw -252617.723579 + Penalty 2609.988850 = -250007.734729
  nChanged 4
		SP:Iteration 25Q (5003.810000 sec): 3 clusters
  Score: Raw -252619.232932 + Penalty 2609.988850 = -250009.244082
  nChanged 1
		SP:Iteration 26Q (5004.000000 sec): 3 clusters
  Score: Raw -252619.878334 + Penalty 2609.988850 = -250009.889484
  nChanged 2
		SP:Iteration 27Q (5004.160000 sec): 3 clusters
  Score: Raw -252620.387138 + Penalty 2609.988850 = -250010.398288
  nChanged 0
		SP:Iteration 28F (5004.360000 sec): 3 clusters
  Score: Raw -252620.387138 + Penalty 2609.988850 = -250010.398288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (1045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5004.460000 sec): 2 clusters
  Score: Raw -64446.800646 + Penalty 1129.662977 = -63317.137669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5004.650000 sec): 3 clusters
  Score: Raw -64118.770610 + Penalty 2259.325953 = -61859.444657
  nChanged 329
		SP:Iteration 1F (5004.830000 sec): 3 clusters
  Score: Raw -64539.293891 + Penalty 2259.325953 = -62279.967938
  nChanged 108
		SP:Iteration 2F (5005.010000 sec): 3 clusters
  Score: Raw -64764.198945 + Penalty 2259.325953 = -62504.872992
  nChanged 79
		SP:Iteration 3F (5005.220000 sec): 3 clusters
  Score: Raw -64948.836594 + Penalty 2259.325953 = -62689.510640
  nChanged 74
		SP:Iteration 4F (5005.380000 sec): 3 clusters
  Score: Raw -65129.700740 + Penalty 2259.325953 = -62870.374787
  nChanged 66
		SP:Iteration 5F (5005.600000 sec): 3 clusters
  Score: Raw -65296.725066 + Penalty 2259.325953 = -63037.399113
  nChanged 67
		SP:Iteration 6F (5005.780000 sec): 3 clusters
  Score: Raw -65420.380926 + Penalty 2259.325953 = -63161.054973
  nChanged 36
		SP:Iteration 7Q (5005.970000 sec): 3 clusters
  Score: Raw -65489.278202 + Penalty 2259.325953 = -63229.952248
  nChanged 24
		SP:Iteration 8Q (5006.130000 sec): 3 clusters
  Score: Raw -65543.122714 + Penalty 2259.325953 = -63283.796761
  nChanged 14
		SP:Iteration 9Q (5006.370000 sec): 3 clusters
  Score: Raw -65578.155421 + Penalty 2259.325953 = -63318.829467
  nChanged 12
		SP:Iteration 10Q (5006.560000 sec): 3 clusters
  Score: Raw -65607.192951 + Penalty 2259.325953 = -63347.866998
  nChanged 8
		SP:Iteration 11Q (5006.750000 sec): 3 clusters
  Score: Raw -65628.014891 + Penalty 2259.325953 = -63368.688938
  nChanged 4
		SP:Iteration 12Q (5006.930000 sec): 3 clusters
  Score: Raw -65638.643703 + Penalty 2259.325953 = -63379.317749
  nChanged 7
		SP:Iteration 13Q (5007.120000 sec): 3 clusters
  Score: Raw -65648.742414 + Penalty 2259.325953 = -63389.416461
  nChanged 3
		SP:Iteration 14Q (5007.370000 sec): 3 clusters
  Score: Raw -65654.488157 + Penalty 2259.325953 = -63395.162204
  nChanged 3
		SP:Iteration 15Q (5007.540000 sec): 3 clusters
  Score: Raw -65657.786511 + Penalty 2259.325953 = -63398.460558
  nChanged 3
		SP:Iteration 16Q (5007.700000 sec): 3 clusters
  Score: Raw -65660.860898 + Penalty 2259.325953 = -63401.534944
  nChanged 1
		SP:Iteration 17Q (5007.880000 sec): 3 clusters
  Score: Raw -65661.927730 + Penalty 2259.325953 = -63402.601777
  nChanged 1
		SP:Iteration 18Q (5008.110000 sec): 3 clusters
  Score: Raw -65662.648929 + Penalty 2259.325953 = -63403.322975
  nChanged 0
		SP:Iteration 19F (5008.320000 sec): 3 clusters
  Score: Raw -65662.648929 + Penalty 2259.325953 = -63403.322975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (1452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5008.400000 sec): 2 clusters
  Score: Raw -111401.273143 + Penalty 1183.113294 = -110218.159849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5008.610000 sec): 3 clusters
  Score: Raw -110866.435704 + Penalty 2366.226589 = -108500.209115
  nChanged 471
		SP:Iteration 1F (5008.760000 sec): 3 clusters
  Score: Raw -111327.561888 + Penalty 2366.226589 = -108961.335300
  nChanged 153
		SP:Iteration 2F (5008.980000 sec): 3 clusters
  Score: Raw -111568.981529 + Penalty 2366.226589 = -109202.754941
  nChanged 105
		SP:Iteration 3F (5009.180000 sec): 3 clusters
  Score: Raw -111696.548231 + Penalty 2366.226589 = -109330.321642
  nChanged 88
		SP:Iteration 4F (5009.380000 sec): 3 clusters
  Score: Raw -111819.556654 + Penalty 2366.226589 = -109453.330065
  nChanged 64
		SP:Iteration 5Q (5009.540000 sec): 3 clusters
  Score: Raw -111919.980981 + Penalty 2366.226589 = -109553.754392
  nChanged 50
		SP:Iteration 6Q (5009.750000 sec): 3 clusters
  Score: Raw -111988.682487 + Penalty 2366.226589 = -109622.455899
  nChanged 37
		SP:Iteration 7Q (5009.880000 sec): 3 clusters
  Score: Raw -112035.361972 + Penalty 2366.226589 = -109669.135383
  nChanged 31
		SP:Iteration 8Q (5010.120000 sec): 3 clusters
  Score: Raw -112071.697294 + Penalty 2366.226589 = -109705.470706
  nChanged 26
		SP:Iteration 9Q (5010.260000 sec): 3 clusters
  Score: Raw -112097.864444 + Penalty 2366.226589 = -109731.637855
  nChanged 15
		SP:Iteration 10Q (5010.420000 sec): 3 clusters
  Score: Raw -112116.416713 + Penalty 2366.226589 = -109750.190124
  nChanged 12
		SP:Iteration 11Q (5010.630000 sec): 3 clusters
  Score: Raw -112127.424242 + Penalty 2366.226589 = -109761.197653
  nChanged 11
		SP:Iteration 12Q (5010.810000 sec): 3 clusters
  Score: Raw -112137.032667 + Penalty 2366.226589 = -109770.806078
  nChanged 8
		SP:Iteration 13Q (5011.000000 sec): 3 clusters
  Score: Raw -112144.850769 + Penalty 2366.226589 = -109778.624180
  nChanged 9
		SP:Iteration 14Q (5011.170000 sec): 3 clusters
  Score: Raw -112151.141999 + Penalty 2366.226589 = -109784.915411
  nChanged 8
		SP:Iteration 15Q (5011.340000 sec): 3 clusters
  Score: Raw -112157.352325 + Penalty 2366.226589 = -109791.125736
  nChanged 7
		SP:Iteration 16Q (5011.560000 sec): 3 clusters
  Score: Raw -112162.456639 + Penalty 2366.226589 = -109796.230050
  nChanged 3
		SP:Iteration 17Q (5011.770000 sec): 3 clusters
  Score: Raw -112165.574542 + Penalty 2366.226589 = -109799.347953
  nChanged 9
		SP:Iteration 18Q (5011.920000 sec): 3 clusters
  Score: Raw -112172.213831 + Penalty 2366.226589 = -109805.987242
  nChanged 6
		SP:Iteration 19Q (5012.120000 sec): 3 clusters
  Score: Raw -112176.996105 + Penalty 2366.226589 = -109810.769517
  nChanged 7
		SP:Iteration 20F (5012.310000 sec): 3 clusters
  Score: Raw -112181.385473 + Penalty 2366.226589 = -109815.158885
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5012.460000 sec): 2 clusters
  Score: Raw -735612.035219 + Penalty 1469.753986 = -734142.281232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5012.620000 sec): 3 clusters
  Score: Raw -730922.360200 + Penalty 2939.507973 = -727982.852227
  nChanged 3597
		SP:Iteration 1F (5012.880000 sec): 3 clusters
  Score: Raw -732737.384289 + Penalty 2939.507973 = -729797.876316
  nChanged 515
		SP:Iteration 2F (5013.090000 sec): 3 clusters
  Score: Raw -732961.375220 + Penalty 2939.507973 = -730021.867248
  nChanged 423
		SP:Iteration 3Q (5013.300000 sec): 3 clusters
  Score: Raw -733135.711818 + Penalty 2939.507973 = -730196.203846
  nChanged 386
		SP:Iteration 4Q (5013.550000 sec): 3 clusters
  Score: Raw -733259.791018 + Penalty 2939.507973 = -730320.283046
  nChanged 258
		SP:Iteration 5Q (5013.760000 sec): 3 clusters
  Score: Raw -733335.844720 + Penalty 2939.507973 = -730396.336747
  nChanged 222
		SP:Iteration 6Q (5013.990000 sec): 3 clusters
  Score: Raw -733410.876306 + Penalty 2939.507973 = -730471.368334
  nChanged 236
		SP:Iteration 7Q (5014.270000 sec): 3 clusters
  Score: Raw -733488.324039 + Penalty 2939.507973 = -730548.816066
  nChanged 240
		SP:Iteration 8Q (5014.470000 sec): 3 clusters
  Score: Raw -733570.263303 + Penalty 2939.507973 = -730630.755330
  nChanged 242
		SP:Iteration 9Q (5014.720000 sec): 3 clusters
  Score: Raw -733673.677860 + Penalty 2939.507973 = -730734.169887
  nChanged 305
		SP:Iteration 10Q (5014.970000 sec): 3 clusters
  Score: Raw -733816.261229 + Penalty 2939.507973 = -730876.753256
  nChanged 341
		SP:Iteration 11Q (5015.130000 sec): 3 clusters
  Score: Raw -734000.646988 + Penalty 2939.507973 = -731061.139015
  nChanged 375
		SP:Iteration 12Q (5015.330000 sec): 3 clusters
  Score: Raw -734239.481520 + Penalty 2939.507973 = -731299.973547
  nChanged 426
		SP:Iteration 13F (5015.540000 sec): 3 clusters
  Score: Raw -734556.966560 + Penalty 2939.507973 = -731617.458587
  nChanged 412
		SP:Iteration 14Q (5015.720000 sec): 3 clusters
  Score: Raw -734871.804147 + Penalty 2939.507973 = -731932.296174
  nChanged 371
		SP:Iteration 15Q (5015.950000 sec): 3 clusters
  Score: Raw -735164.145933 + Penalty 2939.507973 = -732224.637960
  nChanged 303
		SP:Iteration 16Q (5016.230000 sec): 3 clusters
  Score: Raw -735403.793806 + Penalty 2939.507973 = -732464.285834
  nChanged 198
		SP:Iteration 17Q (5016.440000 sec): 3 clusters
  Score: Raw -735556.489530 + Penalty 2939.507973 = -732616.981557
  nChanged 149
		SP:Iteration 18Q (5016.650000 sec): 3 clusters
  Score: Raw -735675.463583 + Penalty 2939.507973 = -732735.955610
  nChanged 94
		SP:Iteration 19Q (5016.860000 sec): 3 clusters
  Score: Raw -735729.623337 + Penalty 2939.507973 = -732790.115364
  nChanged 59
		SP:Iteration 20F (5017.090000 sec): 3 clusters
  Score: Raw -735760.371499 + Penalty 2939.507973 = -732820.863526
  nChanged 48
		SP:Iteration 21Q (5017.280000 sec): 3 clusters
  Score: Raw -735785.699387 + Penalty 2939.507973 = -732846.191414
  nChanged 37
		SP:Iteration 22Q (5017.470000 sec): 3 clusters
  Score: Raw -735808.675373 + Penalty 2939.507973 = -732869.167400
  nChanged 20
		SP:Iteration 23Q (5017.670000 sec): 3 clusters
  Score: Raw -735821.316803 + Penalty 2939.507973 = -732881.808830
  nChanged 18
		SP:Iteration 24Q (5017.930000 sec): 3 clusters
  Score: Raw -735834.031948 + Penalty 2939.507973 = -732894.523975
  nChanged 17
		SP:Iteration 25Q (5018.160000 sec): 3 clusters
  Score: Raw -735848.129175 + Penalty 2939.507973 = -732908.621203
  nChanged 14
		SP:Iteration 26Q (5018.410000 sec): 3 clusters
  Score: Raw -735859.003943 + Penalty 2939.507973 = -732919.495970
  nChanged 16
		SP:Iteration 27Q (5018.580000 sec): 3 clusters
  Score: Raw -735868.385121 + Penalty 2939.507973 = -732928.877148
  nChanged 10
		SP:Iteration 28Q (5018.810000 sec): 3 clusters
  Score: Raw -735874.914996 + Penalty 2939.507973 = -732935.407023
  nChanged 14
		SP:Iteration 29Q (5019.000000 sec): 3 clusters
  Score: Raw -735888.204592 + Penalty 2939.507973 = -732948.696619
  nChanged 21
		SP:Iteration 30Q (5019.250000 sec): 3 clusters
  Score: Raw -735904.428057 + Penalty 2939.507973 = -732964.920084
  nChanged 25
		SP:Iteration 31Q (5019.470000 sec): 3 clusters
  Score: Raw -735923.556727 + Penalty 2939.507973 = -732984.048754
  nChanged 20
		SP:Iteration 32Q (5019.640000 sec): 3 clusters
  Score: Raw -735938.042270 + Penalty 2939.507973 = -732998.534297
  nChanged 9
		SP:Iteration 33Q (5019.850000 sec): 3 clusters
  Score: Raw -735946.457781 + Penalty 2939.507973 = -733006.949808
  nChanged 8
		SP:Iteration 34Q (5020.060000 sec): 3 clusters
  Score: Raw -735951.070406 + Penalty 2939.507973 = -733011.562434
  nChanged 3
		SP:Iteration 35Q (5020.260000 sec): 3 clusters
  Score: Raw -735951.721605 + Penalty 2939.507973 = -733012.213632
  nChanged 1
		SP:Iteration 36Q (5020.540000 sec): 3 clusters
  Score: Raw -735952.442897 + Penalty 2939.507973 = -733012.934925
  nChanged 3
		SP:Iteration 37Q (5020.800000 sec): 3 clusters
  Score: Raw -735954.227020 + Penalty 2939.507973 = -733014.719047
  nChanged 2
		SP:Iteration 38Q (5021.020000 sec): 3 clusters
  Score: Raw -735955.534186 + Penalty 2939.507973 = -733016.026213
  nChanged 2
		SP:Iteration 39Q (5021.260000 sec): 3 clusters
  Score: Raw -735957.899212 + Penalty 2939.507973 = -733018.391239
  nChanged 2
		SP:Iteration 40F (5021.460000 sec): 3 clusters
  Score: Raw -735959.619629 + Penalty 2939.507973 = -733020.111656
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5021.630000 sec): 2 clusters
  Score: Raw -323374.580835 + Penalty 1358.321350 = -322016.259485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5021.900000 sec): 3 clusters
  Score: Raw -321222.200274 + Penalty 2716.642699 = -318505.557575
  nChanged 1699
		SP:Iteration 1F (5022.100000 sec): 3 clusters
  Score: Raw -322208.885466 + Penalty 2716.642699 = -319492.242767
  nChanged 308
		SP:Iteration 2F (5022.280000 sec): 3 clusters
  Score: Raw -322407.217785 + Penalty 2716.642699 = -319690.575086
  nChanged 267
		SP:Iteration 3F (5022.530000 sec): 3 clusters
  Score: Raw -322593.363845 + Penalty 2716.642699 = -319876.721146
  nChanged 211
		SP:Iteration 4Q (5022.690000 sec): 3 clusters
  Score: Raw -322732.319376 + Penalty 2716.642699 = -320015.676677
  nChanged 183
		SP:Iteration 5Q (5022.900000 sec): 3 clusters
  Score: Raw -322847.906818 + Penalty 2716.642699 = -320131.264119
  nChanged 154
		SP:Iteration 6Q (5023.110000 sec): 3 clusters
  Score: Raw -322941.263496 + Penalty 2716.642699 = -320224.620797
  nChanged 162
		SP:Iteration 7Q (5023.320000 sec): 3 clusters
  Score: Raw -323032.145035 + Penalty 2716.642699 = -320315.502336
  nChanged 131
		SP:Iteration 8Q (5023.540000 sec): 3 clusters
  Score: Raw -323097.693907 + Penalty 2716.642699 = -320381.051208
  nChanged 101
		SP:Iteration 9Q (5023.740000 sec): 3 clusters
  Score: Raw -323141.131940 + Penalty 2716.642699 = -320424.489241
  nChanged 83
		SP:Iteration 10Q (5023.990000 sec): 3 clusters
  Score: Raw -323179.097345 + Penalty 2716.642699 = -320462.454646
  nChanged 83
		SP:Iteration 11Q (5024.170000 sec): 3 clusters
  Score: Raw -323227.606895 + Penalty 2716.642699 = -320510.964196
  nChanged 93
		SP:Iteration 12Q (5024.350000 sec): 3 clusters
  Score: Raw -323283.932998 + Penalty 2716.642699 = -320567.290299
  nChanged 81
		SP:Iteration 13Q (5024.540000 sec): 3 clusters
  Score: Raw -323334.913255 + Penalty 2716.642699 = -320618.270556
  nChanged 87
		SP:Iteration 14Q (5024.730000 sec): 3 clusters
  Score: Raw -323389.418911 + Penalty 2716.642699 = -320672.776212
  nChanged 77
		SP:Iteration 15Q (5024.980000 sec): 3 clusters
  Score: Raw -323438.263986 + Penalty 2716.642699 = -320721.621287
  nChanged 84
		SP:Iteration 16Q (5025.170000 sec): 3 clusters
  Score: Raw -323499.393442 + Penalty 2716.642699 = -320782.750743
  nChanged 94
		SP:Iteration 17Q (5025.380000 sec): 3 clusters
  Score: Raw -323568.288671 + Penalty 2716.642699 = -320851.645972
  nChanged 93
		SP:Iteration 18Q (5025.580000 sec): 3 clusters
  Score: Raw -323658.788550 + Penalty 2716.642699 = -320942.145850
  nChanged 110
		SP:Iteration 19Q (5025.820000 sec): 3 clusters
  Score: Raw -323786.364119 + Penalty 2716.642699 = -321069.721420
  nChanged 125
		SP:Iteration 20F (5026.010000 sec): 3 clusters
  Score: Raw -323933.102325 + Penalty 2716.642699 = -321216.459626
  nChanged 131
		SP:Iteration 21Q (5026.190000 sec): 3 clusters
  Score: Raw -324081.949343 + Penalty 2716.642699 = -321365.306644
  nChanged 128
		SP:Iteration 22Q (5026.360000 sec): 3 clusters
  Score: Raw -324205.859003 + Penalty 2716.642699 = -321489.216304
  nChanged 111
		SP:Iteration 23Q (5026.550000 sec): 3 clusters
  Score: Raw -324285.713118 + Penalty 2716.642699 = -321569.070419
  nChanged 83
		SP:Iteration 24Q (5026.780000 sec): 3 clusters
  Score: Raw -324340.070719 + Penalty 2716.642699 = -321623.428020
  nChanged 58
		SP:Iteration 25Q (5026.950000 sec): 3 clusters
  Score: Raw -324371.604341 + Penalty 2716.642699 = -321654.961642
  nChanged 54
		SP:Iteration 26Q (5027.160000 sec): 3 clusters
  Score: Raw -324395.906915 + Penalty 2716.642699 = -321679.264216
  nChanged 47
		SP:Iteration 27Q (5027.390000 sec): 3 clusters
  Score: Raw -324418.911085 + Penalty 2716.642699 = -321702.268386
  nChanged 38
		SP:Iteration 28Q (5027.640000 sec): 3 clusters
  Score: Raw -324435.138897 + Penalty 2716.642699 = -321718.496198
  nChanged 24
		SP:Iteration 29Q (5027.830000 sec): 3 clusters
  Score: Raw -324443.532347 + Penalty 2716.642699 = -321726.889648
  nChanged 19
		SP:Iteration 30Q (5028.030000 sec): 3 clusters
  Score: Raw -324449.964946 + Penalty 2716.642699 = -321733.322247
  nChanged 19
		SP:Iteration 31Q (5028.220000 sec): 3 clusters
  Score: Raw -324455.641698 + Penalty 2716.642699 = -321738.998999
  nChanged 15
		SP:Iteration 32Q (5028.420000 sec): 3 clusters
  Score: Raw -324461.268320 + Penalty 2716.642699 = -321744.625621
  nChanged 19
		SP:Iteration 33Q (5028.620000 sec): 3 clusters
  Score: Raw -324466.844174 + Penalty 2716.642699 = -321750.201475
  nChanged 16
		SP:Iteration 34Q (5028.820000 sec): 3 clusters
  Score: Raw -324471.574522 + Penalty 2716.642699 = -321754.931823
  nChanged 15
		SP:Iteration 35Q (5029.050000 sec): 3 clusters
  Score: Raw -324474.065290 + Penalty 2716.642699 = -321757.422591
  nChanged 10
		SP:Iteration 36Q (5029.250000 sec): 3 clusters
  Score: Raw -324476.292198 + Penalty 2716.642699 = -321759.649499
  nChanged 10
		SP:Iteration 37Q (5029.450000 sec): 3 clusters
  Score: Raw -324480.025112 + Penalty 2716.642699 = -321763.382413
  nChanged 8
		SP:Iteration 38Q (5029.690000 sec): 3 clusters
  Score: Raw -324483.371109 + Penalty 2716.642699 = -321766.728410
  nChanged 7
		SP:Iteration 39Q (5029.860000 sec): 3 clusters
  Score: Raw -324485.207471 + Penalty 2716.642699 = -321768.564772
  nChanged 3
		SP:Iteration 40F (5030.060000 sec): 3 clusters
  Score: Raw -324485.901222 + Penalty 2716.642699 = -321769.258523
  nChanged 1
		SP:Iteration 41Q (5030.270000 sec): 3 clusters
  Score: Raw -324486.463208 + Penalty 2716.642699 = -321769.820509
  nChanged 2
		SP:Iteration 42Q (5030.510000 sec): 3 clusters
  Score: Raw -324486.646724 + Penalty 2716.642699 = -321770.004025
  nChanged 1
		SP:Iteration 43Q (5030.690000 sec): 3 clusters
  Score: Raw -324486.891022 + Penalty 2716.642699 = -321770.248323
  nChanged 0
		SP:Iteration 44F (5030.880000 sec): 3 clusters
  Score: Raw -324486.891022 + Penalty 2716.642699 = -321770.248323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (8952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5031.030000 sec): 2 clusters
  Score: Raw -763279.285139 + Penalty 1478.690241 = -761800.594899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5031.270000 sec): 3 clusters
  Score: Raw -758222.720048 + Penalty 2957.380481 = -755265.339567
  nChanged 3863
		SP:Iteration 1F (5031.530000 sec): 3 clusters
  Score: Raw -760301.017116 + Penalty 2957.380481 = -757343.636635
  nChanged 533
		SP:Iteration 2F (5031.770000 sec): 3 clusters
  Score: Raw -760561.579094 + Penalty 2957.380481 = -757604.198613
  nChanged 498
		SP:Iteration 3F (5032.060000 sec): 3 clusters
  Score: Raw -760816.538611 + Penalty 2957.380481 = -757859.158130
  nChanged 438
		SP:Iteration 4Q (5032.280000 sec): 3 clusters
  Score: Raw -761064.385372 + Penalty 2957.380481 = -758107.004891
  nChanged 439
		SP:Iteration 5Q (5032.460000 sec): 3 clusters
  Score: Raw -761296.500690 + Penalty 2957.380481 = -758339.120209
  nChanged 415
		SP:Iteration 6Q (5032.680000 sec): 3 clusters
  Score: Raw -761514.793279 + Penalty 2957.380481 = -758557.412798
  nChanged 400
		SP:Iteration 7Q (5032.920000 sec): 3 clusters
  Score: Raw -761753.129047 + Penalty 2957.380481 = -758795.748565
  nChanged 430
		SP:Iteration 8Q (5033.180000 sec): 3 clusters
  Score: Raw -762024.211064 + Penalty 2957.380481 = -759066.830582
  nChanged 434
		SP:Iteration 9Q (5033.410000 sec): 3 clusters
  Score: Raw -762315.315727 + Penalty 2957.380481 = -759357.935246
  nChanged 423
		SP:Iteration 10Q (5033.670000 sec): 3 clusters
  Score: Raw -762628.532400 + Penalty 2957.380481 = -759671.151918
  nChanged 389
		SP:Iteration 11Q (5033.920000 sec): 3 clusters
  Score: Raw -762904.415390 + Penalty 2957.380481 = -759947.034908
  nChanged 312
		SP:Iteration 12Q (5034.230000 sec): 3 clusters
  Score: Raw -763132.828712 + Penalty 2957.380481 = -760175.448230
  nChanged 266
		SP:Iteration 13Q (5034.460000 sec): 3 clusters
  Score: Raw -763348.189297 + Penalty 2957.380481 = -760390.808815
  nChanged 171
		SP:Iteration 14Q (5034.720000 sec): 3 clusters
  Score: Raw -763491.539138 + Penalty 2957.380481 = -760534.158657
  nChanged 127
		SP:Iteration 15Q (5034.960000 sec): 3 clusters
  Score: Raw -763593.912902 + Penalty 2957.380481 = -760636.532421
  nChanged 99
		SP:Iteration 16Q (5035.170000 sec): 3 clusters
  Score: Raw -763680.945602 + Penalty 2957.380481 = -760723.565121
  nChanged 75
		SP:Iteration 17Q (5035.400000 sec): 3 clusters
  Score: Raw -763732.486053 + Penalty 2957.380481 = -760775.105571
  nChanged 66
		SP:Iteration 18Q (5035.620000 sec): 3 clusters
  Score: Raw -763763.779332 + Penalty 2957.380481 = -760806.398850
  nChanged 38
		SP:Iteration 19Q (5035.820000 sec): 3 clusters
  Score: Raw -763779.569782 + Penalty 2957.380481 = -760822.189300
  nChanged 27
		SP:Iteration 20F (5036.010000 sec): 3 clusters
  Score: Raw -763789.778609 + Penalty 2957.380481 = -760832.398127
  nChanged 26
		SP:Iteration 21Q (5036.200000 sec): 3 clusters
  Score: Raw -763800.393893 + Penalty 2957.380481 = -760843.013411
  nChanged 17
		SP:Iteration 22Q (5036.460000 sec): 3 clusters
  Score: Raw -763806.122121 + Penalty 2957.380481 = -760848.741640
  nChanged 12
		SP:Iteration 23Q (5036.690000 sec): 3 clusters
  Score: Raw -763809.345779 + Penalty 2957.380481 = -760851.965298
  nChanged 11
		SP:Iteration 24Q (5036.920000 sec): 3 clusters
  Score: Raw -763811.960953 + Penalty 2957.380481 = -760854.580472
  nChanged 8
		SP:Iteration 25Q (5037.090000 sec): 3 clusters
  Score: Raw -763814.776106 + Penalty 2957.380481 = -760857.395624
  nChanged 8
		SP:Iteration 26Q (5037.320000 sec): 3 clusters
  Score: Raw -763816.609519 + Penalty 2957.380481 = -760859.229038
  nChanged 3
		SP:Iteration 27Q (5037.520000 sec): 3 clusters
  Score: Raw -763817.394057 + Penalty 2957.380481 = -760860.013575
  nChanged 3
		SP:Iteration 28Q (5037.740000 sec): 3 clusters
  Score: Raw -763818.544944 + Penalty 2957.380481 = -760861.164462
  nChanged 6
		SP:Iteration 29Q (5038.010000 sec): 3 clusters
  Score: Raw -763820.182371 + Penalty 2957.380481 = -760862.801890
  nChanged 6
		SP:Iteration 30Q (5038.240000 sec): 3 clusters
  Score: Raw -763822.020207 + Penalty 2957.380481 = -760864.639726
  nChanged 7
		SP:Iteration 31Q (5038.440000 sec): 3 clusters
  Score: Raw -763825.073624 + Penalty 2957.380481 = -760867.693143
  nChanged 14
		SP:Iteration 32Q (5038.660000 sec): 3 clusters
  Score: Raw -763829.931304 + Penalty 2957.380481 = -760872.550823
  nChanged 6
		SP:Iteration 33Q (5038.850000 sec): 3 clusters
  Score: Raw -763831.662958 + Penalty 2957.380481 = -760874.282477
  nChanged 7
		SP:Iteration 34Q (5039.080000 sec): 3 clusters
  Score: Raw -763834.313307 + Penalty 2957.380481 = -760876.932826
  nChanged 4
		SP:Iteration 35Q (5039.280000 sec): 3 clusters
  Score: Raw -763835.156191 + Penalty 2957.380481 = -760877.775710
  nChanged 2
		SP:Iteration 36Q (5039.520000 sec): 3 clusters
  Score: Raw -763835.584180 + Penalty 2957.380481 = -760878.203698
  nChanged 2
		SP:Iteration 37Q (5039.710000 sec): 3 clusters
  Score: Raw -763836.292132 + Penalty 2957.380481 = -760878.911650
  nChanged 2
		SP:Iteration 38Q (5039.940000 sec): 3 clusters
  Score: Raw -763836.843030 + Penalty 2957.380481 = -760879.462549
  nChanged 0
		SP:Iteration 39F (5040.160000 sec): 3 clusters
  Score: Raw -763836.843030 + Penalty 2957.380481 = -760879.462549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5040.270000 sec): 2 clusters
  Score: Raw -60856.050388 + Penalty 1102.657992 = -59753.392396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.490000 sec): 3 clusters
  Score: Raw -60588.594622 + Penalty 2205.315985 = -58383.278637
  nChanged 259
		SP:Iteration 1F (5040.650000 sec): 3 clusters
  Score: Raw -60894.448197 + Penalty 2205.315985 = -58689.132213
  nChanged 79
		SP:Iteration 2F (5040.850000 sec): 3 clusters
  Score: Raw -61019.192171 + Penalty 2205.315985 = -58813.876186
  nChanged 47
		SP:Iteration 3F (5041.050000 sec): 3 clusters
  Score: Raw -61098.738581 + Penalty 2205.315985 = -58893.422596
  nChanged 32
		SP:Iteration 4Q (5041.250000 sec): 3 clusters
  Score: Raw -61155.572858 + Penalty 2205.315985 = -58950.256873
  nChanged 29
		SP:Iteration 5Q (5041.440000 sec): 3 clusters
  Score: Raw -61213.270918 + Penalty 2205.315985 = -59007.954934
  nChanged 26
		SP:Iteration 6Q (5041.660000 sec): 3 clusters
  Score: Raw -61263.901765 + Penalty 2205.315985 = -59058.585781
  nChanged 16
		SP:Iteration 7Q (5041.830000 sec): 3 clusters
  Score: Raw -61289.468462 + Penalty 2205.315985 = -59084.152477
  nChanged 15
		SP:Iteration 8Q (5042.030000 sec): 3 clusters
  Score: Raw -61310.329691 + Penalty 2205.315985 = -59105.013707
  nChanged 12
		SP:Iteration 9Q (5042.230000 sec): 3 clusters
  Score: Raw -61325.006732 + Penalty 2205.315985 = -59119.690747
  nChanged 8
		SP:Iteration 10Q (5042.420000 sec): 3 clusters
  Score: Raw -61334.143369 + Penalty 2205.315985 = -59128.827384
  nChanged 7
		SP:Iteration 11Q (5042.620000 sec): 3 clusters
  Score: Raw -61347.615474 + Penalty 2205.315985 = -59142.299489
  nChanged 5
		SP:Iteration 12Q (5042.810000 sec): 3 clusters
  Score: Raw -61355.596368 + Penalty 2205.315985 = -59150.280384
  nChanged 9
		SP:Iteration 13Q (5042.960000 sec): 3 clusters
  Score: Raw -61365.059849 + Penalty 2205.315985 = -59159.743864
  nChanged 8
		SP:Iteration 14Q (5043.220000 sec): 3 clusters
  Score: Raw -61375.823299 + Penalty 2205.315985 = -59170.507314
  nChanged 8
		SP:Iteration 15Q (5043.390000 sec): 3 clusters
  Score: Raw -61388.460331 + Penalty 2205.315985 = -59183.144346
  nChanged 8
		SP:Iteration 16Q (5043.550000 sec): 3 clusters
  Score: Raw -61394.650978 + Penalty 2205.315985 = -59189.334993
  nChanged 6
		SP:Iteration 17Q (5043.780000 sec): 3 clusters
  Score: Raw -61406.206902 + Penalty 2205.315985 = -59200.890918
  nChanged 6
		SP:Iteration 18Q (5043.930000 sec): 3 clusters
  Score: Raw -61416.792471 + Penalty 2205.315985 = -59211.476487
  nChanged 4
		SP:Iteration 19Q (5044.140000 sec): 3 clusters
  Score: Raw -61420.669795 + Penalty 2205.315985 = -59215.353811
  nChanged 2
		SP:Iteration 20F (5044.290000 sec): 3 clusters
  Score: Raw -61422.104529 + Penalty 2205.315985 = -59216.788545
  nChanged 1
		SP:Iteration 21Q (5044.480000 sec): 3 clusters
  Score: Raw -61422.602985 + Penalty 2205.315985 = -59217.287000
  nChanged 3
		SP:Iteration 22Q (5044.670000 sec): 3 clusters
  Score: Raw -61426.556170 + Penalty 2205.315985 = -59221.240186
  nChanged 3
		SP:Iteration 23Q (5044.850000 sec): 3 clusters
  Score: Raw -61430.397398 + Penalty 2205.315985 = -59225.081414
  nChanged 3
		SP:Iteration 24Q (5045.100000 sec): 3 clusters
  Score: Raw -61432.713726 + Penalty 2205.315985 = -59227.397741
  nChanged 1
		SP:Iteration 25Q (5045.270000 sec): 3 clusters
  Score: Raw -61433.713911 + Penalty 2205.315985 = -59228.397926
  nChanged 0
		SP:Iteration 26F (5045.480000 sec): 3 clusters
  Score: Raw -61433.713911 + Penalty 2205.315985 = -59228.397926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5045.580000 sec): 2 clusters
  Score: Raw -325802.735804 + Penalty 1362.456433 = -324440.279371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5045.790000 sec): 3 clusters
  Score: Raw -323666.685085 + Penalty 2724.912865 = -320941.772219
  nChanged 1746
		SP:Iteration 1F (5045.990000 sec): 3 clusters
  Score: Raw -324868.693673 + Penalty 2724.912865 = -322143.780807
  nChanged 407
		SP:Iteration 2F (5046.180000 sec): 3 clusters
  Score: Raw -325293.755001 + Penalty 2724.912865 = -322568.842136
  nChanged 342
		SP:Iteration 3F (5046.410000 sec): 3 clusters
  Score: Raw -325615.173674 + Penalty 2724.912865 = -322890.260808
  nChanged 261
		SP:Iteration 4F (5046.550000 sec): 3 clusters
  Score: Raw -325811.376222 + Penalty 2724.912865 = -323086.463356
  nChanged 213
		SP:Iteration 5Q (5046.730000 sec): 3 clusters
  Score: Raw -325947.283765 + Penalty 2724.912865 = -323222.370900
  nChanged 152
		SP:Iteration 6Q (5046.920000 sec): 3 clusters
  Score: Raw -326030.274492 + Penalty 2724.912865 = -323305.361627
  nChanged 104
		SP:Iteration 7Q (5047.120000 sec): 3 clusters
  Score: Raw -326087.470570 + Penalty 2724.912865 = -323362.557705
  nChanged 100
		SP:Iteration 8Q (5047.340000 sec): 3 clusters
  Score: Raw -326141.831961 + Penalty 2724.912865 = -323416.919096
  nChanged 93
		SP:Iteration 9Q (5047.540000 sec): 3 clusters
  Score: Raw -326184.799702 + Penalty 2724.912865 = -323459.886836
  nChanged 86
		SP:Iteration 10Q (5047.720000 sec): 3 clusters
  Score: Raw -326212.841421 + Penalty 2724.912865 = -323487.928555
  nChanged 59
		SP:Iteration 11Q (5047.980000 sec): 3 clusters
  Score: Raw -326233.240954 + Penalty 2724.912865 = -323508.328088
  nChanged 48
		SP:Iteration 12Q (5048.210000 sec): 3 clusters
  Score: Raw -326253.426791 + Penalty 2724.912865 = -323528.513925
  nChanged 45
		SP:Iteration 13Q (5048.390000 sec): 3 clusters
  Score: Raw -326272.765876 + Penalty 2724.912865 = -323547.853011
  nChanged 40
		SP:Iteration 14Q (5048.590000 sec): 3 clusters
  Score: Raw -326287.271249 + Penalty 2724.912865 = -323562.358383
  nChanged 39
		SP:Iteration 15Q (5048.780000 sec): 3 clusters
  Score: Raw -326301.025491 + Penalty 2724.912865 = -323576.112626
  nChanged 41
		SP:Iteration 16Q (5048.970000 sec): 3 clusters
  Score: Raw -326315.437124 + Penalty 2724.912865 = -323590.524258
  nChanged 43
		SP:Iteration 17Q (5049.130000 sec): 3 clusters
  Score: Raw -326335.539979 + Penalty 2724.912865 = -323610.627114
  nChanged 56
		SP:Iteration 18Q (5049.360000 sec): 3 clusters
  Score: Raw -326370.321760 + Penalty 2724.912865 = -323645.408895
  nChanged 66
		SP:Iteration 19Q (5049.490000 sec): 3 clusters
  Score: Raw -326417.225523 + Penalty 2724.912865 = -323692.312658
  nChanged 68
		SP:Iteration 20F (5049.670000 sec): 3 clusters
  Score: Raw -326460.471015 + Penalty 2724.912865 = -323735.558150
  nChanged 64
		SP:Iteration 21Q (5049.850000 sec): 3 clusters
  Score: Raw -326498.841044 + Penalty 2724.912865 = -323773.928178
  nChanged 61
		SP:Iteration 22Q (5050.020000 sec): 3 clusters
  Score: Raw -326528.309209 + Penalty 2724.912865 = -323803.396343
  nChanged 39
		SP:Iteration 23Q (5050.290000 sec): 3 clusters
  Score: Raw -326545.813127 + Penalty 2724.912865 = -323820.900262
  nChanged 36
		SP:Iteration 24Q (5050.510000 sec): 3 clusters
  Score: Raw -326562.340949 + Penalty 2724.912865 = -323837.428084
  nChanged 40
		SP:Iteration 25Q (5050.690000 sec): 3 clusters
  Score: Raw -326581.679416 + Penalty 2724.912865 = -323856.766551
  nChanged 45
		SP:Iteration 26Q (5050.860000 sec): 3 clusters
  Score: Raw -326608.083295 + Penalty 2724.912865 = -323883.170430
  nChanged 37
		SP:Iteration 27Q (5051.100000 sec): 3 clusters
  Score: Raw -326627.585723 + Penalty 2724.912865 = -323902.672858
  nChanged 25
		SP:Iteration 28Q (5051.340000 sec): 3 clusters
  Score: Raw -326635.842340 + Penalty 2724.912865 = -323910.929475
  nChanged 12
		SP:Iteration 29Q (5051.520000 sec): 3 clusters
  Score: Raw -326639.363523 + Penalty 2724.912865 = -323914.450658
  nChanged 12
		SP:Iteration 30Q (5051.750000 sec): 3 clusters
  Score: Raw -326642.847641 + Penalty 2724.912865 = -323917.934776
  nChanged 9
		SP:Iteration 31Q (5051.950000 sec): 3 clusters
  Score: Raw -326646.411029 + Penalty 2724.912865 = -323921.498164
  nChanged 6
		SP:Iteration 32Q (5052.170000 sec): 3 clusters
  Score: Raw -326648.405890 + Penalty 2724.912865 = -323923.493025
  nChanged 6
		SP:Iteration 33Q (5052.330000 sec): 3 clusters
  Score: Raw -326651.296732 + Penalty 2724.912865 = -323926.383867
  nChanged 9
		SP:Iteration 34Q (5052.560000 sec): 3 clusters
  Score: Raw -326653.181313 + Penalty 2724.912865 = -323928.268448
  nChanged 5
		SP:Iteration 35Q (5052.730000 sec): 3 clusters
  Score: Raw -326654.204858 + Penalty 2724.912865 = -323929.291993
  nChanged 3
		SP:Iteration 36Q (5052.930000 sec): 3 clusters
  Score: Raw -326654.798162 + Penalty 2724.912865 = -323929.885296
  nChanged 2
		SP:Iteration 37Q (5053.130000 sec): 3 clusters
  Score: Raw -326657.902419 + Penalty 2724.912865 = -323932.989554
  nChanged 3
		SP:Iteration 38Q (5053.330000 sec): 3 clusters
  Score: Raw -326659.337208 + Penalty 2724.912865 = -323934.424343
  nChanged 4
		SP:Iteration 39Q (5053.530000 sec): 3 clusters
  Score: Raw -326660.188565 + Penalty 2724.912865 = -323935.275700
  nChanged 3
		SP:Iteration 40F (5053.770000 sec): 3 clusters
  Score: Raw -326661.045714 + Penalty 2724.912865 = -323936.132848
  nChanged 5
		SP:Iteration 41Q (5053.960000 sec): 3 clusters
  Score: Raw -326662.150654 + Penalty 2724.912865 = -323937.237789
  nChanged 4
		SP:Iteration 42Q (5054.160000 sec): 3 clusters
  Score: Raw -326662.899679 + Penalty 2724.912865 = -323937.986814
  nChanged 1
		SP:Iteration 43Q (5054.330000 sec): 3 clusters
  Score: Raw -326663.034373 + Penalty 2724.912865 = -323938.121507
  nChanged 3
		SP:Iteration 44Q (5054.490000 sec): 3 clusters
  Score: Raw -326663.593456 + Penalty 2724.912865 = -323938.680591
  nChanged 0
		SP:Iteration 45F (5054.690000 sec): 3 clusters
  Score: Raw -326663.593456 + Penalty 2724.912865 = -323938.680591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5054.800000 sec): 2 clusters
  Score: Raw -22830.968255 + Penalty 930.612759 = -21900.355496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5055.000000 sec): 3 clusters
  Score: Raw -22875.125984 + Penalty 1861.225518 = -21013.900466
  nChanged 51
		SP:Iteration 1F (5055.150000 sec): 3 clusters
  Score: Raw -22977.297572 + Penalty 1861.225518 = -21116.072054
  nChanged 14
		SP:Iteration 2Q (5055.310000 sec): 3 clusters
  Score: Raw -23007.500608 + Penalty 1861.225518 = -21146.275090
  nChanged 3
		SP:Iteration 3Q (5055.520000 sec): 3 clusters
  Score: Raw -23018.739238 + Penalty 1861.225518 = -21157.513720
  nChanged 1
		SP:Iteration 4Q (5055.750000 sec): 3 clusters
  Score: Raw -23022.283706 + Penalty 1861.225518 = -21161.058188
  nChanged 2
		SP:Iteration 5Q (5055.880000 sec): 3 clusters
  Score: Raw -23024.651811 + Penalty 1861.225518 = -21163.426293
  nChanged 0
		SP:Iteration 6F (5056.060000 sec): 3 clusters
  Score: Raw -23024.651811 + Penalty 1861.225518 = -21163.426293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (4773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5056.230000 sec): 2 clusters
  Score: Raw -364470.079338 + Penalty 1376.493677 = -363093.585661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5056.400000 sec): 3 clusters
  Score: Raw -362062.718850 + Penalty 2752.987353 = -359309.731496
  nChanged 1926
		SP:Iteration 1F (5056.610000 sec): 3 clusters
  Score: Raw -363170.816962 + Penalty 2752.987353 = -360417.829609
  nChanged 392
		SP:Iteration 2F (5056.840000 sec): 3 clusters
  Score: Raw -363445.256774 + Penalty 2752.987353 = -360692.269421
  nChanged 317
		SP:Iteration 3F (5057.040000 sec): 3 clusters
  Score: Raw -363702.104796 + Penalty 2752.987353 = -360949.117443
  nChanged 262
		SP:Iteration 4F (5057.260000 sec): 3 clusters
  Score: Raw -363913.522464 + Penalty 2752.987353 = -361160.535111
  nChanged 229
		SP:Iteration 5Q (5057.460000 sec): 3 clusters
  Score: Raw -364101.369165 + Penalty 2752.987353 = -361348.381812
  nChanged 228
		SP:Iteration 6Q (5057.660000 sec): 3 clusters
  Score: Raw -364294.589180 + Penalty 2752.987353 = -361541.601827
  nChanged 205
		SP:Iteration 7Q (5057.840000 sec): 3 clusters
  Score: Raw -364446.700712 + Penalty 2752.987353 = -361693.713359
  nChanged 184
		SP:Iteration 8Q (5058.040000 sec): 3 clusters
  Score: Raw -364583.164725 + Penalty 2752.987353 = -361830.177372
  nChanged 179
		SP:Iteration 9Q (5058.260000 sec): 3 clusters
  Score: Raw -364709.392147 + Penalty 2752.987353 = -361956.404794
  nChanged 155
		SP:Iteration 10Q (5058.470000 sec): 3 clusters
  Score: Raw -364817.059488 + Penalty 2752.987353 = -362064.072135
  nChanged 155
		SP:Iteration 11Q (5058.700000 sec): 3 clusters
  Score: Raw -364929.578858 + Penalty 2752.987353 = -362176.591505
  nChanged 138
		SP:Iteration 12Q (5058.940000 sec): 3 clusters
  Score: Raw -365031.985001 + Penalty 2752.987353 = -362278.997648
  nChanged 137
		SP:Iteration 13Q (5059.090000 sec): 3 clusters
  Score: Raw -365142.462200 + Penalty 2752.987353 = -362389.474847
  nChanged 129
		SP:Iteration 14Q (5059.260000 sec): 3 clusters
  Score: Raw -365265.771353 + Penalty 2752.987353 = -362512.784000
  nChanged 151
		SP:Iteration 15Q (5059.490000 sec): 3 clusters
  Score: Raw -365469.128572 + Penalty 2752.987353 = -362716.141219
  nChanged 159
		SP:Iteration 16Q (5059.660000 sec): 3 clusters
  Score: Raw -365661.712615 + Penalty 2752.987353 = -362908.725262
  nChanged 127
		SP:Iteration 17Q (5059.860000 sec): 3 clusters
  Score: Raw -365775.299020 + Penalty 2752.987353 = -363022.311667
  nChanged 98
		SP:Iteration 18Q (5060.020000 sec): 3 clusters
  Score: Raw -365836.338821 + Penalty 2752.987353 = -363083.351467
  nChanged 80
		SP:Iteration 19Q (5060.230000 sec): 3 clusters
  Score: Raw -365887.156951 + Penalty 2752.987353 = -363134.169598
  nChanged 64
		SP:Iteration 20F (5060.430000 sec): 3 clusters
  Score: Raw -365932.245947 + Penalty 2752.987353 = -363179.258594
  nChanged 59
		SP:Iteration 21Q (5060.610000 sec): 3 clusters
  Score: Raw -365981.116769 + Penalty 2752.987353 = -363228.129416
  nChanged 44
		SP:Iteration 22Q (5060.840000 sec): 3 clusters
  Score: Raw -366004.286129 + Penalty 2752.987353 = -363251.298776
  nChanged 41
		SP:Iteration 23Q (5061.010000 sec): 3 clusters
  Score: Raw -366024.253880 + Penalty 2752.987353 = -363271.266527
  nChanged 26
		SP:Iteration 24Q (5061.220000 sec): 3 clusters
  Score: Raw -366041.483090 + Penalty 2752.987353 = -363288.495736
  nChanged 22
		SP:Iteration 25Q (5061.440000 sec): 3 clusters
  Score: Raw -366057.149150 + Penalty 2752.987353 = -363304.161797
  nChanged 23
		SP:Iteration 26Q (5061.630000 sec): 3 clusters
  Score: Raw -366084.789020 + Penalty 2752.987353 = -363331.801667
  nChanged 39
		SP:Iteration 27Q (5061.840000 sec): 3 clusters
  Score: Raw -366122.855495 + Penalty 2752.987353 = -363369.868142
  nChanged 50
		SP:Iteration 28Q (5062.060000 sec): 3 clusters
  Score: Raw -366173.714594 + Penalty 2752.987353 = -363420.727241
  nChanged 61
		SP:Iteration 29Q (5062.270000 sec): 3 clusters
  Score: Raw -366235.987978 + Penalty 2752.987353 = -363483.000625
  nChanged 53
		SP:Iteration 30Q (5062.460000 sec): 3 clusters
  Score: Raw -366287.805789 + Penalty 2752.987353 = -363534.818436
  nChanged 45
		SP:Iteration 31Q (5062.670000 sec): 3 clusters
  Score: Raw -366319.269965 + Penalty 2752.987353 = -363566.282612
  nChanged 36
		SP:Iteration 32Q (5062.870000 sec): 3 clusters
  Score: Raw -366338.403511 + Penalty 2752.987353 = -363585.416158
  nChanged 24
		SP:Iteration 33Q (5063.070000 sec): 3 clusters
  Score: Raw -366347.528968 + Penalty 2752.987353 = -363594.541615
  nChanged 19
		SP:Iteration 34Q (5063.290000 sec): 3 clusters
  Score: Raw -366355.253311 + Penalty 2752.987353 = -363602.265958
  nChanged 13
		SP:Iteration 35Q (5063.490000 sec): 3 clusters
  Score: Raw -366359.471859 + Penalty 2752.987353 = -363606.484506
  nChanged 9
		SP:Iteration 36Q (5063.710000 sec): 3 clusters
  Score: Raw -366362.124045 + Penalty 2752.987353 = -363609.136692
  nChanged 7
		SP:Iteration 37Q (5063.900000 sec): 3 clusters
  Score: Raw -366364.571876 + Penalty 2752.987353 = -363611.584523
  nChanged 7
		SP:Iteration 38Q (5064.080000 sec): 3 clusters
  Score: Raw -366366.623283 + Penalty 2752.987353 = -363613.635930
  nChanged 2
		SP:Iteration 39Q (5064.310000 sec): 3 clusters
  Score: Raw -366367.160556 + Penalty 2752.987353 = -363614.173203
  nChanged 6
		SP:Iteration 40F (5064.490000 sec): 3 clusters
  Score: Raw -366369.250366 + Penalty 2752.987353 = -363616.263012
  nChanged 7
		SP:Iteration 41Q (5064.690000 sec): 3 clusters
  Score: Raw -366371.537904 + Penalty 2752.987353 = -363618.550550
  nChanged 4
		SP:Iteration 42Q (5064.870000 sec): 3 clusters
  Score: Raw -366372.651733 + Penalty 2752.987353 = -363619.664380
  nChanged 5
		SP:Iteration 43Q (5065.040000 sec): 3 clusters
  Score: Raw -366373.862594 + Penalty 2752.987353 = -363620.875241
  nChanged 3
		SP:Iteration 44Q (5065.210000 sec): 3 clusters
  Score: Raw -366374.909354 + Penalty 2752.987353 = -363621.922001
  nChanged 1
		SP:Iteration 45Q (5065.400000 sec): 3 clusters
  Score: Raw -366375.170880 + Penalty 2752.987353 = -363622.183527
  nChanged 2
		SP:Iteration 46Q (5065.650000 sec): 3 clusters
  Score: Raw -366375.337258 + Penalty 2752.987353 = -363622.349905
  nChanged 0
		SP:Iteration 47F (5065.850000 sec): 3 clusters
  Score: Raw -366375.337258 + Penalty 2752.987353 = -363622.349905
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (3240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5065.930000 sec): 2 clusters
  Score: Raw -237965.828183 + Penalty 1313.540899 = -236652.287284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.110000 sec): 3 clusters
  Score: Raw -236403.007772 + Penalty 2627.081798 = -233775.925974
  nChanged 1244
		SP:Iteration 1F (5066.350000 sec): 3 clusters
  Score: Raw -237171.223908 + Penalty 2627.081798 = -234544.142111
  nChanged 287
		SP:Iteration 2F (5066.510000 sec): 3 clusters
  Score: Raw -237420.031339 + Penalty 2627.081798 = -234792.949542
  nChanged 253
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -237674.672989 + Penalty 2627.081798 = -235047.591191
  nChanged 251
		SP:Iteration 4F (5066.840000 sec): 3 clusters
  Score: Raw -237920.599553 + Penalty 2627.081798 = -235293.517755
  nChanged 205
		SP:Iteration 5F (5067.040000 sec): 3 clusters
  Score: Raw -238079.167342 + Penalty 2627.081798 = -235452.085545
  nChanged 159
		SP:Iteration 6Q (5067.230000 sec): 3 clusters
  Score: Raw -238205.815368 + Penalty 2627.081798 = -235578.733571
  nChanged 113
		SP:Iteration 7Q (5067.470000 sec): 3 clusters
  Score: Raw -238285.572498 + Penalty 2627.081798 = -235658.490700
  nChanged 72
		SP:Iteration 8Q (5067.650000 sec): 3 clusters
  Score: Raw -238330.826945 + Penalty 2627.081798 = -235703.745147
  nChanged 55
		SP:Iteration 9Q (5067.850000 sec): 3 clusters
  Score: Raw -238362.653311 + Penalty 2627.081798 = -235735.571514
  nChanged 56
		SP:Iteration 10Q (5068.020000 sec): 3 clusters
  Score: Raw -238398.972349 + Penalty 2627.081798 = -235771.890551
  nChanged 54
		SP:Iteration 11Q (5068.240000 sec): 3 clusters
  Score: Raw -238440.339131 + Penalty 2627.081798 = -235813.257333
  nChanged 36
		SP:Iteration 12Q (5068.450000 sec): 3 clusters
  Score: Raw -238457.989798 + Penalty 2627.081798 = -235830.908000
  nChanged 29
		SP:Iteration 13Q (5068.650000 sec): 3 clusters
  Score: Raw -238472.175038 + Penalty 2627.081798 = -235845.093240
  nChanged 19
		SP:Iteration 14Q (5068.910000 sec): 3 clusters
  Score: Raw -238480.260379 + Penalty 2627.081798 = -235853.178581
  nChanged 14
		SP:Iteration 15Q (5069.140000 sec): 3 clusters
  Score: Raw -238486.342327 + Penalty 2627.081798 = -235859.260529
  nChanged 15
		SP:Iteration 16Q (5069.310000 sec): 3 clusters
  Score: Raw -238493.087551 + Penalty 2627.081798 = -235866.005753
  nChanged 11
		SP:Iteration 17Q (5069.510000 sec): 3 clusters
  Score: Raw -238499.077057 + Penalty 2627.081798 = -235871.995259
  nChanged 12
		SP:Iteration 18Q (5069.740000 sec): 3 clusters
  Score: Raw -238503.810450 + Penalty 2627.081798 = -235876.728652
  nChanged 12
		SP:Iteration 19Q (5069.930000 sec): 3 clusters
  Score: Raw -238509.452099 + Penalty 2627.081798 = -235882.370302
  nChanged 10
		SP:Iteration 20F (5070.150000 sec): 3 clusters
  Score: Raw -238514.031337 + Penalty 2627.081798 = -235886.949539
  nChanged 11
		SP:Iteration 21Q (5070.350000 sec): 3 clusters
  Score: Raw -238518.441672 + Penalty 2627.081798 = -235891.359874
  nChanged 9
		SP:Iteration 22Q (5070.550000 sec): 3 clusters
  Score: Raw -238524.228174 + Penalty 2627.081798 = -235897.146376
  nChanged 7
		SP:Iteration 23Q (5070.690000 sec): 3 clusters
  Score: Raw -238526.131127 + Penalty 2627.081798 = -235899.049329
  nChanged 1
		SP:Iteration 24Q (5070.870000 sec): 3 clusters
  Score: Raw -238526.227218 + Penalty 2627.081798 = -235899.145420
  nChanged 0
		SP:Iteration 25F (5071.050000 sec): 3 clusters
  Score: Raw -238526.227218 + Penalty 2627.081798 = -235899.145420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5071.150000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5071.320000 sec): 3 clusters
  Score: Raw -31313.996010 + Penalty 1922.765670 = -29391.230340
  nChanged 76
		SP:Iteration 1F (5071.470000 sec): 3 clusters
  Score: Raw -31430.636419 + Penalty 1922.765670 = -29507.870748
  nChanged 15
		SP:Iteration 2Q (5071.630000 sec): 3 clusters
  Score: Raw -31466.142836 + Penalty 1922.765670 = -29543.377166
  nChanged 8
		SP:Iteration 3Q (5071.810000 sec): 3 clusters
  Score: Raw -31490.014089 + Penalty 1922.765670 = -29567.248419
  nChanged 3
		SP:Iteration 4Q (5071.980000 sec): 3 clusters
  Score: Raw -31494.127096 + Penalty 1922.765670 = -29571.361425
  nChanged 3
		SP:Iteration 5Q (5072.210000 sec): 3 clusters
  Score: Raw -31497.598504 + Penalty 1922.765670 = -29574.832833
  nChanged 2
		SP:Iteration 6Q (5072.390000 sec): 3 clusters
  Score: Raw -31500.798864 + Penalty 1922.765670 = -29578.033194
  nChanged 2
		SP:Iteration 7Q (5072.620000 sec): 3 clusters
  Score: Raw -31502.662596 + Penalty 1922.765670 = -29579.896926
  nChanged 0
		SP:Iteration 8F (5072.810000 sec): 3 clusters
  Score: Raw -31502.662596 + Penalty 1922.765670 = -29579.896926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5072.900000 sec): 2 clusters
  Score: Raw -54459.039594 + Penalty 1056.946828 = -53402.092766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5073.050000 sec): 3 clusters
  Score: Raw -54326.446839 + Penalty 2113.893656 = -52212.553183
  nChanged 183
		SP:Iteration 1F (5073.270000 sec): 3 clusters
  Score: Raw -54545.953755 + Penalty 2113.893656 = -52432.060099
  nChanged 43
		SP:Iteration 2F (5073.450000 sec): 3 clusters
  Score: Raw -54613.410426 + Penalty 2113.893656 = -52499.516770
  nChanged 17
		SP:Iteration 3Q (5073.620000 sec): 3 clusters
  Score: Raw -54645.724612 + Penalty 2113.893656 = -52531.830956
  nChanged 18
		SP:Iteration 4Q (5073.860000 sec): 3 clusters
  Score: Raw -54688.587104 + Penalty 2113.893656 = -52574.693448
  nChanged 16
		SP:Iteration 5Q (5074.030000 sec): 3 clusters
  Score: Raw -54716.860746 + Penalty 2113.893656 = -52602.967090
  nChanged 15
		SP:Iteration 6Q (5074.160000 sec): 3 clusters
  Score: Raw -54737.481454 + Penalty 2113.893656 = -52623.587797
  nChanged 10
		SP:Iteration 7Q (5074.370000 sec): 3 clusters
  Score: Raw -54750.300805 + Penalty 2113.893656 = -52636.407149
  nChanged 5
		SP:Iteration 8Q (5074.550000 sec): 3 clusters
  Score: Raw -54756.706059 + Penalty 2113.893656 = -52642.812403
  nChanged 6
		SP:Iteration 9Q (5074.690000 sec): 3 clusters
  Score: Raw -54762.078053 + Penalty 2113.893656 = -52648.184397
  nChanged 3
		SP:Iteration 10Q (5074.920000 sec): 3 clusters
  Score: Raw -54767.591283 + Penalty 2113.893656 = -52653.697627
  nChanged 4
		SP:Iteration 11Q (5075.060000 sec): 3 clusters
  Score: Raw -54772.727068 + Penalty 2113.893656 = -52658.833412
  nChanged 2
		SP:Iteration 12Q (5075.250000 sec): 3 clusters
  Score: Raw -54774.473291 + Penalty 2113.893656 = -52660.579634
  nChanged 1
		SP:Iteration 13Q (5075.400000 sec): 3 clusters
  Score: Raw -54775.218709 + Penalty 2113.893656 = -52661.325053
  nChanged 1
		SP:Iteration 14Q (5075.610000 sec): 3 clusters
  Score: Raw -54775.775188 + Penalty 2113.893656 = -52661.881531
  nChanged 0
		SP:Iteration 15F (5075.740000 sec): 3 clusters
  Score: Raw -54775.775188 + Penalty 2113.893656 = -52661.881531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (3523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5075.840000 sec): 2 clusters
  Score: Raw -266860.896828 + Penalty 1327.148579 = -265533.748249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5076.090000 sec): 3 clusters
  Score: Raw -265149.519369 + Penalty 2654.297158 = -262495.222211
  nChanged 1366
		SP:Iteration 1F (5076.280000 sec): 3 clusters
  Score: Raw -265951.942033 + Penalty 2654.297158 = -263297.644875
  nChanged 279
		SP:Iteration 2F (5076.420000 sec): 3 clusters
  Score: Raw -266143.172437 + Penalty 2654.297158 = -263488.875279
  nChanged 221
		SP:Iteration 3F (5076.570000 sec): 3 clusters
  Score: Raw -266277.268284 + Penalty 2654.297158 = -263622.971126
  nChanged 172
		SP:Iteration 4Q (5076.740000 sec): 3 clusters
  Score: Raw -266397.299907 + Penalty 2654.297158 = -263743.002749
  nChanged 166
		SP:Iteration 5Q (5076.970000 sec): 3 clusters
  Score: Raw -266512.522733 + Penalty 2654.297158 = -263858.225575
  nChanged 151
		SP:Iteration 6Q (5077.130000 sec): 3 clusters
  Score: Raw -266634.693688 + Penalty 2654.297158 = -263980.396530
  nChanged 147
		SP:Iteration 7Q (5077.350000 sec): 3 clusters
  Score: Raw -266775.621131 + Penalty 2654.297158 = -264121.323973
  nChanged 174
		SP:Iteration 8Q (5077.510000 sec): 3 clusters
  Score: Raw -266948.153433 + Penalty 2654.297158 = -264293.856275
  nChanged 135
		SP:Iteration 9Q (5077.670000 sec): 3 clusters
  Score: Raw -267086.055054 + Penalty 2654.297158 = -264431.757896
  nChanged 122
		SP:Iteration 10Q (5077.830000 sec): 3 clusters
  Score: Raw -267188.462281 + Penalty 2654.297158 = -264534.165124
  nChanged 100
		SP:Iteration 11Q (5078.010000 sec): 3 clusters
  Score: Raw -267268.068948 + Penalty 2654.297158 = -264613.771790
  nChanged 79
		SP:Iteration 12Q (5078.170000 sec): 3 clusters
  Score: Raw -267322.871184 + Penalty 2654.297158 = -264668.574026
  nChanged 45
		SP:Iteration 13Q (5078.350000 sec): 3 clusters
  Score: Raw -267359.901773 + Penalty 2654.297158 = -264705.604615
  nChanged 36
		SP:Iteration 14Q (5078.490000 sec): 3 clusters
  Score: Raw -267391.355379 + Penalty 2654.297158 = -264737.058221
  nChanged 35
		SP:Iteration 15Q (5078.650000 sec): 3 clusters
  Score: Raw -267418.450006 + Penalty 2654.297158 = -264764.152849
  nChanged 41
		SP:Iteration 16Q (5078.850000 sec): 3 clusters
  Score: Raw -267439.463943 + Penalty 2654.297158 = -264785.166785
  nChanged 29
		SP:Iteration 17Q (5079.060000 sec): 3 clusters
  Score: Raw -267455.578345 + Penalty 2654.297158 = -264801.281187
  nChanged 27
		SP:Iteration 18Q (5079.230000 sec): 3 clusters
  Score: Raw -267471.520527 + Penalty 2654.297158 = -264817.223369
  nChanged 23
		SP:Iteration 19Q (5079.380000 sec): 3 clusters
  Score: Raw -267484.867049 + Penalty 2654.297158 = -264830.569891
  nChanged 25
		SP:Iteration 20F (5079.530000 sec): 3 clusters
  Score: Raw -267507.075511 + Penalty 2654.297158 = -264852.778353
  nChanged 16
		SP:Iteration 21Q (5079.790000 sec): 3 clusters
  Score: Raw -267517.753656 + Penalty 2654.297158 = -264863.456498
  nChanged 8
		SP:Iteration 22Q (5080.000000 sec): 3 clusters
  Score: Raw -267521.502262 + Penalty 2654.297158 = -264867.205104
  nChanged 7
		SP:Iteration 23Q (5080.170000 sec): 3 clusters
  Score: Raw -267524.948610 + Penalty 2654.297158 = -264870.651452
  nChanged 5
		SP:Iteration 24Q (5080.400000 sec): 3 clusters
  Score: Raw -267526.244171 + Penalty 2654.297158 = -264871.947013
  nChanged 2
		SP:Iteration 25Q (5080.590000 sec): 3 clusters
  Score: Raw -267527.556826 + Penalty 2654.297158 = -264873.259668
  nChanged 3
		SP:Iteration 26Q (5080.830000 sec): 3 clusters
  Score: Raw -267529.312463 + Penalty 2654.297158 = -264875.015305
  nChanged 3
		SP:Iteration 27Q (5081.060000 sec): 3 clusters
  Score: Raw -267530.532093 + Penalty 2654.297158 = -264876.234935
  nChanged 3
		SP:Iteration 28Q (5081.260000 sec): 3 clusters
  Score: Raw -267531.149297 + Penalty 2654.297158 = -264876.852139
  nChanged 1
		SP:Iteration 29Q (5081.490000 sec): 3 clusters
  Score: Raw -267531.252012 + Penalty 2654.297158 = -264876.954854
  nChanged 0
		SP:Iteration 30F (5081.670000 sec): 3 clusters
  Score: Raw -267531.252012 + Penalty 2654.297158 = -264876.954854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5081.770000 sec): 2 clusters
  Score: Raw -200326.189611 + Penalty 1291.267842 = -199034.921769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5082.020000 sec): 3 clusters
  Score: Raw -199049.001002 + Penalty 2582.535684 = -196466.465318
  nChanged 1068
		SP:Iteration 1F (5082.240000 sec): 3 clusters
  Score: Raw -199895.306514 + Penalty 2582.535684 = -197312.770830
  nChanged 297
		SP:Iteration 2F (5082.430000 sec): 3 clusters
  Score: Raw -200354.198679 + Penalty 2582.535684 = -197771.662995
  nChanged 260
		SP:Iteration 3F (5082.600000 sec): 3 clusters
  Score: Raw -200735.040088 + Penalty 2582.535684 = -198152.504404
  nChanged 197
		SP:Iteration 4F (5082.810000 sec): 3 clusters
  Score: Raw -201055.574109 + Penalty 2582.535684 = -198473.038425
  nChanged 153
		SP:Iteration 5F (5083.050000 sec): 3 clusters
  Score: Raw -201267.470095 + Penalty 2582.535684 = -198684.934411
  nChanged 118
		SP:Iteration 6Q (5083.230000 sec): 3 clusters
  Score: Raw -201396.784711 + Penalty 2582.535684 = -198814.249026
  nChanged 63
		SP:Iteration 7Q (5083.440000 sec): 3 clusters
  Score: Raw -201449.191895 + Penalty 2582.535684 = -198866.656211
  nChanged 40
		SP:Iteration 8Q (5083.620000 sec): 3 clusters
  Score: Raw -201489.457320 + Penalty 2582.535684 = -198906.921636
  nChanged 35
		SP:Iteration 9Q (5083.780000 sec): 3 clusters
  Score: Raw -201510.826402 + Penalty 2582.535684 = -198928.290718
  nChanged 21
		SP:Iteration 10Q (5084.020000 sec): 3 clusters
  Score: Raw -201521.517460 + Penalty 2582.535684 = -198938.981776
  nChanged 20
		SP:Iteration 11Q (5084.200000 sec): 3 clusters
  Score: Raw -201532.583684 + Penalty 2582.535684 = -198950.048000
  nChanged 12
		SP:Iteration 12Q (5084.440000 sec): 3 clusters
  Score: Raw -201538.646184 + Penalty 2582.535684 = -198956.110500
  nChanged 12
		SP:Iteration 13Q (5084.620000 sec): 3 clusters
  Score: Raw -201542.248932 + Penalty 2582.535684 = -198959.713248
  nChanged 5
		SP:Iteration 14Q (5084.840000 sec): 3 clusters
  Score: Raw -201543.413701 + Penalty 2582.535684 = -198960.878017
  nChanged 5
		SP:Iteration 15Q (5085.030000 sec): 3 clusters
  Score: Raw -201545.202505 + Penalty 2582.535684 = -198962.666821
  nChanged 3
		SP:Iteration 16Q (5085.250000 sec): 3 clusters
  Score: Raw -201545.610240 + Penalty 2582.535684 = -198963.074556
  nChanged 1
		SP:Iteration 17Q (5085.410000 sec): 3 clusters
  Score: Raw -201545.827292 + Penalty 2582.535684 = -198963.291608
  nChanged 2
		SP:Iteration 18Q (5085.630000 sec): 3 clusters
  Score: Raw -201546.224108 + Penalty 2582.535684 = -198963.688423
  nChanged 1
		SP:Iteration 19Q (5085.790000 sec): 3 clusters
  Score: Raw -201546.521195 + Penalty 2582.535684 = -198963.985510
  nChanged 2
		SP:Iteration 20F (5086.020000 sec): 3 clusters
  Score: Raw -201547.971909 + Penalty 2582.535684 = -198965.436225
  nChanged 1
		SP:Iteration 21Q (5086.200000 sec): 3 clusters
  Score: Raw -201548.641320 + Penalty 2582.535684 = -198966.105635
  nChanged 3
		SP:Iteration 22Q (5086.400000 sec): 3 clusters
  Score: Raw -201549.454104 + Penalty 2582.535684 = -198966.918420
  nChanged 0
		SP:Iteration 23F (5086.550000 sec): 3 clusters
  Score: Raw -201549.454104 + Penalty 2582.535684 = -198966.918420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5086.670000 sec): 2 clusters
  Score: Raw -307952.393637 + Penalty 1337.944260 = -306614.449376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5086.930000 sec): 3 clusters
  Score: Raw -306061.317418 + Penalty 2675.888521 = -303385.428897
  nChanged 1512
		SP:Iteration 1F (5087.140000 sec): 3 clusters
  Score: Raw -306991.676349 + Penalty 2675.888521 = -304315.787828
  nChanged 337
		SP:Iteration 2F (5087.320000 sec): 3 clusters
  Score: Raw -307213.972434 + Penalty 2675.888521 = -304538.083914
  nChanged 247
		SP:Iteration 3F (5087.520000 sec): 3 clusters
  Score: Raw -307403.021742 + Penalty 2675.888521 = -304727.133221
  nChanged 219
		SP:Iteration 4F (5087.700000 sec): 3 clusters
  Score: Raw -307573.371526 + Penalty 2675.888521 = -304897.483006
  nChanged 190
		SP:Iteration 5F (5087.900000 sec): 3 clusters
  Score: Raw -307717.513109 + Penalty 2675.888521 = -305041.624589
  nChanged 151
		SP:Iteration 6Q (5088.080000 sec): 3 clusters
  Score: Raw -307838.427357 + Penalty 2675.888521 = -305162.538837
  nChanged 152
		SP:Iteration 7Q (5088.240000 sec): 3 clusters
  Score: Raw -307964.347285 + Penalty 2675.888521 = -305288.458765
  nChanged 138
		SP:Iteration 8Q (5088.450000 sec): 3 clusters
  Score: Raw -308073.235021 + Penalty 2675.888521 = -305397.346500
  nChanged 116
		SP:Iteration 9Q (5088.690000 sec): 3 clusters
  Score: Raw -308166.633167 + Penalty 2675.888521 = -305490.744647
  nChanged 98
		SP:Iteration 10Q (5088.850000 sec): 3 clusters
  Score: Raw -308240.137337 + Penalty 2675.888521 = -305564.248817
  nChanged 79
		SP:Iteration 11Q (5089.020000 sec): 3 clusters
  Score: Raw -308294.363172 + Penalty 2675.888521 = -305618.474651
  nChanged 61
		SP:Iteration 12Q (5089.220000 sec): 3 clusters
  Score: Raw -308334.905113 + Penalty 2675.888521 = -305659.016592
  nChanged 41
		SP:Iteration 13Q (5089.390000 sec): 3 clusters
  Score: Raw -308358.320518 + Penalty 2675.888521 = -305682.431997
  nChanged 30
		SP:Iteration 14Q (5089.630000 sec): 3 clusters
  Score: Raw -308374.466747 + Penalty 2675.888521 = -305698.578227
  nChanged 19
		SP:Iteration 15Q (5089.830000 sec): 3 clusters
  Score: Raw -308383.531358 + Penalty 2675.888521 = -305707.642837
  nChanged 18
		SP:Iteration 16Q (5090.040000 sec): 3 clusters
  Score: Raw -308390.535067 + Penalty 2675.888521 = -305714.646546
  nChanged 12
		SP:Iteration 17Q (5090.230000 sec): 3 clusters
  Score: Raw -308394.979078 + Penalty 2675.888521 = -305719.090558
  nChanged 10
		SP:Iteration 18Q (5090.430000 sec): 3 clusters
  Score: Raw -308399.972273 + Penalty 2675.888521 = -305724.083752
  nChanged 10
		SP:Iteration 19Q (5090.610000 sec): 3 clusters
  Score: Raw -308404.357592 + Penalty 2675.888521 = -305728.469071
  nChanged 11
		SP:Iteration 20F (5090.790000 sec): 3 clusters
  Score: Raw -308407.354867 + Penalty 2675.888521 = -305731.466346
  nChanged 7
		SP:Iteration 21Q (5090.970000 sec): 3 clusters
  Score: Raw -308409.369776 + Penalty 2675.888521 = -305733.481255
  nChanged 5
		SP:Iteration 22Q (5091.190000 sec): 3 clusters
  Score: Raw -308411.223105 + Penalty 2675.888521 = -305735.334585
  nChanged 7
		SP:Iteration 23Q (5091.400000 sec): 3 clusters
  Score: Raw -308415.637883 + Penalty 2675.888521 = -305739.749362
  nChanged 11
		SP:Iteration 24Q (5091.600000 sec): 3 clusters
  Score: Raw -308422.709865 + Penalty 2675.888521 = -305746.821344
  nChanged 14
		SP:Iteration 25Q (5091.810000 sec): 3 clusters
  Score: Raw -308427.874076 + Penalty 2675.888521 = -305751.985556
  nChanged 12
		SP:Iteration 26Q (5092.030000 sec): 3 clusters
  Score: Raw -308431.898390 + Penalty 2675.888521 = -305756.009869
  nChanged 11
		SP:Iteration 27Q (5092.220000 sec): 3 clusters
  Score: Raw -308435.873715 + Penalty 2675.888521 = -305759.985194
  nChanged 13
		SP:Iteration 28Q (5092.440000 sec): 3 clusters
  Score: Raw -308441.053745 + Penalty 2675.888521 = -305765.165225
  nChanged 10
		SP:Iteration 29Q (5092.660000 sec): 3 clusters
  Score: Raw -308444.657291 + Penalty 2675.888521 = -305768.768770
  nChanged 4
		SP:Iteration 30Q (5092.850000 sec): 3 clusters
  Score: Raw -308445.700226 + Penalty 2675.888521 = -305769.811705
  nChanged 8
		SP:Iteration 31Q (5093.030000 sec): 3 clusters
  Score: Raw -308448.292151 + Penalty 2675.888521 = -305772.403631
  nChanged 9
		SP:Iteration 32Q (5093.210000 sec): 3 clusters
  Score: Raw -308451.371635 + Penalty 2675.888521 = -305775.483115
  nChanged 9
		SP:Iteration 33Q (5093.390000 sec): 3 clusters
  Score: Raw -308453.516847 + Penalty 2675.888521 = -305777.628327
  nChanged 3
		SP:Iteration 34Q (5093.520000 sec): 3 clusters
  Score: Raw -308454.078759 + Penalty 2675.888521 = -305778.190239
  nChanged 2
		SP:Iteration 35Q (5093.730000 sec): 3 clusters
  Score: Raw -308454.559097 + Penalty 2675.888521 = -305778.670576
  nChanged 3
		SP:Iteration 36Q (5093.980000 sec): 3 clusters
  Score: Raw -308454.975542 + Penalty 2675.888521 = -305779.087021
  nChanged 0
		SP:Iteration 37F (5094.150000 sec): 3 clusters
  Score: Raw -308454.975542 + Penalty 2675.888521 = -305779.087021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5094.280000 sec): 2 clusters
  Score: Raw -179772.896425 + Penalty 1281.671395 = -178491.225030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5094.500000 sec): 3 clusters
  Score: Raw -178653.868080 + Penalty 2563.342790 = -176090.525289
  nChanged 975
		SP:Iteration 1F (5094.660000 sec): 3 clusters
  Score: Raw -179483.490082 + Penalty 2563.342790 = -176920.147291
  nChanged 268
		SP:Iteration 2F (5094.830000 sec): 3 clusters
  Score: Raw -179816.721437 + Penalty 2563.342790 = -177253.378646
  nChanged 203
		SP:Iteration 3F (5095.050000 sec): 3 clusters
  Score: Raw -180046.738034 + Penalty 2563.342790 = -177483.395244
  nChanged 180
		SP:Iteration 4F (5095.200000 sec): 3 clusters
  Score: Raw -180194.202547 + Penalty 2563.342790 = -177630.859756
  nChanged 111
		SP:Iteration 5Q (5095.400000 sec): 3 clusters
  Score: Raw -180275.375506 + Penalty 2563.342790 = -177712.032715
  nChanged 70
		SP:Iteration 6Q (5095.570000 sec): 3 clusters
  Score: Raw -180320.761717 + Penalty 2563.342790 = -177757.418927
  nChanged 47
		SP:Iteration 7Q (5095.750000 sec): 3 clusters
  Score: Raw -180351.557683 + Penalty 2563.342790 = -177788.214893
  nChanged 39
		SP:Iteration 8Q (5095.960000 sec): 3 clusters
  Score: Raw -180374.928187 + Penalty 2563.342790 = -177811.585397
  nChanged 28
		SP:Iteration 9Q (5096.150000 sec): 3 clusters
  Score: Raw -180390.829160 + Penalty 2563.342790 = -177827.486370
  nChanged 24
		SP:Iteration 10Q (5096.390000 sec): 3 clusters
  Score: Raw -180410.003745 + Penalty 2563.342790 = -177846.660955
  nChanged 27
		SP:Iteration 11Q (5096.590000 sec): 3 clusters
  Score: Raw -180428.065479 + Penalty 2563.342790 = -177864.722689
  nChanged 20
		SP:Iteration 12Q (5096.750000 sec): 3 clusters
  Score: Raw -180437.521301 + Penalty 2563.342790 = -177874.178511
  nChanged 19
		SP:Iteration 13Q (5096.980000 sec): 3 clusters
  Score: Raw -180446.497475 + Penalty 2563.342790 = -177883.154684
  nChanged 18
		SP:Iteration 14Q (5097.170000 sec): 3 clusters
  Score: Raw -180458.599597 + Penalty 2563.342790 = -177895.256806
  nChanged 17
		SP:Iteration 15Q (5097.360000 sec): 3 clusters
  Score: Raw -180466.618046 + Penalty 2563.342790 = -177903.275255
  nChanged 13
		SP:Iteration 16Q (5097.530000 sec): 3 clusters
  Score: Raw -180475.705897 + Penalty 2563.342790 = -177912.363107
  nChanged 8
		SP:Iteration 17Q (5097.730000 sec): 3 clusters
  Score: Raw -180478.548192 + Penalty 2563.342790 = -177915.205402
  nChanged 8
		SP:Iteration 18Q (5097.960000 sec): 3 clusters
  Score: Raw -180481.253586 + Penalty 2563.342790 = -177917.910796
  nChanged 5
		SP:Iteration 19Q (5098.190000 sec): 3 clusters
  Score: Raw -180483.050399 + Penalty 2563.342790 = -177919.707609
  nChanged 3
		SP:Iteration 20F (5098.400000 sec): 3 clusters
  Score: Raw -180484.445130 + Penalty 2563.342790 = -177921.102339
  nChanged 5
		SP:Iteration 21Q (5098.620000 sec): 3 clusters
  Score: Raw -180485.594201 + Penalty 2563.342790 = -177922.251410
  nChanged 2
		SP:Iteration 22Q (5098.790000 sec): 3 clusters
  Score: Raw -180486.106950 + Penalty 2563.342790 = -177922.764160
  nChanged 0
		SP:Iteration 23F (5099.000000 sec): 3 clusters
  Score: Raw -180486.106950 + Penalty 2563.342790 = -177922.764160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5099.070000 sec): 2 clusters
  Score: Raw -165580.820953 + Penalty 1239.079912 = -164341.741042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5099.250000 sec): 3 clusters
  Score: Raw -164716.411038 + Penalty 2478.159823 = -162238.251215
  nChanged 732
		SP:Iteration 1F (5099.490000 sec): 3 clusters
  Score: Raw -165204.412731 + Penalty 2478.159823 = -162726.252908
  nChanged 162
		SP:Iteration 2F (5099.690000 sec): 3 clusters
  Score: Raw -165338.603793 + Penalty 2478.159823 = -162860.443970
  nChanged 120
		SP:Iteration 3F (5099.860000 sec): 3 clusters
  Score: Raw -165452.635454 + Penalty 2478.159823 = -162974.475631
  nChanged 85
		SP:Iteration 4Q (5100.110000 sec): 3 clusters
  Score: Raw -165571.814723 + Penalty 2478.159823 = -163093.654899
  nChanged 86
		SP:Iteration 5Q (5100.300000 sec): 3 clusters
  Score: Raw -165699.023147 + Penalty 2478.159823 = -163220.863324
  nChanged 82
		SP:Iteration 6Q (5100.470000 sec): 3 clusters
  Score: Raw -165774.256852 + Penalty 2478.159823 = -163296.097029
  nChanged 66
		SP:Iteration 7Q (5100.690000 sec): 3 clusters
  Score: Raw -165824.925878 + Penalty 2478.159823 = -163346.766055
  nChanged 43
		SP:Iteration 8Q (5100.890000 sec): 3 clusters
  Score: Raw -165856.568867 + Penalty 2478.159823 = -163378.409044
  nChanged 45
		SP:Iteration 9Q (5101.040000 sec): 3 clusters
  Score: Raw -165881.799220 + Penalty 2478.159823 = -163403.639397
  nChanged 37
		SP:Iteration 10Q (5101.250000 sec): 3 clusters
  Score: Raw -165902.509250 + Penalty 2478.159823 = -163424.349427
  nChanged 26
		SP:Iteration 11Q (5101.410000 sec): 3 clusters
  Score: Raw -165918.469712 + Penalty 2478.159823 = -163440.309889
  nChanged 21
		SP:Iteration 12Q (5101.610000 sec): 3 clusters
  Score: Raw -165934.184510 + Penalty 2478.159823 = -163456.024686
  nChanged 22
		SP:Iteration 13Q (5101.830000 sec): 3 clusters
  Score: Raw -165946.928498 + Penalty 2478.159823 = -163468.768675
  nChanged 14
		SP:Iteration 14Q (5102.010000 sec): 3 clusters
  Score: Raw -165953.082038 + Penalty 2478.159823 = -163474.922215
  nChanged 8
		SP:Iteration 15Q (5102.170000 sec): 3 clusters
  Score: Raw -165958.049137 + Penalty 2478.159823 = -163479.889314
  nChanged 12
		SP:Iteration 16Q (5102.400000 sec): 3 clusters
  Score: Raw -165965.037791 + Penalty 2478.159823 = -163486.877968
  nChanged 12
		SP:Iteration 17Q (5102.580000 sec): 3 clusters
  Score: Raw -165969.749292 + Penalty 2478.159823 = -163491.589469
  nChanged 9
		SP:Iteration 18Q (5102.770000 sec): 3 clusters
  Score: Raw -165973.439287 + Penalty 2478.159823 = -163495.279463
  nChanged 7
		SP:Iteration 19Q (5102.980000 sec): 3 clusters
  Score: Raw -165977.222802 + Penalty 2478.159823 = -163499.062979
  nChanged 6
		SP:Iteration 20F (5103.170000 sec): 3 clusters
  Score: Raw -165979.801729 + Penalty 2478.159823 = -163501.641905
  nChanged 4
		SP:Iteration 21Q (5103.380000 sec): 3 clusters
  Score: Raw -165980.740679 + Penalty 2478.159823 = -163502.580855
  nChanged 6
		SP:Iteration 22Q (5103.560000 sec): 3 clusters
  Score: Raw -165982.235332 + Penalty 2478.159823 = -163504.075509
  nChanged 4
		SP:Iteration 23Q (5103.770000 sec): 3 clusters
  Score: Raw -165983.459253 + Penalty 2478.159823 = -163505.299430
  nChanged 5
		SP:Iteration 24Q (5104.000000 sec): 3 clusters
  Score: Raw -165985.014781 + Penalty 2478.159823 = -163506.854958
  nChanged 2
		SP:Iteration 25Q (5104.170000 sec): 3 clusters
  Score: Raw -165985.621373 + Penalty 2478.159823 = -163507.461550
  nChanged 1
		SP:Iteration 26Q (5104.370000 sec): 3 clusters
  Score: Raw -165986.092105 + Penalty 2478.159823 = -163507.932282
  nChanged 5
		SP:Iteration 27Q (5104.560000 sec): 3 clusters
  Score: Raw -165988.275700 + Penalty 2478.159823 = -163510.115877
  nChanged 4
		SP:Iteration 28Q (5104.710000 sec): 3 clusters
  Score: Raw -165990.064917 + Penalty 2478.159823 = -163511.905094
  nChanged 8
		SP:Iteration 29Q (5104.910000 sec): 3 clusters
  Score: Raw -165994.408722 + Penalty 2478.159823 = -163516.248898
  nChanged 7
		SP:Iteration 30Q (5105.090000 sec): 3 clusters
  Score: Raw -165997.456531 + Penalty 2478.159823 = -163519.296708
  nChanged 6
		SP:Iteration 31Q (5105.300000 sec): 3 clusters
  Score: Raw -165999.044250 + Penalty 2478.159823 = -163520.884427
  nChanged 3
		SP:Iteration 32Q (5105.490000 sec): 3 clusters
  Score: Raw -166000.119755 + Penalty 2478.159823 = -163521.959932
  nChanged 1
		SP:Iteration 33Q (5105.730000 sec): 3 clusters
  Score: Raw -166000.303681 + Penalty 2478.159823 = -163522.143857
  nChanged 0
		SP:Iteration 34F (5105.890000 sec): 3 clusters
  Score: Raw -166000.303681 + Penalty 2478.159823 = -163522.143857
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5106.010000 sec): 2 clusters
  Score: Raw -50900.316900 + Penalty 1101.552546 = -49798.764354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5106.200000 sec): 3 clusters
  Score: Raw -50714.412351 + Penalty 2203.105092 = -48511.307259
  nChanged 278
		SP:Iteration 1F (5106.390000 sec): 3 clusters
  Score: Raw -51266.892227 + Penalty 2203.105092 = -49063.787136
  nChanged 93
		SP:Iteration 2F (5106.530000 sec): 3 clusters
  Score: Raw -51489.303648 + Penalty 2203.105092 = -49286.198556
  nChanged 54
		SP:Iteration 3F (5106.670000 sec): 3 clusters
  Score: Raw -51636.365206 + Penalty 2203.105092 = -49433.260114
  nChanged 39
		SP:Iteration 4Q (5106.860000 sec): 3 clusters
  Score: Raw -51750.758683 + Penalty 2203.105092 = -49547.653592
  nChanged 27
		SP:Iteration 5Q (5107.130000 sec): 3 clusters
  Score: Raw -51822.512586 + Penalty 2203.105092 = -49619.407494
  nChanged 21
		SP:Iteration 6Q (5107.280000 sec): 3 clusters
  Score: Raw -51871.347749 + Penalty 2203.105092 = -49668.242657
  nChanged 23
		SP:Iteration 7Q (5107.510000 sec): 3 clusters
  Score: Raw -51915.918956 + Penalty 2203.105092 = -49712.813864
  nChanged 17
		SP:Iteration 8Q (5107.660000 sec): 3 clusters
  Score: Raw -51940.583913 + Penalty 2203.105092 = -49737.478822
  nChanged 13
		SP:Iteration 9Q (5107.870000 sec): 3 clusters
  Score: Raw -51962.258034 + Penalty 2203.105092 = -49759.152942
  nChanged 10
		SP:Iteration 10Q (5108.090000 sec): 3 clusters
  Score: Raw -51979.943646 + Penalty 2203.105092 = -49776.838554
  nChanged 3
		SP:Iteration 11Q (5108.250000 sec): 3 clusters
  Score: Raw -51982.628233 + Penalty 2203.105092 = -49779.523142
  nChanged 1
		SP:Iteration 12Q (5108.440000 sec): 3 clusters
  Score: Raw -51982.910997 + Penalty 2203.105092 = -49779.805905
  nChanged 0
		SP:Iteration 13F (5108.660000 sec): 3 clusters
  Score: Raw -51982.910997 + Penalty 2203.105092 = -49779.805905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5108.920000 sec): 2 clusters
  Score: Raw -2858267.474987 + Penalty 1691.483587 = -2856575.991400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5109.290000 sec): 3 clusters
  Score: Raw -2837613.373760 + Penalty 3382.967174 = -2834230.406586
  nChanged 15331
		SP:Iteration 1F (5109.650000 sec): 3 clusters
  Score: Raw -2846442.294529 + Penalty 3382.967174 = -2843059.327355
  nChanged 1662
		SP:Iteration 2F (5110.050000 sec): 3 clusters
  Score: Raw -2847161.114169 + Penalty 3382.967174 = -2843778.146995
  nChanged 1827
		SP:Iteration 3F (5110.400000 sec): 3 clusters
  Score: Raw -2848093.032009 + Penalty 3382.967174 = -2844710.064835
  nChanged 2069
		SP:Iteration 4F (5110.750000 sec): 3 clusters
  Score: Raw -2849315.181426 + Penalty 3382.967174 = -2845932.214252
  nChanged 2225
		SP:Iteration 5F (5111.100000 sec): 3 clusters
  Score: Raw -2850809.285430 + Penalty 3382.967174 = -2847426.318256
  nChanged 2319
		SP:Iteration 6F (5111.500000 sec): 3 clusters
  Score: Raw -2852512.799329 + Penalty 3382.967174 = -2849129.832155
  nChanged 2087
		SP:Iteration 7F (5111.860000 sec): 3 clusters
  Score: Raw -2854137.913372 + Penalty 3382.967174 = -2850754.946198
  nChanged 1697
		SP:Iteration 8F (5112.240000 sec): 3 clusters
  Score: Raw -2855467.044647 + Penalty 3382.967174 = -2852084.077473
  nChanged 1233
		SP:Iteration 9Q (5112.580000 sec): 3 clusters
  Score: Raw -2856420.992927 + Penalty 3382.967174 = -2853038.025754
  nChanged 841
		SP:Iteration 10Q (5112.950000 sec): 3 clusters
  Score: Raw -2857028.558514 + Penalty 3382.967174 = -2853645.591340
  nChanged 596
		SP:Iteration 11Q (5113.320000 sec): 3 clusters
  Score: Raw -2857428.225264 + Penalty 3382.967174 = -2854045.258090
  nChanged 430
		SP:Iteration 12Q (5113.650000 sec): 3 clusters
  Score: Raw -2857723.457447 + Penalty 3382.967174 = -2854340.490273
  nChanged 309
		SP:Iteration 13Q (5114.020000 sec): 3 clusters
  Score: Raw -2857934.073795 + Penalty 3382.967174 = -2854551.106621
  nChanged 218
		SP:Iteration 14Q (5114.350000 sec): 3 clusters
  Score: Raw -2858090.773236 + Penalty 3382.967174 = -2854707.806063
  nChanged 167
		SP:Iteration 15Q (5114.720000 sec): 3 clusters
  Score: Raw -2858199.684754 + Penalty 3382.967174 = -2854816.717580
  nChanged 124
		SP:Iteration 16Q (5115.030000 sec): 3 clusters
  Score: Raw -2858284.016086 + Penalty 3382.967174 = -2854901.048912
  nChanged 83
		SP:Iteration 17Q (5115.350000 sec): 3 clusters
  Score: Raw -2858341.101273 + Penalty 3382.967174 = -2854958.134100
  nChanged 63
		SP:Iteration 18Q (5115.670000 sec): 3 clusters
  Score: Raw -2858382.522260 + Penalty 3382.967174 = -2854999.555087
  nChanged 47
		SP:Iteration 19Q (5116.010000 sec): 3 clusters
  Score: Raw -2858413.986086 + Penalty 3382.967174 = -2855031.018912
  nChanged 40
		SP:Iteration 20F (5116.340000 sec): 3 clusters
  Score: Raw -2858445.097557 + Penalty 3382.967174 = -2855062.130383
  nChanged 40
		SP:Iteration 21Q (5116.710000 sec): 3 clusters
  Score: Raw -2858470.108441 + Penalty 3382.967174 = -2855087.141268
  nChanged 31
		SP:Iteration 22Q (5117.060000 sec): 3 clusters
  Score: Raw -2858491.065962 + Penalty 3382.967174 = -2855108.098788
  nChanged 24
		SP:Iteration 23Q (5117.370000 sec): 3 clusters
  Score: Raw -2858505.251528 + Penalty 3382.967174 = -2855122.284354
  nChanged 20
		SP:Iteration 24Q (5117.720000 sec): 3 clusters
  Score: Raw -2858518.504788 + Penalty 3382.967174 = -2855135.537614
  nChanged 17
		SP:Iteration 25Q (5118.020000 sec): 3 clusters
  Score: Raw -2858530.327145 + Penalty 3382.967174 = -2855147.359971
  nChanged 8
		SP:Iteration 26Q (5118.300000 sec): 3 clusters
  Score: Raw -2858535.703135 + Penalty 3382.967174 = -2855152.735962
  nChanged 8
		SP:Iteration 27Q (5118.640000 sec): 3 clusters
  Score: Raw -2858540.133455 + Penalty 3382.967174 = -2855157.166281
  nChanged 5
		SP:Iteration 28Q (5118.930000 sec): 3 clusters
  Score: Raw -2858543.453831 + Penalty 3382.967174 = -2855160.486657
  nChanged 6
		SP:Iteration 29Q (5119.230000 sec): 3 clusters
  Score: Raw -2858545.896173 + Penalty 3382.967174 = -2855162.929000
  nChanged 3
		SP:Iteration 30Q (5119.560000 sec): 3 clusters
  Score: Raw -2858547.327019 + Penalty 3382.967174 = -2855164.359845
  nChanged 2
		SP:Iteration 31Q (5119.840000 sec): 3 clusters
  Score: Raw -2858548.071837 + Penalty 3382.967174 = -2855165.104663
  nChanged 1
		SP:Iteration 32Q (5120.160000 sec): 3 clusters
  Score: Raw -2858548.946691 + Penalty 3382.967174 = -2855165.979517
  nChanged 4
		SP:Iteration 33Q (5120.500000 sec): 3 clusters
  Score: Raw -2858552.700619 + Penalty 3382.967174 = -2855169.733446
  nChanged 7
		SP:Iteration 34Q (5120.860000 sec): 3 clusters
  Score: Raw -2858558.607666 + Penalty 3382.967174 = -2855175.640492
  nChanged 10
		SP:Iteration 35Q (5121.200000 sec): 3 clusters
  Score: Raw -2858564.488350 + Penalty 3382.967174 = -2855181.521176
  nChanged 11
		SP:Iteration 36Q (5121.550000 sec): 3 clusters
  Score: Raw -2858571.839429 + Penalty 3382.967174 = -2855188.872255
  nChanged 6
		SP:Iteration 37Q (5121.840000 sec): 3 clusters
  Score: Raw -2858574.977858 + Penalty 3382.967174 = -2855192.010684
  nChanged 3
		SP:Iteration 38Q (5122.160000 sec): 3 clusters
  Score: Raw -2858576.178278 + Penalty 3382.967174 = -2855193.211104
  nChanged 1
		SP:Iteration 39Q (5122.460000 sec): 3 clusters
  Score: Raw -2858576.372054 + Penalty 3382.967174 = -2855193.404880
  nChanged 0
		SP:Iteration 40F (5122.820000 sec): 3 clusters
  Score: Raw -2858576.372054 + Penalty 3382.967174 = -2855193.404880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5122.960000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5123.180000 sec): 3 clusters
  Score: Raw -40973.396134 + Penalty 2010.517803 = -38962.878331
  nChanged 119
		SP:Iteration 1F (5123.360000 sec): 3 clusters
  Score: Raw -41122.850167 + Penalty 2010.517803 = -39112.332364
  nChanged 36
		SP:Iteration 2F (5123.570000 sec): 3 clusters
  Score: Raw -41162.812223 + Penalty 2010.517803 = -39152.294420
  nChanged 6
		SP:Iteration 3Q (5123.710000 sec): 3 clusters
  Score: Raw -41168.495432 + Penalty 2010.517803 = -39157.977629
  nChanged 2
		SP:Iteration 4Q (5123.880000 sec): 3 clusters
  Score: Raw -41170.071126 + Penalty 2010.517803 = -39159.553323
  nChanged 0
		SP:Iteration 5F (5124.060000 sec): 3 clusters
  Score: Raw -41170.071126 + Penalty 2010.517803 = -39159.553323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5124.160000 sec): 2 clusters
  Score: Raw -91661.193413 + Penalty 1165.892700 = -90495.300712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5124.340000 sec): 3 clusters
  Score: Raw -91227.278287 + Penalty 2331.785401 = -88895.492886
  nChanged 411
		SP:Iteration 1F (5124.450000 sec): 3 clusters
  Score: Raw -91659.042581 + Penalty 2331.785401 = -89327.257180
  nChanged 123
		SP:Iteration 2F (5124.580000 sec): 3 clusters
  Score: Raw -91849.569939 + Penalty 2331.785401 = -89517.784538
  nChanged 84
		SP:Iteration 3F (5124.730000 sec): 3 clusters
  Score: Raw -92017.123720 + Penalty 2331.785401 = -89685.338320
  nChanged 72
		SP:Iteration 4F (5124.870000 sec): 3 clusters
  Score: Raw -92118.016187 + Penalty 2331.785401 = -89786.230786
  nChanged 53
		SP:Iteration 5Q (5125.070000 sec): 3 clusters
  Score: Raw -92175.403077 + Penalty 2331.785401 = -89843.617677
  nChanged 33
		SP:Iteration 6Q (5125.320000 sec): 3 clusters
  Score: Raw -92210.167253 + Penalty 2331.785401 = -89878.381852
  nChanged 23
		SP:Iteration 7Q (5125.540000 sec): 3 clusters
  Score: Raw -92247.216390 + Penalty 2331.785401 = -89915.430989
  nChanged 21
		SP:Iteration 8Q (5125.690000 sec): 3 clusters
  Score: Raw -92267.213453 + Penalty 2331.785401 = -89935.428052
  nChanged 18
		SP:Iteration 9Q (5125.930000 sec): 3 clusters
  Score: Raw -92282.658264 + Penalty 2331.785401 = -89950.872864
  nChanged 14
		SP:Iteration 10Q (5126.150000 sec): 3 clusters
  Score: Raw -92293.299235 + Penalty 2331.785401 = -89961.513835
  nChanged 9
		SP:Iteration 11Q (5126.320000 sec): 3 clusters
  Score: Raw -92300.058389 + Penalty 2331.785401 = -89968.272989
  nChanged 2
		SP:Iteration 12Q (5126.550000 sec): 3 clusters
  Score: Raw -92301.202558 + Penalty 2331.785401 = -89969.417157
  nChanged 1
		SP:Iteration 13Q (5126.710000 sec): 3 clusters
  Score: Raw -92301.533528 + Penalty 2331.785401 = -89969.748127
  nChanged 0
		SP:Iteration 14F (5126.930000 sec): 3 clusters
  Score: Raw -92301.533528 + Penalty 2331.785401 = -89969.748127
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5127.070000 sec): 2 clusters
  Score: Raw -147420.084926 + Penalty 1221.420412 = -146198.664514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5127.270000 sec): 3 clusters
  Score: Raw -146689.802611 + Penalty 2442.840823 = -144246.961788
  nChanged 652
		SP:Iteration 1F (5127.480000 sec): 3 clusters
  Score: Raw -147100.543078 + Penalty 2442.840823 = -144657.702255
  nChanged 144
		SP:Iteration 2F (5127.690000 sec): 3 clusters
  Score: Raw -147225.038820 + Penalty 2442.840823 = -144782.197997
  nChanged 107
		SP:Iteration 3F (5127.880000 sec): 3 clusters
  Score: Raw -147344.893986 + Penalty 2442.840823 = -144902.053162
  nChanged 125
		SP:Iteration 4F (5128.100000 sec): 3 clusters
  Score: Raw -147523.790423 + Penalty 2442.840823 = -145080.949599
  nChanged 129
		SP:Iteration 5F (5128.320000 sec): 3 clusters
  Score: Raw -147737.341630 + Penalty 2442.840823 = -145294.500807
  nChanged 124
		SP:Iteration 6F (5128.540000 sec): 3 clusters
  Score: Raw -147955.839674 + Penalty 2442.840823 = -145512.998850
  nChanged 94
		SP:Iteration 7F (5128.730000 sec): 3 clusters
  Score: Raw -148123.576376 + Penalty 2442.840823 = -145680.735553
  nChanged 56
		SP:Iteration 8Q (5128.910000 sec): 3 clusters
  Score: Raw -148195.252124 + Penalty 2442.840823 = -145752.411301
  nChanged 39
		SP:Iteration 9Q (5129.110000 sec): 3 clusters
  Score: Raw -148230.227274 + Penalty 2442.840823 = -145787.386451
  nChanged 25
		SP:Iteration 10Q (5129.290000 sec): 3 clusters
  Score: Raw -148255.738361 + Penalty 2442.840823 = -145812.897537
  nChanged 16
		SP:Iteration 11Q (5129.500000 sec): 3 clusters
  Score: Raw -148270.450160 + Penalty 2442.840823 = -145827.609336
  nChanged 17
		SP:Iteration 12Q (5129.650000 sec): 3 clusters
  Score: Raw -148284.369851 + Penalty 2442.840823 = -145841.529028
  nChanged 9
		SP:Iteration 13Q (5129.840000 sec): 3 clusters
  Score: Raw -148293.045886 + Penalty 2442.840823 = -145850.205063
  nChanged 13
		SP:Iteration 14Q (5130.030000 sec): 3 clusters
  Score: Raw -148299.978594 + Penalty 2442.840823 = -145857.137771
  nChanged 2
		SP:Iteration 15Q (5130.280000 sec): 3 clusters
  Score: Raw -148301.658657 + Penalty 2442.840823 = -145858.817834
  nChanged 2
		SP:Iteration 16Q (5130.460000 sec): 3 clusters
  Score: Raw -148302.158628 + Penalty 2442.840823 = -145859.317804
  nChanged 1
		SP:Iteration 17Q (5130.670000 sec): 3 clusters
  Score: Raw -148302.464821 + Penalty 2442.840823 = -145859.623998
  nChanged 1
		SP:Iteration 18Q (5130.840000 sec): 3 clusters
  Score: Raw -148303.079773 + Penalty 2442.840823 = -145860.238950
  nChanged 1
		SP:Iteration 19Q (5130.990000 sec): 3 clusters
  Score: Raw -148305.481863 + Penalty 2442.840823 = -145862.641039
  nChanged 2
		SP:Iteration 20F (5131.170000 sec): 3 clusters
  Score: Raw -148308.117926 + Penalty 2442.840823 = -145865.277102
  nChanged 1
		SP:Iteration 21Q (5131.340000 sec): 3 clusters
  Score: Raw -148309.025774 + Penalty 2442.840823 = -145866.184951
  nChanged 1
		SP:Iteration 22Q (5131.530000 sec): 3 clusters
  Score: Raw -148309.852634 + Penalty 2442.840823 = -145867.011810
  nChanged 2
		SP:Iteration 23Q (5131.750000 sec): 3 clusters
  Score: Raw -148310.490426 + Penalty 2442.840823 = -145867.649603
  nChanged 1
		SP:Iteration 24Q (5131.930000 sec): 3 clusters
  Score: Raw -148310.857041 + Penalty 2442.840823 = -145868.016218
  nChanged 1
		SP:Iteration 25Q (5132.120000 sec): 3 clusters
  Score: Raw -148311.308085 + Penalty 2442.840823 = -145868.467261
  nChanged 1
		SP:Iteration 26Q (5132.320000 sec): 3 clusters
  Score: Raw -148312.133960 + Penalty 2442.840823 = -145869.293136
  nChanged 1
		SP:Iteration 27Q (5132.530000 sec): 3 clusters
  Score: Raw -148312.523863 + Penalty 2442.840823 = -145869.683039
  nChanged 2
		SP:Iteration 28Q (5132.680000 sec): 3 clusters
  Score: Raw -148314.436213 + Penalty 2442.840823 = -145871.595390
  nChanged 4
		SP:Iteration 29Q (5132.870000 sec): 3 clusters
  Score: Raw -148318.140939 + Penalty 2442.840823 = -145875.300115
  nChanged 4
		SP:Iteration 30Q (5133.050000 sec): 3 clusters
  Score: Raw -148319.968088 + Penalty 2442.840823 = -145877.127265
  nChanged 2
		SP:Iteration 31Q (5133.200000 sec): 3 clusters
  Score: Raw -148321.065350 + Penalty 2442.840823 = -145878.224527
  nChanged 0
		SP:Iteration 32F (5133.370000 sec): 3 clusters
  Score: Raw -148321.065350 + Penalty 2442.840823 = -145878.224527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (1187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5133.470000 sec): 2 clusters
  Score: Raw -91888.508268 + Penalty 1150.367464 = -90738.140804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5133.650000 sec): 3 clusters
  Score: Raw -91495.459441 + Penalty 2300.734928 = -89194.724513
  nChanged 379
		SP:Iteration 1F (5133.870000 sec): 3 clusters
  Score: Raw -91947.711883 + Penalty 2300.734928 = -89646.976955
  nChanged 157
		SP:Iteration 2F (5134.040000 sec): 3 clusters
  Score: Raw -92265.376941 + Penalty 2300.734928 = -89964.642013
  nChanged 117
		SP:Iteration 3F (5134.240000 sec): 3 clusters
  Score: Raw -92557.985320 + Penalty 2300.734928 = -90257.250392
  nChanged 86
		SP:Iteration 4F (5134.470000 sec): 3 clusters
  Score: Raw -92855.587877 + Penalty 2300.734928 = -90554.852949
  nChanged 61
		SP:Iteration 5F (5134.630000 sec): 3 clusters
  Score: Raw -93268.272473 + Penalty 2300.734928 = -90967.537545
  nChanged 28
		SP:Iteration 6Q (5134.850000 sec): 3 clusters
  Score: Raw -93443.511451 + Penalty 2300.734928 = -91142.776523
  nChanged 22
		SP:Iteration 7Q (5135.070000 sec): 3 clusters
  Score: Raw -93490.403478 + Penalty 2300.734928 = -91189.668550
  nChanged 14
		SP:Iteration 8Q (5135.310000 sec): 3 clusters
  Score: Raw -93515.377990 + Penalty 2300.734928 = -91214.643062
  nChanged 8
		SP:Iteration 9Q (5135.460000 sec): 3 clusters
  Score: Raw -93530.249044 + Penalty 2300.734928 = -91229.514116
  nChanged 2
		SP:Iteration 10Q (5135.660000 sec): 3 clusters
  Score: Raw -93536.096958 + Penalty 2300.734928 = -91235.362030
  nChanged 1
		SP:Iteration 11Q (5135.850000 sec): 3 clusters
  Score: Raw -93536.704180 + Penalty 2300.734928 = -91235.969251
  nChanged 1
		SP:Iteration 12Q (5136.020000 sec): 3 clusters
  Score: Raw -93537.615284 + Penalty 2300.734928 = -91236.880356
  nChanged 0
		SP:Iteration 13F (5136.230000 sec): 3 clusters
  Score: Raw -93537.615284 + Penalty 2300.734928 = -91236.880356
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5136.310000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5136.550000 sec): 3 clusters
  Score: Raw -14409.082832 + Penalty 1710.374311 = -12698.708521
  nChanged 30
		SP:Iteration 1F (5136.730000 sec): 3 clusters
  Score: Raw -14504.653084 + Penalty 1710.374311 = -12794.278773
  nChanged 7
		SP:Iteration 2Q (5136.910000 sec): 3 clusters
  Score: Raw -14528.416736 + Penalty 1710.374311 = -12818.042425
  nChanged 1
		SP:Iteration 3Q (5137.080000 sec): 3 clusters
  Score: Raw -14535.212131 + Penalty 1710.374311 = -12824.837819
  nChanged 2
		SP:Iteration 4Q (5137.290000 sec): 3 clusters
  Score: Raw -14538.584679 + Penalty 1710.374311 = -12828.210368
  nChanged 1
		SP:Iteration 5Q (5137.440000 sec): 3 clusters
  Score: Raw -14540.521608 + Penalty 1710.374311 = -12830.147296
  nChanged 1
		SP:Iteration 6Q (5137.670000 sec): 3 clusters
  Score: Raw -14547.780427 + Penalty 1710.374311 = -12837.406116
  nChanged 1
		SP:Iteration 7Q (5137.890000 sec): 3 clusters
  Score: Raw -14552.852576 + Penalty 1710.374311 = -12842.478265
  nChanged 0
		SP:Iteration 8F (5138.050000 sec): 3 clusters
  Score: Raw -14552.852576 + Penalty 1710.374311 = -12842.478265
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5138.110000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5138.330000 sec): 3 clusters
  Score: Raw -42721.362306 + Penalty 2018.445025 = -40702.917281
  nChanged 106
		SP:Iteration 1F (5138.520000 sec): 3 clusters
  Score: Raw -42840.452751 + Penalty 2018.445025 = -40822.007726
  nChanged 20
		SP:Iteration 2Q (5138.710000 sec): 3 clusters
  Score: Raw -42872.414928 + Penalty 2018.445025 = -40853.969903
  nChanged 12
		SP:Iteration 3Q (5138.900000 sec): 3 clusters
  Score: Raw -42885.674905 + Penalty 2018.445025 = -40867.229880
  nChanged 6
		SP:Iteration 4Q (5139.090000 sec): 3 clusters
  Score: Raw -42895.205195 + Penalty 2018.445025 = -40876.760170
  nChanged 6
		SP:Iteration 5Q (5139.250000 sec): 3 clusters
  Score: Raw -42903.995180 + Penalty 2018.445025 = -40885.550155
  nChanged 5
		SP:Iteration 6Q (5139.420000 sec): 3 clusters
  Score: Raw -42916.365403 + Penalty 2018.445025 = -40897.920378
  nChanged 3
		SP:Iteration 7Q (5139.630000 sec): 3 clusters
  Score: Raw -42923.304456 + Penalty 2018.445025 = -40904.859431
  nChanged 3
		SP:Iteration 8Q (5139.800000 sec): 3 clusters
  Score: Raw -42926.810469 + Penalty 2018.445025 = -40908.365444
  nChanged 2
		SP:Iteration 9Q (5139.950000 sec): 3 clusters
  Score: Raw -42928.224552 + Penalty 2018.445025 = -40909.779527
  nChanged 3
		SP:Iteration 10Q (5140.130000 sec): 3 clusters
  Score: Raw -42931.016988 + Penalty 2018.445025 = -40912.571963
  nChanged 0
		SP:Iteration 11F (5140.330000 sec): 3 clusters
  Score: Raw -42931.016988 + Penalty 2018.445025 = -40912.571963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5140.430000 sec): 2 clusters
  Score: Raw -44165.134787 + Penalty 1068.676305 = -43096.458482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5140.620000 sec): 3 clusters
  Score: Raw -44028.154301 + Penalty 2137.352610 = -41890.801691
  nChanged 209
		SP:Iteration 1F (5140.800000 sec): 3 clusters
  Score: Raw -44348.189305 + Penalty 2137.352610 = -42210.836695
  nChanged 59
		SP:Iteration 2F (5141.010000 sec): 3 clusters
  Score: Raw -44450.678346 + Penalty 2137.352610 = -42313.325736
  nChanged 30
		SP:Iteration 3Q (5141.170000 sec): 3 clusters
  Score: Raw -44523.716780 + Penalty 2137.352610 = -42386.364170
  nChanged 36
		SP:Iteration 4F (5141.360000 sec): 3 clusters
  Score: Raw -44609.158286 + Penalty 2137.352610 = -42471.805676
  nChanged 34
		SP:Iteration 5Q (5141.580000 sec): 3 clusters
  Score: Raw -44704.167618 + Penalty 2137.352610 = -42566.815008
  nChanged 28
		SP:Iteration 6Q (5141.790000 sec): 3 clusters
  Score: Raw -44782.666199 + Penalty 2137.352610 = -42645.313589
  nChanged 18
		SP:Iteration 7Q (5141.940000 sec): 3 clusters
  Score: Raw -44827.327413 + Penalty 2137.352610 = -42689.974803
  nChanged 16
		SP:Iteration 8Q (5142.140000 sec): 3 clusters
  Score: Raw -44879.111639 + Penalty 2137.352610 = -42741.759029
  nChanged 22
		SP:Iteration 9Q (5142.300000 sec): 3 clusters
  Score: Raw -44940.884888 + Penalty 2137.352610 = -42803.532278
  nChanged 19
		SP:Iteration 10Q (5142.480000 sec): 3 clusters
  Score: Raw -45014.892864 + Penalty 2137.352610 = -42877.540254
  nChanged 13
		SP:Iteration 11Q (5142.660000 sec): 3 clusters
  Score: Raw -45041.406139 + Penalty 2137.352610 = -42904.053529
  nChanged 7
		SP:Iteration 12Q (5142.850000 sec): 3 clusters
  Score: Raw -45051.543266 + Penalty 2137.352610 = -42914.190656
  nChanged 7
		SP:Iteration 13Q (5143.040000 sec): 3 clusters
  Score: Raw -45065.805552 + Penalty 2137.352610 = -42928.452942
  nChanged 5
		SP:Iteration 14Q (5143.220000 sec): 3 clusters
  Score: Raw -45075.999991 + Penalty 2137.352610 = -42938.647381
  nChanged 5
		SP:Iteration 15Q (5143.410000 sec): 3 clusters
  Score: Raw -45087.437463 + Penalty 2137.352610 = -42950.084853
  nChanged 4
		SP:Iteration 16Q (5143.620000 sec): 3 clusters
  Score: Raw -45100.906224 + Penalty 2137.352610 = -42963.553614
  nChanged 9
		SP:Iteration 17Q (5143.820000 sec): 3 clusters
  Score: Raw -45133.628789 + Penalty 2137.352610 = -42996.276179
  nChanged 8
		SP:Iteration 18Q (5144.080000 sec): 3 clusters
  Score: Raw -45167.710563 + Penalty 2137.352610 = -43030.357953
  nChanged 8
		SP:Iteration 19Q (5144.280000 sec): 3 clusters
  Score: Raw -45206.321871 + Penalty 2137.352610 = -43068.969261
  nChanged 6
		SP:Iteration 20F (5144.530000 sec): 3 clusters
  Score: Raw -45223.579342 + Penalty 2137.352610 = -43086.226732
  nChanged 11
		SP:Iteration 21Q (5144.700000 sec): 3 clusters
  Score: Raw -45277.065835 + Penalty 2137.352610 = -43139.713225
  nChanged 8
		SP:Iteration 22Q (5144.860000 sec): 3 clusters
  Score: Raw -45338.137803 + Penalty 2137.352610 = -43200.785193
  nChanged 6
		SP:Iteration 23Q (5145.080000 sec): 3 clusters
  Score: Raw -45365.910178 + Penalty 2137.352610 = -43228.557568
  nChanged 4
		SP:Iteration 24Q (5145.210000 sec): 3 clusters
  Score: Raw -45379.246736 + Penalty 2137.352610 = -43241.894126
  nChanged 2
		SP:Iteration 25Q (5145.420000 sec): 3 clusters
  Score: Raw -45385.150604 + Penalty 2137.352610 = -43247.797995
  nChanged 1
		SP:Iteration 26Q (5145.570000 sec): 3 clusters
  Score: Raw -45392.499362 + Penalty 2137.352610 = -43255.146752
  nChanged 2
		SP:Iteration 27Q (5145.740000 sec): 3 clusters
  Score: Raw -45396.590049 + Penalty 2137.352610 = -43259.237440
  nChanged 3
		SP:Iteration 28Q (5145.950000 sec): 3 clusters
  Score: Raw -45402.707827 + Penalty 2137.352610 = -43265.355217
  nChanged 2
		SP:Iteration 29Q (5146.140000 sec): 3 clusters
  Score: Raw -45406.123847 + Penalty 2137.352610 = -43268.771237
  nChanged 1
		SP:Iteration 30Q (5146.340000 sec): 3 clusters
  Score: Raw -45407.805455 + Penalty 2137.352610 = -43270.452845
  nChanged 0
		SP:Iteration 31F (5146.580000 sec): 3 clusters
  Score: Raw -45407.805455 + Penalty 2137.352610 = -43270.452845
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5146.640000 sec): 2 clusters
  Score: Raw -126965.578343 + Penalty 1191.616240 = -125773.962104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5146.880000 sec): 3 clusters
  Score: Raw -126344.680563 + Penalty 2383.232480 = -123961.448084
  nChanged 525
		SP:Iteration 1F (5147.030000 sec): 3 clusters
  Score: Raw -126688.321979 + Penalty 2383.232480 = -124305.089499
  nChanged 134
		SP:Iteration 2F (5147.240000 sec): 3 clusters
  Score: Raw -126809.038270 + Penalty 2383.232480 = -124425.805791
  nChanged 85
		SP:Iteration 3F (5147.430000 sec): 3 clusters
  Score: Raw -126913.340539 + Penalty 2383.232480 = -124530.108059
  nChanged 68
		SP:Iteration 4Q (5147.650000 sec): 3 clusters
  Score: Raw -127003.282109 + Penalty 2383.232480 = -124620.049629
  nChanged 59
		SP:Iteration 5Q (5147.830000 sec): 3 clusters
  Score: Raw -127074.595702 + Penalty 2383.232480 = -124691.363222
  nChanged 58
		SP:Iteration 6Q (5148.020000 sec): 3 clusters
  Score: Raw -127115.368514 + Penalty 2383.232480 = -124732.136034
  nChanged 33
		SP:Iteration 7Q (5148.180000 sec): 3 clusters
  Score: Raw -127142.542899 + Penalty 2383.232480 = -124759.310419
  nChanged 36
		SP:Iteration 8Q (5148.360000 sec): 3 clusters
  Score: Raw -127172.164660 + Penalty 2383.232480 = -124788.932180
  nChanged 27
		SP:Iteration 9Q (5148.570000 sec): 3 clusters
  Score: Raw -127194.149334 + Penalty 2383.232480 = -124810.916854
  nChanged 24
		SP:Iteration 10Q (5148.740000 sec): 3 clusters
  Score: Raw -127213.858688 + Penalty 2383.232480 = -124830.626208
  nChanged 18
		SP:Iteration 11Q (5148.990000 sec): 3 clusters
  Score: Raw -127239.499217 + Penalty 2383.232480 = -124856.266737
  nChanged 21
		SP:Iteration 12Q (5149.150000 sec): 3 clusters
  Score: Raw -127255.262007 + Penalty 2383.232480 = -124872.029527
  nChanged 14
		SP:Iteration 13Q (5149.330000 sec): 3 clusters
  Score: Raw -127266.395185 + Penalty 2383.232480 = -124883.162705
  nChanged 15
		SP:Iteration 14Q (5149.490000 sec): 3 clusters
  Score: Raw -127278.456009 + Penalty 2383.232480 = -124895.223530
  nChanged 17
		SP:Iteration 15Q (5149.680000 sec): 3 clusters
  Score: Raw -127289.350649 + Penalty 2383.232480 = -124906.118170
  nChanged 14
		SP:Iteration 16Q (5149.890000 sec): 3 clusters
  Score: Raw -127303.862068 + Penalty 2383.232480 = -124920.629588
  nChanged 17
		SP:Iteration 17Q (5150.080000 sec): 3 clusters
  Score: Raw -127324.609346 + Penalty 2383.232480 = -124941.376866
  nChanged 26
		SP:Iteration 18Q (5150.280000 sec): 3 clusters
  Score: Raw -127360.625873 + Penalty 2383.232480 = -124977.393394
  nChanged 29
		SP:Iteration 19Q (5150.480000 sec): 3 clusters
  Score: Raw -127402.919876 + Penalty 2383.232480 = -125019.687396
  nChanged 27
		SP:Iteration 20F (5150.640000 sec): 3 clusters
  Score: Raw -127435.686738 + Penalty 2383.232480 = -125052.454258
  nChanged 27
		SP:Iteration 21Q (5150.850000 sec): 3 clusters
  Score: Raw -127465.344893 + Penalty 2383.232480 = -125082.112413
  nChanged 23
		SP:Iteration 22Q (5151.020000 sec): 3 clusters
  Score: Raw -127489.933170 + Penalty 2383.232480 = -125106.700691
  nChanged 21
		SP:Iteration 23Q (5151.240000 sec): 3 clusters
  Score: Raw -127515.374334 + Penalty 2383.232480 = -125132.141855
  nChanged 20
		SP:Iteration 24Q (5151.400000 sec): 3 clusters
  Score: Raw -127534.627454 + Penalty 2383.232480 = -125151.394974
  nChanged 12
		SP:Iteration 25Q (5151.600000 sec): 3 clusters
  Score: Raw -127550.242287 + Penalty 2383.232480 = -125167.009808
  nChanged 18
		SP:Iteration 26Q (5151.820000 sec): 3 clusters
  Score: Raw -127573.504161 + Penalty 2383.232480 = -125190.271681
  nChanged 25
		SP:Iteration 27Q (5152.020000 sec): 3 clusters
  Score: Raw -127606.661733 + Penalty 2383.232480 = -125223.429253
  nChanged 21
		SP:Iteration 28Q (5152.230000 sec): 3 clusters
  Score: Raw -127636.395673 + Penalty 2383.232480 = -125253.163194
  nChanged 34
		SP:Iteration 29Q (5152.400000 sec): 3 clusters
  Score: Raw -127704.427761 + Penalty 2383.232480 = -125321.195281
  nChanged 44
		SP:Iteration 30Q (5152.570000 sec): 3 clusters
  Score: Raw -127878.365345 + Penalty 2383.232480 = -125495.132865
  nChanged 50
		SP:Iteration 31Q (5152.780000 sec): 3 clusters
  Score: Raw -128240.726347 + Penalty 2383.232480 = -125857.493868
  nChanged 33
		SP:Iteration 32Q (5152.990000 sec): 3 clusters
  Score: Raw -128439.041624 + Penalty 2383.232480 = -126055.809144
  nChanged 21
		SP:Iteration 33Q (5153.150000 sec): 3 clusters
  Score: Raw -128491.726817 + Penalty 2383.232480 = -126108.494337
  nChanged 11
		SP:Iteration 34Q (5153.310000 sec): 3 clusters
  Score: Raw -128522.532625 + Penalty 2383.232480 = -126139.300145
  nChanged 5
		SP:Iteration 35Q (5153.490000 sec): 3 clusters
  Score: Raw -128533.842572 + Penalty 2383.232480 = -126150.610092
  nChanged 2
		SP:Iteration 36Q (5153.670000 sec): 3 clusters
  Score: Raw -128535.433178 + Penalty 2383.232480 = -126152.200698
  nChanged 1
		SP:Iteration 37Q (5153.850000 sec): 3 clusters
  Score: Raw -128536.658990 + Penalty 2383.232480 = -126153.426510
  nChanged 1
		SP:Iteration 38Q (5154.020000 sec): 3 clusters
  Score: Raw -128537.434423 + Penalty 2383.232480 = -126154.201943
  nChanged 0
		SP:Iteration 39F (5154.120000 sec): 3 clusters
  Score: Raw -128537.434423 + Penalty 2383.232480 = -126154.201943
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5154.250000 sec): 2 clusters
  Score: Raw -118505.056467 + Penalty 1190.977732 = -117314.078735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5154.420000 sec): 3 clusters
  Score: Raw -117928.383364 + Penalty 2381.955464 = -115546.427900
  nChanged 501
		SP:Iteration 1F (5154.610000 sec): 3 clusters
  Score: Raw -118320.159816 + Penalty 2381.955464 = -115938.204352
  nChanged 135
		SP:Iteration 2F (5154.800000 sec): 3 clusters
  Score: Raw -118454.924833 + Penalty 2381.955464 = -116072.969369
  nChanged 91
		SP:Iteration 3F (5154.960000 sec): 3 clusters
  Score: Raw -118543.762586 + Penalty 2381.955464 = -116161.807122
  nChanged 95
		SP:Iteration 4F (5155.110000 sec): 3 clusters
  Score: Raw -118671.509266 + Penalty 2381.955464 = -116289.553802
  nChanged 108
		SP:Iteration 5F (5155.280000 sec): 3 clusters
  Score: Raw -118806.350409 + Penalty 2381.955464 = -116424.394945
  nChanged 85
		SP:Iteration 6F (5155.460000 sec): 3 clusters
  Score: Raw -118921.536334 + Penalty 2381.955464 = -116539.580870
  nChanged 62
		SP:Iteration 7Q (5155.640000 sec): 3 clusters
  Score: Raw -119009.491698 + Penalty 2381.955464 = -116627.536233
  nChanged 51
		SP:Iteration 8Q (5155.830000 sec): 3 clusters
  Score: Raw -119072.893605 + Penalty 2381.955464 = -116690.938141
  nChanged 44
		SP:Iteration 9Q (5155.980000 sec): 3 clusters
  Score: Raw -119122.893238 + Penalty 2381.955464 = -116740.937774
  nChanged 28
		SP:Iteration 10Q (5156.200000 sec): 3 clusters
  Score: Raw -119160.219545 + Penalty 2381.955464 = -116778.264081
  nChanged 23
		SP:Iteration 11Q (5156.400000 sec): 3 clusters
  Score: Raw -119187.911179 + Penalty 2381.955464 = -116805.955715
  nChanged 14
		SP:Iteration 12Q (5156.590000 sec): 3 clusters
  Score: Raw -119199.071381 + Penalty 2381.955464 = -116817.115917
  nChanged 11
		SP:Iteration 13Q (5156.810000 sec): 3 clusters
  Score: Raw -119206.464480 + Penalty 2381.955464 = -116824.509016
  nChanged 5
		SP:Iteration 14Q (5156.980000 sec): 3 clusters
  Score: Raw -119211.263545 + Penalty 2381.955464 = -116829.308080
  nChanged 7
		SP:Iteration 15Q (5157.140000 sec): 3 clusters
  Score: Raw -119215.221616 + Penalty 2381.955464 = -116833.266152
  nChanged 4
		SP:Iteration 16Q (5157.320000 sec): 3 clusters
  Score: Raw -119218.941407 + Penalty 2381.955464 = -116836.985943
  nChanged 2
		SP:Iteration 17Q (5157.500000 sec): 3 clusters
  Score: Raw -119219.817271 + Penalty 2381.955464 = -116837.861807
  nChanged 3
		SP:Iteration 18Q (5157.650000 sec): 3 clusters
  Score: Raw -119221.143093 + Penalty 2381.955464 = -116839.187628
  nChanged 3
		SP:Iteration 19Q (5157.860000 sec): 3 clusters
  Score: Raw -119222.276021 + Penalty 2381.955464 = -116840.320557
  nChanged 2
		SP:Iteration 20F (5158.070000 sec): 3 clusters
  Score: Raw -119223.286851 + Penalty 2381.955464 = -116841.331387
  nChanged 1
		SP:Iteration 21Q (5158.280000 sec): 3 clusters
  Score: Raw -119223.882755 + Penalty 2381.955464 = -116841.927291
  nChanged 0
		SP:Iteration 22F (5158.520000 sec): 3 clusters
  Score: Raw -119223.882755 + Penalty 2381.955464 = -116841.927291
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5158.590000 sec): 2 clusters
  Score: Raw -277129.365886 + Penalty 1344.955483 = -275784.410403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5158.810000 sec): 3 clusters
  Score: Raw -275169.234676 + Penalty 2689.910966 = -272479.323711
  nChanged 1602
		SP:Iteration 1F (5159.060000 sec): 3 clusters
  Score: Raw -276290.243767 + Penalty 2689.910966 = -273600.332802
  nChanged 402
		SP:Iteration 2F (5159.220000 sec): 3 clusters
  Score: Raw -276736.590730 + Penalty 2689.910966 = -274046.679764
  nChanged 350
		SP:Iteration 3F (5159.430000 sec): 3 clusters
  Score: Raw -277145.978553 + Penalty 2689.910966 = -274456.067587
  nChanged 290
		SP:Iteration 4F (5159.600000 sec): 3 clusters
  Score: Raw -277558.072724 + Penalty 2689.910966 = -274868.161759
  nChanged 277
		SP:Iteration 5F (5159.780000 sec): 3 clusters
  Score: Raw -277927.337993 + Penalty 2689.910966 = -275237.427027
  nChanged 205
		SP:Iteration 6F (5159.990000 sec): 3 clusters
  Score: Raw -278141.225060 + Penalty 2689.910966 = -275451.314095
  nChanged 119
		SP:Iteration 7Q (5160.160000 sec): 3 clusters
  Score: Raw -278249.832165 + Penalty 2689.910966 = -275559.921199
  nChanged 90
		SP:Iteration 8Q (5160.390000 sec): 3 clusters
  Score: Raw -278322.180944 + Penalty 2689.910966 = -275632.269979
  nChanged 68
		SP:Iteration 9Q (5160.590000 sec): 3 clusters
  Score: Raw -278387.582526 + Penalty 2689.910966 = -275697.671560
  nChanged 51
		SP:Iteration 10Q (5160.760000 sec): 3 clusters
  Score: Raw -278429.721840 + Penalty 2689.910966 = -275739.810874
  nChanged 37
		SP:Iteration 11Q (5160.960000 sec): 3 clusters
  Score: Raw -278452.128242 + Penalty 2689.910966 = -275762.217277
  nChanged 21
		SP:Iteration 12Q (5161.100000 sec): 3 clusters
  Score: Raw -278462.151146 + Penalty 2689.910966 = -275772.240180
  nChanged 23
		SP:Iteration 13Q (5161.300000 sec): 3 clusters
  Score: Raw -278476.354309 + Penalty 2689.910966 = -275786.443343
  nChanged 18
		SP:Iteration 14Q (5161.540000 sec): 3 clusters
  Score: Raw -278487.750750 + Penalty 2689.910966 = -275797.839784
  nChanged 17
		SP:Iteration 15Q (5161.730000 sec): 3 clusters
  Score: Raw -278498.619511 + Penalty 2689.910966 = -275808.708545
  nChanged 24
		SP:Iteration 16Q (5161.910000 sec): 3 clusters
  Score: Raw -278510.551416 + Penalty 2689.910966 = -275820.640450
  nChanged 13
		SP:Iteration 17Q (5162.060000 sec): 3 clusters
  Score: Raw -278516.377173 + Penalty 2689.910966 = -275826.466207
  nChanged 6
		SP:Iteration 18Q (5162.240000 sec): 3 clusters
  Score: Raw -278519.113921 + Penalty 2689.910966 = -275829.202956
  nChanged 6
		SP:Iteration 19Q (5162.460000 sec): 3 clusters
  Score: Raw -278522.511683 + Penalty 2689.910966 = -275832.600717
  nChanged 8
		SP:Iteration 20F (5162.690000 sec): 3 clusters
  Score: Raw -278525.496024 + Penalty 2689.910966 = -275835.585058
  nChanged 4
		SP:Iteration 21Q (5162.900000 sec): 3 clusters
  Score: Raw -278526.433310 + Penalty 2689.910966 = -275836.522344
  nChanged 2
		SP:Iteration 22Q (5163.070000 sec): 3 clusters
  Score: Raw -278527.671560 + Penalty 2689.910966 = -275837.760595
  nChanged 6
		SP:Iteration 23Q (5163.270000 sec): 3 clusters
  Score: Raw -278529.597946 + Penalty 2689.910966 = -275839.686980
  nChanged 4
		SP:Iteration 24Q (5163.440000 sec): 3 clusters
  Score: Raw -278530.729352 + Penalty 2689.910966 = -275840.818386
  nChanged 3
		SP:Iteration 25Q (5163.660000 sec): 3 clusters
  Score: Raw -278531.534766 + Penalty 2689.910966 = -275841.623800
  nChanged 1
		SP:Iteration 26Q (5163.870000 sec): 3 clusters
  Score: Raw -278531.988153 + Penalty 2689.910966 = -275842.077187
  nChanged 4
		SP:Iteration 27Q (5164.070000 sec): 3 clusters
  Score: Raw -278532.728463 + Penalty 2689.910966 = -275842.817497
  nChanged 0
		SP:Iteration 28F (5164.310000 sec): 3 clusters
  Score: Raw -278532.728463 + Penalty 2689.910966 = -275842.817497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5164.410000 sec): 2 clusters
  Score: Raw -107186.689990 + Penalty 1192.674876 = -105994.015115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5164.590000 sec): 3 clusters
  Score: Raw -106624.762129 + Penalty 2385.349751 = -104239.412378
  nChanged 517
		SP:Iteration 1F (5164.780000 sec): 3 clusters
  Score: Raw -107078.438848 + Penalty 2385.349751 = -104693.089097
  nChanged 139
		SP:Iteration 2F (5165.000000 sec): 3 clusters
  Score: Raw -107214.020673 + Penalty 2385.349751 = -104828.670922
  nChanged 75
		SP:Iteration 3Q (5165.200000 sec): 3 clusters
  Score: Raw -107288.736790 + Penalty 2385.349751 = -104903.387039
  nChanged 55
		SP:Iteration 4Q (5165.420000 sec): 3 clusters
  Score: Raw -107342.357844 + Penalty 2385.349751 = -104957.008093
  nChanged 45
		SP:Iteration 5Q (5165.600000 sec): 3 clusters
  Score: Raw -107383.631049 + Penalty 2385.349751 = -104998.281298
  nChanged 33
		SP:Iteration 6Q (5165.790000 sec): 3 clusters
  Score: Raw -107417.835519 + Penalty 2385.349751 = -105032.485768
  nChanged 29
		SP:Iteration 7Q (5165.960000 sec): 3 clusters
  Score: Raw -107457.639910 + Penalty 2385.349751 = -105072.290159
  nChanged 32
		SP:Iteration 8Q (5166.160000 sec): 3 clusters
  Score: Raw -107490.501397 + Penalty 2385.349751 = -105105.151646
  nChanged 29
		SP:Iteration 9Q (5166.350000 sec): 3 clusters
  Score: Raw -107513.947734 + Penalty 2385.349751 = -105128.597983
  nChanged 29
		SP:Iteration 10Q (5166.500000 sec): 3 clusters
  Score: Raw -107535.652332 + Penalty 2385.349751 = -105150.302581
  nChanged 20
		SP:Iteration 11Q (5166.640000 sec): 3 clusters
  Score: Raw -107551.270161 + Penalty 2385.349751 = -105165.920410
  nChanged 19
		SP:Iteration 12Q (5166.790000 sec): 3 clusters
  Score: Raw -107571.239802 + Penalty 2385.349751 = -105185.890051
  nChanged 20
		SP:Iteration 13Q (5166.980000 sec): 3 clusters
  Score: Raw -107589.423506 + Penalty 2385.349751 = -105204.073755
  nChanged 21
		SP:Iteration 14Q (5167.120000 sec): 3 clusters
  Score: Raw -107607.416378 + Penalty 2385.349751 = -105222.066627
  nChanged 15
		SP:Iteration 15Q (5167.290000 sec): 3 clusters
  Score: Raw -107617.256717 + Penalty 2385.349751 = -105231.906966
  nChanged 10
		SP:Iteration 16Q (5167.450000 sec): 3 clusters
  Score: Raw -107623.777847 + Penalty 2385.349751 = -105238.428096
  nChanged 8
		SP:Iteration 17Q (5167.620000 sec): 3 clusters
  Score: Raw -107626.539511 + Penalty 2385.349751 = -105241.189760
  nChanged 5
		SP:Iteration 18Q (5167.760000 sec): 3 clusters
  Score: Raw -107628.684438 + Penalty 2385.349751 = -105243.334687
  nChanged 4
		SP:Iteration 19Q (5167.900000 sec): 3 clusters
  Score: Raw -107630.816120 + Penalty 2385.349751 = -105245.466369
  nChanged 4
		SP:Iteration 20F (5168.060000 sec): 3 clusters
  Score: Raw -107633.436704 + Penalty 2385.349751 = -105248.086953
  nChanged 7
		SP:Iteration 21Q (5168.200000 sec): 3 clusters
  Score: Raw -107640.206553 + Penalty 2385.349751 = -105254.856802
  nChanged 6
		SP:Iteration 22Q (5168.410000 sec): 3 clusters
  Score: Raw -107645.152933 + Penalty 2385.349751 = -105259.803182
  nChanged 7
		SP:Iteration 23Q (5168.570000 sec): 3 clusters
  Score: Raw -107653.171054 + Penalty 2385.349751 = -105267.821303
  nChanged 8
		SP:Iteration 24Q (5168.730000 sec): 3 clusters
  Score: Raw -107662.606871 + Penalty 2385.349751 = -105277.257120
  nChanged 13
		SP:Iteration 25Q (5168.890000 sec): 3 clusters
  Score: Raw -107671.181898 + Penalty 2385.349751 = -105285.832147
  nChanged 8
		SP:Iteration 26Q (5169.050000 sec): 3 clusters
  Score: Raw -107680.268922 + Penalty 2385.349751 = -105294.919171
  nChanged 10
		SP:Iteration 27Q (5169.200000 sec): 3 clusters
  Score: Raw -107685.881993 + Penalty 2385.349751 = -105300.532242
  nChanged 5
		SP:Iteration 28Q (5169.380000 sec): 3 clusters
  Score: Raw -107689.348211 + Penalty 2385.349751 = -105303.998460
  nChanged 6
		SP:Iteration 29Q (5169.560000 sec): 3 clusters
  Score: Raw -107693.040873 + Penalty 2385.349751 = -105307.691122
  nChanged 5
		SP:Iteration 30Q (5169.770000 sec): 3 clusters
  Score: Raw -107695.092847 + Penalty 2385.349751 = -105309.743096
  nChanged 3
		SP:Iteration 31Q (5169.920000 sec): 3 clusters
  Score: Raw -107696.232113 + Penalty 2385.349751 = -105310.882362
  nChanged 3
		SP:Iteration 32Q (5170.110000 sec): 3 clusters
  Score: Raw -107697.789378 + Penalty 2385.349751 = -105312.439627
  nChanged 1
		SP:Iteration 33Q (5170.320000 sec): 3 clusters
  Score: Raw -107698.418103 + Penalty 2385.349751 = -105313.068352
  nChanged 0
		SP:Iteration 34F (5170.560000 sec): 3 clusters
  Score: Raw -107698.418103 + Penalty 2385.349751 = -105313.068352
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5170.670000 sec): 2 clusters
  Score: Raw -226216.582821 + Penalty 1312.433741 = -224904.149081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5170.830000 sec): 3 clusters
  Score: Raw -224673.861914 + Penalty 2624.867481 = -222048.994432
  nChanged 1241
		SP:Iteration 1F (5171.000000 sec): 3 clusters
  Score: Raw -225597.102334 + Penalty 2624.867481 = -222972.234852
  nChanged 337
		SP:Iteration 2F (5171.200000 sec): 3 clusters
  Score: Raw -225912.178381 + Penalty 2624.867481 = -223287.310900
  nChanged 234
		SP:Iteration 3F (5171.360000 sec): 3 clusters
  Score: Raw -226130.274486 + Penalty 2624.867481 = -223505.407005
  nChanged 177
		SP:Iteration 4F (5171.530000 sec): 3 clusters
  Score: Raw -226263.919737 + Penalty 2624.867481 = -223639.052256
  nChanged 127
		SP:Iteration 5Q (5171.720000 sec): 3 clusters
  Score: Raw -226344.218075 + Penalty 2624.867481 = -223719.350593
  nChanged 79
		SP:Iteration 6Q (5171.870000 sec): 3 clusters
  Score: Raw -226388.075232 + Penalty 2624.867481 = -223763.207751
  nChanged 65
		SP:Iteration 7Q (5172.080000 sec): 3 clusters
  Score: Raw -226424.575285 + Penalty 2624.867481 = -223799.707803
  nChanged 58
		SP:Iteration 8Q (5172.270000 sec): 3 clusters
  Score: Raw -226453.531615 + Penalty 2624.867481 = -223828.664134
  nChanged 52
		SP:Iteration 9Q (5172.440000 sec): 3 clusters
  Score: Raw -226484.937821 + Penalty 2624.867481 = -223860.070340
  nChanged 43
		SP:Iteration 10Q (5172.610000 sec): 3 clusters
  Score: Raw -226512.140239 + Penalty 2624.867481 = -223887.272758
  nChanged 52
		SP:Iteration 11Q (5172.780000 sec): 3 clusters
  Score: Raw -226540.845809 + Penalty 2624.867481 = -223915.978327
  nChanged 51
		SP:Iteration 12Q (5172.980000 sec): 3 clusters
  Score: Raw -226570.366461 + Penalty 2624.867481 = -223945.498980
  nChanged 54
		SP:Iteration 13Q (5173.120000 sec): 3 clusters
  Score: Raw -226596.953008 + Penalty 2624.867481 = -223972.085526
  nChanged 43
		SP:Iteration 14Q (5173.280000 sec): 3 clusters
  Score: Raw -226623.712999 + Penalty 2624.867481 = -223998.845517
  nChanged 47
		SP:Iteration 15Q (5173.440000 sec): 3 clusters
  Score: Raw -226645.637938 + Penalty 2624.867481 = -224020.770456
  nChanged 29
		SP:Iteration 16Q (5173.640000 sec): 3 clusters
  Score: Raw -226657.875656 + Penalty 2624.867481 = -224033.008175
  nChanged 26
		SP:Iteration 17Q (5173.850000 sec): 3 clusters
  Score: Raw -226674.204610 + Penalty 2624.867481 = -224049.337129
  nChanged 29
		SP:Iteration 18Q (5174.020000 sec): 3 clusters
  Score: Raw -226690.540353 + Penalty 2624.867481 = -224065.672871
  nChanged 33
		SP:Iteration 19Q (5174.190000 sec): 3 clusters
  Score: Raw -226712.926163 + Penalty 2624.867481 = -224088.058682
  nChanged 39
		SP:Iteration 20F (5174.320000 sec): 3 clusters
  Score: Raw -226738.541085 + Penalty 2624.867481 = -224113.673603
  nChanged 44
		SP:Iteration 21Q (5174.470000 sec): 3 clusters
  Score: Raw -226764.391357 + Penalty 2624.867481 = -224139.523875
  nChanged 43
		SP:Iteration 22Q (5174.660000 sec): 3 clusters
  Score: Raw -226789.335949 + Penalty 2624.867481 = -224164.468467
  nChanged 39
		SP:Iteration 23Q (5174.820000 sec): 3 clusters
  Score: Raw -226821.564161 + Penalty 2624.867481 = -224196.696679
  nChanged 37
		SP:Iteration 24Q (5174.990000 sec): 3 clusters
  Score: Raw -226839.667218 + Penalty 2624.867481 = -224214.799737
  nChanged 26
		SP:Iteration 25Q (5175.150000 sec): 3 clusters
  Score: Raw -226852.733812 + Penalty 2624.867481 = -224227.866330
  nChanged 26
		SP:Iteration 26Q (5175.310000 sec): 3 clusters
  Score: Raw -226868.261845 + Penalty 2624.867481 = -224243.394363
  nChanged 39
		SP:Iteration 27Q (5175.520000 sec): 3 clusters
  Score: Raw -226889.512137 + Penalty 2624.867481 = -224264.644656
  nChanged 34
		SP:Iteration 28Q (5175.710000 sec): 3 clusters
  Score: Raw -226907.952290 + Penalty 2624.867481 = -224283.084808
  nChanged 27
		SP:Iteration 29Q (5175.890000 sec): 3 clusters
  Score: Raw -226923.615059 + Penalty 2624.867481 = -224298.747578
  nChanged 26
		SP:Iteration 30Q (5176.110000 sec): 3 clusters
  Score: Raw -226941.087996 + Penalty 2624.867481 = -224316.220514
  nChanged 32
		SP:Iteration 31Q (5176.270000 sec): 3 clusters
  Score: Raw -226958.009093 + Penalty 2624.867481 = -224333.141612
  nChanged 30
		SP:Iteration 32Q (5176.480000 sec): 3 clusters
  Score: Raw -226976.079550 + Penalty 2624.867481 = -224351.212069
  nChanged 30
		SP:Iteration 33Q (5176.680000 sec): 3 clusters
  Score: Raw -226999.888136 + Penalty 2624.867481 = -224375.020655
  nChanged 29
		SP:Iteration 34Q (5176.850000 sec): 3 clusters
  Score: Raw -227012.062044 + Penalty 2624.867481 = -224387.194563
  nChanged 11
		SP:Iteration 35Q (5177.040000 sec): 3 clusters
  Score: Raw -227014.821160 + Penalty 2624.867481 = -224389.953678
  nChanged 5
		SP:Iteration 36Q (5177.240000 sec): 3 clusters
  Score: Raw -227016.399629 + Penalty 2624.867481 = -224391.532148
  nChanged 6
		SP:Iteration 37Q (5177.450000 sec): 3 clusters
  Score: Raw -227019.012321 + Penalty 2624.867481 = -224394.144840
  nChanged 4
		SP:Iteration 38Q (5177.630000 sec): 3 clusters
  Score: Raw -227020.377660 + Penalty 2624.867481 = -224395.510178
  nChanged 2
		SP:Iteration 39Q (5177.840000 sec): 3 clusters
  Score: Raw -227020.720095 + Penalty 2624.867481 = -224395.852614
  nChanged 2
		SP:Iteration 40F (5178.070000 sec): 3 clusters
  Score: Raw -227021.375334 + Penalty 2624.867481 = -224396.507853
  nChanged 1
		SP:Iteration 41Q (5178.250000 sec): 3 clusters
  Score: Raw -227021.444113 + Penalty 2624.867481 = -224396.576631
  nChanged 1
		SP:Iteration 42Q (5178.470000 sec): 3 clusters
  Score: Raw -227021.551151 + Penalty 2624.867481 = -224396.683670
  nChanged 0
		SP:Iteration 43F (5178.630000 sec): 3 clusters
  Score: Raw -227021.551151 + Penalty 2624.867481 = -224396.683670
  nChanged 0
Deleting Class 14 (148 points): Lose 1636.482101 but Gain 2116.263048
Iteration 139Q (5216.870000 sec): 94 clusters
  Score: Raw -34877030.428877 + Penalty 196812.463459 = -34680217.965418
  nChanged 3080
Iteration 140F (5290.660000 sec): 94 clusters
  Score: Raw -34879830.343855 + Penalty 196812.463459 = -34683017.880396
  nChanged 2558
Iteration 141Q (5331.200000 sec): 94 clusters
  Score: Raw -34881118.420518 + Penalty 196812.463459 = -34684305.957060
  nChanged 1534
Iteration 142Q (5374.220000 sec): 94 clusters
  Score: Raw -34881804.363539 + Penalty 196812.463459 = -34684991.900080
  nChanged 1149
Iteration 143Q (5419.400000 sec): 94 clusters
  Score: Raw -34882320.317705 + Penalty 196812.463459 = -34685507.854246
  nChanged 906
Iteration 144Q (5465.200000 sec): 94 clusters
  Score: Raw -34882693.819406 + Penalty 196812.463459 = -34685881.355947
  nChanged 708
Iteration 145Q (5512.430000 sec): 94 clusters
  Score: Raw -34882942.335406 + Penalty 196812.463459 = -34686129.871947
  nChanged 567
Iteration 146Q (5559.840000 sec): 94 clusters
  Score: Raw -34883121.613372 + Penalty 196812.463459 = -34686309.149913
  nChanged 519
Iteration 147Q (5603.560000 sec): 94 clusters
  Score: Raw -34883282.237281 + Penalty 196812.463459 = -34686469.773822
  nChanged 485
Iteration 148Q (5645.760000 sec): 94 clusters
  Score: Raw -34883412.168562 + Penalty 196812.463459 = -34686599.705103
  nChanged 396
Iteration 149Q (5694.930000 sec): 94 clusters
  Score: Raw -34883501.413851 + Penalty 196812.463459 = -34686688.950392
  nChanged 338
Iteration 150Q (5739.330000 sec): 94 clusters
  Score: Raw -34883579.463938 + Penalty 196812.463459 = -34686767.000479
  nChanged 306
Iteration 151Q (5788.570000 sec): 94 clusters
  Score: Raw -34883658.015533 + Penalty 196812.463459 = -34686845.552074
  nChanged 242
Iteration 152Q (5837.690000 sec): 94 clusters
  Score: Raw -34883718.593280 + Penalty 196812.463459 = -34686906.129821
  nChanged 224
Iteration 153Q (5888.120000 sec): 94 clusters
  Score: Raw -34883768.143719 + Penalty 196812.463459 = -34686955.680260
  nChanged 224
Iteration 154Q (5932.320000 sec): 94 clusters
  Score: Raw -34883821.457000 + Penalty 196812.463459 = -34687008.993541
  nChanged 210
Iteration 155Q (5969.900000 sec): 94 clusters
  Score: Raw -34883856.814807 + Penalty 196812.463459 = -34687044.351348
  nChanged 177
Iteration 156Q (6010.340000 sec): 94 clusters
  Score: Raw -34883891.661072 + Penalty 196812.463459 = -34687079.197613
  nChanged 189
Iteration 157Q (6054.180000 sec): 94 clusters
  Score: Raw -34883932.576918 + Penalty 196812.463459 = -34687120.113459
  nChanged 190
Iteration 158Q (6100.060000 sec): 94 clusters
  Score: Raw -34883966.582587 + Penalty 196812.463459 = -34687154.119128
  nChanged 175
Iteration 159Q (6145.250000 sec): 94 clusters
  Score: Raw -34883999.057556 + Penalty 196812.463459 = -34687186.594098
  nChanged 151
Iteration 160F (6223.140000 sec): 94 clusters
  Score: Raw -34884054.406302 + Penalty 196812.463459 = -34687241.942843
  nChanged 183
Iteration 161Q (6264.220000 sec): 94 clusters
  Score: Raw -34884124.186081 + Penalty 196812.463459 = -34687311.722622
  nChanged 177
Iteration 162Q (6304.490000 sec): 94 clusters
  Score: Raw -34884189.148938 + Penalty 196812.463459 = -34687376.685479
  nChanged 167
Iteration 163Q (6348.150000 sec): 94 clusters
  Score: Raw -34884249.001951 + Penalty 196812.463459 = -34687436.538492
  nChanged 184
Iteration 164Q (6388.670000 sec): 94 clusters
  Score: Raw -34884294.516287 + Penalty 196812.463459 = -34687482.052828
  nChanged 154
Iteration 165Q (6428.570000 sec): 94 clusters
  Score: Raw -34884317.989643 + Penalty 196812.463459 = -34687505.526184
  nChanged 138
Iteration 166Q (6469.390000 sec): 94 clusters
  Score: Raw -34884347.140106 + Penalty 196812.463459 = -34687534.676647
  nChanged 124
Iteration 167Q (6501.480000 sec): 94 clusters
  Score: Raw -34884368.518197 + Penalty 196812.463459 = -34687556.054738
  nChanged 130
Iteration 168Q (6541.020000 sec): 94 clusters
  Score: Raw -34884387.554344 + Penalty 196812.463459 = -34687575.090885
  nChanged 109
Iteration 169Q (6581.000000 sec): 94 clusters
  Score: Raw -34884398.095102 + Penalty 196812.463459 = -34687585.631644
  nChanged 95
Iteration 170Q (6624.960000 sec): 94 clusters
  Score: Raw -34884410.520279 + Penalty 196812.463459 = -34687598.056820
  nChanged 92
Iteration 171Q (6663.960000 sec): 94 clusters
  Score: Raw -34884426.306683 + Penalty 196812.463459 = -34687613.843224
  nChanged 80
Iteration 172Q (6708.660000 sec): 94 clusters
  Score: Raw -34884443.210633 + Penalty 196812.463459 = -34687630.747174
  nChanged 94
Iteration 173Q (6749.830000 sec): 94 clusters
  Score: Raw -34884461.283754 + Penalty 196812.463459 = -34687648.820295
  nChanged 75
Iteration 174Q (6789.330000 sec): 94 clusters
  Score: Raw -34884474.184561 + Penalty 196812.463459 = -34687661.721102
  nChanged 55
Iteration 175Q (6838.330000 sec): 94 clusters
  Score: Raw -34884481.684223 + Penalty 196812.463459 = -34687669.220764
  nChanged 55
Iteration 176Q (6886.230000 sec): 94 clusters
  Score: Raw -34884488.176949 + Penalty 196812.463459 = -34687675.713490
  nChanged 47
Iteration 177Q (6929.050000 sec): 94 clusters
  Score: Raw -34884492.362306 + Penalty 196812.463459 = -34687679.898847
  nChanged 41
Iteration 178Q (6965.070000 sec): 94 clusters
  Score: Raw -34884496.298413 + Penalty 196812.463459 = -34687683.834954
  nChanged 40
Writing temp clu file 
Because OldScore, -34687679.898847, is greater than current (better) Score,-34687683.834954 
 Compute initial score before splitting:   Score: Raw -34884496.298413 + Penalty 196812.463459 = -34687683.834954
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6965.240000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6965.380000 sec): 3 clusters
  Score: Raw -110670.379718 + Penalty 2345.430583 = -108324.949135
  nChanged 428
		SP:Iteration 1F (6965.590000 sec): 3 clusters
  Score: Raw -110982.003628 + Penalty 2345.430583 = -108636.573045
  nChanged 110
		SP:Iteration 2F (6965.760000 sec): 3 clusters
  Score: Raw -111102.966346 + Penalty 2345.430583 = -108757.535763
  nChanged 74
		SP:Iteration 3F (6965.960000 sec): 3 clusters
  Score: Raw -111182.692364 + Penalty 2345.430583 = -108837.261781
  nChanged 52
		SP:Iteration 4Q (6966.140000 sec): 3 clusters
  Score: Raw -111255.789966 + Penalty 2345.430583 = -108910.359383
  nChanged 40
		SP:Iteration 5Q (6966.300000 sec): 3 clusters
  Score: Raw -111315.184873 + Penalty 2345.430583 = -108969.754290
  nChanged 39
		SP:Iteration 6Q (6966.480000 sec): 3 clusters
  Score: Raw -111380.671732 + Penalty 2345.430583 = -109035.241149
  nChanged 41
		SP:Iteration 7Q (6966.600000 sec): 3 clusters
  Score: Raw -111416.261636 + Penalty 2345.430583 = -109070.831053
  nChanged 24
		SP:Iteration 8Q (6966.780000 sec): 3 clusters
  Score: Raw -111437.067116 + Penalty 2345.430583 = -109091.636532
  nChanged 21
		SP:Iteration 9Q (6967.000000 sec): 3 clusters
  Score: Raw -111457.428641 + Penalty 2345.430583 = -109111.998058
  nChanged 19
		SP:Iteration 10Q (6967.160000 sec): 3 clusters
  Score: Raw -111472.827123 + Penalty 2345.430583 = -109127.396540
  nChanged 15
		SP:Iteration 11Q (6967.320000 sec): 3 clusters
  Score: Raw -111486.662165 + Penalty 2345.430583 = -109141.231581
  nChanged 20
		SP:Iteration 12Q (6967.510000 sec): 3 clusters
  Score: Raw -111507.979170 + Penalty 2345.430583 = -109162.548587
  nChanged 23
		SP:Iteration 13Q (6967.690000 sec): 3 clusters
  Score: Raw -111532.636124 + Penalty 2345.430583 = -109187.205541
  nChanged 22
		SP:Iteration 14Q (6967.850000 sec): 3 clusters
  Score: Raw -111552.487035 + Penalty 2345.430583 = -109207.056452
  nChanged 22
		SP:Iteration 15Q (6968.060000 sec): 3 clusters
  Score: Raw -111578.194055 + Penalty 2345.430583 = -109232.763472
  nChanged 14
		SP:Iteration 16Q (6968.210000 sec): 3 clusters
  Score: Raw -111592.886209 + Penalty 2345.430583 = -109247.455625
  nChanged 13
		SP:Iteration 17Q (6968.400000 sec): 3 clusters
  Score: Raw -111605.145897 + Penalty 2345.430583 = -109259.715314
  nChanged 14
		SP:Iteration 18Q (6968.560000 sec): 3 clusters
  Score: Raw -111616.099611 + Penalty 2345.430583 = -109270.669028
  nChanged 17
		SP:Iteration 19Q (6968.750000 sec): 3 clusters
  Score: Raw -111631.653305 + Penalty 2345.430583 = -109286.222722
  nChanged 9
		SP:Iteration 20F (6968.930000 sec): 3 clusters
  Score: Raw -111638.106585 + Penalty 2345.430583 = -109292.676002
  nChanged 7
		SP:Iteration 21Q (6969.100000 sec): 3 clusters
  Score: Raw -111642.325038 + Penalty 2345.430583 = -109296.894454
  nChanged 9
		SP:Iteration 22Q (6969.270000 sec): 3 clusters
  Score: Raw -111649.611803 + Penalty 2345.430583 = -109304.181220
  nChanged 9
		SP:Iteration 23Q (6969.470000 sec): 3 clusters
  Score: Raw -111655.631590 + Penalty 2345.430583 = -109310.201006
  nChanged 9
		SP:Iteration 24Q (6969.630000 sec): 3 clusters
  Score: Raw -111662.273712 + Penalty 2345.430583 = -109316.843129
  nChanged 7
		SP:Iteration 25Q (6969.810000 sec): 3 clusters
  Score: Raw -111666.950483 + Penalty 2345.430583 = -109321.519900
  nChanged 6
		SP:Iteration 26Q (6970.020000 sec): 3 clusters
  Score: Raw -111674.699995 + Penalty 2345.430583 = -109329.269412
  nChanged 13
		SP:Iteration 27Q (6970.200000 sec): 3 clusters
  Score: Raw -111687.572635 + Penalty 2345.430583 = -109342.142052
  nChanged 8
		SP:Iteration 28Q (6970.350000 sec): 3 clusters
  Score: Raw -111696.028332 + Penalty 2345.430583 = -109350.597749
  nChanged 6
		SP:Iteration 29Q (6970.550000 sec): 3 clusters
  Score: Raw -111703.314409 + Penalty 2345.430583 = -109357.883826
  nChanged 4
		SP:Iteration 30Q (6970.680000 sec): 3 clusters
  Score: Raw -111708.107644 + Penalty 2345.430583 = -109362.677061
  nChanged 5
		SP:Iteration 31Q (6970.860000 sec): 3 clusters
  Score: Raw -111712.668742 + Penalty 2345.430583 = -109367.238159
  nChanged 4
		SP:Iteration 32Q (6971.030000 sec): 3 clusters
  Score: Raw -111716.368649 + Penalty 2345.430583 = -109370.938066
  nChanged 3
		SP:Iteration 33Q (6971.210000 sec): 3 clusters
  Score: Raw -111717.548307 + Penalty 2345.430583 = -109372.117724
  nChanged 0
		SP:Iteration 34F (6971.360000 sec): 3 clusters
  Score: Raw -111717.548307 + Penalty 2345.430583 = -109372.117724
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6971.480000 sec): 2 clusters
  Score: Raw -228654.189780 + Penalty 1287.072557 = -227367.117223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6971.620000 sec): 3 clusters
  Score: Raw -227406.857045 + Penalty 2574.145114 = -224832.711931
  nChanged 1024
		SP:Iteration 1F (6971.800000 sec): 3 clusters
  Score: Raw -228113.135778 + Penalty 2574.145114 = -225538.990664
  nChanged 271
		SP:Iteration 2F (6972.010000 sec): 3 clusters
  Score: Raw -228428.951906 + Penalty 2574.145114 = -225854.806792
  nChanged 220
		SP:Iteration 3F (6972.150000 sec): 3 clusters
  Score: Raw -228698.576197 + Penalty 2574.145114 = -226124.431083
  nChanged 204
		SP:Iteration 4F (6972.320000 sec): 3 clusters
  Score: Raw -228973.210806 + Penalty 2574.145114 = -226399.065692
  nChanged 164
		SP:Iteration 5F (6972.560000 sec): 3 clusters
  Score: Raw -229158.193515 + Penalty 2574.145114 = -226584.048400
  nChanged 137
		SP:Iteration 6Q (6972.720000 sec): 3 clusters
  Score: Raw -229288.927201 + Penalty 2574.145114 = -226714.782087
  nChanged 92
		SP:Iteration 7Q (6972.930000 sec): 3 clusters
  Score: Raw -229361.166056 + Penalty 2574.145114 = -226787.020942
  nChanged 54
		SP:Iteration 8Q (6973.110000 sec): 3 clusters
  Score: Raw -229400.684355 + Penalty 2574.145114 = -226826.539241
  nChanged 45
		SP:Iteration 9Q (6973.280000 sec): 3 clusters
  Score: Raw -229427.652070 + Penalty 2574.145114 = -226853.506956
  nChanged 24
		SP:Iteration 10Q (6973.450000 sec): 3 clusters
  Score: Raw -229439.091343 + Penalty 2574.145114 = -226864.946229
  nChanged 16
		SP:Iteration 11Q (6973.630000 sec): 3 clusters
  Score: Raw -229446.731039 + Penalty 2574.145114 = -226872.585924
  nChanged 12
		SP:Iteration 12Q (6973.820000 sec): 3 clusters
  Score: Raw -229452.787537 + Penalty 2574.145114 = -226878.642423
  nChanged 5
		SP:Iteration 13Q (6974.040000 sec): 3 clusters
  Score: Raw -229454.946366 + Penalty 2574.145114 = -226880.801252
  nChanged 10
		SP:Iteration 14Q (6974.160000 sec): 3 clusters
  Score: Raw -229458.049851 + Penalty 2574.145114 = -226883.904737
  nChanged 6
		SP:Iteration 15Q (6974.360000 sec): 3 clusters
  Score: Raw -229460.099421 + Penalty 2574.145114 = -226885.954306
  nChanged 7
		SP:Iteration 16Q (6974.500000 sec): 3 clusters
  Score: Raw -229462.342731 + Penalty 2574.145114 = -226888.197617
  nChanged 4
		SP:Iteration 17Q (6974.720000 sec): 3 clusters
  Score: Raw -229463.773904 + Penalty 2574.145114 = -226889.628790
  nChanged 2
		SP:Iteration 18Q (6974.900000 sec): 3 clusters
  Score: Raw -229464.277854 + Penalty 2574.145114 = -226890.132740
  nChanged 3
		SP:Iteration 19Q (6975.060000 sec): 3 clusters
  Score: Raw -229465.104242 + Penalty 2574.145114 = -226890.959128
  nChanged 2
		SP:Iteration 20F (6975.240000 sec): 3 clusters
  Score: Raw -229466.221692 + Penalty 2574.145114 = -226892.076578
  nChanged 2
		SP:Iteration 21Q (6975.400000 sec): 3 clusters
  Score: Raw -229467.124272 + Penalty 2574.145114 = -226892.979158
  nChanged 1
		SP:Iteration 22Q (6975.550000 sec): 3 clusters
  Score: Raw -229467.544144 + Penalty 2574.145114 = -226893.399030
  nChanged 1
		SP:Iteration 23Q (6975.750000 sec): 3 clusters
  Score: Raw -229468.104109 + Penalty 2574.145114 = -226893.958995
  nChanged 1
		SP:Iteration 24Q (6975.920000 sec): 3 clusters
  Score: Raw -229468.380471 + Penalty 2574.145114 = -226894.235357
  nChanged 0
		SP:Iteration 25F (6976.100000 sec): 3 clusters
  Score: Raw -229468.380471 + Penalty 2574.145114 = -226894.235357
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6976.170000 sec): 2 clusters
  Score: Raw -99202.385457 + Penalty 1165.019378 = -98037.366079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6976.360000 sec): 3 clusters
  Score: Raw -98716.913628 + Penalty 2330.038755 = -96386.874873
  nChanged 423
		SP:Iteration 1F (6976.530000 sec): 3 clusters
  Score: Raw -99061.039610 + Penalty 2330.038755 = -96731.000855
  nChanged 137
		SP:Iteration 2F (6976.660000 sec): 3 clusters
  Score: Raw -99223.114017 + Penalty 2330.038755 = -96893.075261
  nChanged 90
		SP:Iteration 3F (6976.850000 sec): 3 clusters
  Score: Raw -99338.519816 + Penalty 2330.038755 = -97008.481060
  nChanged 61
		SP:Iteration 4Q (6977.050000 sec): 3 clusters
  Score: Raw -99446.645655 + Penalty 2330.038755 = -97116.606900
  nChanged 51
		SP:Iteration 5Q (6977.190000 sec): 3 clusters
  Score: Raw -99517.766591 + Penalty 2330.038755 = -97187.727836
  nChanged 39
		SP:Iteration 6Q (6977.340000 sec): 3 clusters
  Score: Raw -99566.991038 + Penalty 2330.038755 = -97236.952283
  nChanged 40
		SP:Iteration 7Q (6977.510000 sec): 3 clusters
  Score: Raw -99611.400141 + Penalty 2330.038755 = -97281.361386
  nChanged 27
		SP:Iteration 8Q (6977.670000 sec): 3 clusters
  Score: Raw -99641.891014 + Penalty 2330.038755 = -97311.852259
  nChanged 16
		SP:Iteration 9Q (6977.850000 sec): 3 clusters
  Score: Raw -99657.103549 + Penalty 2330.038755 = -97327.064793
  nChanged 12
		SP:Iteration 10Q (6978.030000 sec): 3 clusters
  Score: Raw -99668.597130 + Penalty 2330.038755 = -97338.558374
  nChanged 17
		SP:Iteration 11Q (6978.210000 sec): 3 clusters
  Score: Raw -99683.394248 + Penalty 2330.038755 = -97353.355492
  nChanged 16
		SP:Iteration 12Q (6978.410000 sec): 3 clusters
  Score: Raw -99697.034929 + Penalty 2330.038755 = -97366.996174
  nChanged 13
		SP:Iteration 13Q (6978.610000 sec): 3 clusters
  Score: Raw -99707.253417 + Penalty 2330.038755 = -97377.214662
  nChanged 14
		SP:Iteration 14Q (6978.770000 sec): 3 clusters
  Score: Raw -99721.244917 + Penalty 2330.038755 = -97391.206162
  nChanged 21
		SP:Iteration 15Q (6978.960000 sec): 3 clusters
  Score: Raw -99745.103503 + Penalty 2330.038755 = -97415.064748
  nChanged 19
		SP:Iteration 16Q (6979.110000 sec): 3 clusters
  Score: Raw -99765.978661 + Penalty 2330.038755 = -97435.939906
  nChanged 22
		SP:Iteration 17Q (6979.280000 sec): 3 clusters
  Score: Raw -99792.216395 + Penalty 2330.038755 = -97462.177640
  nChanged 16
		SP:Iteration 18Q (6979.450000 sec): 3 clusters
  Score: Raw -99805.233536 + Penalty 2330.038755 = -97475.194780
  nChanged 14
		SP:Iteration 19Q (6979.590000 sec): 3 clusters
  Score: Raw -99816.677637 + Penalty 2330.038755 = -97486.638882
  nChanged 12
		SP:Iteration 20F (6979.830000 sec): 3 clusters
  Score: Raw -99823.840566 + Penalty 2330.038755 = -97493.801811
  nChanged 7
		SP:Iteration 21Q (6980.020000 sec): 3 clusters
  Score: Raw -99828.952678 + Penalty 2330.038755 = -97498.913923
  nChanged 6
		SP:Iteration 22Q (6980.150000 sec): 3 clusters
  Score: Raw -99841.510827 + Penalty 2330.038755 = -97511.472072
  nChanged 14
		SP:Iteration 23Q (6980.330000 sec): 3 clusters
  Score: Raw -99860.816231 + Penalty 2330.038755 = -97530.777475
  nChanged 18
		SP:Iteration 24Q (6980.530000 sec): 3 clusters
  Score: Raw -99891.300399 + Penalty 2330.038755 = -97561.261644
  nChanged 22
		SP:Iteration 25Q (6980.670000 sec): 3 clusters
  Score: Raw -99917.038541 + Penalty 2330.038755 = -97586.999785
  nChanged 21
		SP:Iteration 26Q (6980.850000 sec): 3 clusters
  Score: Raw -99949.634490 + Penalty 2330.038755 = -97619.595734
  nChanged 30
		SP:Iteration 27Q (6981.050000 sec): 3 clusters
  Score: Raw -99988.700727 + Penalty 2330.038755 = -97658.661972
  nChanged 30
		SP:Iteration 28Q (6981.210000 sec): 3 clusters
  Score: Raw -100028.835104 + Penalty 2330.038755 = -97698.796349
  nChanged 21
		SP:Iteration 29Q (6981.370000 sec): 3 clusters
  Score: Raw -100058.897631 + Penalty 2330.038755 = -97728.858875
  nChanged 15
		SP:Iteration 30Q (6981.550000 sec): 3 clusters
  Score: Raw -100079.676657 + Penalty 2330.038755 = -97749.637901
  nChanged 12
		SP:Iteration 31Q (6981.760000 sec): 3 clusters
  Score: Raw -100092.618232 + Penalty 2330.038755 = -97762.579476
  nChanged 14
		SP:Iteration 32Q (6981.970000 sec): 3 clusters
  Score: Raw -100105.517564 + Penalty 2330.038755 = -97775.478809
  nChanged 12
		SP:Iteration 33Q (6982.120000 sec): 3 clusters
  Score: Raw -100120.099718 + Penalty 2330.038755 = -97790.060963
  nChanged 9
		SP:Iteration 34Q (6982.260000 sec): 3 clusters
  Score: Raw -100129.559639 + Penalty 2330.038755 = -97799.520884
  nChanged 7
		SP:Iteration 35Q (6982.450000 sec): 3 clusters
  Score: Raw -100134.703820 + Penalty 2330.038755 = -97804.665065
  nChanged 1
		SP:Iteration 36Q (6982.570000 sec): 3 clusters
  Score: Raw -100136.189444 + Penalty 2330.038755 = -97806.150689
  nChanged 0
		SP:Iteration 37F (6982.770000 sec): 3 clusters
  Score: Raw -100166.131922 + Penalty 2330.038755 = -97836.093166
  nChanged 10
		SP:Iteration 38Q (6982.900000 sec): 3 clusters
  Score: Raw -100189.037834 + Penalty 2330.038755 = -97858.999078
  nChanged 8
		SP:Iteration 39Q (6983.050000 sec): 3 clusters
  Score: Raw -100196.563885 + Penalty 2330.038755 = -97866.525129
  nChanged 6
		SP:Iteration 40F (6983.180000 sec): 3 clusters
  Score: Raw -100201.291131 + Penalty 2330.038755 = -97871.252376
  nChanged 4
		SP:Iteration 41Q (6983.360000 sec): 3 clusters
  Score: Raw -100203.963882 + Penalty 2330.038755 = -97873.925127
  nChanged 2
		SP:Iteration 42Q (6983.490000 sec): 3 clusters
  Score: Raw -100204.851089 + Penalty 2330.038755 = -97874.812334
  nChanged 2
		SP:Iteration 43Q (6983.640000 sec): 3 clusters
  Score: Raw -100206.047282 + Penalty 2330.038755 = -97876.008527
  nChanged 1
		SP:Iteration 44Q (6983.790000 sec): 3 clusters
  Score: Raw -100207.463933 + Penalty 2330.038755 = -97877.425177
  nChanged 2
		SP:Iteration 45Q (6983.970000 sec): 3 clusters
  Score: Raw -100209.334002 + Penalty 2330.038755 = -97879.295246
  nChanged 0
		SP:Iteration 46F (6984.100000 sec): 3 clusters
  Score: Raw -100209.334002 + Penalty 2330.038755 = -97879.295246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6984.240000 sec): 2 clusters
  Score: Raw -229866.557663 + Penalty 1289.765342 = -228576.792321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6984.390000 sec): 3 clusters
  Score: Raw -228595.365128 + Penalty 2579.530684 = -226015.834444
  nChanged 1037
		SP:Iteration 1F (6984.600000 sec): 3 clusters
  Score: Raw -229171.094608 + Penalty 2579.530684 = -226591.563924
  nChanged 208
		SP:Iteration 2F (6984.720000 sec): 3 clusters
  Score: Raw -229316.786633 + Penalty 2579.530684 = -226737.255949
  nChanged 151
		SP:Iteration 3F (6984.900000 sec): 3 clusters
  Score: Raw -229416.824985 + Penalty 2579.530684 = -226837.294301
  nChanged 113
		SP:Iteration 4Q (6985.150000 sec): 3 clusters
  Score: Raw -229492.765165 + Penalty 2579.530684 = -226913.234481
  nChanged 98
		SP:Iteration 5Q (6985.340000 sec): 3 clusters
  Score: Raw -229549.670320 + Penalty 2579.530684 = -226970.139636
  nChanged 85
		SP:Iteration 6Q (6985.520000 sec): 3 clusters
  Score: Raw -229605.905096 + Penalty 2579.530684 = -227026.374412
  nChanged 99
		SP:Iteration 7Q (6985.710000 sec): 3 clusters
  Score: Raw -229663.567622 + Penalty 2579.530684 = -227084.036938
  nChanged 86
		SP:Iteration 8Q (6985.950000 sec): 3 clusters
  Score: Raw -229715.926482 + Penalty 2579.530684 = -227136.395798
  nChanged 76
		SP:Iteration 9Q (6986.090000 sec): 3 clusters
  Score: Raw -229769.255416 + Penalty 2579.530684 = -227189.724731
  nChanged 92
		SP:Iteration 10Q (6986.320000 sec): 3 clusters
  Score: Raw -229817.567915 + Penalty 2579.530684 = -227238.037231
  nChanged 69
		SP:Iteration 11Q (6986.480000 sec): 3 clusters
  Score: Raw -229856.003320 + Penalty 2579.530684 = -227276.472636
  nChanged 73
		SP:Iteration 12Q (6986.700000 sec): 3 clusters
  Score: Raw -229899.705207 + Penalty 2579.530684 = -227320.174523
  nChanged 65
		SP:Iteration 13Q (6986.860000 sec): 3 clusters
  Score: Raw -229934.736337 + Penalty 2579.530684 = -227355.205652
  nChanged 46
		SP:Iteration 14Q (6987.070000 sec): 3 clusters
  Score: Raw -229958.835138 + Penalty 2579.530684 = -227379.304454
  nChanged 43
		SP:Iteration 15Q (6987.230000 sec): 3 clusters
  Score: Raw -229979.102680 + Penalty 2579.530684 = -227399.571996
  nChanged 32
		SP:Iteration 16Q (6987.420000 sec): 3 clusters
  Score: Raw -229993.404212 + Penalty 2579.530684 = -227413.873528
  nChanged 28
		SP:Iteration 17Q (6987.630000 sec): 3 clusters
  Score: Raw -230004.258724 + Penalty 2579.530684 = -227424.728040
  nChanged 27
		SP:Iteration 18Q (6987.770000 sec): 3 clusters
  Score: Raw -230016.150079 + Penalty 2579.530684 = -227436.619395
  nChanged 23
		SP:Iteration 19Q (6987.970000 sec): 3 clusters
  Score: Raw -230025.737240 + Penalty 2579.530684 = -227446.206556
  nChanged 15
		SP:Iteration 20F (6988.160000 sec): 3 clusters
  Score: Raw -230031.599409 + Penalty 2579.530684 = -227452.068725
  nChanged 14
		SP:Iteration 21Q (6988.370000 sec): 3 clusters
  Score: Raw -230036.433578 + Penalty 2579.530684 = -227456.902894
  nChanged 11
		SP:Iteration 22Q (6988.590000 sec): 3 clusters
  Score: Raw -230041.010001 + Penalty 2579.530684 = -227461.479317
  nChanged 9
		SP:Iteration 23Q (6988.780000 sec): 3 clusters
  Score: Raw -230043.590614 + Penalty 2579.530684 = -227464.059930
  nChanged 7
		SP:Iteration 24Q (6988.970000 sec): 3 clusters
  Score: Raw -230045.800489 + Penalty 2579.530684 = -227466.269805
  nChanged 5
		SP:Iteration 25Q (6989.170000 sec): 3 clusters
  Score: Raw -230047.216555 + Penalty 2579.530684 = -227467.685871
  nChanged 3
		SP:Iteration 26Q (6989.330000 sec): 3 clusters
  Score: Raw -230047.981884 + Penalty 2579.530684 = -227468.451200
  nChanged 2
		SP:Iteration 27Q (6989.520000 sec): 3 clusters
  Score: Raw -230049.666367 + Penalty 2579.530684 = -227470.135683
  nChanged 1
		SP:Iteration 28Q (6989.680000 sec): 3 clusters
  Score: Raw -230050.297123 + Penalty 2579.530684 = -227470.766439
  nChanged 2
		SP:Iteration 29Q (6989.890000 sec): 3 clusters
  Score: Raw -230050.945941 + Penalty 2579.530684 = -227471.415257
  nChanged 1
		SP:Iteration 30Q (6990.060000 sec): 3 clusters
  Score: Raw -230051.725630 + Penalty 2579.530684 = -227472.194946
  nChanged 1
		SP:Iteration 31Q (6990.280000 sec): 3 clusters
  Score: Raw -230052.178870 + Penalty 2579.530684 = -227472.648186
  nChanged 1
		SP:Iteration 32Q (6990.470000 sec): 3 clusters
  Score: Raw -230052.327455 + Penalty 2579.530684 = -227472.796771
  nChanged 1
		SP:Iteration 33Q (6990.690000 sec): 3 clusters
  Score: Raw -230052.854818 + Penalty 2579.530684 = -227473.324134
  nChanged 0
		SP:Iteration 34F (6990.930000 sec): 3 clusters
  Score: Raw -230052.854818 + Penalty 2579.530684 = -227473.324134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6990.990000 sec): 2 clusters
  Score: Raw -80994.661643 + Penalty 1147.187865 = -79847.473779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6991.180000 sec): 3 clusters
  Score: Raw -80690.488888 + Penalty 2294.375729 = -78396.113158
  nChanged 369
		SP:Iteration 1F (6991.350000 sec): 3 clusters
  Score: Raw -81141.430152 + Penalty 2294.375729 = -78847.054423
  nChanged 116
		SP:Iteration 2F (6991.520000 sec): 3 clusters
  Score: Raw -81326.470006 + Penalty 2294.375729 = -79032.094277
  nChanged 80
		SP:Iteration 3F (6991.750000 sec): 3 clusters
  Score: Raw -81464.454796 + Penalty 2294.375729 = -79170.079066
  nChanged 62
		SP:Iteration 4F (6991.910000 sec): 3 clusters
  Score: Raw -81583.609017 + Penalty 2294.375729 = -79289.233288
  nChanged 52
		SP:Iteration 5Q (6992.070000 sec): 3 clusters
  Score: Raw -81689.156156 + Penalty 2294.375729 = -79394.780427
  nChanged 39
		SP:Iteration 6Q (6992.270000 sec): 3 clusters
  Score: Raw -81767.493122 + Penalty 2294.375729 = -79473.117393
  nChanged 48
		SP:Iteration 7Q (6992.440000 sec): 3 clusters
  Score: Raw -81839.013147 + Penalty 2294.375729 = -79544.637418
  nChanged 29
		SP:Iteration 8Q (6992.590000 sec): 3 clusters
  Score: Raw -81876.393856 + Penalty 2294.375729 = -79582.018127
  nChanged 31
		SP:Iteration 9Q (6992.730000 sec): 3 clusters
  Score: Raw -81911.060971 + Penalty 2294.375729 = -79616.685242
  nChanged 26
		SP:Iteration 10Q (6992.830000 sec): 3 clusters
  Score: Raw -81945.904749 + Penalty 2294.375729 = -79651.529019
  nChanged 18
		SP:Iteration 11Q (6993.050000 sec): 3 clusters
  Score: Raw -81968.378417 + Penalty 2294.375729 = -79674.002688
  nChanged 13
		SP:Iteration 12Q (6993.190000 sec): 3 clusters
  Score: Raw -81983.553742 + Penalty 2294.375729 = -79689.178013
  nChanged 10
		SP:Iteration 13Q (6993.390000 sec): 3 clusters
  Score: Raw -81993.510632 + Penalty 2294.375729 = -79699.134902
  nChanged 5
		SP:Iteration 14Q (6993.610000 sec): 3 clusters
  Score: Raw -81997.646593 + Penalty 2294.375729 = -79703.270864
  nChanged 3
		SP:Iteration 15Q (6993.770000 sec): 3 clusters
  Score: Raw -82001.601802 + Penalty 2294.375729 = -79707.226073
  nChanged 2
		SP:Iteration 16Q (6993.970000 sec): 3 clusters
  Score: Raw -82003.111050 + Penalty 2294.375729 = -79708.735321
  nChanged 0
		SP:Iteration 17F (6994.200000 sec): 3 clusters
  Score: Raw -82003.111050 + Penalty 2294.375729 = -79708.735321
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6994.310000 sec): 2 clusters
  Score: Raw -140492.851587 + Penalty 1211.767714 = -139281.083873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6994.500000 sec): 3 clusters
  Score: Raw -139800.752210 + Penalty 2423.535429 = -137377.216781
  nChanged 576
		SP:Iteration 1F (6994.670000 sec): 3 clusters
  Score: Raw -140205.814954 + Penalty 2423.535429 = -137782.279525
  nChanged 134
		SP:Iteration 2F (6994.860000 sec): 3 clusters
  Score: Raw -140305.474630 + Penalty 2423.535429 = -137881.939201
  nChanged 74
		SP:Iteration 3Q (6995.020000 sec): 3 clusters
  Score: Raw -140360.089277 + Penalty 2423.535429 = -137936.553848
  nChanged 48
		SP:Iteration 4Q (6995.210000 sec): 3 clusters
  Score: Raw -140397.979945 + Penalty 2423.535429 = -137974.444516
  nChanged 40
		SP:Iteration 5Q (6995.350000 sec): 3 clusters
  Score: Raw -140423.341114 + Penalty 2423.535429 = -137999.805685
  nChanged 30
		SP:Iteration 6Q (6995.530000 sec): 3 clusters
  Score: Raw -140442.635317 + Penalty 2423.535429 = -138019.099888
  nChanged 24
		SP:Iteration 7Q (6995.710000 sec): 3 clusters
  Score: Raw -140453.996577 + Penalty 2423.535429 = -138030.461148
  nChanged 21
		SP:Iteration 8Q (6995.870000 sec): 3 clusters
  Score: Raw -140468.158989 + Penalty 2423.535429 = -138044.623560
  nChanged 18
		SP:Iteration 9Q (6996.030000 sec): 3 clusters
  Score: Raw -140477.594409 + Penalty 2423.535429 = -138054.058980
  nChanged 13
		SP:Iteration 10Q (6996.140000 sec): 3 clusters
  Score: Raw -140483.620569 + Penalty 2423.535429 = -138060.085140
  nChanged 12
		SP:Iteration 11Q (6996.300000 sec): 3 clusters
  Score: Raw -140487.030359 + Penalty 2423.535429 = -138063.494930
  nChanged 5
		SP:Iteration 12Q (6996.440000 sec): 3 clusters
  Score: Raw -140491.105146 + Penalty 2423.535429 = -138067.569717
  nChanged 8
		SP:Iteration 13Q (6996.630000 sec): 3 clusters
  Score: Raw -140494.480073 + Penalty 2423.535429 = -138070.944644
  nChanged 7
		SP:Iteration 14Q (6996.800000 sec): 3 clusters
  Score: Raw -140498.810423 + Penalty 2423.535429 = -138075.274994
  nChanged 4
		SP:Iteration 15Q (6996.950000 sec): 3 clusters
  Score: Raw -140501.790295 + Penalty 2423.535429 = -138078.254866
  nChanged 6
		SP:Iteration 16Q (6997.130000 sec): 3 clusters
  Score: Raw -140504.718707 + Penalty 2423.535429 = -138081.183278
  nChanged 7
		SP:Iteration 17Q (6997.280000 sec): 3 clusters
  Score: Raw -140508.492311 + Penalty 2423.535429 = -138084.956882
  nChanged 7
		SP:Iteration 18Q (6997.440000 sec): 3 clusters
  Score: Raw -140511.316673 + Penalty 2423.535429 = -138087.781244
  nChanged 4
		SP:Iteration 19Q (6997.610000 sec): 3 clusters
  Score: Raw -140513.596144 + Penalty 2423.535429 = -138090.060715
  nChanged 2
		SP:Iteration 20F (6997.800000 sec): 3 clusters
  Score: Raw -140515.284331 + Penalty 2423.535429 = -138091.748902
  nChanged 3
		SP:Iteration 21Q (6997.970000 sec): 3 clusters
  Score: Raw -140516.031121 + Penalty 2423.535429 = -138092.495692
  nChanged 3
		SP:Iteration 22Q (6998.130000 sec): 3 clusters
  Score: Raw -140516.881250 + Penalty 2423.535429 = -138093.345821
  nChanged 3
		SP:Iteration 23Q (6998.310000 sec): 3 clusters
  Score: Raw -140517.845216 + Penalty 2423.535429 = -138094.309787
  nChanged 3
		SP:Iteration 24Q (6998.440000 sec): 3 clusters
  Score: Raw -140518.938183 + Penalty 2423.535429 = -138095.402754
  nChanged 3
		SP:Iteration 25Q (6998.610000 sec): 3 clusters
  Score: Raw -140519.653693 + Penalty 2423.535429 = -138096.118264
  nChanged 5
		SP:Iteration 26Q (6998.780000 sec): 3 clusters
  Score: Raw -140522.956800 + Penalty 2423.535429 = -138099.421371
  nChanged 6
		SP:Iteration 27Q (6998.940000 sec): 3 clusters
  Score: Raw -140525.985828 + Penalty 2423.535429 = -138102.450399
  nChanged 4
		SP:Iteration 28Q (6999.130000 sec): 3 clusters
  Score: Raw -140527.032791 + Penalty 2423.535429 = -138103.497362
  nChanged 2
		SP:Iteration 29Q (6999.280000 sec): 3 clusters
  Score: Raw -140527.592313 + Penalty 2423.535429 = -138104.056884
  nChanged 3
		SP:Iteration 30Q (6999.490000 sec): 3 clusters
  Score: Raw -140530.018262 + Penalty 2423.535429 = -138106.482833
  nChanged 6
		SP:Iteration 31Q (6999.630000 sec): 3 clusters
  Score: Raw -140532.636493 + Penalty 2423.535429 = -138109.101064
  nChanged 6
		SP:Iteration 32Q (6999.820000 sec): 3 clusters
  Score: Raw -140535.640473 + Penalty 2423.535429 = -138112.105044
  nChanged 6
		SP:Iteration 33Q (6999.990000 sec): 3 clusters
  Score: Raw -140539.415081 + Penalty 2423.535429 = -138115.879652
  nChanged 7
		SP:Iteration 34Q (7000.150000 sec): 3 clusters
  Score: Raw -140541.911078 + Penalty 2423.535429 = -138118.375649
  nChanged 8
		SP:Iteration 35Q (7000.290000 sec): 3 clusters
  Score: Raw -140546.322764 + Penalty 2423.535429 = -138122.787335
  nChanged 13
		SP:Iteration 36Q (7000.470000 sec): 3 clusters
  Score: Raw -140552.835357 + Penalty 2423.535429 = -138129.299928
  nChanged 17
		SP:Iteration 37Q (7000.700000 sec): 3 clusters
  Score: Raw -140563.836306 + Penalty 2423.535429 = -138140.300877
  nChanged 13
		SP:Iteration 38Q (7000.830000 sec): 3 clusters
  Score: Raw -140571.883491 + Penalty 2423.535429 = -138148.348062
  nChanged 14
		SP:Iteration 39Q (7001.070000 sec): 3 clusters
  Score: Raw -140579.420388 + Penalty 2423.535429 = -138155.884959
  nChanged 11
		SP:Iteration 40F (7001.230000 sec): 3 clusters
  Score: Raw -140585.579682 + Penalty 2423.535429 = -138162.044253
  nChanged 12
		SP:Iteration 41Q (7001.410000 sec): 3 clusters
  Score: Raw -140592.814232 + Penalty 2423.535429 = -138169.278803
  nChanged 15
		SP:Iteration 42Q (7001.590000 sec): 3 clusters
  Score: Raw -140601.258085 + Penalty 2423.535429 = -138177.722656
  nChanged 16
		SP:Iteration 43Q (7001.780000 sec): 3 clusters
  Score: Raw -140609.240220 + Penalty 2423.535429 = -138185.704791
  nChanged 17
		SP:Iteration 44Q (7001.890000 sec): 3 clusters
  Score: Raw -140617.477890 + Penalty 2423.535429 = -138193.942461
  nChanged 10
		SP:Iteration 45Q (7002.070000 sec): 3 clusters
  Score: Raw -140621.929580 + Penalty 2423.535429 = -138198.394151
  nChanged 15
		SP:Iteration 46Q (7002.270000 sec): 3 clusters
  Score: Raw -140630.670324 + Penalty 2423.535429 = -138207.134895
  nChanged 10
		SP:Iteration 47Q (7002.430000 sec): 3 clusters
  Score: Raw -140634.630482 + Penalty 2423.535429 = -138211.095053
  nChanged 9
		SP:Iteration 48Q (7002.570000 sec): 3 clusters
  Score: Raw -140639.564049 + Penalty 2423.535429 = -138216.028620
  nChanged 6
		SP:Iteration 49Q (7002.760000 sec): 3 clusters
  Score: Raw -140641.563798 + Penalty 2423.535429 = -138218.028369
  nChanged 5
		SP:Iteration 50Q (7002.950000 sec): 3 clusters
  Score: Raw -140643.914589 + Penalty 2423.535429 = -138220.379160
  nChanged 10
		SP:Iteration 51Q (7003.150000 sec): 3 clusters
  Score: Raw -140650.207779 + Penalty 2423.535429 = -138226.672350
  nChanged 9
		SP:Iteration 52Q (7003.320000 sec): 3 clusters
  Score: Raw -140655.130914 + Penalty 2423.535429 = -138231.595485
  nChanged 10
		SP:Iteration 53Q (7003.480000 sec): 3 clusters
  Score: Raw -140663.190477 + Penalty 2423.535429 = -138239.655048
  nChanged 14
		SP:Iteration 54Q (7003.620000 sec): 3 clusters
  Score: Raw -140671.276282 + Penalty 2423.535429 = -138247.740853
  nChanged 11
		SP:Iteration 55Q (7003.820000 sec): 3 clusters
  Score: Raw -140677.328436 + Penalty 2423.535429 = -138253.793007
  nChanged 11
		SP:Iteration 56Q (7004.010000 sec): 3 clusters
  Score: Raw -140685.166170 + Penalty 2423.535429 = -138261.630741
  nChanged 6
		SP:Iteration 57Q (7004.190000 sec): 3 clusters
  Score: Raw -140688.084594 + Penalty 2423.535429 = -138264.549165
  nChanged 6
		SP:Iteration 58Q (7004.360000 sec): 3 clusters
  Score: Raw -140690.567766 + Penalty 2423.535429 = -138267.032337
  nChanged 5
		SP:Iteration 59Q (7004.530000 sec): 3 clusters
  Score: Raw -140693.646886 + Penalty 2423.535429 = -138270.111457
  nChanged 6
		SP:Iteration 60F (7004.650000 sec): 3 clusters
  Score: Raw -140696.283136 + Penalty 2423.535429 = -138272.747707
  nChanged 3
		SP:Iteration 61Q (7004.810000 sec): 3 clusters
  Score: Raw -140699.357832 + Penalty 2423.535429 = -138275.822403
  nChanged 4
		SP:Iteration 62Q (7004.990000 sec): 3 clusters
  Score: Raw -140702.165562 + Penalty 2423.535429 = -138278.630134
  nChanged 8
		SP:Iteration 63Q (7005.120000 sec): 3 clusters
  Score: Raw -140707.677005 + Penalty 2423.535429 = -138284.141576
  nChanged 2
		SP:Iteration 64Q (7005.250000 sec): 3 clusters
  Score: Raw -140708.441766 + Penalty 2423.535429 = -138284.906337
  nChanged 0
		SP:Iteration 65F (7005.430000 sec): 3 clusters
  Score: Raw -140708.441766 + Penalty 2423.535429 = -138284.906337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (93542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7005.940000 sec): 2 clusters
  Score: Raw -7195608.482454 + Penalty 1860.001944 = -7193748.480509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7006.480000 sec): 3 clusters
  Score: Raw -7135044.022186 + Penalty 3720.003889 = -7131324.018297
  nChanged 44695
		SP:Iteration 1F (7007.070000 sec): 3 clusters
  Score: Raw -7162554.998402 + Penalty 3720.003889 = -7158834.994513
  nChanged 5467
		SP:Iteration 2F (7007.720000 sec): 3 clusters
  Score: Raw -7165517.703154 + Penalty 3720.003889 = -7161797.699265
  nChanged 6127
		SP:Iteration 3F (7008.290000 sec): 3 clusters
  Score: Raw -7169479.029560 + Penalty 3720.003889 = -7165759.025672
  nChanged 6720
		SP:Iteration 4F (7008.880000 sec): 3 clusters
  Score: Raw -7174328.399845 + Penalty 3720.003889 = -7170608.395956
  nChanged 6565
		SP:Iteration 5F (7009.460000 sec): 3 clusters
  Score: Raw -7179443.063048 + Penalty 3720.003889 = -7175723.059159
  nChanged 5785
		SP:Iteration 6F (7010.170000 sec): 3 clusters
  Score: Raw -7183700.648963 + Penalty 3720.003889 = -7179980.645074
  nChanged 4354
		SP:Iteration 7Q (7010.750000 sec): 3 clusters
  Score: Raw -7186342.559303 + Penalty 3720.003889 = -7182622.555414
  nChanged 3045
		SP:Iteration 8Q (7011.260000 sec): 3 clusters
  Score: Raw -7187799.656842 + Penalty 3720.003889 = -7184079.652953
  nChanged 2177
		SP:Iteration 9Q (7011.750000 sec): 3 clusters
  Score: Raw -7188608.827167 + Penalty 3720.003889 = -7184888.823278
  nChanged 1595
		SP:Iteration 10Q (7012.380000 sec): 3 clusters
  Score: Raw -7189094.910945 + Penalty 3720.003889 = -7185374.907056
  nChanged 1356
		SP:Iteration 11Q (7013.050000 sec): 3 clusters
  Score: Raw -7189488.206540 + Penalty 3720.003889 = -7185768.202651
  nChanged 1285
		SP:Iteration 12Q (7013.690000 sec): 3 clusters
  Score: Raw -7189863.459797 + Penalty 3720.003889 = -7186143.455908
  nChanged 1270
		SP:Iteration 13Q (7014.330000 sec): 3 clusters
  Score: Raw -7190246.509676 + Penalty 3720.003889 = -7186526.505787
  nChanged 1243
		SP:Iteration 14Q (7015.030000 sec): 3 clusters
  Score: Raw -7190639.972598 + Penalty 3720.003889 = -7186919.968709
  nChanged 1243
		SP:Iteration 15Q (7015.720000 sec): 3 clusters
  Score: Raw -7191050.484138 + Penalty 3720.003889 = -7187330.480249
  nChanged 1307
		SP:Iteration 16Q (7016.370000 sec): 3 clusters
  Score: Raw -7191533.315532 + Penalty 3720.003889 = -7187813.311643
  nChanged 1298
		SP:Iteration 17Q (7017.030000 sec): 3 clusters
  Score: Raw -7192037.531771 + Penalty 3720.003889 = -7188317.527882
  nChanged 1272
		SP:Iteration 18Q (7017.630000 sec): 3 clusters
  Score: Raw -7192577.884952 + Penalty 3720.003889 = -7188857.881063
  nChanged 1165
		SP:Iteration 19Q (7018.220000 sec): 3 clusters
  Score: Raw -7193089.599776 + Penalty 3720.003889 = -7189369.595887
  nChanged 1068
		SP:Iteration 20F (7018.920000 sec): 3 clusters
  Score: Raw -7193559.238435 + Penalty 3720.003889 = -7189839.234546
  nChanged 1001
		SP:Iteration 21Q (7019.590000 sec): 3 clusters
  Score: Raw -7193998.344662 + Penalty 3720.003889 = -7190278.340773
  nChanged 844
		SP:Iteration 22Q (7020.190000 sec): 3 clusters
  Score: Raw -7194346.688634 + Penalty 3720.003889 = -7190626.684745
  nChanged 758
		SP:Iteration 23Q (7020.820000 sec): 3 clusters
  Score: Raw -7194658.329233 + Penalty 3720.003889 = -7190938.325344
  nChanged 664
		SP:Iteration 24Q (7021.460000 sec): 3 clusters
  Score: Raw -7194930.744987 + Penalty 3720.003889 = -7191210.741098
  nChanged 610
		SP:Iteration 25Q (7022.000000 sec): 3 clusters
  Score: Raw -7195188.461757 + Penalty 3720.003889 = -7191468.457868
  nChanged 560
		SP:Iteration 26Q (7022.580000 sec): 3 clusters
  Score: Raw -7195422.341969 + Penalty 3720.003889 = -7191702.338080
  nChanged 494
		SP:Iteration 27Q (7023.200000 sec): 3 clusters
  Score: Raw -7195608.197404 + Penalty 3720.003889 = -7191888.193515
  nChanged 395
		SP:Iteration 28Q (7023.820000 sec): 3 clusters
  Score: Raw -7195743.093783 + Penalty 3720.003889 = -7192023.089894
  nChanged 327
		SP:Iteration 29Q (7024.400000 sec): 3 clusters
  Score: Raw -7195855.728283 + Penalty 3720.003889 = -7192135.724394
  nChanged 292
		SP:Iteration 30Q (7024.980000 sec): 3 clusters
  Score: Raw -7195956.736001 + Penalty 3720.003889 = -7192236.732112
  nChanged 236
		SP:Iteration 31Q (7025.700000 sec): 3 clusters
  Score: Raw -7196035.767643 + Penalty 3720.003889 = -7192315.763754
  nChanged 214
		SP:Iteration 32Q (7026.300000 sec): 3 clusters
  Score: Raw -7196103.665494 + Penalty 3720.003889 = -7192383.661605
  nChanged 161
		SP:Iteration 33Q (7026.930000 sec): 3 clusters
  Score: Raw -7196150.256771 + Penalty 3720.003889 = -7192430.252882
  nChanged 130
		SP:Iteration 34Q (7027.630000 sec): 3 clusters
  Score: Raw -7196187.538249 + Penalty 3720.003889 = -7192467.534360
  nChanged 113
		SP:Iteration 35Q (7028.230000 sec): 3 clusters
  Score: Raw -7196216.609012 + Penalty 3720.003889 = -7192496.605123
  nChanged 85
		SP:Iteration 36Q (7028.760000 sec): 3 clusters
  Score: Raw -7196237.240210 + Penalty 3720.003889 = -7192517.236321
  nChanged 70
		SP:Iteration 37Q (7029.330000 sec): 3 clusters
  Score: Raw -7196254.514243 + Penalty 3720.003889 = -7192534.510354
  nChanged 47
		SP:Iteration 38Q (7029.880000 sec): 3 clusters
  Score: Raw -7196264.303512 + Penalty 3720.003889 = -7192544.299623
  nChanged 39
		SP:Iteration 39Q (7030.450000 sec): 3 clusters
  Score: Raw -7196272.985733 + Penalty 3720.003889 = -7192552.981844
  nChanged 43
		SP:Iteration 40F (7031.050000 sec): 3 clusters
  Score: Raw -7196283.842778 + Penalty 3720.003889 = -7192563.838889
  nChanged 38
		SP:Iteration 41Q (7031.630000 sec): 3 clusters
  Score: Raw -7196291.729840 + Penalty 3720.003889 = -7192571.725951
  nChanged 33
		SP:Iteration 42Q (7032.210000 sec): 3 clusters
  Score: Raw -7196297.604435 + Penalty 3720.003889 = -7192577.600546
  nChanged 29
		SP:Iteration 43Q (7032.770000 sec): 3 clusters
  Score: Raw -7196303.376014 + Penalty 3720.003889 = -7192583.372125
  nChanged 25
		SP:Iteration 44Q (7033.310000 sec): 3 clusters
  Score: Raw -7196307.772621 + Penalty 3720.003889 = -7192587.768732
  nChanged 27
		SP:Iteration 45Q (7033.930000 sec): 3 clusters
  Score: Raw -7196312.512908 + Penalty 3720.003889 = -7192592.509019
  nChanged 27
		SP:Iteration 46Q (7034.700000 sec): 3 clusters
  Score: Raw -7196316.999148 + Penalty 3720.003889 = -7192596.995259
  nChanged 20
		SP:Iteration 47Q (7035.420000 sec): 3 clusters
  Score: Raw -7196320.673010 + Penalty 3720.003889 = -7192600.669121
  nChanged 9
		SP:Iteration 48Q (7036.050000 sec): 3 clusters
  Score: Raw -7196322.046941 + Penalty 3720.003889 = -7192602.043052
  nChanged 7
		SP:Iteration 49Q (7036.690000 sec): 3 clusters
  Score: Raw -7196322.962801 + Penalty 3720.003889 = -7192602.958912
  nChanged 6
		SP:Iteration 50Q (7037.250000 sec): 3 clusters
  Score: Raw -7196323.556397 + Penalty 3720.003889 = -7192603.552508
  nChanged 6
		SP:Iteration 51Q (7037.880000 sec): 3 clusters
  Score: Raw -7196324.164213 + Penalty 3720.003889 = -7192604.160324
  nChanged 3
		SP:Iteration 52Q (7038.540000 sec): 3 clusters
  Score: Raw -7196324.545532 + Penalty 3720.003889 = -7192604.541643
  nChanged 2
		SP:Iteration 53Q (7039.260000 sec): 3 clusters
  Score: Raw -7196324.809635 + Penalty 3720.003889 = -7192604.805746
  nChanged 1
		SP:Iteration 54Q (7039.970000 sec): 3 clusters
  Score: Raw -7196324.997606 + Penalty 3720.003889 = -7192604.993717
  nChanged 1
		SP:Iteration 55Q (7040.550000 sec): 3 clusters
  Score: Raw -7196325.230292 + Penalty 3720.003889 = -7192605.226403
  nChanged 5
		SP:Iteration 56Q (7041.150000 sec): 3 clusters
  Score: Raw -7196326.182233 + Penalty 3720.003889 = -7192606.178344
  nChanged 5
		SP:Iteration 57Q (7041.740000 sec): 3 clusters
  Score: Raw -7196326.977391 + Penalty 3720.003889 = -7192606.973502
  nChanged 4
		SP:Iteration 58Q (7042.300000 sec): 3 clusters
  Score: Raw -7196327.744816 + Penalty 3720.003889 = -7192607.740927
  nChanged 5
		SP:Iteration 59Q (7042.890000 sec): 3 clusters
  Score: Raw -7196329.042524 + Penalty 3720.003889 = -7192609.038635
  nChanged 7
		SP:Iteration 60F (7043.550000 sec): 3 clusters
  Score: Raw -7196329.842977 + Penalty 3720.003889 = -7192609.839088
  nChanged 6
		SP:Iteration 61Q (7044.260000 sec): 3 clusters
  Score: Raw -7196330.708510 + Penalty 3720.003889 = -7192610.704621
  nChanged 2
		SP:Iteration 62Q (7044.930000 sec): 3 clusters
  Score: Raw -7196330.978041 + Penalty 3720.003889 = -7192610.974152
  nChanged 1
		SP:Iteration 63Q (7045.550000 sec): 3 clusters
  Score: Raw -7196331.146907 + Penalty 3720.003889 = -7192611.143018
  nChanged 1
		SP:Iteration 64Q (7046.190000 sec): 3 clusters
  Score: Raw -7196331.210621 + Penalty 3720.003889 = -7192611.206732
  nChanged 0
		SP:Iteration 65F (7046.960000 sec): 3 clusters
  Score: Raw -7196331.210621 + Penalty 3720.003889 = -7192611.206732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7047.060000 sec): 2 clusters
  Score: Raw -793455.501881 + Penalty 1485.671967 = -791969.829914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7047.270000 sec): 3 clusters
  Score: Raw -788311.204853 + Penalty 2971.343934 = -785339.860919
  nChanged 3973
		SP:Iteration 1F (7047.520000 sec): 3 clusters
  Score: Raw -790486.389440 + Penalty 2971.343934 = -787515.045506
  nChanged 556
		SP:Iteration 2F (7047.770000 sec): 3 clusters
  Score: Raw -790730.532160 + Penalty 2971.343934 = -787759.188226
  nChanged 460
		SP:Iteration 3Q (7047.960000 sec): 3 clusters
  Score: Raw -790929.744154 + Penalty 2971.343934 = -787958.400220
  nChanged 428
		SP:Iteration 4Q (7048.120000 sec): 3 clusters
  Score: Raw -791136.165088 + Penalty 2971.343934 = -788164.821154
  nChanged 460
		SP:Iteration 5Q (7048.360000 sec): 3 clusters
  Score: Raw -791376.490545 + Penalty 2971.343934 = -788405.146611
  nChanged 417
		SP:Iteration 6Q (7048.520000 sec): 3 clusters
  Score: Raw -791608.507270 + Penalty 2971.343934 = -788637.163336
  nChanged 458
		SP:Iteration 7Q (7048.680000 sec): 3 clusters
  Score: Raw -791898.212089 + Penalty 2971.343934 = -788926.868155
  nChanged 472
		SP:Iteration 8F (7048.850000 sec): 3 clusters
  Score: Raw -792222.290713 + Penalty 2971.343934 = -789250.946779
  nChanged 462
		SP:Iteration 9Q (7049.080000 sec): 3 clusters
  Score: Raw -792551.427394 + Penalty 2971.343934 = -789580.083460
  nChanged 398
		SP:Iteration 10Q (7049.290000 sec): 3 clusters
  Score: Raw -792840.276177 + Penalty 2971.343934 = -789868.932243
  nChanged 344
		SP:Iteration 11Q (7049.530000 sec): 3 clusters
  Score: Raw -793079.743278 + Penalty 2971.343934 = -790108.399344
  nChanged 283
		SP:Iteration 12Q (7049.670000 sec): 3 clusters
  Score: Raw -793278.494844 + Penalty 2971.343934 = -790307.150910
  nChanged 228
		SP:Iteration 13Q (7049.830000 sec): 3 clusters
  Score: Raw -793430.167029 + Penalty 2971.343934 = -790458.823095
  nChanged 182
		SP:Iteration 14Q (7050.030000 sec): 3 clusters
  Score: Raw -793549.756878 + Penalty 2971.343934 = -790578.412944
  nChanged 128
		SP:Iteration 15Q (7050.190000 sec): 3 clusters
  Score: Raw -793633.676934 + Penalty 2971.343934 = -790662.333000
  nChanged 97
		SP:Iteration 16Q (7050.350000 sec): 3 clusters
  Score: Raw -793684.472612 + Penalty 2971.343934 = -790713.128678
  nChanged 65
		SP:Iteration 17Q (7050.560000 sec): 3 clusters
  Score: Raw -793721.849017 + Penalty 2971.343934 = -790750.505083
  nChanged 55
		SP:Iteration 18Q (7050.780000 sec): 3 clusters
  Score: Raw -793755.072379 + Penalty 2971.343934 = -790783.728445
  nChanged 50
		SP:Iteration 19Q (7051.020000 sec): 3 clusters
  Score: Raw -793781.454841 + Penalty 2971.343934 = -790810.110907
  nChanged 34
		SP:Iteration 20F (7051.200000 sec): 3 clusters
  Score: Raw -793798.355772 + Penalty 2971.343934 = -790827.011838
  nChanged 31
		SP:Iteration 21Q (7051.430000 sec): 3 clusters
  Score: Raw -793814.201782 + Penalty 2971.343934 = -790842.857848
  nChanged 28
		SP:Iteration 22Q (7051.630000 sec): 3 clusters
  Score: Raw -793829.099871 + Penalty 2971.343934 = -790857.755937
  nChanged 17
		SP:Iteration 23Q (7051.860000 sec): 3 clusters
  Score: Raw -793836.856348 + Penalty 2971.343934 = -790865.512414
  nChanged 18
		SP:Iteration 24Q (7052.090000 sec): 3 clusters
  Score: Raw -793844.984827 + Penalty 2971.343934 = -790873.640893
  nChanged 22
		SP:Iteration 25Q (7052.290000 sec): 3 clusters
  Score: Raw -793857.841876 + Penalty 2971.343934 = -790886.497942
  nChanged 19
		SP:Iteration 26Q (7052.540000 sec): 3 clusters
  Score: Raw -793868.648682 + Penalty 2971.343934 = -790897.304748
  nChanged 20
		SP:Iteration 27Q (7052.740000 sec): 3 clusters
  Score: Raw -793879.781698 + Penalty 2971.343934 = -790908.437764
  nChanged 15
		SP:Iteration 28Q (7052.950000 sec): 3 clusters
  Score: Raw -793888.384235 + Penalty 2971.343934 = -790917.040301
  nChanged 16
		SP:Iteration 29Q (7053.130000 sec): 3 clusters
  Score: Raw -793894.865387 + Penalty 2971.343934 = -790923.521453
  nChanged 6
		SP:Iteration 30Q (7053.360000 sec): 3 clusters
  Score: Raw -793897.295955 + Penalty 2971.343934 = -790925.952021
  nChanged 10
		SP:Iteration 31Q (7053.550000 sec): 3 clusters
  Score: Raw -793901.308277 + Penalty 2971.343934 = -790929.964343
  nChanged 4
		SP:Iteration 32Q (7053.780000 sec): 3 clusters
  Score: Raw -793903.886792 + Penalty 2971.343934 = -790932.542858
  nChanged 6
		SP:Iteration 33Q (7053.960000 sec): 3 clusters
  Score: Raw -793906.151097 + Penalty 2971.343934 = -790934.807163
  nChanged 2
		SP:Iteration 34Q (7054.210000 sec): 3 clusters
  Score: Raw -793907.287781 + Penalty 2971.343934 = -790935.943847
  nChanged 1
		SP:Iteration 35Q (7054.450000 sec): 3 clusters
  Score: Raw -793907.450047 + Penalty 2971.343934 = -790936.106113
  nChanged 0
		SP:Iteration 36F (7054.720000 sec): 3 clusters
  Score: Raw -793907.450047 + Penalty 2971.343934 = -790936.106113
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7054.810000 sec): 2 clusters
  Score: Raw -82338.941829 + Penalty 1131.978930 = -81206.962899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7054.960000 sec): 3 clusters
  Score: Raw -82003.388597 + Penalty 2263.957861 = -79739.430736
  nChanged 316
		SP:Iteration 1F (7055.170000 sec): 3 clusters
  Score: Raw -82432.085892 + Penalty 2263.957861 = -80168.128031
  nChanged 99
		SP:Iteration 2F (7055.330000 sec): 3 clusters
  Score: Raw -82641.559492 + Penalty 2263.957861 = -80377.601631
  nChanged 79
		SP:Iteration 3F (7055.480000 sec): 3 clusters
  Score: Raw -82784.554887 + Penalty 2263.957861 = -80520.597026
  nChanged 60
		SP:Iteration 4F (7055.640000 sec): 3 clusters
  Score: Raw -82909.284619 + Penalty 2263.957861 = -80645.326758
  nChanged 50
		SP:Iteration 5Q (7055.830000 sec): 3 clusters
  Score: Raw -83013.350017 + Penalty 2263.957861 = -80749.392157
  nChanged 51
		SP:Iteration 6Q (7056.010000 sec): 3 clusters
  Score: Raw -83128.153597 + Penalty 2263.957861 = -80864.195736
  nChanged 46
		SP:Iteration 7Q (7056.160000 sec): 3 clusters
  Score: Raw -83246.639797 + Penalty 2263.957861 = -80982.681936
  nChanged 35
		SP:Iteration 8Q (7056.320000 sec): 3 clusters
  Score: Raw -83351.066838 + Penalty 2263.957861 = -81087.108977
  nChanged 20
		SP:Iteration 9Q (7056.530000 sec): 3 clusters
  Score: Raw -83411.258216 + Penalty 2263.957861 = -81147.300355
  nChanged 13
		SP:Iteration 10Q (7056.710000 sec): 3 clusters
  Score: Raw -83440.271269 + Penalty 2263.957861 = -81176.313408
  nChanged 1
		SP:Iteration 11Q (7056.920000 sec): 3 clusters
  Score: Raw -83441.236824 + Penalty 2263.957861 = -81177.278963
  nChanged 1
		SP:Iteration 12Q (7057.100000 sec): 3 clusters
  Score: Raw -83443.626577 + Penalty 2263.957861 = -81179.668716
  nChanged 1
		SP:Iteration 13Q (7057.290000 sec): 3 clusters
  Score: Raw -83444.897217 + Penalty 2263.957861 = -81180.939356
  nChanged 1
		SP:Iteration 14Q (7057.450000 sec): 3 clusters
  Score: Raw -83446.820285 + Penalty 2263.957861 = -81182.862424
  nChanged 0
		SP:Iteration 15F (7057.620000 sec): 3 clusters
  Score: Raw -83446.820285 + Penalty 2263.957861 = -81182.862424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7057.760000 sec): 2 clusters
  Score: Raw -441607.002442 + Penalty 1407.291281 = -440199.711162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7057.930000 sec): 3 clusters
  Score: Raw -438542.305357 + Penalty 2814.582561 = -435727.722796
  nChanged 2410
		SP:Iteration 1F (7058.110000 sec): 3 clusters
  Score: Raw -439902.586332 + Penalty 2814.582561 = -437088.003771
  nChanged 470
		SP:Iteration 2F (7058.310000 sec): 3 clusters
  Score: Raw -440219.524059 + Penalty 2814.582561 = -437404.941498
  nChanged 409
		SP:Iteration 3F (7058.520000 sec): 3 clusters
  Score: Raw -440561.074338 + Penalty 2814.582561 = -437746.491777
  nChanged 391
		SP:Iteration 4F (7058.740000 sec): 3 clusters
  Score: Raw -440938.083008 + Penalty 2814.582561 = -438123.500447
  nChanged 399
		SP:Iteration 5F (7058.960000 sec): 3 clusters
  Score: Raw -441376.475328 + Penalty 2814.582561 = -438561.892767
  nChanged 360
		SP:Iteration 6F (7059.210000 sec): 3 clusters
  Score: Raw -441722.559074 + Penalty 2814.582561 = -438907.976512
  nChanged 303
		SP:Iteration 7F (7059.390000 sec): 3 clusters
  Score: Raw -441928.773469 + Penalty 2814.582561 = -439114.190908
  nChanged 199
		SP:Iteration 8Q (7059.660000 sec): 3 clusters
  Score: Raw -442048.525932 + Penalty 2814.582561 = -439233.943370
  nChanged 138
		SP:Iteration 9Q (7059.840000 sec): 3 clusters
  Score: Raw -442111.663681 + Penalty 2814.582561 = -439297.081120
  nChanged 102
		SP:Iteration 10Q (7060.080000 sec): 3 clusters
  Score: Raw -442160.772788 + Penalty 2814.582561 = -439346.190227
  nChanged 85
		SP:Iteration 11Q (7060.250000 sec): 3 clusters
  Score: Raw -442200.725712 + Penalty 2814.582561 = -439386.143151
  nChanged 67
		SP:Iteration 12Q (7060.440000 sec): 3 clusters
  Score: Raw -442233.597338 + Penalty 2814.582561 = -439419.014777
  nChanged 63
		SP:Iteration 13Q (7060.680000 sec): 3 clusters
  Score: Raw -442262.510803 + Penalty 2814.582561 = -439447.928242
  nChanged 49
		SP:Iteration 14Q (7060.880000 sec): 3 clusters
  Score: Raw -442282.392087 + Penalty 2814.582561 = -439467.809526
  nChanged 39
		SP:Iteration 15Q (7061.130000 sec): 3 clusters
  Score: Raw -442299.352634 + Penalty 2814.582561 = -439484.770073
  nChanged 34
		SP:Iteration 16Q (7061.320000 sec): 3 clusters
  Score: Raw -442312.608399 + Penalty 2814.582561 = -439498.025838
  nChanged 27
		SP:Iteration 17Q (7061.450000 sec): 3 clusters
  Score: Raw -442322.467874 + Penalty 2814.582561 = -439507.885313
  nChanged 26
		SP:Iteration 18Q (7061.600000 sec): 3 clusters
  Score: Raw -442334.465512 + Penalty 2814.582561 = -439519.882951
  nChanged 33
		SP:Iteration 19Q (7061.770000 sec): 3 clusters
  Score: Raw -442350.380133 + Penalty 2814.582561 = -439535.797572
  nChanged 29
		SP:Iteration 20F (7061.940000 sec): 3 clusters
  Score: Raw -442363.105991 + Penalty 2814.582561 = -439548.523430
  nChanged 28
		SP:Iteration 21Q (7062.140000 sec): 3 clusters
  Score: Raw -442373.091280 + Penalty 2814.582561 = -439558.508719
  nChanged 21
		SP:Iteration 22Q (7062.320000 sec): 3 clusters
  Score: Raw -442381.533111 + Penalty 2814.582561 = -439566.950550
  nChanged 19
		SP:Iteration 23Q (7062.480000 sec): 3 clusters
  Score: Raw -442388.563183 + Penalty 2814.582561 = -439573.980622
  nChanged 24
		SP:Iteration 24Q (7062.670000 sec): 3 clusters
  Score: Raw -442398.883724 + Penalty 2814.582561 = -439584.301163
  nChanged 28
		SP:Iteration 25Q (7062.860000 sec): 3 clusters
  Score: Raw -442412.290625 + Penalty 2814.582561 = -439597.708064
  nChanged 28
		SP:Iteration 26Q (7063.030000 sec): 3 clusters
  Score: Raw -442424.354677 + Penalty 2814.582561 = -439609.772116
  nChanged 25
		SP:Iteration 27Q (7063.270000 sec): 3 clusters
  Score: Raw -442437.981692 + Penalty 2814.582561 = -439623.399131
  nChanged 33
		SP:Iteration 28Q (7063.480000 sec): 3 clusters
  Score: Raw -442457.991730 + Penalty 2814.582561 = -439643.409169
  nChanged 32
		SP:Iteration 29Q (7063.610000 sec): 3 clusters
  Score: Raw -442470.275798 + Penalty 2814.582561 = -439655.693237
  nChanged 24
		SP:Iteration 30Q (7063.750000 sec): 3 clusters
  Score: Raw -442479.988083 + Penalty 2814.582561 = -439665.405522
  nChanged 23
		SP:Iteration 31Q (7063.880000 sec): 3 clusters
  Score: Raw -442491.559052 + Penalty 2814.582561 = -439676.976491
  nChanged 16
		SP:Iteration 32Q (7064.020000 sec): 3 clusters
  Score: Raw -442496.964107 + Penalty 2814.582561 = -439682.381545
  nChanged 14
		SP:Iteration 33Q (7064.180000 sec): 3 clusters
  Score: Raw -442504.176764 + Penalty 2814.582561 = -439689.594202
  nChanged 22
		SP:Iteration 34Q (7064.320000 sec): 3 clusters
  Score: Raw -442514.592444 + Penalty 2814.582561 = -439700.009883
  nChanged 13
		SP:Iteration 35Q (7064.530000 sec): 3 clusters
  Score: Raw -442519.267328 + Penalty 2814.582561 = -439704.684766
  nChanged 6
		SP:Iteration 36Q (7064.760000 sec): 3 clusters
  Score: Raw -442521.597695 + Penalty 2814.582561 = -439707.015134
  nChanged 9
		SP:Iteration 37Q (7064.860000 sec): 3 clusters
  Score: Raw -442526.184426 + Penalty 2814.582561 = -439711.601865
  nChanged 10
		SP:Iteration 38Q (7065.020000 sec): 3 clusters
  Score: Raw -442530.114403 + Penalty 2814.582561 = -439715.531842
  nChanged 8
		SP:Iteration 39Q (7065.200000 sec): 3 clusters
  Score: Raw -442533.546616 + Penalty 2814.582561 = -439718.964054
  nChanged 14
		SP:Iteration 40F (7065.360000 sec): 3 clusters
  Score: Raw -442538.789695 + Penalty 2814.582561 = -439724.207134
  nChanged 16
		SP:Iteration 41Q (7065.540000 sec): 3 clusters
  Score: Raw -442548.686168 + Penalty 2814.582561 = -439734.103606
  nChanged 15
		SP:Iteration 42Q (7065.780000 sec): 3 clusters
  Score: Raw -442554.921239 + Penalty 2814.582561 = -439740.338678
  nChanged 15
		SP:Iteration 43Q (7065.960000 sec): 3 clusters
  Score: Raw -442563.088199 + Penalty 2814.582561 = -439748.505638
  nChanged 11
		SP:Iteration 44Q (7066.220000 sec): 3 clusters
  Score: Raw -442568.489665 + Penalty 2814.582561 = -439753.907103
  nChanged 7
		SP:Iteration 45Q (7066.400000 sec): 3 clusters
  Score: Raw -442571.434278 + Penalty 2814.582561 = -439756.851717
  nChanged 6
		SP:Iteration 46Q (7066.600000 sec): 3 clusters
  Score: Raw -442573.221611 + Penalty 2814.582561 = -439758.639050
  nChanged 6
		SP:Iteration 47Q (7066.760000 sec): 3 clusters
  Score: Raw -442574.684939 + Penalty 2814.582561 = -439760.102378
  nChanged 3
		SP:Iteration 48Q (7066.990000 sec): 3 clusters
  Score: Raw -442575.524692 + Penalty 2814.582561 = -439760.942131
  nChanged 1
		SP:Iteration 49Q (7067.180000 sec): 3 clusters
  Score: Raw -442575.793714 + Penalty 2814.582561 = -439761.211153
  nChanged 1
		SP:Iteration 50Q (7067.360000 sec): 3 clusters
  Score: Raw -442576.055632 + Penalty 2814.582561 = -439761.473071
  nChanged 1
		SP:Iteration 51Q (7067.570000 sec): 3 clusters
  Score: Raw -442576.287697 + Penalty 2814.582561 = -439761.705136
  nChanged 2
		SP:Iteration 52Q (7067.770000 sec): 3 clusters
  Score: Raw -442576.578350 + Penalty 2814.582561 = -439761.995789
  nChanged 2
		SP:Iteration 53Q (7068.000000 sec): 3 clusters
  Score: Raw -442577.148594 + Penalty 2814.582561 = -439762.566033
  nChanged 5
		SP:Iteration 54Q (7068.200000 sec): 3 clusters
  Score: Raw -442578.053157 + Penalty 2814.582561 = -439763.470595
  nChanged 3
		SP:Iteration 55Q (7068.470000 sec): 3 clusters
  Score: Raw -442579.196988 + Penalty 2814.582561 = -439764.614427
  nChanged 3
		SP:Iteration 56Q (7068.660000 sec): 3 clusters
  Score: Raw -442580.653721 + Penalty 2814.582561 = -439766.071160
  nChanged 5
		SP:Iteration 57Q (7068.900000 sec): 3 clusters
  Score: Raw -442582.045466 + Penalty 2814.582561 = -439767.462905
  nChanged 4
		SP:Iteration 58Q (7069.140000 sec): 3 clusters
  Score: Raw -442582.991791 + Penalty 2814.582561 = -439768.409230
  nChanged 3
		SP:Iteration 59Q (7069.390000 sec): 3 clusters
  Score: Raw -442584.491890 + Penalty 2814.582561 = -439769.909329
  nChanged 8
		SP:Iteration 60F (7069.550000 sec): 3 clusters
  Score: Raw -442588.254892 + Penalty 2814.582561 = -439773.672331
  nChanged 15
		SP:Iteration 61Q (7069.780000 sec): 3 clusters
  Score: Raw -442596.929923 + Penalty 2814.582561 = -439782.347362
  nChanged 14
		SP:Iteration 62Q (7069.980000 sec): 3 clusters
  Score: Raw -442604.110146 + Penalty 2814.582561 = -439789.527585
  nChanged 17
		SP:Iteration 63Q (7070.200000 sec): 3 clusters
  Score: Raw -442611.509837 + Penalty 2814.582561 = -439796.927276
  nChanged 9
		SP:Iteration 64Q (7070.420000 sec): 3 clusters
  Score: Raw -442617.211697 + Penalty 2814.582561 = -439802.629136
  nChanged 17
		SP:Iteration 65Q (7070.620000 sec): 3 clusters
  Score: Raw -442626.455859 + Penalty 2814.582561 = -439811.873298
  nChanged 16
		SP:Iteration 66Q (7070.840000 sec): 3 clusters
  Score: Raw -442633.293031 + Penalty 2814.582561 = -439818.710470
  nChanged 14
		SP:Iteration 67Q (7071.040000 sec): 3 clusters
  Score: Raw -442639.325216 + Penalty 2814.582561 = -439824.742655
  nChanged 8
		SP:Iteration 68Q (7071.250000 sec): 3 clusters
  Score: Raw -442641.895978 + Penalty 2814.582561 = -439827.313417
  nChanged 5
		SP:Iteration 69Q (7071.440000 sec): 3 clusters
  Score: Raw -442644.563061 + Penalty 2814.582561 = -439829.980500
  nChanged 4
		SP:Iteration 70Q (7071.650000 sec): 3 clusters
  Score: Raw -442646.247565 + Penalty 2814.582561 = -439831.665004
  nChanged 3
		SP:Iteration 71Q (7071.840000 sec): 3 clusters
  Score: Raw -442648.136185 + Penalty 2814.582561 = -439833.553623
  nChanged 3
		SP:Iteration 72Q (7072.040000 sec): 3 clusters
  Score: Raw -442650.328080 + Penalty 2814.582561 = -439835.745519
  nChanged 4
		SP:Iteration 73Q (7072.240000 sec): 3 clusters
  Score: Raw -442651.715818 + Penalty 2814.582561 = -439837.133257
  nChanged 6
		SP:Iteration 74Q (7072.460000 sec): 3 clusters
  Score: Raw -442654.539594 + Penalty 2814.582561 = -439839.957033
  nChanged 6
		SP:Iteration 75Q (7072.700000 sec): 3 clusters
  Score: Raw -442656.713611 + Penalty 2814.582561 = -439842.131050
  nChanged 3
		SP:Iteration 76Q (7072.930000 sec): 3 clusters
  Score: Raw -442657.783333 + Penalty 2814.582561 = -439843.200772
  nChanged 2
		SP:Iteration 77Q (7073.130000 sec): 3 clusters
  Score: Raw -442658.441958 + Penalty 2814.582561 = -439843.859397
  nChanged 2
		SP:Iteration 78Q (7073.330000 sec): 3 clusters
  Score: Raw -442659.591797 + Penalty 2814.582561 = -439845.009236
  nChanged 2
		SP:Iteration 79Q (7073.550000 sec): 3 clusters
  Score: Raw -442660.634731 + Penalty 2814.582561 = -439846.052170
  nChanged 4
		SP:Iteration 80F (7073.730000 sec): 3 clusters
  Score: Raw -442661.803208 + Penalty 2814.582561 = -439847.220647
  nChanged 5
		SP:Iteration 81Q (7073.970000 sec): 3 clusters
  Score: Raw -442663.932931 + Penalty 2814.582561 = -439849.350370
  nChanged 3
		SP:Iteration 82Q (7074.150000 sec): 3 clusters
  Score: Raw -442664.857517 + Penalty 2814.582561 = -439850.274956
  nChanged 5
		SP:Iteration 83Q (7074.370000 sec): 3 clusters
  Score: Raw -442666.484117 + Penalty 2814.582561 = -439851.901556
  nChanged 2
		SP:Iteration 84Q (7074.590000 sec): 3 clusters
  Score: Raw -442667.295685 + Penalty 2814.582561 = -439852.713124
  nChanged 2
		SP:Iteration 85Q (7074.750000 sec): 3 clusters
  Score: Raw -442667.925352 + Penalty 2814.582561 = -439853.342791
  nChanged 2
		SP:Iteration 86Q (7074.960000 sec): 3 clusters
  Score: Raw -442668.732418 + Penalty 2814.582561 = -439854.149857
  nChanged 2
		SP:Iteration 87Q (7075.170000 sec): 3 clusters
  Score: Raw -442669.022208 + Penalty 2814.582561 = -439854.439647
  nChanged 0
		SP:Iteration 88F (7075.360000 sec): 3 clusters
  Score: Raw -442669.022208 + Penalty 2814.582561 = -439854.439647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7075.510000 sec): 2 clusters
  Score: Raw -351781.525407 + Penalty 1371.691052 = -350409.834355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7075.690000 sec): 3 clusters
  Score: Raw -349474.051899 + Penalty 2743.382104 = -346730.669794
  nChanged 1839
		SP:Iteration 1F (7075.860000 sec): 3 clusters
  Score: Raw -350668.134819 + Penalty 2743.382104 = -347924.752715
  nChanged 428
		SP:Iteration 2F (7076.010000 sec): 3 clusters
  Score: Raw -351087.293302 + Penalty 2743.382104 = -348343.911198
  nChanged 396
		SP:Iteration 3F (7076.150000 sec): 3 clusters
  Score: Raw -351531.320618 + Penalty 2743.382104 = -348787.938514
  nChanged 339
		SP:Iteration 4F (7076.370000 sec): 3 clusters
  Score: Raw -351936.005874 + Penalty 2743.382104 = -349192.623770
  nChanged 266
		SP:Iteration 5F (7076.610000 sec): 3 clusters
  Score: Raw -352195.007626 + Penalty 2743.382104 = -349451.625522
  nChanged 185
		SP:Iteration 6Q (7076.790000 sec): 3 clusters
  Score: Raw -352341.859326 + Penalty 2743.382104 = -349598.477222
  nChanged 130
		SP:Iteration 7Q (7076.990000 sec): 3 clusters
  Score: Raw -352417.992927 + Penalty 2743.382104 = -349674.610823
  nChanged 99
		SP:Iteration 8Q (7077.200000 sec): 3 clusters
  Score: Raw -352474.345199 + Penalty 2743.382104 = -349730.963095
  nChanged 85
		SP:Iteration 9Q (7077.370000 sec): 3 clusters
  Score: Raw -352514.603691 + Penalty 2743.382104 = -349771.221586
  nChanged 60
		SP:Iteration 10Q (7077.490000 sec): 3 clusters
  Score: Raw -352539.621597 + Penalty 2743.382104 = -349796.239493
  nChanged 51
		SP:Iteration 11Q (7077.710000 sec): 3 clusters
  Score: Raw -352559.649543 + Penalty 2743.382104 = -349816.267439
  nChanged 34
		SP:Iteration 12Q (7077.870000 sec): 3 clusters
  Score: Raw -352571.053977 + Penalty 2743.382104 = -349827.671873
  nChanged 35
		SP:Iteration 13Q (7078.030000 sec): 3 clusters
  Score: Raw -352581.141271 + Penalty 2743.382104 = -349837.759167
  nChanged 20
		SP:Iteration 14Q (7078.230000 sec): 3 clusters
  Score: Raw -352587.049015 + Penalty 2743.382104 = -349843.666911
  nChanged 11
		SP:Iteration 15Q (7078.370000 sec): 3 clusters
  Score: Raw -352590.102053 + Penalty 2743.382104 = -349846.719949
  nChanged 9
		SP:Iteration 16Q (7078.540000 sec): 3 clusters
  Score: Raw -352592.085931 + Penalty 2743.382104 = -349848.703827
  nChanged 7
		SP:Iteration 17Q (7078.730000 sec): 3 clusters
  Score: Raw -352593.791923 + Penalty 2743.382104 = -349850.409819
  nChanged 9
		SP:Iteration 18Q (7078.880000 sec): 3 clusters
  Score: Raw -352596.772038 + Penalty 2743.382104 = -349853.389934
  nChanged 10
		SP:Iteration 19Q (7079.010000 sec): 3 clusters
  Score: Raw -352599.435891 + Penalty 2743.382104 = -349856.053787
  nChanged 8
		SP:Iteration 20F (7079.120000 sec): 3 clusters
  Score: Raw -352601.994076 + Penalty 2743.382104 = -349858.611972
  nChanged 7
		SP:Iteration 21Q (7079.230000 sec): 3 clusters
  Score: Raw -352603.953842 + Penalty 2743.382104 = -349860.571738
  nChanged 8
		SP:Iteration 22Q (7079.340000 sec): 3 clusters
  Score: Raw -352605.487104 + Penalty 2743.382104 = -349862.105000
  nChanged 5
		SP:Iteration 23Q (7079.460000 sec): 3 clusters
  Score: Raw -352606.346134 + Penalty 2743.382104 = -349862.964030
  nChanged 3
		SP:Iteration 24Q (7079.640000 sec): 3 clusters
  Score: Raw -352607.002541 + Penalty 2743.382104 = -349863.620436
  nChanged 0
		SP:Iteration 25F (7079.860000 sec): 3 clusters
  Score: Raw -352607.002541 + Penalty 2743.382104 = -349863.620436
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7079.910000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7080.080000 sec): 3 clusters
  Score: Raw -42204.158710 + Penalty 2062.901493 = -40141.257217
  nChanged 156
		SP:Iteration 1F (7080.180000 sec): 3 clusters
  Score: Raw -42503.376875 + Penalty 2062.901493 = -40440.475382
  nChanged 31
		SP:Iteration 2F (7080.300000 sec): 3 clusters
  Score: Raw -42561.134938 + Penalty 2062.901493 = -40498.233445
  nChanged 17
		SP:Iteration 3Q (7080.430000 sec): 3 clusters
  Score: Raw -42596.514138 + Penalty 2062.901493 = -40533.612645
  nChanged 17
		SP:Iteration 4Q (7080.640000 sec): 3 clusters
  Score: Raw -42636.544007 + Penalty 2062.901493 = -40573.642513
  nChanged 14
		SP:Iteration 5Q (7080.730000 sec): 3 clusters
  Score: Raw -42671.833950 + Penalty 2062.901493 = -40608.932457
  nChanged 11
		SP:Iteration 6Q (7080.880000 sec): 3 clusters
  Score: Raw -42696.473590 + Penalty 2062.901493 = -40633.572096
  nChanged 9
		SP:Iteration 7Q (7081.000000 sec): 3 clusters
  Score: Raw -42707.625307 + Penalty 2062.901493 = -40644.723814
  nChanged 6
		SP:Iteration 8Q (7081.150000 sec): 3 clusters
  Score: Raw -42718.572156 + Penalty 2062.901493 = -40655.670663
  nChanged 4
		SP:Iteration 9Q (7081.350000 sec): 3 clusters
  Score: Raw -42725.989782 + Penalty 2062.901493 = -40663.088289
  nChanged 2
		SP:Iteration 10Q (7081.560000 sec): 3 clusters
  Score: Raw -42728.196340 + Penalty 2062.901493 = -40665.294847
  nChanged 0
		SP:Iteration 11F (7081.740000 sec): 3 clusters
  Score: Raw -42728.196340 + Penalty 2062.901493 = -40665.294847
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7081.930000 sec): 2 clusters
  Score: Raw -1520090.547264 + Penalty 1596.656760 = -1518493.890503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7082.240000 sec): 3 clusters
  Score: Raw -1508987.011753 + Penalty 3193.313521 = -1505793.698232
  nChanged 8341
		SP:Iteration 1F (7082.460000 sec): 3 clusters
  Score: Raw -1513672.493365 + Penalty 3193.313521 = -1510479.179845
  nChanged 965
		SP:Iteration 2F (7082.710000 sec): 3 clusters
  Score: Raw -1514078.616285 + Penalty 3193.313521 = -1510885.302764
  nChanged 921
		SP:Iteration 3Q (7082.980000 sec): 3 clusters
  Score: Raw -1514435.076412 + Penalty 3193.313521 = -1511241.762892
  nChanged 860
		SP:Iteration 4Q (7083.220000 sec): 3 clusters
  Score: Raw -1514797.245093 + Penalty 3193.313521 = -1511603.931572
  nChanged 860
		SP:Iteration 5Q (7083.520000 sec): 3 clusters
  Score: Raw -1515142.933720 + Penalty 3193.313521 = -1511949.620199
  nChanged 829
		SP:Iteration 6Q (7083.790000 sec): 3 clusters
  Score: Raw -1515498.250099 + Penalty 3193.313521 = -1512304.936578
  nChanged 772
		SP:Iteration 7Q (7084.110000 sec): 3 clusters
  Score: Raw -1515835.836772 + Penalty 3193.313521 = -1512642.523252
  nChanged 787
		SP:Iteration 8Q (7084.380000 sec): 3 clusters
  Score: Raw -1516188.686675 + Penalty 3193.313521 = -1512995.373155
  nChanged 761
		SP:Iteration 9Q (7084.660000 sec): 3 clusters
  Score: Raw -1516556.948859 + Penalty 3193.313521 = -1513363.635338
  nChanged 734
		SP:Iteration 10Q (7084.910000 sec): 3 clusters
  Score: Raw -1516996.074176 + Penalty 3193.313521 = -1513802.760656
  nChanged 716
		SP:Iteration 11Q (7085.190000 sec): 3 clusters
  Score: Raw -1517468.229812 + Penalty 3193.313521 = -1514274.916291
  nChanged 682
		SP:Iteration 12Q (7085.430000 sec): 3 clusters
  Score: Raw -1517959.890046 + Penalty 3193.313521 = -1514766.576525
  nChanged 603
		SP:Iteration 13Q (7085.680000 sec): 3 clusters
  Score: Raw -1518451.930257 + Penalty 3193.313521 = -1515258.616736
  nChanged 536
		SP:Iteration 14Q (7085.920000 sec): 3 clusters
  Score: Raw -1518952.009693 + Penalty 3193.313521 = -1515758.696172
  nChanged 460
		SP:Iteration 15Q (7086.220000 sec): 3 clusters
  Score: Raw -1519358.679926 + Penalty 3193.313521 = -1516165.366405
  nChanged 356
		SP:Iteration 16Q (7086.440000 sec): 3 clusters
  Score: Raw -1519625.655837 + Penalty 3193.313521 = -1516432.342316
  nChanged 279
		SP:Iteration 17Q (7086.730000 sec): 3 clusters
  Score: Raw -1519813.442931 + Penalty 3193.313521 = -1516620.129411
  nChanged 218
		SP:Iteration 18Q (7087.020000 sec): 3 clusters
  Score: Raw -1519939.562103 + Penalty 3193.313521 = -1516746.248582
  nChanged 175
		SP:Iteration 19Q (7087.310000 sec): 3 clusters
  Score: Raw -1520026.990594 + Penalty 3193.313521 = -1516833.677073
  nChanged 141
		SP:Iteration 20F (7087.550000 sec): 3 clusters
  Score: Raw -1520087.646175 + Penalty 3193.313521 = -1516894.332654
  nChanged 118
		SP:Iteration 21Q (7087.840000 sec): 3 clusters
  Score: Raw -1520146.733452 + Penalty 3193.313521 = -1516953.419931
  nChanged 115
		SP:Iteration 22Q (7088.110000 sec): 3 clusters
  Score: Raw -1520206.137134 + Penalty 3193.313521 = -1517012.823613
  nChanged 88
		SP:Iteration 23Q (7088.400000 sec): 3 clusters
  Score: Raw -1520251.331413 + Penalty 3193.313521 = -1517058.017893
  nChanged 87
		SP:Iteration 24Q (7088.660000 sec): 3 clusters
  Score: Raw -1520296.078293 + Penalty 3193.313521 = -1517102.764772
  nChanged 72
		SP:Iteration 25Q (7088.950000 sec): 3 clusters
  Score: Raw -1520328.999225 + Penalty 3193.313521 = -1517135.685704
  nChanged 64
		SP:Iteration 26Q (7089.210000 sec): 3 clusters
  Score: Raw -1520353.006337 + Penalty 3193.313521 = -1517159.692816
  nChanged 42
		SP:Iteration 27Q (7089.410000 sec): 3 clusters
  Score: Raw -1520369.579401 + Penalty 3193.313521 = -1517176.265880
  nChanged 41
		SP:Iteration 28Q (7089.650000 sec): 3 clusters
  Score: Raw -1520383.369983 + Penalty 3193.313521 = -1517190.056463
  nChanged 29
		SP:Iteration 29Q (7089.960000 sec): 3 clusters
  Score: Raw -1520393.020189 + Penalty 3193.313521 = -1517199.706669
  nChanged 23
		SP:Iteration 30Q (7090.180000 sec): 3 clusters
  Score: Raw -1520400.356058 + Penalty 3193.313521 = -1517207.042537
  nChanged 29
		SP:Iteration 31Q (7090.450000 sec): 3 clusters
  Score: Raw -1520408.294837 + Penalty 3193.313521 = -1517214.981317
  nChanged 19
		SP:Iteration 32Q (7090.690000 sec): 3 clusters
  Score: Raw -1520414.010557 + Penalty 3193.313521 = -1517220.697036
  nChanged 20
		SP:Iteration 33Q (7090.940000 sec): 3 clusters
  Score: Raw -1520418.759016 + Penalty 3193.313521 = -1517225.445495
  nChanged 14
		SP:Iteration 34Q (7091.180000 sec): 3 clusters
  Score: Raw -1520422.699959 + Penalty 3193.313521 = -1517229.386439
  nChanged 15
		SP:Iteration 35Q (7091.440000 sec): 3 clusters
  Score: Raw -1520427.531460 + Penalty 3193.313521 = -1517234.217940
  nChanged 16
		SP:Iteration 36Q (7091.700000 sec): 3 clusters
  Score: Raw -1520432.193601 + Penalty 3193.313521 = -1517238.880080
  nChanged 16
		SP:Iteration 37Q (7091.940000 sec): 3 clusters
  Score: Raw -1520436.563290 + Penalty 3193.313521 = -1517243.249769
  nChanged 17
		SP:Iteration 38Q (7092.250000 sec): 3 clusters
  Score: Raw -1520441.945308 + Penalty 3193.313521 = -1517248.631787
  nChanged 15
		SP:Iteration 39Q (7092.500000 sec): 3 clusters
  Score: Raw -1520448.622860 + Penalty 3193.313521 = -1517255.309339
  nChanged 15
		SP:Iteration 40F (7092.720000 sec): 3 clusters
  Score: Raw -1520454.390294 + Penalty 3193.313521 = -1517261.076773
  nChanged 12
		SP:Iteration 41Q (7092.960000 sec): 3 clusters
  Score: Raw -1520457.171711 + Penalty 3193.313521 = -1517263.858191
  nChanged 8
		SP:Iteration 42Q (7093.190000 sec): 3 clusters
  Score: Raw -1520459.139382 + Penalty 3193.313521 = -1517265.825861
  nChanged 10
		SP:Iteration 43Q (7093.450000 sec): 3 clusters
  Score: Raw -1520461.885558 + Penalty 3193.313521 = -1517268.572037
  nChanged 9
		SP:Iteration 44Q (7093.720000 sec): 3 clusters
  Score: Raw -1520463.998738 + Penalty 3193.313521 = -1517270.685217
  nChanged 7
		SP:Iteration 45Q (7094.000000 sec): 3 clusters
  Score: Raw -1520465.460154 + Penalty 3193.313521 = -1517272.146633
  nChanged 8
		SP:Iteration 46Q (7094.200000 sec): 3 clusters
  Score: Raw -1520466.677233 + Penalty 3193.313521 = -1517273.363712
  nChanged 4
		SP:Iteration 47Q (7094.480000 sec): 3 clusters
  Score: Raw -1520467.318662 + Penalty 3193.313521 = -1517274.005141
  nChanged 8
		SP:Iteration 48Q (7094.740000 sec): 3 clusters
  Score: Raw -1520470.105160 + Penalty 3193.313521 = -1517276.791640
  nChanged 9
		SP:Iteration 49Q (7095.000000 sec): 3 clusters
  Score: Raw -1520472.276939 + Penalty 3193.313521 = -1517278.963419
  nChanged 4
		SP:Iteration 50Q (7095.260000 sec): 3 clusters
  Score: Raw -1520473.270935 + Penalty 3193.313521 = -1517279.957415
  nChanged 1
		SP:Iteration 51Q (7095.490000 sec): 3 clusters
  Score: Raw -1520473.583859 + Penalty 3193.313521 = -1517280.270338
  nChanged 1
		SP:Iteration 52Q (7095.680000 sec): 3 clusters
  Score: Raw -1520473.921725 + Penalty 3193.313521 = -1517280.608204
  nChanged 1
		SP:Iteration 53Q (7095.930000 sec): 3 clusters
  Score: Raw -1520474.135697 + Penalty 3193.313521 = -1517280.822176
  nChanged 2
		SP:Iteration 54Q (7096.210000 sec): 3 clusters
  Score: Raw -1520474.610025 + Penalty 3193.313521 = -1517281.296504
  nChanged 0
		SP:Iteration 55F (7096.420000 sec): 3 clusters
  Score: Raw -1520474.610025 + Penalty 3193.313521 = -1517281.296504
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (9826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7096.570000 sec): 2 clusters
  Score: Raw -818782.850596 + Penalty 1493.827922 = -817289.022674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7096.840000 sec): 3 clusters
  Score: Raw -813259.242827 + Penalty 2987.655844 = -810271.586983
  nChanged 4246
		SP:Iteration 1F (7097.030000 sec): 3 clusters
  Score: Raw -815583.102716 + Penalty 2987.655844 = -812595.446872
  nChanged 634
		SP:Iteration 2F (7097.240000 sec): 3 clusters
  Score: Raw -815914.777885 + Penalty 2987.655844 = -812927.122041
  nChanged 572
		SP:Iteration 3F (7097.430000 sec): 3 clusters
  Score: Raw -816199.382635 + Penalty 2987.655844 = -813211.726791
  nChanged 525
		SP:Iteration 4F (7097.690000 sec): 3 clusters
  Score: Raw -816481.802678 + Penalty 2987.655844 = -813494.146834
  nChanged 501
		SP:Iteration 5F (7097.940000 sec): 3 clusters
  Score: Raw -816761.756410 + Penalty 2987.655844 = -813774.100566
  nChanged 519
		SP:Iteration 6F (7098.190000 sec): 3 clusters
  Score: Raw -817062.744557 + Penalty 2987.655844 = -814075.088713
  nChanged 481
		SP:Iteration 7Q (7098.410000 sec): 3 clusters
  Score: Raw -817331.768773 + Penalty 2987.655844 = -814344.112929
  nChanged 422
		SP:Iteration 8Q (7098.630000 sec): 3 clusters
  Score: Raw -817573.480060 + Penalty 2987.655844 = -814585.824215
  nChanged 364
		SP:Iteration 9Q (7098.870000 sec): 3 clusters
  Score: Raw -817806.676220 + Penalty 2987.655844 = -814819.020376
  nChanged 317
		SP:Iteration 10Q (7099.190000 sec): 3 clusters
  Score: Raw -818007.440173 + Penalty 2987.655844 = -815019.784329
  nChanged 264
		SP:Iteration 11Q (7099.400000 sec): 3 clusters
  Score: Raw -818174.854619 + Penalty 2987.655844 = -815187.198775
  nChanged 224
		SP:Iteration 12Q (7099.600000 sec): 3 clusters
  Score: Raw -818327.743860 + Penalty 2987.655844 = -815340.088016
  nChanged 186
		SP:Iteration 13Q (7099.850000 sec): 3 clusters
  Score: Raw -818483.841165 + Penalty 2987.655844 = -815496.185321
  nChanged 172
		SP:Iteration 14Q (7100.080000 sec): 3 clusters
  Score: Raw -818648.130562 + Penalty 2987.655844 = -815660.474718
  nChanged 133
		SP:Iteration 15Q (7100.310000 sec): 3 clusters
  Score: Raw -818779.817437 + Penalty 2987.655844 = -815792.161593
  nChanged 108
		SP:Iteration 16Q (7100.500000 sec): 3 clusters
  Score: Raw -818879.351974 + Penalty 2987.655844 = -815891.696130
  nChanged 75
		SP:Iteration 17Q (7100.700000 sec): 3 clusters
  Score: Raw -818935.433086 + Penalty 2987.655844 = -815947.777242
  nChanged 72
		SP:Iteration 18Q (7100.910000 sec): 3 clusters
  Score: Raw -818975.841994 + Penalty 2987.655844 = -815988.186150
  nChanged 37
		SP:Iteration 19Q (7101.090000 sec): 3 clusters
  Score: Raw -818992.076371 + Penalty 2987.655844 = -816004.420527
  nChanged 24
		SP:Iteration 20F (7101.340000 sec): 3 clusters
  Score: Raw -819000.787112 + Penalty 2987.655844 = -816013.131268
  nChanged 16
		SP:Iteration 21Q (7101.520000 sec): 3 clusters
  Score: Raw -819004.974342 + Penalty 2987.655844 = -816017.318498
  nChanged 8
		SP:Iteration 22Q (7101.780000 sec): 3 clusters
  Score: Raw -819007.909142 + Penalty 2987.655844 = -816020.253298
  nChanged 7
		SP:Iteration 23Q (7101.940000 sec): 3 clusters
  Score: Raw -819010.902854 + Penalty 2987.655844 = -816023.247009
  nChanged 11
		SP:Iteration 24Q (7102.140000 sec): 3 clusters
  Score: Raw -819015.063427 + Penalty 2987.655844 = -816027.407583
  nChanged 12
		SP:Iteration 25Q (7102.360000 sec): 3 clusters
  Score: Raw -819019.496190 + Penalty 2987.655844 = -816031.840346
  nChanged 11
		SP:Iteration 26Q (7102.530000 sec): 3 clusters
  Score: Raw -819024.072489 + Penalty 2987.655844 = -816036.416645
  nChanged 9
		SP:Iteration 27Q (7102.700000 sec): 3 clusters
  Score: Raw -819026.810142 + Penalty 2987.655844 = -816039.154298
  nChanged 3
		SP:Iteration 28Q (7102.930000 sec): 3 clusters
  Score: Raw -819027.633865 + Penalty 2987.655844 = -816039.978021
  nChanged 2
		SP:Iteration 29Q (7103.180000 sec): 3 clusters
  Score: Raw -819028.123906 + Penalty 2987.655844 = -816040.468062
  nChanged 1
		SP:Iteration 30Q (7103.380000 sec): 3 clusters
  Score: Raw -819028.380512 + Penalty 2987.655844 = -816040.724667
  nChanged 0
		SP:Iteration 31F (7103.600000 sec): 3 clusters
  Score: Raw -819028.380512 + Penalty 2987.655844 = -816040.724667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7103.710000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7103.860000 sec): 3 clusters
  Score: Raw -63685.383437 + Penalty 2160.919979 = -61524.463458
  nChanged 205
		SP:Iteration 1F (7104.040000 sec): 3 clusters
  Score: Raw -63897.751739 + Penalty 2160.919979 = -61736.831760
  nChanged 50
		SP:Iteration 2F (7104.210000 sec): 3 clusters
  Score: Raw -63959.090209 + Penalty 2160.919979 = -61798.170230
  nChanged 23
		SP:Iteration 3Q (7104.400000 sec): 3 clusters
  Score: Raw -63983.080192 + Penalty 2160.919979 = -61822.160213
  nChanged 14
		SP:Iteration 4Q (7104.550000 sec): 3 clusters
  Score: Raw -63998.850506 + Penalty 2160.919979 = -61837.930527
  nChanged 11
		SP:Iteration 5Q (7104.750000 sec): 3 clusters
  Score: Raw -64016.158901 + Penalty 2160.919979 = -61855.238922
  nChanged 9
		SP:Iteration 6Q (7104.930000 sec): 3 clusters
  Score: Raw -64027.554016 + Penalty 2160.919979 = -61866.634037
  nChanged 4
		SP:Iteration 7Q (7105.110000 sec): 3 clusters
  Score: Raw -64032.250419 + Penalty 2160.919979 = -61871.330441
  nChanged 3
		SP:Iteration 8Q (7105.320000 sec): 3 clusters
  Score: Raw -64033.861060 + Penalty 2160.919979 = -61872.941081
  nChanged 1
		SP:Iteration 9Q (7105.500000 sec): 3 clusters
  Score: Raw -64034.157874 + Penalty 2160.919979 = -61873.237895
  nChanged 0
		SP:Iteration 10F (7105.640000 sec): 3 clusters
  Score: Raw -64034.157874 + Penalty 2160.919979 = -61873.237895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7105.780000 sec): 2 clusters
  Score: Raw -318443.996343 + Penalty 1350.322496 = -317093.673847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7105.940000 sec): 3 clusters
  Score: Raw -316454.842922 + Penalty 2700.644991 = -313754.197930
  nChanged 1583
		SP:Iteration 1F (7106.150000 sec): 3 clusters
  Score: Raw -317480.796893 + Penalty 2700.644991 = -314780.151902
  nChanged 356
		SP:Iteration 2F (7106.290000 sec): 3 clusters
  Score: Raw -317737.852875 + Penalty 2700.644991 = -315037.207884
  nChanged 251
		SP:Iteration 3F (7106.470000 sec): 3 clusters
  Score: Raw -317919.456667 + Penalty 2700.644991 = -315218.811676
  nChanged 209
		SP:Iteration 4F (7106.720000 sec): 3 clusters
  Score: Raw -318069.804204 + Penalty 2700.644991 = -315369.159213
  nChanged 193
		SP:Iteration 5Q (7106.890000 sec): 3 clusters
  Score: Raw -318213.247826 + Penalty 2700.644991 = -315512.602835
  nChanged 159
		SP:Iteration 6Q (7107.090000 sec): 3 clusters
  Score: Raw -318314.276844 + Penalty 2700.644991 = -315613.631853
  nChanged 116
		SP:Iteration 7Q (7107.270000 sec): 3 clusters
  Score: Raw -318383.204304 + Penalty 2700.644991 = -315682.559313
  nChanged 89
		SP:Iteration 8Q (7107.550000 sec): 3 clusters
  Score: Raw -318428.890879 + Penalty 2700.644991 = -315728.245887
  nChanged 62
		SP:Iteration 9Q (7107.710000 sec): 3 clusters
  Score: Raw -318457.233555 + Penalty 2700.644991 = -315756.588564
  nChanged 49
		SP:Iteration 10Q (7107.890000 sec): 3 clusters
  Score: Raw -318477.693641 + Penalty 2700.644991 = -315777.048650
  nChanged 42
		SP:Iteration 11Q (7108.040000 sec): 3 clusters
  Score: Raw -318502.170590 + Penalty 2700.644991 = -315801.525598
  nChanged 32
		SP:Iteration 12Q (7108.200000 sec): 3 clusters
  Score: Raw -318519.032226 + Penalty 2700.644991 = -315818.387234
  nChanged 25
		SP:Iteration 13Q (7108.370000 sec): 3 clusters
  Score: Raw -318530.216320 + Penalty 2700.644991 = -315829.571328
  nChanged 21
		SP:Iteration 14Q (7108.580000 sec): 3 clusters
  Score: Raw -318538.801802 + Penalty 2700.644991 = -315838.156811
  nChanged 16
		SP:Iteration 15Q (7108.780000 sec): 3 clusters
  Score: Raw -318543.864920 + Penalty 2700.644991 = -315843.219929
  nChanged 9
		SP:Iteration 16Q (7108.930000 sec): 3 clusters
  Score: Raw -318547.547327 + Penalty 2700.644991 = -315846.902336
  nChanged 8
		SP:Iteration 17Q (7109.120000 sec): 3 clusters
  Score: Raw -318552.672271 + Penalty 2700.644991 = -315852.027280
  nChanged 14
		SP:Iteration 18Q (7109.330000 sec): 3 clusters
  Score: Raw -318559.136431 + Penalty 2700.644991 = -315858.491439
  nChanged 11
		SP:Iteration 19Q (7109.450000 sec): 3 clusters
  Score: Raw -318563.790880 + Penalty 2700.644991 = -315863.145889
  nChanged 9
		SP:Iteration 20F (7109.630000 sec): 3 clusters
  Score: Raw -318567.193533 + Penalty 2700.644991 = -315866.548542
  nChanged 6
		SP:Iteration 21Q (7109.790000 sec): 3 clusters
  Score: Raw -318570.311954 + Penalty 2700.644991 = -315869.666963
  nChanged 7
		SP:Iteration 22Q (7109.980000 sec): 3 clusters
  Score: Raw -318573.729725 + Penalty 2700.644991 = -315873.084734
  nChanged 7
		SP:Iteration 23Q (7110.130000 sec): 3 clusters
  Score: Raw -318576.551855 + Penalty 2700.644991 = -315875.906864
  nChanged 10
		SP:Iteration 24Q (7110.310000 sec): 3 clusters
  Score: Raw -318580.242402 + Penalty 2700.644991 = -315879.597411
  nChanged 4
		SP:Iteration 25Q (7110.480000 sec): 3 clusters
  Score: Raw -318582.168013 + Penalty 2700.644991 = -315881.523022
  nChanged 3
		SP:Iteration 26Q (7110.640000 sec): 3 clusters
  Score: Raw -318583.403012 + Penalty 2700.644991 = -315882.758021
  nChanged 3
		SP:Iteration 27Q (7110.840000 sec): 3 clusters
  Score: Raw -318584.638627 + Penalty 2700.644991 = -315883.993636
  nChanged 2
		SP:Iteration 28Q (7110.990000 sec): 3 clusters
  Score: Raw -318585.474026 + Penalty 2700.644991 = -315884.829035
  nChanged 1
		SP:Iteration 29Q (7111.180000 sec): 3 clusters
  Score: Raw -318586.261329 + Penalty 2700.644991 = -315885.616338
  nChanged 4
		SP:Iteration 30Q (7111.330000 sec): 3 clusters
  Score: Raw -318588.465772 + Penalty 2700.644991 = -315887.820781
  nChanged 3
		SP:Iteration 31Q (7111.570000 sec): 3 clusters
  Score: Raw -318590.143163 + Penalty 2700.644991 = -315889.498172
  nChanged 6
		SP:Iteration 32Q (7111.770000 sec): 3 clusters
  Score: Raw -318592.786354 + Penalty 2700.644991 = -315892.141363
  nChanged 3
		SP:Iteration 33Q (7111.940000 sec): 3 clusters
  Score: Raw -318593.786361 + Penalty 2700.644991 = -315893.141370
  nChanged 1
		SP:Iteration 34Q (7112.130000 sec): 3 clusters
  Score: Raw -318594.271538 + Penalty 2700.644991 = -315893.626547
  nChanged 1
		SP:Iteration 35Q (7112.290000 sec): 3 clusters
  Score: Raw -318594.494333 + Penalty 2700.644991 = -315893.849342
  nChanged 1
		SP:Iteration 36Q (7112.480000 sec): 3 clusters
  Score: Raw -318595.057555 + Penalty 2700.644991 = -315894.412564
  nChanged 1
		SP:Iteration 37Q (7112.630000 sec): 3 clusters
  Score: Raw -318595.385327 + Penalty 2700.644991 = -315894.740336
  nChanged 2
		SP:Iteration 38Q (7112.820000 sec): 3 clusters
  Score: Raw -318596.241799 + Penalty 2700.644991 = -315895.596808
  nChanged 4
		SP:Iteration 39Q (7113.020000 sec): 3 clusters
  Score: Raw -318597.268014 + Penalty 2700.644991 = -315896.623023
  nChanged 3
		SP:Iteration 40F (7113.220000 sec): 3 clusters
  Score: Raw -318598.771728 + Penalty 2700.644991 = -315898.126737
  nChanged 3
		SP:Iteration 41Q (7113.410000 sec): 3 clusters
  Score: Raw -318599.939342 + Penalty 2700.644991 = -315899.294351
  nChanged 2
		SP:Iteration 42Q (7113.580000 sec): 3 clusters
  Score: Raw -318600.996380 + Penalty 2700.644991 = -315900.351389
  nChanged 3
		SP:Iteration 43Q (7113.790000 sec): 3 clusters
  Score: Raw -318601.906044 + Penalty 2700.644991 = -315901.261053
  nChanged 1
		SP:Iteration 44Q (7113.950000 sec): 3 clusters
  Score: Raw -318602.343468 + Penalty 2700.644991 = -315901.698477
  nChanged 1
		SP:Iteration 45Q (7114.160000 sec): 3 clusters
  Score: Raw -318602.688245 + Penalty 2700.644991 = -315902.043254
  nChanged 1
		SP:Iteration 46Q (7114.360000 sec): 3 clusters
  Score: Raw -318603.004016 + Penalty 2700.644991 = -315902.359025
  nChanged 0
		SP:Iteration 47F (7114.560000 sec): 3 clusters
  Score: Raw -318603.004016 + Penalty 2700.644991 = -315902.359025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7114.670000 sec): 2 clusters
  Score: Raw -117332.748030 + Penalty 1206.135726 = -116126.612303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7114.840000 sec): 3 clusters
  Score: Raw -116635.753448 + Penalty 2412.271453 = -114223.481995
  nChanged 553
		SP:Iteration 1F (7115.000000 sec): 3 clusters
  Score: Raw -117044.285478 + Penalty 2412.271453 = -114632.014025
  nChanged 145
		SP:Iteration 2F (7115.170000 sec): 3 clusters
  Score: Raw -117203.010508 + Penalty 2412.271453 = -114790.739056
  nChanged 110
		SP:Iteration 3F (7115.340000 sec): 3 clusters
  Score: Raw -117303.654108 + Penalty 2412.271453 = -114891.382655
  nChanged 74
		SP:Iteration 4Q (7115.500000 sec): 3 clusters
  Score: Raw -117377.848313 + Penalty 2412.271453 = -114965.576861
  nChanged 66
		SP:Iteration 5Q (7115.680000 sec): 3 clusters
  Score: Raw -117447.625977 + Penalty 2412.271453 = -115035.354524
  nChanged 58
		SP:Iteration 6Q (7115.860000 sec): 3 clusters
  Score: Raw -117508.836525 + Penalty 2412.271453 = -115096.565072
  nChanged 48
		SP:Iteration 7Q (7116.060000 sec): 3 clusters
  Score: Raw -117564.793069 + Penalty 2412.271453 = -115152.521616
  nChanged 53
		SP:Iteration 8Q (7116.290000 sec): 3 clusters
  Score: Raw -117633.844923 + Penalty 2412.271453 = -115221.573471
  nChanged 53
		SP:Iteration 9Q (7116.440000 sec): 3 clusters
  Score: Raw -117690.329636 + Penalty 2412.271453 = -115278.058184
  nChanged 46
		SP:Iteration 10Q (7116.630000 sec): 3 clusters
  Score: Raw -117730.412289 + Penalty 2412.271453 = -115318.140836
  nChanged 33
		SP:Iteration 11Q (7116.840000 sec): 3 clusters
  Score: Raw -117756.148483 + Penalty 2412.271453 = -115343.877030
  nChanged 21
		SP:Iteration 12Q (7117.020000 sec): 3 clusters
  Score: Raw -117767.127734 + Penalty 2412.271453 = -115354.856281
  nChanged 6
		SP:Iteration 13Q (7117.180000 sec): 3 clusters
  Score: Raw -117770.263241 + Penalty 2412.271453 = -115357.991788
  nChanged 4
		SP:Iteration 14Q (7117.390000 sec): 3 clusters
  Score: Raw -117772.144280 + Penalty 2412.271453 = -115359.872827
  nChanged 4
		SP:Iteration 15Q (7117.570000 sec): 3 clusters
  Score: Raw -117774.191580 + Penalty 2412.271453 = -115361.920128
  nChanged 3
		SP:Iteration 16Q (7117.770000 sec): 3 clusters
  Score: Raw -117775.970699 + Penalty 2412.271453 = -115363.699246
  nChanged 5
		SP:Iteration 17Q (7117.940000 sec): 3 clusters
  Score: Raw -117778.058818 + Penalty 2412.271453 = -115365.787365
  nChanged 3
		SP:Iteration 18Q (7118.130000 sec): 3 clusters
  Score: Raw -117780.397709 + Penalty 2412.271453 = -115368.126256
  nChanged 1
		SP:Iteration 19Q (7118.300000 sec): 3 clusters
  Score: Raw -117780.829258 + Penalty 2412.271453 = -115368.557805
  nChanged 1
		SP:Iteration 20F (7118.500000 sec): 3 clusters
  Score: Raw -117781.046746 + Penalty 2412.271453 = -115368.775293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7118.580000 sec): 2 clusters
  Score: Raw -223508.677663 + Penalty 1284.033972 = -222224.643691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7118.780000 sec): 3 clusters
  Score: Raw -222259.469462 + Penalty 2568.067944 = -219691.401519
  nChanged 1010
		SP:Iteration 1F (7118.940000 sec): 3 clusters
  Score: Raw -222907.141137 + Penalty 2568.067944 = -220339.073193
  nChanged 220
		SP:Iteration 2F (7119.110000 sec): 3 clusters
  Score: Raw -223085.692545 + Penalty 2568.067944 = -220517.624601
  nChanged 155
		SP:Iteration 3F (7119.320000 sec): 3 clusters
  Score: Raw -223199.599986 + Penalty 2568.067944 = -220631.532042
  nChanged 114
		SP:Iteration 4Q (7119.550000 sec): 3 clusters
  Score: Raw -223269.649809 + Penalty 2568.067944 = -220701.581866
  nChanged 85
		SP:Iteration 5Q (7119.700000 sec): 3 clusters
  Score: Raw -223313.539161 + Penalty 2568.067944 = -220745.471217
  nChanged 73
		SP:Iteration 6Q (7119.900000 sec): 3 clusters
  Score: Raw -223353.227706 + Penalty 2568.067944 = -220785.159762
  nChanged 53
		SP:Iteration 7Q (7120.100000 sec): 3 clusters
  Score: Raw -223378.250423 + Penalty 2568.067944 = -220810.182479
  nChanged 43
		SP:Iteration 8Q (7120.320000 sec): 3 clusters
  Score: Raw -223398.312456 + Penalty 2568.067944 = -220830.244512
  nChanged 31
		SP:Iteration 9Q (7120.550000 sec): 3 clusters
  Score: Raw -223412.630494 + Penalty 2568.067944 = -220844.562551
  nChanged 23
		SP:Iteration 10Q (7120.710000 sec): 3 clusters
  Score: Raw -223420.584937 + Penalty 2568.067944 = -220852.516994
  nChanged 22
		SP:Iteration 11Q (7120.880000 sec): 3 clusters
  Score: Raw -223429.209459 + Penalty 2568.067944 = -220861.141516
  nChanged 28
		SP:Iteration 12Q (7121.120000 sec): 3 clusters
  Score: Raw -223439.854342 + Penalty 2568.067944 = -220871.786398
  nChanged 26
		SP:Iteration 13Q (7121.260000 sec): 3 clusters
  Score: Raw -223450.107745 + Penalty 2568.067944 = -220882.039802
  nChanged 28
		SP:Iteration 14Q (7121.460000 sec): 3 clusters
  Score: Raw -223459.676408 + Penalty 2568.067944 = -220891.608465
  nChanged 23
		SP:Iteration 15Q (7121.680000 sec): 3 clusters
  Score: Raw -223467.430411 + Penalty 2568.067944 = -220899.362468
  nChanged 26
		SP:Iteration 16Q (7121.850000 sec): 3 clusters
  Score: Raw -223477.678079 + Penalty 2568.067944 = -220909.610136
  nChanged 23
		SP:Iteration 17Q (7122.060000 sec): 3 clusters
  Score: Raw -223486.252289 + Penalty 2568.067944 = -220918.184345
  nChanged 23
		SP:Iteration 18Q (7122.240000 sec): 3 clusters
  Score: Raw -223493.868160 + Penalty 2568.067944 = -220925.800216
  nChanged 21
		SP:Iteration 19Q (7122.390000 sec): 3 clusters
  Score: Raw -223500.364562 + Penalty 2568.067944 = -220932.296618
  nChanged 16
		SP:Iteration 20F (7122.570000 sec): 3 clusters
  Score: Raw -223506.727247 + Penalty 2568.067944 = -220938.659304
  nChanged 27
		SP:Iteration 21Q (7122.750000 sec): 3 clusters
  Score: Raw -223514.421406 + Penalty 2568.067944 = -220946.353463
  nChanged 16
		SP:Iteration 22Q (7122.980000 sec): 3 clusters
  Score: Raw -223519.591010 + Penalty 2568.067944 = -220951.523067
  nChanged 20
		SP:Iteration 23Q (7123.150000 sec): 3 clusters
  Score: Raw -223526.250850 + Penalty 2568.067944 = -220958.182907
  nChanged 22
		SP:Iteration 24Q (7123.370000 sec): 3 clusters
  Score: Raw -223534.180475 + Penalty 2568.067944 = -220966.112531
  nChanged 23
		SP:Iteration 25Q (7123.560000 sec): 3 clusters
  Score: Raw -223541.547734 + Penalty 2568.067944 = -220973.479791
  nChanged 22
		SP:Iteration 26Q (7123.720000 sec): 3 clusters
  Score: Raw -223549.533312 + Penalty 2568.067944 = -220981.465368
  nChanged 22
		SP:Iteration 27Q (7123.910000 sec): 3 clusters
  Score: Raw -223557.798070 + Penalty 2568.067944 = -220989.730126
  nChanged 25
		SP:Iteration 28Q (7124.070000 sec): 3 clusters
  Score: Raw -223566.260451 + Penalty 2568.067944 = -220998.192507
  nChanged 28
		SP:Iteration 29Q (7124.270000 sec): 3 clusters
  Score: Raw -223574.872968 + Penalty 2568.067944 = -221006.805025
  nChanged 28
		SP:Iteration 30Q (7124.430000 sec): 3 clusters
  Score: Raw -223585.417476 + Penalty 2568.067944 = -221017.349532
  nChanged 34
		SP:Iteration 31Q (7124.530000 sec): 3 clusters
  Score: Raw -223599.469192 + Penalty 2568.067944 = -221031.401249
  nChanged 45
		SP:Iteration 32Q (7124.640000 sec): 3 clusters
  Score: Raw -223618.194073 + Penalty 2568.067944 = -221050.126129
  nChanged 47
		SP:Iteration 33Q (7124.760000 sec): 3 clusters
  Score: Raw -223640.224715 + Penalty 2568.067944 = -221072.156772
  nChanged 49
		SP:Iteration 34Q (7124.870000 sec): 3 clusters
  Score: Raw -223664.391945 + Penalty 2568.067944 = -221096.324002
  nChanged 44
		SP:Iteration 35Q (7124.990000 sec): 3 clusters
  Score: Raw -223687.784647 + Penalty 2568.067944 = -221119.716704
  nChanged 43
		SP:Iteration 36Q (7125.190000 sec): 3 clusters
  Score: Raw -223708.213779 + Penalty 2568.067944 = -221140.145836
  nChanged 29
		SP:Iteration 37Q (7125.360000 sec): 3 clusters
  Score: Raw -223722.295111 + Penalty 2568.067944 = -221154.227168
  nChanged 32
		SP:Iteration 38Q (7125.560000 sec): 3 clusters
  Score: Raw -223739.438000 + Penalty 2568.067944 = -221171.370057
  nChanged 36
		SP:Iteration 39Q (7125.680000 sec): 3 clusters
  Score: Raw -223761.560424 + Penalty 2568.067944 = -221193.492481
  nChanged 39
		SP:Iteration 40F (7125.800000 sec): 3 clusters
  Score: Raw -223783.044463 + Penalty 2568.067944 = -221214.976519
  nChanged 28
		SP:Iteration 41Q (7125.920000 sec): 3 clusters
  Score: Raw -223798.066227 + Penalty 2568.067944 = -221229.998283
  nChanged 18
		SP:Iteration 42Q (7126.030000 sec): 3 clusters
  Score: Raw -223807.565265 + Penalty 2568.067944 = -221239.497322
  nChanged 13
		SP:Iteration 43Q (7126.150000 sec): 3 clusters
  Score: Raw -223816.753943 + Penalty 2568.067944 = -221248.685999
  nChanged 12
		SP:Iteration 44Q (7126.310000 sec): 3 clusters
  Score: Raw -223823.121160 + Penalty 2568.067944 = -221255.053216
  nChanged 10
		SP:Iteration 45Q (7126.480000 sec): 3 clusters
  Score: Raw -223828.270008 + Penalty 2568.067944 = -221260.202065
  nChanged 8
		SP:Iteration 46Q (7126.660000 sec): 3 clusters
  Score: Raw -223832.549538 + Penalty 2568.067944 = -221264.481595
  nChanged 7
		SP:Iteration 47Q (7126.840000 sec): 3 clusters
  Score: Raw -223837.086324 + Penalty 2568.067944 = -221269.018381
  nChanged 7
		SP:Iteration 48Q (7127.000000 sec): 3 clusters
  Score: Raw -223840.363480 + Penalty 2568.067944 = -221272.295537
  nChanged 7
		SP:Iteration 49Q (7127.170000 sec): 3 clusters
  Score: Raw -223843.673800 + Penalty 2568.067944 = -221275.605856
  nChanged 3
		SP:Iteration 50Q (7127.380000 sec): 3 clusters
  Score: Raw -223845.560304 + Penalty 2568.067944 = -221277.492361
  nChanged 4
		SP:Iteration 51Q (7127.570000 sec): 3 clusters
  Score: Raw -223847.487323 + Penalty 2568.067944 = -221279.419379
  nChanged 3
		SP:Iteration 52Q (7127.750000 sec): 3 clusters
  Score: Raw -223848.804575 + Penalty 2568.067944 = -221280.736631
  nChanged 4
		SP:Iteration 53Q (7127.900000 sec): 3 clusters
  Score: Raw -223851.363499 + Penalty 2568.067944 = -221283.295555
  nChanged 4
		SP:Iteration 54Q (7128.040000 sec): 3 clusters
  Score: Raw -223854.087180 + Penalty 2568.067944 = -221286.019237
  nChanged 5
		SP:Iteration 55Q (7128.220000 sec): 3 clusters
  Score: Raw -223856.494731 + Penalty 2568.067944 = -221288.426787
  nChanged 3
		SP:Iteration 56Q (7128.450000 sec): 3 clusters
  Score: Raw -223858.297607 + Penalty 2568.067944 = -221290.229663
  nChanged 3
		SP:Iteration 57Q (7128.620000 sec): 3 clusters
  Score: Raw -223859.811111 + Penalty 2568.067944 = -221291.743167
  nChanged 1
		SP:Iteration 58Q (7128.830000 sec): 3 clusters
  Score: Raw -223860.582862 + Penalty 2568.067944 = -221292.514918
  nChanged 0
		SP:Iteration 59F (7128.950000 sec): 3 clusters
  Score: Raw -223860.582862 + Penalty 2568.067944 = -221292.514918
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (7403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7129.100000 sec): 2 clusters
  Score: Raw -599797.046070 + Penalty 1447.816598 = -598349.229472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7129.300000 sec): 3 clusters
  Score: Raw -595772.228464 + Penalty 2895.633196 = -592876.595269
  nChanged 3125
		SP:Iteration 1F (7129.480000 sec): 3 clusters
  Score: Raw -597452.159963 + Penalty 2895.633196 = -594556.526768
  nChanged 472
		SP:Iteration 2F (7129.700000 sec): 3 clusters
  Score: Raw -597667.901154 + Penalty 2895.633196 = -594772.267959
  nChanged 362
		SP:Iteration 3Q (7129.910000 sec): 3 clusters
  Score: Raw -597821.670933 + Penalty 2895.633196 = -594926.037737
  nChanged 309
		SP:Iteration 4Q (7130.090000 sec): 3 clusters
  Score: Raw -597957.207318 + Penalty 2895.633196 = -595061.574122
  nChanged 252
		SP:Iteration 5Q (7130.320000 sec): 3 clusters
  Score: Raw -598074.607251 + Penalty 2895.633196 = -595178.974056
  nChanged 237
		SP:Iteration 6Q (7130.530000 sec): 3 clusters
  Score: Raw -598171.457029 + Penalty 2895.633196 = -595275.823834
  nChanged 221
		SP:Iteration 7Q (7130.710000 sec): 3 clusters
  Score: Raw -598258.493613 + Penalty 2895.633196 = -595362.860417
  nChanged 216
		SP:Iteration 8Q (7130.870000 sec): 3 clusters
  Score: Raw -598341.685995 + Penalty 2895.633196 = -595446.052799
  nChanged 206
		SP:Iteration 9Q (7131.080000 sec): 3 clusters
  Score: Raw -598429.401298 + Penalty 2895.633196 = -595533.768102
  nChanged 208
		SP:Iteration 10Q (7131.280000 sec): 3 clusters
  Score: Raw -598527.779388 + Penalty 2895.633196 = -595632.146192
  nChanged 250
		SP:Iteration 11Q (7131.500000 sec): 3 clusters
  Score: Raw -598636.949857 + Penalty 2895.633196 = -595741.316661
  nChanged 239
		SP:Iteration 12Q (7131.660000 sec): 3 clusters
  Score: Raw -598736.451485 + Penalty 2895.633196 = -595840.818289
  nChanged 224
		SP:Iteration 13Q (7131.870000 sec): 3 clusters
  Score: Raw -598849.129199 + Penalty 2895.633196 = -595953.496003
  nChanged 248
		SP:Iteration 14Q (7132.040000 sec): 3 clusters
  Score: Raw -598975.185309 + Penalty 2895.633196 = -596079.552113
  nChanged 247
		SP:Iteration 15Q (7132.270000 sec): 3 clusters
  Score: Raw -599103.078467 + Penalty 2895.633196 = -596207.445271
  nChanged 232
		SP:Iteration 16Q (7132.440000 sec): 3 clusters
  Score: Raw -599216.137962 + Penalty 2895.633196 = -596320.504766
  nChanged 213
		SP:Iteration 17Q (7132.640000 sec): 3 clusters
  Score: Raw -599311.577406 + Penalty 2895.633196 = -596415.944210
  nChanged 188
		SP:Iteration 18Q (7132.800000 sec): 3 clusters
  Score: Raw -599391.847605 + Penalty 2895.633196 = -596496.214409
  nChanged 184
		SP:Iteration 19Q (7132.980000 sec): 3 clusters
  Score: Raw -599468.833053 + Penalty 2895.633196 = -596573.199857
  nChanged 158
		SP:Iteration 20F (7133.230000 sec): 3 clusters
  Score: Raw -599529.648109 + Penalty 2895.633196 = -596634.014913
  nChanged 127
		SP:Iteration 21Q (7133.430000 sec): 3 clusters
  Score: Raw -599578.813756 + Penalty 2895.633196 = -596683.180560
  nChanged 102
		SP:Iteration 22Q (7133.640000 sec): 3 clusters
  Score: Raw -599613.426004 + Penalty 2895.633196 = -596717.792809
  nChanged 85
		SP:Iteration 23Q (7133.830000 sec): 3 clusters
  Score: Raw -599643.931470 + Penalty 2895.633196 = -596748.298274
  nChanged 74
		SP:Iteration 24Q (7134.040000 sec): 3 clusters
  Score: Raw -599667.307936 + Penalty 2895.633196 = -596771.674740
  nChanged 65
		SP:Iteration 25Q (7134.260000 sec): 3 clusters
  Score: Raw -599688.471222 + Penalty 2895.633196 = -596792.838026
  nChanged 54
		SP:Iteration 26Q (7134.450000 sec): 3 clusters
  Score: Raw -599705.244977 + Penalty 2895.633196 = -596809.611782
  nChanged 61
		SP:Iteration 27Q (7134.660000 sec): 3 clusters
  Score: Raw -599725.880428 + Penalty 2895.633196 = -596830.247232
  nChanged 55
		SP:Iteration 28Q (7134.860000 sec): 3 clusters
  Score: Raw -599744.690465 + Penalty 2895.633196 = -596849.057269
  nChanged 55
		SP:Iteration 29Q (7135.110000 sec): 3 clusters
  Score: Raw -599766.138201 + Penalty 2895.633196 = -596870.505005
  nChanged 51
		SP:Iteration 30Q (7135.290000 sec): 3 clusters
  Score: Raw -599783.679227 + Penalty 2895.633196 = -596888.046031
  nChanged 44
		SP:Iteration 31Q (7135.510000 sec): 3 clusters
  Score: Raw -599797.198939 + Penalty 2895.633196 = -596901.565744
  nChanged 38
		SP:Iteration 32Q (7135.730000 sec): 3 clusters
  Score: Raw -599811.381183 + Penalty 2895.633196 = -596915.747987
  nChanged 37
		SP:Iteration 33Q (7135.940000 sec): 3 clusters
  Score: Raw -599825.443183 + Penalty 2895.633196 = -596929.809987
  nChanged 40
		SP:Iteration 34Q (7136.150000 sec): 3 clusters
  Score: Raw -599841.199142 + Penalty 2895.633196 = -596945.565946
  nChanged 42
		SP:Iteration 35Q (7136.390000 sec): 3 clusters
  Score: Raw -599853.939839 + Penalty 2895.633196 = -596958.306643
  nChanged 36
		SP:Iteration 36Q (7136.560000 sec): 3 clusters
  Score: Raw -599866.864189 + Penalty 2895.633196 = -596971.230993
  nChanged 30
		SP:Iteration 37Q (7136.770000 sec): 3 clusters
  Score: Raw -599877.498596 + Penalty 2895.633196 = -596981.865400
  nChanged 25
		SP:Iteration 38Q (7136.950000 sec): 3 clusters
  Score: Raw -599886.030143 + Penalty 2895.633196 = -596990.396947
  nChanged 27
		SP:Iteration 39Q (7137.170000 sec): 3 clusters
  Score: Raw -599897.442004 + Penalty 2895.633196 = -597001.808808
  nChanged 31
		SP:Iteration 40F (7137.390000 sec): 3 clusters
  Score: Raw -599911.248994 + Penalty 2895.633196 = -597015.615798
  nChanged 37
		SP:Iteration 41Q (7137.580000 sec): 3 clusters
  Score: Raw -599925.788006 + Penalty 2895.633196 = -597030.154810
  nChanged 35
		SP:Iteration 42Q (7137.810000 sec): 3 clusters
  Score: Raw -599939.795146 + Penalty 2895.633196 = -597044.161951
  nChanged 41
		SP:Iteration 43Q (7138.030000 sec): 3 clusters
  Score: Raw -599954.530513 + Penalty 2895.633196 = -597058.897318
  nChanged 32
		SP:Iteration 44Q (7138.220000 sec): 3 clusters
  Score: Raw -599968.067423 + Penalty 2895.633196 = -597072.434228
  nChanged 34
		SP:Iteration 45Q (7138.470000 sec): 3 clusters
  Score: Raw -599981.274932 + Penalty 2895.633196 = -597085.641736
  nChanged 33
		SP:Iteration 46Q (7138.670000 sec): 3 clusters
  Score: Raw -599993.752411 + Penalty 2895.633196 = -597098.119215
  nChanged 23
		SP:Iteration 47Q (7138.900000 sec): 3 clusters
  Score: Raw -600002.831418 + Penalty 2895.633196 = -597107.198222
  nChanged 26
		SP:Iteration 48Q (7139.050000 sec): 3 clusters
  Score: Raw -600014.781650 + Penalty 2895.633196 = -597119.148454
  nChanged 27
		SP:Iteration 49Q (7139.250000 sec): 3 clusters
  Score: Raw -600024.568427 + Penalty 2895.633196 = -597128.935231
  nChanged 28
		SP:Iteration 50Q (7139.500000 sec): 3 clusters
  Score: Raw -600037.417531 + Penalty 2895.633196 = -597141.784335
  nChanged 26
		SP:Iteration 51Q (7139.710000 sec): 3 clusters
  Score: Raw -600048.104429 + Penalty 2895.633196 = -597152.471233
  nChanged 23
		SP:Iteration 52Q (7139.910000 sec): 3 clusters
  Score: Raw -600055.282496 + Penalty 2895.633196 = -597159.649301
  nChanged 9
		SP:Iteration 53Q (7140.110000 sec): 3 clusters
  Score: Raw -600058.727760 + Penalty 2895.633196 = -597163.094565
  nChanged 12
		SP:Iteration 54Q (7140.330000 sec): 3 clusters
  Score: Raw -600063.542875 + Penalty 2895.633196 = -597167.909679
  nChanged 8
		SP:Iteration 55Q (7140.510000 sec): 3 clusters
  Score: Raw -600065.876582 + Penalty 2895.633196 = -597170.243386
  nChanged 7
		SP:Iteration 56Q (7140.690000 sec): 3 clusters
  Score: Raw -600068.216425 + Penalty 2895.633196 = -597172.583230
  nChanged 8
		SP:Iteration 57Q (7140.910000 sec): 3 clusters
  Score: Raw -600070.625608 + Penalty 2895.633196 = -597174.992412
  nChanged 7
		SP:Iteration 58Q (7141.070000 sec): 3 clusters
  Score: Raw -600073.044356 + Penalty 2895.633196 = -597177.411161
  nChanged 3
		SP:Iteration 59Q (7141.210000 sec): 3 clusters
  Score: Raw -600074.131592 + Penalty 2895.633196 = -597178.498396
  nChanged 2
		SP:Iteration 60F (7141.350000 sec): 3 clusters
  Score: Raw -600075.500510 + Penalty 2895.633196 = -597179.867314
  nChanged 4
		SP:Iteration 61Q (7141.510000 sec): 3 clusters
  Score: Raw -600076.570476 + Penalty 2895.633196 = -597180.937280
  nChanged 4
		SP:Iteration 62Q (7141.650000 sec): 3 clusters
  Score: Raw -600077.469627 + Penalty 2895.633196 = -597181.836431
  nChanged 4
		SP:Iteration 63Q (7141.800000 sec): 3 clusters
  Score: Raw -600078.150711 + Penalty 2895.633196 = -597182.517515
  nChanged 2
		SP:Iteration 64Q (7142.020000 sec): 3 clusters
  Score: Raw -600078.830926 + Penalty 2895.633196 = -597183.197730
  nChanged 2
		SP:Iteration 65Q (7142.230000 sec): 3 clusters
  Score: Raw -600079.067523 + Penalty 2895.633196 = -597183.434327
  nChanged 1
		SP:Iteration 66Q (7142.450000 sec): 3 clusters
  Score: Raw -600079.150989 + Penalty 2895.633196 = -597183.517793
  nChanged 0
		SP:Iteration 67F (7142.650000 sec): 3 clusters
  Score: Raw -600079.150989 + Penalty 2895.633196 = -597183.517793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7142.760000 sec): 2 clusters
  Score: Raw -309542.464649 + Penalty 1359.988031 = -308182.476618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7142.960000 sec): 3 clusters
  Score: Raw -307393.142708 + Penalty 2719.976062 = -304673.166647
  nChanged 1677
		SP:Iteration 1F (7143.130000 sec): 3 clusters
  Score: Raw -308391.673615 + Penalty 2719.976062 = -305671.697553
  nChanged 349
		SP:Iteration 2F (7143.300000 sec): 3 clusters
  Score: Raw -308585.880590 + Penalty 2719.976062 = -305865.904528
  nChanged 257
		SP:Iteration 3F (7143.490000 sec): 3 clusters
  Score: Raw -308752.876743 + Penalty 2719.976062 = -306032.900681
  nChanged 221
		SP:Iteration 4F (7143.710000 sec): 3 clusters
  Score: Raw -308900.805304 + Penalty 2719.976062 = -306180.829242
  nChanged 202
		SP:Iteration 5Q (7143.900000 sec): 3 clusters
  Score: Raw -309045.237188 + Penalty 2719.976062 = -306325.261126
  nChanged 186
		SP:Iteration 6Q (7144.110000 sec): 3 clusters
  Score: Raw -309157.082332 + Penalty 2719.976062 = -306437.106270
  nChanged 140
		SP:Iteration 7Q (7144.320000 sec): 3 clusters
  Score: Raw -309226.672029 + Penalty 2719.976062 = -306506.695967
  nChanged 122
		SP:Iteration 8Q (7144.560000 sec): 3 clusters
  Score: Raw -309289.484358 + Penalty 2719.976062 = -306569.508297
  nChanged 103
		SP:Iteration 9Q (7144.720000 sec): 3 clusters
  Score: Raw -309343.941416 + Penalty 2719.976062 = -306623.965354
  nChanged 101
		SP:Iteration 10Q (7144.910000 sec): 3 clusters
  Score: Raw -309394.048560 + Penalty 2719.976062 = -306674.072498
  nChanged 96
		SP:Iteration 11Q (7145.100000 sec): 3 clusters
  Score: Raw -309442.046917 + Penalty 2719.976062 = -306722.070856
  nChanged 76
		SP:Iteration 12Q (7145.280000 sec): 3 clusters
  Score: Raw -309476.556863 + Penalty 2719.976062 = -306756.580801
  nChanged 66
		SP:Iteration 13Q (7145.480000 sec): 3 clusters
  Score: Raw -309499.493093 + Penalty 2719.976062 = -306779.517032
  nChanged 54
		SP:Iteration 14Q (7145.640000 sec): 3 clusters
  Score: Raw -309518.379186 + Penalty 2719.976062 = -306798.403125
  nChanged 51
		SP:Iteration 15Q (7145.830000 sec): 3 clusters
  Score: Raw -309535.952315 + Penalty 2719.976062 = -306815.976253
  nChanged 44
		SP:Iteration 16Q (7146.000000 sec): 3 clusters
  Score: Raw -309548.154207 + Penalty 2719.976062 = -306828.178146
  nChanged 38
		SP:Iteration 17Q (7146.140000 sec): 3 clusters
  Score: Raw -309558.902453 + Penalty 2719.976062 = -306838.926391
  nChanged 32
		SP:Iteration 18Q (7146.370000 sec): 3 clusters
  Score: Raw -309568.220994 + Penalty 2719.976062 = -306848.244932
  nChanged 37
		SP:Iteration 19Q (7146.540000 sec): 3 clusters
  Score: Raw -309579.508010 + Penalty 2719.976062 = -306859.531948
  nChanged 25
		SP:Iteration 20F (7146.750000 sec): 3 clusters
  Score: Raw -309584.476932 + Penalty 2719.976062 = -306864.500870
  nChanged 11
		SP:Iteration 21Q (7146.910000 sec): 3 clusters
  Score: Raw -309586.362735 + Penalty 2719.976062 = -306866.386673
  nChanged 8
		SP:Iteration 22Q (7147.090000 sec): 3 clusters
  Score: Raw -309587.768600 + Penalty 2719.976062 = -306867.792538
  nChanged 4
		SP:Iteration 23Q (7147.280000 sec): 3 clusters
  Score: Raw -309588.398937 + Penalty 2719.976062 = -306868.422876
  nChanged 3
		SP:Iteration 24Q (7147.470000 sec): 3 clusters
  Score: Raw -309589.269716 + Penalty 2719.976062 = -306869.293655
  nChanged 2
		SP:Iteration 25Q (7147.650000 sec): 3 clusters
  Score: Raw -309589.629239 + Penalty 2719.976062 = -306869.653177
  nChanged 4
		SP:Iteration 26Q (7147.840000 sec): 3 clusters
  Score: Raw -309590.010409 + Penalty 2719.976062 = -306870.034347
  nChanged 3
		SP:Iteration 27Q (7148.050000 sec): 3 clusters
  Score: Raw -309590.547104 + Penalty 2719.976062 = -306870.571042
  nChanged 4
		SP:Iteration 28Q (7148.240000 sec): 3 clusters
  Score: Raw -309593.313008 + Penalty 2719.976062 = -306873.336946
  nChanged 7
		SP:Iteration 29Q (7148.450000 sec): 3 clusters
  Score: Raw -309596.437758 + Penalty 2719.976062 = -306876.461696
  nChanged 6
		SP:Iteration 30Q (7148.680000 sec): 3 clusters
  Score: Raw -309597.546617 + Penalty 2719.976062 = -306877.570556
  nChanged 5
		SP:Iteration 31Q (7148.850000 sec): 3 clusters
  Score: Raw -309598.662553 + Penalty 2719.976062 = -306878.686492
  nChanged 7
		SP:Iteration 32Q (7149.020000 sec): 3 clusters
  Score: Raw -309600.752905 + Penalty 2719.976062 = -306880.776843
  nChanged 6
		SP:Iteration 33Q (7149.220000 sec): 3 clusters
  Score: Raw -309603.389693 + Penalty 2719.976062 = -306883.413632
  nChanged 12
		SP:Iteration 34Q (7149.410000 sec): 3 clusters
  Score: Raw -309606.854926 + Penalty 2719.976062 = -306886.878865
  nChanged 6
		SP:Iteration 35Q (7149.580000 sec): 3 clusters
  Score: Raw -309607.920694 + Penalty 2719.976062 = -306887.944632
  nChanged 6
		SP:Iteration 36Q (7149.790000 sec): 3 clusters
  Score: Raw -309608.855797 + Penalty 2719.976062 = -306888.879736
  nChanged 4
		SP:Iteration 37Q (7149.970000 sec): 3 clusters
  Score: Raw -309609.538372 + Penalty 2719.976062 = -306889.562311
  nChanged 2
		SP:Iteration 38Q (7150.160000 sec): 3 clusters
  Score: Raw -309609.890802 + Penalty 2719.976062 = -306889.914740
  nChanged 0
		SP:Iteration 39F (7150.360000 sec): 3 clusters
  Score: Raw -309609.890802 + Penalty 2719.976062 = -306889.914740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7150.460000 sec): 2 clusters
  Score: Raw -270442.674802 + Penalty 1316.029462 = -269126.645340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7150.650000 sec): 3 clusters
  Score: Raw -268923.267688 + Penalty 2632.058924 = -266291.208764
  nChanged 1213
		SP:Iteration 1F (7150.870000 sec): 3 clusters
  Score: Raw -269662.552248 + Penalty 2632.058924 = -267030.493324
  nChanged 294
		SP:Iteration 2F (7151.010000 sec): 3 clusters
  Score: Raw -269856.300988 + Penalty 2632.058924 = -267224.242064
  nChanged 192
		SP:Iteration 3F (7151.180000 sec): 3 clusters
  Score: Raw -269977.957297 + Penalty 2632.058924 = -267345.898373
  nChanged 154
		SP:Iteration 4Q (7151.320000 sec): 3 clusters
  Score: Raw -270092.011052 + Penalty 2632.058924 = -267459.952128
  nChanged 165
		SP:Iteration 5F (7151.570000 sec): 3 clusters
  Score: Raw -270211.619517 + Penalty 2632.058924 = -267579.560593
  nChanged 162
		SP:Iteration 6Q (7151.790000 sec): 3 clusters
  Score: Raw -270347.245005 + Penalty 2632.058924 = -267715.186081
  nChanged 163
		SP:Iteration 7Q (7151.950000 sec): 3 clusters
  Score: Raw -270499.795926 + Penalty 2632.058924 = -267867.737002
  nChanged 170
		SP:Iteration 8F (7152.160000 sec): 3 clusters
  Score: Raw -270655.456137 + Penalty 2632.058924 = -268023.397212
  nChanged 133
		SP:Iteration 9Q (7152.340000 sec): 3 clusters
  Score: Raw -270759.075587 + Penalty 2632.058924 = -268127.016663
  nChanged 86
		SP:Iteration 10Q (7152.550000 sec): 3 clusters
  Score: Raw -270816.481884 + Penalty 2632.058924 = -268184.422960
  nChanged 75
		SP:Iteration 11Q (7152.780000 sec): 3 clusters
  Score: Raw -270860.549322 + Penalty 2632.058924 = -268228.490397
  nChanged 59
		SP:Iteration 12Q (7152.970000 sec): 3 clusters
  Score: Raw -270892.711641 + Penalty 2632.058924 = -268260.652717
  nChanged 36
		SP:Iteration 13Q (7153.150000 sec): 3 clusters
  Score: Raw -270910.213037 + Penalty 2632.058924 = -268278.154113
  nChanged 31
		SP:Iteration 14Q (7153.340000 sec): 3 clusters
  Score: Raw -270927.881898 + Penalty 2632.058924 = -268295.822974
  nChanged 27
		SP:Iteration 15Q (7153.530000 sec): 3 clusters
  Score: Raw -270940.286421 + Penalty 2632.058924 = -268308.227497
  nChanged 24
		SP:Iteration 16Q (7153.740000 sec): 3 clusters
  Score: Raw -270950.410729 + Penalty 2632.058924 = -268318.351805
  nChanged 16
		SP:Iteration 17Q (7153.910000 sec): 3 clusters
  Score: Raw -270958.586823 + Penalty 2632.058924 = -268326.527899
  nChanged 16
		SP:Iteration 18Q (7154.110000 sec): 3 clusters
  Score: Raw -270965.025694 + Penalty 2632.058924 = -268332.966769
  nChanged 10
		SP:Iteration 19Q (7154.290000 sec): 3 clusters
  Score: Raw -270969.160914 + Penalty 2632.058924 = -268337.101990
  nChanged 6
		SP:Iteration 20F (7154.490000 sec): 3 clusters
  Score: Raw -270970.748181 + Penalty 2632.058924 = -268338.689256
  nChanged 8
		SP:Iteration 21Q (7154.650000 sec): 3 clusters
  Score: Raw -270972.759215 + Penalty 2632.058924 = -268340.700291
  nChanged 1
		SP:Iteration 22Q (7154.810000 sec): 3 clusters
  Score: Raw -270972.939544 + Penalty 2632.058924 = -268340.880620
  nChanged 1
		SP:Iteration 23Q (7154.970000 sec): 3 clusters
  Score: Raw -270973.318642 + Penalty 2632.058924 = -268341.259718
  nChanged 0
		SP:Iteration 24F (7155.090000 sec): 3 clusters
  Score: Raw -270973.318642 + Penalty 2632.058924 = -268341.259718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7155.190000 sec): 2 clusters
  Score: Raw -22576.988920 + Penalty 984.227402 = -21592.761518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7155.300000 sec): 3 clusters
  Score: Raw -22549.811792 + Penalty 1968.454804 = -20581.356988
  nChanged 101
		SP:Iteration 1F (7155.380000 sec): 3 clusters
  Score: Raw -22725.531559 + Penalty 1968.454804 = -20757.076754
  nChanged 31
		SP:Iteration 2F (7155.490000 sec): 3 clusters
  Score: Raw -22794.457316 + Penalty 1968.454804 = -20826.002512
  nChanged 21
		SP:Iteration 3Q (7155.650000 sec): 3 clusters
  Score: Raw -22832.376224 + Penalty 1968.454804 = -20863.921419
  nChanged 15
		SP:Iteration 4Q (7155.820000 sec): 3 clusters
  Score: Raw -22859.357471 + Penalty 1968.454804 = -20890.902667
  nChanged 9
		SP:Iteration 5Q (7156.000000 sec): 3 clusters
  Score: Raw -22883.416114 + Penalty 1968.454804 = -20914.961310
  nChanged 8
		SP:Iteration 6Q (7156.140000 sec): 3 clusters
  Score: Raw -22896.623737 + Penalty 1968.454804 = -20928.168933
  nChanged 5
		SP:Iteration 7Q (7156.320000 sec): 3 clusters
  Score: Raw -22905.159622 + Penalty 1968.454804 = -20936.704817
  nChanged 5
		SP:Iteration 8Q (7156.530000 sec): 3 clusters
  Score: Raw -22910.908674 + Penalty 1968.454804 = -20942.453870
  nChanged 0
		SP:Iteration 9F (7156.650000 sec): 3 clusters
  Score: Raw -22910.908674 + Penalty 1968.454804 = -20942.453870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7156.770000 sec): 2 clusters
  Score: Raw -292465.646498 + Penalty 1332.144780 = -291133.501718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7156.930000 sec): 3 clusters
  Score: Raw -290690.289082 + Penalty 2664.289560 = -288025.999522
  nChanged 1432
		SP:Iteration 1F (7157.130000 sec): 3 clusters
  Score: Raw -291533.788907 + Penalty 2664.289560 = -288869.499347
  nChanged 278
		SP:Iteration 2F (7157.330000 sec): 3 clusters
  Score: Raw -291739.629545 + Penalty 2664.289560 = -289075.339985
  nChanged 252
		SP:Iteration 3F (7157.540000 sec): 3 clusters
  Score: Raw -291939.170770 + Penalty 2664.289560 = -289274.881209
  nChanged 237
		SP:Iteration 4F (7157.730000 sec): 3 clusters
  Score: Raw -292135.724251 + Penalty 2664.289560 = -289471.434691
  nChanged 233
		SP:Iteration 5F (7157.880000 sec): 3 clusters
  Score: Raw -292349.278916 + Penalty 2664.289560 = -289684.989356
  nChanged 213
		SP:Iteration 6F (7158.060000 sec): 3 clusters
  Score: Raw -292520.164803 + Penalty 2664.289560 = -289855.875242
  nChanged 149
		SP:Iteration 7Q (7158.260000 sec): 3 clusters
  Score: Raw -292632.996601 + Penalty 2664.289560 = -289968.707041
  nChanged 113
		SP:Iteration 8Q (7158.430000 sec): 3 clusters
  Score: Raw -292726.619326 + Penalty 2664.289560 = -290062.329765
  nChanged 101
		SP:Iteration 9Q (7158.630000 sec): 3 clusters
  Score: Raw -292795.264221 + Penalty 2664.289560 = -290130.974661
  nChanged 78
		SP:Iteration 10Q (7158.830000 sec): 3 clusters
  Score: Raw -292847.126310 + Penalty 2664.289560 = -290182.836749
  nChanged 72
		SP:Iteration 11Q (7159.030000 sec): 3 clusters
  Score: Raw -292888.241490 + Penalty 2664.289560 = -290223.951930
  nChanged 66
		SP:Iteration 12Q (7159.240000 sec): 3 clusters
  Score: Raw -292920.411189 + Penalty 2664.289560 = -290256.121629
  nChanged 45
		SP:Iteration 13Q (7159.470000 sec): 3 clusters
  Score: Raw -292941.054119 + Penalty 2664.289560 = -290276.764559
  nChanged 32
		SP:Iteration 14Q (7159.630000 sec): 3 clusters
  Score: Raw -292956.873467 + Penalty 2664.289560 = -290292.583907
  nChanged 30
		SP:Iteration 15Q (7159.860000 sec): 3 clusters
  Score: Raw -292966.930918 + Penalty 2664.289560 = -290302.641358
  nChanged 19
		SP:Iteration 16Q (7160.020000 sec): 3 clusters
  Score: Raw -292972.804404 + Penalty 2664.289560 = -290308.514843
  nChanged 19
		SP:Iteration 17Q (7160.210000 sec): 3 clusters
  Score: Raw -292980.319742 + Penalty 2664.289560 = -290316.030181
  nChanged 18
		SP:Iteration 18Q (7160.370000 sec): 3 clusters
  Score: Raw -292985.096676 + Penalty 2664.289560 = -290320.807116
  nChanged 7
		SP:Iteration 19Q (7160.580000 sec): 3 clusters
  Score: Raw -292987.282510 + Penalty 2664.289560 = -290322.992949
  nChanged 5
		SP:Iteration 20F (7160.790000 sec): 3 clusters
  Score: Raw -292988.509416 + Penalty 2664.289560 = -290324.219856
  nChanged 7
		SP:Iteration 21Q (7160.950000 sec): 3 clusters
  Score: Raw -292990.633972 + Penalty 2664.289560 = -290326.344411
  nChanged 7
		SP:Iteration 22Q (7161.110000 sec): 3 clusters
  Score: Raw -292993.304596 + Penalty 2664.289560 = -290329.015035
  nChanged 5
		SP:Iteration 23Q (7161.280000 sec): 3 clusters
  Score: Raw -292994.818838 + Penalty 2664.289560 = -290330.529277
  nChanged 5
		SP:Iteration 24Q (7161.470000 sec): 3 clusters
  Score: Raw -292996.327017 + Penalty 2664.289560 = -290332.037457
  nChanged 5
		SP:Iteration 25Q (7161.690000 sec): 3 clusters
  Score: Raw -292997.395901 + Penalty 2664.289560 = -290333.106341
  nChanged 3
		SP:Iteration 26Q (7161.820000 sec): 3 clusters
  Score: Raw -292998.438325 + Penalty 2664.289560 = -290334.148765
  nChanged 5
		SP:Iteration 27Q (7161.970000 sec): 3 clusters
  Score: Raw -292999.880468 + Penalty 2664.289560 = -290335.590907
  nChanged 5
		SP:Iteration 28Q (7162.140000 sec): 3 clusters
  Score: Raw -293001.186362 + Penalty 2664.289560 = -290336.896801
  nChanged 8
		SP:Iteration 29Q (7162.350000 sec): 3 clusters
  Score: Raw -293003.168348 + Penalty 2664.289560 = -290338.878788
  nChanged 4
		SP:Iteration 30Q (7162.530000 sec): 3 clusters
  Score: Raw -293004.219744 + Penalty 2664.289560 = -290339.930184
  nChanged 4
		SP:Iteration 31Q (7162.720000 sec): 3 clusters
  Score: Raw -293004.777198 + Penalty 2664.289560 = -290340.487637
  nChanged 5
		SP:Iteration 32Q (7162.940000 sec): 3 clusters
  Score: Raw -293005.914450 + Penalty 2664.289560 = -290341.624890
  nChanged 2
		SP:Iteration 33Q (7163.100000 sec): 3 clusters
  Score: Raw -293006.363563 + Penalty 2664.289560 = -290342.074003
  nChanged 0
		SP:Iteration 34F (7163.270000 sec): 3 clusters
  Score: Raw -293006.363563 + Penalty 2664.289560 = -290342.074003
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7163.390000 sec): 2 clusters
  Score: Raw -1009858.755269 + Penalty 1529.684726 = -1008329.070543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7163.630000 sec): 3 clusters
  Score: Raw -1002778.699619 + Penalty 3059.369452 = -999719.330167
  nChanged 5362
		SP:Iteration 1F (7163.880000 sec): 3 clusters
  Score: Raw -1005650.065360 + Penalty 3059.369452 = -1002590.695908
  nChanged 684
		SP:Iteration 2F (7164.130000 sec): 3 clusters
  Score: Raw -1005902.681160 + Penalty 3059.369452 = -1002843.311708
  nChanged 552
		SP:Iteration 3Q (7164.430000 sec): 3 clusters
  Score: Raw -1006098.067522 + Penalty 3059.369452 = -1003038.698070
  nChanged 497
		SP:Iteration 4Q (7164.660000 sec): 3 clusters
  Score: Raw -1006289.836009 + Penalty 3059.369452 = -1003230.466557
  nChanged 501
		SP:Iteration 5Q (7164.880000 sec): 3 clusters
  Score: Raw -1006498.395558 + Penalty 3059.369452 = -1003439.026106
  nChanged 525
		SP:Iteration 6Q (7165.120000 sec): 3 clusters
  Score: Raw -1006770.938322 + Penalty 3059.369452 = -1003711.568870
  nChanged 640
		SP:Iteration 7F (7165.340000 sec): 3 clusters
  Score: Raw -1007183.461695 + Penalty 3059.369452 = -1004124.092243
  nChanged 735
		SP:Iteration 8F (7165.590000 sec): 3 clusters
  Score: Raw -1007711.794117 + Penalty 3059.369452 = -1004652.424665
  nChanged 752
		SP:Iteration 9F (7165.810000 sec): 3 clusters
  Score: Raw -1008318.239461 + Penalty 3059.369452 = -1005258.870009
  nChanged 647
		SP:Iteration 10F (7166.120000 sec): 3 clusters
  Score: Raw -1008886.185624 + Penalty 3059.369452 = -1005826.816172
  nChanged 496
		SP:Iteration 11Q (7166.330000 sec): 3 clusters
  Score: Raw -1009355.408072 + Penalty 3059.369452 = -1006296.038620
  nChanged 322
		SP:Iteration 12Q (7166.590000 sec): 3 clusters
  Score: Raw -1009671.045002 + Penalty 3059.369452 = -1006611.675550
  nChanged 170
		SP:Iteration 13Q (7166.820000 sec): 3 clusters
  Score: Raw -1009838.682172 + Penalty 3059.369452 = -1006779.312720
  nChanged 80
		SP:Iteration 14Q (7167.110000 sec): 3 clusters
  Score: Raw -1009933.281063 + Penalty 3059.369452 = -1006873.911611
  nChanged 31
		SP:Iteration 15Q (7167.330000 sec): 3 clusters
  Score: Raw -1009965.587618 + Penalty 3059.369452 = -1006906.218166
  nChanged 14
		SP:Iteration 16Q (7167.540000 sec): 3 clusters
  Score: Raw -1009985.173084 + Penalty 3059.369452 = -1006925.803632
  nChanged 14
		SP:Iteration 17Q (7167.730000 sec): 3 clusters
  Score: Raw -1010008.329608 + Penalty 3059.369452 = -1006948.960156
  nChanged 8
		SP:Iteration 18Q (7167.970000 sec): 3 clusters
  Score: Raw -1010021.757619 + Penalty 3059.369452 = -1006962.388167
  nChanged 7
		SP:Iteration 19Q (7168.180000 sec): 3 clusters
  Score: Raw -1010032.248071 + Penalty 3059.369452 = -1006972.878619
  nChanged 7
		SP:Iteration 20F (7168.370000 sec): 3 clusters
  Score: Raw -1010039.157453 + Penalty 3059.369452 = -1006979.788001
  nChanged 2
		SP:Iteration 21Q (7168.560000 sec): 3 clusters
  Score: Raw -1010040.704839 + Penalty 3059.369452 = -1006981.335387
  nChanged 0
		SP:Iteration 22F (7168.720000 sec): 3 clusters
  Score: Raw -1010040.704839 + Penalty 3059.369452 = -1006981.335387
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (90855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7169.250000 sec): 2 clusters
  Score: Raw -7791769.929937 + Penalty 1855.265768 = -7789914.664170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7170.050000 sec): 3 clusters
  Score: Raw -7733135.337382 + Penalty 3710.531535 = -7729424.805847
  nChanged 43239
		SP:Iteration 1F (7170.800000 sec): 3 clusters
  Score: Raw -7758561.311210 + Penalty 3710.531535 = -7754850.779675
  nChanged 3734
		SP:Iteration 2Q (7171.550000 sec): 3 clusters
  Score: Raw -7759889.542516 + Penalty 3710.531535 = -7756179.010981
  nChanged 4154
		SP:Iteration 3Q (7172.150000 sec): 3 clusters
  Score: Raw -7761502.975163 + Penalty 3710.531535 = -7757792.443628
  nChanged 4463
		SP:Iteration 4Q (7172.710000 sec): 3 clusters
  Score: Raw -7763408.037100 + Penalty 3710.531535 = -7759697.505565
  nChanged 4653
		SP:Iteration 5F (7173.280000 sec): 3 clusters
  Score: Raw -7765638.716231 + Penalty 3710.531535 = -7761928.184696
  nChanged 5105
		SP:Iteration 6F (7173.820000 sec): 3 clusters
  Score: Raw -7768473.266059 + Penalty 3710.531535 = -7764762.734524
  nChanged 5291
		SP:Iteration 7F (7174.360000 sec): 3 clusters
  Score: Raw -7772110.750770 + Penalty 3710.531535 = -7768400.219235
  nChanged 5250
		SP:Iteration 8F (7174.920000 sec): 3 clusters
  Score: Raw -7776130.009173 + Penalty 3710.531535 = -7772419.477638
  nChanged 4826
		SP:Iteration 9F (7175.450000 sec): 3 clusters
  Score: Raw -7779503.019651 + Penalty 3710.531535 = -7775792.488116
  nChanged 3766
		SP:Iteration 10Q (7176.010000 sec): 3 clusters
  Score: Raw -7781871.593004 + Penalty 3710.531535 = -7778161.061469
  nChanged 2942
		SP:Iteration 11Q (7176.620000 sec): 3 clusters
  Score: Raw -7783758.873475 + Penalty 3710.531535 = -7780048.341939
  nChanged 2617
		SP:Iteration 12Q (7177.270000 sec): 3 clusters
  Score: Raw -7785635.126650 + Penalty 3710.531535 = -7781924.595115
  nChanged 2493
		SP:Iteration 13Q (7177.870000 sec): 3 clusters
  Score: Raw -7787460.863833 + Penalty 3710.531535 = -7783750.332298
  nChanged 2195
		SP:Iteration 14Q (7178.470000 sec): 3 clusters
  Score: Raw -7788909.791598 + Penalty 3710.531535 = -7785199.260063
  nChanged 1893
		SP:Iteration 15Q (7179.050000 sec): 3 clusters
  Score: Raw -7789882.055197 + Penalty 3710.531535 = -7786171.523662
  nChanged 1482
		SP:Iteration 16Q (7179.620000 sec): 3 clusters
  Score: Raw -7790451.914942 + Penalty 3710.531535 = -7786741.383407
  nChanged 1064
		SP:Iteration 17Q (7180.260000 sec): 3 clusters
  Score: Raw -7790750.002791 + Penalty 3710.531535 = -7787039.471256
  nChanged 790
		SP:Iteration 18Q (7180.850000 sec): 3 clusters
  Score: Raw -7790898.345050 + Penalty 3710.531535 = -7787187.813514
  nChanged 529
		SP:Iteration 19Q (7181.530000 sec): 3 clusters
  Score: Raw -7790975.491888 + Penalty 3710.531535 = -7787264.960353
  nChanged 393
		SP:Iteration 20F (7182.240000 sec): 3 clusters
  Score: Raw -7791020.929647 + Penalty 3710.531535 = -7787310.398111
  nChanged 297
		SP:Iteration 21Q (7182.910000 sec): 3 clusters
  Score: Raw -7791048.474490 + Penalty 3710.531535 = -7787337.942955
  nChanged 207
		SP:Iteration 22Q (7183.470000 sec): 3 clusters
  Score: Raw -7791062.321969 + Penalty 3710.531535 = -7787351.790434
  nChanged 135
		SP:Iteration 23Q (7184.020000 sec): 3 clusters
  Score: Raw -7791069.438196 + Penalty 3710.531535 = -7787358.906661
  nChanged 107
		SP:Iteration 24Q (7184.530000 sec): 3 clusters
  Score: Raw -7791075.665846 + Penalty 3710.531535 = -7787365.134311
  nChanged 110
		SP:Iteration 25Q (7185.000000 sec): 3 clusters
  Score: Raw -7791080.788780 + Penalty 3710.531535 = -7787370.257245
  nChanged 98
		SP:Iteration 26Q (7185.490000 sec): 3 clusters
  Score: Raw -7791085.150820 + Penalty 3710.531535 = -7787374.619285
  nChanged 82
		SP:Iteration 27Q (7185.990000 sec): 3 clusters
  Score: Raw -7791088.642841 + Penalty 3710.531535 = -7787378.111306
  nChanged 73
		SP:Iteration 28Q (7186.490000 sec): 3 clusters
  Score: Raw -7791091.087535 + Penalty 3710.531535 = -7787380.556000
  nChanged 52
		SP:Iteration 29Q (7187.000000 sec): 3 clusters
  Score: Raw -7791092.380005 + Penalty 3710.531535 = -7787381.848470
  nChanged 42
		SP:Iteration 30Q (7187.520000 sec): 3 clusters
  Score: Raw -7791093.352838 + Penalty 3710.531535 = -7787382.821303
  nChanged 34
		SP:Iteration 31Q (7188.060000 sec): 3 clusters
  Score: Raw -7791094.007012 + Penalty 3710.531535 = -7787383.475477
  nChanged 20
		SP:Iteration 32Q (7188.570000 sec): 3 clusters
  Score: Raw -7791094.399691 + Penalty 3710.531535 = -7787383.868156
  nChanged 23
		SP:Iteration 33Q (7189.110000 sec): 3 clusters
  Score: Raw -7791094.729772 + Penalty 3710.531535 = -7787384.198237
  nChanged 5
		SP:Iteration 34Q (7189.670000 sec): 3 clusters
  Score: Raw -7791094.803482 + Penalty 3710.531535 = -7787384.271946
  nChanged 4
		SP:Iteration 35Q (7190.190000 sec): 3 clusters
  Score: Raw -7791094.853882 + Penalty 3710.531535 = -7787384.322347
  nChanged 2
		SP:Iteration 36Q (7190.650000 sec): 3 clusters
  Score: Raw -7791094.868646 + Penalty 3710.531535 = -7787384.337111
  nChanged 3
		SP:Iteration 37Q (7191.160000 sec): 3 clusters
  Score: Raw -7791094.913005 + Penalty 3710.531535 = -7787384.381470
  nChanged 5
		SP:Iteration 38Q (7191.700000 sec): 3 clusters
  Score: Raw -7791094.998660 + Penalty 3710.531535 = -7787384.467125
  nChanged 3
		SP:Iteration 39Q (7192.190000 sec): 3 clusters
  Score: Raw -7791095.052685 + Penalty 3710.531535 = -7787384.521149
  nChanged 6
		SP:Iteration 40F (7192.740000 sec): 3 clusters
  Score: Raw -7791095.134212 + Penalty 3710.531535 = -7787384.602677
  nChanged 3
		SP:Iteration 41Q (7193.260000 sec): 3 clusters
  Score: Raw -7791095.181950 + Penalty 3710.531535 = -7787384.650415
  nChanged 1
		SP:Iteration 42Q (7193.760000 sec): 3 clusters
  Score: Raw -7791095.193761 + Penalty 3710.531535 = -7787384.662225
  nChanged 0
		SP:Iteration 43F (7194.430000 sec): 3 clusters
  Score: Raw -7791095.193761 + Penalty 3710.531535 = -7787384.662225
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7194.510000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7194.680000 sec): 3 clusters
  Score: Raw -34135.585043 + Penalty 1965.395958 = -32170.189085
  nChanged 77
		SP:Iteration 1F (7194.790000 sec): 3 clusters
  Score: Raw -34269.742773 + Penalty 1965.395958 = -32304.346815
  nChanged 28
		SP:Iteration 2F (7194.900000 sec): 3 clusters
  Score: Raw -34336.632243 + Penalty 1965.395958 = -32371.236284
  nChanged 15
		SP:Iteration 3Q (7195.010000 sec): 3 clusters
  Score: Raw -34354.978407 + Penalty 1965.395958 = -32389.582449
  nChanged 7
		SP:Iteration 4Q (7195.120000 sec): 3 clusters
  Score: Raw -34370.549724 + Penalty 1965.395958 = -32405.153766
  nChanged 7
		SP:Iteration 5Q (7195.280000 sec): 3 clusters
  Score: Raw -34386.171252 + Penalty 1965.395958 = -32420.775294
  nChanged 11
		SP:Iteration 6Q (7195.480000 sec): 3 clusters
  Score: Raw -34406.432144 + Penalty 1965.395958 = -32441.036185
  nChanged 6
		SP:Iteration 7Q (7195.700000 sec): 3 clusters
  Score: Raw -34437.561199 + Penalty 1965.395958 = -32472.165241
  nChanged 12
		SP:Iteration 8Q (7195.840000 sec): 3 clusters
  Score: Raw -34475.035289 + Penalty 1965.395958 = -32509.639331
  nChanged 9
		SP:Iteration 9Q (7196.010000 sec): 3 clusters
  Score: Raw -34505.239935 + Penalty 1965.395958 = -32539.843977
  nChanged 6
		SP:Iteration 10Q (7196.230000 sec): 3 clusters
  Score: Raw -34533.969873 + Penalty 1965.395958 = -32568.573915
  nChanged 8
		SP:Iteration 11Q (7196.410000 sec): 3 clusters
  Score: Raw -34551.891778 + Penalty 1965.395958 = -32586.495820
  nChanged 5
		SP:Iteration 12Q (7196.560000 sec): 3 clusters
  Score: Raw -34568.394424 + Penalty 1965.395958 = -32602.998466
  nChanged 2
		SP:Iteration 13Q (7196.780000 sec): 3 clusters
  Score: Raw -34581.051940 + Penalty 1965.395958 = -32615.655982
  nChanged 2
		SP:Iteration 14Q (7196.920000 sec): 3 clusters
  Score: Raw -34586.033546 + Penalty 1965.395958 = -32620.637588
  nChanged 1
		SP:Iteration 15Q (7197.110000 sec): 3 clusters
  Score: Raw -34593.800497 + Penalty 1965.395958 = -32628.404538
  nChanged 2
		SP:Iteration 16Q (7197.260000 sec): 3 clusters
  Score: Raw -34599.559321 + Penalty 1965.395958 = -32634.163363
  nChanged 1
		SP:Iteration 17Q (7197.440000 sec): 3 clusters
  Score: Raw -34600.389969 + Penalty 1965.395958 = -32634.994011
  nChanged 0
		SP:Iteration 18F (7197.630000 sec): 3 clusters
  Score: Raw -34600.389969 + Penalty 1965.395958 = -32634.994011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7197.750000 sec): 2 clusters
  Score: Raw -258548.032832 + Penalty 1332.858871 = -257215.173961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7197.950000 sec): 3 clusters
  Score: Raw -256762.293618 + Penalty 2665.717742 = -254096.575876
  nChanged 1430
		SP:Iteration 1F (7198.130000 sec): 3 clusters
  Score: Raw -257583.052904 + Penalty 2665.717742 = -254917.335162
  nChanged 327
		SP:Iteration 2F (7198.290000 sec): 3 clusters
  Score: Raw -257852.809027 + Penalty 2665.717742 = -255187.091286
  nChanged 280
		SP:Iteration 3F (7198.470000 sec): 3 clusters
  Score: Raw -258096.591103 + Penalty 2665.717742 = -255430.873361
  nChanged 238
		SP:Iteration 4F (7198.690000 sec): 3 clusters
  Score: Raw -258321.487702 + Penalty 2665.717742 = -255655.769961
  nChanged 228
		SP:Iteration 5F (7198.860000 sec): 3 clusters
  Score: Raw -258526.256002 + Penalty 2665.717742 = -255860.538261
  nChanged 178
		SP:Iteration 6Q (7199.030000 sec): 3 clusters
  Score: Raw -258660.888876 + Penalty 2665.717742 = -255995.171134
  nChanged 131
		SP:Iteration 7Q (7199.240000 sec): 3 clusters
  Score: Raw -258776.253082 + Penalty 2665.717742 = -256110.535340
  nChanged 126
		SP:Iteration 8Q (7199.430000 sec): 3 clusters
  Score: Raw -258884.411246 + Penalty 2665.717742 = -256218.693505
  nChanged 99
		SP:Iteration 9Q (7199.600000 sec): 3 clusters
  Score: Raw -258965.540660 + Penalty 2665.717742 = -256299.822918
  nChanged 97
		SP:Iteration 10Q (7199.740000 sec): 3 clusters
  Score: Raw -259034.880541 + Penalty 2665.717742 = -256369.162799
  nChanged 95
		SP:Iteration 11Q (7199.920000 sec): 3 clusters
  Score: Raw -259096.819815 + Penalty 2665.717742 = -256431.102073
  nChanged 80
		SP:Iteration 12Q (7200.120000 sec): 3 clusters
  Score: Raw -259143.567751 + Penalty 2665.717742 = -256477.850009
  nChanged 71
		SP:Iteration 13Q (7200.320000 sec): 3 clusters
  Score: Raw -259187.392890 + Penalty 2665.717742 = -256521.675148
  nChanged 63
		SP:Iteration 14Q (7200.480000 sec): 3 clusters
  Score: Raw -259224.476210 + Penalty 2665.717742 = -256558.758468
  nChanged 58
		SP:Iteration 15Q (7200.670000 sec): 3 clusters
  Score: Raw -259264.090512 + Penalty 2665.717742 = -256598.372771
  nChanged 59
		SP:Iteration 16Q (7200.860000 sec): 3 clusters
  Score: Raw -259293.358382 + Penalty 2665.717742 = -256627.640640
  nChanged 44
		SP:Iteration 17Q (7201.070000 sec): 3 clusters
  Score: Raw -259310.173465 + Penalty 2665.717742 = -256644.455723
  nChanged 26
		SP:Iteration 18Q (7201.220000 sec): 3 clusters
  Score: Raw -259319.258321 + Penalty 2665.717742 = -256653.540579
  nChanged 16
		SP:Iteration 19Q (7201.390000 sec): 3 clusters
  Score: Raw -259324.494237 + Penalty 2665.717742 = -256658.776496
  nChanged 13
		SP:Iteration 20F (7201.600000 sec): 3 clusters
  Score: Raw -259329.330145 + Penalty 2665.717742 = -256663.612403
  nChanged 17
		SP:Iteration 21Q (7201.770000 sec): 3 clusters
  Score: Raw -259336.057744 + Penalty 2665.717742 = -256670.340002
  nChanged 19
		SP:Iteration 22Q (7201.980000 sec): 3 clusters
  Score: Raw -259341.397412 + Penalty 2665.717742 = -256675.679670
  nChanged 17
		SP:Iteration 23Q (7202.160000 sec): 3 clusters
  Score: Raw -259345.760088 + Penalty 2665.717742 = -256680.042346
  nChanged 18
		SP:Iteration 24Q (7202.290000 sec): 3 clusters
  Score: Raw -259351.508904 + Penalty 2665.717742 = -256685.791162
  nChanged 12
		SP:Iteration 25Q (7202.490000 sec): 3 clusters
  Score: Raw -259355.206649 + Penalty 2665.717742 = -256689.488907
  nChanged 9
		SP:Iteration 26Q (7202.670000 sec): 3 clusters
  Score: Raw -259357.694370 + Penalty 2665.717742 = -256691.976628
  nChanged 7
		SP:Iteration 27Q (7202.840000 sec): 3 clusters
  Score: Raw -259359.816624 + Penalty 2665.717742 = -256694.098882
  nChanged 9
		SP:Iteration 28Q (7203.030000 sec): 3 clusters
  Score: Raw -259362.075587 + Penalty 2665.717742 = -256696.357845
  nChanged 9
		SP:Iteration 29Q (7203.240000 sec): 3 clusters
  Score: Raw -259364.386694 + Penalty 2665.717742 = -256698.668952
  nChanged 9
		SP:Iteration 30Q (7203.450000 sec): 3 clusters
  Score: Raw -259366.758996 + Penalty 2665.717742 = -256701.041254
  nChanged 8
		SP:Iteration 31Q (7203.650000 sec): 3 clusters
  Score: Raw -259369.042376 + Penalty 2665.717742 = -256703.324634
  nChanged 8
		SP:Iteration 32Q (7203.850000 sec): 3 clusters
  Score: Raw -259370.352756 + Penalty 2665.717742 = -256704.635015
  nChanged 4
		SP:Iteration 33Q (7204.000000 sec): 3 clusters
  Score: Raw -259370.892780 + Penalty 2665.717742 = -256705.175038
  nChanged 1
		SP:Iteration 34Q (7204.200000 sec): 3 clusters
  Score: Raw -259371.497483 + Penalty 2665.717742 = -256705.779741
  nChanged 6
		SP:Iteration 35Q (7204.360000 sec): 3 clusters
  Score: Raw -259373.183133 + Penalty 2665.717742 = -256707.465391
  nChanged 9
		SP:Iteration 36Q (7204.550000 sec): 3 clusters
  Score: Raw -259375.922714 + Penalty 2665.717742 = -256710.204972
  nChanged 3
		SP:Iteration 37Q (7204.760000 sec): 3 clusters
  Score: Raw -259377.017279 + Penalty 2665.717742 = -256711.299537
  nChanged 4
		SP:Iteration 38Q (7204.890000 sec): 3 clusters
  Score: Raw -259377.634121 + Penalty 2665.717742 = -256711.916379
  nChanged 4
		SP:Iteration 39Q (7205.060000 sec): 3 clusters
  Score: Raw -259378.323712 + Penalty 2665.717742 = -256712.605970
  nChanged 1
		SP:Iteration 40F (7205.260000 sec): 3 clusters
  Score: Raw -259378.472505 + Penalty 2665.717742 = -256712.754763
  nChanged 3
		SP:Iteration 41Q (7205.420000 sec): 3 clusters
  Score: Raw -259378.961943 + Penalty 2665.717742 = -256713.244201
  nChanged 1
		SP:Iteration 42Q (7205.600000 sec): 3 clusters
  Score: Raw -259379.169871 + Penalty 2665.717742 = -256713.452129
  nChanged 1
		SP:Iteration 43Q (7205.780000 sec): 3 clusters
  Score: Raw -259379.589893 + Penalty 2665.717742 = -256713.872151
  nChanged 0
		SP:Iteration 44F (7206.020000 sec): 3 clusters
  Score: Raw -259379.589893 + Penalty 2665.717742 = -256713.872151
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7206.090000 sec): 2 clusters
  Score: Raw -278724.999622 + Penalty 1321.946260 = -277403.053362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7206.250000 sec): 3 clusters
  Score: Raw -277093.821746 + Penalty 2643.892520 = -274449.929225
  nChanged 1265
		SP:Iteration 1F (7206.420000 sec): 3 clusters
  Score: Raw -277761.096331 + Penalty 2643.892520 = -275117.203810
  nChanged 271
		SP:Iteration 2F (7206.610000 sec): 3 clusters
  Score: Raw -277930.678478 + Penalty 2643.892520 = -275286.785958
  nChanged 196
		SP:Iteration 3F (7206.800000 sec): 3 clusters
  Score: Raw -278043.727075 + Penalty 2643.892520 = -275399.834554
  nChanged 168
		SP:Iteration 4Q (7206.970000 sec): 3 clusters
  Score: Raw -278143.603199 + Penalty 2643.892520 = -275499.710678
  nChanged 145
		SP:Iteration 5Q (7207.170000 sec): 3 clusters
  Score: Raw -278232.395477 + Penalty 2643.892520 = -275588.502957
  nChanged 124
		SP:Iteration 6Q (7207.340000 sec): 3 clusters
  Score: Raw -278309.140592 + Penalty 2643.892520 = -275665.248072
  nChanged 108
		SP:Iteration 7Q (7207.550000 sec): 3 clusters
  Score: Raw -278380.923389 + Penalty 2643.892520 = -275737.030869
  nChanged 103
		SP:Iteration 8Q (7207.730000 sec): 3 clusters
  Score: Raw -278451.823874 + Penalty 2643.892520 = -275807.931354
  nChanged 89
		SP:Iteration 9Q (7207.910000 sec): 3 clusters
  Score: Raw -278516.712922 + Penalty 2643.892520 = -275872.820402
  nChanged 82
		SP:Iteration 10Q (7208.090000 sec): 3 clusters
  Score: Raw -278578.053017 + Penalty 2643.892520 = -275934.160496
  nChanged 64
		SP:Iteration 11Q (7208.290000 sec): 3 clusters
  Score: Raw -278621.222234 + Penalty 2643.892520 = -275977.329714
  nChanged 43
		SP:Iteration 12Q (7208.450000 sec): 3 clusters
  Score: Raw -278650.136086 + Penalty 2643.892520 = -276006.243566
  nChanged 40
		SP:Iteration 13Q (7208.640000 sec): 3 clusters
  Score: Raw -278679.170914 + Penalty 2643.892520 = -276035.278394
  nChanged 38
		SP:Iteration 14Q (7208.820000 sec): 3 clusters
  Score: Raw -278709.811067 + Penalty 2643.892520 = -276065.918547
  nChanged 41
		SP:Iteration 15Q (7209.030000 sec): 3 clusters
  Score: Raw -278737.692608 + Penalty 2643.892520 = -276093.800088
  nChanged 30
		SP:Iteration 16Q (7209.200000 sec): 3 clusters
  Score: Raw -278757.485415 + Penalty 2643.892520 = -276113.592894
  nChanged 25
		SP:Iteration 17Q (7209.380000 sec): 3 clusters
  Score: Raw -278775.157007 + Penalty 2643.892520 = -276131.264487
  nChanged 22
		SP:Iteration 18Q (7209.560000 sec): 3 clusters
  Score: Raw -278790.233828 + Penalty 2643.892520 = -276146.341308
  nChanged 19
		SP:Iteration 19Q (7209.780000 sec): 3 clusters
  Score: Raw -278805.065306 + Penalty 2643.892520 = -276161.172785
  nChanged 16
		SP:Iteration 20F (7209.940000 sec): 3 clusters
  Score: Raw -278817.400301 + Penalty 2643.892520 = -276173.507781
  nChanged 13
		SP:Iteration 21Q (7210.130000 sec): 3 clusters
  Score: Raw -278829.407607 + Penalty 2643.892520 = -276185.515087
  nChanged 10
		SP:Iteration 22Q (7210.270000 sec): 3 clusters
  Score: Raw -278839.015477 + Penalty 2643.892520 = -276195.122957
  nChanged 8
		SP:Iteration 23Q (7210.440000 sec): 3 clusters
  Score: Raw -278847.631507 + Penalty 2643.892520 = -276203.738987
  nChanged 9
		SP:Iteration 24Q (7210.670000 sec): 3 clusters
  Score: Raw -278856.069497 + Penalty 2643.892520 = -276212.176976
  nChanged 12
		SP:Iteration 25Q (7210.810000 sec): 3 clusters
  Score: Raw -278872.605972 + Penalty 2643.892520 = -276228.713452
  nChanged 13
		SP:Iteration 26Q (7211.000000 sec): 3 clusters
  Score: Raw -278885.127869 + Penalty 2643.892520 = -276241.235348
  nChanged 10
		SP:Iteration 27Q (7211.180000 sec): 3 clusters
  Score: Raw -278897.310551 + Penalty 2643.892520 = -276253.418030
  nChanged 10
		SP:Iteration 28Q (7211.340000 sec): 3 clusters
  Score: Raw -278909.764976 + Penalty 2643.892520 = -276265.872456
  nChanged 7
		SP:Iteration 29Q (7211.560000 sec): 3 clusters
  Score: Raw -278916.228891 + Penalty 2643.892520 = -276272.336370
  nChanged 6
		SP:Iteration 30Q (7211.720000 sec): 3 clusters
  Score: Raw -278922.407409 + Penalty 2643.892520 = -276278.514889
  nChanged 5
		SP:Iteration 31Q (7211.930000 sec): 3 clusters
  Score: Raw -278927.481358 + Penalty 2643.892520 = -276283.588838
  nChanged 2
		SP:Iteration 32Q (7212.120000 sec): 3 clusters
  Score: Raw -278929.753871 + Penalty 2643.892520 = -276285.861351
  nChanged 0
		SP:Iteration 33F (7212.330000 sec): 3 clusters
  Score: Raw -278929.753871 + Penalty 2643.892520 = -276285.861351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7212.390000 sec): 2 clusters
  Score: Raw -46869.691404 + Penalty 1056.703382 = -45812.988021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7212.560000 sec): 3 clusters
  Score: Raw -46762.447890 + Penalty 2113.406765 = -44649.041125
  nChanged 200
		SP:Iteration 1F (7212.760000 sec): 3 clusters
  Score: Raw -47058.004025 + Penalty 2113.406765 = -44944.597260
  nChanged 57
		SP:Iteration 2F (7212.930000 sec): 3 clusters
  Score: Raw -47193.577951 + Penalty 2113.406765 = -45080.171186
  nChanged 45
		SP:Iteration 3F (7213.120000 sec): 3 clusters
  Score: Raw -47257.448454 + Penalty 2113.406765 = -45144.041689
  nChanged 28
		SP:Iteration 4Q (7213.260000 sec): 3 clusters
  Score: Raw -47300.696800 + Penalty 2113.406765 = -45187.290035
  nChanged 18
		SP:Iteration 5Q (7213.490000 sec): 3 clusters
  Score: Raw -47328.903418 + Penalty 2113.406765 = -45215.496653
  nChanged 15
		SP:Iteration 6Q (7213.630000 sec): 3 clusters
  Score: Raw -47354.640112 + Penalty 2113.406765 = -45241.233347
  nChanged 6
		SP:Iteration 7Q (7213.830000 sec): 3 clusters
  Score: Raw -47364.390749 + Penalty 2113.406765 = -45250.983984
  nChanged 8
		SP:Iteration 8Q (7214.030000 sec): 3 clusters
  Score: Raw -47379.239753 + Penalty 2113.406765 = -45265.832988
  nChanged 11
		SP:Iteration 9Q (7214.170000 sec): 3 clusters
  Score: Raw -47403.991590 + Penalty 2113.406765 = -45290.584825
  nChanged 6
		SP:Iteration 10Q (7214.360000 sec): 3 clusters
  Score: Raw -47419.520142 + Penalty 2113.406765 = -45306.113377
  nChanged 9
		SP:Iteration 11Q (7214.520000 sec): 3 clusters
  Score: Raw -47434.363612 + Penalty 2113.406765 = -45320.956847
  nChanged 7
		SP:Iteration 12Q (7214.690000 sec): 3 clusters
  Score: Raw -47447.964711 + Penalty 2113.406765 = -45334.557946
  nChanged 2
		SP:Iteration 13Q (7214.870000 sec): 3 clusters
  Score: Raw -47452.588181 + Penalty 2113.406765 = -45339.181416
  nChanged 5
		SP:Iteration 14Q (7215.100000 sec): 3 clusters
  Score: Raw -47462.654769 + Penalty 2113.406765 = -45349.248004
  nChanged 4
		SP:Iteration 15Q (7215.260000 sec): 3 clusters
  Score: Raw -47473.085881 + Penalty 2113.406765 = -45359.679116
  nChanged 2
		SP:Iteration 16Q (7215.480000 sec): 3 clusters
  Score: Raw -47476.695142 + Penalty 2113.406765 = -45363.288377
  nChanged 3
		SP:Iteration 17Q (7215.640000 sec): 3 clusters
  Score: Raw -47481.104390 + Penalty 2113.406765 = -45367.697625
  nChanged 0
		SP:Iteration 18F (7215.830000 sec): 3 clusters
  Score: Raw -47481.104390 + Penalty 2113.406765 = -45367.697625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7215.940000 sec): 2 clusters
  Score: Raw -165581.913107 + Penalty 1249.671478 = -164332.241628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7216.130000 sec): 3 clusters
  Score: Raw -164659.113399 + Penalty 2499.342957 = -162159.770443
  nChanged 774
		SP:Iteration 1F (7216.290000 sec): 3 clusters
  Score: Raw -165234.975654 + Penalty 2499.342957 = -162735.632697
  nChanged 183
		SP:Iteration 2F (7216.470000 sec): 3 clusters
  Score: Raw -165395.335813 + Penalty 2499.342957 = -162895.992857
  nChanged 129
		SP:Iteration 3F (7216.680000 sec): 3 clusters
  Score: Raw -165517.629669 + Penalty 2499.342957 = -163018.286712
  nChanged 108
		SP:Iteration 4Q (7216.830000 sec): 3 clusters
  Score: Raw -165629.698935 + Penalty 2499.342957 = -163130.355978
  nChanged 104
		SP:Iteration 5Q (7216.980000 sec): 3 clusters
  Score: Raw -165715.922431 + Penalty 2499.342957 = -163216.579474
  nChanged 83
		SP:Iteration 6Q (7217.180000 sec): 3 clusters
  Score: Raw -165787.262157 + Penalty 2499.342957 = -163287.919200
  nChanged 62
		SP:Iteration 7Q (7217.350000 sec): 3 clusters
  Score: Raw -165838.545068 + Penalty 2499.342957 = -163339.202111
  nChanged 57
		SP:Iteration 8Q (7217.510000 sec): 3 clusters
  Score: Raw -165886.005896 + Penalty 2499.342957 = -163386.662939
  nChanged 58
		SP:Iteration 9Q (7217.720000 sec): 3 clusters
  Score: Raw -165931.295835 + Penalty 2499.342957 = -163431.952878
  nChanged 54
		SP:Iteration 10Q (7217.860000 sec): 3 clusters
  Score: Raw -165973.709864 + Penalty 2499.342957 = -163474.366907
  nChanged 29
		SP:Iteration 11Q (7218.040000 sec): 3 clusters
  Score: Raw -165991.815916 + Penalty 2499.342957 = -163492.472959
  nChanged 21
		SP:Iteration 12Q (7218.260000 sec): 3 clusters
  Score: Raw -166003.582539 + Penalty 2499.342957 = -163504.239582
  nChanged 11
		SP:Iteration 13Q (7218.400000 sec): 3 clusters
  Score: Raw -166009.431103 + Penalty 2499.342957 = -163510.088146
  nChanged 11
		SP:Iteration 14Q (7218.580000 sec): 3 clusters
  Score: Raw -166013.710903 + Penalty 2499.342957 = -163514.367946
  nChanged 10
		SP:Iteration 15Q (7218.810000 sec): 3 clusters
  Score: Raw -166019.807840 + Penalty 2499.342957 = -163520.464884
  nChanged 11
		SP:Iteration 16Q (7218.960000 sec): 3 clusters
  Score: Raw -166025.581646 + Penalty 2499.342957 = -163526.238689
  nChanged 11
		SP:Iteration 17Q (7219.160000 sec): 3 clusters
  Score: Raw -166029.853634 + Penalty 2499.342957 = -163530.510677
  nChanged 4
		SP:Iteration 18Q (7219.340000 sec): 3 clusters
  Score: Raw -166033.539070 + Penalty 2499.342957 = -163534.196113
  nChanged 4
		SP:Iteration 19Q (7219.530000 sec): 3 clusters
  Score: Raw -166035.725835 + Penalty 2499.342957 = -163536.382879
  nChanged 3
		SP:Iteration 20F (7219.750000 sec): 3 clusters
  Score: Raw -166037.026043 + Penalty 2499.342957 = -163537.683086
  nChanged 3
		SP:Iteration 21Q (7219.920000 sec): 3 clusters
  Score: Raw -166038.211819 + Penalty 2499.342957 = -163538.868862
  nChanged 3
		SP:Iteration 22Q (7220.130000 sec): 3 clusters
  Score: Raw -166039.230140 + Penalty 2499.342957 = -163539.887183
  nChanged 1
		SP:Iteration 23Q (7220.260000 sec): 3 clusters
  Score: Raw -166039.668479 + Penalty 2499.342957 = -163540.325522
  nChanged 2
		SP:Iteration 24Q (7220.470000 sec): 3 clusters
  Score: Raw -166040.781658 + Penalty 2499.342957 = -163541.438702
  nChanged 3
		SP:Iteration 25Q (7220.630000 sec): 3 clusters
  Score: Raw -166041.837122 + Penalty 2499.342957 = -163542.494165
  nChanged 0
		SP:Iteration 26F (7220.820000 sec): 3 clusters
  Score: Raw -166041.837122 + Penalty 2499.342957 = -163542.494165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7220.920000 sec): 2 clusters
  Score: Raw -12268.398407 + Penalty 863.395972 = -11405.002435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7221.090000 sec): 3 clusters
  Score: Raw -12446.651882 + Penalty 1726.791943 = -10719.859939
  nChanged 27
		SP:Iteration 1F (7221.270000 sec): 3 clusters
  Score: Raw -12537.034787 + Penalty 1726.791943 = -10810.242844
  nChanged 13
		SP:Iteration 2F (7221.470000 sec): 3 clusters
  Score: Raw -12596.417677 + Penalty 1726.791943 = -10869.625734
  nChanged 8
		SP:Iteration 3Q (7221.590000 sec): 3 clusters
  Score: Raw -12631.489904 + Penalty 1726.791943 = -10904.697961
  nChanged 6
		SP:Iteration 4Q (7221.780000 sec): 3 clusters
  Score: Raw -12657.283519 + Penalty 1726.791943 = -10930.491576
  nChanged 1
		SP:Iteration 5Q (7221.930000 sec): 3 clusters
  Score: Raw -12658.275188 + Penalty 1726.791943 = -10931.483245
  nChanged 1
		SP:Iteration 6Q (7222.120000 sec): 3 clusters
  Score: Raw -12658.886414 + Penalty 1726.791943 = -10932.094471
  nChanged 0
		SP:Iteration 7F (7222.330000 sec): 3 clusters
  Score: Raw -12658.886414 + Penalty 1726.791943 = -10932.094471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7222.410000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7222.620000 sec): 3 clusters
  Score: Raw -223709.148425 + Penalty 2572.725381 = -221136.423044
  nChanged 1005
		SP:Iteration 1F (7222.800000 sec): 3 clusters
  Score: Raw -224407.722139 + Penalty 2572.725381 = -221834.996758
  nChanged 260
		SP:Iteration 2F (7223.010000 sec): 3 clusters
  Score: Raw -224647.020611 + Penalty 2572.725381 = -222074.295229
  nChanged 194
		SP:Iteration 3F (7223.150000 sec): 3 clusters
  Score: Raw -224820.203709 + Penalty 2572.725381 = -222247.478328
  nChanged 146
		SP:Iteration 4F (7223.340000 sec): 3 clusters
  Score: Raw -224932.134562 + Penalty 2572.725381 = -222359.409181
  nChanged 101
		SP:Iteration 5Q (7223.510000 sec): 3 clusters
  Score: Raw -225008.805187 + Penalty 2572.725381 = -222436.079805
  nChanged 86
		SP:Iteration 6Q (7223.710000 sec): 3 clusters
  Score: Raw -225066.923884 + Penalty 2572.725381 = -222494.198502
  nChanged 55
		SP:Iteration 7Q (7223.930000 sec): 3 clusters
  Score: Raw -225109.636984 + Penalty 2572.725381 = -222536.911602
  nChanged 43
		SP:Iteration 8Q (7224.070000 sec): 3 clusters
  Score: Raw -225139.359222 + Penalty 2572.725381 = -222566.633841
  nChanged 26
		SP:Iteration 9Q (7224.270000 sec): 3 clusters
  Score: Raw -225151.404830 + Penalty 2572.725381 = -222578.679448
  nChanged 17
		SP:Iteration 10Q (7224.480000 sec): 3 clusters
  Score: Raw -225157.575867 + Penalty 2572.725381 = -222584.850485
  nChanged 11
		SP:Iteration 11Q (7224.660000 sec): 3 clusters
  Score: Raw -225161.291163 + Penalty 2572.725381 = -222588.565782
  nChanged 17
		SP:Iteration 12Q (7224.820000 sec): 3 clusters
  Score: Raw -225167.050890 + Penalty 2572.725381 = -222594.325508
  nChanged 8
		SP:Iteration 13Q (7224.960000 sec): 3 clusters
  Score: Raw -225170.659167 + Penalty 2572.725381 = -222597.933786
  nChanged 8
		SP:Iteration 14Q (7225.140000 sec): 3 clusters
  Score: Raw -225173.866872 + Penalty 2572.725381 = -222601.141490
  nChanged 12
		SP:Iteration 15Q (7225.320000 sec): 3 clusters
  Score: Raw -225179.892898 + Penalty 2572.725381 = -222607.167516
  nChanged 12
		SP:Iteration 16Q (7225.480000 sec): 3 clusters
  Score: Raw -225183.985942 + Penalty 2572.725381 = -222611.260560
  nChanged 6
		SP:Iteration 17Q (7225.680000 sec): 3 clusters
  Score: Raw -225186.901431 + Penalty 2572.725381 = -222614.176050
  nChanged 2
		SP:Iteration 18Q (7225.880000 sec): 3 clusters
  Score: Raw -225187.674167 + Penalty 2572.725381 = -222614.948786
  nChanged 0
		SP:Iteration 19F (7226.080000 sec): 3 clusters
  Score: Raw -225187.674167 + Penalty 2572.725381 = -222614.948786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7226.150000 sec): 2 clusters
  Score: Raw -365805.060450 + Penalty 1396.580153 = -364408.480298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7226.390000 sec): 3 clusters
  Score: Raw -362963.724182 + Penalty 2793.160305 = -360170.563876
  nChanged 2246
		SP:Iteration 1F (7226.550000 sec): 3 clusters
  Score: Raw -364630.505003 + Penalty 2793.160305 = -361837.344698
  nChanged 574
		SP:Iteration 2F (7226.770000 sec): 3 clusters
  Score: Raw -365286.887670 + Penalty 2793.160305 = -362493.727365
  nChanged 509
		SP:Iteration 3F (7226.910000 sec): 3 clusters
  Score: Raw -365905.656250 + Penalty 2793.160305 = -363112.495945
  nChanged 418
		SP:Iteration 4F (7227.130000 sec): 3 clusters
  Score: Raw -366366.364702 + Penalty 2793.160305 = -363573.204397
  nChanged 302
		SP:Iteration 5F (7227.310000 sec): 3 clusters
  Score: Raw -366619.690578 + Penalty 2793.160305 = -363826.530273
  nChanged 218
		SP:Iteration 6Q (7227.470000 sec): 3 clusters
  Score: Raw -366772.439036 + Penalty 2793.160305 = -363979.278731
  nChanged 162
		SP:Iteration 7Q (7227.690000 sec): 3 clusters
  Score: Raw -366874.707666 + Penalty 2793.160305 = -364081.547360
  nChanged 119
		SP:Iteration 8Q (7227.890000 sec): 3 clusters
  Score: Raw -366938.350120 + Penalty 2793.160305 = -364145.189815
  nChanged 76
		SP:Iteration 9Q (7228.090000 sec): 3 clusters
  Score: Raw -366972.572371 + Penalty 2793.160305 = -364179.412066
  nChanged 54
		SP:Iteration 10Q (7228.280000 sec): 3 clusters
  Score: Raw -366995.960799 + Penalty 2793.160305 = -364202.800494
  nChanged 42
		SP:Iteration 11Q (7228.450000 sec): 3 clusters
  Score: Raw -367011.525074 + Penalty 2793.160305 = -364218.364769
  nChanged 34
		SP:Iteration 12Q (7228.630000 sec): 3 clusters
  Score: Raw -367020.840480 + Penalty 2793.160305 = -364227.680174
  nChanged 27
		SP:Iteration 13Q (7228.780000 sec): 3 clusters
  Score: Raw -367026.661614 + Penalty 2793.160305 = -364233.501309
  nChanged 12
		SP:Iteration 14Q (7228.980000 sec): 3 clusters
  Score: Raw -367029.395336 + Penalty 2793.160305 = -364236.235031
  nChanged 9
		SP:Iteration 15Q (7229.130000 sec): 3 clusters
  Score: Raw -367031.873458 + Penalty 2793.160305 = -364238.713153
  nChanged 13
		SP:Iteration 16Q (7229.310000 sec): 3 clusters
  Score: Raw -367035.486344 + Penalty 2793.160305 = -364242.326038
  nChanged 9
		SP:Iteration 17Q (7229.520000 sec): 3 clusters
  Score: Raw -367037.488696 + Penalty 2793.160305 = -364244.328391
  nChanged 3
		SP:Iteration 18Q (7229.710000 sec): 3 clusters
  Score: Raw -367038.341418 + Penalty 2793.160305 = -364245.181113
  nChanged 7
		SP:Iteration 19Q (7229.900000 sec): 3 clusters
  Score: Raw -367039.454982 + Penalty 2793.160305 = -364246.294677
  nChanged 7
		SP:Iteration 20F (7230.120000 sec): 3 clusters
  Score: Raw -367041.928739 + Penalty 2793.160305 = -364248.768434
  nChanged 3
		SP:Iteration 21Q (7230.290000 sec): 3 clusters
  Score: Raw -367042.497100 + Penalty 2793.160305 = -364249.336795
  nChanged 2
		SP:Iteration 22Q (7230.500000 sec): 3 clusters
  Score: Raw -367042.879645 + Penalty 2793.160305 = -364249.719340
  nChanged 0
		SP:Iteration 23F (7230.670000 sec): 3 clusters
  Score: Raw -367042.879645 + Penalty 2793.160305 = -364249.719340
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7230.760000 sec): 2 clusters
  Score: Raw -122308.924475 + Penalty 1218.656285 = -121090.268190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7230.930000 sec): 3 clusters
  Score: Raw -121612.964476 + Penalty 2437.312569 = -119175.651906
  nChanged 653
		SP:Iteration 1F (7231.100000 sec): 3 clusters
  Score: Raw -122234.572762 + Penalty 2437.312569 = -119797.260193
  nChanged 200
		SP:Iteration 2F (7231.260000 sec): 3 clusters
  Score: Raw -122437.788780 + Penalty 2437.312569 = -120000.476211
  nChanged 101
		SP:Iteration 3F (7231.450000 sec): 3 clusters
  Score: Raw -122532.438669 + Penalty 2437.312569 = -120095.126099
  nChanged 73
		SP:Iteration 4Q (7231.630000 sec): 3 clusters
  Score: Raw -122616.620703 + Penalty 2437.312569 = -120179.308133
  nChanged 65
		SP:Iteration 5Q (7231.810000 sec): 3 clusters
  Score: Raw -122689.624907 + Penalty 2437.312569 = -120252.312338
  nChanged 52
		SP:Iteration 6Q (7232.000000 sec): 3 clusters
  Score: Raw -122726.198354 + Penalty 2437.312569 = -120288.885785
  nChanged 31
		SP:Iteration 7Q (7232.200000 sec): 3 clusters
  Score: Raw -122745.116770 + Penalty 2437.312569 = -120307.804200
  nChanged 23
		SP:Iteration 8Q (7232.370000 sec): 3 clusters
  Score: Raw -122757.487957 + Penalty 2437.312569 = -120320.175388
  nChanged 14
		SP:Iteration 9Q (7232.560000 sec): 3 clusters
  Score: Raw -122768.806496 + Penalty 2437.312569 = -120331.493927
  nChanged 15
		SP:Iteration 10Q (7232.750000 sec): 3 clusters
  Score: Raw -122778.885372 + Penalty 2437.312569 = -120341.572803
  nChanged 18
		SP:Iteration 11Q (7232.930000 sec): 3 clusters
  Score: Raw -122792.076369 + Penalty 2437.312569 = -120354.763800
  nChanged 22
		SP:Iteration 12Q (7233.110000 sec): 3 clusters
  Score: Raw -122805.379259 + Penalty 2437.312569 = -120368.066689
  nChanged 17
		SP:Iteration 13Q (7233.310000 sec): 3 clusters
  Score: Raw -122813.917590 + Penalty 2437.312569 = -120376.605021
  nChanged 11
		SP:Iteration 14Q (7233.500000 sec): 3 clusters
  Score: Raw -122820.042884 + Penalty 2437.312569 = -120382.730315
  nChanged 10
		SP:Iteration 15Q (7233.640000 sec): 3 clusters
  Score: Raw -122825.236125 + Penalty 2437.312569 = -120387.923555
  nChanged 8
		SP:Iteration 16Q (7233.810000 sec): 3 clusters
  Score: Raw -122828.891070 + Penalty 2437.312569 = -120391.578501
  nChanged 4
		SP:Iteration 17Q (7234.010000 sec): 3 clusters
  Score: Raw -122831.681057 + Penalty 2437.312569 = -120394.368488
  nChanged 8
		SP:Iteration 18Q (7234.180000 sec): 3 clusters
  Score: Raw -122836.790553 + Penalty 2437.312569 = -120399.477983
  nChanged 5
		SP:Iteration 19Q (7234.380000 sec): 3 clusters
  Score: Raw -122841.226200 + Penalty 2437.312569 = -120403.913631
  nChanged 8
		SP:Iteration 20F (7234.570000 sec): 3 clusters
  Score: Raw -122846.895735 + Penalty 2437.312569 = -120409.583166
  nChanged 3
		SP:Iteration 21Q (7234.730000 sec): 3 clusters
  Score: Raw -122847.966763 + Penalty 2437.312569 = -120410.654193
  nChanged 0
		SP:Iteration 22F (7234.910000 sec): 3 clusters
  Score: Raw -122847.966763 + Penalty 2437.312569 = -120410.654193
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7235.010000 sec): 2 clusters
  Score: Raw -111375.465385 + Penalty 1176.954662 = -110198.510722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7235.190000 sec): 3 clusters
  Score: Raw -110851.974687 + Penalty 2353.909325 = -108498.065362
  nChanged 477
		SP:Iteration 1F (7235.400000 sec): 3 clusters
  Score: Raw -111197.887998 + Penalty 2353.909325 = -108843.978673
  nChanged 121
		SP:Iteration 2F (7235.590000 sec): 3 clusters
  Score: Raw -111325.073464 + Penalty 2353.909325 = -108971.164139
  nChanged 78
		SP:Iteration 3F (7235.780000 sec): 3 clusters
  Score: Raw -111415.893927 + Penalty 2353.909325 = -109061.984602
  nChanged 67
		SP:Iteration 4Q (7235.960000 sec): 3 clusters
  Score: Raw -111474.210578 + Penalty 2353.909325 = -109120.301253
  nChanged 35
		SP:Iteration 5Q (7236.140000 sec): 3 clusters
  Score: Raw -111507.807128 + Penalty 2353.909325 = -109153.897803
  nChanged 36
		SP:Iteration 6Q (7236.330000 sec): 3 clusters
  Score: Raw -111543.255021 + Penalty 2353.909325 = -109189.345696
  nChanged 36
		SP:Iteration 7Q (7236.500000 sec): 3 clusters
  Score: Raw -111579.819244 + Penalty 2353.909325 = -109225.909919
  nChanged 26
		SP:Iteration 8Q (7236.690000 sec): 3 clusters
  Score: Raw -111603.681536 + Penalty 2353.909325 = -109249.772211
  nChanged 23
		SP:Iteration 9Q (7236.880000 sec): 3 clusters
  Score: Raw -111627.831479 + Penalty 2353.909325 = -109273.922154
  nChanged 19
		SP:Iteration 10Q (7237.050000 sec): 3 clusters
  Score: Raw -111648.863341 + Penalty 2353.909325 = -109294.954016
  nChanged 21
		SP:Iteration 11Q (7237.230000 sec): 3 clusters
  Score: Raw -111666.869162 + Penalty 2353.909325 = -109312.959837
  nChanged 16
		SP:Iteration 12Q (7237.390000 sec): 3 clusters
  Score: Raw -111684.118825 + Penalty 2353.909325 = -109330.209500
  nChanged 13
		SP:Iteration 13Q (7237.560000 sec): 3 clusters
  Score: Raw -111696.202441 + Penalty 2353.909325 = -109342.293116
  nChanged 10
		SP:Iteration 14Q (7237.750000 sec): 3 clusters
  Score: Raw -111707.924008 + Penalty 2353.909325 = -109354.014683
  nChanged 10
		SP:Iteration 15Q (7237.930000 sec): 3 clusters
  Score: Raw -111720.686696 + Penalty 2353.909325 = -109366.777372
  nChanged 11
		SP:Iteration 16Q (7238.130000 sec): 3 clusters
  Score: Raw -111733.159034 + Penalty 2353.909325 = -109379.249709
  nChanged 12
		SP:Iteration 17Q (7238.280000 sec): 3 clusters
  Score: Raw -111744.259585 + Penalty 2353.909325 = -109390.350260
  nChanged 6
		SP:Iteration 18Q (7238.470000 sec): 3 clusters
  Score: Raw -111749.339375 + Penalty 2353.909325 = -109395.430050
  nChanged 3
		SP:Iteration 19Q (7238.660000 sec): 3 clusters
  Score: Raw -111751.385717 + Penalty 2353.909325 = -109397.476392
  nChanged 3
		SP:Iteration 20F (7238.840000 sec): 3 clusters
  Score: Raw -111753.003006 + Penalty 2353.909325 = -109399.093681
  nChanged 2
		SP:Iteration 21Q (7239.030000 sec): 3 clusters
  Score: Raw -111755.402993 + Penalty 2353.909325 = -109401.493668
  nChanged 4
		SP:Iteration 22Q (7239.240000 sec): 3 clusters
  Score: Raw -111760.357229 + Penalty 2353.909325 = -109406.447904
  nChanged 6
		SP:Iteration 23Q (7239.400000 sec): 3 clusters
  Score: Raw -111766.052222 + Penalty 2353.909325 = -109412.142897
  nChanged 3
		SP:Iteration 24Q (7239.580000 sec): 3 clusters
  Score: Raw -111767.548224 + Penalty 2353.909325 = -109413.638900
  nChanged 4
		SP:Iteration 25Q (7239.760000 sec): 3 clusters
  Score: Raw -111769.192954 + Penalty 2353.909325 = -109415.283629
  nChanged 1
		SP:Iteration 26Q (7239.960000 sec): 3 clusters
  Score: Raw -111769.587177 + Penalty 2353.909325 = -109415.677852
  nChanged 3
		SP:Iteration 27Q (7240.120000 sec): 3 clusters
  Score: Raw -111771.075179 + Penalty 2353.909325 = -109417.165854
  nChanged 2
		SP:Iteration 28Q (7240.280000 sec): 3 clusters
  Score: Raw -111771.843727 + Penalty 2353.909325 = -109417.934402
  nChanged 1
		SP:Iteration 29Q (7240.480000 sec): 3 clusters
  Score: Raw -111772.160975 + Penalty 2353.909325 = -109418.251650
  nChanged 2
		SP:Iteration 30Q (7240.630000 sec): 3 clusters
  Score: Raw -111773.858694 + Penalty 2353.909325 = -109419.949369
  nChanged 1
		SP:Iteration 31Q (7240.800000 sec): 3 clusters
  Score: Raw -111774.318868 + Penalty 2353.909325 = -109420.409543
  nChanged 0
		SP:Iteration 32F (7241.000000 sec): 3 clusters
  Score: Raw -111774.318868 + Penalty 2353.909325 = -109420.409543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7241.090000 sec): 2 clusters
  Score: Raw -119721.249090 + Penalty 1185.887346 = -118535.361744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7241.260000 sec): 3 clusters
  Score: Raw -119148.397814 + Penalty 2371.774692 = -116776.623122
  nChanged 493
		SP:Iteration 1F (7241.460000 sec): 3 clusters
  Score: Raw -119568.617478 + Penalty 2371.774692 = -117196.842786
  nChanged 134
		SP:Iteration 2F (7241.600000 sec): 3 clusters
  Score: Raw -119778.623984 + Penalty 2371.774692 = -117406.849292
  nChanged 115
		SP:Iteration 3F (7241.800000 sec): 3 clusters
  Score: Raw -119921.321820 + Penalty 2371.774692 = -117549.547128
  nChanged 92
		SP:Iteration 4F (7241.960000 sec): 3 clusters
  Score: Raw -120014.900440 + Penalty 2371.774692 = -117643.125748
  nChanged 60
		SP:Iteration 5Q (7242.140000 sec): 3 clusters
  Score: Raw -120079.140915 + Penalty 2371.774692 = -117707.366223
  nChanged 40
		SP:Iteration 6Q (7242.370000 sec): 3 clusters
  Score: Raw -120121.844754 + Penalty 2371.774692 = -117750.070063
  nChanged 31
		SP:Iteration 7Q (7242.540000 sec): 3 clusters
  Score: Raw -120146.267445 + Penalty 2371.774692 = -117774.492754
  nChanged 19
		SP:Iteration 8Q (7242.710000 sec): 3 clusters
  Score: Raw -120159.645784 + Penalty 2371.774692 = -117787.871093
  nChanged 12
		SP:Iteration 9Q (7242.950000 sec): 3 clusters
  Score: Raw -120167.839670 + Penalty 2371.774692 = -117796.064978
  nChanged 13
		SP:Iteration 10Q (7243.100000 sec): 3 clusters
  Score: Raw -120175.796882 + Penalty 2371.774692 = -117804.022190
  nChanged 10
		SP:Iteration 11Q (7243.270000 sec): 3 clusters
  Score: Raw -120181.553347 + Penalty 2371.774692 = -117809.778655
  nChanged 5
		SP:Iteration 12Q (7243.480000 sec): 3 clusters
  Score: Raw -120184.164999 + Penalty 2371.774692 = -117812.390307
  nChanged 5
		SP:Iteration 13Q (7243.640000 sec): 3 clusters
  Score: Raw -120187.895248 + Penalty 2371.774692 = -117816.120557
  nChanged 2
		SP:Iteration 14Q (7243.820000 sec): 3 clusters
  Score: Raw -120189.682668 + Penalty 2371.774692 = -117817.907976
  nChanged 5
		SP:Iteration 15Q (7244.020000 sec): 3 clusters
  Score: Raw -120193.108456 + Penalty 2371.774692 = -117821.333764
  nChanged 4
		SP:Iteration 16Q (7244.200000 sec): 3 clusters
  Score: Raw -120195.627224 + Penalty 2371.774692 = -117823.852532
  nChanged 4
		SP:Iteration 17Q (7244.380000 sec): 3 clusters
  Score: Raw -120198.563468 + Penalty 2371.774692 = -117826.788776
  nChanged 7
		SP:Iteration 18Q (7244.560000 sec): 3 clusters
  Score: Raw -120204.563311 + Penalty 2371.774692 = -117832.788619
  nChanged 6
		SP:Iteration 19Q (7244.740000 sec): 3 clusters
  Score: Raw -120208.900710 + Penalty 2371.774692 = -117837.126018
  nChanged 7
		SP:Iteration 20F (7244.920000 sec): 3 clusters
  Score: Raw -120213.590570 + Penalty 2371.774692 = -117841.815878
  nChanged 3
		SP:Iteration 21Q (7245.110000 sec): 3 clusters
  Score: Raw -120215.363505 + Penalty 2371.774692 = -117843.588814
  nChanged 2
		SP:Iteration 22Q (7245.290000 sec): 3 clusters
  Score: Raw -120216.819905 + Penalty 2371.774692 = -117845.045214
  nChanged 2
		SP:Iteration 23Q (7245.480000 sec): 3 clusters
  Score: Raw -120218.138518 + Penalty 2371.774692 = -117846.363826
  nChanged 3
		SP:Iteration 24Q (7245.660000 sec): 3 clusters
  Score: Raw -120219.928932 + Penalty 2371.774692 = -117848.154241
  nChanged 3
		SP:Iteration 25Q (7245.820000 sec): 3 clusters
  Score: Raw -120221.880543 + Penalty 2371.774692 = -117850.105852
  nChanged 3
		SP:Iteration 26Q (7245.980000 sec): 3 clusters
  Score: Raw -120223.307752 + Penalty 2371.774692 = -117851.533060
  nChanged 3
		SP:Iteration 27Q (7246.140000 sec): 3 clusters
  Score: Raw -120224.921667 + Penalty 2371.774692 = -117853.146975
  nChanged 5
		SP:Iteration 28Q (7246.350000 sec): 3 clusters
  Score: Raw -120228.350682 + Penalty 2371.774692 = -117856.575990
  nChanged 4
		SP:Iteration 29Q (7246.510000 sec): 3 clusters
  Score: Raw -120230.558212 + Penalty 2371.774692 = -117858.783520
  nChanged 4
		SP:Iteration 30Q (7246.710000 sec): 3 clusters
  Score: Raw -120232.980442 + Penalty 2371.774692 = -117861.205750
  nChanged 4
		SP:Iteration 31Q (7246.850000 sec): 3 clusters
  Score: Raw -120239.155970 + Penalty 2371.774692 = -117867.381278
  nChanged 5
		SP:Iteration 32Q (7247.050000 sec): 3 clusters
  Score: Raw -120243.973237 + Penalty 2371.774692 = -117872.198545
  nChanged 4
		SP:Iteration 33Q (7247.210000 sec): 3 clusters
  Score: Raw -120245.693174 + Penalty 2371.774692 = -117873.918482
  nChanged 4
		SP:Iteration 34Q (7247.430000 sec): 3 clusters
  Score: Raw -120248.446492 + Penalty 2371.774692 = -117876.671800
  nChanged 3
		SP:Iteration 35Q (7247.620000 sec): 3 clusters
  Score: Raw -120250.788212 + Penalty 2371.774692 = -117879.013521
  nChanged 4
		SP:Iteration 36Q (7247.780000 sec): 3 clusters
  Score: Raw -120254.669519 + Penalty 2371.774692 = -117882.894827
  nChanged 4
		SP:Iteration 37Q (7247.940000 sec): 3 clusters
  Score: Raw -120256.473177 + Penalty 2371.774692 = -117884.698485
  nChanged 1
		SP:Iteration 38Q (7248.100000 sec): 3 clusters
  Score: Raw -120257.054996 + Penalty 2371.774692 = -117885.280305
  nChanged 2
		SP:Iteration 39Q (7248.260000 sec): 3 clusters
  Score: Raw -120258.198003 + Penalty 2371.774692 = -117886.423311
  nChanged 2
		SP:Iteration 40F (7248.460000 sec): 3 clusters
  Score: Raw -120259.115214 + Penalty 2371.774692 = -117887.340522
  nChanged 3
		SP:Iteration 41Q (7248.590000 sec): 3 clusters
  Score: Raw -120260.891162 + Penalty 2371.774692 = -117889.116470
  nChanged 4
		SP:Iteration 42Q (7248.750000 sec): 3 clusters
  Score: Raw -120263.019002 + Penalty 2371.774692 = -117891.244310
  nChanged 3
		SP:Iteration 43Q (7248.890000 sec): 3 clusters
  Score: Raw -120264.197129 + Penalty 2371.774692 = -117892.422437
  nChanged 2
		SP:Iteration 44Q (7249.080000 sec): 3 clusters
  Score: Raw -120265.081021 + Penalty 2371.774692 = -117893.306329
  nChanged 3
		SP:Iteration 45Q (7249.260000 sec): 3 clusters
  Score: Raw -120266.416449 + Penalty 2371.774692 = -117894.641757
  nChanged 0
		SP:Iteration 46F (7249.420000 sec): 3 clusters
  Score: Raw -120266.416449 + Penalty 2371.774692 = -117894.641757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7249.510000 sec): 2 clusters
  Score: Raw -163868.056541 + Penalty 1240.815365 = -162627.241176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7249.690000 sec): 3 clusters
  Score: Raw -163034.340685 + Penalty 2481.630730 = -160552.709955
  nChanged 715
		SP:Iteration 1F (7249.880000 sec): 3 clusters
  Score: Raw -163599.629732 + Penalty 2481.630730 = -161117.999002
  nChanged 214
		SP:Iteration 2F (7250.000000 sec): 3 clusters
  Score: Raw -163851.152574 + Penalty 2481.630730 = -161369.521844
  nChanged 167
		SP:Iteration 3F (7250.220000 sec): 3 clusters
  Score: Raw -164040.796409 + Penalty 2481.630730 = -161559.165679
  nChanged 128
		SP:Iteration 4F (7250.400000 sec): 3 clusters
  Score: Raw -164207.407142 + Penalty 2481.630730 = -161725.776412
  nChanged 108
		SP:Iteration 5F (7250.550000 sec): 3 clusters
  Score: Raw -164326.426981 + Penalty 2481.630730 = -161844.796251
  nChanged 70
		SP:Iteration 6Q (7250.690000 sec): 3 clusters
  Score: Raw -164403.037698 + Penalty 2481.630730 = -161921.406968
  nChanged 48
		SP:Iteration 7Q (7250.870000 sec): 3 clusters
  Score: Raw -164449.410357 + Penalty 2481.630730 = -161967.779628
  nChanged 32
		SP:Iteration 8Q (7251.080000 sec): 3 clusters
  Score: Raw -164474.225568 + Penalty 2481.630730 = -161992.594838
  nChanged 22
		SP:Iteration 9Q (7251.280000 sec): 3 clusters
  Score: Raw -164495.408574 + Penalty 2481.630730 = -162013.777844
  nChanged 18
		SP:Iteration 10Q (7251.460000 sec): 3 clusters
  Score: Raw -164512.133096 + Penalty 2481.630730 = -162030.502366
  nChanged 17
		SP:Iteration 11Q (7251.640000 sec): 3 clusters
  Score: Raw -164523.829366 + Penalty 2481.630730 = -162042.198636
  nChanged 13
		SP:Iteration 12Q (7251.820000 sec): 3 clusters
  Score: Raw -164530.926204 + Penalty 2481.630730 = -162049.295474
  nChanged 10
		SP:Iteration 13Q (7252.000000 sec): 3 clusters
  Score: Raw -164538.860507 + Penalty 2481.630730 = -162057.229777
  nChanged 10
		SP:Iteration 14Q (7252.190000 sec): 3 clusters
  Score: Raw -164545.444851 + Penalty 2481.630730 = -162063.814121
  nChanged 7
		SP:Iteration 15Q (7252.370000 sec): 3 clusters
  Score: Raw -164551.166186 + Penalty 2481.630730 = -162069.535456
  nChanged 4
		SP:Iteration 16Q (7252.560000 sec): 3 clusters
  Score: Raw -164553.203921 + Penalty 2481.630730 = -162071.573191
  nChanged 2
		SP:Iteration 17Q (7252.750000 sec): 3 clusters
  Score: Raw -164554.311210 + Penalty 2481.630730 = -162072.680480
  nChanged 1
		SP:Iteration 18Q (7252.980000 sec): 3 clusters
  Score: Raw -164554.429114 + Penalty 2481.630730 = -162072.798384
  nChanged 0
		SP:Iteration 19F (7253.100000 sec): 3 clusters
  Score: Raw -164554.429114 + Penalty 2481.630730 = -162072.798384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7253.210000 sec): 2 clusters
  Score: Raw -87300.213748 + Penalty 1156.282096 = -86143.931652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7253.390000 sec): 3 clusters
  Score: Raw -86909.546775 + Penalty 2312.564191 = -84596.982584
  nChanged 395
		SP:Iteration 1F (7253.570000 sec): 3 clusters
  Score: Raw -87317.745659 + Penalty 2312.564191 = -85005.181468
  nChanged 121
		SP:Iteration 2F (7253.760000 sec): 3 clusters
  Score: Raw -87491.393740 + Penalty 2312.564191 = -85178.829549
  nChanged 72
		SP:Iteration 3F (7253.910000 sec): 3 clusters
  Score: Raw -87568.565613 + Penalty 2312.564191 = -85256.001422
  nChanged 42
		SP:Iteration 4Q (7254.100000 sec): 3 clusters
  Score: Raw -87616.168153 + Penalty 2312.564191 = -85303.603962
  nChanged 28
		SP:Iteration 5Q (7254.260000 sec): 3 clusters
  Score: Raw -87651.440676 + Penalty 2312.564191 = -85338.876485
  nChanged 23
		SP:Iteration 6Q (7254.440000 sec): 3 clusters
  Score: Raw -87671.213814 + Penalty 2312.564191 = -85358.649623
  nChanged 11
		SP:Iteration 7Q (7254.660000 sec): 3 clusters
  Score: Raw -87681.624535 + Penalty 2312.564191 = -85369.060344
  nChanged 13
		SP:Iteration 8Q (7254.840000 sec): 3 clusters
  Score: Raw -87691.280279 + Penalty 2312.564191 = -85378.716088
  nChanged 8
		SP:Iteration 9Q (7254.980000 sec): 3 clusters
  Score: Raw -87697.960215 + Penalty 2312.564191 = -85385.396024
  nChanged 12
		SP:Iteration 10Q (7255.150000 sec): 3 clusters
  Score: Raw -87713.385026 + Penalty 2312.564191 = -85400.820835
  nChanged 10
		SP:Iteration 11Q (7255.320000 sec): 3 clusters
  Score: Raw -87721.964854 + Penalty 2312.564191 = -85409.400663
  nChanged 12
		SP:Iteration 12Q (7255.500000 sec): 3 clusters
  Score: Raw -87732.746079 + Penalty 2312.564191 = -85420.181888
  nChanged 7
		SP:Iteration 13Q (7255.720000 sec): 3 clusters
  Score: Raw -87740.232371 + Penalty 2312.564191 = -85427.668180
  nChanged 11
		SP:Iteration 14Q (7255.900000 sec): 3 clusters
  Score: Raw -87748.697837 + Penalty 2312.564191 = -85436.133646
  nChanged 11
		SP:Iteration 15Q (7256.040000 sec): 3 clusters
  Score: Raw -87757.849452 + Penalty 2312.564191 = -85445.285261
  nChanged 9
		SP:Iteration 16Q (7256.230000 sec): 3 clusters
  Score: Raw -87768.342900 + Penalty 2312.564191 = -85455.778709
  nChanged 12
		SP:Iteration 17Q (7256.450000 sec): 3 clusters
  Score: Raw -87781.936268 + Penalty 2312.564191 = -85469.372077
  nChanged 15
		SP:Iteration 18Q (7256.600000 sec): 3 clusters
  Score: Raw -87794.513243 + Penalty 2312.564191 = -85481.949052
  nChanged 11
		SP:Iteration 19Q (7256.790000 sec): 3 clusters
  Score: Raw -87801.473342 + Penalty 2312.564191 = -85488.909151
  nChanged 10
		SP:Iteration 20F (7256.960000 sec): 3 clusters
  Score: Raw -87810.243024 + Penalty 2312.564191 = -85497.678833
  nChanged 6
		SP:Iteration 21Q (7257.140000 sec): 3 clusters
  Score: Raw -87816.224615 + Penalty 2312.564191 = -85503.660424
  nChanged 3
		SP:Iteration 22Q (7257.310000 sec): 3 clusters
  Score: Raw -87823.254423 + Penalty 2312.564191 = -85510.690232
  nChanged 9
		SP:Iteration 23Q (7257.520000 sec): 3 clusters
  Score: Raw -87830.835002 + Penalty 2312.564191 = -85518.270811
  nChanged 4
		SP:Iteration 24Q (7257.660000 sec): 3 clusters
  Score: Raw -87833.606033 + Penalty 2312.564191 = -85521.041842
  nChanged 6
		SP:Iteration 25Q (7257.870000 sec): 3 clusters
  Score: Raw -87838.325969 + Penalty 2312.564191 = -85525.761778
  nChanged 3
		SP:Iteration 26Q (7258.070000 sec): 3 clusters
  Score: Raw -87841.675530 + Penalty 2312.564191 = -85529.111339
  nChanged 2
		SP:Iteration 27Q (7258.240000 sec): 3 clusters
  Score: Raw -87844.188944 + Penalty 2312.564191 = -85531.624753
  nChanged 2
		SP:Iteration 28Q (7258.410000 sec): 3 clusters
  Score: Raw -87845.916090 + Penalty 2312.564191 = -85533.351899
  nChanged 1
		SP:Iteration 29Q (7258.560000 sec): 3 clusters
  Score: Raw -87846.191159 + Penalty 2312.564191 = -85533.626968
  nChanged 1
		SP:Iteration 30Q (7258.760000 sec): 3 clusters
  Score: Raw -87847.215085 + Penalty 2312.564191 = -85534.650893
  nChanged 2
		SP:Iteration 31Q (7258.920000 sec): 3 clusters
  Score: Raw -87848.402106 + Penalty 2312.564191 = -85535.837915
  nChanged 2
		SP:Iteration 32Q (7259.070000 sec): 3 clusters
  Score: Raw -87849.235725 + Penalty 2312.564191 = -85536.671534
  nChanged 1
		SP:Iteration 33Q (7259.280000 sec): 3 clusters
  Score: Raw -87849.434722 + Penalty 2312.564191 = -85536.870531
  nChanged 0
		SP:Iteration 34F (7259.450000 sec): 3 clusters
  Score: Raw -87849.434722 + Penalty 2312.564191 = -85536.870531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7259.570000 sec): 2 clusters
  Score: Raw -183955.300636 + Penalty 1245.227401 = -182710.073235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7259.740000 sec): 3 clusters
  Score: Raw -183068.883166 + Penalty 2490.454801 = -180578.428364
  nChanged 758
		SP:Iteration 1F (7259.940000 sec): 3 clusters
  Score: Raw -183543.257947 + Penalty 2490.454801 = -181052.803146
  nChanged 160
		SP:Iteration 2F (7260.100000 sec): 3 clusters
  Score: Raw -183660.078482 + Penalty 2490.454801 = -181169.623680
  nChanged 85
		SP:Iteration 3Q (7260.270000 sec): 3 clusters
  Score: Raw -183723.128054 + Penalty 2490.454801 = -181232.673253
  nChanged 62
		SP:Iteration 4Q (7260.450000 sec): 3 clusters
  Score: Raw -183768.785140 + Penalty 2490.454801 = -181278.330339
  nChanged 53
		SP:Iteration 5Q (7260.630000 sec): 3 clusters
  Score: Raw -183805.178428 + Penalty 2490.454801 = -181314.723626
  nChanged 37
		SP:Iteration 6Q (7260.810000 sec): 3 clusters
  Score: Raw -183826.251593 + Penalty 2490.454801 = -181335.796791
  nChanged 25
		SP:Iteration 7Q (7261.000000 sec): 3 clusters
  Score: Raw -183844.233421 + Penalty 2490.454801 = -181353.778620
  nChanged 24
		SP:Iteration 8Q (7261.180000 sec): 3 clusters
  Score: Raw -183864.228860 + Penalty 2490.454801 = -181373.774058
  nChanged 25
		SP:Iteration 9Q (7261.360000 sec): 3 clusters
  Score: Raw -183883.759162 + Penalty 2490.454801 = -181393.304361
  nChanged 31
		SP:Iteration 10Q (7261.560000 sec): 3 clusters
  Score: Raw -183907.729860 + Penalty 2490.454801 = -181417.275059
  nChanged 31
		SP:Iteration 11Q (7261.710000 sec): 3 clusters
  Score: Raw -183926.353147 + Penalty 2490.454801 = -181435.898346
  nChanged 38
		SP:Iteration 12Q (7261.940000 sec): 3 clusters
  Score: Raw -183952.989262 + Penalty 2490.454801 = -181462.534461
  nChanged 36
		SP:Iteration 13Q (7262.180000 sec): 3 clusters
  Score: Raw -183990.005311 + Penalty 2490.454801 = -181499.550510
  nChanged 46
		SP:Iteration 14Q (7262.440000 sec): 3 clusters
  Score: Raw -184030.460717 + Penalty 2490.454801 = -181540.005916
  nChanged 50
		SP:Iteration 15Q (7262.670000 sec): 3 clusters
  Score: Raw -184080.637683 + Penalty 2490.454801 = -181590.182882
  nChanged 63
		SP:Iteration 16Q (7262.850000 sec): 3 clusters
  Score: Raw -184136.176632 + Penalty 2490.454801 = -181645.721831
  nChanged 67
		SP:Iteration 17Q (7263.070000 sec): 3 clusters
  Score: Raw -184198.317845 + Penalty 2490.454801 = -181707.863044
  nChanged 68
		SP:Iteration 18Q (7263.270000 sec): 3 clusters
  Score: Raw -184261.006627 + Penalty 2490.454801 = -181770.551825
  nChanged 79
		SP:Iteration 19Q (7263.450000 sec): 3 clusters
  Score: Raw -184345.118237 + Penalty 2490.454801 = -181854.663436
  nChanged 83
		SP:Iteration 20F (7263.660000 sec): 3 clusters
  Score: Raw -184448.413231 + Penalty 2490.454801 = -181957.958429
  nChanged 81
		SP:Iteration 21Q (7263.860000 sec): 3 clusters
  Score: Raw -184544.929864 + Penalty 2490.454801 = -182054.475062
  nChanged 89
		SP:Iteration 22Q (7264.030000 sec): 3 clusters
  Score: Raw -184633.058741 + Penalty 2490.454801 = -182142.603939
  nChanged 63
		SP:Iteration 23Q (7264.250000 sec): 3 clusters
  Score: Raw -184685.371974 + Penalty 2490.454801 = -182194.917172
  nChanged 52
		SP:Iteration 24Q (7264.420000 sec): 3 clusters
  Score: Raw -184734.180554 + Penalty 2490.454801 = -182243.725753
  nChanged 41
		SP:Iteration 25Q (7264.640000 sec): 3 clusters
  Score: Raw -184769.952160 + Penalty 2490.454801 = -182279.497358
  nChanged 38
		SP:Iteration 26Q (7264.790000 sec): 3 clusters
  Score: Raw -184797.564388 + Penalty 2490.454801 = -182307.109587
  nChanged 23
		SP:Iteration 27Q (7264.980000 sec): 3 clusters
  Score: Raw -184812.351417 + Penalty 2490.454801 = -182321.896616
  nChanged 20
		SP:Iteration 28Q (7265.130000 sec): 3 clusters
  Score: Raw -184822.469919 + Penalty 2490.454801 = -182332.015118
  nChanged 10
		SP:Iteration 29Q (7265.300000 sec): 3 clusters
  Score: Raw -184826.935666 + Penalty 2490.454801 = -182336.480865
  nChanged 5
		SP:Iteration 30Q (7265.490000 sec): 3 clusters
  Score: Raw -184828.759702 + Penalty 2490.454801 = -182338.304900
  nChanged 1
		SP:Iteration 31Q (7265.710000 sec): 3 clusters
  Score: Raw -184829.281367 + Penalty 2490.454801 = -182338.826565
  nChanged 3
		SP:Iteration 32Q (7265.890000 sec): 3 clusters
  Score: Raw -184830.147867 + Penalty 2490.454801 = -182339.693066
  nChanged 1
		SP:Iteration 33Q (7266.030000 sec): 3 clusters
  Score: Raw -184830.446797 + Penalty 2490.454801 = -182339.991995
  nChanged 0
		SP:Iteration 34F (7266.250000 sec): 3 clusters
  Score: Raw -184830.446797 + Penalty 2490.454801 = -182339.991995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7266.320000 sec): 2 clusters
  Score: Raw -9150.293232 + Penalty 810.945295 = -8339.347937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7266.480000 sec): 3 clusters
  Score: Raw -9360.654042 + Penalty 1621.890591 = -7738.763451
  nChanged 22
		SP:Iteration 1F (7266.670000 sec): 3 clusters
  Score: Raw -9450.093206 + Penalty 1621.890591 = -7828.202615
  nChanged 4
		SP:Iteration 2Q (7266.830000 sec): 3 clusters
  Score: Raw -9462.197834 + Penalty 1621.890591 = -7840.307244
  nChanged 4
		SP:Iteration 3Q (7267.050000 sec): 3 clusters
  Score: Raw -9496.620392 + Penalty 1621.890591 = -7874.729801
  nChanged 2
		SP:Iteration 4Q (7267.230000 sec): 3 clusters
  Score: Raw -9500.311550 + Penalty 1621.890591 = -7878.420959
  nChanged 1
		SP:Iteration 5Q (7267.420000 sec): 3 clusters
  Score: Raw -9502.118125 + Penalty 1621.890591 = -7880.227534
  nChanged 1
		SP:Iteration 6Q (7267.590000 sec): 3 clusters
  Score: Raw -9504.656220 + Penalty 1621.890591 = -7882.765630
  nChanged 0
		SP:Iteration 7F (7267.770000 sec): 3 clusters
  Score: Raw -9504.656220 + Penalty 1621.890591 = -7882.765630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7267.860000 sec): 2 clusters
  Score: Raw -179599.520797 + Penalty 1251.738748 = -178347.782049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7268.030000 sec): 3 clusters
  Score: Raw -178674.103354 + Penalty 2503.477497 = -176170.625857
  nChanged 758
		SP:Iteration 1F (7268.210000 sec): 3 clusters
  Score: Raw -179130.131283 + Penalty 2503.477497 = -176626.653786
  nChanged 188
		SP:Iteration 2F (7268.420000 sec): 3 clusters
  Score: Raw -179285.906835 + Penalty 2503.477497 = -176782.429338
  nChanged 133
		SP:Iteration 3F (7268.580000 sec): 3 clusters
  Score: Raw -179401.632857 + Penalty 2503.477497 = -176898.155360
  nChanged 92
		SP:Iteration 4Q (7268.770000 sec): 3 clusters
  Score: Raw -179484.673762 + Penalty 2503.477497 = -176981.196266
  nChanged 83
		SP:Iteration 5Q (7268.950000 sec): 3 clusters
  Score: Raw -179542.397035 + Penalty 2503.477497 = -177038.919538
  nChanged 53
		SP:Iteration 6Q (7269.130000 sec): 3 clusters
  Score: Raw -179576.610433 + Penalty 2503.477497 = -177073.132936
  nChanged 54
		SP:Iteration 7Q (7269.320000 sec): 3 clusters
  Score: Raw -179613.949594 + Penalty 2503.477497 = -177110.472097
  nChanged 41
		SP:Iteration 8Q (7269.470000 sec): 3 clusters
  Score: Raw -179650.264615 + Penalty 2503.477497 = -177146.787118
  nChanged 38
		SP:Iteration 9Q (7269.650000 sec): 3 clusters
  Score: Raw -179679.993520 + Penalty 2503.477497 = -177176.516024
  nChanged 45
		SP:Iteration 10Q (7269.830000 sec): 3 clusters
  Score: Raw -179719.069357 + Penalty 2503.477497 = -177215.591860
  nChanged 55
		SP:Iteration 11Q (7270.030000 sec): 3 clusters
  Score: Raw -179758.598858 + Penalty 2503.477497 = -177255.121362
  nChanged 39
		SP:Iteration 12Q (7270.240000 sec): 3 clusters
  Score: Raw -179785.897622 + Penalty 2503.477497 = -177282.420125
  nChanged 36
		SP:Iteration 13Q (7270.440000 sec): 3 clusters
  Score: Raw -179811.366377 + Penalty 2503.477497 = -177307.888880
  nChanged 42
		SP:Iteration 14Q (7270.650000 sec): 3 clusters
  Score: Raw -179842.447191 + Penalty 2503.477497 = -177338.969694
  nChanged 37
		SP:Iteration 15Q (7270.830000 sec): 3 clusters
  Score: Raw -179876.999685 + Penalty 2503.477497 = -177373.522188
  nChanged 46
		SP:Iteration 16Q (7270.970000 sec): 3 clusters
  Score: Raw -179919.499104 + Penalty 2503.477497 = -177416.021607
  nChanged 51
		SP:Iteration 17Q (7271.160000 sec): 3 clusters
  Score: Raw -179960.737779 + Penalty 2503.477497 = -177457.260282
  nChanged 46
		SP:Iteration 18Q (7271.380000 sec): 3 clusters
  Score: Raw -180004.116497 + Penalty 2503.477497 = -177500.639000
  nChanged 29
		SP:Iteration 19Q (7271.540000 sec): 3 clusters
  Score: Raw -180037.758714 + Penalty 2503.477497 = -177534.281217
  nChanged 30
		SP:Iteration 20F (7271.740000 sec): 3 clusters
  Score: Raw -180063.940903 + Penalty 2503.477497 = -177560.463406
  nChanged 29
		SP:Iteration 21Q (7271.910000 sec): 3 clusters
  Score: Raw -180100.017932 + Penalty 2503.477497 = -177596.540435
  nChanged 29
		SP:Iteration 22Q (7272.110000 sec): 3 clusters
  Score: Raw -180130.175208 + Penalty 2503.477497 = -177626.697711
  nChanged 26
		SP:Iteration 23Q (7272.260000 sec): 3 clusters
  Score: Raw -180147.687255 + Penalty 2503.477497 = -177644.209758
  nChanged 19
		SP:Iteration 24Q (7272.470000 sec): 3 clusters
  Score: Raw -180161.293296 + Penalty 2503.477497 = -177657.815799
  nChanged 16
		SP:Iteration 25Q (7272.650000 sec): 3 clusters
  Score: Raw -180171.755732 + Penalty 2503.477497 = -177668.278235
  nChanged 13
		SP:Iteration 26Q (7272.830000 sec): 3 clusters
  Score: Raw -180179.645085 + Penalty 2503.477497 = -177676.167588
  nChanged 10
		SP:Iteration 27Q (7273.010000 sec): 3 clusters
  Score: Raw -180186.267313 + Penalty 2503.477497 = -177682.789817
  nChanged 6
		SP:Iteration 28Q (7273.190000 sec): 3 clusters
  Score: Raw -180192.189963 + Penalty 2503.477497 = -177688.712466
  nChanged 5
		SP:Iteration 29Q (7273.370000 sec): 3 clusters
  Score: Raw -180196.140088 + Penalty 2503.477497 = -177692.662591
  nChanged 9
		SP:Iteration 30Q (7273.550000 sec): 3 clusters
  Score: Raw -180202.927008 + Penalty 2503.477497 = -177699.449511
  nChanged 6
		SP:Iteration 31Q (7273.720000 sec): 3 clusters
  Score: Raw -180207.897101 + Penalty 2503.477497 = -177704.419604
  nChanged 3
		SP:Iteration 32Q (7273.910000 sec): 3 clusters
  Score: Raw -180208.783491 + Penalty 2503.477497 = -177705.305994
  nChanged 0
		SP:Iteration 33F (7274.090000 sec): 3 clusters
  Score: Raw -180208.783491 + Penalty 2503.477497 = -177705.305994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7274.180000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7274.340000 sec): 3 clusters
  Score: Raw -44576.067249 + Penalty 2054.249696 = -42521.817553
  nChanged 152
		SP:Iteration 1F (7274.530000 sec): 3 clusters
  Score: Raw -44740.950924 + Penalty 2054.249696 = -42686.701228
  nChanged 32
		SP:Iteration 2F (7274.730000 sec): 3 clusters
  Score: Raw -44773.323985 + Penalty 2054.249696 = -42719.074289
  nChanged 17
		SP:Iteration 3Q (7274.910000 sec): 3 clusters
  Score: Raw -44797.504845 + Penalty 2054.249696 = -42743.255149
  nChanged 7
		SP:Iteration 4Q (7275.130000 sec): 3 clusters
  Score: Raw -44810.570515 + Penalty 2054.249696 = -42756.320819
  nChanged 5
		SP:Iteration 5Q (7275.270000 sec): 3 clusters
  Score: Raw -44821.694823 + Penalty 2054.249696 = -42767.445127
  nChanged 5
		SP:Iteration 6Q (7275.480000 sec): 3 clusters
  Score: Raw -44829.800368 + Penalty 2054.249696 = -42775.550672
  nChanged 7
		SP:Iteration 7Q (7275.620000 sec): 3 clusters
  Score: Raw -44835.383584 + Penalty 2054.249696 = -42781.133889
  nChanged 4
		SP:Iteration 8Q (7275.800000 sec): 3 clusters
  Score: Raw -44837.393272 + Penalty 2054.249696 = -42783.143576
  nChanged 5
		SP:Iteration 9Q (7276.010000 sec): 3 clusters
  Score: Raw -44839.824084 + Penalty 2054.249696 = -42785.574389
  nChanged 4
		SP:Iteration 10Q (7276.180000 sec): 3 clusters
  Score: Raw -44844.938709 + Penalty 2054.249696 = -42790.689014
  nChanged 2
		SP:Iteration 11Q (7276.350000 sec): 3 clusters
  Score: Raw -44859.601181 + Penalty 2054.249696 = -42805.351485
  nChanged 9
		SP:Iteration 12Q (7276.560000 sec): 3 clusters
  Score: Raw -44878.182900 + Penalty 2054.249696 = -42823.933205
  nChanged 6
		SP:Iteration 13Q (7276.730000 sec): 3 clusters
  Score: Raw -44886.714381 + Penalty 2054.249696 = -42832.464686
  nChanged 5
		SP:Iteration 14Q (7276.950000 sec): 3 clusters
  Score: Raw -44894.262008 + Penalty 2054.249696 = -42840.012312
  nChanged 6
		SP:Iteration 15Q (7277.110000 sec): 3 clusters
  Score: Raw -44900.508956 + Penalty 2054.249696 = -42846.259260
  nChanged 1
		SP:Iteration 16Q (7277.330000 sec): 3 clusters
  Score: Raw -44900.847529 + Penalty 2054.249696 = -42846.597833
  nChanged 2
		SP:Iteration 17Q (7277.510000 sec): 3 clusters
  Score: Raw -44902.274760 + Penalty 2054.249696 = -42848.025065
  nChanged 1
		SP:Iteration 18Q (7277.690000 sec): 3 clusters
  Score: Raw -44902.638231 + Penalty 2054.249696 = -42848.388536
  nChanged 1
		SP:Iteration 19Q (7277.850000 sec): 3 clusters
  Score: Raw -44903.052177 + Penalty 2054.249696 = -42848.802481
  nChanged 1
		SP:Iteration 20F (7277.990000 sec): 3 clusters
  Score: Raw -44903.504564 + Penalty 2054.249696 = -42849.254868
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7278.090000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7278.250000 sec): 3 clusters
  Score: Raw -43268.391761 + Penalty 2036.840178 = -41231.551583
  nChanged 121
		SP:Iteration 1F (7278.450000 sec): 3 clusters
  Score: Raw -43419.103436 + Penalty 2036.840178 = -41382.263258
  nChanged 31
		SP:Iteration 2F (7278.650000 sec): 3 clusters
  Score: Raw -43466.276713 + Penalty 2036.840178 = -41429.436535
  nChanged 15
		SP:Iteration 3Q (7278.820000 sec): 3 clusters
  Score: Raw -43487.953059 + Penalty 2036.840178 = -41451.112880
  nChanged 10
		SP:Iteration 4Q (7278.980000 sec): 3 clusters
  Score: Raw -43500.046173 + Penalty 2036.840178 = -41463.205995
  nChanged 8
		SP:Iteration 5Q (7279.180000 sec): 3 clusters
  Score: Raw -43511.576404 + Penalty 2036.840178 = -41474.736226
  nChanged 5
		SP:Iteration 6Q (7279.370000 sec): 3 clusters
  Score: Raw -43520.104500 + Penalty 2036.840178 = -41483.264321
  nChanged 5
		SP:Iteration 7Q (7279.550000 sec): 3 clusters
  Score: Raw -43528.465039 + Penalty 2036.840178 = -41491.624860
  nChanged 6
		SP:Iteration 8Q (7279.690000 sec): 3 clusters
  Score: Raw -43535.838220 + Penalty 2036.840178 = -41498.998042
  nChanged 3
		SP:Iteration 9Q (7279.870000 sec): 3 clusters
  Score: Raw -43538.646633 + Penalty 2036.840178 = -41501.806454
  nChanged 2
		SP:Iteration 10Q (7280.050000 sec): 3 clusters
  Score: Raw -43541.341280 + Penalty 2036.840178 = -41504.501101
  nChanged 1
		SP:Iteration 11Q (7280.220000 sec): 3 clusters
  Score: Raw -43542.234413 + Penalty 2036.840178 = -41505.394235
  nChanged 0
		SP:Iteration 12F (7280.440000 sec): 3 clusters
  Score: Raw -43542.234413 + Penalty 2036.840178 = -41505.394235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7280.510000 sec): 2 clusters
  Score: Raw -239470.851910 + Penalty 1312.029260 = -238158.822650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7280.710000 sec): 3 clusters
  Score: Raw -237906.159265 + Penalty 2624.058520 = -235282.100745
  nChanged 1259
		SP:Iteration 1F (7280.870000 sec): 3 clusters
  Score: Raw -238704.354136 + Penalty 2624.058520 = -236080.295615
  nChanged 313
		SP:Iteration 2F (7281.050000 sec): 3 clusters
  Score: Raw -239024.125698 + Penalty 2624.058520 = -236400.067178
  nChanged 258
		SP:Iteration 3F (7281.230000 sec): 3 clusters
  Score: Raw -239286.513791 + Penalty 2624.058520 = -236662.455271
  nChanged 231
		SP:Iteration 4F (7281.430000 sec): 3 clusters
  Score: Raw -239516.982357 + Penalty 2624.058520 = -236892.923836
  nChanged 188
		SP:Iteration 5F (7281.630000 sec): 3 clusters
  Score: Raw -239687.661139 + Penalty 2624.058520 = -237063.602619
  nChanged 138
		SP:Iteration 6Q (7281.830000 sec): 3 clusters
  Score: Raw -239790.222102 + Penalty 2624.058520 = -237166.163582
  nChanged 87
		SP:Iteration 7Q (7282.010000 sec): 3 clusters
  Score: Raw -239847.161481 + Penalty 2624.058520 = -237223.102960
  nChanged 50
		SP:Iteration 8Q (7282.190000 sec): 3 clusters
  Score: Raw -239869.500840 + Penalty 2624.058520 = -237245.442320
  nChanged 39
		SP:Iteration 9Q (7282.390000 sec): 3 clusters
  Score: Raw -239886.969227 + Penalty 2624.058520 = -237262.910706
  nChanged 28
		SP:Iteration 10Q (7282.570000 sec): 3 clusters
  Score: Raw -239897.162763 + Penalty 2624.058520 = -237273.104243
  nChanged 19
		SP:Iteration 11Q (7282.770000 sec): 3 clusters
  Score: Raw -239904.666411 + Penalty 2624.058520 = -237280.607890
  nChanged 16
		SP:Iteration 12Q (7282.930000 sec): 3 clusters
  Score: Raw -239910.221448 + Penalty 2624.058520 = -237286.162928
  nChanged 8
		SP:Iteration 13Q (7283.130000 sec): 3 clusters
  Score: Raw -239911.987647 + Penalty 2624.058520 = -237287.929127
  nChanged 6
		SP:Iteration 14Q (7283.290000 sec): 3 clusters
  Score: Raw -239914.437518 + Penalty 2624.058520 = -237290.378998
  nChanged 7
		SP:Iteration 15Q (7283.510000 sec): 3 clusters
  Score: Raw -239916.620570 + Penalty 2624.058520 = -237292.562050
  nChanged 4
		SP:Iteration 16Q (7283.650000 sec): 3 clusters
  Score: Raw -239917.622724 + Penalty 2624.058520 = -237293.564203
  nChanged 3
		SP:Iteration 17Q (7283.870000 sec): 3 clusters
  Score: Raw -239918.602066 + Penalty 2624.058520 = -237294.543545
  nChanged 2
		SP:Iteration 18Q (7284.030000 sec): 3 clusters
  Score: Raw -239918.929211 + Penalty 2624.058520 = -237294.870691
  nChanged 0
		SP:Iteration 19F (7284.230000 sec): 3 clusters
  Score: Raw -239918.929211 + Penalty 2624.058520 = -237294.870691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7284.310000 sec): 2 clusters
  Score: Raw -42888.720900 + Penalty 1073.140871 = -41815.580029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7284.480000 sec): 3 clusters
  Score: Raw -42717.727225 + Penalty 2146.281743 = -40571.445482
  nChanged 217
		SP:Iteration 1F (7284.650000 sec): 3 clusters
  Score: Raw -43000.303461 + Penalty 2146.281743 = -40854.021718
  nChanged 75
		SP:Iteration 2F (7284.870000 sec): 3 clusters
  Score: Raw -43230.107780 + Penalty 2146.281743 = -41083.826037
  nChanged 62
		SP:Iteration 3F (7285.030000 sec): 3 clusters
  Score: Raw -43356.259035 + Penalty 2146.281743 = -41209.977292
  nChanged 38
		SP:Iteration 4F (7285.210000 sec): 3 clusters
  Score: Raw -43442.745112 + Penalty 2146.281743 = -41296.463369
  nChanged 36
		SP:Iteration 5Q (7285.430000 sec): 3 clusters
  Score: Raw -43521.026884 + Penalty 2146.281743 = -41374.745141
  nChanged 27
		SP:Iteration 6Q (7285.590000 sec): 3 clusters
  Score: Raw -43578.252935 + Penalty 2146.281743 = -41431.971192
  nChanged 17
		SP:Iteration 7Q (7285.730000 sec): 3 clusters
  Score: Raw -43608.611862 + Penalty 2146.281743 = -41462.330119
  nChanged 14
		SP:Iteration 8Q (7285.890000 sec): 3 clusters
  Score: Raw -43641.456314 + Penalty 2146.281743 = -41495.174571
  nChanged 7
		SP:Iteration 9Q (7286.050000 sec): 3 clusters
  Score: Raw -43656.848653 + Penalty 2146.281743 = -41510.566910
  nChanged 5
		SP:Iteration 10Q (7286.230000 sec): 3 clusters
  Score: Raw -43664.087039 + Penalty 2146.281743 = -41517.805296
  nChanged 2
		SP:Iteration 11Q (7286.380000 sec): 3 clusters
  Score: Raw -43677.785087 + Penalty 2146.281743 = -41531.503344
  nChanged 1
		SP:Iteration 12Q (7286.570000 sec): 3 clusters
  Score: Raw -43681.001527 + Penalty 2146.281743 = -41534.719784
  nChanged 3
		SP:Iteration 13Q (7286.760000 sec): 3 clusters
  Score: Raw -43683.975657 + Penalty 2146.281743 = -41537.693914
  nChanged 2
		SP:Iteration 14Q (7286.910000 sec): 3 clusters
  Score: Raw -43685.043274 + Penalty 2146.281743 = -41538.761531
  nChanged 1
		SP:Iteration 15Q (7287.090000 sec): 3 clusters
  Score: Raw -43685.457595 + Penalty 2146.281743 = -41539.175852
  nChanged 0
		SP:Iteration 16F (7287.280000 sec): 3 clusters
  Score: Raw -43685.457595 + Penalty 2146.281743 = -41539.175852
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7287.370000 sec): 2 clusters
  Score: Raw -141548.796989 + Penalty 1212.142570 = -140336.654418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7287.550000 sec): 3 clusters
  Score: Raw -140863.516480 + Penalty 2424.285141 = -138439.231339
  nChanged 570
		SP:Iteration 1F (7287.730000 sec): 3 clusters
  Score: Raw -141290.030312 + Penalty 2424.285141 = -138865.745171
  nChanged 158
		SP:Iteration 2F (7287.910000 sec): 3 clusters
  Score: Raw -141449.743194 + Penalty 2424.285141 = -139025.458053
  nChanged 96
		SP:Iteration 3F (7288.100000 sec): 3 clusters
  Score: Raw -141561.545624 + Penalty 2424.285141 = -139137.260483
  nChanged 76
		SP:Iteration 4Q (7288.280000 sec): 3 clusters
  Score: Raw -141624.605223 + Penalty 2424.285141 = -139200.320082
  nChanged 54
		SP:Iteration 5Q (7288.430000 sec): 3 clusters
  Score: Raw -141671.412021 + Penalty 2424.285141 = -139247.126880
  nChanged 41
		SP:Iteration 6Q (7288.630000 sec): 3 clusters
  Score: Raw -141709.493766 + Penalty 2424.285141 = -139285.208625
  nChanged 36
		SP:Iteration 7Q (7288.770000 sec): 3 clusters
  Score: Raw -141744.001493 + Penalty 2424.285141 = -139319.716352
  nChanged 37
		SP:Iteration 8Q (7288.980000 sec): 3 clusters
  Score: Raw -141775.288668 + Penalty 2424.285141 = -139351.003527
  nChanged 29
		SP:Iteration 9Q (7289.080000 sec): 3 clusters
  Score: Raw -141808.837937 + Penalty 2424.285141 = -139384.552796
  nChanged 27
		SP:Iteration 10Q (7289.230000 sec): 3 clusters
  Score: Raw -141829.966927 + Penalty 2424.285141 = -139405.681787
  nChanged 31
		SP:Iteration 11Q (7289.430000 sec): 3 clusters
  Score: Raw -141853.080822 + Penalty 2424.285141 = -139428.795681
  nChanged 20
		SP:Iteration 12Q (7289.590000 sec): 3 clusters
  Score: Raw -141869.585717 + Penalty 2424.285141 = -139445.300576
  nChanged 14
		SP:Iteration 13Q (7289.760000 sec): 3 clusters
  Score: Raw -141878.689295 + Penalty 2424.285141 = -139454.404154
  nChanged 9
		SP:Iteration 14Q (7289.970000 sec): 3 clusters
  Score: Raw -141883.415793 + Penalty 2424.285141 = -139459.130652
  nChanged 6
		SP:Iteration 15Q (7290.170000 sec): 3 clusters
  Score: Raw -141888.930521 + Penalty 2424.285141 = -139464.645380
  nChanged 9
		SP:Iteration 16Q (7290.330000 sec): 3 clusters
  Score: Raw -141893.853820 + Penalty 2424.285141 = -139469.568679
  nChanged 5
		SP:Iteration 17Q (7290.480000 sec): 3 clusters
  Score: Raw -141896.275014 + Penalty 2424.285141 = -139471.989873
  nChanged 5
		SP:Iteration 18Q (7290.670000 sec): 3 clusters
  Score: Raw -141899.009553 + Penalty 2424.285141 = -139474.724412
  nChanged 4
		SP:Iteration 19Q (7290.850000 sec): 3 clusters
  Score: Raw -141900.845226 + Penalty 2424.285141 = -139476.560085
  nChanged 3
		SP:Iteration 20F (7291.060000 sec): 3 clusters
  Score: Raw -141902.042647 + Penalty 2424.285141 = -139477.757506
  nChanged 1
		SP:Iteration 21Q (7291.210000 sec): 3 clusters
  Score: Raw -141903.039741 + Penalty 2424.285141 = -139478.754600
  nChanged 2
		SP:Iteration 22Q (7291.380000 sec): 3 clusters
  Score: Raw -141904.382399 + Penalty 2424.285141 = -139480.097258
  nChanged 1
		SP:Iteration 23Q (7291.510000 sec): 3 clusters
  Score: Raw -141904.557427 + Penalty 2424.285141 = -139480.272286
  nChanged 1
		SP:Iteration 24Q (7291.700000 sec): 3 clusters
  Score: Raw -141905.547306 + Penalty 2424.285141 = -139481.262165
  nChanged 0
		SP:Iteration 25F (7291.880000 sec): 3 clusters
  Score: Raw -141905.547306 + Penalty 2424.285141 = -139481.262165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7292.000000 sec): 2 clusters
  Score: Raw -156053.321318 + Penalty 1236.037951 = -154817.283367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7292.180000 sec): 3 clusters
  Score: Raw -155223.710467 + Penalty 2472.075902 = -152751.634566
  nChanged 698
		SP:Iteration 1F (7292.340000 sec): 3 clusters
  Score: Raw -155671.906906 + Penalty 2472.075902 = -153199.831004
  nChanged 175
		SP:Iteration 2F (7292.510000 sec): 3 clusters
  Score: Raw -155809.185645 + Penalty 2472.075902 = -153337.109743
  nChanged 101
		SP:Iteration 3F (7292.720000 sec): 3 clusters
  Score: Raw -155878.117680 + Penalty 2472.075902 = -153406.041778
  nChanged 76
		SP:Iteration 4Q (7292.860000 sec): 3 clusters
  Score: Raw -155943.885271 + Penalty 2472.075902 = -153471.809369
  nChanged 60
		SP:Iteration 5Q (7293.000000 sec): 3 clusters
  Score: Raw -155991.558671 + Penalty 2472.075902 = -153519.482769
  nChanged 53
		SP:Iteration 6Q (7293.200000 sec): 3 clusters
  Score: Raw -156022.331728 + Penalty 2472.075902 = -153550.255826
  nChanged 39
		SP:Iteration 7Q (7293.320000 sec): 3 clusters
  Score: Raw -156045.067941 + Penalty 2472.075902 = -153572.992040
  nChanged 36
		SP:Iteration 8Q (7293.500000 sec): 3 clusters
  Score: Raw -156074.687209 + Penalty 2472.075902 = -153602.611308
  nChanged 43
		SP:Iteration 9Q (7293.720000 sec): 3 clusters
  Score: Raw -156101.935808 + Penalty 2472.075902 = -153629.859906
  nChanged 28
		SP:Iteration 10Q (7293.930000 sec): 3 clusters
  Score: Raw -156120.725925 + Penalty 2472.075902 = -153648.650024
  nChanged 21
		SP:Iteration 11Q (7294.070000 sec): 3 clusters
  Score: Raw -156133.675066 + Penalty 2472.075902 = -153661.599164
  nChanged 20
		SP:Iteration 12Q (7294.300000 sec): 3 clusters
  Score: Raw -156145.147224 + Penalty 2472.075902 = -153673.071322
  nChanged 20
		SP:Iteration 13Q (7294.470000 sec): 3 clusters
  Score: Raw -156159.042378 + Penalty 2472.075902 = -153686.966477
  nChanged 21
		SP:Iteration 14Q (7294.620000 sec): 3 clusters
  Score: Raw -156175.123235 + Penalty 2472.075902 = -153703.047334
  nChanged 19
		SP:Iteration 15Q (7294.860000 sec): 3 clusters
  Score: Raw -156188.245015 + Penalty 2472.075902 = -153716.169113
  nChanged 20
		SP:Iteration 16Q (7295.040000 sec): 3 clusters
  Score: Raw -156199.270685 + Penalty 2472.075902 = -153727.194784
  nChanged 13
		SP:Iteration 17Q (7295.220000 sec): 3 clusters
  Score: Raw -156206.156987 + Penalty 2472.075902 = -153734.081085
  nChanged 14
		SP:Iteration 18Q (7295.370000 sec): 3 clusters
  Score: Raw -156212.262842 + Penalty 2472.075902 = -153740.186940
  nChanged 6
		SP:Iteration 19Q (7295.570000 sec): 3 clusters
  Score: Raw -156214.418593 + Penalty 2472.075902 = -153742.342691
  nChanged 5
		SP:Iteration 20F (7295.760000 sec): 3 clusters
  Score: Raw -156216.262950 + Penalty 2472.075902 = -153744.187048
  nChanged 4
		SP:Iteration 21Q (7295.930000 sec): 3 clusters
  Score: Raw -156217.619896 + Penalty 2472.075902 = -153745.543995
  nChanged 5
		SP:Iteration 22Q (7296.100000 sec): 3 clusters
  Score: Raw -156218.930463 + Penalty 2472.075902 = -153746.854562
  nChanged 4
		SP:Iteration 23Q (7296.290000 sec): 3 clusters
  Score: Raw -156221.220448 + Penalty 2472.075902 = -153749.144546
  nChanged 4
		SP:Iteration 24Q (7296.490000 sec): 3 clusters
  Score: Raw -156223.941110 + Penalty 2472.075902 = -153751.865208
  nChanged 3
		SP:Iteration 25Q (7296.650000 sec): 3 clusters
  Score: Raw -156224.923705 + Penalty 2472.075902 = -153752.847804
  nChanged 4
		SP:Iteration 26Q (7296.850000 sec): 3 clusters
  Score: Raw -156226.659938 + Penalty 2472.075902 = -153754.584036
  nChanged 5
		SP:Iteration 27Q (7297.000000 sec): 3 clusters
  Score: Raw -156229.538416 + Penalty 2472.075902 = -153757.462515
  nChanged 7
		SP:Iteration 28Q (7297.160000 sec): 3 clusters
  Score: Raw -156231.539691 + Penalty 2472.075902 = -153759.463789
  nChanged 9
		SP:Iteration 29Q (7297.360000 sec): 3 clusters
  Score: Raw -156235.280865 + Penalty 2472.075902 = -153763.204963
  nChanged 5
		SP:Iteration 30Q (7297.580000 sec): 3 clusters
  Score: Raw -156236.786268 + Penalty 2472.075902 = -153764.710366
  nChanged 5
		SP:Iteration 31Q (7297.720000 sec): 3 clusters
  Score: Raw -156238.920743 + Penalty 2472.075902 = -153766.844841
  nChanged 3
		SP:Iteration 32Q (7297.850000 sec): 3 clusters
  Score: Raw -156239.740081 + Penalty 2472.075902 = -153767.664179
  nChanged 1
		SP:Iteration 33Q (7298.040000 sec): 3 clusters
  Score: Raw -156241.787858 + Penalty 2472.075902 = -153769.711956
  nChanged 6
		SP:Iteration 34Q (7298.220000 sec): 3 clusters
  Score: Raw -156246.167619 + Penalty 2472.075902 = -153774.091717
  nChanged 5
		SP:Iteration 35Q (7298.360000 sec): 3 clusters
  Score: Raw -156249.246921 + Penalty 2472.075902 = -153777.171020
  nChanged 3
		SP:Iteration 36Q (7298.580000 sec): 3 clusters
  Score: Raw -156250.910215 + Penalty 2472.075902 = -153778.834314
  nChanged 3
		SP:Iteration 37Q (7298.760000 sec): 3 clusters
  Score: Raw -156253.091578 + Penalty 2472.075902 = -153781.015676
  nChanged 3
		SP:Iteration 38Q (7298.940000 sec): 3 clusters
  Score: Raw -156254.273625 + Penalty 2472.075902 = -153782.197723
  nChanged 4
		SP:Iteration 39Q (7299.080000 sec): 3 clusters
  Score: Raw -156255.489601 + Penalty 2472.075902 = -153783.413699
  nChanged 4
		SP:Iteration 40F (7299.270000 sec): 3 clusters
  Score: Raw -156256.880689 + Penalty 2472.075902 = -153784.804788
  nChanged 1
		SP:Iteration 41Q (7299.460000 sec): 3 clusters
  Score: Raw -156257.016709 + Penalty 2472.075902 = -153784.940808
  nChanged 1
		SP:Iteration 42Q (7299.640000 sec): 3 clusters
  Score: Raw -156257.630389 + Penalty 2472.075902 = -153785.554487
  nChanged 1
		SP:Iteration 43Q (7299.840000 sec): 3 clusters
  Score: Raw -156258.316591 + Penalty 2472.075902 = -153786.240690
  nChanged 3
		SP:Iteration 44Q (7300.040000 sec): 3 clusters
  Score: Raw -156259.902293 + Penalty 2472.075902 = -153787.826391
  nChanged 2
		SP:Iteration 45Q (7300.180000 sec): 3 clusters
  Score: Raw -156260.791306 + Penalty 2472.075902 = -153788.715404
  nChanged 1
		SP:Iteration 46Q (7300.400000 sec): 3 clusters
  Score: Raw -156261.037114 + Penalty 2472.075902 = -153788.961212
  nChanged 0
		SP:Iteration 47F (7300.550000 sec): 3 clusters
  Score: Raw -156261.037114 + Penalty 2472.075902 = -153788.961212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7300.640000 sec): 2 clusters
  Score: Raw -71874.521243 + Penalty 1119.558588 = -70754.962655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7300.800000 sec): 3 clusters
  Score: Raw -71545.194947 + Penalty 2239.117175 = -69306.077772
  nChanged 287
		SP:Iteration 1F (7300.990000 sec): 3 clusters
  Score: Raw -71787.492442 + Penalty 2239.117175 = -69548.375266
  nChanged 82
		SP:Iteration 2F (7301.150000 sec): 3 clusters
  Score: Raw -71897.651037 + Penalty 2239.117175 = -69658.533862
  nChanged 54
		SP:Iteration 3F (7301.330000 sec): 3 clusters
  Score: Raw -71967.656525 + Penalty 2239.117175 = -69728.539350
  nChanged 36
		SP:Iteration 4Q (7301.570000 sec): 3 clusters
  Score: Raw -72004.304382 + Penalty 2239.117175 = -69765.187207
  nChanged 25
		SP:Iteration 5Q (7301.710000 sec): 3 clusters
  Score: Raw -72041.936193 + Penalty 2239.117175 = -69802.819018
  nChanged 24
		SP:Iteration 6Q (7301.870000 sec): 3 clusters
  Score: Raw -72066.881121 + Penalty 2239.117175 = -69827.763946
  nChanged 18
		SP:Iteration 7Q (7302.040000 sec): 3 clusters
  Score: Raw -72085.063818 + Penalty 2239.117175 = -69845.946643
  nChanged 13
		SP:Iteration 8Q (7302.220000 sec): 3 clusters
  Score: Raw -72097.220745 + Penalty 2239.117175 = -69858.103570
  nChanged 10
		SP:Iteration 9Q (7302.380000 sec): 3 clusters
  Score: Raw -72103.303815 + Penalty 2239.117175 = -69864.186639
  nChanged 7
		SP:Iteration 10Q (7302.580000 sec): 3 clusters
  Score: Raw -72108.954327 + Penalty 2239.117175 = -69869.837152
  nChanged 6
		SP:Iteration 11Q (7302.740000 sec): 3 clusters
  Score: Raw -72115.839126 + Penalty 2239.117175 = -69876.721951
  nChanged 9
		SP:Iteration 12Q (7302.910000 sec): 3 clusters
  Score: Raw -72125.063093 + Penalty 2239.117175 = -69885.945918
  nChanged 2
		SP:Iteration 13Q (7303.120000 sec): 3 clusters
  Score: Raw -72126.128621 + Penalty 2239.117175 = -69887.011446
  nChanged 0
		SP:Iteration 14F (7303.270000 sec): 3 clusters
  Score: Raw -72126.128621 + Penalty 2239.117175 = -69887.011446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7303.360000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7303.580000 sec): 3 clusters
  Score: Raw -249008.244210 + Penalty 2607.867433 = -246400.376777
  nChanged 1166
		SP:Iteration 1F (7303.760000 sec): 3 clusters
  Score: Raw -249763.786887 + Penalty 2607.867433 = -247155.919454
  nChanged 252
		SP:Iteration 2F (7303.920000 sec): 3 clusters
  Score: Raw -249991.211367 + Penalty 2607.867433 = -247383.343934
  nChanged 190
		SP:Iteration 3F (7304.080000 sec): 3 clusters
  Score: Raw -250139.156066 + Penalty 2607.867433 = -247531.288633
  nChanged 148
		SP:Iteration 4Q (7304.270000 sec): 3 clusters
  Score: Raw -250236.878901 + Penalty 2607.867433 = -247629.011468
  nChanged 123
		SP:Iteration 5Q (7304.480000 sec): 3 clusters
  Score: Raw -250335.517844 + Penalty 2607.867433 = -247727.650411
  nChanged 99
		SP:Iteration 6Q (7304.630000 sec): 3 clusters
  Score: Raw -250415.013012 + Penalty 2607.867433 = -247807.145579
  nChanged 112
		SP:Iteration 7Q (7304.820000 sec): 3 clusters
  Score: Raw -250496.491868 + Penalty 2607.867433 = -247888.624435
  nChanged 95
		SP:Iteration 8Q (7304.980000 sec): 3 clusters
  Score: Raw -250564.119532 + Penalty 2607.867433 = -247956.252099
  nChanged 83
		SP:Iteration 9Q (7305.150000 sec): 3 clusters
  Score: Raw -250616.050384 + Penalty 2607.867433 = -248008.182951
  nChanged 61
		SP:Iteration 10Q (7305.330000 sec): 3 clusters
  Score: Raw -250657.507686 + Penalty 2607.867433 = -248049.640254
  nChanged 52
		SP:Iteration 11Q (7305.530000 sec): 3 clusters
  Score: Raw -250694.989230 + Penalty 2607.867433 = -248087.121797
  nChanged 43
		SP:Iteration 12Q (7305.690000 sec): 3 clusters
  Score: Raw -250724.512622 + Penalty 2607.867433 = -248116.645189
  nChanged 39
		SP:Iteration 13Q (7305.860000 sec): 3 clusters
  Score: Raw -250746.830269 + Penalty 2607.867433 = -248138.962836
  nChanged 32
		SP:Iteration 14Q (7305.990000 sec): 3 clusters
  Score: Raw -250765.446584 + Penalty 2607.867433 = -248157.579151
  nChanged 28
		SP:Iteration 15Q (7306.190000 sec): 3 clusters
  Score: Raw -250778.362728 + Penalty 2607.867433 = -248170.495295
  nChanged 20
		SP:Iteration 16Q (7306.370000 sec): 3 clusters
  Score: Raw -250785.390095 + Penalty 2607.867433 = -248177.522662
  nChanged 12
		SP:Iteration 17Q (7306.580000 sec): 3 clusters
  Score: Raw -250788.839605 + Penalty 2607.867433 = -248180.972173
  nChanged 9
		SP:Iteration 18Q (7306.760000 sec): 3 clusters
  Score: Raw -250791.804718 + Penalty 2607.867433 = -248183.937285
  nChanged 6
		SP:Iteration 19Q (7306.900000 sec): 3 clusters
  Score: Raw -250794.683721 + Penalty 2607.867433 = -248186.816289
  nChanged 8
		SP:Iteration 20F (7307.080000 sec): 3 clusters
  Score: Raw -250797.827571 + Penalty 2607.867433 = -248189.960138
  nChanged 7
		SP:Iteration 21Q (7307.310000 sec): 3 clusters
  Score: Raw -250800.755935 + Penalty 2607.867433 = -248192.888502
  nChanged 7
		SP:Iteration 22Q (7307.450000 sec): 3 clusters
  Score: Raw -250804.401927 + Penalty 2607.867433 = -248196.534494
  nChanged 7
		SP:Iteration 23Q (7307.640000 sec): 3 clusters
  Score: Raw -250807.650046 + Penalty 2607.867433 = -248199.782613
  nChanged 7
		SP:Iteration 24Q (7307.850000 sec): 3 clusters
  Score: Raw -250809.731728 + Penalty 2607.867433 = -248201.864296
  nChanged 7
		SP:Iteration 25Q (7308.000000 sec): 3 clusters
  Score: Raw -250812.363707 + Penalty 2607.867433 = -248204.496274
  nChanged 4
		SP:Iteration 26Q (7308.140000 sec): 3 clusters
  Score: Raw -250813.779149 + Penalty 2607.867433 = -248205.911716
  nChanged 3
		SP:Iteration 27Q (7308.320000 sec): 3 clusters
  Score: Raw -250814.565986 + Penalty 2607.867433 = -248206.698554
  nChanged 2
		SP:Iteration 28Q (7308.450000 sec): 3 clusters
  Score: Raw -250814.824188 + Penalty 2607.867433 = -248206.956755
  nChanged 0
		SP:Iteration 29F (7308.650000 sec): 3 clusters
  Score: Raw -250814.824188 + Penalty 2607.867433 = -248206.956755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7308.720000 sec): 2 clusters
  Score: Raw -44185.528199 + Penalty 1073.360912 = -43112.167287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7308.840000 sec): 3 clusters
  Score: Raw -44010.089813 + Penalty 2146.721824 = -41863.367989
  nChanged 189
		SP:Iteration 1F (7309.000000 sec): 3 clusters
  Score: Raw -44256.394643 + Penalty 2146.721824 = -42109.672819
  nChanged 52
		SP:Iteration 2F (7309.170000 sec): 3 clusters
  Score: Raw -44327.045968 + Penalty 2146.721824 = -42180.324144
  nChanged 32
		SP:Iteration 3Q (7309.380000 sec): 3 clusters
  Score: Raw -44376.340482 + Penalty 2146.721824 = -42229.618657
  nChanged 17
		SP:Iteration 4Q (7309.510000 sec): 3 clusters
  Score: Raw -44396.957689 + Penalty 2146.721824 = -42250.235865
  nChanged 14
		SP:Iteration 5Q (7309.720000 sec): 3 clusters
  Score: Raw -44409.970133 + Penalty 2146.721824 = -42263.248309
  nChanged 14
		SP:Iteration 6Q (7309.860000 sec): 3 clusters
  Score: Raw -44437.376873 + Penalty 2146.721824 = -42290.655049
  nChanged 15
		SP:Iteration 7Q (7310.060000 sec): 3 clusters
  Score: Raw -44457.620038 + Penalty 2146.721824 = -42310.898214
  nChanged 8
		SP:Iteration 8Q (7310.210000 sec): 3 clusters
  Score: Raw -44468.309312 + Penalty 2146.721824 = -42321.587488
  nChanged 11
		SP:Iteration 9Q (7310.340000 sec): 3 clusters
  Score: Raw -44484.566286 + Penalty 2146.721824 = -42337.844462
  nChanged 11
		SP:Iteration 10Q (7310.510000 sec): 3 clusters
  Score: Raw -44506.453240 + Penalty 2146.721824 = -42359.731416
  nChanged 12
		SP:Iteration 11Q (7310.700000 sec): 3 clusters
  Score: Raw -44534.371026 + Penalty 2146.721824 = -42387.649201
  nChanged 13
		SP:Iteration 12Q (7310.840000 sec): 3 clusters
  Score: Raw -44568.560749 + Penalty 2146.721824 = -42421.838925
  nChanged 11
		SP:Iteration 13Q (7310.940000 sec): 3 clusters
  Score: Raw -44591.492497 + Penalty 2146.721824 = -42444.770672
  nChanged 5
		SP:Iteration 14Q (7311.120000 sec): 3 clusters
  Score: Raw -44597.668683 + Penalty 2146.721824 = -42450.946859
  nChanged 4
		SP:Iteration 15Q (7311.320000 sec): 3 clusters
  Score: Raw -44599.778455 + Penalty 2146.721824 = -42453.056631
  nChanged 0
		SP:Iteration 16F (7311.490000 sec): 3 clusters
  Score: Raw -44599.778455 + Penalty 2146.721824 = -42453.056631
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7311.580000 sec): 2 clusters
  Score: Raw -98899.501262 + Penalty 1163.889593 = -97735.611669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7311.760000 sec): 3 clusters
  Score: Raw -98436.010022 + Penalty 2327.779187 = -96108.230835
  nChanged 431
		SP:Iteration 1F (7311.950000 sec): 3 clusters
  Score: Raw -98835.026770 + Penalty 2327.779187 = -96507.247583
  nChanged 113
		SP:Iteration 2F (7312.140000 sec): 3 clusters
  Score: Raw -98984.975490 + Penalty 2327.779187 = -96657.196303
  nChanged 78
		SP:Iteration 3F (7312.300000 sec): 3 clusters
  Score: Raw -99097.649568 + Penalty 2327.779187 = -96769.870381
  nChanged 75
		SP:Iteration 4F (7312.490000 sec): 3 clusters
  Score: Raw -99225.376584 + Penalty 2327.779187 = -96897.597397
  nChanged 87
		SP:Iteration 5F (7312.650000 sec): 3 clusters
  Score: Raw -99376.105812 + Penalty 2327.779187 = -97048.326626
  nChanged 80
		SP:Iteration 6F (7312.850000 sec): 3 clusters
  Score: Raw -99522.868460 + Penalty 2327.779187 = -97195.089274
  nChanged 50
		SP:Iteration 7Q (7313.040000 sec): 3 clusters
  Score: Raw -99604.985212 + Penalty 2327.779187 = -97277.206025
  nChanged 37
		SP:Iteration 8Q (7313.240000 sec): 3 clusters
  Score: Raw -99652.218988 + Penalty 2327.779187 = -97324.439801
  nChanged 22
		SP:Iteration 9Q (7313.410000 sec): 3 clusters
  Score: Raw -99678.370917 + Penalty 2327.779187 = -97350.591730
  nChanged 14
		SP:Iteration 10Q (7313.560000 sec): 3 clusters
  Score: Raw -99696.029746 + Penalty 2327.779187 = -97368.250559
  nChanged 11
		SP:Iteration 11Q (7313.750000 sec): 3 clusters
  Score: Raw -99712.513096 + Penalty 2327.779187 = -97384.733909
  nChanged 17
		SP:Iteration 12Q (7313.950000 sec): 3 clusters
  Score: Raw -99736.980323 + Penalty 2327.779187 = -97409.201136
  nChanged 12
		SP:Iteration 13Q (7314.140000 sec): 3 clusters
  Score: Raw -99753.031438 + Penalty 2327.779187 = -97425.252251
  nChanged 10
		SP:Iteration 14Q (7314.310000 sec): 3 clusters
  Score: Raw -99763.563983 + Penalty 2327.779187 = -97435.784796
  nChanged 5
		SP:Iteration 15Q (7314.500000 sec): 3 clusters
  Score: Raw -99769.197632 + Penalty 2327.779187 = -97441.418445
  nChanged 5
		SP:Iteration 16Q (7314.680000 sec): 3 clusters
  Score: Raw -99775.032194 + Penalty 2327.779187 = -97447.253008
  nChanged 4
		SP:Iteration 17Q (7314.840000 sec): 3 clusters
  Score: Raw -99779.227269 + Penalty 2327.779187 = -97451.448082
  nChanged 6
		SP:Iteration 18Q (7315.030000 sec): 3 clusters
  Score: Raw -99784.760690 + Penalty 2327.779187 = -97456.981504
  nChanged 7
		SP:Iteration 19Q (7315.230000 sec): 3 clusters
  Score: Raw -99796.265864 + Penalty 2327.779187 = -97468.486677
  nChanged 10
		SP:Iteration 20F (7315.410000 sec): 3 clusters
  Score: Raw -99813.933484 + Penalty 2327.779187 = -97486.154298
  nChanged 20
		SP:Iteration 21Q (7315.580000 sec): 3 clusters
  Score: Raw -99861.200622 + Penalty 2327.779187 = -97533.421435
  nChanged 28
		SP:Iteration 22Q (7315.740000 sec): 3 clusters
  Score: Raw -99926.017714 + Penalty 2327.779187 = -97598.238527
  nChanged 25
		SP:Iteration 23Q (7315.920000 sec): 3 clusters
  Score: Raw -99987.151217 + Penalty 2327.779187 = -97659.372030
  nChanged 21
		SP:Iteration 24Q (7316.110000 sec): 3 clusters
  Score: Raw -100051.730821 + Penalty 2327.779187 = -97723.951634
  nChanged 21
		SP:Iteration 25Q (7316.340000 sec): 3 clusters
  Score: Raw -100125.115562 + Penalty 2327.779187 = -97797.336376
  nChanged 7
		SP:Iteration 26Q (7316.490000 sec): 3 clusters
  Score: Raw -100143.014154 + Penalty 2327.779187 = -97815.234968
  nChanged 4
		SP:Iteration 27Q (7316.700000 sec): 3 clusters
  Score: Raw -100149.966110 + Penalty 2327.779187 = -97822.186923
  nChanged 3
		SP:Iteration 28Q (7316.850000 sec): 3 clusters
  Score: Raw -100154.412199 + Penalty 2327.779187 = -97826.633013
  nChanged 1
		SP:Iteration 29Q (7317.060000 sec): 3 clusters
  Score: Raw -100155.626410 + Penalty 2327.779187 = -97827.847223
  nChanged 0
		SP:Iteration 30F (7317.220000 sec): 3 clusters
  Score: Raw -100155.626410 + Penalty 2327.779187 = -97827.847223
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 14.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7317.360000 sec): 2 clusters
  Score: Raw -742116.550133 + Penalty 1471.148025 = -740645.402108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7317.580000 sec): 3 clusters
  Score: Raw -737334.580721 + Penalty 2942.296050 = -734392.284670
  nChanged 3706
		SP:Iteration 1F (7317.780000 sec): 3 clusters
  Score: Raw -739499.575986 + Penalty 2942.296050 = -736557.279935
  nChanged 696
		SP:Iteration 2F (7317.980000 sec): 3 clusters
  Score: Raw -739958.945402 + Penalty 2942.296050 = -737016.649352
  nChanged 650
		SP:Iteration 3F (7318.200000 sec): 3 clusters
  Score: Raw -740418.567725 + Penalty 2942.296050 = -737476.271675
  nChanged 586
		SP:Iteration 4F (7318.440000 sec): 3 clusters
  Score: Raw -740818.458429 + Penalty 2942.296050 = -737876.162378
  nChanged 505
		SP:Iteration 5F (7318.620000 sec): 3 clusters
  Score: Raw -741161.595764 + Penalty 2942.296050 = -738219.299714
  nChanged 433
		SP:Iteration 6F (7318.830000 sec): 3 clusters
  Score: Raw -741437.369334 + Penalty 2942.296050 = -738495.073284
  nChanged 347
		SP:Iteration 7Q (7319.040000 sec): 3 clusters
  Score: Raw -741630.779170 + Penalty 2942.296050 = -738688.483120
  nChanged 259
		SP:Iteration 8Q (7319.250000 sec): 3 clusters
  Score: Raw -741748.217835 + Penalty 2942.296050 = -738805.921784
  nChanged 202
		SP:Iteration 9Q (7319.440000 sec): 3 clusters
  Score: Raw -741828.485120 + Penalty 2942.296050 = -738886.189070
  nChanged 141
		SP:Iteration 10Q (7319.690000 sec): 3 clusters
  Score: Raw -741877.583031 + Penalty 2942.296050 = -738935.286981
  nChanged 121
		SP:Iteration 11Q (7319.860000 sec): 3 clusters
  Score: Raw -741914.852302 + Penalty 2942.296050 = -738972.556251
  nChanged 94
		SP:Iteration 12Q (7320.080000 sec): 3 clusters
  Score: Raw -741945.824951 + Penalty 2942.296050 = -739003.528901
  nChanged 79
		SP:Iteration 13Q (7320.300000 sec): 3 clusters
  Score: Raw -741969.879723 + Penalty 2942.296050 = -739027.583672
  nChanged 59
		SP:Iteration 14Q (7320.490000 sec): 3 clusters
  Score: Raw -741987.795901 + Penalty 2942.296050 = -739045.499851
  nChanged 60
		SP:Iteration 15Q (7320.720000 sec): 3 clusters
  Score: Raw -742001.929641 + Penalty 2942.296050 = -739059.633591
  nChanged 51
		SP:Iteration 16Q (7320.920000 sec): 3 clusters
  Score: Raw -742013.126690 + Penalty 2942.296050 = -739070.830640
  nChanged 41
		SP:Iteration 17Q (7321.050000 sec): 3 clusters
  Score: Raw -742021.247004 + Penalty 2942.296050 = -739078.950954
  nChanged 34
		SP:Iteration 18Q (7321.270000 sec): 3 clusters
  Score: Raw -742027.584841 + Penalty 2942.296050 = -739085.288791
  nChanged 26
		SP:Iteration 19Q (7321.490000 sec): 3 clusters
  Score: Raw -742033.121947 + Penalty 2942.296050 = -739090.825897
  nChanged 28
		SP:Iteration 20F (7321.680000 sec): 3 clusters
  Score: Raw -742038.657729 + Penalty 2942.296050 = -739096.361679
  nChanged 22
		SP:Iteration 21Q (7321.930000 sec): 3 clusters
  Score: Raw -742044.790217 + Penalty 2942.296050 = -739102.494167
  nChanged 19
		SP:Iteration 22Q (7322.100000 sec): 3 clusters
  Score: Raw -742050.010072 + Penalty 2942.296050 = -739107.714022
  nChanged 24
		SP:Iteration 23Q (7322.390000 sec): 3 clusters
  Score: Raw -742055.456062 + Penalty 2942.296050 = -739113.160012
  nChanged 20
		SP:Iteration 24Q (7322.630000 sec): 3 clusters
  Score: Raw -742059.590144 + Penalty 2942.296050 = -739117.294093
  nChanged 17
		SP:Iteration 25Q (7322.840000 sec): 3 clusters
  Score: Raw -742063.617460 + Penalty 2942.296050 = -739121.321410
  nChanged 21
		SP:Iteration 26Q (7323.080000 sec): 3 clusters
  Score: Raw -742068.721224 + Penalty 2942.296050 = -739126.425173
  nChanged 20
		SP:Iteration 27Q (7323.280000 sec): 3 clusters
  Score: Raw -742073.670262 + Penalty 2942.296050 = -739131.374212
  nChanged 20
		SP:Iteration 28Q (7323.490000 sec): 3 clusters
  Score: Raw -742078.002044 + Penalty 2942.296050 = -739135.705994
  nChanged 21
		SP:Iteration 29Q (7323.650000 sec): 3 clusters
  Score: Raw -742082.547532 + Penalty 2942.296050 = -739140.251482
  nChanged 24
		SP:Iteration 30Q (7323.900000 sec): 3 clusters
  Score: Raw -742089.240135 + Penalty 2942.296050 = -739146.944085
  nChanged 21
		SP:Iteration 31Q (7324.110000 sec): 3 clusters
  Score: Raw -742094.492497 + Penalty 2942.296050 = -739152.196447
  nChanged 23
		SP:Iteration 32Q (7324.270000 sec): 3 clusters
  Score: Raw -742100.627185 + Penalty 2942.296050 = -739158.331135
  nChanged 34
		SP:Iteration 33Q (7324.480000 sec): 3 clusters
  Score: Raw -742108.729365 + Penalty 2942.296050 = -739166.433315
  nChanged 23
		SP:Iteration 34Q (7324.690000 sec): 3 clusters
  Score: Raw -742114.970135 + Penalty 2942.296050 = -739172.674085
  nChanged 22
		SP:Iteration 35Q (7324.890000 sec): 3 clusters
  Score: Raw -742122.489509 + Penalty 2942.296050 = -739180.193458
  nChanged 32
		SP:Iteration 36Q (7325.080000 sec): 3 clusters
  Score: Raw -742131.892550 + Penalty 2942.296050 = -739189.596500
  nChanged 34
		SP:Iteration 37Q (7325.280000 sec): 3 clusters
  Score: Raw -742141.371526 + Penalty 2942.296050 = -739199.075476
  nChanged 33
		SP:Iteration 38Q (7325.510000 sec): 3 clusters
  Score: Raw -742152.658497 + Penalty 2942.296050 = -739210.362447
  nChanged 42
		SP:Iteration 39Q (7325.720000 sec): 3 clusters
  Score: Raw -742170.688114 + Penalty 2942.296050 = -739228.392064
  nChanged 58
		SP:Iteration 40F (7325.940000 sec): 3 clusters
  Score: Raw -742198.312715 + Penalty 2942.296050 = -739256.016664
  nChanged 48
		SP:Iteration 41Q (7326.160000 sec): 3 clusters
  Score: Raw -742220.225712 + Penalty 2942.296050 = -739277.929662
  nChanged 48
		SP:Iteration 42Q (7326.350000 sec): 3 clusters
  Score: Raw -742243.069809 + Penalty 2942.296050 = -739300.773759
  nChanged 58
		SP:Iteration 43Q (7326.590000 sec): 3 clusters
  Score: Raw -742272.122948 + Penalty 2942.296050 = -739329.826898
  nChanged 49
		SP:Iteration 44Q (7326.780000 sec): 3 clusters
  Score: Raw -742292.526391 + Penalty 2942.296050 = -739350.230341
  nChanged 30
		SP:Iteration 45Q (7327.040000 sec): 3 clusters
  Score: Raw -742303.472975 + Penalty 2942.296050 = -739361.176924
  nChanged 27
		SP:Iteration 46Q (7327.200000 sec): 3 clusters
  Score: Raw -742312.091952 + Penalty 2942.296050 = -739369.795902
  nChanged 21
		SP:Iteration 47Q (7327.440000 sec): 3 clusters
  Score: Raw -742319.633601 + Penalty 2942.296050 = -739377.337551
  nChanged 15
		SP:Iteration 48Q (7327.670000 sec): 3 clusters
  Score: Raw -742325.549399 + Penalty 2942.296050 = -739383.253348
  nChanged 18
		SP:Iteration 49Q (7327.860000 sec): 3 clusters
  Score: Raw -742331.765685 + Penalty 2942.296050 = -739389.469635
  nChanged 13
		SP:Iteration 50Q (7328.080000 sec): 3 clusters
  Score: Raw -742337.643398 + Penalty 2942.296050 = -739395.347348
  nChanged 18
		SP:Iteration 51Q (7328.260000 sec): 3 clusters
  Score: Raw -742344.882898 + Penalty 2942.296050 = -739402.586848
  nChanged 13
		SP:Iteration 52Q (7328.480000 sec): 3 clusters
  Score: Raw -742348.838789 + Penalty 2942.296050 = -739406.542739
  nChanged 15
		SP:Iteration 53Q (7328.680000 sec): 3 clusters
  Score: Raw -742354.258286 + Penalty 2942.296050 = -739411.962236
  nChanged 20
		SP:Iteration 54Q (7328.880000 sec): 3 clusters
  Score: Raw -742362.259466 + Penalty 2942.296050 = -739419.963416
  nChanged 12
		SP:Iteration 55Q (7329.090000 sec): 3 clusters
  Score: Raw -742367.981619 + Penalty 2942.296050 = -739425.685569
  nChanged 16
		SP:Iteration 56Q (7329.280000 sec): 3 clusters
  Score: Raw -742374.604304 + Penalty 2942.296050 = -739432.308254
  nChanged 14
		SP:Iteration 57Q (7329.520000 sec): 3 clusters
  Score: Raw -742381.989457 + Penalty 2942.296050 = -739439.693406
  nChanged 23
		SP:Iteration 58Q (7329.700000 sec): 3 clusters
  Score: Raw -742392.096254 + Penalty 2942.296050 = -739449.800204
  nChanged 17
		SP:Iteration 59Q (7329.920000 sec): 3 clusters
  Score: Raw -742399.856537 + Penalty 2942.296050 = -739457.560487
  nChanged 14
		SP:Iteration 60F (7330.120000 sec): 3 clusters
  Score: Raw -742405.800549 + Penalty 2942.296050 = -739463.504499
  nChanged 9
		SP:Iteration 61Q (7330.340000 sec): 3 clusters
  Score: Raw -742409.859851 + Penalty 2942.296050 = -739467.563800
  nChanged 9
		SP:Iteration 62Q (7330.540000 sec): 3 clusters
  Score: Raw -742413.415990 + Penalty 2942.296050 = -739471.119940
  nChanged 7
		SP:Iteration 63Q (7330.730000 sec): 3 clusters
  Score: Raw -742415.578254 + Penalty 2942.296050 = -739473.282204
  nChanged 7
		SP:Iteration 64Q (7330.940000 sec): 3 clusters
  Score: Raw -742417.484823 + Penalty 2942.296050 = -739475.188772
  nChanged 7
		SP:Iteration 65Q (7331.150000 sec): 3 clusters
  Score: Raw -742419.500590 + Penalty 2942.296050 = -739477.204540
  nChanged 8
		SP:Iteration 66Q (7331.370000 sec): 3 clusters
  Score: Raw -742422.263961 + Penalty 2942.296050 = -739479.967911
  nChanged 9
		SP:Iteration 67Q (7331.560000 sec): 3 clusters
  Score: Raw -742425.399636 + Penalty 2942.296050 = -739483.103585
  nChanged 11
		SP:Iteration 68Q (7331.770000 sec): 3 clusters
  Score: Raw -742429.756442 + Penalty 2942.296050 = -739487.460392
  nChanged 17
		SP:Iteration 69Q (7331.980000 sec): 3 clusters
  Score: Raw -742439.014554 + Penalty 2942.296050 = -739496.718504
  nChanged 16
		SP:Iteration 70Q (7332.210000 sec): 3 clusters
  Score: Raw -742448.383648 + Penalty 2942.296050 = -739506.087598
  nChanged 16
		SP:Iteration 71Q (7332.420000 sec): 3 clusters
  Score: Raw -742458.236913 + Penalty 2942.296050 = -739515.940863
  nChanged 16
		SP:Iteration 72Q (7332.650000 sec): 3 clusters
  Score: Raw -742465.702236 + Penalty 2942.296050 = -739523.406186
  nChanged 10
		SP:Iteration 73Q (7332.860000 sec): 3 clusters
  Score: Raw -742468.372385 + Penalty 2942.296050 = -739526.076334
  nChanged 6
		SP:Iteration 74Q (7333.070000 sec): 3 clusters
  Score: Raw -742471.988629 + Penalty 2942.296050 = -739529.692579
  nChanged 9
		SP:Iteration 75Q (7333.260000 sec): 3 clusters
  Score: Raw -742475.865227 + Penalty 2942.296050 = -739533.569177
  nChanged 8
		SP:Iteration 76Q (7333.460000 sec): 3 clusters
  Score: Raw -742478.481683 + Penalty 2942.296050 = -739536.185633
  nChanged 7
		SP:Iteration 77Q (7333.680000 sec): 3 clusters
  Score: Raw -742481.117154 + Penalty 2942.296050 = -739538.821104
  nChanged 2
		SP:Iteration 78Q (7333.890000 sec): 3 clusters
  Score: Raw -742481.927793 + Penalty 2942.296050 = -739539.631743
  nChanged 4
		SP:Iteration 79Q (7334.120000 sec): 3 clusters
  Score: Raw -742483.053154 + Penalty 2942.296050 = -739540.757103
  nChanged 5
		SP:Iteration 80F (7334.320000 sec): 3 clusters
  Score: Raw -742484.450042 + Penalty 2942.296050 = -739542.153992
  nChanged 4
		SP:Iteration 81Q (7334.520000 sec): 3 clusters
  Score: Raw -742486.280777 + Penalty 2942.296050 = -739543.984727
  nChanged 3
		SP:Iteration 82Q (7334.740000 sec): 3 clusters
  Score: Raw -742487.600012 + Penalty 2942.296050 = -739545.303961
  nChanged 2
		SP:Iteration 83Q (7335.000000 sec): 3 clusters
  Score: Raw -742488.532355 + Penalty 2942.296050 = -739546.236305
  nChanged 4
		SP:Iteration 84Q (7335.220000 sec): 3 clusters
  Score: Raw -742490.434864 + Penalty 2942.296050 = -739548.138813
  nChanged 4
		SP:Iteration 85Q (7335.400000 sec): 3 clusters
  Score: Raw -742492.575807 + Penalty 2942.296050 = -739550.279757
  nChanged 5
		SP:Iteration 86Q (7335.570000 sec): 3 clusters
  Score: Raw -742495.359046 + Penalty 2942.296050 = -739553.062996
  nChanged 4
		SP:Iteration 87Q (7335.740000 sec): 3 clusters
  Score: Raw -742496.968218 + Penalty 2942.296050 = -739554.672167
  nChanged 5
		SP:Iteration 88Q (7335.910000 sec): 3 clusters
  Score: Raw -742499.127364 + Penalty 2942.296050 = -739556.831313
  nChanged 5
		SP:Iteration 89Q (7336.140000 sec): 3 clusters
  Score: Raw -742501.452979 + Penalty 2942.296050 = -739559.156929
  nChanged 6
		SP:Iteration 90Q (7336.290000 sec): 3 clusters
  Score: Raw -742503.275517 + Penalty 2942.296050 = -739560.979467
  nChanged 4
		SP:Iteration 91Q (7336.450000 sec): 3 clusters
  Score: Raw -742505.162901 + Penalty 2942.296050 = -739562.866851
  nChanged 2
		SP:Iteration 92Q (7336.630000 sec): 3 clusters
  Score: Raw -742505.943471 + Penalty 2942.296050 = -739563.647420
  nChanged 1
		SP:Iteration 93Q (7336.850000 sec): 3 clusters
  Score: Raw -742506.240773 + Penalty 2942.296050 = -739563.944723
  nChanged 1
		SP:Iteration 94Q (7337.030000 sec): 3 clusters
  Score: Raw -742506.957075 + Penalty 2942.296050 = -739564.661025
  nChanged 5
		SP:Iteration 95Q (7337.240000 sec): 3 clusters
  Score: Raw -742508.602049 + Penalty 2942.296050 = -739566.305999
  nChanged 4
		SP:Iteration 96Q (7337.420000 sec): 3 clusters
  Score: Raw -742510.460139 + Penalty 2942.296050 = -739568.164089
  nChanged 4
		SP:Iteration 97Q (7337.630000 sec): 3 clusters
  Score: Raw -742512.383473 + Penalty 2942.296050 = -739570.087423
  nChanged 5
		SP:Iteration 98Q (7337.840000 sec): 3 clusters
  Score: Raw -742515.569597 + Penalty 2942.296050 = -739573.273547
  nChanged 5
		SP:Iteration 99Q (7338.050000 sec): 3 clusters
  Score: Raw -742518.174513 + Penalty 2942.296050 = -739575.878463
  nChanged 6
		SP:Iteration 100F (7338.240000 sec): 3 clusters
  Score: Raw -742520.993035 + Penalty 2942.296050 = -739578.696985
  nChanged 2
		SP:Iteration 101Q (7338.400000 sec): 3 clusters
  Score: Raw -742521.927138 + Penalty 2942.296050 = -739579.631088
  nChanged 0
		SP:Iteration 102F (7338.670000 sec): 3 clusters
  Score: Raw -742521.927138 + Penalty 2942.296050 = -739579.631088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7338.750000 sec): 2 clusters
  Score: Raw -396237.275209 + Penalty 1385.145154 = -394852.130055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7338.980000 sec): 3 clusters
  Score: Raw -393630.483471 + Penalty 2770.290307 = -390860.193164
  nChanged 2027
		SP:Iteration 1F (7339.160000 sec): 3 clusters
  Score: Raw -394732.358647 + Penalty 2770.290307 = -391962.068340
  nChanged 398
		SP:Iteration 2F (7339.370000 sec): 3 clusters
  Score: Raw -394972.494961 + Penalty 2770.290307 = -392202.204654
  nChanged 314
		SP:Iteration 3F (7339.580000 sec): 3 clusters
  Score: Raw -395125.669185 + Penalty 2770.290307 = -392355.378878
  nChanged 239
		SP:Iteration 4Q (7339.810000 sec): 3 clusters
  Score: Raw -395242.779811 + Penalty 2770.290307 = -392472.489504
  nChanged 191
		SP:Iteration 5Q (7339.960000 sec): 3 clusters
  Score: Raw -395335.816021 + Penalty 2770.290307 = -392565.525714
  nChanged 174
		SP:Iteration 6Q (7340.180000 sec): 3 clusters
  Score: Raw -395423.329530 + Penalty 2770.290307 = -392653.039223
  nChanged 180
		SP:Iteration 7Q (7340.400000 sec): 3 clusters
  Score: Raw -395517.911974 + Penalty 2770.290307 = -392747.621667
  nChanged 177
		SP:Iteration 8Q (7340.580000 sec): 3 clusters
  Score: Raw -395606.989374 + Penalty 2770.290307 = -392836.699067
  nChanged 169
		SP:Iteration 9Q (7340.810000 sec): 3 clusters
  Score: Raw -395696.739854 + Penalty 2770.290307 = -392926.449547
  nChanged 164
		SP:Iteration 10Q (7340.990000 sec): 3 clusters
  Score: Raw -395792.808136 + Penalty 2770.290307 = -393022.517829
  nChanged 176
		SP:Iteration 11Q (7341.180000 sec): 3 clusters
  Score: Raw -395889.920881 + Penalty 2770.290307 = -393119.630573
  nChanged 148
		SP:Iteration 12Q (7341.440000 sec): 3 clusters
  Score: Raw -395967.533925 + Penalty 2770.290307 = -393197.243618
  nChanged 149
		SP:Iteration 13Q (7341.610000 sec): 3 clusters
  Score: Raw -396052.603072 + Penalty 2770.290307 = -393282.312765
  nChanged 121
		SP:Iteration 14Q (7341.790000 sec): 3 clusters
  Score: Raw -396115.484134 + Penalty 2770.290307 = -393345.193827
  nChanged 111
		SP:Iteration 15Q (7341.980000 sec): 3 clusters
  Score: Raw -396175.710477 + Penalty 2770.290307 = -393405.420170
  nChanged 102
		SP:Iteration 16Q (7342.170000 sec): 3 clusters
  Score: Raw -396226.156033 + Penalty 2770.290307 = -393455.865726
  nChanged 86
		SP:Iteration 17Q (7342.360000 sec): 3 clusters
  Score: Raw -396266.552574 + Penalty 2770.290307 = -393496.262267
  nChanged 67
		SP:Iteration 18Q (7342.570000 sec): 3 clusters
  Score: Raw -396294.515177 + Penalty 2770.290307 = -393524.224869
  nChanged 47
		SP:Iteration 19Q (7342.740000 sec): 3 clusters
  Score: Raw -396314.484765 + Penalty 2770.290307 = -393544.194458
  nChanged 41
		SP:Iteration 20F (7342.900000 sec): 3 clusters
  Score: Raw -396332.745977 + Penalty 2770.290307 = -393562.455670
  nChanged 37
		SP:Iteration 21Q (7343.130000 sec): 3 clusters
  Score: Raw -396351.646198 + Penalty 2770.290307 = -393581.355891
  nChanged 43
		SP:Iteration 22Q (7343.290000 sec): 3 clusters
  Score: Raw -396370.196134 + Penalty 2770.290307 = -393599.905827
  nChanged 27
		SP:Iteration 23Q (7343.500000 sec): 3 clusters
  Score: Raw -396381.562690 + Penalty 2770.290307 = -393611.272383
  nChanged 29
		SP:Iteration 24Q (7343.690000 sec): 3 clusters
  Score: Raw -396393.678620 + Penalty 2770.290307 = -393623.388313
  nChanged 20
		SP:Iteration 25Q (7343.870000 sec): 3 clusters
  Score: Raw -396401.173681 + Penalty 2770.290307 = -393630.883374
  nChanged 16
		SP:Iteration 26Q (7344.060000 sec): 3 clusters
  Score: Raw -396407.905061 + Penalty 2770.290307 = -393637.614754
  nChanged 18
		SP:Iteration 27Q (7344.260000 sec): 3 clusters
  Score: Raw -396414.790010 + Penalty 2770.290307 = -393644.499702
  nChanged 9
		SP:Iteration 28Q (7344.430000 sec): 3 clusters
  Score: Raw -396417.552274 + Penalty 2770.290307 = -393647.261967
  nChanged 12
		SP:Iteration 29Q (7344.640000 sec): 3 clusters
  Score: Raw -396421.282385 + Penalty 2770.290307 = -393650.992078
  nChanged 5
		SP:Iteration 30Q (7344.820000 sec): 3 clusters
  Score: Raw -396423.004547 + Penalty 2770.290307 = -393652.714240
  nChanged 4
		SP:Iteration 31Q (7345.040000 sec): 3 clusters
  Score: Raw -396425.429378 + Penalty 2770.290307 = -393655.139071
  nChanged 2
		SP:Iteration 32Q (7345.260000 sec): 3 clusters
  Score: Raw -396426.009370 + Penalty 2770.290307 = -393655.719063
  nChanged 1
		SP:Iteration 33Q (7345.460000 sec): 3 clusters
  Score: Raw -396426.352945 + Penalty 2770.290307 = -393656.062638
  nChanged 0
		SP:Iteration 34F (7345.630000 sec): 3 clusters
  Score: Raw -396426.352945 + Penalty 2770.290307 = -393656.062638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7345.720000 sec): 2 clusters
  Score: Raw -291302.816700 + Penalty 1340.640885 = -289962.175816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7345.920000 sec): 3 clusters
  Score: Raw -289373.867321 + Penalty 2681.281770 = -286692.585552
  nChanged 1539
		SP:Iteration 1F (7346.090000 sec): 3 clusters
  Score: Raw -290405.176394 + Penalty 2681.281770 = -287723.894625
  nChanged 385
		SP:Iteration 2F (7346.310000 sec): 3 clusters
  Score: Raw -290721.783528 + Penalty 2681.281770 = -288040.501758
  nChanged 289
		SP:Iteration 3F (7346.530000 sec): 3 clusters
  Score: Raw -290952.720742 + Penalty 2681.281770 = -288271.438972
  nChanged 231
		SP:Iteration 4F (7346.710000 sec): 3 clusters
  Score: Raw -291140.357438 + Penalty 2681.281770 = -288459.075668
  nChanged 191
		SP:Iteration 5Q (7346.960000 sec): 3 clusters
  Score: Raw -291265.291458 + Penalty 2681.281770 = -288584.009688
  nChanged 119
		SP:Iteration 6Q (7347.160000 sec): 3 clusters
  Score: Raw -291329.774314 + Penalty 2681.281770 = -288648.492544
  nChanged 89
		SP:Iteration 7Q (7347.330000 sec): 3 clusters
  Score: Raw -291373.830126 + Penalty 2681.281770 = -288692.548356
  nChanged 66
		SP:Iteration 8Q (7347.530000 sec): 3 clusters
  Score: Raw -291406.127392 + Penalty 2681.281770 = -288724.845622
  nChanged 55
		SP:Iteration 9Q (7347.720000 sec): 3 clusters
  Score: Raw -291432.890885 + Penalty 2681.281770 = -288751.609116
  nChanged 51
		SP:Iteration 10Q (7347.910000 sec): 3 clusters
  Score: Raw -291455.099390 + Penalty 2681.281770 = -288773.817620
  nChanged 45
		SP:Iteration 11Q (7348.090000 sec): 3 clusters
  Score: Raw -291473.858205 + Penalty 2681.281770 = -288792.576435
  nChanged 42
		SP:Iteration 12Q (7348.320000 sec): 3 clusters
  Score: Raw -291492.249105 + Penalty 2681.281770 = -288810.967336
  nChanged 43
		SP:Iteration 13Q (7348.490000 sec): 3 clusters
  Score: Raw -291511.119411 + Penalty 2681.281770 = -288829.837642
  nChanged 38
		SP:Iteration 14Q (7348.680000 sec): 3 clusters
  Score: Raw -291531.619328 + Penalty 2681.281770 = -288850.337559
  nChanged 36
		SP:Iteration 15Q (7348.860000 sec): 3 clusters
  Score: Raw -291546.668977 + Penalty 2681.281770 = -288865.387208
  nChanged 27
		SP:Iteration 16Q (7349.050000 sec): 3 clusters
  Score: Raw -291558.898040 + Penalty 2681.281770 = -288877.616270
  nChanged 24
		SP:Iteration 17Q (7349.210000 sec): 3 clusters
  Score: Raw -291567.665966 + Penalty 2681.281770 = -288886.384196
  nChanged 23
		SP:Iteration 18Q (7349.380000 sec): 3 clusters
  Score: Raw -291577.547167 + Penalty 2681.281770 = -288896.265398
  nChanged 17
		SP:Iteration 19Q (7349.580000 sec): 3 clusters
  Score: Raw -291583.770542 + Penalty 2681.281770 = -288902.488772
  nChanged 15
		SP:Iteration 20F (7349.730000 sec): 3 clusters
  Score: Raw -291589.646958 + Penalty 2681.281770 = -288908.365188
  nChanged 19
		SP:Iteration 21Q (7349.930000 sec): 3 clusters
  Score: Raw -291596.721886 + Penalty 2681.281770 = -288915.440117
  nChanged 12
		SP:Iteration 22Q (7350.120000 sec): 3 clusters
  Score: Raw -291602.522555 + Penalty 2681.281770 = -288921.240786
  nChanged 20
		SP:Iteration 23Q (7350.310000 sec): 3 clusters
  Score: Raw -291609.559116 + Penalty 2681.281770 = -288928.277346
  nChanged 12
		SP:Iteration 24Q (7350.540000 sec): 3 clusters
  Score: Raw -291613.451423 + Penalty 2681.281770 = -288932.169654
  nChanged 11
		SP:Iteration 25Q (7350.700000 sec): 3 clusters
  Score: Raw -291618.278544 + Penalty 2681.281770 = -288936.996774
  nChanged 10
		SP:Iteration 26Q (7350.860000 sec): 3 clusters
  Score: Raw -291622.225393 + Penalty 2681.281770 = -288940.943624
  nChanged 12
		SP:Iteration 27Q (7350.990000 sec): 3 clusters
  Score: Raw -291626.222259 + Penalty 2681.281770 = -288944.940489
  nChanged 5
		SP:Iteration 28Q (7351.200000 sec): 3 clusters
  Score: Raw -291628.474173 + Penalty 2681.281770 = -288947.192403
  nChanged 7
		SP:Iteration 29Q (7351.360000 sec): 3 clusters
  Score: Raw -291631.384131 + Penalty 2681.281770 = -288950.102361
  nChanged 8
		SP:Iteration 30Q (7351.550000 sec): 3 clusters
  Score: Raw -291633.687370 + Penalty 2681.281770 = -288952.405600
  nChanged 9
		SP:Iteration 31Q (7351.700000 sec): 3 clusters
  Score: Raw -291636.199889 + Penalty 2681.281770 = -288954.918119
  nChanged 6
		SP:Iteration 32Q (7351.830000 sec): 3 clusters
  Score: Raw -291639.611074 + Penalty 2681.281770 = -288958.329304
  nChanged 12
		SP:Iteration 33Q (7352.000000 sec): 3 clusters
  Score: Raw -291643.610258 + Penalty 2681.281770 = -288962.328489
  nChanged 7
		SP:Iteration 34Q (7352.190000 sec): 3 clusters
  Score: Raw -291645.676196 + Penalty 2681.281770 = -288964.394427
  nChanged 4
		SP:Iteration 35Q (7352.380000 sec): 3 clusters
  Score: Raw -291647.538136 + Penalty 2681.281770 = -288966.256366
  nChanged 6
		SP:Iteration 36Q (7352.570000 sec): 3 clusters
  Score: Raw -291650.335554 + Penalty 2681.281770 = -288969.053784
  nChanged 4
		SP:Iteration 37Q (7352.780000 sec): 3 clusters
  Score: Raw -291651.341545 + Penalty 2681.281770 = -288970.059775
  nChanged 3
		SP:Iteration 38Q (7353.000000 sec): 3 clusters
  Score: Raw -291652.191031 + Penalty 2681.281770 = -288970.909261
  nChanged 0
		SP:Iteration 39F (7353.170000 sec): 3 clusters
  Score: Raw -291652.191031 + Penalty 2681.281770 = -288970.909261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (8954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7353.310000 sec): 2 clusters
  Score: Raw -763442.268703 + Penalty 1478.726541 = -761963.542161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7353.510000 sec): 3 clusters
  Score: Raw -758512.623228 + Penalty 2957.453083 = -755555.170146
  nChanged 3742
		SP:Iteration 1F (7353.740000 sec): 3 clusters
  Score: Raw -760562.459185 + Penalty 2957.453083 = -757605.006103
  nChanged 639
		SP:Iteration 2F (7353.970000 sec): 3 clusters
  Score: Raw -760880.727967 + Penalty 2957.453083 = -757923.274884
  nChanged 517
		SP:Iteration 3F (7354.160000 sec): 3 clusters
  Score: Raw -761179.047084 + Penalty 2957.453083 = -758221.594001
  nChanged 521
		SP:Iteration 4F (7354.360000 sec): 3 clusters
  Score: Raw -761512.178475 + Penalty 2957.453083 = -758554.725392
  nChanged 525
		SP:Iteration 5F (7354.520000 sec): 3 clusters
  Score: Raw -761847.441260 + Penalty 2957.453083 = -758889.988177
  nChanged 476
		SP:Iteration 6F (7354.780000 sec): 3 clusters
  Score: Raw -762200.698744 + Penalty 2957.453083 = -759243.245661
  nChanged 473
		SP:Iteration 7F (7355.000000 sec): 3 clusters
  Score: Raw -762565.805884 + Penalty 2957.453083 = -759608.352801
  nChanged 407
		SP:Iteration 8Q (7355.200000 sec): 3 clusters
  Score: Raw -762893.054330 + Penalty 2957.453083 = -759935.601247
  nChanged 293
		SP:Iteration 9Q (7355.420000 sec): 3 clusters
  Score: Raw -763168.327384 + Penalty 2957.453083 = -760210.874301
  nChanged 218
		SP:Iteration 10Q (7355.650000 sec): 3 clusters
  Score: Raw -763396.717626 + Penalty 2957.453083 = -760439.264543
  nChanged 161
		SP:Iteration 11Q (7355.840000 sec): 3 clusters
  Score: Raw -763585.590604 + Penalty 2957.453083 = -760628.137522
  nChanged 113
		SP:Iteration 12Q (7356.060000 sec): 3 clusters
  Score: Raw -763704.060345 + Penalty 2957.453083 = -760746.607263
  nChanged 67
		SP:Iteration 13Q (7356.300000 sec): 3 clusters
  Score: Raw -763774.638370 + Penalty 2957.453083 = -760817.185287
  nChanged 53
		SP:Iteration 14Q (7356.500000 sec): 3 clusters
  Score: Raw -763819.311650 + Penalty 2957.453083 = -760861.858567
  nChanged 38
		SP:Iteration 15Q (7356.710000 sec): 3 clusters
  Score: Raw -763851.710419 + Penalty 2957.453083 = -760894.257336
  nChanged 26
		SP:Iteration 16Q (7356.910000 sec): 3 clusters
  Score: Raw -763876.073188 + Penalty 2957.453083 = -760918.620106
  nChanged 26
		SP:Iteration 17Q (7357.120000 sec): 3 clusters
  Score: Raw -763894.428336 + Penalty 2957.453083 = -760936.975254
  nChanged 23
		SP:Iteration 18Q (7357.320000 sec): 3 clusters
  Score: Raw -763911.669789 + Penalty 2957.453083 = -760954.216707
  nChanged 16
		SP:Iteration 19Q (7357.540000 sec): 3 clusters
  Score: Raw -763920.707471 + Penalty 2957.453083 = -760963.254388
  nChanged 13
		SP:Iteration 20F (7357.740000 sec): 3 clusters
  Score: Raw -763929.852095 + Penalty 2957.453083 = -760972.399012
  nChanged 10
		SP:Iteration 21Q (7357.920000 sec): 3 clusters
  Score: Raw -763937.898258 + Penalty 2957.453083 = -760980.445175
  nChanged 9
		SP:Iteration 22Q (7358.120000 sec): 3 clusters
  Score: Raw -763943.827386 + Penalty 2957.453083 = -760986.374303
  nChanged 10
		SP:Iteration 23Q (7358.330000 sec): 3 clusters
  Score: Raw -763948.752801 + Penalty 2957.453083 = -760991.299719
  nChanged 8
		SP:Iteration 24Q (7358.570000 sec): 3 clusters
  Score: Raw -763952.141609 + Penalty 2957.453083 = -760994.688526
  nChanged 3
		SP:Iteration 25Q (7358.740000 sec): 3 clusters
  Score: Raw -763954.280839 + Penalty 2957.453083 = -760996.827757
  nChanged 2
		SP:Iteration 26Q (7358.960000 sec): 3 clusters
  Score: Raw -763954.627441 + Penalty 2957.453083 = -760997.174359
  nChanged 0
		SP:Iteration 27F (7359.250000 sec): 3 clusters
  Score: Raw -763954.627441 + Penalty 2957.453083 = -760997.174359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7359.310000 sec): 2 clusters
  Score: Raw -60093.762895 + Penalty 1100.439528 = -58993.323367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7359.520000 sec): 3 clusters
  Score: Raw -59891.256146 + Penalty 2200.879056 = -57690.377090
  nChanged 255
		SP:Iteration 1F (7359.740000 sec): 3 clusters
  Score: Raw -60143.583048 + Penalty 2200.879056 = -57942.703993
  nChanged 58
		SP:Iteration 2F (7359.900000 sec): 3 clusters
  Score: Raw -60222.012204 + Penalty 2200.879056 = -58021.133149
  nChanged 38
		SP:Iteration 3Q (7360.110000 sec): 3 clusters
  Score: Raw -60264.004882 + Penalty 2200.879056 = -58063.125826
  nChanged 29
		SP:Iteration 4Q (7360.300000 sec): 3 clusters
  Score: Raw -60296.264061 + Penalty 2200.879056 = -58095.385006
  nChanged 23
		SP:Iteration 5Q (7360.490000 sec): 3 clusters
  Score: Raw -60331.896613 + Penalty 2200.879056 = -58131.017557
  nChanged 29
		SP:Iteration 6Q (7360.680000 sec): 3 clusters
  Score: Raw -60374.182931 + Penalty 2200.879056 = -58173.303876
  nChanged 25
		SP:Iteration 7Q (7360.870000 sec): 3 clusters
  Score: Raw -60412.980831 + Penalty 2200.879056 = -58212.101775
  nChanged 20
		SP:Iteration 8Q (7361.080000 sec): 3 clusters
  Score: Raw -60447.346326 + Penalty 2200.879056 = -58246.467270
  nChanged 19
		SP:Iteration 9Q (7361.260000 sec): 3 clusters
  Score: Raw -60471.610666 + Penalty 2200.879056 = -58270.731610
  nChanged 13
		SP:Iteration 10Q (7361.440000 sec): 3 clusters
  Score: Raw -60485.356277 + Penalty 2200.879056 = -58284.477222
  nChanged 10
		SP:Iteration 11Q (7361.580000 sec): 3 clusters
  Score: Raw -60495.822275 + Penalty 2200.879056 = -58294.943219
  nChanged 6
		SP:Iteration 12Q (7361.750000 sec): 3 clusters
  Score: Raw -60500.675417 + Penalty 2200.879056 = -58299.796361
  nChanged 4
		SP:Iteration 13Q (7361.900000 sec): 3 clusters
  Score: Raw -60504.431071 + Penalty 2200.879056 = -58303.552016
  nChanged 6
		SP:Iteration 14Q (7362.060000 sec): 3 clusters
  Score: Raw -60517.369897 + Penalty 2200.879056 = -58316.490841
  nChanged 17
		SP:Iteration 15Q (7362.220000 sec): 3 clusters
  Score: Raw -60550.251775 + Penalty 2200.879056 = -58349.372720
  nChanged 14
		SP:Iteration 16Q (7362.390000 sec): 3 clusters
  Score: Raw -60576.564537 + Penalty 2200.879056 = -58375.685482
  nChanged 12
		SP:Iteration 17Q (7362.500000 sec): 3 clusters
  Score: Raw -60597.809787 + Penalty 2200.879056 = -58396.930731
  nChanged 18
		SP:Iteration 18Q (7362.610000 sec): 3 clusters
  Score: Raw -60634.003596 + Penalty 2200.879056 = -58433.124540
  nChanged 14
		SP:Iteration 19Q (7362.740000 sec): 3 clusters
  Score: Raw -60678.096724 + Penalty 2200.879056 = -58477.217668
  nChanged 8
		SP:Iteration 20F (7362.920000 sec): 3 clusters
  Score: Raw -60697.879001 + Penalty 2200.879056 = -58496.999945
  nChanged 9
		SP:Iteration 21Q (7363.110000 sec): 3 clusters
  Score: Raw -60710.287631 + Penalty 2200.879056 = -58509.408575
  nChanged 10
		SP:Iteration 22Q (7363.240000 sec): 3 clusters
  Score: Raw -60725.344948 + Penalty 2200.879056 = -58524.465893
  nChanged 5
		SP:Iteration 23Q (7363.470000 sec): 3 clusters
  Score: Raw -60731.698378 + Penalty 2200.879056 = -58530.819322
  nChanged 6
		SP:Iteration 24Q (7363.660000 sec): 3 clusters
  Score: Raw -60743.689942 + Penalty 2200.879056 = -58542.810886
  nChanged 4
		SP:Iteration 25Q (7363.810000 sec): 3 clusters
  Score: Raw -60748.306780 + Penalty 2200.879056 = -58547.427725
  nChanged 5
		SP:Iteration 26Q (7363.990000 sec): 3 clusters
  Score: Raw -60762.386814 + Penalty 2200.879056 = -58561.507759
  nChanged 2
		SP:Iteration 27Q (7364.150000 sec): 3 clusters
  Score: Raw -60765.987176 + Penalty 2200.879056 = -58565.108120
  nChanged 2
		SP:Iteration 28Q (7364.350000 sec): 3 clusters
  Score: Raw -60767.781382 + Penalty 2200.879056 = -58566.902326
  nChanged 0
		SP:Iteration 29F (7364.470000 sec): 3 clusters
  Score: Raw -60767.781382 + Penalty 2200.879056 = -58566.902326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7364.570000 sec): 2 clusters
  Score: Raw -332207.172261 + Penalty 1365.435468 = -330841.736792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7364.770000 sec): 3 clusters
  Score: Raw -329928.345231 + Penalty 2730.870937 = -327197.474294
  nChanged 1792
		SP:Iteration 1F (7364.940000 sec): 3 clusters
  Score: Raw -331098.811669 + Penalty 2730.870937 = -328367.940732
  nChanged 376
		SP:Iteration 2F (7365.170000 sec): 3 clusters
  Score: Raw -331373.787283 + Penalty 2730.870937 = -328642.916347
  nChanged 282
		SP:Iteration 3F (7365.350000 sec): 3 clusters
  Score: Raw -331588.498190 + Penalty 2730.870937 = -328857.627253
  nChanged 223
		SP:Iteration 4F (7365.550000 sec): 3 clusters
  Score: Raw -331753.323212 + Penalty 2730.870937 = -329022.452276
  nChanged 196
		SP:Iteration 5Q (7365.770000 sec): 3 clusters
  Score: Raw -331887.957631 + Penalty 2730.870937 = -329157.086694
  nChanged 177
		SP:Iteration 6Q (7365.940000 sec): 3 clusters
  Score: Raw -331998.330908 + Penalty 2730.870937 = -329267.459971
  nChanged 144
		SP:Iteration 7Q (7366.130000 sec): 3 clusters
  Score: Raw -332083.434173 + Penalty 2730.870937 = -329352.563236
  nChanged 138
		SP:Iteration 8Q (7366.300000 sec): 3 clusters
  Score: Raw -332171.509866 + Penalty 2730.870937 = -329440.638930
  nChanged 138
		SP:Iteration 9Q (7366.520000 sec): 3 clusters
  Score: Raw -332252.835064 + Penalty 2730.870937 = -329521.964127
  nChanged 124
		SP:Iteration 10Q (7366.700000 sec): 3 clusters
  Score: Raw -332337.064914 + Penalty 2730.870937 = -329606.193977
  nChanged 125
		SP:Iteration 11Q (7366.970000 sec): 3 clusters
  Score: Raw -332424.371324 + Penalty 2730.870937 = -329693.500387
  nChanged 115
		SP:Iteration 12Q (7367.100000 sec): 3 clusters
  Score: Raw -332526.111370 + Penalty 2730.870937 = -329795.240433
  nChanged 109
		SP:Iteration 13Q (7367.280000 sec): 3 clusters
  Score: Raw -332635.869967 + Penalty 2730.870937 = -329904.999031
  nChanged 103
		SP:Iteration 14Q (7367.530000 sec): 3 clusters
  Score: Raw -332727.579184 + Penalty 2730.870937 = -329996.708247
  nChanged 74
		SP:Iteration 15Q (7367.780000 sec): 3 clusters
  Score: Raw -332795.796447 + Penalty 2730.870937 = -330064.925511
  nChanged 66
		SP:Iteration 16Q (7367.950000 sec): 3 clusters
  Score: Raw -332865.478912 + Penalty 2730.870937 = -330134.607976
  nChanged 55
		SP:Iteration 17Q (7368.130000 sec): 3 clusters
  Score: Raw -332926.003492 + Penalty 2730.870937 = -330195.132555
  nChanged 51
		SP:Iteration 18Q (7368.320000 sec): 3 clusters
  Score: Raw -332969.451625 + Penalty 2730.870937 = -330238.580688
  nChanged 33
		SP:Iteration 19Q (7368.500000 sec): 3 clusters
  Score: Raw -333001.433839 + Penalty 2730.870937 = -330270.562902
  nChanged 27
		SP:Iteration 20F (7368.720000 sec): 3 clusters
  Score: Raw -333019.837448 + Penalty 2730.870937 = -330288.966512
  nChanged 20
		SP:Iteration 21Q (7368.910000 sec): 3 clusters
  Score: Raw -333033.179771 + Penalty 2730.870937 = -330302.308835
  nChanged 12
		SP:Iteration 22Q (7369.100000 sec): 3 clusters
  Score: Raw -333037.231235 + Penalty 2730.870937 = -330306.360299
  nChanged 8
		SP:Iteration 23Q (7369.290000 sec): 3 clusters
  Score: Raw -333040.730992 + Penalty 2730.870937 = -330309.860056
  nChanged 3
		SP:Iteration 24Q (7369.490000 sec): 3 clusters
  Score: Raw -333042.463555 + Penalty 2730.870937 = -330311.592619
  nChanged 6
		SP:Iteration 25Q (7369.710000 sec): 3 clusters
  Score: Raw -333046.336282 + Penalty 2730.870937 = -330315.465346
  nChanged 6
		SP:Iteration 26Q (7369.930000 sec): 3 clusters
  Score: Raw -333049.394161 + Penalty 2730.870937 = -330318.523225
  nChanged 2
		SP:Iteration 27Q (7370.100000 sec): 3 clusters
  Score: Raw -333050.547450 + Penalty 2730.870937 = -330319.676513
  nChanged 1
		SP:Iteration 28Q (7370.330000 sec): 3 clusters
  Score: Raw -333050.852960 + Penalty 2730.870937 = -330319.982023
  nChanged 1
		SP:Iteration 29Q (7370.510000 sec): 3 clusters
  Score: Raw -333051.379810 + Penalty 2730.870937 = -330320.508873
  nChanged 2
		SP:Iteration 30Q (7370.710000 sec): 3 clusters
  Score: Raw -333053.275142 + Penalty 2730.870937 = -330322.404206
  nChanged 3
		SP:Iteration 31Q (7370.890000 sec): 3 clusters
  Score: Raw -333055.120846 + Penalty 2730.870937 = -330324.249910
  nChanged 2
		SP:Iteration 32Q (7371.120000 sec): 3 clusters
  Score: Raw -333056.807491 + Penalty 2730.870937 = -330325.936554
  nChanged 1
		SP:Iteration 33Q (7371.310000 sec): 3 clusters
  Score: Raw -333057.039911 + Penalty 2730.870937 = -330326.168974
  nChanged 1
		SP:Iteration 34Q (7371.490000 sec): 3 clusters
  Score: Raw -333057.342679 + Penalty 2730.870937 = -330326.471743
  nChanged 0
		SP:Iteration 35F (7371.650000 sec): 3 clusters
  Score: Raw -333057.342679 + Penalty 2730.870937 = -330326.471743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7371.790000 sec): 2 clusters
  Score: Raw -28417.947739 + Penalty 967.402042 = -27450.545698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7371.920000 sec): 3 clusters
  Score: Raw -28435.973550 + Penalty 1934.804084 = -26501.169466
  nChanged 79
		SP:Iteration 1F (7372.130000 sec): 3 clusters
  Score: Raw -28584.221862 + Penalty 1934.804084 = -26649.417778
  nChanged 24
		SP:Iteration 2F (7372.290000 sec): 3 clusters
  Score: Raw -28651.754626 + Penalty 1934.804084 = -26716.950543
  nChanged 16
		SP:Iteration 3Q (7372.500000 sec): 3 clusters
  Score: Raw -28703.412769 + Penalty 1934.804084 = -26768.608686
  nChanged 11
		SP:Iteration 4Q (7372.680000 sec): 3 clusters
  Score: Raw -28737.702594 + Penalty 1934.804084 = -26802.898511
  nChanged 5
		SP:Iteration 5Q (7372.850000 sec): 3 clusters
  Score: Raw -28749.433062 + Penalty 1934.804084 = -26814.628978
  nChanged 5
		SP:Iteration 6Q (7373.010000 sec): 3 clusters
  Score: Raw -28759.389992 + Penalty 1934.804084 = -26824.585908
  nChanged 3
		SP:Iteration 7Q (7373.150000 sec): 3 clusters
  Score: Raw -28764.509291 + Penalty 1934.804084 = -26829.705207
  nChanged 1
		SP:Iteration 8Q (7373.340000 sec): 3 clusters
  Score: Raw -28766.303577 + Penalty 1934.804084 = -26831.499493
  nChanged 2
		SP:Iteration 9Q (7373.520000 sec): 3 clusters
  Score: Raw -28771.973618 + Penalty 1934.804084 = -26837.169534
  nChanged 1
		SP:Iteration 10Q (7373.690000 sec): 3 clusters
  Score: Raw -28772.770111 + Penalty 1934.804084 = -26837.966027
  nChanged 0
		SP:Iteration 11F (7373.890000 sec): 3 clusters
  Score: Raw -28772.770111 + Penalty 1934.804084 = -26837.966027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7373.960000 sec): 2 clusters
  Score: Raw -261397.678043 + Penalty 1319.160203 = -260078.517840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7374.160000 sec): 3 clusters
  Score: Raw -259791.671599 + Penalty 2638.320406 = -257153.351193
  nChanged 1281
		SP:Iteration 1F (7374.350000 sec): 3 clusters
  Score: Raw -260602.896474 + Penalty 2638.320406 = -257964.576068
  nChanged 266
		SP:Iteration 2F (7374.530000 sec): 3 clusters
  Score: Raw -260804.370274 + Penalty 2638.320406 = -258166.049868
  nChanged 214
		SP:Iteration 3F (7374.700000 sec): 3 clusters
  Score: Raw -260954.596398 + Penalty 2638.320406 = -258316.275992
  nChanged 158
		SP:Iteration 4Q (7374.900000 sec): 3 clusters
  Score: Raw -261064.772585 + Penalty 2638.320406 = -258426.452178
  nChanged 132
		SP:Iteration 5Q (7375.030000 sec): 3 clusters
  Score: Raw -261141.348758 + Penalty 2638.320406 = -258503.028352
  nChanged 117
		SP:Iteration 6Q (7375.230000 sec): 3 clusters
  Score: Raw -261208.076077 + Penalty 2638.320406 = -258569.755671
  nChanged 109
		SP:Iteration 7Q (7375.340000 sec): 3 clusters
  Score: Raw -261273.672634 + Penalty 2638.320406 = -258635.352227
  nChanged 89
		SP:Iteration 8Q (7375.550000 sec): 3 clusters
  Score: Raw -261324.655012 + Penalty 2638.320406 = -258686.334606
  nChanged 71
		SP:Iteration 9Q (7375.780000 sec): 3 clusters
  Score: Raw -261359.455209 + Penalty 2638.320406 = -258721.134803
  nChanged 55
		SP:Iteration 10Q (7375.920000 sec): 3 clusters
  Score: Raw -261386.955728 + Penalty 2638.320406 = -258748.635322
  nChanged 49
		SP:Iteration 11Q (7376.140000 sec): 3 clusters
  Score: Raw -261407.364312 + Penalty 2638.320406 = -258769.043906
  nChanged 38
		SP:Iteration 12Q (7376.340000 sec): 3 clusters
  Score: Raw -261421.881253 + Penalty 2638.320406 = -258783.560846
  nChanged 33
		SP:Iteration 13Q (7376.500000 sec): 3 clusters
  Score: Raw -261436.718448 + Penalty 2638.320406 = -258798.398041
  nChanged 28
		SP:Iteration 14Q (7376.660000 sec): 3 clusters
  Score: Raw -261448.039860 + Penalty 2638.320406 = -258809.719454
  nChanged 26
		SP:Iteration 15Q (7376.900000 sec): 3 clusters
  Score: Raw -261456.220458 + Penalty 2638.320406 = -258817.900052
  nChanged 20
		SP:Iteration 16Q (7377.080000 sec): 3 clusters
  Score: Raw -261465.151602 + Penalty 2638.320406 = -258826.831195
  nChanged 23
		SP:Iteration 17Q (7377.290000 sec): 3 clusters
  Score: Raw -261474.609586 + Penalty 2638.320406 = -258836.289180
  nChanged 20
		SP:Iteration 18Q (7377.480000 sec): 3 clusters
  Score: Raw -261480.152174 + Penalty 2638.320406 = -258841.831768
  nChanged 11
		SP:Iteration 19Q (7377.680000 sec): 3 clusters
  Score: Raw -261483.199828 + Penalty 2638.320406 = -258844.879422
  nChanged 10
		SP:Iteration 20F (7377.880000 sec): 3 clusters
  Score: Raw -261486.945942 + Penalty 2638.320406 = -258848.625536
  nChanged 12
		SP:Iteration 21Q (7378.040000 sec): 3 clusters
  Score: Raw -261490.142426 + Penalty 2638.320406 = -258851.822020
  nChanged 8
		SP:Iteration 22Q (7378.230000 sec): 3 clusters
  Score: Raw -261493.279456 + Penalty 2638.320406 = -258854.959050
  nChanged 8
		SP:Iteration 23Q (7378.450000 sec): 3 clusters
  Score: Raw -261496.207943 + Penalty 2638.320406 = -258857.887537
  nChanged 9
		SP:Iteration 24Q (7378.580000 sec): 3 clusters
  Score: Raw -261499.492045 + Penalty 2638.320406 = -258861.171639
  nChanged 11
		SP:Iteration 25Q (7378.720000 sec): 3 clusters
  Score: Raw -261502.851160 + Penalty 2638.320406 = -258864.530753
  nChanged 4
		SP:Iteration 26Q (7378.940000 sec): 3 clusters
  Score: Raw -261503.651184 + Penalty 2638.320406 = -258865.330777
  nChanged 3
		SP:Iteration 27Q (7379.120000 sec): 3 clusters
  Score: Raw -261504.526984 + Penalty 2638.320406 = -258866.206578
  nChanged 5
		SP:Iteration 28Q (7379.300000 sec): 3 clusters
  Score: Raw -261505.652176 + Penalty 2638.320406 = -258867.331770
  nChanged 4
		SP:Iteration 29Q (7379.450000 sec): 3 clusters
  Score: Raw -261507.247754 + Penalty 2638.320406 = -258868.927347
  nChanged 2
		SP:Iteration 30Q (7379.620000 sec): 3 clusters
  Score: Raw -261508.139137 + Penalty 2638.320406 = -258869.818731
  nChanged 5
		SP:Iteration 31Q (7379.810000 sec): 3 clusters
  Score: Raw -261508.862978 + Penalty 2638.320406 = -258870.542572
  nChanged 4
		SP:Iteration 32Q (7379.990000 sec): 3 clusters
  Score: Raw -261509.380642 + Penalty 2638.320406 = -258871.060236
  nChanged 3
		SP:Iteration 33Q (7380.120000 sec): 3 clusters
  Score: Raw -261510.347955 + Penalty 2638.320406 = -258872.027549
  nChanged 3
		SP:Iteration 34Q (7380.230000 sec): 3 clusters
  Score: Raw -261511.262739 + Penalty 2638.320406 = -258872.942333
  nChanged 3
		SP:Iteration 35Q (7380.380000 sec): 3 clusters
  Score: Raw -261512.005569 + Penalty 2638.320406 = -258873.685163
  nChanged 2
		SP:Iteration 36Q (7380.560000 sec): 3 clusters
  Score: Raw -261512.232020 + Penalty 2638.320406 = -258873.911614
  nChanged 0
		SP:Iteration 37F (7380.760000 sec): 3 clusters
  Score: Raw -261512.232020 + Penalty 2638.320406 = -258873.911614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7380.840000 sec): 2 clusters
  Score: Raw -219426.471079 + Penalty 1300.220192 = -218126.250887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7381.010000 sec): 3 clusters
  Score: Raw -218000.472028 + Penalty 2600.440383 = -215400.031644
  nChanged 1134
		SP:Iteration 1F (7381.220000 sec): 3 clusters
  Score: Raw -218843.830596 + Penalty 2600.440383 = -216243.390212
  nChanged 293
		SP:Iteration 2F (7381.390000 sec): 3 clusters
  Score: Raw -219114.798794 + Penalty 2600.440383 = -216514.358411
  nChanged 181
		SP:Iteration 3F (7381.550000 sec): 3 clusters
  Score: Raw -219273.348740 + Penalty 2600.440383 = -216672.908357
  nChanged 143
		SP:Iteration 4Q (7381.720000 sec): 3 clusters
  Score: Raw -219385.028276 + Penalty 2600.440383 = -216784.587893
  nChanged 118
		SP:Iteration 5Q (7381.930000 sec): 3 clusters
  Score: Raw -219462.258675 + Penalty 2600.440383 = -216861.818292
  nChanged 100
		SP:Iteration 6Q (7382.110000 sec): 3 clusters
  Score: Raw -219513.751139 + Penalty 2600.440383 = -216913.310755
  nChanged 71
		SP:Iteration 7Q (7382.330000 sec): 3 clusters
  Score: Raw -219555.551610 + Penalty 2600.440383 = -216955.111227
  nChanged 68
		SP:Iteration 8Q (7382.560000 sec): 3 clusters
  Score: Raw -219590.924265 + Penalty 2600.440383 = -216990.483882
  nChanged 50
		SP:Iteration 9Q (7382.740000 sec): 3 clusters
  Score: Raw -219615.750432 + Penalty 2600.440383 = -217015.310049
  nChanged 52
		SP:Iteration 10Q (7382.890000 sec): 3 clusters
  Score: Raw -219647.578998 + Penalty 2600.440383 = -217047.138614
  nChanged 53
		SP:Iteration 11Q (7383.070000 sec): 3 clusters
  Score: Raw -219671.926112 + Penalty 2600.440383 = -217071.485729
  nChanged 46
		SP:Iteration 12Q (7383.260000 sec): 3 clusters
  Score: Raw -219694.581783 + Penalty 2600.440383 = -217094.141400
  nChanged 46
		SP:Iteration 13Q (7383.440000 sec): 3 clusters
  Score: Raw -219717.910890 + Penalty 2600.440383 = -217117.470507
  nChanged 35
		SP:Iteration 14Q (7383.620000 sec): 3 clusters
  Score: Raw -219733.200123 + Penalty 2600.440383 = -217132.759740
  nChanged 34
		SP:Iteration 15Q (7383.830000 sec): 3 clusters
  Score: Raw -219749.796808 + Penalty 2600.440383 = -217149.356425
  nChanged 33
		SP:Iteration 16Q (7383.970000 sec): 3 clusters
  Score: Raw -219766.075884 + Penalty 2600.440383 = -217165.635500
  nChanged 37
		SP:Iteration 17Q (7384.130000 sec): 3 clusters
  Score: Raw -219785.115030 + Penalty 2600.440383 = -217184.674647
  nChanged 44
		SP:Iteration 18Q (7384.360000 sec): 3 clusters
  Score: Raw -219807.286252 + Penalty 2600.440383 = -217206.845868
  nChanged 34
		SP:Iteration 19Q (7384.540000 sec): 3 clusters
  Score: Raw -219827.298465 + Penalty 2600.440383 = -217226.858081
  nChanged 33
		SP:Iteration 20F (7384.720000 sec): 3 clusters
  Score: Raw -219845.845882 + Penalty 2600.440383 = -217245.405498
  nChanged 34
		SP:Iteration 21Q (7384.890000 sec): 3 clusters
  Score: Raw -219868.958005 + Penalty 2600.440383 = -217268.517622
  nChanged 28
		SP:Iteration 22Q (7385.100000 sec): 3 clusters
  Score: Raw -219880.986126 + Penalty 2600.440383 = -217280.545743
  nChanged 19
		SP:Iteration 23Q (7385.270000 sec): 3 clusters
  Score: Raw -219889.949369 + Penalty 2600.440383 = -217289.508985
  nChanged 12
		SP:Iteration 24Q (7385.500000 sec): 3 clusters
  Score: Raw -219894.512829 + Penalty 2600.440383 = -217294.072446
  nChanged 16
		SP:Iteration 25Q (7385.690000 sec): 3 clusters
  Score: Raw -219899.161983 + Penalty 2600.440383 = -217298.721600
  nChanged 5
		SP:Iteration 26Q (7385.850000 sec): 3 clusters
  Score: Raw -219900.877438 + Penalty 2600.440383 = -217300.437054
  nChanged 6
		SP:Iteration 27Q (7386.040000 sec): 3 clusters
  Score: Raw -219903.016719 + Penalty 2600.440383 = -217302.576336
  nChanged 8
		SP:Iteration 28Q (7386.220000 sec): 3 clusters
  Score: Raw -219905.192402 + Penalty 2600.440383 = -217304.752019
  nChanged 6
		SP:Iteration 29Q (7386.360000 sec): 3 clusters
  Score: Raw -219907.868713 + Penalty 2600.440383 = -217307.428329
  nChanged 2
		SP:Iteration 30Q (7386.530000 sec): 3 clusters
  Score: Raw -219908.371738 + Penalty 2600.440383 = -217307.931355
  nChanged 1
		SP:Iteration 31Q (7386.660000 sec): 3 clusters
  Score: Raw -219908.636194 + Penalty 2600.440383 = -217308.195810
  nChanged 1
		SP:Iteration 32Q (7386.840000 sec): 3 clusters
  Score: Raw -219908.996707 + Penalty 2600.440383 = -217308.556323
  nChanged 0
		SP:Iteration 33F (7387.020000 sec): 3 clusters
  Score: Raw -219908.996707 + Penalty 2600.440383 = -217308.556323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7387.100000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7387.290000 sec): 3 clusters
  Score: Raw -31304.549866 + Penalty 1922.765670 = -29381.784196
  nChanged 76
		SP:Iteration 1F (7387.430000 sec): 3 clusters
  Score: Raw -31435.680349 + Penalty 1922.765670 = -29512.914679
  nChanged 15
		SP:Iteration 2Q (7387.610000 sec): 3 clusters
  Score: Raw -31476.192945 + Penalty 1922.765670 = -29553.427274
  nChanged 9
		SP:Iteration 3Q (7387.790000 sec): 3 clusters
  Score: Raw -31495.446420 + Penalty 1922.765670 = -29572.680750
  nChanged 4
		SP:Iteration 4Q (7387.990000 sec): 3 clusters
  Score: Raw -31503.344563 + Penalty 1922.765670 = -29580.578892
  nChanged 1
		SP:Iteration 5Q (7388.170000 sec): 3 clusters
  Score: Raw -31505.934798 + Penalty 1922.765670 = -29583.169128
  nChanged 2
		SP:Iteration 6Q (7388.400000 sec): 3 clusters
  Score: Raw -31512.848874 + Penalty 1922.765670 = -29590.083204
  nChanged 0
		SP:Iteration 7F (7388.570000 sec): 3 clusters
  Score: Raw -31512.848874 + Penalty 1922.765670 = -29590.083204
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7388.670000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7388.840000 sec): 3 clusters
  Score: Raw -53068.138244 + Penalty 2106.014483 = -50962.123762
  nChanged 167
		SP:Iteration 1F (7389.000000 sec): 3 clusters
  Score: Raw -53309.522013 + Penalty 2106.014483 = -51203.507531
  nChanged 41
		SP:Iteration 2F (7389.230000 sec): 3 clusters
  Score: Raw -53380.869953 + Penalty 2106.014483 = -51274.855471
  nChanged 31
		SP:Iteration 3Q (7389.360000 sec): 3 clusters
  Score: Raw -53437.174759 + Penalty 2106.014483 = -51331.160277
  nChanged 16
		SP:Iteration 4Q (7389.550000 sec): 3 clusters
  Score: Raw -53450.943363 + Penalty 2106.014483 = -51344.928880
  nChanged 6
		SP:Iteration 5Q (7389.740000 sec): 3 clusters
  Score: Raw -53456.572835 + Penalty 2106.014483 = -51350.558353
  nChanged 5
		SP:Iteration 6Q (7389.900000 sec): 3 clusters
  Score: Raw -53459.771625 + Penalty 2106.014483 = -51353.757142
  nChanged 1
		SP:Iteration 7Q (7390.090000 sec): 3 clusters
  Score: Raw -53462.066238 + Penalty 2106.014483 = -51356.051755
  nChanged 1
		SP:Iteration 8Q (7390.270000 sec): 3 clusters
  Score: Raw -53465.536469 + Penalty 2106.014483 = -51359.521986
  nChanged 3
		SP:Iteration 9Q (7390.420000 sec): 3 clusters
  Score: Raw -53473.251936 + Penalty 2106.014483 = -51367.237453
  nChanged 3
		SP:Iteration 10Q (7390.640000 sec): 3 clusters
  Score: Raw -53476.031406 + Penalty 2106.014483 = -51370.016923
  nChanged 4
		SP:Iteration 11Q (7390.770000 sec): 3 clusters
  Score: Raw -53478.941001 + Penalty 2106.014483 = -51372.926519
  nChanged 1
		SP:Iteration 12Q (7390.950000 sec): 3 clusters
  Score: Raw -53479.862801 + Penalty 2106.014483 = -51373.848318
  nChanged 2
		SP:Iteration 13Q (7391.110000 sec): 3 clusters
  Score: Raw -53481.522227 + Penalty 2106.014483 = -51375.507744
  nChanged 2
		SP:Iteration 14Q (7391.300000 sec): 3 clusters
  Score: Raw -53482.113299 + Penalty 2106.014483 = -51376.098817
  nChanged 4
		SP:Iteration 15Q (7391.540000 sec): 3 clusters
  Score: Raw -53484.568508 + Penalty 2106.014483 = -51378.554026
  nChanged 1
		SP:Iteration 16Q (7391.700000 sec): 3 clusters
  Score: Raw -53485.313288 + Penalty 2106.014483 = -51379.298805
  nChanged 1
		SP:Iteration 17Q (7391.850000 sec): 3 clusters
  Score: Raw -53486.482106 + Penalty 2106.014483 = -51380.467623
  nChanged 0
		SP:Iteration 18F (7392.040000 sec): 3 clusters
  Score: Raw -53486.482106 + Penalty 2106.014483 = -51380.467623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (3520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.140000 sec): 2 clusters
  Score: Raw -266768.527605 + Penalty 1327.010144 = -265441.517461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.330000 sec): 3 clusters
  Score: Raw -265064.381856 + Penalty 2654.020287 = -262410.361568
  nChanged 1371
		SP:Iteration 1F (7392.500000 sec): 3 clusters
  Score: Raw -265858.345458 + Penalty 2654.020287 = -263204.325171
  nChanged 253
		SP:Iteration 2F (7392.640000 sec): 3 clusters
  Score: Raw -266010.868458 + Penalty 2654.020287 = -263356.848171
  nChanged 185
		SP:Iteration 3F (7392.800000 sec): 3 clusters
  Score: Raw -266137.792212 + Penalty 2654.020287 = -263483.771924
  nChanged 156
		SP:Iteration 4Q (7392.980000 sec): 3 clusters
  Score: Raw -266237.096517 + Penalty 2654.020287 = -263583.076230
  nChanged 135
		SP:Iteration 5Q (7393.190000 sec): 3 clusters
  Score: Raw -266330.349747 + Penalty 2654.020287 = -263676.329460
  nChanged 122
		SP:Iteration 6Q (7393.380000 sec): 3 clusters
  Score: Raw -266415.696747 + Penalty 2654.020287 = -263761.676460
  nChanged 143
		SP:Iteration 7Q (7393.560000 sec): 3 clusters
  Score: Raw -266539.433841 + Penalty 2654.020287 = -263885.413554
  nChanged 146
		SP:Iteration 8Q (7393.760000 sec): 3 clusters
  Score: Raw -266678.747738 + Penalty 2654.020287 = -264024.727450
  nChanged 149
		SP:Iteration 9Q (7393.970000 sec): 3 clusters
  Score: Raw -266862.667591 + Penalty 2654.020287 = -264208.647304
  nChanged 162
		SP:Iteration 10Q (7394.160000 sec): 3 clusters
  Score: Raw -267056.266011 + Penalty 2654.020287 = -264402.245724
  nChanged 158
		SP:Iteration 11Q (7394.310000 sec): 3 clusters
  Score: Raw -267216.177242 + Penalty 2654.020287 = -264562.156955
  nChanged 129
		SP:Iteration 12Q (7394.500000 sec): 3 clusters
  Score: Raw -267318.602557 + Penalty 2654.020287 = -264664.582269
  nChanged 114
		SP:Iteration 13Q (7394.680000 sec): 3 clusters
  Score: Raw -267398.062446 + Penalty 2654.020287 = -264744.042159
  nChanged 87
		SP:Iteration 14Q (7394.870000 sec): 3 clusters
  Score: Raw -267460.094765 + Penalty 2654.020287 = -264806.074478
  nChanged 77
		SP:Iteration 15Q (7395.070000 sec): 3 clusters
  Score: Raw -267512.542368 + Penalty 2654.020287 = -264858.522081
  nChanged 67
		SP:Iteration 16Q (7395.250000 sec): 3 clusters
  Score: Raw -267561.515661 + Penalty 2654.020287 = -264907.495373
  nChanged 63
		SP:Iteration 17Q (7395.470000 sec): 3 clusters
  Score: Raw -267613.281681 + Penalty 2654.020287 = -264959.261393
  nChanged 51
		SP:Iteration 18Q (7395.700000 sec): 3 clusters
  Score: Raw -267659.634422 + Penalty 2654.020287 = -265005.614135
  nChanged 51
		SP:Iteration 19Q (7395.870000 sec): 3 clusters
  Score: Raw -267706.702662 + Penalty 2654.020287 = -265052.682375
  nChanged 47
		SP:Iteration 20F (7396.040000 sec): 3 clusters
  Score: Raw -267754.702155 + Penalty 2654.020287 = -265100.681868
  nChanged 45
		SP:Iteration 21Q (7396.220000 sec): 3 clusters
  Score: Raw -267804.475638 + Penalty 2654.020287 = -265150.455351
  nChanged 36
		SP:Iteration 22Q (7396.420000 sec): 3 clusters
  Score: Raw -267840.469722 + Penalty 2654.020287 = -265186.449435
  nChanged 43
		SP:Iteration 23Q (7396.610000 sec): 3 clusters
  Score: Raw -267899.352745 + Penalty 2654.020287 = -265245.332458
  nChanged 39
		SP:Iteration 24Q (7396.800000 sec): 3 clusters
  Score: Raw -267960.720867 + Penalty 2654.020287 = -265306.700580
  nChanged 39
		SP:Iteration 25Q (7397.000000 sec): 3 clusters
  Score: Raw -268044.248300 + Penalty 2654.020287 = -265390.228013
  nChanged 38
		SP:Iteration 26Q (7397.210000 sec): 3 clusters
  Score: Raw -268141.503831 + Penalty 2654.020287 = -265487.483544
  nChanged 22
		SP:Iteration 27Q (7397.380000 sec): 3 clusters
  Score: Raw -268184.170507 + Penalty 2654.020287 = -265530.150220
  nChanged 15
		SP:Iteration 28Q (7397.540000 sec): 3 clusters
  Score: Raw -268206.011327 + Penalty 2654.020287 = -265551.991039
  nChanged 13
		SP:Iteration 29Q (7397.750000 sec): 3 clusters
  Score: Raw -268222.473562 + Penalty 2654.020287 = -265568.453275
  nChanged 11
		SP:Iteration 30Q (7397.940000 sec): 3 clusters
  Score: Raw -268229.437268 + Penalty 2654.020287 = -265575.416981
  nChanged 9
		SP:Iteration 31Q (7398.140000 sec): 3 clusters
  Score: Raw -268235.009112 + Penalty 2654.020287 = -265580.988825
  nChanged 9
		SP:Iteration 32Q (7398.370000 sec): 3 clusters
  Score: Raw -268239.741304 + Penalty 2654.020287 = -265585.721016
  nChanged 5
		SP:Iteration 33Q (7398.540000 sec): 3 clusters
  Score: Raw -268242.778030 + Penalty 2654.020287 = -265588.757743
  nChanged 6
		SP:Iteration 34Q (7398.730000 sec): 3 clusters
  Score: Raw -268245.022815 + Penalty 2654.020287 = -265591.002528
  nChanged 3
		SP:Iteration 35Q (7398.940000 sec): 3 clusters
  Score: Raw -268246.854886 + Penalty 2654.020287 = -265592.834599
  nChanged 6
		SP:Iteration 36Q (7399.190000 sec): 3 clusters
  Score: Raw -268251.873076 + Penalty 2654.020287 = -265597.852789
  nChanged 6
		SP:Iteration 37Q (7399.320000 sec): 3 clusters
  Score: Raw -268255.145538 + Penalty 2654.020287 = -265601.125251
  nChanged 2
		SP:Iteration 38Q (7399.490000 sec): 3 clusters
  Score: Raw -268257.915888 + Penalty 2654.020287 = -265603.895600
  nChanged 4
		SP:Iteration 39Q (7399.690000 sec): 3 clusters
  Score: Raw -268260.159838 + Penalty 2654.020287 = -265606.139551
  nChanged 3
		SP:Iteration 40F (7399.850000 sec): 3 clusters
  Score: Raw -268265.376238 + Penalty 2654.020287 = -265611.355950
  nChanged 3
		SP:Iteration 41Q (7400.070000 sec): 3 clusters
  Score: Raw -268267.375338 + Penalty 2654.020287 = -265613.355051
  nChanged 1
		SP:Iteration 42Q (7400.250000 sec): 3 clusters
  Score: Raw -268267.704411 + Penalty 2654.020287 = -265613.684124
  nChanged 0
		SP:Iteration 43F (7400.440000 sec): 3 clusters
  Score: Raw -268267.704411 + Penalty 2654.020287 = -265613.684124
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7400.540000 sec): 2 clusters
  Score: Raw -201359.574354 + Penalty 1291.497768 = -200068.076586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7400.750000 sec): 3 clusters
  Score: Raw -200102.746076 + Penalty 2582.995536 = -197519.750541
  nChanged 1036
		SP:Iteration 1F (7400.930000 sec): 3 clusters
  Score: Raw -200823.892336 + Penalty 2582.995536 = -198240.896801
  nChanged 261
		SP:Iteration 2F (7401.090000 sec): 3 clusters
  Score: Raw -201123.067225 + Penalty 2582.995536 = -198540.071689
  nChanged 245
		SP:Iteration 3F (7401.300000 sec): 3 clusters
  Score: Raw -201409.843463 + Penalty 2582.995536 = -198826.847927
  nChanged 220
		SP:Iteration 4F (7401.460000 sec): 3 clusters
  Score: Raw -201660.814007 + Penalty 2582.995536 = -199077.818471
  nChanged 181
		SP:Iteration 5F (7401.640000 sec): 3 clusters
  Score: Raw -201865.378094 + Penalty 2582.995536 = -199282.382558
  nChanged 149
		SP:Iteration 6F (7401.810000 sec): 3 clusters
  Score: Raw -202019.937426 + Penalty 2582.995536 = -199436.941890
  nChanged 111
		SP:Iteration 7Q (7402.000000 sec): 3 clusters
  Score: Raw -202125.696411 + Penalty 2582.995536 = -199542.700875
  nChanged 84
		SP:Iteration 8Q (7402.140000 sec): 3 clusters
  Score: Raw -202205.305513 + Penalty 2582.995536 = -199622.309978
  nChanged 77
		SP:Iteration 9Q (7402.320000 sec): 3 clusters
  Score: Raw -202272.796885 + Penalty 2582.995536 = -199689.801349
  nChanged 75
		SP:Iteration 10Q (7402.540000 sec): 3 clusters
  Score: Raw -202332.692584 + Penalty 2582.995536 = -199749.697049
  nChanged 62
		SP:Iteration 11Q (7402.760000 sec): 3 clusters
  Score: Raw -202380.703288 + Penalty 2582.995536 = -199797.707752
  nChanged 47
		SP:Iteration 12Q (7402.920000 sec): 3 clusters
  Score: Raw -202407.596706 + Penalty 2582.995536 = -199824.601170
  nChanged 26
		SP:Iteration 13Q (7403.130000 sec): 3 clusters
  Score: Raw -202425.340728 + Penalty 2582.995536 = -199842.345193
  nChanged 25
		SP:Iteration 14Q (7403.290000 sec): 3 clusters
  Score: Raw -202439.391545 + Penalty 2582.995536 = -199856.396010
  nChanged 23
		SP:Iteration 15Q (7403.460000 sec): 3 clusters
  Score: Raw -202455.420977 + Penalty 2582.995536 = -199872.425442
  nChanged 19
		SP:Iteration 16Q (7403.680000 sec): 3 clusters
  Score: Raw -202462.135966 + Penalty 2582.995536 = -199879.140431
  nChanged 11
		SP:Iteration 17Q (7403.850000 sec): 3 clusters
  Score: Raw -202467.332892 + Penalty 2582.995536 = -199884.337356
  nChanged 9
		SP:Iteration 18Q (7404.030000 sec): 3 clusters
  Score: Raw -202471.676373 + Penalty 2582.995536 = -199888.680838
  nChanged 10
		SP:Iteration 19Q (7404.260000 sec): 3 clusters
  Score: Raw -202476.530368 + Penalty 2582.995536 = -199893.534833
  nChanged 8
		SP:Iteration 20F (7404.420000 sec): 3 clusters
  Score: Raw -202480.325136 + Penalty 2582.995536 = -199897.329601
  nChanged 2
		SP:Iteration 21Q (7404.570000 sec): 3 clusters
  Score: Raw -202480.980933 + Penalty 2582.995536 = -199897.985397
  nChanged 2
		SP:Iteration 22Q (7404.810000 sec): 3 clusters
  Score: Raw -202482.024526 + Penalty 2582.995536 = -199899.028990
  nChanged 3
		SP:Iteration 23Q (7404.970000 sec): 3 clusters
  Score: Raw -202483.095120 + Penalty 2582.995536 = -199900.099585
  nChanged 1
		SP:Iteration 24Q (7405.210000 sec): 3 clusters
  Score: Raw -202483.438100 + Penalty 2582.995536 = -199900.442565
  nChanged 0
		SP:Iteration 25F (7405.340000 sec): 3 clusters
  Score: Raw -202483.438100 + Penalty 2582.995536 = -199900.442565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7405.460000 sec): 2 clusters
  Score: Raw -310828.366002 + Penalty 1339.447906 = -309488.918096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7405.680000 sec): 3 clusters
  Score: Raw -308980.223639 + Penalty 2678.895812 = -306301.327826
  nChanged 1475
		SP:Iteration 1F (7405.830000 sec): 3 clusters
  Score: Raw -309920.337321 + Penalty 2678.895812 = -307241.441509
  nChanged 304
		SP:Iteration 2F (7406.010000 sec): 3 clusters
  Score: Raw -310176.009955 + Penalty 2678.895812 = -307497.114143
  nChanged 256
		SP:Iteration 3F (7406.210000 sec): 3 clusters
  Score: Raw -310424.711914 + Penalty 2678.895812 = -307745.816102
  nChanged 252
		SP:Iteration 4F (7406.350000 sec): 3 clusters
  Score: Raw -310696.017620 + Penalty 2678.895812 = -308017.121808
  nChanged 250
		SP:Iteration 5F (7406.570000 sec): 3 clusters
  Score: Raw -310972.670936 + Penalty 2678.895812 = -308293.775123
  nChanged 211
		SP:Iteration 6F (7406.770000 sec): 3 clusters
  Score: Raw -311187.640011 + Penalty 2678.895812 = -308508.744199
  nChanged 167
		SP:Iteration 7Q (7406.990000 sec): 3 clusters
  Score: Raw -311343.034124 + Penalty 2678.895812 = -308664.138312
  nChanged 142
		SP:Iteration 8Q (7407.220000 sec): 3 clusters
  Score: Raw -311444.664921 + Penalty 2678.895812 = -308765.769109
  nChanged 82
		SP:Iteration 9Q (7407.410000 sec): 3 clusters
  Score: Raw -311496.209506 + Penalty 2678.895812 = -308817.313694
  nChanged 54
		SP:Iteration 10Q (7407.560000 sec): 3 clusters
  Score: Raw -311523.410647 + Penalty 2678.895812 = -308844.514835
  nChanged 35
		SP:Iteration 11Q (7407.750000 sec): 3 clusters
  Score: Raw -311542.910099 + Penalty 2678.895812 = -308864.014287
  nChanged 22
		SP:Iteration 12Q (7407.940000 sec): 3 clusters
  Score: Raw -311551.485947 + Penalty 2678.895812 = -308872.590135
  nChanged 14
		SP:Iteration 13Q (7408.130000 sec): 3 clusters
  Score: Raw -311556.527311 + Penalty 2678.895812 = -308877.631498
  nChanged 8
		SP:Iteration 14Q (7408.320000 sec): 3 clusters
  Score: Raw -311559.660799 + Penalty 2678.895812 = -308880.764986
  nChanged 8
		SP:Iteration 15Q (7408.500000 sec): 3 clusters
  Score: Raw -311562.289726 + Penalty 2678.895812 = -308883.393913
  nChanged 7
		SP:Iteration 16Q (7408.660000 sec): 3 clusters
  Score: Raw -311566.355386 + Penalty 2678.895812 = -308887.459574
  nChanged 5
		SP:Iteration 17Q (7408.820000 sec): 3 clusters
  Score: Raw -311567.111665 + Penalty 2678.895812 = -308888.215852
  nChanged 1
		SP:Iteration 18Q (7409.010000 sec): 3 clusters
  Score: Raw -311567.270323 + Penalty 2678.895812 = -308888.374511
  nChanged 0
		SP:Iteration 19F (7409.210000 sec): 3 clusters
  Score: Raw -311567.270323 + Penalty 2678.895812 = -308888.374511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7409.320000 sec): 2 clusters
  Score: Raw -178589.666834 + Penalty 1279.892068 = -177309.774766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7409.480000 sec): 3 clusters
  Score: Raw -177417.881505 + Penalty 2559.784137 = -174858.097368
  nChanged 980
		SP:Iteration 1F (7409.670000 sec): 3 clusters
  Score: Raw -178105.312053 + Penalty 2559.784137 = -175545.527916
  nChanged 246
		SP:Iteration 2F (7409.850000 sec): 3 clusters
  Score: Raw -178334.215089 + Penalty 2559.784137 = -175774.430952
  nChanged 192
		SP:Iteration 3F (7410.020000 sec): 3 clusters
  Score: Raw -178523.748457 + Penalty 2559.784137 = -175963.964320
  nChanged 143
		SP:Iteration 4F (7410.200000 sec): 3 clusters
  Score: Raw -178655.610032 + Penalty 2559.784137 = -176095.825895
  nChanged 118
		SP:Iteration 5Q (7410.430000 sec): 3 clusters
  Score: Raw -178741.492266 + Penalty 2559.784137 = -176181.708130
  nChanged 86
		SP:Iteration 6Q (7410.630000 sec): 3 clusters
  Score: Raw -178798.569729 + Penalty 2559.784137 = -176238.785592
  nChanged 61
		SP:Iteration 7Q (7410.840000 sec): 3 clusters
  Score: Raw -178847.974627 + Penalty 2559.784137 = -176288.190490
  nChanged 55
		SP:Iteration 8Q (7411.030000 sec): 3 clusters
  Score: Raw -178895.963680 + Penalty 2559.784137 = -176336.179543
  nChanged 51
		SP:Iteration 9Q (7411.190000 sec): 3 clusters
  Score: Raw -178940.490662 + Penalty 2559.784137 = -176380.706525
  nChanged 42
		SP:Iteration 10Q (7411.400000 sec): 3 clusters
  Score: Raw -178979.773834 + Penalty 2559.784137 = -176419.989698
  nChanged 42
		SP:Iteration 11Q (7411.570000 sec): 3 clusters
  Score: Raw -179017.352084 + Penalty 2559.784137 = -176457.567947
  nChanged 46
		SP:Iteration 12Q (7411.750000 sec): 3 clusters
  Score: Raw -179044.969698 + Penalty 2559.784137 = -176485.185561
  nChanged 34
		SP:Iteration 13Q (7411.990000 sec): 3 clusters
  Score: Raw -179080.440207 + Penalty 2559.784137 = -176520.656071
  nChanged 45
		SP:Iteration 14Q (7412.200000 sec): 3 clusters
  Score: Raw -179113.873348 + Penalty 2559.784137 = -176554.089212
  nChanged 41
		SP:Iteration 15Q (7412.430000 sec): 3 clusters
  Score: Raw -179145.012821 + Penalty 2559.784137 = -176585.228684
  nChanged 35
		SP:Iteration 16Q (7412.590000 sec): 3 clusters
  Score: Raw -179178.184342 + Penalty 2559.784137 = -176618.400206
  nChanged 28
		SP:Iteration 17Q (7412.770000 sec): 3 clusters
  Score: Raw -179202.638663 + Penalty 2559.784137 = -176642.854526
  nChanged 35
		SP:Iteration 18Q (7412.970000 sec): 3 clusters
  Score: Raw -179225.279556 + Penalty 2559.784137 = -176665.495419
  nChanged 22
		SP:Iteration 19Q (7413.180000 sec): 3 clusters
  Score: Raw -179235.672662 + Penalty 2559.784137 = -176675.888525
  nChanged 18
		SP:Iteration 20F (7413.360000 sec): 3 clusters
  Score: Raw -179247.751519 + Penalty 2559.784137 = -176687.967383
  nChanged 16
		SP:Iteration 21Q (7413.550000 sec): 3 clusters
  Score: Raw -179255.042057 + Penalty 2559.784137 = -176695.257921
  nChanged 19
		SP:Iteration 22Q (7413.750000 sec): 3 clusters
  Score: Raw -179266.662203 + Penalty 2559.784137 = -176706.878067
  nChanged 22
		SP:Iteration 23Q (7413.930000 sec): 3 clusters
  Score: Raw -179280.900211 + Penalty 2559.784137 = -176721.116074
  nChanged 23
		SP:Iteration 24Q (7414.090000 sec): 3 clusters
  Score: Raw -179299.924085 + Penalty 2559.784137 = -176740.139948
  nChanged 24
		SP:Iteration 25Q (7414.250000 sec): 3 clusters
  Score: Raw -179313.150229 + Penalty 2559.784137 = -176753.366092
  nChanged 23
		SP:Iteration 26Q (7414.410000 sec): 3 clusters
  Score: Raw -179328.268596 + Penalty 2559.784137 = -176768.484459
  nChanged 17
		SP:Iteration 27Q (7414.580000 sec): 3 clusters
  Score: Raw -179339.327661 + Penalty 2559.784137 = -176779.543525
  nChanged 19
		SP:Iteration 28Q (7414.770000 sec): 3 clusters
  Score: Raw -179350.950640 + Penalty 2559.784137 = -176791.166503
  nChanged 22
		SP:Iteration 29Q (7415.000000 sec): 3 clusters
  Score: Raw -179364.611827 + Penalty 2559.784137 = -176804.827691
  nChanged 15
		SP:Iteration 30Q (7415.150000 sec): 3 clusters
  Score: Raw -179373.819885 + Penalty 2559.784137 = -176814.035748
  nChanged 13
		SP:Iteration 31Q (7415.330000 sec): 3 clusters
  Score: Raw -179381.864634 + Penalty 2559.784137 = -176822.080498
  nChanged 13
		SP:Iteration 32Q (7415.520000 sec): 3 clusters
  Score: Raw -179389.060109 + Penalty 2559.784137 = -176829.275973
  nChanged 12
		SP:Iteration 33Q (7415.770000 sec): 3 clusters
  Score: Raw -179393.526634 + Penalty 2559.784137 = -176833.742497
  nChanged 4
		SP:Iteration 34Q (7415.920000 sec): 3 clusters
  Score: Raw -179397.378435 + Penalty 2559.784137 = -176837.594298
  nChanged 6
		SP:Iteration 35Q (7416.090000 sec): 3 clusters
  Score: Raw -179400.004427 + Penalty 2559.784137 = -176840.220290
  nChanged 7
		SP:Iteration 36Q (7416.290000 sec): 3 clusters
  Score: Raw -179403.587256 + Penalty 2559.784137 = -176843.803119
  nChanged 4
		SP:Iteration 37Q (7416.530000 sec): 3 clusters
  Score: Raw -179404.382625 + Penalty 2559.784137 = -176844.598489
  nChanged 2
		SP:Iteration 38Q (7416.680000 sec): 3 clusters
  Score: Raw -179405.078779 + Penalty 2559.784137 = -176845.294642
  nChanged 2
		SP:Iteration 39Q (7416.870000 sec): 3 clusters
  Score: Raw -179405.448501 + Penalty 2559.784137 = -176845.664364
  nChanged 0
		SP:Iteration 40F (7417.040000 sec): 3 clusters
  Score: Raw -179405.448501 + Penalty 2559.784137 = -176845.664364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7417.120000 sec): 2 clusters
  Score: Raw -167332.767808 + Penalty 1240.893811 = -166091.873998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7417.290000 sec): 3 clusters
  Score: Raw -166460.544923 + Penalty 2481.787621 = -163978.757302
  nChanged 738
		SP:Iteration 1F (7417.490000 sec): 3 clusters
  Score: Raw -166935.224838 + Penalty 2481.787621 = -164453.437217
  nChanged 176
		SP:Iteration 2F (7417.660000 sec): 3 clusters
  Score: Raw -167110.416915 + Penalty 2481.787621 = -164628.629294
  nChanged 151
		SP:Iteration 3F (7417.820000 sec): 3 clusters
  Score: Raw -167313.667938 + Penalty 2481.787621 = -164831.880317
  nChanged 139
		SP:Iteration 4F (7418.050000 sec): 3 clusters
  Score: Raw -167491.045029 + Penalty 2481.787621 = -165009.257408
  nChanged 121
		SP:Iteration 5F (7418.210000 sec): 3 clusters
  Score: Raw -167646.951110 + Penalty 2481.787621 = -165165.163489
  nChanged 84
		SP:Iteration 6Q (7418.420000 sec): 3 clusters
  Score: Raw -167738.441821 + Penalty 2481.787621 = -165256.654200
  nChanged 58
		SP:Iteration 7Q (7418.590000 sec): 3 clusters
  Score: Raw -167785.070580 + Penalty 2481.787621 = -165303.282959
  nChanged 36
		SP:Iteration 8Q (7418.770000 sec): 3 clusters
  Score: Raw -167809.684175 + Penalty 2481.787621 = -165327.896553
  nChanged 18
		SP:Iteration 9Q (7418.970000 sec): 3 clusters
  Score: Raw -167818.537520 + Penalty 2481.787621 = -165336.749899
  nChanged 10
		SP:Iteration 10Q (7419.130000 sec): 3 clusters
  Score: Raw -167824.989793 + Penalty 2481.787621 = -165343.202172
  nChanged 13
		SP:Iteration 11Q (7419.360000 sec): 3 clusters
  Score: Raw -167833.111899 + Penalty 2481.787621 = -165351.324278
  nChanged 13
		SP:Iteration 12Q (7419.500000 sec): 3 clusters
  Score: Raw -167841.045801 + Penalty 2481.787621 = -165359.258179
  nChanged 14
		SP:Iteration 13Q (7419.680000 sec): 3 clusters
  Score: Raw -167851.272164 + Penalty 2481.787621 = -165369.484543
  nChanged 8
		SP:Iteration 14Q (7419.840000 sec): 3 clusters
  Score: Raw -167856.697488 + Penalty 2481.787621 = -165374.909867
  nChanged 7
		SP:Iteration 15Q (7420.010000 sec): 3 clusters
  Score: Raw -167860.009196 + Penalty 2481.787621 = -165378.221575
  nChanged 8
		SP:Iteration 16Q (7420.200000 sec): 3 clusters
  Score: Raw -167864.687960 + Penalty 2481.787621 = -165382.900339
  nChanged 5
		SP:Iteration 17Q (7420.330000 sec): 3 clusters
  Score: Raw -167866.690322 + Penalty 2481.787621 = -165384.902701
  nChanged 3
		SP:Iteration 18Q (7420.510000 sec): 3 clusters
  Score: Raw -167869.207690 + Penalty 2481.787621 = -165387.420069
  nChanged 3
		SP:Iteration 19Q (7420.670000 sec): 3 clusters
  Score: Raw -167870.989911 + Penalty 2481.787621 = -165389.202290
  nChanged 4
		SP:Iteration 20F (7420.840000 sec): 3 clusters
  Score: Raw -167873.015152 + Penalty 2481.787621 = -165391.227531
  nChanged 4
		SP:Iteration 21Q (7421.030000 sec): 3 clusters
  Score: Raw -167875.463017 + Penalty 2481.787621 = -165393.675396
  nChanged 5
		SP:Iteration 22Q (7421.220000 sec): 3 clusters
  Score: Raw -167878.489354 + Penalty 2481.787621 = -165396.701733
  nChanged 2
		SP:Iteration 23Q (7421.390000 sec): 3 clusters
  Score: Raw -167879.430954 + Penalty 2481.787621 = -165397.643332
  nChanged 1
		SP:Iteration 24Q (7421.560000 sec): 3 clusters
  Score: Raw -167880.002275 + Penalty 2481.787621 = -165398.214654
  nChanged 0
		SP:Iteration 25F (7421.750000 sec): 3 clusters
  Score: Raw -167880.002275 + Penalty 2481.787621 = -165398.214654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7421.830000 sec): 2 clusters
  Score: Raw -48125.279060 + Penalty 1089.666353 = -47035.612707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7422.000000 sec): 3 clusters
  Score: Raw -47951.404551 + Penalty 2179.332706 = -45772.071845
  nChanged 237
		SP:Iteration 1F (7422.190000 sec): 3 clusters
  Score: Raw -48225.392903 + Penalty 2179.332706 = -46046.060197
  nChanged 65
		SP:Iteration 2F (7422.390000 sec): 3 clusters
  Score: Raw -48318.006034 + Penalty 2179.332706 = -46138.673328
  nChanged 40
		SP:Iteration 3Q (7422.530000 sec): 3 clusters
  Score: Raw -48410.332450 + Penalty 2179.332706 = -46230.999744
  nChanged 34
		SP:Iteration 4Q (7422.690000 sec): 3 clusters
  Score: Raw -48466.991827 + Penalty 2179.332706 = -46287.659122
  nChanged 28
		SP:Iteration 5Q (7422.870000 sec): 3 clusters
  Score: Raw -48520.959430 + Penalty 2179.332706 = -46341.626725
  nChanged 20
		SP:Iteration 6Q (7423.090000 sec): 3 clusters
  Score: Raw -48555.784064 + Penalty 2179.332706 = -46376.451358
  nChanged 17
		SP:Iteration 7Q (7423.270000 sec): 3 clusters
  Score: Raw -48585.405576 + Penalty 2179.332706 = -46406.072870
  nChanged 10
		SP:Iteration 8Q (7423.470000 sec): 3 clusters
  Score: Raw -48595.073626 + Penalty 2179.332706 = -46415.740920
  nChanged 11
		SP:Iteration 9Q (7423.670000 sec): 3 clusters
  Score: Raw -48605.163181 + Penalty 2179.332706 = -46425.830475
  nChanged 7
		SP:Iteration 10Q (7423.840000 sec): 3 clusters
  Score: Raw -48611.065076 + Penalty 2179.332706 = -46431.732370
  nChanged 3
		SP:Iteration 11Q (7424.050000 sec): 3 clusters
  Score: Raw -48616.158221 + Penalty 2179.332706 = -46436.825515
  nChanged 2
		SP:Iteration 12Q (7424.250000 sec): 3 clusters
  Score: Raw -48618.737319 + Penalty 2179.332706 = -46439.404613
  nChanged 0
		SP:Iteration 13F (7424.440000 sec): 3 clusters
  Score: Raw -48618.737319 + Penalty 2179.332706 = -46439.404613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7424.700000 sec): 2 clusters
  Score: Raw -2892467.993539 + Penalty 1693.523964 = -2890774.469575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7424.960000 sec): 3 clusters
  Score: Raw -2871643.387192 + Penalty 3387.047927 = -2868256.339265
  nChanged 15518
		SP:Iteration 1F (7425.290000 sec): 3 clusters
  Score: Raw -2880417.534345 + Penalty 3387.047927 = -2877030.486417
  nChanged 1473
		SP:Iteration 2Q (7425.600000 sec): 3 clusters
  Score: Raw -2880855.122791 + Penalty 3387.047927 = -2877468.074863
  nChanged 1381
		SP:Iteration 3Q (7425.880000 sec): 3 clusters
  Score: Raw -2881261.038002 + Penalty 3387.047927 = -2877873.990074
  nChanged 1321
		SP:Iteration 4Q (7426.260000 sec): 3 clusters
  Score: Raw -2881673.000612 + Penalty 3387.047927 = -2878285.952684
  nChanged 1351
		SP:Iteration 5Q (7426.560000 sec): 3 clusters
  Score: Raw -2882156.732352 + Penalty 3387.047927 = -2878769.684425
  nChanged 1499
		SP:Iteration 6Q (7426.940000 sec): 3 clusters
  Score: Raw -2882725.180923 + Penalty 3387.047927 = -2879338.132996
  nChanged 1547
		SP:Iteration 7Q (7427.260000 sec): 3 clusters
  Score: Raw -2883376.589660 + Penalty 3387.047927 = -2879989.541733
  nChanged 1704
		SP:Iteration 8F (7427.540000 sec): 3 clusters
  Score: Raw -2884150.872942 + Penalty 3387.047927 = -2880763.825015
  nChanged 1720
		SP:Iteration 9F (7427.880000 sec): 3 clusters
  Score: Raw -2885008.911867 + Penalty 3387.047927 = -2881621.863939
  nChanged 1785
		SP:Iteration 10F (7428.180000 sec): 3 clusters
  Score: Raw -2886038.382403 + Penalty 3387.047927 = -2882651.334476
  nChanged 1820
		SP:Iteration 11F (7428.520000 sec): 3 clusters
  Score: Raw -2887258.713677 + Penalty 3387.047927 = -2883871.665749
  nChanged 1808
		SP:Iteration 12F (7428.860000 sec): 3 clusters
  Score: Raw -2888577.877173 + Penalty 3387.047927 = -2885190.829246
  nChanged 1605
		SP:Iteration 13Q (7429.210000 sec): 3 clusters
  Score: Raw -2889846.311523 + Penalty 3387.047927 = -2886459.263596
  nChanged 1310
		SP:Iteration 14Q (7429.500000 sec): 3 clusters
  Score: Raw -2890947.672808 + Penalty 3387.047927 = -2887560.624881
  nChanged 892
		SP:Iteration 15Q (7429.850000 sec): 3 clusters
  Score: Raw -2891744.781336 + Penalty 3387.047927 = -2888357.733408
  nChanged 524
		SP:Iteration 16Q (7430.190000 sec): 3 clusters
  Score: Raw -2892223.523427 + Penalty 3387.047927 = -2888836.475500
  nChanged 269
		SP:Iteration 17Q (7430.530000 sec): 3 clusters
  Score: Raw -2892460.253998 + Penalty 3387.047927 = -2889073.206071
  nChanged 177
		SP:Iteration 18Q (7430.870000 sec): 3 clusters
  Score: Raw -2892602.357904 + Penalty 3387.047927 = -2889215.309977
  nChanged 110
		SP:Iteration 19Q (7431.220000 sec): 3 clusters
  Score: Raw -2892685.589052 + Penalty 3387.047927 = -2889298.541125
  nChanged 87
		SP:Iteration 20F (7431.550000 sec): 3 clusters
  Score: Raw -2892758.214727 + Penalty 3387.047927 = -2889371.166800
  nChanged 62
		SP:Iteration 21Q (7431.850000 sec): 3 clusters
  Score: Raw -2892803.501371 + Penalty 3387.047927 = -2889416.453444
  nChanged 38
		SP:Iteration 22Q (7432.150000 sec): 3 clusters
  Score: Raw -2892830.669017 + Penalty 3387.047927 = -2889443.621090
  nChanged 27
		SP:Iteration 23Q (7432.440000 sec): 3 clusters
  Score: Raw -2892847.408639 + Penalty 3387.047927 = -2889460.360711
  nChanged 20
		SP:Iteration 24Q (7432.730000 sec): 3 clusters
  Score: Raw -2892863.747948 + Penalty 3387.047927 = -2889476.700020
  nChanged 16
		SP:Iteration 25Q (7433.060000 sec): 3 clusters
  Score: Raw -2892876.356715 + Penalty 3387.047927 = -2889489.308788
  nChanged 12
		SP:Iteration 26Q (7433.330000 sec): 3 clusters
  Score: Raw -2892884.090095 + Penalty 3387.047927 = -2889497.042168
  nChanged 11
		SP:Iteration 27Q (7433.640000 sec): 3 clusters
  Score: Raw -2892891.367941 + Penalty 3387.047927 = -2889504.320014
  nChanged 6
		SP:Iteration 28Q (7433.920000 sec): 3 clusters
  Score: Raw -2892894.596731 + Penalty 3387.047927 = -2889507.548804
  nChanged 6
		SP:Iteration 29Q (7434.220000 sec): 3 clusters
  Score: Raw -2892898.234468 + Penalty 3387.047927 = -2889511.186541
  nChanged 4
		SP:Iteration 30Q (7434.500000 sec): 3 clusters
  Score: Raw -2892900.234641 + Penalty 3387.047927 = -2889513.186713
  nChanged 5
		SP:Iteration 31Q (7434.810000 sec): 3 clusters
  Score: Raw -2892902.033796 + Penalty 3387.047927 = -2889514.985869
  nChanged 1
		SP:Iteration 32Q (7435.160000 sec): 3 clusters
  Score: Raw -2892902.631054 + Penalty 3387.047927 = -2889515.583126
  nChanged 1
		SP:Iteration 33Q (7435.490000 sec): 3 clusters
  Score: Raw -2892902.971956 + Penalty 3387.047927 = -2889515.924029
  nChanged 1
		SP:Iteration 34Q (7435.800000 sec): 3 clusters
  Score: Raw -2892903.516208 + Penalty 3387.047927 = -2889516.468280
  nChanged 0
		SP:Iteration 35F (7436.170000 sec): 3 clusters
  Score: Raw -2892903.516208 + Penalty 3387.047927 = -2889516.468280
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7436.280000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7436.500000 sec): 3 clusters
  Score: Raw -40973.403163 + Penalty 2010.517803 = -38962.885360
  nChanged 118
		SP:Iteration 1F (7436.680000 sec): 3 clusters
  Score: Raw -41142.214930 + Penalty 2010.517803 = -39131.697127
  nChanged 38
		SP:Iteration 2F (7436.870000 sec): 3 clusters
  Score: Raw -41199.914249 + Penalty 2010.517803 = -39189.396446
  nChanged 14
		SP:Iteration 3Q (7437.080000 sec): 3 clusters
  Score: Raw -41219.179684 + Penalty 2010.517803 = -39208.661881
  nChanged 7
		SP:Iteration 4Q (7437.230000 sec): 3 clusters
  Score: Raw -41227.404943 + Penalty 2010.517803 = -39216.887140
  nChanged 3
		SP:Iteration 5Q (7437.420000 sec): 3 clusters
  Score: Raw -41230.847303 + Penalty 2010.517803 = -39220.329500
  nChanged 2
		SP:Iteration 6Q (7437.630000 sec): 3 clusters
  Score: Raw -41232.378244 + Penalty 2010.517803 = -39221.860441
  nChanged 1
		SP:Iteration 7Q (7437.840000 sec): 3 clusters
  Score: Raw -41232.831269 + Penalty 2010.517803 = -39222.313466
  nChanged 0
		SP:Iteration 8F (7438.040000 sec): 3 clusters
  Score: Raw -41232.831269 + Penalty 2010.517803 = -39222.313466
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7438.160000 sec): 2 clusters
  Score: Raw -90119.243301 + Penalty 1163.258525 = -88955.984777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7438.300000 sec): 3 clusters
  Score: Raw -89644.002215 + Penalty 2326.517049 = -87317.485166
  nChanged 425
		SP:Iteration 1F (7438.480000 sec): 3 clusters
  Score: Raw -90060.185732 + Penalty 2326.517049 = -87733.668683
  nChanged 122
		SP:Iteration 2F (7438.660000 sec): 3 clusters
  Score: Raw -90208.261849 + Penalty 2326.517049 = -87881.744800
  nChanged 74
		SP:Iteration 3F (7438.860000 sec): 3 clusters
  Score: Raw -90304.880772 + Penalty 2326.517049 = -87978.363723
  nChanged 58
		SP:Iteration 4Q (7439.090000 sec): 3 clusters
  Score: Raw -90376.844871 + Penalty 2326.517049 = -88050.327822
  nChanged 41
		SP:Iteration 5Q (7439.260000 sec): 3 clusters
  Score: Raw -90438.893688 + Penalty 2326.517049 = -88112.376638
  nChanged 47
		SP:Iteration 6Q (7439.440000 sec): 3 clusters
  Score: Raw -90494.584308 + Penalty 2326.517049 = -88168.067259
  nChanged 40
		SP:Iteration 7Q (7439.600000 sec): 3 clusters
  Score: Raw -90544.471315 + Penalty 2326.517049 = -88217.954266
  nChanged 32
		SP:Iteration 8Q (7439.780000 sec): 3 clusters
  Score: Raw -90588.773196 + Penalty 2326.517049 = -88262.256147
  nChanged 32
		SP:Iteration 9Q (7439.960000 sec): 3 clusters
  Score: Raw -90637.434018 + Penalty 2326.517049 = -88310.916968
  nChanged 33
		SP:Iteration 10Q (7440.150000 sec): 3 clusters
  Score: Raw -90682.607973 + Penalty 2326.517049 = -88356.090924
  nChanged 31
		SP:Iteration 11Q (7440.350000 sec): 3 clusters
  Score: Raw -90716.829025 + Penalty 2326.517049 = -88390.311976
  nChanged 16
		SP:Iteration 12Q (7440.520000 sec): 3 clusters
  Score: Raw -90734.432912 + Penalty 2326.517049 = -88407.915863
  nChanged 18
		SP:Iteration 13Q (7440.700000 sec): 3 clusters
  Score: Raw -90760.018869 + Penalty 2326.517049 = -88433.501820
  nChanged 16
		SP:Iteration 14Q (7440.900000 sec): 3 clusters
  Score: Raw -90777.428238 + Penalty 2326.517049 = -88450.911189
  nChanged 10
		SP:Iteration 15Q (7441.110000 sec): 3 clusters
  Score: Raw -90790.713342 + Penalty 2326.517049 = -88464.196293
  nChanged 10
		SP:Iteration 16Q (7441.280000 sec): 3 clusters
  Score: Raw -90802.533632 + Penalty 2326.517049 = -88476.016583
  nChanged 9
		SP:Iteration 17Q (7441.420000 sec): 3 clusters
  Score: Raw -90808.437713 + Penalty 2326.517049 = -88481.920664
  nChanged 5
		SP:Iteration 18Q (7441.590000 sec): 3 clusters
  Score: Raw -90810.521268 + Penalty 2326.517049 = -88484.004218
  nChanged 0
		SP:Iteration 19F (7441.840000 sec): 3 clusters
  Score: Raw -90810.521268 + Penalty 2326.517049 = -88484.004218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7441.890000 sec): 2 clusters
  Score: Raw -148490.938781 + Penalty 1222.653480 = -147268.285301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7442.070000 sec): 3 clusters
  Score: Raw -147751.846553 + Penalty 2445.306960 = -145306.539593
  nChanged 638
		SP:Iteration 1F (7442.240000 sec): 3 clusters
  Score: Raw -148169.291538 + Penalty 2445.306960 = -145723.984578
  nChanged 152
		SP:Iteration 2F (7442.400000 sec): 3 clusters
  Score: Raw -148308.710061 + Penalty 2445.306960 = -145863.403101
  nChanged 112
		SP:Iteration 3F (7442.580000 sec): 3 clusters
  Score: Raw -148404.181956 + Penalty 2445.306960 = -145958.874996
  nChanged 83
		SP:Iteration 4Q (7442.770000 sec): 3 clusters
  Score: Raw -148475.052438 + Penalty 2445.306960 = -146029.745478
  nChanged 67
		SP:Iteration 5Q (7442.960000 sec): 3 clusters
  Score: Raw -148528.065391 + Penalty 2445.306960 = -146082.758431
  nChanged 65
		SP:Iteration 6Q (7443.070000 sec): 3 clusters
  Score: Raw -148590.120045 + Penalty 2445.306960 = -146144.813085
  nChanged 67
		SP:Iteration 7Q (7443.230000 sec): 3 clusters
  Score: Raw -148672.652511 + Penalty 2445.306960 = -146227.345551
  nChanged 79
		SP:Iteration 8Q (7443.360000 sec): 3 clusters
  Score: Raw -148793.877344 + Penalty 2445.306960 = -146348.570384
  nChanged 86
		SP:Iteration 9Q (7443.480000 sec): 3 clusters
  Score: Raw -148939.612499 + Penalty 2445.306960 = -146494.305540
  nChanged 88
		SP:Iteration 10Q (7443.680000 sec): 3 clusters
  Score: Raw -149091.316625 + Penalty 2445.306960 = -146646.009665
  nChanged 78
		SP:Iteration 11Q (7443.840000 sec): 3 clusters
  Score: Raw -149217.763862 + Penalty 2445.306960 = -146772.456902
  nChanged 50
		SP:Iteration 12Q (7443.980000 sec): 3 clusters
  Score: Raw -149272.154961 + Penalty 2445.306960 = -146826.848001
  nChanged 39
		SP:Iteration 13Q (7444.180000 sec): 3 clusters
  Score: Raw -149308.424259 + Penalty 2445.306960 = -146863.117299
  nChanged 26
		SP:Iteration 14Q (7444.330000 sec): 3 clusters
  Score: Raw -149331.702958 + Penalty 2445.306960 = -146886.395998
  nChanged 22
		SP:Iteration 15Q (7444.530000 sec): 3 clusters
  Score: Raw -149345.463373 + Penalty 2445.306960 = -146900.156413
  nChanged 14
		SP:Iteration 16Q (7444.700000 sec): 3 clusters
  Score: Raw -149352.968446 + Penalty 2445.306960 = -146907.661486
  nChanged 8
		SP:Iteration 17Q (7444.900000 sec): 3 clusters
  Score: Raw -149358.269784 + Penalty 2445.306960 = -146912.962824
  nChanged 6
		SP:Iteration 18Q (7445.100000 sec): 3 clusters
  Score: Raw -149361.397542 + Penalty 2445.306960 = -146916.090582
  nChanged 3
		SP:Iteration 19Q (7445.300000 sec): 3 clusters
  Score: Raw -149363.280267 + Penalty 2445.306960 = -146917.973307
  nChanged 2
		SP:Iteration 20F (7445.490000 sec): 3 clusters
  Score: Raw -149365.105422 + Penalty 2445.306960 = -146919.798462
  nChanged 1
		SP:Iteration 21Q (7445.660000 sec): 3 clusters
  Score: Raw -149365.380104 + Penalty 2445.306960 = -146920.073144
  nChanged 1
		SP:Iteration 22Q (7445.890000 sec): 3 clusters
  Score: Raw -149365.716472 + Penalty 2445.306960 = -146920.409512
  nChanged 0
		SP:Iteration 23F (7446.080000 sec): 3 clusters
  Score: Raw -149365.716472 + Penalty 2445.306960 = -146920.409512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7446.140000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7446.330000 sec): 3 clusters
  Score: Raw -33075.451047 + Penalty 1972.989762 = -31102.461285
  nChanged 88
		SP:Iteration 1F (7446.530000 sec): 3 clusters
  Score: Raw -33205.950053 + Penalty 1972.989762 = -31232.960291
  nChanged 24
		SP:Iteration 2F (7446.680000 sec): 3 clusters
  Score: Raw -33258.997148 + Penalty 1972.989762 = -31286.007387
  nChanged 17
		SP:Iteration 3Q (7446.860000 sec): 3 clusters
  Score: Raw -33301.850597 + Penalty 1972.989762 = -31328.860835
  nChanged 14
		SP:Iteration 4Q (7447.050000 sec): 3 clusters
  Score: Raw -33328.664465 + Penalty 1972.989762 = -31355.674704
  nChanged 4
		SP:Iteration 5Q (7447.230000 sec): 3 clusters
  Score: Raw -33337.958996 + Penalty 1972.989762 = -31364.969234
  nChanged 4
		SP:Iteration 6Q (7447.430000 sec): 3 clusters
  Score: Raw -33344.649221 + Penalty 1972.989762 = -31371.659460
  nChanged 3
		SP:Iteration 7Q (7447.640000 sec): 3 clusters
  Score: Raw -33353.873805 + Penalty 1972.989762 = -31380.884043
  nChanged 5
		SP:Iteration 8Q (7447.840000 sec): 3 clusters
  Score: Raw -33361.687170 + Penalty 1972.989762 = -31388.697408
  nChanged 3
		SP:Iteration 9Q (7448.050000 sec): 3 clusters
  Score: Raw -33366.835992 + Penalty 1972.989762 = -31393.846231
  nChanged 0
		SP:Iteration 10F (7448.240000 sec): 3 clusters
  Score: Raw -33366.835992 + Penalty 1972.989762 = -31393.846231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7448.330000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7448.540000 sec): 3 clusters
  Score: Raw -14475.577944 + Penalty 1710.374311 = -12765.203633
  nChanged 18
		SP:Iteration 1F (7448.690000 sec): 3 clusters
  Score: Raw -14531.147541 + Penalty 1710.374311 = -12820.773230
  nChanged 5
		SP:Iteration 2Q (7448.880000 sec): 3 clusters
  Score: Raw -14557.222296 + Penalty 1710.374311 = -12846.847985
  nChanged 6
		SP:Iteration 3Q (7449.060000 sec): 3 clusters
  Score: Raw -14580.019628 + Penalty 1710.374311 = -12869.645317
  nChanged 1
		SP:Iteration 4Q (7449.270000 sec): 3 clusters
  Score: Raw -14582.036474 + Penalty 1710.374311 = -12871.662162
  nChanged 0
		SP:Iteration 5F (7449.440000 sec): 3 clusters
  Score: Raw -14582.036474 + Penalty 1710.374311 = -12871.662162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7449.540000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7449.760000 sec): 3 clusters
  Score: Raw -42756.830018 + Penalty 2018.445025 = -40738.384993
  nChanged 115
		SP:Iteration 1F (7449.950000 sec): 3 clusters
  Score: Raw -42899.778465 + Penalty 2018.445025 = -40881.333440
  nChanged 30
		SP:Iteration 2F (7450.110000 sec): 3 clusters
  Score: Raw -42963.621335 + Penalty 2018.445025 = -40945.176310
  nChanged 21
		SP:Iteration 3Q (7450.250000 sec): 3 clusters
  Score: Raw -42988.213449 + Penalty 2018.445025 = -40969.768424
  nChanged 6
		SP:Iteration 4Q (7450.430000 sec): 3 clusters
  Score: Raw -42995.853280 + Penalty 2018.445025 = -40977.408255
  nChanged 7
		SP:Iteration 5Q (7450.610000 sec): 3 clusters
  Score: Raw -43008.494912 + Penalty 2018.445025 = -40990.049887
  nChanged 4
		SP:Iteration 6Q (7450.790000 sec): 3 clusters
  Score: Raw -43025.072004 + Penalty 2018.445025 = -41006.626979
  nChanged 7
		SP:Iteration 7Q (7450.990000 sec): 3 clusters
  Score: Raw -43040.716085 + Penalty 2018.445025 = -41022.271060
  nChanged 6
		SP:Iteration 8Q (7451.180000 sec): 3 clusters
  Score: Raw -43052.242837 + Penalty 2018.445025 = -41033.797811
  nChanged 6
		SP:Iteration 9Q (7451.350000 sec): 3 clusters
  Score: Raw -43060.955261 + Penalty 2018.445025 = -41042.510236
  nChanged 6
		SP:Iteration 10Q (7451.520000 sec): 3 clusters
  Score: Raw -43081.213560 + Penalty 2018.445025 = -41062.768535
  nChanged 8
		SP:Iteration 11Q (7451.750000 sec): 3 clusters
  Score: Raw -43095.471868 + Penalty 2018.445025 = -41077.026843
  nChanged 5
		SP:Iteration 12Q (7451.880000 sec): 3 clusters
  Score: Raw -43108.204583 + Penalty 2018.445025 = -41089.759558
  nChanged 5
		SP:Iteration 13Q (7452.100000 sec): 3 clusters
  Score: Raw -43115.590903 + Penalty 2018.445025 = -41097.145877
  nChanged 1
		SP:Iteration 14Q (7452.290000 sec): 3 clusters
  Score: Raw -43116.502796 + Penalty 2018.445025 = -41098.057771
  nChanged 0
		SP:Iteration 15F (7452.490000 sec): 3 clusters
  Score: Raw -43116.502796 + Penalty 2018.445025 = -41098.057771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7452.600000 sec): 2 clusters
  Score: Raw -31032.042012 + Penalty 997.380646 = -30034.661366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7452.730000 sec): 3 clusters
  Score: Raw -31017.427040 + Penalty 1994.761293 = -29022.665748
  nChanged 123
		SP:Iteration 1F (7452.940000 sec): 3 clusters
  Score: Raw -31277.511226 + Penalty 1994.761293 = -29282.749934
  nChanged 38
		SP:Iteration 2F (7453.090000 sec): 3 clusters
  Score: Raw -31365.571668 + Penalty 1994.761293 = -29370.810376
  nChanged 19
		SP:Iteration 3Q (7453.310000 sec): 3 clusters
  Score: Raw -31409.988048 + Penalty 1994.761293 = -29415.226755
  nChanged 8
		SP:Iteration 4Q (7453.510000 sec): 3 clusters
  Score: Raw -31435.393801 + Penalty 1994.761293 = -29440.632509
  nChanged 6
		SP:Iteration 5Q (7453.670000 sec): 3 clusters
  Score: Raw -31443.513161 + Penalty 1994.761293 = -29448.751868
  nChanged 3
		SP:Iteration 6Q (7453.920000 sec): 3 clusters
  Score: Raw -31446.861970 + Penalty 1994.761293 = -29452.100678
  nChanged 3
		SP:Iteration 7Q (7454.090000 sec): 3 clusters
  Score: Raw -31450.212174 + Penalty 1994.761293 = -29455.450881
  nChanged 3
		SP:Iteration 8Q (7454.260000 sec): 3 clusters
  Score: Raw -31457.030059 + Penalty 1994.761293 = -29462.268766
  nChanged 1
		SP:Iteration 9Q (7454.490000 sec): 3 clusters
  Score: Raw -31457.934120 + Penalty 1994.761293 = -29463.172827
  nChanged 1
		SP:Iteration 10Q (7454.670000 sec): 3 clusters
  Score: Raw -31458.747844 + Penalty 1994.761293 = -29463.986552
  nChanged 0
		SP:Iteration 11F (7454.870000 sec): 3 clusters
  Score: Raw -31458.747844 + Penalty 1994.761293 = -29463.986552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7454.970000 sec): 2 clusters
  Score: Raw -95910.039502 + Penalty 1141.938609 = -94768.100894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7455.110000 sec): 3 clusters
  Score: Raw -95509.534047 + Penalty 2283.877217 = -93225.656830
  nChanged 348
		SP:Iteration 1F (7455.230000 sec): 3 clusters
  Score: Raw -95774.939629 + Penalty 2283.877217 = -93491.062412
  nChanged 70
		SP:Iteration 2F (7455.460000 sec): 3 clusters
  Score: Raw -95845.682234 + Penalty 2283.877217 = -93561.805017
  nChanged 53
		SP:Iteration 3Q (7455.650000 sec): 3 clusters
  Score: Raw -95895.608667 + Penalty 2283.877217 = -93611.731450
  nChanged 24
		SP:Iteration 4Q (7455.770000 sec): 3 clusters
  Score: Raw -95911.175780 + Penalty 2283.877217 = -93627.298563
  nChanged 17
		SP:Iteration 5Q (7455.970000 sec): 3 clusters
  Score: Raw -95927.241420 + Penalty 2283.877217 = -93643.364203
  nChanged 15
		SP:Iteration 6Q (7456.120000 sec): 3 clusters
  Score: Raw -95939.877756 + Penalty 2283.877217 = -93656.000539
  nChanged 10
		SP:Iteration 7Q (7456.310000 sec): 3 clusters
  Score: Raw -95951.503404 + Penalty 2283.877217 = -93667.626187
  nChanged 12
		SP:Iteration 8Q (7456.440000 sec): 3 clusters
  Score: Raw -95959.027075 + Penalty 2283.877217 = -93675.149858
  nChanged 6
		SP:Iteration 9Q (7456.650000 sec): 3 clusters
  Score: Raw -95963.867153 + Penalty 2283.877217 = -93679.989936
  nChanged 8
		SP:Iteration 10Q (7456.790000 sec): 3 clusters
  Score: Raw -95970.359136 + Penalty 2283.877217 = -93686.481919
  nChanged 9
		SP:Iteration 11Q (7456.950000 sec): 3 clusters
  Score: Raw -95980.094630 + Penalty 2283.877217 = -93696.217413
  nChanged 6
		SP:Iteration 12Q (7457.130000 sec): 3 clusters
  Score: Raw -95984.241552 + Penalty 2283.877217 = -93700.364335
  nChanged 6
		SP:Iteration 13Q (7457.310000 sec): 3 clusters
  Score: Raw -95986.742892 + Penalty 2283.877217 = -93702.865675
  nChanged 2
		SP:Iteration 14Q (7457.530000 sec): 3 clusters
  Score: Raw -95987.420634 + Penalty 2283.877217 = -93703.543417
  nChanged 0
		SP:Iteration 15F (7457.670000 sec): 3 clusters
  Score: Raw -95987.420634 + Penalty 2283.877217 = -93703.543417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7457.760000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7457.920000 sec): 3 clusters
  Score: Raw -111535.366766 + Penalty 2360.582126 = -109174.784640
  nChanged 488
		SP:Iteration 1F (7458.130000 sec): 3 clusters
  Score: Raw -111960.886360 + Penalty 2360.582126 = -109600.304234
  nChanged 131
		SP:Iteration 2F (7458.310000 sec): 3 clusters
  Score: Raw -112163.245510 + Penalty 2360.582126 = -109802.663384
  nChanged 116
		SP:Iteration 3F (7458.490000 sec): 3 clusters
  Score: Raw -112318.154288 + Penalty 2360.582126 = -109957.572162
  nChanged 82
		SP:Iteration 4F (7458.690000 sec): 3 clusters
  Score: Raw -112439.272211 + Penalty 2360.582126 = -110078.690085
  nChanged 60
		SP:Iteration 5Q (7458.910000 sec): 3 clusters
  Score: Raw -112512.231607 + Penalty 2360.582126 = -110151.649482
  nChanged 38
		SP:Iteration 6Q (7459.120000 sec): 3 clusters
  Score: Raw -112547.276413 + Penalty 2360.582126 = -110186.694288
  nChanged 18
		SP:Iteration 7Q (7459.280000 sec): 3 clusters
  Score: Raw -112561.835739 + Penalty 2360.582126 = -110201.253614
  nChanged 14
		SP:Iteration 8Q (7459.430000 sec): 3 clusters
  Score: Raw -112572.992015 + Penalty 2360.582126 = -110212.409889
  nChanged 11
		SP:Iteration 9Q (7459.640000 sec): 3 clusters
  Score: Raw -112579.120944 + Penalty 2360.582126 = -110218.538818
  nChanged 7
		SP:Iteration 10Q (7459.880000 sec): 3 clusters
  Score: Raw -112584.842614 + Penalty 2360.582126 = -110224.260488
  nChanged 10
		SP:Iteration 11Q (7460.070000 sec): 3 clusters
  Score: Raw -112592.683574 + Penalty 2360.582126 = -110232.101449
  nChanged 3
		SP:Iteration 12Q (7460.260000 sec): 3 clusters
  Score: Raw -112595.109353 + Penalty 2360.582126 = -110234.527227
  nChanged 1
		SP:Iteration 13Q (7460.450000 sec): 3 clusters
  Score: Raw -112595.719538 + Penalty 2360.582126 = -110235.137412
  nChanged 1
		SP:Iteration 14Q (7460.600000 sec): 3 clusters
  Score: Raw -112596.643221 + Penalty 2360.582126 = -110236.061096
  nChanged 2
		SP:Iteration 15Q (7460.780000 sec): 3 clusters
  Score: Raw -112598.156515 + Penalty 2360.582126 = -110237.574390
  nChanged 2
		SP:Iteration 16Q (7460.950000 sec): 3 clusters
  Score: Raw -112599.170768 + Penalty 2360.582126 = -110238.588643
  nChanged 1
		SP:Iteration 17Q (7461.090000 sec): 3 clusters
  Score: Raw -112599.433399 + Penalty 2360.582126 = -110238.851274
  nChanged 0
		SP:Iteration 18F (7461.290000 sec): 3 clusters
  Score: Raw -112599.433399 + Penalty 2360.582126 = -110238.851274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7461.440000 sec): 2 clusters
  Score: Raw -123366.702828 + Penalty 1212.423146 = -122154.279682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7461.620000 sec): 3 clusters
  Score: Raw -122686.494618 + Penalty 2424.846292 = -120261.648325
  nChanged 587
		SP:Iteration 1F (7461.800000 sec): 3 clusters
  Score: Raw -123205.663890 + Penalty 2424.846292 = -120780.817597
  nChanged 152
		SP:Iteration 2F (7461.960000 sec): 3 clusters
  Score: Raw -123369.880855 + Penalty 2424.846292 = -120945.034563
  nChanged 104
		SP:Iteration 3F (7462.120000 sec): 3 clusters
  Score: Raw -123468.273802 + Penalty 2424.846292 = -121043.427510
  nChanged 77
		SP:Iteration 4Q (7462.340000 sec): 3 clusters
  Score: Raw -123545.676394 + Penalty 2424.846292 = -121120.830102
  nChanged 44
		SP:Iteration 5Q (7462.500000 sec): 3 clusters
  Score: Raw -123579.769400 + Penalty 2424.846292 = -121154.923108
  nChanged 34
		SP:Iteration 6Q (7462.680000 sec): 3 clusters
  Score: Raw -123604.653513 + Penalty 2424.846292 = -121179.807221
  nChanged 31
		SP:Iteration 7Q (7462.890000 sec): 3 clusters
  Score: Raw -123627.088033 + Penalty 2424.846292 = -121202.241741
  nChanged 25
		SP:Iteration 8Q (7463.090000 sec): 3 clusters
  Score: Raw -123649.918265 + Penalty 2424.846292 = -121225.071973
  nChanged 24
		SP:Iteration 9Q (7463.290000 sec): 3 clusters
  Score: Raw -123670.677390 + Penalty 2424.846292 = -121245.831098
  nChanged 25
		SP:Iteration 10Q (7463.460000 sec): 3 clusters
  Score: Raw -123689.452593 + Penalty 2424.846292 = -121264.606301
  nChanged 22
		SP:Iteration 11Q (7463.650000 sec): 3 clusters
  Score: Raw -123708.793665 + Penalty 2424.846292 = -121283.947373
  nChanged 16
		SP:Iteration 12Q (7463.850000 sec): 3 clusters
  Score: Raw -123718.173442 + Penalty 2424.846292 = -121293.327150
  nChanged 6
		SP:Iteration 13Q (7464.010000 sec): 3 clusters
  Score: Raw -123721.315092 + Penalty 2424.846292 = -121296.468799
  nChanged 4
		SP:Iteration 14Q (7464.190000 sec): 3 clusters
  Score: Raw -123723.762523 + Penalty 2424.846292 = -121298.916231
  nChanged 1
		SP:Iteration 15Q (7464.370000 sec): 3 clusters
  Score: Raw -123724.177080 + Penalty 2424.846292 = -121299.330788
  nChanged 2
		SP:Iteration 16Q (7464.580000 sec): 3 clusters
  Score: Raw -123724.532402 + Penalty 2424.846292 = -121299.686110
  nChanged 1
		SP:Iteration 17Q (7464.800000 sec): 3 clusters
  Score: Raw -123724.934059 + Penalty 2424.846292 = -121300.087767
  nChanged 0
		SP:Iteration 18F (7465.000000 sec): 3 clusters
  Score: Raw -123724.934059 + Penalty 2424.846292 = -121300.087767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7465.070000 sec): 2 clusters
  Score: Raw -108783.415810 + Penalty 1194.771679 = -107588.644132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7465.260000 sec): 3 clusters
  Score: Raw -108214.146736 + Penalty 2389.543358 = -105824.603379
  nChanged 527
		SP:Iteration 1F (7465.440000 sec): 3 clusters
  Score: Raw -108671.527322 + Penalty 2389.543358 = -106281.983965
  nChanged 146
		SP:Iteration 2F (7465.640000 sec): 3 clusters
  Score: Raw -108805.593882 + Penalty 2389.543358 = -106416.050524
  nChanged 79
		SP:Iteration 3F (7465.800000 sec): 3 clusters
  Score: Raw -108906.233445 + Penalty 2389.543358 = -106516.690087
  nChanged 66
		SP:Iteration 4Q (7466.010000 sec): 3 clusters
  Score: Raw -108975.619915 + Penalty 2389.543358 = -106586.076557
  nChanged 45
		SP:Iteration 5Q (7466.190000 sec): 3 clusters
  Score: Raw -109021.698123 + Penalty 2389.543358 = -106632.154765
  nChanged 33
		SP:Iteration 6Q (7466.370000 sec): 3 clusters
  Score: Raw -109047.922807 + Penalty 2389.543358 = -106658.379450
  nChanged 17
		SP:Iteration 7Q (7466.520000 sec): 3 clusters
  Score: Raw -109058.472174 + Penalty 2389.543358 = -106668.928817
  nChanged 16
		SP:Iteration 8Q (7466.710000 sec): 3 clusters
  Score: Raw -109069.660869 + Penalty 2389.543358 = -106680.117512
  nChanged 14
		SP:Iteration 9Q (7466.940000 sec): 3 clusters
  Score: Raw -109093.094065 + Penalty 2389.543358 = -106703.550708
  nChanged 17
		SP:Iteration 10Q (7467.070000 sec): 3 clusters
  Score: Raw -109117.712863 + Penalty 2389.543358 = -106728.169506
  nChanged 19
		SP:Iteration 11Q (7467.240000 sec): 3 clusters
  Score: Raw -109130.105031 + Penalty 2389.543358 = -106740.561673
  nChanged 7
		SP:Iteration 12Q (7467.450000 sec): 3 clusters
  Score: Raw -109136.016740 + Penalty 2389.543358 = -106746.473383
  nChanged 9
		SP:Iteration 13Q (7467.640000 sec): 3 clusters
  Score: Raw -109142.121689 + Penalty 2389.543358 = -106752.578331
  nChanged 0
		SP:Iteration 14F (7467.790000 sec): 3 clusters
  Score: Raw -109142.121689 + Penalty 2389.543358 = -106752.578331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7467.930000 sec): 2 clusters
  Score: Raw -225251.971653 + Penalty 1312.029260 = -223939.942393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.120000 sec): 3 clusters
  Score: Raw -223722.461550 + Penalty 2624.058520 = -221098.403030
  nChanged 1258
		SP:Iteration 1F (7468.310000 sec): 3 clusters
  Score: Raw -224746.235618 + Penalty 2624.058520 = -222122.177097
  nChanged 320
		SP:Iteration 2F (7468.470000 sec): 3 clusters
  Score: Raw -225032.059556 + Penalty 2624.058520 = -222408.001036
  nChanged 222
		SP:Iteration 3F (7468.650000 sec): 3 clusters
  Score: Raw -225228.982031 + Penalty 2624.058520 = -222604.923511
  nChanged 161
		SP:Iteration 4F (7468.800000 sec): 3 clusters
  Score: Raw -225370.320168 + Penalty 2624.058520 = -222746.261648
  nChanged 134
		SP:Iteration 5Q (7468.970000 sec): 3 clusters
  Score: Raw -225478.641110 + Penalty 2624.058520 = -222854.582590
  nChanged 104
		SP:Iteration 6Q (7469.160000 sec): 3 clusters
  Score: Raw -225550.833727 + Penalty 2624.058520 = -222926.775206
  nChanged 84
		SP:Iteration 7Q (7469.390000 sec): 3 clusters
  Score: Raw -225610.642572 + Penalty 2624.058520 = -222986.584051
  nChanged 68
		SP:Iteration 8Q (7469.600000 sec): 3 clusters
  Score: Raw -225649.359166 + Penalty 2624.058520 = -223025.300645
  nChanged 59
		SP:Iteration 9Q (7469.760000 sec): 3 clusters
  Score: Raw -225679.811037 + Penalty 2624.058520 = -223055.752517
  nChanged 42
		SP:Iteration 10Q (7469.930000 sec): 3 clusters
  Score: Raw -225701.445944 + Penalty 2624.058520 = -223077.387423
  nChanged 43
		SP:Iteration 11Q (7470.150000 sec): 3 clusters
  Score: Raw -225722.782972 + Penalty 2624.058520 = -223098.724452
  nChanged 44
		SP:Iteration 12Q (7470.310000 sec): 3 clusters
  Score: Raw -225746.466751 + Penalty 2624.058520 = -223122.408231
  nChanged 35
		SP:Iteration 13Q (7470.530000 sec): 3 clusters
  Score: Raw -225765.600274 + Penalty 2624.058520 = -223141.541754
  nChanged 26
		SP:Iteration 14Q (7470.690000 sec): 3 clusters
  Score: Raw -225782.622630 + Penalty 2624.058520 = -223158.564110
  nChanged 26
		SP:Iteration 15Q (7470.840000 sec): 3 clusters
  Score: Raw -225795.981029 + Penalty 2624.058520 = -223171.922509
  nChanged 22
		SP:Iteration 16Q (7471.070000 sec): 3 clusters
  Score: Raw -225804.091569 + Penalty 2624.058520 = -223180.033048
  nChanged 18
		SP:Iteration 17Q (7471.270000 sec): 3 clusters
  Score: Raw -225810.921671 + Penalty 2624.058520 = -223186.863151
  nChanged 10
		SP:Iteration 18Q (7471.410000 sec): 3 clusters
  Score: Raw -225814.815235 + Penalty 2624.058520 = -223190.756714
  nChanged 12
		SP:Iteration 19Q (7471.620000 sec): 3 clusters
  Score: Raw -225819.861755 + Penalty 2624.058520 = -223195.803235
  nChanged 9
		SP:Iteration 20F (7471.780000 sec): 3 clusters
  Score: Raw -225824.349628 + Penalty 2624.058520 = -223200.291108
  nChanged 14
		SP:Iteration 21Q (7471.940000 sec): 3 clusters
  Score: Raw -225828.249868 + Penalty 2624.058520 = -223204.191348
  nChanged 12
		SP:Iteration 22Q (7472.140000 sec): 3 clusters
  Score: Raw -225832.405089 + Penalty 2624.058520 = -223208.346569
  nChanged 16
		SP:Iteration 23Q (7472.360000 sec): 3 clusters
  Score: Raw -225837.106655 + Penalty 2624.058520 = -223213.048135
  nChanged 9
		SP:Iteration 24Q (7472.550000 sec): 3 clusters
  Score: Raw -225840.028182 + Penalty 2624.058520 = -223215.969662
  nChanged 9
		SP:Iteration 25Q (7472.710000 sec): 3 clusters
  Score: Raw -225843.171660 + Penalty 2624.058520 = -223219.113140
  nChanged 8
		SP:Iteration 26Q (7472.910000 sec): 3 clusters
  Score: Raw -225845.134377 + Penalty 2624.058520 = -223221.075857
  nChanged 4
		SP:Iteration 27Q (7473.070000 sec): 3 clusters
  Score: Raw -225846.743822 + Penalty 2624.058520 = -223222.685301
  nChanged 2
		SP:Iteration 28Q (7473.230000 sec): 3 clusters
  Score: Raw -225847.110584 + Penalty 2624.058520 = -223223.052064
  nChanged 0
		SP:Iteration 29F (7473.440000 sec): 3 clusters
  Score: Raw -225847.110584 + Penalty 2624.058520 = -223223.052064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7473.520000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7473.660000 sec): 3 clusters
  Score: Raw -35436.282025 + Penalty 1975.978288 = -33460.303737
  nChanged 108
		SP:Iteration 1F (7473.800000 sec): 3 clusters
  Score: Raw -35605.318490 + Penalty 1975.978288 = -33629.340202
  nChanged 31
		SP:Iteration 2F (7473.990000 sec): 3 clusters
  Score: Raw -35675.799661 + Penalty 1975.978288 = -33699.821372
  nChanged 19
		SP:Iteration 3Q (7474.190000 sec): 3 clusters
  Score: Raw -35725.473461 + Penalty 1975.978288 = -33749.495173
  nChanged 11
		SP:Iteration 4Q (7474.330000 sec): 3 clusters
  Score: Raw -35758.685980 + Penalty 1975.978288 = -33782.707691
  nChanged 9
		SP:Iteration 5Q (7474.550000 sec): 3 clusters
  Score: Raw -35792.242496 + Penalty 1975.978288 = -33816.264207
  nChanged 5
		SP:Iteration 6Q (7474.690000 sec): 3 clusters
  Score: Raw -35800.759515 + Penalty 1975.978288 = -33824.781227
  nChanged 4
		SP:Iteration 7Q (7474.860000 sec): 3 clusters
  Score: Raw -35811.149366 + Penalty 1975.978288 = -33835.171078
  nChanged 2
		SP:Iteration 8Q (7475.030000 sec): 3 clusters
  Score: Raw -35813.048775 + Penalty 1975.978288 = -33837.070486
  nChanged 2
		SP:Iteration 9Q (7475.210000 sec): 3 clusters
  Score: Raw -35816.523007 + Penalty 1975.978288 = -33840.544719
  nChanged 1
		SP:Iteration 10Q (7475.400000 sec): 3 clusters
  Score: Raw -35818.730364 + Penalty 1975.978288 = -33842.752076
  nChanged 0
		SP:Iteration 11F (7475.620000 sec): 3 clusters
  Score: Raw -35818.730364 + Penalty 1975.978288 = -33842.752076
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7475.700000 sec): 2 clusters
  Score: Raw -220141.248079 + Penalty 1280.876174 = -218860.371905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7475.940000 sec): 3 clusters
  Score: Raw -218948.351209 + Penalty 2561.752349 = -216386.598860
  nChanged 960
		SP:Iteration 1F (7476.110000 sec): 3 clusters
  Score: Raw -219519.923216 + Penalty 2561.752349 = -216958.170867
  nChanged 207
		SP:Iteration 2F (7476.260000 sec): 3 clusters
  Score: Raw -219634.184480 + Penalty 2561.752349 = -217072.432131
  nChanged 125
		SP:Iteration 3Q (7476.450000 sec): 3 clusters
  Score: Raw -219714.576567 + Penalty 2561.752349 = -217152.824218
  nChanged 112
		SP:Iteration 4Q (7476.630000 sec): 3 clusters
  Score: Raw -219785.004718 + Penalty 2561.752349 = -217223.252369
  nChanged 98
		SP:Iteration 5Q (7476.830000 sec): 3 clusters
  Score: Raw -219848.798795 + Penalty 2561.752349 = -217287.046446
  nChanged 98
		SP:Iteration 6Q (7477.040000 sec): 3 clusters
  Score: Raw -219915.629487 + Penalty 2561.752349 = -217353.877138
  nChanged 89
		SP:Iteration 7Q (7477.220000 sec): 3 clusters
  Score: Raw -219965.662191 + Penalty 2561.752349 = -217403.909842
  nChanged 64
		SP:Iteration 8Q (7477.370000 sec): 3 clusters
  Score: Raw -219997.624764 + Penalty 2561.752349 = -217435.872415
  nChanged 46
		SP:Iteration 9Q (7477.560000 sec): 3 clusters
  Score: Raw -220020.178311 + Penalty 2561.752349 = -217458.425963
  nChanged 40
		SP:Iteration 10Q (7477.730000 sec): 3 clusters
  Score: Raw -220041.308024 + Penalty 2561.752349 = -217479.555675
  nChanged 48
		SP:Iteration 11Q (7477.910000 sec): 3 clusters
  Score: Raw -220069.427135 + Penalty 2561.752349 = -217507.674787
  nChanged 41
		SP:Iteration 12Q (7478.130000 sec): 3 clusters
  Score: Raw -220094.262491 + Penalty 2561.752349 = -217532.510142
  nChanged 45
		SP:Iteration 13Q (7478.300000 sec): 3 clusters
  Score: Raw -220122.559236 + Penalty 2561.752349 = -217560.806888
  nChanged 47
		SP:Iteration 14Q (7478.460000 sec): 3 clusters
  Score: Raw -220158.412740 + Penalty 2561.752349 = -217596.660392
  nChanged 49
		SP:Iteration 15Q (7478.670000 sec): 3 clusters
  Score: Raw -220200.866996 + Penalty 2561.752349 = -217639.114648
  nChanged 52
		SP:Iteration 16Q (7478.820000 sec): 3 clusters
  Score: Raw -220243.751895 + Penalty 2561.752349 = -217681.999547
  nChanged 54
		SP:Iteration 17Q (7479.010000 sec): 3 clusters
  Score: Raw -220286.116065 + Penalty 2561.752349 = -217724.363716
  nChanged 55
		SP:Iteration 18Q (7479.190000 sec): 3 clusters
  Score: Raw -220320.817031 + Penalty 2561.752349 = -217759.064683
  nChanged 43
		SP:Iteration 19Q (7479.360000 sec): 3 clusters
  Score: Raw -220352.881067 + Penalty 2561.752349 = -217791.128718
  nChanged 34
		SP:Iteration 20F (7479.560000 sec): 3 clusters
  Score: Raw -220374.165702 + Penalty 2561.752349 = -217812.413353
  nChanged 31
		SP:Iteration 21Q (7479.760000 sec): 3 clusters
  Score: Raw -220392.895360 + Penalty 2561.752349 = -217831.143012
  nChanged 28
		SP:Iteration 22Q (7479.910000 sec): 3 clusters
  Score: Raw -220407.654391 + Penalty 2561.752349 = -217845.902042
  nChanged 17
		SP:Iteration 23Q (7480.100000 sec): 3 clusters
  Score: Raw -220416.479298 + Penalty 2561.752349 = -217854.726949
  nChanged 10
		SP:Iteration 24Q (7480.310000 sec): 3 clusters
  Score: Raw -220420.146466 + Penalty 2561.752349 = -217858.394117
  nChanged 5
		SP:Iteration 25Q (7480.460000 sec): 3 clusters
  Score: Raw -220421.645302 + Penalty 2561.752349 = -217859.892953
  nChanged 3
		SP:Iteration 26Q (7480.640000 sec): 3 clusters
  Score: Raw -220422.966342 + Penalty 2561.752349 = -217861.213993
  nChanged 3
		SP:Iteration 27Q (7480.830000 sec): 3 clusters
  Score: Raw -220424.639050 + Penalty 2561.752349 = -217862.886702
  nChanged 4
		SP:Iteration 28Q (7481.040000 sec): 3 clusters
  Score: Raw -220426.529245 + Penalty 2561.752349 = -217864.776897
  nChanged 4
		SP:Iteration 29Q (7481.190000 sec): 3 clusters
  Score: Raw -220427.944728 + Penalty 2561.752349 = -217866.192380
  nChanged 1
		SP:Iteration 30Q (7481.370000 sec): 3 clusters
  Score: Raw -220428.129625 + Penalty 2561.752349 = -217866.377276
  nChanged 2
		SP:Iteration 31Q (7481.570000 sec): 3 clusters
  Score: Raw -220429.133718 + Penalty 2561.752349 = -217867.381369
  nChanged 3
		SP:Iteration 32Q (7481.770000 sec): 3 clusters
  Score: Raw -220430.213344 + Penalty 2561.752349 = -217868.460995
  nChanged 3
		SP:Iteration 33Q (7481.940000 sec): 3 clusters
  Score: Raw -220431.396964 + Penalty 2561.752349 = -217869.644615
  nChanged 1
		SP:Iteration 34Q (7482.160000 sec): 3 clusters
  Score: Raw -220432.105345 + Penalty 2561.752349 = -217870.352996
  nChanged 0
		SP:Iteration 35F (7482.310000 sec): 3 clusters
  Score: Raw -220432.105345 + Penalty 2561.752349 = -217870.352996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7482.440000 sec): 2 clusters
  Score: Raw -352200.864386 + Penalty 1366.162702 = -350834.701684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7482.620000 sec): 3 clusters
  Score: Raw -349966.045314 + Penalty 2732.325403 = -347233.719911
  nChanged 1775
		SP:Iteration 1F (7482.780000 sec): 3 clusters
  Score: Raw -350977.769737 + Penalty 2732.325403 = -348245.444334
  nChanged 332
		SP:Iteration 2F (7482.970000 sec): 3 clusters
  Score: Raw -351169.808631 + Penalty 2732.325403 = -348437.483228
  nChanged 222
		SP:Iteration 3Q (7483.170000 sec): 3 clusters
  Score: Raw -351285.480158 + Penalty 2732.325403 = -348553.154755
  nChanged 202
		SP:Iteration 4Q (7483.400000 sec): 3 clusters
  Score: Raw -351391.148591 + Penalty 2732.325403 = -348658.823188
  nChanged 151
		SP:Iteration 5Q (7483.600000 sec): 3 clusters
  Score: Raw -351472.475399 + Penalty 2732.325403 = -348740.149996
  nChanged 153
		SP:Iteration 6Q (7483.780000 sec): 3 clusters
  Score: Raw -351557.341015 + Penalty 2732.325403 = -348825.015612
  nChanged 138
		SP:Iteration 7Q (7484.000000 sec): 3 clusters
  Score: Raw -351622.160934 + Penalty 2732.325403 = -348889.835531
  nChanged 125
		SP:Iteration 8Q (7484.170000 sec): 3 clusters
  Score: Raw -351689.063656 + Penalty 2732.325403 = -348956.738253
  nChanged 127
		SP:Iteration 9Q (7484.380000 sec): 3 clusters
  Score: Raw -351752.681101 + Penalty 2732.325403 = -349020.355698
  nChanged 117
		SP:Iteration 10Q (7484.540000 sec): 3 clusters
  Score: Raw -351802.805293 + Penalty 2732.325403 = -349070.479890
  nChanged 96
		SP:Iteration 11Q (7484.720000 sec): 3 clusters
  Score: Raw -351844.099926 + Penalty 2732.325403 = -349111.774523
  nChanged 87
		SP:Iteration 12Q (7484.900000 sec): 3 clusters
  Score: Raw -351878.825849 + Penalty 2732.325403 = -349146.500446
  nChanged 69
		SP:Iteration 13Q (7485.110000 sec): 3 clusters
  Score: Raw -351907.538941 + Penalty 2732.325403 = -349175.213538
  nChanged 83
		SP:Iteration 14Q (7485.300000 sec): 3 clusters
  Score: Raw -351948.987256 + Penalty 2732.325403 = -349216.661853
  nChanged 74
		SP:Iteration 15Q (7485.470000 sec): 3 clusters
  Score: Raw -351977.895435 + Penalty 2732.325403 = -349245.570032
  nChanged 69
		SP:Iteration 16Q (7485.680000 sec): 3 clusters
  Score: Raw -352003.690299 + Penalty 2732.325403 = -349271.364896
  nChanged 62
		SP:Iteration 17Q (7485.830000 sec): 3 clusters
  Score: Raw -352030.009926 + Penalty 2732.325403 = -349297.684523
  nChanged 55
		SP:Iteration 18Q (7486.020000 sec): 3 clusters
  Score: Raw -352053.197909 + Penalty 2732.325403 = -349320.872506
  nChanged 50
		SP:Iteration 19Q (7486.220000 sec): 3 clusters
  Score: Raw -352078.172287 + Penalty 2732.325403 = -349345.846884
  nChanged 59
		SP:Iteration 20F (7486.420000 sec): 3 clusters
  Score: Raw -352106.858965 + Penalty 2732.325403 = -349374.533562
  nChanged 56
		SP:Iteration 21Q (7486.630000 sec): 3 clusters
  Score: Raw -352132.133127 + Penalty 2732.325403 = -349399.807724
  nChanged 53
		SP:Iteration 22Q (7486.820000 sec): 3 clusters
  Score: Raw -352155.757483 + Penalty 2732.325403 = -349423.432080
  nChanged 54
		SP:Iteration 23Q (7486.980000 sec): 3 clusters
  Score: Raw -352180.507298 + Penalty 2732.325403 = -349448.181895
  nChanged 51
		SP:Iteration 24Q (7487.200000 sec): 3 clusters
  Score: Raw -352207.370612 + Penalty 2732.325403 = -349475.045209
  nChanged 44
		SP:Iteration 25Q (7487.360000 sec): 3 clusters
  Score: Raw -352231.177492 + Penalty 2732.325403 = -349498.852089
  nChanged 43
		SP:Iteration 26Q (7487.580000 sec): 3 clusters
  Score: Raw -352251.783114 + Penalty 2732.325403 = -349519.457711
  nChanged 29
		SP:Iteration 27Q (7487.760000 sec): 3 clusters
  Score: Raw -352265.394486 + Penalty 2732.325403 = -349533.069083
  nChanged 36
		SP:Iteration 28Q (7487.950000 sec): 3 clusters
  Score: Raw -352282.339679 + Penalty 2732.325403 = -349550.014276
  nChanged 34
		SP:Iteration 29Q (7488.120000 sec): 3 clusters
  Score: Raw -352298.471509 + Penalty 2732.325403 = -349566.146106
  nChanged 43
		SP:Iteration 30Q (7488.330000 sec): 3 clusters
  Score: Raw -352320.035987 + Penalty 2732.325403 = -349587.710584
  nChanged 31
		SP:Iteration 31Q (7488.500000 sec): 3 clusters
  Score: Raw -352336.772948 + Penalty 2732.325403 = -349604.447545
  nChanged 21
		SP:Iteration 32Q (7488.750000 sec): 3 clusters
  Score: Raw -352343.754823 + Penalty 2732.325403 = -349611.429420
  nChanged 18
		SP:Iteration 33Q (7488.920000 sec): 3 clusters
  Score: Raw -352350.119151 + Penalty 2732.325403 = -349617.793748
  nChanged 13
		SP:Iteration 34Q (7489.110000 sec): 3 clusters
  Score: Raw -352355.075874 + Penalty 2732.325403 = -349622.750471
  nChanged 13
		SP:Iteration 35Q (7489.280000 sec): 3 clusters
  Score: Raw -352360.198938 + Penalty 2732.325403 = -349627.873535
  nChanged 9
		SP:Iteration 36Q (7489.480000 sec): 3 clusters
  Score: Raw -352363.478902 + Penalty 2732.325403 = -349631.153499
  nChanged 5
		SP:Iteration 37Q (7489.610000 sec): 3 clusters
  Score: Raw -352364.881937 + Penalty 2732.325403 = -349632.556534
  nChanged 5
		SP:Iteration 38Q (7489.830000 sec): 3 clusters
  Score: Raw -352367.695515 + Penalty 2732.325403 = -349635.370112
  nChanged 7
		SP:Iteration 39Q (7490.000000 sec): 3 clusters
  Score: Raw -352370.718197 + Penalty 2732.325403 = -349638.392794
  nChanged 7
		SP:Iteration 40F (7490.200000 sec): 3 clusters
  Score: Raw -352372.684809 + Penalty 2732.325403 = -349640.359406
  nChanged 4
		SP:Iteration 41Q (7490.380000 sec): 3 clusters
  Score: Raw -352375.601677 + Penalty 2732.325403 = -349643.276274
  nChanged 4
		SP:Iteration 42Q (7490.600000 sec): 3 clusters
  Score: Raw -352377.100001 + Penalty 2732.325403 = -349644.774598
  nChanged 4
		SP:Iteration 43Q (7490.790000 sec): 3 clusters
  Score: Raw -352379.551461 + Penalty 2732.325403 = -349647.226058
  nChanged 7
		SP:Iteration 44Q (7490.970000 sec): 3 clusters
  Score: Raw -352382.721006 + Penalty 2732.325403 = -349650.395603
  nChanged 2
		SP:Iteration 45Q (7491.170000 sec): 3 clusters
  Score: Raw -352383.287354 + Penalty 2732.325403 = -349650.961951
  nChanged 2
		SP:Iteration 46Q (7491.370000 sec): 3 clusters
  Score: Raw -352384.033276 + Penalty 2732.325403 = -349651.707873
  nChanged 0
		SP:Iteration 47F (7491.540000 sec): 3 clusters
  Score: Raw -352384.033276 + Penalty 2732.325403 = -349651.707873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.630000 sec): 2 clusters
  Score: Raw -43628.364374 + Penalty 1066.626523 = -42561.737851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7491.820000 sec): 3 clusters
  Score: Raw -43453.973370 + Penalty 2133.253046 = -41320.720324
  nChanged 198
		SP:Iteration 1F (7491.990000 sec): 3 clusters
  Score: Raw -43680.252190 + Penalty 2133.253046 = -41546.999144
  nChanged 53
		SP:Iteration 2F (7492.170000 sec): 3 clusters
  Score: Raw -43779.577998 + Penalty 2133.253046 = -41646.324952
  nChanged 36
		SP:Iteration 3F (7492.330000 sec): 3 clusters
  Score: Raw -43836.613683 + Penalty 2133.253046 = -41703.360636
  nChanged 22
		SP:Iteration 4Q (7492.510000 sec): 3 clusters
  Score: Raw -43871.927863 + Penalty 2133.253046 = -41738.674817
  nChanged 15
		SP:Iteration 5Q (7492.700000 sec): 3 clusters
  Score: Raw -43897.185807 + Penalty 2133.253046 = -41763.932761
  nChanged 16
		SP:Iteration 6Q (7492.910000 sec): 3 clusters
  Score: Raw -43919.529599 + Penalty 2133.253046 = -41786.276553
  nChanged 11
		SP:Iteration 7Q (7493.090000 sec): 3 clusters
  Score: Raw -43938.348238 + Penalty 2133.253046 = -41805.095192
  nChanged 7
		SP:Iteration 8Q (7493.240000 sec): 3 clusters
  Score: Raw -43947.892486 + Penalty 2133.253046 = -41814.639440
  nChanged 4
		SP:Iteration 9Q (7493.440000 sec): 3 clusters
  Score: Raw -43954.792058 + Penalty 2133.253046 = -41821.539012
  nChanged 4
		SP:Iteration 10Q (7493.670000 sec): 3 clusters
  Score: Raw -43964.655798 + Penalty 2133.253046 = -41831.402752
  nChanged 2
		SP:Iteration 11Q (7493.790000 sec): 3 clusters
  Score: Raw -43966.454546 + Penalty 2133.253046 = -41833.201500
  nChanged 4
		SP:Iteration 12Q (7493.960000 sec): 3 clusters
  Score: Raw -43972.427481 + Penalty 2133.253046 = -41839.174435
  nChanged 7
		SP:Iteration 13Q (7494.120000 sec): 3 clusters
  Score: Raw -43985.863095 + Penalty 2133.253046 = -41852.610049
  nChanged 6
		SP:Iteration 14Q (7494.300000 sec): 3 clusters
  Score: Raw -43997.817197 + Penalty 2133.253046 = -41864.564151
  nChanged 5
		SP:Iteration 15Q (7494.480000 sec): 3 clusters
  Score: Raw -44006.101773 + Penalty 2133.253046 = -41872.848727
  nChanged 4
		SP:Iteration 16Q (7494.670000 sec): 3 clusters
  Score: Raw -44010.041903 + Penalty 2133.253046 = -41876.788857
  nChanged 3
		SP:Iteration 17Q (7494.860000 sec): 3 clusters
  Score: Raw -44016.392489 + Penalty 2133.253046 = -41883.139443
  nChanged 5
		SP:Iteration 18Q (7495.040000 sec): 3 clusters
  Score: Raw -44027.757005 + Penalty 2133.253046 = -41894.503959
  nChanged 3
		SP:Iteration 19Q (7495.180000 sec): 3 clusters
  Score: Raw -44035.801834 + Penalty 2133.253046 = -41902.548788
  nChanged 6
		SP:Iteration 20F (7495.340000 sec): 3 clusters
  Score: Raw -44039.788471 + Penalty 2133.253046 = -41906.535425
  nChanged 3
		SP:Iteration 21Q (7495.510000 sec): 3 clusters
  Score: Raw -44041.877404 + Penalty 2133.253046 = -41908.624358
  nChanged 3
		SP:Iteration 22Q (7495.680000 sec): 3 clusters
  Score: Raw -44044.809027 + Penalty 2133.253046 = -41911.555981
  nChanged 5
		SP:Iteration 23Q (7495.870000 sec): 3 clusters
  Score: Raw -44049.558664 + Penalty 2133.253046 = -41916.305618
  nChanged 4
		SP:Iteration 24Q (7496.040000 sec): 3 clusters
  Score: Raw -44054.790322 + Penalty 2133.253046 = -41921.537276
  nChanged 8
		SP:Iteration 25Q (7496.200000 sec): 3 clusters
  Score: Raw -44065.190293 + Penalty 2133.253046 = -41931.937247
  nChanged 5
		SP:Iteration 26Q (7496.370000 sec): 3 clusters
  Score: Raw -44070.856415 + Penalty 2133.253046 = -41937.603369
  nChanged 3
		SP:Iteration 27Q (7496.560000 sec): 3 clusters
  Score: Raw -44075.616421 + Penalty 2133.253046 = -41942.363375
  nChanged 6
		SP:Iteration 28Q (7496.770000 sec): 3 clusters
  Score: Raw -44094.788360 + Penalty 2133.253046 = -41961.535314
  nChanged 8
		SP:Iteration 29Q (7496.970000 sec): 3 clusters
  Score: Raw -44108.131168 + Penalty 2133.253046 = -41974.878122
  nChanged 6
		SP:Iteration 30Q (7497.150000 sec): 3 clusters
  Score: Raw -44117.869107 + Penalty 2133.253046 = -41984.616061
  nChanged 3
		SP:Iteration 31Q (7497.360000 sec): 3 clusters
  Score: Raw -44122.338476 + Penalty 2133.253046 = -41989.085430
  nChanged 0
		SP:Iteration 32F (7497.510000 sec): 3 clusters
  Score: Raw -44122.338476 + Penalty 2133.253046 = -41989.085430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7497.640000 sec): 2 clusters
  Score: Raw -156378.296378 + Penalty 1216.483550 = -155161.812828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7497.840000 sec): 3 clusters
  Score: Raw -155654.157860 + Penalty 2432.967101 = -153221.190759
  nChanged 590
		SP:Iteration 1F (7498.040000 sec): 3 clusters
  Score: Raw -156068.846056 + Penalty 2432.967101 = -153635.878955
  nChanged 134
		SP:Iteration 2F (7498.210000 sec): 3 clusters
  Score: Raw -156170.239858 + Penalty 2432.967101 = -153737.272757
  nChanged 79
		SP:Iteration 3Q (7498.350000 sec): 3 clusters
  Score: Raw -156221.623543 + Penalty 2432.967101 = -153788.656442
  nChanged 47
		SP:Iteration 4Q (7498.520000 sec): 3 clusters
  Score: Raw -156251.623562 + Penalty 2432.967101 = -153818.656461
  nChanged 30
		SP:Iteration 5Q (7498.680000 sec): 3 clusters
  Score: Raw -156269.717938 + Penalty 2432.967101 = -153836.750837
  nChanged 24
		SP:Iteration 6Q (7498.860000 sec): 3 clusters
  Score: Raw -156284.574219 + Penalty 2432.967101 = -153851.607118
  nChanged 22
		SP:Iteration 7Q (7499.090000 sec): 3 clusters
  Score: Raw -156295.833569 + Penalty 2432.967101 = -153862.866468
  nChanged 10
		SP:Iteration 8Q (7499.260000 sec): 3 clusters
  Score: Raw -156301.168185 + Penalty 2432.967101 = -153868.201084
  nChanged 6
		SP:Iteration 9Q (7499.400000 sec): 3 clusters
  Score: Raw -156303.704052 + Penalty 2432.967101 = -153870.736951
  nChanged 7
		SP:Iteration 10Q (7499.590000 sec): 3 clusters
  Score: Raw -156307.740441 + Penalty 2432.967101 = -153874.773340
  nChanged 7
		SP:Iteration 11Q (7499.770000 sec): 3 clusters
  Score: Raw -156311.070762 + Penalty 2432.967101 = -153878.103662
  nChanged 6
		SP:Iteration 12Q (7499.980000 sec): 3 clusters
  Score: Raw -156313.971498 + Penalty 2432.967101 = -153881.004397
  nChanged 5
		SP:Iteration 13Q (7500.160000 sec): 3 clusters
  Score: Raw -156315.393528 + Penalty 2432.967101 = -153882.426427
  nChanged 1
		SP:Iteration 14Q (7500.350000 sec): 3 clusters
  Score: Raw -156315.832322 + Penalty 2432.967101 = -153882.865222
  nChanged 0
		SP:Iteration 15F (7500.550000 sec): 3 clusters
  Score: Raw -156315.832322 + Penalty 2432.967101 = -153882.865222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7500.610000 sec): 2 clusters
  Score: Raw -81952.082223 + Penalty 1122.997003 = -80829.085220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7500.840000 sec): 3 clusters
  Score: Raw -81670.388872 + Penalty 2245.994006 = -79424.394865
  nChanged 310
		SP:Iteration 1F (7501.010000 sec): 3 clusters
  Score: Raw -82022.037911 + Penalty 2245.994006 = -79776.043905
  nChanged 104
		SP:Iteration 2F (7501.210000 sec): 3 clusters
  Score: Raw -82187.220504 + Penalty 2245.994006 = -79941.226498
  nChanged 68
		SP:Iteration 3F (7501.350000 sec): 3 clusters
  Score: Raw -82277.672875 + Penalty 2245.994006 = -80031.678869
  nChanged 45
		SP:Iteration 4Q (7501.530000 sec): 3 clusters
  Score: Raw -82339.132746 + Penalty 2245.994006 = -80093.138740
  nChanged 37
		SP:Iteration 5Q (7501.690000 sec): 3 clusters
  Score: Raw -82380.986080 + Penalty 2245.994006 = -80134.992074
  nChanged 25
		SP:Iteration 6Q (7501.890000 sec): 3 clusters
  Score: Raw -82405.288980 + Penalty 2245.994006 = -80159.294974
  nChanged 16
		SP:Iteration 7Q (7502.060000 sec): 3 clusters
  Score: Raw -82421.031736 + Penalty 2245.994006 = -80175.037730
  nChanged 5
		SP:Iteration 8Q (7502.250000 sec): 3 clusters
  Score: Raw -82424.722896 + Penalty 2245.994006 = -80178.728890
  nChanged 0
		SP:Iteration 9F (7502.450000 sec): 3 clusters
  Score: Raw -82424.722896 + Penalty 2245.994006 = -80178.728890
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7502.510000 sec): 2 clusters
  Score: Raw -59500.650979 + Penalty 1102.106209 = -58398.544770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7502.690000 sec): 3 clusters
  Score: Raw -59309.781686 + Penalty 2204.212418 = -57105.569268
  nChanged 254
		SP:Iteration 1F (7502.930000 sec): 3 clusters
  Score: Raw -59620.598183 + Penalty 2204.212418 = -57416.385765
  nChanged 73
		SP:Iteration 2F (7503.080000 sec): 3 clusters
  Score: Raw -59715.475299 + Penalty 2204.212418 = -57511.262881
  nChanged 37
		SP:Iteration 3Q (7503.280000 sec): 3 clusters
  Score: Raw -59760.067531 + Penalty 2204.212418 = -57555.855113
  nChanged 27
		SP:Iteration 4Q (7503.450000 sec): 3 clusters
  Score: Raw -59794.783142 + Penalty 2204.212418 = -57590.570724
  nChanged 22
		SP:Iteration 5Q (7503.620000 sec): 3 clusters
  Score: Raw -59832.862205 + Penalty 2204.212418 = -57628.649787
  nChanged 28
		SP:Iteration 6Q (7503.800000 sec): 3 clusters
  Score: Raw -59898.809302 + Penalty 2204.212418 = -57694.596884
  nChanged 20
		SP:Iteration 7Q (7503.980000 sec): 3 clusters
  Score: Raw -59973.679414 + Penalty 2204.212418 = -57769.466996
  nChanged 24
		SP:Iteration 8Q (7504.170000 sec): 3 clusters
  Score: Raw -60031.299525 + Penalty 2204.212418 = -57827.087107
  nChanged 29
		SP:Iteration 9Q (7504.370000 sec): 3 clusters
  Score: Raw -60076.094378 + Penalty 2204.212418 = -57871.881960
  nChanged 24
		SP:Iteration 10Q (7504.550000 sec): 3 clusters
  Score: Raw -60111.383394 + Penalty 2204.212418 = -57907.170975
  nChanged 17
		SP:Iteration 11Q (7504.720000 sec): 3 clusters
  Score: Raw -60141.320708 + Penalty 2204.212418 = -57937.108290
  nChanged 12
		SP:Iteration 12Q (7504.890000 sec): 3 clusters
  Score: Raw -60174.918907 + Penalty 2204.212418 = -57970.706488
  nChanged 13
		SP:Iteration 13Q (7505.080000 sec): 3 clusters
  Score: Raw -60210.705735 + Penalty 2204.212418 = -58006.493317
  nChanged 14
		SP:Iteration 14Q (7505.240000 sec): 3 clusters
  Score: Raw -60247.932715 + Penalty 2204.212418 = -58043.720297
  nChanged 9
		SP:Iteration 15Q (7505.420000 sec): 3 clusters
  Score: Raw -60272.217220 + Penalty 2204.212418 = -58068.004801
  nChanged 9
		SP:Iteration 16Q (7505.630000 sec): 3 clusters
  Score: Raw -60285.430430 + Penalty 2204.212418 = -58081.218012
  nChanged 2
		SP:Iteration 17Q (7505.770000 sec): 3 clusters
  Score: Raw -60292.822683 + Penalty 2204.212418 = -58088.610265
  nChanged 4
		SP:Iteration 18Q (7505.990000 sec): 3 clusters
  Score: Raw -60302.110399 + Penalty 2204.212418 = -58097.897981
  nChanged 0
		SP:Iteration 19F (7506.150000 sec): 3 clusters
  Score: Raw -60317.367356 + Penalty 2204.212418 = -58113.154938
  nChanged 3
		SP:Iteration 20F (7506.330000 sec): 3 clusters
  Score: Raw -60348.017401 + Penalty 2204.212418 = -58143.804983
  nChanged 5
		SP:Iteration 21Q (7506.540000 sec): 3 clusters
  Score: Raw -60352.322402 + Penalty 2204.212418 = -58148.109984
  nChanged 3
		SP:Iteration 22Q (7506.750000 sec): 3 clusters
  Score: Raw -60356.696606 + Penalty 2204.212418 = -58152.484188
  nChanged 4
		SP:Iteration 23Q (7506.900000 sec): 3 clusters
  Score: Raw -60359.720124 + Penalty 2204.212418 = -58155.507706
  nChanged 3
		SP:Iteration 24Q (7507.060000 sec): 3 clusters
  Score: Raw -60363.833803 + Penalty 2204.212418 = -58159.621385
  nChanged 0
		SP:Iteration 25F (7507.270000 sec): 3 clusters
  Score: Raw -60363.833803 + Penalty 2204.212418 = -58159.621385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7507.390000 sec): 2 clusters
  Score: Raw -175045.720039 + Penalty 1257.787298 = -173787.932741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7507.550000 sec): 3 clusters
  Score: Raw -173997.242102 + Penalty 2515.574596 = -171481.667507
  nChanged 822
		SP:Iteration 1F (7507.740000 sec): 3 clusters
  Score: Raw -174517.575050 + Penalty 2515.574596 = -172002.000455
  nChanged 219
		SP:Iteration 2F (7507.960000 sec): 3 clusters
  Score: Raw -174693.732609 + Penalty 2515.574596 = -172178.158014
  nChanged 154
		SP:Iteration 3F (7508.100000 sec): 3 clusters
  Score: Raw -174832.413660 + Penalty 2515.574596 = -172316.839064
  nChanged 128
		SP:Iteration 4F (7508.290000 sec): 3 clusters
  Score: Raw -174932.314452 + Penalty 2515.574596 = -172416.739856
  nChanged 80
		SP:Iteration 5Q (7508.510000 sec): 3 clusters
  Score: Raw -174994.666709 + Penalty 2515.574596 = -172479.092114
  nChanged 72
		SP:Iteration 6Q (7508.650000 sec): 3 clusters
  Score: Raw -175041.947814 + Penalty 2515.574596 = -172526.373219
  nChanged 52
		SP:Iteration 7Q (7508.870000 sec): 3 clusters
  Score: Raw -175070.391100 + Penalty 2515.574596 = -172554.816504
  nChanged 39
		SP:Iteration 8Q (7509.030000 sec): 3 clusters
  Score: Raw -175091.973400 + Penalty 2515.574596 = -172576.398805
  nChanged 26
		SP:Iteration 9Q (7509.240000 sec): 3 clusters
  Score: Raw -175106.837420 + Penalty 2515.574596 = -172591.262825
  nChanged 22
		SP:Iteration 10Q (7509.400000 sec): 3 clusters
  Score: Raw -175118.237474 + Penalty 2515.574596 = -172602.662879
  nChanged 14
		SP:Iteration 11Q (7509.600000 sec): 3 clusters
  Score: Raw -175126.457302 + Penalty 2515.574596 = -172610.882706
  nChanged 21
		SP:Iteration 12Q (7509.780000 sec): 3 clusters
  Score: Raw -175138.575146 + Penalty 2515.574596 = -172623.000551
  nChanged 15
		SP:Iteration 13Q (7509.910000 sec): 3 clusters
  Score: Raw -175144.145117 + Penalty 2515.574596 = -172628.570522
  nChanged 7
		SP:Iteration 14Q (7510.130000 sec): 3 clusters
  Score: Raw -175146.906874 + Penalty 2515.574596 = -172631.332278
  nChanged 5
		SP:Iteration 15Q (7510.290000 sec): 3 clusters
  Score: Raw -175148.664831 + Penalty 2515.574596 = -172633.090235
  nChanged 3
		SP:Iteration 16Q (7510.490000 sec): 3 clusters
  Score: Raw -175150.586427 + Penalty 2515.574596 = -172635.011832
  nChanged 4
		SP:Iteration 17Q (7510.660000 sec): 3 clusters
  Score: Raw -175151.857289 + Penalty 2515.574596 = -172636.282693
  nChanged 4
		SP:Iteration 18Q (7510.840000 sec): 3 clusters
  Score: Raw -175153.986508 + Penalty 2515.574596 = -172638.411912
  nChanged 5
		SP:Iteration 19Q (7511.020000 sec): 3 clusters
  Score: Raw -175157.069431 + Penalty 2515.574596 = -172641.494835
  nChanged 5
		SP:Iteration 20F (7511.200000 sec): 3 clusters
  Score: Raw -175160.066674 + Penalty 2515.574596 = -172644.492078
  nChanged 3
		SP:Iteration 21Q (7511.430000 sec): 3 clusters
  Score: Raw -175160.960929 + Penalty 2515.574596 = -172645.386333
  nChanged 2
		SP:Iteration 22Q (7511.580000 sec): 3 clusters
  Score: Raw -175162.248390 + Penalty 2515.574596 = -172646.673794
  nChanged 3
		SP:Iteration 23Q (7511.770000 sec): 3 clusters
  Score: Raw -175163.107660 + Penalty 2515.574596 = -172647.533065
  nChanged 2
		SP:Iteration 24Q (7511.960000 sec): 3 clusters
  Score: Raw -175164.447306 + Penalty 2515.574596 = -172648.872710
  nChanged 1
		SP:Iteration 25Q (7512.140000 sec): 3 clusters
  Score: Raw -175164.630501 + Penalty 2515.574596 = -172649.055905
  nChanged 1
		SP:Iteration 26Q (7512.330000 sec): 3 clusters
  Score: Raw -175165.189002 + Penalty 2515.574596 = -172649.614407
  nChanged 0
		SP:Iteration 27F (7512.490000 sec): 3 clusters
  Score: Raw -175165.189002 + Penalty 2515.574596 = -172649.614407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7512.610000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7512.760000 sec): 3 clusters
  Score: Raw -60713.653626 + Penalty 2151.090170 = -58562.563457
  nChanged 221
		SP:Iteration 1F (7512.980000 sec): 3 clusters
  Score: Raw -60940.055574 + Penalty 2151.090170 = -58788.965405
  nChanged 57
		SP:Iteration 2F (7513.120000 sec): 3 clusters
  Score: Raw -61016.268578 + Penalty 2151.090170 = -58865.178408
  nChanged 36
		SP:Iteration 3Q (7513.320000 sec): 3 clusters
  Score: Raw -61059.058850 + Penalty 2151.090170 = -58907.968681
  nChanged 19
		SP:Iteration 4Q (7513.470000 sec): 3 clusters
  Score: Raw -61083.944697 + Penalty 2151.090170 = -58932.854527
  nChanged 11
		SP:Iteration 5Q (7513.660000 sec): 3 clusters
  Score: Raw -61100.805049 + Penalty 2151.090170 = -58949.714880
  nChanged 11
		SP:Iteration 6Q (7513.840000 sec): 3 clusters
  Score: Raw -61116.649775 + Penalty 2151.090170 = -58965.559605
  nChanged 7
		SP:Iteration 7Q (7514.040000 sec): 3 clusters
  Score: Raw -61127.268143 + Penalty 2151.090170 = -58976.177973
  nChanged 5
		SP:Iteration 8Q (7514.230000 sec): 3 clusters
  Score: Raw -61132.877120 + Penalty 2151.090170 = -58981.786950
  nChanged 4
		SP:Iteration 9Q (7514.380000 sec): 3 clusters
  Score: Raw -61137.495108 + Penalty 2151.090170 = -58986.404938
  nChanged 4
		SP:Iteration 10Q (7514.590000 sec): 3 clusters
  Score: Raw -61145.535488 + Penalty 2151.090170 = -58994.445318
  nChanged 9
		SP:Iteration 11Q (7514.760000 sec): 3 clusters
  Score: Raw -61154.459738 + Penalty 2151.090170 = -59003.369569
  nChanged 5
		SP:Iteration 12Q (7514.970000 sec): 3 clusters
  Score: Raw -61160.964203 + Penalty 2151.090170 = -59009.874034
  nChanged 4
		SP:Iteration 13Q (7515.130000 sec): 3 clusters
  Score: Raw -61165.631798 + Penalty 2151.090170 = -59014.541628
  nChanged 5
		SP:Iteration 14Q (7515.340000 sec): 3 clusters
  Score: Raw -61172.868833 + Penalty 2151.090170 = -59021.778664
  nChanged 8
		SP:Iteration 15Q (7515.500000 sec): 3 clusters
  Score: Raw -61184.036002 + Penalty 2151.090170 = -59032.945833
  nChanged 8
		SP:Iteration 16Q (7515.630000 sec): 3 clusters
  Score: Raw -61197.295700 + Penalty 2151.090170 = -59046.205531
  nChanged 13
		SP:Iteration 17Q (7515.820000 sec): 3 clusters
  Score: Raw -61214.112614 + Penalty 2151.090170 = -59063.022445
  nChanged 13
		SP:Iteration 18Q (7516.030000 sec): 3 clusters
  Score: Raw -61229.481018 + Penalty 2151.090170 = -59078.390849
  nChanged 8
		SP:Iteration 19Q (7516.210000 sec): 3 clusters
  Score: Raw -61237.950778 + Penalty 2151.090170 = -59086.860608
  nChanged 8
		SP:Iteration 20F (7516.340000 sec): 3 clusters
  Score: Raw -61243.522630 + Penalty 2151.090170 = -59092.432461
  nChanged 3
		SP:Iteration 21Q (7516.540000 sec): 3 clusters
  Score: Raw -61246.014482 + Penalty 2151.090170 = -59094.924313
  nChanged 3
		SP:Iteration 22Q (7516.700000 sec): 3 clusters
  Score: Raw -61248.698887 + Penalty 2151.090170 = -59097.608717
  nChanged 2
		SP:Iteration 23Q (7516.900000 sec): 3 clusters
  Score: Raw -61252.263664 + Penalty 2151.090170 = -59101.173495
  nChanged 2
		SP:Iteration 24Q (7517.080000 sec): 3 clusters
  Score: Raw -61253.633441 + Penalty 2151.090170 = -59102.543271
  nChanged 1
		SP:Iteration 25Q (7517.240000 sec): 3 clusters
  Score: Raw -61254.515070 + Penalty 2151.090170 = -59103.424901
  nChanged 1
		SP:Iteration 26Q (7517.390000 sec): 3 clusters
  Score: Raw -61255.029439 + Penalty 2151.090170 = -59103.939269
  nChanged 1
		SP:Iteration 27Q (7517.600000 sec): 3 clusters
  Score: Raw -61255.912309 + Penalty 2151.090170 = -59104.822139
  nChanged 1
		SP:Iteration 28Q (7517.750000 sec): 3 clusters
  Score: Raw -61259.070247 + Penalty 2151.090170 = -59107.980077
  nChanged 3
		SP:Iteration 29Q (7517.900000 sec): 3 clusters
  Score: Raw -61260.578538 + Penalty 2151.090170 = -59109.488369
  nChanged 0
		SP:Iteration 30F (7518.060000 sec): 3 clusters
  Score: Raw -61260.578538 + Penalty 2151.090170 = -59109.488369
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7518.160000 sec): 2 clusters
  Score: Raw -22708.286407 + Penalty 960.944238 = -21747.342169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7518.300000 sec): 3 clusters
  Score: Raw -22743.058367 + Penalty 1921.888477 = -20821.169890
  nChanged 88
		SP:Iteration 1F (7518.490000 sec): 3 clusters
  Score: Raw -22936.768595 + Penalty 1921.888477 = -21014.880118
  nChanged 19
		SP:Iteration 2F (7518.650000 sec): 3 clusters
  Score: Raw -22975.799686 + Penalty 1921.888477 = -21053.911209
  nChanged 3
		SP:Iteration 3Q (7518.860000 sec): 3 clusters
  Score: Raw -22981.833115 + Penalty 1921.888477 = -21059.944639
  nChanged 3
		SP:Iteration 4Q (7519.010000 sec): 3 clusters
  Score: Raw -22986.718634 + Penalty 1921.888477 = -21064.830157
  nChanged 3
		SP:Iteration 5Q (7519.220000 sec): 3 clusters
  Score: Raw -22993.114937 + Penalty 1921.888477 = -21071.226461
  nChanged 1
		SP:Iteration 6Q (7519.380000 sec): 3 clusters
  Score: Raw -22993.957106 + Penalty 1921.888477 = -21072.068629
  nChanged 0
		SP:Iteration 7F (7519.570000 sec): 3 clusters
  Score: Raw -22993.957106 + Penalty 1921.888477 = -21072.068629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7519.650000 sec): 2 clusters
  Score: Raw -47498.115687 + Penalty 1033.149368 = -46464.966319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7519.790000 sec): 3 clusters
  Score: Raw -47377.764652 + Penalty 2066.298737 = -45311.465915
  nChanged 135
		SP:Iteration 1F (7519.980000 sec): 3 clusters
  Score: Raw -47535.623858 + Penalty 2066.298737 = -45469.325121
  nChanged 44
		SP:Iteration 2F (7520.160000 sec): 3 clusters
  Score: Raw -47606.560178 + Penalty 2066.298737 = -45540.261441
  nChanged 20
		SP:Iteration 3Q (7520.330000 sec): 3 clusters
  Score: Raw -47632.315185 + Penalty 2066.298737 = -45566.016449
  nChanged 7
		SP:Iteration 4Q (7520.520000 sec): 3 clusters
  Score: Raw -47641.621054 + Penalty 2066.298737 = -45575.322318
  nChanged 3
		SP:Iteration 5Q (7520.720000 sec): 3 clusters
  Score: Raw -47644.991241 + Penalty 2066.298737 = -45578.692504
  nChanged 2
		SP:Iteration 6Q (7520.900000 sec): 3 clusters
  Score: Raw -47646.408592 + Penalty 2066.298737 = -45580.109856
  nChanged 0
		SP:Iteration 7F (7521.070000 sec): 3 clusters
  Score: Raw -47646.408592 + Penalty 2066.298737 = -45580.109856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7521.180000 sec): 2 clusters
  Score: Raw -154594.723871 + Penalty 1245.532565 = -153349.191306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7521.380000 sec): 3 clusters
  Score: Raw -153739.064986 + Penalty 2491.065130 = -151247.999856
  nChanged 731
		SP:Iteration 1F (7521.520000 sec): 3 clusters
  Score: Raw -154192.182706 + Penalty 2491.065130 = -151701.117576
  nChanged 165
		SP:Iteration 2F (7521.720000 sec): 3 clusters
  Score: Raw -154315.647966 + Penalty 2491.065130 = -151824.582836
  nChanged 117
		SP:Iteration 3F (7521.880000 sec): 3 clusters
  Score: Raw -154399.211477 + Penalty 2491.065130 = -151908.146347
  nChanged 71
		SP:Iteration 4Q (7522.070000 sec): 3 clusters
  Score: Raw -154454.852683 + Penalty 2491.065130 = -151963.787553
  nChanged 67
		SP:Iteration 5Q (7522.260000 sec): 3 clusters
  Score: Raw -154505.476514 + Penalty 2491.065130 = -152014.411383
  nChanged 53
		SP:Iteration 6Q (7522.450000 sec): 3 clusters
  Score: Raw -154534.875853 + Penalty 2491.065130 = -152043.810723
  nChanged 41
		SP:Iteration 7Q (7522.640000 sec): 3 clusters
  Score: Raw -154569.130634 + Penalty 2491.065130 = -152078.065504
  nChanged 43
		SP:Iteration 8Q (7522.840000 sec): 3 clusters
  Score: Raw -154603.597785 + Penalty 2491.065130 = -152112.532655
  nChanged 39
		SP:Iteration 9Q (7523.000000 sec): 3 clusters
  Score: Raw -154635.601036 + Penalty 2491.065130 = -152144.535906
  nChanged 46
		SP:Iteration 10Q (7523.180000 sec): 3 clusters
  Score: Raw -154673.293139 + Penalty 2491.065130 = -152182.228009
  nChanged 58
		SP:Iteration 11Q (7523.370000 sec): 3 clusters
  Score: Raw -154710.942766 + Penalty 2491.065130 = -152219.877635
  nChanged 51
		SP:Iteration 12Q (7523.580000 sec): 3 clusters
  Score: Raw -154746.272097 + Penalty 2491.065130 = -152255.206967
  nChanged 44
		SP:Iteration 13Q (7523.760000 sec): 3 clusters
  Score: Raw -154777.377355 + Penalty 2491.065130 = -152286.312225
  nChanged 47
		SP:Iteration 14Q (7523.960000 sec): 3 clusters
  Score: Raw -154817.651319 + Penalty 2491.065130 = -152326.586188
  nChanged 45
		SP:Iteration 15Q (7524.140000 sec): 3 clusters
  Score: Raw -154864.477304 + Penalty 2491.065130 = -152373.412174
  nChanged 48
		SP:Iteration 16Q (7524.360000 sec): 3 clusters
  Score: Raw -154917.963127 + Penalty 2491.065130 = -152426.897997
  nChanged 62
		SP:Iteration 17Q (7524.520000 sec): 3 clusters
  Score: Raw -154968.502144 + Penalty 2491.065130 = -152477.437014
  nChanged 50
		SP:Iteration 18Q (7524.700000 sec): 3 clusters
  Score: Raw -155018.225234 + Penalty 2491.065130 = -152527.160104
  nChanged 47
		SP:Iteration 19Q (7524.890000 sec): 3 clusters
  Score: Raw -155065.919934 + Penalty 2491.065130 = -152574.854804
  nChanged 57
		SP:Iteration 20F (7525.070000 sec): 3 clusters
  Score: Raw -155123.431328 + Penalty 2491.065130 = -152632.366197
  nChanged 46
		SP:Iteration 21Q (7525.240000 sec): 3 clusters
  Score: Raw -155183.293700 + Penalty 2491.065130 = -152692.228570
  nChanged 38
		SP:Iteration 22Q (7525.430000 sec): 3 clusters
  Score: Raw -155219.619001 + Penalty 2491.065130 = -152728.553871
  nChanged 35
		SP:Iteration 23Q (7525.600000 sec): 3 clusters
  Score: Raw -155255.727537 + Penalty 2491.065130 = -152764.662407
  nChanged 35
		SP:Iteration 24Q (7525.780000 sec): 3 clusters
  Score: Raw -155292.283104 + Penalty 2491.065130 = -152801.217974
  nChanged 33
		SP:Iteration 25Q (7526.010000 sec): 3 clusters
  Score: Raw -155326.960722 + Penalty 2491.065130 = -152835.895592
  nChanged 33
		SP:Iteration 26Q (7526.180000 sec): 3 clusters
  Score: Raw -155355.973770 + Penalty 2491.065130 = -152864.908640
  nChanged 33
		SP:Iteration 27Q (7526.370000 sec): 3 clusters
  Score: Raw -155386.236299 + Penalty 2491.065130 = -152895.171169
  nChanged 28
		SP:Iteration 28Q (7526.550000 sec): 3 clusters
  Score: Raw -155411.783939 + Penalty 2491.065130 = -152920.718809
  nChanged 20
		SP:Iteration 29Q (7526.710000 sec): 3 clusters
  Score: Raw -155425.491898 + Penalty 2491.065130 = -152934.426768
  nChanged 9
		SP:Iteration 30Q (7526.910000 sec): 3 clusters
  Score: Raw -155429.365775 + Penalty 2491.065130 = -152938.300645
  nChanged 3
		SP:Iteration 31Q (7527.090000 sec): 3 clusters
  Score: Raw -155432.102267 + Penalty 2491.065130 = -152941.037136
  nChanged 5
		SP:Iteration 32Q (7527.260000 sec): 3 clusters
  Score: Raw -155434.783941 + Penalty 2491.065130 = -152943.718810
  nChanged 3
		SP:Iteration 33Q (7527.410000 sec): 3 clusters
  Score: Raw -155436.882661 + Penalty 2491.065130 = -152945.817531
  nChanged 4
		SP:Iteration 34Q (7527.590000 sec): 3 clusters
  Score: Raw -155438.854152 + Penalty 2491.065130 = -152947.789022
  nChanged 5
		SP:Iteration 35Q (7527.800000 sec): 3 clusters
  Score: Raw -155442.028788 + Penalty 2491.065130 = -152950.963658
  nChanged 2
		SP:Iteration 36Q (7527.970000 sec): 3 clusters
  Score: Raw -155443.779243 + Penalty 2491.065130 = -152952.714113
  nChanged 3
		SP:Iteration 37Q (7528.170000 sec): 3 clusters
  Score: Raw -155445.977087 + Penalty 2491.065130 = -152954.911957
  nChanged 3
		SP:Iteration 38Q (7528.350000 sec): 3 clusters
  Score: Raw -155447.946989 + Penalty 2491.065130 = -152956.881859
  nChanged 3
		SP:Iteration 39Q (7528.510000 sec): 3 clusters
  Score: Raw -155449.297232 + Penalty 2491.065130 = -152958.232102
  nChanged 4
		SP:Iteration 40F (7528.650000 sec): 3 clusters
  Score: Raw -155453.905175 + Penalty 2491.065130 = -152962.840044
  nChanged 6
		SP:Iteration 41Q (7528.860000 sec): 3 clusters
  Score: Raw -155457.069019 + Penalty 2491.065130 = -152966.003889
  nChanged 4
		SP:Iteration 42Q (7529.010000 sec): 3 clusters
  Score: Raw -155458.456159 + Penalty 2491.065130 = -152967.391029
  nChanged 1
		SP:Iteration 43Q (7529.200000 sec): 3 clusters
  Score: Raw -155458.738579 + Penalty 2491.065130 = -152967.673448
  nChanged 0
		SP:Iteration 44F (7529.370000 sec): 3 clusters
  Score: Raw -155458.738579 + Penalty 2491.065130 = -152967.673448
  nChanged 0
Iteration 179Q (7570.950000 sec): 96 clusters
  Score: Raw -34887456.309158 + Penalty 201044.989555 = -34686411.319603
  nChanged 322
Iteration 180F (7646.520000 sec): 96 clusters
  Score: Raw -34887812.874417 + Penalty 201044.989555 = -34686767.884863
  nChanged 363
Iteration 181Q (7690.860000 sec): 96 clusters
  Score: Raw -34888050.802679 + Penalty 201044.989555 = -34687005.813124
  nChanged 260
Iteration 182Q (7734.530000 sec): 96 clusters
  Score: Raw -34888201.407710 + Penalty 201044.989555 = -34687156.418156
  nChanged 227
Iteration 183Q (7780.870000 sec): 96 clusters
  Score: Raw -34888316.440492 + Penalty 201044.989555 = -34687271.450937
  nChanged 207
Iteration 184Q (7827.920000 sec): 96 clusters
  Score: Raw -34888395.928297 + Penalty 201044.989555 = -34687350.938742
  nChanged 158
Iteration 185Q (7867.960000 sec): 96 clusters
  Score: Raw -34888449.920345 + Penalty 201044.989555 = -34687404.930790
  nChanged 133
Iteration 186Q (7905.270000 sec): 96 clusters
  Score: Raw -34888487.434172 + Penalty 201044.989555 = -34687442.444617
  nChanged 104
Iteration 187Q (7939.990000 sec): 96 clusters
  Score: Raw -34888510.655483 + Penalty 201044.989555 = -34687465.665929
  nChanged 87
Iteration 188Q (7978.570000 sec): 96 clusters
  Score: Raw -34888530.205608 + Penalty 201044.989555 = -34687485.216053
  nChanged 89
Iteration 189Q (8015.190000 sec): 96 clusters
  Score: Raw -34888546.991586 + Penalty 201044.989555 = -34687502.002032
  nChanged 69
Iteration 190Q (8059.040000 sec): 96 clusters
  Score: Raw -34888559.178743 + Penalty 201044.989555 = -34687514.189188
  nChanged 51
Iteration 191Q (8115.120000 sec): 96 clusters
  Score: Raw -34888569.080816 + Penalty 201044.989555 = -34687524.091261
  nChanged 37
Iteration 192Q (8165.120000 sec): 96 clusters
  Score: Raw -34888574.275146 + Penalty 201044.989555 = -34687529.285591
  nChanged 44
Iteration 193Q (8213.080000 sec): 96 clusters
  Score: Raw -34888580.626481 + Penalty 201044.989555 = -34687535.636926
  nChanged 40
Iteration 194Q (8258.540000 sec): 96 clusters
  Score: Raw -34888586.137472 + Penalty 201044.989555 = -34687541.147917
  nChanged 34
Iteration 195Q (8301.230000 sec): 96 clusters
  Score: Raw -34888589.750447 + Penalty 201044.989555 = -34687544.760893
  nChanged 30
Iteration 196Q (8342.660000 sec): 96 clusters
  Score: Raw -34888593.386956 + Penalty 201044.989555 = -34687548.397401
  nChanged 26
Iteration 197Q (8384.000000 sec): 96 clusters
  Score: Raw -34888597.991578 + Penalty 201044.989555 = -34687553.002023
  nChanged 27
Iteration 198Q (8420.290000 sec): 96 clusters
  Score: Raw -34888602.741963 + Penalty 201044.989555 = -34687557.752408
  nChanged 35
Iteration 199Q (8460.140000 sec): 96 clusters
  Score: Raw -34888608.494656 + Penalty 201044.989555 = -34687563.505101
  nChanged 33
Iteration 200F (8535.200000 sec): 96 clusters
  Score: Raw -34888641.571829 + Penalty 201044.989555 = -34687596.582274
  nChanged 54
Iteration 201Q (8575.010000 sec): 96 clusters
  Score: Raw -34888674.304291 + Penalty 201044.989555 = -34687629.314737
  nChanged 50
Iteration 202Q (8616.920000 sec): 96 clusters
  Score: Raw -34888697.315430 + Penalty 201044.989555 = -34687652.325875
  nChanged 51
Iteration 203Q (8660.310000 sec): 96 clusters
  Score: Raw -34888716.251336 + Penalty 201044.989555 = -34687671.261781
  nChanged 60
Iteration 204Q (8705.590000 sec): 96 clusters
  Score: Raw -34888732.917305 + Penalty 201044.989555 = -34687687.927750
  nChanged 49
Iteration 205Q (8750.220000 sec): 96 clusters
  Score: Raw -34888741.886622 + Penalty 201044.989555 = -34687696.897067
  nChanged 43
Iteration 206Q (8791.930000 sec): 96 clusters
  Score: Raw -34888748.936987 + Penalty 201044.989555 = -34687703.947433
  nChanged 43
Iteration 207Q (8839.780000 sec): 96 clusters
  Score: Raw -34888758.881570 + Penalty 201044.989555 = -34687713.892016
  nChanged 39
Iteration 208Q (8887.090000 sec): 96 clusters
  Score: Raw -34888770.187962 + Penalty 201044.989555 = -34687725.198407
  nChanged 37
Iteration 209Q (8931.040000 sec): 96 clusters
  Score: Raw -34888780.201749 + Penalty 201044.989555 = -34687735.212194
  nChanged 29
Iteration 210Q (8979.170000 sec): 96 clusters
  Score: Raw -34888791.580304 + Penalty 201044.989555 = -34687746.590750
  nChanged 25
Iteration 211Q (9027.650000 sec): 96 clusters
  Score: Raw -34888798.685300 + Penalty 201044.989555 = -34687753.695745
  nChanged 19
Iteration 212Q (9069.780000 sec): 96 clusters
  Score: Raw -34888805.431534 + Penalty 201044.989555 = -34687760.441979
  nChanged 21
Iteration 213Q (9111.840000 sec): 96 clusters
  Score: Raw -34888809.848619 + Penalty 201044.989555 = -34687764.859064
  nChanged 22
Iteration 214Q (9153.680000 sec): 96 clusters
  Score: Raw -34888813.733183 + Penalty 201044.989555 = -34687768.743628
  nChanged 12
Iteration 215Q (9200.030000 sec): 96 clusters
  Score: Raw -34888815.137158 + Penalty 201044.989555 = -34687770.147603
  nChanged 10
Iteration 216Q (9242.220000 sec): 96 clusters
  Score: Raw -34888816.008936 + Penalty 201044.989555 = -34687771.019381
  nChanged 10
Iteration 217Q (9286.380000 sec): 96 clusters
  Score: Raw -34888816.919102 + Penalty 201044.989555 = -34687771.929547
  nChanged 10
Iteration 218Q (9332.260000 sec): 96 clusters
  Score: Raw -34888817.807402 + Penalty 201044.989555 = -34687772.817847
  nChanged 9
Writing temp clu file 
Because OldScore, -34687771.929547, is greater than current (better) Score,-34687772.817847 
 Compute initial score before splitting:   Score: Raw -34888817.807402 + Penalty 201044.989555 = -34687772.817847
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9332.490000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9332.680000 sec): 3 clusters
  Score: Raw -110680.348266 + Penalty 2345.430583 = -108334.917683
  nChanged 445
		SP:Iteration 1F (9332.860000 sec): 3 clusters
  Score: Raw -111076.782134 + Penalty 2345.430583 = -108731.351551
  nChanged 126
		SP:Iteration 2F (9333.030000 sec): 3 clusters
  Score: Raw -111237.990824 + Penalty 2345.430583 = -108892.560240
  nChanged 77
		SP:Iteration 3F (9333.210000 sec): 3 clusters
  Score: Raw -111334.226679 + Penalty 2345.430583 = -108988.796096
  nChanged 66
		SP:Iteration 4Q (9333.390000 sec): 3 clusters
  Score: Raw -111401.176544 + Penalty 2345.430583 = -109055.745960
  nChanged 52
		SP:Iteration 5Q (9333.620000 sec): 3 clusters
  Score: Raw -111452.508812 + Penalty 2345.430583 = -109107.078229
  nChanged 49
		SP:Iteration 6Q (9333.810000 sec): 3 clusters
  Score: Raw -111508.680734 + Penalty 2345.430583 = -109163.250151
  nChanged 49
		SP:Iteration 7Q (9334.010000 sec): 3 clusters
  Score: Raw -111566.372660 + Penalty 2345.430583 = -109220.942077
  nChanged 50
		SP:Iteration 8Q (9334.190000 sec): 3 clusters
  Score: Raw -111624.782878 + Penalty 2345.430583 = -109279.352294
  nChanged 33
		SP:Iteration 9Q (9334.420000 sec): 3 clusters
  Score: Raw -111665.909805 + Penalty 2345.430583 = -109320.479221
  nChanged 29
		SP:Iteration 10Q (9334.600000 sec): 3 clusters
  Score: Raw -111689.831850 + Penalty 2345.430583 = -109344.401266
  nChanged 18
		SP:Iteration 11Q (9334.810000 sec): 3 clusters
  Score: Raw -111705.332270 + Penalty 2345.430583 = -109359.901687
  nChanged 7
		SP:Iteration 12Q (9334.950000 sec): 3 clusters
  Score: Raw -111710.859320 + Penalty 2345.430583 = -109365.428737
  nChanged 6
		SP:Iteration 13Q (9335.190000 sec): 3 clusters
  Score: Raw -111714.778223 + Penalty 2345.430583 = -109369.347640
  nChanged 4
		SP:Iteration 14Q (9335.410000 sec): 3 clusters
  Score: Raw -111716.870623 + Penalty 2345.430583 = -109371.440040
  nChanged 2
		SP:Iteration 15Q (9335.560000 sec): 3 clusters
  Score: Raw -111717.878708 + Penalty 2345.430583 = -109372.448125
  nChanged 2
		SP:Iteration 16Q (9335.790000 sec): 3 clusters
  Score: Raw -111720.114390 + Penalty 2345.430583 = -109374.683807
  nChanged 2
		SP:Iteration 17Q (9335.930000 sec): 3 clusters
  Score: Raw -111722.300409 + Penalty 2345.430583 = -109376.869826
  nChanged 0
		SP:Iteration 18F (9336.130000 sec): 3 clusters
  Score: Raw -111722.300409 + Penalty 2345.430583 = -109376.869826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9336.210000 sec): 2 clusters
  Score: Raw -228654.883377 + Penalty 1287.072557 = -227367.810820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9336.430000 sec): 3 clusters
  Score: Raw -227406.548910 + Penalty 2574.145114 = -224832.403796
  nChanged 1028
		SP:Iteration 1F (9336.610000 sec): 3 clusters
  Score: Raw -227981.592343 + Penalty 2574.145114 = -225407.447229
  nChanged 241
		SP:Iteration 2F (9336.810000 sec): 3 clusters
  Score: Raw -228178.044988 + Penalty 2574.145114 = -225603.899874
  nChanged 218
		SP:Iteration 3F (9337.030000 sec): 3 clusters
  Score: Raw -228427.010744 + Penalty 2574.145114 = -225852.865630
  nChanged 226
		SP:Iteration 4F (9337.230000 sec): 3 clusters
  Score: Raw -228737.572475 + Penalty 2574.145114 = -226163.427361
  nChanged 194
		SP:Iteration 5F (9337.350000 sec): 3 clusters
  Score: Raw -228961.662947 + Penalty 2574.145114 = -226387.517832
  nChanged 129
		SP:Iteration 6Q (9337.550000 sec): 3 clusters
  Score: Raw -229081.090019 + Penalty 2574.145114 = -226506.944905
  nChanged 80
		SP:Iteration 7Q (9337.750000 sec): 3 clusters
  Score: Raw -229154.675626 + Penalty 2574.145114 = -226580.530512
  nChanged 61
		SP:Iteration 8Q (9337.950000 sec): 3 clusters
  Score: Raw -229203.446736 + Penalty 2574.145114 = -226629.301622
  nChanged 37
		SP:Iteration 9Q (9338.100000 sec): 3 clusters
  Score: Raw -229231.723007 + Penalty 2574.145114 = -226657.577893
  nChanged 25
		SP:Iteration 10Q (9338.260000 sec): 3 clusters
  Score: Raw -229243.392540 + Penalty 2574.145114 = -226669.247425
  nChanged 16
		SP:Iteration 11Q (9338.450000 sec): 3 clusters
  Score: Raw -229250.586914 + Penalty 2574.145114 = -226676.441800
  nChanged 8
		SP:Iteration 12Q (9338.580000 sec): 3 clusters
  Score: Raw -229253.404987 + Penalty 2574.145114 = -226679.259873
  nChanged 8
		SP:Iteration 13Q (9338.760000 sec): 3 clusters
  Score: Raw -229256.763467 + Penalty 2574.145114 = -226682.618353
  nChanged 6
		SP:Iteration 14Q (9338.970000 sec): 3 clusters
  Score: Raw -229259.495145 + Penalty 2574.145114 = -226685.350031
  nChanged 7
		SP:Iteration 15Q (9339.130000 sec): 3 clusters
  Score: Raw -229263.463136 + Penalty 2574.145114 = -226689.318022
  nChanged 6
		SP:Iteration 16Q (9339.290000 sec): 3 clusters
  Score: Raw -229267.539389 + Penalty 2574.145114 = -226693.394274
  nChanged 8
		SP:Iteration 17Q (9339.520000 sec): 3 clusters
  Score: Raw -229273.292913 + Penalty 2574.145114 = -226699.147798
  nChanged 15
		SP:Iteration 18Q (9339.700000 sec): 3 clusters
  Score: Raw -229282.084424 + Penalty 2574.145114 = -226707.939309
  nChanged 18
		SP:Iteration 19Q (9339.880000 sec): 3 clusters
  Score: Raw -229291.841215 + Penalty 2574.145114 = -226717.696101
  nChanged 13
		SP:Iteration 20F (9340.110000 sec): 3 clusters
  Score: Raw -229299.628979 + Penalty 2574.145114 = -226725.483864
  nChanged 13
		SP:Iteration 21Q (9340.280000 sec): 3 clusters
  Score: Raw -229304.636073 + Penalty 2574.145114 = -226730.490959
  nChanged 11
		SP:Iteration 22Q (9340.480000 sec): 3 clusters
  Score: Raw -229310.215979 + Penalty 2574.145114 = -226736.070865
  nChanged 16
		SP:Iteration 23Q (9340.670000 sec): 3 clusters
  Score: Raw -229317.348353 + Penalty 2574.145114 = -226743.203239
  nChanged 11
		SP:Iteration 24Q (9340.880000 sec): 3 clusters
  Score: Raw -229322.775522 + Penalty 2574.145114 = -226748.630408
  nChanged 12
		SP:Iteration 25Q (9341.050000 sec): 3 clusters
  Score: Raw -229329.093416 + Penalty 2574.145114 = -226754.948302
  nChanged 12
		SP:Iteration 26Q (9341.230000 sec): 3 clusters
  Score: Raw -229337.766565 + Penalty 2574.145114 = -226763.621451
  nChanged 10
		SP:Iteration 27Q (9341.410000 sec): 3 clusters
  Score: Raw -229342.490823 + Penalty 2574.145114 = -226768.345709
  nChanged 8
		SP:Iteration 28Q (9341.620000 sec): 3 clusters
  Score: Raw -229348.364780 + Penalty 2574.145114 = -226774.219666
  nChanged 10
		SP:Iteration 29Q (9341.810000 sec): 3 clusters
  Score: Raw -229352.345169 + Penalty 2574.145114 = -226778.200055
  nChanged 9
		SP:Iteration 30Q (9342.040000 sec): 3 clusters
  Score: Raw -229356.316520 + Penalty 2574.145114 = -226782.171406
  nChanged 8
		SP:Iteration 31Q (9342.220000 sec): 3 clusters
  Score: Raw -229359.669274 + Penalty 2574.145114 = -226785.524160
  nChanged 8
		SP:Iteration 32Q (9342.420000 sec): 3 clusters
  Score: Raw -229363.830138 + Penalty 2574.145114 = -226789.685024
  nChanged 8
		SP:Iteration 33Q (9342.660000 sec): 3 clusters
  Score: Raw -229367.849290 + Penalty 2574.145114 = -226793.704176
  nChanged 4
		SP:Iteration 34Q (9342.850000 sec): 3 clusters
  Score: Raw -229369.194144 + Penalty 2574.145114 = -226795.049030
  nChanged 2
		SP:Iteration 35Q (9343.050000 sec): 3 clusters
  Score: Raw -229370.239322 + Penalty 2574.145114 = -226796.094208
  nChanged 3
		SP:Iteration 36Q (9343.220000 sec): 3 clusters
  Score: Raw -229371.197097 + Penalty 2574.145114 = -226797.051982
  nChanged 1
		SP:Iteration 37Q (9343.420000 sec): 3 clusters
  Score: Raw -229371.367451 + Penalty 2574.145114 = -226797.222337
  nChanged 0
		SP:Iteration 38F (9343.610000 sec): 3 clusters
  Score: Raw -229371.367451 + Penalty 2574.145114 = -226797.222337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9343.670000 sec): 2 clusters
  Score: Raw -98805.750056 + Penalty 1164.267062 = -97641.482995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9343.870000 sec): 3 clusters
  Score: Raw -98327.739004 + Penalty 2328.534123 = -95999.204881
  nChanged 418
		SP:Iteration 1F (9344.030000 sec): 3 clusters
  Score: Raw -98653.662103 + Penalty 2328.534123 = -96325.127980
  nChanged 105
		SP:Iteration 2F (9344.200000 sec): 3 clusters
  Score: Raw -98772.362537 + Penalty 2328.534123 = -96443.828414
  nChanged 82
		SP:Iteration 3F (9344.370000 sec): 3 clusters
  Score: Raw -98870.377799 + Penalty 2328.534123 = -96541.843676
  nChanged 67
		SP:Iteration 4F (9344.560000 sec): 3 clusters
  Score: Raw -98965.769986 + Penalty 2328.534123 = -96637.235863
  nChanged 52
		SP:Iteration 5Q (9344.700000 sec): 3 clusters
  Score: Raw -99043.512127 + Penalty 2328.534123 = -96714.978004
  nChanged 51
		SP:Iteration 6Q (9344.880000 sec): 3 clusters
  Score: Raw -99125.054518 + Penalty 2328.534123 = -96796.520395
  nChanged 52
		SP:Iteration 7Q (9345.110000 sec): 3 clusters
  Score: Raw -99204.298212 + Penalty 2328.534123 = -96875.764089
  nChanged 51
		SP:Iteration 8Q (9345.270000 sec): 3 clusters
  Score: Raw -99323.238446 + Penalty 2328.534123 = -96994.704323
  nChanged 54
		SP:Iteration 9Q (9345.460000 sec): 3 clusters
  Score: Raw -99445.522507 + Penalty 2328.534123 = -97116.988384
  nChanged 53
		SP:Iteration 10Q (9345.670000 sec): 3 clusters
  Score: Raw -99546.492420 + Penalty 2328.534123 = -97217.958297
  nChanged 45
		SP:Iteration 11Q (9345.830000 sec): 3 clusters
  Score: Raw -99617.128297 + Penalty 2328.534123 = -97288.594174
  nChanged 21
		SP:Iteration 12Q (9346.040000 sec): 3 clusters
  Score: Raw -99663.170977 + Penalty 2328.534123 = -97334.636854
  nChanged 28
		SP:Iteration 13Q (9346.190000 sec): 3 clusters
  Score: Raw -99701.263295 + Penalty 2328.534123 = -97372.729172
  nChanged 16
		SP:Iteration 14Q (9346.430000 sec): 3 clusters
  Score: Raw -99717.156519 + Penalty 2328.534123 = -97388.622396
  nChanged 18
		SP:Iteration 15Q (9346.610000 sec): 3 clusters
  Score: Raw -99737.453282 + Penalty 2328.534123 = -97408.919159
  nChanged 10
		SP:Iteration 16Q (9346.830000 sec): 3 clusters
  Score: Raw -99748.754666 + Penalty 2328.534123 = -97420.220543
  nChanged 3
		SP:Iteration 17Q (9347.020000 sec): 3 clusters
  Score: Raw -99750.388281 + Penalty 2328.534123 = -97421.854157
  nChanged 1
		SP:Iteration 18Q (9347.230000 sec): 3 clusters
  Score: Raw -99750.917716 + Penalty 2328.534123 = -97422.383593
  nChanged 1
		SP:Iteration 19Q (9347.430000 sec): 3 clusters
  Score: Raw -99751.222959 + Penalty 2328.534123 = -97422.688836
  nChanged 1
		SP:Iteration 20F (9347.610000 sec): 3 clusters
  Score: Raw -99751.733416 + Penalty 2328.534123 = -97423.199292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9347.770000 sec): 2 clusters
  Score: Raw -230258.446803 + Penalty 1290.055365 = -228968.391437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9347.970000 sec): 3 clusters
  Score: Raw -228892.858608 + Penalty 2580.110731 = -226312.747877
  nChanged 1070
		SP:Iteration 1F (9348.140000 sec): 3 clusters
  Score: Raw -229574.097871 + Penalty 2580.110731 = -226993.987140
  nChanged 236
		SP:Iteration 2F (9348.390000 sec): 3 clusters
  Score: Raw -229752.504752 + Penalty 2580.110731 = -227172.394022
  nChanged 176
		SP:Iteration 3F (9348.560000 sec): 3 clusters
  Score: Raw -229882.278390 + Penalty 2580.110731 = -227302.167659
  nChanged 134
		SP:Iteration 4Q (9348.710000 sec): 3 clusters
  Score: Raw -230002.724356 + Penalty 2580.110731 = -227422.613625
  nChanged 130
		SP:Iteration 5Q (9348.920000 sec): 3 clusters
  Score: Raw -230118.165792 + Penalty 2580.110731 = -227538.055061
  nChanged 118
		SP:Iteration 6Q (9349.110000 sec): 3 clusters
  Score: Raw -230214.200960 + Penalty 2580.110731 = -227634.090229
  nChanged 81
		SP:Iteration 7Q (9349.250000 sec): 3 clusters
  Score: Raw -230277.430340 + Penalty 2580.110731 = -227697.319610
  nChanged 53
		SP:Iteration 8Q (9349.470000 sec): 3 clusters
  Score: Raw -230322.719777 + Penalty 2580.110731 = -227742.609046
  nChanged 59
		SP:Iteration 9Q (9349.670000 sec): 3 clusters
  Score: Raw -230373.209709 + Penalty 2580.110731 = -227793.098978
  nChanged 59
		SP:Iteration 10Q (9349.840000 sec): 3 clusters
  Score: Raw -230419.388076 + Penalty 2580.110731 = -227839.277346
  nChanged 53
		SP:Iteration 11Q (9350.050000 sec): 3 clusters
  Score: Raw -230459.323811 + Penalty 2580.110731 = -227879.213081
  nChanged 55
		SP:Iteration 12Q (9350.200000 sec): 3 clusters
  Score: Raw -230496.675982 + Penalty 2580.110731 = -227916.565251
  nChanged 28
		SP:Iteration 13Q (9350.390000 sec): 3 clusters
  Score: Raw -230516.440220 + Penalty 2580.110731 = -227936.329490
  nChanged 29
		SP:Iteration 14Q (9350.550000 sec): 3 clusters
  Score: Raw -230536.691704 + Penalty 2580.110731 = -227956.580974
  nChanged 22
		SP:Iteration 15Q (9350.710000 sec): 3 clusters
  Score: Raw -230552.486160 + Penalty 2580.110731 = -227972.375429
  nChanged 21
		SP:Iteration 16Q (9350.900000 sec): 3 clusters
  Score: Raw -230563.569651 + Penalty 2580.110731 = -227983.458920
  nChanged 21
		SP:Iteration 17Q (9351.070000 sec): 3 clusters
  Score: Raw -230573.739239 + Penalty 2580.110731 = -227993.628508
  nChanged 12
		SP:Iteration 18Q (9351.260000 sec): 3 clusters
  Score: Raw -230577.348011 + Penalty 2580.110731 = -227997.237281
  nChanged 5
		SP:Iteration 19Q (9351.450000 sec): 3 clusters
  Score: Raw -230578.498768 + Penalty 2580.110731 = -227998.388037
  nChanged 3
		SP:Iteration 20F (9351.630000 sec): 3 clusters
  Score: Raw -230579.270701 + Penalty 2580.110731 = -227999.159970
  nChanged 2
		SP:Iteration 21Q (9351.870000 sec): 3 clusters
  Score: Raw -230579.835828 + Penalty 2580.110731 = -227999.725098
  nChanged 2
		SP:Iteration 22Q (9352.010000 sec): 3 clusters
  Score: Raw -230580.375143 + Penalty 2580.110731 = -228000.264412
  nChanged 1
		SP:Iteration 23Q (9352.110000 sec): 3 clusters
  Score: Raw -230581.482289 + Penalty 2580.110731 = -228001.371558
  nChanged 2
		SP:Iteration 24Q (9352.310000 sec): 3 clusters
  Score: Raw -230582.102506 + Penalty 2580.110731 = -228001.991776
  nChanged 2
		SP:Iteration 25Q (9352.460000 sec): 3 clusters
  Score: Raw -230583.064401 + Penalty 2580.110731 = -228002.953670
  nChanged 2
		SP:Iteration 26Q (9352.630000 sec): 3 clusters
  Score: Raw -230584.115644 + Penalty 2580.110731 = -228004.004913
  nChanged 3
		SP:Iteration 27Q (9352.770000 sec): 3 clusters
  Score: Raw -230585.929648 + Penalty 2580.110731 = -228005.818918
  nChanged 4
		SP:Iteration 28Q (9352.980000 sec): 3 clusters
  Score: Raw -230587.446358 + Penalty 2580.110731 = -228007.335627
  nChanged 3
		SP:Iteration 29Q (9353.150000 sec): 3 clusters
  Score: Raw -230588.734067 + Penalty 2580.110731 = -228008.623337
  nChanged 2
		SP:Iteration 30Q (9353.350000 sec): 3 clusters
  Score: Raw -230589.875500 + Penalty 2580.110731 = -228009.764769
  nChanged 3
		SP:Iteration 31Q (9353.490000 sec): 3 clusters
  Score: Raw -230590.844975 + Penalty 2580.110731 = -228010.734244
  nChanged 0
		SP:Iteration 32F (9353.630000 sec): 3 clusters
  Score: Raw -230590.844975 + Penalty 2580.110731 = -228010.734244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9353.700000 sec): 2 clusters
  Score: Raw -80994.661643 + Penalty 1147.187865 = -79847.473779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9353.850000 sec): 3 clusters
  Score: Raw -80627.466796 + Penalty 2294.375729 = -78333.091067
  nChanged 374
		SP:Iteration 1F (9353.980000 sec): 3 clusters
  Score: Raw -81016.965753 + Penalty 2294.375729 = -78722.590024
  nChanged 119
		SP:Iteration 2F (9354.090000 sec): 3 clusters
  Score: Raw -81213.648917 + Penalty 2294.375729 = -78919.273188
  nChanged 77
		SP:Iteration 3F (9354.200000 sec): 3 clusters
  Score: Raw -81342.792874 + Penalty 2294.375729 = -79048.417145
  nChanged 62
		SP:Iteration 4F (9354.310000 sec): 3 clusters
  Score: Raw -81447.611752 + Penalty 2294.375729 = -79153.236023
  nChanged 50
		SP:Iteration 5Q (9354.430000 sec): 3 clusters
  Score: Raw -81523.753766 + Penalty 2294.375729 = -79229.378037
  nChanged 47
		SP:Iteration 6Q (9354.540000 sec): 3 clusters
  Score: Raw -81616.443669 + Penalty 2294.375729 = -79322.067940
  nChanged 44
		SP:Iteration 7Q (9354.760000 sec): 3 clusters
  Score: Raw -81713.113659 + Penalty 2294.375729 = -79418.737930
  nChanged 40
		SP:Iteration 8Q (9354.950000 sec): 3 clusters
  Score: Raw -81804.692818 + Penalty 2294.375729 = -79510.317088
  nChanged 23
		SP:Iteration 9Q (9355.110000 sec): 3 clusters
  Score: Raw -81843.708208 + Penalty 2294.375729 = -79549.332479
  nChanged 20
		SP:Iteration 10Q (9355.320000 sec): 3 clusters
  Score: Raw -81878.352133 + Penalty 2294.375729 = -79583.976404
  nChanged 13
		SP:Iteration 11Q (9355.510000 sec): 3 clusters
  Score: Raw -81901.615466 + Penalty 2294.375729 = -79607.239737
  nChanged 12
		SP:Iteration 12Q (9355.670000 sec): 3 clusters
  Score: Raw -81921.031554 + Penalty 2294.375729 = -79626.655825
  nChanged 13
		SP:Iteration 13Q (9355.870000 sec): 3 clusters
  Score: Raw -81938.174259 + Penalty 2294.375729 = -79643.798529
  nChanged 7
		SP:Iteration 14Q (9356.050000 sec): 3 clusters
  Score: Raw -81951.585238 + Penalty 2294.375729 = -79657.209509
  nChanged 8
		SP:Iteration 15Q (9356.270000 sec): 3 clusters
  Score: Raw -81971.508887 + Penalty 2294.375729 = -79677.133158
  nChanged 12
		SP:Iteration 16Q (9356.420000 sec): 3 clusters
  Score: Raw -81996.279418 + Penalty 2294.375729 = -79701.903689
  nChanged 9
		SP:Iteration 17Q (9356.610000 sec): 3 clusters
  Score: Raw -82011.929917 + Penalty 2294.375729 = -79717.554188
  nChanged 9
		SP:Iteration 18Q (9356.800000 sec): 3 clusters
  Score: Raw -82022.259540 + Penalty 2294.375729 = -79727.883811
  nChanged 4
		SP:Iteration 19Q (9356.990000 sec): 3 clusters
  Score: Raw -82027.400602 + Penalty 2294.375729 = -79733.024873
  nChanged 4
		SP:Iteration 20F (9357.160000 sec): 3 clusters
  Score: Raw -82030.545366 + Penalty 2294.375729 = -79736.169636
  nChanged 3
		SP:Iteration 21Q (9357.370000 sec): 3 clusters
  Score: Raw -82037.623583 + Penalty 2294.375729 = -79743.247854
  nChanged 3
		SP:Iteration 22Q (9357.560000 sec): 3 clusters
  Score: Raw -82041.369070 + Penalty 2294.375729 = -79746.993340
  nChanged 1
		SP:Iteration 23Q (9357.770000 sec): 3 clusters
  Score: Raw -82041.865691 + Penalty 2294.375729 = -79747.489962
  nChanged 0
		SP:Iteration 24F (9357.930000 sec): 3 clusters
  Score: Raw -82041.865691 + Penalty 2294.375729 = -79747.489962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9358.030000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9358.230000 sec): 3 clusters
  Score: Raw -139598.853138 + Penalty 2422.972008 = -137175.881130
  nChanged 578
		SP:Iteration 1F (9358.450000 sec): 3 clusters
  Score: Raw -140005.945836 + Penalty 2422.972008 = -137582.973828
  nChanged 152
		SP:Iteration 2F (9358.630000 sec): 3 clusters
  Score: Raw -140170.461392 + Penalty 2422.972008 = -137747.489384
  nChanged 116
		SP:Iteration 3F (9358.790000 sec): 3 clusters
  Score: Raw -140285.108598 + Penalty 2422.972008 = -137862.136590
  nChanged 106
		SP:Iteration 4F (9358.980000 sec): 3 clusters
  Score: Raw -140395.386028 + Penalty 2422.972008 = -137972.414020
  nChanged 80
		SP:Iteration 5Q (9359.140000 sec): 3 clusters
  Score: Raw -140475.521141 + Penalty 2422.972008 = -138052.549134
  nChanged 74
		SP:Iteration 6Q (9359.340000 sec): 3 clusters
  Score: Raw -140551.276673 + Penalty 2422.972008 = -138128.304666
  nChanged 54
		SP:Iteration 7Q (9359.530000 sec): 3 clusters
  Score: Raw -140606.353754 + Penalty 2422.972008 = -138183.381747
  nChanged 43
		SP:Iteration 8Q (9359.730000 sec): 3 clusters
  Score: Raw -140648.893128 + Penalty 2422.972008 = -138225.921121
  nChanged 29
		SP:Iteration 9Q (9359.910000 sec): 3 clusters
  Score: Raw -140679.093983 + Penalty 2422.972008 = -138256.121975
  nChanged 25
		SP:Iteration 10Q (9360.090000 sec): 3 clusters
  Score: Raw -140697.944097 + Penalty 2422.972008 = -138274.972089
  nChanged 17
		SP:Iteration 11Q (9360.290000 sec): 3 clusters
  Score: Raw -140710.025549 + Penalty 2422.972008 = -138287.053541
  nChanged 9
		SP:Iteration 12Q (9360.490000 sec): 3 clusters
  Score: Raw -140722.185115 + Penalty 2422.972008 = -138299.213108
  nChanged 11
		SP:Iteration 13Q (9360.660000 sec): 3 clusters
  Score: Raw -140733.954189 + Penalty 2422.972008 = -138310.982181
  nChanged 8
		SP:Iteration 14Q (9360.850000 sec): 3 clusters
  Score: Raw -140744.106547 + Penalty 2422.972008 = -138321.134539
  nChanged 13
		SP:Iteration 15Q (9361.030000 sec): 3 clusters
  Score: Raw -140756.354835 + Penalty 2422.972008 = -138333.382828
  nChanged 7
		SP:Iteration 16Q (9361.240000 sec): 3 clusters
  Score: Raw -140761.700395 + Penalty 2422.972008 = -138338.728387
  nChanged 3
		SP:Iteration 17Q (9361.470000 sec): 3 clusters
  Score: Raw -140763.371295 + Penalty 2422.972008 = -138340.399288
  nChanged 1
		SP:Iteration 18Q (9361.620000 sec): 3 clusters
  Score: Raw -140763.764156 + Penalty 2422.972008 = -138340.792148
  nChanged 1
		SP:Iteration 19Q (9361.800000 sec): 3 clusters
  Score: Raw -140764.465455 + Penalty 2422.972008 = -138341.493447
  nChanged 0
		SP:Iteration 20F (9362.020000 sec): 3 clusters
  Score: Raw -140764.816586 + Penalty 2422.972008 = -138341.844578
  nChanged 1
		SP:Iteration 21Q (9362.220000 sec): 3 clusters
  Score: Raw -140766.708271 + Penalty 2422.972008 = -138343.736263
  nChanged 2
		SP:Iteration 22Q (9362.410000 sec): 3 clusters
  Score: Raw -140768.361226 + Penalty 2422.972008 = -138345.389218
  nChanged 1
		SP:Iteration 23Q (9362.590000 sec): 3 clusters
  Score: Raw -140769.059357 + Penalty 2422.972008 = -138346.087349
  nChanged 1
		SP:Iteration 24Q (9362.790000 sec): 3 clusters
  Score: Raw -140769.392446 + Penalty 2422.972008 = -138346.420438
  nChanged 0
		SP:Iteration 25F (9362.980000 sec): 3 clusters
  Score: Raw -140769.392446 + Penalty 2422.972008 = -138346.420438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (93101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9363.510000 sec): 2 clusters
  Score: Raw -7160197.249390 + Penalty 1859.234033 = -7158338.015356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9364.140000 sec): 3 clusters
  Score: Raw -7099792.126899 + Penalty 3718.468066 = -7096073.658832
  nChanged 44535
		SP:Iteration 1F (9364.760000 sec): 3 clusters
  Score: Raw -7126652.320533 + Penalty 3718.468066 = -7122933.852466
  nChanged 4586
		SP:Iteration 2Q (9365.440000 sec): 3 clusters
  Score: Raw -7128567.422510 + Penalty 3718.468066 = -7124848.954443
  nChanged 5136
		SP:Iteration 3F (9366.090000 sec): 3 clusters
  Score: Raw -7131117.401593 + Penalty 3718.468066 = -7127398.933526
  nChanged 5679
		SP:Iteration 4F (9366.820000 sec): 3 clusters
  Score: Raw -7134415.008610 + Penalty 3718.468066 = -7130696.540543
  nChanged 5760
		SP:Iteration 5F (9367.390000 sec): 3 clusters
  Score: Raw -7138116.753321 + Penalty 3718.468066 = -7134398.285255
  nChanged 5765
		SP:Iteration 6F (9368.020000 sec): 3 clusters
  Score: Raw -7141954.760638 + Penalty 3718.468066 = -7138236.292572
  nChanged 5349
		SP:Iteration 7F (9368.610000 sec): 3 clusters
  Score: Raw -7145491.522918 + Penalty 3718.468066 = -7141773.054851
  nChanged 4629
		SP:Iteration 8Q (9369.200000 sec): 3 clusters
  Score: Raw -7148450.730496 + Penalty 3718.468066 = -7144732.262430
  nChanged 3744
		SP:Iteration 9Q (9369.850000 sec): 3 clusters
  Score: Raw -7150592.029751 + Penalty 3718.468066 = -7146873.561684
  nChanged 2895
		SP:Iteration 10Q (9370.440000 sec): 3 clusters
  Score: Raw -7152004.206761 + Penalty 3718.468066 = -7148285.738694
  nChanged 2153
		SP:Iteration 11Q (9371.050000 sec): 3 clusters
  Score: Raw -7152937.974629 + Penalty 3718.468066 = -7149219.506563
  nChanged 1756
		SP:Iteration 12Q (9371.650000 sec): 3 clusters
  Score: Raw -7153560.106367 + Penalty 3718.468066 = -7149841.638300
  nChanged 1449
		SP:Iteration 13Q (9372.190000 sec): 3 clusters
  Score: Raw -7154046.579073 + Penalty 3718.468066 = -7150328.111007
  nChanged 1257
		SP:Iteration 14Q (9372.710000 sec): 3 clusters
  Score: Raw -7154434.045271 + Penalty 3718.468066 = -7150715.577204
  nChanged 1244
		SP:Iteration 15Q (9373.200000 sec): 3 clusters
  Score: Raw -7154819.944898 + Penalty 3718.468066 = -7151101.476831
  nChanged 1192
		SP:Iteration 16Q (9373.710000 sec): 3 clusters
  Score: Raw -7155182.450300 + Penalty 3718.468066 = -7151463.982234
  nChanged 1146
		SP:Iteration 17Q (9374.230000 sec): 3 clusters
  Score: Raw -7155548.089223 + Penalty 3718.468066 = -7151829.621156
  nChanged 1140
		SP:Iteration 18Q (9374.760000 sec): 3 clusters
  Score: Raw -7155905.388554 + Penalty 3718.468066 = -7152186.920488
  nChanged 1118
		SP:Iteration 19Q (9375.250000 sec): 3 clusters
  Score: Raw -7156247.765610 + Penalty 3718.468066 = -7152529.297543
  nChanged 1119
		SP:Iteration 20F (9375.770000 sec): 3 clusters
  Score: Raw -7156612.372762 + Penalty 3718.468066 = -7152893.904695
  nChanged 1166
		SP:Iteration 21Q (9376.350000 sec): 3 clusters
  Score: Raw -7157011.408780 + Penalty 3718.468066 = -7153292.940713
  nChanged 1178
		SP:Iteration 22Q (9376.860000 sec): 3 clusters
  Score: Raw -7157427.322404 + Penalty 3718.468066 = -7153708.854337
  nChanged 1167
		SP:Iteration 23Q (9377.360000 sec): 3 clusters
  Score: Raw -7157841.746787 + Penalty 3718.468066 = -7154123.278721
  nChanged 1079
		SP:Iteration 24Q (9377.870000 sec): 3 clusters
  Score: Raw -7158233.430807 + Penalty 3718.468066 = -7154514.962741
  nChanged 1059
		SP:Iteration 25Q (9378.380000 sec): 3 clusters
  Score: Raw -7158629.614174 + Penalty 3718.468066 = -7154911.146107
  nChanged 1009
		SP:Iteration 26Q (9378.940000 sec): 3 clusters
  Score: Raw -7159018.692836 + Penalty 3718.468066 = -7155300.224770
  nChanged 933
		SP:Iteration 27Q (9379.430000 sec): 3 clusters
  Score: Raw -7159374.219581 + Penalty 3718.468066 = -7155655.751514
  nChanged 819
		SP:Iteration 28Q (9379.890000 sec): 3 clusters
  Score: Raw -7159677.501707 + Penalty 3718.468066 = -7155959.033640
  nChanged 724
		SP:Iteration 29Q (9380.380000 sec): 3 clusters
  Score: Raw -7159942.705225 + Penalty 3718.468066 = -7156224.237158
  nChanged 708
		SP:Iteration 30Q (9380.940000 sec): 3 clusters
  Score: Raw -7160218.956161 + Penalty 3718.468066 = -7156500.488094
  nChanged 579
		SP:Iteration 31Q (9381.590000 sec): 3 clusters
  Score: Raw -7160476.964042 + Penalty 3718.468066 = -7156758.495976
  nChanged 488
		SP:Iteration 32Q (9382.230000 sec): 3 clusters
  Score: Raw -7160712.652962 + Penalty 3718.468066 = -7156994.184895
  nChanged 408
		SP:Iteration 33Q (9382.810000 sec): 3 clusters
  Score: Raw -7160926.635354 + Penalty 3718.468066 = -7157208.167288
  nChanged 336
		SP:Iteration 34Q (9383.380000 sec): 3 clusters
  Score: Raw -7161100.665152 + Penalty 3718.468066 = -7157382.197085
  nChanged 288
		SP:Iteration 35Q (9383.930000 sec): 3 clusters
  Score: Raw -7161228.123013 + Penalty 3718.468066 = -7157509.654947
  nChanged 255
		SP:Iteration 36Q (9384.530000 sec): 3 clusters
  Score: Raw -7161335.099430 + Penalty 3718.468066 = -7157616.631363
  nChanged 193
		SP:Iteration 37Q (9385.100000 sec): 3 clusters
  Score: Raw -7161394.605876 + Penalty 3718.468066 = -7157676.137810
  nChanged 155
		SP:Iteration 38Q (9385.730000 sec): 3 clusters
  Score: Raw -7161436.419726 + Penalty 3718.468066 = -7157717.951660
  nChanged 119
		SP:Iteration 39Q (9386.320000 sec): 3 clusters
  Score: Raw -7161464.681660 + Penalty 3718.468066 = -7157746.213594
  nChanged 112
		SP:Iteration 40F (9386.940000 sec): 3 clusters
  Score: Raw -7161494.263775 + Penalty 3718.468066 = -7157775.795708
  nChanged 98
		SP:Iteration 41Q (9387.520000 sec): 3 clusters
  Score: Raw -7161519.664509 + Penalty 3718.468066 = -7157801.196443
  nChanged 96
		SP:Iteration 42Q (9388.090000 sec): 3 clusters
  Score: Raw -7161541.266536 + Penalty 3718.468066 = -7157822.798470
  nChanged 69
		SP:Iteration 43Q (9388.710000 sec): 3 clusters
  Score: Raw -7161555.771590 + Penalty 3718.468066 = -7157837.303524
  nChanged 52
		SP:Iteration 44Q (9389.280000 sec): 3 clusters
  Score: Raw -7161566.935377 + Penalty 3718.468066 = -7157848.467310
  nChanged 48
		SP:Iteration 45Q (9389.850000 sec): 3 clusters
  Score: Raw -7161575.137666 + Penalty 3718.468066 = -7157856.669600
  nChanged 44
		SP:Iteration 46Q (9390.430000 sec): 3 clusters
  Score: Raw -7161582.971614 + Penalty 3718.468066 = -7157864.503547
  nChanged 40
		SP:Iteration 47Q (9391.040000 sec): 3 clusters
  Score: Raw -7161589.896119 + Penalty 3718.468066 = -7157871.428052
  nChanged 40
		SP:Iteration 48Q (9391.610000 sec): 3 clusters
  Score: Raw -7161597.585420 + Penalty 3718.468066 = -7157879.117354
  nChanged 40
		SP:Iteration 49Q (9392.250000 sec): 3 clusters
  Score: Raw -7161605.720706 + Penalty 3718.468066 = -7157887.252639
  nChanged 49
		SP:Iteration 50Q (9392.900000 sec): 3 clusters
  Score: Raw -7161617.883883 + Penalty 3718.468066 = -7157899.415816
  nChanged 49
		SP:Iteration 51Q (9393.470000 sec): 3 clusters
  Score: Raw -7161630.761475 + Penalty 3718.468066 = -7157912.293408
  nChanged 46
		SP:Iteration 52Q (9394.040000 sec): 3 clusters
  Score: Raw -7161641.908616 + Penalty 3718.468066 = -7157923.440550
  nChanged 48
		SP:Iteration 53Q (9394.660000 sec): 3 clusters
  Score: Raw -7161656.734394 + Penalty 3718.468066 = -7157938.266327
  nChanged 60
		SP:Iteration 54Q (9395.220000 sec): 3 clusters
  Score: Raw -7161674.752031 + Penalty 3718.468066 = -7157956.283965
  nChanged 71
		SP:Iteration 55Q (9395.790000 sec): 3 clusters
  Score: Raw -7161695.772500 + Penalty 3718.468066 = -7157977.304433
  nChanged 62
		SP:Iteration 56Q (9396.360000 sec): 3 clusters
  Score: Raw -7161716.627957 + Penalty 3718.468066 = -7157998.159891
  nChanged 61
		SP:Iteration 57Q (9396.880000 sec): 3 clusters
  Score: Raw -7161741.085645 + Penalty 3718.468066 = -7158022.617579
  nChanged 76
		SP:Iteration 58Q (9397.380000 sec): 3 clusters
  Score: Raw -7161776.169209 + Penalty 3718.468066 = -7158057.701143
  nChanged 77
		SP:Iteration 59Q (9397.960000 sec): 3 clusters
  Score: Raw -7161815.707306 + Penalty 3718.468066 = -7158097.239240
  nChanged 89
		SP:Iteration 60F (9398.550000 sec): 3 clusters
  Score: Raw -7161862.711206 + Penalty 3718.468066 = -7158144.243139
  nChanged 86
		SP:Iteration 61Q (9399.080000 sec): 3 clusters
  Score: Raw -7161908.658318 + Penalty 3718.468066 = -7158190.190251
  nChanged 86
		SP:Iteration 62Q (9399.680000 sec): 3 clusters
  Score: Raw -7161947.082274 + Penalty 3718.468066 = -7158228.614208
  nChanged 72
		SP:Iteration 63Q (9400.230000 sec): 3 clusters
  Score: Raw -7161972.805468 + Penalty 3718.468066 = -7158254.337401
  nChanged 62
		SP:Iteration 64Q (9400.810000 sec): 3 clusters
  Score: Raw -7161993.219027 + Penalty 3718.468066 = -7158274.750960
  nChanged 59
		SP:Iteration 65Q (9401.420000 sec): 3 clusters
  Score: Raw -7162013.248858 + Penalty 3718.468066 = -7158294.780792
  nChanged 51
		SP:Iteration 66Q (9401.910000 sec): 3 clusters
  Score: Raw -7162026.125741 + Penalty 3718.468066 = -7158307.657675
  nChanged 39
		SP:Iteration 67Q (9402.450000 sec): 3 clusters
  Score: Raw -7162034.693704 + Penalty 3718.468066 = -7158316.225637
  nChanged 35
		SP:Iteration 68Q (9402.990000 sec): 3 clusters
  Score: Raw -7162041.490715 + Penalty 3718.468066 = -7158323.022649
  nChanged 24
		SP:Iteration 69Q (9403.510000 sec): 3 clusters
  Score: Raw -7162046.936182 + Penalty 3718.468066 = -7158328.468116
  nChanged 23
		SP:Iteration 70Q (9404.010000 sec): 3 clusters
  Score: Raw -7162052.028143 + Penalty 3718.468066 = -7158333.560077
  nChanged 21
		SP:Iteration 71Q (9404.510000 sec): 3 clusters
  Score: Raw -7162057.498790 + Penalty 3718.468066 = -7158339.030724
  nChanged 22
		SP:Iteration 72Q (9404.980000 sec): 3 clusters
  Score: Raw -7162062.600155 + Penalty 3718.468066 = -7158344.132089
  nChanged 23
		SP:Iteration 73Q (9405.470000 sec): 3 clusters
  Score: Raw -7162066.396029 + Penalty 3718.468066 = -7158347.927962
  nChanged 14
		SP:Iteration 74Q (9406.040000 sec): 3 clusters
  Score: Raw -7162069.215285 + Penalty 3718.468066 = -7158350.747218
  nChanged 12
		SP:Iteration 75Q (9406.610000 sec): 3 clusters
  Score: Raw -7162071.391210 + Penalty 3718.468066 = -7158352.923144
  nChanged 10
		SP:Iteration 76Q (9407.110000 sec): 3 clusters
  Score: Raw -7162073.218850 + Penalty 3718.468066 = -7158354.750784
  nChanged 6
		SP:Iteration 77Q (9407.570000 sec): 3 clusters
  Score: Raw -7162074.037273 + Penalty 3718.468066 = -7158355.569206
  nChanged 4
		SP:Iteration 78Q (9408.080000 sec): 3 clusters
  Score: Raw -7162074.953056 + Penalty 3718.468066 = -7158356.484990
  nChanged 9
		SP:Iteration 79Q (9408.650000 sec): 3 clusters
  Score: Raw -7162076.219651 + Penalty 3718.468066 = -7158357.751584
  nChanged 9
		SP:Iteration 80F (9409.230000 sec): 3 clusters
  Score: Raw -7162077.537771 + Penalty 3718.468066 = -7158359.069705
  nChanged 5
		SP:Iteration 81Q (9409.720000 sec): 3 clusters
  Score: Raw -7162078.823737 + Penalty 3718.468066 = -7158360.355670
  nChanged 10
		SP:Iteration 82Q (9410.250000 sec): 3 clusters
  Score: Raw -7162081.331039 + Penalty 3718.468066 = -7158362.862972
  nChanged 9
		SP:Iteration 83Q (9410.730000 sec): 3 clusters
  Score: Raw -7162082.985928 + Penalty 3718.468066 = -7158364.517862
  nChanged 10
		SP:Iteration 84Q (9411.190000 sec): 3 clusters
  Score: Raw -7162084.796003 + Penalty 3718.468066 = -7158366.327937
  nChanged 10
		SP:Iteration 85Q (9411.670000 sec): 3 clusters
  Score: Raw -7162086.161360 + Penalty 3718.468066 = -7158367.693293
  nChanged 10
		SP:Iteration 86Q (9412.170000 sec): 3 clusters
  Score: Raw -7162087.498847 + Penalty 3718.468066 = -7158369.030780
  nChanged 8
		SP:Iteration 87Q (9412.680000 sec): 3 clusters
  Score: Raw -7162088.670427 + Penalty 3718.468066 = -7158370.202360
  nChanged 7
		SP:Iteration 88Q (9413.220000 sec): 3 clusters
  Score: Raw -7162089.418194 + Penalty 3718.468066 = -7158370.950128
  nChanged 1
		SP:Iteration 89Q (9413.690000 sec): 3 clusters
  Score: Raw -7162089.581348 + Penalty 3718.468066 = -7158371.113281
  nChanged 1
		SP:Iteration 90Q (9414.150000 sec): 3 clusters
  Score: Raw -7162089.753048 + Penalty 3718.468066 = -7158371.284981
  nChanged 0
		SP:Iteration 91F (9414.760000 sec): 3 clusters
  Score: Raw -7162089.753048 + Penalty 3718.468066 = -7158371.284981
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9414.930000 sec): 2 clusters
  Score: Raw -793814.654763 + Penalty 1485.741508 = -792328.913255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9415.140000 sec): 3 clusters
  Score: Raw -788597.312463 + Penalty 2971.483016 = -785625.829447
  nChanged 3946
		SP:Iteration 1F (9415.360000 sec): 3 clusters
  Score: Raw -790827.315639 + Penalty 2971.483016 = -787855.832623
  nChanged 745
		SP:Iteration 2F (9415.540000 sec): 3 clusters
  Score: Raw -791308.806638 + Penalty 2971.483016 = -788337.323622
  nChanged 698
		SP:Iteration 3F (9415.770000 sec): 3 clusters
  Score: Raw -791819.637931 + Penalty 2971.483016 = -788848.154915
  nChanged 688
		SP:Iteration 4F (9415.960000 sec): 3 clusters
  Score: Raw -792324.453348 + Penalty 2971.483016 = -789352.970332
  nChanged 630
		SP:Iteration 5F (9416.180000 sec): 3 clusters
  Score: Raw -792746.473604 + Penalty 2971.483016 = -789774.990588
  nChanged 502
		SP:Iteration 6F (9416.350000 sec): 3 clusters
  Score: Raw -793029.600068 + Penalty 2971.483016 = -790058.117052
  nChanged 375
		SP:Iteration 7Q (9416.570000 sec): 3 clusters
  Score: Raw -793197.785958 + Penalty 2971.483016 = -790226.302942
  nChanged 296
		SP:Iteration 8Q (9416.770000 sec): 3 clusters
  Score: Raw -793334.414779 + Penalty 2971.483016 = -790362.931763
  nChanged 236
		SP:Iteration 9Q (9417.010000 sec): 3 clusters
  Score: Raw -793426.697904 + Penalty 2971.483016 = -790455.214888
  nChanged 187
		SP:Iteration 10Q (9417.200000 sec): 3 clusters
  Score: Raw -793498.200643 + Penalty 2971.483016 = -790526.717627
  nChanged 166
		SP:Iteration 11Q (9417.450000 sec): 3 clusters
  Score: Raw -793551.779226 + Penalty 2971.483016 = -790580.296210
  nChanged 131
		SP:Iteration 12Q (9417.660000 sec): 3 clusters
  Score: Raw -793594.186607 + Penalty 2971.483016 = -790622.703591
  nChanged 120
		SP:Iteration 13Q (9417.860000 sec): 3 clusters
  Score: Raw -793630.294506 + Penalty 2971.483016 = -790658.811490
  nChanged 98
		SP:Iteration 14Q (9418.110000 sec): 3 clusters
  Score: Raw -793660.985702 + Penalty 2971.483016 = -790689.502686
  nChanged 107
		SP:Iteration 15Q (9418.310000 sec): 3 clusters
  Score: Raw -793697.204384 + Penalty 2971.483016 = -790725.721368
  nChanged 109
		SP:Iteration 16Q (9418.480000 sec): 3 clusters
  Score: Raw -793733.734849 + Penalty 2971.483016 = -790762.251833
  nChanged 104
		SP:Iteration 17Q (9418.730000 sec): 3 clusters
  Score: Raw -793772.592196 + Penalty 2971.483016 = -790801.109180
  nChanged 109
		SP:Iteration 18Q (9418.920000 sec): 3 clusters
  Score: Raw -793817.253634 + Penalty 2971.483016 = -790845.770618
  nChanged 90
		SP:Iteration 19Q (9419.170000 sec): 3 clusters
  Score: Raw -793855.375193 + Penalty 2971.483016 = -790883.892177
  nChanged 94
		SP:Iteration 20F (9419.390000 sec): 3 clusters
  Score: Raw -793899.800967 + Penalty 2971.483016 = -790928.317951
  nChanged 96
		SP:Iteration 21Q (9419.590000 sec): 3 clusters
  Score: Raw -793947.763602 + Penalty 2971.483016 = -790976.280586
  nChanged 88
		SP:Iteration 22Q (9419.830000 sec): 3 clusters
  Score: Raw -793988.792523 + Penalty 2971.483016 = -791017.309507
  nChanged 88
		SP:Iteration 23Q (9420.060000 sec): 3 clusters
  Score: Raw -794026.451224 + Penalty 2971.483016 = -791054.968208
  nChanged 78
		SP:Iteration 24Q (9420.300000 sec): 3 clusters
  Score: Raw -794055.870093 + Penalty 2971.483016 = -791084.387077
  nChanged 47
		SP:Iteration 25Q (9420.610000 sec): 3 clusters
  Score: Raw -794073.931462 + Penalty 2971.483016 = -791102.448446
  nChanged 48
		SP:Iteration 26Q (9420.810000 sec): 3 clusters
  Score: Raw -794088.554947 + Penalty 2971.483016 = -791117.071931
  nChanged 36
		SP:Iteration 27Q (9421.020000 sec): 3 clusters
  Score: Raw -794099.465299 + Penalty 2971.483016 = -791127.982283
  nChanged 29
		SP:Iteration 28Q (9421.240000 sec): 3 clusters
  Score: Raw -794110.935968 + Penalty 2971.483016 = -791139.452952
  nChanged 32
		SP:Iteration 29Q (9421.420000 sec): 3 clusters
  Score: Raw -794124.314817 + Penalty 2971.483016 = -791152.831801
  nChanged 32
		SP:Iteration 30Q (9421.640000 sec): 3 clusters
  Score: Raw -794135.116919 + Penalty 2971.483016 = -791163.633903
  nChanged 32
		SP:Iteration 31Q (9421.860000 sec): 3 clusters
  Score: Raw -794145.535804 + Penalty 2971.483016 = -791174.052788
  nChanged 35
		SP:Iteration 32Q (9422.060000 sec): 3 clusters
  Score: Raw -794159.139450 + Penalty 2971.483016 = -791187.656434
  nChanged 26
		SP:Iteration 33Q (9422.310000 sec): 3 clusters
  Score: Raw -794166.779846 + Penalty 2971.483016 = -791195.296830
  nChanged 14
		SP:Iteration 34Q (9422.460000 sec): 3 clusters
  Score: Raw -794171.676149 + Penalty 2971.483016 = -791200.193133
  nChanged 19
		SP:Iteration 35Q (9422.660000 sec): 3 clusters
  Score: Raw -794176.675051 + Penalty 2971.483016 = -791205.192035
  nChanged 11
		SP:Iteration 36Q (9422.900000 sec): 3 clusters
  Score: Raw -794180.962382 + Penalty 2971.483016 = -791209.479366
  nChanged 11
		SP:Iteration 37Q (9423.090000 sec): 3 clusters
  Score: Raw -794184.758923 + Penalty 2971.483016 = -791213.275907
  nChanged 15
		SP:Iteration 38Q (9423.340000 sec): 3 clusters
  Score: Raw -794188.830928 + Penalty 2971.483016 = -791217.347912
  nChanged 9
		SP:Iteration 39Q (9423.520000 sec): 3 clusters
  Score: Raw -794191.435768 + Penalty 2971.483016 = -791219.952752
  nChanged 5
		SP:Iteration 40F (9423.790000 sec): 3 clusters
  Score: Raw -794193.029828 + Penalty 2971.483016 = -791221.546812
  nChanged 11
		SP:Iteration 41Q (9424.000000 sec): 3 clusters
  Score: Raw -794196.700453 + Penalty 2971.483016 = -791225.217437
  nChanged 11
		SP:Iteration 42Q (9424.190000 sec): 3 clusters
  Score: Raw -794200.865044 + Penalty 2971.483016 = -791229.382028
  nChanged 13
		SP:Iteration 43Q (9424.400000 sec): 3 clusters
  Score: Raw -794204.777953 + Penalty 2971.483016 = -791233.294937
  nChanged 8
		SP:Iteration 44Q (9424.620000 sec): 3 clusters
  Score: Raw -794206.817487 + Penalty 2971.483016 = -791235.334471
  nChanged 7
		SP:Iteration 45Q (9424.850000 sec): 3 clusters
  Score: Raw -794209.439524 + Penalty 2971.483016 = -791237.956508
  nChanged 11
		SP:Iteration 46Q (9425.070000 sec): 3 clusters
  Score: Raw -794212.166878 + Penalty 2971.483016 = -791240.683862
  nChanged 15
		SP:Iteration 47Q (9425.220000 sec): 3 clusters
  Score: Raw -794215.739792 + Penalty 2971.483016 = -791244.256776
  nChanged 7
		SP:Iteration 48Q (9425.440000 sec): 3 clusters
  Score: Raw -794216.934821 + Penalty 2971.483016 = -791245.451805
  nChanged 3
		SP:Iteration 49Q (9425.640000 sec): 3 clusters
  Score: Raw -794217.349915 + Penalty 2971.483016 = -791245.866899
  nChanged 1
		SP:Iteration 50Q (9425.860000 sec): 3 clusters
  Score: Raw -794217.591353 + Penalty 2971.483016 = -791246.108337
  nChanged 1
		SP:Iteration 51Q (9426.060000 sec): 3 clusters
  Score: Raw -794217.698753 + Penalty 2971.483016 = -791246.215737
  nChanged 0
		SP:Iteration 52F (9426.280000 sec): 3 clusters
  Score: Raw -794217.698753 + Penalty 2971.483016 = -791246.215737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9426.390000 sec): 2 clusters
  Score: Raw -82338.941829 + Penalty 1131.978930 = -81206.962899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9426.630000 sec): 3 clusters
  Score: Raw -81976.407018 + Penalty 2263.957861 = -79712.449158
  nChanged 323
		SP:Iteration 1F (9426.790000 sec): 3 clusters
  Score: Raw -82294.930814 + Penalty 2263.957861 = -80030.972953
  nChanged 102
		SP:Iteration 2F (9426.950000 sec): 3 clusters
  Score: Raw -82430.183878 + Penalty 2263.957861 = -80166.226017
  nChanged 68
		SP:Iteration 3F (9427.140000 sec): 3 clusters
  Score: Raw -82521.811475 + Penalty 2263.957861 = -80257.853615
  nChanged 55
		SP:Iteration 4F (9427.300000 sec): 3 clusters
  Score: Raw -82613.190723 + Penalty 2263.957861 = -80349.232863
  nChanged 60
		SP:Iteration 5F (9427.540000 sec): 3 clusters
  Score: Raw -82758.568534 + Penalty 2263.957861 = -80494.610673
  nChanged 61
		SP:Iteration 6F (9427.720000 sec): 3 clusters
  Score: Raw -82961.637171 + Penalty 2263.957861 = -80697.679310
  nChanged 71
		SP:Iteration 7F (9427.930000 sec): 3 clusters
  Score: Raw -83296.587867 + Penalty 2263.957861 = -81032.630006
  nChanged 57
		SP:Iteration 8F (9428.130000 sec): 3 clusters
  Score: Raw -83671.396812 + Penalty 2263.957861 = -81407.438951
  nChanged 30
		SP:Iteration 9Q (9428.270000 sec): 3 clusters
  Score: Raw -83899.230040 + Penalty 2263.957861 = -81635.272179
  nChanged 7
		SP:Iteration 10Q (9428.470000 sec): 3 clusters
  Score: Raw -83951.483923 + Penalty 2263.957861 = -81687.526062
  nChanged 5
		SP:Iteration 11Q (9428.700000 sec): 3 clusters
  Score: Raw -83985.808628 + Penalty 2263.957861 = -81721.850767
  nChanged 4
		SP:Iteration 12Q (9428.850000 sec): 3 clusters
  Score: Raw -83998.443040 + Penalty 2263.957861 = -81734.485179
  nChanged 1
		SP:Iteration 13Q (9429.030000 sec): 3 clusters
  Score: Raw -83999.619239 + Penalty 2263.957861 = -81735.661378
  nChanged 0
		SP:Iteration 14F (9429.240000 sec): 3 clusters
  Score: Raw -83999.619239 + Penalty 2263.957861 = -81735.661378
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9429.350000 sec): 2 clusters
  Score: Raw -438291.638210 + Penalty 1406.132278 = -436885.505932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9429.590000 sec): 3 clusters
  Score: Raw -435303.612816 + Penalty 2812.264555 = -432491.348260
  nChanged 2355
		SP:Iteration 1F (9429.770000 sec): 3 clusters
  Score: Raw -436726.505522 + Penalty 2812.264555 = -433914.240967
  nChanged 469
		SP:Iteration 2F (9429.980000 sec): 3 clusters
  Score: Raw -437029.544426 + Penalty 2812.264555 = -434217.279870
  nChanged 387
		SP:Iteration 3F (9430.180000 sec): 3 clusters
  Score: Raw -437303.738504 + Penalty 2812.264555 = -434491.473949
  nChanged 309
		SP:Iteration 4F (9430.360000 sec): 3 clusters
  Score: Raw -437525.892810 + Penalty 2812.264555 = -434713.628254
  nChanged 256
		SP:Iteration 5Q (9430.570000 sec): 3 clusters
  Score: Raw -437690.034378 + Penalty 2812.264555 = -434877.769823
  nChanged 225
		SP:Iteration 6Q (9430.740000 sec): 3 clusters
  Score: Raw -437845.813905 + Penalty 2812.264555 = -435033.549350
  nChanged 208
		SP:Iteration 7Q (9430.940000 sec): 3 clusters
  Score: Raw -437982.822236 + Penalty 2812.264555 = -435170.557681
  nChanged 193
		SP:Iteration 8Q (9431.120000 sec): 3 clusters
  Score: Raw -438108.978893 + Penalty 2812.264555 = -435296.714338
  nChanged 163
		SP:Iteration 9Q (9431.310000 sec): 3 clusters
  Score: Raw -438206.570253 + Penalty 2812.264555 = -435394.305697
  nChanged 126
		SP:Iteration 10Q (9431.550000 sec): 3 clusters
  Score: Raw -438274.200284 + Penalty 2812.264555 = -435461.935729
  nChanged 106
		SP:Iteration 11Q (9431.760000 sec): 3 clusters
  Score: Raw -438324.670409 + Penalty 2812.264555 = -435512.405853
  nChanged 102
		SP:Iteration 12Q (9431.920000 sec): 3 clusters
  Score: Raw -438371.196216 + Penalty 2812.264555 = -435558.931661
  nChanged 96
		SP:Iteration 13Q (9432.110000 sec): 3 clusters
  Score: Raw -438416.905118 + Penalty 2812.264555 = -435604.640563
  nChanged 93
		SP:Iteration 14Q (9432.330000 sec): 3 clusters
  Score: Raw -438470.241623 + Penalty 2812.264555 = -435657.977067
  nChanged 89
		SP:Iteration 15Q (9432.510000 sec): 3 clusters
  Score: Raw -438512.502464 + Penalty 2812.264555 = -435700.237909
  nChanged 82
		SP:Iteration 16Q (9432.730000 sec): 3 clusters
  Score: Raw -438550.552821 + Penalty 2812.264555 = -435738.288266
  nChanged 87
		SP:Iteration 17Q (9432.940000 sec): 3 clusters
  Score: Raw -438586.667297 + Penalty 2812.264555 = -435774.402742
  nChanged 62
		SP:Iteration 18Q (9433.160000 sec): 3 clusters
  Score: Raw -438613.020352 + Penalty 2812.264555 = -435800.755797
  nChanged 61
		SP:Iteration 19Q (9433.350000 sec): 3 clusters
  Score: Raw -438634.435636 + Penalty 2812.264555 = -435822.171081
  nChanged 50
		SP:Iteration 20F (9433.570000 sec): 3 clusters
  Score: Raw -438649.631434 + Penalty 2812.264555 = -435837.366879
  nChanged 42
		SP:Iteration 21Q (9433.770000 sec): 3 clusters
  Score: Raw -438663.795941 + Penalty 2812.264555 = -435851.531386
  nChanged 59
		SP:Iteration 22Q (9434.030000 sec): 3 clusters
  Score: Raw -438691.665430 + Penalty 2812.264555 = -435879.400875
  nChanged 68
		SP:Iteration 23Q (9434.190000 sec): 3 clusters
  Score: Raw -438727.366649 + Penalty 2812.264555 = -435915.102094
  nChanged 70
		SP:Iteration 24Q (9434.400000 sec): 3 clusters
  Score: Raw -438752.524960 + Penalty 2812.264555 = -435940.260405
  nChanged 47
		SP:Iteration 25Q (9434.610000 sec): 3 clusters
  Score: Raw -438769.228249 + Penalty 2812.264555 = -435956.963694
  nChanged 53
		SP:Iteration 26Q (9434.860000 sec): 3 clusters
  Score: Raw -438785.368311 + Penalty 2812.264555 = -435973.103756
  nChanged 38
		SP:Iteration 27Q (9435.040000 sec): 3 clusters
  Score: Raw -438798.599244 + Penalty 2812.264555 = -435986.334689
  nChanged 34
		SP:Iteration 28Q (9435.200000 sec): 3 clusters
  Score: Raw -438810.364402 + Penalty 2812.264555 = -435998.099846
  nChanged 42
		SP:Iteration 29Q (9435.420000 sec): 3 clusters
  Score: Raw -438824.641247 + Penalty 2812.264555 = -436012.376692
  nChanged 36
		SP:Iteration 30Q (9435.630000 sec): 3 clusters
  Score: Raw -438840.080104 + Penalty 2812.264555 = -436027.815548
  nChanged 41
		SP:Iteration 31Q (9435.830000 sec): 3 clusters
  Score: Raw -438853.404893 + Penalty 2812.264555 = -436041.140338
  nChanged 35
		SP:Iteration 32Q (9436.060000 sec): 3 clusters
  Score: Raw -438865.411857 + Penalty 2812.264555 = -436053.147302
  nChanged 35
		SP:Iteration 33Q (9436.230000 sec): 3 clusters
  Score: Raw -438876.028343 + Penalty 2812.264555 = -436063.763788
  nChanged 26
		SP:Iteration 34Q (9436.440000 sec): 3 clusters
  Score: Raw -438884.127078 + Penalty 2812.264555 = -436071.862522
  nChanged 36
		SP:Iteration 35Q (9436.650000 sec): 3 clusters
  Score: Raw -438894.605568 + Penalty 2812.264555 = -436082.341013
  nChanged 38
		SP:Iteration 36Q (9436.860000 sec): 3 clusters
  Score: Raw -438904.995038 + Penalty 2812.264555 = -436092.730483
  nChanged 28
		SP:Iteration 37Q (9437.070000 sec): 3 clusters
  Score: Raw -438912.300698 + Penalty 2812.264555 = -436100.036142
  nChanged 27
		SP:Iteration 38Q (9437.280000 sec): 3 clusters
  Score: Raw -438919.956956 + Penalty 2812.264555 = -436107.692400
  nChanged 22
		SP:Iteration 39Q (9437.460000 sec): 3 clusters
  Score: Raw -438924.235703 + Penalty 2812.264555 = -436111.971148
  nChanged 18
		SP:Iteration 40F (9437.660000 sec): 3 clusters
  Score: Raw -438928.985255 + Penalty 2812.264555 = -436116.720700
  nChanged 24
		SP:Iteration 41Q (9437.910000 sec): 3 clusters
  Score: Raw -438935.628025 + Penalty 2812.264555 = -436123.363470
  nChanged 21
		SP:Iteration 42Q (9438.120000 sec): 3 clusters
  Score: Raw -438941.576419 + Penalty 2812.264555 = -436129.311863
  nChanged 18
		SP:Iteration 43Q (9438.300000 sec): 3 clusters
  Score: Raw -438947.416892 + Penalty 2812.264555 = -436135.152337
  nChanged 19
		SP:Iteration 44Q (9438.510000 sec): 3 clusters
  Score: Raw -438953.765532 + Penalty 2812.264555 = -436141.500977
  nChanged 15
		SP:Iteration 45Q (9438.710000 sec): 3 clusters
  Score: Raw -438957.612324 + Penalty 2812.264555 = -436145.347769
  nChanged 15
		SP:Iteration 46Q (9438.910000 sec): 3 clusters
  Score: Raw -438961.551935 + Penalty 2812.264555 = -436149.287380
  nChanged 15
		SP:Iteration 47Q (9439.150000 sec): 3 clusters
  Score: Raw -438965.257438 + Penalty 2812.264555 = -436152.992882
  nChanged 9
		SP:Iteration 48Q (9439.340000 sec): 3 clusters
  Score: Raw -438967.673670 + Penalty 2812.264555 = -436155.409114
  nChanged 10
		SP:Iteration 49Q (9439.560000 sec): 3 clusters
  Score: Raw -438970.022943 + Penalty 2812.264555 = -436157.758388
  nChanged 7
		SP:Iteration 50Q (9439.820000 sec): 3 clusters
  Score: Raw -438971.749942 + Penalty 2812.264555 = -436159.485387
  nChanged 3
		SP:Iteration 51Q (9440.020000 sec): 3 clusters
  Score: Raw -438972.279240 + Penalty 2812.264555 = -436160.014685
  nChanged 4
		SP:Iteration 52Q (9440.200000 sec): 3 clusters
  Score: Raw -438973.375319 + Penalty 2812.264555 = -436161.110764
  nChanged 9
		SP:Iteration 53Q (9440.390000 sec): 3 clusters
  Score: Raw -438975.783447 + Penalty 2812.264555 = -436163.518892
  nChanged 11
		SP:Iteration 54Q (9440.600000 sec): 3 clusters
  Score: Raw -438978.829854 + Penalty 2812.264555 = -436166.565299
  nChanged 9
		SP:Iteration 55Q (9440.820000 sec): 3 clusters
  Score: Raw -438980.696420 + Penalty 2812.264555 = -436168.431864
  nChanged 9
		SP:Iteration 56Q (9441.020000 sec): 3 clusters
  Score: Raw -438982.389924 + Penalty 2812.264555 = -436170.125369
  nChanged 5
		SP:Iteration 57Q (9441.220000 sec): 3 clusters
  Score: Raw -438984.150625 + Penalty 2812.264555 = -436171.886069
  nChanged 8
		SP:Iteration 58Q (9441.410000 sec): 3 clusters
  Score: Raw -438985.970929 + Penalty 2812.264555 = -436173.706374
  nChanged 4
		SP:Iteration 59Q (9441.630000 sec): 3 clusters
  Score: Raw -438986.711336 + Penalty 2812.264555 = -436174.446781
  nChanged 4
		SP:Iteration 60F (9441.870000 sec): 3 clusters
  Score: Raw -438987.597013 + Penalty 2812.264555 = -436175.332458
  nChanged 6
		SP:Iteration 61Q (9442.030000 sec): 3 clusters
  Score: Raw -438989.022631 + Penalty 2812.264555 = -436176.758075
  nChanged 4
		SP:Iteration 62Q (9442.200000 sec): 3 clusters
  Score: Raw -438990.537097 + Penalty 2812.264555 = -436178.272541
  nChanged 5
		SP:Iteration 63Q (9442.410000 sec): 3 clusters
  Score: Raw -438991.802018 + Penalty 2812.264555 = -436179.537463
  nChanged 7
		SP:Iteration 64Q (9442.620000 sec): 3 clusters
  Score: Raw -438994.270673 + Penalty 2812.264555 = -436182.006118
  nChanged 8
		SP:Iteration 65Q (9442.850000 sec): 3 clusters
  Score: Raw -438997.774642 + Penalty 2812.264555 = -436185.510087
  nChanged 8
		SP:Iteration 66Q (9443.070000 sec): 3 clusters
  Score: Raw -438999.774416 + Penalty 2812.264555 = -436187.509861
  nChanged 7
		SP:Iteration 67Q (9443.270000 sec): 3 clusters
  Score: Raw -439002.262541 + Penalty 2812.264555 = -436189.997986
  nChanged 12
		SP:Iteration 68Q (9443.470000 sec): 3 clusters
  Score: Raw -439005.323426 + Penalty 2812.264555 = -436193.058871
  nChanged 17
		SP:Iteration 69Q (9443.690000 sec): 3 clusters
  Score: Raw -439011.646382 + Penalty 2812.264555 = -436199.381827
  nChanged 21
		SP:Iteration 70Q (9443.870000 sec): 3 clusters
  Score: Raw -439017.628354 + Penalty 2812.264555 = -436205.363798
  nChanged 20
		SP:Iteration 71Q (9444.080000 sec): 3 clusters
  Score: Raw -439025.141094 + Penalty 2812.264555 = -436212.876539
  nChanged 28
		SP:Iteration 72Q (9444.270000 sec): 3 clusters
  Score: Raw -439035.554420 + Penalty 2812.264555 = -436223.289865
  nChanged 34
		SP:Iteration 73Q (9444.440000 sec): 3 clusters
  Score: Raw -439055.164382 + Penalty 2812.264555 = -436242.899827
  nChanged 42
		SP:Iteration 74Q (9444.660000 sec): 3 clusters
  Score: Raw -439077.185775 + Penalty 2812.264555 = -436264.921219
  nChanged 41
		SP:Iteration 75Q (9444.860000 sec): 3 clusters
  Score: Raw -439103.262580 + Penalty 2812.264555 = -436290.998025
  nChanged 36
		SP:Iteration 76Q (9445.010000 sec): 3 clusters
  Score: Raw -439132.294773 + Penalty 2812.264555 = -436320.030218
  nChanged 32
		SP:Iteration 77Q (9445.210000 sec): 3 clusters
  Score: Raw -439146.768768 + Penalty 2812.264555 = -436334.504212
  nChanged 24
		SP:Iteration 78Q (9445.380000 sec): 3 clusters
  Score: Raw -439154.796264 + Penalty 2812.264555 = -436342.531708
  nChanged 21
		SP:Iteration 79Q (9445.590000 sec): 3 clusters
  Score: Raw -439162.923764 + Penalty 2812.264555 = -436350.659209
  nChanged 16
		SP:Iteration 80F (9445.770000 sec): 3 clusters
  Score: Raw -439171.657889 + Penalty 2812.264555 = -436359.393334
  nChanged 26
		SP:Iteration 81Q (9445.970000 sec): 3 clusters
  Score: Raw -439180.772909 + Penalty 2812.264555 = -436368.508354
  nChanged 12
		SP:Iteration 82Q (9446.190000 sec): 3 clusters
  Score: Raw -439185.332359 + Penalty 2812.264555 = -436373.067804
  nChanged 8
		SP:Iteration 83Q (9446.350000 sec): 3 clusters
  Score: Raw -439188.895958 + Penalty 2812.264555 = -436376.631403
  nChanged 13
		SP:Iteration 84Q (9446.550000 sec): 3 clusters
  Score: Raw -439192.987812 + Penalty 2812.264555 = -436380.723257
  nChanged 11
		SP:Iteration 85Q (9446.770000 sec): 3 clusters
  Score: Raw -439196.238475 + Penalty 2812.264555 = -436383.973920
  nChanged 11
		SP:Iteration 86Q (9446.970000 sec): 3 clusters
  Score: Raw -439200.307280 + Penalty 2812.264555 = -436388.042724
  nChanged 11
		SP:Iteration 87Q (9447.170000 sec): 3 clusters
  Score: Raw -439204.013536 + Penalty 2812.264555 = -436391.748981
  nChanged 10
		SP:Iteration 88Q (9447.390000 sec): 3 clusters
  Score: Raw -439207.633963 + Penalty 2812.264555 = -436395.369408
  nChanged 10
		SP:Iteration 89Q (9447.580000 sec): 3 clusters
  Score: Raw -439211.763255 + Penalty 2812.264555 = -436399.498700
  nChanged 5
		SP:Iteration 90Q (9447.800000 sec): 3 clusters
  Score: Raw -439213.515187 + Penalty 2812.264555 = -436401.250632
  nChanged 8
		SP:Iteration 91Q (9447.950000 sec): 3 clusters
  Score: Raw -439216.178934 + Penalty 2812.264555 = -436403.914379
  nChanged 13
		SP:Iteration 92Q (9448.160000 sec): 3 clusters
  Score: Raw -439221.689333 + Penalty 2812.264555 = -436409.424778
  nChanged 12
		SP:Iteration 93Q (9448.370000 sec): 3 clusters
  Score: Raw -439228.290801 + Penalty 2812.264555 = -436416.026246
  nChanged 14
		SP:Iteration 94Q (9448.530000 sec): 3 clusters
  Score: Raw -439235.243256 + Penalty 2812.264555 = -436422.978701
  nChanged 15
		SP:Iteration 95Q (9448.740000 sec): 3 clusters
  Score: Raw -439241.264224 + Penalty 2812.264555 = -436428.999669
  nChanged 14
		SP:Iteration 96Q (9448.940000 sec): 3 clusters
  Score: Raw -439247.219623 + Penalty 2812.264555 = -436434.955068
  nChanged 14
		SP:Iteration 97Q (9449.130000 sec): 3 clusters
  Score: Raw -439253.031415 + Penalty 2812.264555 = -436440.766859
  nChanged 9
		SP:Iteration 98Q (9449.310000 sec): 3 clusters
  Score: Raw -439256.915939 + Penalty 2812.264555 = -436444.651383
  nChanged 13
		SP:Iteration 99Q (9449.530000 sec): 3 clusters
  Score: Raw -439262.168256 + Penalty 2812.264555 = -436449.903701
  nChanged 10
		SP:Iteration 100F (9449.740000 sec): 3 clusters
  Score: Raw -439267.483139 + Penalty 2812.264555 = -436455.218584
  nChanged 8
		SP:Iteration 101Q (9449.910000 sec): 3 clusters
  Score: Raw -439271.656105 + Penalty 2812.264555 = -436459.391550
  nChanged 11
		SP:Iteration 102Q (9450.080000 sec): 3 clusters
  Score: Raw -439277.409187 + Penalty 2812.264555 = -436465.144632
  nChanged 15
		SP:Iteration 103Q (9450.290000 sec): 3 clusters
  Score: Raw -439284.068590 + Penalty 2812.264555 = -436471.804034
  nChanged 14
		SP:Iteration 104Q (9450.480000 sec): 3 clusters
  Score: Raw -439289.792674 + Penalty 2812.264555 = -436477.528119
  nChanged 16
		SP:Iteration 105Q (9450.670000 sec): 3 clusters
  Score: Raw -439297.779936 + Penalty 2812.264555 = -436485.515381
  nChanged 11
		SP:Iteration 106Q (9450.890000 sec): 3 clusters
  Score: Raw -439302.961961 + Penalty 2812.264555 = -436490.697406
  nChanged 9
		SP:Iteration 107Q (9451.100000 sec): 3 clusters
  Score: Raw -439307.048034 + Penalty 2812.264555 = -436494.783479
  nChanged 12
		SP:Iteration 108Q (9451.280000 sec): 3 clusters
  Score: Raw -439311.681395 + Penalty 2812.264555 = -436499.416839
  nChanged 11
		SP:Iteration 109Q (9451.450000 sec): 3 clusters
  Score: Raw -439315.214552 + Penalty 2812.264555 = -436502.949996
  nChanged 11
		SP:Iteration 110Q (9451.650000 sec): 3 clusters
  Score: Raw -439318.698553 + Penalty 2812.264555 = -436506.433998
  nChanged 7
		SP:Iteration 111Q (9451.870000 sec): 3 clusters
  Score: Raw -439320.959987 + Penalty 2812.264555 = -436508.695431
  nChanged 3
		SP:Iteration 112Q (9452.050000 sec): 3 clusters
  Score: Raw -439322.262129 + Penalty 2812.264555 = -436509.997573
  nChanged 4
		SP:Iteration 113Q (9452.270000 sec): 3 clusters
  Score: Raw -439323.553915 + Penalty 2812.264555 = -436511.289360
  nChanged 2
		SP:Iteration 114Q (9452.460000 sec): 3 clusters
  Score: Raw -439324.079995 + Penalty 2812.264555 = -436511.815439
  nChanged 3
		SP:Iteration 115Q (9452.670000 sec): 3 clusters
  Score: Raw -439324.516427 + Penalty 2812.264555 = -436512.251871
  nChanged 1
		SP:Iteration 116Q (9452.890000 sec): 3 clusters
  Score: Raw -439324.823573 + Penalty 2812.264555 = -436512.559018
  nChanged 0
		SP:Iteration 117F (9453.080000 sec): 3 clusters
  Score: Raw -439324.823573 + Penalty 2812.264555 = -436512.559018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9453.190000 sec): 2 clusters
  Score: Raw -351435.978284 + Penalty 1371.550724 = -350064.427560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9453.370000 sec): 3 clusters
  Score: Raw -349107.345267 + Penalty 2743.101448 = -346364.243819
  nChanged 1857
		SP:Iteration 1F (9453.540000 sec): 3 clusters
  Score: Raw -350199.662163 + Penalty 2743.101448 = -347456.560715
  nChanged 449
		SP:Iteration 2F (9453.760000 sec): 3 clusters
  Score: Raw -350596.001577 + Penalty 2743.101448 = -347852.900129
  nChanged 368
		SP:Iteration 3F (9453.970000 sec): 3 clusters
  Score: Raw -350944.856502 + Penalty 2743.101448 = -348201.755055
  nChanged 294
		SP:Iteration 4F (9454.190000 sec): 3 clusters
  Score: Raw -351163.028147 + Penalty 2743.101448 = -348419.926699
  nChanged 216
		SP:Iteration 5Q (9454.350000 sec): 3 clusters
  Score: Raw -351330.171299 + Penalty 2743.101448 = -348587.069851
  nChanged 202
		SP:Iteration 6Q (9454.550000 sec): 3 clusters
  Score: Raw -351483.615783 + Penalty 2743.101448 = -348740.514335
  nChanged 180
		SP:Iteration 7Q (9454.760000 sec): 3 clusters
  Score: Raw -351619.293933 + Penalty 2743.101448 = -348876.192485
  nChanged 148
		SP:Iteration 8Q (9454.940000 sec): 3 clusters
  Score: Raw -351761.881153 + Penalty 2743.101448 = -349018.779705
  nChanged 169
		SP:Iteration 9Q (9455.160000 sec): 3 clusters
  Score: Raw -351900.113728 + Penalty 2743.101448 = -349157.012281
  nChanged 139
		SP:Iteration 10Q (9455.370000 sec): 3 clusters
  Score: Raw -351997.543791 + Penalty 2743.101448 = -349254.442343
  nChanged 111
		SP:Iteration 11Q (9455.570000 sec): 3 clusters
  Score: Raw -352069.766729 + Penalty 2743.101448 = -349326.665281
  nChanged 95
		SP:Iteration 12Q (9455.730000 sec): 3 clusters
  Score: Raw -352123.532071 + Penalty 2743.101448 = -349380.430624
  nChanged 77
		SP:Iteration 13Q (9455.950000 sec): 3 clusters
  Score: Raw -352168.554469 + Penalty 2743.101448 = -349425.453021
  nChanged 71
		SP:Iteration 14Q (9456.110000 sec): 3 clusters
  Score: Raw -352206.718049 + Penalty 2743.101448 = -349463.616601
  nChanged 58
		SP:Iteration 15Q (9456.330000 sec): 3 clusters
  Score: Raw -352238.892675 + Penalty 2743.101448 = -349495.791227
  nChanged 59
		SP:Iteration 16Q (9456.510000 sec): 3 clusters
  Score: Raw -352268.791997 + Penalty 2743.101448 = -349525.690549
  nChanged 44
		SP:Iteration 17Q (9456.700000 sec): 3 clusters
  Score: Raw -352291.057464 + Penalty 2743.101448 = -349547.956016
  nChanged 43
		SP:Iteration 18Q (9456.870000 sec): 3 clusters
  Score: Raw -352309.652168 + Penalty 2743.101448 = -349566.550721
  nChanged 40
		SP:Iteration 19Q (9457.060000 sec): 3 clusters
  Score: Raw -352323.858194 + Penalty 2743.101448 = -349580.756746
  nChanged 38
		SP:Iteration 20F (9457.230000 sec): 3 clusters
  Score: Raw -352341.426343 + Penalty 2743.101448 = -349598.324895
  nChanged 39
		SP:Iteration 21Q (9457.450000 sec): 3 clusters
  Score: Raw -352359.648350 + Penalty 2743.101448 = -349616.546902
  nChanged 40
		SP:Iteration 22Q (9457.560000 sec): 3 clusters
  Score: Raw -352375.193380 + Penalty 2743.101448 = -349632.091932
  nChanged 28
		SP:Iteration 23Q (9457.750000 sec): 3 clusters
  Score: Raw -352389.183582 + Penalty 2743.101448 = -349646.082134
  nChanged 28
		SP:Iteration 24Q (9457.980000 sec): 3 clusters
  Score: Raw -352404.068002 + Penalty 2743.101448 = -349660.966554
  nChanged 29
		SP:Iteration 25Q (9458.130000 sec): 3 clusters
  Score: Raw -352419.679024 + Penalty 2743.101448 = -349676.577576
  nChanged 39
		SP:Iteration 26Q (9458.300000 sec): 3 clusters
  Score: Raw -352442.126565 + Penalty 2743.101448 = -349699.025118
  nChanged 37
		SP:Iteration 27Q (9458.490000 sec): 3 clusters
  Score: Raw -352460.546904 + Penalty 2743.101448 = -349717.445456
  nChanged 28
		SP:Iteration 28Q (9458.660000 sec): 3 clusters
  Score: Raw -352474.430337 + Penalty 2743.101448 = -349731.328889
  nChanged 19
		SP:Iteration 29Q (9458.810000 sec): 3 clusters
  Score: Raw -352482.407845 + Penalty 2743.101448 = -349739.306397
  nChanged 15
		SP:Iteration 30Q (9459.050000 sec): 3 clusters
  Score: Raw -352489.608705 + Penalty 2743.101448 = -349746.507258
  nChanged 19
		SP:Iteration 31Q (9459.190000 sec): 3 clusters
  Score: Raw -352496.483543 + Penalty 2743.101448 = -349753.382096
  nChanged 21
		SP:Iteration 32Q (9459.390000 sec): 3 clusters
  Score: Raw -352504.808009 + Penalty 2743.101448 = -349761.706562
  nChanged 17
		SP:Iteration 33Q (9459.540000 sec): 3 clusters
  Score: Raw -352511.626818 + Penalty 2743.101448 = -349768.525371
  nChanged 12
		SP:Iteration 34Q (9459.710000 sec): 3 clusters
  Score: Raw -352515.567091 + Penalty 2743.101448 = -349772.465643
  nChanged 6
		SP:Iteration 35Q (9459.930000 sec): 3 clusters
  Score: Raw -352517.191599 + Penalty 2743.101448 = -349774.090151
  nChanged 3
		SP:Iteration 36Q (9460.170000 sec): 3 clusters
  Score: Raw -352517.753213 + Penalty 2743.101448 = -349774.651766
  nChanged 3
		SP:Iteration 37Q (9460.370000 sec): 3 clusters
  Score: Raw -352518.628811 + Penalty 2743.101448 = -349775.527363
  nChanged 3
		SP:Iteration 38Q (9460.540000 sec): 3 clusters
  Score: Raw -352519.236141 + Penalty 2743.101448 = -349776.134693
  nChanged 2
		SP:Iteration 39Q (9460.760000 sec): 3 clusters
  Score: Raw -352519.762377 + Penalty 2743.101448 = -349776.660929
  nChanged 1
		SP:Iteration 40F (9460.900000 sec): 3 clusters
  Score: Raw -352519.961091 + Penalty 2743.101448 = -349776.859643
  nChanged 4
		SP:Iteration 41Q (9461.100000 sec): 3 clusters
  Score: Raw -352520.476276 + Penalty 2743.101448 = -349777.374829
  nChanged 3
		SP:Iteration 42Q (9461.350000 sec): 3 clusters
  Score: Raw -352521.246478 + Penalty 2743.101448 = -349778.145030
  nChanged 2
		SP:Iteration 43Q (9461.530000 sec): 3 clusters
  Score: Raw -352521.632337 + Penalty 2743.101448 = -349778.530889
  nChanged 0
		SP:Iteration 44F (9461.680000 sec): 3 clusters
  Score: Raw -352521.632337 + Penalty 2743.101448 = -349778.530889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9461.790000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9461.960000 sec): 3 clusters
  Score: Raw -42186.832295 + Penalty 2062.901493 = -40123.930801
  nChanged 133
		SP:Iteration 1F (9462.160000 sec): 3 clusters
  Score: Raw -42388.984390 + Penalty 2062.901493 = -40326.082897
  nChanged 42
		SP:Iteration 2F (9462.310000 sec): 3 clusters
  Score: Raw -42522.736213 + Penalty 2062.901493 = -40459.834720
  nChanged 17
		SP:Iteration 3Q (9462.510000 sec): 3 clusters
  Score: Raw -42550.919376 + Penalty 2062.901493 = -40488.017883
  nChanged 6
		SP:Iteration 4Q (9462.730000 sec): 3 clusters
  Score: Raw -42559.009369 + Penalty 2062.901493 = -40496.107876
  nChanged 6
		SP:Iteration 5Q (9462.900000 sec): 3 clusters
  Score: Raw -42567.197198 + Penalty 2062.901493 = -40504.295704
  nChanged 5
		SP:Iteration 6Q (9463.090000 sec): 3 clusters
  Score: Raw -42573.865911 + Penalty 2062.901493 = -40510.964418
  nChanged 3
		SP:Iteration 7Q (9463.270000 sec): 3 clusters
  Score: Raw -42580.445739 + Penalty 2062.901493 = -40517.544246
  nChanged 6
		SP:Iteration 8Q (9463.460000 sec): 3 clusters
  Score: Raw -42590.662836 + Penalty 2062.901493 = -40527.761343
  nChanged 6
		SP:Iteration 9Q (9463.630000 sec): 3 clusters
  Score: Raw -42600.754200 + Penalty 2062.901493 = -40537.852707
  nChanged 5
		SP:Iteration 10Q (9463.810000 sec): 3 clusters
  Score: Raw -42608.265014 + Penalty 2062.901493 = -40545.363521
  nChanged 6
		SP:Iteration 11Q (9464.030000 sec): 3 clusters
  Score: Raw -42615.505581 + Penalty 2062.901493 = -40552.604088
  nChanged 0
		SP:Iteration 12F (9464.200000 sec): 3 clusters
  Score: Raw -42615.505581 + Penalty 2062.901493 = -40552.604088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9464.390000 sec): 2 clusters
  Score: Raw -1515727.331723 + Penalty 1596.155339 = -1514131.176384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9464.610000 sec): 3 clusters
  Score: Raw -1504736.880483 + Penalty 3192.310678 = -1501544.569805
  nChanged 8204
		SP:Iteration 1F (9464.860000 sec): 3 clusters
  Score: Raw -1509192.371893 + Penalty 3192.310678 = -1506000.061215
  nChanged 961
		SP:Iteration 2F (9465.140000 sec): 3 clusters
  Score: Raw -1509546.912598 + Penalty 3192.310678 = -1506354.601920
  nChanged 891
		SP:Iteration 3Q (9465.360000 sec): 3 clusters
  Score: Raw -1509888.611549 + Penalty 3192.310678 = -1506696.300872
  nChanged 839
		SP:Iteration 4Q (9465.620000 sec): 3 clusters
  Score: Raw -1510240.039659 + Penalty 3192.310678 = -1507047.728982
  nChanged 836
		SP:Iteration 5Q (9465.860000 sec): 3 clusters
  Score: Raw -1510568.287671 + Penalty 3192.310678 = -1507375.976993
  nChanged 806
		SP:Iteration 6Q (9466.160000 sec): 3 clusters
  Score: Raw -1510887.727778 + Penalty 3192.310678 = -1507695.417100
  nChanged 815
		SP:Iteration 7Q (9466.440000 sec): 3 clusters
  Score: Raw -1511235.020631 + Penalty 3192.310678 = -1508042.709953
  nChanged 813
		SP:Iteration 8Q (9466.680000 sec): 3 clusters
  Score: Raw -1511621.861456 + Penalty 3192.310678 = -1508429.550778
  nChanged 781
		SP:Iteration 9Q (9467.000000 sec): 3 clusters
  Score: Raw -1512054.676073 + Penalty 3192.310678 = -1508862.365395
  nChanged 832
		SP:Iteration 10Q (9467.290000 sec): 3 clusters
  Score: Raw -1512646.709774 + Penalty 3192.310678 = -1509454.399096
  nChanged 852
		SP:Iteration 11Q (9467.570000 sec): 3 clusters
  Score: Raw -1513357.364449 + Penalty 3192.310678 = -1510165.053771
  nChanged 746
		SP:Iteration 12Q (9467.830000 sec): 3 clusters
  Score: Raw -1514067.368048 + Penalty 3192.310678 = -1510875.057370
  nChanged 597
		SP:Iteration 13Q (9468.120000 sec): 3 clusters
  Score: Raw -1514614.622811 + Penalty 3192.310678 = -1511422.312133
  nChanged 442
		SP:Iteration 14Q (9468.380000 sec): 3 clusters
  Score: Raw -1515005.086815 + Penalty 3192.310678 = -1511812.776137
  nChanged 358
		SP:Iteration 15Q (9468.680000 sec): 3 clusters
  Score: Raw -1515272.504819 + Penalty 3192.310678 = -1512080.194141
  nChanged 257
		SP:Iteration 16Q (9468.920000 sec): 3 clusters
  Score: Raw -1515455.871338 + Penalty 3192.310678 = -1512263.560660
  nChanged 214
		SP:Iteration 17Q (9469.120000 sec): 3 clusters
  Score: Raw -1515602.765321 + Penalty 3192.310678 = -1512410.454643
  nChanged 185
		SP:Iteration 18Q (9469.410000 sec): 3 clusters
  Score: Raw -1515714.774957 + Penalty 3192.310678 = -1512522.464279
  nChanged 151
		SP:Iteration 19Q (9469.630000 sec): 3 clusters
  Score: Raw -1515793.127664 + Penalty 3192.310678 = -1512600.816986
  nChanged 128
		SP:Iteration 20F (9469.910000 sec): 3 clusters
  Score: Raw -1515855.798692 + Penalty 3192.310678 = -1512663.488014
  nChanged 117
		SP:Iteration 21Q (9470.150000 sec): 3 clusters
  Score: Raw -1515911.171200 + Penalty 3192.310678 = -1512718.860522
  nChanged 81
		SP:Iteration 22Q (9470.400000 sec): 3 clusters
  Score: Raw -1515948.215659 + Penalty 3192.310678 = -1512755.904982
  nChanged 78
		SP:Iteration 23Q (9470.640000 sec): 3 clusters
  Score: Raw -1515978.942352 + Penalty 3192.310678 = -1512786.631674
  nChanged 63
		SP:Iteration 24Q (9470.940000 sec): 3 clusters
  Score: Raw -1516001.948249 + Penalty 3192.310678 = -1512809.637572
  nChanged 54
		SP:Iteration 25Q (9471.210000 sec): 3 clusters
  Score: Raw -1516020.801048 + Penalty 3192.310678 = -1512828.490370
  nChanged 37
		SP:Iteration 26Q (9471.450000 sec): 3 clusters
  Score: Raw -1516031.059134 + Penalty 3192.310678 = -1512838.748456
  nChanged 23
		SP:Iteration 27Q (9471.680000 sec): 3 clusters
  Score: Raw -1516037.522702 + Penalty 3192.310678 = -1512845.212024
  nChanged 15
		SP:Iteration 28Q (9471.930000 sec): 3 clusters
  Score: Raw -1516042.416802 + Penalty 3192.310678 = -1512850.106124
  nChanged 21
		SP:Iteration 29Q (9472.140000 sec): 3 clusters
  Score: Raw -1516048.298987 + Penalty 3192.310678 = -1512855.988310
  nChanged 16
		SP:Iteration 30Q (9472.390000 sec): 3 clusters
  Score: Raw -1516052.467727 + Penalty 3192.310678 = -1512860.157050
  nChanged 10
		SP:Iteration 31Q (9472.640000 sec): 3 clusters
  Score: Raw -1516055.612446 + Penalty 3192.310678 = -1512863.301768
  nChanged 13
		SP:Iteration 32Q (9472.890000 sec): 3 clusters
  Score: Raw -1516060.443389 + Penalty 3192.310678 = -1512868.132711
  nChanged 15
		SP:Iteration 33Q (9473.140000 sec): 3 clusters
  Score: Raw -1516065.147443 + Penalty 3192.310678 = -1512872.836765
  nChanged 18
		SP:Iteration 34Q (9473.380000 sec): 3 clusters
  Score: Raw -1516071.463191 + Penalty 3192.310678 = -1512879.152513
  nChanged 18
		SP:Iteration 35Q (9473.630000 sec): 3 clusters
  Score: Raw -1516077.070904 + Penalty 3192.310678 = -1512884.760227
  nChanged 20
		SP:Iteration 36Q (9473.880000 sec): 3 clusters
  Score: Raw -1516082.468107 + Penalty 3192.310678 = -1512890.157429
  nChanged 12
		SP:Iteration 37Q (9474.140000 sec): 3 clusters
  Score: Raw -1516085.662975 + Penalty 3192.310678 = -1512893.352298
  nChanged 14
		SP:Iteration 38Q (9474.430000 sec): 3 clusters
  Score: Raw -1516089.605246 + Penalty 3192.310678 = -1512897.294568
  nChanged 16
		SP:Iteration 39Q (9474.700000 sec): 3 clusters
  Score: Raw -1516093.985997 + Penalty 3192.310678 = -1512901.675319
  nChanged 14
		SP:Iteration 40F (9474.950000 sec): 3 clusters
  Score: Raw -1516097.664008 + Penalty 3192.310678 = -1512905.353330
  nChanged 9
		SP:Iteration 41Q (9475.190000 sec): 3 clusters
  Score: Raw -1516100.085001 + Penalty 3192.310678 = -1512907.774323
  nChanged 9
		SP:Iteration 42Q (9475.440000 sec): 3 clusters
  Score: Raw -1516101.603564 + Penalty 3192.310678 = -1512909.292886
  nChanged 6
		SP:Iteration 43Q (9475.720000 sec): 3 clusters
  Score: Raw -1516103.545129 + Penalty 3192.310678 = -1512911.234451
  nChanged 7
		SP:Iteration 44Q (9476.000000 sec): 3 clusters
  Score: Raw -1516105.600538 + Penalty 3192.310678 = -1512913.289860
  nChanged 5
		SP:Iteration 45Q (9476.210000 sec): 3 clusters
  Score: Raw -1516106.584868 + Penalty 3192.310678 = -1512914.274190
  nChanged 8
		SP:Iteration 46Q (9476.410000 sec): 3 clusters
  Score: Raw -1516108.169666 + Penalty 3192.310678 = -1512915.858988
  nChanged 5
		SP:Iteration 47Q (9476.670000 sec): 3 clusters
  Score: Raw -1516109.119986 + Penalty 3192.310678 = -1512916.809308
  nChanged 3
		SP:Iteration 48Q (9476.950000 sec): 3 clusters
  Score: Raw -1516109.756675 + Penalty 3192.310678 = -1512917.445997
  nChanged 4
		SP:Iteration 49Q (9477.200000 sec): 3 clusters
  Score: Raw -1516110.619328 + Penalty 3192.310678 = -1512918.308650
  nChanged 6
		SP:Iteration 50Q (9477.470000 sec): 3 clusters
  Score: Raw -1516112.406153 + Penalty 3192.310678 = -1512920.095475
  nChanged 6
		SP:Iteration 51Q (9477.740000 sec): 3 clusters
  Score: Raw -1516113.943211 + Penalty 3192.310678 = -1512921.632533
  nChanged 2
		SP:Iteration 52Q (9478.010000 sec): 3 clusters
  Score: Raw -1516114.410645 + Penalty 3192.310678 = -1512922.099967
  nChanged 2
		SP:Iteration 53Q (9478.260000 sec): 3 clusters
  Score: Raw -1516114.744262 + Penalty 3192.310678 = -1512922.433584
  nChanged 2
		SP:Iteration 54Q (9478.470000 sec): 3 clusters
  Score: Raw -1516115.162775 + Penalty 3192.310678 = -1512922.852097
  nChanged 2
		SP:Iteration 55Q (9478.710000 sec): 3 clusters
  Score: Raw -1516115.640010 + Penalty 3192.310678 = -1512923.329333
  nChanged 2
		SP:Iteration 56Q (9478.940000 sec): 3 clusters
  Score: Raw -1516115.918330 + Penalty 3192.310678 = -1512923.607652
  nChanged 1
		SP:Iteration 57Q (9479.210000 sec): 3 clusters
  Score: Raw -1516116.060431 + Penalty 3192.310678 = -1512923.749753
  nChanged 2
		SP:Iteration 58Q (9479.450000 sec): 3 clusters
  Score: Raw -1516116.450584 + Penalty 3192.310678 = -1512924.139906
  nChanged 0
		SP:Iteration 59F (9479.730000 sec): 3 clusters
  Score: Raw -1516116.450584 + Penalty 3192.310678 = -1512924.139906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9479.810000 sec): 2 clusters
  Score: Raw -62940.975143 + Penalty 1093.984240 = -61846.990903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9479.980000 sec): 3 clusters
  Score: Raw -62714.695728 + Penalty 2187.968480 = -60526.727249
  nChanged 244
		SP:Iteration 1F (9480.170000 sec): 3 clusters
  Score: Raw -62984.358342 + Penalty 2187.968480 = -60796.389863
  nChanged 64
		SP:Iteration 2F (9480.400000 sec): 3 clusters
  Score: Raw -63073.382340 + Penalty 2187.968480 = -60885.413861
  nChanged 40
		SP:Iteration 3Q (9480.560000 sec): 3 clusters
  Score: Raw -63133.419763 + Penalty 2187.968480 = -60945.451283
  nChanged 21
		SP:Iteration 4Q (9480.770000 sec): 3 clusters
  Score: Raw -63166.824883 + Penalty 2187.968480 = -60978.856404
  nChanged 19
		SP:Iteration 5Q (9480.970000 sec): 3 clusters
  Score: Raw -63186.048561 + Penalty 2187.968480 = -60998.080082
  nChanged 13
		SP:Iteration 6Q (9481.190000 sec): 3 clusters
  Score: Raw -63201.173467 + Penalty 2187.968480 = -61013.204987
  nChanged 6
		SP:Iteration 7Q (9481.350000 sec): 3 clusters
  Score: Raw -63205.399881 + Penalty 2187.968480 = -61017.431402
  nChanged 7
		SP:Iteration 8Q (9481.590000 sec): 3 clusters
  Score: Raw -63210.357588 + Penalty 2187.968480 = -61022.389109
  nChanged 3
		SP:Iteration 9Q (9481.740000 sec): 3 clusters
  Score: Raw -63212.628720 + Penalty 2187.968480 = -61024.660241
  nChanged 0
		SP:Iteration 10F (9481.970000 sec): 3 clusters
  Score: Raw -63212.628720 + Penalty 2187.968480 = -61024.660241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (9636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9482.090000 sec): 2 clusters
  Score: Raw -803908.937747 + Penalty 1490.654972 = -802418.282775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9482.370000 sec): 3 clusters
  Score: Raw -798503.052875 + Penalty 2981.309943 = -795521.742932
  nChanged 4166
		SP:Iteration 1F (9482.610000 sec): 3 clusters
  Score: Raw -800801.445511 + Penalty 2981.309943 = -797820.135568
  nChanged 638
		SP:Iteration 2F (9482.850000 sec): 3 clusters
  Score: Raw -801092.880089 + Penalty 2981.309943 = -798111.570146
  nChanged 504
		SP:Iteration 3F (9483.110000 sec): 3 clusters
  Score: Raw -801314.711547 + Penalty 2981.309943 = -798333.401604
  nChanged 444
		SP:Iteration 4Q (9483.350000 sec): 3 clusters
  Score: Raw -801500.717380 + Penalty 2981.309943 = -798519.407437
  nChanged 406
		SP:Iteration 5Q (9483.570000 sec): 3 clusters
  Score: Raw -801668.149740 + Penalty 2981.309943 = -798686.839797
  nChanged 414
		SP:Iteration 6Q (9483.810000 sec): 3 clusters
  Score: Raw -801873.893695 + Penalty 2981.309943 = -798892.583752
  nChanged 450
		SP:Iteration 7Q (9484.060000 sec): 3 clusters
  Score: Raw -802117.118749 + Penalty 2981.309943 = -799135.808806
  nChanged 447
		SP:Iteration 8Q (9484.290000 sec): 3 clusters
  Score: Raw -802394.781170 + Penalty 2981.309943 = -799413.471227
  nChanged 476
		SP:Iteration 9Q (9484.560000 sec): 3 clusters
  Score: Raw -802715.638185 + Penalty 2981.309943 = -799734.328242
  nChanged 439
		SP:Iteration 10Q (9484.760000 sec): 3 clusters
  Score: Raw -803036.880793 + Penalty 2981.309943 = -800055.570849
  nChanged 407
		SP:Iteration 11Q (9484.960000 sec): 3 clusters
  Score: Raw -803349.553942 + Penalty 2981.309943 = -800368.243999
  nChanged 349
		SP:Iteration 12Q (9485.210000 sec): 3 clusters
  Score: Raw -803663.780005 + Penalty 2981.309943 = -800682.470062
  nChanged 254
		SP:Iteration 13Q (9485.410000 sec): 3 clusters
  Score: Raw -803939.502966 + Penalty 2981.309943 = -800958.193023
  nChanged 206
		SP:Iteration 14Q (9485.630000 sec): 3 clusters
  Score: Raw -804100.459543 + Penalty 2981.309943 = -801119.149600
  nChanged 139
		SP:Iteration 15Q (9485.840000 sec): 3 clusters
  Score: Raw -804201.321474 + Penalty 2981.309943 = -801220.011531
  nChanged 133
		SP:Iteration 16Q (9486.070000 sec): 3 clusters
  Score: Raw -804274.857658 + Penalty 2981.309943 = -801293.547715
  nChanged 84
		SP:Iteration 17Q (9486.250000 sec): 3 clusters
  Score: Raw -804313.608776 + Penalty 2981.309943 = -801332.298832
  nChanged 57
		SP:Iteration 18Q (9486.530000 sec): 3 clusters
  Score: Raw -804336.435588 + Penalty 2981.309943 = -801355.125644
  nChanged 38
		SP:Iteration 19Q (9486.740000 sec): 3 clusters
  Score: Raw -804350.797306 + Penalty 2981.309943 = -801369.487363
  nChanged 27
		SP:Iteration 20F (9486.940000 sec): 3 clusters
  Score: Raw -804358.187493 + Penalty 2981.309943 = -801376.877549
  nChanged 25
		SP:Iteration 21Q (9487.180000 sec): 3 clusters
  Score: Raw -804364.570615 + Penalty 2981.309943 = -801383.260672
  nChanged 14
		SP:Iteration 22Q (9487.400000 sec): 3 clusters
  Score: Raw -804368.165809 + Penalty 2981.309943 = -801386.855866
  nChanged 6
		SP:Iteration 23Q (9487.650000 sec): 3 clusters
  Score: Raw -804369.396269 + Penalty 2981.309943 = -801388.086326
  nChanged 5
		SP:Iteration 24Q (9487.870000 sec): 3 clusters
  Score: Raw -804370.588044 + Penalty 2981.309943 = -801389.278100
  nChanged 2
		SP:Iteration 25Q (9488.100000 sec): 3 clusters
  Score: Raw -804370.877422 + Penalty 2981.309943 = -801389.567479
  nChanged 1
		SP:Iteration 26Q (9488.300000 sec): 3 clusters
  Score: Raw -804371.015598 + Penalty 2981.309943 = -801389.705655
  nChanged 0
		SP:Iteration 27F (9488.490000 sec): 3 clusters
  Score: Raw -804371.015598 + Penalty 2981.309943 = -801389.705655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9488.630000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9488.790000 sec): 3 clusters
  Score: Raw -63703.144905 + Penalty 2160.919979 = -61542.224927
  nChanged 226
		SP:Iteration 1F (9488.940000 sec): 3 clusters
  Score: Raw -63915.882758 + Penalty 2160.919979 = -61754.962779
  nChanged 52
		SP:Iteration 2F (9489.140000 sec): 3 clusters
  Score: Raw -63978.576658 + Penalty 2160.919979 = -61817.656680
  nChanged 30
		SP:Iteration 3Q (9489.330000 sec): 3 clusters
  Score: Raw -64019.211720 + Penalty 2160.919979 = -61858.291741
  nChanged 21
		SP:Iteration 4Q (9489.540000 sec): 3 clusters
  Score: Raw -64042.412272 + Penalty 2160.919979 = -61881.492294
  nChanged 17
		SP:Iteration 5Q (9489.690000 sec): 3 clusters
  Score: Raw -64064.498850 + Penalty 2160.919979 = -61903.578872
  nChanged 15
		SP:Iteration 6Q (9489.840000 sec): 3 clusters
  Score: Raw -64078.481870 + Penalty 2160.919979 = -61917.561892
  nChanged 3
		SP:Iteration 7Q (9490.020000 sec): 3 clusters
  Score: Raw -64080.619355 + Penalty 2160.919979 = -61919.699376
  nChanged 5
		SP:Iteration 8Q (9490.190000 sec): 3 clusters
  Score: Raw -64085.625979 + Penalty 2160.919979 = -61924.706000
  nChanged 4
		SP:Iteration 9Q (9490.390000 sec): 3 clusters
  Score: Raw -64089.928059 + Penalty 2160.919979 = -61929.008081
  nChanged 3
		SP:Iteration 10Q (9490.560000 sec): 3 clusters
  Score: Raw -64093.431938 + Penalty 2160.919979 = -61932.511959
  nChanged 2
		SP:Iteration 11Q (9490.780000 sec): 3 clusters
  Score: Raw -64096.373986 + Penalty 2160.919979 = -61935.454007
  nChanged 2
		SP:Iteration 12Q (9491.000000 sec): 3 clusters
  Score: Raw -64097.759711 + Penalty 2160.919979 = -61936.839733
  nChanged 2
		SP:Iteration 13Q (9491.200000 sec): 3 clusters
  Score: Raw -64100.638746 + Penalty 2160.919979 = -61939.718768
  nChanged 1
		SP:Iteration 14Q (9491.360000 sec): 3 clusters
  Score: Raw -64102.809268 + Penalty 2160.919979 = -61941.889289
  nChanged 6
		SP:Iteration 15Q (9491.560000 sec): 3 clusters
  Score: Raw -64108.567113 + Penalty 2160.919979 = -61947.647135
  nChanged 5
		SP:Iteration 16Q (9491.710000 sec): 3 clusters
  Score: Raw -64113.819746 + Penalty 2160.919979 = -61952.899767
  nChanged 5
		SP:Iteration 17Q (9491.900000 sec): 3 clusters
  Score: Raw -64120.795929 + Penalty 2160.919979 = -61959.875950
  nChanged 4
		SP:Iteration 18Q (9492.060000 sec): 3 clusters
  Score: Raw -64123.237576 + Penalty 2160.919979 = -61962.317598
  nChanged 2
		SP:Iteration 19Q (9492.250000 sec): 3 clusters
  Score: Raw -64124.257258 + Penalty 2160.919979 = -61963.337279
  nChanged 0
		SP:Iteration 20F (9492.390000 sec): 3 clusters
  Score: Raw -64124.257258 + Penalty 2160.919979 = -61963.337279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9492.550000 sec): 2 clusters
  Score: Raw -326141.378706 + Penalty 1354.234539 = -324787.144168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9492.710000 sec): 3 clusters
  Score: Raw -324041.141377 + Penalty 2708.469077 = -321332.672300
  nChanged 1652
		SP:Iteration 1F (9492.900000 sec): 3 clusters
  Score: Raw -324947.976429 + Penalty 2708.469077 = -322239.507352
  nChanged 300
		SP:Iteration 2F (9493.090000 sec): 3 clusters
  Score: Raw -325114.421686 + Penalty 2708.469077 = -322405.952609
  nChanged 232
		SP:Iteration 3F (9493.290000 sec): 3 clusters
  Score: Raw -325258.438828 + Penalty 2708.469077 = -322549.969751
  nChanged 209
		SP:Iteration 4F (9493.480000 sec): 3 clusters
  Score: Raw -325385.299989 + Penalty 2708.469077 = -322676.830911
  nChanged 169
		SP:Iteration 5Q (9493.720000 sec): 3 clusters
  Score: Raw -325484.550486 + Penalty 2708.469077 = -322776.081409
  nChanged 139
		SP:Iteration 6Q (9493.940000 sec): 3 clusters
  Score: Raw -325555.960739 + Penalty 2708.469077 = -322847.491661
  nChanged 124
		SP:Iteration 7Q (9494.140000 sec): 3 clusters
  Score: Raw -325616.718716 + Penalty 2708.469077 = -322908.249639
  nChanged 116
		SP:Iteration 8Q (9494.360000 sec): 3 clusters
  Score: Raw -325669.372192 + Penalty 2708.469077 = -322960.903115
  nChanged 87
		SP:Iteration 9Q (9494.530000 sec): 3 clusters
  Score: Raw -325708.012528 + Penalty 2708.469077 = -322999.543451
  nChanged 76
		SP:Iteration 10Q (9494.720000 sec): 3 clusters
  Score: Raw -325739.261190 + Penalty 2708.469077 = -323030.792113
  nChanged 67
		SP:Iteration 11Q (9494.890000 sec): 3 clusters
  Score: Raw -325765.264210 + Penalty 2708.469077 = -323056.795133
  nChanged 60
		SP:Iteration 12Q (9495.070000 sec): 3 clusters
  Score: Raw -325796.001948 + Penalty 2708.469077 = -323087.532871
  nChanged 79
		SP:Iteration 13Q (9495.280000 sec): 3 clusters
  Score: Raw -325832.717660 + Penalty 2708.469077 = -323124.248583
  nChanged 71
		SP:Iteration 14Q (9495.480000 sec): 3 clusters
  Score: Raw -325865.939279 + Penalty 2708.469077 = -323157.470201
  nChanged 67
		SP:Iteration 15Q (9495.710000 sec): 3 clusters
  Score: Raw -325898.250032 + Penalty 2708.469077 = -323189.780955
  nChanged 62
		SP:Iteration 16Q (9495.880000 sec): 3 clusters
  Score: Raw -325919.966056 + Penalty 2708.469077 = -323211.496978
  nChanged 41
		SP:Iteration 17Q (9496.040000 sec): 3 clusters
  Score: Raw -325934.326751 + Penalty 2708.469077 = -323225.857673
  nChanged 50
		SP:Iteration 18Q (9496.230000 sec): 3 clusters
  Score: Raw -325953.826263 + Penalty 2708.469077 = -323245.357186
  nChanged 50
		SP:Iteration 19Q (9496.420000 sec): 3 clusters
  Score: Raw -325974.312381 + Penalty 2708.469077 = -323265.843304
  nChanged 47
		SP:Iteration 20F (9496.650000 sec): 3 clusters
  Score: Raw -325994.051970 + Penalty 2708.469077 = -323285.582893
  nChanged 46
		SP:Iteration 21Q (9496.890000 sec): 3 clusters
  Score: Raw -326010.729141 + Penalty 2708.469077 = -323302.260064
  nChanged 36
		SP:Iteration 22Q (9497.070000 sec): 3 clusters
  Score: Raw -326024.850564 + Penalty 2708.469077 = -323316.381487
  nChanged 40
		SP:Iteration 23Q (9497.240000 sec): 3 clusters
  Score: Raw -326038.111744 + Penalty 2708.469077 = -323329.642667
  nChanged 26
		SP:Iteration 24Q (9497.440000 sec): 3 clusters
  Score: Raw -326047.958670 + Penalty 2708.469077 = -323339.489592
  nChanged 39
		SP:Iteration 25Q (9497.620000 sec): 3 clusters
  Score: Raw -326063.437098 + Penalty 2708.469077 = -323354.968020
  nChanged 28
		SP:Iteration 26Q (9497.840000 sec): 3 clusters
  Score: Raw -326073.241887 + Penalty 2708.469077 = -323364.772809
  nChanged 26
		SP:Iteration 27Q (9498.050000 sec): 3 clusters
  Score: Raw -326083.427571 + Penalty 2708.469077 = -323374.958494
  nChanged 35
		SP:Iteration 28Q (9498.280000 sec): 3 clusters
  Score: Raw -326098.547843 + Penalty 2708.469077 = -323390.078766
  nChanged 39
		SP:Iteration 29Q (9498.460000 sec): 3 clusters
  Score: Raw -326119.371202 + Penalty 2708.469077 = -323410.902125
  nChanged 41
		SP:Iteration 30Q (9498.640000 sec): 3 clusters
  Score: Raw -326137.823131 + Penalty 2708.469077 = -323429.354054
  nChanged 36
		SP:Iteration 31Q (9498.870000 sec): 3 clusters
  Score: Raw -326151.915005 + Penalty 2708.469077 = -323443.445928
  nChanged 37
		SP:Iteration 32Q (9499.110000 sec): 3 clusters
  Score: Raw -326168.482914 + Penalty 2708.469077 = -323460.013837
  nChanged 32
		SP:Iteration 33Q (9499.240000 sec): 3 clusters
  Score: Raw -326180.234638 + Penalty 2708.469077 = -323471.765561
  nChanged 31
		SP:Iteration 34Q (9499.430000 sec): 3 clusters
  Score: Raw -326192.319240 + Penalty 2708.469077 = -323483.850163
  nChanged 26
		SP:Iteration 35Q (9499.620000 sec): 3 clusters
  Score: Raw -326201.880311 + Penalty 2708.469077 = -323493.411233
  nChanged 21
		SP:Iteration 36Q (9499.780000 sec): 3 clusters
  Score: Raw -326207.767809 + Penalty 2708.469077 = -323499.298732
  nChanged 16
		SP:Iteration 37Q (9499.970000 sec): 3 clusters
  Score: Raw -326211.432727 + Penalty 2708.469077 = -323502.963650
  nChanged 11
		SP:Iteration 38Q (9500.160000 sec): 3 clusters
  Score: Raw -326213.876841 + Penalty 2708.469077 = -323505.407764
  nChanged 13
		SP:Iteration 39Q (9500.360000 sec): 3 clusters
  Score: Raw -326217.021378 + Penalty 2708.469077 = -323508.552300
  nChanged 10
		SP:Iteration 40F (9500.560000 sec): 3 clusters
  Score: Raw -326219.477727 + Penalty 2708.469077 = -323511.008649
  nChanged 8
		SP:Iteration 41Q (9500.750000 sec): 3 clusters
  Score: Raw -326221.644653 + Penalty 2708.469077 = -323513.175576
  nChanged 6
		SP:Iteration 42Q (9500.950000 sec): 3 clusters
  Score: Raw -326223.308321 + Penalty 2708.469077 = -323514.839243
  nChanged 7
		SP:Iteration 43Q (9501.160000 sec): 3 clusters
  Score: Raw -326224.852697 + Penalty 2708.469077 = -323516.383620
  nChanged 7
		SP:Iteration 44Q (9501.360000 sec): 3 clusters
  Score: Raw -326226.629612 + Penalty 2708.469077 = -323518.160535
  nChanged 7
		SP:Iteration 45Q (9501.580000 sec): 3 clusters
  Score: Raw -326228.096845 + Penalty 2708.469077 = -323519.627768
  nChanged 2
		SP:Iteration 46Q (9501.830000 sec): 3 clusters
  Score: Raw -326228.669248 + Penalty 2708.469077 = -323520.200171
  nChanged 3
		SP:Iteration 47Q (9502.030000 sec): 3 clusters
  Score: Raw -326229.684016 + Penalty 2708.469077 = -323521.214939
  nChanged 3
		SP:Iteration 48Q (9502.190000 sec): 3 clusters
  Score: Raw -326230.890555 + Penalty 2708.469077 = -323522.421478
  nChanged 7
		SP:Iteration 49Q (9502.410000 sec): 3 clusters
  Score: Raw -326233.461597 + Penalty 2708.469077 = -323524.992520
  nChanged 6
		SP:Iteration 50Q (9502.580000 sec): 3 clusters
  Score: Raw -326235.222234 + Penalty 2708.469077 = -323526.753157
  nChanged 8
		SP:Iteration 51Q (9502.780000 sec): 3 clusters
  Score: Raw -326238.311181 + Penalty 2708.469077 = -323529.842103
  nChanged 10
		SP:Iteration 52Q (9503.000000 sec): 3 clusters
  Score: Raw -326241.554901 + Penalty 2708.469077 = -323533.085824
  nChanged 9
		SP:Iteration 53Q (9503.210000 sec): 3 clusters
  Score: Raw -326243.883586 + Penalty 2708.469077 = -323535.414508
  nChanged 4
		SP:Iteration 54Q (9503.420000 sec): 3 clusters
  Score: Raw -326245.080952 + Penalty 2708.469077 = -323536.611875
  nChanged 5
		SP:Iteration 55Q (9503.580000 sec): 3 clusters
  Score: Raw -326246.287681 + Penalty 2708.469077 = -323537.818604
  nChanged 6
		SP:Iteration 56Q (9503.800000 sec): 3 clusters
  Score: Raw -326248.179169 + Penalty 2708.469077 = -323539.710091
  nChanged 7
		SP:Iteration 57Q (9504.010000 sec): 3 clusters
  Score: Raw -326250.095425 + Penalty 2708.469077 = -323541.626348
  nChanged 9
		SP:Iteration 58Q (9504.190000 sec): 3 clusters
  Score: Raw -326252.075139 + Penalty 2708.469077 = -323543.606061
  nChanged 7
		SP:Iteration 59Q (9504.370000 sec): 3 clusters
  Score: Raw -326253.943300 + Penalty 2708.469077 = -323545.474223
  nChanged 8
		SP:Iteration 60F (9504.550000 sec): 3 clusters
  Score: Raw -326255.970563 + Penalty 2708.469077 = -323547.501486
  nChanged 6
		SP:Iteration 61Q (9504.760000 sec): 3 clusters
  Score: Raw -326256.919293 + Penalty 2708.469077 = -323548.450216
  nChanged 3
		SP:Iteration 62Q (9504.940000 sec): 3 clusters
  Score: Raw -326257.717715 + Penalty 2708.469077 = -323549.248638
  nChanged 4
		SP:Iteration 63Q (9505.140000 sec): 3 clusters
  Score: Raw -326258.631659 + Penalty 2708.469077 = -323550.162581
  nChanged 3
		SP:Iteration 64Q (9505.320000 sec): 3 clusters
  Score: Raw -326259.189055 + Penalty 2708.469077 = -323550.719978
  nChanged 1
		SP:Iteration 65Q (9505.520000 sec): 3 clusters
  Score: Raw -326259.371243 + Penalty 2708.469077 = -323550.902166
  nChanged 0
		SP:Iteration 66F (9505.710000 sec): 3 clusters
  Score: Raw -326259.371243 + Penalty 2708.469077 = -323550.902166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9505.790000 sec): 2 clusters
  Score: Raw -117480.544413 + Penalty 1206.135726 = -116274.408686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9505.980000 sec): 3 clusters
  Score: Raw -116844.761241 + Penalty 2412.271453 = -114432.489788
  nChanged 572
		SP:Iteration 1F (9506.210000 sec): 3 clusters
  Score: Raw -117266.930347 + Penalty 2412.271453 = -114854.658894
  nChanged 141
		SP:Iteration 2F (9506.330000 sec): 3 clusters
  Score: Raw -117394.270948 + Penalty 2412.271453 = -114981.999495
  nChanged 97
		SP:Iteration 3F (9506.530000 sec): 3 clusters
  Score: Raw -117491.095953 + Penalty 2412.271453 = -115078.824500
  nChanged 78
		SP:Iteration 4Q (9506.690000 sec): 3 clusters
  Score: Raw -117574.260884 + Penalty 2412.271453 = -115161.989431
  nChanged 70
		SP:Iteration 5Q (9506.880000 sec): 3 clusters
  Score: Raw -117655.413536 + Penalty 2412.271453 = -115243.142083
  nChanged 64
		SP:Iteration 6Q (9507.060000 sec): 3 clusters
  Score: Raw -117719.084046 + Penalty 2412.271453 = -115306.812593
  nChanged 48
		SP:Iteration 7Q (9507.230000 sec): 3 clusters
  Score: Raw -117769.441707 + Penalty 2412.271453 = -115357.170254
  nChanged 43
		SP:Iteration 8Q (9507.430000 sec): 3 clusters
  Score: Raw -117802.452416 + Penalty 2412.271453 = -115390.180963
  nChanged 25
		SP:Iteration 9Q (9507.650000 sec): 3 clusters
  Score: Raw -117821.533984 + Penalty 2412.271453 = -115409.262531
  nChanged 24
		SP:Iteration 10Q (9507.820000 sec): 3 clusters
  Score: Raw -117849.415739 + Penalty 2412.271453 = -115437.144286
  nChanged 18
		SP:Iteration 11Q (9507.960000 sec): 3 clusters
  Score: Raw -117865.507321 + Penalty 2412.271453 = -115453.235869
  nChanged 12
		SP:Iteration 12Q (9508.150000 sec): 3 clusters
  Score: Raw -117873.104585 + Penalty 2412.271453 = -115460.833132
  nChanged 11
		SP:Iteration 13Q (9508.320000 sec): 3 clusters
  Score: Raw -117881.202039 + Penalty 2412.271453 = -115468.930586
  nChanged 6
		SP:Iteration 14Q (9508.460000 sec): 3 clusters
  Score: Raw -117886.474140 + Penalty 2412.271453 = -115474.202687
  nChanged 7
		SP:Iteration 15Q (9508.660000 sec): 3 clusters
  Score: Raw -117889.840906 + Penalty 2412.271453 = -115477.569453
  nChanged 5
		SP:Iteration 16Q (9508.890000 sec): 3 clusters
  Score: Raw -117891.459510 + Penalty 2412.271453 = -115479.188057
  nChanged 4
		SP:Iteration 17Q (9509.060000 sec): 3 clusters
  Score: Raw -117893.463843 + Penalty 2412.271453 = -115481.192391
  nChanged 5
		SP:Iteration 18Q (9509.260000 sec): 3 clusters
  Score: Raw -117894.832863 + Penalty 2412.271453 = -115482.561410
  nChanged 0
		SP:Iteration 19F (9509.450000 sec): 3 clusters
  Score: Raw -117894.832863 + Penalty 2412.271453 = -115482.561410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9509.500000 sec): 2 clusters
  Score: Raw -223862.264304 + Penalty 1284.334397 = -222577.929907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9509.720000 sec): 3 clusters
  Score: Raw -222566.160527 + Penalty 2568.668794 = -219997.491733
  nChanged 1044
		SP:Iteration 1F (9509.920000 sec): 3 clusters
  Score: Raw -223143.584496 + Penalty 2568.668794 = -220574.915702
  nChanged 228
		SP:Iteration 2F (9510.060000 sec): 3 clusters
  Score: Raw -223316.381334 + Penalty 2568.668794 = -220747.712540
  nChanged 164
		SP:Iteration 3F (9510.240000 sec): 3 clusters
  Score: Raw -223424.269086 + Penalty 2568.668794 = -220855.600292
  nChanged 118
		SP:Iteration 4Q (9510.450000 sec): 3 clusters
  Score: Raw -223500.111621 + Penalty 2568.668794 = -220931.442827
  nChanged 99
		SP:Iteration 5Q (9510.650000 sec): 3 clusters
  Score: Raw -223565.630009 + Penalty 2568.668794 = -220996.961215
  nChanged 89
		SP:Iteration 6Q (9510.850000 sec): 3 clusters
  Score: Raw -223638.504423 + Penalty 2568.668794 = -221069.835628
  nChanged 93
		SP:Iteration 7Q (9511.020000 sec): 3 clusters
  Score: Raw -223709.147429 + Penalty 2568.668794 = -221140.478635
  nChanged 91
		SP:Iteration 8Q (9511.250000 sec): 3 clusters
  Score: Raw -223783.473718 + Penalty 2568.668794 = -221214.804924
  nChanged 98
		SP:Iteration 9Q (9511.400000 sec): 3 clusters
  Score: Raw -223851.495988 + Penalty 2568.668794 = -221282.827194
  nChanged 93
		SP:Iteration 10Q (9511.600000 sec): 3 clusters
  Score: Raw -223920.568720 + Penalty 2568.668794 = -221351.899926
  nChanged 84
		SP:Iteration 11Q (9511.850000 sec): 3 clusters
  Score: Raw -223982.465148 + Penalty 2568.668794 = -221413.796354
  nChanged 73
		SP:Iteration 12Q (9512.010000 sec): 3 clusters
  Score: Raw -224029.678972 + Penalty 2568.668794 = -221461.010178
  nChanged 62
		SP:Iteration 13Q (9512.170000 sec): 3 clusters
  Score: Raw -224069.653926 + Penalty 2568.668794 = -221500.985132
  nChanged 65
		SP:Iteration 14Q (9512.370000 sec): 3 clusters
  Score: Raw -224115.430863 + Penalty 2568.668794 = -221546.762069
  nChanged 59
		SP:Iteration 15Q (9512.600000 sec): 3 clusters
  Score: Raw -224160.940729 + Penalty 2568.668794 = -221592.271934
  nChanged 65
		SP:Iteration 16Q (9512.770000 sec): 3 clusters
  Score: Raw -224202.491874 + Penalty 2568.668794 = -221633.823079
  nChanged 39
		SP:Iteration 17Q (9512.950000 sec): 3 clusters
  Score: Raw -224225.973883 + Penalty 2568.668794 = -221657.305088
  nChanged 30
		SP:Iteration 18Q (9513.110000 sec): 3 clusters
  Score: Raw -224240.654907 + Penalty 2568.668794 = -221671.986113
  nChanged 17
		SP:Iteration 19Q (9513.280000 sec): 3 clusters
  Score: Raw -224249.866669 + Penalty 2568.668794 = -221681.197875
  nChanged 15
		SP:Iteration 20F (9513.480000 sec): 3 clusters
  Score: Raw -224256.172284 + Penalty 2568.668794 = -221687.503490
  nChanged 11
		SP:Iteration 21Q (9513.640000 sec): 3 clusters
  Score: Raw -224260.614404 + Penalty 2568.668794 = -221691.945610
  nChanged 5
		SP:Iteration 22Q (9513.840000 sec): 3 clusters
  Score: Raw -224262.368870 + Penalty 2568.668794 = -221693.700076
  nChanged 6
		SP:Iteration 23Q (9514.010000 sec): 3 clusters
  Score: Raw -224265.048730 + Penalty 2568.668794 = -221696.379936
  nChanged 7
		SP:Iteration 24Q (9514.170000 sec): 3 clusters
  Score: Raw -224267.691572 + Penalty 2568.668794 = -221699.022778
  nChanged 9
		SP:Iteration 25Q (9514.370000 sec): 3 clusters
  Score: Raw -224271.244863 + Penalty 2568.668794 = -221702.576069
  nChanged 8
		SP:Iteration 26Q (9514.520000 sec): 3 clusters
  Score: Raw -224273.608213 + Penalty 2568.668794 = -221704.939419
  nChanged 5
		SP:Iteration 27Q (9514.750000 sec): 3 clusters
  Score: Raw -224275.302911 + Penalty 2568.668794 = -221706.634117
  nChanged 5
		SP:Iteration 28Q (9514.930000 sec): 3 clusters
  Score: Raw -224276.509199 + Penalty 2568.668794 = -221707.840405
  nChanged 1
		SP:Iteration 29Q (9515.130000 sec): 3 clusters
  Score: Raw -224277.111350 + Penalty 2568.668794 = -221708.442556
  nChanged 2
		SP:Iteration 30Q (9515.300000 sec): 3 clusters
  Score: Raw -224277.976881 + Penalty 2568.668794 = -221709.308087
  nChanged 0
		SP:Iteration 31F (9515.510000 sec): 3 clusters
  Score: Raw -224277.976881 + Penalty 2568.668794 = -221709.308087
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9515.630000 sec): 2 clusters
  Score: Raw -578923.504877 + Penalty 1441.688016 = -577481.816861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9515.890000 sec): 3 clusters
  Score: Raw -575100.431827 + Penalty 2883.376032 = -572217.055796
  nChanged 2979
		SP:Iteration 1F (9516.050000 sec): 3 clusters
  Score: Raw -576860.593753 + Penalty 2883.376032 = -573977.217721
  nChanged 633
		SP:Iteration 2F (9516.270000 sec): 3 clusters
  Score: Raw -577349.933397 + Penalty 2883.376032 = -574466.557365
  nChanged 585
		SP:Iteration 3F (9516.470000 sec): 3 clusters
  Score: Raw -577766.604121 + Penalty 2883.376032 = -574883.228089
  nChanged 484
		SP:Iteration 4F (9516.690000 sec): 3 clusters
  Score: Raw -578068.748454 + Penalty 2883.376032 = -575185.372423
  nChanged 357
		SP:Iteration 5F (9516.900000 sec): 3 clusters
  Score: Raw -578269.318315 + Penalty 2883.376032 = -575385.942283
  nChanged 291
		SP:Iteration 6Q (9517.140000 sec): 3 clusters
  Score: Raw -578413.998050 + Penalty 2883.376032 = -575530.622018
  nChanged 225
		SP:Iteration 7Q (9517.350000 sec): 3 clusters
  Score: Raw -578526.023971 + Penalty 2883.376032 = -575642.647940
  nChanged 175
		SP:Iteration 8Q (9517.540000 sec): 3 clusters
  Score: Raw -578600.796085 + Penalty 2883.376032 = -575717.420054
  nChanged 146
		SP:Iteration 9Q (9517.740000 sec): 3 clusters
  Score: Raw -578656.634597 + Penalty 2883.376032 = -575773.258565
  nChanged 133
		SP:Iteration 10Q (9517.950000 sec): 3 clusters
  Score: Raw -578714.531550 + Penalty 2883.376032 = -575831.155518
  nChanged 106
		SP:Iteration 11Q (9518.140000 sec): 3 clusters
  Score: Raw -578757.269171 + Penalty 2883.376032 = -575873.893139
  nChanged 96
		SP:Iteration 12Q (9518.350000 sec): 3 clusters
  Score: Raw -578790.523563 + Penalty 2883.376032 = -575907.147531
  nChanged 96
		SP:Iteration 13Q (9518.530000 sec): 3 clusters
  Score: Raw -578827.204571 + Penalty 2883.376032 = -575943.828540
  nChanged 95
		SP:Iteration 14Q (9518.710000 sec): 3 clusters
  Score: Raw -578866.086096 + Penalty 2883.376032 = -575982.710065
  nChanged 86
		SP:Iteration 15Q (9518.930000 sec): 3 clusters
  Score: Raw -578895.774373 + Penalty 2883.376032 = -576012.398342
  nChanged 68
		SP:Iteration 16Q (9519.120000 sec): 3 clusters
  Score: Raw -578918.755881 + Penalty 2883.376032 = -576035.379849
  nChanged 72
		SP:Iteration 17Q (9519.310000 sec): 3 clusters
  Score: Raw -578946.609338 + Penalty 2883.376032 = -576063.233306
  nChanged 79
		SP:Iteration 18Q (9519.510000 sec): 3 clusters
  Score: Raw -578984.294209 + Penalty 2883.376032 = -576100.918177
  nChanged 80
		SP:Iteration 19Q (9519.730000 sec): 3 clusters
  Score: Raw -579019.309686 + Penalty 2883.376032 = -576135.933654
  nChanged 62
		SP:Iteration 20F (9519.900000 sec): 3 clusters
  Score: Raw -579043.396106 + Penalty 2883.376032 = -576160.020075
  nChanged 56
		SP:Iteration 21Q (9520.100000 sec): 3 clusters
  Score: Raw -579070.400792 + Penalty 2883.376032 = -576187.024760
  nChanged 65
		SP:Iteration 22Q (9520.310000 sec): 3 clusters
  Score: Raw -579097.144146 + Penalty 2883.376032 = -576213.768115
  nChanged 55
		SP:Iteration 23Q (9520.490000 sec): 3 clusters
  Score: Raw -579117.994170 + Penalty 2883.376032 = -576234.618139
  nChanged 47
		SP:Iteration 24Q (9520.680000 sec): 3 clusters
  Score: Raw -579139.406622 + Penalty 2883.376032 = -576256.030591
  nChanged 45
		SP:Iteration 25Q (9520.910000 sec): 3 clusters
  Score: Raw -579157.965972 + Penalty 2883.376032 = -576274.589941
  nChanged 39
		SP:Iteration 26Q (9521.090000 sec): 3 clusters
  Score: Raw -579171.359486 + Penalty 2883.376032 = -576287.983455
  nChanged 32
		SP:Iteration 27Q (9521.280000 sec): 3 clusters
  Score: Raw -579180.868733 + Penalty 2883.376032 = -576297.492702
  nChanged 27
		SP:Iteration 28Q (9521.480000 sec): 3 clusters
  Score: Raw -579190.226081 + Penalty 2883.376032 = -576306.850050
  nChanged 33
		SP:Iteration 29Q (9521.710000 sec): 3 clusters
  Score: Raw -579202.638611 + Penalty 2883.376032 = -576319.262579
  nChanged 31
		SP:Iteration 30Q (9521.910000 sec): 3 clusters
  Score: Raw -579216.455957 + Penalty 2883.376032 = -576333.079925
  nChanged 29
		SP:Iteration 31Q (9522.110000 sec): 3 clusters
  Score: Raw -579230.215722 + Penalty 2883.376032 = -576346.839690
  nChanged 27
		SP:Iteration 32Q (9522.350000 sec): 3 clusters
  Score: Raw -579243.994332 + Penalty 2883.376032 = -576360.618300
  nChanged 22
		SP:Iteration 33Q (9522.540000 sec): 3 clusters
  Score: Raw -579255.749723 + Penalty 2883.376032 = -576372.373692
  nChanged 25
		SP:Iteration 34Q (9522.730000 sec): 3 clusters
  Score: Raw -579266.669845 + Penalty 2883.376032 = -576383.293814
  nChanged 22
		SP:Iteration 35Q (9522.960000 sec): 3 clusters
  Score: Raw -579278.458300 + Penalty 2883.376032 = -576395.082268
  nChanged 20
		SP:Iteration 36Q (9523.190000 sec): 3 clusters
  Score: Raw -579287.268207 + Penalty 2883.376032 = -576403.892175
  nChanged 16
		SP:Iteration 37Q (9523.380000 sec): 3 clusters
  Score: Raw -579293.362300 + Penalty 2883.376032 = -576409.986269
  nChanged 9
		SP:Iteration 38Q (9523.590000 sec): 3 clusters
  Score: Raw -579297.223647 + Penalty 2883.376032 = -576413.847615
  nChanged 9
		SP:Iteration 39Q (9523.810000 sec): 3 clusters
  Score: Raw -579300.429873 + Penalty 2883.376032 = -576417.053841
  nChanged 2
		SP:Iteration 40F (9524.010000 sec): 3 clusters
  Score: Raw -579301.424624 + Penalty 2883.376032 = -576418.048592
  nChanged 3
		SP:Iteration 41Q (9524.220000 sec): 3 clusters
  Score: Raw -579302.279326 + Penalty 2883.376032 = -576418.903294
  nChanged 2
		SP:Iteration 42Q (9524.420000 sec): 3 clusters
  Score: Raw -579303.004198 + Penalty 2883.376032 = -576419.628166
  nChanged 5
		SP:Iteration 43Q (9524.660000 sec): 3 clusters
  Score: Raw -579304.585849 + Penalty 2883.376032 = -576421.209817
  nChanged 4
		SP:Iteration 44Q (9524.850000 sec): 3 clusters
  Score: Raw -579306.222005 + Penalty 2883.376032 = -576422.845973
  nChanged 3
		SP:Iteration 45Q (9525.060000 sec): 3 clusters
  Score: Raw -579307.336314 + Penalty 2883.376032 = -576423.960282
  nChanged 3
		SP:Iteration 46Q (9525.260000 sec): 3 clusters
  Score: Raw -579308.224542 + Penalty 2883.376032 = -576424.848510
  nChanged 4
		SP:Iteration 47Q (9525.490000 sec): 3 clusters
  Score: Raw -579309.742682 + Penalty 2883.376032 = -576426.366650
  nChanged 3
		SP:Iteration 48Q (9525.700000 sec): 3 clusters
  Score: Raw -579311.093298 + Penalty 2883.376032 = -576427.717266
  nChanged 3
		SP:Iteration 49Q (9525.920000 sec): 3 clusters
  Score: Raw -579313.026947 + Penalty 2883.376032 = -576429.650915
  nChanged 6
		SP:Iteration 50Q (9526.120000 sec): 3 clusters
  Score: Raw -579316.662241 + Penalty 2883.376032 = -576433.286209
  nChanged 4
		SP:Iteration 51Q (9526.350000 sec): 3 clusters
  Score: Raw -579319.332121 + Penalty 2883.376032 = -576435.956089
  nChanged 4
		SP:Iteration 52Q (9526.560000 sec): 3 clusters
  Score: Raw -579321.287872 + Penalty 2883.376032 = -576437.911841
  nChanged 8
		SP:Iteration 53Q (9526.780000 sec): 3 clusters
  Score: Raw -579324.892919 + Penalty 2883.376032 = -576441.516888
  nChanged 8
		SP:Iteration 54Q (9527.010000 sec): 3 clusters
  Score: Raw -579328.123746 + Penalty 2883.376032 = -576444.747714
  nChanged 6
		SP:Iteration 55Q (9527.210000 sec): 3 clusters
  Score: Raw -579330.484993 + Penalty 2883.376032 = -576447.108961
  nChanged 8
		SP:Iteration 56Q (9527.430000 sec): 3 clusters
  Score: Raw -579333.901535 + Penalty 2883.376032 = -576450.525504
  nChanged 8
		SP:Iteration 57Q (9527.650000 sec): 3 clusters
  Score: Raw -579337.036859 + Penalty 2883.376032 = -576453.660827
  nChanged 4
		SP:Iteration 58Q (9527.860000 sec): 3 clusters
  Score: Raw -579338.004748 + Penalty 2883.376032 = -576454.628717
  nChanged 1
		SP:Iteration 59Q (9528.100000 sec): 3 clusters
  Score: Raw -579338.277350 + Penalty 2883.376032 = -576454.901319
  nChanged 1
		SP:Iteration 60F (9528.290000 sec): 3 clusters
  Score: Raw -579338.693277 + Penalty 2883.376032 = -576455.317245
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9528.440000 sec): 2 clusters
  Score: Raw -308483.553987 + Penalty 1359.459575 = -307124.094412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9528.610000 sec): 3 clusters
  Score: Raw -306322.664646 + Penalty 2718.919150 = -303603.745496
  nChanged 1713
		SP:Iteration 1F (9528.800000 sec): 3 clusters
  Score: Raw -307352.917241 + Penalty 2718.919150 = -304633.998091
  nChanged 380
		SP:Iteration 2F (9529.020000 sec): 3 clusters
  Score: Raw -307594.591654 + Penalty 2718.919150 = -304875.672504
  nChanged 254
		SP:Iteration 3F (9529.200000 sec): 3 clusters
  Score: Raw -307765.268676 + Penalty 2718.919150 = -305046.349526
  nChanged 220
		SP:Iteration 4F (9529.420000 sec): 3 clusters
  Score: Raw -307891.732272 + Penalty 2718.919150 = -305172.813122
  nChanged 182
		SP:Iteration 5Q (9529.600000 sec): 3 clusters
  Score: Raw -307996.644718 + Penalty 2718.919150 = -305277.725568
  nChanged 161
		SP:Iteration 6Q (9529.790000 sec): 3 clusters
  Score: Raw -308092.933452 + Penalty 2718.919150 = -305374.014302
  nChanged 128
		SP:Iteration 7Q (9530.060000 sec): 3 clusters
  Score: Raw -308169.400274 + Penalty 2718.919150 = -305450.481124
  nChanged 115
		SP:Iteration 8Q (9530.230000 sec): 3 clusters
  Score: Raw -308242.276343 + Penalty 2718.919150 = -305523.357193
  nChanged 99
		SP:Iteration 9Q (9530.470000 sec): 3 clusters
  Score: Raw -308294.305140 + Penalty 2718.919150 = -305575.385989
  nChanged 79
		SP:Iteration 10Q (9530.660000 sec): 3 clusters
  Score: Raw -308337.689997 + Penalty 2718.919150 = -305618.770847
  nChanged 90
		SP:Iteration 11Q (9530.870000 sec): 3 clusters
  Score: Raw -308380.925202 + Penalty 2718.919150 = -305662.006052
  nChanged 91
		SP:Iteration 12Q (9531.070000 sec): 3 clusters
  Score: Raw -308428.139175 + Penalty 2718.919150 = -305709.220024
  nChanged 86
		SP:Iteration 13Q (9531.250000 sec): 3 clusters
  Score: Raw -308469.452434 + Penalty 2718.919150 = -305750.533284
  nChanged 95
		SP:Iteration 14Q (9531.450000 sec): 3 clusters
  Score: Raw -308529.312346 + Penalty 2718.919150 = -305810.393196
  nChanged 92
		SP:Iteration 15Q (9531.670000 sec): 3 clusters
  Score: Raw -308599.813384 + Penalty 2718.919150 = -305880.894234
  nChanged 90
		SP:Iteration 16Q (9531.880000 sec): 3 clusters
  Score: Raw -308659.459545 + Penalty 2718.919150 = -305940.540394
  nChanged 86
		SP:Iteration 17Q (9532.050000 sec): 3 clusters
  Score: Raw -308713.492895 + Penalty 2718.919150 = -305994.573745
  nChanged 71
		SP:Iteration 18Q (9532.250000 sec): 3 clusters
  Score: Raw -308759.150413 + Penalty 2718.919150 = -306040.231263
  nChanged 54
		SP:Iteration 19Q (9532.470000 sec): 3 clusters
  Score: Raw -308795.012584 + Penalty 2718.919150 = -306076.093434
  nChanged 60
		SP:Iteration 20F (9532.670000 sec): 3 clusters
  Score: Raw -308831.838823 + Penalty 2718.919150 = -306112.919673
  nChanged 51
		SP:Iteration 21Q (9532.880000 sec): 3 clusters
  Score: Raw -308865.077175 + Penalty 2718.919150 = -306146.158025
  nChanged 37
		SP:Iteration 22Q (9533.030000 sec): 3 clusters
  Score: Raw -308884.716205 + Penalty 2718.919150 = -306165.797055
  nChanged 32
		SP:Iteration 23Q (9533.280000 sec): 3 clusters
  Score: Raw -308902.087607 + Penalty 2718.919150 = -306183.168457
  nChanged 31
		SP:Iteration 24Q (9533.510000 sec): 3 clusters
  Score: Raw -308917.776102 + Penalty 2718.919150 = -306198.856952
  nChanged 26
		SP:Iteration 25Q (9533.700000 sec): 3 clusters
  Score: Raw -308934.519165 + Penalty 2718.919150 = -306215.600015
  nChanged 23
		SP:Iteration 26Q (9533.860000 sec): 3 clusters
  Score: Raw -308948.691017 + Penalty 2718.919150 = -306229.771867
  nChanged 24
		SP:Iteration 27Q (9534.100000 sec): 3 clusters
  Score: Raw -308962.995560 + Penalty 2718.919150 = -306244.076410
  nChanged 19
		SP:Iteration 28Q (9534.280000 sec): 3 clusters
  Score: Raw -308974.416850 + Penalty 2718.919150 = -306255.497700
  nChanged 13
		SP:Iteration 29Q (9534.530000 sec): 3 clusters
  Score: Raw -308978.352541 + Penalty 2718.919150 = -306259.433390
  nChanged 8
		SP:Iteration 30Q (9534.700000 sec): 3 clusters
  Score: Raw -308982.125707 + Penalty 2718.919150 = -306263.206557
  nChanged 9
		SP:Iteration 31Q (9534.900000 sec): 3 clusters
  Score: Raw -308986.999846 + Penalty 2718.919150 = -306268.080696
  nChanged 12
		SP:Iteration 32Q (9535.110000 sec): 3 clusters
  Score: Raw -308991.627468 + Penalty 2718.919150 = -306272.708318
  nChanged 7
		SP:Iteration 33Q (9535.300000 sec): 3 clusters
  Score: Raw -308994.365840 + Penalty 2718.919150 = -306275.446690
  nChanged 7
		SP:Iteration 34Q (9535.520000 sec): 3 clusters
  Score: Raw -308996.752494 + Penalty 2718.919150 = -306277.833344
  nChanged 5
		SP:Iteration 35Q (9535.700000 sec): 3 clusters
  Score: Raw -308998.304076 + Penalty 2718.919150 = -306279.384926
  nChanged 3
		SP:Iteration 36Q (9535.920000 sec): 3 clusters
  Score: Raw -308999.275795 + Penalty 2718.919150 = -306280.356645
  nChanged 2
		SP:Iteration 37Q (9536.080000 sec): 3 clusters
  Score: Raw -309000.096773 + Penalty 2718.919150 = -306281.177623
  nChanged 0
		SP:Iteration 38F (9536.260000 sec): 3 clusters
  Score: Raw -309000.096773 + Penalty 2718.919150 = -306281.177623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9536.380000 sec): 2 clusters
  Score: Raw -270442.674802 + Penalty 1316.029462 = -269126.645340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9536.580000 sec): 3 clusters
  Score: Raw -268892.150032 + Penalty 2632.058924 = -266260.091108
  nChanged 1254
		SP:Iteration 1F (9536.770000 sec): 3 clusters
  Score: Raw -269614.309424 + Penalty 2632.058924 = -266982.250500
  nChanged 248
		SP:Iteration 2F (9536.950000 sec): 3 clusters
  Score: Raw -269758.703645 + Penalty 2632.058924 = -267126.644720
  nChanged 163
		SP:Iteration 3Q (9537.090000 sec): 3 clusters
  Score: Raw -269845.674959 + Penalty 2632.058924 = -267213.616035
  nChanged 116
		SP:Iteration 4Q (9537.290000 sec): 3 clusters
  Score: Raw -269902.169464 + Penalty 2632.058924 = -267270.110540
  nChanged 95
		SP:Iteration 5Q (9537.470000 sec): 3 clusters
  Score: Raw -269951.670333 + Penalty 2632.058924 = -267319.611409
  nChanged 101
		SP:Iteration 6Q (9537.670000 sec): 3 clusters
  Score: Raw -270011.959111 + Penalty 2632.058924 = -267379.900187
  nChanged 111
		SP:Iteration 7Q (9537.830000 sec): 3 clusters
  Score: Raw -270074.982730 + Penalty 2632.058924 = -267442.923806
  nChanged 105
		SP:Iteration 8Q (9537.970000 sec): 3 clusters
  Score: Raw -270138.109661 + Penalty 2632.058924 = -267506.050736
  nChanged 112
		SP:Iteration 9Q (9538.170000 sec): 3 clusters
  Score: Raw -270215.142386 + Penalty 2632.058924 = -267583.083462
  nChanged 143
		SP:Iteration 10Q (9538.380000 sec): 3 clusters
  Score: Raw -270327.462518 + Penalty 2632.058924 = -267695.403594
  nChanged 150
		SP:Iteration 11Q (9538.560000 sec): 3 clusters
  Score: Raw -270457.142362 + Penalty 2632.058924 = -267825.083438
  nChanged 151
		SP:Iteration 12Q (9538.810000 sec): 3 clusters
  Score: Raw -270580.942098 + Penalty 2632.058924 = -267948.883174
  nChanged 138
		SP:Iteration 13Q (9538.990000 sec): 3 clusters
  Score: Raw -270706.575023 + Penalty 2632.058924 = -268074.516099
  nChanged 111
		SP:Iteration 14Q (9539.170000 sec): 3 clusters
  Score: Raw -270802.041917 + Penalty 2632.058924 = -268169.982993
  nChanged 84
		SP:Iteration 15Q (9539.330000 sec): 3 clusters
  Score: Raw -270860.352486 + Penalty 2632.058924 = -268228.293562
  nChanged 48
		SP:Iteration 16Q (9539.560000 sec): 3 clusters
  Score: Raw -270894.094474 + Penalty 2632.058924 = -268262.035550
  nChanged 45
		SP:Iteration 17Q (9539.770000 sec): 3 clusters
  Score: Raw -270919.294073 + Penalty 2632.058924 = -268287.235149
  nChanged 35
		SP:Iteration 18Q (9539.940000 sec): 3 clusters
  Score: Raw -270935.348947 + Penalty 2632.058924 = -268303.290023
  nChanged 18
		SP:Iteration 19Q (9540.180000 sec): 3 clusters
  Score: Raw -270944.338494 + Penalty 2632.058924 = -268312.279569
  nChanged 19
		SP:Iteration 20F (9540.370000 sec): 3 clusters
  Score: Raw -270952.644642 + Penalty 2632.058924 = -268320.585717
  nChanged 9
		SP:Iteration 21Q (9540.590000 sec): 3 clusters
  Score: Raw -270955.851344 + Penalty 2632.058924 = -268323.792419
  nChanged 6
		SP:Iteration 22Q (9540.730000 sec): 3 clusters
  Score: Raw -270957.011089 + Penalty 2632.058924 = -268324.952164
  nChanged 3
		SP:Iteration 23Q (9540.990000 sec): 3 clusters
  Score: Raw -270957.751475 + Penalty 2632.058924 = -268325.692551
  nChanged 3
		SP:Iteration 24Q (9541.160000 sec): 3 clusters
  Score: Raw -270958.801731 + Penalty 2632.058924 = -268326.742807
  nChanged 4
		SP:Iteration 25Q (9541.330000 sec): 3 clusters
  Score: Raw -270960.615905 + Penalty 2632.058924 = -268328.556981
  nChanged 4
		SP:Iteration 26Q (9541.510000 sec): 3 clusters
  Score: Raw -270962.730670 + Penalty 2632.058924 = -268330.671745
  nChanged 4
		SP:Iteration 27Q (9541.670000 sec): 3 clusters
  Score: Raw -270964.384706 + Penalty 2632.058924 = -268332.325782
  nChanged 5
		SP:Iteration 28Q (9541.830000 sec): 3 clusters
  Score: Raw -270966.656013 + Penalty 2632.058924 = -268334.597088
  nChanged 5
		SP:Iteration 29Q (9542.050000 sec): 3 clusters
  Score: Raw -270969.092104 + Penalty 2632.058924 = -268337.033180
  nChanged 6
		SP:Iteration 30Q (9542.180000 sec): 3 clusters
  Score: Raw -270970.987475 + Penalty 2632.058924 = -268338.928551
  nChanged 2
		SP:Iteration 31Q (9542.380000 sec): 3 clusters
  Score: Raw -270971.941415 + Penalty 2632.058924 = -268339.882490
  nChanged 4
		SP:Iteration 32Q (9542.550000 sec): 3 clusters
  Score: Raw -270973.725592 + Penalty 2632.058924 = -268341.666668
  nChanged 3
		SP:Iteration 33Q (9542.690000 sec): 3 clusters
  Score: Raw -270976.522818 + Penalty 2632.058924 = -268344.463894
  nChanged 9
		SP:Iteration 34Q (9542.870000 sec): 3 clusters
  Score: Raw -270980.947304 + Penalty 2632.058924 = -268348.888379
  nChanged 11
		SP:Iteration 35Q (9543.090000 sec): 3 clusters
  Score: Raw -270989.730722 + Penalty 2632.058924 = -268357.671798
  nChanged 13
		SP:Iteration 36Q (9543.290000 sec): 3 clusters
  Score: Raw -270996.362054 + Penalty 2632.058924 = -268364.303129
  nChanged 11
		SP:Iteration 37Q (9543.460000 sec): 3 clusters
  Score: Raw -271001.393858 + Penalty 2632.058924 = -268369.334934
  nChanged 8
		SP:Iteration 38Q (9543.670000 sec): 3 clusters
  Score: Raw -271005.332490 + Penalty 2632.058924 = -268373.273565
  nChanged 7
		SP:Iteration 39Q (9543.860000 sec): 3 clusters
  Score: Raw -271007.840856 + Penalty 2632.058924 = -268375.781931
  nChanged 5
		SP:Iteration 40F (9544.020000 sec): 3 clusters
  Score: Raw -271009.636975 + Penalty 2632.058924 = -268377.578051
  nChanged 5
		SP:Iteration 41Q (9544.230000 sec): 3 clusters
  Score: Raw -271011.933704 + Penalty 2632.058924 = -268379.874779
  nChanged 7
		SP:Iteration 42Q (9544.380000 sec): 3 clusters
  Score: Raw -271015.128747 + Penalty 2632.058924 = -268383.069823
  nChanged 5
		SP:Iteration 43Q (9544.570000 sec): 3 clusters
  Score: Raw -271016.485992 + Penalty 2632.058924 = -268384.427068
  nChanged 5
		SP:Iteration 44Q (9544.810000 sec): 3 clusters
  Score: Raw -271017.952672 + Penalty 2632.058924 = -268385.893748
  nChanged 1
		SP:Iteration 45Q (9545.010000 sec): 3 clusters
  Score: Raw -271018.188850 + Penalty 2632.058924 = -268386.129926
  nChanged 1
		SP:Iteration 46Q (9545.200000 sec): 3 clusters
  Score: Raw -271018.623819 + Penalty 2632.058924 = -268386.564895
  nChanged 0
		SP:Iteration 47F (9545.420000 sec): 3 clusters
  Score: Raw -271018.623819 + Penalty 2632.058924 = -268386.564895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9545.540000 sec): 2 clusters
  Score: Raw -22518.017391 + Penalty 983.846394 = -21534.170997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9545.740000 sec): 3 clusters
  Score: Raw -22547.373140 + Penalty 1967.692788 = -20579.680352
  nChanged 108
		SP:Iteration 1F (9545.910000 sec): 3 clusters
  Score: Raw -22794.117207 + Penalty 1967.692788 = -20826.424419
  nChanged 30
		SP:Iteration 2F (9546.110000 sec): 3 clusters
  Score: Raw -22887.187682 + Penalty 1967.692788 = -20919.494895
  nChanged 17
		SP:Iteration 3Q (9546.320000 sec): 3 clusters
  Score: Raw -22962.328168 + Penalty 1967.692788 = -20994.635380
  nChanged 18
		SP:Iteration 4Q (9546.500000 sec): 3 clusters
  Score: Raw -23017.976491 + Penalty 1967.692788 = -21050.283703
  nChanged 5
		SP:Iteration 5Q (9546.700000 sec): 3 clusters
  Score: Raw -23027.660519 + Penalty 1967.692788 = -21059.967731
  nChanged 3
		SP:Iteration 6Q (9546.870000 sec): 3 clusters
  Score: Raw -23032.587837 + Penalty 1967.692788 = -21064.895050
  nChanged 2
		SP:Iteration 7Q (9547.060000 sec): 3 clusters
  Score: Raw -23037.333783 + Penalty 1967.692788 = -21069.640996
  nChanged 1
		SP:Iteration 8Q (9547.290000 sec): 3 clusters
  Score: Raw -23040.846036 + Penalty 1967.692788 = -21073.153249
  nChanged 0
		SP:Iteration 9F (9547.480000 sec): 3 clusters
  Score: Raw -23040.846036 + Penalty 1967.692788 = -21073.153249
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9547.580000 sec): 2 clusters
  Score: Raw -294278.936170 + Penalty 1333.259172 = -292945.676998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9547.770000 sec): 3 clusters
  Score: Raw -292456.106385 + Penalty 2666.518344 = -289789.588041
  nChanged 1410
		SP:Iteration 1F (9547.950000 sec): 3 clusters
  Score: Raw -293235.070191 + Penalty 2666.518344 = -290568.551846
  nChanged 277
		SP:Iteration 2F (9548.100000 sec): 3 clusters
  Score: Raw -293395.365529 + Penalty 2666.518344 = -290728.847185
  nChanged 213
		SP:Iteration 3F (9548.320000 sec): 3 clusters
  Score: Raw -293526.313055 + Penalty 2666.518344 = -290859.794711
  nChanged 161
		SP:Iteration 4Q (9548.480000 sec): 3 clusters
  Score: Raw -293636.514223 + Penalty 2666.518344 = -290969.995878
  nChanged 150
		SP:Iteration 5Q (9548.680000 sec): 3 clusters
  Score: Raw -293754.788613 + Penalty 2666.518344 = -291088.270268
  nChanged 161
		SP:Iteration 6Q (9548.940000 sec): 3 clusters
  Score: Raw -293896.860155 + Penalty 2666.518344 = -291230.341811
  nChanged 166
		SP:Iteration 7Q (9549.160000 sec): 3 clusters
  Score: Raw -294063.549913 + Penalty 2666.518344 = -291397.031569
  nChanged 151
		SP:Iteration 8Q (9549.350000 sec): 3 clusters
  Score: Raw -294215.056907 + Penalty 2666.518344 = -291548.538562
  nChanged 134
		SP:Iteration 9Q (9549.560000 sec): 3 clusters
  Score: Raw -294312.148428 + Penalty 2666.518344 = -291645.630084
  nChanged 119
		SP:Iteration 10Q (9549.760000 sec): 3 clusters
  Score: Raw -294388.881059 + Penalty 2666.518344 = -291722.362715
  nChanged 96
		SP:Iteration 11Q (9549.930000 sec): 3 clusters
  Score: Raw -294450.821198 + Penalty 2666.518344 = -291784.302854
  nChanged 83
		SP:Iteration 12Q (9550.130000 sec): 3 clusters
  Score: Raw -294502.224669 + Penalty 2666.518344 = -291835.706325
  nChanged 80
		SP:Iteration 13Q (9550.320000 sec): 3 clusters
  Score: Raw -294554.370262 + Penalty 2666.518344 = -291887.851918
  nChanged 81
		SP:Iteration 14Q (9550.510000 sec): 3 clusters
  Score: Raw -294603.098102 + Penalty 2666.518344 = -291936.579757
  nChanged 66
		SP:Iteration 15Q (9550.690000 sec): 3 clusters
  Score: Raw -294651.229780 + Penalty 2666.518344 = -291984.711436
  nChanged 59
		SP:Iteration 16Q (9550.880000 sec): 3 clusters
  Score: Raw -294700.691300 + Penalty 2666.518344 = -292034.172955
  nChanged 60
		SP:Iteration 17Q (9551.090000 sec): 3 clusters
  Score: Raw -294746.127863 + Penalty 2666.518344 = -292079.609518
  nChanged 54
		SP:Iteration 18Q (9551.320000 sec): 3 clusters
  Score: Raw -294794.783726 + Penalty 2666.518344 = -292128.265381
  nChanged 64
		SP:Iteration 19Q (9551.480000 sec): 3 clusters
  Score: Raw -294863.975104 + Penalty 2666.518344 = -292197.456759
  nChanged 68
		SP:Iteration 20F (9551.690000 sec): 3 clusters
  Score: Raw -294952.062299 + Penalty 2666.518344 = -292285.543955
  nChanged 59
		SP:Iteration 21Q (9551.870000 sec): 3 clusters
  Score: Raw -295011.438677 + Penalty 2666.518344 = -292344.920333
  nChanged 44
		SP:Iteration 22Q (9552.070000 sec): 3 clusters
  Score: Raw -295045.480622 + Penalty 2666.518344 = -292378.962278
  nChanged 35
		SP:Iteration 23Q (9552.250000 sec): 3 clusters
  Score: Raw -295074.348369 + Penalty 2666.518344 = -292407.830025
  nChanged 29
		SP:Iteration 24Q (9552.490000 sec): 3 clusters
  Score: Raw -295090.661073 + Penalty 2666.518344 = -292424.142728
  nChanged 14
		SP:Iteration 25Q (9552.710000 sec): 3 clusters
  Score: Raw -295097.098252 + Penalty 2666.518344 = -292430.579908
  nChanged 14
		SP:Iteration 26Q (9552.930000 sec): 3 clusters
  Score: Raw -295102.835254 + Penalty 2666.518344 = -292436.316909
  nChanged 5
		SP:Iteration 27Q (9553.100000 sec): 3 clusters
  Score: Raw -295105.818364 + Penalty 2666.518344 = -292439.300020
  nChanged 6
		SP:Iteration 28Q (9553.330000 sec): 3 clusters
  Score: Raw -295109.281121 + Penalty 2666.518344 = -292442.762776
  nChanged 6
		SP:Iteration 29Q (9553.500000 sec): 3 clusters
  Score: Raw -295112.083237 + Penalty 2666.518344 = -292445.564893
  nChanged 3
		SP:Iteration 30Q (9553.740000 sec): 3 clusters
  Score: Raw -295113.465930 + Penalty 2666.518344 = -292446.947586
  nChanged 2
		SP:Iteration 31Q (9553.910000 sec): 3 clusters
  Score: Raw -295114.121710 + Penalty 2666.518344 = -292447.603366
  nChanged 1
		SP:Iteration 32Q (9554.120000 sec): 3 clusters
  Score: Raw -295114.466344 + Penalty 2666.518344 = -292447.948000
  nChanged 1
		SP:Iteration 33Q (9554.300000 sec): 3 clusters
  Score: Raw -295114.554290 + Penalty 2666.518344 = -292448.035945
  nChanged 2
		SP:Iteration 34Q (9554.540000 sec): 3 clusters
  Score: Raw -295115.090402 + Penalty 2666.518344 = -292448.572057
  nChanged 0
		SP:Iteration 35F (9554.740000 sec): 3 clusters
  Score: Raw -295115.090402 + Penalty 2666.518344 = -292448.572057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9554.840000 sec): 2 clusters
  Score: Raw -1009004.469134 + Penalty 1529.591858 = -1007474.877276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9555.090000 sec): 3 clusters
  Score: Raw -1001945.151736 + Penalty 3059.183715 = -998885.968021
  nChanged 5332
		SP:Iteration 1F (9555.400000 sec): 3 clusters
  Score: Raw -1004723.606583 + Penalty 3059.183715 = -1001664.422868
  nChanged 627
		SP:Iteration 2F (9555.640000 sec): 3 clusters
  Score: Raw -1004939.062740 + Penalty 3059.183715 = -1001879.879025
  nChanged 539
		SP:Iteration 3Q (9555.860000 sec): 3 clusters
  Score: Raw -1005124.837145 + Penalty 3059.183715 = -1002065.653430
  nChanged 497
		SP:Iteration 4Q (9556.120000 sec): 3 clusters
  Score: Raw -1005306.373169 + Penalty 3059.183715 = -1002247.189454
  nChanged 485
		SP:Iteration 5Q (9556.340000 sec): 3 clusters
  Score: Raw -1005464.464415 + Penalty 3059.183715 = -1002405.280700
  nChanged 425
		SP:Iteration 6Q (9556.600000 sec): 3 clusters
  Score: Raw -1005599.708905 + Penalty 3059.183715 = -1002540.525190
  nChanged 380
		SP:Iteration 7Q (9556.880000 sec): 3 clusters
  Score: Raw -1005725.342619 + Penalty 3059.183715 = -1002666.158904
  nChanged 370
		SP:Iteration 8Q (9557.140000 sec): 3 clusters
  Score: Raw -1005853.141861 + Penalty 3059.183715 = -1002793.958145
  nChanged 379
		SP:Iteration 9Q (9557.340000 sec): 3 clusters
  Score: Raw -1005990.339107 + Penalty 3059.183715 = -1002931.155392
  nChanged 381
		SP:Iteration 10Q (9557.600000 sec): 3 clusters
  Score: Raw -1006150.362309 + Penalty 3059.183715 = -1003091.178594
  nChanged 395
		SP:Iteration 11Q (9557.870000 sec): 3 clusters
  Score: Raw -1006327.338839 + Penalty 3059.183715 = -1003268.155124
  nChanged 401
		SP:Iteration 12Q (9558.130000 sec): 3 clusters
  Score: Raw -1006517.442257 + Penalty 3059.183715 = -1003458.258542
  nChanged 403
		SP:Iteration 13Q (9558.410000 sec): 3 clusters
  Score: Raw -1006730.351047 + Penalty 3059.183715 = -1003671.167331
  nChanged 435
		SP:Iteration 14Q (9558.630000 sec): 3 clusters
  Score: Raw -1007010.644876 + Penalty 3059.183715 = -1003951.461161
  nChanged 458
		SP:Iteration 15Q (9558.900000 sec): 3 clusters
  Score: Raw -1007328.113281 + Penalty 3059.183715 = -1004268.929566
  nChanged 426
		SP:Iteration 16Q (9559.150000 sec): 3 clusters
  Score: Raw -1007631.570281 + Penalty 3059.183715 = -1004572.386566
  nChanged 385
		SP:Iteration 17Q (9559.390000 sec): 3 clusters
  Score: Raw -1007894.343666 + Penalty 3059.183715 = -1004835.159951
  nChanged 323
		SP:Iteration 18Q (9559.640000 sec): 3 clusters
  Score: Raw -1008112.524127 + Penalty 3059.183715 = -1005053.340412
  nChanged 249
		SP:Iteration 19Q (9559.870000 sec): 3 clusters
  Score: Raw -1008254.919786 + Penalty 3059.183715 = -1005195.736071
  nChanged 222
		SP:Iteration 20F (9560.060000 sec): 3 clusters
  Score: Raw -1008383.420701 + Penalty 3059.183715 = -1005324.236986
  nChanged 200
		SP:Iteration 21Q (9560.330000 sec): 3 clusters
  Score: Raw -1008504.075830 + Penalty 3059.183715 = -1005444.892115
  nChanged 170
		SP:Iteration 22Q (9560.530000 sec): 3 clusters
  Score: Raw -1008618.592133 + Penalty 3059.183715 = -1005559.408418
  nChanged 165
		SP:Iteration 23Q (9560.810000 sec): 3 clusters
  Score: Raw -1008734.338900 + Penalty 3059.183715 = -1005675.155185
  nChanged 130
		SP:Iteration 24Q (9561.050000 sec): 3 clusters
  Score: Raw -1008821.749107 + Penalty 3059.183715 = -1005762.565392
  nChanged 89
		SP:Iteration 25Q (9561.270000 sec): 3 clusters
  Score: Raw -1008876.900951 + Penalty 3059.183715 = -1005817.717236
  nChanged 69
		SP:Iteration 26Q (9561.510000 sec): 3 clusters
  Score: Raw -1008917.591500 + Penalty 3059.183715 = -1005858.407785
  nChanged 59
		SP:Iteration 27Q (9561.750000 sec): 3 clusters
  Score: Raw -1008952.476947 + Penalty 3059.183715 = -1005893.293232
  nChanged 40
		SP:Iteration 28Q (9561.990000 sec): 3 clusters
  Score: Raw -1008971.554126 + Penalty 3059.183715 = -1005912.370411
  nChanged 26
		SP:Iteration 29Q (9562.230000 sec): 3 clusters
  Score: Raw -1008986.283717 + Penalty 3059.183715 = -1005927.100002
  nChanged 27
		SP:Iteration 30Q (9562.470000 sec): 3 clusters
  Score: Raw -1009001.276253 + Penalty 3059.183715 = -1005942.092538
  nChanged 30
		SP:Iteration 31Q (9562.750000 sec): 3 clusters
  Score: Raw -1009018.680081 + Penalty 3059.183715 = -1005959.496366
  nChanged 30
		SP:Iteration 32Q (9563.020000 sec): 3 clusters
  Score: Raw -1009033.762205 + Penalty 3059.183715 = -1005974.578490
  nChanged 24
		SP:Iteration 33Q (9563.250000 sec): 3 clusters
  Score: Raw -1009046.752959 + Penalty 3059.183715 = -1005987.569244
  nChanged 18
		SP:Iteration 34Q (9563.470000 sec): 3 clusters
  Score: Raw -1009057.653723 + Penalty 3059.183715 = -1005998.470008
  nChanged 15
		SP:Iteration 35Q (9563.710000 sec): 3 clusters
  Score: Raw -1009067.865746 + Penalty 3059.183715 = -1006008.682031
  nChanged 12
		SP:Iteration 36Q (9563.930000 sec): 3 clusters
  Score: Raw -1009075.941608 + Penalty 3059.183715 = -1006016.757893
  nChanged 14
		SP:Iteration 37Q (9564.230000 sec): 3 clusters
  Score: Raw -1009085.996102 + Penalty 3059.183715 = -1006026.812387
  nChanged 14
		SP:Iteration 38Q (9564.430000 sec): 3 clusters
  Score: Raw -1009094.497066 + Penalty 3059.183715 = -1006035.313351
  nChanged 12
		SP:Iteration 39Q (9564.700000 sec): 3 clusters
  Score: Raw -1009102.428846 + Penalty 3059.183715 = -1006043.245131
  nChanged 16
		SP:Iteration 40F (9564.970000 sec): 3 clusters
  Score: Raw -1009111.582415 + Penalty 3059.183715 = -1006052.398700
  nChanged 9
		SP:Iteration 41Q (9565.180000 sec): 3 clusters
  Score: Raw -1009116.347683 + Penalty 3059.183715 = -1006057.163968
  nChanged 9
		SP:Iteration 42Q (9565.410000 sec): 3 clusters
  Score: Raw -1009120.511536 + Penalty 3059.183715 = -1006061.327821
  nChanged 7
		SP:Iteration 43Q (9565.660000 sec): 3 clusters
  Score: Raw -1009124.639607 + Penalty 3059.183715 = -1006065.455892
  nChanged 11
		SP:Iteration 44Q (9565.960000 sec): 3 clusters
  Score: Raw -1009131.180694 + Penalty 3059.183715 = -1006071.996979
  nChanged 9
		SP:Iteration 45Q (9566.220000 sec): 3 clusters
  Score: Raw -1009136.878878 + Penalty 3059.183715 = -1006077.695163
  nChanged 11
		SP:Iteration 46Q (9566.470000 sec): 3 clusters
  Score: Raw -1009143.225322 + Penalty 3059.183715 = -1006084.041607
  nChanged 12
		SP:Iteration 47Q (9566.710000 sec): 3 clusters
  Score: Raw -1009150.561378 + Penalty 3059.183715 = -1006091.377663
  nChanged 6
		SP:Iteration 48Q (9566.940000 sec): 3 clusters
  Score: Raw -1009154.328279 + Penalty 3059.183715 = -1006095.144564
  nChanged 5
		SP:Iteration 49Q (9567.170000 sec): 3 clusters
  Score: Raw -1009156.845798 + Penalty 3059.183715 = -1006097.662083
  nChanged 3
		SP:Iteration 50Q (9567.390000 sec): 3 clusters
  Score: Raw -1009158.229766 + Penalty 3059.183715 = -1006099.046051
  nChanged 6
		SP:Iteration 51Q (9567.620000 sec): 3 clusters
  Score: Raw -1009161.161409 + Penalty 3059.183715 = -1006101.977694
  nChanged 7
		SP:Iteration 52Q (9567.850000 sec): 3 clusters
  Score: Raw -1009164.319465 + Penalty 3059.183715 = -1006105.135750
  nChanged 4
		SP:Iteration 53Q (9568.070000 sec): 3 clusters
  Score: Raw -1009166.100463 + Penalty 3059.183715 = -1006106.916748
  nChanged 4
		SP:Iteration 54Q (9568.300000 sec): 3 clusters
  Score: Raw -1009168.884175 + Penalty 3059.183715 = -1006109.700460
  nChanged 3
		SP:Iteration 55Q (9568.610000 sec): 3 clusters
  Score: Raw -1009170.763056 + Penalty 3059.183715 = -1006111.579341
  nChanged 3
		SP:Iteration 56Q (9568.800000 sec): 3 clusters
  Score: Raw -1009172.340556 + Penalty 3059.183715 = -1006113.156841
  nChanged 1
		SP:Iteration 57Q (9569.070000 sec): 3 clusters
  Score: Raw -1009172.502082 + Penalty 3059.183715 = -1006113.318366
  nChanged 1
		SP:Iteration 58Q (9569.290000 sec): 3 clusters
  Score: Raw -1009172.953015 + Penalty 3059.183715 = -1006113.769300
  nChanged 0
		SP:Iteration 59F (9569.560000 sec): 3 clusters
  Score: Raw -1009172.953015 + Penalty 3059.183715 = -1006113.769300
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (91218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9570.050000 sec): 2 clusters
  Score: Raw -7821049.057240 + Penalty 1855.913723 = -7819193.143517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9570.630000 sec): 3 clusters
  Score: Raw -7761804.178193 + Penalty 3711.827446 = -7758092.350747
  nChanged 43794
		SP:Iteration 1F (9571.190000 sec): 3 clusters
  Score: Raw -7787670.070020 + Penalty 3711.827446 = -7783958.242574
  nChanged 3390
		SP:Iteration 2Q (9571.790000 sec): 3 clusters
  Score: Raw -7788656.673452 + Penalty 3711.827446 = -7784944.846006
  nChanged 3751
		SP:Iteration 3Q (9572.480000 sec): 3 clusters
  Score: Raw -7789972.088570 + Penalty 3711.827446 = -7786260.261124
  nChanged 4282
		SP:Iteration 4Q (9573.170000 sec): 3 clusters
  Score: Raw -7791907.562612 + Penalty 3711.827446 = -7788195.735166
  nChanged 5191
		SP:Iteration 5F (9573.770000 sec): 3 clusters
  Score: Raw -7794933.337983 + Penalty 3711.827446 = -7791221.510537
  nChanged 6282
		SP:Iteration 6F (9574.360000 sec): 3 clusters
  Score: Raw -7799507.384239 + Penalty 3711.827446 = -7795795.556793
  nChanged 6832
		SP:Iteration 7F (9574.890000 sec): 3 clusters
  Score: Raw -7805278.406862 + Penalty 3711.827446 = -7801566.579416
  nChanged 6242
		SP:Iteration 8F (9575.440000 sec): 3 clusters
  Score: Raw -7810920.301660 + Penalty 3711.827446 = -7807208.474214
  nChanged 4803
		SP:Iteration 9F (9575.980000 sec): 3 clusters
  Score: Raw -7815266.843089 + Penalty 3711.827446 = -7811555.015644
  nChanged 3131
		SP:Iteration 10Q (9576.560000 sec): 3 clusters
  Score: Raw -7818088.443662 + Penalty 3711.827446 = -7814376.616217
  nChanged 1871
		SP:Iteration 11Q (9577.150000 sec): 3 clusters
  Score: Raw -7819805.040191 + Penalty 3711.827446 = -7816093.212745
  nChanged 1030
		SP:Iteration 12Q (9577.680000 sec): 3 clusters
  Score: Raw -7820885.385701 + Penalty 3711.827446 = -7817173.558255
  nChanged 613
		SP:Iteration 13Q (9578.180000 sec): 3 clusters
  Score: Raw -7821574.337192 + Penalty 3711.827446 = -7817862.509746
  nChanged 411
		SP:Iteration 14Q (9578.670000 sec): 3 clusters
  Score: Raw -7821954.915597 + Penalty 3711.827446 = -7818243.088151
  nChanged 292
		SP:Iteration 15Q (9579.270000 sec): 3 clusters
  Score: Raw -7822129.203938 + Penalty 3711.827446 = -7818417.376492
  nChanged 177
		SP:Iteration 16Q (9579.810000 sec): 3 clusters
  Score: Raw -7822209.487481 + Penalty 3711.827446 = -7818497.660036
  nChanged 139
		SP:Iteration 17Q (9580.350000 sec): 3 clusters
  Score: Raw -7822254.844600 + Penalty 3711.827446 = -7818543.017154
  nChanged 99
		SP:Iteration 18Q (9580.810000 sec): 3 clusters
  Score: Raw -7822285.396773 + Penalty 3711.827446 = -7818573.569327
  nChanged 84
		SP:Iteration 19Q (9581.280000 sec): 3 clusters
  Score: Raw -7822305.730970 + Penalty 3711.827446 = -7818593.903524
  nChanged 55
		SP:Iteration 20F (9581.830000 sec): 3 clusters
  Score: Raw -7822317.844688 + Penalty 3711.827446 = -7818606.017243
  nChanged 41
		SP:Iteration 21Q (9582.330000 sec): 3 clusters
  Score: Raw -7822325.630821 + Penalty 3711.827446 = -7818613.803375
  nChanged 35
		SP:Iteration 22Q (9582.820000 sec): 3 clusters
  Score: Raw -7822331.489078 + Penalty 3711.827446 = -7818619.661632
  nChanged 28
		SP:Iteration 23Q (9583.370000 sec): 3 clusters
  Score: Raw -7822337.259416 + Penalty 3711.827446 = -7818625.431970
  nChanged 26
		SP:Iteration 24Q (9583.910000 sec): 3 clusters
  Score: Raw -7822343.300700 + Penalty 3711.827446 = -7818631.473255
  nChanged 33
		SP:Iteration 25Q (9584.510000 sec): 3 clusters
  Score: Raw -7822350.703612 + Penalty 3711.827446 = -7818638.876166
  nChanged 36
		SP:Iteration 26Q (9585.030000 sec): 3 clusters
  Score: Raw -7822359.326503 + Penalty 3711.827446 = -7818647.499057
  nChanged 29
		SP:Iteration 27Q (9585.560000 sec): 3 clusters
  Score: Raw -7822365.925701 + Penalty 3711.827446 = -7818654.098255
  nChanged 38
		SP:Iteration 28Q (9586.060000 sec): 3 clusters
  Score: Raw -7822375.457808 + Penalty 3711.827446 = -7818663.630362
  nChanged 40
		SP:Iteration 29Q (9586.530000 sec): 3 clusters
  Score: Raw -7822384.883381 + Penalty 3711.827446 = -7818673.055935
  nChanged 40
		SP:Iteration 30Q (9587.000000 sec): 3 clusters
  Score: Raw -7822392.533302 + Penalty 3711.827446 = -7818680.705856
  nChanged 33
		SP:Iteration 31Q (9587.560000 sec): 3 clusters
  Score: Raw -7822398.233298 + Penalty 3711.827446 = -7818686.405853
  nChanged 25
		SP:Iteration 32Q (9588.040000 sec): 3 clusters
  Score: Raw -7822402.847516 + Penalty 3711.827446 = -7818691.020071
  nChanged 25
		SP:Iteration 33Q (9588.570000 sec): 3 clusters
  Score: Raw -7822406.687660 + Penalty 3711.827446 = -7818694.860214
  nChanged 24
		SP:Iteration 34Q (9589.090000 sec): 3 clusters
  Score: Raw -7822410.123308 + Penalty 3711.827446 = -7818698.295862
  nChanged 22
		SP:Iteration 35Q (9589.590000 sec): 3 clusters
  Score: Raw -7822412.213239 + Penalty 3711.827446 = -7818700.385793
  nChanged 9
		SP:Iteration 36Q (9590.090000 sec): 3 clusters
  Score: Raw -7822412.777369 + Penalty 3711.827446 = -7818700.949923
  nChanged 3
		SP:Iteration 37Q (9590.610000 sec): 3 clusters
  Score: Raw -7822412.972204 + Penalty 3711.827446 = -7818701.144758
  nChanged 5
		SP:Iteration 38Q (9591.170000 sec): 3 clusters
  Score: Raw -7822413.645603 + Penalty 3711.827446 = -7818701.818158
  nChanged 10
		SP:Iteration 39Q (9591.680000 sec): 3 clusters
  Score: Raw -7822415.031602 + Penalty 3711.827446 = -7818703.204157
  nChanged 9
		SP:Iteration 40F (9592.310000 sec): 3 clusters
  Score: Raw -7822415.955966 + Penalty 3711.827446 = -7818704.128520
  nChanged 3
		SP:Iteration 41Q (9592.790000 sec): 3 clusters
  Score: Raw -7822416.163119 + Penalty 3711.827446 = -7818704.335674
  nChanged 2
		SP:Iteration 42Q (9593.320000 sec): 3 clusters
  Score: Raw -7822416.474391 + Penalty 3711.827446 = -7818704.646945
  nChanged 5
		SP:Iteration 43Q (9593.810000 sec): 3 clusters
  Score: Raw -7822416.915473 + Penalty 3711.827446 = -7818705.088028
  nChanged 4
		SP:Iteration 44Q (9594.250000 sec): 3 clusters
  Score: Raw -7822417.395369 + Penalty 3711.827446 = -7818705.567923
  nChanged 2
		SP:Iteration 45Q (9594.690000 sec): 3 clusters
  Score: Raw -7822417.532962 + Penalty 3711.827446 = -7818705.705516
  nChanged 1
		SP:Iteration 46Q (9595.160000 sec): 3 clusters
  Score: Raw -7822417.633615 + Penalty 3711.827446 = -7818705.806169
  nChanged 1
		SP:Iteration 47Q (9595.660000 sec): 3 clusters
  Score: Raw -7822417.664646 + Penalty 3711.827446 = -7818705.837200
  nChanged 0
		SP:Iteration 48F (9596.160000 sec): 3 clusters
  Score: Raw -7822417.664646 + Penalty 3711.827446 = -7818705.837200
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9596.290000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9596.530000 sec): 3 clusters
  Score: Raw -34140.729752 + Penalty 1965.395958 = -32175.333794
  nChanged 89
		SP:Iteration 1F (9596.700000 sec): 3 clusters
  Score: Raw -34272.908030 + Penalty 1965.395958 = -32307.512071
  nChanged 31
		SP:Iteration 2F (9596.870000 sec): 3 clusters
  Score: Raw -34338.490385 + Penalty 1965.395958 = -32373.094427
  nChanged 16
		SP:Iteration 3Q (9597.050000 sec): 3 clusters
  Score: Raw -34380.420811 + Penalty 1965.395958 = -32415.024853
  nChanged 11
		SP:Iteration 4Q (9597.200000 sec): 3 clusters
  Score: Raw -34401.935447 + Penalty 1965.395958 = -32436.539489
  nChanged 7
		SP:Iteration 5Q (9597.400000 sec): 3 clusters
  Score: Raw -34411.807100 + Penalty 1965.395958 = -32446.411142
  nChanged 4
		SP:Iteration 6Q (9597.550000 sec): 3 clusters
  Score: Raw -34419.119292 + Penalty 1965.395958 = -32453.723333
  nChanged 4
		SP:Iteration 7Q (9597.710000 sec): 3 clusters
  Score: Raw -34430.914162 + Penalty 1965.395958 = -32465.518204
  nChanged 4
		SP:Iteration 8Q (9597.930000 sec): 3 clusters
  Score: Raw -34439.474107 + Penalty 1965.395958 = -32474.078149
  nChanged 5
		SP:Iteration 9Q (9598.120000 sec): 3 clusters
  Score: Raw -34451.987773 + Penalty 1965.395958 = -32486.591815
  nChanged 4
		SP:Iteration 10Q (9598.310000 sec): 3 clusters
  Score: Raw -34458.766396 + Penalty 1965.395958 = -32493.370438
  nChanged 4
		SP:Iteration 11Q (9598.530000 sec): 3 clusters
  Score: Raw -34470.876676 + Penalty 1965.395958 = -32505.480718
  nChanged 4
		SP:Iteration 12Q (9598.720000 sec): 3 clusters
  Score: Raw -34483.281569 + Penalty 1965.395958 = -32517.885611
  nChanged 1
		SP:Iteration 13Q (9598.900000 sec): 3 clusters
  Score: Raw -34484.796311 + Penalty 1965.395958 = -32519.400353
  nChanged 2
		SP:Iteration 14Q (9599.130000 sec): 3 clusters
  Score: Raw -34493.855337 + Penalty 1965.395958 = -32528.459378
  nChanged 1
		SP:Iteration 15Q (9599.320000 sec): 3 clusters
  Score: Raw -34494.430244 + Penalty 1965.395958 = -32529.034286
  nChanged 0
		SP:Iteration 16F (9599.500000 sec): 3 clusters
  Score: Raw -34494.430244 + Penalty 1965.395958 = -32529.034286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9599.660000 sec): 2 clusters
  Score: Raw -257358.294050 + Penalty 1332.055298 = -256026.238753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9599.880000 sec): 3 clusters
  Score: Raw -255637.541845 + Penalty 2664.110596 = -252973.431250
  nChanged 1406
		SP:Iteration 1F (9600.060000 sec): 3 clusters
  Score: Raw -256487.056177 + Penalty 2664.110596 = -253822.945581
  nChanged 316
		SP:Iteration 2F (9600.250000 sec): 3 clusters
  Score: Raw -256745.601577 + Penalty 2664.110596 = -254081.490981
  nChanged 244
		SP:Iteration 3F (9600.430000 sec): 3 clusters
  Score: Raw -256971.379517 + Penalty 2664.110596 = -254307.268921
  nChanged 221
		SP:Iteration 4F (9600.640000 sec): 3 clusters
  Score: Raw -257181.267983 + Penalty 2664.110596 = -254517.157387
  nChanged 204
		SP:Iteration 5F (9600.820000 sec): 3 clusters
  Score: Raw -257364.565576 + Penalty 2664.110596 = -254700.454980
  nChanged 159
		SP:Iteration 6Q (9601.010000 sec): 3 clusters
  Score: Raw -257493.536752 + Penalty 2664.110596 = -254829.426157
  nChanged 133
		SP:Iteration 7Q (9601.260000 sec): 3 clusters
  Score: Raw -257603.351277 + Penalty 2664.110596 = -254939.240682
  nChanged 95
		SP:Iteration 8Q (9601.490000 sec): 3 clusters
  Score: Raw -257669.101746 + Penalty 2664.110596 = -255004.991150
  nChanged 85
		SP:Iteration 9Q (9601.650000 sec): 3 clusters
  Score: Raw -257725.222070 + Penalty 2664.110596 = -255061.111474
  nChanged 80
		SP:Iteration 10Q (9601.870000 sec): 3 clusters
  Score: Raw -257770.812837 + Penalty 2664.110596 = -255106.702241
  nChanged 66
		SP:Iteration 11Q (9602.040000 sec): 3 clusters
  Score: Raw -257817.696374 + Penalty 2664.110596 = -255153.585778
  nChanged 63
		SP:Iteration 12Q (9602.210000 sec): 3 clusters
  Score: Raw -257861.237075 + Penalty 2664.110596 = -255197.126480
  nChanged 62
		SP:Iteration 13Q (9602.410000 sec): 3 clusters
  Score: Raw -257904.149596 + Penalty 2664.110596 = -255240.039000
  nChanged 49
		SP:Iteration 14Q (9602.570000 sec): 3 clusters
  Score: Raw -257934.361894 + Penalty 2664.110596 = -255270.251298
  nChanged 30
		SP:Iteration 15Q (9602.690000 sec): 3 clusters
  Score: Raw -257949.581388 + Penalty 2664.110596 = -255285.470792
  nChanged 24
		SP:Iteration 16Q (9602.820000 sec): 3 clusters
  Score: Raw -257965.033337 + Penalty 2664.110596 = -255300.922742
  nChanged 28
		SP:Iteration 17Q (9602.950000 sec): 3 clusters
  Score: Raw -257977.916618 + Penalty 2664.110596 = -255313.806022
  nChanged 18
		SP:Iteration 18Q (9603.070000 sec): 3 clusters
  Score: Raw -257988.664780 + Penalty 2664.110596 = -255324.554184
  nChanged 18
		SP:Iteration 19Q (9603.200000 sec): 3 clusters
  Score: Raw -257997.824280 + Penalty 2664.110596 = -255333.713684
  nChanged 15
		SP:Iteration 20F (9603.320000 sec): 3 clusters
  Score: Raw -258005.558394 + Penalty 2664.110596 = -255341.447798
  nChanged 18
		SP:Iteration 21Q (9603.450000 sec): 3 clusters
  Score: Raw -258014.848478 + Penalty 2664.110596 = -255350.737882
  nChanged 16
		SP:Iteration 22Q (9603.570000 sec): 3 clusters
  Score: Raw -258022.970093 + Penalty 2664.110596 = -255358.859498
  nChanged 13
		SP:Iteration 23Q (9603.700000 sec): 3 clusters
  Score: Raw -258027.563512 + Penalty 2664.110596 = -255363.452916
  nChanged 9
		SP:Iteration 24Q (9603.830000 sec): 3 clusters
  Score: Raw -258031.095125 + Penalty 2664.110596 = -255366.984529
  nChanged 5
		SP:Iteration 25Q (9603.950000 sec): 3 clusters
  Score: Raw -258032.406127 + Penalty 2664.110596 = -255368.295532
  nChanged 5
		SP:Iteration 26Q (9604.080000 sec): 3 clusters
  Score: Raw -258034.663238 + Penalty 2664.110596 = -255370.552643
  nChanged 5
		SP:Iteration 27Q (9604.260000 sec): 3 clusters
  Score: Raw -258036.374877 + Penalty 2664.110596 = -255372.264281
  nChanged 3
		SP:Iteration 28Q (9604.400000 sec): 3 clusters
  Score: Raw -258037.994567 + Penalty 2664.110596 = -255373.883971
  nChanged 7
		SP:Iteration 29Q (9604.510000 sec): 3 clusters
  Score: Raw -258041.072546 + Penalty 2664.110596 = -255376.961950
  nChanged 6
		SP:Iteration 30Q (9604.640000 sec): 3 clusters
  Score: Raw -258044.173133 + Penalty 2664.110596 = -255380.062537
  nChanged 3
		SP:Iteration 31Q (9604.770000 sec): 3 clusters
  Score: Raw -258045.070411 + Penalty 2664.110596 = -255380.959816
  nChanged 1
		SP:Iteration 32Q (9604.890000 sec): 3 clusters
  Score: Raw -258045.404817 + Penalty 2664.110596 = -255381.294222
  nChanged 2
		SP:Iteration 33Q (9605.020000 sec): 3 clusters
  Score: Raw -258046.101085 + Penalty 2664.110596 = -255381.990489
  nChanged 4
		SP:Iteration 34Q (9605.150000 sec): 3 clusters
  Score: Raw -258046.894329 + Penalty 2664.110596 = -255382.783733
  nChanged 1
		SP:Iteration 35Q (9605.280000 sec): 3 clusters
  Score: Raw -258047.286516 + Penalty 2664.110596 = -255383.175920
  nChanged 3
		SP:Iteration 36Q (9605.410000 sec): 3 clusters
  Score: Raw -258047.715554 + Penalty 2664.110596 = -255383.604958
  nChanged 0
		SP:Iteration 37F (9605.530000 sec): 3 clusters
  Score: Raw -258047.715554 + Penalty 2664.110596 = -255383.604958
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9605.650000 sec): 2 clusters
  Score: Raw -279164.480025 + Penalty 1322.231765 = -277842.248260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9605.770000 sec): 3 clusters
  Score: Raw -277527.738841 + Penalty 2644.463531 = -274883.275310
  nChanged 1290
		SP:Iteration 1F (9605.900000 sec): 3 clusters
  Score: Raw -278299.684871 + Penalty 2644.463531 = -275655.221340
  nChanged 250
		SP:Iteration 2F (9606.030000 sec): 3 clusters
  Score: Raw -278445.154574 + Penalty 2644.463531 = -275800.691043
  nChanged 162
		SP:Iteration 3Q (9606.150000 sec): 3 clusters
  Score: Raw -278527.729632 + Penalty 2644.463531 = -275883.266101
  nChanged 129
		SP:Iteration 4Q (9606.280000 sec): 3 clusters
  Score: Raw -278590.014500 + Penalty 2644.463531 = -275945.550970
  nChanged 125
		SP:Iteration 5Q (9606.410000 sec): 3 clusters
  Score: Raw -278651.440045 + Penalty 2644.463531 = -276006.976514
  nChanged 85
		SP:Iteration 6Q (9606.530000 sec): 3 clusters
  Score: Raw -278688.875785 + Penalty 2644.463531 = -276044.412254
  nChanged 69
		SP:Iteration 7Q (9606.660000 sec): 3 clusters
  Score: Raw -278715.927787 + Penalty 2644.463531 = -276071.464256
  nChanged 65
		SP:Iteration 8Q (9606.790000 sec): 3 clusters
  Score: Raw -278750.067136 + Penalty 2644.463531 = -276105.603605
  nChanged 69
		SP:Iteration 9Q (9606.920000 sec): 3 clusters
  Score: Raw -278781.982182 + Penalty 2644.463531 = -276137.518651
  nChanged 64
		SP:Iteration 10Q (9607.050000 sec): 3 clusters
  Score: Raw -278809.889787 + Penalty 2644.463531 = -276165.426257
  nChanged 62
		SP:Iteration 11Q (9607.170000 sec): 3 clusters
  Score: Raw -278837.255744 + Penalty 2644.463531 = -276192.792213
  nChanged 64
		SP:Iteration 12Q (9607.300000 sec): 3 clusters
  Score: Raw -278868.492559 + Penalty 2644.463531 = -276224.029029
  nChanged 56
		SP:Iteration 13Q (9607.430000 sec): 3 clusters
  Score: Raw -278894.503717 + Penalty 2644.463531 = -276250.040186
  nChanged 38
		SP:Iteration 14Q (9607.560000 sec): 3 clusters
  Score: Raw -278916.783535 + Penalty 2644.463531 = -276272.320004
  nChanged 48
		SP:Iteration 15Q (9607.690000 sec): 3 clusters
  Score: Raw -278939.968222 + Penalty 2644.463531 = -276295.504692
  nChanged 41
		SP:Iteration 16Q (9607.820000 sec): 3 clusters
  Score: Raw -278959.257388 + Penalty 2644.463531 = -276314.793858
  nChanged 37
		SP:Iteration 17Q (9607.940000 sec): 3 clusters
  Score: Raw -278976.194968 + Penalty 2644.463531 = -276331.731438
  nChanged 35
		SP:Iteration 18Q (9608.070000 sec): 3 clusters
  Score: Raw -278989.873884 + Penalty 2644.463531 = -276345.410353
  nChanged 27
		SP:Iteration 19Q (9608.210000 sec): 3 clusters
  Score: Raw -279000.778162 + Penalty 2644.463531 = -276356.314631
  nChanged 27
		SP:Iteration 20F (9608.380000 sec): 3 clusters
  Score: Raw -279010.411634 + Penalty 2644.463531 = -276365.948103
  nChanged 21
		SP:Iteration 21Q (9608.520000 sec): 3 clusters
  Score: Raw -279020.560527 + Penalty 2644.463531 = -276376.096996
  nChanged 30
		SP:Iteration 22Q (9608.720000 sec): 3 clusters
  Score: Raw -279040.341947 + Penalty 2644.463531 = -276395.878416
  nChanged 29
		SP:Iteration 23Q (9608.920000 sec): 3 clusters
  Score: Raw -279058.949725 + Penalty 2644.463531 = -276414.486194
  nChanged 26
		SP:Iteration 24Q (9609.100000 sec): 3 clusters
  Score: Raw -279073.061369 + Penalty 2644.463531 = -276428.597839
  nChanged 31
		SP:Iteration 25Q (9609.240000 sec): 3 clusters
  Score: Raw -279090.557732 + Penalty 2644.463531 = -276446.094201
  nChanged 29
		SP:Iteration 26Q (9609.410000 sec): 3 clusters
  Score: Raw -279110.248990 + Penalty 2644.463531 = -276465.785460
  nChanged 43
		SP:Iteration 27Q (9609.550000 sec): 3 clusters
  Score: Raw -279136.821517 + Penalty 2644.463531 = -276492.357986
  nChanged 32
		SP:Iteration 28Q (9609.730000 sec): 3 clusters
  Score: Raw -279155.939366 + Penalty 2644.463531 = -276511.475835
  nChanged 29
		SP:Iteration 29Q (9609.860000 sec): 3 clusters
  Score: Raw -279170.422002 + Penalty 2644.463531 = -276525.958471
  nChanged 23
		SP:Iteration 30Q (9610.050000 sec): 3 clusters
  Score: Raw -279186.446428 + Penalty 2644.463531 = -276541.982897
  nChanged 19
		SP:Iteration 31Q (9610.200000 sec): 3 clusters
  Score: Raw -279196.164489 + Penalty 2644.463531 = -276551.700959
  nChanged 12
		SP:Iteration 32Q (9610.390000 sec): 3 clusters
  Score: Raw -279201.760269 + Penalty 2644.463531 = -276557.296738
  nChanged 8
		SP:Iteration 33Q (9610.600000 sec): 3 clusters
  Score: Raw -279207.662058 + Penalty 2644.463531 = -276563.198527
  nChanged 9
		SP:Iteration 34Q (9610.780000 sec): 3 clusters
  Score: Raw -279215.285895 + Penalty 2644.463531 = -276570.822364
  nChanged 8
		SP:Iteration 35Q (9610.960000 sec): 3 clusters
  Score: Raw -279220.281347 + Penalty 2644.463531 = -276575.817816
  nChanged 7
		SP:Iteration 36Q (9611.140000 sec): 3 clusters
  Score: Raw -279223.407983 + Penalty 2644.463531 = -276578.944453
  nChanged 5
		SP:Iteration 37Q (9611.340000 sec): 3 clusters
  Score: Raw -279225.356072 + Penalty 2644.463531 = -276580.892541
  nChanged 4
		SP:Iteration 38Q (9611.500000 sec): 3 clusters
  Score: Raw -279227.751216 + Penalty 2644.463531 = -276583.287685
  nChanged 5
		SP:Iteration 39Q (9611.660000 sec): 3 clusters
  Score: Raw -279231.057423 + Penalty 2644.463531 = -276586.593893
  nChanged 5
		SP:Iteration 40F (9611.830000 sec): 3 clusters
  Score: Raw -279233.939762 + Penalty 2644.463531 = -276589.476231
  nChanged 5
		SP:Iteration 41Q (9612.000000 sec): 3 clusters
  Score: Raw -279236.940963 + Penalty 2644.463531 = -276592.477432
  nChanged 8
		SP:Iteration 42Q (9612.180000 sec): 3 clusters
  Score: Raw -279245.136194 + Penalty 2644.463531 = -276600.672663
  nChanged 8
		SP:Iteration 43Q (9612.360000 sec): 3 clusters
  Score: Raw -279250.759142 + Penalty 2644.463531 = -276606.295612
  nChanged 7
		SP:Iteration 44Q (9612.600000 sec): 3 clusters
  Score: Raw -279254.477721 + Penalty 2644.463531 = -276610.014190
  nChanged 5
		SP:Iteration 45Q (9612.760000 sec): 3 clusters
  Score: Raw -279259.452677 + Penalty 2644.463531 = -276614.989146
  nChanged 4
		SP:Iteration 46Q (9612.970000 sec): 3 clusters
  Score: Raw -279262.113608 + Penalty 2644.463531 = -276617.650077
  nChanged 4
		SP:Iteration 47Q (9613.170000 sec): 3 clusters
  Score: Raw -279265.198765 + Penalty 2644.463531 = -276620.735234
  nChanged 6
		SP:Iteration 48Q (9613.420000 sec): 3 clusters
  Score: Raw -279270.568917 + Penalty 2644.463531 = -276626.105387
  nChanged 9
		SP:Iteration 49Q (9613.660000 sec): 3 clusters
  Score: Raw -279278.187792 + Penalty 2644.463531 = -276633.724261
  nChanged 9
		SP:Iteration 50Q (9613.850000 sec): 3 clusters
  Score: Raw -279283.623588 + Penalty 2644.463531 = -276639.160057
  nChanged 5
		SP:Iteration 51Q (9614.020000 sec): 3 clusters
  Score: Raw -279287.741504 + Penalty 2644.463531 = -276643.277973
  nChanged 5
		SP:Iteration 52Q (9614.210000 sec): 3 clusters
  Score: Raw -279290.951061 + Penalty 2644.463531 = -276646.487530
  nChanged 6
		SP:Iteration 53Q (9614.410000 sec): 3 clusters
  Score: Raw -279296.283205 + Penalty 2644.463531 = -276651.819675
  nChanged 7
		SP:Iteration 54Q (9614.640000 sec): 3 clusters
  Score: Raw -279300.363711 + Penalty 2644.463531 = -276655.900181
  nChanged 2
		SP:Iteration 55Q (9614.810000 sec): 3 clusters
  Score: Raw -279302.004142 + Penalty 2644.463531 = -276657.540611
  nChanged 3
		SP:Iteration 56Q (9615.020000 sec): 3 clusters
  Score: Raw -279303.353173 + Penalty 2644.463531 = -276658.889642
  nChanged 0
		SP:Iteration 57F (9615.220000 sec): 3 clusters
  Score: Raw -279303.353173 + Penalty 2644.463531 = -276658.889642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9615.340000 sec): 2 clusters
  Score: Raw -46869.691404 + Penalty 1056.703382 = -45812.988021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9615.520000 sec): 3 clusters
  Score: Raw -46763.105197 + Penalty 2113.406765 = -44649.698432
  nChanged 160
		SP:Iteration 1F (9615.710000 sec): 3 clusters
  Score: Raw -47037.651284 + Penalty 2113.406765 = -44924.244519
  nChanged 52
		SP:Iteration 2F (9615.920000 sec): 3 clusters
  Score: Raw -47127.495421 + Penalty 2113.406765 = -45014.088656
  nChanged 30
		SP:Iteration 3Q (9616.130000 sec): 3 clusters
  Score: Raw -47191.090188 + Penalty 2113.406765 = -45077.683423
  nChanged 25
		SP:Iteration 4Q (9616.330000 sec): 3 clusters
  Score: Raw -47232.561849 + Penalty 2113.406765 = -45119.155084
  nChanged 21
		SP:Iteration 5Q (9616.510000 sec): 3 clusters
  Score: Raw -47281.886262 + Penalty 2113.406765 = -45168.479497
  nChanged 17
		SP:Iteration 6Q (9616.710000 sec): 3 clusters
  Score: Raw -47338.807484 + Penalty 2113.406765 = -45225.400719
  nChanged 22
		SP:Iteration 7Q (9616.900000 sec): 3 clusters
  Score: Raw -47402.378053 + Penalty 2113.406765 = -45288.971289
  nChanged 17
		SP:Iteration 8Q (9617.080000 sec): 3 clusters
  Score: Raw -47436.738944 + Penalty 2113.406765 = -45323.332179
  nChanged 11
		SP:Iteration 9Q (9617.290000 sec): 3 clusters
  Score: Raw -47462.010734 + Penalty 2113.406765 = -45348.603969
  nChanged 10
		SP:Iteration 10Q (9617.440000 sec): 3 clusters
  Score: Raw -47487.734878 + Penalty 2113.406765 = -45374.328113
  nChanged 4
		SP:Iteration 11Q (9617.650000 sec): 3 clusters
  Score: Raw -47498.550198 + Penalty 2113.406765 = -45385.143433
  nChanged 5
		SP:Iteration 12Q (9617.810000 sec): 3 clusters
  Score: Raw -47502.661938 + Penalty 2113.406765 = -45389.255173
  nChanged 5
		SP:Iteration 13Q (9617.970000 sec): 3 clusters
  Score: Raw -47507.040073 + Penalty 2113.406765 = -45393.633308
  nChanged 3
		SP:Iteration 14Q (9618.130000 sec): 3 clusters
  Score: Raw -47510.340326 + Penalty 2113.406765 = -45396.933561
  nChanged 1
		SP:Iteration 15Q (9618.320000 sec): 3 clusters
  Score: Raw -47511.796909 + Penalty 2113.406765 = -45398.390144
  nChanged 0
		SP:Iteration 16F (9618.480000 sec): 3 clusters
  Score: Raw -47511.796909 + Penalty 2113.406765 = -45398.390144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9618.560000 sec): 2 clusters
  Score: Raw -165940.158951 + Penalty 1249.968418 = -164690.190533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9618.770000 sec): 3 clusters
  Score: Raw -165003.416163 + Penalty 2499.936835 = -162503.479328
  nChanged 807
		SP:Iteration 1F (9618.960000 sec): 3 clusters
  Score: Raw -165568.182161 + Penalty 2499.936835 = -163068.245326
  nChanged 187
		SP:Iteration 2F (9619.110000 sec): 3 clusters
  Score: Raw -165721.762366 + Penalty 2499.936835 = -163221.825530
  nChanged 136
		SP:Iteration 3F (9619.310000 sec): 3 clusters
  Score: Raw -165822.550054 + Penalty 2499.936835 = -163322.613218
  nChanged 100
		SP:Iteration 4Q (9619.550000 sec): 3 clusters
  Score: Raw -165875.621261 + Penalty 2499.936835 = -163375.684426
  nChanged 53
		SP:Iteration 5Q (9619.710000 sec): 3 clusters
  Score: Raw -165904.445367 + Penalty 2499.936835 = -163404.508532
  nChanged 35
		SP:Iteration 6Q (9619.900000 sec): 3 clusters
  Score: Raw -165926.241111 + Penalty 2499.936835 = -163426.304275
  nChanged 23
		SP:Iteration 7Q (9620.100000 sec): 3 clusters
  Score: Raw -165936.962370 + Penalty 2499.936835 = -163437.025534
  nChanged 17
		SP:Iteration 8Q (9620.340000 sec): 3 clusters
  Score: Raw -165943.782189 + Penalty 2499.936835 = -163443.845353
  nChanged 8
		SP:Iteration 9Q (9620.490000 sec): 3 clusters
  Score: Raw -165948.113022 + Penalty 2499.936835 = -163448.176186
  nChanged 9
		SP:Iteration 10Q (9620.690000 sec): 3 clusters
  Score: Raw -165952.256667 + Penalty 2499.936835 = -163452.319831
  nChanged 9
		SP:Iteration 11Q (9620.870000 sec): 3 clusters
  Score: Raw -165957.837083 + Penalty 2499.936835 = -163457.900248
  nChanged 10
		SP:Iteration 12Q (9621.020000 sec): 3 clusters
  Score: Raw -165963.988452 + Penalty 2499.936835 = -163464.051617
  nChanged 6
		SP:Iteration 13Q (9621.270000 sec): 3 clusters
  Score: Raw -165968.714515 + Penalty 2499.936835 = -163468.777680
  nChanged 5
		SP:Iteration 14Q (9621.430000 sec): 3 clusters
  Score: Raw -165971.808974 + Penalty 2499.936835 = -163471.872138
  nChanged 7
		SP:Iteration 15Q (9621.580000 sec): 3 clusters
  Score: Raw -165975.200908 + Penalty 2499.936835 = -163475.264073
  nChanged 2
		SP:Iteration 16Q (9621.750000 sec): 3 clusters
  Score: Raw -165975.812040 + Penalty 2499.936835 = -163475.875204
  nChanged 2
		SP:Iteration 17Q (9621.900000 sec): 3 clusters
  Score: Raw -165976.363068 + Penalty 2499.936835 = -163476.426232
  nChanged 2
		SP:Iteration 18Q (9622.130000 sec): 3 clusters
  Score: Raw -165977.453327 + Penalty 2499.936835 = -163477.516492
  nChanged 5
		SP:Iteration 19Q (9622.310000 sec): 3 clusters
  Score: Raw -165978.846579 + Penalty 2499.936835 = -163478.909744
  nChanged 1
		SP:Iteration 20F (9622.460000 sec): 3 clusters
  Score: Raw -165979.125981 + Penalty 2499.936835 = -163479.189145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9622.550000 sec): 2 clusters
  Score: Raw -11727.678273 + Penalty 856.862428 = -10870.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9622.740000 sec): 3 clusters
  Score: Raw -11828.932122 + Penalty 1713.724857 = -10115.207265
  nChanged 32
		SP:Iteration 1F (9622.930000 sec): 3 clusters
  Score: Raw -11937.744873 + Penalty 1713.724857 = -10224.020016
  nChanged 11
		SP:Iteration 2F (9623.120000 sec): 3 clusters
  Score: Raw -11997.988200 + Penalty 1713.724857 = -10284.263344
  nChanged 5
		SP:Iteration 3Q (9623.300000 sec): 3 clusters
  Score: Raw -12032.228248 + Penalty 1713.724857 = -10318.503392
  nChanged 4
		SP:Iteration 4Q (9623.440000 sec): 3 clusters
  Score: Raw -12066.253637 + Penalty 1713.724857 = -10352.528780
  nChanged 0
		SP:Iteration 5F (9623.620000 sec): 3 clusters
  Score: Raw -12066.253637 + Penalty 1713.724857 = -10352.528780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9623.700000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9623.900000 sec): 3 clusters
  Score: Raw -223666.054862 + Penalty 2572.725381 = -221093.329481
  nChanged 1037
		SP:Iteration 1F (9624.070000 sec): 3 clusters
  Score: Raw -224312.068237 + Penalty 2572.725381 = -221739.342855
  nChanged 228
		SP:Iteration 2F (9624.280000 sec): 3 clusters
  Score: Raw -224452.265463 + Penalty 2572.725381 = -221879.540082
  nChanged 149
		SP:Iteration 3F (9624.430000 sec): 3 clusters
  Score: Raw -224538.796834 + Penalty 2572.725381 = -221966.071453
  nChanged 101
		SP:Iteration 4Q (9624.640000 sec): 3 clusters
  Score: Raw -224604.829487 + Penalty 2572.725381 = -222032.104106
  nChanged 99
		SP:Iteration 5Q (9624.780000 sec): 3 clusters
  Score: Raw -224659.851317 + Penalty 2572.725381 = -222087.125936
  nChanged 87
		SP:Iteration 6Q (9624.980000 sec): 3 clusters
  Score: Raw -224712.571294 + Penalty 2572.725381 = -222139.845912
  nChanged 86
		SP:Iteration 7Q (9625.160000 sec): 3 clusters
  Score: Raw -224759.346724 + Penalty 2572.725381 = -222186.621342
  nChanged 69
		SP:Iteration 8Q (9625.360000 sec): 3 clusters
  Score: Raw -224807.626369 + Penalty 2572.725381 = -222234.900988
  nChanged 72
		SP:Iteration 9Q (9625.560000 sec): 3 clusters
  Score: Raw -224850.136622 + Penalty 2572.725381 = -222277.411241
  nChanged 57
		SP:Iteration 10Q (9625.720000 sec): 3 clusters
  Score: Raw -224880.449978 + Penalty 2572.725381 = -222307.724597
  nChanged 49
		SP:Iteration 11Q (9625.900000 sec): 3 clusters
  Score: Raw -224911.367368 + Penalty 2572.725381 = -222338.641987
  nChanged 42
		SP:Iteration 12Q (9626.100000 sec): 3 clusters
  Score: Raw -224934.993688 + Penalty 2572.725381 = -222362.268306
  nChanged 37
		SP:Iteration 13Q (9626.270000 sec): 3 clusters
  Score: Raw -224953.894320 + Penalty 2572.725381 = -222381.168939
  nChanged 25
		SP:Iteration 14Q (9626.490000 sec): 3 clusters
  Score: Raw -224965.593870 + Penalty 2572.725381 = -222392.868489
  nChanged 17
		SP:Iteration 15Q (9626.660000 sec): 3 clusters
  Score: Raw -224976.799452 + Penalty 2572.725381 = -222404.074070
  nChanged 23
		SP:Iteration 16Q (9626.860000 sec): 3 clusters
  Score: Raw -224986.882858 + Penalty 2572.725381 = -222414.157476
  nChanged 21
		SP:Iteration 17Q (9627.050000 sec): 3 clusters
  Score: Raw -224996.072864 + Penalty 2572.725381 = -222423.347482
  nChanged 22
		SP:Iteration 18Q (9627.200000 sec): 3 clusters
  Score: Raw -225006.390750 + Penalty 2572.725381 = -222433.665369
  nChanged 10
		SP:Iteration 19Q (9627.390000 sec): 3 clusters
  Score: Raw -225010.332453 + Penalty 2572.725381 = -222437.607072
  nChanged 11
		SP:Iteration 20F (9627.600000 sec): 3 clusters
  Score: Raw -225014.066045 + Penalty 2572.725381 = -222441.340664
  nChanged 7
		SP:Iteration 21Q (9627.790000 sec): 3 clusters
  Score: Raw -225015.950680 + Penalty 2572.725381 = -222443.225299
  nChanged 3
		SP:Iteration 22Q (9627.990000 sec): 3 clusters
  Score: Raw -225016.504999 + Penalty 2572.725381 = -222443.779618
  nChanged 2
		SP:Iteration 23Q (9628.190000 sec): 3 clusters
  Score: Raw -225016.817093 + Penalty 2572.725381 = -222444.091712
  nChanged 0
		SP:Iteration 24F (9628.350000 sec): 3 clusters
  Score: Raw -225016.817093 + Penalty 2572.725381 = -222444.091712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9628.450000 sec): 2 clusters
  Score: Raw -365563.016069 + Penalty 1396.459760 = -364166.556309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9628.690000 sec): 3 clusters
  Score: Raw -362816.776648 + Penalty 2792.919520 = -360023.857128
  nChanged 2197
		SP:Iteration 1F (9628.840000 sec): 3 clusters
  Score: Raw -364623.552085 + Penalty 2792.919520 = -361830.632565
  nChanged 629
		SP:Iteration 2F (9629.090000 sec): 3 clusters
  Score: Raw -365339.791092 + Penalty 2792.919520 = -362546.871572
  nChanged 449
		SP:Iteration 3F (9629.270000 sec): 3 clusters
  Score: Raw -365782.090296 + Penalty 2792.919520 = -362989.170776
  nChanged 354
		SP:Iteration 4F (9629.440000 sec): 3 clusters
  Score: Raw -366083.156802 + Penalty 2792.919520 = -363290.237282
  nChanged 256
		SP:Iteration 5Q (9629.630000 sec): 3 clusters
  Score: Raw -366271.059107 + Penalty 2792.919520 = -363478.139587
  nChanged 188
		SP:Iteration 6Q (9629.870000 sec): 3 clusters
  Score: Raw -366384.174462 + Penalty 2792.919520 = -363591.254942
  nChanged 126
		SP:Iteration 7Q (9630.050000 sec): 3 clusters
  Score: Raw -366438.400907 + Penalty 2792.919520 = -363645.481387
  nChanged 84
		SP:Iteration 8Q (9630.250000 sec): 3 clusters
  Score: Raw -366472.467903 + Penalty 2792.919520 = -363679.548383
  nChanged 57
		SP:Iteration 9Q (9630.500000 sec): 3 clusters
  Score: Raw -366490.976751 + Penalty 2792.919520 = -363698.057231
  nChanged 43
		SP:Iteration 10Q (9630.670000 sec): 3 clusters
  Score: Raw -366502.837331 + Penalty 2792.919520 = -363709.917812
  nChanged 30
		SP:Iteration 11Q (9630.910000 sec): 3 clusters
  Score: Raw -366509.440558 + Penalty 2792.919520 = -363716.521038
  nChanged 25
		SP:Iteration 12Q (9631.170000 sec): 3 clusters
  Score: Raw -366517.252881 + Penalty 2792.919520 = -363724.333362
  nChanged 21
		SP:Iteration 13Q (9631.320000 sec): 3 clusters
  Score: Raw -366521.629436 + Penalty 2792.919520 = -363728.709916
  nChanged 19
		SP:Iteration 14Q (9631.570000 sec): 3 clusters
  Score: Raw -366528.281186 + Penalty 2792.919520 = -363735.361666
  nChanged 23
		SP:Iteration 15Q (9631.770000 sec): 3 clusters
  Score: Raw -366534.769221 + Penalty 2792.919520 = -363741.849701
  nChanged 24
		SP:Iteration 16Q (9631.980000 sec): 3 clusters
  Score: Raw -366541.945061 + Penalty 2792.919520 = -363749.025541
  nChanged 26
		SP:Iteration 17Q (9632.130000 sec): 3 clusters
  Score: Raw -366549.156459 + Penalty 2792.919520 = -363756.236940
  nChanged 23
		SP:Iteration 18Q (9632.360000 sec): 3 clusters
  Score: Raw -366554.572439 + Penalty 2792.919520 = -363761.652919
  nChanged 18
		SP:Iteration 19Q (9632.570000 sec): 3 clusters
  Score: Raw -366559.660156 + Penalty 2792.919520 = -363766.740636
  nChanged 17
		SP:Iteration 20F (9632.750000 sec): 3 clusters
  Score: Raw -366563.412908 + Penalty 2792.919520 = -363770.493388
  nChanged 13
		SP:Iteration 21Q (9633.000000 sec): 3 clusters
  Score: Raw -366565.451212 + Penalty 2792.919520 = -363772.531692
  nChanged 13
		SP:Iteration 22Q (9633.200000 sec): 3 clusters
  Score: Raw -366568.274579 + Penalty 2792.919520 = -363775.355059
  nChanged 12
		SP:Iteration 23Q (9633.390000 sec): 3 clusters
  Score: Raw -366570.543611 + Penalty 2792.919520 = -363777.624092
  nChanged 12
		SP:Iteration 24Q (9633.590000 sec): 3 clusters
  Score: Raw -366574.592899 + Penalty 2792.919520 = -363781.673379
  nChanged 17
		SP:Iteration 25Q (9633.790000 sec): 3 clusters
  Score: Raw -366580.369337 + Penalty 2792.919520 = -363787.449818
  nChanged 21
		SP:Iteration 26Q (9634.020000 sec): 3 clusters
  Score: Raw -366585.143779 + Penalty 2792.919520 = -363792.224259
  nChanged 18
		SP:Iteration 27Q (9634.220000 sec): 3 clusters
  Score: Raw -366590.243290 + Penalty 2792.919520 = -363797.323770
  nChanged 14
		SP:Iteration 28Q (9634.380000 sec): 3 clusters
  Score: Raw -366594.597932 + Penalty 2792.919520 = -363801.678412
  nChanged 21
		SP:Iteration 29Q (9634.600000 sec): 3 clusters
  Score: Raw -366599.866735 + Penalty 2792.919520 = -363806.947215
  nChanged 24
		SP:Iteration 30Q (9634.780000 sec): 3 clusters
  Score: Raw -366606.694245 + Penalty 2792.919520 = -363813.774725
  nChanged 22
		SP:Iteration 31Q (9634.970000 sec): 3 clusters
  Score: Raw -366614.567113 + Penalty 2792.919520 = -363821.647593
  nChanged 23
		SP:Iteration 32Q (9635.220000 sec): 3 clusters
  Score: Raw -366619.817239 + Penalty 2792.919520 = -363826.897719
  nChanged 16
		SP:Iteration 33Q (9635.400000 sec): 3 clusters
  Score: Raw -366623.739197 + Penalty 2792.919520 = -363830.819677
  nChanged 16
		SP:Iteration 34Q (9635.590000 sec): 3 clusters
  Score: Raw -366628.236333 + Penalty 2792.919520 = -363835.316814
  nChanged 20
		SP:Iteration 35Q (9635.810000 sec): 3 clusters
  Score: Raw -366634.918582 + Penalty 2792.919520 = -363841.999062
  nChanged 24
		SP:Iteration 36Q (9636.000000 sec): 3 clusters
  Score: Raw -366643.234999 + Penalty 2792.919520 = -363850.315479
  nChanged 24
		SP:Iteration 37Q (9636.160000 sec): 3 clusters
  Score: Raw -366649.730650 + Penalty 2792.919520 = -363856.811130
  nChanged 23
		SP:Iteration 38Q (9636.370000 sec): 3 clusters
  Score: Raw -366655.891563 + Penalty 2792.919520 = -363862.972043
  nChanged 21
		SP:Iteration 39Q (9636.550000 sec): 3 clusters
  Score: Raw -366661.546639 + Penalty 2792.919520 = -363868.627120
  nChanged 17
		SP:Iteration 40F (9636.700000 sec): 3 clusters
  Score: Raw -366664.759601 + Penalty 2792.919520 = -363871.840081
  nChanged 11
		SP:Iteration 41Q (9636.890000 sec): 3 clusters
  Score: Raw -366666.828951 + Penalty 2792.919520 = -363873.909431
  nChanged 10
		SP:Iteration 42Q (9637.140000 sec): 3 clusters
  Score: Raw -366669.832093 + Penalty 2792.919520 = -363876.912574
  nChanged 10
		SP:Iteration 43Q (9637.320000 sec): 3 clusters
  Score: Raw -366671.650457 + Penalty 2792.919520 = -363878.730937
  nChanged 4
		SP:Iteration 44Q (9637.560000 sec): 3 clusters
  Score: Raw -366672.238726 + Penalty 2792.919520 = -363879.319206
  nChanged 4
		SP:Iteration 45Q (9637.730000 sec): 3 clusters
  Score: Raw -366673.015963 + Penalty 2792.919520 = -363880.096443
  nChanged 7
		SP:Iteration 46Q (9637.930000 sec): 3 clusters
  Score: Raw -366674.506093 + Penalty 2792.919520 = -363881.586573
  nChanged 5
		SP:Iteration 47Q (9638.190000 sec): 3 clusters
  Score: Raw -366675.396186 + Penalty 2792.919520 = -363882.476666
  nChanged 4
		SP:Iteration 48Q (9638.390000 sec): 3 clusters
  Score: Raw -366676.214170 + Penalty 2792.919520 = -363883.294651
  nChanged 4
		SP:Iteration 49Q (9638.600000 sec): 3 clusters
  Score: Raw -366677.646970 + Penalty 2792.919520 = -363884.727450
  nChanged 6
		SP:Iteration 50Q (9638.850000 sec): 3 clusters
  Score: Raw -366679.256197 + Penalty 2792.919520 = -363886.336677
  nChanged 6
		SP:Iteration 51Q (9639.040000 sec): 3 clusters
  Score: Raw -366680.983742 + Penalty 2792.919520 = -363888.064223
  nChanged 4
		SP:Iteration 52Q (9639.240000 sec): 3 clusters
  Score: Raw -366682.001686 + Penalty 2792.919520 = -363889.082166
  nChanged 3
		SP:Iteration 53Q (9639.480000 sec): 3 clusters
  Score: Raw -366682.592951 + Penalty 2792.919520 = -363889.673431
  nChanged 2
		SP:Iteration 54Q (9639.700000 sec): 3 clusters
  Score: Raw -366682.968413 + Penalty 2792.919520 = -363890.048893
  nChanged 3
		SP:Iteration 55Q (9639.900000 sec): 3 clusters
  Score: Raw -366683.411325 + Penalty 2792.919520 = -363890.491805
  nChanged 5
		SP:Iteration 56Q (9640.110000 sec): 3 clusters
  Score: Raw -366684.220005 + Penalty 2792.919520 = -363891.300485
  nChanged 9
		SP:Iteration 57Q (9640.320000 sec): 3 clusters
  Score: Raw -366687.870093 + Penalty 2792.919520 = -363894.950573
  nChanged 8
		SP:Iteration 58Q (9640.540000 sec): 3 clusters
  Score: Raw -366690.217352 + Penalty 2792.919520 = -363897.297832
  nChanged 5
		SP:Iteration 59Q (9640.720000 sec): 3 clusters
  Score: Raw -366691.270088 + Penalty 2792.919520 = -363898.350568
  nChanged 5
		SP:Iteration 60F (9640.880000 sec): 3 clusters
  Score: Raw -366691.990011 + Penalty 2792.919520 = -363899.070491
  nChanged 2
		SP:Iteration 61Q (9641.070000 sec): 3 clusters
  Score: Raw -366692.297075 + Penalty 2792.919520 = -363899.377555
  nChanged 2
		SP:Iteration 62Q (9641.260000 sec): 3 clusters
  Score: Raw -366692.541902 + Penalty 2792.919520 = -363899.622382
  nChanged 1
		SP:Iteration 63Q (9641.460000 sec): 3 clusters
  Score: Raw -366692.718557 + Penalty 2792.919520 = -363899.799037
  nChanged 1
		SP:Iteration 64Q (9641.620000 sec): 3 clusters
  Score: Raw -366692.818928 + Penalty 2792.919520 = -363899.899408
  nChanged 3
		SP:Iteration 65Q (9641.820000 sec): 3 clusters
  Score: Raw -366693.114638 + Penalty 2792.919520 = -363900.195119
  nChanged 2
		SP:Iteration 66Q (9642.030000 sec): 3 clusters
  Score: Raw -366693.675273 + Penalty 2792.919520 = -363900.755753
  nChanged 2
		SP:Iteration 67Q (9642.220000 sec): 3 clusters
  Score: Raw -366693.970449 + Penalty 2792.919520 = -363901.050929
  nChanged 3
		SP:Iteration 68Q (9642.380000 sec): 3 clusters
  Score: Raw -366694.410434 + Penalty 2792.919520 = -363901.490914
  nChanged 0
		SP:Iteration 69F (9642.600000 sec): 3 clusters
  Score: Raw -366694.410434 + Penalty 2792.919520 = -363901.490914
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9642.680000 sec): 2 clusters
  Score: Raw -122362.073621 + Penalty 1218.836041 = -121143.237579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9642.850000 sec): 3 clusters
  Score: Raw -121651.707248 + Penalty 2437.672083 = -119214.035166
  nChanged 637
		SP:Iteration 1F (9643.070000 sec): 3 clusters
  Score: Raw -122205.321156 + Penalty 2437.672083 = -119767.649073
  nChanged 163
		SP:Iteration 2F (9643.230000 sec): 3 clusters
  Score: Raw -122366.162657 + Penalty 2437.672083 = -119928.490574
  nChanged 97
		SP:Iteration 3F (9643.400000 sec): 3 clusters
  Score: Raw -122465.759650 + Penalty 2437.672083 = -120028.087567
  nChanged 73
		SP:Iteration 4Q (9643.590000 sec): 3 clusters
  Score: Raw -122539.505890 + Penalty 2437.672083 = -120101.833807
  nChanged 52
		SP:Iteration 5Q (9643.780000 sec): 3 clusters
  Score: Raw -122579.562150 + Penalty 2437.672083 = -120141.890067
  nChanged 31
		SP:Iteration 6Q (9644.010000 sec): 3 clusters
  Score: Raw -122597.420215 + Penalty 2437.672083 = -120159.748133
  nChanged 31
		SP:Iteration 7Q (9644.200000 sec): 3 clusters
  Score: Raw -122622.439948 + Penalty 2437.672083 = -120184.767865
  nChanged 28
		SP:Iteration 8Q (9644.410000 sec): 3 clusters
  Score: Raw -122644.856138 + Penalty 2437.672083 = -120207.184055
  nChanged 26
		SP:Iteration 9Q (9644.620000 sec): 3 clusters
  Score: Raw -122665.682790 + Penalty 2437.672083 = -120228.010707
  nChanged 21
		SP:Iteration 10Q (9644.790000 sec): 3 clusters
  Score: Raw -122679.693745 + Penalty 2437.672083 = -120242.021663
  nChanged 23
		SP:Iteration 11Q (9645.000000 sec): 3 clusters
  Score: Raw -122695.887759 + Penalty 2437.672083 = -120258.215676
  nChanged 18
		SP:Iteration 12Q (9645.170000 sec): 3 clusters
  Score: Raw -122709.015352 + Penalty 2437.672083 = -120271.343269
  nChanged 18
		SP:Iteration 13Q (9645.390000 sec): 3 clusters
  Score: Raw -122721.417124 + Penalty 2437.672083 = -120283.745041
  nChanged 13
		SP:Iteration 14Q (9645.580000 sec): 3 clusters
  Score: Raw -122729.296597 + Penalty 2437.672083 = -120291.624515
  nChanged 18
		SP:Iteration 15Q (9645.730000 sec): 3 clusters
  Score: Raw -122743.221019 + Penalty 2437.672083 = -120305.548936
  nChanged 16
		SP:Iteration 16Q (9645.920000 sec): 3 clusters
  Score: Raw -122753.546322 + Penalty 2437.672083 = -120315.874239
  nChanged 16
		SP:Iteration 17Q (9646.120000 sec): 3 clusters
  Score: Raw -122768.564965 + Penalty 2437.672083 = -120330.892883
  nChanged 23
		SP:Iteration 18Q (9646.250000 sec): 3 clusters
  Score: Raw -122781.447906 + Penalty 2437.672083 = -120343.775823
  nChanged 23
		SP:Iteration 19Q (9646.450000 sec): 3 clusters
  Score: Raw -122802.845034 + Penalty 2437.672083 = -120365.172951
  nChanged 22
		SP:Iteration 20F (9646.610000 sec): 3 clusters
  Score: Raw -122820.125841 + Penalty 2437.672083 = -120382.453758
  nChanged 16
		SP:Iteration 21Q (9646.800000 sec): 3 clusters
  Score: Raw -122833.905799 + Penalty 2437.672083 = -120396.233716
  nChanged 16
		SP:Iteration 22Q (9647.000000 sec): 3 clusters
  Score: Raw -122847.505362 + Penalty 2437.672083 = -120409.833279
  nChanged 15
		SP:Iteration 23Q (9647.230000 sec): 3 clusters
  Score: Raw -122855.518403 + Penalty 2437.672083 = -120417.846320
  nChanged 11
		SP:Iteration 24Q (9647.450000 sec): 3 clusters
  Score: Raw -122860.140875 + Penalty 2437.672083 = -120422.468792
  nChanged 12
		SP:Iteration 25Q (9647.630000 sec): 3 clusters
  Score: Raw -122865.425371 + Penalty 2437.672083 = -120427.753288
  nChanged 7
		SP:Iteration 26Q (9647.860000 sec): 3 clusters
  Score: Raw -122869.796770 + Penalty 2437.672083 = -120432.124688
  nChanged 9
		SP:Iteration 27Q (9648.080000 sec): 3 clusters
  Score: Raw -122874.708034 + Penalty 2437.672083 = -120437.035952
  nChanged 8
		SP:Iteration 28Q (9648.250000 sec): 3 clusters
  Score: Raw -122878.946863 + Penalty 2437.672083 = -120441.274780
  nChanged 7
		SP:Iteration 29Q (9648.430000 sec): 3 clusters
  Score: Raw -122883.451407 + Penalty 2437.672083 = -120445.779325
  nChanged 7
		SP:Iteration 30Q (9648.630000 sec): 3 clusters
  Score: Raw -122888.469128 + Penalty 2437.672083 = -120450.797046
  nChanged 5
		SP:Iteration 31Q (9648.780000 sec): 3 clusters
  Score: Raw -122891.916386 + Penalty 2437.672083 = -120454.244303
  nChanged 5
		SP:Iteration 32Q (9648.940000 sec): 3 clusters
  Score: Raw -122895.105124 + Penalty 2437.672083 = -120457.433041
  nChanged 5
		SP:Iteration 33Q (9649.110000 sec): 3 clusters
  Score: Raw -122899.082824 + Penalty 2437.672083 = -120461.410741
  nChanged 9
		SP:Iteration 34Q (9649.270000 sec): 3 clusters
  Score: Raw -122903.806838 + Penalty 2437.672083 = -120466.134756
  nChanged 7
		SP:Iteration 35Q (9649.490000 sec): 3 clusters
  Score: Raw -122907.133722 + Penalty 2437.672083 = -120469.461640
  nChanged 3
		SP:Iteration 36Q (9649.650000 sec): 3 clusters
  Score: Raw -122908.473939 + Penalty 2437.672083 = -120470.801857
  nChanged 5
		SP:Iteration 37Q (9649.830000 sec): 3 clusters
  Score: Raw -122909.758925 + Penalty 2437.672083 = -120472.086842
  nChanged 3
		SP:Iteration 38Q (9650.000000 sec): 3 clusters
  Score: Raw -122912.803870 + Penalty 2437.672083 = -120475.131787
  nChanged 3
		SP:Iteration 39Q (9650.180000 sec): 3 clusters
  Score: Raw -122914.519947 + Penalty 2437.672083 = -120476.847865
  nChanged 6
		SP:Iteration 40F (9650.370000 sec): 3 clusters
  Score: Raw -122918.954862 + Penalty 2437.672083 = -120481.282779
  nChanged 6
		SP:Iteration 41Q (9650.530000 sec): 3 clusters
  Score: Raw -122922.677013 + Penalty 2437.672083 = -120485.004931
  nChanged 4
		SP:Iteration 42Q (9650.720000 sec): 3 clusters
  Score: Raw -122926.329822 + Penalty 2437.672083 = -120488.657739
  nChanged 8
		SP:Iteration 43Q (9650.910000 sec): 3 clusters
  Score: Raw -122930.458364 + Penalty 2437.672083 = -120492.786281
  nChanged 4
		SP:Iteration 44Q (9651.050000 sec): 3 clusters
  Score: Raw -122932.787382 + Penalty 2437.672083 = -120495.115299
  nChanged 1
		SP:Iteration 45Q (9651.270000 sec): 3 clusters
  Score: Raw -122933.066230 + Penalty 2437.672083 = -120495.394147
  nChanged 0
		SP:Iteration 46F (9651.450000 sec): 3 clusters
  Score: Raw -122933.066230 + Penalty 2437.672083 = -120495.394147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9651.550000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9651.750000 sec): 3 clusters
  Score: Raw -110814.955697 + Penalty 2353.676767 = -108461.278930
  nChanged 419
		SP:Iteration 1F (9651.990000 sec): 3 clusters
  Score: Raw -111144.159749 + Penalty 2353.676767 = -108790.482982
  nChanged 111
		SP:Iteration 2F (9652.180000 sec): 3 clusters
  Score: Raw -111236.831317 + Penalty 2353.676767 = -108883.154550
  nChanged 67
		SP:Iteration 3Q (9652.370000 sec): 3 clusters
  Score: Raw -111294.710704 + Penalty 2353.676767 = -108941.033937
  nChanged 48
		SP:Iteration 4Q (9652.580000 sec): 3 clusters
  Score: Raw -111342.306626 + Penalty 2353.676767 = -108988.629859
  nChanged 32
		SP:Iteration 5Q (9652.780000 sec): 3 clusters
  Score: Raw -111363.700748 + Penalty 2353.676767 = -109010.023981
  nChanged 23
		SP:Iteration 6Q (9653.030000 sec): 3 clusters
  Score: Raw -111376.143845 + Penalty 2353.676767 = -109022.467078
  nChanged 14
		SP:Iteration 7Q (9653.200000 sec): 3 clusters
  Score: Raw -111390.546620 + Penalty 2353.676767 = -109036.869853
  nChanged 18
		SP:Iteration 8Q (9653.390000 sec): 3 clusters
  Score: Raw -111401.136772 + Penalty 2353.676767 = -109047.460005
  nChanged 9
		SP:Iteration 9Q (9653.550000 sec): 3 clusters
  Score: Raw -111410.267049 + Penalty 2353.676767 = -109056.590283
  nChanged 8
		SP:Iteration 10Q (9653.790000 sec): 3 clusters
  Score: Raw -111416.015378 + Penalty 2353.676767 = -109062.338612
  nChanged 11
		SP:Iteration 11Q (9653.990000 sec): 3 clusters
  Score: Raw -111420.951450 + Penalty 2353.676767 = -109067.274684
  nChanged 5
		SP:Iteration 12Q (9654.140000 sec): 3 clusters
  Score: Raw -111423.565518 + Penalty 2353.676767 = -109069.888752
  nChanged 1
		SP:Iteration 13Q (9654.350000 sec): 3 clusters
  Score: Raw -111424.333058 + Penalty 2353.676767 = -109070.656291
  nChanged 2
		SP:Iteration 14Q (9654.530000 sec): 3 clusters
  Score: Raw -111428.579599 + Penalty 2353.676767 = -109074.902832
  nChanged 3
		SP:Iteration 15Q (9654.670000 sec): 3 clusters
  Score: Raw -111430.750648 + Penalty 2353.676767 = -109077.073881
  nChanged 2
		SP:Iteration 16Q (9654.850000 sec): 3 clusters
  Score: Raw -111432.646178 + Penalty 2353.676767 = -109078.969412
  nChanged 5
		SP:Iteration 17Q (9655.060000 sec): 3 clusters
  Score: Raw -111435.212067 + Penalty 2353.676767 = -109081.535300
  nChanged 4
		SP:Iteration 18Q (9655.280000 sec): 3 clusters
  Score: Raw -111440.662418 + Penalty 2353.676767 = -109086.985651
  nChanged 4
		SP:Iteration 19Q (9655.470000 sec): 3 clusters
  Score: Raw -111441.736510 + Penalty 2353.676767 = -109088.059744
  nChanged 3
		SP:Iteration 20F (9655.610000 sec): 3 clusters
  Score: Raw -111444.130659 + Penalty 2353.676767 = -109090.453892
  nChanged 2
		SP:Iteration 21Q (9655.810000 sec): 3 clusters
  Score: Raw -111445.574056 + Penalty 2353.676767 = -109091.897289
  nChanged 2
		SP:Iteration 22Q (9655.960000 sec): 3 clusters
  Score: Raw -111447.008923 + Penalty 2353.676767 = -109093.332156
  nChanged 2
		SP:Iteration 23Q (9656.150000 sec): 3 clusters
  Score: Raw -111449.078215 + Penalty 2353.676767 = -109095.401448
  nChanged 3
		SP:Iteration 24Q (9656.310000 sec): 3 clusters
  Score: Raw -111450.995677 + Penalty 2353.676767 = -109097.318910
  nChanged 3
		SP:Iteration 25Q (9656.550000 sec): 3 clusters
  Score: Raw -111453.004739 + Penalty 2353.676767 = -109099.327972
  nChanged 4
		SP:Iteration 26Q (9656.690000 sec): 3 clusters
  Score: Raw -111455.845937 + Penalty 2353.676767 = -109102.169171
  nChanged 2
		SP:Iteration 27Q (9656.900000 sec): 3 clusters
  Score: Raw -111457.464113 + Penalty 2353.676767 = -109103.787347
  nChanged 2
		SP:Iteration 28Q (9657.100000 sec): 3 clusters
  Score: Raw -111459.062263 + Penalty 2353.676767 = -109105.385496
  nChanged 4
		SP:Iteration 29Q (9657.310000 sec): 3 clusters
  Score: Raw -111461.723236 + Penalty 2353.676767 = -109108.046470
  nChanged 4
		SP:Iteration 30Q (9657.470000 sec): 3 clusters
  Score: Raw -111462.860607 + Penalty 2353.676767 = -109109.183841
  nChanged 3
		SP:Iteration 31Q (9657.630000 sec): 3 clusters
  Score: Raw -111464.647705 + Penalty 2353.676767 = -109110.970938
  nChanged 4
		SP:Iteration 32Q (9657.810000 sec): 3 clusters
  Score: Raw -111467.000313 + Penalty 2353.676767 = -109113.323546
  nChanged 3
		SP:Iteration 33Q (9657.960000 sec): 3 clusters
  Score: Raw -111469.529762 + Penalty 2353.676767 = -109115.852995
  nChanged 4
		SP:Iteration 34Q (9658.110000 sec): 3 clusters
  Score: Raw -111471.820212 + Penalty 2353.676767 = -109118.143446
  nChanged 2
		SP:Iteration 35Q (9658.320000 sec): 3 clusters
  Score: Raw -111472.519700 + Penalty 2353.676767 = -109118.842933
  nChanged 0
		SP:Iteration 36F (9658.500000 sec): 3 clusters
  Score: Raw -111472.519700 + Penalty 2353.676767 = -109118.842933
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9658.560000 sec): 2 clusters
  Score: Raw -119650.471165 + Penalty 1185.777288 = -118464.693876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9658.750000 sec): 3 clusters
  Score: Raw -119104.863430 + Penalty 2371.554577 = -116733.308853
  nChanged 469
		SP:Iteration 1F (9658.930000 sec): 3 clusters
  Score: Raw -119478.714384 + Penalty 2371.554577 = -117107.159807
  nChanged 135
		SP:Iteration 2F (9659.120000 sec): 3 clusters
  Score: Raw -119626.129385 + Penalty 2371.554577 = -117254.574808
  nChanged 76
		SP:Iteration 3F (9659.290000 sec): 3 clusters
  Score: Raw -119708.055014 + Penalty 2371.554577 = -117336.500437
  nChanged 53
		SP:Iteration 4Q (9659.500000 sec): 3 clusters
  Score: Raw -119772.119379 + Penalty 2371.554577 = -117400.564803
  nChanged 51
		SP:Iteration 5Q (9659.690000 sec): 3 clusters
  Score: Raw -119833.413107 + Penalty 2371.554577 = -117461.858530
  nChanged 46
		SP:Iteration 6Q (9659.870000 sec): 3 clusters
  Score: Raw -119888.333003 + Penalty 2371.554577 = -117516.778426
  nChanged 42
		SP:Iteration 7Q (9660.060000 sec): 3 clusters
  Score: Raw -119932.503177 + Penalty 2371.554577 = -117560.948600
  nChanged 44
		SP:Iteration 8Q (9660.280000 sec): 3 clusters
  Score: Raw -119973.723230 + Penalty 2371.554577 = -117602.168653
  nChanged 36
		SP:Iteration 9Q (9660.430000 sec): 3 clusters
  Score: Raw -120010.808865 + Penalty 2371.554577 = -117639.254288
  nChanged 27
		SP:Iteration 10Q (9660.610000 sec): 3 clusters
  Score: Raw -120039.930146 + Penalty 2371.554577 = -117668.375569
  nChanged 25
		SP:Iteration 11Q (9660.830000 sec): 3 clusters
  Score: Raw -120070.665455 + Penalty 2371.554577 = -117699.110878
  nChanged 31
		SP:Iteration 12Q (9661.000000 sec): 3 clusters
  Score: Raw -120111.992349 + Penalty 2371.554577 = -117740.437773
  nChanged 30
		SP:Iteration 13Q (9661.170000 sec): 3 clusters
  Score: Raw -120162.391961 + Penalty 2371.554577 = -117790.837384
  nChanged 23
		SP:Iteration 14Q (9661.350000 sec): 3 clusters
  Score: Raw -120210.387220 + Penalty 2371.554577 = -117838.832643
  nChanged 29
		SP:Iteration 15Q (9661.530000 sec): 3 clusters
  Score: Raw -120253.777962 + Penalty 2371.554577 = -117882.223385
  nChanged 31
		SP:Iteration 16Q (9661.720000 sec): 3 clusters
  Score: Raw -120289.379220 + Penalty 2371.554577 = -117917.824643
  nChanged 26
		SP:Iteration 17Q (9661.940000 sec): 3 clusters
  Score: Raw -120316.246695 + Penalty 2371.554577 = -117944.692118
  nChanged 15
		SP:Iteration 18Q (9662.080000 sec): 3 clusters
  Score: Raw -120332.718752 + Penalty 2371.554577 = -117961.164175
  nChanged 21
		SP:Iteration 19Q (9662.260000 sec): 3 clusters
  Score: Raw -120348.618115 + Penalty 2371.554577 = -117977.063539
  nChanged 14
		SP:Iteration 20F (9662.450000 sec): 3 clusters
  Score: Raw -120360.050839 + Penalty 2371.554577 = -117988.496263
  nChanged 14
		SP:Iteration 21Q (9662.630000 sec): 3 clusters
  Score: Raw -120374.794443 + Penalty 2371.554577 = -118003.239867
  nChanged 13
		SP:Iteration 22Q (9662.840000 sec): 3 clusters
  Score: Raw -120385.605895 + Penalty 2371.554577 = -118014.051319
  nChanged 14
		SP:Iteration 23Q (9663.030000 sec): 3 clusters
  Score: Raw -120399.211158 + Penalty 2371.554577 = -118027.656581
  nChanged 12
		SP:Iteration 24Q (9663.190000 sec): 3 clusters
  Score: Raw -120411.504460 + Penalty 2371.554577 = -118039.949883
  nChanged 15
		SP:Iteration 25Q (9663.370000 sec): 3 clusters
  Score: Raw -120425.257896 + Penalty 2371.554577 = -118053.703319
  nChanged 15
		SP:Iteration 26Q (9663.590000 sec): 3 clusters
  Score: Raw -120438.380878 + Penalty 2371.554577 = -118066.826301
  nChanged 13
		SP:Iteration 27Q (9663.790000 sec): 3 clusters
  Score: Raw -120451.693568 + Penalty 2371.554577 = -118080.138991
  nChanged 12
		SP:Iteration 28Q (9663.990000 sec): 3 clusters
  Score: Raw -120460.253995 + Penalty 2371.554577 = -118088.699418
  nChanged 8
		SP:Iteration 29Q (9664.210000 sec): 3 clusters
  Score: Raw -120465.741732 + Penalty 2371.554577 = -118094.187155
  nChanged 5
		SP:Iteration 30Q (9664.410000 sec): 3 clusters
  Score: Raw -120469.591134 + Penalty 2371.554577 = -118098.036557
  nChanged 9
		SP:Iteration 31Q (9664.630000 sec): 3 clusters
  Score: Raw -120477.212609 + Penalty 2371.554577 = -118105.658032
  nChanged 7
		SP:Iteration 32Q (9664.820000 sec): 3 clusters
  Score: Raw -120480.990506 + Penalty 2371.554577 = -118109.435930
  nChanged 2
		SP:Iteration 33Q (9665.020000 sec): 3 clusters
  Score: Raw -120483.050717 + Penalty 2371.554577 = -118111.496140
  nChanged 4
		SP:Iteration 34Q (9665.190000 sec): 3 clusters
  Score: Raw -120487.072314 + Penalty 2371.554577 = -118115.517737
  nChanged 2
		SP:Iteration 35Q (9665.430000 sec): 3 clusters
  Score: Raw -120488.523680 + Penalty 2371.554577 = -118116.969104
  nChanged 3
		SP:Iteration 36Q (9665.600000 sec): 3 clusters
  Score: Raw -120491.049504 + Penalty 2371.554577 = -118119.494927
  nChanged 3
		SP:Iteration 37Q (9665.770000 sec): 3 clusters
  Score: Raw -120494.040765 + Penalty 2371.554577 = -118122.486189
  nChanged 3
		SP:Iteration 38Q (9665.990000 sec): 3 clusters
  Score: Raw -120496.498255 + Penalty 2371.554577 = -118124.943678
  nChanged 4
		SP:Iteration 39Q (9666.180000 sec): 3 clusters
  Score: Raw -120498.712055 + Penalty 2371.554577 = -118127.157478
  nChanged 2
		SP:Iteration 40F (9666.360000 sec): 3 clusters
  Score: Raw -120499.468675 + Penalty 2371.554577 = -118127.914098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9666.460000 sec): 2 clusters
  Score: Raw -163868.056541 + Penalty 1240.815365 = -162627.241176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9666.650000 sec): 3 clusters
  Score: Raw -162983.486343 + Penalty 2481.630730 = -160501.855613
  nChanged 735
		SP:Iteration 1F (9666.870000 sec): 3 clusters
  Score: Raw -163479.847469 + Penalty 2481.630730 = -160998.216739
  nChanged 197
		SP:Iteration 2F (9667.030000 sec): 3 clusters
  Score: Raw -163671.300835 + Penalty 2481.630730 = -161189.670105
  nChanged 144
		SP:Iteration 3F (9667.220000 sec): 3 clusters
  Score: Raw -163842.391554 + Penalty 2481.630730 = -161360.760824
  nChanged 142
		SP:Iteration 4F (9667.450000 sec): 3 clusters
  Score: Raw -164035.311589 + Penalty 2481.630730 = -161553.680859
  nChanged 118
		SP:Iteration 5F (9667.680000 sec): 3 clusters
  Score: Raw -164160.735090 + Penalty 2481.630730 = -161679.104360
  nChanged 86
		SP:Iteration 6Q (9667.860000 sec): 3 clusters
  Score: Raw -164248.839630 + Penalty 2481.630730 = -161767.208900
  nChanged 63
		SP:Iteration 7Q (9668.080000 sec): 3 clusters
  Score: Raw -164298.056648 + Penalty 2481.630730 = -161816.425918
  nChanged 32
		SP:Iteration 8Q (9668.240000 sec): 3 clusters
  Score: Raw -164319.217937 + Penalty 2481.630730 = -161837.587207
  nChanged 23
		SP:Iteration 9Q (9668.400000 sec): 3 clusters
  Score: Raw -164334.046965 + Penalty 2481.630730 = -161852.416235
  nChanged 20
		SP:Iteration 10Q (9668.590000 sec): 3 clusters
  Score: Raw -164349.788309 + Penalty 2481.630730 = -161868.157579
  nChanged 22
		SP:Iteration 11Q (9668.760000 sec): 3 clusters
  Score: Raw -164369.243082 + Penalty 2481.630730 = -161887.612352
  nChanged 19
		SP:Iteration 12Q (9668.940000 sec): 3 clusters
  Score: Raw -164382.803919 + Penalty 2481.630730 = -161901.173189
  nChanged 13
		SP:Iteration 13Q (9669.120000 sec): 3 clusters
  Score: Raw -164397.365811 + Penalty 2481.630730 = -161915.735081
  nChanged 12
		SP:Iteration 14Q (9669.330000 sec): 3 clusters
  Score: Raw -164405.153227 + Penalty 2481.630730 = -161923.522497
  nChanged 5
		SP:Iteration 15Q (9669.520000 sec): 3 clusters
  Score: Raw -164411.016697 + Penalty 2481.630730 = -161929.385967
  nChanged 1
		SP:Iteration 16Q (9669.670000 sec): 3 clusters
  Score: Raw -164411.487886 + Penalty 2481.630730 = -161929.857156
  nChanged 0
		SP:Iteration 17F (9669.850000 sec): 3 clusters
  Score: Raw -164411.487886 + Penalty 2481.630730 = -161929.857156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9669.960000 sec): 2 clusters
  Score: Raw -87300.213748 + Penalty 1156.282096 = -86143.931652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9670.130000 sec): 3 clusters
  Score: Raw -86867.913590 + Penalty 2312.564191 = -84555.349399
  nChanged 405
		SP:Iteration 1F (9670.260000 sec): 3 clusters
  Score: Raw -87237.043475 + Penalty 2312.564191 = -84924.479284
  nChanged 106
		SP:Iteration 2F (9670.420000 sec): 3 clusters
  Score: Raw -87360.342515 + Penalty 2312.564191 = -85047.778324
  nChanged 66
		SP:Iteration 3F (9670.640000 sec): 3 clusters
  Score: Raw -87435.985032 + Penalty 2312.564191 = -85123.420841
  nChanged 45
		SP:Iteration 4Q (9670.800000 sec): 3 clusters
  Score: Raw -87494.390462 + Penalty 2312.564191 = -85181.826271
  nChanged 37
		SP:Iteration 5Q (9670.960000 sec): 3 clusters
  Score: Raw -87539.133961 + Penalty 2312.564191 = -85226.569770
  nChanged 31
		SP:Iteration 6Q (9671.150000 sec): 3 clusters
  Score: Raw -87582.794950 + Penalty 2312.564191 = -85270.230759
  nChanged 23
		SP:Iteration 7Q (9671.360000 sec): 3 clusters
  Score: Raw -87601.574631 + Penalty 2312.564191 = -85289.010440
  nChanged 21
		SP:Iteration 8Q (9671.500000 sec): 3 clusters
  Score: Raw -87622.400398 + Penalty 2312.564191 = -85309.836207
  nChanged 14
		SP:Iteration 9Q (9671.710000 sec): 3 clusters
  Score: Raw -87641.377555 + Penalty 2312.564191 = -85328.813364
  nChanged 15
		SP:Iteration 10Q (9671.930000 sec): 3 clusters
  Score: Raw -87656.611479 + Penalty 2312.564191 = -85344.047288
  nChanged 15
		SP:Iteration 11Q (9672.100000 sec): 3 clusters
  Score: Raw -87684.362542 + Penalty 2312.564191 = -85371.798351
  nChanged 18
		SP:Iteration 12Q (9672.280000 sec): 3 clusters
  Score: Raw -87706.699065 + Penalty 2312.564191 = -85394.134874
  nChanged 8
		SP:Iteration 13Q (9672.460000 sec): 3 clusters
  Score: Raw -87713.342773 + Penalty 2312.564191 = -85400.778582
  nChanged 6
		SP:Iteration 14Q (9672.690000 sec): 3 clusters
  Score: Raw -87718.221429 + Penalty 2312.564191 = -85405.657238
  nChanged 3
		SP:Iteration 15Q (9672.840000 sec): 3 clusters
  Score: Raw -87720.706524 + Penalty 2312.564191 = -85408.142333
  nChanged 3
		SP:Iteration 16Q (9673.070000 sec): 3 clusters
  Score: Raw -87723.729348 + Penalty 2312.564191 = -85411.165157
  nChanged 4
		SP:Iteration 17Q (9673.220000 sec): 3 clusters
  Score: Raw -87729.552580 + Penalty 2312.564191 = -85416.988389
  nChanged 5
		SP:Iteration 18Q (9673.450000 sec): 3 clusters
  Score: Raw -87732.940739 + Penalty 2312.564191 = -85420.376548
  nChanged 6
		SP:Iteration 19Q (9673.590000 sec): 3 clusters
  Score: Raw -87741.262570 + Penalty 2312.564191 = -85428.698379
  nChanged 8
		SP:Iteration 20F (9673.830000 sec): 3 clusters
  Score: Raw -87748.787770 + Penalty 2312.564191 = -85436.223579
  nChanged 10
		SP:Iteration 21Q (9673.950000 sec): 3 clusters
  Score: Raw -87755.457901 + Penalty 2312.564191 = -85442.893710
  nChanged 3
		SP:Iteration 22Q (9674.140000 sec): 3 clusters
  Score: Raw -87758.164911 + Penalty 2312.564191 = -85445.600720
  nChanged 5
		SP:Iteration 23Q (9674.330000 sec): 3 clusters
  Score: Raw -87762.906236 + Penalty 2312.564191 = -85450.342045
  nChanged 3
		SP:Iteration 24Q (9674.510000 sec): 3 clusters
  Score: Raw -87765.659571 + Penalty 2312.564191 = -85453.095380
  nChanged 3
		SP:Iteration 25Q (9674.730000 sec): 3 clusters
  Score: Raw -87767.477876 + Penalty 2312.564191 = -85454.913685
  nChanged 3
		SP:Iteration 26Q (9674.920000 sec): 3 clusters
  Score: Raw -87768.760940 + Penalty 2312.564191 = -85456.196749
  nChanged 2
		SP:Iteration 27Q (9675.140000 sec): 3 clusters
  Score: Raw -87770.404288 + Penalty 2312.564191 = -85457.840097
  nChanged 3
		SP:Iteration 28Q (9675.290000 sec): 3 clusters
  Score: Raw -87773.134068 + Penalty 2312.564191 = -85460.569877
  nChanged 4
		SP:Iteration 29Q (9675.510000 sec): 3 clusters
  Score: Raw -87778.389999 + Penalty 2312.564191 = -85465.825808
  nChanged 4
		SP:Iteration 30Q (9675.660000 sec): 3 clusters
  Score: Raw -87780.342500 + Penalty 2312.564191 = -85467.778309
  nChanged 3
		SP:Iteration 31Q (9675.880000 sec): 3 clusters
  Score: Raw -87782.296037 + Penalty 2312.564191 = -85469.731846
  nChanged 3
		SP:Iteration 32Q (9676.030000 sec): 3 clusters
  Score: Raw -87785.794080 + Penalty 2312.564191 = -85473.229889
  nChanged 5
		SP:Iteration 33Q (9676.200000 sec): 3 clusters
  Score: Raw -87789.125563 + Penalty 2312.564191 = -85476.561372
  nChanged 2
		SP:Iteration 34Q (9676.380000 sec): 3 clusters
  Score: Raw -87790.782635 + Penalty 2312.564191 = -85478.218444
  nChanged 2
		SP:Iteration 35Q (9676.600000 sec): 3 clusters
  Score: Raw -87793.889326 + Penalty 2312.564191 = -85481.325135
  nChanged 4
		SP:Iteration 36Q (9676.760000 sec): 3 clusters
  Score: Raw -87798.765562 + Penalty 2312.564191 = -85486.201371
  nChanged 5
		SP:Iteration 37Q (9676.980000 sec): 3 clusters
  Score: Raw -87807.620884 + Penalty 2312.564191 = -85495.056693
  nChanged 4
		SP:Iteration 38Q (9677.160000 sec): 3 clusters
  Score: Raw -87813.358705 + Penalty 2312.564191 = -85500.794514
  nChanged 5
		SP:Iteration 39Q (9677.340000 sec): 3 clusters
  Score: Raw -87816.561239 + Penalty 2312.564191 = -85503.997048
  nChanged 2
		SP:Iteration 40F (9677.510000 sec): 3 clusters
  Score: Raw -87819.948007 + Penalty 2312.564191 = -85507.383816
  nChanged 4
		SP:Iteration 41Q (9677.660000 sec): 3 clusters
  Score: Raw -87823.473576 + Penalty 2312.564191 = -85510.909385
  nChanged 4
		SP:Iteration 42Q (9677.850000 sec): 3 clusters
  Score: Raw -87828.202871 + Penalty 2312.564191 = -85515.638680
  nChanged 2
		SP:Iteration 43Q (9677.980000 sec): 3 clusters
  Score: Raw -87830.606045 + Penalty 2312.564191 = -85518.041854
  nChanged 3
		SP:Iteration 44Q (9678.160000 sec): 3 clusters
  Score: Raw -87833.096501 + Penalty 2312.564191 = -85520.532310
  nChanged 1
		SP:Iteration 45Q (9678.360000 sec): 3 clusters
  Score: Raw -87833.935459 + Penalty 2312.564191 = -85521.371268
  nChanged 0
		SP:Iteration 46F (9678.540000 sec): 3 clusters
  Score: Raw -87833.935459 + Penalty 2312.564191 = -85521.371268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9678.660000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9678.820000 sec): 3 clusters
  Score: Raw -183113.875956 + Penalty 2490.607491 = -180623.268465
  nChanged 754
		SP:Iteration 1F (9679.060000 sec): 3 clusters
  Score: Raw -183588.708660 + Penalty 2490.607491 = -181098.101169
  nChanged 198
		SP:Iteration 2F (9679.220000 sec): 3 clusters
  Score: Raw -183767.997847 + Penalty 2490.607491 = -181277.390356
  nChanged 163
		SP:Iteration 3F (9679.440000 sec): 3 clusters
  Score: Raw -183951.539399 + Penalty 2490.607491 = -181460.931908
  nChanged 159
		SP:Iteration 4F (9679.620000 sec): 3 clusters
  Score: Raw -184150.503961 + Penalty 2490.607491 = -181659.896470
  nChanged 154
		SP:Iteration 5F (9679.820000 sec): 3 clusters
  Score: Raw -184351.855668 + Penalty 2490.607491 = -181861.248176
  nChanged 109
		SP:Iteration 6F (9680.000000 sec): 3 clusters
  Score: Raw -184497.210278 + Penalty 2490.607491 = -182006.602787
  nChanged 80
		SP:Iteration 7Q (9680.220000 sec): 3 clusters
  Score: Raw -184611.532524 + Penalty 2490.607491 = -182120.925033
  nChanged 75
		SP:Iteration 8Q (9680.420000 sec): 3 clusters
  Score: Raw -184706.697515 + Penalty 2490.607491 = -182216.090024
  nChanged 53
		SP:Iteration 9Q (9680.630000 sec): 3 clusters
  Score: Raw -184761.021329 + Penalty 2490.607491 = -182270.413838
  nChanged 34
		SP:Iteration 10Q (9680.780000 sec): 3 clusters
  Score: Raw -184788.275946 + Penalty 2490.607491 = -182297.668455
  nChanged 14
		SP:Iteration 11Q (9680.960000 sec): 3 clusters
  Score: Raw -184805.068068 + Penalty 2490.607491 = -182314.460577
  nChanged 18
		SP:Iteration 12Q (9681.180000 sec): 3 clusters
  Score: Raw -184819.719194 + Penalty 2490.607491 = -182329.111703
  nChanged 20
		SP:Iteration 13Q (9681.370000 sec): 3 clusters
  Score: Raw -184831.365302 + Penalty 2490.607491 = -182340.757811
  nChanged 11
		SP:Iteration 14Q (9681.560000 sec): 3 clusters
  Score: Raw -184839.120459 + Penalty 2490.607491 = -182348.512968
  nChanged 11
		SP:Iteration 15Q (9681.760000 sec): 3 clusters
  Score: Raw -184845.167498 + Penalty 2490.607491 = -182354.560007
  nChanged 6
		SP:Iteration 16Q (9681.950000 sec): 3 clusters
  Score: Raw -184851.097478 + Penalty 2490.607491 = -182360.489987
  nChanged 8
		SP:Iteration 17Q (9682.130000 sec): 3 clusters
  Score: Raw -184860.911940 + Penalty 2490.607491 = -182370.304449
  nChanged 10
		SP:Iteration 18Q (9682.300000 sec): 3 clusters
  Score: Raw -184867.213802 + Penalty 2490.607491 = -182376.606311
  nChanged 8
		SP:Iteration 19Q (9682.510000 sec): 3 clusters
  Score: Raw -184871.366702 + Penalty 2490.607491 = -182380.759211
  nChanged 4
		SP:Iteration 20F (9682.720000 sec): 3 clusters
  Score: Raw -184872.744351 + Penalty 2490.607491 = -182382.136860
  nChanged 2
		SP:Iteration 21Q (9682.940000 sec): 3 clusters
  Score: Raw -184873.489539 + Penalty 2490.607491 = -182382.882048
  nChanged 1
		SP:Iteration 22Q (9683.080000 sec): 3 clusters
  Score: Raw -184873.780576 + Penalty 2490.607491 = -182383.173084
  nChanged 0
		SP:Iteration 23F (9683.220000 sec): 3 clusters
  Score: Raw -184873.780576 + Penalty 2490.607491 = -182383.173084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9683.310000 sec): 2 clusters
  Score: Raw -9150.293232 + Penalty 810.945295 = -8339.347937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9683.510000 sec): 3 clusters
  Score: Raw -9333.224576 + Penalty 1621.890591 = -7711.333986
  nChanged 17
		SP:Iteration 1F (9683.700000 sec): 3 clusters
  Score: Raw -9390.282570 + Penalty 1621.890591 = -7768.391979
  nChanged 7
		SP:Iteration 2Q (9683.880000 sec): 3 clusters
  Score: Raw -9412.409181 + Penalty 1621.890591 = -7790.518591
  nChanged 4
		SP:Iteration 3Q (9684.070000 sec): 3 clusters
  Score: Raw -9433.155486 + Penalty 1621.890591 = -7811.264896
  nChanged 2
		SP:Iteration 4Q (9684.230000 sec): 3 clusters
  Score: Raw -9441.454810 + Penalty 1621.890591 = -7819.564219
  nChanged 1
		SP:Iteration 5Q (9684.430000 sec): 3 clusters
  Score: Raw -9445.625266 + Penalty 1621.890591 = -7823.734675
  nChanged 1
		SP:Iteration 6Q (9684.650000 sec): 3 clusters
  Score: Raw -9448.691384 + Penalty 1621.890591 = -7826.800793
  nChanged 0
		SP:Iteration 7F (9684.860000 sec): 3 clusters
  Score: Raw -9448.691384 + Penalty 1621.890591 = -7826.800793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9684.940000 sec): 2 clusters
  Score: Raw -180085.191321 + Penalty 1252.178334 = -178833.012987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9685.100000 sec): 3 clusters
  Score: Raw -179163.793701 + Penalty 2504.356668 = -176659.437034
  nChanged 780
		SP:Iteration 1F (9685.270000 sec): 3 clusters
  Score: Raw -179650.074838 + Penalty 2504.356668 = -177145.718170
  nChanged 163
		SP:Iteration 2F (9685.450000 sec): 3 clusters
  Score: Raw -179769.263655 + Penalty 2504.356668 = -177264.906987
  nChanged 104
		SP:Iteration 3Q (9685.670000 sec): 3 clusters
  Score: Raw -179850.212127 + Penalty 2504.356668 = -177345.855459
  nChanged 93
		SP:Iteration 4Q (9685.830000 sec): 3 clusters
  Score: Raw -179917.073324 + Penalty 2504.356668 = -177412.716657
  nChanged 67
		SP:Iteration 5Q (9686.060000 sec): 3 clusters
  Score: Raw -179961.901488 + Penalty 2504.356668 = -177457.544820
  nChanged 63
		SP:Iteration 6Q (9686.220000 sec): 3 clusters
  Score: Raw -180005.120524 + Penalty 2504.356668 = -177500.763856
  nChanged 56
		SP:Iteration 7Q (9686.400000 sec): 3 clusters
  Score: Raw -180048.720318 + Penalty 2504.356668 = -177544.363650
  nChanged 44
		SP:Iteration 8Q (9686.590000 sec): 3 clusters
  Score: Raw -180077.796308 + Penalty 2504.356668 = -177573.439641
  nChanged 40
		SP:Iteration 9Q (9686.710000 sec): 3 clusters
  Score: Raw -180104.606733 + Penalty 2504.356668 = -177600.250065
  nChanged 42
		SP:Iteration 10Q (9686.940000 sec): 3 clusters
  Score: Raw -180136.046820 + Penalty 2504.356668 = -177631.690152
  nChanged 36
		SP:Iteration 11Q (9687.060000 sec): 3 clusters
  Score: Raw -180161.433317 + Penalty 2504.356668 = -177657.076649
  nChanged 41
		SP:Iteration 12Q (9687.240000 sec): 3 clusters
  Score: Raw -180197.395951 + Penalty 2504.356668 = -177693.039284
  nChanged 44
		SP:Iteration 13Q (9687.380000 sec): 3 clusters
  Score: Raw -180231.179677 + Penalty 2504.356668 = -177726.823010
  nChanged 43
		SP:Iteration 14Q (9687.540000 sec): 3 clusters
  Score: Raw -180262.526228 + Penalty 2504.356668 = -177758.169560
  nChanged 33
		SP:Iteration 15Q (9687.720000 sec): 3 clusters
  Score: Raw -180290.533209 + Penalty 2504.356668 = -177786.176541
  nChanged 28
		SP:Iteration 16Q (9687.830000 sec): 3 clusters
  Score: Raw -180311.121018 + Penalty 2504.356668 = -177806.764350
  nChanged 21
		SP:Iteration 17Q (9687.940000 sec): 3 clusters
  Score: Raw -180319.686627 + Penalty 2504.356668 = -177815.329959
  nChanged 13
		SP:Iteration 18Q (9688.110000 sec): 3 clusters
  Score: Raw -180325.049233 + Penalty 2504.356668 = -177820.692566
  nChanged 13
		SP:Iteration 19Q (9688.280000 sec): 3 clusters
  Score: Raw -180333.858918 + Penalty 2504.356668 = -177829.502250
  nChanged 12
		SP:Iteration 20F (9688.400000 sec): 3 clusters
  Score: Raw -180338.313556 + Penalty 2504.356668 = -177833.956888
  nChanged 9
		SP:Iteration 21Q (9688.540000 sec): 3 clusters
  Score: Raw -180342.628317 + Penalty 2504.356668 = -177838.271649
  nChanged 8
		SP:Iteration 22Q (9688.740000 sec): 3 clusters
  Score: Raw -180345.341785 + Penalty 2504.356668 = -177840.985117
  nChanged 5
		SP:Iteration 23Q (9688.910000 sec): 3 clusters
  Score: Raw -180346.476958 + Penalty 2504.356668 = -177842.120290
  nChanged 3
		SP:Iteration 24Q (9689.110000 sec): 3 clusters
  Score: Raw -180347.385385 + Penalty 2504.356668 = -177843.028717
  nChanged 2
		SP:Iteration 25Q (9689.260000 sec): 3 clusters
  Score: Raw -180347.929835 + Penalty 2504.356668 = -177843.573167
  nChanged 1
		SP:Iteration 26Q (9689.490000 sec): 3 clusters
  Score: Raw -180348.252859 + Penalty 2504.356668 = -177843.896191
  nChanged 0
		SP:Iteration 27F (9689.610000 sec): 3 clusters
  Score: Raw -180348.252859 + Penalty 2504.356668 = -177843.896191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9689.720000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9689.860000 sec): 3 clusters
  Score: Raw -44579.129843 + Penalty 2054.249696 = -42524.880148
  nChanged 149
		SP:Iteration 1F (9690.100000 sec): 3 clusters
  Score: Raw -44772.892268 + Penalty 2054.249696 = -42718.642572
  nChanged 37
		SP:Iteration 2F (9690.260000 sec): 3 clusters
  Score: Raw -44828.301071 + Penalty 2054.249696 = -42774.051375
  nChanged 17
		SP:Iteration 3Q (9690.510000 sec): 3 clusters
  Score: Raw -44860.000059 + Penalty 2054.249696 = -42805.750363
  nChanged 14
		SP:Iteration 4Q (9690.730000 sec): 3 clusters
  Score: Raw -44890.440647 + Penalty 2054.249696 = -42836.190952
  nChanged 14
		SP:Iteration 5Q (9690.960000 sec): 3 clusters
  Score: Raw -44909.950333 + Penalty 2054.249696 = -42855.700637
  nChanged 6
		SP:Iteration 6Q (9691.160000 sec): 3 clusters
  Score: Raw -44917.243312 + Penalty 2054.249696 = -42862.993616
  nChanged 4
		SP:Iteration 7Q (9691.310000 sec): 3 clusters
  Score: Raw -44923.123574 + Penalty 2054.249696 = -42868.873878
  nChanged 3
		SP:Iteration 8Q (9691.550000 sec): 3 clusters
  Score: Raw -44927.719287 + Penalty 2054.249696 = -42873.469592
  nChanged 3
		SP:Iteration 9Q (9691.680000 sec): 3 clusters
  Score: Raw -44930.691289 + Penalty 2054.249696 = -42876.441594
  nChanged 1
		SP:Iteration 10Q (9691.880000 sec): 3 clusters
  Score: Raw -44932.008955 + Penalty 2054.249696 = -42877.759260
  nChanged 1
		SP:Iteration 11Q (9692.070000 sec): 3 clusters
  Score: Raw -44932.701548 + Penalty 2054.249696 = -42878.451853
  nChanged 1
		SP:Iteration 12Q (9692.270000 sec): 3 clusters
  Score: Raw -44939.520070 + Penalty 2054.249696 = -42885.270374
  nChanged 3
		SP:Iteration 13Q (9692.440000 sec): 3 clusters
  Score: Raw -44944.022078 + Penalty 2054.249696 = -42889.772383
  nChanged 1
		SP:Iteration 14Q (9692.590000 sec): 3 clusters
  Score: Raw -44945.339919 + Penalty 2054.249696 = -42891.090223
  nChanged 1
		SP:Iteration 15Q (9692.810000 sec): 3 clusters
  Score: Raw -44945.734711 + Penalty 2054.249696 = -42891.485016
  nChanged 0
		SP:Iteration 16F (9692.980000 sec): 3 clusters
  Score: Raw -44945.734711 + Penalty 2054.249696 = -42891.485016
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9693.090000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9693.300000 sec): 3 clusters
  Score: Raw -43251.397605 + Penalty 2036.840178 = -41214.557427
  nChanged 130
		SP:Iteration 1F (9693.490000 sec): 3 clusters
  Score: Raw -43393.915050 + Penalty 2036.840178 = -41357.074872
  nChanged 30
		SP:Iteration 2F (9693.660000 sec): 3 clusters
  Score: Raw -43437.162780 + Penalty 2036.840178 = -41400.322601
  nChanged 21
		SP:Iteration 3Q (9693.820000 sec): 3 clusters
  Score: Raw -43462.156663 + Penalty 2036.840178 = -41425.316485
  nChanged 9
		SP:Iteration 4Q (9693.990000 sec): 3 clusters
  Score: Raw -43483.426171 + Penalty 2036.840178 = -41446.585993
  nChanged 11
		SP:Iteration 5Q (9694.190000 sec): 3 clusters
  Score: Raw -43506.376641 + Penalty 2036.840178 = -41469.536463
  nChanged 12
		SP:Iteration 6Q (9694.390000 sec): 3 clusters
  Score: Raw -43520.725360 + Penalty 2036.840178 = -41483.885182
  nChanged 2
		SP:Iteration 7Q (9694.610000 sec): 3 clusters
  Score: Raw -43524.208506 + Penalty 2036.840178 = -41487.368328
  nChanged 3
		SP:Iteration 8Q (9694.790000 sec): 3 clusters
  Score: Raw -43526.759905 + Penalty 2036.840178 = -41489.919727
  nChanged 2
		SP:Iteration 9Q (9694.980000 sec): 3 clusters
  Score: Raw -43528.177401 + Penalty 2036.840178 = -41491.337223
  nChanged 1
		SP:Iteration 10Q (9695.140000 sec): 3 clusters
  Score: Raw -43529.560262 + Penalty 2036.840178 = -41492.720084
  nChanged 2
		SP:Iteration 11Q (9695.330000 sec): 3 clusters
  Score: Raw -43532.502671 + Penalty 2036.840178 = -41495.662493
  nChanged 5
		SP:Iteration 12Q (9695.470000 sec): 3 clusters
  Score: Raw -43545.075339 + Penalty 2036.840178 = -41508.235161
  nChanged 2
		SP:Iteration 13Q (9695.670000 sec): 3 clusters
  Score: Raw -43546.855795 + Penalty 2036.840178 = -41510.015617
  nChanged 0
		SP:Iteration 14F (9695.860000 sec): 3 clusters
  Score: Raw -43546.855795 + Penalty 2036.840178 = -41510.015617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9695.970000 sec): 2 clusters
  Score: Raw -245737.619785 + Penalty 1316.374839 = -244421.244946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9696.130000 sec): 3 clusters
  Score: Raw -244171.268242 + Penalty 2632.749679 = -241538.518563
  nChanged 1265
		SP:Iteration 1F (9696.310000 sec): 3 clusters
  Score: Raw -245181.751782 + Penalty 2632.749679 = -242549.002103
  nChanged 331
		SP:Iteration 2F (9696.490000 sec): 3 clusters
  Score: Raw -245490.480078 + Penalty 2632.749679 = -242857.730399
  nChanged 221
		SP:Iteration 3F (9696.630000 sec): 3 clusters
  Score: Raw -245689.883388 + Penalty 2632.749679 = -243057.133709
  nChanged 157
		SP:Iteration 4Q (9696.830000 sec): 3 clusters
  Score: Raw -245819.695018 + Penalty 2632.749679 = -243186.945339
  nChanged 116
		SP:Iteration 5Q (9696.960000 sec): 3 clusters
  Score: Raw -245904.538023 + Penalty 2632.749679 = -243271.788344
  nChanged 99
		SP:Iteration 6Q (9697.150000 sec): 3 clusters
  Score: Raw -245967.427176 + Penalty 2632.749679 = -243334.677497
  nChanged 66
		SP:Iteration 7Q (9697.350000 sec): 3 clusters
  Score: Raw -246003.499422 + Penalty 2632.749679 = -243370.749743
  nChanged 56
		SP:Iteration 8Q (9697.580000 sec): 3 clusters
  Score: Raw -246025.340492 + Penalty 2632.749679 = -243392.590813
  nChanged 30
		SP:Iteration 9Q (9697.790000 sec): 3 clusters
  Score: Raw -246040.558503 + Penalty 2632.749679 = -243407.808824
  nChanged 27
		SP:Iteration 10Q (9698.000000 sec): 3 clusters
  Score: Raw -246053.311769 + Penalty 2632.749679 = -243420.562090
  nChanged 20
		SP:Iteration 11Q (9698.180000 sec): 3 clusters
  Score: Raw -246060.385608 + Penalty 2632.749679 = -243427.635929
  nChanged 13
		SP:Iteration 12Q (9698.380000 sec): 3 clusters
  Score: Raw -246066.976378 + Penalty 2632.749679 = -243434.226699
  nChanged 12
		SP:Iteration 13Q (9698.570000 sec): 3 clusters
  Score: Raw -246071.290675 + Penalty 2632.749679 = -243438.540996
  nChanged 9
		SP:Iteration 14Q (9698.710000 sec): 3 clusters
  Score: Raw -246074.252935 + Penalty 2632.749679 = -243441.503256
  nChanged 9
		SP:Iteration 15Q (9698.900000 sec): 3 clusters
  Score: Raw -246076.979763 + Penalty 2632.749679 = -243444.230084
  nChanged 5
		SP:Iteration 16Q (9699.060000 sec): 3 clusters
  Score: Raw -246079.082705 + Penalty 2632.749679 = -243446.333026
  nChanged 10
		SP:Iteration 17Q (9699.220000 sec): 3 clusters
  Score: Raw -246083.828493 + Penalty 2632.749679 = -243451.078814
  nChanged 8
		SP:Iteration 18Q (9699.390000 sec): 3 clusters
  Score: Raw -246085.895092 + Penalty 2632.749679 = -243453.145413
  nChanged 6
		SP:Iteration 19Q (9699.550000 sec): 3 clusters
  Score: Raw -246087.342818 + Penalty 2632.749679 = -243454.593139
  nChanged 5
		SP:Iteration 20F (9699.750000 sec): 3 clusters
  Score: Raw -246089.332694 + Penalty 2632.749679 = -243456.583015
  nChanged 3
		SP:Iteration 21Q (9699.930000 sec): 3 clusters
  Score: Raw -246090.315628 + Penalty 2632.749679 = -243457.565949
  nChanged 2
		SP:Iteration 22Q (9700.100000 sec): 3 clusters
  Score: Raw -246090.998347 + Penalty 2632.749679 = -243458.248668
  nChanged 5
		SP:Iteration 23Q (9700.270000 sec): 3 clusters
  Score: Raw -246092.638882 + Penalty 2632.749679 = -243459.889203
  nChanged 4
		SP:Iteration 24Q (9700.430000 sec): 3 clusters
  Score: Raw -246094.074677 + Penalty 2632.749679 = -243461.324998
  nChanged 3
		SP:Iteration 25Q (9700.610000 sec): 3 clusters
  Score: Raw -246095.032949 + Penalty 2632.749679 = -243462.283270
  nChanged 2
		SP:Iteration 26Q (9700.790000 sec): 3 clusters
  Score: Raw -246095.556142 + Penalty 2632.749679 = -243462.806463
  nChanged 3
		SP:Iteration 27Q (9700.980000 sec): 3 clusters
  Score: Raw -246097.004685 + Penalty 2632.749679 = -243464.255006
  nChanged 3
		SP:Iteration 28Q (9701.140000 sec): 3 clusters
  Score: Raw -246097.733462 + Penalty 2632.749679 = -243464.983783
  nChanged 5
		SP:Iteration 29Q (9701.330000 sec): 3 clusters
  Score: Raw -246099.123501 + Penalty 2632.749679 = -243466.373822
  nChanged 3
		SP:Iteration 30Q (9701.530000 sec): 3 clusters
  Score: Raw -246100.069628 + Penalty 2632.749679 = -243467.319949
  nChanged 3
		SP:Iteration 31Q (9701.720000 sec): 3 clusters
  Score: Raw -246101.237845 + Penalty 2632.749679 = -243468.488166
  nChanged 3
		SP:Iteration 32Q (9701.890000 sec): 3 clusters
  Score: Raw -246101.725661 + Penalty 2632.749679 = -243468.975982
  nChanged 0
		SP:Iteration 33F (9702.130000 sec): 3 clusters
  Score: Raw -246101.725661 + Penalty 2632.749679 = -243468.975982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9702.190000 sec): 2 clusters
  Score: Raw -38331.947978 + Penalty 1056.459571 = -37275.488407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9702.400000 sec): 3 clusters
  Score: Raw -38210.811479 + Penalty 2112.919143 = -36097.892336
  nChanged 185
		SP:Iteration 1F (9702.550000 sec): 3 clusters
  Score: Raw -38535.450575 + Penalty 2112.919143 = -36422.531433
  nChanged 63
		SP:Iteration 2F (9702.750000 sec): 3 clusters
  Score: Raw -38659.970348 + Penalty 2112.919143 = -36547.051205
  nChanged 36
		SP:Iteration 3F (9702.920000 sec): 3 clusters
  Score: Raw -38725.126607 + Penalty 2112.919143 = -36612.207464
  nChanged 27
		SP:Iteration 4Q (9703.090000 sec): 3 clusters
  Score: Raw -38812.118677 + Penalty 2112.919143 = -36699.199534
  nChanged 24
		SP:Iteration 5Q (9703.290000 sec): 3 clusters
  Score: Raw -38898.299266 + Penalty 2112.919143 = -36785.380123
  nChanged 12
		SP:Iteration 6Q (9703.480000 sec): 3 clusters
  Score: Raw -38927.585845 + Penalty 2112.919143 = -36814.666702
  nChanged 9
		SP:Iteration 7Q (9703.680000 sec): 3 clusters
  Score: Raw -38957.983302 + Penalty 2112.919143 = -36845.064159
  nChanged 7
		SP:Iteration 8Q (9703.870000 sec): 3 clusters
  Score: Raw -38968.437079 + Penalty 2112.919143 = -36855.517936
  nChanged 4
		SP:Iteration 9Q (9704.120000 sec): 3 clusters
  Score: Raw -38976.054116 + Penalty 2112.919143 = -36863.134973
  nChanged 2
		SP:Iteration 10Q (9704.280000 sec): 3 clusters
  Score: Raw -38980.598432 + Penalty 2112.919143 = -36867.679289
  nChanged 2
		SP:Iteration 11Q (9704.480000 sec): 3 clusters
  Score: Raw -38984.175943 + Penalty 2112.919143 = -36871.256800
  nChanged 2
		SP:Iteration 12Q (9704.670000 sec): 3 clusters
  Score: Raw -38992.348718 + Penalty 2112.919143 = -36879.429575
  nChanged 5
		SP:Iteration 13Q (9704.830000 sec): 3 clusters
  Score: Raw -38999.157582 + Penalty 2112.919143 = -36886.238439
  nChanged 3
		SP:Iteration 14Q (9705.010000 sec): 3 clusters
  Score: Raw -39005.007935 + Penalty 2112.919143 = -36892.088793
  nChanged 1
		SP:Iteration 15Q (9705.170000 sec): 3 clusters
  Score: Raw -39005.950505 + Penalty 2112.919143 = -36893.031362
  nChanged 0
		SP:Iteration 16F (9705.350000 sec): 3 clusters
  Score: Raw -39005.950505 + Penalty 2112.919143 = -36893.031362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9705.450000 sec): 2 clusters
  Score: Raw -140903.741672 + Penalty 1211.391992 = -139692.349681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9705.640000 sec): 3 clusters
  Score: Raw -140225.725078 + Penalty 2422.783984 = -137802.941095
  nChanged 585
		SP:Iteration 1F (9705.810000 sec): 3 clusters
  Score: Raw -140655.990673 + Penalty 2422.783984 = -138233.206690
  nChanged 139
		SP:Iteration 2F (9706.000000 sec): 3 clusters
  Score: Raw -140783.063856 + Penalty 2422.783984 = -138360.279872
  nChanged 76
		SP:Iteration 3Q (9706.150000 sec): 3 clusters
  Score: Raw -140870.751416 + Penalty 2422.783984 = -138447.967432
  nChanged 82
		SP:Iteration 4Q (9706.350000 sec): 3 clusters
  Score: Raw -140951.302617 + Penalty 2422.783984 = -138528.518633
  nChanged 76
		SP:Iteration 5Q (9706.520000 sec): 3 clusters
  Score: Raw -141020.533508 + Penalty 2422.783984 = -138597.749524
  nChanged 61
		SP:Iteration 6Q (9706.710000 sec): 3 clusters
  Score: Raw -141065.274334 + Penalty 2422.783984 = -138642.490350
  nChanged 33
		SP:Iteration 7Q (9706.900000 sec): 3 clusters
  Score: Raw -141084.852773 + Penalty 2422.783984 = -138662.068790
  nChanged 32
		SP:Iteration 8Q (9707.070000 sec): 3 clusters
  Score: Raw -141104.018038 + Penalty 2422.783984 = -138681.234054
  nChanged 28
		SP:Iteration 9Q (9707.250000 sec): 3 clusters
  Score: Raw -141122.244821 + Penalty 2422.783984 = -138699.460837
  nChanged 19
		SP:Iteration 10Q (9707.430000 sec): 3 clusters
  Score: Raw -141134.500721 + Penalty 2422.783984 = -138711.716738
  nChanged 15
		SP:Iteration 11Q (9707.620000 sec): 3 clusters
  Score: Raw -141142.872556 + Penalty 2422.783984 = -138720.088572
  nChanged 12
		SP:Iteration 12Q (9707.810000 sec): 3 clusters
  Score: Raw -141153.022768 + Penalty 2422.783984 = -138730.238784
  nChanged 14
		SP:Iteration 13Q (9708.020000 sec): 3 clusters
  Score: Raw -141162.186222 + Penalty 2422.783984 = -138739.402239
  nChanged 14
		SP:Iteration 14Q (9708.190000 sec): 3 clusters
  Score: Raw -141171.151107 + Penalty 2422.783984 = -138748.367124
  nChanged 7
		SP:Iteration 15Q (9708.370000 sec): 3 clusters
  Score: Raw -141174.488751 + Penalty 2422.783984 = -138751.704768
  nChanged 2
		SP:Iteration 16Q (9708.490000 sec): 3 clusters
  Score: Raw -141176.161392 + Penalty 2422.783984 = -138753.377408
  nChanged 8
		SP:Iteration 17Q (9708.680000 sec): 3 clusters
  Score: Raw -141180.235614 + Penalty 2422.783984 = -138757.451631
  nChanged 10
		SP:Iteration 18Q (9708.840000 sec): 3 clusters
  Score: Raw -141187.206598 + Penalty 2422.783984 = -138764.422615
  nChanged 7
		SP:Iteration 19Q (9709.010000 sec): 3 clusters
  Score: Raw -141190.664576 + Penalty 2422.783984 = -138767.880592
  nChanged 8
		SP:Iteration 20F (9709.170000 sec): 3 clusters
  Score: Raw -141195.653203 + Penalty 2422.783984 = -138772.869219
  nChanged 6
		SP:Iteration 21Q (9709.400000 sec): 3 clusters
  Score: Raw -141199.123951 + Penalty 2422.783984 = -138776.339967
  nChanged 4
		SP:Iteration 22Q (9709.510000 sec): 3 clusters
  Score: Raw -141201.813091 + Penalty 2422.783984 = -138779.029108
  nChanged 4
		SP:Iteration 23Q (9709.680000 sec): 3 clusters
  Score: Raw -141203.605650 + Penalty 2422.783984 = -138780.821666
  nChanged 1
		SP:Iteration 24Q (9709.850000 sec): 3 clusters
  Score: Raw -141203.969954 + Penalty 2422.783984 = -138781.185970
  nChanged 2
		SP:Iteration 25Q (9709.980000 sec): 3 clusters
  Score: Raw -141204.861661 + Penalty 2422.783984 = -138782.077678
  nChanged 3
		SP:Iteration 26Q (9710.150000 sec): 3 clusters
  Score: Raw -141205.880853 + Penalty 2422.783984 = -138783.096870
  nChanged 1
		SP:Iteration 27Q (9710.350000 sec): 3 clusters
  Score: Raw -141206.268019 + Penalty 2422.783984 = -138783.484036
  nChanged 0
		SP:Iteration 28F (9710.520000 sec): 3 clusters
  Score: Raw -141206.268019 + Penalty 2422.783984 = -138783.484036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (2001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9710.600000 sec): 2 clusters
  Score: Raw -155123.107544 + Penalty 1235.227879 = -153887.879665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9710.750000 sec): 3 clusters
  Score: Raw -154257.399230 + Penalty 2470.455759 = -151786.943472
  nChanged 725
		SP:Iteration 1F (9710.910000 sec): 3 clusters
  Score: Raw -154774.625693 + Penalty 2470.455759 = -152304.169935
  nChanged 163
		SP:Iteration 2F (9711.110000 sec): 3 clusters
  Score: Raw -154894.913560 + Penalty 2470.455759 = -152424.457801
  nChanged 99
		SP:Iteration 3Q (9711.240000 sec): 3 clusters
  Score: Raw -154978.258071 + Penalty 2470.455759 = -152507.802312
  nChanged 80
		SP:Iteration 4Q (9711.380000 sec): 3 clusters
  Score: Raw -155048.116746 + Penalty 2470.455759 = -152577.660987
  nChanged 59
		SP:Iteration 5Q (9711.540000 sec): 3 clusters
  Score: Raw -155098.833904 + Penalty 2470.455759 = -152628.378145
  nChanged 58
		SP:Iteration 6Q (9711.720000 sec): 3 clusters
  Score: Raw -155133.802634 + Penalty 2470.455759 = -152663.346875
  nChanged 35
		SP:Iteration 7Q (9711.900000 sec): 3 clusters
  Score: Raw -155153.966555 + Penalty 2470.455759 = -152683.510796
  nChanged 29
		SP:Iteration 8Q (9712.110000 sec): 3 clusters
  Score: Raw -155169.771638 + Penalty 2470.455759 = -152699.315880
  nChanged 21
		SP:Iteration 9Q (9712.260000 sec): 3 clusters
  Score: Raw -155183.350540 + Penalty 2470.455759 = -152712.894781
  nChanged 26
		SP:Iteration 10Q (9712.430000 sec): 3 clusters
  Score: Raw -155196.735330 + Penalty 2470.455759 = -152726.279571
  nChanged 23
		SP:Iteration 11Q (9712.670000 sec): 3 clusters
  Score: Raw -155213.541894 + Penalty 2470.455759 = -152743.086135
  nChanged 16
		SP:Iteration 12Q (9712.850000 sec): 3 clusters
  Score: Raw -155222.789201 + Penalty 2470.455759 = -152752.333442
  nChanged 11
		SP:Iteration 13Q (9713.040000 sec): 3 clusters
  Score: Raw -155227.300602 + Penalty 2470.455759 = -152756.844843
  nChanged 11
		SP:Iteration 14Q (9713.210000 sec): 3 clusters
  Score: Raw -155231.327526 + Penalty 2470.455759 = -152760.871767
  nChanged 11
		SP:Iteration 15Q (9713.390000 sec): 3 clusters
  Score: Raw -155235.178480 + Penalty 2470.455759 = -152764.722721
  nChanged 12
		SP:Iteration 16Q (9713.560000 sec): 3 clusters
  Score: Raw -155240.020451 + Penalty 2470.455759 = -152769.564692
  nChanged 11
		SP:Iteration 17Q (9713.770000 sec): 3 clusters
  Score: Raw -155244.381347 + Penalty 2470.455759 = -152773.925589
  nChanged 11
		SP:Iteration 18Q (9713.950000 sec): 3 clusters
  Score: Raw -155249.686498 + Penalty 2470.455759 = -152779.230739
  nChanged 8
		SP:Iteration 19Q (9714.180000 sec): 3 clusters
  Score: Raw -155252.625365 + Penalty 2470.455759 = -152782.169606
  nChanged 5
		SP:Iteration 20F (9714.350000 sec): 3 clusters
  Score: Raw -155254.529201 + Penalty 2470.455759 = -152784.073442
  nChanged 2
		SP:Iteration 21Q (9714.550000 sec): 3 clusters
  Score: Raw -155256.876483 + Penalty 2470.455759 = -152786.420724
  nChanged 5
		SP:Iteration 22Q (9714.740000 sec): 3 clusters
  Score: Raw -155259.453470 + Penalty 2470.455759 = -152788.997711
  nChanged 4
		SP:Iteration 23Q (9714.890000 sec): 3 clusters
  Score: Raw -155262.616189 + Penalty 2470.455759 = -152792.160430
  nChanged 9
		SP:Iteration 24Q (9715.090000 sec): 3 clusters
  Score: Raw -155267.534729 + Penalty 2470.455759 = -152797.078970
  nChanged 8
		SP:Iteration 25Q (9715.330000 sec): 3 clusters
  Score: Raw -155270.249978 + Penalty 2470.455759 = -152799.794219
  nChanged 3
		SP:Iteration 26Q (9715.500000 sec): 3 clusters
  Score: Raw -155271.039062 + Penalty 2470.455759 = -152800.583303
  nChanged 1
		SP:Iteration 27Q (9715.690000 sec): 3 clusters
  Score: Raw -155271.229580 + Penalty 2470.455759 = -152800.773822
  nChanged 1
		SP:Iteration 28Q (9715.860000 sec): 3 clusters
  Score: Raw -155271.355531 + Penalty 2470.455759 = -152800.899772
  nChanged 0
		SP:Iteration 29F (9716.020000 sec): 3 clusters
  Score: Raw -155271.355531 + Penalty 2470.455759 = -152800.899772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9716.100000 sec): 2 clusters
  Score: Raw -71986.821490 + Penalty 1120.219158 = -70866.602332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9716.290000 sec): 3 clusters
  Score: Raw -71663.897368 + Penalty 2240.438315 = -69423.459052
  nChanged 302
		SP:Iteration 1F (9716.490000 sec): 3 clusters
  Score: Raw -71948.468548 + Penalty 2240.438315 = -69708.030233
  nChanged 81
		SP:Iteration 2F (9716.680000 sec): 3 clusters
  Score: Raw -72082.646438 + Penalty 2240.438315 = -69842.208123
  nChanged 48
		SP:Iteration 3Q (9716.900000 sec): 3 clusters
  Score: Raw -72150.878116 + Penalty 2240.438315 = -69910.439801
  nChanged 29
		SP:Iteration 4Q (9717.100000 sec): 3 clusters
  Score: Raw -72181.794312 + Penalty 2240.438315 = -69941.355997
  nChanged 16
		SP:Iteration 5Q (9717.290000 sec): 3 clusters
  Score: Raw -72195.705824 + Penalty 2240.438315 = -69955.267508
  nChanged 16
		SP:Iteration 6Q (9717.460000 sec): 3 clusters
  Score: Raw -72214.102501 + Penalty 2240.438315 = -69973.664185
  nChanged 18
		SP:Iteration 7Q (9717.660000 sec): 3 clusters
  Score: Raw -72230.701015 + Penalty 2240.438315 = -69990.262699
  nChanged 12
		SP:Iteration 8Q (9717.870000 sec): 3 clusters
  Score: Raw -72244.480758 + Penalty 2240.438315 = -70004.042443
  nChanged 7
		SP:Iteration 9Q (9718.040000 sec): 3 clusters
  Score: Raw -72253.271221 + Penalty 2240.438315 = -70012.832905
  nChanged 6
		SP:Iteration 10Q (9718.180000 sec): 3 clusters
  Score: Raw -72258.275752 + Penalty 2240.438315 = -70017.837437
  nChanged 4
		SP:Iteration 11Q (9718.350000 sec): 3 clusters
  Score: Raw -72262.629013 + Penalty 2240.438315 = -70022.190697
  nChanged 3
		SP:Iteration 12Q (9718.530000 sec): 3 clusters
  Score: Raw -72266.911601 + Penalty 2240.438315 = -70026.473286
  nChanged 4
		SP:Iteration 13Q (9718.710000 sec): 3 clusters
  Score: Raw -72269.865324 + Penalty 2240.438315 = -70029.427009
  nChanged 5
		SP:Iteration 14Q (9718.880000 sec): 3 clusters
  Score: Raw -72274.477466 + Penalty 2240.438315 = -70034.039150
  nChanged 1
		SP:Iteration 15Q (9719.020000 sec): 3 clusters
  Score: Raw -72274.963159 + Penalty 2240.438315 = -70034.524844
  nChanged 0
		SP:Iteration 16F (9719.200000 sec): 3 clusters
  Score: Raw -72274.963159 + Penalty 2240.438315 = -70034.524844
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9719.290000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9719.450000 sec): 3 clusters
  Score: Raw -249022.927810 + Penalty 2607.867433 = -246415.060377
  nChanged 1154
		SP:Iteration 1F (9719.660000 sec): 3 clusters
  Score: Raw -249729.745621 + Penalty 2607.867433 = -247121.878188
  nChanged 240
		SP:Iteration 2F (9719.850000 sec): 3 clusters
  Score: Raw -249907.813876 + Penalty 2607.867433 = -247299.946443
  nChanged 177
		SP:Iteration 3F (9720.030000 sec): 3 clusters
  Score: Raw -250033.906312 + Penalty 2607.867433 = -247426.038880
  nChanged 135
		SP:Iteration 4Q (9720.240000 sec): 3 clusters
  Score: Raw -250118.097410 + Penalty 2607.867433 = -247510.229977
  nChanged 115
		SP:Iteration 5Q (9720.440000 sec): 3 clusters
  Score: Raw -250179.827127 + Penalty 2607.867433 = -247571.959694
  nChanged 94
		SP:Iteration 6Q (9720.610000 sec): 3 clusters
  Score: Raw -250236.694300 + Penalty 2607.867433 = -247628.826867
  nChanged 88
		SP:Iteration 7Q (9720.790000 sec): 3 clusters
  Score: Raw -250296.321445 + Penalty 2607.867433 = -247688.454012
  nChanged 77
		SP:Iteration 8Q (9721.010000 sec): 3 clusters
  Score: Raw -250340.241907 + Penalty 2607.867433 = -247732.374474
  nChanged 65
		SP:Iteration 9Q (9721.180000 sec): 3 clusters
  Score: Raw -250373.527343 + Penalty 2607.867433 = -247765.659910
  nChanged 55
		SP:Iteration 10Q (9721.390000 sec): 3 clusters
  Score: Raw -250405.342490 + Penalty 2607.867433 = -247797.475057
  nChanged 49
		SP:Iteration 11Q (9721.590000 sec): 3 clusters
  Score: Raw -250434.111538 + Penalty 2607.867433 = -247826.244105
  nChanged 44
		SP:Iteration 12Q (9721.740000 sec): 3 clusters
  Score: Raw -250454.697971 + Penalty 2607.867433 = -247846.830539
  nChanged 30
		SP:Iteration 13Q (9721.910000 sec): 3 clusters
  Score: Raw -250469.471301 + Penalty 2607.867433 = -247861.603868
  nChanged 31
		SP:Iteration 14Q (9722.130000 sec): 3 clusters
  Score: Raw -250484.608523 + Penalty 2607.867433 = -247876.741090
  nChanged 23
		SP:Iteration 15Q (9722.330000 sec): 3 clusters
  Score: Raw -250499.905978 + Penalty 2607.867433 = -247892.038545
  nChanged 17
		SP:Iteration 16Q (9722.480000 sec): 3 clusters
  Score: Raw -250509.463703 + Penalty 2607.867433 = -247901.596270
  nChanged 24
		SP:Iteration 17Q (9722.700000 sec): 3 clusters
  Score: Raw -250520.904687 + Penalty 2607.867433 = -247913.037254
  nChanged 23
		SP:Iteration 18Q (9722.920000 sec): 3 clusters
  Score: Raw -250531.023303 + Penalty 2607.867433 = -247923.155870
  nChanged 15
		SP:Iteration 19Q (9723.080000 sec): 3 clusters
  Score: Raw -250536.614734 + Penalty 2607.867433 = -247928.747301
  nChanged 10
		SP:Iteration 20F (9723.260000 sec): 3 clusters
  Score: Raw -250541.495846 + Penalty 2607.867433 = -247933.628413
  nChanged 15
		SP:Iteration 21Q (9723.520000 sec): 3 clusters
  Score: Raw -250549.119681 + Penalty 2607.867433 = -247941.252248
  nChanged 15
		SP:Iteration 22Q (9723.700000 sec): 3 clusters
  Score: Raw -250555.866352 + Penalty 2607.867433 = -247947.998919
  nChanged 17
		SP:Iteration 23Q (9723.890000 sec): 3 clusters
  Score: Raw -250564.760197 + Penalty 2607.867433 = -247956.892764
  nChanged 12
		SP:Iteration 24Q (9724.090000 sec): 3 clusters
  Score: Raw -250571.810051 + Penalty 2607.867433 = -247963.942618
  nChanged 13
		SP:Iteration 25Q (9724.290000 sec): 3 clusters
  Score: Raw -250581.580888 + Penalty 2607.867433 = -247973.713455
  nChanged 23
		SP:Iteration 26Q (9724.480000 sec): 3 clusters
  Score: Raw -250593.748420 + Penalty 2607.867433 = -247985.880988
  nChanged 19
		SP:Iteration 27Q (9724.730000 sec): 3 clusters
  Score: Raw -250603.320982 + Penalty 2607.867433 = -247995.453549
  nChanged 19
		SP:Iteration 28Q (9724.920000 sec): 3 clusters
  Score: Raw -250614.853591 + Penalty 2607.867433 = -248006.986158
  nChanged 17
		SP:Iteration 29Q (9725.100000 sec): 3 clusters
  Score: Raw -250625.621074 + Penalty 2607.867433 = -248017.753642
  nChanged 24
		SP:Iteration 30Q (9725.290000 sec): 3 clusters
  Score: Raw -250637.917917 + Penalty 2607.867433 = -248030.050484
  nChanged 20
		SP:Iteration 31Q (9725.520000 sec): 3 clusters
  Score: Raw -250648.439368 + Penalty 2607.867433 = -248040.571936
  nChanged 19
		SP:Iteration 32Q (9725.680000 sec): 3 clusters
  Score: Raw -250657.334737 + Penalty 2607.867433 = -248049.467304
  nChanged 18
		SP:Iteration 33Q (9725.840000 sec): 3 clusters
  Score: Raw -250668.041061 + Penalty 2607.867433 = -248060.173628
  nChanged 20
		SP:Iteration 34Q (9726.030000 sec): 3 clusters
  Score: Raw -250681.942391 + Penalty 2607.867433 = -248074.074958
  nChanged 23
		SP:Iteration 35Q (9726.250000 sec): 3 clusters
  Score: Raw -250692.275863 + Penalty 2607.867433 = -248084.408430
  nChanged 16
		SP:Iteration 36Q (9726.430000 sec): 3 clusters
  Score: Raw -250701.104589 + Penalty 2607.867433 = -248093.237156
  nChanged 18
		SP:Iteration 37Q (9726.640000 sec): 3 clusters
  Score: Raw -250711.354940 + Penalty 2607.867433 = -248103.487507
  nChanged 21
		SP:Iteration 38Q (9726.850000 sec): 3 clusters
  Score: Raw -250722.682636 + Penalty 2607.867433 = -248114.815203
  nChanged 27
		SP:Iteration 39Q (9727.010000 sec): 3 clusters
  Score: Raw -250739.453748 + Penalty 2607.867433 = -248131.586315
  nChanged 28
		SP:Iteration 40F (9727.190000 sec): 3 clusters
  Score: Raw -250760.631297 + Penalty 2607.867433 = -248152.763864
  nChanged 30
		SP:Iteration 41Q (9727.370000 sec): 3 clusters
  Score: Raw -250781.510606 + Penalty 2607.867433 = -248173.643173
  nChanged 44
		SP:Iteration 42Q (9727.570000 sec): 3 clusters
  Score: Raw -250826.564615 + Penalty 2607.867433 = -248218.697182
  nChanged 52
		SP:Iteration 43Q (9727.770000 sec): 3 clusters
  Score: Raw -250883.340051 + Penalty 2607.867433 = -248275.472618
  nChanged 55
		SP:Iteration 44Q (9727.930000 sec): 3 clusters
  Score: Raw -250948.224943 + Penalty 2607.867433 = -248340.357510
  nChanged 56
		SP:Iteration 45Q (9728.170000 sec): 3 clusters
  Score: Raw -251031.834495 + Penalty 2607.867433 = -248423.967062
  nChanged 72
		SP:Iteration 46Q (9728.350000 sec): 3 clusters
  Score: Raw -251126.046314 + Penalty 2607.867433 = -248518.178881
  nChanged 69
		SP:Iteration 47Q (9728.490000 sec): 3 clusters
  Score: Raw -251206.532692 + Penalty 2607.867433 = -248598.665259
  nChanged 48
		SP:Iteration 48Q (9728.630000 sec): 3 clusters
  Score: Raw -251252.483161 + Penalty 2607.867433 = -248644.615728
  nChanged 36
		SP:Iteration 49Q (9728.810000 sec): 3 clusters
  Score: Raw -251293.780232 + Penalty 2607.867433 = -248685.912799
  nChanged 31
		SP:Iteration 50Q (9728.940000 sec): 3 clusters
  Score: Raw -251345.863415 + Penalty 2607.867433 = -248737.995982
  nChanged 37
		SP:Iteration 51Q (9729.150000 sec): 3 clusters
  Score: Raw -251400.838051 + Penalty 2607.867433 = -248792.970618
  nChanged 36
		SP:Iteration 52Q (9729.310000 sec): 3 clusters
  Score: Raw -251445.885234 + Penalty 2607.867433 = -248838.017801
  nChanged 28
		SP:Iteration 53Q (9729.510000 sec): 3 clusters
  Score: Raw -251474.855595 + Penalty 2607.867433 = -248866.988162
  nChanged 22
		SP:Iteration 54Q (9729.660000 sec): 3 clusters
  Score: Raw -251500.320090 + Penalty 2607.867433 = -248892.452657
  nChanged 22
		SP:Iteration 55Q (9729.830000 sec): 3 clusters
  Score: Raw -251522.252724 + Penalty 2607.867433 = -248914.385291
  nChanged 16
		SP:Iteration 56Q (9730.030000 sec): 3 clusters
  Score: Raw -251532.058404 + Penalty 2607.867433 = -248924.190972
  nChanged 5
		SP:Iteration 57Q (9730.240000 sec): 3 clusters
  Score: Raw -251534.594265 + Penalty 2607.867433 = -248926.726832
  nChanged 4
		SP:Iteration 58Q (9730.390000 sec): 3 clusters
  Score: Raw -251536.043363 + Penalty 2607.867433 = -248928.175930
  nChanged 5
		SP:Iteration 59Q (9730.610000 sec): 3 clusters
  Score: Raw -251537.801604 + Penalty 2607.867433 = -248929.934171
  nChanged 3
		SP:Iteration 60F (9730.750000 sec): 3 clusters
  Score: Raw -251550.578262 + Penalty 2607.867433 = -248942.710829
  nChanged 3
		SP:Iteration 61Q (9730.890000 sec): 3 clusters
  Score: Raw -251552.500209 + Penalty 2607.867433 = -248944.632776
  nChanged 3
		SP:Iteration 62Q (9731.070000 sec): 3 clusters
  Score: Raw -251553.457274 + Penalty 2607.867433 = -248945.589841
  nChanged 3
		SP:Iteration 63Q (9731.240000 sec): 3 clusters
  Score: Raw -251555.585084 + Penalty 2607.867433 = -248947.717651
  nChanged 2
		SP:Iteration 64Q (9731.420000 sec): 3 clusters
  Score: Raw -251556.323615 + Penalty 2607.867433 = -248948.456182
  nChanged 2
		SP:Iteration 65Q (9731.580000 sec): 3 clusters
  Score: Raw -251556.725425 + Penalty 2607.867433 = -248948.857992
  nChanged 1
		SP:Iteration 66Q (9731.740000 sec): 3 clusters
  Score: Raw -251556.955186 + Penalty 2607.867433 = -248949.087754
  nChanged 0
		SP:Iteration 67F (9731.920000 sec): 3 clusters
  Score: Raw -251556.955186 + Penalty 2607.867433 = -248949.087754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9732.020000 sec): 2 clusters
  Score: Raw -45050.508558 + Penalty 1076.410600 = -43974.097958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9732.240000 sec): 3 clusters
  Score: Raw -44862.703306 + Penalty 2152.821199 = -42709.882107
  nChanged 215
		SP:Iteration 1F (9732.390000 sec): 3 clusters
  Score: Raw -45128.290218 + Penalty 2152.821199 = -42975.469019
  nChanged 53
		SP:Iteration 2F (9732.610000 sec): 3 clusters
  Score: Raw -45209.578479 + Penalty 2152.821199 = -43056.757280
  nChanged 33
		SP:Iteration 3Q (9732.780000 sec): 3 clusters
  Score: Raw -45256.902657 + Penalty 2152.821199 = -43104.081458
  nChanged 18
		SP:Iteration 4Q (9732.980000 sec): 3 clusters
  Score: Raw -45277.113779 + Penalty 2152.821199 = -43124.292580
  nChanged 13
		SP:Iteration 5Q (9733.140000 sec): 3 clusters
  Score: Raw -45292.099292 + Penalty 2152.821199 = -43139.278093
  nChanged 7
		SP:Iteration 6Q (9733.360000 sec): 3 clusters
  Score: Raw -45300.623687 + Penalty 2152.821199 = -43147.802488
  nChanged 10
		SP:Iteration 7Q (9733.520000 sec): 3 clusters
  Score: Raw -45311.319609 + Penalty 2152.821199 = -43158.498410
  nChanged 10
		SP:Iteration 8Q (9733.760000 sec): 3 clusters
  Score: Raw -45326.341911 + Penalty 2152.821199 = -43173.520712
  nChanged 9
		SP:Iteration 9Q (9733.910000 sec): 3 clusters
  Score: Raw -45339.306853 + Penalty 2152.821199 = -43186.485654
  nChanged 10
		SP:Iteration 10Q (9734.090000 sec): 3 clusters
  Score: Raw -45355.381503 + Penalty 2152.821199 = -43202.560304
  nChanged 12
		SP:Iteration 11Q (9734.300000 sec): 3 clusters
  Score: Raw -45378.404111 + Penalty 2152.821199 = -43225.582912
  nChanged 12
		SP:Iteration 12Q (9734.480000 sec): 3 clusters
  Score: Raw -45391.498565 + Penalty 2152.821199 = -43238.677366
  nChanged 9
		SP:Iteration 13Q (9734.680000 sec): 3 clusters
  Score: Raw -45402.739379 + Penalty 2152.821199 = -43249.918180
  nChanged 9
		SP:Iteration 14Q (9734.830000 sec): 3 clusters
  Score: Raw -45412.293055 + Penalty 2152.821199 = -43259.471856
  nChanged 6
		SP:Iteration 15Q (9735.020000 sec): 3 clusters
  Score: Raw -45422.677216 + Penalty 2152.821199 = -43269.856017
  nChanged 3
		SP:Iteration 16Q (9735.210000 sec): 3 clusters
  Score: Raw -45425.748360 + Penalty 2152.821199 = -43272.927161
  nChanged 1
		SP:Iteration 17Q (9735.390000 sec): 3 clusters
  Score: Raw -45426.254965 + Penalty 2152.821199 = -43273.433766
  nChanged 1
		SP:Iteration 18Q (9735.590000 sec): 3 clusters
  Score: Raw -45426.546052 + Penalty 2152.821199 = -43273.724853
  nChanged 0
		SP:Iteration 19F (9735.770000 sec): 3 clusters
  Score: Raw -45426.546052 + Penalty 2152.821199 = -43273.724853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9735.870000 sec): 2 clusters
  Score: Raw -45285.449501 + Penalty 1028.579647 = -44256.869854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9736.050000 sec): 3 clusters
  Score: Raw -45206.342201 + Penalty 2057.159294 = -43149.182906
  nChanged 143
		SP:Iteration 1F (9736.230000 sec): 3 clusters
  Score: Raw -45397.452306 + Penalty 2057.159294 = -43340.293011
  nChanged 32
		SP:Iteration 2F (9736.410000 sec): 3 clusters
  Score: Raw -45442.127788 + Penalty 2057.159294 = -43384.968494
  nChanged 17
		SP:Iteration 3Q (9736.630000 sec): 3 clusters
  Score: Raw -45468.871775 + Penalty 2057.159294 = -43411.712480
  nChanged 13
		SP:Iteration 4Q (9736.810000 sec): 3 clusters
  Score: Raw -45484.443323 + Penalty 2057.159294 = -43427.284029
  nChanged 5
		SP:Iteration 5Q (9737.010000 sec): 3 clusters
  Score: Raw -45489.993687 + Penalty 2057.159294 = -43432.834392
  nChanged 4
		SP:Iteration 6Q (9737.170000 sec): 3 clusters
  Score: Raw -45495.836304 + Penalty 2057.159294 = -43438.677010
  nChanged 3
		SP:Iteration 7Q (9737.380000 sec): 3 clusters
  Score: Raw -45508.458919 + Penalty 2057.159294 = -43451.299625
  nChanged 8
		SP:Iteration 8Q (9737.530000 sec): 3 clusters
  Score: Raw -45527.500148 + Penalty 2057.159294 = -43470.340854
  nChanged 9
		SP:Iteration 9Q (9737.710000 sec): 3 clusters
  Score: Raw -45539.724852 + Penalty 2057.159294 = -43482.565557
  nChanged 3
		SP:Iteration 10Q (9737.880000 sec): 3 clusters
  Score: Raw -45543.234359 + Penalty 2057.159294 = -43486.075064
  nChanged 1
		SP:Iteration 11Q (9738.070000 sec): 3 clusters
  Score: Raw -45544.083192 + Penalty 2057.159294 = -43486.923898
  nChanged 2
		SP:Iteration 12Q (9738.260000 sec): 3 clusters
  Score: Raw -45545.249504 + Penalty 2057.159294 = -43488.090210
  nChanged 0
		SP:Iteration 13F (9738.430000 sec): 3 clusters
  Score: Raw -45545.249504 + Penalty 2057.159294 = -43488.090210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9738.590000 sec): 2 clusters
  Score: Raw -743787.126893 + Penalty 1471.508904 = -742315.617989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9738.770000 sec): 3 clusters
  Score: Raw -738904.423033 + Penalty 2943.017808 = -735961.405224
  nChanged 3705
		SP:Iteration 1F (9739.030000 sec): 3 clusters
  Score: Raw -740898.774444 + Penalty 2943.017808 = -737955.756635
  nChanged 541
		SP:Iteration 2F (9739.220000 sec): 3 clusters
  Score: Raw -741190.246349 + Penalty 2943.017808 = -738247.228541
  nChanged 538
		SP:Iteration 3F (9739.430000 sec): 3 clusters
  Score: Raw -741529.604318 + Penalty 2943.017808 = -738586.586509
  nChanged 585
		SP:Iteration 4F (9739.650000 sec): 3 clusters
  Score: Raw -741949.486731 + Penalty 2943.017808 = -739006.468923
  nChanged 636
		SP:Iteration 5F (9739.900000 sec): 3 clusters
  Score: Raw -742405.255898 + Penalty 2943.017808 = -739462.238089
  nChanged 562
		SP:Iteration 6F (9740.120000 sec): 3 clusters
  Score: Raw -742784.614102 + Penalty 2943.017808 = -739841.596293
  nChanged 488
		SP:Iteration 7F (9740.320000 sec): 3 clusters
  Score: Raw -743091.499904 + Penalty 2943.017808 = -740148.482096
  nChanged 351
		SP:Iteration 8Q (9740.530000 sec): 3 clusters
  Score: Raw -743266.134982 + Penalty 2943.017808 = -740323.117174
  nChanged 241
		SP:Iteration 9Q (9740.730000 sec): 3 clusters
  Score: Raw -743376.990772 + Penalty 2943.017808 = -740433.972964
  nChanged 188
		SP:Iteration 10Q (9740.960000 sec): 3 clusters
  Score: Raw -743452.374951 + Penalty 2943.017808 = -740509.357142
  nChanged 157
		SP:Iteration 11Q (9741.230000 sec): 3 clusters
  Score: Raw -743513.967989 + Penalty 2943.017808 = -740570.950180
  nChanged 113
		SP:Iteration 12Q (9741.420000 sec): 3 clusters
  Score: Raw -743553.909658 + Penalty 2943.017808 = -740610.891849
  nChanged 90
		SP:Iteration 13Q (9741.640000 sec): 3 clusters
  Score: Raw -743578.950374 + Penalty 2943.017808 = -740635.932566
  nChanged 79
		SP:Iteration 14Q (9741.850000 sec): 3 clusters
  Score: Raw -743600.627227 + Penalty 2943.017808 = -740657.609419
  nChanged 78
		SP:Iteration 15Q (9742.050000 sec): 3 clusters
  Score: Raw -743630.469015 + Penalty 2943.017808 = -740687.451207
  nChanged 96
		SP:Iteration 16Q (9742.250000 sec): 3 clusters
  Score: Raw -743666.834147 + Penalty 2943.017808 = -740723.816338
  nChanged 101
		SP:Iteration 17Q (9742.510000 sec): 3 clusters
  Score: Raw -743704.112181 + Penalty 2943.017808 = -740761.094372
  nChanged 86
		SP:Iteration 18Q (9742.750000 sec): 3 clusters
  Score: Raw -743734.450861 + Penalty 2943.017808 = -740791.433053
  nChanged 63
		SP:Iteration 19Q (9743.010000 sec): 3 clusters
  Score: Raw -743754.544461 + Penalty 2943.017808 = -740811.526652
  nChanged 56
		SP:Iteration 20F (9743.240000 sec): 3 clusters
  Score: Raw -743769.385259 + Penalty 2943.017808 = -740826.367450
  nChanged 50
		SP:Iteration 21Q (9743.470000 sec): 3 clusters
  Score: Raw -743784.488884 + Penalty 2943.017808 = -740841.471075
  nChanged 52
		SP:Iteration 22Q (9743.710000 sec): 3 clusters
  Score: Raw -743800.474216 + Penalty 2943.017808 = -740857.456408
  nChanged 44
		SP:Iteration 23Q (9743.930000 sec): 3 clusters
  Score: Raw -743814.447405 + Penalty 2943.017808 = -740871.429596
  nChanged 39
		SP:Iteration 24Q (9744.200000 sec): 3 clusters
  Score: Raw -743828.093839 + Penalty 2943.017808 = -740885.076030
  nChanged 48
		SP:Iteration 25Q (9744.400000 sec): 3 clusters
  Score: Raw -743844.517034 + Penalty 2943.017808 = -740901.499225
  nChanged 43
		SP:Iteration 26Q (9744.650000 sec): 3 clusters
  Score: Raw -743858.732761 + Penalty 2943.017808 = -740915.714953
  nChanged 43
		SP:Iteration 27Q (9744.850000 sec): 3 clusters
  Score: Raw -743877.696381 + Penalty 2943.017808 = -740934.678572
  nChanged 37
		SP:Iteration 28Q (9745.070000 sec): 3 clusters
  Score: Raw -743896.515409 + Penalty 2943.017808 = -740953.497601
  nChanged 45
		SP:Iteration 29Q (9745.310000 sec): 3 clusters
  Score: Raw -743919.579798 + Penalty 2943.017808 = -740976.561990
  nChanged 50
		SP:Iteration 30Q (9745.540000 sec): 3 clusters
  Score: Raw -743944.844372 + Penalty 2943.017808 = -741001.826564
  nChanged 50
		SP:Iteration 31Q (9745.770000 sec): 3 clusters
  Score: Raw -743969.343285 + Penalty 2943.017808 = -741026.325477
  nChanged 54
		SP:Iteration 32Q (9746.020000 sec): 3 clusters
  Score: Raw -743994.401513 + Penalty 2943.017808 = -741051.383705
  nChanged 47
		SP:Iteration 33Q (9746.240000 sec): 3 clusters
  Score: Raw -744018.641936 + Penalty 2943.017808 = -741075.624127
  nChanged 39
		SP:Iteration 34Q (9746.470000 sec): 3 clusters
  Score: Raw -744036.513316 + Penalty 2943.017808 = -741093.495507
  nChanged 37
		SP:Iteration 35Q (9746.670000 sec): 3 clusters
  Score: Raw -744053.762036 + Penalty 2943.017808 = -741110.744227
  nChanged 32
		SP:Iteration 36Q (9746.880000 sec): 3 clusters
  Score: Raw -744071.193463 + Penalty 2943.017808 = -741128.175655
  nChanged 28
		SP:Iteration 37Q (9747.140000 sec): 3 clusters
  Score: Raw -744089.324033 + Penalty 2943.017808 = -741146.306224
  nChanged 25
		SP:Iteration 38Q (9747.320000 sec): 3 clusters
  Score: Raw -744102.946166 + Penalty 2943.017808 = -741159.928357
  nChanged 24
		SP:Iteration 39Q (9747.540000 sec): 3 clusters
  Score: Raw -744113.238724 + Penalty 2943.017808 = -741170.220915
  nChanged 14
		SP:Iteration 40F (9747.720000 sec): 3 clusters
  Score: Raw -744120.030934 + Penalty 2943.017808 = -741177.013126
  nChanged 13
		SP:Iteration 41Q (9747.900000 sec): 3 clusters
  Score: Raw -744125.715117 + Penalty 2943.017808 = -741182.697309
  nChanged 6
		SP:Iteration 42Q (9748.090000 sec): 3 clusters
  Score: Raw -744128.408146 + Penalty 2943.017808 = -741185.390338
  nChanged 7
		SP:Iteration 43Q (9748.340000 sec): 3 clusters
  Score: Raw -744130.770790 + Penalty 2943.017808 = -741187.752981
  nChanged 3
		SP:Iteration 44Q (9748.570000 sec): 3 clusters
  Score: Raw -744132.497014 + Penalty 2943.017808 = -741189.479206
  nChanged 1
		SP:Iteration 45Q (9748.760000 sec): 3 clusters
  Score: Raw -744132.925666 + Penalty 2943.017808 = -741189.907857
  nChanged 3
		SP:Iteration 46Q (9748.970000 sec): 3 clusters
  Score: Raw -744133.778855 + Penalty 2943.017808 = -741190.761047
  nChanged 1
		SP:Iteration 47Q (9749.190000 sec): 3 clusters
  Score: Raw -744134.108147 + Penalty 2943.017808 = -741191.090338
  nChanged 2
		SP:Iteration 48Q (9749.380000 sec): 3 clusters
  Score: Raw -744134.900415 + Penalty 2943.017808 = -741191.882606
  nChanged 1
		SP:Iteration 49Q (9749.620000 sec): 3 clusters
  Score: Raw -744135.288935 + Penalty 2943.017808 = -741192.271126
  nChanged 1
		SP:Iteration 50Q (9749.820000 sec): 3 clusters
  Score: Raw -744135.609131 + Penalty 2943.017808 = -741192.591323
  nChanged 1
		SP:Iteration 51Q (9750.000000 sec): 3 clusters
  Score: Raw -744135.840203 + Penalty 2943.017808 = -741192.822395
  nChanged 1
		SP:Iteration 52Q (9750.200000 sec): 3 clusters
  Score: Raw -744136.034335 + Penalty 2943.017808 = -741193.016527
  nChanged 0
		SP:Iteration 53F (9750.400000 sec): 3 clusters
  Score: Raw -744136.034335 + Penalty 2943.017808 = -741193.016527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9750.480000 sec): 2 clusters
  Score: Raw -396390.560297 + Penalty 1385.209702 = -395005.350595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9750.640000 sec): 3 clusters
  Score: Raw -393775.377645 + Penalty 2770.419403 = -391004.958242
  nChanged 2077
		SP:Iteration 1F (9750.880000 sec): 3 clusters
  Score: Raw -394966.838291 + Penalty 2770.419403 = -392196.418887
  nChanged 409
		SP:Iteration 2F (9751.050000 sec): 3 clusters
  Score: Raw -395235.413024 + Penalty 2770.419403 = -392464.993621
  nChanged 335
		SP:Iteration 3F (9751.200000 sec): 3 clusters
  Score: Raw -395477.286936 + Penalty 2770.419403 = -392706.867532
  nChanged 318
		SP:Iteration 4F (9751.390000 sec): 3 clusters
  Score: Raw -395716.557780 + Penalty 2770.419403 = -392946.138376
  nChanged 284
		SP:Iteration 5F (9751.570000 sec): 3 clusters
  Score: Raw -395920.670072 + Penalty 2770.419403 = -393150.250668
  nChanged 223
		SP:Iteration 6Q (9751.790000 sec): 3 clusters
  Score: Raw -396055.440592 + Penalty 2770.419403 = -393285.021188
  nChanged 193
		SP:Iteration 7Q (9751.980000 sec): 3 clusters
  Score: Raw -396169.050791 + Penalty 2770.419403 = -393398.631387
  nChanged 158
		SP:Iteration 8Q (9752.170000 sec): 3 clusters
  Score: Raw -396256.073583 + Penalty 2770.419403 = -393485.654180
  nChanged 120
		SP:Iteration 9Q (9752.330000 sec): 3 clusters
  Score: Raw -396310.528301 + Penalty 2770.419403 = -393540.108897
  nChanged 99
		SP:Iteration 10Q (9752.540000 sec): 3 clusters
  Score: Raw -396357.203374 + Penalty 2770.419403 = -393586.783970
  nChanged 68
		SP:Iteration 11Q (9752.750000 sec): 3 clusters
  Score: Raw -396380.288421 + Penalty 2770.419403 = -393609.869017
  nChanged 61
		SP:Iteration 12Q (9752.960000 sec): 3 clusters
  Score: Raw -396404.470242 + Penalty 2770.419403 = -393634.050838
  nChanged 53
		SP:Iteration 13Q (9753.130000 sec): 3 clusters
  Score: Raw -396423.780654 + Penalty 2770.419403 = -393653.361251
  nChanged 50
		SP:Iteration 14Q (9753.310000 sec): 3 clusters
  Score: Raw -396443.360038 + Penalty 2770.419403 = -393672.940634
  nChanged 44
		SP:Iteration 15Q (9753.500000 sec): 3 clusters
  Score: Raw -396461.707593 + Penalty 2770.419403 = -393691.288190
  nChanged 47
		SP:Iteration 16Q (9753.710000 sec): 3 clusters
  Score: Raw -396480.113460 + Penalty 2770.419403 = -393709.694057
  nChanged 40
		SP:Iteration 17Q (9753.880000 sec): 3 clusters
  Score: Raw -396496.787099 + Penalty 2770.419403 = -393726.367696
  nChanged 36
		SP:Iteration 18Q (9754.090000 sec): 3 clusters
  Score: Raw -396511.206824 + Penalty 2770.419403 = -393740.787421
  nChanged 32
		SP:Iteration 19Q (9754.260000 sec): 3 clusters
  Score: Raw -396522.978438 + Penalty 2770.419403 = -393752.559035
  nChanged 25
		SP:Iteration 20F (9754.470000 sec): 3 clusters
  Score: Raw -396531.659834 + Penalty 2770.419403 = -393761.240431
  nChanged 25
		SP:Iteration 21Q (9754.660000 sec): 3 clusters
  Score: Raw -396540.555635 + Penalty 2770.419403 = -393770.136231
  nChanged 25
		SP:Iteration 22Q (9754.870000 sec): 3 clusters
  Score: Raw -396546.655077 + Penalty 2770.419403 = -393776.235674
  nChanged 12
		SP:Iteration 23Q (9755.050000 sec): 3 clusters
  Score: Raw -396549.739270 + Penalty 2770.419403 = -393779.319867
  nChanged 11
		SP:Iteration 24Q (9755.220000 sec): 3 clusters
  Score: Raw -396552.215711 + Penalty 2770.419403 = -393781.796307
  nChanged 5
		SP:Iteration 25Q (9755.420000 sec): 3 clusters
  Score: Raw -396553.249089 + Penalty 2770.419403 = -393782.829685
  nChanged 4
		SP:Iteration 26Q (9755.640000 sec): 3 clusters
  Score: Raw -396554.029474 + Penalty 2770.419403 = -393783.610071
  nChanged 5
		SP:Iteration 27Q (9755.840000 sec): 3 clusters
  Score: Raw -396555.664728 + Penalty 2770.419403 = -393785.245324
  nChanged 8
		SP:Iteration 28Q (9756.020000 sec): 3 clusters
  Score: Raw -396558.168295 + Penalty 2770.419403 = -393787.748892
  nChanged 6
		SP:Iteration 29Q (9756.240000 sec): 3 clusters
  Score: Raw -396559.559297 + Penalty 2770.419403 = -393789.139893
  nChanged 6
		SP:Iteration 30Q (9756.450000 sec): 3 clusters
  Score: Raw -396561.065931 + Penalty 2770.419403 = -393790.646528
  nChanged 5
		SP:Iteration 31Q (9756.660000 sec): 3 clusters
  Score: Raw -396562.569982 + Penalty 2770.419403 = -393792.150579
  nChanged 4
		SP:Iteration 32Q (9756.820000 sec): 3 clusters
  Score: Raw -396563.382369 + Penalty 2770.419403 = -393792.962966
  nChanged 3
		SP:Iteration 33Q (9757.000000 sec): 3 clusters
  Score: Raw -396564.056911 + Penalty 2770.419403 = -393793.637507
  nChanged 1
		SP:Iteration 34Q (9757.180000 sec): 3 clusters
  Score: Raw -396564.179517 + Penalty 2770.419403 = -393793.760114
  nChanged 0
		SP:Iteration 35F (9757.370000 sec): 3 clusters
  Score: Raw -396564.179517 + Penalty 2770.419403 = -393793.760114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9757.460000 sec): 2 clusters
  Score: Raw -291136.226561 + Penalty 1340.513484 = -289795.713078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9757.610000 sec): 3 clusters
  Score: Raw -289284.738873 + Penalty 2681.026968 = -286603.711905
  nChanged 1477
		SP:Iteration 1F (9757.770000 sec): 3 clusters
  Score: Raw -290185.989219 + Penalty 2681.026968 = -287504.962252
  nChanged 361
		SP:Iteration 2F (9757.920000 sec): 3 clusters
  Score: Raw -290502.929145 + Penalty 2681.026968 = -287821.902177
  nChanged 316
		SP:Iteration 3F (9758.100000 sec): 3 clusters
  Score: Raw -290785.513013 + Penalty 2681.026968 = -288104.486045
  nChanged 237
		SP:Iteration 4F (9758.280000 sec): 3 clusters
  Score: Raw -290980.197326 + Penalty 2681.026968 = -288299.170359
  nChanged 188
		SP:Iteration 5Q (9758.450000 sec): 3 clusters
  Score: Raw -291127.056578 + Penalty 2681.026968 = -288446.029610
  nChanged 139
		SP:Iteration 6Q (9758.680000 sec): 3 clusters
  Score: Raw -291225.365656 + Penalty 2681.026968 = -288544.338689
  nChanged 102
		SP:Iteration 7Q (9758.830000 sec): 3 clusters
  Score: Raw -291291.881085 + Penalty 2681.026968 = -288610.854117
  nChanged 85
		SP:Iteration 8Q (9759.000000 sec): 3 clusters
  Score: Raw -291345.589375 + Penalty 2681.026968 = -288664.562408
  nChanged 67
		SP:Iteration 9Q (9759.200000 sec): 3 clusters
  Score: Raw -291381.232625 + Penalty 2681.026968 = -288700.205658
  nChanged 49
		SP:Iteration 10Q (9759.390000 sec): 3 clusters
  Score: Raw -291403.640243 + Penalty 2681.026968 = -288722.613275
  nChanged 36
		SP:Iteration 11Q (9759.600000 sec): 3 clusters
  Score: Raw -291419.144894 + Penalty 2681.026968 = -288738.117926
  nChanged 32
		SP:Iteration 12Q (9759.780000 sec): 3 clusters
  Score: Raw -291430.713888 + Penalty 2681.026968 = -288749.686921
  nChanged 24
		SP:Iteration 13Q (9760.000000 sec): 3 clusters
  Score: Raw -291440.424468 + Penalty 2681.026968 = -288759.397500
  nChanged 21
		SP:Iteration 14Q (9760.220000 sec): 3 clusters
  Score: Raw -291448.060147 + Penalty 2681.026968 = -288767.033179
  nChanged 18
		SP:Iteration 15Q (9760.400000 sec): 3 clusters
  Score: Raw -291454.726426 + Penalty 2681.026968 = -288773.699459
  nChanged 19
		SP:Iteration 16Q (9760.620000 sec): 3 clusters
  Score: Raw -291460.756500 + Penalty 2681.026968 = -288779.729532
  nChanged 14
		SP:Iteration 17Q (9760.790000 sec): 3 clusters
  Score: Raw -291465.319342 + Penalty 2681.026968 = -288784.292375
  nChanged 15
		SP:Iteration 18Q (9760.970000 sec): 3 clusters
  Score: Raw -291470.818023 + Penalty 2681.026968 = -288789.791056
  nChanged 13
		SP:Iteration 19Q (9761.180000 sec): 3 clusters
  Score: Raw -291475.209424 + Penalty 2681.026968 = -288794.182457
  nChanged 11
		SP:Iteration 20F (9761.360000 sec): 3 clusters
  Score: Raw -291478.748694 + Penalty 2681.026968 = -288797.721726
  nChanged 7
		SP:Iteration 21Q (9761.540000 sec): 3 clusters
  Score: Raw -291480.330412 + Penalty 2681.026968 = -288799.303444
  nChanged 4
		SP:Iteration 22Q (9761.770000 sec): 3 clusters
  Score: Raw -291481.228577 + Penalty 2681.026968 = -288800.201610
  nChanged 1
		SP:Iteration 23Q (9761.970000 sec): 3 clusters
  Score: Raw -291481.547153 + Penalty 2681.026968 = -288800.520185
  nChanged 1
		SP:Iteration 24Q (9762.200000 sec): 3 clusters
  Score: Raw -291481.799274 + Penalty 2681.026968 = -288800.772306
  nChanged 2
		SP:Iteration 25Q (9762.390000 sec): 3 clusters
  Score: Raw -291482.243196 + Penalty 2681.026968 = -288801.216229
  nChanged 1
		SP:Iteration 26Q (9762.580000 sec): 3 clusters
  Score: Raw -291482.709311 + Penalty 2681.026968 = -288801.682344
  nChanged 0
		SP:Iteration 27F (9762.780000 sec): 3 clusters
  Score: Raw -291482.709311 + Penalty 2681.026968 = -288801.682344
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (8957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9762.890000 sec): 2 clusters
  Score: Raw -763683.909374 + Penalty 1478.780977 = -762205.128397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9763.180000 sec): 3 clusters
  Score: Raw -758711.373686 + Penalty 2957.561954 = -755753.811731
  nChanged 3805
		SP:Iteration 1F (9763.410000 sec): 3 clusters
  Score: Raw -760753.196730 + Penalty 2957.561954 = -757795.634776
  nChanged 597
		SP:Iteration 2F (9763.600000 sec): 3 clusters
  Score: Raw -761043.756037 + Penalty 2957.561954 = -758086.194083
  nChanged 550
		SP:Iteration 3F (9763.820000 sec): 3 clusters
  Score: Raw -761362.439023 + Penalty 2957.561954 = -758404.877068
  nChanged 600
		SP:Iteration 4F (9764.060000 sec): 3 clusters
  Score: Raw -761763.280619 + Penalty 2957.561954 = -758805.718665
  nChanged 610
		SP:Iteration 5F (9764.290000 sec): 3 clusters
  Score: Raw -762244.393319 + Penalty 2957.561954 = -759286.831365
  nChanged 566
		SP:Iteration 6F (9764.490000 sec): 3 clusters
  Score: Raw -762665.988142 + Penalty 2957.561954 = -759708.426188
  nChanged 466
		SP:Iteration 7F (9764.720000 sec): 3 clusters
  Score: Raw -763004.672052 + Penalty 2957.561954 = -760047.110098
  nChanged 322
		SP:Iteration 8Q (9764.950000 sec): 3 clusters
  Score: Raw -763234.043731 + Penalty 2957.561954 = -760276.481777
  nChanged 244
		SP:Iteration 9Q (9765.190000 sec): 3 clusters
  Score: Raw -763429.206646 + Penalty 2957.561954 = -760471.644692
  nChanged 189
		SP:Iteration 10Q (9765.400000 sec): 3 clusters
  Score: Raw -763591.422879 + Penalty 2957.561954 = -760633.860925
  nChanged 170
		SP:Iteration 11Q (9765.600000 sec): 3 clusters
  Score: Raw -763741.630474 + Penalty 2957.561954 = -760784.068520
  nChanged 134
		SP:Iteration 12Q (9765.830000 sec): 3 clusters
  Score: Raw -763864.380098 + Penalty 2957.561954 = -760906.818143
  nChanged 99
		SP:Iteration 13Q (9766.040000 sec): 3 clusters
  Score: Raw -763960.629150 + Penalty 2957.561954 = -761003.067195
  nChanged 83
		SP:Iteration 14Q (9766.230000 sec): 3 clusters
  Score: Raw -764045.565035 + Penalty 2957.561954 = -761088.003081
  nChanged 69
		SP:Iteration 15Q (9766.460000 sec): 3 clusters
  Score: Raw -764111.727554 + Penalty 2957.561954 = -761154.165599
  nChanged 65
		SP:Iteration 16Q (9766.630000 sec): 3 clusters
  Score: Raw -764159.141726 + Penalty 2957.561954 = -761201.579772
  nChanged 46
		SP:Iteration 17Q (9766.850000 sec): 3 clusters
  Score: Raw -764188.361126 + Penalty 2957.561954 = -761230.799171
  nChanged 35
		SP:Iteration 18Q (9767.000000 sec): 3 clusters
  Score: Raw -764209.223142 + Penalty 2957.561954 = -761251.661188
  nChanged 19
		SP:Iteration 19Q (9767.210000 sec): 3 clusters
  Score: Raw -764217.492619 + Penalty 2957.561954 = -761259.930664
  nChanged 11
		SP:Iteration 20F (9767.430000 sec): 3 clusters
  Score: Raw -764221.694846 + Penalty 2957.561954 = -761264.132892
  nChanged 6
		SP:Iteration 21Q (9767.620000 sec): 3 clusters
  Score: Raw -764224.094658 + Penalty 2957.561954 = -761266.532704
  nChanged 5
		SP:Iteration 22Q (9767.810000 sec): 3 clusters
  Score: Raw -764225.585357 + Penalty 2957.561954 = -761268.023403
  nChanged 4
		SP:Iteration 23Q (9768.070000 sec): 3 clusters
  Score: Raw -764226.666322 + Penalty 2957.561954 = -761269.104368
  nChanged 0
		SP:Iteration 24F (9768.240000 sec): 3 clusters
  Score: Raw -764226.666322 + Penalty 2957.561954 = -761269.104368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9768.330000 sec): 2 clusters
  Score: Raw -60093.762895 + Penalty 1100.439528 = -58993.323367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9768.500000 sec): 3 clusters
  Score: Raw -59865.993959 + Penalty 2200.879056 = -57665.114904
  nChanged 241
		SP:Iteration 1F (9768.660000 sec): 3 clusters
  Score: Raw -60136.616779 + Penalty 2200.879056 = -57935.737723
  nChanged 70
		SP:Iteration 2F (9768.850000 sec): 3 clusters
  Score: Raw -60232.984096 + Penalty 2200.879056 = -58032.105041
  nChanged 45
		SP:Iteration 3F (9769.040000 sec): 3 clusters
  Score: Raw -60305.019602 + Penalty 2200.879056 = -58104.140546
  nChanged 31
		SP:Iteration 4Q (9769.240000 sec): 3 clusters
  Score: Raw -60369.561255 + Penalty 2200.879056 = -58168.682200
  nChanged 29
		SP:Iteration 5Q (9769.450000 sec): 3 clusters
  Score: Raw -60420.859302 + Penalty 2200.879056 = -58219.980246
  nChanged 26
		SP:Iteration 6Q (9769.580000 sec): 3 clusters
  Score: Raw -60456.498610 + Penalty 2200.879056 = -58255.619554
  nChanged 19
		SP:Iteration 7Q (9769.760000 sec): 3 clusters
  Score: Raw -60489.189270 + Penalty 2200.879056 = -58288.310215
  nChanged 19
		SP:Iteration 8Q (9769.910000 sec): 3 clusters
  Score: Raw -60533.304864 + Penalty 2200.879056 = -58332.425809
  nChanged 21
		SP:Iteration 9Q (9770.080000 sec): 3 clusters
  Score: Raw -60573.870863 + Penalty 2200.879056 = -58372.991807
  nChanged 20
		SP:Iteration 10Q (9770.240000 sec): 3 clusters
  Score: Raw -60607.135629 + Penalty 2200.879056 = -58406.256573
  nChanged 13
		SP:Iteration 11Q (9770.400000 sec): 3 clusters
  Score: Raw -60627.022712 + Penalty 2200.879056 = -58426.143657
  nChanged 8
		SP:Iteration 12Q (9770.580000 sec): 3 clusters
  Score: Raw -60637.367235 + Penalty 2200.879056 = -58436.488179
  nChanged 4
		SP:Iteration 13Q (9770.770000 sec): 3 clusters
  Score: Raw -60641.982447 + Penalty 2200.879056 = -58441.103392
  nChanged 1
		SP:Iteration 14Q (9770.970000 sec): 3 clusters
  Score: Raw -60643.451439 + Penalty 2200.879056 = -58442.572384
  nChanged 0
		SP:Iteration 15F (9771.160000 sec): 3 clusters
  Score: Raw -60643.451439 + Penalty 2200.879056 = -58442.572384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9771.300000 sec): 2 clusters
  Score: Raw -338570.275847 + Penalty 1368.432442 = -337201.843404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9771.480000 sec): 3 clusters
  Score: Raw -336271.358127 + Penalty 2736.864885 = -333534.493242
  nChanged 1819
		SP:Iteration 1F (9771.700000 sec): 3 clusters
  Score: Raw -337344.756724 + Penalty 2736.864885 = -334607.891839
  nChanged 358
		SP:Iteration 2F (9771.890000 sec): 3 clusters
  Score: Raw -337581.602637 + Penalty 2736.864885 = -334844.737752
  nChanged 249
		SP:Iteration 3F (9772.100000 sec): 3 clusters
  Score: Raw -337730.294232 + Penalty 2736.864885 = -334993.429348
  nChanged 210
		SP:Iteration 4Q (9772.320000 sec): 3 clusters
  Score: Raw -337865.593941 + Penalty 2736.864885 = -335128.729056
  nChanged 205
		SP:Iteration 5Q (9772.490000 sec): 3 clusters
  Score: Raw -338023.439291 + Penalty 2736.864885 = -335286.574406
  nChanged 194
		SP:Iteration 6Q (9772.720000 sec): 3 clusters
  Score: Raw -338166.963856 + Penalty 2736.864885 = -335430.098972
  nChanged 207
		SP:Iteration 7Q (9772.900000 sec): 3 clusters
  Score: Raw -338322.422065 + Penalty 2736.864885 = -335585.557181
  nChanged 175
		SP:Iteration 8Q (9773.060000 sec): 3 clusters
  Score: Raw -338431.641040 + Penalty 2736.864885 = -335694.776155
  nChanged 147
		SP:Iteration 9Q (9773.320000 sec): 3 clusters
  Score: Raw -338521.172271 + Penalty 2736.864885 = -335784.307386
  nChanged 143
		SP:Iteration 10Q (9773.480000 sec): 3 clusters
  Score: Raw -338599.545928 + Penalty 2736.864885 = -335862.681043
  nChanged 121
		SP:Iteration 11Q (9773.670000 sec): 3 clusters
  Score: Raw -338660.555018 + Penalty 2736.864885 = -335923.690133
  nChanged 98
		SP:Iteration 12Q (9773.860000 sec): 3 clusters
  Score: Raw -338709.738408 + Penalty 2736.864885 = -335972.873523
  nChanged 90
		SP:Iteration 13Q (9774.090000 sec): 3 clusters
  Score: Raw -338751.900998 + Penalty 2736.864885 = -336015.036113
  nChanged 73
		SP:Iteration 14Q (9774.270000 sec): 3 clusters
  Score: Raw -338783.355719 + Penalty 2736.864885 = -336046.490834
  nChanged 66
		SP:Iteration 15Q (9774.460000 sec): 3 clusters
  Score: Raw -338811.875231 + Penalty 2736.864885 = -336075.010346
  nChanged 47
		SP:Iteration 16Q (9774.650000 sec): 3 clusters
  Score: Raw -338827.799916 + Penalty 2736.864885 = -336090.935031
  nChanged 48
		SP:Iteration 17Q (9774.830000 sec): 3 clusters
  Score: Raw -338845.235100 + Penalty 2736.864885 = -336108.370216
  nChanged 46
		SP:Iteration 18Q (9775.060000 sec): 3 clusters
  Score: Raw -338866.138021 + Penalty 2736.864885 = -336129.273136
  nChanged 48
		SP:Iteration 19Q (9775.250000 sec): 3 clusters
  Score: Raw -338889.198927 + Penalty 2736.864885 = -336152.334042
  nChanged 56
		SP:Iteration 20F (9775.470000 sec): 3 clusters
  Score: Raw -338916.383350 + Penalty 2736.864885 = -336179.518465
  nChanged 50
		SP:Iteration 21Q (9775.640000 sec): 3 clusters
  Score: Raw -338936.022780 + Penalty 2736.864885 = -336199.157895
  nChanged 34
		SP:Iteration 22Q (9775.860000 sec): 3 clusters
  Score: Raw -338948.770779 + Penalty 2736.864885 = -336211.905895
  nChanged 28
		SP:Iteration 23Q (9776.050000 sec): 3 clusters
  Score: Raw -338958.249293 + Penalty 2736.864885 = -336221.384409
  nChanged 27
		SP:Iteration 24Q (9776.240000 sec): 3 clusters
  Score: Raw -338967.628218 + Penalty 2736.864885 = -336230.763333
  nChanged 28
		SP:Iteration 25Q (9776.450000 sec): 3 clusters
  Score: Raw -338977.577969 + Penalty 2736.864885 = -336240.713084
  nChanged 30
		SP:Iteration 26Q (9776.600000 sec): 3 clusters
  Score: Raw -338990.518525 + Penalty 2736.864885 = -336253.653641
  nChanged 28
		SP:Iteration 27Q (9776.830000 sec): 3 clusters
  Score: Raw -339003.794120 + Penalty 2736.864885 = -336266.929235
  nChanged 33
		SP:Iteration 28Q (9777.000000 sec): 3 clusters
  Score: Raw -339016.929190 + Penalty 2736.864885 = -336280.064305
  nChanged 30
		SP:Iteration 29Q (9777.170000 sec): 3 clusters
  Score: Raw -339030.744144 + Penalty 2736.864885 = -336293.879259
  nChanged 32
		SP:Iteration 30Q (9777.380000 sec): 3 clusters
  Score: Raw -339049.833206 + Penalty 2736.864885 = -336312.968321
  nChanged 39
		SP:Iteration 31Q (9777.550000 sec): 3 clusters
  Score: Raw -339067.133920 + Penalty 2736.864885 = -336330.269035
  nChanged 29
		SP:Iteration 32Q (9777.750000 sec): 3 clusters
  Score: Raw -339077.181624 + Penalty 2736.864885 = -336340.316739
  nChanged 21
		SP:Iteration 33Q (9777.960000 sec): 3 clusters
  Score: Raw -339088.809479 + Penalty 2736.864885 = -336351.944594
  nChanged 27
		SP:Iteration 34Q (9778.130000 sec): 3 clusters
  Score: Raw -339098.185857 + Penalty 2736.864885 = -336361.320972
  nChanged 15
		SP:Iteration 35Q (9778.320000 sec): 3 clusters
  Score: Raw -339105.235611 + Penalty 2736.864885 = -336368.370727
  nChanged 20
		SP:Iteration 36Q (9778.550000 sec): 3 clusters
  Score: Raw -339112.616669 + Penalty 2736.864885 = -336375.751785
  nChanged 18
		SP:Iteration 37Q (9778.700000 sec): 3 clusters
  Score: Raw -339120.636034 + Penalty 2736.864885 = -336383.771149
  nChanged 19
		SP:Iteration 38Q (9778.910000 sec): 3 clusters
  Score: Raw -339128.424221 + Penalty 2736.864885 = -336391.559336
  nChanged 14
		SP:Iteration 39Q (9779.120000 sec): 3 clusters
  Score: Raw -339134.376538 + Penalty 2736.864885 = -336397.511653
  nChanged 11
		SP:Iteration 40F (9779.310000 sec): 3 clusters
  Score: Raw -339138.628392 + Penalty 2736.864885 = -336401.763507
  nChanged 11
		SP:Iteration 41Q (9779.490000 sec): 3 clusters
  Score: Raw -339144.116115 + Penalty 2736.864885 = -336407.251230
  nChanged 12
		SP:Iteration 42Q (9779.720000 sec): 3 clusters
  Score: Raw -339149.538095 + Penalty 2736.864885 = -336412.673210
  nChanged 6
		SP:Iteration 43Q (9779.950000 sec): 3 clusters
  Score: Raw -339151.270638 + Penalty 2736.864885 = -336414.405753
  nChanged 8
		SP:Iteration 44Q (9780.120000 sec): 3 clusters
  Score: Raw -339154.160428 + Penalty 2736.864885 = -336417.295543
  nChanged 12
		SP:Iteration 45Q (9780.310000 sec): 3 clusters
  Score: Raw -339158.897782 + Penalty 2736.864885 = -336422.032897
  nChanged 7
		SP:Iteration 46Q (9780.530000 sec): 3 clusters
  Score: Raw -339161.770565 + Penalty 2736.864885 = -336424.905680
  nChanged 6
		SP:Iteration 47Q (9780.740000 sec): 3 clusters
  Score: Raw -339163.301407 + Penalty 2736.864885 = -336426.436522
  nChanged 2
		SP:Iteration 48Q (9780.940000 sec): 3 clusters
  Score: Raw -339163.777213 + Penalty 2736.864885 = -336426.912329
  nChanged 4
		SP:Iteration 49Q (9781.150000 sec): 3 clusters
  Score: Raw -339164.822850 + Penalty 2736.864885 = -336427.957965
  nChanged 2
		SP:Iteration 50Q (9781.320000 sec): 3 clusters
  Score: Raw -339165.319363 + Penalty 2736.864885 = -336428.454479
  nChanged 1
		SP:Iteration 51Q (9781.540000 sec): 3 clusters
  Score: Raw -339165.508015 + Penalty 2736.864885 = -336428.643130
  nChanged 1
		SP:Iteration 52Q (9781.780000 sec): 3 clusters
  Score: Raw -339165.818607 + Penalty 2736.864885 = -336428.953722
  nChanged 0
		SP:Iteration 53F (9781.960000 sec): 3 clusters
  Score: Raw -339165.818607 + Penalty 2736.864885 = -336428.953722
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9782.080000 sec): 2 clusters
  Score: Raw -28989.293087 + Penalty 970.744062 = -28018.549025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9782.250000 sec): 3 clusters
  Score: Raw -28976.279403 + Penalty 1941.488124 = -27034.791279
  nChanged 91
		SP:Iteration 1F (9782.460000 sec): 3 clusters
  Score: Raw -29181.323330 + Penalty 1941.488124 = -27239.835206
  nChanged 25
		SP:Iteration 2F (9782.620000 sec): 3 clusters
  Score: Raw -29250.423141 + Penalty 1941.488124 = -27308.935018
  nChanged 11
		SP:Iteration 3Q (9782.810000 sec): 3 clusters
  Score: Raw -29281.224669 + Penalty 1941.488124 = -27339.736545
  nChanged 7
		SP:Iteration 4Q (9783.010000 sec): 3 clusters
  Score: Raw -29295.968535 + Penalty 1941.488124 = -27354.480411
  nChanged 5
		SP:Iteration 5Q (9783.200000 sec): 3 clusters
  Score: Raw -29311.517860 + Penalty 1941.488124 = -27370.029737
  nChanged 5
		SP:Iteration 6Q (9783.410000 sec): 3 clusters
  Score: Raw -29319.259815 + Penalty 1941.488124 = -27377.771691
  nChanged 1
		SP:Iteration 7Q (9783.540000 sec): 3 clusters
  Score: Raw -29320.343040 + Penalty 1941.488124 = -27378.854916
  nChanged 0
		SP:Iteration 8F (9783.730000 sec): 3 clusters
  Score: Raw -29320.343040 + Penalty 1941.488124 = -27378.854916
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9783.830000 sec): 2 clusters
  Score: Raw -261561.138995 + Penalty 1319.257073 = -260241.881921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9784.020000 sec): 3 clusters
  Score: Raw -259959.680525 + Penalty 2638.514147 = -257321.166378
  nChanged 1280
		SP:Iteration 1F (9784.200000 sec): 3 clusters
  Score: Raw -260683.794507 + Penalty 2638.514147 = -258045.280360
  nChanged 254
		SP:Iteration 2F (9784.390000 sec): 3 clusters
  Score: Raw -260830.841683 + Penalty 2638.514147 = -258192.327536
  nChanged 181
		SP:Iteration 3F (9784.610000 sec): 3 clusters
  Score: Raw -260945.256956 + Penalty 2638.514147 = -258306.742809
  nChanged 149
		SP:Iteration 4Q (9784.820000 sec): 3 clusters
  Score: Raw -261040.487737 + Penalty 2638.514147 = -258401.973590
  nChanged 126
		SP:Iteration 5Q (9784.980000 sec): 3 clusters
  Score: Raw -261120.617750 + Penalty 2638.514147 = -258482.103603
  nChanged 150
		SP:Iteration 6Q (9785.220000 sec): 3 clusters
  Score: Raw -261216.137569 + Penalty 2638.514147 = -258577.623422
  nChanged 122
		SP:Iteration 7Q (9785.380000 sec): 3 clusters
  Score: Raw -261296.228655 + Penalty 2638.514147 = -258657.714508
  nChanged 128
		SP:Iteration 8Q (9785.600000 sec): 3 clusters
  Score: Raw -261382.561843 + Penalty 2638.514147 = -258744.047696
  nChanged 99
		SP:Iteration 9Q (9785.770000 sec): 3 clusters
  Score: Raw -261442.958549 + Penalty 2638.514147 = -258804.444402
  nChanged 91
		SP:Iteration 10Q (9785.980000 sec): 3 clusters
  Score: Raw -261483.891912 + Penalty 2638.514147 = -258845.377765
  nChanged 64
		SP:Iteration 11Q (9786.130000 sec): 3 clusters
  Score: Raw -261520.524595 + Penalty 2638.514147 = -258882.010448
  nChanged 68
		SP:Iteration 12Q (9786.360000 sec): 3 clusters
  Score: Raw -261556.046943 + Penalty 2638.514147 = -258917.532796
  nChanged 59
		SP:Iteration 13Q (9786.520000 sec): 3 clusters
  Score: Raw -261585.917679 + Penalty 2638.514147 = -258947.403532
  nChanged 44
		SP:Iteration 14Q (9786.680000 sec): 3 clusters
  Score: Raw -261607.438332 + Penalty 2638.514147 = -258968.924185
  nChanged 39
		SP:Iteration 15Q (9786.870000 sec): 3 clusters
  Score: Raw -261625.389773 + Penalty 2638.514147 = -258986.875626
  nChanged 37
		SP:Iteration 16Q (9787.070000 sec): 3 clusters
  Score: Raw -261641.412643 + Penalty 2638.514147 = -259002.898496
  nChanged 29
		SP:Iteration 17Q (9787.240000 sec): 3 clusters
  Score: Raw -261654.843142 + Penalty 2638.514147 = -259016.328995
  nChanged 22
		SP:Iteration 18Q (9787.420000 sec): 3 clusters
  Score: Raw -261664.968208 + Penalty 2638.514147 = -259026.454061
  nChanged 19
		SP:Iteration 19Q (9787.540000 sec): 3 clusters
  Score: Raw -261673.043960 + Penalty 2638.514147 = -259034.529813
  nChanged 13
		SP:Iteration 20F (9787.760000 sec): 3 clusters
  Score: Raw -261678.705567 + Penalty 2638.514147 = -259040.191420
  nChanged 13
		SP:Iteration 21Q (9787.970000 sec): 3 clusters
  Score: Raw -261683.981054 + Penalty 2638.514147 = -259045.466907
  nChanged 9
		SP:Iteration 22Q (9788.110000 sec): 3 clusters
  Score: Raw -261688.564907 + Penalty 2638.514147 = -259050.050760
  nChanged 16
		SP:Iteration 23Q (9788.310000 sec): 3 clusters
  Score: Raw -261699.792665 + Penalty 2638.514147 = -259061.278518
  nChanged 19
		SP:Iteration 24Q (9788.500000 sec): 3 clusters
  Score: Raw -261709.492876 + Penalty 2638.514147 = -259070.978729
  nChanged 17
		SP:Iteration 25Q (9788.660000 sec): 3 clusters
  Score: Raw -261717.771104 + Penalty 2638.514147 = -259079.256957
  nChanged 13
		SP:Iteration 26Q (9788.850000 sec): 3 clusters
  Score: Raw -261724.330301 + Penalty 2638.514147 = -259085.816154
  nChanged 12
		SP:Iteration 27Q (9789.090000 sec): 3 clusters
  Score: Raw -261732.585112 + Penalty 2638.514147 = -259094.070965
  nChanged 12
		SP:Iteration 28Q (9789.300000 sec): 3 clusters
  Score: Raw -261739.122638 + Penalty 2638.514147 = -259100.608491
  nChanged 10
		SP:Iteration 29Q (9789.480000 sec): 3 clusters
  Score: Raw -261744.787418 + Penalty 2638.514147 = -259106.273271
  nChanged 10
		SP:Iteration 30Q (9789.680000 sec): 3 clusters
  Score: Raw -261751.725976 + Penalty 2638.514147 = -259113.211829
  nChanged 11
		SP:Iteration 31Q (9789.890000 sec): 3 clusters
  Score: Raw -261757.298001 + Penalty 2638.514147 = -259118.783854
  nChanged 7
		SP:Iteration 32Q (9790.090000 sec): 3 clusters
  Score: Raw -261761.282038 + Penalty 2638.514147 = -259122.767891
  nChanged 7
		SP:Iteration 33Q (9790.270000 sec): 3 clusters
  Score: Raw -261765.755017 + Penalty 2638.514147 = -259127.240870
  nChanged 5
		SP:Iteration 34Q (9790.460000 sec): 3 clusters
  Score: Raw -261768.074554 + Penalty 2638.514147 = -259129.560407
  nChanged 4
		SP:Iteration 35Q (9790.640000 sec): 3 clusters
  Score: Raw -261770.719659 + Penalty 2638.514147 = -259132.205512
  nChanged 3
		SP:Iteration 36Q (9790.830000 sec): 3 clusters
  Score: Raw -261772.495442 + Penalty 2638.514147 = -259133.981295
  nChanged 4
		SP:Iteration 37Q (9791.040000 sec): 3 clusters
  Score: Raw -261774.233546 + Penalty 2638.514147 = -259135.719399
  nChanged 4
		SP:Iteration 38Q (9791.230000 sec): 3 clusters
  Score: Raw -261775.299892 + Penalty 2638.514147 = -259136.785745
  nChanged 0
		SP:Iteration 39F (9791.440000 sec): 3 clusters
  Score: Raw -261775.299892 + Penalty 2638.514147 = -259136.785745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9791.550000 sec): 2 clusters
  Score: Raw -216878.876463 + Penalty 1298.248479 = -215580.627984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9791.710000 sec): 3 clusters
  Score: Raw -215460.497732 + Penalty 2596.496958 = -212864.000774
  nChanged 1103
		SP:Iteration 1F (9791.930000 sec): 3 clusters
  Score: Raw -216219.795495 + Penalty 2596.496958 = -213623.298537
  nChanged 247
		SP:Iteration 2F (9792.120000 sec): 3 clusters
  Score: Raw -216387.581493 + Penalty 2596.496958 = -213791.084535
  nChanged 170
		SP:Iteration 3F (9792.300000 sec): 3 clusters
  Score: Raw -216518.855293 + Penalty 2596.496958 = -213922.358335
  nChanged 143
		SP:Iteration 4Q (9792.480000 sec): 3 clusters
  Score: Raw -216633.351964 + Penalty 2596.496958 = -214036.855007
  nChanged 142
		SP:Iteration 5Q (9792.680000 sec): 3 clusters
  Score: Raw -216772.731292 + Penalty 2596.496958 = -214176.234334
  nChanged 145
		SP:Iteration 6Q (9792.870000 sec): 3 clusters
  Score: Raw -216899.942256 + Penalty 2596.496958 = -214303.445298
  nChanged 101
		SP:Iteration 7Q (9793.010000 sec): 3 clusters
  Score: Raw -216977.405931 + Penalty 2596.496958 = -214380.908973
  nChanged 72
		SP:Iteration 8Q (9793.210000 sec): 3 clusters
  Score: Raw -217032.290510 + Penalty 2596.496958 = -214435.793552
  nChanged 64
		SP:Iteration 9Q (9793.430000 sec): 3 clusters
  Score: Raw -217083.445798 + Penalty 2596.496958 = -214486.948840
  nChanged 50
		SP:Iteration 10Q (9793.580000 sec): 3 clusters
  Score: Raw -217118.390469 + Penalty 2596.496958 = -214521.893511
  nChanged 39
		SP:Iteration 11Q (9793.750000 sec): 3 clusters
  Score: Raw -217143.976411 + Penalty 2596.496958 = -214547.479454
  nChanged 30
		SP:Iteration 12Q (9793.950000 sec): 3 clusters
  Score: Raw -217166.592076 + Penalty 2596.496958 = -214570.095118
  nChanged 25
		SP:Iteration 13Q (9794.130000 sec): 3 clusters
  Score: Raw -217180.523751 + Penalty 2596.496958 = -214584.026793
  nChanged 22
		SP:Iteration 14Q (9794.310000 sec): 3 clusters
  Score: Raw -217193.032925 + Penalty 2596.496958 = -214596.535967
  nChanged 15
		SP:Iteration 15Q (9794.490000 sec): 3 clusters
  Score: Raw -217204.858547 + Penalty 2596.496958 = -214608.361590
  nChanged 20
		SP:Iteration 16Q (9794.650000 sec): 3 clusters
  Score: Raw -217219.365882 + Penalty 2596.496958 = -214622.868924
  nChanged 21
		SP:Iteration 17Q (9794.840000 sec): 3 clusters
  Score: Raw -217235.752446 + Penalty 2596.496958 = -214639.255488
  nChanged 13
		SP:Iteration 18Q (9794.990000 sec): 3 clusters
  Score: Raw -217244.049576 + Penalty 2596.496958 = -214647.552618
  nChanged 15
		SP:Iteration 19Q (9795.190000 sec): 3 clusters
  Score: Raw -217252.694678 + Penalty 2596.496958 = -214656.197720
  nChanged 13
		SP:Iteration 20F (9795.390000 sec): 3 clusters
  Score: Raw -217258.039097 + Penalty 2596.496958 = -214661.542139
  nChanged 8
		SP:Iteration 21Q (9795.540000 sec): 3 clusters
  Score: Raw -217262.921133 + Penalty 2596.496958 = -214666.424176
  nChanged 9
		SP:Iteration 22Q (9795.730000 sec): 3 clusters
  Score: Raw -217270.638304 + Penalty 2596.496958 = -214674.141346
  nChanged 14
		SP:Iteration 23Q (9795.930000 sec): 3 clusters
  Score: Raw -217282.908399 + Penalty 2596.496958 = -214686.411441
  nChanged 14
		SP:Iteration 24Q (9796.090000 sec): 3 clusters
  Score: Raw -217291.016246 + Penalty 2596.496958 = -214694.519289
  nChanged 12
		SP:Iteration 25Q (9796.260000 sec): 3 clusters
  Score: Raw -217299.917848 + Penalty 2596.496958 = -214703.420891
  nChanged 10
		SP:Iteration 26Q (9796.490000 sec): 3 clusters
  Score: Raw -217307.472897 + Penalty 2596.496958 = -214710.975939
  nChanged 10
		SP:Iteration 27Q (9796.660000 sec): 3 clusters
  Score: Raw -217314.960173 + Penalty 2596.496958 = -214718.463216
  nChanged 9
		SP:Iteration 28Q (9796.840000 sec): 3 clusters
  Score: Raw -217322.140678 + Penalty 2596.496958 = -214725.643720
  nChanged 5
		SP:Iteration 29Q (9797.010000 sec): 3 clusters
  Score: Raw -217325.151989 + Penalty 2596.496958 = -214728.655031
  nChanged 6
		SP:Iteration 30Q (9797.220000 sec): 3 clusters
  Score: Raw -217332.387319 + Penalty 2596.496958 = -214735.890361
  nChanged 8
		SP:Iteration 31Q (9797.360000 sec): 3 clusters
  Score: Raw -217339.380954 + Penalty 2596.496958 = -214742.883996
  nChanged 10
		SP:Iteration 32Q (9797.550000 sec): 3 clusters
  Score: Raw -217348.028167 + Penalty 2596.496958 = -214751.531209
  nChanged 4
		SP:Iteration 33Q (9797.760000 sec): 3 clusters
  Score: Raw -217351.318542 + Penalty 2596.496958 = -214754.821585
  nChanged 5
		SP:Iteration 34Q (9797.920000 sec): 3 clusters
  Score: Raw -217355.161455 + Penalty 2596.496958 = -214758.664497
  nChanged 3
		SP:Iteration 35Q (9798.090000 sec): 3 clusters
  Score: Raw -217356.568182 + Penalty 2596.496958 = -214760.071224
  nChanged 1
		SP:Iteration 36Q (9798.260000 sec): 3 clusters
  Score: Raw -217356.810765 + Penalty 2596.496958 = -214760.313808
  nChanged 0
		SP:Iteration 37F (9798.490000 sec): 3 clusters
  Score: Raw -217356.810765 + Penalty 2596.496958 = -214760.313808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9798.560000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9798.720000 sec): 3 clusters
  Score: Raw -31330.227643 + Penalty 1922.765670 = -29407.461972
  nChanged 72
		SP:Iteration 1F (9798.920000 sec): 3 clusters
  Score: Raw -31433.467362 + Penalty 1922.765670 = -29510.701692
  nChanged 13
		SP:Iteration 2Q (9799.090000 sec): 3 clusters
  Score: Raw -31453.209902 + Penalty 1922.765670 = -29530.444231
  nChanged 8
		SP:Iteration 3Q (9799.300000 sec): 3 clusters
  Score: Raw -31471.621226 + Penalty 1922.765670 = -29548.855556
  nChanged 3
		SP:Iteration 4Q (9799.510000 sec): 3 clusters
  Score: Raw -31480.426014 + Penalty 1922.765670 = -29557.660344
  nChanged 3
		SP:Iteration 5Q (9799.650000 sec): 3 clusters
  Score: Raw -31485.815605 + Penalty 1922.765670 = -29563.049935
  nChanged 2
		SP:Iteration 6Q (9799.830000 sec): 3 clusters
  Score: Raw -31488.693008 + Penalty 1922.765670 = -29565.927337
  nChanged 1
		SP:Iteration 7Q (9800.020000 sec): 3 clusters
  Score: Raw -31489.691142 + Penalty 1922.765670 = -29566.925471
  nChanged 0
		SP:Iteration 8F (9800.200000 sec): 3 clusters
  Score: Raw -31489.691142 + Penalty 1922.765670 = -29566.925471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9800.300000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9800.470000 sec): 3 clusters
  Score: Raw -53070.838594 + Penalty 2106.014483 = -50964.824112
  nChanged 184
		SP:Iteration 1F (9800.680000 sec): 3 clusters
  Score: Raw -53274.387284 + Penalty 2106.014483 = -51168.372801
  nChanged 32
		SP:Iteration 2Q (9800.860000 sec): 3 clusters
  Score: Raw -53308.171247 + Penalty 2106.014483 = -51202.156765
  nChanged 18
		SP:Iteration 3Q (9801.070000 sec): 3 clusters
  Score: Raw -53330.140055 + Penalty 2106.014483 = -51224.125573
  nChanged 10
		SP:Iteration 4Q (9801.280000 sec): 3 clusters
  Score: Raw -53345.806543 + Penalty 2106.014483 = -51239.792061
  nChanged 6
		SP:Iteration 5Q (9801.430000 sec): 3 clusters
  Score: Raw -53370.866692 + Penalty 2106.014483 = -51264.852210
  nChanged 12
		SP:Iteration 6Q (9801.620000 sec): 3 clusters
  Score: Raw -53398.763977 + Penalty 2106.014483 = -51292.749494
  nChanged 12
		SP:Iteration 7Q (9801.800000 sec): 3 clusters
  Score: Raw -53417.511061 + Penalty 2106.014483 = -51311.496579
  nChanged 12
		SP:Iteration 8Q (9802.010000 sec): 3 clusters
  Score: Raw -53436.075216 + Penalty 2106.014483 = -51330.060734
  nChanged 11
		SP:Iteration 9Q (9802.210000 sec): 3 clusters
  Score: Raw -53454.765520 + Penalty 2106.014483 = -51348.751037
  nChanged 15
		SP:Iteration 10Q (9802.420000 sec): 3 clusters
  Score: Raw -53473.152316 + Penalty 2106.014483 = -51367.137833
  nChanged 12
		SP:Iteration 11Q (9802.580000 sec): 3 clusters
  Score: Raw -53490.502125 + Penalty 2106.014483 = -51384.487642
  nChanged 14
		SP:Iteration 12Q (9802.780000 sec): 3 clusters
  Score: Raw -53514.080549 + Penalty 2106.014483 = -51408.066066
  nChanged 12
		SP:Iteration 13Q (9802.950000 sec): 3 clusters
  Score: Raw -53527.009745 + Penalty 2106.014483 = -51420.995262
  nChanged 7
		SP:Iteration 14Q (9803.150000 sec): 3 clusters
  Score: Raw -53538.332967 + Penalty 2106.014483 = -51432.318485
  nChanged 6
		SP:Iteration 15Q (9803.340000 sec): 3 clusters
  Score: Raw -53549.126979 + Penalty 2106.014483 = -51443.112496
  nChanged 2
		SP:Iteration 16Q (9803.580000 sec): 3 clusters
  Score: Raw -53551.591879 + Penalty 2106.014483 = -51445.577397
  nChanged 1
		SP:Iteration 17Q (9803.760000 sec): 3 clusters
  Score: Raw -53552.828275 + Penalty 2106.014483 = -51446.813792
  nChanged 1
		SP:Iteration 18Q (9803.950000 sec): 3 clusters
  Score: Raw -53553.681418 + Penalty 2106.014483 = -51447.666935
  nChanged 0
		SP:Iteration 19F (9804.120000 sec): 3 clusters
  Score: Raw -53553.681418 + Penalty 2106.014483 = -51447.666935
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9804.220000 sec): 2 clusters
  Score: Raw -197662.503230 + Penalty 1274.943719 = -196387.559511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9804.420000 sec): 3 clusters
  Score: Raw -196502.947900 + Penalty 2549.887438 = -193953.060461
  nChanged 927
		SP:Iteration 1F (9804.580000 sec): 3 clusters
  Score: Raw -197060.695309 + Penalty 2549.887438 = -194510.807870
  nChanged 218
		SP:Iteration 2F (9804.820000 sec): 3 clusters
  Score: Raw -197219.608072 + Penalty 2549.887438 = -194669.720633
  nChanged 154
		SP:Iteration 3F (9805.040000 sec): 3 clusters
  Score: Raw -197331.169158 + Penalty 2549.887438 = -194781.281720
  nChanged 110
		SP:Iteration 4Q (9805.270000 sec): 3 clusters
  Score: Raw -197429.140415 + Penalty 2549.887438 = -194879.252977
  nChanged 125
		SP:Iteration 5Q (9805.530000 sec): 3 clusters
  Score: Raw -197570.695094 + Penalty 2549.887438 = -195020.807655
  nChanged 155
		SP:Iteration 6F (9805.680000 sec): 3 clusters
  Score: Raw -197772.181376 + Penalty 2549.887438 = -195222.293937
  nChanged 155
		SP:Iteration 7F (9805.870000 sec): 3 clusters
  Score: Raw -198066.242960 + Penalty 2549.887438 = -195516.355522
  nChanged 160
		SP:Iteration 8F (9806.070000 sec): 3 clusters
  Score: Raw -198457.781412 + Penalty 2549.887438 = -195907.893974
  nChanged 131
		SP:Iteration 9F (9806.290000 sec): 3 clusters
  Score: Raw -198672.850960 + Penalty 2549.887438 = -196122.963522
  nChanged 92
		SP:Iteration 10Q (9806.410000 sec): 3 clusters
  Score: Raw -198792.333552 + Penalty 2549.887438 = -196242.446114
  nChanged 61
		SP:Iteration 11Q (9806.590000 sec): 3 clusters
  Score: Raw -198857.333980 + Penalty 2549.887438 = -196307.446541
  nChanged 40
		SP:Iteration 12Q (9806.770000 sec): 3 clusters
  Score: Raw -198904.495886 + Penalty 2549.887438 = -196354.608448
  nChanged 27
		SP:Iteration 13Q (9806.910000 sec): 3 clusters
  Score: Raw -198933.605818 + Penalty 2549.887438 = -196383.718380
  nChanged 25
		SP:Iteration 14Q (9807.060000 sec): 3 clusters
  Score: Raw -198967.965682 + Penalty 2549.887438 = -196418.078243
  nChanged 20
		SP:Iteration 15Q (9807.280000 sec): 3 clusters
  Score: Raw -198996.571861 + Penalty 2549.887438 = -196446.684422
  nChanged 22
		SP:Iteration 16Q (9807.430000 sec): 3 clusters
  Score: Raw -199024.283392 + Penalty 2549.887438 = -196474.395953
  nChanged 16
		SP:Iteration 17Q (9807.600000 sec): 3 clusters
  Score: Raw -199045.252104 + Penalty 2549.887438 = -196495.364666
  nChanged 14
		SP:Iteration 18Q (9807.790000 sec): 3 clusters
  Score: Raw -199065.047173 + Penalty 2549.887438 = -196515.159734
  nChanged 10
		SP:Iteration 19Q (9807.950000 sec): 3 clusters
  Score: Raw -199081.372851 + Penalty 2549.887438 = -196531.485413
  nChanged 8
		SP:Iteration 20F (9808.110000 sec): 3 clusters
  Score: Raw -199094.274267 + Penalty 2549.887438 = -196544.386829
  nChanged 6
		SP:Iteration 21Q (9808.280000 sec): 3 clusters
  Score: Raw -199107.098654 + Penalty 2549.887438 = -196557.211216
  nChanged 10
		SP:Iteration 22Q (9808.440000 sec): 3 clusters
  Score: Raw -199126.177762 + Penalty 2549.887438 = -196576.290324
  nChanged 6
		SP:Iteration 23Q (9808.560000 sec): 3 clusters
  Score: Raw -199137.182787 + Penalty 2549.887438 = -196587.295349
  nChanged 5
		SP:Iteration 24Q (9808.710000 sec): 3 clusters
  Score: Raw -199145.373816 + Penalty 2549.887438 = -196595.486378
  nChanged 3
		SP:Iteration 25Q (9808.890000 sec): 3 clusters
  Score: Raw -199147.871275 + Penalty 2549.887438 = -196597.983837
  nChanged 4
		SP:Iteration 26Q (9809.050000 sec): 3 clusters
  Score: Raw -199150.627776 + Penalty 2549.887438 = -196600.740337
  nChanged 2
		SP:Iteration 27Q (9809.260000 sec): 3 clusters
  Score: Raw -199152.762096 + Penalty 2549.887438 = -196602.874657
  nChanged 3
		SP:Iteration 28Q (9809.420000 sec): 3 clusters
  Score: Raw -199155.291635 + Penalty 2549.887438 = -196605.404196
  nChanged 2
		SP:Iteration 29Q (9809.600000 sec): 3 clusters
  Score: Raw -199158.377653 + Penalty 2549.887438 = -196608.490214
  nChanged 3
		SP:Iteration 30Q (9809.800000 sec): 3 clusters
  Score: Raw -199160.150133 + Penalty 2549.887438 = -196610.262694
  nChanged 1
		SP:Iteration 31Q (9809.970000 sec): 3 clusters
  Score: Raw -199160.829446 + Penalty 2549.887438 = -196610.942008
  nChanged 0
		SP:Iteration 32F (9810.120000 sec): 3 clusters
  Score: Raw -199160.829446 + Penalty 2549.887438 = -196610.942008
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9810.230000 sec): 2 clusters
  Score: Raw -201228.898005 + Penalty 1291.382846 = -199937.515159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9810.410000 sec): 3 clusters
  Score: Raw -199927.638560 + Penalty 2582.765691 = -197344.872869
  nChanged 1105
		SP:Iteration 1F (9810.570000 sec): 3 clusters
  Score: Raw -200826.529071 + Penalty 2582.765691 = -198243.763380
  nChanged 305
		SP:Iteration 2F (9810.770000 sec): 3 clusters
  Score: Raw -201264.627278 + Penalty 2582.765691 = -198681.861587
  nChanged 230
		SP:Iteration 3F (9810.970000 sec): 3 clusters
  Score: Raw -201593.774546 + Penalty 2582.765691 = -199011.008855
  nChanged 175
		SP:Iteration 4F (9811.160000 sec): 3 clusters
  Score: Raw -201788.651664 + Penalty 2582.765691 = -199205.885973
  nChanged 137
		SP:Iteration 5Q (9811.340000 sec): 3 clusters
  Score: Raw -201908.397602 + Penalty 2582.765691 = -199325.631911
  nChanged 104
		SP:Iteration 6Q (9811.550000 sec): 3 clusters
  Score: Raw -201988.161003 + Penalty 2582.765691 = -199405.395312
  nChanged 75
		SP:Iteration 7Q (9811.740000 sec): 3 clusters
  Score: Raw -202051.829083 + Penalty 2582.765691 = -199469.063392
  nChanged 59
		SP:Iteration 8Q (9811.920000 sec): 3 clusters
  Score: Raw -202101.353105 + Penalty 2582.765691 = -199518.587414
  nChanged 53
		SP:Iteration 9Q (9812.130000 sec): 3 clusters
  Score: Raw -202144.202789 + Penalty 2582.765691 = -199561.437098
  nChanged 58
		SP:Iteration 10Q (9812.300000 sec): 3 clusters
  Score: Raw -202203.026675 + Penalty 2582.765691 = -199620.260984
  nChanged 67
		SP:Iteration 11Q (9812.520000 sec): 3 clusters
  Score: Raw -202256.638802 + Penalty 2582.765691 = -199673.873111
  nChanged 51
		SP:Iteration 12Q (9812.690000 sec): 3 clusters
  Score: Raw -202295.357060 + Penalty 2582.765691 = -199712.591369
  nChanged 52
		SP:Iteration 13Q (9812.850000 sec): 3 clusters
  Score: Raw -202333.541319 + Penalty 2582.765691 = -199750.775628
  nChanged 38
		SP:Iteration 14Q (9813.010000 sec): 3 clusters
  Score: Raw -202360.889106 + Penalty 2582.765691 = -199778.123415
  nChanged 39
		SP:Iteration 15Q (9813.160000 sec): 3 clusters
  Score: Raw -202391.629683 + Penalty 2582.765691 = -199808.863992
  nChanged 35
		SP:Iteration 16Q (9813.370000 sec): 3 clusters
  Score: Raw -202419.597681 + Penalty 2582.765691 = -199836.831989
  nChanged 34
		SP:Iteration 17Q (9813.600000 sec): 3 clusters
  Score: Raw -202444.891837 + Penalty 2582.765691 = -199862.126145
  nChanged 32
		SP:Iteration 18Q (9813.740000 sec): 3 clusters
  Score: Raw -202460.959132 + Penalty 2582.765691 = -199878.193440
  nChanged 14
		SP:Iteration 19Q (9813.950000 sec): 3 clusters
  Score: Raw -202467.171626 + Penalty 2582.765691 = -199884.405935
  nChanged 9
		SP:Iteration 20F (9814.110000 sec): 3 clusters
  Score: Raw -202470.914713 + Penalty 2582.765691 = -199888.149022
  nChanged 4
		SP:Iteration 21Q (9814.280000 sec): 3 clusters
  Score: Raw -202473.920226 + Penalty 2582.765691 = -199891.154535
  nChanged 2
		SP:Iteration 22Q (9814.470000 sec): 3 clusters
  Score: Raw -202475.037759 + Penalty 2582.765691 = -199892.272068
  nChanged 1
		SP:Iteration 23Q (9814.610000 sec): 3 clusters
  Score: Raw -202475.332768 + Penalty 2582.765691 = -199892.567077
  nChanged 0
		SP:Iteration 24F (9814.780000 sec): 3 clusters
  Score: Raw -202475.332768 + Penalty 2582.765691 = -199892.567077
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9814.890000 sec): 2 clusters
  Score: Raw -307572.720242 + Penalty 1337.468798 = -306235.251444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9815.070000 sec): 3 clusters
  Score: Raw -305717.099536 + Penalty 2674.937596 = -303042.161941
  nChanged 1436
		SP:Iteration 1F (9815.260000 sec): 3 clusters
  Score: Raw -306624.798643 + Penalty 2674.937596 = -303949.861048
  nChanged 344
		SP:Iteration 2F (9815.420000 sec): 3 clusters
  Score: Raw -306947.847330 + Penalty 2674.937596 = -304272.909735
  nChanged 298
		SP:Iteration 3F (9815.630000 sec): 3 clusters
  Score: Raw -307237.835987 + Penalty 2674.937596 = -304562.898391
  nChanged 266
		SP:Iteration 4F (9815.780000 sec): 3 clusters
  Score: Raw -307511.057365 + Penalty 2674.937596 = -304836.119769
  nChanged 230
		SP:Iteration 5F (9815.960000 sec): 3 clusters
  Score: Raw -307739.969812 + Penalty 2674.937596 = -305065.032216
  nChanged 187
		SP:Iteration 6Q (9816.170000 sec): 3 clusters
  Score: Raw -307923.391711 + Penalty 2674.937596 = -305248.454115
  nChanged 159
		SP:Iteration 7Q (9816.340000 sec): 3 clusters
  Score: Raw -308054.627341 + Penalty 2674.937596 = -305379.689746
  nChanged 105
		SP:Iteration 8Q (9816.560000 sec): 3 clusters
  Score: Raw -308112.588202 + Penalty 2674.937596 = -305437.650607
  nChanged 66
		SP:Iteration 9Q (9816.720000 sec): 3 clusters
  Score: Raw -308139.943179 + Penalty 2674.937596 = -305465.005584
  nChanged 31
		SP:Iteration 10Q (9816.900000 sec): 3 clusters
  Score: Raw -308154.426368 + Penalty 2674.937596 = -305479.488772
  nChanged 28
		SP:Iteration 11Q (9817.120000 sec): 3 clusters
  Score: Raw -308164.707218 + Penalty 2674.937596 = -305489.769622
  nChanged 18
		SP:Iteration 12Q (9817.280000 sec): 3 clusters
  Score: Raw -308172.635129 + Penalty 2674.937596 = -305497.697533
  nChanged 16
		SP:Iteration 13Q (9817.480000 sec): 3 clusters
  Score: Raw -308180.300511 + Penalty 2674.937596 = -305505.362915
  nChanged 15
		SP:Iteration 14Q (9817.690000 sec): 3 clusters
  Score: Raw -308187.128598 + Penalty 2674.937596 = -305512.191002
  nChanged 15
		SP:Iteration 15Q (9817.890000 sec): 3 clusters
  Score: Raw -308193.267911 + Penalty 2674.937596 = -305518.330316
  nChanged 18
		SP:Iteration 16Q (9818.100000 sec): 3 clusters
  Score: Raw -308202.535070 + Penalty 2674.937596 = -305527.597474
  nChanged 29
		SP:Iteration 17Q (9818.300000 sec): 3 clusters
  Score: Raw -308218.066314 + Penalty 2674.937596 = -305543.128718
  nChanged 34
		SP:Iteration 18Q (9818.490000 sec): 3 clusters
  Score: Raw -308235.820927 + Penalty 2674.937596 = -305560.883332
  nChanged 30
		SP:Iteration 19Q (9818.670000 sec): 3 clusters
  Score: Raw -308253.446847 + Penalty 2674.937596 = -305578.509251
  nChanged 25
		SP:Iteration 20F (9818.880000 sec): 3 clusters
  Score: Raw -308268.245012 + Penalty 2674.937596 = -305593.307416
  nChanged 16
		SP:Iteration 21Q (9819.070000 sec): 3 clusters
  Score: Raw -308278.278384 + Penalty 2674.937596 = -305603.340788
  nChanged 13
		SP:Iteration 22Q (9819.270000 sec): 3 clusters
  Score: Raw -308283.574871 + Penalty 2674.937596 = -305608.637275
  nChanged 14
		SP:Iteration 23Q (9819.420000 sec): 3 clusters
  Score: Raw -308290.126245 + Penalty 2674.937596 = -305615.188649
  nChanged 15
		SP:Iteration 24Q (9819.610000 sec): 3 clusters
  Score: Raw -308295.963196 + Penalty 2674.937596 = -305621.025600
  nChanged 7
		SP:Iteration 25Q (9819.810000 sec): 3 clusters
  Score: Raw -308297.716246 + Penalty 2674.937596 = -305622.778651
  nChanged 5
		SP:Iteration 26Q (9819.990000 sec): 3 clusters
  Score: Raw -308300.048670 + Penalty 2674.937596 = -305625.111074
  nChanged 7
		SP:Iteration 27Q (9820.180000 sec): 3 clusters
  Score: Raw -308303.373163 + Penalty 2674.937596 = -305628.435568
  nChanged 10
		SP:Iteration 28Q (9820.380000 sec): 3 clusters
  Score: Raw -308307.979298 + Penalty 2674.937596 = -305633.041702
  nChanged 5
		SP:Iteration 29Q (9820.620000 sec): 3 clusters
  Score: Raw -308310.614837 + Penalty 2674.937596 = -305635.677242
  nChanged 9
		SP:Iteration 30Q (9820.780000 sec): 3 clusters
  Score: Raw -308314.067440 + Penalty 2674.937596 = -305639.129844
  nChanged 11
		SP:Iteration 31Q (9821.010000 sec): 3 clusters
  Score: Raw -308318.197768 + Penalty 2674.937596 = -305643.260173
  nChanged 10
		SP:Iteration 32Q (9821.200000 sec): 3 clusters
  Score: Raw -308321.965807 + Penalty 2674.937596 = -305647.028212
  nChanged 9
		SP:Iteration 33Q (9821.340000 sec): 3 clusters
  Score: Raw -308325.626047 + Penalty 2674.937596 = -305650.688451
  nChanged 5
		SP:Iteration 34Q (9821.540000 sec): 3 clusters
  Score: Raw -308328.151815 + Penalty 2674.937596 = -305653.214220
  nChanged 7
		SP:Iteration 35Q (9821.750000 sec): 3 clusters
  Score: Raw -308330.984008 + Penalty 2674.937596 = -305656.046413
  nChanged 6
		SP:Iteration 36Q (9821.910000 sec): 3 clusters
  Score: Raw -308332.207186 + Penalty 2674.937596 = -305657.269591
  nChanged 2
		SP:Iteration 37Q (9822.150000 sec): 3 clusters
  Score: Raw -308332.863243 + Penalty 2674.937596 = -305657.925647
  nChanged 0
		SP:Iteration 38F (9822.340000 sec): 3 clusters
  Score: Raw -308332.863243 + Penalty 2674.937596 = -305657.925647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9822.450000 sec): 2 clusters
  Score: Raw -176681.079953 + Penalty 1277.905795 = -175403.174158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9822.660000 sec): 3 clusters
  Score: Raw -175478.959031 + Penalty 2555.811589 = -172923.147442
  nChanged 1006
		SP:Iteration 1F (9822.860000 sec): 3 clusters
  Score: Raw -176253.147612 + Penalty 2555.811589 = -173697.336023
  nChanged 242
		SP:Iteration 2F (9823.040000 sec): 3 clusters
  Score: Raw -176457.459061 + Penalty 2555.811589 = -173901.647472
  nChanged 151
		SP:Iteration 3F (9823.220000 sec): 3 clusters
  Score: Raw -176572.433649 + Penalty 2555.811589 = -174016.622059
  nChanged 112
		SP:Iteration 4Q (9823.400000 sec): 3 clusters
  Score: Raw -176653.135348 + Penalty 2555.811589 = -174097.323759
  nChanged 75
		SP:Iteration 5Q (9823.630000 sec): 3 clusters
  Score: Raw -176707.351078 + Penalty 2555.811589 = -174151.539489
  nChanged 69
		SP:Iteration 6Q (9823.850000 sec): 3 clusters
  Score: Raw -176760.123449 + Penalty 2555.811589 = -174204.311860
  nChanged 62
		SP:Iteration 7Q (9824.040000 sec): 3 clusters
  Score: Raw -176800.207637 + Penalty 2555.811589 = -174244.396048
  nChanged 46
		SP:Iteration 8Q (9824.230000 sec): 3 clusters
  Score: Raw -176826.367788 + Penalty 2555.811589 = -174270.556199
  nChanged 39
		SP:Iteration 9Q (9824.420000 sec): 3 clusters
  Score: Raw -176854.526613 + Penalty 2555.811589 = -174298.715023
  nChanged 44
		SP:Iteration 10Q (9824.600000 sec): 3 clusters
  Score: Raw -176881.931376 + Penalty 2555.811589 = -174326.119787
  nChanged 39
		SP:Iteration 11Q (9824.770000 sec): 3 clusters
  Score: Raw -176904.798761 + Penalty 2555.811589 = -174348.987172
  nChanged 34
		SP:Iteration 12Q (9824.980000 sec): 3 clusters
  Score: Raw -176920.078249 + Penalty 2555.811589 = -174364.266660
  nChanged 27
		SP:Iteration 13Q (9825.190000 sec): 3 clusters
  Score: Raw -176936.314021 + Penalty 2555.811589 = -174380.502431
  nChanged 21
		SP:Iteration 14Q (9825.380000 sec): 3 clusters
  Score: Raw -176947.384699 + Penalty 2555.811589 = -174391.573110
  nChanged 15
		SP:Iteration 15Q (9825.570000 sec): 3 clusters
  Score: Raw -176955.020566 + Penalty 2555.811589 = -174399.208977
  nChanged 16
		SP:Iteration 16Q (9825.760000 sec): 3 clusters
  Score: Raw -176964.507150 + Penalty 2555.811589 = -174408.695560
  nChanged 13
		SP:Iteration 17Q (9825.950000 sec): 3 clusters
  Score: Raw -176970.658180 + Penalty 2555.811589 = -174414.846590
  nChanged 7
		SP:Iteration 18Q (9826.100000 sec): 3 clusters
  Score: Raw -176976.269241 + Penalty 2555.811589 = -174420.457652
  nChanged 4
		SP:Iteration 19Q (9826.320000 sec): 3 clusters
  Score: Raw -176979.410410 + Penalty 2555.811589 = -174423.598821
  nChanged 3
		SP:Iteration 20F (9826.480000 sec): 3 clusters
  Score: Raw -176980.310793 + Penalty 2555.811589 = -174424.499204
  nChanged 2
		SP:Iteration 21Q (9826.710000 sec): 3 clusters
  Score: Raw -176981.128878 + Penalty 2555.811589 = -174425.317289
  nChanged 5
		SP:Iteration 22Q (9826.930000 sec): 3 clusters
  Score: Raw -176983.266512 + Penalty 2555.811589 = -174427.454923
  nChanged 5
		SP:Iteration 23Q (9827.140000 sec): 3 clusters
  Score: Raw -176985.601920 + Penalty 2555.811589 = -174429.790331
  nChanged 8
		SP:Iteration 24Q (9827.280000 sec): 3 clusters
  Score: Raw -176990.251644 + Penalty 2555.811589 = -174434.440055
  nChanged 6
		SP:Iteration 25Q (9827.480000 sec): 3 clusters
  Score: Raw -176992.542513 + Penalty 2555.811589 = -174436.730924
  nChanged 4
		SP:Iteration 26Q (9827.700000 sec): 3 clusters
  Score: Raw -176994.833879 + Penalty 2555.811589 = -174439.022290
  nChanged 0
		SP:Iteration 27F (9827.880000 sec): 3 clusters
  Score: Raw -176994.833879 + Penalty 2555.811589 = -174439.022290
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9828.000000 sec): 2 clusters
  Score: Raw -167842.865558 + Penalty 1241.441872 = -166601.423686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9828.180000 sec): 3 clusters
  Score: Raw -166951.400933 + Penalty 2482.883744 = -164468.517189
  nChanged 729
		SP:Iteration 1F (9828.350000 sec): 3 clusters
  Score: Raw -167480.782739 + Penalty 2482.883744 = -164997.898996
  nChanged 201
		SP:Iteration 2F (9828.560000 sec): 3 clusters
  Score: Raw -167711.150743 + Penalty 2482.883744 = -165228.267000
  nChanged 138
		SP:Iteration 3F (9828.720000 sec): 3 clusters
  Score: Raw -167864.703771 + Penalty 2482.883744 = -165381.820027
  nChanged 111
		SP:Iteration 4F (9828.910000 sec): 3 clusters
  Score: Raw -167990.835569 + Penalty 2482.883744 = -165507.951826
  nChanged 103
		SP:Iteration 5Q (9829.090000 sec): 3 clusters
  Score: Raw -168084.413056 + Penalty 2482.883744 = -165601.529312
  nChanged 70
		SP:Iteration 6Q (9829.230000 sec): 3 clusters
  Score: Raw -168138.534973 + Penalty 2482.883744 = -165655.651229
  nChanged 46
		SP:Iteration 7Q (9829.440000 sec): 3 clusters
  Score: Raw -168172.354811 + Penalty 2482.883744 = -165689.471067
  nChanged 43
		SP:Iteration 8Q (9829.610000 sec): 3 clusters
  Score: Raw -168200.249813 + Penalty 2482.883744 = -165717.366070
  nChanged 27
		SP:Iteration 9Q (9829.750000 sec): 3 clusters
  Score: Raw -168219.336321 + Penalty 2482.883744 = -165736.452578
  nChanged 13
		SP:Iteration 10Q (9829.950000 sec): 3 clusters
  Score: Raw -168226.427023 + Penalty 2482.883744 = -165743.543279
  nChanged 8
		SP:Iteration 11Q (9830.090000 sec): 3 clusters
  Score: Raw -168229.545243 + Penalty 2482.883744 = -165746.661499
  nChanged 1
		SP:Iteration 12Q (9830.260000 sec): 3 clusters
  Score: Raw -168229.957480 + Penalty 2482.883744 = -165747.073736
  nChanged 0
		SP:Iteration 13F (9830.430000 sec): 3 clusters
  Score: Raw -168229.957480 + Penalty 2482.883744 = -165747.073736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9830.540000 sec): 2 clusters
  Score: Raw -48249.343571 + Penalty 1090.063664 = -47159.279908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9830.700000 sec): 3 clusters
  Score: Raw -48079.609477 + Penalty 2180.127327 = -45899.482150
  nChanged 258
		SP:Iteration 1F (9830.920000 sec): 3 clusters
  Score: Raw -48410.128590 + Penalty 2180.127327 = -46230.001263
  nChanged 86
		SP:Iteration 2F (9831.110000 sec): 3 clusters
  Score: Raw -48565.882200 + Penalty 2180.127327 = -46385.754873
  nChanged 51
		SP:Iteration 3F (9831.320000 sec): 3 clusters
  Score: Raw -48670.056899 + Penalty 2180.127327 = -46489.929572
  nChanged 27
		SP:Iteration 4Q (9831.480000 sec): 3 clusters
  Score: Raw -48727.113986 + Penalty 2180.127327 = -46546.986658
  nChanged 18
		SP:Iteration 5Q (9831.700000 sec): 3 clusters
  Score: Raw -48761.936658 + Penalty 2180.127327 = -46581.809331
  nChanged 10
		SP:Iteration 6Q (9831.900000 sec): 3 clusters
  Score: Raw -48782.933649 + Penalty 2180.127327 = -46602.806322
  nChanged 12
		SP:Iteration 7Q (9832.060000 sec): 3 clusters
  Score: Raw -48792.123110 + Penalty 2180.127327 = -46611.995783
  nChanged 3
		SP:Iteration 8Q (9832.260000 sec): 3 clusters
  Score: Raw -48799.241034 + Penalty 2180.127327 = -46619.113707
  nChanged 2
		SP:Iteration 9Q (9832.490000 sec): 3 clusters
  Score: Raw -48799.849778 + Penalty 2180.127327 = -46619.722451
  nChanged 0
		SP:Iteration 10F (9832.650000 sec): 3 clusters
  Score: Raw -48799.849778 + Penalty 2180.127327 = -46619.722451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9832.890000 sec): 2 clusters
  Score: Raw -2896173.212625 + Penalty 1693.741581 = -2894479.471044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9833.230000 sec): 3 clusters
  Score: Raw -2875288.164091 + Penalty 3387.483163 = -2871900.680928
  nChanged 15541
		SP:Iteration 1F (9833.590000 sec): 3 clusters
  Score: Raw -2883974.152560 + Penalty 3387.483163 = -2880586.669397
  nChanged 1555
		SP:Iteration 2Q (9833.930000 sec): 3 clusters
  Score: Raw -2884489.903118 + Penalty 3387.483163 = -2881102.419955
  nChanged 1585
		SP:Iteration 3Q (9834.230000 sec): 3 clusters
  Score: Raw -2885129.763331 + Penalty 3387.483163 = -2881742.280168
  nChanged 1778
		SP:Iteration 4F (9834.520000 sec): 3 clusters
  Score: Raw -2885914.345649 + Penalty 3387.483163 = -2882526.862486
  nChanged 1835
		SP:Iteration 5F (9834.810000 sec): 3 clusters
  Score: Raw -2886766.086434 + Penalty 3387.483163 = -2883378.603271
  nChanged 1881
		SP:Iteration 6F (9835.130000 sec): 3 clusters
  Score: Raw -2887640.075832 + Penalty 3387.483163 = -2884252.592669
  nChanged 1738
		SP:Iteration 7F (9835.450000 sec): 3 clusters
  Score: Raw -2888382.534312 + Penalty 3387.483163 = -2884995.051149
  nChanged 1573
		SP:Iteration 8Q (9835.770000 sec): 3 clusters
  Score: Raw -2889024.950116 + Penalty 3387.483163 = -2885637.466953
  nChanged 1332
		SP:Iteration 9Q (9836.090000 sec): 3 clusters
  Score: Raw -2889539.536528 + Penalty 3387.483163 = -2886152.053365
  nChanged 1136
		SP:Iteration 10Q (9836.410000 sec): 3 clusters
  Score: Raw -2889946.487631 + Penalty 3387.483163 = -2886559.004468
  nChanged 990
		SP:Iteration 11Q (9836.750000 sec): 3 clusters
  Score: Raw -2890303.455955 + Penalty 3387.483163 = -2886915.972792
  nChanged 924
		SP:Iteration 12Q (9837.030000 sec): 3 clusters
  Score: Raw -2890677.575284 + Penalty 3387.483163 = -2887290.092121
  nChanged 944
		SP:Iteration 13Q (9837.390000 sec): 3 clusters
  Score: Raw -2891114.962609 + Penalty 3387.483163 = -2887727.479446
  nChanged 1043
		SP:Iteration 14Q (9837.700000 sec): 3 clusters
  Score: Raw -2891646.387138 + Penalty 3387.483163 = -2888258.903975
  nChanged 1091
		SP:Iteration 15Q (9838.060000 sec): 3 clusters
  Score: Raw -2892294.057965 + Penalty 3387.483163 = -2888906.574802
  nChanged 1142
		SP:Iteration 16Q (9838.340000 sec): 3 clusters
  Score: Raw -2893065.396113 + Penalty 3387.483163 = -2889677.912950
  nChanged 1088
		SP:Iteration 17Q (9838.700000 sec): 3 clusters
  Score: Raw -2893864.456378 + Penalty 3387.483163 = -2890476.973215
  nChanged 978
		SP:Iteration 18Q (9839.020000 sec): 3 clusters
  Score: Raw -2894644.140288 + Penalty 3387.483163 = -2891256.657125
  nChanged 772
		SP:Iteration 19Q (9839.320000 sec): 3 clusters
  Score: Raw -2895277.351655 + Penalty 3387.483163 = -2891889.868492
  nChanged 499
		SP:Iteration 20F (9839.640000 sec): 3 clusters
  Score: Raw -2895666.501229 + Penalty 3387.483163 = -2892279.018066
  nChanged 317
		SP:Iteration 21Q (9839.990000 sec): 3 clusters
  Score: Raw -2895920.577304 + Penalty 3387.483163 = -2892533.094141
  nChanged 211
		SP:Iteration 22Q (9840.310000 sec): 3 clusters
  Score: Raw -2896082.388263 + Penalty 3387.483163 = -2892694.905100
  nChanged 150
		SP:Iteration 23Q (9840.660000 sec): 3 clusters
  Score: Raw -2896188.282290 + Penalty 3387.483163 = -2892800.799127
  nChanged 103
		SP:Iteration 24Q (9841.010000 sec): 3 clusters
  Score: Raw -2896266.694217 + Penalty 3387.483163 = -2892879.211054
  nChanged 74
		SP:Iteration 25Q (9841.280000 sec): 3 clusters
  Score: Raw -2896320.307521 + Penalty 3387.483163 = -2892932.824358
  nChanged 58
		SP:Iteration 26Q (9841.570000 sec): 3 clusters
  Score: Raw -2896358.926076 + Penalty 3387.483163 = -2892971.442913
  nChanged 45
		SP:Iteration 27Q (9841.880000 sec): 3 clusters
  Score: Raw -2896391.441563 + Penalty 3387.483163 = -2893003.958400
  nChanged 34
		SP:Iteration 28Q (9842.220000 sec): 3 clusters
  Score: Raw -2896417.035361 + Penalty 3387.483163 = -2893029.552198
  nChanged 28
		SP:Iteration 29Q (9842.540000 sec): 3 clusters
  Score: Raw -2896432.969468 + Penalty 3387.483163 = -2893045.486305
  nChanged 20
		SP:Iteration 30Q (9842.860000 sec): 3 clusters
  Score: Raw -2896443.173562 + Penalty 3387.483163 = -2893055.690399
  nChanged 12
		SP:Iteration 31Q (9843.180000 sec): 3 clusters
  Score: Raw -2896455.910291 + Penalty 3387.483163 = -2893068.427128
  nChanged 14
		SP:Iteration 32Q (9843.470000 sec): 3 clusters
  Score: Raw -2896466.057589 + Penalty 3387.483163 = -2893078.574426
  nChanged 8
		SP:Iteration 33Q (9843.780000 sec): 3 clusters
  Score: Raw -2896471.553416 + Penalty 3387.483163 = -2893084.070253
  nChanged 10
		SP:Iteration 34Q (9844.080000 sec): 3 clusters
  Score: Raw -2896479.711098 + Penalty 3387.483163 = -2893092.227935
  nChanged 11
		SP:Iteration 35Q (9844.340000 sec): 3 clusters
  Score: Raw -2896488.958243 + Penalty 3387.483163 = -2893101.475080
  nChanged 11
		SP:Iteration 36Q (9844.660000 sec): 3 clusters
  Score: Raw -2896495.566635 + Penalty 3387.483163 = -2893108.083472
  nChanged 5
		SP:Iteration 37Q (9844.920000 sec): 3 clusters
  Score: Raw -2896498.861141 + Penalty 3387.483163 = -2893111.377978
  nChanged 5
		SP:Iteration 38Q (9845.220000 sec): 3 clusters
  Score: Raw -2896501.518696 + Penalty 3387.483163 = -2893114.035533
  nChanged 8
		SP:Iteration 39Q (9845.530000 sec): 3 clusters
  Score: Raw -2896507.133483 + Penalty 3387.483163 = -2893119.650320
  nChanged 2
		SP:Iteration 40F (9845.840000 sec): 3 clusters
  Score: Raw -2896508.079973 + Penalty 3387.483163 = -2893120.596810
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9845.960000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9846.150000 sec): 3 clusters
  Score: Raw -40965.886595 + Penalty 2010.517803 = -38955.368792
  nChanged 143
		SP:Iteration 1F (9846.350000 sec): 3 clusters
  Score: Raw -41177.406305 + Penalty 2010.517803 = -39166.888503
  nChanged 26
		SP:Iteration 2F (9846.500000 sec): 3 clusters
  Score: Raw -41220.151526 + Penalty 2010.517803 = -39209.633723
  nChanged 21
		SP:Iteration 3Q (9846.720000 sec): 3 clusters
  Score: Raw -41258.429725 + Penalty 2010.517803 = -39247.911922
  nChanged 15
		SP:Iteration 4Q (9846.860000 sec): 3 clusters
  Score: Raw -41280.754856 + Penalty 2010.517803 = -39270.237053
  nChanged 6
		SP:Iteration 5Q (9847.070000 sec): 3 clusters
  Score: Raw -41288.398830 + Penalty 2010.517803 = -39277.881027
  nChanged 2
		SP:Iteration 6Q (9847.210000 sec): 3 clusters
  Score: Raw -41294.969426 + Penalty 2010.517803 = -39284.451623
  nChanged 1
		SP:Iteration 7Q (9847.350000 sec): 3 clusters
  Score: Raw -41295.916059 + Penalty 2010.517803 = -39285.398256
  nChanged 0
		SP:Iteration 8F (9847.520000 sec): 3 clusters
  Score: Raw -41295.916059 + Penalty 2010.517803 = -39285.398256
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9847.610000 sec): 2 clusters
  Score: Raw -90060.569327 + Penalty 1163.132016 = -88897.437310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9847.830000 sec): 3 clusters
  Score: Raw -89557.281140 + Penalty 2326.264032 = -87231.017107
  nChanged 449
		SP:Iteration 1F (9847.990000 sec): 3 clusters
  Score: Raw -89968.122813 + Penalty 2326.264032 = -87641.858781
  nChanged 131
		SP:Iteration 2F (9848.190000 sec): 3 clusters
  Score: Raw -90127.179625 + Penalty 2326.264032 = -87800.915593
  nChanged 89
		SP:Iteration 3F (9848.310000 sec): 3 clusters
  Score: Raw -90249.422070 + Penalty 2326.264032 = -87923.158038
  nChanged 64
		SP:Iteration 4Q (9848.490000 sec): 3 clusters
  Score: Raw -90351.618346 + Penalty 2326.264032 = -88025.354313
  nChanged 49
		SP:Iteration 5Q (9848.660000 sec): 3 clusters
  Score: Raw -90414.432614 + Penalty 2326.264032 = -88088.168582
  nChanged 32
		SP:Iteration 6Q (9848.830000 sec): 3 clusters
  Score: Raw -90447.005787 + Penalty 2326.264032 = -88120.741755
  nChanged 24
		SP:Iteration 7Q (9849.010000 sec): 3 clusters
  Score: Raw -90469.445901 + Penalty 2326.264032 = -88143.181868
  nChanged 19
		SP:Iteration 8Q (9849.210000 sec): 3 clusters
  Score: Raw -90484.916451 + Penalty 2326.264032 = -88158.652419
  nChanged 16
		SP:Iteration 9Q (9849.350000 sec): 3 clusters
  Score: Raw -90497.671848 + Penalty 2326.264032 = -88171.407815
  nChanged 10
		SP:Iteration 10Q (9849.570000 sec): 3 clusters
  Score: Raw -90505.125062 + Penalty 2326.264032 = -88178.861029
  nChanged 3
		SP:Iteration 11Q (9849.710000 sec): 3 clusters
  Score: Raw -90507.089246 + Penalty 2326.264032 = -88180.825214
  nChanged 4
		SP:Iteration 12Q (9849.920000 sec): 3 clusters
  Score: Raw -90510.425264 + Penalty 2326.264032 = -88184.161232
  nChanged 4
		SP:Iteration 13Q (9850.060000 sec): 3 clusters
  Score: Raw -90512.540318 + Penalty 2326.264032 = -88186.276285
  nChanged 1
		SP:Iteration 14Q (9850.250000 sec): 3 clusters
  Score: Raw -90513.841184 + Penalty 2326.264032 = -88187.577151
  nChanged 0
		SP:Iteration 15F (9850.400000 sec): 3 clusters
  Score: Raw -90513.841184 + Penalty 2326.264032 = -88187.577151
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9850.460000 sec): 2 clusters
  Score: Raw -148713.148992 + Penalty 1222.916496 = -147490.232496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9850.610000 sec): 3 clusters
  Score: Raw -147947.253600 + Penalty 2445.832992 = -145501.420608
  nChanged 632
		SP:Iteration 1F (9850.770000 sec): 3 clusters
  Score: Raw -148363.455028 + Penalty 2445.832992 = -145917.622036
  nChanged 161
		SP:Iteration 2F (9850.930000 sec): 3 clusters
  Score: Raw -148515.526115 + Penalty 2445.832992 = -146069.693123
  nChanged 117
		SP:Iteration 3F (9851.130000 sec): 3 clusters
  Score: Raw -148627.349983 + Penalty 2445.832992 = -146181.516991
  nChanged 93
		SP:Iteration 4F (9851.290000 sec): 3 clusters
  Score: Raw -148741.072491 + Penalty 2445.832992 = -146295.239499
  nChanged 93
		SP:Iteration 5F (9851.490000 sec): 3 clusters
  Score: Raw -148843.141788 + Penalty 2445.832992 = -146397.308796
  nChanged 85
		SP:Iteration 6Q (9851.700000 sec): 3 clusters
  Score: Raw -148929.312553 + Penalty 2445.832992 = -146483.479561
  nChanged 68
		SP:Iteration 7Q (9851.890000 sec): 3 clusters
  Score: Raw -148988.117908 + Penalty 2445.832992 = -146542.284916
  nChanged 40
		SP:Iteration 8Q (9852.040000 sec): 3 clusters
  Score: Raw -149026.537791 + Penalty 2445.832992 = -146580.704799
  nChanged 41
		SP:Iteration 9Q (9852.250000 sec): 3 clusters
  Score: Raw -149070.585531 + Penalty 2445.832992 = -146624.752539
  nChanged 35
		SP:Iteration 10Q (9852.400000 sec): 3 clusters
  Score: Raw -149099.343389 + Penalty 2445.832992 = -146653.510397
  nChanged 28
		SP:Iteration 11Q (9852.600000 sec): 3 clusters
  Score: Raw -149122.068293 + Penalty 2445.832992 = -146676.235301
  nChanged 15
		SP:Iteration 12Q (9852.730000 sec): 3 clusters
  Score: Raw -149132.383510 + Penalty 2445.832992 = -146686.550519
  nChanged 16
		SP:Iteration 13Q (9852.900000 sec): 3 clusters
  Score: Raw -149140.345346 + Penalty 2445.832992 = -146694.512354
  nChanged 12
		SP:Iteration 14Q (9853.060000 sec): 3 clusters
  Score: Raw -149148.501641 + Penalty 2445.832992 = -146702.668649
  nChanged 8
		SP:Iteration 15Q (9853.280000 sec): 3 clusters
  Score: Raw -149155.395584 + Penalty 2445.832992 = -146709.562592
  nChanged 7
		SP:Iteration 16Q (9853.470000 sec): 3 clusters
  Score: Raw -149159.995776 + Penalty 2445.832992 = -146714.162784
  nChanged 7
		SP:Iteration 17Q (9853.650000 sec): 3 clusters
  Score: Raw -149163.625394 + Penalty 2445.832992 = -146717.792402
  nChanged 3
		SP:Iteration 18Q (9853.790000 sec): 3 clusters
  Score: Raw -149164.678544 + Penalty 2445.832992 = -146718.845552
  nChanged 2
		SP:Iteration 19Q (9854.020000 sec): 3 clusters
  Score: Raw -149165.444999 + Penalty 2445.832992 = -146719.612007
  nChanged 1
		SP:Iteration 20F (9854.200000 sec): 3 clusters
  Score: Raw -149166.195961 + Penalty 2445.832992 = -146720.362969
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9854.320000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9854.480000 sec): 3 clusters
  Score: Raw -33081.049940 + Penalty 1972.989762 = -31108.060178
  nChanged 108
		SP:Iteration 1F (9854.670000 sec): 3 clusters
  Score: Raw -33232.916275 + Penalty 1972.989762 = -31259.926513
  nChanged 26
		SP:Iteration 2F (9854.860000 sec): 3 clusters
  Score: Raw -33279.487194 + Penalty 1972.989762 = -31306.497433
  nChanged 14
		SP:Iteration 3Q (9855.060000 sec): 3 clusters
  Score: Raw -33310.007575 + Penalty 1972.989762 = -31337.017814
  nChanged 13
		SP:Iteration 4Q (9855.230000 sec): 3 clusters
  Score: Raw -33332.269144 + Penalty 1972.989762 = -31359.279382
  nChanged 1
		SP:Iteration 5Q (9855.410000 sec): 3 clusters
  Score: Raw -33333.933143 + Penalty 1972.989762 = -31360.943382
  nChanged 3
		SP:Iteration 6Q (9855.590000 sec): 3 clusters
  Score: Raw -33346.802781 + Penalty 1972.989762 = -31373.813020
  nChanged 6
		SP:Iteration 7Q (9855.760000 sec): 3 clusters
  Score: Raw -33356.958097 + Penalty 1972.989762 = -31383.968335
  nChanged 5
		SP:Iteration 8Q (9855.930000 sec): 3 clusters
  Score: Raw -33363.573325 + Penalty 1972.989762 = -31390.583564
  nChanged 3
		SP:Iteration 9Q (9856.170000 sec): 3 clusters
  Score: Raw -33367.680846 + Penalty 1972.989762 = -31394.691085
  nChanged 1
		SP:Iteration 10Q (9856.340000 sec): 3 clusters
  Score: Raw -33376.088390 + Penalty 1972.989762 = -31403.098629
  nChanged 1
		SP:Iteration 11Q (9856.540000 sec): 3 clusters
  Score: Raw -33379.182159 + Penalty 1972.989762 = -31406.192397
  nChanged 1
		SP:Iteration 12Q (9856.730000 sec): 3 clusters
  Score: Raw -33380.256575 + Penalty 1972.989762 = -31407.266814
  nChanged 1
		SP:Iteration 13Q (9856.850000 sec): 3 clusters
  Score: Raw -33381.299771 + Penalty 1972.989762 = -31408.310010
  nChanged 1
		SP:Iteration 14Q (9857.000000 sec): 3 clusters
  Score: Raw -33381.691910 + Penalty 1972.989762 = -31408.702148
  nChanged 0
		SP:Iteration 15F (9857.190000 sec): 3 clusters
  Score: Raw -33381.691910 + Penalty 1972.989762 = -31408.702148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9857.320000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9857.470000 sec): 3 clusters
  Score: Raw -14470.629558 + Penalty 1710.374311 = -12760.255247
  nChanged 21
		SP:Iteration 1F (9857.650000 sec): 3 clusters
  Score: Raw -14531.215500 + Penalty 1710.374311 = -12820.841189
  nChanged 6
		SP:Iteration 2Q (9857.840000 sec): 3 clusters
  Score: Raw -14555.296353 + Penalty 1710.374311 = -12844.922041
  nChanged 4
		SP:Iteration 3Q (9858.060000 sec): 3 clusters
  Score: Raw -14569.200787 + Penalty 1710.374311 = -12858.826476
  nChanged 2
		SP:Iteration 4Q (9858.210000 sec): 3 clusters
  Score: Raw -14578.214482 + Penalty 1710.374311 = -12867.840171
  nChanged 2
		SP:Iteration 5Q (9858.370000 sec): 3 clusters
  Score: Raw -14591.177649 + Penalty 1710.374311 = -12880.803338
  nChanged 0
		SP:Iteration 6F (9858.570000 sec): 3 clusters
  Score: Raw -14591.177649 + Penalty 1710.374311 = -12880.803338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9858.660000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9858.850000 sec): 3 clusters
  Score: Raw -42740.974305 + Penalty 2018.445025 = -40722.529280
  nChanged 119
		SP:Iteration 1F (9859.050000 sec): 3 clusters
  Score: Raw -42893.585073 + Penalty 2018.445025 = -40875.140048
  nChanged 18
		SP:Iteration 2Q (9859.240000 sec): 3 clusters
  Score: Raw -42923.951190 + Penalty 2018.445025 = -40905.506165
  nChanged 9
		SP:Iteration 3Q (9859.380000 sec): 3 clusters
  Score: Raw -42934.874315 + Penalty 2018.445025 = -40916.429290
  nChanged 6
		SP:Iteration 4Q (9859.560000 sec): 3 clusters
  Score: Raw -42951.392867 + Penalty 2018.445025 = -40932.947842
  nChanged 10
		SP:Iteration 5Q (9859.740000 sec): 3 clusters
  Score: Raw -42968.192386 + Penalty 2018.445025 = -40949.747361
  nChanged 2
		SP:Iteration 6Q (9859.930000 sec): 3 clusters
  Score: Raw -42971.037300 + Penalty 2018.445025 = -40952.592275
  nChanged 2
		SP:Iteration 7Q (9860.080000 sec): 3 clusters
  Score: Raw -42972.689415 + Penalty 2018.445025 = -40954.244390
  nChanged 2
		SP:Iteration 8Q (9860.260000 sec): 3 clusters
  Score: Raw -42975.517683 + Penalty 2018.445025 = -40957.072658
  nChanged 2
		SP:Iteration 9Q (9860.470000 sec): 3 clusters
  Score: Raw -42977.076357 + Penalty 2018.445025 = -40958.631332
  nChanged 1
		SP:Iteration 10Q (9860.620000 sec): 3 clusters
  Score: Raw -42977.695065 + Penalty 2018.445025 = -40959.250040
  nChanged 1
		SP:Iteration 11Q (9860.840000 sec): 3 clusters
  Score: Raw -42978.228596 + Penalty 2018.445025 = -40959.783571
  nChanged 0
		SP:Iteration 12F (9861.030000 sec): 3 clusters
  Score: Raw -42978.228596 + Penalty 2018.445025 = -40959.783571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9861.140000 sec): 2 clusters
  Score: Raw -31032.042012 + Penalty 997.380646 = -30034.661366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9861.310000 sec): 3 clusters
  Score: Raw -31031.693931 + Penalty 1994.761293 = -29036.932638
  nChanged 115
		SP:Iteration 1F (9861.510000 sec): 3 clusters
  Score: Raw -31312.969675 + Penalty 1994.761293 = -29318.208382
  nChanged 37
		SP:Iteration 2F (9861.660000 sec): 3 clusters
  Score: Raw -31413.707640 + Penalty 1994.761293 = -29418.946348
  nChanged 15
		SP:Iteration 3Q (9861.880000 sec): 3 clusters
  Score: Raw -31451.763794 + Penalty 1994.761293 = -29457.002501
  nChanged 7
		SP:Iteration 4Q (9862.050000 sec): 3 clusters
  Score: Raw -31462.502131 + Penalty 1994.761293 = -29467.740839
  nChanged 4
		SP:Iteration 5Q (9862.200000 sec): 3 clusters
  Score: Raw -31467.758336 + Penalty 1994.761293 = -29472.997044
  nChanged 5
		SP:Iteration 6Q (9862.400000 sec): 3 clusters
  Score: Raw -31477.370811 + Penalty 1994.761293 = -29482.609518
  nChanged 3
		SP:Iteration 7Q (9862.600000 sec): 3 clusters
  Score: Raw -31480.879607 + Penalty 1994.761293 = -29486.118315
  nChanged 3
		SP:Iteration 8Q (9862.830000 sec): 3 clusters
  Score: Raw -31483.486293 + Penalty 1994.761293 = -29488.725000
  nChanged 1
		SP:Iteration 9Q (9862.970000 sec): 3 clusters
  Score: Raw -31487.079898 + Penalty 1994.761293 = -29492.318605
  nChanged 2
		SP:Iteration 10Q (9863.160000 sec): 3 clusters
  Score: Raw -31487.912611 + Penalty 1994.761293 = -29493.151318
  nChanged 1
		SP:Iteration 11Q (9863.330000 sec): 3 clusters
  Score: Raw -31490.174084 + Penalty 1994.761293 = -29495.412791
  nChanged 0
		SP:Iteration 12F (9863.540000 sec): 3 clusters
  Score: Raw -31490.174084 + Penalty 1994.761293 = -29495.412791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9863.620000 sec): 2 clusters
  Score: Raw -104585.495334 + Penalty 1157.334731 = -103428.160603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9863.830000 sec): 3 clusters
  Score: Raw -104120.474701 + Penalty 2314.669462 = -101805.805239
  nChanged 399
		SP:Iteration 1F (9864.050000 sec): 3 clusters
  Score: Raw -104389.144612 + Penalty 2314.669462 = -102074.475150
  nChanged 89
		SP:Iteration 2F (9864.200000 sec): 3 clusters
  Score: Raw -104483.327938 + Penalty 2314.669462 = -102168.658476
  nChanged 56
		SP:Iteration 3Q (9864.440000 sec): 3 clusters
  Score: Raw -104526.111015 + Penalty 2314.669462 = -102211.441554
  nChanged 33
		SP:Iteration 4Q (9864.580000 sec): 3 clusters
  Score: Raw -104553.471395 + Penalty 2314.669462 = -102238.801933
  nChanged 30
		SP:Iteration 5Q (9864.760000 sec): 3 clusters
  Score: Raw -104582.878882 + Penalty 2314.669462 = -102268.209420
  nChanged 24
		SP:Iteration 6Q (9864.950000 sec): 3 clusters
  Score: Raw -104603.965013 + Penalty 2314.669462 = -102289.295552
  nChanged 20
		SP:Iteration 7Q (9865.180000 sec): 3 clusters
  Score: Raw -104619.948612 + Penalty 2314.669462 = -102305.279150
  nChanged 13
		SP:Iteration 8Q (9865.360000 sec): 3 clusters
  Score: Raw -104631.713201 + Penalty 2314.669462 = -102317.043740
  nChanged 12
		SP:Iteration 9Q (9865.590000 sec): 3 clusters
  Score: Raw -104639.675682 + Penalty 2314.669462 = -102325.006221
  nChanged 4
		SP:Iteration 10Q (9865.760000 sec): 3 clusters
  Score: Raw -104641.424590 + Penalty 2314.669462 = -102326.755128
  nChanged 2
		SP:Iteration 11Q (9865.950000 sec): 3 clusters
  Score: Raw -104642.211450 + Penalty 2314.669462 = -102327.541989
  nChanged 2
		SP:Iteration 12Q (9866.130000 sec): 3 clusters
  Score: Raw -104643.187954 + Penalty 2314.669462 = -102328.518493
  nChanged 1
		SP:Iteration 13Q (9866.340000 sec): 3 clusters
  Score: Raw -104643.736194 + Penalty 2314.669462 = -102329.066732
  nChanged 2
		SP:Iteration 14Q (9866.560000 sec): 3 clusters
  Score: Raw -104644.258293 + Penalty 2314.669462 = -102329.588831
  nChanged 1
		SP:Iteration 15Q (9866.710000 sec): 3 clusters
  Score: Raw -104644.434505 + Penalty 2314.669462 = -102329.765043
  nChanged 0
		SP:Iteration 16F (9866.930000 sec): 3 clusters
  Score: Raw -104644.434505 + Penalty 2314.669462 = -102329.765043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9867.000000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9867.200000 sec): 3 clusters
  Score: Raw -111541.974315 + Penalty 2360.582126 = -109181.392190
  nChanged 446
		SP:Iteration 1F (9867.380000 sec): 3 clusters
  Score: Raw -111941.690809 + Penalty 2360.582126 = -109581.108683
  nChanged 134
		SP:Iteration 2F (9867.610000 sec): 3 clusters
  Score: Raw -112132.216408 + Penalty 2360.582126 = -109771.634283
  nChanged 116
		SP:Iteration 3F (9867.800000 sec): 3 clusters
  Score: Raw -112286.932699 + Penalty 2360.582126 = -109926.350573
  nChanged 82
		SP:Iteration 4F (9867.960000 sec): 3 clusters
  Score: Raw -112379.175419 + Penalty 2360.582126 = -110018.593294
  nChanged 65
		SP:Iteration 5Q (9868.140000 sec): 3 clusters
  Score: Raw -112446.940917 + Penalty 2360.582126 = -110086.358792
  nChanged 53
		SP:Iteration 6Q (9868.330000 sec): 3 clusters
  Score: Raw -112497.572023 + Penalty 2360.582126 = -110136.989897
  nChanged 35
		SP:Iteration 7Q (9868.500000 sec): 3 clusters
  Score: Raw -112531.812923 + Penalty 2360.582126 = -110171.230798
  nChanged 28
		SP:Iteration 8Q (9868.680000 sec): 3 clusters
  Score: Raw -112554.448059 + Penalty 2360.582126 = -110193.865933
  nChanged 15
		SP:Iteration 9Q (9868.860000 sec): 3 clusters
  Score: Raw -112565.345057 + Penalty 2360.582126 = -110204.762931
  nChanged 9
		SP:Iteration 10Q (9869.080000 sec): 3 clusters
  Score: Raw -112572.495351 + Penalty 2360.582126 = -110211.913225
  nChanged 7
		SP:Iteration 11Q (9869.240000 sec): 3 clusters
  Score: Raw -112577.945795 + Penalty 2360.582126 = -110217.363670
  nChanged 7
		SP:Iteration 12Q (9869.450000 sec): 3 clusters
  Score: Raw -112582.398662 + Penalty 2360.582126 = -110221.816536
  nChanged 5
		SP:Iteration 13Q (9869.620000 sec): 3 clusters
  Score: Raw -112587.961216 + Penalty 2360.582126 = -110227.379090
  nChanged 2
		SP:Iteration 14Q (9869.840000 sec): 3 clusters
  Score: Raw -112588.443609 + Penalty 2360.582126 = -110227.861484
  nChanged 0
		SP:Iteration 15F (9870.000000 sec): 3 clusters
  Score: Raw -112588.443609 + Penalty 2360.582126 = -110227.861484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9870.100000 sec): 2 clusters
  Score: Raw -120834.926562 + Penalty 1209.405067 = -119625.521494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9870.290000 sec): 3 clusters
  Score: Raw -120179.282684 + Penalty 2418.810135 = -117760.472549
  nChanged 611
		SP:Iteration 1F (9870.480000 sec): 3 clusters
  Score: Raw -120639.478250 + Penalty 2418.810135 = -118220.668115
  nChanged 136
		SP:Iteration 2F (9870.680000 sec): 3 clusters
  Score: Raw -120752.017940 + Penalty 2418.810135 = -118333.207806
  nChanged 82
		SP:Iteration 3Q (9870.880000 sec): 3 clusters
  Score: Raw -120805.781967 + Penalty 2418.810135 = -118386.971832
  nChanged 62
		SP:Iteration 4Q (9871.080000 sec): 3 clusters
  Score: Raw -120870.033342 + Penalty 2418.810135 = -118451.223207
  nChanged 57
		SP:Iteration 5Q (9871.240000 sec): 3 clusters
  Score: Raw -120924.407976 + Penalty 2418.810135 = -118505.597841
  nChanged 59
		SP:Iteration 6Q (9871.460000 sec): 3 clusters
  Score: Raw -120972.839694 + Penalty 2418.810135 = -118554.029559
  nChanged 43
		SP:Iteration 7Q (9871.610000 sec): 3 clusters
  Score: Raw -121011.483186 + Penalty 2418.810135 = -118592.673051
  nChanged 30
		SP:Iteration 8Q (9871.810000 sec): 3 clusters
  Score: Raw -121032.888681 + Penalty 2418.810135 = -118614.078546
  nChanged 25
		SP:Iteration 9Q (9871.950000 sec): 3 clusters
  Score: Raw -121056.420787 + Penalty 2418.810135 = -118637.610652
  nChanged 25
		SP:Iteration 10Q (9872.150000 sec): 3 clusters
  Score: Raw -121075.208661 + Penalty 2418.810135 = -118656.398526
  nChanged 26
		SP:Iteration 11Q (9872.380000 sec): 3 clusters
  Score: Raw -121092.665859 + Penalty 2418.810135 = -118673.855724
  nChanged 18
		SP:Iteration 12Q (9872.570000 sec): 3 clusters
  Score: Raw -121101.721828 + Penalty 2418.810135 = -118682.911693
  nChanged 9
		SP:Iteration 13Q (9872.760000 sec): 3 clusters
  Score: Raw -121109.648839 + Penalty 2418.810135 = -118690.838704
  nChanged 14
		SP:Iteration 14Q (9873.000000 sec): 3 clusters
  Score: Raw -121118.667300 + Penalty 2418.810135 = -118699.857166
  nChanged 14
		SP:Iteration 15Q (9873.220000 sec): 3 clusters
  Score: Raw -121126.903535 + Penalty 2418.810135 = -118708.093400
  nChanged 11
		SP:Iteration 16Q (9873.430000 sec): 3 clusters
  Score: Raw -121132.381903 + Penalty 2418.810135 = -118713.571768
  nChanged 4
		SP:Iteration 17Q (9873.630000 sec): 3 clusters
  Score: Raw -121135.101933 + Penalty 2418.810135 = -118716.291798
  nChanged 5
		SP:Iteration 18Q (9873.820000 sec): 3 clusters
  Score: Raw -121138.303943 + Penalty 2418.810135 = -118719.493808
  nChanged 2
		SP:Iteration 19Q (9874.030000 sec): 3 clusters
  Score: Raw -121139.160902 + Penalty 2418.810135 = -118720.350767
  nChanged 2
		SP:Iteration 20F (9874.250000 sec): 3 clusters
  Score: Raw -121139.822051 + Penalty 2418.810135 = -118721.011916
  nChanged 2
		SP:Iteration 21Q (9874.480000 sec): 3 clusters
  Score: Raw -121140.528516 + Penalty 2418.810135 = -118721.718381
  nChanged 0
		SP:Iteration 22F (9874.660000 sec): 3 clusters
  Score: Raw -121140.528516 + Penalty 2418.810135 = -118721.718381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.780000 sec): 2 clusters
  Score: Raw -108783.415810 + Penalty 1194.771679 = -107588.644132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.970000 sec): 3 clusters
  Score: Raw -108271.162212 + Penalty 2389.543358 = -105881.618854
  nChanged 517
		SP:Iteration 1F (9875.150000 sec): 3 clusters
  Score: Raw -108772.458071 + Penalty 2389.543358 = -106382.914713
  nChanged 133
		SP:Iteration 2F (9875.340000 sec): 3 clusters
  Score: Raw -108938.610490 + Penalty 2389.543358 = -106549.067133
  nChanged 85
		SP:Iteration 3F (9875.500000 sec): 3 clusters
  Score: Raw -109078.740435 + Penalty 2389.543358 = -106689.197078
  nChanged 68
		SP:Iteration 4Q (9875.760000 sec): 3 clusters
  Score: Raw -109175.620733 + Penalty 2389.543358 = -106786.077375
  nChanged 60
		SP:Iteration 5Q (9875.960000 sec): 3 clusters
  Score: Raw -109254.313459 + Penalty 2389.543358 = -106864.770101
  nChanged 43
		SP:Iteration 6Q (9876.190000 sec): 3 clusters
  Score: Raw -109289.807184 + Penalty 2389.543358 = -106900.263827
  nChanged 30
		SP:Iteration 7Q (9876.370000 sec): 3 clusters
  Score: Raw -109312.541882 + Penalty 2389.543358 = -106922.998524
  nChanged 17
		SP:Iteration 8Q (9876.560000 sec): 3 clusters
  Score: Raw -109322.542556 + Penalty 2389.543358 = -106932.999199
  nChanged 14
		SP:Iteration 9Q (9876.780000 sec): 3 clusters
  Score: Raw -109334.598945 + Penalty 2389.543358 = -106945.055587
  nChanged 9
		SP:Iteration 10Q (9876.980000 sec): 3 clusters
  Score: Raw -109342.073276 + Penalty 2389.543358 = -106952.529918
  nChanged 14
		SP:Iteration 11Q (9877.160000 sec): 3 clusters
  Score: Raw -109351.694811 + Penalty 2389.543358 = -106962.151453
  nChanged 8
		SP:Iteration 12Q (9877.390000 sec): 3 clusters
  Score: Raw -109355.059081 + Penalty 2389.543358 = -106965.515723
  nChanged 5
		SP:Iteration 13Q (9877.590000 sec): 3 clusters
  Score: Raw -109357.539683 + Penalty 2389.543358 = -106967.996325
  nChanged 5
		SP:Iteration 14Q (9877.810000 sec): 3 clusters
  Score: Raw -109359.477443 + Penalty 2389.543358 = -106969.934085
  nChanged 2
		SP:Iteration 15Q (9877.960000 sec): 3 clusters
  Score: Raw -109359.967699 + Penalty 2389.543358 = -106970.424342
  nChanged 2
		SP:Iteration 16Q (9878.160000 sec): 3 clusters
  Score: Raw -109361.200904 + Penalty 2389.543358 = -106971.657546
  nChanged 0
		SP:Iteration 17F (9878.320000 sec): 3 clusters
  Score: Raw -109361.200904 + Penalty 2389.543358 = -106971.657546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9878.440000 sec): 2 clusters
  Score: Raw -221177.569299 + Penalty 1309.066273 = -219868.503025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9878.670000 sec): 3 clusters
  Score: Raw -219669.468163 + Penalty 2618.132547 = -217051.335617
  nChanged 1218
		SP:Iteration 1F (9878.880000 sec): 3 clusters
  Score: Raw -220544.553036 + Penalty 2618.132547 = -217926.420490
  nChanged 307
		SP:Iteration 2F (9879.030000 sec): 3 clusters
  Score: Raw -220818.596030 + Penalty 2618.132547 = -218200.463484
  nChanged 224
		SP:Iteration 3F (9879.250000 sec): 3 clusters
  Score: Raw -221019.819406 + Penalty 2618.132547 = -218401.686859
  nChanged 170
		SP:Iteration 4F (9879.460000 sec): 3 clusters
  Score: Raw -221161.728350 + Penalty 2618.132547 = -218543.595803
  nChanged 135
		SP:Iteration 5Q (9879.640000 sec): 3 clusters
  Score: Raw -221272.397115 + Penalty 2618.132547 = -218654.264568
  nChanged 114
		SP:Iteration 6Q (9879.850000 sec): 3 clusters
  Score: Raw -221373.172303 + Penalty 2618.132547 = -218755.039756
  nChanged 112
		SP:Iteration 7Q (9880.040000 sec): 3 clusters
  Score: Raw -221463.269764 + Penalty 2618.132547 = -218845.137217
  nChanged 73
		SP:Iteration 8Q (9880.260000 sec): 3 clusters
  Score: Raw -221520.536608 + Penalty 2618.132547 = -218902.404061
  nChanged 61
		SP:Iteration 9Q (9880.460000 sec): 3 clusters
  Score: Raw -221560.889971 + Penalty 2618.132547 = -218942.757424
  nChanged 53
		SP:Iteration 10Q (9880.660000 sec): 3 clusters
  Score: Raw -221597.343798 + Penalty 2618.132547 = -218979.211251
  nChanged 31
		SP:Iteration 11Q (9880.820000 sec): 3 clusters
  Score: Raw -221618.474774 + Penalty 2618.132547 = -219000.342227
  nChanged 39
		SP:Iteration 12Q (9881.040000 sec): 3 clusters
  Score: Raw -221638.081332 + Penalty 2618.132547 = -219019.948786
  nChanged 26
		SP:Iteration 13Q (9881.190000 sec): 3 clusters
  Score: Raw -221651.647431 + Penalty 2618.132547 = -219033.514885
  nChanged 27
		SP:Iteration 14Q (9881.400000 sec): 3 clusters
  Score: Raw -221672.963520 + Penalty 2618.132547 = -219054.830973
  nChanged 23
		SP:Iteration 15Q (9881.600000 sec): 3 clusters
  Score: Raw -221686.876291 + Penalty 2618.132547 = -219068.743744
  nChanged 22
		SP:Iteration 16Q (9881.820000 sec): 3 clusters
  Score: Raw -221702.095833 + Penalty 2618.132547 = -219083.963286
  nChanged 18
		SP:Iteration 17Q (9882.000000 sec): 3 clusters
  Score: Raw -221710.732025 + Penalty 2618.132547 = -219092.599479
  nChanged 13
		SP:Iteration 18Q (9882.200000 sec): 3 clusters
  Score: Raw -221716.657662 + Penalty 2618.132547 = -219098.525115
  nChanged 10
		SP:Iteration 19Q (9882.380000 sec): 3 clusters
  Score: Raw -221721.275214 + Penalty 2618.132547 = -219103.142668
  nChanged 9
		SP:Iteration 20F (9882.570000 sec): 3 clusters
  Score: Raw -221723.333004 + Penalty 2618.132547 = -219105.200458
  nChanged 4
		SP:Iteration 21Q (9882.760000 sec): 3 clusters
  Score: Raw -221724.379380 + Penalty 2618.132547 = -219106.246834
  nChanged 2
		SP:Iteration 22Q (9882.940000 sec): 3 clusters
  Score: Raw -221725.158080 + Penalty 2618.132547 = -219107.025533
  nChanged 2
		SP:Iteration 23Q (9883.120000 sec): 3 clusters
  Score: Raw -221725.570150 + Penalty 2618.132547 = -219107.437604
  nChanged 1
		SP:Iteration 24Q (9883.290000 sec): 3 clusters
  Score: Raw -221725.902813 + Penalty 2618.132547 = -219107.770266
  nChanged 2
		SP:Iteration 25Q (9883.480000 sec): 3 clusters
  Score: Raw -221726.494618 + Penalty 2618.132547 = -219108.362072
  nChanged 3
		SP:Iteration 26Q (9883.700000 sec): 3 clusters
  Score: Raw -221727.249618 + Penalty 2618.132547 = -219109.117072
  nChanged 2
		SP:Iteration 27Q (9883.850000 sec): 3 clusters
  Score: Raw -221727.659827 + Penalty 2618.132547 = -219109.527281
  nChanged 2
		SP:Iteration 28Q (9884.050000 sec): 3 clusters
  Score: Raw -221727.990979 + Penalty 2618.132547 = -219109.858432
  nChanged 2
		SP:Iteration 29Q (9884.230000 sec): 3 clusters
  Score: Raw -221729.557767 + Penalty 2618.132547 = -219111.425220
  nChanged 3
		SP:Iteration 30Q (9884.400000 sec): 3 clusters
  Score: Raw -221730.826005 + Penalty 2618.132547 = -219112.693459
  nChanged 0
		SP:Iteration 31F (9884.590000 sec): 3 clusters
  Score: Raw -221730.826005 + Penalty 2618.132547 = -219112.693459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9884.720000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9884.890000 sec): 3 clusters
  Score: Raw -35472.842808 + Penalty 1975.978288 = -33496.864520
  nChanged 96
		SP:Iteration 1F (9885.120000 sec): 3 clusters
  Score: Raw -35639.795837 + Penalty 1975.978288 = -33663.817549
  nChanged 19
		SP:Iteration 2Q (9885.270000 sec): 3 clusters
  Score: Raw -35678.269721 + Penalty 1975.978288 = -33702.291433
  nChanged 13
		SP:Iteration 3Q (9885.480000 sec): 3 clusters
  Score: Raw -35698.548130 + Penalty 1975.978288 = -33722.569841
  nChanged 10
		SP:Iteration 4Q (9885.620000 sec): 3 clusters
  Score: Raw -35718.411558 + Penalty 1975.978288 = -33742.433269
  nChanged 5
		SP:Iteration 5Q (9885.810000 sec): 3 clusters
  Score: Raw -35730.384671 + Penalty 1975.978288 = -33754.406382
  nChanged 4
		SP:Iteration 6Q (9885.970000 sec): 3 clusters
  Score: Raw -35736.671450 + Penalty 1975.978288 = -33760.693162
  nChanged 5
		SP:Iteration 7Q (9886.170000 sec): 3 clusters
  Score: Raw -35746.811000 + Penalty 1975.978288 = -33770.832711
  nChanged 1
		SP:Iteration 8Q (9886.320000 sec): 3 clusters
  Score: Raw -35748.941097 + Penalty 1975.978288 = -33772.962809
  nChanged 1
		SP:Iteration 9Q (9886.460000 sec): 3 clusters
  Score: Raw -35754.274373 + Penalty 1975.978288 = -33778.296085
  nChanged 1
		SP:Iteration 10Q (9886.600000 sec): 3 clusters
  Score: Raw -35757.062276 + Penalty 1975.978288 = -33781.083988
  nChanged 1
		SP:Iteration 11Q (9886.770000 sec): 3 clusters
  Score: Raw -35758.713254 + Penalty 1975.978288 = -33782.734966
  nChanged 0
		SP:Iteration 12F (9886.960000 sec): 3 clusters
  Score: Raw -35758.713254 + Penalty 1975.978288 = -33782.734966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9887.060000 sec): 2 clusters
  Score: Raw -220141.248079 + Penalty 1280.876174 = -218860.371905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9887.220000 sec): 3 clusters
  Score: Raw -218912.227700 + Penalty 2561.752349 = -216350.475351
  nChanged 961
		SP:Iteration 1F (9887.400000 sec): 3 clusters
  Score: Raw -219518.390045 + Penalty 2561.752349 = -216956.637696
  nChanged 229
		SP:Iteration 2F (9887.600000 sec): 3 clusters
  Score: Raw -219703.842319 + Penalty 2561.752349 = -217142.089970
  nChanged 172
		SP:Iteration 3F (9887.790000 sec): 3 clusters
  Score: Raw -219839.204477 + Penalty 2561.752349 = -217277.452128
  nChanged 119
		SP:Iteration 4Q (9887.960000 sec): 3 clusters
  Score: Raw -219917.149092 + Penalty 2561.752349 = -217355.396743
  nChanged 88
		SP:Iteration 5Q (9888.120000 sec): 3 clusters
  Score: Raw -219978.142711 + Penalty 2561.752349 = -217416.390362
  nChanged 70
		SP:Iteration 6Q (9888.290000 sec): 3 clusters
  Score: Raw -220029.718493 + Penalty 2561.752349 = -217467.966145
  nChanged 64
		SP:Iteration 7Q (9888.470000 sec): 3 clusters
  Score: Raw -220072.227961 + Penalty 2561.752349 = -217510.475612
  nChanged 52
		SP:Iteration 8Q (9888.650000 sec): 3 clusters
  Score: Raw -220098.359591 + Penalty 2561.752349 = -217536.607243
  nChanged 34
		SP:Iteration 9Q (9888.820000 sec): 3 clusters
  Score: Raw -220113.396101 + Penalty 2561.752349 = -217551.643753
  nChanged 20
		SP:Iteration 10Q (9889.000000 sec): 3 clusters
  Score: Raw -220121.772554 + Penalty 2561.752349 = -217560.020205
  nChanged 14
		SP:Iteration 11Q (9889.170000 sec): 3 clusters
  Score: Raw -220127.245776 + Penalty 2561.752349 = -217565.493427
  nChanged 12
		SP:Iteration 12Q (9889.340000 sec): 3 clusters
  Score: Raw -220132.611083 + Penalty 2561.752349 = -217570.858734
  nChanged 11
		SP:Iteration 13Q (9889.540000 sec): 3 clusters
  Score: Raw -220136.749742 + Penalty 2561.752349 = -217574.997393
  nChanged 12
		SP:Iteration 14Q (9889.720000 sec): 3 clusters
  Score: Raw -220140.862473 + Penalty 2561.752349 = -217579.110124
  nChanged 8
		SP:Iteration 15Q (9889.920000 sec): 3 clusters
  Score: Raw -220143.759701 + Penalty 2561.752349 = -217582.007353
  nChanged 7
		SP:Iteration 16Q (9890.120000 sec): 3 clusters
  Score: Raw -220147.175389 + Penalty 2561.752349 = -217585.423040
  nChanged 4
		SP:Iteration 17Q (9890.310000 sec): 3 clusters
  Score: Raw -220149.030114 + Penalty 2561.752349 = -217587.277765
  nChanged 5
		SP:Iteration 18Q (9890.490000 sec): 3 clusters
  Score: Raw -220151.904862 + Penalty 2561.752349 = -217590.152514
  nChanged 10
		SP:Iteration 19Q (9890.680000 sec): 3 clusters
  Score: Raw -220155.412949 + Penalty 2561.752349 = -217593.660600
  nChanged 8
		SP:Iteration 20F (9890.830000 sec): 3 clusters
  Score: Raw -220158.081939 + Penalty 2561.752349 = -217596.329590
  nChanged 2
		SP:Iteration 21Q (9891.000000 sec): 3 clusters
  Score: Raw -220159.271678 + Penalty 2561.752349 = -217597.519330
  nChanged 2
		SP:Iteration 22Q (9891.140000 sec): 3 clusters
  Score: Raw -220159.889001 + Penalty 2561.752349 = -217598.136653
  nChanged 1
		SP:Iteration 23Q (9891.330000 sec): 3 clusters
  Score: Raw -220159.977962 + Penalty 2561.752349 = -217598.225613
  nChanged 0
		SP:Iteration 24F (9891.530000 sec): 3 clusters
  Score: Raw -220159.977962 + Penalty 2561.752349 = -217598.225613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9891.600000 sec): 2 clusters
  Score: Raw -352502.746347 + Penalty 1366.307758 = -351136.438589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9891.800000 sec): 3 clusters
  Score: Raw -350274.604768 + Penalty 2732.615517 = -347541.989251
  nChanged 1811
		SP:Iteration 1F (9891.960000 sec): 3 clusters
  Score: Raw -351304.818333 + Penalty 2732.615517 = -348572.202817
  nChanged 373
		SP:Iteration 2F (9892.140000 sec): 3 clusters
  Score: Raw -351580.015691 + Penalty 2732.615517 = -348847.400174
  nChanged 324
		SP:Iteration 3F (9892.360000 sec): 3 clusters
  Score: Raw -351832.015137 + Penalty 2732.615517 = -349099.399620
  nChanged 278
		SP:Iteration 4F (9892.550000 sec): 3 clusters
  Score: Raw -352024.440668 + Penalty 2732.615517 = -349291.825151
  nChanged 232
		SP:Iteration 5F (9892.760000 sec): 3 clusters
  Score: Raw -352189.561268 + Penalty 2732.615517 = -349456.945751
  nChanged 205
		SP:Iteration 6Q (9892.950000 sec): 3 clusters
  Score: Raw -352306.593755 + Penalty 2732.615517 = -349573.978238
  nChanged 147
		SP:Iteration 7Q (9893.130000 sec): 3 clusters
  Score: Raw -352370.355663 + Penalty 2732.615517 = -349637.740146
  nChanged 98
		SP:Iteration 8Q (9893.340000 sec): 3 clusters
  Score: Raw -352409.739081 + Penalty 2732.615517 = -349677.123564
  nChanged 69
		SP:Iteration 9Q (9893.520000 sec): 3 clusters
  Score: Raw -352437.507060 + Penalty 2732.615517 = -349704.891543
  nChanged 63
		SP:Iteration 10Q (9893.720000 sec): 3 clusters
  Score: Raw -352460.599476 + Penalty 2732.615517 = -349727.983959
  nChanged 51
		SP:Iteration 11Q (9893.910000 sec): 3 clusters
  Score: Raw -352478.565444 + Penalty 2732.615517 = -349745.949927
  nChanged 41
		SP:Iteration 12Q (9894.080000 sec): 3 clusters
  Score: Raw -352491.612443 + Penalty 2732.615517 = -349758.996926
  nChanged 33
		SP:Iteration 13Q (9894.300000 sec): 3 clusters
  Score: Raw -352502.089045 + Penalty 2732.615517 = -349769.473529
  nChanged 32
		SP:Iteration 14Q (9894.480000 sec): 3 clusters
  Score: Raw -352510.211306 + Penalty 2732.615517 = -349777.595790
  nChanged 23
		SP:Iteration 15Q (9894.670000 sec): 3 clusters
  Score: Raw -352517.098690 + Penalty 2732.615517 = -349784.483173
  nChanged 18
		SP:Iteration 16Q (9894.830000 sec): 3 clusters
  Score: Raw -352522.660945 + Penalty 2732.615517 = -349790.045428
  nChanged 13
		SP:Iteration 17Q (9895.030000 sec): 3 clusters
  Score: Raw -352526.396764 + Penalty 2732.615517 = -349793.781247
  nChanged 11
		SP:Iteration 18Q (9895.210000 sec): 3 clusters
  Score: Raw -352528.771664 + Penalty 2732.615517 = -349796.156148
  nChanged 7
		SP:Iteration 19Q (9895.430000 sec): 3 clusters
  Score: Raw -352530.115594 + Penalty 2732.615517 = -349797.500077
  nChanged 4
		SP:Iteration 20F (9895.620000 sec): 3 clusters
  Score: Raw -352530.799295 + Penalty 2732.615517 = -349798.183778
  nChanged 1
		SP:Iteration 21Q (9895.800000 sec): 3 clusters
  Score: Raw -352531.425790 + Penalty 2732.615517 = -349798.810273
  nChanged 2
		SP:Iteration 22Q (9895.980000 sec): 3 clusters
  Score: Raw -352531.977506 + Penalty 2732.615517 = -349799.361989
  nChanged 1
		SP:Iteration 23Q (9896.160000 sec): 3 clusters
  Score: Raw -352532.441055 + Penalty 2732.615517 = -349799.825539
  nChanged 5
		SP:Iteration 24Q (9896.360000 sec): 3 clusters
  Score: Raw -352533.660792 + Penalty 2732.615517 = -349801.045275
  nChanged 6
		SP:Iteration 25Q (9896.550000 sec): 3 clusters
  Score: Raw -352534.825502 + Penalty 2732.615517 = -349802.209985
  nChanged 3
		SP:Iteration 26Q (9896.750000 sec): 3 clusters
  Score: Raw -352535.541674 + Penalty 2732.615517 = -349802.926157
  nChanged 3
		SP:Iteration 27Q (9896.950000 sec): 3 clusters
  Score: Raw -352536.536355 + Penalty 2732.615517 = -349803.920838
  nChanged 5
		SP:Iteration 28Q (9897.150000 sec): 3 clusters
  Score: Raw -352537.797820 + Penalty 2732.615517 = -349805.182303
  nChanged 5
		SP:Iteration 29Q (9897.330000 sec): 3 clusters
  Score: Raw -352538.831479 + Penalty 2732.615517 = -349806.215962
  nChanged 8
		SP:Iteration 30Q (9897.550000 sec): 3 clusters
  Score: Raw -352540.756739 + Penalty 2732.615517 = -349808.141222
  nChanged 5
		SP:Iteration 31Q (9897.730000 sec): 3 clusters
  Score: Raw -352541.667230 + Penalty 2732.615517 = -349809.051713
  nChanged 2
		SP:Iteration 32Q (9897.960000 sec): 3 clusters
  Score: Raw -352542.058130 + Penalty 2732.615517 = -349809.442614
  nChanged 1
		SP:Iteration 33Q (9898.200000 sec): 3 clusters
  Score: Raw -352542.641941 + Penalty 2732.615517 = -349810.026424
  nChanged 4
		SP:Iteration 34Q (9898.380000 sec): 3 clusters
  Score: Raw -352543.266100 + Penalty 2732.615517 = -349810.650584
  nChanged 5
		SP:Iteration 35Q (9898.580000 sec): 3 clusters
  Score: Raw -352544.961478 + Penalty 2732.615517 = -349812.345961
  nChanged 7
		SP:Iteration 36Q (9898.790000 sec): 3 clusters
  Score: Raw -352546.616363 + Penalty 2732.615517 = -349814.000846
  nChanged 7
		SP:Iteration 37Q (9899.010000 sec): 3 clusters
  Score: Raw -352547.968911 + Penalty 2732.615517 = -349815.353394
  nChanged 4
		SP:Iteration 38Q (9899.240000 sec): 3 clusters
  Score: Raw -352549.279233 + Penalty 2732.615517 = -349816.663717
  nChanged 2
		SP:Iteration 39Q (9899.450000 sec): 3 clusters
  Score: Raw -352549.757245 + Penalty 2732.615517 = -349817.141729
  nChanged 5
		SP:Iteration 40F (9899.680000 sec): 3 clusters
  Score: Raw -352550.616965 + Penalty 2732.615517 = -349818.001448
  nChanged 1
		SP:Iteration 41Q (9899.860000 sec): 3 clusters
  Score: Raw -352550.845640 + Penalty 2732.615517 = -349818.230124
  nChanged 1
		SP:Iteration 42Q (9900.090000 sec): 3 clusters
  Score: Raw -352551.141299 + Penalty 2732.615517 = -349818.525782
  nChanged 0
		SP:Iteration 43F (9900.270000 sec): 3 clusters
  Score: Raw -352551.141299 + Penalty 2732.615517 = -349818.525782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9900.380000 sec): 2 clusters
  Score: Raw -43932.745507 + Penalty 1067.768481 = -42864.977026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9900.540000 sec): 3 clusters
  Score: Raw -43752.114805 + Penalty 2135.536963 = -41616.577842
  nChanged 210
		SP:Iteration 1F (9900.740000 sec): 3 clusters
  Score: Raw -44097.065725 + Penalty 2135.536963 = -41961.528763
  nChanged 82
		SP:Iteration 2F (9900.930000 sec): 3 clusters
  Score: Raw -44277.771917 + Penalty 2135.536963 = -42142.234954
  nChanged 53
		SP:Iteration 3F (9901.090000 sec): 3 clusters
  Score: Raw -44381.226851 + Penalty 2135.536963 = -42245.689889
  nChanged 32
		SP:Iteration 4Q (9901.240000 sec): 3 clusters
  Score: Raw -44450.808055 + Penalty 2135.536963 = -42315.271092
  nChanged 19
		SP:Iteration 5Q (9901.440000 sec): 3 clusters
  Score: Raw -44508.465272 + Penalty 2135.536963 = -42372.928309
  nChanged 19
		SP:Iteration 6Q (9901.670000 sec): 3 clusters
  Score: Raw -44551.455913 + Penalty 2135.536963 = -42415.918950
  nChanged 12
		SP:Iteration 7Q (9901.820000 sec): 3 clusters
  Score: Raw -44584.830349 + Penalty 2135.536963 = -42449.293386
  nChanged 9
		SP:Iteration 8Q (9902.020000 sec): 3 clusters
  Score: Raw -44601.794325 + Penalty 2135.536963 = -42466.257362
  nChanged 11
		SP:Iteration 9Q (9902.240000 sec): 3 clusters
  Score: Raw -44629.350437 + Penalty 2135.536963 = -42493.813474
  nChanged 10
		SP:Iteration 10Q (9902.410000 sec): 3 clusters
  Score: Raw -44657.666886 + Penalty 2135.536963 = -42522.129923
  nChanged 8
		SP:Iteration 11Q (9902.580000 sec): 3 clusters
  Score: Raw -44677.947236 + Penalty 2135.536963 = -42542.410273
  nChanged 5
		SP:Iteration 12Q (9902.790000 sec): 3 clusters
  Score: Raw -44692.484585 + Penalty 2135.536963 = -42556.947622
  nChanged 6
		SP:Iteration 13Q (9902.990000 sec): 3 clusters
  Score: Raw -44707.890956 + Penalty 2135.536963 = -42572.353993
  nChanged 7
		SP:Iteration 14Q (9903.190000 sec): 3 clusters
  Score: Raw -44722.341471 + Penalty 2135.536963 = -42586.804508
  nChanged 6
		SP:Iteration 15Q (9903.360000 sec): 3 clusters
  Score: Raw -44737.386919 + Penalty 2135.536963 = -42601.849957
  nChanged 5
		SP:Iteration 16Q (9903.520000 sec): 3 clusters
  Score: Raw -44747.761356 + Penalty 2135.536963 = -42612.224393
  nChanged 4
		SP:Iteration 17Q (9903.710000 sec): 3 clusters
  Score: Raw -44755.775272 + Penalty 2135.536963 = -42620.238309
  nChanged 3
		SP:Iteration 18Q (9903.940000 sec): 3 clusters
  Score: Raw -44766.930104 + Penalty 2135.536963 = -42631.393141
  nChanged 4
		SP:Iteration 19Q (9904.060000 sec): 3 clusters
  Score: Raw -44771.840371 + Penalty 2135.536963 = -42636.303409
  nChanged 2
		SP:Iteration 20F (9904.260000 sec): 3 clusters
  Score: Raw -44774.916073 + Penalty 2135.536963 = -42639.379110
  nChanged 3
		SP:Iteration 21Q (9904.390000 sec): 3 clusters
  Score: Raw -44779.034292 + Penalty 2135.536963 = -42643.497329
  nChanged 4
		SP:Iteration 22Q (9904.630000 sec): 3 clusters
  Score: Raw -44788.060977 + Penalty 2135.536963 = -42652.524015
  nChanged 4
		SP:Iteration 23Q (9904.770000 sec): 3 clusters
  Score: Raw -44804.508934 + Penalty 2135.536963 = -42668.971972
  nChanged 2
		SP:Iteration 24Q (9904.980000 sec): 3 clusters
  Score: Raw -44809.322368 + Penalty 2135.536963 = -42673.785405
  nChanged 3
		SP:Iteration 25Q (9905.190000 sec): 3 clusters
  Score: Raw -44814.108867 + Penalty 2135.536963 = -42678.571904
  nChanged 1
		SP:Iteration 26Q (9905.380000 sec): 3 clusters
  Score: Raw -44815.741029 + Penalty 2135.536963 = -42680.204066
  nChanged 2
		SP:Iteration 27Q (9905.540000 sec): 3 clusters
  Score: Raw -44818.160414 + Penalty 2135.536963 = -42682.623451
  nChanged 0
		SP:Iteration 28F (9905.700000 sec): 3 clusters
  Score: Raw -44818.160414 + Penalty 2135.536963 = -42682.623451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9905.800000 sec): 2 clusters
  Score: Raw -156620.521063 + Penalty 1216.756736 = -155403.764327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9905.980000 sec): 3 clusters
  Score: Raw -155857.350420 + Penalty 2433.513472 = -153423.836947
  nChanged 591
		SP:Iteration 1F (9906.170000 sec): 3 clusters
  Score: Raw -156262.051295 + Penalty 2433.513472 = -153828.537823
  nChanged 136
		SP:Iteration 2F (9906.340000 sec): 3 clusters
  Score: Raw -156360.111573 + Penalty 2433.513472 = -153926.598101
  nChanged 75
		SP:Iteration 3Q (9906.540000 sec): 3 clusters
  Score: Raw -156411.164083 + Penalty 2433.513472 = -153977.650611
  nChanged 50
		SP:Iteration 4Q (9906.680000 sec): 3 clusters
  Score: Raw -156438.056803 + Penalty 2433.513472 = -154004.543331
  nChanged 31
		SP:Iteration 5Q (9906.880000 sec): 3 clusters
  Score: Raw -156456.972014 + Penalty 2433.513472 = -154023.458541
  nChanged 29
		SP:Iteration 6Q (9907.060000 sec): 3 clusters
  Score: Raw -156472.047952 + Penalty 2433.513472 = -154038.534479
  nChanged 22
		SP:Iteration 7Q (9907.200000 sec): 3 clusters
  Score: Raw -156480.929297 + Penalty 2433.513472 = -154047.415825
  nChanged 9
		SP:Iteration 8Q (9907.440000 sec): 3 clusters
  Score: Raw -156485.179174 + Penalty 2433.513472 = -154051.665701
  nChanged 10
		SP:Iteration 9Q (9907.630000 sec): 3 clusters
  Score: Raw -156489.068716 + Penalty 2433.513472 = -154055.555243
  nChanged 7
		SP:Iteration 10Q (9907.820000 sec): 3 clusters
  Score: Raw -156492.475843 + Penalty 2433.513472 = -154058.962370
  nChanged 7
		SP:Iteration 11Q (9908.020000 sec): 3 clusters
  Score: Raw -156495.980412 + Penalty 2433.513472 = -154062.466939
  nChanged 8
		SP:Iteration 12Q (9908.200000 sec): 3 clusters
  Score: Raw -156498.734609 + Penalty 2433.513472 = -154065.221137
  nChanged 6
		SP:Iteration 13Q (9908.370000 sec): 3 clusters
  Score: Raw -156500.796696 + Penalty 2433.513472 = -154067.283224
  nChanged 4
		SP:Iteration 14Q (9908.540000 sec): 3 clusters
  Score: Raw -156502.841751 + Penalty 2433.513472 = -154069.328278
  nChanged 5
		SP:Iteration 15Q (9908.700000 sec): 3 clusters
  Score: Raw -156505.245986 + Penalty 2433.513472 = -154071.732514
  nChanged 3
		SP:Iteration 16Q (9908.880000 sec): 3 clusters
  Score: Raw -156506.883978 + Penalty 2433.513472 = -154073.370506
  nChanged 2
		SP:Iteration 17Q (9909.060000 sec): 3 clusters
  Score: Raw -156508.424276 + Penalty 2433.513472 = -154074.910803
  nChanged 3
		SP:Iteration 18Q (9909.240000 sec): 3 clusters
  Score: Raw -156510.386859 + Penalty 2433.513472 = -154076.873387
  nChanged 4
		SP:Iteration 19Q (9909.460000 sec): 3 clusters
  Score: Raw -156512.506978 + Penalty 2433.513472 = -154078.993505
  nChanged 3
		SP:Iteration 20F (9909.630000 sec): 3 clusters
  Score: Raw -156513.435570 + Penalty 2433.513472 = -154079.922098
  nChanged 1
		SP:Iteration 21Q (9909.840000 sec): 3 clusters
  Score: Raw -156513.774158 + Penalty 2433.513472 = -154080.260685
  nChanged 1
		SP:Iteration 22Q (9910.000000 sec): 3 clusters
  Score: Raw -156514.432127 + Penalty 2433.513472 = -154080.918654
  nChanged 3
		SP:Iteration 23Q (9910.210000 sec): 3 clusters
  Score: Raw -156516.047773 + Penalty 2433.513472 = -154082.534301
  nChanged 3
		SP:Iteration 24Q (9910.390000 sec): 3 clusters
  Score: Raw -156516.888306 + Penalty 2433.513472 = -154083.374833
  nChanged 0
		SP:Iteration 25F (9910.600000 sec): 3 clusters
  Score: Raw -156516.888306 + Penalty 2433.513472 = -154083.374833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9910.710000 sec): 2 clusters
  Score: Raw -81933.930134 + Penalty 1122.997003 = -80810.933131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9910.900000 sec): 3 clusters
  Score: Raw -81618.305639 + Penalty 2245.994006 = -79372.311633
  nChanged 291
		SP:Iteration 1F (9911.080000 sec): 3 clusters
  Score: Raw -81863.115320 + Penalty 2245.994006 = -79617.121313
  nChanged 77
		SP:Iteration 2F (9911.280000 sec): 3 clusters
  Score: Raw -81938.666030 + Penalty 2245.994006 = -79692.672024
  nChanged 37
		SP:Iteration 3Q (9911.450000 sec): 3 clusters
  Score: Raw -81988.307205 + Penalty 2245.994006 = -79742.313199
  nChanged 37
		SP:Iteration 4Q (9911.620000 sec): 3 clusters
  Score: Raw -82035.807215 + Penalty 2245.994006 = -79789.813209
  nChanged 27
		SP:Iteration 5Q (9911.780000 sec): 3 clusters
  Score: Raw -82075.809453 + Penalty 2245.994006 = -79829.815447
  nChanged 26
		SP:Iteration 6Q (9911.960000 sec): 3 clusters
  Score: Raw -82114.274098 + Penalty 2245.994006 = -79868.280092
  nChanged 22
		SP:Iteration 7Q (9912.140000 sec): 3 clusters
  Score: Raw -82134.311140 + Penalty 2245.994006 = -79888.317134
  nChanged 19
		SP:Iteration 8Q (9912.320000 sec): 3 clusters
  Score: Raw -82153.543628 + Penalty 2245.994006 = -79907.549622
  nChanged 17
		SP:Iteration 9Q (9912.500000 sec): 3 clusters
  Score: Raw -82172.659282 + Penalty 2245.994006 = -79926.665276
  nChanged 11
		SP:Iteration 10Q (9912.680000 sec): 3 clusters
  Score: Raw -82187.281655 + Penalty 2245.994006 = -79941.287649
  nChanged 14
		SP:Iteration 11Q (9912.820000 sec): 3 clusters
  Score: Raw -82214.745107 + Penalty 2245.994006 = -79968.751101
  nChanged 12
		SP:Iteration 12Q (9912.990000 sec): 3 clusters
  Score: Raw -82242.813472 + Penalty 2245.994006 = -79996.819466
  nChanged 9
		SP:Iteration 13Q (9913.190000 sec): 3 clusters
  Score: Raw -82258.903138 + Penalty 2245.994006 = -80012.909132
  nChanged 8
		SP:Iteration 14Q (9913.360000 sec): 3 clusters
  Score: Raw -82267.336564 + Penalty 2245.994006 = -80021.342558
  nChanged 9
		SP:Iteration 15Q (9913.540000 sec): 3 clusters
  Score: Raw -82276.129247 + Penalty 2245.994006 = -80030.135241
  nChanged 5
		SP:Iteration 16Q (9913.720000 sec): 3 clusters
  Score: Raw -82278.800126 + Penalty 2245.994006 = -80032.806120
  nChanged 3
		SP:Iteration 17Q (9913.870000 sec): 3 clusters
  Score: Raw -82281.221491 + Penalty 2245.994006 = -80035.227485
  nChanged 4
		SP:Iteration 18Q (9914.040000 sec): 3 clusters
  Score: Raw -82284.977336 + Penalty 2245.994006 = -80038.983330
  nChanged 5
		SP:Iteration 19Q (9914.210000 sec): 3 clusters
  Score: Raw -82288.255137 + Penalty 2245.994006 = -80042.261131
  nChanged 4
		SP:Iteration 20F (9914.430000 sec): 3 clusters
  Score: Raw -82304.389216 + Penalty 2245.994006 = -80058.395210
  nChanged 7
		SP:Iteration 21Q (9914.580000 sec): 3 clusters
  Score: Raw -82323.428254 + Penalty 2245.994006 = -80077.434248
  nChanged 15
		SP:Iteration 22Q (9914.730000 sec): 3 clusters
  Score: Raw -82341.009423 + Penalty 2245.994006 = -80095.015417
  nChanged 23
		SP:Iteration 23Q (9914.920000 sec): 3 clusters
  Score: Raw -82361.828968 + Penalty 2245.994006 = -80115.834962
  nChanged 15
		SP:Iteration 24Q (9915.100000 sec): 3 clusters
  Score: Raw -82374.450328 + Penalty 2245.994006 = -80128.456322
  nChanged 16
		SP:Iteration 25Q (9915.290000 sec): 3 clusters
  Score: Raw -82385.957842 + Penalty 2245.994006 = -80139.963836
  nChanged 12
		SP:Iteration 26Q (9915.490000 sec): 3 clusters
  Score: Raw -82396.742596 + Penalty 2245.994006 = -80150.748590
  nChanged 6
		SP:Iteration 27Q (9915.660000 sec): 3 clusters
  Score: Raw -82399.617555 + Penalty 2245.994006 = -80153.623549
  nChanged 4
		SP:Iteration 28Q (9915.870000 sec): 3 clusters
  Score: Raw -82401.977088 + Penalty 2245.994006 = -80155.983082
  nChanged 0
		SP:Iteration 29F (9916.070000 sec): 3 clusters
  Score: Raw -82401.977088 + Penalty 2245.994006 = -80155.983082
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9916.180000 sec): 2 clusters
  Score: Raw -59426.627094 + Penalty 1101.921864 = -58324.705230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9916.330000 sec): 3 clusters
  Score: Raw -59216.156085 + Penalty 2203.843728 = -57012.312357
  nChanged 263
		SP:Iteration 1F (9916.500000 sec): 3 clusters
  Score: Raw -59561.585474 + Penalty 2203.843728 = -57357.741746
  nChanged 77
		SP:Iteration 2F (9916.690000 sec): 3 clusters
  Score: Raw -59690.762879 + Penalty 2203.843728 = -57486.919151
  nChanged 36
		SP:Iteration 3Q (9916.900000 sec): 3 clusters
  Score: Raw -59763.815162 + Penalty 2203.843728 = -57559.971434
  nChanged 22
		SP:Iteration 4Q (9917.060000 sec): 3 clusters
  Score: Raw -59796.860395 + Penalty 2203.843728 = -57593.016666
  nChanged 23
		SP:Iteration 5Q (9917.220000 sec): 3 clusters
  Score: Raw -59827.270881 + Penalty 2203.843728 = -57623.427153
  nChanged 17
		SP:Iteration 6Q (9917.420000 sec): 3 clusters
  Score: Raw -59852.924377 + Penalty 2203.843728 = -57649.080649
  nChanged 14
		SP:Iteration 7Q (9917.590000 sec): 3 clusters
  Score: Raw -59869.106767 + Penalty 2203.843728 = -57665.263038
  nChanged 11
		SP:Iteration 8Q (9917.790000 sec): 3 clusters
  Score: Raw -59882.947130 + Penalty 2203.843728 = -57679.103402
  nChanged 7
		SP:Iteration 9Q (9917.960000 sec): 3 clusters
  Score: Raw -59891.816505 + Penalty 2203.843728 = -57687.972776
  nChanged 4
		SP:Iteration 10Q (9918.170000 sec): 3 clusters
  Score: Raw -59899.013070 + Penalty 2203.843728 = -57695.169342
  nChanged 6
		SP:Iteration 11Q (9918.310000 sec): 3 clusters
  Score: Raw -59906.905525 + Penalty 2203.843728 = -57703.061796
  nChanged 8
		SP:Iteration 12Q (9918.520000 sec): 3 clusters
  Score: Raw -59914.326881 + Penalty 2203.843728 = -57710.483152
  nChanged 7
		SP:Iteration 13Q (9918.700000 sec): 3 clusters
  Score: Raw -59921.066844 + Penalty 2203.843728 = -57717.223116
  nChanged 7
		SP:Iteration 14Q (9918.840000 sec): 3 clusters
  Score: Raw -59930.141184 + Penalty 2203.843728 = -57726.297455
  nChanged 8
		SP:Iteration 15Q (9919.040000 sec): 3 clusters
  Score: Raw -59940.728691 + Penalty 2203.843728 = -57736.884963
  nChanged 7
		SP:Iteration 16Q (9919.260000 sec): 3 clusters
  Score: Raw -59947.391449 + Penalty 2203.843728 = -57743.547721
  nChanged 3
		SP:Iteration 17Q (9919.390000 sec): 3 clusters
  Score: Raw -59951.870753 + Penalty 2203.843728 = -57748.027024
  nChanged 6
		SP:Iteration 18Q (9919.590000 sec): 3 clusters
  Score: Raw -59963.993116 + Penalty 2203.843728 = -57760.149388
  nChanged 5
		SP:Iteration 19Q (9919.760000 sec): 3 clusters
  Score: Raw -59968.014685 + Penalty 2203.843728 = -57764.170957
  nChanged 2
		SP:Iteration 20F (9919.940000 sec): 3 clusters
  Score: Raw -59969.993259 + Penalty 2203.843728 = -57766.149531
  nChanged 2
		SP:Iteration 21Q (9920.150000 sec): 3 clusters
  Score: Raw -59970.879010 + Penalty 2203.843728 = -57767.035281
  nChanged 0
		SP:Iteration 22F (9920.320000 sec): 3 clusters
  Score: Raw -59970.879010 + Penalty 2203.843728 = -57767.035281
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9920.420000 sec): 2 clusters
  Score: Raw -176567.610439 + Penalty 1259.264901 = -175308.345538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9920.600000 sec): 3 clusters
  Score: Raw -175573.440895 + Penalty 2518.529801 = -173054.911094
  nChanged 848
		SP:Iteration 1F (9920.760000 sec): 3 clusters
  Score: Raw -176087.683042 + Penalty 2518.529801 = -173569.153241
  nChanged 166
		SP:Iteration 2F (9920.890000 sec): 3 clusters
  Score: Raw -176202.016584 + Penalty 2518.529801 = -173683.486783
  nChanged 105
		SP:Iteration 3Q (9921.080000 sec): 3 clusters
  Score: Raw -176273.243847 + Penalty 2518.529801 = -173754.714046
  nChanged 90
		SP:Iteration 4Q (9921.260000 sec): 3 clusters
  Score: Raw -176329.055095 + Penalty 2518.529801 = -173810.525294
  nChanged 73
		SP:Iteration 5Q (9921.440000 sec): 3 clusters
  Score: Raw -176377.762917 + Penalty 2518.529801 = -173859.233116
  nChanged 63
		SP:Iteration 6Q (9921.610000 sec): 3 clusters
  Score: Raw -176415.049642 + Penalty 2518.529801 = -173896.519840
  nChanged 55
		SP:Iteration 7Q (9921.790000 sec): 3 clusters
  Score: Raw -176444.194117 + Penalty 2518.529801 = -173925.664316
  nChanged 36
		SP:Iteration 8Q (9922.010000 sec): 3 clusters
  Score: Raw -176461.828274 + Penalty 2518.529801 = -173943.298473
  nChanged 29
		SP:Iteration 9Q (9922.170000 sec): 3 clusters
  Score: Raw -176476.199758 + Penalty 2518.529801 = -173957.669957
  nChanged 25
		SP:Iteration 10Q (9922.390000 sec): 3 clusters
  Score: Raw -176491.859471 + Penalty 2518.529801 = -173973.329670
  nChanged 33
		SP:Iteration 11Q (9922.550000 sec): 3 clusters
  Score: Raw -176513.781675 + Penalty 2518.529801 = -173995.251874
  nChanged 32
		SP:Iteration 12Q (9922.750000 sec): 3 clusters
  Score: Raw -176535.264188 + Penalty 2518.529801 = -174016.734387
  nChanged 26
		SP:Iteration 13Q (9922.920000 sec): 3 clusters
  Score: Raw -176554.969357 + Penalty 2518.529801 = -174036.439556
  nChanged 30
		SP:Iteration 14Q (9923.110000 sec): 3 clusters
  Score: Raw -176572.110521 + Penalty 2518.529801 = -174053.580720
  nChanged 28
		SP:Iteration 15Q (9923.290000 sec): 3 clusters
  Score: Raw -176587.436730 + Penalty 2518.529801 = -174068.906929
  nChanged 27
		SP:Iteration 16Q (9923.460000 sec): 3 clusters
  Score: Raw -176603.242707 + Penalty 2518.529801 = -174084.712906
  nChanged 31
		SP:Iteration 17Q (9923.670000 sec): 3 clusters
  Score: Raw -176621.153580 + Penalty 2518.529801 = -174102.623779
  nChanged 37
		SP:Iteration 18Q (9923.860000 sec): 3 clusters
  Score: Raw -176651.032999 + Penalty 2518.529801 = -174132.503198
  nChanged 49
		SP:Iteration 19Q (9924.050000 sec): 3 clusters
  Score: Raw -176686.104734 + Penalty 2518.529801 = -174167.574933
  nChanged 48
		SP:Iteration 20F (9924.220000 sec): 3 clusters
  Score: Raw -176721.216074 + Penalty 2518.529801 = -174202.686273
  nChanged 42
		SP:Iteration 21Q (9924.370000 sec): 3 clusters
  Score: Raw -176752.670874 + Penalty 2518.529801 = -174234.141073
  nChanged 42
		SP:Iteration 22Q (9924.590000 sec): 3 clusters
  Score: Raw -176790.754834 + Penalty 2518.529801 = -174272.225033
  nChanged 44
		SP:Iteration 23Q (9924.750000 sec): 3 clusters
  Score: Raw -176820.163050 + Penalty 2518.529801 = -174301.633249
  nChanged 33
		SP:Iteration 24Q (9924.920000 sec): 3 clusters
  Score: Raw -176843.635115 + Penalty 2518.529801 = -174325.105314
  nChanged 26
		SP:Iteration 25Q (9925.110000 sec): 3 clusters
  Score: Raw -176858.458919 + Penalty 2518.529801 = -174339.929118
  nChanged 21
		SP:Iteration 26Q (9925.350000 sec): 3 clusters
  Score: Raw -176873.220034 + Penalty 2518.529801 = -174354.690233
  nChanged 24
		SP:Iteration 27Q (9925.490000 sec): 3 clusters
  Score: Raw -176894.471909 + Penalty 2518.529801 = -174375.942108
  nChanged 31
		SP:Iteration 28Q (9925.690000 sec): 3 clusters
  Score: Raw -176921.217424 + Penalty 2518.529801 = -174402.687623
  nChanged 29
		SP:Iteration 29Q (9925.860000 sec): 3 clusters
  Score: Raw -176943.214666 + Penalty 2518.529801 = -174424.684865
  nChanged 30
		SP:Iteration 30Q (9926.040000 sec): 3 clusters
  Score: Raw -176972.061925 + Penalty 2518.529801 = -174453.532124
  nChanged 34
		SP:Iteration 31Q (9926.210000 sec): 3 clusters
  Score: Raw -176995.593943 + Penalty 2518.529801 = -174477.064142
  nChanged 21
		SP:Iteration 32Q (9926.420000 sec): 3 clusters
  Score: Raw -177009.140289 + Penalty 2518.529801 = -174490.610488
  nChanged 23
		SP:Iteration 33Q (9926.640000 sec): 3 clusters
  Score: Raw -177022.324255 + Penalty 2518.529801 = -174503.794454
  nChanged 24
		SP:Iteration 34Q (9926.810000 sec): 3 clusters
  Score: Raw -177041.486388 + Penalty 2518.529801 = -174522.956587
  nChanged 23
		SP:Iteration 35Q (9926.970000 sec): 3 clusters
  Score: Raw -177061.248519 + Penalty 2518.529801 = -174542.718718
  nChanged 26
		SP:Iteration 36Q (9927.150000 sec): 3 clusters
  Score: Raw -177083.153481 + Penalty 2518.529801 = -174564.623680
  nChanged 25
		SP:Iteration 37Q (9927.390000 sec): 3 clusters
  Score: Raw -177103.214596 + Penalty 2518.529801 = -174584.684795
  nChanged 22
		SP:Iteration 38Q (9927.590000 sec): 3 clusters
  Score: Raw -177116.011046 + Penalty 2518.529801 = -174597.481245
  nChanged 13
		SP:Iteration 39Q (9927.750000 sec): 3 clusters
  Score: Raw -177124.342158 + Penalty 2518.529801 = -174605.812357
  nChanged 8
		SP:Iteration 40F (9927.940000 sec): 3 clusters
  Score: Raw -177131.029879 + Penalty 2518.529801 = -174612.500078
  nChanged 10
		SP:Iteration 41Q (9928.090000 sec): 3 clusters
  Score: Raw -177139.045918 + Penalty 2518.529801 = -174620.516117
  nChanged 6
		SP:Iteration 42Q (9928.280000 sec): 3 clusters
  Score: Raw -177142.775203 + Penalty 2518.529801 = -174624.245402
  nChanged 6
		SP:Iteration 43Q (9928.480000 sec): 3 clusters
  Score: Raw -177144.938969 + Penalty 2518.529801 = -174626.409168
  nChanged 5
		SP:Iteration 44Q (9928.640000 sec): 3 clusters
  Score: Raw -177147.176519 + Penalty 2518.529801 = -174628.646717
  nChanged 3
		SP:Iteration 45Q (9928.820000 sec): 3 clusters
  Score: Raw -177149.567862 + Penalty 2518.529801 = -174631.038061
  nChanged 1
		SP:Iteration 46Q (9929.000000 sec): 3 clusters
  Score: Raw -177149.883790 + Penalty 2518.529801 = -174631.353989
  nChanged 0
		SP:Iteration 47F (9929.180000 sec): 3 clusters
  Score: Raw -177149.883790 + Penalty 2518.529801 = -174631.353989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9929.260000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9929.420000 sec): 3 clusters
  Score: Raw -60731.698560 + Penalty 2151.090170 = -58580.608391
  nChanged 196
		SP:Iteration 1F (9929.600000 sec): 3 clusters
  Score: Raw -60939.259951 + Penalty 2151.090170 = -58788.169781
  nChanged 50
		SP:Iteration 2F (9929.810000 sec): 3 clusters
  Score: Raw -61013.074084 + Penalty 2151.090170 = -58861.983914
  nChanged 34
		SP:Iteration 3Q (9929.990000 sec): 3 clusters
  Score: Raw -61060.653521 + Penalty 2151.090170 = -58909.563351
  nChanged 17
		SP:Iteration 4Q (9930.170000 sec): 3 clusters
  Score: Raw -61087.000862 + Penalty 2151.090170 = -58935.910692
  nChanged 18
		SP:Iteration 5Q (9930.350000 sec): 3 clusters
  Score: Raw -61113.282928 + Penalty 2151.090170 = -58962.192758
  nChanged 9
		SP:Iteration 6Q (9930.520000 sec): 3 clusters
  Score: Raw -61123.892266 + Penalty 2151.090170 = -58972.802096
  nChanged 11
		SP:Iteration 7Q (9930.700000 sec): 3 clusters
  Score: Raw -61135.041647 + Penalty 2151.090170 = -58983.951477
  nChanged 9
		SP:Iteration 8Q (9930.910000 sec): 3 clusters
  Score: Raw -61143.906477 + Penalty 2151.090170 = -58992.816308
  nChanged 5
		SP:Iteration 9Q (9931.050000 sec): 3 clusters
  Score: Raw -61148.995980 + Penalty 2151.090170 = -58997.905810
  nChanged 1
		SP:Iteration 10Q (9931.260000 sec): 3 clusters
  Score: Raw -61149.855085 + Penalty 2151.090170 = -58998.764916
  nChanged 3
		SP:Iteration 11Q (9931.430000 sec): 3 clusters
  Score: Raw -61153.847973 + Penalty 2151.090170 = -59002.757804
  nChanged 2
		SP:Iteration 12Q (9931.630000 sec): 3 clusters
  Score: Raw -61155.013153 + Penalty 2151.090170 = -59003.922983
  nChanged 0
		SP:Iteration 13F (9931.810000 sec): 3 clusters
  Score: Raw -61155.013153 + Penalty 2151.090170 = -59003.922983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9931.870000 sec): 2 clusters
  Score: Raw -23015.677040 + Penalty 963.125479 = -22052.551561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9932.050000 sec): 3 clusters
  Score: Raw -23040.873820 + Penalty 1926.250958 = -21114.622862
  nChanged 84
		SP:Iteration 1F (9932.220000 sec): 3 clusters
  Score: Raw -23218.666500 + Penalty 1926.250958 = -21292.415541
  nChanged 23
		SP:Iteration 2F (9932.410000 sec): 3 clusters
  Score: Raw -23275.403941 + Penalty 1926.250958 = -21349.152982
  nChanged 9
		SP:Iteration 3Q (9932.600000 sec): 3 clusters
  Score: Raw -23302.851167 + Penalty 1926.250958 = -21376.600208
  nChanged 10
		SP:Iteration 4Q (9932.760000 sec): 3 clusters
  Score: Raw -23327.373350 + Penalty 1926.250958 = -21401.122392
  nChanged 4
		SP:Iteration 5Q (9932.920000 sec): 3 clusters
  Score: Raw -23337.708534 + Penalty 1926.250958 = -21411.457575
  nChanged 1
		SP:Iteration 6Q (9933.110000 sec): 3 clusters
  Score: Raw -23339.021989 + Penalty 1926.250958 = -21412.771031
  nChanged 1
		SP:Iteration 7Q (9933.280000 sec): 3 clusters
  Score: Raw -23340.245577 + Penalty 1926.250958 = -21413.994618
  nChanged 0
		SP:Iteration 8F (9933.480000 sec): 3 clusters
  Score: Raw -23340.245577 + Penalty 1926.250958 = -21413.994618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.580000 sec): 2 clusters
  Score: Raw -48890.403666 + Penalty 1038.141228 = -47852.262438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.740000 sec): 3 clusters
  Score: Raw -48765.867114 + Penalty 2076.282457 = -46689.584657
  nChanged 155
		SP:Iteration 1F (9933.960000 sec): 3 clusters
  Score: Raw -48941.318338 + Penalty 2076.282457 = -46865.035882
  nChanged 31
		SP:Iteration 2F (9934.180000 sec): 3 clusters
  Score: Raw -48987.974245 + Penalty 2076.282457 = -46911.691789
  nChanged 12
		SP:Iteration 3Q (9934.310000 sec): 3 clusters
  Score: Raw -49001.048380 + Penalty 2076.282457 = -46924.765923
  nChanged 6
		SP:Iteration 4Q (9934.520000 sec): 3 clusters
  Score: Raw -49010.719235 + Penalty 2076.282457 = -46934.436779
  nChanged 1
		SP:Iteration 5Q (9934.700000 sec): 3 clusters
  Score: Raw -49012.090198 + Penalty 2076.282457 = -46935.807742
  nChanged 0
		SP:Iteration 6F (9934.860000 sec): 3 clusters
  Score: Raw -49012.090198 + Penalty 2076.282457 = -46935.807742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9934.950000 sec): 2 clusters
  Score: Raw -154241.300596 + Penalty 1245.151020 = -152996.149576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9935.130000 sec): 3 clusters
  Score: Raw -153400.414294 + Penalty 2490.302040 = -150910.112254
  nChanged 762
		SP:Iteration 1F (9935.330000 sec): 3 clusters
  Score: Raw -154037.586399 + Penalty 2490.302040 = -151547.284359
  nChanged 192
		SP:Iteration 2F (9935.540000 sec): 3 clusters
  Score: Raw -154264.640301 + Penalty 2490.302040 = -151774.338261
  nChanged 141
		SP:Iteration 3F (9935.740000 sec): 3 clusters
  Score: Raw -154414.798248 + Penalty 2490.302040 = -151924.496208
  nChanged 95
		SP:Iteration 4Q (9935.920000 sec): 3 clusters
  Score: Raw -154504.303467 + Penalty 2490.302040 = -152014.001427
  nChanged 63
		SP:Iteration 5Q (9936.130000 sec): 3 clusters
  Score: Raw -154559.849072 + Penalty 2490.302040 = -152069.547032
  nChanged 41
		SP:Iteration 6Q (9936.330000 sec): 3 clusters
  Score: Raw -154602.128555 + Penalty 2490.302040 = -152111.826515
  nChanged 41
		SP:Iteration 7Q (9936.530000 sec): 3 clusters
  Score: Raw -154640.579497 + Penalty 2490.302040 = -152150.277457
  nChanged 34
		SP:Iteration 8Q (9936.720000 sec): 3 clusters
  Score: Raw -154672.898478 + Penalty 2490.302040 = -152182.596438
  nChanged 37
		SP:Iteration 9Q (9936.970000 sec): 3 clusters
  Score: Raw -154711.176070 + Penalty 2490.302040 = -152220.874030
  nChanged 45
		SP:Iteration 10Q (9937.180000 sec): 3 clusters
  Score: Raw -154751.652811 + Penalty 2490.302040 = -152261.350771
  nChanged 34
		SP:Iteration 11Q (9937.320000 sec): 3 clusters
  Score: Raw -154779.421605 + Penalty 2490.302040 = -152289.119565
  nChanged 17
		SP:Iteration 12Q (9937.540000 sec): 3 clusters
  Score: Raw -154790.689280 + Penalty 2490.302040 = -152300.387240
  nChanged 9
		SP:Iteration 13Q (9937.760000 sec): 3 clusters
  Score: Raw -154796.942370 + Penalty 2490.302040 = -152306.640330
  nChanged 8
		SP:Iteration 14Q (9937.940000 sec): 3 clusters
  Score: Raw -154803.321497 + Penalty 2490.302040 = -152313.019457
  nChanged 7
		SP:Iteration 15Q (9938.160000 sec): 3 clusters
  Score: Raw -154811.255974 + Penalty 2490.302040 = -152320.953934
  nChanged 8
		SP:Iteration 16Q (9938.370000 sec): 3 clusters
  Score: Raw -154818.820820 + Penalty 2490.302040 = -152328.518780
  nChanged 9
		SP:Iteration 17Q (9938.550000 sec): 3 clusters
  Score: Raw -154824.617304 + Penalty 2490.302040 = -152334.315264
  nChanged 6
		SP:Iteration 18Q (9938.700000 sec): 3 clusters
  Score: Raw -154829.997080 + Penalty 2490.302040 = -152339.695040
  nChanged 3
		SP:Iteration 19Q (9938.910000 sec): 3 clusters
  Score: Raw -154831.541627 + Penalty 2490.302040 = -152341.239587
  nChanged 3
		SP:Iteration 20F (9939.080000 sec): 3 clusters
  Score: Raw -154833.288454 + Penalty 2490.302040 = -152342.986414
  nChanged 5
		SP:Iteration 21Q (9939.280000 sec): 3 clusters
  Score: Raw -154835.560952 + Penalty 2490.302040 = -152345.258912
  nChanged 0
		SP:Iteration 22F (9939.460000 sec): 3 clusters
  Score: Raw -154835.560952 + Penalty 2490.302040 = -152345.258912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9939.560000 sec): 2 clusters
  Score: Raw -98180.849044 + Penalty 1160.580943 = -97020.268101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9939.780000 sec): 3 clusters
  Score: Raw -97721.644607 + Penalty 2321.161887 = -95400.482720
  nChanged 393
		SP:Iteration 1F (9939.940000 sec): 3 clusters
  Score: Raw -98012.547174 + Penalty 2321.161887 = -95691.385287
  nChanged 105
		SP:Iteration 2F (9940.170000 sec): 3 clusters
  Score: Raw -98127.412390 + Penalty 2321.161887 = -95806.250503
  nChanged 72
		SP:Iteration 3F (9940.370000 sec): 3 clusters
  Score: Raw -98192.218183 + Penalty 2321.161887 = -95871.056297
  nChanged 47
		SP:Iteration 4Q (9940.530000 sec): 3 clusters
  Score: Raw -98235.144664 + Penalty 2321.161887 = -95913.982777
  nChanged 43
		SP:Iteration 5Q (9940.740000 sec): 3 clusters
  Score: Raw -98276.165193 + Penalty 2321.161887 = -95955.003306
  nChanged 29
		SP:Iteration 6Q (9941.000000 sec): 3 clusters
  Score: Raw -98302.525224 + Penalty 2321.161887 = -95981.363338
  nChanged 17
		SP:Iteration 7Q (9941.140000 sec): 3 clusters
  Score: Raw -98316.322733 + Penalty 2321.161887 = -95995.160846
  nChanged 12
		SP:Iteration 8Q (9941.380000 sec): 3 clusters
  Score: Raw -98328.790011 + Penalty 2321.161887 = -96007.628124
  nChanged 11
		SP:Iteration 9Q (9941.530000 sec): 3 clusters
  Score: Raw -98336.629405 + Penalty 2321.161887 = -96015.467518
  nChanged 6
		SP:Iteration 10Q (9941.770000 sec): 3 clusters
  Score: Raw -98340.538708 + Penalty 2321.161887 = -96019.376822
  nChanged 6
		SP:Iteration 11Q (9941.920000 sec): 3 clusters
  Score: Raw -98343.778604 + Penalty 2321.161887 = -96022.616717
  nChanged 4
		SP:Iteration 12Q (9942.120000 sec): 3 clusters
  Score: Raw -98346.818649 + Penalty 2321.161887 = -96025.656762
  nChanged 2
		SP:Iteration 13Q (9942.300000 sec): 3 clusters
  Score: Raw -98349.865579 + Penalty 2321.161887 = -96028.703692
  nChanged 2
		SP:Iteration 14Q (9942.440000 sec): 3 clusters
  Score: Raw -98351.956392 + Penalty 2321.161887 = -96030.794505
  nChanged 2
		SP:Iteration 15Q (9942.650000 sec): 3 clusters
  Score: Raw -98352.917435 + Penalty 2321.161887 = -96031.755548
  nChanged 3
		SP:Iteration 16Q (9942.800000 sec): 3 clusters
  Score: Raw -98354.640046 + Penalty 2321.161887 = -96033.478159
  nChanged 1
		SP:Iteration 17Q (9942.980000 sec): 3 clusters
  Score: Raw -98355.369820 + Penalty 2321.161887 = -96034.207933
  nChanged 0
		SP:Iteration 18F (9943.160000 sec): 3 clusters
  Score: Raw -98355.369820 + Penalty 2321.161887 = -96034.207933
  nChanged 0
Iteration 219Q (9983.460000 sec): 99 clusters
  Score: Raw -34894177.372991 + Penalty 207393.778699 = -34686783.594292
  nChanged 1212
Iteration 220F (10062.080000 sec): 99 clusters
  Score: Raw -34894592.506905 + Penalty 207393.778699 = -34687198.728207
  nChanged 874
Iteration 221Q (10105.330000 sec): 99 clusters
  Score: Raw -34894750.128505 + Penalty 207393.778699 = -34687356.349807
  nChanged 473
Iteration 222Q (10148.460000 sec): 99 clusters
  Score: Raw -34894830.685987 + Penalty 207393.778699 = -34687436.907288
  nChanged 340
Iteration 223Q (10192.820000 sec): 99 clusters
  Score: Raw -34894895.228758 + Penalty 207393.778699 = -34687501.450060
  nChanged 308
Iteration 224Q (10237.710000 sec): 99 clusters
  Score: Raw -34894960.132932 + Penalty 207393.778699 = -34687566.354233
  nChanged 280
Iteration 225Q (10278.160000 sec): 99 clusters
  Score: Raw -34895025.254203 + Penalty 207393.778699 = -34687631.475505
  nChanged 253
Iteration 226Q (10319.500000 sec): 99 clusters
  Score: Raw -34895073.398474 + Penalty 207393.778699 = -34687679.619776
  nChanged 229
Iteration 227Q (10365.430000 sec): 99 clusters
  Score: Raw -34895123.985998 + Penalty 207393.778699 = -34687730.207300
  nChanged 221
Iteration 228Q (10410.400000 sec): 99 clusters
  Score: Raw -34895171.874305 + Penalty 207393.778699 = -34687778.095607
  nChanged 213
Iteration 229Q (10457.950000 sec): 99 clusters
  Score: Raw -34895229.235398 + Penalty 207393.778699 = -34687835.456699
  nChanged 213
Iteration 230Q (10504.910000 sec): 99 clusters
  Score: Raw -34895292.318626 + Penalty 207393.778699 = -34687898.539928
  nChanged 191
Iteration 231Q (10550.210000 sec): 99 clusters
  Score: Raw -34895343.656617 + Penalty 207393.778699 = -34687949.877918
  nChanged 175
Iteration 232Q (10596.180000 sec): 99 clusters
  Score: Raw -34895378.044429 + Penalty 207393.778699 = -34687984.265730
  nChanged 150
Iteration 233Q (10646.130000 sec): 99 clusters
  Score: Raw -34895406.352575 + Penalty 207393.778699 = -34688012.573877
  nChanged 136
Iteration 234Q (10698.520000 sec): 99 clusters
  Score: Raw -34895430.726909 + Penalty 207393.778699 = -34688036.948211
  nChanged 128
Iteration 235Q (10751.390000 sec): 99 clusters
  Score: Raw -34895453.898862 + Penalty 207393.778699 = -34688060.120164
  nChanged 97
Iteration 236Q (10804.550000 sec): 99 clusters
  Score: Raw -34895467.942871 + Penalty 207393.778699 = -34688074.164173
  nChanged 75
Iteration 237Q (10854.510000 sec): 99 clusters
  Score: Raw -34895481.278359 + Penalty 207393.778699 = -34688087.499660
  nChanged 90
Iteration 238Q (10908.450000 sec): 99 clusters
  Score: Raw -34895498.359098 + Penalty 207393.778699 = -34688104.580400
  nChanged 75
Iteration 239Q (10962.730000 sec): 99 clusters
  Score: Raw -34895520.361977 + Penalty 207393.778699 = -34688126.583278
  nChanged 81
Iteration 240F (11051.300000 sec): 99 clusters
  Score: Raw -34895567.565933 + Penalty 207393.778699 = -34688173.787234
  nChanged 80
Iteration 241Q (11099.620000 sec): 99 clusters
  Score: Raw -34895598.530801 + Penalty 207393.778699 = -34688204.752103
  nChanged 99
Iteration 242Q (11141.720000 sec): 99 clusters
  Score: Raw -34895630.468050 + Penalty 207393.778699 = -34688236.689351
  nChanged 90
Iteration 243Q (11183.620000 sec): 99 clusters
  Score: Raw -34895658.603239 + Penalty 207393.778699 = -34688264.824540
  nChanged 94
Iteration 244Q (11227.870000 sec): 99 clusters
  Score: Raw -34895689.288589 + Penalty 207393.778699 = -34688295.509891
  nChanged 97
Iteration 245Q (11267.260000 sec): 99 clusters
  Score: Raw -34895725.876919 + Penalty 207393.778699 = -34688332.098220
  nChanged 93
Iteration 246Q (11306.460000 sec): 99 clusters
  Score: Raw -34895757.578837 + Penalty 207393.778699 = -34688363.800138
  nChanged 93
Iteration 247Q (11351.280000 sec): 99 clusters
  Score: Raw -34895791.034008 + Penalty 207393.778699 = -34688397.255310
  nChanged 89
Iteration 248Q (11391.560000 sec): 99 clusters
  Score: Raw -34895820.167137 + Penalty 207393.778699 = -34688426.388438
  nChanged 97
Iteration 249Q (11437.640000 sec): 99 clusters
  Score: Raw -34895851.161464 + Penalty 207393.778699 = -34688457.382765
  nChanged 91
Iteration 250Q (11476.170000 sec): 99 clusters
  Score: Raw -34895870.178960 + Penalty 207393.778699 = -34688476.400261
  nChanged 71
Iteration 251Q (11519.800000 sec): 99 clusters
  Score: Raw -34895883.193197 + Penalty 207393.778699 = -34688489.414498
  nChanged 58
Iteration 252Q (11564.860000 sec): 99 clusters
  Score: Raw -34895895.314690 + Penalty 207393.778699 = -34688501.535991
  nChanged 47
Iteration 253Q (11604.910000 sec): 99 clusters
  Score: Raw -34895904.655263 + Penalty 207393.778699 = -34688510.876565
  nChanged 44
Iteration 254Q (11641.790000 sec): 99 clusters
  Score: Raw -34895910.352373 + Penalty 207393.778699 = -34688516.573675
  nChanged 37
Iteration 255Q (11688.650000 sec): 99 clusters
  Score: Raw -34895915.468953 + Penalty 207393.778699 = -34688521.690255
  nChanged 34
Iteration 256Q (11741.290000 sec): 99 clusters
  Score: Raw -34895919.767582 + Penalty 207393.778699 = -34688525.988883
  nChanged 34
Iteration 257Q (11792.970000 sec): 99 clusters
  Score: Raw -34895925.177323 + Penalty 207393.778699 = -34688531.398624
  nChanged 33
Iteration 258Q (11850.730000 sec): 99 clusters
  Score: Raw -34895930.232576 + Penalty 207393.778699 = -34688536.453878
  nChanged 42
Writing temp clu file 
Because OldScore, -34688531.398624, is greater than current (better) Score,-34688536.453878 
 Compute initial score before splitting:   Score: Raw -34895930.232576 + Penalty 207393.778699 = -34688536.453878
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11850.930000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11851.090000 sec): 3 clusters
  Score: Raw -110707.957009 + Penalty 2345.430583 = -108362.526426
  nChanged 430
		SP:Iteration 1F (11851.300000 sec): 3 clusters
  Score: Raw -111115.086336 + Penalty 2345.430583 = -108769.655753
  nChanged 123
		SP:Iteration 2F (11851.440000 sec): 3 clusters
  Score: Raw -111311.416964 + Penalty 2345.430583 = -108965.986380
  nChanged 97
		SP:Iteration 3F (11851.590000 sec): 3 clusters
  Score: Raw -111444.577332 + Penalty 2345.430583 = -109099.146748
  nChanged 68
		SP:Iteration 4Q (11851.780000 sec): 3 clusters
  Score: Raw -111541.944232 + Penalty 2345.430583 = -109196.513649
  nChanged 58
		SP:Iteration 5Q (11852.000000 sec): 3 clusters
  Score: Raw -111614.224386 + Penalty 2345.430583 = -109268.793803
  nChanged 50
		SP:Iteration 6Q (11852.190000 sec): 3 clusters
  Score: Raw -111664.036765 + Penalty 2345.430583 = -109318.606182
  nChanged 32
		SP:Iteration 7Q (11852.370000 sec): 3 clusters
  Score: Raw -111696.480122 + Penalty 2345.430583 = -109351.049539
  nChanged 19
		SP:Iteration 8Q (11852.490000 sec): 3 clusters
  Score: Raw -111715.376546 + Penalty 2345.430583 = -109369.945962
  nChanged 11
		SP:Iteration 9Q (11852.660000 sec): 3 clusters
  Score: Raw -111723.126411 + Penalty 2345.430583 = -109377.695827
  nChanged 4
		SP:Iteration 10Q (11852.840000 sec): 3 clusters
  Score: Raw -111726.120437 + Penalty 2345.430583 = -109380.689854
  nChanged 1
		SP:Iteration 11Q (11852.980000 sec): 3 clusters
  Score: Raw -111727.056750 + Penalty 2345.430583 = -109381.626167
  nChanged 1
		SP:Iteration 12Q (11853.160000 sec): 3 clusters
  Score: Raw -111727.841908 + Penalty 2345.430583 = -109382.411324
  nChanged 3
		SP:Iteration 13Q (11853.320000 sec): 3 clusters
  Score: Raw -111730.058807 + Penalty 2345.430583 = -109384.628223
  nChanged 1
		SP:Iteration 14Q (11853.480000 sec): 3 clusters
  Score: Raw -111731.635532 + Penalty 2345.430583 = -109386.204949
  nChanged 5
		SP:Iteration 15Q (11853.660000 sec): 3 clusters
  Score: Raw -111739.873417 + Penalty 2345.430583 = -109394.442834
  nChanged 5
		SP:Iteration 16Q (11853.800000 sec): 3 clusters
  Score: Raw -111743.327399 + Penalty 2345.430583 = -109397.896816
  nChanged 4
		SP:Iteration 17Q (11853.930000 sec): 3 clusters
  Score: Raw -111747.688458 + Penalty 2345.430583 = -109402.257874
  nChanged 5
		SP:Iteration 18Q (11854.100000 sec): 3 clusters
  Score: Raw -111751.040187 + Penalty 2345.430583 = -109405.609604
  nChanged 0
		SP:Iteration 19F (11854.310000 sec): 3 clusters
  Score: Raw -111751.040187 + Penalty 2345.430583 = -109405.609604
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11854.390000 sec): 2 clusters
  Score: Raw -228654.883377 + Penalty 1287.072557 = -227367.810820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11854.580000 sec): 3 clusters
  Score: Raw -227397.489560 + Penalty 2574.145114 = -224823.344445
  nChanged 1036
		SP:Iteration 1F (11854.740000 sec): 3 clusters
  Score: Raw -228088.746075 + Penalty 2574.145114 = -225514.600961
  nChanged 235
		SP:Iteration 2F (11854.950000 sec): 3 clusters
  Score: Raw -228313.314736 + Penalty 2574.145114 = -225739.169621
  nChanged 211
		SP:Iteration 3F (11855.160000 sec): 3 clusters
  Score: Raw -228555.110792 + Penalty 2574.145114 = -225980.965678
  nChanged 196
		SP:Iteration 4F (11855.380000 sec): 3 clusters
  Score: Raw -228781.771391 + Penalty 2574.145114 = -226207.626277
  nChanged 176
		SP:Iteration 5F (11855.550000 sec): 3 clusters
  Score: Raw -229007.997066 + Penalty 2574.145114 = -226433.851951
  nChanged 142
		SP:Iteration 6F (11855.760000 sec): 3 clusters
  Score: Raw -229166.305014 + Penalty 2574.145114 = -226592.159900
  nChanged 100
		SP:Iteration 7Q (11855.970000 sec): 3 clusters
  Score: Raw -229260.322320 + Penalty 2574.145114 = -226686.177206
  nChanged 85
		SP:Iteration 8Q (11856.140000 sec): 3 clusters
  Score: Raw -229324.552080 + Penalty 2574.145114 = -226750.406966
  nChanged 60
		SP:Iteration 9Q (11856.320000 sec): 3 clusters
  Score: Raw -229365.299443 + Penalty 2574.145114 = -226791.154329
  nChanged 40
		SP:Iteration 10Q (11856.470000 sec): 3 clusters
  Score: Raw -229388.613005 + Penalty 2574.145114 = -226814.467891
  nChanged 28
		SP:Iteration 11Q (11856.680000 sec): 3 clusters
  Score: Raw -229403.197591 + Penalty 2574.145114 = -226829.052476
  nChanged 22
		SP:Iteration 12Q (11856.880000 sec): 3 clusters
  Score: Raw -229412.375508 + Penalty 2574.145114 = -226838.230394
  nChanged 14
		SP:Iteration 13Q (11857.040000 sec): 3 clusters
  Score: Raw -229418.589295 + Penalty 2574.145114 = -226844.444181
  nChanged 12
		SP:Iteration 14Q (11857.240000 sec): 3 clusters
  Score: Raw -229423.357546 + Penalty 2574.145114 = -226849.212431
  nChanged 10
		SP:Iteration 15Q (11857.440000 sec): 3 clusters
  Score: Raw -229427.026479 + Penalty 2574.145114 = -226852.881365
  nChanged 9
		SP:Iteration 16Q (11857.630000 sec): 3 clusters
  Score: Raw -229430.458340 + Penalty 2574.145114 = -226856.313226
  nChanged 6
		SP:Iteration 17Q (11857.830000 sec): 3 clusters
  Score: Raw -229431.832199 + Penalty 2574.145114 = -226857.687085
  nChanged 4
		SP:Iteration 18Q (11858.010000 sec): 3 clusters
  Score: Raw -229433.296739 + Penalty 2574.145114 = -226859.151625
  nChanged 3
		SP:Iteration 19Q (11858.200000 sec): 3 clusters
  Score: Raw -229434.445481 + Penalty 2574.145114 = -226860.300367
  nChanged 4
		SP:Iteration 20F (11858.400000 sec): 3 clusters
  Score: Raw -229435.443989 + Penalty 2574.145114 = -226861.298875
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11858.480000 sec): 2 clusters
  Score: Raw -97489.776728 + Penalty 1161.861486 = -96327.915242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11858.650000 sec): 3 clusters
  Score: Raw -97068.357378 + Penalty 2323.722972 = -94744.634406
  nChanged 402
		SP:Iteration 1F (11858.880000 sec): 3 clusters
  Score: Raw -97381.802162 + Penalty 2323.722972 = -95058.079190
  nChanged 85
		SP:Iteration 2F (11859.050000 sec): 3 clusters
  Score: Raw -97467.200301 + Penalty 2323.722972 = -95143.477329
  nChanged 67
		SP:Iteration 3F (11859.210000 sec): 3 clusters
  Score: Raw -97536.422881 + Penalty 2323.722972 = -95212.699909
  nChanged 47
		SP:Iteration 4Q (11859.370000 sec): 3 clusters
  Score: Raw -97582.797163 + Penalty 2323.722972 = -95259.074191
  nChanged 39
		SP:Iteration 5Q (11859.540000 sec): 3 clusters
  Score: Raw -97645.637342 + Penalty 2323.722972 = -95321.914370
  nChanged 50
		SP:Iteration 6Q (11859.760000 sec): 3 clusters
  Score: Raw -97729.066128 + Penalty 2323.722972 = -95405.343156
  nChanged 45
		SP:Iteration 7Q (11859.980000 sec): 3 clusters
  Score: Raw -97795.625393 + Penalty 2323.722972 = -95471.902421
  nChanged 50
		SP:Iteration 8Q (11860.200000 sec): 3 clusters
  Score: Raw -97879.931526 + Penalty 2323.722972 = -95556.208554
  nChanged 57
		SP:Iteration 9Q (11860.360000 sec): 3 clusters
  Score: Raw -97977.892793 + Penalty 2323.722972 = -95654.169821
  nChanged 55
		SP:Iteration 10Q (11860.540000 sec): 3 clusters
  Score: Raw -98097.155763 + Penalty 2323.722972 = -95773.432791
  nChanged 64
		SP:Iteration 11F (11860.730000 sec): 3 clusters
  Score: Raw -98226.607963 + Penalty 2323.722972 = -95902.884991
  nChanged 50
		SP:Iteration 12Q (11860.920000 sec): 3 clusters
  Score: Raw -98305.283387 + Penalty 2323.722972 = -95981.560416
  nChanged 36
		SP:Iteration 13Q (11861.140000 sec): 3 clusters
  Score: Raw -98358.922991 + Penalty 2323.722972 = -96035.200019
  nChanged 25
		SP:Iteration 14Q (11861.350000 sec): 3 clusters
  Score: Raw -98391.944165 + Penalty 2323.722972 = -96068.221194
  nChanged 11
		SP:Iteration 15Q (11861.530000 sec): 3 clusters
  Score: Raw -98402.604862 + Penalty 2323.722972 = -96078.881891
  nChanged 10
		SP:Iteration 16Q (11861.720000 sec): 3 clusters
  Score: Raw -98414.016946 + Penalty 2323.722972 = -96090.293974
  nChanged 7
		SP:Iteration 17Q (11861.860000 sec): 3 clusters
  Score: Raw -98420.253021 + Penalty 2323.722972 = -96096.530049
  nChanged 3
		SP:Iteration 18Q (11862.000000 sec): 3 clusters
  Score: Raw -98424.155931 + Penalty 2323.722972 = -96100.432959
  nChanged 3
		SP:Iteration 19Q (11862.130000 sec): 3 clusters
  Score: Raw -98427.430483 + Penalty 2323.722972 = -96103.707511
  nChanged 3
		SP:Iteration 20F (11862.320000 sec): 3 clusters
  Score: Raw -98429.221755 + Penalty 2323.722972 = -96105.498783
  nChanged 2
		SP:Iteration 21Q (11862.490000 sec): 3 clusters
  Score: Raw -98431.179579 + Penalty 2323.722972 = -96107.456607
  nChanged 1
		SP:Iteration 22Q (11862.670000 sec): 3 clusters
  Score: Raw -98431.805622 + Penalty 2323.722972 = -96108.082650
  nChanged 0
		SP:Iteration 23F (11862.800000 sec): 3 clusters
  Score: Raw -98431.805622 + Penalty 2323.722972 = -96108.082650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11862.890000 sec): 2 clusters
  Score: Raw -231143.797896 + Penalty 1290.691600 = -229853.106296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11863.110000 sec): 3 clusters
  Score: Raw -229838.652155 + Penalty 2581.383201 = -227257.268954
  nChanged 1050
		SP:Iteration 1F (11863.280000 sec): 3 clusters
  Score: Raw -230458.227041 + Penalty 2581.383201 = -227876.843841
  nChanged 241
		SP:Iteration 2F (11863.420000 sec): 3 clusters
  Score: Raw -230610.730127 + Penalty 2581.383201 = -228029.346926
  nChanged 141
		SP:Iteration 3F (11863.650000 sec): 3 clusters
  Score: Raw -230699.962546 + Penalty 2581.383201 = -228118.579345
  nChanged 113
		SP:Iteration 4Q (11863.810000 sec): 3 clusters
  Score: Raw -230771.664372 + Penalty 2581.383201 = -228190.281171
  nChanged 85
		SP:Iteration 5Q (11863.960000 sec): 3 clusters
  Score: Raw -230822.596601 + Penalty 2581.383201 = -228241.213400
  nChanged 68
		SP:Iteration 6Q (11864.120000 sec): 3 clusters
  Score: Raw -230865.655241 + Penalty 2581.383201 = -228284.272040
  nChanged 75
		SP:Iteration 7Q (11864.280000 sec): 3 clusters
  Score: Raw -230916.305877 + Penalty 2581.383201 = -228334.922676
  nChanged 61
		SP:Iteration 8Q (11864.520000 sec): 3 clusters
  Score: Raw -230956.480550 + Penalty 2581.383201 = -228375.097349
  nChanged 65
		SP:Iteration 9Q (11864.670000 sec): 3 clusters
  Score: Raw -230994.928049 + Penalty 2581.383201 = -228413.544848
  nChanged 58
		SP:Iteration 10Q (11864.880000 sec): 3 clusters
  Score: Raw -231031.507882 + Penalty 2581.383201 = -228450.124682
  nChanged 52
		SP:Iteration 11Q (11865.090000 sec): 3 clusters
  Score: Raw -231065.334987 + Penalty 2581.383201 = -228483.951786
  nChanged 45
		SP:Iteration 12Q (11865.260000 sec): 3 clusters
  Score: Raw -231098.250825 + Penalty 2581.383201 = -228516.867625
  nChanged 45
		SP:Iteration 13Q (11865.430000 sec): 3 clusters
  Score: Raw -231140.637620 + Penalty 2581.383201 = -228559.254419
  nChanged 49
		SP:Iteration 14Q (11865.640000 sec): 3 clusters
  Score: Raw -231170.479016 + Penalty 2581.383201 = -228589.095815
  nChanged 31
		SP:Iteration 15Q (11865.800000 sec): 3 clusters
  Score: Raw -231190.431904 + Penalty 2581.383201 = -228609.048703
  nChanged 42
		SP:Iteration 16Q (11865.940000 sec): 3 clusters
  Score: Raw -231222.714951 + Penalty 2581.383201 = -228641.331750
  nChanged 31
		SP:Iteration 17Q (11866.120000 sec): 3 clusters
  Score: Raw -231245.602170 + Penalty 2581.383201 = -228664.218970
  nChanged 33
		SP:Iteration 18Q (11866.300000 sec): 3 clusters
  Score: Raw -231273.890530 + Penalty 2581.383201 = -228692.507330
  nChanged 22
		SP:Iteration 19Q (11866.450000 sec): 3 clusters
  Score: Raw -231289.141575 + Penalty 2581.383201 = -228707.758375
  nChanged 21
		SP:Iteration 20F (11866.580000 sec): 3 clusters
  Score: Raw -231305.603703 + Penalty 2581.383201 = -228724.220503
  nChanged 20
		SP:Iteration 21Q (11866.810000 sec): 3 clusters
  Score: Raw -231319.681862 + Penalty 2581.383201 = -228738.298661
  nChanged 15
		SP:Iteration 22Q (11866.990000 sec): 3 clusters
  Score: Raw -231331.483748 + Penalty 2581.383201 = -228750.100548
  nChanged 15
		SP:Iteration 23Q (11867.170000 sec): 3 clusters
  Score: Raw -231344.591525 + Penalty 2581.383201 = -228763.208324
  nChanged 14
		SP:Iteration 24Q (11867.350000 sec): 3 clusters
  Score: Raw -231357.074164 + Penalty 2581.383201 = -228775.690964
  nChanged 15
		SP:Iteration 25Q (11867.540000 sec): 3 clusters
  Score: Raw -231364.367298 + Penalty 2581.383201 = -228782.984097
  nChanged 9
		SP:Iteration 26Q (11867.720000 sec): 3 clusters
  Score: Raw -231368.819656 + Penalty 2581.383201 = -228787.436455
  nChanged 7
		SP:Iteration 27Q (11867.870000 sec): 3 clusters
  Score: Raw -231372.968556 + Penalty 2581.383201 = -228791.585355
  nChanged 8
		SP:Iteration 28Q (11868.040000 sec): 3 clusters
  Score: Raw -231377.954720 + Penalty 2581.383201 = -228796.571519
  nChanged 5
		SP:Iteration 29Q (11868.200000 sec): 3 clusters
  Score: Raw -231381.959587 + Penalty 2581.383201 = -228800.576386
  nChanged 4
		SP:Iteration 30Q (11868.360000 sec): 3 clusters
  Score: Raw -231386.318290 + Penalty 2581.383201 = -228804.935090
  nChanged 5
		SP:Iteration 31Q (11868.520000 sec): 3 clusters
  Score: Raw -231389.865464 + Penalty 2581.383201 = -228808.482263
  nChanged 3
		SP:Iteration 32Q (11868.670000 sec): 3 clusters
  Score: Raw -231392.513819 + Penalty 2581.383201 = -228811.130619
  nChanged 3
		SP:Iteration 33Q (11868.870000 sec): 3 clusters
  Score: Raw -231395.693231 + Penalty 2581.383201 = -228814.310030
  nChanged 1
		SP:Iteration 34Q (11869.050000 sec): 3 clusters
  Score: Raw -231396.387953 + Penalty 2581.383201 = -228815.004752
  nChanged 1
		SP:Iteration 35Q (11869.240000 sec): 3 clusters
  Score: Raw -231396.882054 + Penalty 2581.383201 = -228815.498853
  nChanged 1
		SP:Iteration 36Q (11869.400000 sec): 3 clusters
  Score: Raw -231397.109956 + Penalty 2581.383201 = -228815.726756
  nChanged 1
		SP:Iteration 37Q (11869.560000 sec): 3 clusters
  Score: Raw -231397.376653 + Penalty 2581.383201 = -228815.993452
  nChanged 0
		SP:Iteration 38F (11869.740000 sec): 3 clusters
  Score: Raw -231397.376653 + Penalty 2581.383201 = -228815.993452
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11869.800000 sec): 2 clusters
  Score: Raw -80051.012108 + Penalty 1145.221548 = -78905.790559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11870.040000 sec): 3 clusters
  Score: Raw -79721.004787 + Penalty 2290.443097 = -77430.561690
  nChanged 350
		SP:Iteration 1F (11870.180000 sec): 3 clusters
  Score: Raw -80038.517663 + Penalty 2290.443097 = -77748.074566
  nChanged 85
		SP:Iteration 2F (11870.410000 sec): 3 clusters
  Score: Raw -80152.553771 + Penalty 2290.443097 = -77862.110674
  nChanged 68
		SP:Iteration 3F (11870.570000 sec): 3 clusters
  Score: Raw -80247.857301 + Penalty 2290.443097 = -77957.414204
  nChanged 49
		SP:Iteration 4Q (11870.730000 sec): 3 clusters
  Score: Raw -80319.254474 + Penalty 2290.443097 = -78028.811377
  nChanged 39
		SP:Iteration 5Q (11870.880000 sec): 3 clusters
  Score: Raw -80374.687556 + Penalty 2290.443097 = -78084.244460
  nChanged 27
		SP:Iteration 6Q (11871.080000 sec): 3 clusters
  Score: Raw -80405.495247 + Penalty 2290.443097 = -78115.052150
  nChanged 32
		SP:Iteration 7Q (11871.250000 sec): 3 clusters
  Score: Raw -80454.454511 + Penalty 2290.443097 = -78164.011415
  nChanged 26
		SP:Iteration 8Q (11871.430000 sec): 3 clusters
  Score: Raw -80489.768451 + Penalty 2290.443097 = -78199.325355
  nChanged 24
		SP:Iteration 9Q (11871.600000 sec): 3 clusters
  Score: Raw -80517.729038 + Penalty 2290.443097 = -78227.285941
  nChanged 18
		SP:Iteration 10Q (11871.830000 sec): 3 clusters
  Score: Raw -80537.468215 + Penalty 2290.443097 = -78247.025118
  nChanged 10
		SP:Iteration 11Q (11871.990000 sec): 3 clusters
  Score: Raw -80546.945376 + Penalty 2290.443097 = -78256.502279
  nChanged 8
		SP:Iteration 12Q (11872.200000 sec): 3 clusters
  Score: Raw -80557.385401 + Penalty 2290.443097 = -78266.942304
  nChanged 9
		SP:Iteration 13Q (11872.370000 sec): 3 clusters
  Score: Raw -80572.251019 + Penalty 2290.443097 = -78281.807922
  nChanged 13
		SP:Iteration 14Q (11872.530000 sec): 3 clusters
  Score: Raw -80588.473119 + Penalty 2290.443097 = -78298.030022
  nChanged 14
		SP:Iteration 15Q (11872.720000 sec): 3 clusters
  Score: Raw -80601.876779 + Penalty 2290.443097 = -78311.433682
  nChanged 9
		SP:Iteration 16Q (11872.910000 sec): 3 clusters
  Score: Raw -80613.804091 + Penalty 2290.443097 = -78323.360994
  nChanged 11
		SP:Iteration 17Q (11873.080000 sec): 3 clusters
  Score: Raw -80624.471691 + Penalty 2290.443097 = -78334.028594
  nChanged 4
		SP:Iteration 18Q (11873.250000 sec): 3 clusters
  Score: Raw -80628.936624 + Penalty 2290.443097 = -78338.493528
  nChanged 3
		SP:Iteration 19Q (11873.440000 sec): 3 clusters
  Score: Raw -80630.996655 + Penalty 2290.443097 = -78340.553558
  nChanged 2
		SP:Iteration 20F (11873.650000 sec): 3 clusters
  Score: Raw -80631.405805 + Penalty 2290.443097 = -78340.962708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11873.730000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11873.880000 sec): 3 clusters
  Score: Raw -139545.715492 + Penalty 2422.972008 = -137122.743484
  nChanged 595
		SP:Iteration 1F (11874.030000 sec): 3 clusters
  Score: Raw -139920.328488 + Penalty 2422.972008 = -137497.356480
  nChanged 146
		SP:Iteration 2F (11874.180000 sec): 3 clusters
  Score: Raw -140026.414680 + Penalty 2422.972008 = -137603.442672
  nChanged 72
		SP:Iteration 3Q (11874.320000 sec): 3 clusters
  Score: Raw -140078.945825 + Penalty 2422.972008 = -137655.973817
  nChanged 62
		SP:Iteration 4Q (11874.520000 sec): 3 clusters
  Score: Raw -140125.824322 + Penalty 2422.972008 = -137702.852314
  nChanged 65
		SP:Iteration 5Q (11874.650000 sec): 3 clusters
  Score: Raw -140194.222424 + Penalty 2422.972008 = -137771.250416
  nChanged 70
		SP:Iteration 6Q (11874.840000 sec): 3 clusters
  Score: Raw -140274.234835 + Penalty 2422.972008 = -137851.262827
  nChanged 85
		SP:Iteration 7Q (11875.020000 sec): 3 clusters
  Score: Raw -140359.688014 + Penalty 2422.972008 = -137936.716006
  nChanged 70
		SP:Iteration 8Q (11875.200000 sec): 3 clusters
  Score: Raw -140422.496734 + Penalty 2422.972008 = -137999.524726
  nChanged 55
		SP:Iteration 9Q (11875.360000 sec): 3 clusters
  Score: Raw -140480.774263 + Penalty 2422.972008 = -138057.802255
  nChanged 47
		SP:Iteration 10Q (11875.560000 sec): 3 clusters
  Score: Raw -140521.485488 + Penalty 2422.972008 = -138098.513480
  nChanged 39
		SP:Iteration 11Q (11875.760000 sec): 3 clusters
  Score: Raw -140551.428748 + Penalty 2422.972008 = -138128.456740
  nChanged 35
		SP:Iteration 12Q (11875.950000 sec): 3 clusters
  Score: Raw -140585.951152 + Penalty 2422.972008 = -138162.979145
  nChanged 49
		SP:Iteration 13Q (11876.200000 sec): 3 clusters
  Score: Raw -140638.501328 + Penalty 2422.972008 = -138215.529321
  nChanged 42
		SP:Iteration 14Q (11876.360000 sec): 3 clusters
  Score: Raw -140680.404439 + Penalty 2422.972008 = -138257.432431
  nChanged 38
		SP:Iteration 15Q (11876.550000 sec): 3 clusters
  Score: Raw -140709.960560 + Penalty 2422.972008 = -138286.988552
  nChanged 27
		SP:Iteration 16Q (11876.790000 sec): 3 clusters
  Score: Raw -140727.709039 + Penalty 2422.972008 = -138304.737031
  nChanged 19
		SP:Iteration 17Q (11876.980000 sec): 3 clusters
  Score: Raw -140739.684658 + Penalty 2422.972008 = -138316.712650
  nChanged 13
		SP:Iteration 18Q (11877.170000 sec): 3 clusters
  Score: Raw -140748.908018 + Penalty 2422.972008 = -138325.936010
  nChanged 11
		SP:Iteration 19Q (11877.360000 sec): 3 clusters
  Score: Raw -140758.632905 + Penalty 2422.972008 = -138335.660897
  nChanged 12
		SP:Iteration 20F (11877.540000 sec): 3 clusters
  Score: Raw -140765.820194 + Penalty 2422.972008 = -138342.848186
  nChanged 11
		SP:Iteration 21Q (11877.720000 sec): 3 clusters
  Score: Raw -140774.267688 + Penalty 2422.972008 = -138351.295681
  nChanged 14
		SP:Iteration 22Q (11877.910000 sec): 3 clusters
  Score: Raw -140783.282895 + Penalty 2422.972008 = -138360.310888
  nChanged 8
		SP:Iteration 23Q (11878.050000 sec): 3 clusters
  Score: Raw -140787.408240 + Penalty 2422.972008 = -138364.436232
  nChanged 7
		SP:Iteration 24Q (11878.200000 sec): 3 clusters
  Score: Raw -140789.896032 + Penalty 2422.972008 = -138366.924024
  nChanged 3
		SP:Iteration 25Q (11878.340000 sec): 3 clusters
  Score: Raw -140792.189697 + Penalty 2422.972008 = -138369.217689
  nChanged 3
		SP:Iteration 26Q (11878.500000 sec): 3 clusters
  Score: Raw -140793.677077 + Penalty 2422.972008 = -138370.705069
  nChanged 2
		SP:Iteration 27Q (11878.680000 sec): 3 clusters
  Score: Raw -140794.329250 + Penalty 2422.972008 = -138371.357242
  nChanged 0
		SP:Iteration 28F (11878.820000 sec): 3 clusters
  Score: Raw -140794.329250 + Penalty 2422.972008 = -138371.357242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (89284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11879.430000 sec): 2 clusters
  Score: Raw -6864071.109569 + Penalty 1852.431357 = -6862218.678212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11880.080000 sec): 3 clusters
  Score: Raw -6806079.345685 + Penalty 3704.862713 = -6802374.482972
  nChanged 42653
		SP:Iteration 1F (11880.710000 sec): 3 clusters
  Score: Raw -6831244.496692 + Penalty 3704.862713 = -6827539.633979
  nChanged 3895
		SP:Iteration 2Q (11881.450000 sec): 3 clusters
  Score: Raw -6832781.999698 + Penalty 3704.862713 = -6829077.136985
  nChanged 4379
		SP:Iteration 3Q (11882.090000 sec): 3 clusters
  Score: Raw -6834954.837396 + Penalty 3704.862713 = -6831249.974683
  nChanged 5227
		SP:Iteration 4F (11882.720000 sec): 3 clusters
  Score: Raw -6838169.669890 + Penalty 3704.862713 = -6834464.807176
  nChanged 5878
		SP:Iteration 5F (11883.420000 sec): 3 clusters
  Score: Raw -6842578.569727 + Penalty 3704.862713 = -6838873.707013
  nChanged 6119
		SP:Iteration 6F (11884.110000 sec): 3 clusters
  Score: Raw -6847847.543990 + Penalty 3704.862713 = -6844142.681276
  nChanged 5733
		SP:Iteration 7F (11884.740000 sec): 3 clusters
  Score: Raw -6852920.773773 + Penalty 3704.862713 = -6849215.911059
  nChanged 4421
		SP:Iteration 8Q (11885.420000 sec): 3 clusters
  Score: Raw -6856568.593705 + Penalty 3704.862713 = -6852863.730992
  nChanged 3186
		SP:Iteration 9Q (11886.100000 sec): 3 clusters
  Score: Raw -6858868.752109 + Penalty 3704.862713 = -6855163.889396
  nChanged 2364
		SP:Iteration 10Q (11886.730000 sec): 3 clusters
  Score: Raw -6860412.003438 + Penalty 3704.862713 = -6856707.140725
  nChanged 1804
		SP:Iteration 11Q (11887.330000 sec): 3 clusters
  Score: Raw -6861535.881225 + Penalty 3704.862713 = -6857831.018512
  nChanged 1441
		SP:Iteration 12Q (11887.870000 sec): 3 clusters
  Score: Raw -6862369.962180 + Penalty 3704.862713 = -6858665.099466
  nChanged 1094
		SP:Iteration 13Q (11888.370000 sec): 3 clusters
  Score: Raw -6862985.044107 + Penalty 3704.862713 = -6859280.181394
  nChanged 848
		SP:Iteration 14Q (11888.950000 sec): 3 clusters
  Score: Raw -6863450.843731 + Penalty 3704.862713 = -6859745.981018
  nChanged 582
		SP:Iteration 15Q (11889.520000 sec): 3 clusters
  Score: Raw -6863738.785799 + Penalty 3704.862713 = -6860033.923086
  nChanged 415
		SP:Iteration 16Q (11890.150000 sec): 3 clusters
  Score: Raw -6863954.322958 + Penalty 3704.862713 = -6860249.460244
  nChanged 310
		SP:Iteration 17Q (11890.800000 sec): 3 clusters
  Score: Raw -6864099.308995 + Penalty 3704.862713 = -6860394.446282
  nChanged 215
		SP:Iteration 18Q (11891.420000 sec): 3 clusters
  Score: Raw -6864194.887362 + Penalty 3704.862713 = -6860490.024649
  nChanged 161
		SP:Iteration 19Q (11892.200000 sec): 3 clusters
  Score: Raw -6864265.942711 + Penalty 3704.862713 = -6860561.079998
  nChanged 125
		SP:Iteration 20F (11893.000000 sec): 3 clusters
  Score: Raw -6864321.045850 + Penalty 3704.862713 = -6860616.183137
  nChanged 90
		SP:Iteration 21Q (11893.740000 sec): 3 clusters
  Score: Raw -6864357.461037 + Penalty 3704.862713 = -6860652.598324
  nChanged 70
		SP:Iteration 22Q (11894.510000 sec): 3 clusters
  Score: Raw -6864388.784395 + Penalty 3704.862713 = -6860683.921682
  nChanged 56
		SP:Iteration 23Q (11895.170000 sec): 3 clusters
  Score: Raw -6864414.590293 + Penalty 3704.862713 = -6860709.727580
  nChanged 55
		SP:Iteration 24Q (11895.750000 sec): 3 clusters
  Score: Raw -6864439.200814 + Penalty 3704.862713 = -6860734.338101
  nChanged 57
		SP:Iteration 25Q (11896.320000 sec): 3 clusters
  Score: Raw -6864462.420032 + Penalty 3704.862713 = -6860757.557318
  nChanged 44
		SP:Iteration 26Q (11896.850000 sec): 3 clusters
  Score: Raw -6864478.651462 + Penalty 3704.862713 = -6860773.788749
  nChanged 33
		SP:Iteration 27Q (11897.480000 sec): 3 clusters
  Score: Raw -6864491.688838 + Penalty 3704.862713 = -6860786.826124
  nChanged 29
		SP:Iteration 28Q (11898.050000 sec): 3 clusters
  Score: Raw -6864501.484912 + Penalty 3704.862713 = -6860796.622199
  nChanged 22
		SP:Iteration 29Q (11898.630000 sec): 3 clusters
  Score: Raw -6864509.274499 + Penalty 3704.862713 = -6860804.411786
  nChanged 18
		SP:Iteration 30Q (11899.240000 sec): 3 clusters
  Score: Raw -6864517.107016 + Penalty 3704.862713 = -6860812.244303
  nChanged 17
		SP:Iteration 31Q (11899.790000 sec): 3 clusters
  Score: Raw -6864522.885229 + Penalty 3704.862713 = -6860818.022516
  nChanged 13
		SP:Iteration 32Q (11900.390000 sec): 3 clusters
  Score: Raw -6864526.995313 + Penalty 3704.862713 = -6860822.132599
  nChanged 14
		SP:Iteration 33Q (11900.960000 sec): 3 clusters
  Score: Raw -6864530.876058 + Penalty 3704.862713 = -6860826.013344
  nChanged 13
		SP:Iteration 34Q (11901.540000 sec): 3 clusters
  Score: Raw -6864535.040695 + Penalty 3704.862713 = -6860830.177982
  nChanged 15
		SP:Iteration 35Q (11902.150000 sec): 3 clusters
  Score: Raw -6864542.359523 + Penalty 3704.862713 = -6860837.496810
  nChanged 17
		SP:Iteration 36Q (11902.720000 sec): 3 clusters
  Score: Raw -6864548.314330 + Penalty 3704.862713 = -6860843.451616
  nChanged 15
		SP:Iteration 37Q (11903.280000 sec): 3 clusters
  Score: Raw -6864553.810102 + Penalty 3704.862713 = -6860848.947389
  nChanged 13
		SP:Iteration 38Q (11903.820000 sec): 3 clusters
  Score: Raw -6864558.094473 + Penalty 3704.862713 = -6860853.231760
  nChanged 10
		SP:Iteration 39Q (11904.450000 sec): 3 clusters
  Score: Raw -6864561.068498 + Penalty 3704.862713 = -6860856.205785
  nChanged 6
		SP:Iteration 40F (11905.030000 sec): 3 clusters
  Score: Raw -6864562.654864 + Penalty 3704.862713 = -6860857.792151
  nChanged 7
		SP:Iteration 41Q (11905.640000 sec): 3 clusters
  Score: Raw -6864565.382521 + Penalty 3704.862713 = -6860860.519808
  nChanged 8
		SP:Iteration 42Q (11906.260000 sec): 3 clusters
  Score: Raw -6864567.603477 + Penalty 3704.862713 = -6860862.740764
  nChanged 5
		SP:Iteration 43Q (11906.890000 sec): 3 clusters
  Score: Raw -6864568.751364 + Penalty 3704.862713 = -6860863.888651
  nChanged 7
		SP:Iteration 44Q (11907.520000 sec): 3 clusters
  Score: Raw -6864570.649739 + Penalty 3704.862713 = -6860865.787026
  nChanged 4
		SP:Iteration 45Q (11908.150000 sec): 3 clusters
  Score: Raw -6864572.061699 + Penalty 3704.862713 = -6860867.198985
  nChanged 4
		SP:Iteration 46Q (11908.760000 sec): 3 clusters
  Score: Raw -6864573.382689 + Penalty 3704.862713 = -6860868.519976
  nChanged 5
		SP:Iteration 47Q (11909.410000 sec): 3 clusters
  Score: Raw -6864575.214179 + Penalty 3704.862713 = -6860870.351465
  nChanged 5
		SP:Iteration 48Q (11910.030000 sec): 3 clusters
  Score: Raw -6864577.144270 + Penalty 3704.862713 = -6860872.281557
  nChanged 6
		SP:Iteration 49Q (11910.690000 sec): 3 clusters
  Score: Raw -6864578.420291 + Penalty 3704.862713 = -6860873.557577
  nChanged 8
		SP:Iteration 50Q (11911.290000 sec): 3 clusters
  Score: Raw -6864581.395587 + Penalty 3704.862713 = -6860876.532874
  nChanged 6
		SP:Iteration 51Q (11911.900000 sec): 3 clusters
  Score: Raw -6864583.636482 + Penalty 3704.862713 = -6860878.773768
  nChanged 6
		SP:Iteration 52Q (11912.530000 sec): 3 clusters
  Score: Raw -6864585.748542 + Penalty 3704.862713 = -6860880.885828
  nChanged 9
		SP:Iteration 53Q (11913.130000 sec): 3 clusters
  Score: Raw -6864588.188956 + Penalty 3704.862713 = -6860883.326242
  nChanged 3
		SP:Iteration 54Q (11913.740000 sec): 3 clusters
  Score: Raw -6864588.902640 + Penalty 3704.862713 = -6860884.039926
  nChanged 3
		SP:Iteration 55Q (11914.400000 sec): 3 clusters
  Score: Raw -6864589.892227 + Penalty 3704.862713 = -6860885.029514
  nChanged 4
		SP:Iteration 56Q (11914.990000 sec): 3 clusters
  Score: Raw -6864591.101642 + Penalty 3704.862713 = -6860886.238929
  nChanged 6
		SP:Iteration 57Q (11915.600000 sec): 3 clusters
  Score: Raw -6864593.040669 + Penalty 3704.862713 = -6860888.177955
  nChanged 7
		SP:Iteration 58Q (11916.180000 sec): 3 clusters
  Score: Raw -6864595.568752 + Penalty 3704.862713 = -6860890.706039
  nChanged 4
		SP:Iteration 59Q (11916.750000 sec): 3 clusters
  Score: Raw -6864597.041131 + Penalty 3704.862713 = -6860892.178418
  nChanged 5
		SP:Iteration 60F (11917.400000 sec): 3 clusters
  Score: Raw -6864598.774810 + Penalty 3704.862713 = -6860893.912096
  nChanged 11
		SP:Iteration 61Q (11918.010000 sec): 3 clusters
  Score: Raw -6864602.258938 + Penalty 3704.862713 = -6860897.396224
  nChanged 6
		SP:Iteration 62Q (11918.580000 sec): 3 clusters
  Score: Raw -6864604.295940 + Penalty 3704.862713 = -6860899.433226
  nChanged 6
		SP:Iteration 63Q (11919.090000 sec): 3 clusters
  Score: Raw -6864605.409813 + Penalty 3704.862713 = -6860900.547100
  nChanged 0
		SP:Iteration 64F (11919.730000 sec): 3 clusters
  Score: Raw -6864605.409813 + Penalty 3704.862713 = -6860900.547100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11919.890000 sec): 2 clusters
  Score: Raw -794020.568352 + Penalty 1485.776267 = -792534.792085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11920.140000 sec): 3 clusters
  Score: Raw -788785.275722 + Penalty 2971.552535 = -785813.723187
  nChanged 3956
		SP:Iteration 1F (11920.370000 sec): 3 clusters
  Score: Raw -790883.869622 + Penalty 2971.552535 = -787912.317087
  nChanged 588
		SP:Iteration 2F (11920.640000 sec): 3 clusters
  Score: Raw -791140.538927 + Penalty 2971.552535 = -788168.986392
  nChanged 501
		SP:Iteration 3F (11920.860000 sec): 3 clusters
  Score: Raw -791389.641718 + Penalty 2971.552535 = -788418.089183
  nChanged 515
		SP:Iteration 4F (11921.090000 sec): 3 clusters
  Score: Raw -791684.739222 + Penalty 2971.552535 = -788713.186687
  nChanged 520
		SP:Iteration 5F (11921.330000 sec): 3 clusters
  Score: Raw -792000.038578 + Penalty 2971.552535 = -789028.486043
  nChanged 539
		SP:Iteration 6F (11921.570000 sec): 3 clusters
  Score: Raw -792350.319534 + Penalty 2971.552535 = -789378.766999
  nChanged 559
		SP:Iteration 7F (11921.750000 sec): 3 clusters
  Score: Raw -792728.475327 + Penalty 2971.552535 = -789756.922792
  nChanged 518
		SP:Iteration 8F (11922.030000 sec): 3 clusters
  Score: Raw -793023.916078 + Penalty 2971.552535 = -790052.363543
  nChanged 413
		SP:Iteration 9Q (11922.220000 sec): 3 clusters
  Score: Raw -793235.622672 + Penalty 2971.552535 = -790264.070137
  nChanged 329
		SP:Iteration 10Q (11922.480000 sec): 3 clusters
  Score: Raw -793367.578510 + Penalty 2971.552535 = -790396.025975
  nChanged 263
		SP:Iteration 11Q (11922.740000 sec): 3 clusters
  Score: Raw -793444.877051 + Penalty 2971.552535 = -790473.324516
  nChanged 164
		SP:Iteration 12Q (11922.940000 sec): 3 clusters
  Score: Raw -793487.904350 + Penalty 2971.552535 = -790516.351815
  nChanged 142
		SP:Iteration 13Q (11923.200000 sec): 3 clusters
  Score: Raw -793522.509768 + Penalty 2971.552535 = -790550.957233
  nChanged 98
		SP:Iteration 14Q (11923.380000 sec): 3 clusters
  Score: Raw -793543.174016 + Penalty 2971.552535 = -790571.621482
  nChanged 72
		SP:Iteration 15Q (11923.580000 sec): 3 clusters
  Score: Raw -793555.171757 + Penalty 2971.552535 = -790583.619223
  nChanged 55
		SP:Iteration 16Q (11923.800000 sec): 3 clusters
  Score: Raw -793563.246637 + Penalty 2971.552535 = -790591.694102
  nChanged 39
		SP:Iteration 17Q (11924.070000 sec): 3 clusters
  Score: Raw -793570.086412 + Penalty 2971.552535 = -790598.533877
  nChanged 33
		SP:Iteration 18Q (11924.310000 sec): 3 clusters
  Score: Raw -793575.049808 + Penalty 2971.552535 = -790603.497273
  nChanged 26
		SP:Iteration 19Q (11924.550000 sec): 3 clusters
  Score: Raw -793578.992329 + Penalty 2971.552535 = -790607.439794
  nChanged 31
		SP:Iteration 20F (11924.760000 sec): 3 clusters
  Score: Raw -793582.963726 + Penalty 2971.552535 = -790611.411192
  nChanged 22
		SP:Iteration 21Q (11924.990000 sec): 3 clusters
  Score: Raw -793586.334873 + Penalty 2971.552535 = -790614.782338
  nChanged 29
		SP:Iteration 22Q (11925.210000 sec): 3 clusters
  Score: Raw -793591.030729 + Penalty 2971.552535 = -790619.478194
  nChanged 29
		SP:Iteration 23Q (11925.450000 sec): 3 clusters
  Score: Raw -793594.861976 + Penalty 2971.552535 = -790623.309441
  nChanged 27
		SP:Iteration 24Q (11925.680000 sec): 3 clusters
  Score: Raw -793598.658479 + Penalty 2971.552535 = -790627.105944
  nChanged 26
		SP:Iteration 25Q (11925.900000 sec): 3 clusters
  Score: Raw -793602.098121 + Penalty 2971.552535 = -790630.545586
  nChanged 22
		SP:Iteration 26Q (11926.140000 sec): 3 clusters
  Score: Raw -793604.680279 + Penalty 2971.552535 = -790633.127744
  nChanged 19
		SP:Iteration 27Q (11926.390000 sec): 3 clusters
  Score: Raw -793606.826945 + Penalty 2971.552535 = -790635.274411
  nChanged 14
		SP:Iteration 28Q (11926.590000 sec): 3 clusters
  Score: Raw -793608.337422 + Penalty 2971.552535 = -790636.784887
  nChanged 11
		SP:Iteration 29Q (11926.850000 sec): 3 clusters
  Score: Raw -793609.500591 + Penalty 2971.552535 = -790637.948057
  nChanged 9
		SP:Iteration 30Q (11927.080000 sec): 3 clusters
  Score: Raw -793610.447408 + Penalty 2971.552535 = -790638.894873
  nChanged 8
		SP:Iteration 31Q (11927.340000 sec): 3 clusters
  Score: Raw -793611.295174 + Penalty 2971.552535 = -790639.742640
  nChanged 9
		SP:Iteration 32Q (11927.640000 sec): 3 clusters
  Score: Raw -793612.083377 + Penalty 2971.552535 = -790640.530842
  nChanged 5
		SP:Iteration 33Q (11927.840000 sec): 3 clusters
  Score: Raw -793612.570307 + Penalty 2971.552535 = -790641.017773
  nChanged 7
		SP:Iteration 34Q (11928.060000 sec): 3 clusters
  Score: Raw -793613.200824 + Penalty 2971.552535 = -790641.648289
  nChanged 3
		SP:Iteration 35Q (11928.280000 sec): 3 clusters
  Score: Raw -793613.624813 + Penalty 2971.552535 = -790642.072279
  nChanged 5
		SP:Iteration 36Q (11928.500000 sec): 3 clusters
  Score: Raw -793614.168914 + Penalty 2971.552535 = -790642.616379
  nChanged 6
		SP:Iteration 37Q (11928.770000 sec): 3 clusters
  Score: Raw -793614.904264 + Penalty 2971.552535 = -790643.351729
  nChanged 6
		SP:Iteration 38Q (11928.990000 sec): 3 clusters
  Score: Raw -793615.660033 + Penalty 2971.552535 = -790644.107498
  nChanged 6
		SP:Iteration 39Q (11929.180000 sec): 3 clusters
  Score: Raw -793616.265977 + Penalty 2971.552535 = -790644.713442
  nChanged 9
		SP:Iteration 40F (11929.390000 sec): 3 clusters
  Score: Raw -793617.236955 + Penalty 2971.552535 = -790645.684420
  nChanged 6
		SP:Iteration 41Q (11929.640000 sec): 3 clusters
  Score: Raw -793617.885306 + Penalty 2971.552535 = -790646.332772
  nChanged 6
		SP:Iteration 42Q (11929.840000 sec): 3 clusters
  Score: Raw -793618.345659 + Penalty 2971.552535 = -790646.793124
  nChanged 3
		SP:Iteration 43Q (11930.090000 sec): 3 clusters
  Score: Raw -793618.593693 + Penalty 2971.552535 = -790647.041158
  nChanged 1
		SP:Iteration 44Q (11930.330000 sec): 3 clusters
  Score: Raw -793618.724269 + Penalty 2971.552535 = -790647.171734
  nChanged 3
		SP:Iteration 45Q (11930.540000 sec): 3 clusters
  Score: Raw -793619.124708 + Penalty 2971.552535 = -790647.572174
  nChanged 5
		SP:Iteration 46Q (11930.740000 sec): 3 clusters
  Score: Raw -793619.627105 + Penalty 2971.552535 = -790648.074570
  nChanged 5
		SP:Iteration 47Q (11930.950000 sec): 3 clusters
  Score: Raw -793620.092645 + Penalty 2971.552535 = -790648.540110
  nChanged 8
		SP:Iteration 48Q (11931.140000 sec): 3 clusters
  Score: Raw -793620.817960 + Penalty 2971.552535 = -790649.265425
  nChanged 10
		SP:Iteration 49Q (11931.390000 sec): 3 clusters
  Score: Raw -793621.785623 + Penalty 2971.552535 = -790650.233089
  nChanged 9
		SP:Iteration 50Q (11931.640000 sec): 3 clusters
  Score: Raw -793622.866518 + Penalty 2971.552535 = -790651.313983
  nChanged 13
		SP:Iteration 51Q (11931.810000 sec): 3 clusters
  Score: Raw -793624.499640 + Penalty 2971.552535 = -790652.947105
  nChanged 16
		SP:Iteration 52Q (11932.110000 sec): 3 clusters
  Score: Raw -793626.669197 + Penalty 2971.552535 = -790655.116662
  nChanged 18
		SP:Iteration 53Q (11932.340000 sec): 3 clusters
  Score: Raw -793629.049011 + Penalty 2971.552535 = -790657.496477
  nChanged 18
		SP:Iteration 54Q (11932.580000 sec): 3 clusters
  Score: Raw -793631.635479 + Penalty 2971.552535 = -790660.082944
  nChanged 28
		SP:Iteration 55Q (11932.840000 sec): 3 clusters
  Score: Raw -793635.708718 + Penalty 2971.552535 = -790664.156183
  nChanged 24
		SP:Iteration 56Q (11933.090000 sec): 3 clusters
  Score: Raw -793639.732946 + Penalty 2971.552535 = -790668.180411
  nChanged 22
		SP:Iteration 57Q (11933.290000 sec): 3 clusters
  Score: Raw -793642.486827 + Penalty 2971.552535 = -790670.934292
  nChanged 24
		SP:Iteration 58Q (11933.500000 sec): 3 clusters
  Score: Raw -793646.365251 + Penalty 2971.552535 = -790674.812716
  nChanged 23
		SP:Iteration 59Q (11933.790000 sec): 3 clusters
  Score: Raw -793650.396601 + Penalty 2971.552535 = -790678.844066
  nChanged 28
		SP:Iteration 60F (11934.000000 sec): 3 clusters
  Score: Raw -793655.235477 + Penalty 2971.552535 = -790683.682942
  nChanged 35
		SP:Iteration 61Q (11934.200000 sec): 3 clusters
  Score: Raw -793661.644346 + Penalty 2971.552535 = -790690.091811
  nChanged 35
		SP:Iteration 62Q (11934.470000 sec): 3 clusters
  Score: Raw -793668.368849 + Penalty 2971.552535 = -790696.816314
  nChanged 36
		SP:Iteration 63Q (11934.690000 sec): 3 clusters
  Score: Raw -793673.874279 + Penalty 2971.552535 = -790702.321745
  nChanged 27
		SP:Iteration 64Q (11934.960000 sec): 3 clusters
  Score: Raw -793677.955966 + Penalty 2971.552535 = -790706.403431
  nChanged 32
		SP:Iteration 65Q (11935.170000 sec): 3 clusters
  Score: Raw -793682.752876 + Penalty 2971.552535 = -790711.200341
  nChanged 27
		SP:Iteration 66Q (11935.390000 sec): 3 clusters
  Score: Raw -793686.750593 + Penalty 2971.552535 = -790715.198058
  nChanged 26
		SP:Iteration 67Q (11935.570000 sec): 3 clusters
  Score: Raw -793690.692671 + Penalty 2971.552535 = -790719.140136
  nChanged 28
		SP:Iteration 68Q (11935.800000 sec): 3 clusters
  Score: Raw -793695.031029 + Penalty 2971.552535 = -790723.478494
  nChanged 33
		SP:Iteration 69Q (11936.070000 sec): 3 clusters
  Score: Raw -793700.754836 + Penalty 2971.552535 = -790729.202301
  nChanged 43
		SP:Iteration 70Q (11936.290000 sec): 3 clusters
  Score: Raw -793708.970396 + Penalty 2971.552535 = -790737.417861
  nChanged 45
		SP:Iteration 71Q (11936.500000 sec): 3 clusters
  Score: Raw -793718.107943 + Penalty 2971.552535 = -790746.555409
  nChanged 44
		SP:Iteration 72Q (11936.680000 sec): 3 clusters
  Score: Raw -793726.696727 + Penalty 2971.552535 = -790755.144192
  nChanged 41
		SP:Iteration 73Q (11936.890000 sec): 3 clusters
  Score: Raw -793735.056578 + Penalty 2971.552535 = -790763.504043
  nChanged 45
		SP:Iteration 74Q (11937.110000 sec): 3 clusters
  Score: Raw -793744.306001 + Penalty 2971.552535 = -790772.753466
  nChanged 45
		SP:Iteration 75Q (11937.330000 sec): 3 clusters
  Score: Raw -793754.610239 + Penalty 2971.552535 = -790783.057705
  nChanged 59
		SP:Iteration 76Q (11937.590000 sec): 3 clusters
  Score: Raw -793768.987092 + Penalty 2971.552535 = -790797.434558
  nChanged 54
		SP:Iteration 77Q (11937.810000 sec): 3 clusters
  Score: Raw -793782.116319 + Penalty 2971.552535 = -790810.563784
  nChanged 67
		SP:Iteration 78Q (11938.060000 sec): 3 clusters
  Score: Raw -793796.683284 + Penalty 2971.552535 = -790825.130750
  nChanged 60
		SP:Iteration 79Q (11938.360000 sec): 3 clusters
  Score: Raw -793812.374700 + Penalty 2971.552535 = -790840.822165
  nChanged 71
		SP:Iteration 80F (11938.530000 sec): 3 clusters
  Score: Raw -793833.008704 + Penalty 2971.552535 = -790861.456170
  nChanged 69
		SP:Iteration 81Q (11938.740000 sec): 3 clusters
  Score: Raw -793851.294182 + Penalty 2971.552535 = -790879.741647
  nChanged 66
		SP:Iteration 82Q (11938.980000 sec): 3 clusters
  Score: Raw -793870.384001 + Penalty 2971.552535 = -790898.831466
  nChanged 75
		SP:Iteration 83Q (11939.240000 sec): 3 clusters
  Score: Raw -793890.686752 + Penalty 2971.552535 = -790919.134217
  nChanged 59
		SP:Iteration 84Q (11939.460000 sec): 3 clusters
  Score: Raw -793909.495171 + Penalty 2971.552535 = -790937.942636
  nChanged 82
		SP:Iteration 85Q (11939.680000 sec): 3 clusters
  Score: Raw -793938.500256 + Penalty 2971.552535 = -790966.947721
  nChanged 84
		SP:Iteration 86Q (11939.920000 sec): 3 clusters
  Score: Raw -793967.189312 + Penalty 2971.552535 = -790995.636777
  nChanged 96
		SP:Iteration 87Q (11940.140000 sec): 3 clusters
  Score: Raw -794006.894932 + Penalty 2971.552535 = -791035.342397
  nChanged 100
		SP:Iteration 88Q (11940.330000 sec): 3 clusters
  Score: Raw -794049.468413 + Penalty 2971.552535 = -791077.915878
  nChanged 115
		SP:Iteration 89Q (11940.550000 sec): 3 clusters
  Score: Raw -794103.497618 + Penalty 2971.552535 = -791131.945083
  nChanged 100
		SP:Iteration 90Q (11940.750000 sec): 3 clusters
  Score: Raw -794150.117998 + Penalty 2971.552535 = -791178.565463
  nChanged 86
		SP:Iteration 91Q (11940.980000 sec): 3 clusters
  Score: Raw -794187.373840 + Penalty 2971.552535 = -791215.821305
  nChanged 81
		SP:Iteration 92Q (11941.210000 sec): 3 clusters
  Score: Raw -794224.243554 + Penalty 2971.552535 = -791252.691019
  nChanged 67
		SP:Iteration 93Q (11941.420000 sec): 3 clusters
  Score: Raw -794253.721516 + Penalty 2971.552535 = -791282.168981
  nChanged 52
		SP:Iteration 94Q (11941.660000 sec): 3 clusters
  Score: Raw -794270.245519 + Penalty 2971.552535 = -791298.692984
  nChanged 42
		SP:Iteration 95Q (11941.940000 sec): 3 clusters
  Score: Raw -794283.344383 + Penalty 2971.552535 = -791311.791849
  nChanged 37
		SP:Iteration 96Q (11942.120000 sec): 3 clusters
  Score: Raw -794296.421878 + Penalty 2971.552535 = -791324.869343
  nChanged 35
		SP:Iteration 97Q (11942.370000 sec): 3 clusters
  Score: Raw -794305.824009 + Penalty 2971.552535 = -791334.271474
  nChanged 24
		SP:Iteration 98Q (11942.550000 sec): 3 clusters
  Score: Raw -794314.813599 + Penalty 2971.552535 = -791343.261064
  nChanged 25
		SP:Iteration 99Q (11942.760000 sec): 3 clusters
  Score: Raw -794322.313987 + Penalty 2971.552535 = -791350.761452
  nChanged 17
		SP:Iteration 100F (11943.040000 sec): 3 clusters
  Score: Raw -794326.936271 + Penalty 2971.552535 = -791355.383736
  nChanged 20
		SP:Iteration 101Q (11943.260000 sec): 3 clusters
  Score: Raw -794334.719295 + Penalty 2971.552535 = -791363.166760
  nChanged 24
		SP:Iteration 102Q (11943.510000 sec): 3 clusters
  Score: Raw -794341.512442 + Penalty 2971.552535 = -791369.959907
  nChanged 20
		SP:Iteration 103Q (11943.770000 sec): 3 clusters
  Score: Raw -794347.257077 + Penalty 2971.552535 = -791375.704542
  nChanged 18
		SP:Iteration 104Q (11944.020000 sec): 3 clusters
  Score: Raw -794352.164479 + Penalty 2971.552535 = -791380.611944
  nChanged 11
		SP:Iteration 105Q (11944.230000 sec): 3 clusters
  Score: Raw -794356.710302 + Penalty 2971.552535 = -791385.157767
  nChanged 11
		SP:Iteration 106Q (11944.470000 sec): 3 clusters
  Score: Raw -794360.059836 + Penalty 2971.552535 = -791388.507301
  nChanged 13
		SP:Iteration 107Q (11944.650000 sec): 3 clusters
  Score: Raw -794363.647378 + Penalty 2971.552535 = -791392.094843
  nChanged 12
		SP:Iteration 108Q (11944.820000 sec): 3 clusters
  Score: Raw -794368.409329 + Penalty 2971.552535 = -791396.856794
  nChanged 13
		SP:Iteration 109Q (11945.010000 sec): 3 clusters
  Score: Raw -794373.044255 + Penalty 2971.552535 = -791401.491720
  nChanged 14
		SP:Iteration 110Q (11945.220000 sec): 3 clusters
  Score: Raw -794377.130893 + Penalty 2971.552535 = -791405.578358
  nChanged 17
		SP:Iteration 111Q (11945.460000 sec): 3 clusters
  Score: Raw -794382.292438 + Penalty 2971.552535 = -791410.739904
  nChanged 15
		SP:Iteration 112Q (11945.710000 sec): 3 clusters
  Score: Raw -794387.782476 + Penalty 2971.552535 = -791416.229941
  nChanged 12
		SP:Iteration 113Q (11945.870000 sec): 3 clusters
  Score: Raw -794391.273023 + Penalty 2971.552535 = -791419.720488
  nChanged 17
		SP:Iteration 114Q (11946.110000 sec): 3 clusters
  Score: Raw -794396.068817 + Penalty 2971.552535 = -791424.516282
  nChanged 19
		SP:Iteration 115Q (11946.330000 sec): 3 clusters
  Score: Raw -794401.449233 + Penalty 2971.552535 = -791429.896698
  nChanged 13
		SP:Iteration 116Q (11946.580000 sec): 3 clusters
  Score: Raw -794406.863377 + Penalty 2971.552535 = -791435.310842
  nChanged 11
		SP:Iteration 117Q (11946.770000 sec): 3 clusters
  Score: Raw -794411.382882 + Penalty 2971.552535 = -791439.830347
  nChanged 9
		SP:Iteration 118Q (11946.980000 sec): 3 clusters
  Score: Raw -794414.503725 + Penalty 2971.552535 = -791442.951191
  nChanged 7
		SP:Iteration 119Q (11947.250000 sec): 3 clusters
  Score: Raw -794416.185855 + Penalty 2971.552535 = -791444.633320
  nChanged 5
		SP:Iteration 120F (11947.480000 sec): 3 clusters
  Score: Raw -794417.539104 + Penalty 2971.552535 = -791445.986569
  nChanged 8
		SP:Iteration 121Q (11947.660000 sec): 3 clusters
  Score: Raw -794419.938713 + Penalty 2971.552535 = -791448.386178
  nChanged 7
		SP:Iteration 122Q (11947.870000 sec): 3 clusters
  Score: Raw -794422.232400 + Penalty 2971.552535 = -791450.679865
  nChanged 6
		SP:Iteration 123Q (11948.090000 sec): 3 clusters
  Score: Raw -794423.754722 + Penalty 2971.552535 = -791452.202187
  nChanged 2
		SP:Iteration 124Q (11948.310000 sec): 3 clusters
  Score: Raw -794424.327971 + Penalty 2971.552535 = -791452.775436
  nChanged 4
		SP:Iteration 125Q (11948.510000 sec): 3 clusters
  Score: Raw -794426.130292 + Penalty 2971.552535 = -791454.577757
  nChanged 2
		SP:Iteration 126Q (11948.820000 sec): 3 clusters
  Score: Raw -794426.606225 + Penalty 2971.552535 = -791455.053691
  nChanged 1
		SP:Iteration 127Q (11949.030000 sec): 3 clusters
  Score: Raw -794426.832229 + Penalty 2971.552535 = -791455.279694
  nChanged 2
		SP:Iteration 128Q (11949.280000 sec): 3 clusters
  Score: Raw -794427.286328 + Penalty 2971.552535 = -791455.733793
  nChanged 1
		SP:Iteration 129Q (11949.570000 sec): 3 clusters
  Score: Raw -794427.590485 + Penalty 2971.552535 = -791456.037950
  nChanged 2
		SP:Iteration 130Q (11949.790000 sec): 3 clusters
  Score: Raw -794428.346615 + Penalty 2971.552535 = -791456.794080
  nChanged 4
		SP:Iteration 131Q (11950.000000 sec): 3 clusters
  Score: Raw -794429.219800 + Penalty 2971.552535 = -791457.667266
  nChanged 7
		SP:Iteration 132Q (11950.230000 sec): 3 clusters
  Score: Raw -794431.357505 + Penalty 2971.552535 = -791459.804970
  nChanged 9
		SP:Iteration 133Q (11950.440000 sec): 3 clusters
  Score: Raw -794433.832131 + Penalty 2971.552535 = -791462.279596
  nChanged 7
		SP:Iteration 134Q (11950.670000 sec): 3 clusters
  Score: Raw -794435.458761 + Penalty 2971.552535 = -791463.906226
  nChanged 4
		SP:Iteration 135Q (11950.910000 sec): 3 clusters
  Score: Raw -794436.692620 + Penalty 2971.552535 = -791465.140085
  nChanged 5
		SP:Iteration 136Q (11951.160000 sec): 3 clusters
  Score: Raw -794438.136563 + Penalty 2971.552535 = -791466.584028
  nChanged 3
		SP:Iteration 137Q (11951.380000 sec): 3 clusters
  Score: Raw -794439.184912 + Penalty 2971.552535 = -791467.632377
  nChanged 4
		SP:Iteration 138Q (11951.550000 sec): 3 clusters
  Score: Raw -794440.478529 + Penalty 2971.552535 = -791468.925994
  nChanged 3
		SP:Iteration 139Q (11951.750000 sec): 3 clusters
  Score: Raw -794441.071344 + Penalty 2971.552535 = -791469.518810
  nChanged 1
		SP:Iteration 140F (11951.950000 sec): 3 clusters
  Score: Raw -794441.756696 + Penalty 2971.552535 = -791470.204161
  nChanged 2
		SP:Iteration 141Q (11952.170000 sec): 3 clusters
  Score: Raw -794442.388045 + Penalty 2971.552535 = -791470.835510
  nChanged 1
		SP:Iteration 142Q (11952.380000 sec): 3 clusters
  Score: Raw -794442.602321 + Penalty 2971.552535 = -791471.049786
  nChanged 0
		SP:Iteration 143F (11952.560000 sec): 3 clusters
  Score: Raw -794442.602321 + Penalty 2971.552535 = -791471.049786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11952.650000 sec): 2 clusters
  Score: Raw -36595.490713 + Penalty 993.832470 = -35601.658243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11952.820000 sec): 3 clusters
  Score: Raw -36569.378431 + Penalty 1987.664941 = -34581.713490
  nChanged 104
		SP:Iteration 1F (11952.930000 sec): 3 clusters
  Score: Raw -36717.175335 + Penalty 1987.664941 = -34729.510394
  nChanged 25
		SP:Iteration 2F (11953.100000 sec): 3 clusters
  Score: Raw -36752.537762 + Penalty 1987.664941 = -34764.872821
  nChanged 9
		SP:Iteration 3Q (11953.270000 sec): 3 clusters
  Score: Raw -36768.749911 + Penalty 1987.664941 = -34781.084970
  nChanged 6
		SP:Iteration 4Q (11953.510000 sec): 3 clusters
  Score: Raw -36780.494992 + Penalty 1987.664941 = -34792.830052
  nChanged 2
		SP:Iteration 5Q (11953.660000 sec): 3 clusters
  Score: Raw -36783.442361 + Penalty 1987.664941 = -34795.777420
  nChanged 0
		SP:Iteration 6F (11953.860000 sec): 3 clusters
  Score: Raw -36783.442361 + Penalty 1987.664941 = -34795.777420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11953.940000 sec): 2 clusters
  Score: Raw -435052.772561 + Penalty 1404.964949 = -433647.807612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11954.150000 sec): 3 clusters
  Score: Raw -432079.142239 + Penalty 2809.929898 = -429269.212341
  nChanged 2344
		SP:Iteration 1F (11954.390000 sec): 3 clusters
  Score: Raw -433431.535768 + Penalty 2809.929898 = -430621.605870
  nChanged 476
		SP:Iteration 2F (11954.580000 sec): 3 clusters
  Score: Raw -433815.938526 + Penalty 2809.929898 = -431006.008628
  nChanged 447
		SP:Iteration 3F (11954.750000 sec): 3 clusters
  Score: Raw -434195.874929 + Penalty 2809.929898 = -431385.945032
  nChanged 420
		SP:Iteration 4F (11954.970000 sec): 3 clusters
  Score: Raw -434528.128397 + Penalty 2809.929898 = -431718.198499
  nChanged 360
		SP:Iteration 5F (11955.180000 sec): 3 clusters
  Score: Raw -434779.054481 + Penalty 2809.929898 = -431969.124583
  nChanged 266
		SP:Iteration 6Q (11955.470000 sec): 3 clusters
  Score: Raw -434948.895389 + Penalty 2809.929898 = -432138.965491
  nChanged 194
		SP:Iteration 7Q (11955.670000 sec): 3 clusters
  Score: Raw -435053.277298 + Penalty 2809.929898 = -432243.347400
  nChanged 139
		SP:Iteration 8Q (11955.880000 sec): 3 clusters
  Score: Raw -435121.778478 + Penalty 2809.929898 = -432311.848580
  nChanged 89
		SP:Iteration 9Q (11956.110000 sec): 3 clusters
  Score: Raw -435155.937515 + Penalty 2809.929898 = -432346.007617
  nChanged 59
		SP:Iteration 10Q (11956.320000 sec): 3 clusters
  Score: Raw -435177.261308 + Penalty 2809.929898 = -432367.331410
  nChanged 44
		SP:Iteration 11Q (11956.500000 sec): 3 clusters
  Score: Raw -435191.315544 + Penalty 2809.929898 = -432381.385646
  nChanged 38
		SP:Iteration 12Q (11956.710000 sec): 3 clusters
  Score: Raw -435202.119255 + Penalty 2809.929898 = -432392.189357
  nChanged 37
		SP:Iteration 13Q (11956.930000 sec): 3 clusters
  Score: Raw -435215.468411 + Penalty 2809.929898 = -432405.538513
  nChanged 42
		SP:Iteration 14Q (11957.140000 sec): 3 clusters
  Score: Raw -435230.239568 + Penalty 2809.929898 = -432420.309670
  nChanged 31
		SP:Iteration 15Q (11957.350000 sec): 3 clusters
  Score: Raw -435237.407529 + Penalty 2809.929898 = -432427.477631
  nChanged 24
		SP:Iteration 16Q (11957.550000 sec): 3 clusters
  Score: Raw -435243.267075 + Penalty 2809.929898 = -432433.337177
  nChanged 27
		SP:Iteration 17Q (11957.720000 sec): 3 clusters
  Score: Raw -435251.279528 + Penalty 2809.929898 = -432441.349630
  nChanged 22
		SP:Iteration 18Q (11957.930000 sec): 3 clusters
  Score: Raw -435257.685996 + Penalty 2809.929898 = -432447.756098
  nChanged 20
		SP:Iteration 19Q (11958.130000 sec): 3 clusters
  Score: Raw -435264.186578 + Penalty 2809.929898 = -432454.256680
  nChanged 26
		SP:Iteration 20F (11958.280000 sec): 3 clusters
  Score: Raw -435271.467320 + Penalty 2809.929898 = -432461.537422
  nChanged 27
		SP:Iteration 21Q (11958.490000 sec): 3 clusters
  Score: Raw -435277.836817 + Penalty 2809.929898 = -432467.906919
  nChanged 19
		SP:Iteration 22Q (11958.650000 sec): 3 clusters
  Score: Raw -435283.844697 + Penalty 2809.929898 = -432473.914799
  nChanged 20
		SP:Iteration 23Q (11958.820000 sec): 3 clusters
  Score: Raw -435288.957697 + Penalty 2809.929898 = -432479.027800
  nChanged 9
		SP:Iteration 24Q (11959.000000 sec): 3 clusters
  Score: Raw -435291.401871 + Penalty 2809.929898 = -432481.471973
  nChanged 13
		SP:Iteration 25Q (11959.190000 sec): 3 clusters
  Score: Raw -435295.978463 + Penalty 2809.929898 = -432486.048565
  nChanged 16
		SP:Iteration 26Q (11959.410000 sec): 3 clusters
  Score: Raw -435301.378304 + Penalty 2809.929898 = -432491.448407
  nChanged 16
		SP:Iteration 27Q (11959.580000 sec): 3 clusters
  Score: Raw -435305.379963 + Penalty 2809.929898 = -432495.450065
  nChanged 11
		SP:Iteration 28Q (11959.750000 sec): 3 clusters
  Score: Raw -435307.876691 + Penalty 2809.929898 = -432497.946793
  nChanged 10
		SP:Iteration 29Q (11959.950000 sec): 3 clusters
  Score: Raw -435311.176660 + Penalty 2809.929898 = -432501.246762
  nChanged 10
		SP:Iteration 30Q (11960.120000 sec): 3 clusters
  Score: Raw -435313.386457 + Penalty 2809.929898 = -432503.456559
  nChanged 6
		SP:Iteration 31Q (11960.290000 sec): 3 clusters
  Score: Raw -435314.635161 + Penalty 2809.929898 = -432504.705263
  nChanged 4
		SP:Iteration 32Q (11960.440000 sec): 3 clusters
  Score: Raw -435315.606523 + Penalty 2809.929898 = -432505.676625
  nChanged 4
		SP:Iteration 33Q (11960.620000 sec): 3 clusters
  Score: Raw -435316.802742 + Penalty 2809.929898 = -432506.872845
  nChanged 4
		SP:Iteration 34Q (11960.790000 sec): 3 clusters
  Score: Raw -435317.781744 + Penalty 2809.929898 = -432507.851846
  nChanged 3
		SP:Iteration 35Q (11960.990000 sec): 3 clusters
  Score: Raw -435318.830522 + Penalty 2809.929898 = -432508.900624
  nChanged 6
		SP:Iteration 36Q (11961.210000 sec): 3 clusters
  Score: Raw -435320.394965 + Penalty 2809.929898 = -432510.465067
  nChanged 1
		SP:Iteration 37Q (11961.420000 sec): 3 clusters
  Score: Raw -435320.551005 + Penalty 2809.929898 = -432510.621108
  nChanged 1
		SP:Iteration 38Q (11961.640000 sec): 3 clusters
  Score: Raw -435320.724319 + Penalty 2809.929898 = -432510.794421
  nChanged 0
		SP:Iteration 39F (11961.830000 sec): 3 clusters
  Score: Raw -435320.724319 + Penalty 2809.929898 = -432510.794421
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11961.950000 sec): 2 clusters
  Score: Raw -354067.395666 + Penalty 1372.809336 = -352694.586330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11962.170000 sec): 3 clusters
  Score: Raw -351703.507379 + Penalty 2745.618672 = -348957.888707
  nChanged 1820
		SP:Iteration 1F (11962.350000 sec): 3 clusters
  Score: Raw -352941.118395 + Penalty 2745.618672 = -350195.499723
  nChanged 442
		SP:Iteration 2F (11962.530000 sec): 3 clusters
  Score: Raw -353317.604472 + Penalty 2745.618672 = -350571.985800
  nChanged 330
		SP:Iteration 3F (11962.680000 sec): 3 clusters
  Score: Raw -353569.054601 + Penalty 2745.618672 = -350823.435929
  nChanged 242
		SP:Iteration 4F (11962.880000 sec): 3 clusters
  Score: Raw -353737.041742 + Penalty 2745.618672 = -350991.423070
  nChanged 200
		SP:Iteration 5Q (11963.010000 sec): 3 clusters
  Score: Raw -353865.118014 + Penalty 2745.618672 = -351119.499342
  nChanged 139
		SP:Iteration 6Q (11963.150000 sec): 3 clusters
  Score: Raw -353938.707134 + Penalty 2745.618672 = -351193.088462
  nChanged 106
		SP:Iteration 7Q (11963.330000 sec): 3 clusters
  Score: Raw -353986.479324 + Penalty 2745.618672 = -351240.860652
  nChanged 78
		SP:Iteration 8Q (11963.520000 sec): 3 clusters
  Score: Raw -354014.252985 + Penalty 2745.618672 = -351268.634313
  nChanged 54
		SP:Iteration 9Q (11963.700000 sec): 3 clusters
  Score: Raw -354033.648278 + Penalty 2745.618672 = -351288.029606
  nChanged 56
		SP:Iteration 10Q (11963.890000 sec): 3 clusters
  Score: Raw -354051.657936 + Penalty 2745.618672 = -351306.039264
  nChanged 46
		SP:Iteration 11Q (11964.060000 sec): 3 clusters
  Score: Raw -354066.736855 + Penalty 2745.618672 = -351321.118183
  nChanged 45
		SP:Iteration 12Q (11964.230000 sec): 3 clusters
  Score: Raw -354081.535511 + Penalty 2745.618672 = -351335.916839
  nChanged 33
		SP:Iteration 13Q (11964.430000 sec): 3 clusters
  Score: Raw -354091.587376 + Penalty 2745.618672 = -351345.968704
  nChanged 30
		SP:Iteration 14Q (11964.610000 sec): 3 clusters
  Score: Raw -354100.819467 + Penalty 2745.618672 = -351355.200795
  nChanged 31
		SP:Iteration 15Q (11964.840000 sec): 3 clusters
  Score: Raw -354109.240860 + Penalty 2745.618672 = -351363.622187
  nChanged 25
		SP:Iteration 16Q (11965.080000 sec): 3 clusters
  Score: Raw -354115.932377 + Penalty 2745.618672 = -351370.313705
  nChanged 26
		SP:Iteration 17Q (11965.290000 sec): 3 clusters
  Score: Raw -354124.528894 + Penalty 2745.618672 = -351378.910222
  nChanged 26
		SP:Iteration 18Q (11965.470000 sec): 3 clusters
  Score: Raw -354133.093952 + Penalty 2745.618672 = -351387.475280
  nChanged 30
		SP:Iteration 19Q (11965.700000 sec): 3 clusters
  Score: Raw -354143.494414 + Penalty 2745.618672 = -351397.875742
  nChanged 28
		SP:Iteration 20F (11965.900000 sec): 3 clusters
  Score: Raw -354151.191732 + Penalty 2745.618672 = -351405.573060
  nChanged 30
		SP:Iteration 21Q (11966.090000 sec): 3 clusters
  Score: Raw -354159.906575 + Penalty 2745.618672 = -351414.287903
  nChanged 17
		SP:Iteration 22Q (11966.280000 sec): 3 clusters
  Score: Raw -354163.856022 + Penalty 2745.618672 = -351418.237350
  nChanged 17
		SP:Iteration 23Q (11966.490000 sec): 3 clusters
  Score: Raw -354168.599205 + Penalty 2745.618672 = -351422.980533
  nChanged 12
		SP:Iteration 24Q (11966.700000 sec): 3 clusters
  Score: Raw -354171.079852 + Penalty 2745.618672 = -351425.461180
  nChanged 9
		SP:Iteration 25Q (11966.930000 sec): 3 clusters
  Score: Raw -354173.601747 + Penalty 2745.618672 = -351427.983075
  nChanged 9
		SP:Iteration 26Q (11967.170000 sec): 3 clusters
  Score: Raw -354176.887367 + Penalty 2745.618672 = -351431.268695
  nChanged 10
		SP:Iteration 27Q (11967.390000 sec): 3 clusters
  Score: Raw -354179.912796 + Penalty 2745.618672 = -351434.294124
  nChanged 13
		SP:Iteration 28Q (11967.640000 sec): 3 clusters
  Score: Raw -354184.176138 + Penalty 2745.618672 = -351438.557466
  nChanged 16
		SP:Iteration 29Q (11967.830000 sec): 3 clusters
  Score: Raw -354192.136379 + Penalty 2745.618672 = -351446.517707
  nChanged 26
		SP:Iteration 30Q (11968.030000 sec): 3 clusters
  Score: Raw -354204.369064 + Penalty 2745.618672 = -351458.750392
  nChanged 28
		SP:Iteration 31Q (11968.210000 sec): 3 clusters
  Score: Raw -354216.671936 + Penalty 2745.618672 = -351471.053264
  nChanged 38
		SP:Iteration 32Q (11968.430000 sec): 3 clusters
  Score: Raw -354233.321211 + Penalty 2745.618672 = -351487.702539
  nChanged 36
		SP:Iteration 33Q (11968.610000 sec): 3 clusters
  Score: Raw -354244.728168 + Penalty 2745.618672 = -351499.109496
  nChanged 25
		SP:Iteration 34Q (11968.770000 sec): 3 clusters
  Score: Raw -354253.157998 + Penalty 2745.618672 = -351507.539326
  nChanged 30
		SP:Iteration 35Q (11968.970000 sec): 3 clusters
  Score: Raw -354261.952690 + Penalty 2745.618672 = -351516.334018
  nChanged 23
		SP:Iteration 36Q (11969.150000 sec): 3 clusters
  Score: Raw -354268.771875 + Penalty 2745.618672 = -351523.153203
  nChanged 27
		SP:Iteration 37Q (11969.330000 sec): 3 clusters
  Score: Raw -354276.813105 + Penalty 2745.618672 = -351531.194433
  nChanged 25
		SP:Iteration 38Q (11969.530000 sec): 3 clusters
  Score: Raw -354284.220027 + Penalty 2745.618672 = -351538.601355
  nChanged 16
		SP:Iteration 39Q (11969.740000 sec): 3 clusters
  Score: Raw -354288.288524 + Penalty 2745.618672 = -351542.669852
  nChanged 15
		SP:Iteration 40F (11969.930000 sec): 3 clusters
  Score: Raw -354292.572730 + Penalty 2745.618672 = -351546.954058
  nChanged 13
		SP:Iteration 41Q (11970.120000 sec): 3 clusters
  Score: Raw -354295.445557 + Penalty 2745.618672 = -351549.826885
  nChanged 11
		SP:Iteration 42Q (11970.360000 sec): 3 clusters
  Score: Raw -354298.158706 + Penalty 2745.618672 = -351552.540034
  nChanged 14
		SP:Iteration 43Q (11970.550000 sec): 3 clusters
  Score: Raw -354302.145790 + Penalty 2745.618672 = -351556.527118
  nChanged 20
		SP:Iteration 44Q (11970.750000 sec): 3 clusters
  Score: Raw -354309.502273 + Penalty 2745.618672 = -351563.883601
  nChanged 22
		SP:Iteration 45Q (11970.890000 sec): 3 clusters
  Score: Raw -354316.698534 + Penalty 2745.618672 = -351571.079862
  nChanged 23
		SP:Iteration 46Q (11971.080000 sec): 3 clusters
  Score: Raw -354324.665460 + Penalty 2745.618672 = -351579.046787
  nChanged 27
		SP:Iteration 47Q (11971.270000 sec): 3 clusters
  Score: Raw -354335.940045 + Penalty 2745.618672 = -351590.321373
  nChanged 35
		SP:Iteration 48Q (11971.460000 sec): 3 clusters
  Score: Raw -354350.577579 + Penalty 2745.618672 = -351604.958907
  nChanged 37
		SP:Iteration 49Q (11971.720000 sec): 3 clusters
  Score: Raw -354366.001618 + Penalty 2745.618672 = -351620.382946
  nChanged 33
		SP:Iteration 50Q (11971.890000 sec): 3 clusters
  Score: Raw -354383.428111 + Penalty 2745.618672 = -351637.809439
  nChanged 33
		SP:Iteration 51Q (11972.110000 sec): 3 clusters
  Score: Raw -354400.014484 + Penalty 2745.618672 = -351654.395812
  nChanged 35
		SP:Iteration 52Q (11972.310000 sec): 3 clusters
  Score: Raw -354424.452345 + Penalty 2745.618672 = -351678.833673
  nChanged 32
		SP:Iteration 53Q (11972.510000 sec): 3 clusters
  Score: Raw -354449.532401 + Penalty 2745.618672 = -351703.913729
  nChanged 48
		SP:Iteration 54Q (11972.690000 sec): 3 clusters
  Score: Raw -354470.321240 + Penalty 2745.618672 = -351724.702568
  nChanged 41
		SP:Iteration 55Q (11972.810000 sec): 3 clusters
  Score: Raw -354494.230143 + Penalty 2745.618672 = -351748.611470
  nChanged 42
		SP:Iteration 56Q (11972.940000 sec): 3 clusters
  Score: Raw -354515.109662 + Penalty 2745.618672 = -351769.490990
  nChanged 37
		SP:Iteration 57Q (11973.070000 sec): 3 clusters
  Score: Raw -354528.378176 + Penalty 2745.618672 = -351782.759504
  nChanged 25
		SP:Iteration 58Q (11973.190000 sec): 3 clusters
  Score: Raw -354537.924978 + Penalty 2745.618672 = -351792.306306
  nChanged 27
		SP:Iteration 59Q (11973.320000 sec): 3 clusters
  Score: Raw -354548.008381 + Penalty 2745.618672 = -351802.389709
  nChanged 16
		SP:Iteration 60F (11973.450000 sec): 3 clusters
  Score: Raw -354553.358357 + Penalty 2745.618672 = -351807.739685
  nChanged 17
		SP:Iteration 61Q (11973.570000 sec): 3 clusters
  Score: Raw -354560.721238 + Penalty 2745.618672 = -351815.102566
  nChanged 22
		SP:Iteration 62Q (11973.700000 sec): 3 clusters
  Score: Raw -354570.405397 + Penalty 2745.618672 = -351824.786725
  nChanged 23
		SP:Iteration 63Q (11973.830000 sec): 3 clusters
  Score: Raw -354579.837016 + Penalty 2745.618672 = -351834.218344
  nChanged 18
		SP:Iteration 64Q (11973.960000 sec): 3 clusters
  Score: Raw -354586.463885 + Penalty 2745.618672 = -351840.845213
  nChanged 21
		SP:Iteration 65Q (11974.080000 sec): 3 clusters
  Score: Raw -354592.445099 + Penalty 2745.618672 = -351846.826427
  nChanged 20
		SP:Iteration 66Q (11974.210000 sec): 3 clusters
  Score: Raw -354599.659792 + Penalty 2745.618672 = -351854.041120
  nChanged 13
		SP:Iteration 67Q (11974.340000 sec): 3 clusters
  Score: Raw -354603.030407 + Penalty 2745.618672 = -351857.411735
  nChanged 10
		SP:Iteration 68Q (11974.480000 sec): 3 clusters
  Score: Raw -354604.736684 + Penalty 2745.618672 = -351859.118012
  nChanged 4
		SP:Iteration 69Q (11974.620000 sec): 3 clusters
  Score: Raw -354605.588406 + Penalty 2745.618672 = -351859.969734
  nChanged 2
		SP:Iteration 70Q (11974.750000 sec): 3 clusters
  Score: Raw -354605.813433 + Penalty 2745.618672 = -351860.194761
  nChanged 3
		SP:Iteration 71Q (11974.880000 sec): 3 clusters
  Score: Raw -354606.843481 + Penalty 2745.618672 = -351861.224809
  nChanged 3
		SP:Iteration 72Q (11975.000000 sec): 3 clusters
  Score: Raw -354607.445135 + Penalty 2745.618672 = -351861.826463
  nChanged 4
		SP:Iteration 73Q (11975.130000 sec): 3 clusters
  Score: Raw -354608.053218 + Penalty 2745.618672 = -351862.434546
  nChanged 2
		SP:Iteration 74Q (11975.260000 sec): 3 clusters
  Score: Raw -354608.538207 + Penalty 2745.618672 = -351862.919535
  nChanged 3
		SP:Iteration 75Q (11975.390000 sec): 3 clusters
  Score: Raw -354608.981494 + Penalty 2745.618672 = -351863.362822
  nChanged 4
		SP:Iteration 76Q (11975.570000 sec): 3 clusters
  Score: Raw -354609.762107 + Penalty 2745.618672 = -351864.143435
  nChanged 2
		SP:Iteration 77Q (11975.690000 sec): 3 clusters
  Score: Raw -354610.032128 + Penalty 2745.618672 = -351864.413456
  nChanged 0
		SP:Iteration 78F (11975.830000 sec): 3 clusters
  Score: Raw -354610.032128 + Penalty 2745.618672 = -351864.413456
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11975.900000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11976.040000 sec): 3 clusters
  Score: Raw -42143.332824 + Penalty 2062.901493 = -40080.431331
  nChanged 152
		SP:Iteration 1F (11976.180000 sec): 3 clusters
  Score: Raw -42330.419803 + Penalty 2062.901493 = -40267.518309
  nChanged 40
		SP:Iteration 2F (11976.320000 sec): 3 clusters
  Score: Raw -42444.394381 + Penalty 2062.901493 = -40381.492888
  nChanged 24
		SP:Iteration 3Q (11976.470000 sec): 3 clusters
  Score: Raw -42527.865629 + Penalty 2062.901493 = -40464.964136
  nChanged 12
		SP:Iteration 4Q (11976.610000 sec): 3 clusters
  Score: Raw -42542.718353 + Penalty 2062.901493 = -40479.816860
  nChanged 6
		SP:Iteration 5Q (11976.750000 sec): 3 clusters
  Score: Raw -42551.788949 + Penalty 2062.901493 = -40488.887456
  nChanged 3
		SP:Iteration 6Q (11976.890000 sec): 3 clusters
  Score: Raw -42555.068150 + Penalty 2062.901493 = -40492.166657
  nChanged 3
		SP:Iteration 7Q (11977.030000 sec): 3 clusters
  Score: Raw -42559.778475 + Penalty 2062.901493 = -40496.876982
  nChanged 4
		SP:Iteration 8Q (11977.180000 sec): 3 clusters
  Score: Raw -42563.657955 + Penalty 2062.901493 = -40500.756462
  nChanged 4
		SP:Iteration 9Q (11977.320000 sec): 3 clusters
  Score: Raw -42569.237105 + Penalty 2062.901493 = -40506.335612
  nChanged 4
		SP:Iteration 10Q (11977.460000 sec): 3 clusters
  Score: Raw -42577.136530 + Penalty 2062.901493 = -40514.235037
  nChanged 1
		SP:Iteration 11Q (11977.600000 sec): 3 clusters
  Score: Raw -42578.761452 + Penalty 2062.901493 = -40515.859959
  nChanged 0
		SP:Iteration 12F (11977.740000 sec): 3 clusters
  Score: Raw -42578.761452 + Penalty 2062.901493 = -40515.859959
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11977.900000 sec): 2 clusters
  Score: Raw -1493044.444997 + Penalty 1593.526292 = -1491450.918705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11978.190000 sec): 3 clusters
  Score: Raw -1482263.697634 + Penalty 3187.052583 = -1479076.645051
  nChanged 8192
		SP:Iteration 1F (11978.470000 sec): 3 clusters
  Score: Raw -1486711.204413 + Penalty 3187.052583 = -1483524.151830
  nChanged 981
		SP:Iteration 2F (11978.720000 sec): 3 clusters
  Score: Raw -1487127.106905 + Penalty 3187.052583 = -1483940.054322
  nChanged 913
		SP:Iteration 3F (11978.970000 sec): 3 clusters
  Score: Raw -1487537.612356 + Penalty 3187.052583 = -1484350.559772
  nChanged 889
		SP:Iteration 4Q (11979.250000 sec): 3 clusters
  Score: Raw -1487952.087417 + Penalty 3187.052583 = -1484765.034834
  nChanged 844
		SP:Iteration 5Q (11979.570000 sec): 3 clusters
  Score: Raw -1488304.310351 + Penalty 3187.052583 = -1485117.257767
  nChanged 758
		SP:Iteration 6Q (11979.860000 sec): 3 clusters
  Score: Raw -1488614.963231 + Penalty 3187.052583 = -1485427.910648
  nChanged 691
		SP:Iteration 7Q (11980.130000 sec): 3 clusters
  Score: Raw -1488890.921518 + Penalty 3187.052583 = -1485703.868935
  nChanged 670
		SP:Iteration 8Q (11980.450000 sec): 3 clusters
  Score: Raw -1489168.609844 + Penalty 3187.052583 = -1485981.557261
  nChanged 632
		SP:Iteration 9Q (11980.770000 sec): 3 clusters
  Score: Raw -1489439.039874 + Penalty 3187.052583 = -1486251.987291
  nChanged 626
		SP:Iteration 10Q (11981.120000 sec): 3 clusters
  Score: Raw -1489713.008427 + Penalty 3187.052583 = -1486525.955843
  nChanged 594
		SP:Iteration 11Q (11981.400000 sec): 3 clusters
  Score: Raw -1489976.874241 + Penalty 3187.052583 = -1486789.821658
  nChanged 552
		SP:Iteration 12Q (11981.710000 sec): 3 clusters
  Score: Raw -1490221.947619 + Penalty 3187.052583 = -1487034.895036
  nChanged 499
		SP:Iteration 13Q (11982.030000 sec): 3 clusters
  Score: Raw -1490453.940624 + Penalty 3187.052583 = -1487266.888040
  nChanged 491
		SP:Iteration 14Q (11982.270000 sec): 3 clusters
  Score: Raw -1490679.202461 + Penalty 3187.052583 = -1487492.149877
  nChanged 433
		SP:Iteration 15Q (11982.570000 sec): 3 clusters
  Score: Raw -1490869.494942 + Penalty 3187.052583 = -1487682.442359
  nChanged 403
		SP:Iteration 16Q (11982.870000 sec): 3 clusters
  Score: Raw -1491032.182099 + Penalty 3187.052583 = -1487845.129516
  nChanged 364
		SP:Iteration 17Q (11983.210000 sec): 3 clusters
  Score: Raw -1491162.981522 + Penalty 3187.052583 = -1487975.928939
  nChanged 354
		SP:Iteration 18Q (11983.520000 sec): 3 clusters
  Score: Raw -1491289.571170 + Penalty 3187.052583 = -1488102.518587
  nChanged 328
		SP:Iteration 19Q (11983.830000 sec): 3 clusters
  Score: Raw -1491394.935856 + Penalty 3187.052583 = -1488207.883272
  nChanged 305
		SP:Iteration 20F (11984.090000 sec): 3 clusters
  Score: Raw -1491491.009455 + Penalty 3187.052583 = -1488303.956872
  nChanged 316
		SP:Iteration 21Q (11984.380000 sec): 3 clusters
  Score: Raw -1491595.988184 + Penalty 3187.052583 = -1488408.935600
  nChanged 307
		SP:Iteration 22Q (11984.650000 sec): 3 clusters
  Score: Raw -1491701.535375 + Penalty 3187.052583 = -1488514.482792
  nChanged 287
		SP:Iteration 23Q (11984.980000 sec): 3 clusters
  Score: Raw -1491804.743419 + Penalty 3187.052583 = -1488617.690836
  nChanged 293
		SP:Iteration 24Q (11985.220000 sec): 3 clusters
  Score: Raw -1491913.291988 + Penalty 3187.052583 = -1488726.239405
  nChanged 281
		SP:Iteration 25Q (11985.490000 sec): 3 clusters
  Score: Raw -1492023.337323 + Penalty 3187.052583 = -1488836.284740
  nChanged 285
		SP:Iteration 26Q (11985.790000 sec): 3 clusters
  Score: Raw -1492145.382573 + Penalty 3187.052583 = -1488958.329990
  nChanged 274
		SP:Iteration 27Q (11986.080000 sec): 3 clusters
  Score: Raw -1492271.535067 + Penalty 3187.052583 = -1489084.482484
  nChanged 259
		SP:Iteration 28Q (11986.360000 sec): 3 clusters
  Score: Raw -1492387.366060 + Penalty 3187.052583 = -1489200.313476
  nChanged 238
		SP:Iteration 29Q (11986.630000 sec): 3 clusters
  Score: Raw -1492498.068369 + Penalty 3187.052583 = -1489311.015785
  nChanged 217
		SP:Iteration 30Q (11986.910000 sec): 3 clusters
  Score: Raw -1492607.041116 + Penalty 3187.052583 = -1489419.988533
  nChanged 192
		SP:Iteration 31Q (11987.210000 sec): 3 clusters
  Score: Raw -1492708.099864 + Penalty 3187.052583 = -1489521.047281
  nChanged 167
		SP:Iteration 32Q (11987.530000 sec): 3 clusters
  Score: Raw -1492797.865240 + Penalty 3187.052583 = -1489610.812657
  nChanged 156
		SP:Iteration 33Q (11987.830000 sec): 3 clusters
  Score: Raw -1492877.134975 + Penalty 3187.052583 = -1489690.082392
  nChanged 132
		SP:Iteration 34Q (11988.100000 sec): 3 clusters
  Score: Raw -1492940.304824 + Penalty 3187.052583 = -1489753.252240
  nChanged 104
		SP:Iteration 35Q (11988.370000 sec): 3 clusters
  Score: Raw -1492988.266112 + Penalty 3187.052583 = -1489801.213529
  nChanged 81
		SP:Iteration 36Q (11988.690000 sec): 3 clusters
  Score: Raw -1493024.914880 + Penalty 3187.052583 = -1489837.862297
  nChanged 72
		SP:Iteration 37Q (11989.010000 sec): 3 clusters
  Score: Raw -1493060.431782 + Penalty 3187.052583 = -1489873.379199
  nChanged 65
		SP:Iteration 38Q (11989.280000 sec): 3 clusters
  Score: Raw -1493091.246719 + Penalty 3187.052583 = -1489904.194136
  nChanged 46
		SP:Iteration 39Q (11989.540000 sec): 3 clusters
  Score: Raw -1493112.656892 + Penalty 3187.052583 = -1489925.604309
  nChanged 42
		SP:Iteration 40F (11989.800000 sec): 3 clusters
  Score: Raw -1493132.587334 + Penalty 3187.052583 = -1489945.534751
  nChanged 36
		SP:Iteration 41Q (11990.040000 sec): 3 clusters
  Score: Raw -1493149.198643 + Penalty 3187.052583 = -1489962.146060
  nChanged 29
		SP:Iteration 42Q (11990.340000 sec): 3 clusters
  Score: Raw -1493162.344511 + Penalty 3187.052583 = -1489975.291928
  nChanged 20
		SP:Iteration 43Q (11990.590000 sec): 3 clusters
  Score: Raw -1493169.908940 + Penalty 3187.052583 = -1489982.856356
  nChanged 19
		SP:Iteration 44Q (11990.800000 sec): 3 clusters
  Score: Raw -1493176.660057 + Penalty 3187.052583 = -1489989.607474
  nChanged 19
		SP:Iteration 45Q (11991.110000 sec): 3 clusters
  Score: Raw -1493185.024271 + Penalty 3187.052583 = -1489997.971688
  nChanged 15
		SP:Iteration 46Q (11991.360000 sec): 3 clusters
  Score: Raw -1493191.961311 + Penalty 3187.052583 = -1490004.908728
  nChanged 13
		SP:Iteration 47Q (11991.670000 sec): 3 clusters
  Score: Raw -1493198.838130 + Penalty 3187.052583 = -1490011.785547
  nChanged 16
		SP:Iteration 48Q (11991.900000 sec): 3 clusters
  Score: Raw -1493204.555087 + Penalty 3187.052583 = -1490017.502504
  nChanged 10
		SP:Iteration 49Q (11992.210000 sec): 3 clusters
  Score: Raw -1493209.071101 + Penalty 3187.052583 = -1490022.018518
  nChanged 15
		SP:Iteration 50Q (11992.420000 sec): 3 clusters
  Score: Raw -1493216.765181 + Penalty 3187.052583 = -1490029.712598
  nChanged 11
		SP:Iteration 51Q (11992.710000 sec): 3 clusters
  Score: Raw -1493221.841181 + Penalty 3187.052583 = -1490034.788598
  nChanged 11
		SP:Iteration 52Q (11992.980000 sec): 3 clusters
  Score: Raw -1493227.108396 + Penalty 3187.052583 = -1490040.055813
  nChanged 12
		SP:Iteration 53Q (11993.210000 sec): 3 clusters
  Score: Raw -1493234.940601 + Penalty 3187.052583 = -1490047.888018
  nChanged 18
		SP:Iteration 54Q (11993.490000 sec): 3 clusters
  Score: Raw -1493244.277486 + Penalty 3187.052583 = -1490057.224903
  nChanged 16
		SP:Iteration 55Q (11993.770000 sec): 3 clusters
  Score: Raw -1493251.305868 + Penalty 3187.052583 = -1490064.253285
  nChanged 13
		SP:Iteration 56Q (11994.020000 sec): 3 clusters
  Score: Raw -1493256.358061 + Penalty 3187.052583 = -1490069.305477
  nChanged 5
		SP:Iteration 57Q (11994.280000 sec): 3 clusters
  Score: Raw -1493258.367247 + Penalty 3187.052583 = -1490071.314664
  nChanged 7
		SP:Iteration 58Q (11994.540000 sec): 3 clusters
  Score: Raw -1493261.637117 + Penalty 3187.052583 = -1490074.584533
  nChanged 5
		SP:Iteration 59Q (11994.870000 sec): 3 clusters
  Score: Raw -1493264.457832 + Penalty 3187.052583 = -1490077.405248
  nChanged 3
		SP:Iteration 60F (11995.170000 sec): 3 clusters
  Score: Raw -1493265.729030 + Penalty 3187.052583 = -1490078.676447
  nChanged 3
		SP:Iteration 61Q (11995.430000 sec): 3 clusters
  Score: Raw -1493266.953179 + Penalty 3187.052583 = -1490079.900596
  nChanged 4
		SP:Iteration 62Q (11995.700000 sec): 3 clusters
  Score: Raw -1493269.606076 + Penalty 3187.052583 = -1490082.553492
  nChanged 4
		SP:Iteration 63Q (11995.930000 sec): 3 clusters
  Score: Raw -1493272.516361 + Penalty 3187.052583 = -1490085.463778
  nChanged 3
		SP:Iteration 64Q (11996.190000 sec): 3 clusters
  Score: Raw -1493274.359622 + Penalty 3187.052583 = -1490087.307039
  nChanged 2
		SP:Iteration 65Q (11996.460000 sec): 3 clusters
  Score: Raw -1493275.578709 + Penalty 3187.052583 = -1490088.526126
  nChanged 3
		SP:Iteration 66Q (11996.710000 sec): 3 clusters
  Score: Raw -1493277.459269 + Penalty 3187.052583 = -1490090.406686
  nChanged 2
		SP:Iteration 67Q (11996.970000 sec): 3 clusters
  Score: Raw -1493279.175348 + Penalty 3187.052583 = -1490092.122765
  nChanged 4
		SP:Iteration 68Q (11997.220000 sec): 3 clusters
  Score: Raw -1493282.728638 + Penalty 3187.052583 = -1490095.676055
  nChanged 8
		SP:Iteration 69Q (11997.440000 sec): 3 clusters
  Score: Raw -1493287.485390 + Penalty 3187.052583 = -1490100.432807
  nChanged 5
		SP:Iteration 70Q (11997.730000 sec): 3 clusters
  Score: Raw -1493289.961736 + Penalty 3187.052583 = -1490102.909152
  nChanged 3
		SP:Iteration 71Q (11997.990000 sec): 3 clusters
  Score: Raw -1493292.269555 + Penalty 3187.052583 = -1490105.216971
  nChanged 6
		SP:Iteration 72Q (11998.200000 sec): 3 clusters
  Score: Raw -1493296.699561 + Penalty 3187.052583 = -1490109.646977
  nChanged 6
		SP:Iteration 73Q (11998.480000 sec): 3 clusters
  Score: Raw -1493302.848348 + Penalty 3187.052583 = -1490115.795765
  nChanged 5
		SP:Iteration 74Q (11998.710000 sec): 3 clusters
  Score: Raw -1493306.425629 + Penalty 3187.052583 = -1490119.373045
  nChanged 3
		SP:Iteration 75Q (11998.990000 sec): 3 clusters
  Score: Raw -1493307.516524 + Penalty 3187.052583 = -1490120.463941
  nChanged 2
		SP:Iteration 76Q (11999.250000 sec): 3 clusters
  Score: Raw -1493308.722295 + Penalty 3187.052583 = -1490121.669712
  nChanged 5
		SP:Iteration 77Q (11999.500000 sec): 3 clusters
  Score: Raw -1493311.891674 + Penalty 3187.052583 = -1490124.839091
  nChanged 2
		SP:Iteration 78Q (11999.790000 sec): 3 clusters
  Score: Raw -1493312.869366 + Penalty 3187.052583 = -1490125.816783
  nChanged 1
		SP:Iteration 79Q (12000.040000 sec): 3 clusters
  Score: Raw -1493313.396763 + Penalty 3187.052583 = -1490126.344180
  nChanged 2
		SP:Iteration 80F (12000.310000 sec): 3 clusters
  Score: Raw -1493313.937948 + Penalty 3187.052583 = -1490126.885365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12000.480000 sec): 2 clusters
  Score: Raw -62259.255314 + Penalty 1092.231676 = -61167.023637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12000.650000 sec): 3 clusters
  Score: Raw -61997.403604 + Penalty 2184.463353 = -59812.940251
  nChanged 224
		SP:Iteration 1F (12000.790000 sec): 3 clusters
  Score: Raw -62229.871515 + Penalty 2184.463353 = -60045.408162
  nChanged 69
		SP:Iteration 2F (12000.960000 sec): 3 clusters
  Score: Raw -62330.336565 + Penalty 2184.463353 = -60145.873212
  nChanged 34
		SP:Iteration 3Q (12001.190000 sec): 3 clusters
  Score: Raw -62379.384010 + Penalty 2184.463353 = -60194.920657
  nChanged 22
		SP:Iteration 4Q (12001.350000 sec): 3 clusters
  Score: Raw -62416.617051 + Penalty 2184.463353 = -60232.153698
  nChanged 16
		SP:Iteration 5Q (12001.530000 sec): 3 clusters
  Score: Raw -62441.686406 + Penalty 2184.463353 = -60257.223053
  nChanged 13
		SP:Iteration 6Q (12001.680000 sec): 3 clusters
  Score: Raw -62455.220175 + Penalty 2184.463353 = -60270.756822
  nChanged 7
		SP:Iteration 7Q (12001.890000 sec): 3 clusters
  Score: Raw -62468.732244 + Penalty 2184.463353 = -60284.268891
  nChanged 6
		SP:Iteration 8Q (12002.080000 sec): 3 clusters
  Score: Raw -62477.484961 + Penalty 2184.463353 = -60293.021608
  nChanged 7
		SP:Iteration 9Q (12002.270000 sec): 3 clusters
  Score: Raw -62482.691342 + Penalty 2184.463353 = -60298.227989
  nChanged 4
		SP:Iteration 10Q (12002.440000 sec): 3 clusters
  Score: Raw -62485.742057 + Penalty 2184.463353 = -60301.278704
  nChanged 4
		SP:Iteration 11Q (12002.660000 sec): 3 clusters
  Score: Raw -62487.646003 + Penalty 2184.463353 = -60303.182651
  nChanged 1
		SP:Iteration 12Q (12002.800000 sec): 3 clusters
  Score: Raw -62488.225066 + Penalty 2184.463353 = -60303.761714
  nChanged 1
		SP:Iteration 13Q (12003.010000 sec): 3 clusters
  Score: Raw -62488.919147 + Penalty 2184.463353 = -60304.455794
  nChanged 0
		SP:Iteration 14F (12003.150000 sec): 3 clusters
  Score: Raw -62488.919147 + Penalty 2184.463353 = -60304.455794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (8950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12003.300000 sec): 2 clusters
  Score: Raw -749409.577495 + Penalty 1478.653932 = -747930.923563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12003.580000 sec): 3 clusters
  Score: Raw -744435.886438 + Penalty 2957.307864 = -741478.578575
  nChanged 3849
		SP:Iteration 1F (12003.720000 sec): 3 clusters
  Score: Raw -746549.497378 + Penalty 2957.307864 = -743592.189514
  nChanged 546
		SP:Iteration 2F (12003.970000 sec): 3 clusters
  Score: Raw -746816.865840 + Penalty 2957.307864 = -743859.557977
  nChanged 486
		SP:Iteration 3F (12004.180000 sec): 3 clusters
  Score: Raw -747072.705898 + Penalty 2957.307864 = -744115.398035
  nChanged 437
		SP:Iteration 4Q (12004.380000 sec): 3 clusters
  Score: Raw -747306.119298 + Penalty 2957.307864 = -744348.811435
  nChanged 424
		SP:Iteration 5Q (12004.600000 sec): 3 clusters
  Score: Raw -747531.234348 + Penalty 2957.307864 = -744573.926484
  nChanged 409
		SP:Iteration 6Q (12004.770000 sec): 3 clusters
  Score: Raw -747745.955639 + Penalty 2957.307864 = -744788.647775
  nChanged 379
		SP:Iteration 7Q (12005.030000 sec): 3 clusters
  Score: Raw -747939.552313 + Penalty 2957.307864 = -744982.244450
  nChanged 320
		SP:Iteration 8Q (12005.320000 sec): 3 clusters
  Score: Raw -748133.256485 + Penalty 2957.307864 = -745175.948621
  nChanged 351
		SP:Iteration 9Q (12005.540000 sec): 3 clusters
  Score: Raw -748366.792557 + Penalty 2957.307864 = -745409.484694
  nChanged 325
		SP:Iteration 10Q (12005.800000 sec): 3 clusters
  Score: Raw -748591.623649 + Penalty 2957.307864 = -745634.315785
  nChanged 320
		SP:Iteration 11Q (12006.070000 sec): 3 clusters
  Score: Raw -748784.728599 + Penalty 2957.307864 = -745827.420735
  nChanged 289
		SP:Iteration 12Q (12006.250000 sec): 3 clusters
  Score: Raw -748952.136724 + Penalty 2957.307864 = -745994.828860
  nChanged 262
		SP:Iteration 13Q (12006.480000 sec): 3 clusters
  Score: Raw -749097.483689 + Penalty 2957.307864 = -746140.175826
  nChanged 211
		SP:Iteration 14Q (12006.680000 sec): 3 clusters
  Score: Raw -749200.860297 + Penalty 2957.307864 = -746243.552434
  nChanged 175
		SP:Iteration 15Q (12006.920000 sec): 3 clusters
  Score: Raw -749272.013054 + Penalty 2957.307864 = -746314.705191
  nChanged 153
		SP:Iteration 16Q (12007.150000 sec): 3 clusters
  Score: Raw -749340.257346 + Penalty 2957.307864 = -746382.949482
  nChanged 150
		SP:Iteration 17Q (12007.350000 sec): 3 clusters
  Score: Raw -749397.875900 + Penalty 2957.307864 = -746440.568037
  nChanged 137
		SP:Iteration 18Q (12007.560000 sec): 3 clusters
  Score: Raw -749442.243971 + Penalty 2957.307864 = -746484.936107
  nChanged 105
		SP:Iteration 19Q (12007.750000 sec): 3 clusters
  Score: Raw -749476.512869 + Penalty 2957.307864 = -746519.205006
  nChanged 105
		SP:Iteration 20F (12007.970000 sec): 3 clusters
  Score: Raw -749508.073223 + Penalty 2957.307864 = -746550.765359
  nChanged 93
		SP:Iteration 21Q (12008.230000 sec): 3 clusters
  Score: Raw -749538.806548 + Penalty 2957.307864 = -746581.498684
  nChanged 103
		SP:Iteration 22Q (12008.480000 sec): 3 clusters
  Score: Raw -749574.767197 + Penalty 2957.307864 = -746617.459334
  nChanged 93
		SP:Iteration 23Q (12008.660000 sec): 3 clusters
  Score: Raw -749606.992058 + Penalty 2957.307864 = -746649.684195
  nChanged 95
		SP:Iteration 24Q (12008.850000 sec): 3 clusters
  Score: Raw -749638.332483 + Penalty 2957.307864 = -746681.024620
  nChanged 86
		SP:Iteration 25Q (12009.040000 sec): 3 clusters
  Score: Raw -749666.408257 + Penalty 2957.307864 = -746709.100393
  nChanged 72
		SP:Iteration 26Q (12009.270000 sec): 3 clusters
  Score: Raw -749688.403184 + Penalty 2957.307864 = -746731.095320
  nChanged 68
		SP:Iteration 27Q (12009.520000 sec): 3 clusters
  Score: Raw -749707.691049 + Penalty 2957.307864 = -746750.383186
  nChanged 71
		SP:Iteration 28Q (12009.770000 sec): 3 clusters
  Score: Raw -749731.958639 + Penalty 2957.307864 = -746774.650776
  nChanged 79
		SP:Iteration 29Q (12010.030000 sec): 3 clusters
  Score: Raw -749763.215404 + Penalty 2957.307864 = -746805.907540
  nChanged 90
		SP:Iteration 30Q (12010.240000 sec): 3 clusters
  Score: Raw -749800.548966 + Penalty 2957.307864 = -746843.241102
  nChanged 80
		SP:Iteration 31Q (12010.450000 sec): 3 clusters
  Score: Raw -749834.363274 + Penalty 2957.307864 = -746877.055410
  nChanged 72
		SP:Iteration 32Q (12010.650000 sec): 3 clusters
  Score: Raw -749860.045450 + Penalty 2957.307864 = -746902.737586
  nChanged 63
		SP:Iteration 33Q (12010.860000 sec): 3 clusters
  Score: Raw -749885.905039 + Penalty 2957.307864 = -746928.597175
  nChanged 73
		SP:Iteration 34Q (12011.110000 sec): 3 clusters
  Score: Raw -749912.498069 + Penalty 2957.307864 = -746955.190205
  nChanged 63
		SP:Iteration 35Q (12011.320000 sec): 3 clusters
  Score: Raw -749937.661580 + Penalty 2957.307864 = -746980.353716
  nChanged 54
		SP:Iteration 36Q (12011.550000 sec): 3 clusters
  Score: Raw -749961.325244 + Penalty 2957.307864 = -747004.017380
  nChanged 56
		SP:Iteration 37Q (12011.720000 sec): 3 clusters
  Score: Raw -749984.875029 + Penalty 2957.307864 = -747027.567165
  nChanged 54
		SP:Iteration 38Q (12011.980000 sec): 3 clusters
  Score: Raw -750004.442911 + Penalty 2957.307864 = -747047.135047
  nChanged 43
		SP:Iteration 39Q (12012.200000 sec): 3 clusters
  Score: Raw -750021.741766 + Penalty 2957.307864 = -747064.433903
  nChanged 47
		SP:Iteration 40F (12012.430000 sec): 3 clusters
  Score: Raw -750040.941003 + Penalty 2957.307864 = -747083.633139
  nChanged 44
		SP:Iteration 41Q (12012.620000 sec): 3 clusters
  Score: Raw -750059.568512 + Penalty 2957.307864 = -747102.260648
  nChanged 34
		SP:Iteration 42Q (12012.840000 sec): 3 clusters
  Score: Raw -750072.256551 + Penalty 2957.307864 = -747114.948687
  nChanged 37
		SP:Iteration 43Q (12013.030000 sec): 3 clusters
  Score: Raw -750085.653644 + Penalty 2957.307864 = -747128.345781
  nChanged 33
		SP:Iteration 44Q (12013.260000 sec): 3 clusters
  Score: Raw -750098.859913 + Penalty 2957.307864 = -747141.552049
  nChanged 40
		SP:Iteration 45Q (12013.450000 sec): 3 clusters
  Score: Raw -750115.129790 + Penalty 2957.307864 = -747157.821926
  nChanged 32
		SP:Iteration 46Q (12013.670000 sec): 3 clusters
  Score: Raw -750130.454784 + Penalty 2957.307864 = -747173.146920
  nChanged 33
		SP:Iteration 47Q (12013.890000 sec): 3 clusters
  Score: Raw -750144.423811 + Penalty 2957.307864 = -747187.115947
  nChanged 34
		SP:Iteration 48Q (12014.090000 sec): 3 clusters
  Score: Raw -750161.136380 + Penalty 2957.307864 = -747203.828517
  nChanged 38
		SP:Iteration 49Q (12014.310000 sec): 3 clusters
  Score: Raw -750181.587890 + Penalty 2957.307864 = -747224.280026
  nChanged 42
		SP:Iteration 50Q (12014.560000 sec): 3 clusters
  Score: Raw -750203.026094 + Penalty 2957.307864 = -747245.718230
  nChanged 37
		SP:Iteration 51Q (12014.740000 sec): 3 clusters
  Score: Raw -750222.330146 + Penalty 2957.307864 = -747265.022282
  nChanged 28
		SP:Iteration 52Q (12014.970000 sec): 3 clusters
  Score: Raw -750236.887878 + Penalty 2957.307864 = -747279.580014
  nChanged 28
		SP:Iteration 53Q (12015.220000 sec): 3 clusters
  Score: Raw -750251.375295 + Penalty 2957.307864 = -747294.067431
  nChanged 21
		SP:Iteration 54Q (12015.410000 sec): 3 clusters
  Score: Raw -750260.274999 + Penalty 2957.307864 = -747302.967135
  nChanged 19
		SP:Iteration 55Q (12015.620000 sec): 3 clusters
  Score: Raw -750267.281860 + Penalty 2957.307864 = -747309.973996
  nChanged 13
		SP:Iteration 56Q (12015.850000 sec): 3 clusters
  Score: Raw -750271.160222 + Penalty 2957.307864 = -747313.852358
  nChanged 12
		SP:Iteration 57Q (12016.090000 sec): 3 clusters
  Score: Raw -750274.449445 + Penalty 2957.307864 = -747317.141581
  nChanged 6
		SP:Iteration 58Q (12016.270000 sec): 3 clusters
  Score: Raw -750276.401718 + Penalty 2957.307864 = -747319.093855
  nChanged 6
		SP:Iteration 59Q (12016.470000 sec): 3 clusters
  Score: Raw -750278.463617 + Penalty 2957.307864 = -747321.155753
  nChanged 10
		SP:Iteration 60F (12016.780000 sec): 3 clusters
  Score: Raw -750283.261858 + Penalty 2957.307864 = -747325.953995
  nChanged 10
		SP:Iteration 61Q (12017.010000 sec): 3 clusters
  Score: Raw -750286.538449 + Penalty 2957.307864 = -747329.230585
  nChanged 11
		SP:Iteration 62Q (12017.250000 sec): 3 clusters
  Score: Raw -750290.150874 + Penalty 2957.307864 = -747332.843010
  nChanged 10
		SP:Iteration 63Q (12017.450000 sec): 3 clusters
  Score: Raw -750293.139722 + Penalty 2957.307864 = -747335.831859
  nChanged 8
		SP:Iteration 64Q (12017.700000 sec): 3 clusters
  Score: Raw -750296.585000 + Penalty 2957.307864 = -747339.277136
  nChanged 9
		SP:Iteration 65Q (12017.930000 sec): 3 clusters
  Score: Raw -750299.591011 + Penalty 2957.307864 = -747342.283147
  nChanged 6
		SP:Iteration 66Q (12018.110000 sec): 3 clusters
  Score: Raw -750301.385172 + Penalty 2957.307864 = -747344.077309
  nChanged 2
		SP:Iteration 67Q (12018.320000 sec): 3 clusters
  Score: Raw -750301.814165 + Penalty 2957.307864 = -747344.506302
  nChanged 1
		SP:Iteration 68Q (12018.530000 sec): 3 clusters
  Score: Raw -750302.194062 + Penalty 2957.307864 = -747344.886198
  nChanged 0
		SP:Iteration 69F (12018.760000 sec): 3 clusters
  Score: Raw -750302.194062 + Penalty 2957.307864 = -747344.886198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12018.890000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12019.050000 sec): 3 clusters
  Score: Raw -63701.782505 + Penalty 2160.919979 = -61540.862526
  nChanged 222
		SP:Iteration 1F (12019.310000 sec): 3 clusters
  Score: Raw -63936.022047 + Penalty 2160.919979 = -61775.102068
  nChanged 56
		SP:Iteration 2F (12019.470000 sec): 3 clusters
  Score: Raw -64012.523287 + Penalty 2160.919979 = -61851.603308
  nChanged 30
		SP:Iteration 3Q (12019.690000 sec): 3 clusters
  Score: Raw -64047.876856 + Penalty 2160.919979 = -61886.956877
  nChanged 22
		SP:Iteration 4Q (12019.920000 sec): 3 clusters
  Score: Raw -64074.449696 + Penalty 2160.919979 = -61913.529717
  nChanged 13
		SP:Iteration 5Q (12020.120000 sec): 3 clusters
  Score: Raw -64086.982837 + Penalty 2160.919979 = -61926.062858
  nChanged 5
		SP:Iteration 6Q (12020.310000 sec): 3 clusters
  Score: Raw -64093.764273 + Penalty 2160.919979 = -61932.844295
  nChanged 5
		SP:Iteration 7Q (12020.490000 sec): 3 clusters
  Score: Raw -64098.997478 + Penalty 2160.919979 = -61938.077499
  nChanged 6
		SP:Iteration 8Q (12020.730000 sec): 3 clusters
  Score: Raw -64103.531414 + Penalty 2160.919979 = -61942.611435
  nChanged 2
		SP:Iteration 9Q (12020.950000 sec): 3 clusters
  Score: Raw -64105.418397 + Penalty 2160.919979 = -61944.498418
  nChanged 2
		SP:Iteration 10Q (12021.130000 sec): 3 clusters
  Score: Raw -64106.455480 + Penalty 2160.919979 = -61945.535501
  nChanged 2
		SP:Iteration 11Q (12021.310000 sec): 3 clusters
  Score: Raw -64109.625763 + Penalty 2160.919979 = -61948.705785
  nChanged 4
		SP:Iteration 12Q (12021.510000 sec): 3 clusters
  Score: Raw -64117.127257 + Penalty 2160.919979 = -61956.207278
  nChanged 7
		SP:Iteration 13Q (12021.690000 sec): 3 clusters
  Score: Raw -64126.445355 + Penalty 2160.919979 = -61965.525376
  nChanged 3
		SP:Iteration 14Q (12021.890000 sec): 3 clusters
  Score: Raw -64129.001980 + Penalty 2160.919979 = -61968.082001
  nChanged 2
		SP:Iteration 15Q (12022.100000 sec): 3 clusters
  Score: Raw -64129.849784 + Penalty 2160.919979 = -61968.929806
  nChanged 1
		SP:Iteration 16Q (12022.270000 sec): 3 clusters
  Score: Raw -64130.490844 + Penalty 2160.919979 = -61969.570865
  nChanged 2
		SP:Iteration 17Q (12022.440000 sec): 3 clusters
  Score: Raw -64132.972196 + Penalty 2160.919979 = -61972.052217
  nChanged 1
		SP:Iteration 18Q (12022.630000 sec): 3 clusters
  Score: Raw -64133.827617 + Penalty 2160.919979 = -61972.907638
  nChanged 1
		SP:Iteration 19Q (12022.790000 sec): 3 clusters
  Score: Raw -64134.802668 + Penalty 2160.919979 = -61973.882689
  nChanged 0
		SP:Iteration 20F (12023.000000 sec): 3 clusters
  Score: Raw -64134.802668 + Penalty 2160.919979 = -61973.882689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12023.130000 sec): 2 clusters
  Score: Raw -331141.577874 + Penalty 1356.752768 = -329784.825107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12023.320000 sec): 3 clusters
  Score: Raw -329049.402716 + Penalty 2713.505535 = -326335.897181
  nChanged 1669
		SP:Iteration 1F (12023.490000 sec): 3 clusters
  Score: Raw -329951.035077 + Penalty 2713.505535 = -327237.529542
  nChanged 319
		SP:Iteration 2F (12023.690000 sec): 3 clusters
  Score: Raw -330145.560245 + Penalty 2713.505535 = -327432.054710
  nChanged 232
		SP:Iteration 3F (12023.870000 sec): 3 clusters
  Score: Raw -330274.812237 + Penalty 2713.505535 = -327561.306702
  nChanged 188
		SP:Iteration 4Q (12024.040000 sec): 3 clusters
  Score: Raw -330385.570319 + Penalty 2713.505535 = -327672.064784
  nChanged 158
		SP:Iteration 5Q (12024.230000 sec): 3 clusters
  Score: Raw -330478.313776 + Penalty 2713.505535 = -327764.808241
  nChanged 147
		SP:Iteration 6Q (12024.360000 sec): 3 clusters
  Score: Raw -330555.331429 + Penalty 2713.505535 = -327841.825894
  nChanged 130
		SP:Iteration 7Q (12024.590000 sec): 3 clusters
  Score: Raw -330632.403364 + Penalty 2713.505535 = -327918.897829
  nChanged 136
		SP:Iteration 8Q (12024.790000 sec): 3 clusters
  Score: Raw -330709.060343 + Penalty 2713.505535 = -327995.554808
  nChanged 135
		SP:Iteration 9Q (12025.000000 sec): 3 clusters
  Score: Raw -330782.439468 + Penalty 2713.505535 = -328068.933933
  nChanged 108
		SP:Iteration 10Q (12025.200000 sec): 3 clusters
  Score: Raw -330852.336911 + Penalty 2713.505535 = -328138.831376
  nChanged 98
		SP:Iteration 11Q (12025.410000 sec): 3 clusters
  Score: Raw -330918.559969 + Penalty 2713.505535 = -328205.054434
  nChanged 116
		SP:Iteration 12Q (12025.610000 sec): 3 clusters
  Score: Raw -331007.223371 + Penalty 2713.505535 = -328293.717835
  nChanged 115
		SP:Iteration 13Q (12025.810000 sec): 3 clusters
  Score: Raw -331092.165557 + Penalty 2713.505535 = -328378.660022
  nChanged 112
		SP:Iteration 14Q (12026.010000 sec): 3 clusters
  Score: Raw -331163.775363 + Penalty 2713.505535 = -328450.269827
  nChanged 102
		SP:Iteration 15Q (12026.190000 sec): 3 clusters
  Score: Raw -331230.106324 + Penalty 2713.505535 = -328516.600789
  nChanged 90
		SP:Iteration 16Q (12026.330000 sec): 3 clusters
  Score: Raw -331286.649102 + Penalty 2713.505535 = -328573.143567
  nChanged 76
		SP:Iteration 17Q (12026.540000 sec): 3 clusters
  Score: Raw -331326.964418 + Penalty 2713.505535 = -328613.458883
  nChanged 57
		SP:Iteration 18Q (12026.720000 sec): 3 clusters
  Score: Raw -331357.244992 + Penalty 2713.505535 = -328643.739457
  nChanged 49
		SP:Iteration 19Q (12026.950000 sec): 3 clusters
  Score: Raw -331381.276551 + Penalty 2713.505535 = -328667.771016
  nChanged 46
		SP:Iteration 20F (12027.130000 sec): 3 clusters
  Score: Raw -331402.341096 + Penalty 2713.505535 = -328688.835561
  nChanged 45
		SP:Iteration 21Q (12027.290000 sec): 3 clusters
  Score: Raw -331426.369731 + Penalty 2713.505535 = -328712.864196
  nChanged 42
		SP:Iteration 22Q (12027.500000 sec): 3 clusters
  Score: Raw -331446.287925 + Penalty 2713.505535 = -328732.782390
  nChanged 35
		SP:Iteration 23Q (12027.660000 sec): 3 clusters
  Score: Raw -331467.829408 + Penalty 2713.505535 = -328754.323872
  nChanged 29
		SP:Iteration 24Q (12027.850000 sec): 3 clusters
  Score: Raw -331481.800689 + Penalty 2713.505535 = -328768.295153
  nChanged 27
		SP:Iteration 25Q (12028.040000 sec): 3 clusters
  Score: Raw -331492.251245 + Penalty 2713.505535 = -328778.745710
  nChanged 26
		SP:Iteration 26Q (12028.230000 sec): 3 clusters
  Score: Raw -331502.306702 + Penalty 2713.505535 = -328788.801167
  nChanged 23
		SP:Iteration 27Q (12028.410000 sec): 3 clusters
  Score: Raw -331510.423113 + Penalty 2713.505535 = -328796.917578
  nChanged 21
		SP:Iteration 28Q (12028.600000 sec): 3 clusters
  Score: Raw -331517.973633 + Penalty 2713.505535 = -328804.468098
  nChanged 16
		SP:Iteration 29Q (12028.820000 sec): 3 clusters
  Score: Raw -331523.877043 + Penalty 2713.505535 = -328810.371508
  nChanged 19
		SP:Iteration 30Q (12029.050000 sec): 3 clusters
  Score: Raw -331528.603593 + Penalty 2713.505535 = -328815.098058
  nChanged 13
		SP:Iteration 31Q (12029.240000 sec): 3 clusters
  Score: Raw -331532.318972 + Penalty 2713.505535 = -328818.813436
  nChanged 11
		SP:Iteration 32Q (12029.450000 sec): 3 clusters
  Score: Raw -331536.150539 + Penalty 2713.505535 = -328822.645004
  nChanged 11
		SP:Iteration 33Q (12029.610000 sec): 3 clusters
  Score: Raw -331543.425542 + Penalty 2713.505535 = -328829.920007
  nChanged 9
		SP:Iteration 34Q (12029.780000 sec): 3 clusters
  Score: Raw -331545.489081 + Penalty 2713.505535 = -328831.983546
  nChanged 5
		SP:Iteration 35Q (12029.990000 sec): 3 clusters
  Score: Raw -331547.609154 + Penalty 2713.505535 = -328834.103619
  nChanged 4
		SP:Iteration 36Q (12030.140000 sec): 3 clusters
  Score: Raw -331548.394512 + Penalty 2713.505535 = -328834.888977
  nChanged 3
		SP:Iteration 37Q (12030.330000 sec): 3 clusters
  Score: Raw -331548.856009 + Penalty 2713.505535 = -328835.350474
  nChanged 2
		SP:Iteration 38Q (12030.580000 sec): 3 clusters
  Score: Raw -331549.332561 + Penalty 2713.505535 = -328835.827026
  nChanged 3
		SP:Iteration 39Q (12030.800000 sec): 3 clusters
  Score: Raw -331550.371742 + Penalty 2713.505535 = -328836.866207
  nChanged 2
		SP:Iteration 40F (12030.990000 sec): 3 clusters
  Score: Raw -331550.861630 + Penalty 2713.505535 = -328837.356095
  nChanged 3
		SP:Iteration 41Q (12031.210000 sec): 3 clusters
  Score: Raw -331551.669202 + Penalty 2713.505535 = -328838.163667
  nChanged 3
		SP:Iteration 42Q (12031.370000 sec): 3 clusters
  Score: Raw -331552.534671 + Penalty 2713.505535 = -328839.029136
  nChanged 6
		SP:Iteration 43Q (12031.540000 sec): 3 clusters
  Score: Raw -331553.838661 + Penalty 2713.505535 = -328840.333126
  nChanged 5
		SP:Iteration 44Q (12031.690000 sec): 3 clusters
  Score: Raw -331555.685435 + Penalty 2713.505535 = -328842.179900
  nChanged 4
		SP:Iteration 45Q (12031.870000 sec): 3 clusters
  Score: Raw -331556.450786 + Penalty 2713.505535 = -328842.945251
  nChanged 3
		SP:Iteration 46Q (12032.100000 sec): 3 clusters
  Score: Raw -331557.281334 + Penalty 2713.505535 = -328843.775799
  nChanged 3
		SP:Iteration 47Q (12032.270000 sec): 3 clusters
  Score: Raw -331557.612999 + Penalty 2713.505535 = -328844.107463
  nChanged 3
		SP:Iteration 48Q (12032.390000 sec): 3 clusters
  Score: Raw -331558.001944 + Penalty 2713.505535 = -328844.496409
  nChanged 2
		SP:Iteration 49Q (12032.600000 sec): 3 clusters
  Score: Raw -331559.000383 + Penalty 2713.505535 = -328845.494848
  nChanged 3
		SP:Iteration 50Q (12032.830000 sec): 3 clusters
  Score: Raw -331560.781968 + Penalty 2713.505535 = -328847.276432
  nChanged 5
		SP:Iteration 51Q (12033.020000 sec): 3 clusters
  Score: Raw -331562.088308 + Penalty 2713.505535 = -328848.582773
  nChanged 6
		SP:Iteration 52Q (12033.250000 sec): 3 clusters
  Score: Raw -331564.071174 + Penalty 2713.505535 = -328850.565639
  nChanged 4
		SP:Iteration 53Q (12033.450000 sec): 3 clusters
  Score: Raw -331565.368287 + Penalty 2713.505535 = -328851.862752
  nChanged 5
		SP:Iteration 54Q (12033.670000 sec): 3 clusters
  Score: Raw -331567.037516 + Penalty 2713.505535 = -328853.531981
  nChanged 5
		SP:Iteration 55Q (12033.920000 sec): 3 clusters
  Score: Raw -331568.231043 + Penalty 2713.505535 = -328854.725508
  nChanged 2
		SP:Iteration 56Q (12034.100000 sec): 3 clusters
  Score: Raw -331568.658097 + Penalty 2713.505535 = -328855.152561
  nChanged 4
		SP:Iteration 57Q (12034.290000 sec): 3 clusters
  Score: Raw -331569.935381 + Penalty 2713.505535 = -328856.429845
  nChanged 2
		SP:Iteration 58Q (12034.490000 sec): 3 clusters
  Score: Raw -331570.584461 + Penalty 2713.505535 = -328857.078926
  nChanged 3
		SP:Iteration 59Q (12034.640000 sec): 3 clusters
  Score: Raw -331571.164387 + Penalty 2713.505535 = -328857.658852
  nChanged 1
		SP:Iteration 60F (12034.810000 sec): 3 clusters
  Score: Raw -331571.238464 + Penalty 2713.505535 = -328857.732929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12034.950000 sec): 2 clusters
  Score: Raw -119096.387608 + Penalty 1208.258678 = -117888.128929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12035.130000 sec): 3 clusters
  Score: Raw -118427.448080 + Penalty 2416.517356 = -116010.930724
  nChanged 578
		SP:Iteration 1F (12035.320000 sec): 3 clusters
  Score: Raw -118863.060523 + Penalty 2416.517356 = -116446.543166
  nChanged 145
		SP:Iteration 2F (12035.510000 sec): 3 clusters
  Score: Raw -118986.649992 + Penalty 2416.517356 = -116570.132635
  nChanged 79
		SP:Iteration 3Q (12035.680000 sec): 3 clusters
  Score: Raw -119061.202046 + Penalty 2416.517356 = -116644.684689
  nChanged 62
		SP:Iteration 4Q (12035.870000 sec): 3 clusters
  Score: Raw -119141.171310 + Penalty 2416.517356 = -116724.653954
  nChanged 65
		SP:Iteration 5Q (12036.090000 sec): 3 clusters
  Score: Raw -119203.027194 + Penalty 2416.517356 = -116786.509838
  nChanged 54
		SP:Iteration 6Q (12036.280000 sec): 3 clusters
  Score: Raw -119244.665487 + Penalty 2416.517356 = -116828.148131
  nChanged 36
		SP:Iteration 7Q (12036.450000 sec): 3 clusters
  Score: Raw -119275.334656 + Penalty 2416.517356 = -116858.817299
  nChanged 21
		SP:Iteration 8Q (12036.700000 sec): 3 clusters
  Score: Raw -119290.076240 + Penalty 2416.517356 = -116873.558883
  nChanged 21
		SP:Iteration 9Q (12036.890000 sec): 3 clusters
  Score: Raw -119305.223314 + Penalty 2416.517356 = -116888.705957
  nChanged 23
		SP:Iteration 10Q (12037.060000 sec): 3 clusters
  Score: Raw -119321.516507 + Penalty 2416.517356 = -116904.999151
  nChanged 23
		SP:Iteration 11Q (12037.300000 sec): 3 clusters
  Score: Raw -119334.099003 + Penalty 2416.517356 = -116917.581647
  nChanged 15
		SP:Iteration 12Q (12037.440000 sec): 3 clusters
  Score: Raw -119350.300478 + Penalty 2416.517356 = -116933.783121
  nChanged 19
		SP:Iteration 13Q (12037.650000 sec): 3 clusters
  Score: Raw -119366.189962 + Penalty 2416.517356 = -116949.672605
  nChanged 23
		SP:Iteration 14Q (12037.840000 sec): 3 clusters
  Score: Raw -119393.551624 + Penalty 2416.517356 = -116977.034267
  nChanged 31
		SP:Iteration 15Q (12038.050000 sec): 3 clusters
  Score: Raw -119415.737807 + Penalty 2416.517356 = -116999.220451
  nChanged 30
		SP:Iteration 16Q (12038.260000 sec): 3 clusters
  Score: Raw -119442.575376 + Penalty 2416.517356 = -117026.058020
  nChanged 41
		SP:Iteration 17Q (12038.390000 sec): 3 clusters
  Score: Raw -119470.137655 + Penalty 2416.517356 = -117053.620299
  nChanged 34
		SP:Iteration 18Q (12038.570000 sec): 3 clusters
  Score: Raw -119491.431026 + Penalty 2416.517356 = -117074.913669
  nChanged 26
		SP:Iteration 19Q (12038.770000 sec): 3 clusters
  Score: Raw -119506.696561 + Penalty 2416.517356 = -117090.179205
  nChanged 33
		SP:Iteration 20F (12038.890000 sec): 3 clusters
  Score: Raw -119533.860609 + Penalty 2416.517356 = -117117.343253
  nChanged 40
		SP:Iteration 21Q (12039.070000 sec): 3 clusters
  Score: Raw -119558.437746 + Penalty 2416.517356 = -117141.920389
  nChanged 29
		SP:Iteration 22Q (12039.290000 sec): 3 clusters
  Score: Raw -119576.200824 + Penalty 2416.517356 = -117159.683467
  nChanged 21
		SP:Iteration 23Q (12039.440000 sec): 3 clusters
  Score: Raw -119591.161937 + Penalty 2416.517356 = -117174.644580
  nChanged 15
		SP:Iteration 24Q (12039.650000 sec): 3 clusters
  Score: Raw -119600.239481 + Penalty 2416.517356 = -117183.722125
  nChanged 17
		SP:Iteration 25Q (12039.900000 sec): 3 clusters
  Score: Raw -119612.832543 + Penalty 2416.517356 = -117196.315186
  nChanged 17
		SP:Iteration 26Q (12040.080000 sec): 3 clusters
  Score: Raw -119626.005450 + Penalty 2416.517356 = -117209.488094
  nChanged 14
		SP:Iteration 27Q (12040.290000 sec): 3 clusters
  Score: Raw -119633.996742 + Penalty 2416.517356 = -117217.479386
  nChanged 12
		SP:Iteration 28Q (12040.450000 sec): 3 clusters
  Score: Raw -119641.906195 + Penalty 2416.517356 = -117225.388838
  nChanged 10
		SP:Iteration 29Q (12040.640000 sec): 3 clusters
  Score: Raw -119652.529338 + Penalty 2416.517356 = -117236.011982
  nChanged 8
		SP:Iteration 30Q (12040.870000 sec): 3 clusters
  Score: Raw -119656.396759 + Penalty 2416.517356 = -117239.879402
  nChanged 9
		SP:Iteration 31Q (12041.010000 sec): 3 clusters
  Score: Raw -119660.486867 + Penalty 2416.517356 = -117243.969510
  nChanged 7
		SP:Iteration 32Q (12041.200000 sec): 3 clusters
  Score: Raw -119664.855607 + Penalty 2416.517356 = -117248.338250
  nChanged 8
		SP:Iteration 33Q (12041.350000 sec): 3 clusters
  Score: Raw -119668.846592 + Penalty 2416.517356 = -117252.329235
  nChanged 11
		SP:Iteration 34Q (12041.520000 sec): 3 clusters
  Score: Raw -119678.739869 + Penalty 2416.517356 = -117262.222513
  nChanged 9
		SP:Iteration 35Q (12041.730000 sec): 3 clusters
  Score: Raw -119682.937094 + Penalty 2416.517356 = -117266.419737
  nChanged 5
		SP:Iteration 36Q (12041.860000 sec): 3 clusters
  Score: Raw -119684.185873 + Penalty 2416.517356 = -117267.668517
  nChanged 1
		SP:Iteration 37Q (12042.060000 sec): 3 clusters
  Score: Raw -119684.485761 + Penalty 2416.517356 = -117267.968405
  nChanged 0
		SP:Iteration 38F (12042.240000 sec): 3 clusters
  Score: Raw -119684.485761 + Penalty 2416.517356 = -117267.968405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12042.320000 sec): 2 clusters
  Score: Raw -224818.517642 + Penalty 1285.112913 = -223533.404728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12042.530000 sec): 3 clusters
  Score: Raw -223586.590704 + Penalty 2570.225827 = -221016.364877
  nChanged 1029
		SP:Iteration 1F (12042.740000 sec): 3 clusters
  Score: Raw -224281.972760 + Penalty 2570.225827 = -221711.746934
  nChanged 246
		SP:Iteration 2F (12042.900000 sec): 3 clusters
  Score: Raw -224487.227641 + Penalty 2570.225827 = -221917.001814
  nChanged 184
		SP:Iteration 3F (12043.060000 sec): 3 clusters
  Score: Raw -224659.447323 + Penalty 2570.225827 = -222089.221496
  nChanged 156
		SP:Iteration 4F (12043.290000 sec): 3 clusters
  Score: Raw -224790.272445 + Penalty 2570.225827 = -222220.046618
  nChanged 117
		SP:Iteration 5Q (12043.480000 sec): 3 clusters
  Score: Raw -224875.585681 + Penalty 2570.225827 = -222305.359854
  nChanged 80
		SP:Iteration 6Q (12043.640000 sec): 3 clusters
  Score: Raw -224927.038461 + Penalty 2570.225827 = -222356.812635
  nChanged 64
		SP:Iteration 7Q (12043.840000 sec): 3 clusters
  Score: Raw -224962.160018 + Penalty 2570.225827 = -222391.934192
  nChanged 49
		SP:Iteration 8Q (12043.990000 sec): 3 clusters
  Score: Raw -224987.866927 + Penalty 2570.225827 = -222417.641100
  nChanged 42
		SP:Iteration 9Q (12044.230000 sec): 3 clusters
  Score: Raw -225013.313567 + Penalty 2570.225827 = -222443.087740
  nChanged 35
		SP:Iteration 10Q (12044.410000 sec): 3 clusters
  Score: Raw -225030.995878 + Penalty 2570.225827 = -222460.770051
  nChanged 23
		SP:Iteration 11Q (12044.600000 sec): 3 clusters
  Score: Raw -225041.347739 + Penalty 2570.225827 = -222471.121912
  nChanged 14
		SP:Iteration 12Q (12044.780000 sec): 3 clusters
  Score: Raw -225047.338935 + Penalty 2570.225827 = -222477.113108
  nChanged 18
		SP:Iteration 13Q (12045.000000 sec): 3 clusters
  Score: Raw -225056.198026 + Penalty 2570.225827 = -222485.972199
  nChanged 12
		SP:Iteration 14Q (12045.210000 sec): 3 clusters
  Score: Raw -225060.792229 + Penalty 2570.225827 = -222490.566403
  nChanged 11
		SP:Iteration 15Q (12045.370000 sec): 3 clusters
  Score: Raw -225064.231220 + Penalty 2570.225827 = -222494.005393
  nChanged 5
		SP:Iteration 16Q (12045.570000 sec): 3 clusters
  Score: Raw -225066.255763 + Penalty 2570.225827 = -222496.029936
  nChanged 3
		SP:Iteration 17Q (12045.750000 sec): 3 clusters
  Score: Raw -225066.996219 + Penalty 2570.225827 = -222496.770392
  nChanged 2
		SP:Iteration 18Q (12045.880000 sec): 3 clusters
  Score: Raw -225067.701933 + Penalty 2570.225827 = -222497.476106
  nChanged 0
		SP:Iteration 19F (12046.070000 sec): 3 clusters
  Score: Raw -225067.701933 + Penalty 2570.225827 = -222497.476106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (6848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12046.210000 sec): 2 clusters
  Score: Raw -557601.404411 + Penalty 1435.153187 = -556166.251225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12046.400000 sec): 3 clusters
  Score: Raw -553804.342033 + Penalty 2870.306373 = -550934.035659
  nChanged 2972
		SP:Iteration 1F (12046.620000 sec): 3 clusters
  Score: Raw -555533.408514 + Penalty 2870.306373 = -552663.102141
  nChanged 510
		SP:Iteration 2F (12046.830000 sec): 3 clusters
  Score: Raw -555857.684521 + Penalty 2870.306373 = -552987.378148
  nChanged 464
		SP:Iteration 3F (12047.040000 sec): 3 clusters
  Score: Raw -556164.616499 + Penalty 2870.306373 = -553294.310126
  nChanged 422
		SP:Iteration 4F (12047.240000 sec): 3 clusters
  Score: Raw -556432.362766 + Penalty 2870.306373 = -553562.056393
  nChanged 357
		SP:Iteration 5F (12047.440000 sec): 3 clusters
  Score: Raw -556645.342659 + Penalty 2870.306373 = -553775.036285
  nChanged 303
		SP:Iteration 6Q (12047.650000 sec): 3 clusters
  Score: Raw -556822.589884 + Penalty 2870.306373 = -553952.283510
  nChanged 286
		SP:Iteration 7Q (12047.820000 sec): 3 clusters
  Score: Raw -557010.976639 + Penalty 2870.306373 = -554140.670266
  nChanged 291
		SP:Iteration 8Q (12047.980000 sec): 3 clusters
  Score: Raw -557185.854267 + Penalty 2870.306373 = -554315.547894
  nChanged 232
		SP:Iteration 9Q (12048.210000 sec): 3 clusters
  Score: Raw -557307.608763 + Penalty 2870.306373 = -554437.302389
  nChanged 184
		SP:Iteration 10Q (12048.450000 sec): 3 clusters
  Score: Raw -557398.166187 + Penalty 2870.306373 = -554527.859813
  nChanged 155
		SP:Iteration 11Q (12048.680000 sec): 3 clusters
  Score: Raw -557481.631730 + Penalty 2870.306373 = -554611.325357
  nChanged 137
		SP:Iteration 12Q (12048.880000 sec): 3 clusters
  Score: Raw -557555.447913 + Penalty 2870.306373 = -554685.141540
  nChanged 121
		SP:Iteration 13Q (12049.120000 sec): 3 clusters
  Score: Raw -557623.044053 + Penalty 2870.306373 = -554752.737680
  nChanged 104
		SP:Iteration 14Q (12049.330000 sec): 3 clusters
  Score: Raw -557683.333665 + Penalty 2870.306373 = -554813.027291
  nChanged 87
		SP:Iteration 15Q (12049.550000 sec): 3 clusters
  Score: Raw -557734.581149 + Penalty 2870.306373 = -554864.274776
  nChanged 74
		SP:Iteration 16Q (12049.780000 sec): 3 clusters
  Score: Raw -557778.470528 + Penalty 2870.306373 = -554908.164155
  nChanged 64
		SP:Iteration 17Q (12049.980000 sec): 3 clusters
  Score: Raw -557816.776541 + Penalty 2870.306373 = -554946.470168
  nChanged 47
		SP:Iteration 18Q (12050.220000 sec): 3 clusters
  Score: Raw -557846.213358 + Penalty 2870.306373 = -554975.906984
  nChanged 44
		SP:Iteration 19Q (12050.460000 sec): 3 clusters
  Score: Raw -557872.519126 + Penalty 2870.306373 = -555002.212753
  nChanged 37
		SP:Iteration 20F (12050.680000 sec): 3 clusters
  Score: Raw -557892.774561 + Penalty 2870.306373 = -555022.468187
  nChanged 20
		SP:Iteration 21Q (12050.930000 sec): 3 clusters
  Score: Raw -557903.722615 + Penalty 2870.306373 = -555033.416242
  nChanged 15
		SP:Iteration 22Q (12051.150000 sec): 3 clusters
  Score: Raw -557912.046858 + Penalty 2870.306373 = -555041.740484
  nChanged 15
		SP:Iteration 23Q (12051.370000 sec): 3 clusters
  Score: Raw -557918.240940 + Penalty 2870.306373 = -555047.934567
  nChanged 9
		SP:Iteration 24Q (12051.560000 sec): 3 clusters
  Score: Raw -557921.885976 + Penalty 2870.306373 = -555051.579602
  nChanged 3
		SP:Iteration 25Q (12051.810000 sec): 3 clusters
  Score: Raw -557923.054079 + Penalty 2870.306373 = -555052.747706
  nChanged 4
		SP:Iteration 26Q (12052.020000 sec): 3 clusters
  Score: Raw -557924.941781 + Penalty 2870.306373 = -555054.635407
  nChanged 2
		SP:Iteration 27Q (12052.230000 sec): 3 clusters
  Score: Raw -557925.398657 + Penalty 2870.306373 = -555055.092284
  nChanged 0
		SP:Iteration 28F (12052.420000 sec): 3 clusters
  Score: Raw -557925.398657 + Penalty 2870.306373 = -555055.092284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12052.530000 sec): 2 clusters
  Score: Raw -308581.921374 + Penalty 1359.610738 = -307222.310636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12052.680000 sec): 3 clusters
  Score: Raw -306442.327908 + Penalty 2719.221476 = -303723.106432
  nChanged 1708
		SP:Iteration 1F (12052.890000 sec): 3 clusters
  Score: Raw -307429.752239 + Penalty 2719.221476 = -304710.530764
  nChanged 363
		SP:Iteration 2F (12053.070000 sec): 3 clusters
  Score: Raw -307712.416927 + Penalty 2719.221476 = -304993.195452
  nChanged 298
		SP:Iteration 3F (12053.250000 sec): 3 clusters
  Score: Raw -307961.932014 + Penalty 2719.221476 = -305242.710538
  nChanged 253
		SP:Iteration 4F (12053.440000 sec): 3 clusters
  Score: Raw -308143.722835 + Penalty 2719.221476 = -305424.501359
  nChanged 188
		SP:Iteration 5Q (12053.670000 sec): 3 clusters
  Score: Raw -308268.021477 + Penalty 2719.221476 = -305548.800002
  nChanged 178
		SP:Iteration 6Q (12053.910000 sec): 3 clusters
  Score: Raw -308395.716227 + Penalty 2719.221476 = -305676.494751
  nChanged 153
		SP:Iteration 7Q (12054.150000 sec): 3 clusters
  Score: Raw -308493.696977 + Penalty 2719.221476 = -305774.475502
  nChanged 145
		SP:Iteration 8Q (12054.340000 sec): 3 clusters
  Score: Raw -308579.449112 + Penalty 2719.221476 = -305860.227636
  nChanged 127
		SP:Iteration 9Q (12054.600000 sec): 3 clusters
  Score: Raw -308648.234308 + Penalty 2719.221476 = -305929.012833
  nChanged 100
		SP:Iteration 10Q (12054.800000 sec): 3 clusters
  Score: Raw -308700.619630 + Penalty 2719.221476 = -305981.398154
  nChanged 85
		SP:Iteration 11Q (12055.060000 sec): 3 clusters
  Score: Raw -308745.834389 + Penalty 2719.221476 = -306026.612914
  nChanged 84
		SP:Iteration 12Q (12055.220000 sec): 3 clusters
  Score: Raw -308792.532440 + Penalty 2719.221476 = -306073.310965
  nChanged 75
		SP:Iteration 13Q (12055.420000 sec): 3 clusters
  Score: Raw -308841.538363 + Penalty 2719.221476 = -306122.316887
  nChanged 82
		SP:Iteration 14Q (12055.650000 sec): 3 clusters
  Score: Raw -308892.986413 + Penalty 2719.221476 = -306173.764937
  nChanged 62
		SP:Iteration 15Q (12055.830000 sec): 3 clusters
  Score: Raw -308929.719412 + Penalty 2719.221476 = -306210.497936
  nChanged 60
		SP:Iteration 16Q (12056.060000 sec): 3 clusters
  Score: Raw -308962.911022 + Penalty 2719.221476 = -306243.689547
  nChanged 40
		SP:Iteration 17Q (12056.270000 sec): 3 clusters
  Score: Raw -308990.832645 + Penalty 2719.221476 = -306271.611169
  nChanged 41
		SP:Iteration 18Q (12056.460000 sec): 3 clusters
  Score: Raw -309014.155633 + Penalty 2719.221476 = -306294.934157
  nChanged 30
		SP:Iteration 19Q (12056.640000 sec): 3 clusters
  Score: Raw -309027.557740 + Penalty 2719.221476 = -306308.336264
  nChanged 20
		SP:Iteration 20F (12056.860000 sec): 3 clusters
  Score: Raw -309039.215686 + Penalty 2719.221476 = -306319.994210
  nChanged 17
		SP:Iteration 21Q (12057.130000 sec): 3 clusters
  Score: Raw -309047.158546 + Penalty 2719.221476 = -306327.937070
  nChanged 14
		SP:Iteration 22Q (12057.320000 sec): 3 clusters
  Score: Raw -309054.386459 + Penalty 2719.221476 = -306335.164984
  nChanged 8
		SP:Iteration 23Q (12057.480000 sec): 3 clusters
  Score: Raw -309058.166322 + Penalty 2719.221476 = -306338.944846
  nChanged 7
		SP:Iteration 24Q (12057.610000 sec): 3 clusters
  Score: Raw -309061.128601 + Penalty 2719.221476 = -306341.907126
  nChanged 6
		SP:Iteration 25Q (12057.740000 sec): 3 clusters
  Score: Raw -309063.298758 + Penalty 2719.221476 = -306344.077283
  nChanged 1
		SP:Iteration 26Q (12057.880000 sec): 3 clusters
  Score: Raw -309063.894223 + Penalty 2719.221476 = -306344.672748
  nChanged 2
		SP:Iteration 27Q (12058.060000 sec): 3 clusters
  Score: Raw -309065.542721 + Penalty 2719.221476 = -306346.321245
  nChanged 9
		SP:Iteration 28Q (12058.240000 sec): 3 clusters
  Score: Raw -309067.922232 + Penalty 2719.221476 = -306348.700756
  nChanged 3
		SP:Iteration 29Q (12058.380000 sec): 3 clusters
  Score: Raw -309068.815382 + Penalty 2719.221476 = -306349.593906
  nChanged 3
		SP:Iteration 30Q (12058.520000 sec): 3 clusters
  Score: Raw -309069.376633 + Penalty 2719.221476 = -306350.155157
  nChanged 1
		SP:Iteration 31Q (12058.670000 sec): 3 clusters
  Score: Raw -309069.486588 + Penalty 2719.221476 = -306350.265112
  nChanged 0
		SP:Iteration 32F (12058.810000 sec): 3 clusters
  Score: Raw -309069.486588 + Penalty 2719.221476 = -306350.265112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12058.910000 sec): 2 clusters
  Score: Raw -270299.550315 + Penalty 1315.930648 = -268983.619668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12059.080000 sec): 3 clusters
  Score: Raw -268712.479928 + Penalty 2631.861296 = -266080.618633
  nChanged 1270
		SP:Iteration 1F (12059.250000 sec): 3 clusters
  Score: Raw -269435.246455 + Penalty 2631.861296 = -266803.385159
  nChanged 255
		SP:Iteration 2F (12059.400000 sec): 3 clusters
  Score: Raw -269611.295439 + Penalty 2631.861296 = -266979.434143
  nChanged 190
		SP:Iteration 3F (12059.550000 sec): 3 clusters
  Score: Raw -269719.435342 + Penalty 2631.861296 = -267087.574047
  nChanged 142
		SP:Iteration 4Q (12059.690000 sec): 3 clusters
  Score: Raw -269797.669124 + Penalty 2631.861296 = -267165.807828
  nChanged 122
		SP:Iteration 5Q (12059.830000 sec): 3 clusters
  Score: Raw -269866.257606 + Penalty 2631.861296 = -267234.396310
  nChanged 119
		SP:Iteration 6Q (12059.980000 sec): 3 clusters
  Score: Raw -269947.036140 + Penalty 2631.861296 = -267315.174845
  nChanged 127
		SP:Iteration 7Q (12060.120000 sec): 3 clusters
  Score: Raw -270042.599810 + Penalty 2631.861296 = -267410.738514
  nChanged 142
		SP:Iteration 8Q (12060.270000 sec): 3 clusters
  Score: Raw -270155.431792 + Penalty 2631.861296 = -267523.570496
  nChanged 150
		SP:Iteration 9Q (12060.410000 sec): 3 clusters
  Score: Raw -270275.053004 + Penalty 2631.861296 = -267643.191708
  nChanged 131
		SP:Iteration 10Q (12060.550000 sec): 3 clusters
  Score: Raw -270380.698744 + Penalty 2631.861296 = -267748.837448
  nChanged 111
		SP:Iteration 11Q (12060.700000 sec): 3 clusters
  Score: Raw -270467.735770 + Penalty 2631.861296 = -267835.874474
  nChanged 79
		SP:Iteration 12Q (12060.840000 sec): 3 clusters
  Score: Raw -270526.830873 + Penalty 2631.861296 = -267894.969578
  nChanged 53
		SP:Iteration 13Q (12060.990000 sec): 3 clusters
  Score: Raw -270566.349381 + Penalty 2631.861296 = -267934.488085
  nChanged 50
		SP:Iteration 14Q (12061.130000 sec): 3 clusters
  Score: Raw -270599.610027 + Penalty 2631.861296 = -267967.748732
  nChanged 33
		SP:Iteration 15Q (12061.270000 sec): 3 clusters
  Score: Raw -270619.540730 + Penalty 2631.861296 = -267987.679434
  nChanged 25
		SP:Iteration 16Q (12061.420000 sec): 3 clusters
  Score: Raw -270630.879155 + Penalty 2631.861296 = -267999.017860
  nChanged 10
		SP:Iteration 17Q (12061.560000 sec): 3 clusters
  Score: Raw -270636.581138 + Penalty 2631.861296 = -268004.719842
  nChanged 10
		SP:Iteration 18Q (12061.710000 sec): 3 clusters
  Score: Raw -270640.696487 + Penalty 2631.861296 = -268008.835192
  nChanged 8
		SP:Iteration 19Q (12061.850000 sec): 3 clusters
  Score: Raw -270644.849103 + Penalty 2631.861296 = -268012.987808
  nChanged 7
		SP:Iteration 20F (12061.990000 sec): 3 clusters
  Score: Raw -270648.187276 + Penalty 2631.861296 = -268016.325980
  nChanged 5
		SP:Iteration 21Q (12062.140000 sec): 3 clusters
  Score: Raw -270650.576323 + Penalty 2631.861296 = -268018.715028
  nChanged 10
		SP:Iteration 22Q (12062.280000 sec): 3 clusters
  Score: Raw -270656.774021 + Penalty 2631.861296 = -268024.912726
  nChanged 11
		SP:Iteration 23Q (12062.420000 sec): 3 clusters
  Score: Raw -270662.343150 + Penalty 2631.861296 = -268030.481854
  nChanged 11
		SP:Iteration 24Q (12062.570000 sec): 3 clusters
  Score: Raw -270666.881262 + Penalty 2631.861296 = -268035.019967
  nChanged 9
		SP:Iteration 25Q (12062.710000 sec): 3 clusters
  Score: Raw -270671.369636 + Penalty 2631.861296 = -268039.508340
  nChanged 6
		SP:Iteration 26Q (12062.850000 sec): 3 clusters
  Score: Raw -270673.555650 + Penalty 2631.861296 = -268041.694354
  nChanged 6
		SP:Iteration 27Q (12063.030000 sec): 3 clusters
  Score: Raw -270675.901627 + Penalty 2631.861296 = -268044.040331
  nChanged 3
		SP:Iteration 28Q (12063.210000 sec): 3 clusters
  Score: Raw -270677.483685 + Penalty 2631.861296 = -268045.622390
  nChanged 5
		SP:Iteration 29Q (12063.390000 sec): 3 clusters
  Score: Raw -270679.314460 + Penalty 2631.861296 = -268047.453164
  nChanged 4
		SP:Iteration 30Q (12063.580000 sec): 3 clusters
  Score: Raw -270681.013066 + Penalty 2631.861296 = -268049.151771
  nChanged 1
		SP:Iteration 31Q (12063.700000 sec): 3 clusters
  Score: Raw -270681.276860 + Penalty 2631.861296 = -268049.415564
  nChanged 0
		SP:Iteration 32F (12063.880000 sec): 3 clusters
  Score: Raw -270681.276860 + Penalty 2631.861296 = -268049.415564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12063.970000 sec): 2 clusters
  Score: Raw -22518.017391 + Penalty 983.846394 = -21534.170997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12064.180000 sec): 3 clusters
  Score: Raw -22495.787806 + Penalty 1967.692788 = -20528.095019
  nChanged 102
		SP:Iteration 1F (12064.370000 sec): 3 clusters
  Score: Raw -22699.924800 + Penalty 1967.692788 = -20732.232013
  nChanged 25
		SP:Iteration 2F (12064.530000 sec): 3 clusters
  Score: Raw -22772.521748 + Penalty 1967.692788 = -20804.828961
  nChanged 14
		SP:Iteration 3Q (12064.710000 sec): 3 clusters
  Score: Raw -22799.765374 + Penalty 1967.692788 = -20832.072586
  nChanged 6
		SP:Iteration 4Q (12064.890000 sec): 3 clusters
  Score: Raw -22806.847073 + Penalty 1967.692788 = -20839.154285
  nChanged 3
		SP:Iteration 5Q (12065.070000 sec): 3 clusters
  Score: Raw -22813.241561 + Penalty 1967.692788 = -20845.548773
  nChanged 4
		SP:Iteration 6Q (12065.300000 sec): 3 clusters
  Score: Raw -22819.081184 + Penalty 1967.692788 = -20851.388396
  nChanged 1
		SP:Iteration 7Q (12065.450000 sec): 3 clusters
  Score: Raw -22820.468408 + Penalty 1967.692788 = -20852.775621
  nChanged 0
		SP:Iteration 8F (12065.650000 sec): 3 clusters
  Score: Raw -22820.468408 + Penalty 1967.692788 = -20852.775621
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12065.780000 sec): 2 clusters
  Score: Raw -294871.830188 + Penalty 1333.658490 = -293538.171698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12065.970000 sec): 3 clusters
  Score: Raw -293098.937446 + Penalty 2667.316980 = -290431.620466
  nChanged 1387
		SP:Iteration 1F (12066.180000 sec): 3 clusters
  Score: Raw -293976.956502 + Penalty 2667.316980 = -291309.639522
  nChanged 280
		SP:Iteration 2F (12066.420000 sec): 3 clusters
  Score: Raw -294182.285101 + Penalty 2667.316980 = -291514.968122
  nChanged 224
		SP:Iteration 3F (12066.580000 sec): 3 clusters
  Score: Raw -294362.024981 + Penalty 2667.316980 = -291694.708001
  nChanged 209
		SP:Iteration 4F (12066.760000 sec): 3 clusters
  Score: Raw -294529.251727 + Penalty 2667.316980 = -291861.934747
  nChanged 187
		SP:Iteration 5F (12066.930000 sec): 3 clusters
  Score: Raw -294687.412969 + Penalty 2667.316980 = -292020.095990
  nChanged 167
		SP:Iteration 6Q (12067.080000 sec): 3 clusters
  Score: Raw -294829.258310 + Penalty 2667.316980 = -292161.941330
  nChanged 151
		SP:Iteration 7Q (12067.210000 sec): 3 clusters
  Score: Raw -294960.161127 + Penalty 2667.316980 = -292292.844148
  nChanged 136
		SP:Iteration 8Q (12067.400000 sec): 3 clusters
  Score: Raw -295063.524547 + Penalty 2667.316980 = -292396.207568
  nChanged 104
		SP:Iteration 9Q (12067.560000 sec): 3 clusters
  Score: Raw -295136.340559 + Penalty 2667.316980 = -292469.023579
  nChanged 87
		SP:Iteration 10Q (12067.800000 sec): 3 clusters
  Score: Raw -295183.370037 + Penalty 2667.316980 = -292516.053058
  nChanged 70
		SP:Iteration 11Q (12068.030000 sec): 3 clusters
  Score: Raw -295221.948490 + Penalty 2667.316980 = -292554.631510
  nChanged 58
		SP:Iteration 12Q (12068.220000 sec): 3 clusters
  Score: Raw -295256.186973 + Penalty 2667.316980 = -292588.869993
  nChanged 52
		SP:Iteration 13Q (12068.460000 sec): 3 clusters
  Score: Raw -295285.786180 + Penalty 2667.316980 = -292618.469200
  nChanged 39
		SP:Iteration 14Q (12068.670000 sec): 3 clusters
  Score: Raw -295304.301880 + Penalty 2667.316980 = -292636.984901
  nChanged 42
		SP:Iteration 15Q (12068.880000 sec): 3 clusters
  Score: Raw -295322.873589 + Penalty 2667.316980 = -292655.556609
  nChanged 38
		SP:Iteration 16Q (12069.060000 sec): 3 clusters
  Score: Raw -295343.737471 + Penalty 2667.316980 = -292676.420491
  nChanged 34
		SP:Iteration 17Q (12069.220000 sec): 3 clusters
  Score: Raw -295362.362793 + Penalty 2667.316980 = -292695.045813
  nChanged 27
		SP:Iteration 18Q (12069.400000 sec): 3 clusters
  Score: Raw -295375.263152 + Penalty 2667.316980 = -292707.946172
  nChanged 23
		SP:Iteration 19Q (12069.560000 sec): 3 clusters
  Score: Raw -295384.467354 + Penalty 2667.316980 = -292717.150375
  nChanged 17
		SP:Iteration 20F (12069.780000 sec): 3 clusters
  Score: Raw -295390.216973 + Penalty 2667.316980 = -292722.899994
  nChanged 19
		SP:Iteration 21Q (12069.940000 sec): 3 clusters
  Score: Raw -295398.919268 + Penalty 2667.316980 = -292731.602289
  nChanged 12
		SP:Iteration 22Q (12070.150000 sec): 3 clusters
  Score: Raw -295405.982877 + Penalty 2667.316980 = -292738.665897
  nChanged 13
		SP:Iteration 23Q (12070.300000 sec): 3 clusters
  Score: Raw -295412.374047 + Penalty 2667.316980 = -292745.057067
  nChanged 9
		SP:Iteration 24Q (12070.470000 sec): 3 clusters
  Score: Raw -295416.499711 + Penalty 2667.316980 = -292749.182731
  nChanged 17
		SP:Iteration 25Q (12070.640000 sec): 3 clusters
  Score: Raw -295422.347817 + Penalty 2667.316980 = -292755.030837
  nChanged 12
		SP:Iteration 26Q (12070.880000 sec): 3 clusters
  Score: Raw -295428.017415 + Penalty 2667.316980 = -292760.700435
  nChanged 11
		SP:Iteration 27Q (12071.040000 sec): 3 clusters
  Score: Raw -295434.721432 + Penalty 2667.316980 = -292767.404452
  nChanged 12
		SP:Iteration 28Q (12071.270000 sec): 3 clusters
  Score: Raw -295441.435601 + Penalty 2667.316980 = -292774.118621
  nChanged 12
		SP:Iteration 29Q (12071.440000 sec): 3 clusters
  Score: Raw -295444.886584 + Penalty 2667.316980 = -292777.569604
  nChanged 6
		SP:Iteration 30Q (12071.620000 sec): 3 clusters
  Score: Raw -295447.358495 + Penalty 2667.316980 = -292780.041515
  nChanged 4
		SP:Iteration 31Q (12071.810000 sec): 3 clusters
  Score: Raw -295449.371854 + Penalty 2667.316980 = -292782.054875
  nChanged 5
		SP:Iteration 32Q (12072.000000 sec): 3 clusters
  Score: Raw -295451.772026 + Penalty 2667.316980 = -292784.455046
  nChanged 12
		SP:Iteration 33Q (12072.210000 sec): 3 clusters
  Score: Raw -295455.229628 + Penalty 2667.316980 = -292787.912648
  nChanged 7
		SP:Iteration 34Q (12072.420000 sec): 3 clusters
  Score: Raw -295458.378326 + Penalty 2667.316980 = -292791.061347
  nChanged 6
		SP:Iteration 35Q (12072.630000 sec): 3 clusters
  Score: Raw -295459.831870 + Penalty 2667.316980 = -292792.514890
  nChanged 4
		SP:Iteration 36Q (12072.820000 sec): 3 clusters
  Score: Raw -295461.455289 + Penalty 2667.316980 = -292794.138309
  nChanged 6
		SP:Iteration 37Q (12072.980000 sec): 3 clusters
  Score: Raw -295464.771675 + Penalty 2667.316980 = -292797.454695
  nChanged 8
		SP:Iteration 38Q (12073.160000 sec): 3 clusters
  Score: Raw -295467.904897 + Penalty 2667.316980 = -292800.587918
  nChanged 7
		SP:Iteration 39Q (12073.330000 sec): 3 clusters
  Score: Raw -295470.882265 + Penalty 2667.316980 = -292803.565285
  nChanged 9
		SP:Iteration 40F (12073.510000 sec): 3 clusters
  Score: Raw -295476.485210 + Penalty 2667.316980 = -292809.168230
  nChanged 5
		SP:Iteration 41Q (12073.730000 sec): 3 clusters
  Score: Raw -295477.778192 + Penalty 2667.316980 = -292810.461212
  nChanged 3
		SP:Iteration 42Q (12073.900000 sec): 3 clusters
  Score: Raw -295478.775648 + Penalty 2667.316980 = -292811.458668
  nChanged 2
		SP:Iteration 43Q (12074.100000 sec): 3 clusters
  Score: Raw -295478.990124 + Penalty 2667.316980 = -292811.673145
  nChanged 0
		SP:Iteration 44F (12074.270000 sec): 3 clusters
  Score: Raw -295478.990124 + Penalty 2667.316980 = -292811.673145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12074.390000 sec): 2 clusters
  Score: Raw -1014315.804537 + Penalty 1530.557744 = -1012785.246793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12074.610000 sec): 3 clusters
  Score: Raw -1007167.821341 + Penalty 3061.115488 = -1004106.705852
  nChanged 5389
		SP:Iteration 1F (12074.850000 sec): 3 clusters
  Score: Raw -1010013.783853 + Penalty 3061.115488 = -1006952.668365
  nChanged 640
		SP:Iteration 2F (12075.100000 sec): 3 clusters
  Score: Raw -1010296.705048 + Penalty 3061.115488 = -1007235.589560
  nChanged 623
		SP:Iteration 3F (12075.360000 sec): 3 clusters
  Score: Raw -1010564.634329 + Penalty 3061.115488 = -1007503.518841
  nChanged 622
		SP:Iteration 4F (12075.600000 sec): 3 clusters
  Score: Raw -1010862.020072 + Penalty 3061.115488 = -1007800.904584
  nChanged 652
		SP:Iteration 5F (12075.890000 sec): 3 clusters
  Score: Raw -1011241.987093 + Penalty 3061.115488 = -1008180.871605
  nChanged 715
		SP:Iteration 6F (12076.110000 sec): 3 clusters
  Score: Raw -1011747.676243 + Penalty 3061.115488 = -1008686.560755
  nChanged 786
		SP:Iteration 7F (12076.330000 sec): 3 clusters
  Score: Raw -1012370.997377 + Penalty 3061.115488 = -1009309.881889
  nChanged 699
		SP:Iteration 8F (12076.570000 sec): 3 clusters
  Score: Raw -1012975.650086 + Penalty 3061.115488 = -1009914.534598
  nChanged 632
		SP:Iteration 9F (12076.840000 sec): 3 clusters
  Score: Raw -1013557.723493 + Penalty 3061.115488 = -1010496.608005
  nChanged 413
		SP:Iteration 10Q (12077.110000 sec): 3 clusters
  Score: Raw -1013948.786209 + Penalty 3061.115488 = -1010887.670721
  nChanged 236
		SP:Iteration 11Q (12077.370000 sec): 3 clusters
  Score: Raw -1014172.916537 + Penalty 3061.115488 = -1011111.801049
  nChanged 130
		SP:Iteration 12Q (12077.590000 sec): 3 clusters
  Score: Raw -1014301.645252 + Penalty 3061.115488 = -1011240.529764
  nChanged 69
		SP:Iteration 13Q (12077.820000 sec): 3 clusters
  Score: Raw -1014377.402255 + Penalty 3061.115488 = -1011316.286767
  nChanged 35
		SP:Iteration 14Q (12078.050000 sec): 3 clusters
  Score: Raw -1014424.191657 + Penalty 3061.115488 = -1011363.076169
  nChanged 28
		SP:Iteration 15Q (12078.290000 sec): 3 clusters
  Score: Raw -1014450.015552 + Penalty 3061.115488 = -1011388.900064
  nChanged 12
		SP:Iteration 16Q (12078.510000 sec): 3 clusters
  Score: Raw -1014466.885060 + Penalty 3061.115488 = -1011405.769572
  nChanged 7
		SP:Iteration 17Q (12078.730000 sec): 3 clusters
  Score: Raw -1014475.429128 + Penalty 3061.115488 = -1011414.313640
  nChanged 4
		SP:Iteration 18Q (12078.970000 sec): 3 clusters
  Score: Raw -1014478.764667 + Penalty 3061.115488 = -1011417.649179
  nChanged 3
		SP:Iteration 19Q (12079.220000 sec): 3 clusters
  Score: Raw -1014480.463258 + Penalty 3061.115488 = -1011419.347770
  nChanged 0
		SP:Iteration 20F (12079.500000 sec): 3 clusters
  Score: Raw -1014480.463258 + Penalty 3061.115488 = -1011419.347770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (91908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12079.920000 sec): 2 clusters
  Score: Raw -7876657.207455 + Penalty 1857.138295 = -7874800.069160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12080.450000 sec): 3 clusters
  Score: Raw -7817010.267287 + Penalty 3714.276591 = -7813295.990697
  nChanged 43805
		SP:Iteration 1F (12080.960000 sec): 3 clusters
  Score: Raw -7842660.572852 + Penalty 3714.276591 = -7838946.296261
  nChanged 3486
		SP:Iteration 2Q (12081.550000 sec): 3 clusters
  Score: Raw -7843738.986545 + Penalty 3714.276591 = -7840024.709954
  nChanged 3980
		SP:Iteration 3Q (12082.150000 sec): 3 clusters
  Score: Raw -7845333.541194 + Penalty 3714.276591 = -7841619.264603
  nChanged 4963
		SP:Iteration 4F (12082.720000 sec): 3 clusters
  Score: Raw -7847975.515669 + Penalty 3714.276591 = -7844261.239079
  nChanged 6268
		SP:Iteration 5F (12083.470000 sec): 3 clusters
  Score: Raw -7852351.820791 + Penalty 3714.276591 = -7848637.544200
  nChanged 7251
		SP:Iteration 6F (12084.210000 sec): 3 clusters
  Score: Raw -7858469.311260 + Penalty 3714.276591 = -7854755.034669
  nChanged 6939
		SP:Iteration 7F (12084.970000 sec): 3 clusters
  Score: Raw -7864914.162822 + Penalty 3714.276591 = -7861199.886232
  nChanged 5484
		SP:Iteration 8F (12085.710000 sec): 3 clusters
  Score: Raw -7870202.053843 + Penalty 3714.276591 = -7866487.777252
  nChanged 3503
		SP:Iteration 9Q (12086.320000 sec): 3 clusters
  Score: Raw -7873610.664961 + Penalty 3714.276591 = -7869896.388370
  nChanged 1921
		SP:Iteration 10Q (12087.040000 sec): 3 clusters
  Score: Raw -7875421.784070 + Penalty 3714.276591 = -7871707.507480
  nChanged 973
		SP:Iteration 11Q (12087.620000 sec): 3 clusters
  Score: Raw -7876358.824898 + Penalty 3714.276591 = -7872644.548308
  nChanged 502
		SP:Iteration 12Q (12088.200000 sec): 3 clusters
  Score: Raw -7876872.686114 + Penalty 3714.276591 = -7873158.409523
  nChanged 311
		SP:Iteration 13Q (12088.850000 sec): 3 clusters
  Score: Raw -7877171.453923 + Penalty 3714.276591 = -7873457.177332
  nChanged 208
		SP:Iteration 14Q (12089.470000 sec): 3 clusters
  Score: Raw -7877340.451152 + Penalty 3714.276591 = -7873626.174561
  nChanged 158
		SP:Iteration 15Q (12089.960000 sec): 3 clusters
  Score: Raw -7877446.563492 + Penalty 3714.276591 = -7873732.286902
  nChanged 137
		SP:Iteration 16Q (12090.500000 sec): 3 clusters
  Score: Raw -7877542.121055 + Penalty 3714.276591 = -7873827.844464
  nChanged 129
		SP:Iteration 17Q (12091.030000 sec): 3 clusters
  Score: Raw -7877614.084801 + Penalty 3714.276591 = -7873899.808210
  nChanged 87
		SP:Iteration 18Q (12091.550000 sec): 3 clusters
  Score: Raw -7877651.473594 + Penalty 3714.276591 = -7873937.197003
  nChanged 70
		SP:Iteration 19Q (12092.140000 sec): 3 clusters
  Score: Raw -7877678.077974 + Penalty 3714.276591 = -7873963.801384
  nChanged 68
		SP:Iteration 20F (12092.780000 sec): 3 clusters
  Score: Raw -7877716.107511 + Penalty 3714.276591 = -7874001.830920
  nChanged 71
		SP:Iteration 21Q (12093.300000 sec): 3 clusters
  Score: Raw -7877754.403109 + Penalty 3714.276591 = -7874040.126518
  nChanged 84
		SP:Iteration 22Q (12093.790000 sec): 3 clusters
  Score: Raw -7877790.203332 + Penalty 3714.276591 = -7874075.926741
  nChanged 75
		SP:Iteration 23Q (12094.370000 sec): 3 clusters
  Score: Raw -7877818.607417 + Penalty 3714.276591 = -7874104.330826
  nChanged 79
		SP:Iteration 24Q (12094.850000 sec): 3 clusters
  Score: Raw -7877848.920035 + Penalty 3714.276591 = -7874134.643444
  nChanged 75
		SP:Iteration 25Q (12095.450000 sec): 3 clusters
  Score: Raw -7877872.848954 + Penalty 3714.276591 = -7874158.572363
  nChanged 68
		SP:Iteration 26Q (12096.080000 sec): 3 clusters
  Score: Raw -7877894.102571 + Penalty 3714.276591 = -7874179.825980
  nChanged 66
		SP:Iteration 27Q (12096.690000 sec): 3 clusters
  Score: Raw -7877911.916725 + Penalty 3714.276591 = -7874197.640134
  nChanged 58
		SP:Iteration 28Q (12097.260000 sec): 3 clusters
  Score: Raw -7877929.575673 + Penalty 3714.276591 = -7874215.299082
  nChanged 45
		SP:Iteration 29Q (12097.880000 sec): 3 clusters
  Score: Raw -7877943.119618 + Penalty 3714.276591 = -7874228.843028
  nChanged 48
		SP:Iteration 30Q (12098.450000 sec): 3 clusters
  Score: Raw -7877955.816170 + Penalty 3714.276591 = -7874241.539580
  nChanged 44
		SP:Iteration 31Q (12098.940000 sec): 3 clusters
  Score: Raw -7877965.930449 + Penalty 3714.276591 = -7874251.653858
  nChanged 30
		SP:Iteration 32Q (12099.560000 sec): 3 clusters
  Score: Raw -7877971.080501 + Penalty 3714.276591 = -7874256.803910
  nChanged 28
		SP:Iteration 33Q (12100.110000 sec): 3 clusters
  Score: Raw -7877977.699749 + Penalty 3714.276591 = -7874263.423159
  nChanged 28
		SP:Iteration 34Q (12100.660000 sec): 3 clusters
  Score: Raw -7877982.693689 + Penalty 3714.276591 = -7874268.417098
  nChanged 22
		SP:Iteration 35Q (12101.240000 sec): 3 clusters
  Score: Raw -7877986.708278 + Penalty 3714.276591 = -7874272.431688
  nChanged 26
		SP:Iteration 36Q (12101.810000 sec): 3 clusters
  Score: Raw -7877990.834988 + Penalty 3714.276591 = -7874276.558398
  nChanged 21
		SP:Iteration 37Q (12102.340000 sec): 3 clusters
  Score: Raw -7877994.702936 + Penalty 3714.276591 = -7874280.426345
  nChanged 22
		SP:Iteration 38Q (12102.910000 sec): 3 clusters
  Score: Raw -7877999.247674 + Penalty 3714.276591 = -7874284.971084
  nChanged 16
		SP:Iteration 39Q (12103.490000 sec): 3 clusters
  Score: Raw -7878001.713164 + Penalty 3714.276591 = -7874287.436574
  nChanged 14
		SP:Iteration 40F (12104.270000 sec): 3 clusters
  Score: Raw -7878004.336078 + Penalty 3714.276591 = -7874290.059487
  nChanged 16
		SP:Iteration 41Q (12105.010000 sec): 3 clusters
  Score: Raw -7878006.445543 + Penalty 3714.276591 = -7874292.168952
  nChanged 14
		SP:Iteration 42Q (12105.610000 sec): 3 clusters
  Score: Raw -7878008.492835 + Penalty 3714.276591 = -7874294.216244
  nChanged 9
		SP:Iteration 43Q (12106.290000 sec): 3 clusters
  Score: Raw -7878009.608596 + Penalty 3714.276591 = -7874295.332006
  nChanged 5
		SP:Iteration 44Q (12106.870000 sec): 3 clusters
  Score: Raw -7878010.342045 + Penalty 3714.276591 = -7874296.065455
  nChanged 4
		SP:Iteration 45Q (12107.590000 sec): 3 clusters
  Score: Raw -7878010.860117 + Penalty 3714.276591 = -7874296.583526
  nChanged 5
		SP:Iteration 46Q (12108.200000 sec): 3 clusters
  Score: Raw -7878011.387450 + Penalty 3714.276591 = -7874297.110860
  nChanged 4
		SP:Iteration 47Q (12108.760000 sec): 3 clusters
  Score: Raw -7878011.980668 + Penalty 3714.276591 = -7874297.704078
  nChanged 6
		SP:Iteration 48Q (12109.270000 sec): 3 clusters
  Score: Raw -7878012.879246 + Penalty 3714.276591 = -7874298.602655
  nChanged 4
		SP:Iteration 49Q (12109.840000 sec): 3 clusters
  Score: Raw -7878013.446701 + Penalty 3714.276591 = -7874299.170110
  nChanged 2
		SP:Iteration 50Q (12110.370000 sec): 3 clusters
  Score: Raw -7878013.614604 + Penalty 3714.276591 = -7874299.338013
  nChanged 0
		SP:Iteration 51F (12111.010000 sec): 3 clusters
  Score: Raw -7878013.614604 + Penalty 3714.276591 = -7874299.338013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12111.130000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12111.320000 sec): 3 clusters
  Score: Raw -34140.868537 + Penalty 1965.395958 = -32175.472579
  nChanged 90
		SP:Iteration 1F (12111.550000 sec): 3 clusters
  Score: Raw -34279.084435 + Penalty 1965.395958 = -32313.688476
  nChanged 26
		SP:Iteration 2F (12111.750000 sec): 3 clusters
  Score: Raw -34332.396040 + Penalty 1965.395958 = -32367.000082
  nChanged 19
		SP:Iteration 3Q (12111.910000 sec): 3 clusters
  Score: Raw -34371.986204 + Penalty 1965.395958 = -32406.590246
  nChanged 12
		SP:Iteration 4Q (12112.070000 sec): 3 clusters
  Score: Raw -34395.368792 + Penalty 1965.395958 = -32429.972834
  nChanged 5
		SP:Iteration 5Q (12112.250000 sec): 3 clusters
  Score: Raw -34409.437635 + Penalty 1965.395958 = -32444.041676
  nChanged 9
		SP:Iteration 6Q (12112.410000 sec): 3 clusters
  Score: Raw -34425.977087 + Penalty 1965.395958 = -32460.581128
  nChanged 7
		SP:Iteration 7Q (12112.570000 sec): 3 clusters
  Score: Raw -34437.798085 + Penalty 1965.395958 = -32472.402127
  nChanged 8
		SP:Iteration 8Q (12112.710000 sec): 3 clusters
  Score: Raw -34459.332916 + Penalty 1965.395958 = -32493.936958
  nChanged 4
		SP:Iteration 9Q (12112.870000 sec): 3 clusters
  Score: Raw -34467.767379 + Penalty 1965.395958 = -32502.371421
  nChanged 6
		SP:Iteration 10Q (12113.010000 sec): 3 clusters
  Score: Raw -34487.967521 + Penalty 1965.395958 = -32522.571562
  nChanged 6
		SP:Iteration 11Q (12113.160000 sec): 3 clusters
  Score: Raw -34512.637658 + Penalty 1965.395958 = -32547.241700
  nChanged 5
		SP:Iteration 12Q (12113.320000 sec): 3 clusters
  Score: Raw -34533.935150 + Penalty 1965.395958 = -32568.539191
  nChanged 5
		SP:Iteration 13Q (12113.550000 sec): 3 clusters
  Score: Raw -34552.744367 + Penalty 1965.395958 = -32587.348409
  nChanged 6
		SP:Iteration 14Q (12113.690000 sec): 3 clusters
  Score: Raw -34577.251614 + Penalty 1965.395958 = -32611.855656
  nChanged 3
		SP:Iteration 15Q (12113.840000 sec): 3 clusters
  Score: Raw -34586.436324 + Penalty 1965.395958 = -32621.040366
  nChanged 4
		SP:Iteration 16Q (12113.990000 sec): 3 clusters
  Score: Raw -34603.090643 + Penalty 1965.395958 = -32637.694685
  nChanged 2
		SP:Iteration 17Q (12114.200000 sec): 3 clusters
  Score: Raw -34613.664159 + Penalty 1965.395958 = -32648.268201
  nChanged 2
		SP:Iteration 18Q (12114.350000 sec): 3 clusters
  Score: Raw -34626.841015 + Penalty 1965.395958 = -32661.445056
  nChanged 4
		SP:Iteration 19Q (12114.510000 sec): 3 clusters
  Score: Raw -34648.879803 + Penalty 1965.395958 = -32683.483844
  nChanged 3
		SP:Iteration 20F (12114.730000 sec): 3 clusters
  Score: Raw -34672.379176 + Penalty 1965.395958 = -32706.983217
  nChanged 2
		SP:Iteration 21Q (12114.900000 sec): 3 clusters
  Score: Raw -34675.639394 + Penalty 1965.395958 = -32710.243435
  nChanged 1
		SP:Iteration 22Q (12115.090000 sec): 3 clusters
  Score: Raw -34677.836027 + Penalty 1965.395958 = -32712.440069
  nChanged 1
		SP:Iteration 23Q (12115.270000 sec): 3 clusters
  Score: Raw -34679.227978 + Penalty 1965.395958 = -32713.832020
  nChanged 0
		SP:Iteration 24F (12115.410000 sec): 3 clusters
  Score: Raw -34679.227978 + Penalty 1965.395958 = -32713.832020
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12115.530000 sec): 2 clusters
  Score: Raw -258398.509522 + Penalty 1332.502218 = -257066.007304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12115.760000 sec): 3 clusters
  Score: Raw -256612.524598 + Penalty 2665.004436 = -253947.520162
  nChanged 1430
		SP:Iteration 1F (12115.950000 sec): 3 clusters
  Score: Raw -257656.722942 + Penalty 2665.004436 = -254991.718506
  nChanged 362
		SP:Iteration 2F (12116.170000 sec): 3 clusters
  Score: Raw -258020.443913 + Penalty 2665.004436 = -255355.439477
  nChanged 292
		SP:Iteration 3F (12116.360000 sec): 3 clusters
  Score: Raw -258329.774754 + Penalty 2665.004436 = -255664.770318
  nChanged 255
		SP:Iteration 4F (12116.590000 sec): 3 clusters
  Score: Raw -258605.632773 + Penalty 2665.004436 = -255940.628338
  nChanged 220
		SP:Iteration 5F (12116.790000 sec): 3 clusters
  Score: Raw -258843.058264 + Penalty 2665.004436 = -256178.053828
  nChanged 172
		SP:Iteration 6Q (12116.990000 sec): 3 clusters
  Score: Raw -258977.064176 + Penalty 2665.004436 = -256312.059740
  nChanged 108
		SP:Iteration 7Q (12117.150000 sec): 3 clusters
  Score: Raw -259054.012164 + Penalty 2665.004436 = -256389.007729
  nChanged 81
		SP:Iteration 8Q (12117.390000 sec): 3 clusters
  Score: Raw -259100.075227 + Penalty 2665.004436 = -256435.070791
  nChanged 72
		SP:Iteration 9Q (12117.570000 sec): 3 clusters
  Score: Raw -259134.630301 + Penalty 2665.004436 = -256469.625866
  nChanged 44
		SP:Iteration 10Q (12117.750000 sec): 3 clusters
  Score: Raw -259149.814144 + Penalty 2665.004436 = -256484.809708
  nChanged 34
		SP:Iteration 11Q (12117.970000 sec): 3 clusters
  Score: Raw -259162.305737 + Penalty 2665.004436 = -256497.301301
  nChanged 16
		SP:Iteration 12Q (12118.150000 sec): 3 clusters
  Score: Raw -259168.937413 + Penalty 2665.004436 = -256503.932978
  nChanged 12
		SP:Iteration 13Q (12118.340000 sec): 3 clusters
  Score: Raw -259174.656809 + Penalty 2665.004436 = -256509.652373
  nChanged 9
		SP:Iteration 14Q (12118.500000 sec): 3 clusters
  Score: Raw -259177.161891 + Penalty 2665.004436 = -256512.157455
  nChanged 6
		SP:Iteration 15Q (12118.710000 sec): 3 clusters
  Score: Raw -259178.378025 + Penalty 2665.004436 = -256513.373589
  nChanged 4
		SP:Iteration 16Q (12118.930000 sec): 3 clusters
  Score: Raw -259179.115941 + Penalty 2665.004436 = -256514.111505
  nChanged 1
		SP:Iteration 17Q (12119.160000 sec): 3 clusters
  Score: Raw -259179.371830 + Penalty 2665.004436 = -256514.367394
  nChanged 1
		SP:Iteration 18Q (12119.360000 sec): 3 clusters
  Score: Raw -259179.570642 + Penalty 2665.004436 = -256514.566206
  nChanged 1
		SP:Iteration 19Q (12119.560000 sec): 3 clusters
  Score: Raw -259179.740617 + Penalty 2665.004436 = -256514.736181
  nChanged 0
		SP:Iteration 20F (12119.740000 sec): 3 clusters
  Score: Raw -259179.740617 + Penalty 2665.004436 = -256514.736181
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12119.860000 sec): 2 clusters
  Score: Raw -278274.025791 + Penalty 1322.801275 = -276951.224516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12120.050000 sec): 3 clusters
  Score: Raw -276611.322645 + Penalty 2645.602551 = -273965.720094
  nChanged 1311
		SP:Iteration 1F (12120.250000 sec): 3 clusters
  Score: Raw -277368.314778 + Penalty 2645.602551 = -274722.712227
  nChanged 240
		SP:Iteration 2F (12120.440000 sec): 3 clusters
  Score: Raw -277493.200685 + Penalty 2645.602551 = -274847.598135
  nChanged 167
		SP:Iteration 3Q (12120.660000 sec): 3 clusters
  Score: Raw -277575.918923 + Penalty 2645.602551 = -274930.316372
  nChanged 105
		SP:Iteration 4Q (12120.830000 sec): 3 clusters
  Score: Raw -277627.550179 + Penalty 2645.602551 = -274981.947628
  nChanged 94
		SP:Iteration 5Q (12121.040000 sec): 3 clusters
  Score: Raw -277661.530786 + Penalty 2645.602551 = -275015.928235
  nChanged 73
		SP:Iteration 6Q (12121.260000 sec): 3 clusters
  Score: Raw -277689.572797 + Penalty 2645.602551 = -275043.970247
  nChanged 57
		SP:Iteration 7Q (12121.440000 sec): 3 clusters
  Score: Raw -277709.167038 + Penalty 2645.602551 = -275063.564488
  nChanged 36
		SP:Iteration 8Q (12121.640000 sec): 3 clusters
  Score: Raw -277722.759008 + Penalty 2645.602551 = -275077.156458
  nChanged 35
		SP:Iteration 9Q (12121.840000 sec): 3 clusters
  Score: Raw -277736.345325 + Penalty 2645.602551 = -275090.742774
  nChanged 42
		SP:Iteration 10Q (12122.030000 sec): 3 clusters
  Score: Raw -277752.053380 + Penalty 2645.602551 = -275106.450829
  nChanged 55
		SP:Iteration 11Q (12122.300000 sec): 3 clusters
  Score: Raw -277771.915265 + Penalty 2645.602551 = -275126.312715
  nChanged 40
		SP:Iteration 12Q (12122.460000 sec): 3 clusters
  Score: Raw -277786.330771 + Penalty 2645.602551 = -275140.728220
  nChanged 43
		SP:Iteration 13Q (12122.680000 sec): 3 clusters
  Score: Raw -277803.429640 + Penalty 2645.602551 = -275157.827090
  nChanged 40
		SP:Iteration 14Q (12122.860000 sec): 3 clusters
  Score: Raw -277819.400177 + Penalty 2645.602551 = -275173.797626
  nChanged 45
		SP:Iteration 15Q (12123.060000 sec): 3 clusters
  Score: Raw -277836.147363 + Penalty 2645.602551 = -275190.544812
  nChanged 45
		SP:Iteration 16Q (12123.220000 sec): 3 clusters
  Score: Raw -277850.970952 + Penalty 2645.602551 = -275205.368401
  nChanged 38
		SP:Iteration 17Q (12123.420000 sec): 3 clusters
  Score: Raw -277863.338732 + Penalty 2645.602551 = -275217.736182
  nChanged 27
		SP:Iteration 18Q (12123.580000 sec): 3 clusters
  Score: Raw -277871.944233 + Penalty 2645.602551 = -275226.341683
  nChanged 35
		SP:Iteration 19Q (12123.760000 sec): 3 clusters
  Score: Raw -277887.563098 + Penalty 2645.602551 = -275241.960547
  nChanged 46
		SP:Iteration 20F (12123.930000 sec): 3 clusters
  Score: Raw -277903.344568 + Penalty 2645.602551 = -275257.742017
  nChanged 43
		SP:Iteration 21Q (12124.160000 sec): 3 clusters
  Score: Raw -277923.819704 + Penalty 2645.602551 = -275278.217153
  nChanged 50
		SP:Iteration 22Q (12124.300000 sec): 3 clusters
  Score: Raw -277948.750289 + Penalty 2645.602551 = -275303.147738
  nChanged 45
		SP:Iteration 23Q (12124.520000 sec): 3 clusters
  Score: Raw -277967.470212 + Penalty 2645.602551 = -275321.867662
  nChanged 44
		SP:Iteration 24Q (12124.700000 sec): 3 clusters
  Score: Raw -277988.109244 + Penalty 2645.602551 = -275342.506694
  nChanged 44
		SP:Iteration 25Q (12124.870000 sec): 3 clusters
  Score: Raw -278016.554186 + Penalty 2645.602551 = -275370.951635
  nChanged 75
		SP:Iteration 26Q (12125.070000 sec): 3 clusters
  Score: Raw -278068.830038 + Penalty 2645.602551 = -275423.227487
  nChanged 69
		SP:Iteration 27Q (12125.310000 sec): 3 clusters
  Score: Raw -278110.578627 + Penalty 2645.602551 = -275464.976076
  nChanged 59
		SP:Iteration 28Q (12125.490000 sec): 3 clusters
  Score: Raw -278147.670047 + Penalty 2645.602551 = -275502.067497
  nChanged 52
		SP:Iteration 29Q (12125.720000 sec): 3 clusters
  Score: Raw -278181.870758 + Penalty 2645.602551 = -275536.268208
  nChanged 46
		SP:Iteration 30Q (12125.890000 sec): 3 clusters
  Score: Raw -278212.160075 + Penalty 2645.602551 = -275566.557524
  nChanged 39
		SP:Iteration 31Q (12126.090000 sec): 3 clusters
  Score: Raw -278238.017135 + Penalty 2645.602551 = -275592.414584
  nChanged 35
		SP:Iteration 32Q (12126.270000 sec): 3 clusters
  Score: Raw -278260.976524 + Penalty 2645.602551 = -275615.373973
  nChanged 35
		SP:Iteration 33Q (12126.500000 sec): 3 clusters
  Score: Raw -278284.826438 + Penalty 2645.602551 = -275639.223888
  nChanged 32
		SP:Iteration 34Q (12126.650000 sec): 3 clusters
  Score: Raw -278312.656008 + Penalty 2645.602551 = -275667.053458
  nChanged 30
		SP:Iteration 35Q (12126.810000 sec): 3 clusters
  Score: Raw -278333.155467 + Penalty 2645.602551 = -275687.552917
  nChanged 23
		SP:Iteration 36Q (12126.980000 sec): 3 clusters
  Score: Raw -278350.187629 + Penalty 2645.602551 = -275704.585078
  nChanged 16
		SP:Iteration 37Q (12127.170000 sec): 3 clusters
  Score: Raw -278363.175143 + Penalty 2645.602551 = -275717.572592
  nChanged 21
		SP:Iteration 38Q (12127.340000 sec): 3 clusters
  Score: Raw -278376.986747 + Penalty 2645.602551 = -275731.384197
  nChanged 16
		SP:Iteration 39Q (12127.500000 sec): 3 clusters
  Score: Raw -278390.688665 + Penalty 2645.602551 = -275745.086115
  nChanged 10
		SP:Iteration 40F (12127.680000 sec): 3 clusters
  Score: Raw -278398.317673 + Penalty 2645.602551 = -275752.715122
  nChanged 14
		SP:Iteration 41Q (12127.880000 sec): 3 clusters
  Score: Raw -278408.131976 + Penalty 2645.602551 = -275762.529426
  nChanged 9
		SP:Iteration 42Q (12128.080000 sec): 3 clusters
  Score: Raw -278413.711456 + Penalty 2645.602551 = -275768.108905
  nChanged 3
		SP:Iteration 43Q (12128.270000 sec): 3 clusters
  Score: Raw -278415.404603 + Penalty 2645.602551 = -275769.802052
  nChanged 3
		SP:Iteration 44Q (12128.460000 sec): 3 clusters
  Score: Raw -278417.229753 + Penalty 2645.602551 = -275771.627203
  nChanged 2
		SP:Iteration 45Q (12128.630000 sec): 3 clusters
  Score: Raw -278419.629086 + Penalty 2645.602551 = -275774.026536
  nChanged 4
		SP:Iteration 46Q (12128.870000 sec): 3 clusters
  Score: Raw -278422.376449 + Penalty 2645.602551 = -275776.773899
  nChanged 3
		SP:Iteration 47Q (12129.010000 sec): 3 clusters
  Score: Raw -278427.680039 + Penalty 2645.602551 = -275782.077488
  nChanged 5
		SP:Iteration 48Q (12129.200000 sec): 3 clusters
  Score: Raw -278432.308298 + Penalty 2645.602551 = -275786.705748
  nChanged 5
		SP:Iteration 49Q (12129.430000 sec): 3 clusters
  Score: Raw -278436.583600 + Penalty 2645.602551 = -275790.981049
  nChanged 7
		SP:Iteration 50Q (12129.620000 sec): 3 clusters
  Score: Raw -278440.625943 + Penalty 2645.602551 = -275795.023392
  nChanged 2
		SP:Iteration 51Q (12129.800000 sec): 3 clusters
  Score: Raw -278441.674768 + Penalty 2645.602551 = -275796.072218
  nChanged 3
		SP:Iteration 52Q (12130.050000 sec): 3 clusters
  Score: Raw -278443.498909 + Penalty 2645.602551 = -275797.896358
  nChanged 2
		SP:Iteration 53Q (12130.240000 sec): 3 clusters
  Score: Raw -278444.763025 + Penalty 2645.602551 = -275799.160474
  nChanged 2
		SP:Iteration 54Q (12130.430000 sec): 3 clusters
  Score: Raw -278445.611115 + Penalty 2645.602551 = -275800.008564
  nChanged 0
		SP:Iteration 55F (12130.590000 sec): 3 clusters
  Score: Raw -278445.611115 + Penalty 2645.602551 = -275800.008564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12130.700000 sec): 2 clusters
  Score: Raw -47506.896562 + Penalty 1058.881375 = -46448.015188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12130.870000 sec): 3 clusters
  Score: Raw -47407.440982 + Penalty 2117.762750 = -45289.678232
  nChanged 190
		SP:Iteration 1F (12131.050000 sec): 3 clusters
  Score: Raw -47643.751543 + Penalty 2117.762750 = -45525.988793
  nChanged 58
		SP:Iteration 2F (12131.160000 sec): 3 clusters
  Score: Raw -47776.386484 + Penalty 2117.762750 = -45658.623734
  nChanged 40
		SP:Iteration 3F (12131.310000 sec): 3 clusters
  Score: Raw -47869.365534 + Penalty 2117.762750 = -45751.602784
  nChanged 26
		SP:Iteration 4Q (12131.450000 sec): 3 clusters
  Score: Raw -47909.701771 + Penalty 2117.762750 = -45791.939021
  nChanged 16
		SP:Iteration 5Q (12131.590000 sec): 3 clusters
  Score: Raw -47937.319291 + Penalty 2117.762750 = -45819.556542
  nChanged 14
		SP:Iteration 6Q (12131.740000 sec): 3 clusters
  Score: Raw -47951.206310 + Penalty 2117.762750 = -45833.443561
  nChanged 9
		SP:Iteration 7Q (12131.880000 sec): 3 clusters
  Score: Raw -47963.143995 + Penalty 2117.762750 = -45845.381245
  nChanged 8
		SP:Iteration 8Q (12132.020000 sec): 3 clusters
  Score: Raw -47980.108473 + Penalty 2117.762750 = -45862.345723
  nChanged 10
		SP:Iteration 9Q (12132.170000 sec): 3 clusters
  Score: Raw -48000.771242 + Penalty 2117.762750 = -45883.008493
  nChanged 8
		SP:Iteration 10Q (12132.310000 sec): 3 clusters
  Score: Raw -48009.185584 + Penalty 2117.762750 = -45891.422834
  nChanged 4
		SP:Iteration 11Q (12132.480000 sec): 3 clusters
  Score: Raw -48019.728477 + Penalty 2117.762750 = -45901.965727
  nChanged 5
		SP:Iteration 12Q (12132.650000 sec): 3 clusters
  Score: Raw -48024.933805 + Penalty 2117.762750 = -45907.171055
  nChanged 3
		SP:Iteration 13Q (12132.850000 sec): 3 clusters
  Score: Raw -48030.229165 + Penalty 2117.762750 = -45912.466415
  nChanged 3
		SP:Iteration 14Q (12133.030000 sec): 3 clusters
  Score: Raw -48032.928967 + Penalty 2117.762750 = -45915.166217
  nChanged 0
		SP:Iteration 15F (12133.180000 sec): 3 clusters
  Score: Raw -48032.928967 + Penalty 2117.762750 = -45915.166217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12133.270000 sec): 2 clusters
  Score: Raw -172721.641661 + Penalty 1254.935096 = -171466.706565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12133.420000 sec): 3 clusters
  Score: Raw -171765.172164 + Penalty 2509.870193 = -169255.301971
  nChanged 828
		SP:Iteration 1F (12133.560000 sec): 3 clusters
  Score: Raw -172343.427143 + Penalty 2509.870193 = -169833.556950
  nChanged 211
		SP:Iteration 2F (12133.710000 sec): 3 clusters
  Score: Raw -172496.067437 + Penalty 2509.870193 = -169986.197244
  nChanged 118
		SP:Iteration 3F (12133.850000 sec): 3 clusters
  Score: Raw -172567.257126 + Penalty 2509.870193 = -170057.386933
  nChanged 90
		SP:Iteration 4Q (12134.000000 sec): 3 clusters
  Score: Raw -172630.305864 + Penalty 2509.870193 = -170120.435671
  nChanged 73
		SP:Iteration 5Q (12134.160000 sec): 3 clusters
  Score: Raw -172679.746005 + Penalty 2509.870193 = -170169.875812
  nChanged 59
		SP:Iteration 6Q (12134.280000 sec): 3 clusters
  Score: Raw -172722.319992 + Penalty 2509.870193 = -170212.449800
  nChanged 60
		SP:Iteration 7Q (12134.450000 sec): 3 clusters
  Score: Raw -172764.232373 + Penalty 2509.870193 = -170254.362181
  nChanged 61
		SP:Iteration 8Q (12134.660000 sec): 3 clusters
  Score: Raw -172814.614574 + Penalty 2509.870193 = -170304.744381
  nChanged 62
		SP:Iteration 9Q (12134.880000 sec): 3 clusters
  Score: Raw -172857.345236 + Penalty 2509.870193 = -170347.475043
  nChanged 69
		SP:Iteration 10Q (12135.000000 sec): 3 clusters
  Score: Raw -172900.329959 + Penalty 2509.870193 = -170390.459766
  nChanged 59
		SP:Iteration 11Q (12135.140000 sec): 3 clusters
  Score: Raw -172947.883351 + Penalty 2509.870193 = -170438.013158
  nChanged 47
		SP:Iteration 12Q (12135.260000 sec): 3 clusters
  Score: Raw -172979.959654 + Penalty 2509.870193 = -170470.089461
  nChanged 38
		SP:Iteration 13Q (12135.390000 sec): 3 clusters
  Score: Raw -173005.701743 + Penalty 2509.870193 = -170495.831550
  nChanged 27
		SP:Iteration 14Q (12135.520000 sec): 3 clusters
  Score: Raw -173024.907970 + Penalty 2509.870193 = -170515.037777
  nChanged 19
		SP:Iteration 15Q (12135.650000 sec): 3 clusters
  Score: Raw -173039.179958 + Penalty 2509.870193 = -170529.309765
  nChanged 19
		SP:Iteration 16Q (12135.780000 sec): 3 clusters
  Score: Raw -173051.677509 + Penalty 2509.870193 = -170541.807316
  nChanged 21
		SP:Iteration 17Q (12135.900000 sec): 3 clusters
  Score: Raw -173065.642304 + Penalty 2509.870193 = -170555.772112
  nChanged 16
		SP:Iteration 18Q (12136.030000 sec): 3 clusters
  Score: Raw -173075.934742 + Penalty 2509.870193 = -170566.064549
  nChanged 13
		SP:Iteration 19Q (12136.180000 sec): 3 clusters
  Score: Raw -173083.194782 + Penalty 2509.870193 = -170573.324589
  nChanged 12
		SP:Iteration 20F (12136.350000 sec): 3 clusters
  Score: Raw -173089.693364 + Penalty 2509.870193 = -170579.823171
  nChanged 10
		SP:Iteration 21Q (12136.550000 sec): 3 clusters
  Score: Raw -173095.145543 + Penalty 2509.870193 = -170585.275350
  nChanged 8
		SP:Iteration 22Q (12136.760000 sec): 3 clusters
  Score: Raw -173101.265560 + Penalty 2509.870193 = -170591.395367
  nChanged 8
		SP:Iteration 23Q (12136.940000 sec): 3 clusters
  Score: Raw -173107.843887 + Penalty 2509.870193 = -170597.973695
  nChanged 8
		SP:Iteration 24Q (12137.140000 sec): 3 clusters
  Score: Raw -173113.922437 + Penalty 2509.870193 = -170604.052244
  nChanged 7
		SP:Iteration 25Q (12137.330000 sec): 3 clusters
  Score: Raw -173119.086124 + Penalty 2509.870193 = -170609.215931
  nChanged 10
		SP:Iteration 26Q (12137.520000 sec): 3 clusters
  Score: Raw -173127.353245 + Penalty 2509.870193 = -170617.483052
  nChanged 10
		SP:Iteration 27Q (12137.700000 sec): 3 clusters
  Score: Raw -173137.456226 + Penalty 2509.870193 = -170627.586034
  nChanged 12
		SP:Iteration 28Q (12137.840000 sec): 3 clusters
  Score: Raw -173145.604863 + Penalty 2509.870193 = -170635.734670
  nChanged 7
		SP:Iteration 29Q (12138.050000 sec): 3 clusters
  Score: Raw -173150.503584 + Penalty 2509.870193 = -170640.633391
  nChanged 4
		SP:Iteration 30Q (12138.190000 sec): 3 clusters
  Score: Raw -173153.211014 + Penalty 2509.870193 = -170643.340821
  nChanged 0
		SP:Iteration 31F (12138.390000 sec): 3 clusters
  Score: Raw -173153.211014 + Penalty 2509.870193 = -170643.340821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12138.530000 sec): 2 clusters
  Score: Raw -11727.678273 + Penalty 856.862428 = -10870.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12138.650000 sec): 3 clusters
  Score: Raw -11841.396036 + Penalty 1713.724857 = -10127.671180
  nChanged 29
		SP:Iteration 1F (12138.840000 sec): 3 clusters
  Score: Raw -11947.873332 + Penalty 1713.724857 = -10234.148475
  nChanged 8
		SP:Iteration 2Q (12139.070000 sec): 3 clusters
  Score: Raw -11996.635063 + Penalty 1713.724857 = -10282.910206
  nChanged 4
		SP:Iteration 3Q (12139.240000 sec): 3 clusters
  Score: Raw -12021.760808 + Penalty 1713.724857 = -10308.035952
  nChanged 4
		SP:Iteration 4Q (12139.410000 sec): 3 clusters
  Score: Raw -12044.731606 + Penalty 1713.724857 = -10331.006750
  nChanged 0
		SP:Iteration 5F (12139.580000 sec): 3 clusters
  Score: Raw -12044.731606 + Penalty 1713.724857 = -10331.006750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12139.670000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12139.870000 sec): 3 clusters
  Score: Raw -223680.510123 + Penalty 2572.725381 = -221107.784742
  nChanged 997
		SP:Iteration 1F (12140.080000 sec): 3 clusters
  Score: Raw -224289.517998 + Penalty 2572.725381 = -221716.792617
  nChanged 218
		SP:Iteration 2F (12140.270000 sec): 3 clusters
  Score: Raw -224420.895008 + Penalty 2572.725381 = -221848.169627
  nChanged 133
		SP:Iteration 3Q (12140.480000 sec): 3 clusters
  Score: Raw -224509.560176 + Penalty 2572.725381 = -221936.834795
  nChanged 94
		SP:Iteration 4Q (12140.700000 sec): 3 clusters
  Score: Raw -224568.373402 + Penalty 2572.725381 = -221995.648021
  nChanged 82
		SP:Iteration 5Q (12140.870000 sec): 3 clusters
  Score: Raw -224625.486866 + Penalty 2572.725381 = -222052.761485
  nChanged 76
		SP:Iteration 6Q (12141.030000 sec): 3 clusters
  Score: Raw -224675.122538 + Penalty 2572.725381 = -222102.397157
  nChanged 76
		SP:Iteration 7Q (12141.260000 sec): 3 clusters
  Score: Raw -224721.177752 + Penalty 2572.725381 = -222148.452371
  nChanged 61
		SP:Iteration 8Q (12141.460000 sec): 3 clusters
  Score: Raw -224757.918398 + Penalty 2572.725381 = -222185.193017
  nChanged 45
		SP:Iteration 9Q (12141.650000 sec): 3 clusters
  Score: Raw -224785.674952 + Penalty 2572.725381 = -222212.949571
  nChanged 49
		SP:Iteration 10Q (12141.810000 sec): 3 clusters
  Score: Raw -224808.545448 + Penalty 2572.725381 = -222235.820067
  nChanged 37
		SP:Iteration 11Q (12141.980000 sec): 3 clusters
  Score: Raw -224824.110195 + Penalty 2572.725381 = -222251.384813
  nChanged 31
		SP:Iteration 12Q (12142.170000 sec): 3 clusters
  Score: Raw -224837.854024 + Penalty 2572.725381 = -222265.128643
  nChanged 31
		SP:Iteration 13Q (12142.400000 sec): 3 clusters
  Score: Raw -224855.019274 + Penalty 2572.725381 = -222282.293893
  nChanged 42
		SP:Iteration 14Q (12142.590000 sec): 3 clusters
  Score: Raw -224881.129201 + Penalty 2572.725381 = -222308.403820
  nChanged 49
		SP:Iteration 15Q (12142.810000 sec): 3 clusters
  Score: Raw -224910.686847 + Penalty 2572.725381 = -222337.961465
  nChanged 49
		SP:Iteration 16Q (12142.970000 sec): 3 clusters
  Score: Raw -224944.370173 + Penalty 2572.725381 = -222371.644792
  nChanged 44
		SP:Iteration 17Q (12143.170000 sec): 3 clusters
  Score: Raw -224968.116150 + Penalty 2572.725381 = -222395.390769
  nChanged 43
		SP:Iteration 18Q (12143.370000 sec): 3 clusters
  Score: Raw -224994.853877 + Penalty 2572.725381 = -222422.128495
  nChanged 51
		SP:Iteration 19Q (12143.560000 sec): 3 clusters
  Score: Raw -225029.547014 + Penalty 2572.725381 = -222456.821632
  nChanged 48
		SP:Iteration 20F (12143.790000 sec): 3 clusters
  Score: Raw -225055.981578 + Penalty 2572.725381 = -222483.256197
  nChanged 36
		SP:Iteration 21Q (12143.960000 sec): 3 clusters
  Score: Raw -225072.979028 + Penalty 2572.725381 = -222500.253646
  nChanged 24
		SP:Iteration 22Q (12144.150000 sec): 3 clusters
  Score: Raw -225086.307588 + Penalty 2572.725381 = -222513.582207
  nChanged 26
		SP:Iteration 23Q (12144.310000 sec): 3 clusters
  Score: Raw -225100.046703 + Penalty 2572.725381 = -222527.321322
  nChanged 25
		SP:Iteration 24Q (12144.490000 sec): 3 clusters
  Score: Raw -225114.645222 + Penalty 2572.725381 = -222541.919840
  nChanged 25
		SP:Iteration 25Q (12144.660000 sec): 3 clusters
  Score: Raw -225132.372504 + Penalty 2572.725381 = -222559.647123
  nChanged 31
		SP:Iteration 26Q (12144.790000 sec): 3 clusters
  Score: Raw -225154.995543 + Penalty 2572.725381 = -222582.270162
  nChanged 38
		SP:Iteration 27Q (12145.040000 sec): 3 clusters
  Score: Raw -225178.438551 + Penalty 2572.725381 = -222605.713170
  nChanged 35
		SP:Iteration 28Q (12145.240000 sec): 3 clusters
  Score: Raw -225198.056265 + Penalty 2572.725381 = -222625.330884
  nChanged 27
		SP:Iteration 29Q (12145.410000 sec): 3 clusters
  Score: Raw -225209.894655 + Penalty 2572.725381 = -222637.169273
  nChanged 18
		SP:Iteration 30Q (12145.610000 sec): 3 clusters
  Score: Raw -225218.178527 + Penalty 2572.725381 = -222645.453146
  nChanged 9
		SP:Iteration 31Q (12145.750000 sec): 3 clusters
  Score: Raw -225223.264352 + Penalty 2572.725381 = -222650.538971
  nChanged 13
		SP:Iteration 32Q (12145.890000 sec): 3 clusters
  Score: Raw -225230.146582 + Penalty 2572.725381 = -222657.421200
  nChanged 19
		SP:Iteration 33Q (12146.120000 sec): 3 clusters
  Score: Raw -225238.824733 + Penalty 2572.725381 = -222666.099351
  nChanged 12
		SP:Iteration 34Q (12146.290000 sec): 3 clusters
  Score: Raw -225245.602033 + Penalty 2572.725381 = -222672.876652
  nChanged 18
		SP:Iteration 35Q (12146.510000 sec): 3 clusters
  Score: Raw -225254.068269 + Penalty 2572.725381 = -222681.342888
  nChanged 12
		SP:Iteration 36Q (12146.650000 sec): 3 clusters
  Score: Raw -225260.861756 + Penalty 2572.725381 = -222688.136375
  nChanged 16
		SP:Iteration 37Q (12146.850000 sec): 3 clusters
  Score: Raw -225268.465011 + Penalty 2572.725381 = -222695.739630
  nChanged 12
		SP:Iteration 38Q (12146.980000 sec): 3 clusters
  Score: Raw -225274.540760 + Penalty 2572.725381 = -222701.815379
  nChanged 11
		SP:Iteration 39Q (12147.130000 sec): 3 clusters
  Score: Raw -225279.503502 + Penalty 2572.725381 = -222706.778120
  nChanged 10
		SP:Iteration 40F (12147.300000 sec): 3 clusters
  Score: Raw -225282.648600 + Penalty 2572.725381 = -222709.923219
  nChanged 6
		SP:Iteration 41Q (12147.500000 sec): 3 clusters
  Score: Raw -225284.437750 + Penalty 2572.725381 = -222711.712369
  nChanged 7
		SP:Iteration 42Q (12147.710000 sec): 3 clusters
  Score: Raw -225287.135245 + Penalty 2572.725381 = -222714.409864
  nChanged 2
		SP:Iteration 43Q (12147.870000 sec): 3 clusters
  Score: Raw -225288.487922 + Penalty 2572.725381 = -222715.762540
  nChanged 7
		SP:Iteration 44Q (12148.010000 sec): 3 clusters
  Score: Raw -225293.122270 + Penalty 2572.725381 = -222720.396889
  nChanged 8
		SP:Iteration 45Q (12148.180000 sec): 3 clusters
  Score: Raw -225297.279600 + Penalty 2572.725381 = -222724.554219
  nChanged 5
		SP:Iteration 46Q (12148.350000 sec): 3 clusters
  Score: Raw -225299.109039 + Penalty 2572.725381 = -222726.383657
  nChanged 5
		SP:Iteration 47Q (12148.560000 sec): 3 clusters
  Score: Raw -225301.756161 + Penalty 2572.725381 = -222729.030780
  nChanged 12
		SP:Iteration 48Q (12148.720000 sec): 3 clusters
  Score: Raw -225308.244713 + Penalty 2572.725381 = -222735.519332
  nChanged 10
		SP:Iteration 49Q (12148.900000 sec): 3 clusters
  Score: Raw -225312.557607 + Penalty 2572.725381 = -222739.832226
  nChanged 5
		SP:Iteration 50Q (12149.050000 sec): 3 clusters
  Score: Raw -225314.957901 + Penalty 2572.725381 = -222742.232520
  nChanged 7
		SP:Iteration 51Q (12149.270000 sec): 3 clusters
  Score: Raw -225318.009849 + Penalty 2572.725381 = -222745.284468
  nChanged 5
		SP:Iteration 52Q (12149.450000 sec): 3 clusters
  Score: Raw -225319.252024 + Penalty 2572.725381 = -222746.526643
  nChanged 2
		SP:Iteration 53Q (12149.650000 sec): 3 clusters
  Score: Raw -225319.697085 + Penalty 2572.725381 = -222746.971704
  nChanged 1
		SP:Iteration 54Q (12149.820000 sec): 3 clusters
  Score: Raw -225320.192628 + Penalty 2572.725381 = -222747.467246
  nChanged 0
		SP:Iteration 55F (12150.000000 sec): 3 clusters
  Score: Raw -225320.192628 + Penalty 2572.725381 = -222747.467246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12150.120000 sec): 2 clusters
  Score: Raw -369419.343901 + Penalty 1398.047769 = -368021.296132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12150.330000 sec): 3 clusters
  Score: Raw -366581.375302 + Penalty 2796.095538 = -363785.279764
  nChanged 2264
		SP:Iteration 1F (12150.500000 sec): 3 clusters
  Score: Raw -368224.853050 + Penalty 2796.095538 = -365428.757511
  nChanged 608
		SP:Iteration 2F (12150.730000 sec): 3 clusters
  Score: Raw -368927.874053 + Penalty 2796.095538 = -366131.778515
  nChanged 481
		SP:Iteration 3F (12150.920000 sec): 3 clusters
  Score: Raw -369411.633255 + Penalty 2796.095538 = -366615.537716
  nChanged 366
		SP:Iteration 4F (12151.120000 sec): 3 clusters
  Score: Raw -369737.542826 + Penalty 2796.095538 = -366941.447288
  nChanged 289
		SP:Iteration 5F (12151.290000 sec): 3 clusters
  Score: Raw -369985.775204 + Penalty 2796.095538 = -367189.679665
  nChanged 223
		SP:Iteration 6Q (12151.530000 sec): 3 clusters
  Score: Raw -370158.735346 + Penalty 2796.095538 = -367362.639807
  nChanged 180
		SP:Iteration 7Q (12151.740000 sec): 3 clusters
  Score: Raw -370262.698137 + Penalty 2796.095538 = -367466.602598
  nChanged 129
		SP:Iteration 8Q (12151.910000 sec): 3 clusters
  Score: Raw -370338.998268 + Penalty 2796.095538 = -367542.902729
  nChanged 92
		SP:Iteration 9Q (12152.180000 sec): 3 clusters
  Score: Raw -370381.428065 + Penalty 2796.095538 = -367585.332526
  nChanged 72
		SP:Iteration 10Q (12152.380000 sec): 3 clusters
  Score: Raw -370408.747331 + Penalty 2796.095538 = -367612.651793
  nChanged 46
		SP:Iteration 11Q (12152.580000 sec): 3 clusters
  Score: Raw -370424.615162 + Penalty 2796.095538 = -367628.519623
  nChanged 33
		SP:Iteration 12Q (12152.830000 sec): 3 clusters
  Score: Raw -370433.934877 + Penalty 2796.095538 = -367637.839338
  nChanged 25
		SP:Iteration 13Q (12153.010000 sec): 3 clusters
  Score: Raw -370441.860938 + Penalty 2796.095538 = -367645.765400
  nChanged 19
		SP:Iteration 14Q (12153.190000 sec): 3 clusters
  Score: Raw -370445.247971 + Penalty 2796.095538 = -367649.152433
  nChanged 14
		SP:Iteration 15Q (12153.370000 sec): 3 clusters
  Score: Raw -370449.223776 + Penalty 2796.095538 = -367653.128237
  nChanged 14
		SP:Iteration 16Q (12153.580000 sec): 3 clusters
  Score: Raw -370453.259080 + Penalty 2796.095538 = -367657.163542
  nChanged 15
		SP:Iteration 17Q (12153.780000 sec): 3 clusters
  Score: Raw -370456.960161 + Penalty 2796.095538 = -367660.864622
  nChanged 9
		SP:Iteration 18Q (12154.030000 sec): 3 clusters
  Score: Raw -370458.620099 + Penalty 2796.095538 = -367662.524560
  nChanged 6
		SP:Iteration 19Q (12154.220000 sec): 3 clusters
  Score: Raw -370460.268657 + Penalty 2796.095538 = -367664.173118
  nChanged 8
		SP:Iteration 20F (12154.420000 sec): 3 clusters
  Score: Raw -370462.181997 + Penalty 2796.095538 = -367666.086458
  nChanged 7
		SP:Iteration 21Q (12154.610000 sec): 3 clusters
  Score: Raw -370464.073038 + Penalty 2796.095538 = -367667.977499
  nChanged 4
		SP:Iteration 22Q (12154.840000 sec): 3 clusters
  Score: Raw -370465.419831 + Penalty 2796.095538 = -367669.324292
  nChanged 3
		SP:Iteration 23Q (12155.060000 sec): 3 clusters
  Score: Raw -370466.213246 + Penalty 2796.095538 = -367670.117708
  nChanged 4
		SP:Iteration 24Q (12155.220000 sec): 3 clusters
  Score: Raw -370466.951535 + Penalty 2796.095538 = -367670.855996
  nChanged 7
		SP:Iteration 25Q (12155.420000 sec): 3 clusters
  Score: Raw -370468.435927 + Penalty 2796.095538 = -367672.340389
  nChanged 4
		SP:Iteration 26Q (12155.600000 sec): 3 clusters
  Score: Raw -370469.154824 + Penalty 2796.095538 = -367673.059286
  nChanged 3
		SP:Iteration 27Q (12155.760000 sec): 3 clusters
  Score: Raw -370469.554730 + Penalty 2796.095538 = -367673.459191
  nChanged 1
		SP:Iteration 28Q (12155.930000 sec): 3 clusters
  Score: Raw -370469.727804 + Penalty 2796.095538 = -367673.632265
  nChanged 2
		SP:Iteration 29Q (12156.180000 sec): 3 clusters
  Score: Raw -370470.026686 + Penalty 2796.095538 = -367673.931147
  nChanged 2
		SP:Iteration 30Q (12156.370000 sec): 3 clusters
  Score: Raw -370470.309566 + Penalty 2796.095538 = -367674.214028
  nChanged 1
		SP:Iteration 31Q (12156.590000 sec): 3 clusters
  Score: Raw -370470.535245 + Penalty 2796.095538 = -367674.439706
  nChanged 2
		SP:Iteration 32Q (12156.810000 sec): 3 clusters
  Score: Raw -370470.876690 + Penalty 2796.095538 = -367674.781152
  nChanged 0
		SP:Iteration 33F (12157.020000 sec): 3 clusters
  Score: Raw -370470.876690 + Penalty 2796.095538 = -367674.781152
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12157.080000 sec): 2 clusters
  Score: Raw -120880.490069 + Penalty 1216.756736 = -119663.733333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12157.270000 sec): 3 clusters
  Score: Raw -120137.444257 + Penalty 2433.513472 = -117703.930785
  nChanged 630
		SP:Iteration 1F (12157.430000 sec): 3 clusters
  Score: Raw -120712.007501 + Penalty 2433.513472 = -118278.494028
  nChanged 168
		SP:Iteration 2F (12157.600000 sec): 3 clusters
  Score: Raw -120940.257458 + Penalty 2433.513472 = -118506.743986
  nChanged 129
		SP:Iteration 3F (12157.800000 sec): 3 clusters
  Score: Raw -121100.479808 + Penalty 2433.513472 = -118666.966336
  nChanged 90
		SP:Iteration 4F (12157.970000 sec): 3 clusters
  Score: Raw -121212.227918 + Penalty 2433.513472 = -118778.714446
  nChanged 68
		SP:Iteration 5Q (12158.210000 sec): 3 clusters
  Score: Raw -121282.431394 + Penalty 2433.513472 = -118848.917921
  nChanged 40
		SP:Iteration 6Q (12158.380000 sec): 3 clusters
  Score: Raw -121330.889243 + Penalty 2433.513472 = -118897.375770
  nChanged 39
		SP:Iteration 7Q (12158.550000 sec): 3 clusters
  Score: Raw -121371.906195 + Penalty 2433.513472 = -118938.392722
  nChanged 35
		SP:Iteration 8Q (12158.720000 sec): 3 clusters
  Score: Raw -121398.593102 + Penalty 2433.513472 = -118965.079630
  nChanged 32
		SP:Iteration 9Q (12158.860000 sec): 3 clusters
  Score: Raw -121421.931197 + Penalty 2433.513472 = -118988.417725
  nChanged 24
		SP:Iteration 10Q (12159.040000 sec): 3 clusters
  Score: Raw -121439.957843 + Penalty 2433.513472 = -119006.444371
  nChanged 18
		SP:Iteration 11Q (12159.200000 sec): 3 clusters
  Score: Raw -121450.618822 + Penalty 2433.513472 = -119017.105350
  nChanged 12
		SP:Iteration 12Q (12159.390000 sec): 3 clusters
  Score: Raw -121461.880254 + Penalty 2433.513472 = -119028.366781
  nChanged 9
		SP:Iteration 13Q (12159.580000 sec): 3 clusters
  Score: Raw -121469.018294 + Penalty 2433.513472 = -119035.504821
  nChanged 8
		SP:Iteration 14Q (12159.700000 sec): 3 clusters
  Score: Raw -121471.601640 + Penalty 2433.513472 = -119038.088167
  nChanged 3
		SP:Iteration 15Q (12159.830000 sec): 3 clusters
  Score: Raw -121474.989404 + Penalty 2433.513472 = -119041.475931
  nChanged 7
		SP:Iteration 16Q (12159.960000 sec): 3 clusters
  Score: Raw -121477.781049 + Penalty 2433.513472 = -119044.267577
  nChanged 5
		SP:Iteration 17Q (12160.080000 sec): 3 clusters
  Score: Raw -121482.320313 + Penalty 2433.513472 = -119048.806841
  nChanged 4
		SP:Iteration 18Q (12160.210000 sec): 3 clusters
  Score: Raw -121487.887237 + Penalty 2433.513472 = -119054.373765
  nChanged 2
		SP:Iteration 19Q (12160.330000 sec): 3 clusters
  Score: Raw -121489.677387 + Penalty 2433.513472 = -119056.163915
  nChanged 4
		SP:Iteration 20F (12160.460000 sec): 3 clusters
  Score: Raw -121491.368331 + Penalty 2433.513472 = -119057.854858
  nChanged 6
		SP:Iteration 21Q (12160.580000 sec): 3 clusters
  Score: Raw -121493.936304 + Penalty 2433.513472 = -119060.422832
  nChanged 3
		SP:Iteration 22Q (12160.710000 sec): 3 clusters
  Score: Raw -121495.591010 + Penalty 2433.513472 = -119062.077538
  nChanged 1
		SP:Iteration 23Q (12160.840000 sec): 3 clusters
  Score: Raw -121495.995890 + Penalty 2433.513472 = -119062.482418
  nChanged 0
		SP:Iteration 24F (12160.960000 sec): 3 clusters
  Score: Raw -121495.995890 + Penalty 2433.513472 = -119062.482418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12161.060000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12161.270000 sec): 3 clusters
  Score: Raw -110787.992488 + Penalty 2353.676767 = -108434.315721
  nChanged 455
		SP:Iteration 1F (12161.440000 sec): 3 clusters
  Score: Raw -111162.880669 + Penalty 2353.676767 = -108809.203902
  nChanged 122
		SP:Iteration 2F (12161.550000 sec): 3 clusters
  Score: Raw -111312.965656 + Penalty 2353.676767 = -108959.288889
  nChanged 97
		SP:Iteration 3F (12161.690000 sec): 3 clusters
  Score: Raw -111423.609233 + Penalty 2353.676767 = -109069.932467
  nChanged 65
		SP:Iteration 4Q (12161.840000 sec): 3 clusters
  Score: Raw -111491.638448 + Penalty 2353.676767 = -109137.961681
  nChanged 48
		SP:Iteration 5Q (12161.980000 sec): 3 clusters
  Score: Raw -111527.475549 + Penalty 2353.676767 = -109173.798782
  nChanged 30
		SP:Iteration 6Q (12162.120000 sec): 3 clusters
  Score: Raw -111556.553488 + Penalty 2353.676767 = -109202.876722
  nChanged 20
		SP:Iteration 7Q (12162.270000 sec): 3 clusters
  Score: Raw -111577.046384 + Penalty 2353.676767 = -109223.369617
  nChanged 20
		SP:Iteration 8Q (12162.410000 sec): 3 clusters
  Score: Raw -111600.055277 + Penalty 2353.676767 = -109246.378511
  nChanged 22
		SP:Iteration 9Q (12162.560000 sec): 3 clusters
  Score: Raw -111619.794747 + Penalty 2353.676767 = -109266.117980
  nChanged 18
		SP:Iteration 10Q (12162.700000 sec): 3 clusters
  Score: Raw -111635.819867 + Penalty 2353.676767 = -109282.143100
  nChanged 22
		SP:Iteration 11Q (12162.830000 sec): 3 clusters
  Score: Raw -111650.358439 + Penalty 2353.676767 = -109296.681672
  nChanged 19
		SP:Iteration 12Q (12162.960000 sec): 3 clusters
  Score: Raw -111661.958104 + Penalty 2353.676767 = -109308.281338
  nChanged 9
		SP:Iteration 13Q (12163.120000 sec): 3 clusters
  Score: Raw -111670.386191 + Penalty 2353.676767 = -109316.709424
  nChanged 9
		SP:Iteration 14Q (12163.250000 sec): 3 clusters
  Score: Raw -111676.088159 + Penalty 2353.676767 = -109322.411392
  nChanged 7
		SP:Iteration 15Q (12163.440000 sec): 3 clusters
  Score: Raw -111680.582609 + Penalty 2353.676767 = -109326.905842
  nChanged 4
		SP:Iteration 16Q (12163.670000 sec): 3 clusters
  Score: Raw -111683.875900 + Penalty 2353.676767 = -109330.199134
  nChanged 7
		SP:Iteration 17Q (12163.790000 sec): 3 clusters
  Score: Raw -111688.403873 + Penalty 2353.676767 = -109334.727107
  nChanged 5
		SP:Iteration 18Q (12163.940000 sec): 3 clusters
  Score: Raw -111691.761219 + Penalty 2353.676767 = -109338.084452
  nChanged 3
		SP:Iteration 19Q (12164.080000 sec): 3 clusters
  Score: Raw -111697.828504 + Penalty 2353.676767 = -109344.151737
  nChanged 4
		SP:Iteration 20F (12164.220000 sec): 3 clusters
  Score: Raw -111703.958259 + Penalty 2353.676767 = -109350.281492
  nChanged 8
		SP:Iteration 21Q (12164.370000 sec): 3 clusters
  Score: Raw -111709.768132 + Penalty 2353.676767 = -109356.091365
  nChanged 4
		SP:Iteration 22Q (12164.510000 sec): 3 clusters
  Score: Raw -111712.131975 + Penalty 2353.676767 = -109358.455208
  nChanged 2
		SP:Iteration 23Q (12164.660000 sec): 3 clusters
  Score: Raw -111714.771220 + Penalty 2353.676767 = -109361.094453
  nChanged 2
		SP:Iteration 24Q (12164.800000 sec): 3 clusters
  Score: Raw -111715.862405 + Penalty 2353.676767 = -109362.185638
  nChanged 1
		SP:Iteration 25Q (12164.940000 sec): 3 clusters
  Score: Raw -111716.539543 + Penalty 2353.676767 = -109362.862777
  nChanged 0
		SP:Iteration 26F (12165.090000 sec): 3 clusters
  Score: Raw -111716.539543 + Penalty 2353.676767 = -109362.862777
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12165.160000 sec): 2 clusters
  Score: Raw -119430.215263 + Penalty 1185.446668 = -118244.768595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12165.350000 sec): 3 clusters
  Score: Raw -118875.706921 + Penalty 2370.893335 = -116504.813586
  nChanged 454
		SP:Iteration 1F (12165.560000 sec): 3 clusters
  Score: Raw -119232.219626 + Penalty 2370.893335 = -116861.326290
  nChanged 121
		SP:Iteration 2F (12165.700000 sec): 3 clusters
  Score: Raw -119345.531190 + Penalty 2370.893335 = -116974.637855
  nChanged 72
		SP:Iteration 3Q (12165.840000 sec): 3 clusters
  Score: Raw -119411.355619 + Penalty 2370.893335 = -117040.462284
  nChanged 60
		SP:Iteration 4Q (12165.980000 sec): 3 clusters
  Score: Raw -119490.285023 + Penalty 2370.893335 = -117119.391688
  nChanged 62
		SP:Iteration 5Q (12166.120000 sec): 3 clusters
  Score: Raw -119582.975832 + Penalty 2370.893335 = -117212.082496
  nChanged 90
		SP:Iteration 6F (12166.320000 sec): 3 clusters
  Score: Raw -119696.984035 + Penalty 2370.893335 = -117326.090700
  nChanged 60
		SP:Iteration 7Q (12166.510000 sec): 3 clusters
  Score: Raw -119773.593910 + Penalty 2370.893335 = -117402.700575
  nChanged 31
		SP:Iteration 8Q (12166.700000 sec): 3 clusters
  Score: Raw -119809.569006 + Penalty 2370.893335 = -117438.675671
  nChanged 31
		SP:Iteration 9Q (12166.880000 sec): 3 clusters
  Score: Raw -119841.246214 + Penalty 2370.893335 = -117470.352879
  nChanged 28
		SP:Iteration 10Q (12167.070000 sec): 3 clusters
  Score: Raw -119859.834535 + Penalty 2370.893335 = -117488.941200
  nChanged 20
		SP:Iteration 11Q (12167.270000 sec): 3 clusters
  Score: Raw -119883.253224 + Penalty 2370.893335 = -117512.359889
  nChanged 25
		SP:Iteration 12Q (12167.450000 sec): 3 clusters
  Score: Raw -119912.635997 + Penalty 2370.893335 = -117541.742662
  nChanged 24
		SP:Iteration 13Q (12167.650000 sec): 3 clusters
  Score: Raw -119935.869374 + Penalty 2370.893335 = -117564.976038
  nChanged 20
		SP:Iteration 14Q (12167.850000 sec): 3 clusters
  Score: Raw -119955.994233 + Penalty 2370.893335 = -117585.100897
  nChanged 15
		SP:Iteration 15Q (12168.050000 sec): 3 clusters
  Score: Raw -119971.398572 + Penalty 2370.893335 = -117600.505236
  nChanged 14
		SP:Iteration 16Q (12168.240000 sec): 3 clusters
  Score: Raw -119984.199159 + Penalty 2370.893335 = -117613.305823
  nChanged 14
		SP:Iteration 17Q (12168.440000 sec): 3 clusters
  Score: Raw -119997.125571 + Penalty 2370.893335 = -117626.232236
  nChanged 10
		SP:Iteration 18Q (12168.640000 sec): 3 clusters
  Score: Raw -120005.547585 + Penalty 2370.893335 = -117634.654249
  nChanged 7
		SP:Iteration 19Q (12168.860000 sec): 3 clusters
  Score: Raw -120010.447682 + Penalty 2370.893335 = -117639.554346
  nChanged 8
		SP:Iteration 20F (12169.040000 sec): 3 clusters
  Score: Raw -120016.244564 + Penalty 2370.893335 = -117645.351228
  nChanged 6
		SP:Iteration 21Q (12169.240000 sec): 3 clusters
  Score: Raw -120020.222719 + Penalty 2370.893335 = -117649.329384
  nChanged 5
		SP:Iteration 22Q (12169.450000 sec): 3 clusters
  Score: Raw -120023.827078 + Penalty 2370.893335 = -117652.933743
  nChanged 4
		SP:Iteration 23Q (12169.630000 sec): 3 clusters
  Score: Raw -120025.491616 + Penalty 2370.893335 = -117654.598281
  nChanged 2
		SP:Iteration 24Q (12169.840000 sec): 3 clusters
  Score: Raw -120026.023148 + Penalty 2370.893335 = -117655.129812
  nChanged 1
		SP:Iteration 25Q (12170.040000 sec): 3 clusters
  Score: Raw -120026.646899 + Penalty 2370.893335 = -117655.753564
  nChanged 1
		SP:Iteration 26Q (12170.240000 sec): 3 clusters
  Score: Raw -120027.245227 + Penalty 2370.893335 = -117656.351891
  nChanged 0
		SP:Iteration 27F (12170.380000 sec): 3 clusters
  Score: Raw -120027.245227 + Penalty 2370.893335 = -117656.351891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12170.490000 sec): 2 clusters
  Score: Raw -163950.698496 + Penalty 1240.893811 = -162709.804685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12170.640000 sec): 3 clusters
  Score: Raw -163050.494419 + Penalty 2481.787621 = -160568.706798
  nChanged 747
		SP:Iteration 1F (12170.820000 sec): 3 clusters
  Score: Raw -163572.144197 + Penalty 2481.787621 = -161090.356576
  nChanged 184
		SP:Iteration 2F (12171.000000 sec): 3 clusters
  Score: Raw -163757.612413 + Penalty 2481.787621 = -161275.824792
  nChanged 137
		SP:Iteration 3F (12171.180000 sec): 3 clusters
  Score: Raw -163907.271916 + Penalty 2481.787621 = -161425.484295
  nChanged 108
		SP:Iteration 4F (12171.360000 sec): 3 clusters
  Score: Raw -164029.314560 + Penalty 2481.787621 = -161547.526939
  nChanged 107
		SP:Iteration 5F (12171.540000 sec): 3 clusters
  Score: Raw -164150.402102 + Penalty 2481.787621 = -161668.614481
  nChanged 112
		SP:Iteration 6F (12171.700000 sec): 3 clusters
  Score: Raw -164298.092874 + Penalty 2481.787621 = -161816.305253
  nChanged 106
		SP:Iteration 7F (12171.900000 sec): 3 clusters
  Score: Raw -164443.145875 + Penalty 2481.787621 = -161961.358254
  nChanged 90
		SP:Iteration 8Q (12172.110000 sec): 3 clusters
  Score: Raw -164545.290992 + Penalty 2481.787621 = -162063.503371
  nChanged 56
		SP:Iteration 9Q (12172.310000 sec): 3 clusters
  Score: Raw -164602.226463 + Penalty 2481.787621 = -162120.438842
  nChanged 38
		SP:Iteration 10Q (12172.520000 sec): 3 clusters
  Score: Raw -164629.193907 + Penalty 2481.787621 = -162147.406286
  nChanged 19
		SP:Iteration 11Q (12172.720000 sec): 3 clusters
  Score: Raw -164639.490793 + Penalty 2481.787621 = -162157.703172
  nChanged 13
		SP:Iteration 12Q (12172.930000 sec): 3 clusters
  Score: Raw -164647.258030 + Penalty 2481.787621 = -162165.470409
  nChanged 8
		SP:Iteration 13Q (12173.110000 sec): 3 clusters
  Score: Raw -164655.379296 + Penalty 2481.787621 = -162173.591675
  nChanged 12
		SP:Iteration 14Q (12173.300000 sec): 3 clusters
  Score: Raw -164665.285156 + Penalty 2481.787621 = -162183.497535
  nChanged 8
		SP:Iteration 15Q (12173.460000 sec): 3 clusters
  Score: Raw -164670.049641 + Penalty 2481.787621 = -162188.262020
  nChanged 6
		SP:Iteration 16Q (12173.670000 sec): 3 clusters
  Score: Raw -164676.246132 + Penalty 2481.787621 = -162194.458511
  nChanged 9
		SP:Iteration 17Q (12173.860000 sec): 3 clusters
  Score: Raw -164680.279471 + Penalty 2481.787621 = -162198.491850
  nChanged 4
		SP:Iteration 18Q (12174.030000 sec): 3 clusters
  Score: Raw -164683.030454 + Penalty 2481.787621 = -162201.242833
  nChanged 1
		SP:Iteration 19Q (12174.210000 sec): 3 clusters
  Score: Raw -164683.882201 + Penalty 2481.787621 = -162202.094579
  nChanged 1
		SP:Iteration 20F (12174.360000 sec): 3 clusters
  Score: Raw -164684.374637 + Penalty 2481.787621 = -162202.587016
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12174.450000 sec): 2 clusters
  Score: Raw -86414.381965 + Penalty 1154.690246 = -85259.691719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12174.640000 sec): 3 clusters
  Score: Raw -86037.531888 + Penalty 2309.380492 = -83728.151396
  nChanged 397
		SP:Iteration 1F (12174.850000 sec): 3 clusters
  Score: Raw -86394.537490 + Penalty 2309.380492 = -84085.156997
  nChanged 108
		SP:Iteration 2F (12175.020000 sec): 3 clusters
  Score: Raw -86509.564824 + Penalty 2309.380492 = -84200.184332
  nChanged 55
		SP:Iteration 3Q (12175.170000 sec): 3 clusters
  Score: Raw -86578.077641 + Penalty 2309.380492 = -84268.697149
  nChanged 46
		SP:Iteration 4Q (12175.310000 sec): 3 clusters
  Score: Raw -86634.683393 + Penalty 2309.380492 = -84325.302901
  nChanged 36
		SP:Iteration 5Q (12175.450000 sec): 3 clusters
  Score: Raw -86702.904718 + Penalty 2309.380492 = -84393.524226
  nChanged 44
		SP:Iteration 6Q (12175.620000 sec): 3 clusters
  Score: Raw -86763.645518 + Penalty 2309.380492 = -84454.265026
  nChanged 41
		SP:Iteration 7Q (12175.800000 sec): 3 clusters
  Score: Raw -86807.987716 + Penalty 2309.380492 = -84498.607224
  nChanged 26
		SP:Iteration 8Q (12175.960000 sec): 3 clusters
  Score: Raw -86834.103649 + Penalty 2309.380492 = -84524.723156
  nChanged 18
		SP:Iteration 9Q (12176.140000 sec): 3 clusters
  Score: Raw -86849.318952 + Penalty 2309.380492 = -84539.938460
  nChanged 8
		SP:Iteration 10Q (12176.310000 sec): 3 clusters
  Score: Raw -86857.462144 + Penalty 2309.380492 = -84548.081652
  nChanged 7
		SP:Iteration 11Q (12176.500000 sec): 3 clusters
  Score: Raw -86867.956445 + Penalty 2309.380492 = -84558.575953
  nChanged 14
		SP:Iteration 12Q (12176.720000 sec): 3 clusters
  Score: Raw -86882.123361 + Penalty 2309.380492 = -84572.742869
  nChanged 11
		SP:Iteration 13Q (12176.850000 sec): 3 clusters
  Score: Raw -86898.021441 + Penalty 2309.380492 = -84588.640949
  nChanged 6
		SP:Iteration 14Q (12177.050000 sec): 3 clusters
  Score: Raw -86909.444829 + Penalty 2309.380492 = -84600.064337
  nChanged 9
		SP:Iteration 15Q (12177.210000 sec): 3 clusters
  Score: Raw -86923.335565 + Penalty 2309.380492 = -84613.955073
  nChanged 11
		SP:Iteration 16Q (12177.400000 sec): 3 clusters
  Score: Raw -86933.106753 + Penalty 2309.380492 = -84623.726261
  nChanged 9
		SP:Iteration 17Q (12177.570000 sec): 3 clusters
  Score: Raw -86943.128685 + Penalty 2309.380492 = -84633.748193
  nChanged 5
		SP:Iteration 18Q (12177.730000 sec): 3 clusters
  Score: Raw -86946.630689 + Penalty 2309.380492 = -84637.250197
  nChanged 2
		SP:Iteration 19Q (12177.940000 sec): 3 clusters
  Score: Raw -86949.016964 + Penalty 2309.380492 = -84639.636472
  nChanged 4
		SP:Iteration 20F (12178.100000 sec): 3 clusters
  Score: Raw -86951.681598 + Penalty 2309.380492 = -84642.301106
  nChanged 2
		SP:Iteration 21Q (12178.300000 sec): 3 clusters
  Score: Raw -86953.066799 + Penalty 2309.380492 = -84643.686307
  nChanged 2
		SP:Iteration 22Q (12178.500000 sec): 3 clusters
  Score: Raw -86953.907430 + Penalty 2309.380492 = -84644.526938
  nChanged 1
		SP:Iteration 23Q (12178.700000 sec): 3 clusters
  Score: Raw -86954.646288 + Penalty 2309.380492 = -84645.265796
  nChanged 1
		SP:Iteration 24Q (12178.910000 sec): 3 clusters
  Score: Raw -86955.244380 + Penalty 2309.380492 = -84645.863888
  nChanged 0
		SP:Iteration 25F (12179.110000 sec): 3 clusters
  Score: Raw -86955.244380 + Penalty 2309.380492 = -84645.863888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12179.180000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12179.420000 sec): 3 clusters
  Score: Raw -183173.096398 + Penalty 2490.607491 = -180682.488907
  nChanged 763
		SP:Iteration 1F (12179.560000 sec): 3 clusters
  Score: Raw -183859.905821 + Penalty 2490.607491 = -181369.298330
  nChanged 240
		SP:Iteration 2F (12179.730000 sec): 3 clusters
  Score: Raw -184160.274697 + Penalty 2490.607491 = -181669.667206
  nChanged 174
		SP:Iteration 3F (12179.920000 sec): 3 clusters
  Score: Raw -184391.761859 + Penalty 2490.607491 = -181901.154368
  nChanged 113
		SP:Iteration 4F (12180.130000 sec): 3 clusters
  Score: Raw -184567.767512 + Penalty 2490.607491 = -182077.160021
  nChanged 79
		SP:Iteration 5Q (12180.280000 sec): 3 clusters
  Score: Raw -184687.639063 + Penalty 2490.607491 = -182197.031572
  nChanged 48
		SP:Iteration 6Q (12180.440000 sec): 3 clusters
  Score: Raw -184756.008804 + Penalty 2490.607491 = -182265.401313
  nChanged 40
		SP:Iteration 7Q (12180.640000 sec): 3 clusters
  Score: Raw -184804.845961 + Penalty 2490.607491 = -182314.238470
  nChanged 29
		SP:Iteration 8Q (12180.820000 sec): 3 clusters
  Score: Raw -184828.841457 + Penalty 2490.607491 = -182338.233966
  nChanged 21
		SP:Iteration 9Q (12180.990000 sec): 3 clusters
  Score: Raw -184845.543624 + Penalty 2490.607491 = -182354.936133
  nChanged 14
		SP:Iteration 10Q (12181.170000 sec): 3 clusters
  Score: Raw -184854.830861 + Penalty 2490.607491 = -182364.223370
  nChanged 9
		SP:Iteration 11Q (12181.360000 sec): 3 clusters
  Score: Raw -184861.227072 + Penalty 2490.607491 = -182370.619581
  nChanged 9
		SP:Iteration 12Q (12181.550000 sec): 3 clusters
  Score: Raw -184866.158894 + Penalty 2490.607491 = -182375.551403
  nChanged 6
		SP:Iteration 13Q (12181.780000 sec): 3 clusters
  Score: Raw -184869.508889 + Penalty 2490.607491 = -182378.901397
  nChanged 8
		SP:Iteration 14Q (12181.960000 sec): 3 clusters
  Score: Raw -184873.160801 + Penalty 2490.607491 = -182382.553310
  nChanged 5
		SP:Iteration 15Q (12182.150000 sec): 3 clusters
  Score: Raw -184875.017073 + Penalty 2490.607491 = -182384.409582
  nChanged 1
		SP:Iteration 16Q (12182.360000 sec): 3 clusters
  Score: Raw -184875.448271 + Penalty 2490.607491 = -182384.840780
  nChanged 1
		SP:Iteration 17Q (12182.490000 sec): 3 clusters
  Score: Raw -184876.244517 + Penalty 2490.607491 = -182385.637026
  nChanged 4
		SP:Iteration 18Q (12182.670000 sec): 3 clusters
  Score: Raw -184878.212435 + Penalty 2490.607491 = -182387.604944
  nChanged 2
		SP:Iteration 19Q (12182.810000 sec): 3 clusters
  Score: Raw -184879.049340 + Penalty 2490.607491 = -182388.441849
  nChanged 0
		SP:Iteration 20F (12182.940000 sec): 3 clusters
  Score: Raw -184879.049340 + Penalty 2490.607491 = -182388.441849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12182.990000 sec): 2 clusters
  Score: Raw -9698.264828 + Penalty 819.556581 = -8878.708246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12183.080000 sec): 3 clusters
  Score: Raw -9862.865882 + Penalty 1639.113163 = -8223.752719
  nChanged 19
		SP:Iteration 1F (12183.240000 sec): 3 clusters
  Score: Raw -9932.883473 + Penalty 1639.113163 = -8293.770310
  nChanged 5
		SP:Iteration 2Q (12183.420000 sec): 3 clusters
  Score: Raw -9960.079812 + Penalty 1639.113163 = -8320.966649
  nChanged 4
		SP:Iteration 3Q (12183.570000 sec): 3 clusters
  Score: Raw -9966.210042 + Penalty 1639.113163 = -8327.096879
  nChanged 2
		SP:Iteration 4Q (12183.740000 sec): 3 clusters
  Score: Raw -9978.293869 + Penalty 1639.113163 = -8339.180706
  nChanged 1
		SP:Iteration 5Q (12183.930000 sec): 3 clusters
  Score: Raw -9985.966221 + Penalty 1639.113163 = -8346.853058
  nChanged 0
		SP:Iteration 6F (12184.140000 sec): 3 clusters
  Score: Raw -9985.966221 + Penalty 1639.113163 = -8346.853058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12184.240000 sec): 2 clusters
  Score: Raw -180174.937657 + Penalty 1252.178334 = -178922.759323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12184.420000 sec): 3 clusters
  Score: Raw -179213.351933 + Penalty 2504.356668 = -176708.995265
  nChanged 776
		SP:Iteration 1F (12184.600000 sec): 3 clusters
  Score: Raw -179673.329497 + Penalty 2504.356668 = -177168.972829
  nChanged 168
		SP:Iteration 2F (12184.780000 sec): 3 clusters
  Score: Raw -179805.641615 + Penalty 2504.356668 = -177301.284947
  nChanged 110
		SP:Iteration 3Q (12184.940000 sec): 3 clusters
  Score: Raw -179887.751411 + Penalty 2504.356668 = -177383.394743
  nChanged 78
		SP:Iteration 4Q (12185.080000 sec): 3 clusters
  Score: Raw -179939.209824 + Penalty 2504.356668 = -177434.853157
  nChanged 56
		SP:Iteration 5Q (12185.280000 sec): 3 clusters
  Score: Raw -179966.287311 + Penalty 2504.356668 = -177461.930643
  nChanged 35
		SP:Iteration 6Q (12185.460000 sec): 3 clusters
  Score: Raw -179984.352716 + Penalty 2504.356668 = -177479.996048
  nChanged 27
		SP:Iteration 7Q (12185.640000 sec): 3 clusters
  Score: Raw -179998.235069 + Penalty 2504.356668 = -177493.878401
  nChanged 25
		SP:Iteration 8Q (12185.840000 sec): 3 clusters
  Score: Raw -180013.371429 + Penalty 2504.356668 = -177509.014762
  nChanged 24
		SP:Iteration 9Q (12186.010000 sec): 3 clusters
  Score: Raw -180028.261711 + Penalty 2504.356668 = -177523.905044
  nChanged 30
		SP:Iteration 10Q (12186.190000 sec): 3 clusters
  Score: Raw -180042.733719 + Penalty 2504.356668 = -177538.377051
  nChanged 19
		SP:Iteration 11Q (12186.400000 sec): 3 clusters
  Score: Raw -180054.097364 + Penalty 2504.356668 = -177549.740696
  nChanged 22
		SP:Iteration 12Q (12186.560000 sec): 3 clusters
  Score: Raw -180065.084203 + Penalty 2504.356668 = -177560.727535
  nChanged 26
		SP:Iteration 13Q (12186.780000 sec): 3 clusters
  Score: Raw -180080.714235 + Penalty 2504.356668 = -177576.357567
  nChanged 31
		SP:Iteration 14Q (12186.930000 sec): 3 clusters
  Score: Raw -180107.583284 + Penalty 2504.356668 = -177603.226617
  nChanged 38
		SP:Iteration 15Q (12187.100000 sec): 3 clusters
  Score: Raw -180148.505217 + Penalty 2504.356668 = -177644.148550
  nChanged 46
		SP:Iteration 16Q (12187.310000 sec): 3 clusters
  Score: Raw -180181.268513 + Penalty 2504.356668 = -177676.911845
  nChanged 44
		SP:Iteration 17Q (12187.480000 sec): 3 clusters
  Score: Raw -180212.360974 + Penalty 2504.356668 = -177708.004307
  nChanged 40
		SP:Iteration 18Q (12187.700000 sec): 3 clusters
  Score: Raw -180244.475529 + Penalty 2504.356668 = -177740.118861
  nChanged 33
		SP:Iteration 19Q (12187.900000 sec): 3 clusters
  Score: Raw -180267.201671 + Penalty 2504.356668 = -177762.845003
  nChanged 29
		SP:Iteration 20F (12188.080000 sec): 3 clusters
  Score: Raw -180284.545747 + Penalty 2504.356668 = -177780.189079
  nChanged 31
		SP:Iteration 21Q (12188.260000 sec): 3 clusters
  Score: Raw -180302.615867 + Penalty 2504.356668 = -177798.259199
  nChanged 25
		SP:Iteration 22Q (12188.410000 sec): 3 clusters
  Score: Raw -180318.056917 + Penalty 2504.356668 = -177813.700249
  nChanged 26
		SP:Iteration 23Q (12188.590000 sec): 3 clusters
  Score: Raw -180330.697626 + Penalty 2504.356668 = -177826.340958
  nChanged 15
		SP:Iteration 24Q (12188.780000 sec): 3 clusters
  Score: Raw -180336.826618 + Penalty 2504.356668 = -177832.469950
  nChanged 14
		SP:Iteration 25Q (12188.980000 sec): 3 clusters
  Score: Raw -180343.463052 + Penalty 2504.356668 = -177839.106384
  nChanged 13
		SP:Iteration 26Q (12189.160000 sec): 3 clusters
  Score: Raw -180351.083153 + Penalty 2504.356668 = -177846.726485
  nChanged 19
		SP:Iteration 27Q (12189.320000 sec): 3 clusters
  Score: Raw -180362.441294 + Penalty 2504.356668 = -177858.084626
  nChanged 19
		SP:Iteration 28Q (12189.490000 sec): 3 clusters
  Score: Raw -180374.786532 + Penalty 2504.356668 = -177870.429864
  nChanged 16
		SP:Iteration 29Q (12189.620000 sec): 3 clusters
  Score: Raw -180383.666452 + Penalty 2504.356668 = -177879.309784
  nChanged 12
		SP:Iteration 30Q (12189.750000 sec): 3 clusters
  Score: Raw -180391.848006 + Penalty 2504.356668 = -177887.491338
  nChanged 14
		SP:Iteration 31Q (12189.920000 sec): 3 clusters
  Score: Raw -180399.862792 + Penalty 2504.356668 = -177895.506124
  nChanged 11
		SP:Iteration 32Q (12190.000000 sec): 3 clusters
  Score: Raw -180405.135505 + Penalty 2504.356668 = -177900.778838
  nChanged 10
		SP:Iteration 33Q (12190.120000 sec): 3 clusters
  Score: Raw -180409.762864 + Penalty 2504.356668 = -177905.406196
  nChanged 9
		SP:Iteration 34Q (12190.250000 sec): 3 clusters
  Score: Raw -180413.849781 + Penalty 2504.356668 = -177909.493113
  nChanged 8
		SP:Iteration 35Q (12190.410000 sec): 3 clusters
  Score: Raw -180417.477098 + Penalty 2504.356668 = -177913.120430
  nChanged 3
		SP:Iteration 36Q (12190.550000 sec): 3 clusters
  Score: Raw -180419.741777 + Penalty 2504.356668 = -177915.385109
  nChanged 3
		SP:Iteration 37Q (12190.700000 sec): 3 clusters
  Score: Raw -180420.953356 + Penalty 2504.356668 = -177916.596689
  nChanged 1
		SP:Iteration 38Q (12190.830000 sec): 3 clusters
  Score: Raw -180421.387641 + Penalty 2504.356668 = -177917.030974
  nChanged 3
		SP:Iteration 39Q (12190.980000 sec): 3 clusters
  Score: Raw -180423.338414 + Penalty 2504.356668 = -177918.981746
  nChanged 7
		SP:Iteration 40F (12191.160000 sec): 3 clusters
  Score: Raw -180425.920735 + Penalty 2504.356668 = -177921.564068
  nChanged 4
		SP:Iteration 41Q (12191.300000 sec): 3 clusters
  Score: Raw -180426.766069 + Penalty 2504.356668 = -177922.409401
  nChanged 5
		SP:Iteration 42Q (12191.460000 sec): 3 clusters
  Score: Raw -180429.095377 + Penalty 2504.356668 = -177924.738709
  nChanged 7
		SP:Iteration 43Q (12191.600000 sec): 3 clusters
  Score: Raw -180432.773696 + Penalty 2504.356668 = -177928.417029
  nChanged 6
		SP:Iteration 44Q (12191.800000 sec): 3 clusters
  Score: Raw -180436.041722 + Penalty 2504.356668 = -177931.685055
  nChanged 8
		SP:Iteration 45Q (12191.930000 sec): 3 clusters
  Score: Raw -180442.139794 + Penalty 2504.356668 = -177937.783126
  nChanged 10
		SP:Iteration 46Q (12192.090000 sec): 3 clusters
  Score: Raw -180446.788511 + Penalty 2504.356668 = -177942.431843
  nChanged 6
		SP:Iteration 47Q (12192.220000 sec): 3 clusters
  Score: Raw -180449.073258 + Penalty 2504.356668 = -177944.716590
  nChanged 4
		SP:Iteration 48Q (12192.380000 sec): 3 clusters
  Score: Raw -180450.864945 + Penalty 2504.356668 = -177946.508278
  nChanged 3
		SP:Iteration 49Q (12192.500000 sec): 3 clusters
  Score: Raw -180451.775629 + Penalty 2504.356668 = -177947.418961
  nChanged 3
		SP:Iteration 50Q (12192.640000 sec): 3 clusters
  Score: Raw -180452.554872 + Penalty 2504.356668 = -177948.198204
  nChanged 3
		SP:Iteration 51Q (12192.770000 sec): 3 clusters
  Score: Raw -180453.634480 + Penalty 2504.356668 = -177949.277812
  nChanged 2
		SP:Iteration 52Q (12192.940000 sec): 3 clusters
  Score: Raw -180454.301955 + Penalty 2504.356668 = -177949.945287
  nChanged 1
		SP:Iteration 53Q (12193.120000 sec): 3 clusters
  Score: Raw -180454.529290 + Penalty 2504.356668 = -177950.172622
  nChanged 0
		SP:Iteration 54F (12193.260000 sec): 3 clusters
  Score: Raw -180454.529290 + Penalty 2504.356668 = -177950.172622
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12193.380000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12193.520000 sec): 3 clusters
  Score: Raw -44589.432608 + Penalty 2054.249696 = -42535.182913
  nChanged 124
		SP:Iteration 1F (12193.650000 sec): 3 clusters
  Score: Raw -44765.904675 + Penalty 2054.249696 = -42711.654979
  nChanged 36
		SP:Iteration 2F (12193.830000 sec): 3 clusters
  Score: Raw -44819.038348 + Penalty 2054.249696 = -42764.788652
  nChanged 19
		SP:Iteration 3Q (12193.960000 sec): 3 clusters
  Score: Raw -44845.193674 + Penalty 2054.249696 = -42790.943979
  nChanged 22
		SP:Iteration 4Q (12194.090000 sec): 3 clusters
  Score: Raw -44895.996329 + Penalty 2054.249696 = -42841.746634
  nChanged 14
		SP:Iteration 5Q (12194.270000 sec): 3 clusters
  Score: Raw -44926.653021 + Penalty 2054.249696 = -42872.403325
  nChanged 14
		SP:Iteration 6Q (12194.400000 sec): 3 clusters
  Score: Raw -44950.279426 + Penalty 2054.249696 = -42896.029731
  nChanged 11
		SP:Iteration 7Q (12194.550000 sec): 3 clusters
  Score: Raw -44970.063262 + Penalty 2054.249696 = -42915.813567
  nChanged 7
		SP:Iteration 8Q (12194.720000 sec): 3 clusters
  Score: Raw -44978.698309 + Penalty 2054.249696 = -42924.448613
  nChanged 9
		SP:Iteration 9Q (12194.920000 sec): 3 clusters
  Score: Raw -44998.813836 + Penalty 2054.249696 = -42944.564141
  nChanged 6
		SP:Iteration 10Q (12195.060000 sec): 3 clusters
  Score: Raw -45011.092264 + Penalty 2054.249696 = -42956.842568
  nChanged 7
		SP:Iteration 11Q (12195.280000 sec): 3 clusters
  Score: Raw -45028.030091 + Penalty 2054.249696 = -42973.780395
  nChanged 2
		SP:Iteration 12Q (12195.440000 sec): 3 clusters
  Score: Raw -45033.638555 + Penalty 2054.249696 = -42979.388859
  nChanged 1
		SP:Iteration 13Q (12195.580000 sec): 3 clusters
  Score: Raw -45036.510624 + Penalty 2054.249696 = -42982.260928
  nChanged 2
		SP:Iteration 14Q (12195.770000 sec): 3 clusters
  Score: Raw -45038.414269 + Penalty 2054.249696 = -42984.164574
  nChanged 0
		SP:Iteration 15F (12195.940000 sec): 3 clusters
  Score: Raw -45039.119372 + Penalty 2054.249696 = -42984.869677
  nChanged 1
		SP:Iteration 16Q (12196.100000 sec): 3 clusters
  Score: Raw -45048.496036 + Penalty 2054.249696 = -42994.246341
  nChanged 2
		SP:Iteration 17Q (12196.270000 sec): 3 clusters
  Score: Raw -45051.298576 + Penalty 2054.249696 = -42997.048880
  nChanged 0
		SP:Iteration 18F (12196.410000 sec): 3 clusters
  Score: Raw -45051.298576 + Penalty 2054.249696 = -42997.048880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12196.520000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12196.720000 sec): 3 clusters
  Score: Raw -43264.408500 + Penalty 2036.840178 = -41227.568322
  nChanged 133
		SP:Iteration 1F (12196.840000 sec): 3 clusters
  Score: Raw -43417.017516 + Penalty 2036.840178 = -41380.177338
  nChanged 28
		SP:Iteration 2F (12197.050000 sec): 3 clusters
  Score: Raw -43467.075565 + Penalty 2036.840178 = -41430.235386
  nChanged 15
		SP:Iteration 3Q (12197.200000 sec): 3 clusters
  Score: Raw -43487.799712 + Penalty 2036.840178 = -41450.959534
  nChanged 7
		SP:Iteration 4Q (12197.360000 sec): 3 clusters
  Score: Raw -43496.671646 + Penalty 2036.840178 = -41459.831468
  nChanged 4
		SP:Iteration 5Q (12197.530000 sec): 3 clusters
  Score: Raw -43500.965608 + Penalty 2036.840178 = -41464.125430
  nChanged 5
		SP:Iteration 6Q (12197.710000 sec): 3 clusters
  Score: Raw -43508.402538 + Penalty 2036.840178 = -41471.562360
  nChanged 4
		SP:Iteration 7Q (12197.850000 sec): 3 clusters
  Score: Raw -43512.981452 + Penalty 2036.840178 = -41476.141274
  nChanged 2
		SP:Iteration 8Q (12198.040000 sec): 3 clusters
  Score: Raw -43518.524299 + Penalty 2036.840178 = -41481.684120
  nChanged 0
		SP:Iteration 9F (12198.200000 sec): 3 clusters
  Score: Raw -43518.524299 + Penalty 2036.840178 = -41481.684120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12198.300000 sec): 2 clusters
  Score: Raw -246566.495053 + Penalty 1316.866966 = -245249.628087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12198.500000 sec): 3 clusters
  Score: Raw -245018.528388 + Penalty 2633.733932 = -242384.794456
  nChanged 1276
		SP:Iteration 1F (12198.690000 sec): 3 clusters
  Score: Raw -245901.890356 + Penalty 2633.733932 = -243268.156425
  nChanged 297
		SP:Iteration 2F (12198.870000 sec): 3 clusters
  Score: Raw -246164.508735 + Penalty 2633.733932 = -243530.774804
  nChanged 191
		SP:Iteration 3F (12199.060000 sec): 3 clusters
  Score: Raw -246320.772689 + Penalty 2633.733932 = -243687.038757
  nChanged 152
		SP:Iteration 4Q (12199.310000 sec): 3 clusters
  Score: Raw -246455.369275 + Penalty 2633.733932 = -243821.635344
  nChanged 143
		SP:Iteration 5Q (12199.490000 sec): 3 clusters
  Score: Raw -246563.424956 + Penalty 2633.733932 = -243929.691025
  nChanged 123
		SP:Iteration 6Q (12199.670000 sec): 3 clusters
  Score: Raw -246654.298852 + Penalty 2633.733932 = -244020.564920
  nChanged 108
		SP:Iteration 7Q (12199.860000 sec): 3 clusters
  Score: Raw -246741.689827 + Penalty 2633.733932 = -244107.955895
  nChanged 99
		SP:Iteration 8Q (12200.070000 sec): 3 clusters
  Score: Raw -246815.687823 + Penalty 2633.733932 = -244181.953892
  nChanged 80
		SP:Iteration 9Q (12200.230000 sec): 3 clusters
  Score: Raw -246874.968585 + Penalty 2633.733932 = -244241.234654
  nChanged 66
		SP:Iteration 10Q (12200.400000 sec): 3 clusters
  Score: Raw -246912.294887 + Penalty 2633.733932 = -244278.560955
  nChanged 39
		SP:Iteration 11Q (12200.570000 sec): 3 clusters
  Score: Raw -246936.309154 + Penalty 2633.733932 = -244302.575222
  nChanged 36
		SP:Iteration 12Q (12200.750000 sec): 3 clusters
  Score: Raw -246950.956918 + Penalty 2633.733932 = -244317.222986
  nChanged 26
		SP:Iteration 13Q (12200.950000 sec): 3 clusters
  Score: Raw -246961.771808 + Penalty 2633.733932 = -244328.037876
  nChanged 20
		SP:Iteration 14Q (12201.160000 sec): 3 clusters
  Score: Raw -246972.586556 + Penalty 2633.733932 = -244338.852624
  nChanged 21
		SP:Iteration 15Q (12201.340000 sec): 3 clusters
  Score: Raw -246984.519437 + Penalty 2633.733932 = -244350.785506
  nChanged 36
		SP:Iteration 16Q (12201.540000 sec): 3 clusters
  Score: Raw -247010.866319 + Penalty 2633.733932 = -244377.132387
  nChanged 40
		SP:Iteration 17Q (12201.710000 sec): 3 clusters
  Score: Raw -247038.367176 + Penalty 2633.733932 = -244404.633244
  nChanged 30
		SP:Iteration 18Q (12201.930000 sec): 3 clusters
  Score: Raw -247056.124248 + Penalty 2633.733932 = -244422.390316
  nChanged 24
		SP:Iteration 19Q (12202.100000 sec): 3 clusters
  Score: Raw -247065.075819 + Penalty 2633.733932 = -244431.341888
  nChanged 18
		SP:Iteration 20F (12202.340000 sec): 3 clusters
  Score: Raw -247072.969698 + Penalty 2633.733932 = -244439.235766
  nChanged 9
		SP:Iteration 21Q (12202.540000 sec): 3 clusters
  Score: Raw -247076.980153 + Penalty 2633.733932 = -244443.246222
  nChanged 12
		SP:Iteration 22Q (12202.730000 sec): 3 clusters
  Score: Raw -247081.838353 + Penalty 2633.733932 = -244448.104422
  nChanged 8
		SP:Iteration 23Q (12202.920000 sec): 3 clusters
  Score: Raw -247085.742379 + Penalty 2633.733932 = -244452.008448
  nChanged 4
		SP:Iteration 24Q (12203.100000 sec): 3 clusters
  Score: Raw -247086.926091 + Penalty 2633.733932 = -244453.192159
  nChanged 2
		SP:Iteration 25Q (12203.280000 sec): 3 clusters
  Score: Raw -247087.281686 + Penalty 2633.733932 = -244453.547754
  nChanged 1
		SP:Iteration 26Q (12203.450000 sec): 3 clusters
  Score: Raw -247087.489013 + Penalty 2633.733932 = -244453.755082
  nChanged 0
		SP:Iteration 27F (12203.620000 sec): 3 clusters
  Score: Raw -247087.489013 + Penalty 2633.733932 = -244453.755082
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12203.700000 sec): 2 clusters
  Score: Raw -35023.695305 + Penalty 1042.453256 = -33981.242049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12203.950000 sec): 3 clusters
  Score: Raw -34938.850116 + Penalty 2084.906512 = -32853.943604
  nChanged 171
		SP:Iteration 1F (12204.160000 sec): 3 clusters
  Score: Raw -35194.798414 + Penalty 2084.906512 = -33109.891902
  nChanged 54
		SP:Iteration 2F (12204.330000 sec): 3 clusters
  Score: Raw -35293.990944 + Penalty 2084.906512 = -33209.084432
  nChanged 20
		SP:Iteration 3Q (12204.550000 sec): 3 clusters
  Score: Raw -35320.152019 + Penalty 2084.906512 = -33235.245507
  nChanged 15
		SP:Iteration 4Q (12204.720000 sec): 3 clusters
  Score: Raw -35343.965950 + Penalty 2084.906512 = -33259.059438
  nChanged 19
		SP:Iteration 5Q (12204.910000 sec): 3 clusters
  Score: Raw -35375.849791 + Penalty 2084.906512 = -33290.943279
  nChanged 11
		SP:Iteration 6Q (12205.110000 sec): 3 clusters
  Score: Raw -35401.464355 + Penalty 2084.906512 = -33316.557843
  nChanged 9
		SP:Iteration 7Q (12205.280000 sec): 3 clusters
  Score: Raw -35419.506267 + Penalty 2084.906512 = -33334.599755
  nChanged 10
		SP:Iteration 8Q (12205.490000 sec): 3 clusters
  Score: Raw -35442.764400 + Penalty 2084.906512 = -33357.857889
  nChanged 9
		SP:Iteration 9Q (12205.610000 sec): 3 clusters
  Score: Raw -35468.272399 + Penalty 2084.906512 = -33383.365887
  nChanged 12
		SP:Iteration 10Q (12205.800000 sec): 3 clusters
  Score: Raw -35494.134023 + Penalty 2084.906512 = -33409.227511
  nChanged 14
		SP:Iteration 11Q (12205.960000 sec): 3 clusters
  Score: Raw -35524.180099 + Penalty 2084.906512 = -33439.273587
  nChanged 11
		SP:Iteration 12Q (12206.130000 sec): 3 clusters
  Score: Raw -35545.629474 + Penalty 2084.906512 = -33460.722962
  nChanged 7
		SP:Iteration 13Q (12206.280000 sec): 3 clusters
  Score: Raw -35565.501624 + Penalty 2084.906512 = -33480.595113
  nChanged 11
		SP:Iteration 14Q (12206.460000 sec): 3 clusters
  Score: Raw -35582.184162 + Penalty 2084.906512 = -33497.277650
  nChanged 9
		SP:Iteration 15Q (12206.670000 sec): 3 clusters
  Score: Raw -35600.651589 + Penalty 2084.906512 = -33515.745077
  nChanged 5
		SP:Iteration 16Q (12206.880000 sec): 3 clusters
  Score: Raw -35605.776102 + Penalty 2084.906512 = -33520.869590
  nChanged 2
		SP:Iteration 17Q (12207.090000 sec): 3 clusters
  Score: Raw -35619.404813 + Penalty 2084.906512 = -33534.498301
  nChanged 2
		SP:Iteration 18Q (12207.260000 sec): 3 clusters
  Score: Raw -35628.114943 + Penalty 2084.906512 = -33543.208431
  nChanged 1
		SP:Iteration 19Q (12207.470000 sec): 3 clusters
  Score: Raw -35632.399929 + Penalty 2084.906512 = -33547.493418
  nChanged 1
		SP:Iteration 20F (12207.630000 sec): 3 clusters
  Score: Raw -35633.212847 + Penalty 2084.906512 = -33548.306336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12207.780000 sec): 2 clusters
  Score: Raw -138890.706926 + Penalty 1209.023836 = -137681.683090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12207.930000 sec): 3 clusters
  Score: Raw -138220.012758 + Penalty 2418.047671 = -135801.965087
  nChanged 568
		SP:Iteration 1F (12208.130000 sec): 3 clusters
  Score: Raw -138650.854526 + Penalty 2418.047671 = -136232.806855
  nChanged 115
		SP:Iteration 2F (12208.330000 sec): 3 clusters
  Score: Raw -138732.082850 + Penalty 2418.047671 = -136314.035179
  nChanged 54
		SP:Iteration 3Q (12208.500000 sec): 3 clusters
  Score: Raw -138774.963654 + Penalty 2418.047671 = -136356.915983
  nChanged 43
		SP:Iteration 4Q (12208.650000 sec): 3 clusters
  Score: Raw -138807.773771 + Penalty 2418.047671 = -136389.726099
  nChanged 33
		SP:Iteration 5Q (12208.840000 sec): 3 clusters
  Score: Raw -138829.320299 + Penalty 2418.047671 = -136411.272628
  nChanged 25
		SP:Iteration 6Q (12209.060000 sec): 3 clusters
  Score: Raw -138842.824423 + Penalty 2418.047671 = -136424.776752
  nChanged 15
		SP:Iteration 7Q (12209.250000 sec): 3 clusters
  Score: Raw -138853.672132 + Penalty 2418.047671 = -136435.624461
  nChanged 18
		SP:Iteration 8Q (12209.430000 sec): 3 clusters
  Score: Raw -138865.837498 + Penalty 2418.047671 = -136447.789826
  nChanged 22
		SP:Iteration 9Q (12209.600000 sec): 3 clusters
  Score: Raw -138878.978552 + Penalty 2418.047671 = -136460.930881
  nChanged 14
		SP:Iteration 10Q (12209.780000 sec): 3 clusters
  Score: Raw -138885.733771 + Penalty 2418.047671 = -136467.686099
  nChanged 11
		SP:Iteration 11Q (12210.000000 sec): 3 clusters
  Score: Raw -138891.375645 + Penalty 2418.047671 = -136473.327974
  nChanged 12
		SP:Iteration 12Q (12210.200000 sec): 3 clusters
  Score: Raw -138899.828885 + Penalty 2418.047671 = -136481.781213
  nChanged 13
		SP:Iteration 13Q (12210.390000 sec): 3 clusters
  Score: Raw -138909.023096 + Penalty 2418.047671 = -136490.975424
  nChanged 11
		SP:Iteration 14Q (12210.530000 sec): 3 clusters
  Score: Raw -138916.752786 + Penalty 2418.047671 = -136498.705115
  nChanged 15
		SP:Iteration 15Q (12210.730000 sec): 3 clusters
  Score: Raw -138924.808816 + Penalty 2418.047671 = -136506.761145
  nChanged 11
		SP:Iteration 16Q (12210.890000 sec): 3 clusters
  Score: Raw -138931.989255 + Penalty 2418.047671 = -136513.941584
  nChanged 12
		SP:Iteration 17Q (12211.070000 sec): 3 clusters
  Score: Raw -138939.758979 + Penalty 2418.047671 = -136521.711308
  nChanged 12
		SP:Iteration 18Q (12211.310000 sec): 3 clusters
  Score: Raw -138947.361092 + Penalty 2418.047671 = -136529.313421
  nChanged 12
		SP:Iteration 19Q (12211.480000 sec): 3 clusters
  Score: Raw -138954.141816 + Penalty 2418.047671 = -136536.094145
  nChanged 10
		SP:Iteration 20F (12211.660000 sec): 3 clusters
  Score: Raw -138960.196959 + Penalty 2418.047671 = -136542.149288
  nChanged 16
		SP:Iteration 21Q (12211.840000 sec): 3 clusters
  Score: Raw -138968.334119 + Penalty 2418.047671 = -136550.286448
  nChanged 13
		SP:Iteration 22Q (12211.990000 sec): 3 clusters
  Score: Raw -138975.154916 + Penalty 2418.047671 = -136557.107244
  nChanged 3
		SP:Iteration 23Q (12212.110000 sec): 3 clusters
  Score: Raw -138976.496329 + Penalty 2418.047671 = -136558.448658
  nChanged 6
		SP:Iteration 24Q (12212.290000 sec): 3 clusters
  Score: Raw -138980.698618 + Penalty 2418.047671 = -136562.650947
  nChanged 5
		SP:Iteration 25Q (12212.460000 sec): 3 clusters
  Score: Raw -138983.196102 + Penalty 2418.047671 = -136565.148431
  nChanged 6
		SP:Iteration 26Q (12212.640000 sec): 3 clusters
  Score: Raw -138985.611770 + Penalty 2418.047671 = -136567.564099
  nChanged 6
		SP:Iteration 27Q (12212.810000 sec): 3 clusters
  Score: Raw -138987.129515 + Penalty 2418.047671 = -136569.081844
  nChanged 4
		SP:Iteration 28Q (12213.000000 sec): 3 clusters
  Score: Raw -138988.332682 + Penalty 2418.047671 = -136570.285011
  nChanged 4
		SP:Iteration 29Q (12213.160000 sec): 3 clusters
  Score: Raw -138990.350681 + Penalty 2418.047671 = -136572.303010
  nChanged 2
		SP:Iteration 30Q (12213.300000 sec): 3 clusters
  Score: Raw -138990.766754 + Penalty 2418.047671 = -136572.719083
  nChanged 2
		SP:Iteration 31Q (12213.450000 sec): 3 clusters
  Score: Raw -138991.309094 + Penalty 2418.047671 = -136573.261423
  nChanged 0
		SP:Iteration 32F (12213.580000 sec): 3 clusters
  Score: Raw -138991.309094 + Penalty 2418.047671 = -136573.261423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (2019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12213.680000 sec): 2 clusters
  Score: Raw -156378.450827 + Penalty 1236.683113 = -155141.767714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12213.860000 sec): 3 clusters
  Score: Raw -155527.639767 + Penalty 2473.366226 = -153054.273541
  nChanged 724
		SP:Iteration 1F (12214.050000 sec): 3 clusters
  Score: Raw -156005.355406 + Penalty 2473.366226 = -153531.989180
  nChanged 156
		SP:Iteration 2F (12214.260000 sec): 3 clusters
  Score: Raw -156147.495057 + Penalty 2473.366226 = -153674.128831
  nChanged 105
		SP:Iteration 3F (12214.470000 sec): 3 clusters
  Score: Raw -156240.875574 + Penalty 2473.366226 = -153767.509348
  nChanged 111
		SP:Iteration 4F (12214.680000 sec): 3 clusters
  Score: Raw -156355.505024 + Penalty 2473.366226 = -153882.138798
  nChanged 119
		SP:Iteration 5F (12214.910000 sec): 3 clusters
  Score: Raw -156484.166843 + Penalty 2473.366226 = -154010.800617
  nChanged 85
		SP:Iteration 6Q (12215.080000 sec): 3 clusters
  Score: Raw -156569.252038 + Penalty 2473.366226 = -154095.885812
  nChanged 75
		SP:Iteration 7Q (12215.270000 sec): 3 clusters
  Score: Raw -156629.146460 + Penalty 2473.366226 = -154155.780235
  nChanged 47
		SP:Iteration 8Q (12215.460000 sec): 3 clusters
  Score: Raw -156671.718006 + Penalty 2473.366226 = -154198.351780
  nChanged 36
		SP:Iteration 9Q (12215.650000 sec): 3 clusters
  Score: Raw -156701.413035 + Penalty 2473.366226 = -154228.046809
  nChanged 41
		SP:Iteration 10Q (12215.830000 sec): 3 clusters
  Score: Raw -156728.374601 + Penalty 2473.366226 = -154255.008375
  nChanged 47
		SP:Iteration 11Q (12216.000000 sec): 3 clusters
  Score: Raw -156763.287909 + Penalty 2473.366226 = -154289.921683
  nChanged 38
		SP:Iteration 12Q (12216.240000 sec): 3 clusters
  Score: Raw -156797.571817 + Penalty 2473.366226 = -154324.205591
  nChanged 34
		SP:Iteration 13Q (12216.420000 sec): 3 clusters
  Score: Raw -156823.075242 + Penalty 2473.366226 = -154349.709016
  nChanged 26
		SP:Iteration 14Q (12216.590000 sec): 3 clusters
  Score: Raw -156838.860278 + Penalty 2473.366226 = -154365.494052
  nChanged 19
		SP:Iteration 15Q (12216.820000 sec): 3 clusters
  Score: Raw -156848.995520 + Penalty 2473.366226 = -154375.629294
  nChanged 16
		SP:Iteration 16Q (12216.970000 sec): 3 clusters
  Score: Raw -156858.514369 + Penalty 2473.366226 = -154385.148143
  nChanged 11
		SP:Iteration 17Q (12217.220000 sec): 3 clusters
  Score: Raw -156865.585518 + Penalty 2473.366226 = -154392.219292
  nChanged 11
		SP:Iteration 18Q (12217.390000 sec): 3 clusters
  Score: Raw -156873.140785 + Penalty 2473.366226 = -154399.774560
  nChanged 14
		SP:Iteration 19Q (12217.560000 sec): 3 clusters
  Score: Raw -156879.973964 + Penalty 2473.366226 = -154406.607738
  nChanged 12
		SP:Iteration 20F (12217.760000 sec): 3 clusters
  Score: Raw -156883.947551 + Penalty 2473.366226 = -154410.581325
  nChanged 7
		SP:Iteration 21Q (12217.920000 sec): 3 clusters
  Score: Raw -156887.552978 + Penalty 2473.366226 = -154414.186752
  nChanged 8
		SP:Iteration 22Q (12218.100000 sec): 3 clusters
  Score: Raw -156890.897651 + Penalty 2473.366226 = -154417.531425
  nChanged 7
		SP:Iteration 23Q (12218.250000 sec): 3 clusters
  Score: Raw -156893.062157 + Penalty 2473.366226 = -154419.695931
  nChanged 4
		SP:Iteration 24Q (12218.370000 sec): 3 clusters
  Score: Raw -156893.830441 + Penalty 2473.366226 = -154420.464215
  nChanged 4
		SP:Iteration 25Q (12218.510000 sec): 3 clusters
  Score: Raw -156895.930902 + Penalty 2473.366226 = -154422.564676
  nChanged 3
		SP:Iteration 26Q (12218.660000 sec): 3 clusters
  Score: Raw -156897.303965 + Penalty 2473.366226 = -154423.937739
  nChanged 2
		SP:Iteration 27Q (12218.800000 sec): 3 clusters
  Score: Raw -156898.129564 + Penalty 2473.366226 = -154424.763338
  nChanged 4
		SP:Iteration 28Q (12218.950000 sec): 3 clusters
  Score: Raw -156899.426754 + Penalty 2473.366226 = -154426.060528
  nChanged 3
		SP:Iteration 29Q (12219.090000 sec): 3 clusters
  Score: Raw -156900.649922 + Penalty 2473.366226 = -154427.283696
  nChanged 3
		SP:Iteration 30Q (12219.230000 sec): 3 clusters
  Score: Raw -156901.512472 + Penalty 2473.366226 = -154428.146246
  nChanged 2
		SP:Iteration 31Q (12219.380000 sec): 3 clusters
  Score: Raw -156902.185539 + Penalty 2473.366226 = -154428.819313
  nChanged 1
		SP:Iteration 32Q (12219.520000 sec): 3 clusters
  Score: Raw -156902.370661 + Penalty 2473.366226 = -154429.004435
  nChanged 0
		SP:Iteration 33F (12219.670000 sec): 3 clusters
  Score: Raw -156902.370661 + Penalty 2473.366226 = -154429.004435
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12219.740000 sec): 2 clusters
  Score: Raw -79875.318682 + Penalty 1142.514340 = -78732.804343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12219.910000 sec): 3 clusters
  Score: Raw -79469.490479 + Penalty 2285.028680 = -77184.461800
  nChanged 359
		SP:Iteration 1F (12220.110000 sec): 3 clusters
  Score: Raw -79794.710392 + Penalty 2285.028680 = -77509.681713
  nChanged 98
		SP:Iteration 2F (12220.290000 sec): 3 clusters
  Score: Raw -79907.545447 + Penalty 2285.028680 = -77622.516767
  nChanged 61
		SP:Iteration 3F (12220.460000 sec): 3 clusters
  Score: Raw -79979.683238 + Penalty 2285.028680 = -77694.654558
  nChanged 40
		SP:Iteration 4Q (12220.620000 sec): 3 clusters
  Score: Raw -80032.294559 + Penalty 2285.028680 = -77747.265880
  nChanged 29
		SP:Iteration 5Q (12220.770000 sec): 3 clusters
  Score: Raw -80061.501550 + Penalty 2285.028680 = -77776.472870
  nChanged 23
		SP:Iteration 6Q (12220.910000 sec): 3 clusters
  Score: Raw -80093.271458 + Penalty 2285.028680 = -77808.242778
  nChanged 21
		SP:Iteration 7Q (12221.050000 sec): 3 clusters
  Score: Raw -80128.605310 + Penalty 2285.028680 = -77843.576630
  nChanged 22
		SP:Iteration 8Q (12221.200000 sec): 3 clusters
  Score: Raw -80161.913498 + Penalty 2285.028680 = -77876.884818
  nChanged 21
		SP:Iteration 9Q (12221.340000 sec): 3 clusters
  Score: Raw -80189.669383 + Penalty 2285.028680 = -77904.640703
  nChanged 20
		SP:Iteration 10Q (12221.480000 sec): 3 clusters
  Score: Raw -80207.586303 + Penalty 2285.028680 = -77922.557623
  nChanged 13
		SP:Iteration 11Q (12221.630000 sec): 3 clusters
  Score: Raw -80219.082644 + Penalty 2285.028680 = -77934.053964
  nChanged 6
		SP:Iteration 12Q (12221.770000 sec): 3 clusters
  Score: Raw -80224.602414 + Penalty 2285.028680 = -77939.573734
  nChanged 6
		SP:Iteration 13Q (12222.010000 sec): 3 clusters
  Score: Raw -80228.912477 + Penalty 2285.028680 = -77943.883797
  nChanged 3
		SP:Iteration 14Q (12222.200000 sec): 3 clusters
  Score: Raw -80231.492658 + Penalty 2285.028680 = -77946.463978
  nChanged 1
		SP:Iteration 15Q (12222.370000 sec): 3 clusters
  Score: Raw -80233.694506 + Penalty 2285.028680 = -77948.665826
  nChanged 3
		SP:Iteration 16Q (12222.530000 sec): 3 clusters
  Score: Raw -80235.657033 + Penalty 2285.028680 = -77950.628353
  nChanged 2
		SP:Iteration 17Q (12222.740000 sec): 3 clusters
  Score: Raw -80237.200224 + Penalty 2285.028680 = -77952.171544
  nChanged 4
		SP:Iteration 18Q (12222.870000 sec): 3 clusters
  Score: Raw -80239.914745 + Penalty 2285.028680 = -77954.886065
  nChanged 2
		SP:Iteration 19Q (12223.040000 sec): 3 clusters
  Score: Raw -80241.545674 + Penalty 2285.028680 = -77956.516994
  nChanged 2
		SP:Iteration 20F (12223.210000 sec): 3 clusters
  Score: Raw -80243.757512 + Penalty 2285.028680 = -77958.728833
  nChanged 2
		SP:Iteration 21Q (12223.380000 sec): 3 clusters
  Score: Raw -80246.631037 + Penalty 2285.028680 = -77961.602357
  nChanged 2
		SP:Iteration 22Q (12223.570000 sec): 3 clusters
  Score: Raw -80250.199770 + Penalty 2285.028680 = -77965.171091
  nChanged 1
		SP:Iteration 23Q (12223.710000 sec): 3 clusters
  Score: Raw -80250.932541 + Penalty 2285.028680 = -77965.903861
  nChanged 0
		SP:Iteration 24F (12223.870000 sec): 3 clusters
  Score: Raw -80250.932541 + Penalty 2285.028680 = -77965.903861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12223.980000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12224.110000 sec): 3 clusters
  Score: Raw -249012.682590 + Penalty 2607.867433 = -246404.815158
  nChanged 1187
		SP:Iteration 1F (12224.220000 sec): 3 clusters
  Score: Raw -249737.206353 + Penalty 2607.867433 = -247129.338920
  nChanged 246
		SP:Iteration 2F (12224.390000 sec): 3 clusters
  Score: Raw -249935.314388 + Penalty 2607.867433 = -247327.446955
  nChanged 223
		SP:Iteration 3F (12224.570000 sec): 3 clusters
  Score: Raw -250148.684609 + Penalty 2607.867433 = -247540.817176
  nChanged 179
		SP:Iteration 4F (12224.760000 sec): 3 clusters
  Score: Raw -250316.700784 + Penalty 2607.867433 = -247708.833351
  nChanged 150
		SP:Iteration 5Q (12224.920000 sec): 3 clusters
  Score: Raw -250447.355735 + Penalty 2607.867433 = -247839.488302
  nChanged 122
		SP:Iteration 6Q (12225.100000 sec): 3 clusters
  Score: Raw -250536.265389 + Penalty 2607.867433 = -247928.397956
  nChanged 91
		SP:Iteration 7Q (12225.280000 sec): 3 clusters
  Score: Raw -250611.797321 + Penalty 2607.867433 = -248003.929888
  nChanged 89
		SP:Iteration 8Q (12225.470000 sec): 3 clusters
  Score: Raw -250680.819149 + Penalty 2607.867433 = -248072.951716
  nChanged 86
		SP:Iteration 9Q (12225.630000 sec): 3 clusters
  Score: Raw -250737.395751 + Penalty 2607.867433 = -248129.528318
  nChanged 62
		SP:Iteration 10Q (12225.800000 sec): 3 clusters
  Score: Raw -250775.105453 + Penalty 2607.867433 = -248167.238020
  nChanged 48
		SP:Iteration 11Q (12225.970000 sec): 3 clusters
  Score: Raw -250796.431181 + Penalty 2607.867433 = -248188.563748
  nChanged 28
		SP:Iteration 12Q (12226.150000 sec): 3 clusters
  Score: Raw -250808.409291 + Penalty 2607.867433 = -248200.541859
  nChanged 18
		SP:Iteration 13Q (12226.310000 sec): 3 clusters
  Score: Raw -250814.610996 + Penalty 2607.867433 = -248206.743563
  nChanged 13
		SP:Iteration 14Q (12226.510000 sec): 3 clusters
  Score: Raw -250819.759312 + Penalty 2607.867433 = -248211.891879
  nChanged 10
		SP:Iteration 15Q (12226.700000 sec): 3 clusters
  Score: Raw -250822.994400 + Penalty 2607.867433 = -248215.126967
  nChanged 6
		SP:Iteration 16Q (12226.860000 sec): 3 clusters
  Score: Raw -250824.963805 + Penalty 2607.867433 = -248217.096372
  nChanged 2
		SP:Iteration 17Q (12227.030000 sec): 3 clusters
  Score: Raw -250825.384628 + Penalty 2607.867433 = -248217.517195
  nChanged 1
		SP:Iteration 18Q (12227.190000 sec): 3 clusters
  Score: Raw -250825.592959 + Penalty 2607.867433 = -248217.725527
  nChanged 2
		SP:Iteration 19Q (12227.390000 sec): 3 clusters
  Score: Raw -250826.052501 + Penalty 2607.867433 = -248218.185069
  nChanged 0
		SP:Iteration 20F (12227.570000 sec): 3 clusters
  Score: Raw -250826.052501 + Penalty 2607.867433 = -248218.185069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12227.670000 sec): 2 clusters
  Score: Raw -45056.127550 + Penalty 1076.410600 = -43979.716951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12227.870000 sec): 3 clusters
  Score: Raw -44905.885347 + Penalty 2152.821199 = -42753.064148
  nChanged 214
		SP:Iteration 1F (12228.080000 sec): 3 clusters
  Score: Raw -45144.013491 + Penalty 2152.821199 = -42991.192292
  nChanged 52
		SP:Iteration 2F (12228.250000 sec): 3 clusters
  Score: Raw -45243.552001 + Penalty 2152.821199 = -43090.730801
  nChanged 33
		SP:Iteration 3Q (12228.510000 sec): 3 clusters
  Score: Raw -45294.790186 + Penalty 2152.821199 = -43141.968986
  nChanged 26
		SP:Iteration 4Q (12228.680000 sec): 3 clusters
  Score: Raw -45324.311151 + Penalty 2152.821199 = -43171.489952
  nChanged 17
		SP:Iteration 5Q (12228.830000 sec): 3 clusters
  Score: Raw -45346.056176 + Penalty 2152.821199 = -43193.234977
  nChanged 15
		SP:Iteration 6Q (12228.970000 sec): 3 clusters
  Score: Raw -45366.913162 + Penalty 2152.821199 = -43214.091963
  nChanged 7
		SP:Iteration 7Q (12229.130000 sec): 3 clusters
  Score: Raw -45375.399280 + Penalty 2152.821199 = -43222.578081
  nChanged 4
		SP:Iteration 8Q (12229.280000 sec): 3 clusters
  Score: Raw -45384.309559 + Penalty 2152.821199 = -43231.488360
  nChanged 3
		SP:Iteration 9Q (12229.420000 sec): 3 clusters
  Score: Raw -45390.996094 + Penalty 2152.821199 = -43238.174895
  nChanged 6
		SP:Iteration 10Q (12229.550000 sec): 3 clusters
  Score: Raw -45399.281543 + Penalty 2152.821199 = -43246.460344
  nChanged 4
		SP:Iteration 11Q (12229.720000 sec): 3 clusters
  Score: Raw -45402.336451 + Penalty 2152.821199 = -43249.515252
  nChanged 0
		SP:Iteration 12F (12229.890000 sec): 3 clusters
  Score: Raw -45402.336451 + Penalty 2152.821199 = -43249.515252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12229.990000 sec): 2 clusters
  Score: Raw -45351.990347 + Penalty 1028.869051 = -44323.121296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12230.190000 sec): 3 clusters
  Score: Raw -45254.038791 + Penalty 2057.738101 = -43196.300690
  nChanged 152
		SP:Iteration 1F (12230.310000 sec): 3 clusters
  Score: Raw -45429.768564 + Penalty 2057.738101 = -43372.030463
  nChanged 37
		SP:Iteration 2F (12230.460000 sec): 3 clusters
  Score: Raw -45513.641463 + Penalty 2057.738101 = -43455.903362
  nChanged 25
		SP:Iteration 3Q (12230.600000 sec): 3 clusters
  Score: Raw -45565.514365 + Penalty 2057.738101 = -43507.776264
  nChanged 11
		SP:Iteration 4Q (12230.750000 sec): 3 clusters
  Score: Raw -45589.297804 + Penalty 2057.738101 = -43531.559703
  nChanged 10
		SP:Iteration 5Q (12230.910000 sec): 3 clusters
  Score: Raw -45607.195063 + Penalty 2057.738101 = -43549.456962
  nChanged 8
		SP:Iteration 6Q (12231.070000 sec): 3 clusters
  Score: Raw -45619.309032 + Penalty 2057.738101 = -43561.570931
  nChanged 12
		SP:Iteration 7Q (12231.250000 sec): 3 clusters
  Score: Raw -45635.279509 + Penalty 2057.738101 = -43577.541407
  nChanged 6
		SP:Iteration 8Q (12231.440000 sec): 3 clusters
  Score: Raw -45642.044209 + Penalty 2057.738101 = -43584.306107
  nChanged 3
		SP:Iteration 9Q (12231.570000 sec): 3 clusters
  Score: Raw -45646.906936 + Penalty 2057.738101 = -43589.168834
  nChanged 3
		SP:Iteration 10Q (12231.730000 sec): 3 clusters
  Score: Raw -45649.997798 + Penalty 2057.738101 = -43592.259697
  nChanged 2
		SP:Iteration 11Q (12231.910000 sec): 3 clusters
  Score: Raw -45652.068453 + Penalty 2057.738101 = -43594.330352
  nChanged 1
		SP:Iteration 12Q (12232.080000 sec): 3 clusters
  Score: Raw -45653.281809 + Penalty 2057.738101 = -43595.543708
  nChanged 2
		SP:Iteration 13Q (12232.260000 sec): 3 clusters
  Score: Raw -45656.960317 + Penalty 2057.738101 = -43599.222215
  nChanged 4
		SP:Iteration 14Q (12232.430000 sec): 3 clusters
  Score: Raw -45673.818705 + Penalty 2057.738101 = -43616.080604
  nChanged 8
		SP:Iteration 15Q (12232.600000 sec): 3 clusters
  Score: Raw -45692.547991 + Penalty 2057.738101 = -43634.809890
  nChanged 3
		SP:Iteration 16Q (12232.810000 sec): 3 clusters
  Score: Raw -45696.777421 + Penalty 2057.738101 = -43639.039320
  nChanged 2
		SP:Iteration 17Q (12232.930000 sec): 3 clusters
  Score: Raw -45698.046197 + Penalty 2057.738101 = -43640.308096
  nChanged 1
		SP:Iteration 18Q (12233.090000 sec): 3 clusters
  Score: Raw -45699.388049 + Penalty 2057.738101 = -43641.649947
  nChanged 1
		SP:Iteration 19Q (12233.260000 sec): 3 clusters
  Score: Raw -45701.241395 + Penalty 2057.738101 = -43643.503294
  nChanged 2
		SP:Iteration 20F (12233.460000 sec): 3 clusters
  Score: Raw -45703.000650 + Penalty 2057.738101 = -43645.262549
  nChanged 1
		SP:Iteration 21Q (12233.640000 sec): 3 clusters
  Score: Raw -45704.244738 + Penalty 2057.738101 = -43646.506637
  nChanged 2
		SP:Iteration 22Q (12233.810000 sec): 3 clusters
  Score: Raw -45707.873635 + Penalty 2057.738101 = -43650.135534
  nChanged 1
		SP:Iteration 23Q (12234.000000 sec): 3 clusters
  Score: Raw -45709.523364 + Penalty 2057.738101 = -43651.785262
  nChanged 1
		SP:Iteration 24Q (12234.190000 sec): 3 clusters
  Score: Raw -45710.394753 + Penalty 2057.738101 = -43652.656652
  nChanged 0
		SP:Iteration 25F (12234.350000 sec): 3 clusters
  Score: Raw -45710.394753 + Penalty 2057.738101 = -43652.656652
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12234.450000 sec): 2 clusters
  Score: Raw -747502.811458 + Penalty 1472.341560 = -746030.469898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12234.690000 sec): 3 clusters
  Score: Raw -742694.595114 + Penalty 2944.683120 = -739749.911994
  nChanged 3695
		SP:Iteration 1F (12234.880000 sec): 3 clusters
  Score: Raw -744794.653508 + Penalty 2944.683120 = -741849.970388
  nChanged 681
		SP:Iteration 2F (12235.060000 sec): 3 clusters
  Score: Raw -745260.769318 + Penalty 2944.683120 = -742316.086198
  nChanged 666
		SP:Iteration 3F (12235.300000 sec): 3 clusters
  Score: Raw -745749.740339 + Penalty 2944.683120 = -742805.057218
  nChanged 655
		SP:Iteration 4F (12235.500000 sec): 3 clusters
  Score: Raw -746270.703723 + Penalty 2944.683120 = -743326.020603
  nChanged 568
		SP:Iteration 5F (12235.700000 sec): 3 clusters
  Score: Raw -746668.165089 + Penalty 2944.683120 = -743723.481969
  nChanged 459
		SP:Iteration 6F (12235.880000 sec): 3 clusters
  Score: Raw -746947.766503 + Penalty 2944.683120 = -744003.083382
  nChanged 331
		SP:Iteration 7Q (12236.100000 sec): 3 clusters
  Score: Raw -747107.640842 + Penalty 2944.683120 = -744162.957722
  nChanged 234
		SP:Iteration 8Q (12236.320000 sec): 3 clusters
  Score: Raw -747213.064057 + Penalty 2944.683120 = -744268.380937
  nChanged 186
		SP:Iteration 9Q (12236.450000 sec): 3 clusters
  Score: Raw -747288.770303 + Penalty 2944.683120 = -744344.087182
  nChanged 151
		SP:Iteration 10Q (12236.690000 sec): 3 clusters
  Score: Raw -747341.834914 + Penalty 2944.683120 = -744397.151794
  nChanged 104
		SP:Iteration 11Q (12236.860000 sec): 3 clusters
  Score: Raw -747379.769382 + Penalty 2944.683120 = -744435.086262
  nChanged 93
		SP:Iteration 12Q (12237.090000 sec): 3 clusters
  Score: Raw -747409.883157 + Penalty 2944.683120 = -744465.200037
  nChanged 92
		SP:Iteration 13Q (12237.280000 sec): 3 clusters
  Score: Raw -747441.003756 + Penalty 2944.683120 = -744496.320635
  nChanged 70
		SP:Iteration 14Q (12237.520000 sec): 3 clusters
  Score: Raw -747463.424545 + Penalty 2944.683120 = -744518.741425
  nChanged 73
		SP:Iteration 15Q (12237.710000 sec): 3 clusters
  Score: Raw -747486.601443 + Penalty 2944.683120 = -744541.918323
  nChanged 60
		SP:Iteration 16Q (12237.920000 sec): 3 clusters
  Score: Raw -747508.730526 + Penalty 2944.683120 = -744564.047406
  nChanged 60
		SP:Iteration 17Q (12238.100000 sec): 3 clusters
  Score: Raw -747533.721482 + Penalty 2944.683120 = -744589.038362
  nChanged 61
		SP:Iteration 18Q (12238.270000 sec): 3 clusters
  Score: Raw -747555.895083 + Penalty 2944.683120 = -744611.211963
  nChanged 53
		SP:Iteration 19Q (12238.480000 sec): 3 clusters
  Score: Raw -747572.384490 + Penalty 2944.683120 = -744627.701370
  nChanged 52
		SP:Iteration 20F (12238.660000 sec): 3 clusters
  Score: Raw -747591.881332 + Penalty 2944.683120 = -744647.198211
  nChanged 52
		SP:Iteration 21Q (12238.860000 sec): 3 clusters
  Score: Raw -747608.516607 + Penalty 2944.683120 = -744663.833487
  nChanged 35
		SP:Iteration 22Q (12239.060000 sec): 3 clusters
  Score: Raw -747619.675826 + Penalty 2944.683120 = -744674.992706
  nChanged 33
		SP:Iteration 23Q (12239.230000 sec): 3 clusters
  Score: Raw -747630.588923 + Penalty 2944.683120 = -744685.905803
  nChanged 29
		SP:Iteration 24Q (12239.400000 sec): 3 clusters
  Score: Raw -747640.343687 + Penalty 2944.683120 = -744695.660567
  nChanged 24
		SP:Iteration 25Q (12239.560000 sec): 3 clusters
  Score: Raw -747649.492216 + Penalty 2944.683120 = -744704.809096
  nChanged 27
		SP:Iteration 26Q (12239.770000 sec): 3 clusters
  Score: Raw -747658.256192 + Penalty 2944.683120 = -744713.573072
  nChanged 22
		SP:Iteration 27Q (12240.000000 sec): 3 clusters
  Score: Raw -747664.747574 + Penalty 2944.683120 = -744720.064454
  nChanged 20
		SP:Iteration 28Q (12240.220000 sec): 3 clusters
  Score: Raw -747672.901029 + Penalty 2944.683120 = -744728.217909
  nChanged 22
		SP:Iteration 29Q (12240.420000 sec): 3 clusters
  Score: Raw -747680.766624 + Penalty 2944.683120 = -744736.083504
  nChanged 24
		SP:Iteration 30Q (12240.580000 sec): 3 clusters
  Score: Raw -747689.581645 + Penalty 2944.683120 = -744744.898525
  nChanged 31
		SP:Iteration 31Q (12240.800000 sec): 3 clusters
  Score: Raw -747701.202408 + Penalty 2944.683120 = -744756.519288
  nChanged 29
		SP:Iteration 32Q (12240.960000 sec): 3 clusters
  Score: Raw -747711.663749 + Penalty 2944.683120 = -744766.980629
  nChanged 23
		SP:Iteration 33Q (12241.210000 sec): 3 clusters
  Score: Raw -747718.904672 + Penalty 2944.683120 = -744774.221552
  nChanged 24
		SP:Iteration 34Q (12241.370000 sec): 3 clusters
  Score: Raw -747726.752469 + Penalty 2944.683120 = -744782.069349
  nChanged 19
		SP:Iteration 35Q (12241.600000 sec): 3 clusters
  Score: Raw -747731.333307 + Penalty 2944.683120 = -744786.650187
  nChanged 15
		SP:Iteration 36Q (12241.820000 sec): 3 clusters
  Score: Raw -747736.217330 + Penalty 2944.683120 = -744791.534210
  nChanged 12
		SP:Iteration 37Q (12242.010000 sec): 3 clusters
  Score: Raw -747739.868560 + Penalty 2944.683120 = -744795.185440
  nChanged 17
		SP:Iteration 38Q (12242.220000 sec): 3 clusters
  Score: Raw -747744.761971 + Penalty 2944.683120 = -744800.078851
  nChanged 16
		SP:Iteration 39Q (12242.430000 sec): 3 clusters
  Score: Raw -747749.002214 + Penalty 2944.683120 = -744804.319094
  nChanged 14
		SP:Iteration 40F (12242.640000 sec): 3 clusters
  Score: Raw -747754.357995 + Penalty 2944.683120 = -744809.674875
  nChanged 14
		SP:Iteration 41Q (12242.820000 sec): 3 clusters
  Score: Raw -747758.950665 + Penalty 2944.683120 = -744814.267545
  nChanged 13
		SP:Iteration 42Q (12243.010000 sec): 3 clusters
  Score: Raw -747763.721301 + Penalty 2944.683120 = -744819.038180
  nChanged 16
		SP:Iteration 43Q (12243.230000 sec): 3 clusters
  Score: Raw -747769.300546 + Penalty 2944.683120 = -744824.617426
  nChanged 15
		SP:Iteration 44Q (12243.400000 sec): 3 clusters
  Score: Raw -747774.364693 + Penalty 2944.683120 = -744829.681573
  nChanged 17
		SP:Iteration 45Q (12243.620000 sec): 3 clusters
  Score: Raw -747780.234487 + Penalty 2944.683120 = -744835.551367
  nChanged 16
		SP:Iteration 46Q (12243.820000 sec): 3 clusters
  Score: Raw -747785.683402 + Penalty 2944.683120 = -744841.000282
  nChanged 14
		SP:Iteration 47Q (12244.030000 sec): 3 clusters
  Score: Raw -747791.213171 + Penalty 2944.683120 = -744846.530051
  nChanged 19
		SP:Iteration 48Q (12244.230000 sec): 3 clusters
  Score: Raw -747798.437792 + Penalty 2944.683120 = -744853.754672
  nChanged 17
		SP:Iteration 49Q (12244.430000 sec): 3 clusters
  Score: Raw -747803.618610 + Penalty 2944.683120 = -744858.935490
  nChanged 12
		SP:Iteration 50Q (12244.690000 sec): 3 clusters
  Score: Raw -747807.676136 + Penalty 2944.683120 = -744862.993016
  nChanged 16
		SP:Iteration 51Q (12244.860000 sec): 3 clusters
  Score: Raw -747814.046247 + Penalty 2944.683120 = -744869.363126
  nChanged 19
		SP:Iteration 52Q (12245.050000 sec): 3 clusters
  Score: Raw -747821.070776 + Penalty 2944.683120 = -744876.387656
  nChanged 15
		SP:Iteration 53Q (12245.250000 sec): 3 clusters
  Score: Raw -747827.706701 + Penalty 2944.683120 = -744883.023581
  nChanged 14
		SP:Iteration 54Q (12245.500000 sec): 3 clusters
  Score: Raw -747832.292818 + Penalty 2944.683120 = -744887.609698
  nChanged 8
		SP:Iteration 55Q (12245.700000 sec): 3 clusters
  Score: Raw -747835.032911 + Penalty 2944.683120 = -744890.349791
  nChanged 8
		SP:Iteration 56Q (12245.900000 sec): 3 clusters
  Score: Raw -747837.789736 + Penalty 2944.683120 = -744893.106616
  nChanged 7
		SP:Iteration 57Q (12246.110000 sec): 3 clusters
  Score: Raw -747840.168521 + Penalty 2944.683120 = -744895.485400
  nChanged 6
		SP:Iteration 58Q (12246.340000 sec): 3 clusters
  Score: Raw -747842.598294 + Penalty 2944.683120 = -744897.915174
  nChanged 6
		SP:Iteration 59Q (12246.550000 sec): 3 clusters
  Score: Raw -747844.413193 + Penalty 2944.683120 = -744899.730073
  nChanged 2
		SP:Iteration 60F (12246.750000 sec): 3 clusters
  Score: Raw -747845.261091 + Penalty 2944.683120 = -744900.577971
  nChanged 4
		SP:Iteration 61Q (12246.980000 sec): 3 clusters
  Score: Raw -747846.204388 + Penalty 2944.683120 = -744901.521268
  nChanged 2
		SP:Iteration 62Q (12247.160000 sec): 3 clusters
  Score: Raw -747847.089007 + Penalty 2944.683120 = -744902.405887
  nChanged 4
		SP:Iteration 63Q (12247.380000 sec): 3 clusters
  Score: Raw -747848.534551 + Penalty 2944.683120 = -744903.851431
  nChanged 3
		SP:Iteration 64Q (12247.590000 sec): 3 clusters
  Score: Raw -747849.852112 + Penalty 2944.683120 = -744905.168991
  nChanged 3
		SP:Iteration 65Q (12247.780000 sec): 3 clusters
  Score: Raw -747851.041283 + Penalty 2944.683120 = -744906.358163
  nChanged 4
		SP:Iteration 66Q (12247.970000 sec): 3 clusters
  Score: Raw -747852.209493 + Penalty 2944.683120 = -744907.526373
  nChanged 1
		SP:Iteration 67Q (12248.160000 sec): 3 clusters
  Score: Raw -747852.754310 + Penalty 2944.683120 = -744908.071190
  nChanged 1
		SP:Iteration 68Q (12248.370000 sec): 3 clusters
  Score: Raw -747852.931985 + Penalty 2944.683120 = -744908.248865
  nChanged 0
		SP:Iteration 69F (12248.580000 sec): 3 clusters
  Score: Raw -747852.931985 + Penalty 2944.683120 = -744908.248865
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12248.660000 sec): 2 clusters
  Score: Raw -397079.416313 + Penalty 1385.499852 = -395693.916462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12248.890000 sec): 3 clusters
  Score: Raw -394380.111715 + Penalty 2770.999703 = -391609.112011
  nChanged 2035
		SP:Iteration 1F (12249.040000 sec): 3 clusters
  Score: Raw -395569.096325 + Penalty 2770.999703 = -392798.096622
  nChanged 376
		SP:Iteration 2F (12249.240000 sec): 3 clusters
  Score: Raw -395785.747849 + Penalty 2770.999703 = -393014.748146
  nChanged 297
		SP:Iteration 3F (12249.420000 sec): 3 clusters
  Score: Raw -395958.348769 + Penalty 2770.999703 = -393187.349066
  nChanged 263
		SP:Iteration 4F (12249.630000 sec): 3 clusters
  Score: Raw -396111.306519 + Penalty 2770.999703 = -393340.306816
  nChanged 245
		SP:Iteration 5Q (12249.820000 sec): 3 clusters
  Score: Raw -396259.386311 + Penalty 2770.999703 = -393488.386608
  nChanged 228
		SP:Iteration 6Q (12250.010000 sec): 3 clusters
  Score: Raw -396412.396223 + Penalty 2770.999703 = -393641.396520
  nChanged 230
		SP:Iteration 7Q (12250.210000 sec): 3 clusters
  Score: Raw -396551.241804 + Penalty 2770.999703 = -393780.242101
  nChanged 194
		SP:Iteration 8Q (12250.370000 sec): 3 clusters
  Score: Raw -396667.397199 + Penalty 2770.999703 = -393896.397495
  nChanged 186
		SP:Iteration 9Q (12250.560000 sec): 3 clusters
  Score: Raw -396779.079457 + Penalty 2770.999703 = -394008.079754
  nChanged 146
		SP:Iteration 10Q (12250.740000 sec): 3 clusters
  Score: Raw -396867.469883 + Penalty 2770.999703 = -394096.470180
  nChanged 128
		SP:Iteration 11Q (12250.920000 sec): 3 clusters
  Score: Raw -396945.566888 + Penalty 2770.999703 = -394174.567185
  nChanged 113
		SP:Iteration 12Q (12251.140000 sec): 3 clusters
  Score: Raw -397007.004927 + Penalty 2770.999703 = -394236.005224
  nChanged 103
		SP:Iteration 13Q (12251.320000 sec): 3 clusters
  Score: Raw -397062.573550 + Penalty 2770.999703 = -394291.573847
  nChanged 94
		SP:Iteration 14Q (12251.540000 sec): 3 clusters
  Score: Raw -397112.061608 + Penalty 2770.999703 = -394341.061905
  nChanged 79
		SP:Iteration 15Q (12251.720000 sec): 3 clusters
  Score: Raw -397156.305356 + Penalty 2770.999703 = -394385.305653
  nChanged 67
		SP:Iteration 16Q (12251.890000 sec): 3 clusters
  Score: Raw -397189.393049 + Penalty 2770.999703 = -394418.393346
  nChanged 64
		SP:Iteration 17Q (12252.100000 sec): 3 clusters
  Score: Raw -397218.941986 + Penalty 2770.999703 = -394447.942283
  nChanged 57
		SP:Iteration 18Q (12252.270000 sec): 3 clusters
  Score: Raw -397246.851775 + Penalty 2770.999703 = -394475.852072
  nChanged 42
		SP:Iteration 19Q (12252.460000 sec): 3 clusters
  Score: Raw -397265.031063 + Penalty 2770.999703 = -394494.031360
  nChanged 35
		SP:Iteration 20F (12252.660000 sec): 3 clusters
  Score: Raw -397279.914678 + Penalty 2770.999703 = -394508.914975
  nChanged 34
		SP:Iteration 21Q (12252.840000 sec): 3 clusters
  Score: Raw -397295.996109 + Penalty 2770.999703 = -394524.996406
  nChanged 33
		SP:Iteration 22Q (12253.040000 sec): 3 clusters
  Score: Raw -397311.763197 + Penalty 2770.999703 = -394540.763494
  nChanged 21
		SP:Iteration 23Q (12253.200000 sec): 3 clusters
  Score: Raw -397320.391536 + Penalty 2770.999703 = -394549.391832
  nChanged 11
		SP:Iteration 24Q (12253.380000 sec): 3 clusters
  Score: Raw -397325.907105 + Penalty 2770.999703 = -394554.907402
  nChanged 12
		SP:Iteration 25Q (12253.630000 sec): 3 clusters
  Score: Raw -397330.319159 + Penalty 2770.999703 = -394559.319456
  nChanged 13
		SP:Iteration 26Q (12253.800000 sec): 3 clusters
  Score: Raw -397335.413585 + Penalty 2770.999703 = -394564.413882
  nChanged 8
		SP:Iteration 27Q (12254.040000 sec): 3 clusters
  Score: Raw -397338.965219 + Penalty 2770.999703 = -394567.965516
  nChanged 7
		SP:Iteration 28Q (12254.230000 sec): 3 clusters
  Score: Raw -397341.179502 + Penalty 2770.999703 = -394570.179799
  nChanged 4
		SP:Iteration 29Q (12254.430000 sec): 3 clusters
  Score: Raw -397342.480275 + Penalty 2770.999703 = -394571.480572
  nChanged 1
		SP:Iteration 30Q (12254.570000 sec): 3 clusters
  Score: Raw -397342.982472 + Penalty 2770.999703 = -394571.982769
  nChanged 2
		SP:Iteration 31Q (12254.810000 sec): 3 clusters
  Score: Raw -397343.575258 + Penalty 2770.999703 = -394572.575555
  nChanged 0
		SP:Iteration 32F (12254.980000 sec): 3 clusters
  Score: Raw -397343.575258 + Penalty 2770.999703 = -394572.575555
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12255.050000 sec): 2 clusters
  Score: Raw -286625.349422 + Penalty 1337.944260 = -285287.405162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12255.210000 sec): 3 clusters
  Score: Raw -284777.928088 + Penalty 2675.888521 = -282102.039568
  nChanged 1497
		SP:Iteration 1F (12255.390000 sec): 3 clusters
  Score: Raw -285595.457851 + Penalty 2675.888521 = -282919.569331
  nChanged 278
		SP:Iteration 2F (12255.560000 sec): 3 clusters
  Score: Raw -285773.886181 + Penalty 2675.888521 = -283097.997660
  nChanged 228
		SP:Iteration 3F (12255.750000 sec): 3 clusters
  Score: Raw -285940.954658 + Penalty 2675.888521 = -283265.066138
  nChanged 199
		SP:Iteration 4F (12255.960000 sec): 3 clusters
  Score: Raw -286103.779675 + Penalty 2675.888521 = -283427.891154
  nChanged 196
		SP:Iteration 5F (12256.080000 sec): 3 clusters
  Score: Raw -286291.284562 + Penalty 2675.888521 = -283615.396041
  nChanged 201
		SP:Iteration 6F (12256.240000 sec): 3 clusters
  Score: Raw -286480.891906 + Penalty 2675.888521 = -283805.003386
  nChanged 197
		SP:Iteration 7F (12256.440000 sec): 3 clusters
  Score: Raw -286674.502881 + Penalty 2675.888521 = -283998.614361
  nChanged 168
		SP:Iteration 8Q (12256.610000 sec): 3 clusters
  Score: Raw -286829.702734 + Penalty 2675.888521 = -284153.814214
  nChanged 151
		SP:Iteration 9Q (12256.830000 sec): 3 clusters
  Score: Raw -286957.500710 + Penalty 2675.888521 = -284281.612190
  nChanged 125
		SP:Iteration 10Q (12257.020000 sec): 3 clusters
  Score: Raw -287060.654735 + Penalty 2675.888521 = -284384.766214
  nChanged 122
		SP:Iteration 11Q (12257.180000 sec): 3 clusters
  Score: Raw -287164.177937 + Penalty 2675.888521 = -284488.289417
  nChanged 107
		SP:Iteration 12Q (12257.390000 sec): 3 clusters
  Score: Raw -287253.519115 + Penalty 2675.888521 = -284577.630594
  nChanged 96
		SP:Iteration 13Q (12257.590000 sec): 3 clusters
  Score: Raw -287318.017955 + Penalty 2675.888521 = -284642.129434
  nChanged 75
		SP:Iteration 14Q (12257.760000 sec): 3 clusters
  Score: Raw -287365.477375 + Penalty 2675.888521 = -284689.588854
  nChanged 65
		SP:Iteration 15Q (12257.930000 sec): 3 clusters
  Score: Raw -287401.539218 + Penalty 2675.888521 = -284725.650697
  nChanged 39
		SP:Iteration 16Q (12258.100000 sec): 3 clusters
  Score: Raw -287417.786339 + Penalty 2675.888521 = -284741.897819
  nChanged 30
		SP:Iteration 17Q (12258.250000 sec): 3 clusters
  Score: Raw -287431.215962 + Penalty 2675.888521 = -284755.327441
  nChanged 26
		SP:Iteration 18Q (12258.460000 sec): 3 clusters
  Score: Raw -287442.906914 + Penalty 2675.888521 = -284767.018393
  nChanged 35
		SP:Iteration 19Q (12258.610000 sec): 3 clusters
  Score: Raw -287457.237146 + Penalty 2675.888521 = -284781.348625
  nChanged 27
		SP:Iteration 20F (12258.790000 sec): 3 clusters
  Score: Raw -287466.183913 + Penalty 2675.888521 = -284790.295392
  nChanged 26
		SP:Iteration 21Q (12259.000000 sec): 3 clusters
  Score: Raw -287475.781335 + Penalty 2675.888521 = -284799.892815
  nChanged 24
		SP:Iteration 22Q (12259.160000 sec): 3 clusters
  Score: Raw -287488.384058 + Penalty 2675.888521 = -284812.495537
  nChanged 22
		SP:Iteration 23Q (12259.360000 sec): 3 clusters
  Score: Raw -287498.160431 + Penalty 2675.888521 = -284822.271910
  nChanged 16
		SP:Iteration 24Q (12259.520000 sec): 3 clusters
  Score: Raw -287504.282580 + Penalty 2675.888521 = -284828.394059
  nChanged 12
		SP:Iteration 25Q (12259.720000 sec): 3 clusters
  Score: Raw -287508.119873 + Penalty 2675.888521 = -284832.231353
  nChanged 14
		SP:Iteration 26Q (12259.890000 sec): 3 clusters
  Score: Raw -287513.945945 + Penalty 2675.888521 = -284838.057424
  nChanged 10
		SP:Iteration 27Q (12260.060000 sec): 3 clusters
  Score: Raw -287517.358945 + Penalty 2675.888521 = -284841.470424
  nChanged 6
		SP:Iteration 28Q (12260.270000 sec): 3 clusters
  Score: Raw -287518.374934 + Penalty 2675.888521 = -284842.486413
  nChanged 3
		SP:Iteration 29Q (12260.490000 sec): 3 clusters
  Score: Raw -287518.792018 + Penalty 2675.888521 = -284842.903497
  nChanged 5
		SP:Iteration 30Q (12260.640000 sec): 3 clusters
  Score: Raw -287519.828705 + Penalty 2675.888521 = -284843.940184
  nChanged 1
		SP:Iteration 31Q (12260.820000 sec): 3 clusters
  Score: Raw -287520.246409 + Penalty 2675.888521 = -284844.357889
  nChanged 2
		SP:Iteration 32Q (12261.000000 sec): 3 clusters
  Score: Raw -287521.152703 + Penalty 2675.888521 = -284845.264183
  nChanged 0
		SP:Iteration 33F (12261.150000 sec): 3 clusters
  Score: Raw -287521.152703 + Penalty 2675.888521 = -284845.264183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (9147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12261.280000 sec): 2 clusters
  Score: Raw -779389.904166 + Penalty 1482.191951 = -777907.712216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12261.520000 sec): 3 clusters
  Score: Raw -774255.171025 + Penalty 2964.383902 = -771290.787123
  nChanged 3976
		SP:Iteration 1F (12261.710000 sec): 3 clusters
  Score: Raw -776547.380047 + Penalty 2964.383902 = -773582.996145
  nChanged 583
		SP:Iteration 2F (12261.960000 sec): 3 clusters
  Score: Raw -776861.003834 + Penalty 2964.383902 = -773896.619932
  nChanged 504
		SP:Iteration 3F (12262.200000 sec): 3 clusters
  Score: Raw -777150.278189 + Penalty 2964.383902 = -774185.894287
  nChanged 465
		SP:Iteration 4F (12262.380000 sec): 3 clusters
  Score: Raw -777436.621225 + Penalty 2964.383902 = -774472.237324
  nChanged 471
		SP:Iteration 5F (12262.580000 sec): 3 clusters
  Score: Raw -777745.658866 + Penalty 2964.383902 = -774781.274965
  nChanged 444
		SP:Iteration 6Q (12262.800000 sec): 3 clusters
  Score: Raw -778039.678885 + Penalty 2964.383902 = -775075.294983
  nChanged 406
		SP:Iteration 7Q (12263.010000 sec): 3 clusters
  Score: Raw -778284.184813 + Penalty 2964.383902 = -775319.800911
  nChanged 371
		SP:Iteration 8Q (12263.240000 sec): 3 clusters
  Score: Raw -778496.736213 + Penalty 2964.383902 = -775532.352312
  nChanged 316
		SP:Iteration 9Q (12263.460000 sec): 3 clusters
  Score: Raw -778691.152076 + Penalty 2964.383902 = -775726.768175
  nChanged 290
		SP:Iteration 10Q (12263.630000 sec): 3 clusters
  Score: Raw -778837.066061 + Penalty 2964.383902 = -775872.682159
  nChanged 229
		SP:Iteration 11Q (12263.830000 sec): 3 clusters
  Score: Raw -778945.250055 + Penalty 2964.383902 = -775980.866154
  nChanged 199
		SP:Iteration 12Q (12264.060000 sec): 3 clusters
  Score: Raw -779025.519619 + Penalty 2964.383902 = -776061.135717
  nChanged 163
		SP:Iteration 13Q (12264.220000 sec): 3 clusters
  Score: Raw -779099.404737 + Penalty 2964.383902 = -776135.020835
  nChanged 170
		SP:Iteration 14Q (12264.470000 sec): 3 clusters
  Score: Raw -779173.967903 + Penalty 2964.383902 = -776209.584001
  nChanged 157
		SP:Iteration 15Q (12264.650000 sec): 3 clusters
  Score: Raw -779233.548167 + Penalty 2964.383902 = -776269.164265
  nChanged 136
		SP:Iteration 16Q (12264.830000 sec): 3 clusters
  Score: Raw -779279.657591 + Penalty 2964.383902 = -776315.273690
  nChanged 115
		SP:Iteration 17Q (12265.030000 sec): 3 clusters
  Score: Raw -779318.838021 + Penalty 2964.383902 = -776354.454120
  nChanged 106
		SP:Iteration 18Q (12265.270000 sec): 3 clusters
  Score: Raw -779356.272607 + Penalty 2964.383902 = -776391.888706
  nChanged 100
		SP:Iteration 19Q (12265.430000 sec): 3 clusters
  Score: Raw -779391.729610 + Penalty 2964.383902 = -776427.345708
  nChanged 107
		SP:Iteration 20F (12265.690000 sec): 3 clusters
  Score: Raw -779429.794123 + Penalty 2964.383902 = -776465.410222
  nChanged 89
		SP:Iteration 21Q (12265.900000 sec): 3 clusters
  Score: Raw -779461.142222 + Penalty 2964.383902 = -776496.758321
  nChanged 75
		SP:Iteration 22Q (12266.040000 sec): 3 clusters
  Score: Raw -779488.682852 + Penalty 2964.383902 = -776524.298951
  nChanged 74
		SP:Iteration 23Q (12266.280000 sec): 3 clusters
  Score: Raw -779512.829716 + Penalty 2964.383902 = -776548.445814
  nChanged 74
		SP:Iteration 24Q (12266.460000 sec): 3 clusters
  Score: Raw -779534.517029 + Penalty 2964.383902 = -776570.133127
  nChanged 70
		SP:Iteration 25Q (12266.630000 sec): 3 clusters
  Score: Raw -779557.665231 + Penalty 2964.383902 = -776593.281329
  nChanged 72
		SP:Iteration 26Q (12266.820000 sec): 3 clusters
  Score: Raw -779580.403207 + Penalty 2964.383902 = -776616.019305
  nChanged 71
		SP:Iteration 27Q (12267.070000 sec): 3 clusters
  Score: Raw -779604.136522 + Penalty 2964.383902 = -776639.752621
  nChanged 65
		SP:Iteration 28Q (12267.260000 sec): 3 clusters
  Score: Raw -779628.341619 + Penalty 2964.383902 = -776663.957717
  nChanged 63
		SP:Iteration 29Q (12267.490000 sec): 3 clusters
  Score: Raw -779648.599789 + Penalty 2964.383902 = -776684.215887
  nChanged 66
		SP:Iteration 30Q (12267.700000 sec): 3 clusters
  Score: Raw -779672.268006 + Penalty 2964.383902 = -776707.884105
  nChanged 64
		SP:Iteration 31Q (12267.890000 sec): 3 clusters
  Score: Raw -779693.691447 + Penalty 2964.383902 = -776729.307546
  nChanged 53
		SP:Iteration 32Q (12268.080000 sec): 3 clusters
  Score: Raw -779712.732760 + Penalty 2964.383902 = -776748.348858
  nChanged 45
		SP:Iteration 33Q (12268.290000 sec): 3 clusters
  Score: Raw -779727.520520 + Penalty 2964.383902 = -776763.136619
  nChanged 35
		SP:Iteration 34Q (12268.480000 sec): 3 clusters
  Score: Raw -779738.333311 + Penalty 2964.383902 = -776773.949410
  nChanged 28
		SP:Iteration 35Q (12268.690000 sec): 3 clusters
  Score: Raw -779745.983412 + Penalty 2964.383902 = -776781.599511
  nChanged 20
		SP:Iteration 36Q (12268.880000 sec): 3 clusters
  Score: Raw -779751.668703 + Penalty 2964.383902 = -776787.284801
  nChanged 12
		SP:Iteration 37Q (12269.070000 sec): 3 clusters
  Score: Raw -779755.121020 + Penalty 2964.383902 = -776790.737119
  nChanged 20
		SP:Iteration 38Q (12269.330000 sec): 3 clusters
  Score: Raw -779760.946777 + Penalty 2964.383902 = -776796.562875
  nChanged 19
		SP:Iteration 39Q (12269.490000 sec): 3 clusters
  Score: Raw -779766.631246 + Penalty 2964.383902 = -776802.247345
  nChanged 17
		SP:Iteration 40F (12269.680000 sec): 3 clusters
  Score: Raw -779770.971475 + Penalty 2964.383902 = -776806.587573
  nChanged 11
		SP:Iteration 41Q (12269.880000 sec): 3 clusters
  Score: Raw -779774.252062 + Penalty 2964.383902 = -776809.868161
  nChanged 12
		SP:Iteration 42Q (12270.110000 sec): 3 clusters
  Score: Raw -779777.476202 + Penalty 2964.383902 = -776813.092300
  nChanged 9
		SP:Iteration 43Q (12270.290000 sec): 3 clusters
  Score: Raw -779779.694224 + Penalty 2964.383902 = -776815.310322
  nChanged 4
		SP:Iteration 44Q (12270.550000 sec): 3 clusters
  Score: Raw -779780.654475 + Penalty 2964.383902 = -776816.270573
  nChanged 5
		SP:Iteration 45Q (12270.700000 sec): 3 clusters
  Score: Raw -779781.711781 + Penalty 2964.383902 = -776817.327880
  nChanged 4
		SP:Iteration 46Q (12270.890000 sec): 3 clusters
  Score: Raw -779783.161261 + Penalty 2964.383902 = -776818.777360
  nChanged 7
		SP:Iteration 47Q (12271.100000 sec): 3 clusters
  Score: Raw -779785.701875 + Penalty 2964.383902 = -776821.317973
  nChanged 10
		SP:Iteration 48Q (12271.330000 sec): 3 clusters
  Score: Raw -779788.862821 + Penalty 2964.383902 = -776824.478920
  nChanged 8
		SP:Iteration 49Q (12271.530000 sec): 3 clusters
  Score: Raw -779791.054083 + Penalty 2964.383902 = -776826.670181
  nChanged 6
		SP:Iteration 50Q (12271.710000 sec): 3 clusters
  Score: Raw -779792.604441 + Penalty 2964.383902 = -776828.220540
  nChanged 7
		SP:Iteration 51Q (12271.940000 sec): 3 clusters
  Score: Raw -779794.613922 + Penalty 2964.383902 = -776830.230020
  nChanged 4
		SP:Iteration 52Q (12272.180000 sec): 3 clusters
  Score: Raw -779796.284535 + Penalty 2964.383902 = -776831.900633
  nChanged 8
		SP:Iteration 53Q (12272.400000 sec): 3 clusters
  Score: Raw -779798.319169 + Penalty 2964.383902 = -776833.935267
  nChanged 5
		SP:Iteration 54Q (12272.570000 sec): 3 clusters
  Score: Raw -779799.550372 + Penalty 2964.383902 = -776835.166470
  nChanged 6
		SP:Iteration 55Q (12272.760000 sec): 3 clusters
  Score: Raw -779801.025026 + Penalty 2964.383902 = -776836.641124
  nChanged 7
		SP:Iteration 56Q (12272.940000 sec): 3 clusters
  Score: Raw -779802.644846 + Penalty 2964.383902 = -776838.260944
  nChanged 6
		SP:Iteration 57Q (12273.170000 sec): 3 clusters
  Score: Raw -779804.131302 + Penalty 2964.383902 = -776839.747401
  nChanged 4
		SP:Iteration 58Q (12273.370000 sec): 3 clusters
  Score: Raw -779804.858468 + Penalty 2964.383902 = -776840.474566
  nChanged 3
		SP:Iteration 59Q (12273.560000 sec): 3 clusters
  Score: Raw -779805.656561 + Penalty 2964.383902 = -776841.272660
  nChanged 4
		SP:Iteration 60F (12273.780000 sec): 3 clusters
  Score: Raw -779806.923865 + Penalty 2964.383902 = -776842.539963
  nChanged 7
		SP:Iteration 61Q (12273.970000 sec): 3 clusters
  Score: Raw -779809.314786 + Penalty 2964.383902 = -776844.930884
  nChanged 4
		SP:Iteration 62Q (12274.190000 sec): 3 clusters
  Score: Raw -779810.479414 + Penalty 2964.383902 = -776846.095513
  nChanged 3
		SP:Iteration 63Q (12274.390000 sec): 3 clusters
  Score: Raw -779811.072531 + Penalty 2964.383902 = -776846.688630
  nChanged 1
		SP:Iteration 64Q (12274.620000 sec): 3 clusters
  Score: Raw -779811.259532 + Penalty 2964.383902 = -776846.875630
  nChanged 0
		SP:Iteration 65F (12274.830000 sec): 3 clusters
  Score: Raw -779811.259532 + Penalty 2964.383902 = -776846.875630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12274.930000 sec): 2 clusters
  Score: Raw -60159.509317 + Penalty 1100.625561 = -59058.883756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12275.110000 sec): 3 clusters
  Score: Raw -59925.796105 + Penalty 2201.251122 = -57724.544983
  nChanged 258
		SP:Iteration 1F (12275.270000 sec): 3 clusters
  Score: Raw -60214.132805 + Penalty 2201.251122 = -58012.881683
  nChanged 79
		SP:Iteration 2F (12275.470000 sec): 3 clusters
  Score: Raw -60363.294861 + Penalty 2201.251122 = -58162.043739
  nChanged 59
		SP:Iteration 3F (12275.640000 sec): 3 clusters
  Score: Raw -60492.650970 + Penalty 2201.251122 = -58291.399848
  nChanged 48
		SP:Iteration 4F (12275.830000 sec): 3 clusters
  Score: Raw -60602.295954 + Penalty 2201.251122 = -58401.044832
  nChanged 34
		SP:Iteration 5Q (12275.970000 sec): 3 clusters
  Score: Raw -60677.453646 + Penalty 2201.251122 = -58476.202524
  nChanged 30
		SP:Iteration 6Q (12276.160000 sec): 3 clusters
  Score: Raw -60749.926208 + Penalty 2201.251122 = -58548.675086
  nChanged 27
		SP:Iteration 7Q (12276.290000 sec): 3 clusters
  Score: Raw -60801.568314 + Penalty 2201.251122 = -58600.317192
  nChanged 13
		SP:Iteration 8Q (12276.460000 sec): 3 clusters
  Score: Raw -60822.196904 + Penalty 2201.251122 = -58620.945782
  nChanged 12
		SP:Iteration 9Q (12276.600000 sec): 3 clusters
  Score: Raw -60838.331289 + Penalty 2201.251122 = -58637.080167
  nChanged 12
		SP:Iteration 10Q (12276.760000 sec): 3 clusters
  Score: Raw -60856.848319 + Penalty 2201.251122 = -58655.597197
  nChanged 5
		SP:Iteration 11Q (12276.910000 sec): 3 clusters
  Score: Raw -60864.681155 + Penalty 2201.251122 = -58663.430033
  nChanged 5
		SP:Iteration 12Q (12277.090000 sec): 3 clusters
  Score: Raw -60872.692281 + Penalty 2201.251122 = -58671.441159
  nChanged 4
		SP:Iteration 13Q (12277.250000 sec): 3 clusters
  Score: Raw -60877.537895 + Penalty 2201.251122 = -58676.286772
  nChanged 3
		SP:Iteration 14Q (12277.390000 sec): 3 clusters
  Score: Raw -60880.937811 + Penalty 2201.251122 = -58679.686689
  nChanged 2
		SP:Iteration 15Q (12277.560000 sec): 3 clusters
  Score: Raw -60882.844605 + Penalty 2201.251122 = -58681.593483
  nChanged 3
		SP:Iteration 16Q (12277.730000 sec): 3 clusters
  Score: Raw -60885.308185 + Penalty 2201.251122 = -58684.057062
  nChanged 3
		SP:Iteration 17Q (12277.910000 sec): 3 clusters
  Score: Raw -60889.095620 + Penalty 2201.251122 = -58687.844498
  nChanged 1
		SP:Iteration 18Q (12278.090000 sec): 3 clusters
  Score: Raw -60892.041766 + Penalty 2201.251122 = -58690.790644
  nChanged 3
		SP:Iteration 19Q (12278.270000 sec): 3 clusters
  Score: Raw -60895.428699 + Penalty 2201.251122 = -58694.177577
  nChanged 1
		SP:Iteration 20F (12278.410000 sec): 3 clusters
  Score: Raw -60896.269854 + Penalty 2201.251122 = -58695.018732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12278.550000 sec): 2 clusters
  Score: Raw -344675.335808 + Penalty 1370.635625 = -343304.700182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12278.760000 sec): 3 clusters
  Score: Raw -342412.000114 + Penalty 2741.271250 = -339670.728863
  nChanged 1794
		SP:Iteration 1F (12278.920000 sec): 3 clusters
  Score: Raw -343458.733179 + Penalty 2741.271250 = -340717.461929
  nChanged 396
		SP:Iteration 2F (12279.150000 sec): 3 clusters
  Score: Raw -343712.242824 + Penalty 2741.271250 = -340970.971573
  nChanged 283
		SP:Iteration 3F (12279.330000 sec): 3 clusters
  Score: Raw -343883.718832 + Penalty 2741.271250 = -341142.447582
  nChanged 240
		SP:Iteration 4F (12279.550000 sec): 3 clusters
  Score: Raw -344068.461317 + Penalty 2741.271250 = -341327.190067
  nChanged 224
		SP:Iteration 5Q (12279.720000 sec): 3 clusters
  Score: Raw -344237.098368 + Penalty 2741.271250 = -341495.827118
  nChanged 220
		SP:Iteration 6Q (12279.910000 sec): 3 clusters
  Score: Raw -344404.227526 + Penalty 2741.271250 = -341662.956275
  nChanged 181
		SP:Iteration 7Q (12280.120000 sec): 3 clusters
  Score: Raw -344532.892924 + Penalty 2741.271250 = -341791.621674
  nChanged 140
		SP:Iteration 8Q (12280.280000 sec): 3 clusters
  Score: Raw -344621.793415 + Penalty 2741.271250 = -341880.522165
  nChanged 114
		SP:Iteration 9Q (12280.460000 sec): 3 clusters
  Score: Raw -344686.490898 + Penalty 2741.271250 = -341945.219648
  nChanged 101
		SP:Iteration 10Q (12280.650000 sec): 3 clusters
  Score: Raw -344736.653641 + Penalty 2741.271250 = -341995.382391
  nChanged 77
		SP:Iteration 11Q (12280.830000 sec): 3 clusters
  Score: Raw -344769.234461 + Penalty 2741.271250 = -342027.963211
  nChanged 64
		SP:Iteration 12Q (12281.030000 sec): 3 clusters
  Score: Raw -344793.919308 + Penalty 2741.271250 = -342052.648058
  nChanged 57
		SP:Iteration 13Q (12281.190000 sec): 3 clusters
  Score: Raw -344826.738535 + Penalty 2741.271250 = -342085.467285
  nChanged 58
		SP:Iteration 14Q (12281.380000 sec): 3 clusters
  Score: Raw -344853.866615 + Penalty 2741.271250 = -342112.595365
  nChanged 48
		SP:Iteration 15Q (12281.580000 sec): 3 clusters
  Score: Raw -344879.259332 + Penalty 2741.271250 = -342137.988081
  nChanged 45
		SP:Iteration 16Q (12281.770000 sec): 3 clusters
  Score: Raw -344908.637842 + Penalty 2741.271250 = -342167.366592
  nChanged 48
		SP:Iteration 17Q (12281.970000 sec): 3 clusters
  Score: Raw -344944.636014 + Penalty 2741.271250 = -342203.364764
  nChanged 58
		SP:Iteration 18Q (12282.210000 sec): 3 clusters
  Score: Raw -344989.724132 + Penalty 2741.271250 = -342248.452882
  nChanged 63
		SP:Iteration 19Q (12282.370000 sec): 3 clusters
  Score: Raw -345035.433861 + Penalty 2741.271250 = -342294.162611
  nChanged 56
		SP:Iteration 20F (12282.530000 sec): 3 clusters
  Score: Raw -345078.634503 + Penalty 2741.271250 = -342337.363253
  nChanged 51
		SP:Iteration 21Q (12282.740000 sec): 3 clusters
  Score: Raw -345110.463364 + Penalty 2741.271250 = -342369.192114
  nChanged 41
		SP:Iteration 22Q (12282.900000 sec): 3 clusters
  Score: Raw -345135.525181 + Penalty 2741.271250 = -342394.253931
  nChanged 47
		SP:Iteration 23Q (12283.100000 sec): 3 clusters
  Score: Raw -345165.166109 + Penalty 2741.271250 = -342423.894859
  nChanged 38
		SP:Iteration 24Q (12283.300000 sec): 3 clusters
  Score: Raw -345198.720702 + Penalty 2741.271250 = -342457.449452
  nChanged 39
		SP:Iteration 25Q (12283.460000 sec): 3 clusters
  Score: Raw -345242.672482 + Penalty 2741.271250 = -342501.401232
  nChanged 47
		SP:Iteration 26Q (12283.640000 sec): 3 clusters
  Score: Raw -345309.141649 + Penalty 2741.271250 = -342567.870398
  nChanged 50
		SP:Iteration 27Q (12283.810000 sec): 3 clusters
  Score: Raw -345348.468577 + Penalty 2741.271250 = -342607.197327
  nChanged 40
		SP:Iteration 28Q (12283.990000 sec): 3 clusters
  Score: Raw -345367.722442 + Penalty 2741.271250 = -342626.451192
  nChanged 32
		SP:Iteration 29Q (12284.210000 sec): 3 clusters
  Score: Raw -345382.025413 + Penalty 2741.271250 = -342640.754163
  nChanged 21
		SP:Iteration 30Q (12284.330000 sec): 3 clusters
  Score: Raw -345389.926372 + Penalty 2741.271250 = -342648.655122
  nChanged 21
		SP:Iteration 31Q (12284.540000 sec): 3 clusters
  Score: Raw -345397.957860 + Penalty 2741.271250 = -342656.686610
  nChanged 19
		SP:Iteration 32Q (12284.720000 sec): 3 clusters
  Score: Raw -345405.175845 + Penalty 2741.271250 = -342663.904595
  nChanged 12
		SP:Iteration 33Q (12284.860000 sec): 3 clusters
  Score: Raw -345409.932295 + Penalty 2741.271250 = -342668.661044
  nChanged 9
		SP:Iteration 34Q (12285.080000 sec): 3 clusters
  Score: Raw -345411.511980 + Penalty 2741.271250 = -342670.240729
  nChanged 8
		SP:Iteration 35Q (12285.230000 sec): 3 clusters
  Score: Raw -345413.473626 + Penalty 2741.271250 = -342672.202376
  nChanged 8
		SP:Iteration 36Q (12285.450000 sec): 3 clusters
  Score: Raw -345415.853929 + Penalty 2741.271250 = -342674.582678
  nChanged 7
		SP:Iteration 37Q (12285.580000 sec): 3 clusters
  Score: Raw -345417.468999 + Penalty 2741.271250 = -342676.197749
  nChanged 5
		SP:Iteration 38Q (12285.730000 sec): 3 clusters
  Score: Raw -345419.418997 + Penalty 2741.271250 = -342678.147747
  nChanged 7
		SP:Iteration 39Q (12285.970000 sec): 3 clusters
  Score: Raw -345421.188055 + Penalty 2741.271250 = -342679.916805
  nChanged 7
		SP:Iteration 40F (12286.130000 sec): 3 clusters
  Score: Raw -345423.563607 + Penalty 2741.271250 = -342682.292356
  nChanged 7
		SP:Iteration 41Q (12286.330000 sec): 3 clusters
  Score: Raw -345427.655394 + Penalty 2741.271250 = -342686.384144
  nChanged 12
		SP:Iteration 42Q (12286.520000 sec): 3 clusters
  Score: Raw -345432.095279 + Penalty 2741.271250 = -342690.824029
  nChanged 10
		SP:Iteration 43Q (12286.710000 sec): 3 clusters
  Score: Raw -345434.412292 + Penalty 2741.271250 = -342693.141042
  nChanged 4
		SP:Iteration 44Q (12286.890000 sec): 3 clusters
  Score: Raw -345435.419135 + Penalty 2741.271250 = -342694.147884
  nChanged 3
		SP:Iteration 45Q (12287.060000 sec): 3 clusters
  Score: Raw -345436.349371 + Penalty 2741.271250 = -342695.078121
  nChanged 0
		SP:Iteration 46F (12287.240000 sec): 3 clusters
  Score: Raw -345436.349371 + Penalty 2741.271250 = -342695.078121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12287.370000 sec): 2 clusters
  Score: Raw -28989.293087 + Penalty 970.744062 = -28018.549025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12287.530000 sec): 3 clusters
  Score: Raw -28975.770672 + Penalty 1941.488124 = -27034.282548
  nChanged 83
		SP:Iteration 1F (12287.710000 sec): 3 clusters
  Score: Raw -29163.515942 + Penalty 1941.488124 = -27222.027818
  nChanged 35
		SP:Iteration 2F (12287.880000 sec): 3 clusters
  Score: Raw -29250.289013 + Penalty 1941.488124 = -27308.800889
  nChanged 26
		SP:Iteration 3F (12288.030000 sec): 3 clusters
  Score: Raw -29332.915788 + Penalty 1941.488124 = -27391.427664
  nChanged 12
		SP:Iteration 4Q (12288.200000 sec): 3 clusters
  Score: Raw -29381.905337 + Penalty 1941.488124 = -27440.417213
  nChanged 14
		SP:Iteration 5Q (12288.350000 sec): 3 clusters
  Score: Raw -29467.918320 + Penalty 1941.488124 = -27526.430196
  nChanged 9
		SP:Iteration 6Q (12288.530000 sec): 3 clusters
  Score: Raw -29519.352828 + Penalty 1941.488124 = -27577.864705
  nChanged 5
		SP:Iteration 7Q (12288.680000 sec): 3 clusters
  Score: Raw -29542.403662 + Penalty 1941.488124 = -27600.915539
  nChanged 6
		SP:Iteration 8Q (12288.860000 sec): 3 clusters
  Score: Raw -29581.922131 + Penalty 1941.488124 = -27640.434007
  nChanged 7
		SP:Iteration 9Q (12289.040000 sec): 3 clusters
  Score: Raw -29627.251865 + Penalty 1941.488124 = -27685.763742
  nChanged 11
		SP:Iteration 10Q (12289.200000 sec): 3 clusters
  Score: Raw -29672.286090 + Penalty 1941.488124 = -27730.797966
  nChanged 6
		SP:Iteration 11Q (12289.370000 sec): 3 clusters
  Score: Raw -29710.913692 + Penalty 1941.488124 = -27769.425569
  nChanged 4
		SP:Iteration 12Q (12289.540000 sec): 3 clusters
  Score: Raw -29731.521901 + Penalty 1941.488124 = -27790.033778
  nChanged 3
		SP:Iteration 13Q (12289.710000 sec): 3 clusters
  Score: Raw -29751.974464 + Penalty 1941.488124 = -27810.486340
  nChanged 2
		SP:Iteration 14Q (12289.910000 sec): 3 clusters
  Score: Raw -29771.006119 + Penalty 1941.488124 = -27829.517995
  nChanged 2
		SP:Iteration 15Q (12290.070000 sec): 3 clusters
  Score: Raw -29799.511281 + Penalty 1941.488124 = -27858.023157
  nChanged 1
		SP:Iteration 16Q (12290.220000 sec): 3 clusters
  Score: Raw -29807.895310 + Penalty 1941.488124 = -27866.407186
  nChanged 3
		SP:Iteration 17Q (12290.400000 sec): 3 clusters
  Score: Raw -29830.306441 + Penalty 1941.488124 = -27888.818317
  nChanged 4
		SP:Iteration 18Q (12290.570000 sec): 3 clusters
  Score: Raw -29882.294690 + Penalty 1941.488124 = -27940.806566
  nChanged 3
		SP:Iteration 19Q (12290.760000 sec): 3 clusters
  Score: Raw -29939.991666 + Penalty 1941.488124 = -27998.503542
  nChanged 3
		SP:Iteration 20F (12290.920000 sec): 3 clusters
  Score: Raw -30015.009917 + Penalty 1941.488124 = -28073.521793
  nChanged 2
		SP:Iteration 21Q (12291.090000 sec): 3 clusters
  Score: Raw -30124.746754 + Penalty 1941.488124 = -28183.258630
  nChanged 1
		SP:Iteration 22Q (12291.300000 sec): 3 clusters
  Score: Raw -30190.016808 + Penalty 1941.488124 = -28248.528684
  nChanged 0
		SP:Iteration 23F (12291.410000 sec): 3 clusters
  Score: Raw -30190.016808 + Penalty 1941.488124 = -28248.528684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12291.540000 sec): 2 clusters
  Score: Raw -267039.758153 + Penalty 1322.706495 = -265717.051658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12291.700000 sec): 3 clusters
  Score: Raw -265428.728371 + Penalty 2645.412991 = -262783.315380
  nChanged 1313
		SP:Iteration 1F (12291.880000 sec): 3 clusters
  Score: Raw -266162.399982 + Penalty 2645.412991 = -263516.986991
  nChanged 300
		SP:Iteration 2F (12292.090000 sec): 3 clusters
  Score: Raw -266353.513063 + Penalty 2645.412991 = -263708.100072
  nChanged 187
		SP:Iteration 3F (12292.290000 sec): 3 clusters
  Score: Raw -266488.545693 + Penalty 2645.412991 = -263843.132702
  nChanged 164
		SP:Iteration 4Q (12292.480000 sec): 3 clusters
  Score: Raw -266603.423677 + Penalty 2645.412991 = -263958.010687
  nChanged 149
		SP:Iteration 5Q (12292.660000 sec): 3 clusters
  Score: Raw -266726.615116 + Penalty 2645.412991 = -264081.202126
  nChanged 139
		SP:Iteration 6Q (12292.840000 sec): 3 clusters
  Score: Raw -266849.664914 + Penalty 2645.412991 = -264204.251923
  nChanged 141
		SP:Iteration 7Q (12293.030000 sec): 3 clusters
  Score: Raw -266980.442001 + Penalty 2645.412991 = -264335.029010
  nChanged 112
		SP:Iteration 8Q (12293.220000 sec): 3 clusters
  Score: Raw -267088.047183 + Penalty 2645.412991 = -264442.634193
  nChanged 103
		SP:Iteration 9Q (12293.400000 sec): 3 clusters
  Score: Raw -267174.132066 + Penalty 2645.412991 = -264528.719076
  nChanged 71
		SP:Iteration 10Q (12293.580000 sec): 3 clusters
  Score: Raw -267239.474069 + Penalty 2645.412991 = -264594.061078
  nChanged 65
		SP:Iteration 11Q (12293.760000 sec): 3 clusters
  Score: Raw -267290.340522 + Penalty 2645.412991 = -264644.927531
  nChanged 64
		SP:Iteration 12Q (12293.940000 sec): 3 clusters
  Score: Raw -267335.997395 + Penalty 2645.412991 = -264690.584404
  nChanged 56
		SP:Iteration 13Q (12294.120000 sec): 3 clusters
  Score: Raw -267375.563042 + Penalty 2645.412991 = -264730.150051
  nChanged 60
		SP:Iteration 14Q (12294.270000 sec): 3 clusters
  Score: Raw -267423.933404 + Penalty 2645.412991 = -264778.520414
  nChanged 53
		SP:Iteration 15Q (12294.500000 sec): 3 clusters
  Score: Raw -267459.280974 + Penalty 2645.412991 = -264813.867983
  nChanged 50
		SP:Iteration 16Q (12294.670000 sec): 3 clusters
  Score: Raw -267491.358020 + Penalty 2645.412991 = -264845.945029
  nChanged 34
		SP:Iteration 17Q (12294.860000 sec): 3 clusters
  Score: Raw -267515.748832 + Penalty 2645.412991 = -264870.335841
  nChanged 42
		SP:Iteration 18Q (12295.040000 sec): 3 clusters
  Score: Raw -267537.722724 + Penalty 2645.412991 = -264892.309733
  nChanged 24
		SP:Iteration 19Q (12295.260000 sec): 3 clusters
  Score: Raw -267550.864724 + Penalty 2645.412991 = -264905.451733
  nChanged 19
		SP:Iteration 20F (12295.470000 sec): 3 clusters
  Score: Raw -267560.608791 + Penalty 2645.412991 = -264915.195800
  nChanged 17
		SP:Iteration 21Q (12295.660000 sec): 3 clusters
  Score: Raw -267570.351114 + Penalty 2645.412991 = -264924.938123
  nChanged 18
		SP:Iteration 22Q (12295.810000 sec): 3 clusters
  Score: Raw -267582.018711 + Penalty 2645.412991 = -264936.605720
  nChanged 28
		SP:Iteration 23Q (12296.020000 sec): 3 clusters
  Score: Raw -267598.860695 + Penalty 2645.412991 = -264953.447704
  nChanged 30
		SP:Iteration 24Q (12296.170000 sec): 3 clusters
  Score: Raw -267616.780425 + Penalty 2645.412991 = -264971.367434
  nChanged 31
		SP:Iteration 25Q (12296.320000 sec): 3 clusters
  Score: Raw -267635.190292 + Penalty 2645.412991 = -264989.777301
  nChanged 36
		SP:Iteration 26Q (12296.530000 sec): 3 clusters
  Score: Raw -267654.190732 + Penalty 2645.412991 = -265008.777741
  nChanged 32
		SP:Iteration 27Q (12296.650000 sec): 3 clusters
  Score: Raw -267669.965459 + Penalty 2645.412991 = -265024.552468
  nChanged 32
		SP:Iteration 28Q (12296.750000 sec): 3 clusters
  Score: Raw -267687.609392 + Penalty 2645.412991 = -265042.196401
  nChanged 36
		SP:Iteration 29Q (12296.930000 sec): 3 clusters
  Score: Raw -267711.062079 + Penalty 2645.412991 = -265065.649088
  nChanged 33
		SP:Iteration 30Q (12297.030000 sec): 3 clusters
  Score: Raw -267734.774422 + Penalty 2645.412991 = -265089.361432
  nChanged 42
		SP:Iteration 31Q (12297.190000 sec): 3 clusters
  Score: Raw -267763.733971 + Penalty 2645.412991 = -265118.320980
  nChanged 36
		SP:Iteration 32Q (12297.380000 sec): 3 clusters
  Score: Raw -267790.031109 + Penalty 2645.412991 = -265144.618118
  nChanged 35
		SP:Iteration 33Q (12297.570000 sec): 3 clusters
  Score: Raw -267810.908400 + Penalty 2645.412991 = -265165.495409
  nChanged 29
		SP:Iteration 34Q (12297.740000 sec): 3 clusters
  Score: Raw -267829.766572 + Penalty 2645.412991 = -265184.353581
  nChanged 27
		SP:Iteration 35Q (12297.950000 sec): 3 clusters
  Score: Raw -267849.577396 + Penalty 2645.412991 = -265204.164405
  nChanged 29
		SP:Iteration 36Q (12298.090000 sec): 3 clusters
  Score: Raw -267866.676601 + Penalty 2645.412991 = -265221.263611
  nChanged 20
		SP:Iteration 37Q (12298.260000 sec): 3 clusters
  Score: Raw -267877.095370 + Penalty 2645.412991 = -265231.682379
  nChanged 19
		SP:Iteration 38Q (12298.470000 sec): 3 clusters
  Score: Raw -267888.964588 + Penalty 2645.412991 = -265243.551597
  nChanged 20
		SP:Iteration 39Q (12298.670000 sec): 3 clusters
  Score: Raw -267897.579999 + Penalty 2645.412991 = -265252.167008
  nChanged 13
		SP:Iteration 40F (12298.840000 sec): 3 clusters
  Score: Raw -267902.625513 + Penalty 2645.412991 = -265257.212522
  nChanged 12
		SP:Iteration 41Q (12299.010000 sec): 3 clusters
  Score: Raw -267907.461507 + Penalty 2645.412991 = -265262.048516
  nChanged 9
		SP:Iteration 42Q (12299.190000 sec): 3 clusters
  Score: Raw -267911.988469 + Penalty 2645.412991 = -265266.575478
  nChanged 6
		SP:Iteration 43Q (12299.370000 sec): 3 clusters
  Score: Raw -267915.474993 + Penalty 2645.412991 = -265270.062002
  nChanged 8
		SP:Iteration 44Q (12299.540000 sec): 3 clusters
  Score: Raw -267920.217278 + Penalty 2645.412991 = -265274.804287
  nChanged 9
		SP:Iteration 45Q (12299.690000 sec): 3 clusters
  Score: Raw -267924.726267 + Penalty 2645.412991 = -265279.313277
  nChanged 8
		SP:Iteration 46Q (12299.860000 sec): 3 clusters
  Score: Raw -267929.840524 + Penalty 2645.412991 = -265284.427533
  nChanged 10
		SP:Iteration 47Q (12300.050000 sec): 3 clusters
  Score: Raw -267933.865339 + Penalty 2645.412991 = -265288.452348
  nChanged 4
		SP:Iteration 48Q (12300.260000 sec): 3 clusters
  Score: Raw -267935.167328 + Penalty 2645.412991 = -265289.754337
  nChanged 5
		SP:Iteration 49Q (12300.450000 sec): 3 clusters
  Score: Raw -267937.595106 + Penalty 2645.412991 = -265292.182115
  nChanged 4
		SP:Iteration 50Q (12300.630000 sec): 3 clusters
  Score: Raw -267938.885642 + Penalty 2645.412991 = -265293.472651
  nChanged 3
		SP:Iteration 51Q (12300.860000 sec): 3 clusters
  Score: Raw -267939.913059 + Penalty 2645.412991 = -265294.500069
  nChanged 3
		SP:Iteration 52Q (12301.040000 sec): 3 clusters
  Score: Raw -267940.642373 + Penalty 2645.412991 = -265295.229382
  nChanged 0
		SP:Iteration 53F (12301.190000 sec): 3 clusters
  Score: Raw -267940.642373 + Penalty 2645.412991 = -265295.229382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12301.290000 sec): 2 clusters
  Score: Raw -213688.912658 + Penalty 1295.749711 = -212393.162947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12301.480000 sec): 3 clusters
  Score: Raw -212353.745702 + Penalty 2591.499422 = -209762.246280
  nChanged 1090
		SP:Iteration 1F (12301.680000 sec): 3 clusters
  Score: Raw -213119.661081 + Penalty 2591.499422 = -210528.161659
  nChanged 268
		SP:Iteration 2F (12301.830000 sec): 3 clusters
  Score: Raw -213349.672875 + Penalty 2591.499422 = -210758.173453
  nChanged 177
		SP:Iteration 3F (12301.970000 sec): 3 clusters
  Score: Raw -213502.306390 + Penalty 2591.499422 = -210910.806968
  nChanged 145
		SP:Iteration 4Q (12302.090000 sec): 3 clusters
  Score: Raw -213616.705709 + Penalty 2591.499422 = -211025.206286
  nChanged 123
		SP:Iteration 5Q (12302.230000 sec): 3 clusters
  Score: Raw -213703.712934 + Penalty 2591.499422 = -211112.213512
  nChanged 94
		SP:Iteration 6Q (12302.410000 sec): 3 clusters
  Score: Raw -213757.416013 + Penalty 2591.499422 = -211165.916591
  nChanged 86
		SP:Iteration 7Q (12302.540000 sec): 3 clusters
  Score: Raw -213811.536042 + Penalty 2591.499422 = -211220.036620
  nChanged 75
		SP:Iteration 8Q (12302.710000 sec): 3 clusters
  Score: Raw -213861.495225 + Penalty 2591.499422 = -211269.995803
  nChanged 60
		SP:Iteration 9Q (12302.900000 sec): 3 clusters
  Score: Raw -213896.950362 + Penalty 2591.499422 = -211305.450940
  nChanged 46
		SP:Iteration 10Q (12303.100000 sec): 3 clusters
  Score: Raw -213916.442865 + Penalty 2591.499422 = -211324.943443
  nChanged 33
		SP:Iteration 11Q (12303.300000 sec): 3 clusters
  Score: Raw -213929.144073 + Penalty 2591.499422 = -211337.644651
  nChanged 37
		SP:Iteration 12Q (12303.520000 sec): 3 clusters
  Score: Raw -213942.537588 + Penalty 2591.499422 = -211351.038165
  nChanged 13
		SP:Iteration 13Q (12303.650000 sec): 3 clusters
  Score: Raw -213947.512669 + Penalty 2591.499422 = -211356.013246
  nChanged 10
		SP:Iteration 14Q (12303.820000 sec): 3 clusters
  Score: Raw -213949.652435 + Penalty 2591.499422 = -211358.153013
  nChanged 9
		SP:Iteration 15Q (12304.000000 sec): 3 clusters
  Score: Raw -213952.872301 + Penalty 2591.499422 = -211361.372879
  nChanged 10
		SP:Iteration 16Q (12304.220000 sec): 3 clusters
  Score: Raw -213956.758513 + Penalty 2591.499422 = -211365.259091
  nChanged 10
		SP:Iteration 17Q (12304.380000 sec): 3 clusters
  Score: Raw -213961.078484 + Penalty 2591.499422 = -211369.579062
  nChanged 18
		SP:Iteration 18Q (12304.570000 sec): 3 clusters
  Score: Raw -213971.179876 + Penalty 2591.499422 = -211379.680454
  nChanged 23
		SP:Iteration 19Q (12304.760000 sec): 3 clusters
  Score: Raw -213981.190693 + Penalty 2591.499422 = -211389.691271
  nChanged 20
		SP:Iteration 20F (12304.940000 sec): 3 clusters
  Score: Raw -213996.997041 + Penalty 2591.499422 = -211405.497618
  nChanged 23
		SP:Iteration 21Q (12305.130000 sec): 3 clusters
  Score: Raw -214011.896614 + Penalty 2591.499422 = -211420.397192
  nChanged 22
		SP:Iteration 22Q (12305.300000 sec): 3 clusters
  Score: Raw -214022.793897 + Penalty 2591.499422 = -211431.294474
  nChanged 20
		SP:Iteration 23Q (12305.500000 sec): 3 clusters
  Score: Raw -214032.200814 + Penalty 2591.499422 = -211440.701392
  nChanged 26
		SP:Iteration 24Q (12305.640000 sec): 3 clusters
  Score: Raw -214042.683772 + Penalty 2591.499422 = -211451.184350
  nChanged 20
		SP:Iteration 25Q (12305.840000 sec): 3 clusters
  Score: Raw -214049.940949 + Penalty 2591.499422 = -211458.441527
  nChanged 21
		SP:Iteration 26Q (12306.020000 sec): 3 clusters
  Score: Raw -214056.719702 + Penalty 2591.499422 = -211465.220279
  nChanged 16
		SP:Iteration 27Q (12306.180000 sec): 3 clusters
  Score: Raw -214065.747028 + Penalty 2591.499422 = -211474.247606
  nChanged 19
		SP:Iteration 28Q (12306.360000 sec): 3 clusters
  Score: Raw -214073.915386 + Penalty 2591.499422 = -211482.415964
  nChanged 24
		SP:Iteration 29Q (12306.510000 sec): 3 clusters
  Score: Raw -214085.273755 + Penalty 2591.499422 = -211493.774333
  nChanged 23
		SP:Iteration 30Q (12306.680000 sec): 3 clusters
  Score: Raw -214096.399403 + Penalty 2591.499422 = -211504.899981
  nChanged 14
		SP:Iteration 31Q (12306.870000 sec): 3 clusters
  Score: Raw -214100.877015 + Penalty 2591.499422 = -211509.377593
  nChanged 13
		SP:Iteration 32Q (12307.110000 sec): 3 clusters
  Score: Raw -214104.986473 + Penalty 2591.499422 = -211513.487051
  nChanged 7
		SP:Iteration 33Q (12307.260000 sec): 3 clusters
  Score: Raw -214108.701940 + Penalty 2591.499422 = -211517.202518
  nChanged 9
		SP:Iteration 34Q (12307.460000 sec): 3 clusters
  Score: Raw -214112.209242 + Penalty 2591.499422 = -211520.709820
  nChanged 8
		SP:Iteration 35Q (12307.660000 sec): 3 clusters
  Score: Raw -214115.894765 + Penalty 2591.499422 = -211524.395342
  nChanged 10
		SP:Iteration 36Q (12307.850000 sec): 3 clusters
  Score: Raw -214120.398995 + Penalty 2591.499422 = -211528.899573
  nChanged 14
		SP:Iteration 37Q (12308.010000 sec): 3 clusters
  Score: Raw -214124.201130 + Penalty 2591.499422 = -211532.701708
  nChanged 5
		SP:Iteration 38Q (12308.240000 sec): 3 clusters
  Score: Raw -214126.292694 + Penalty 2591.499422 = -211534.793272
  nChanged 7
		SP:Iteration 39Q (12308.390000 sec): 3 clusters
  Score: Raw -214128.040477 + Penalty 2591.499422 = -211536.541055
  nChanged 4
		SP:Iteration 40F (12308.600000 sec): 3 clusters
  Score: Raw -214129.874313 + Penalty 2591.499422 = -211538.374890
  nChanged 8
		SP:Iteration 41Q (12308.740000 sec): 3 clusters
  Score: Raw -214133.179339 + Penalty 2591.499422 = -211541.679917
  nChanged 7
		SP:Iteration 42Q (12308.920000 sec): 3 clusters
  Score: Raw -214136.487643 + Penalty 2591.499422 = -211544.988221
  nChanged 12
		SP:Iteration 43Q (12309.100000 sec): 3 clusters
  Score: Raw -214142.100252 + Penalty 2591.499422 = -211550.600830
  nChanged 10
		SP:Iteration 44Q (12309.290000 sec): 3 clusters
  Score: Raw -214145.388053 + Penalty 2591.499422 = -211553.888631
  nChanged 5
		SP:Iteration 45Q (12309.470000 sec): 3 clusters
  Score: Raw -214147.487862 + Penalty 2591.499422 = -211555.988440
  nChanged 5
		SP:Iteration 46Q (12309.660000 sec): 3 clusters
  Score: Raw -214150.618276 + Penalty 2591.499422 = -211559.118854
  nChanged 7
		SP:Iteration 47Q (12309.860000 sec): 3 clusters
  Score: Raw -214152.844738 + Penalty 2591.499422 = -211561.345316
  nChanged 7
		SP:Iteration 48Q (12310.040000 sec): 3 clusters
  Score: Raw -214155.916775 + Penalty 2591.499422 = -211564.417353
  nChanged 6
		SP:Iteration 49Q (12310.230000 sec): 3 clusters
  Score: Raw -214158.182826 + Penalty 2591.499422 = -211566.683404
  nChanged 3
		SP:Iteration 50Q (12310.430000 sec): 3 clusters
  Score: Raw -214159.976069 + Penalty 2591.499422 = -211568.476647
  nChanged 8
		SP:Iteration 51Q (12310.640000 sec): 3 clusters
  Score: Raw -214162.229980 + Penalty 2591.499422 = -211570.730558
  nChanged 2
		SP:Iteration 52Q (12310.800000 sec): 3 clusters
  Score: Raw -214162.643437 + Penalty 2591.499422 = -211571.144015
  nChanged 1
		SP:Iteration 53Q (12311.000000 sec): 3 clusters
  Score: Raw -214163.063612 + Penalty 2591.499422 = -211571.564190
  nChanged 2
		SP:Iteration 54Q (12311.150000 sec): 3 clusters
  Score: Raw -214164.235390 + Penalty 2591.499422 = -211572.735968
  nChanged 1
		SP:Iteration 55Q (12311.320000 sec): 3 clusters
  Score: Raw -214164.434241 + Penalty 2591.499422 = -211572.934819
  nChanged 0
		SP:Iteration 56F (12311.500000 sec): 3 clusters
  Score: Raw -214164.434241 + Penalty 2591.499422 = -211572.934819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12311.600000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12311.810000 sec): 3 clusters
  Score: Raw -31297.731807 + Penalty 1922.765670 = -29374.966136
  nChanged 66
		SP:Iteration 1F (12311.980000 sec): 3 clusters
  Score: Raw -31400.771646 + Penalty 1922.765670 = -29478.005976
  nChanged 22
		SP:Iteration 2F (12312.160000 sec): 3 clusters
  Score: Raw -31439.079275 + Penalty 1922.765670 = -29516.313604
  nChanged 6
		SP:Iteration 3Q (12312.340000 sec): 3 clusters
  Score: Raw -31455.286922 + Penalty 1922.765670 = -29532.521252
  nChanged 5
		SP:Iteration 4Q (12312.440000 sec): 3 clusters
  Score: Raw -31470.938540 + Penalty 1922.765670 = -29548.172870
  nChanged 1
		SP:Iteration 5Q (12312.620000 sec): 3 clusters
  Score: Raw -31471.784066 + Penalty 1922.765670 = -29549.018396
  nChanged 0
		SP:Iteration 6F (12312.780000 sec): 3 clusters
  Score: Raw -31471.784066 + Penalty 1922.765670 = -29549.018396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12312.880000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12313.040000 sec): 3 clusters
  Score: Raw -53087.310340 + Penalty 2106.014483 = -50981.295858
  nChanged 173
		SP:Iteration 1F (12313.180000 sec): 3 clusters
  Score: Raw -53276.536357 + Penalty 2106.014483 = -51170.521875
  nChanged 41
		SP:Iteration 2F (12313.370000 sec): 3 clusters
  Score: Raw -53334.230137 + Penalty 2106.014483 = -51228.215655
  nChanged 26
		SP:Iteration 3Q (12313.510000 sec): 3 clusters
  Score: Raw -53374.881240 + Penalty 2106.014483 = -51268.866757
  nChanged 17
		SP:Iteration 4Q (12313.620000 sec): 3 clusters
  Score: Raw -53423.169763 + Penalty 2106.014483 = -51317.155280
  nChanged 20
		SP:Iteration 5Q (12313.790000 sec): 3 clusters
  Score: Raw -53449.602431 + Penalty 2106.014483 = -51343.587949
  nChanged 24
		SP:Iteration 6Q (12313.990000 sec): 3 clusters
  Score: Raw -53478.598717 + Penalty 2106.014483 = -51372.584235
  nChanged 10
		SP:Iteration 7Q (12314.150000 sec): 3 clusters
  Score: Raw -53491.360375 + Penalty 2106.014483 = -51385.345892
  nChanged 10
		SP:Iteration 8Q (12314.320000 sec): 3 clusters
  Score: Raw -53502.686294 + Penalty 2106.014483 = -51396.671811
  nChanged 4
		SP:Iteration 9Q (12314.470000 sec): 3 clusters
  Score: Raw -53506.923815 + Penalty 2106.014483 = -51400.909333
  nChanged 3
		SP:Iteration 10Q (12314.670000 sec): 3 clusters
  Score: Raw -53512.651410 + Penalty 2106.014483 = -51406.636927
  nChanged 4
		SP:Iteration 11Q (12314.830000 sec): 3 clusters
  Score: Raw -53518.609326 + Penalty 2106.014483 = -51412.594843
  nChanged 1
		SP:Iteration 12Q (12315.000000 sec): 3 clusters
  Score: Raw -53520.127415 + Penalty 2106.014483 = -51414.112933
  nChanged 0
		SP:Iteration 13F (12315.210000 sec): 3 clusters
  Score: Raw -53520.127415 + Penalty 2106.014483 = -51414.112933
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12315.310000 sec): 2 clusters
  Score: Raw -189961.173413 + Penalty 1263.003881 = -188698.169532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12315.510000 sec): 3 clusters
  Score: Raw -188910.492653 + Penalty 2526.007762 = -186384.484891
  nChanged 869
		SP:Iteration 1F (12315.660000 sec): 3 clusters
  Score: Raw -189471.153022 + Penalty 2526.007762 = -186945.145260
  nChanged 175
		SP:Iteration 2F (12315.810000 sec): 3 clusters
  Score: Raw -189595.038280 + Penalty 2526.007762 = -187069.030518
  nChanged 118
		SP:Iteration 3Q (12316.000000 sec): 3 clusters
  Score: Raw -189674.856462 + Penalty 2526.007762 = -187148.848700
  nChanged 95
		SP:Iteration 4Q (12316.150000 sec): 3 clusters
  Score: Raw -189732.686165 + Penalty 2526.007762 = -187206.678403
  nChanged 76
		SP:Iteration 5Q (12316.370000 sec): 3 clusters
  Score: Raw -189781.565468 + Penalty 2526.007762 = -187255.557706
  nChanged 65
		SP:Iteration 6Q (12316.590000 sec): 3 clusters
  Score: Raw -189825.331685 + Penalty 2526.007762 = -187299.323924
  nChanged 55
		SP:Iteration 7Q (12316.720000 sec): 3 clusters
  Score: Raw -189857.244816 + Penalty 2526.007762 = -187331.237054
  nChanged 48
		SP:Iteration 8Q (12316.850000 sec): 3 clusters
  Score: Raw -189890.131184 + Penalty 2526.007762 = -187364.123422
  nChanged 55
		SP:Iteration 9Q (12316.980000 sec): 3 clusters
  Score: Raw -189928.704578 + Penalty 2526.007762 = -187402.696816
  nChanged 61
		SP:Iteration 10Q (12317.130000 sec): 3 clusters
  Score: Raw -189969.839968 + Penalty 2526.007762 = -187443.832206
  nChanged 53
		SP:Iteration 11Q (12317.290000 sec): 3 clusters
  Score: Raw -190003.749561 + Penalty 2526.007762 = -187477.741800
  nChanged 43
		SP:Iteration 12Q (12317.450000 sec): 3 clusters
  Score: Raw -190036.661699 + Penalty 2526.007762 = -187510.653937
  nChanged 31
		SP:Iteration 13Q (12317.580000 sec): 3 clusters
  Score: Raw -190061.336079 + Penalty 2526.007762 = -187535.328317
  nChanged 26
		SP:Iteration 14Q (12317.710000 sec): 3 clusters
  Score: Raw -190079.271860 + Penalty 2526.007762 = -187553.264098
  nChanged 21
		SP:Iteration 15Q (12317.870000 sec): 3 clusters
  Score: Raw -190094.685507 + Penalty 2526.007762 = -187568.677745
  nChanged 19
		SP:Iteration 16Q (12318.070000 sec): 3 clusters
  Score: Raw -190109.725468 + Penalty 2526.007762 = -187583.717706
  nChanged 26
		SP:Iteration 17Q (12318.250000 sec): 3 clusters
  Score: Raw -190130.163837 + Penalty 2526.007762 = -187604.156075
  nChanged 22
		SP:Iteration 18Q (12318.410000 sec): 3 clusters
  Score: Raw -190146.155085 + Penalty 2526.007762 = -187620.147323
  nChanged 13
		SP:Iteration 19Q (12318.530000 sec): 3 clusters
  Score: Raw -190153.056566 + Penalty 2526.007762 = -187627.048804
  nChanged 7
		SP:Iteration 20F (12318.720000 sec): 3 clusters
  Score: Raw -190156.683583 + Penalty 2526.007762 = -187630.675822
  nChanged 2
		SP:Iteration 21Q (12318.850000 sec): 3 clusters
  Score: Raw -190157.840612 + Penalty 2526.007762 = -187631.832850
  nChanged 4
		SP:Iteration 22Q (12318.960000 sec): 3 clusters
  Score: Raw -190159.710245 + Penalty 2526.007762 = -187633.702483
  nChanged 5
		SP:Iteration 23Q (12319.090000 sec): 3 clusters
  Score: Raw -190162.444186 + Penalty 2526.007762 = -187636.436424
  nChanged 2
		SP:Iteration 24Q (12319.220000 sec): 3 clusters
  Score: Raw -190163.210496 + Penalty 2526.007762 = -187637.202734
  nChanged 1
		SP:Iteration 25Q (12319.430000 sec): 3 clusters
  Score: Raw -190163.900834 + Penalty 2526.007762 = -187637.893072
  nChanged 1
		SP:Iteration 26Q (12319.600000 sec): 3 clusters
  Score: Raw -190164.352091 + Penalty 2526.007762 = -187638.344329
  nChanged 1
		SP:Iteration 27Q (12319.750000 sec): 3 clusters
  Score: Raw -190165.230267 + Penalty 2526.007762 = -187639.222505
  nChanged 1
		SP:Iteration 28Q (12319.900000 sec): 3 clusters
  Score: Raw -190165.595106 + Penalty 2526.007762 = -187639.587344
  nChanged 0
		SP:Iteration 29F (12320.050000 sec): 3 clusters
  Score: Raw -190165.595106 + Penalty 2526.007762 = -187639.587344
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12320.140000 sec): 2 clusters
  Score: Raw -201617.097179 + Penalty 1291.612609 = -200325.484570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12320.260000 sec): 3 clusters
  Score: Raw -200366.846568 + Penalty 2583.225218 = -197783.621350
  nChanged 1094
		SP:Iteration 1F (12320.410000 sec): 3 clusters
  Score: Raw -201316.559601 + Penalty 2583.225218 = -198733.334383
  nChanged 298
		SP:Iteration 2F (12320.590000 sec): 3 clusters
  Score: Raw -201682.524321 + Penalty 2583.225218 = -199099.299103
  nChanged 217
		SP:Iteration 3F (12320.710000 sec): 3 clusters
  Score: Raw -201941.459576 + Penalty 2583.225218 = -199358.234359
  nChanged 172
		SP:Iteration 4F (12320.890000 sec): 3 clusters
  Score: Raw -202123.992898 + Penalty 2583.225218 = -199540.767680
  nChanged 148
		SP:Iteration 5F (12321.060000 sec): 3 clusters
  Score: Raw -202297.294778 + Penalty 2583.225218 = -199714.069560
  nChanged 125
		SP:Iteration 6Q (12321.230000 sec): 3 clusters
  Score: Raw -202398.697464 + Penalty 2583.225218 = -199815.472247
  nChanged 84
		SP:Iteration 7Q (12321.350000 sec): 3 clusters
  Score: Raw -202469.079872 + Penalty 2583.225218 = -199885.854654
  nChanged 66
		SP:Iteration 8Q (12321.520000 sec): 3 clusters
  Score: Raw -202508.195152 + Penalty 2583.225218 = -199924.969935
  nChanged 52
		SP:Iteration 9Q (12321.670000 sec): 3 clusters
  Score: Raw -202544.904036 + Penalty 2583.225218 = -199961.678818
  nChanged 50
		SP:Iteration 10Q (12321.810000 sec): 3 clusters
  Score: Raw -202578.529380 + Penalty 2583.225218 = -199995.304163
  nChanged 41
		SP:Iteration 11Q (12321.960000 sec): 3 clusters
  Score: Raw -202599.420387 + Penalty 2583.225218 = -200016.195169
  nChanged 33
		SP:Iteration 12Q (12322.130000 sec): 3 clusters
  Score: Raw -202622.753261 + Penalty 2583.225218 = -200039.528043
  nChanged 30
		SP:Iteration 13Q (12322.320000 sec): 3 clusters
  Score: Raw -202644.125736 + Penalty 2583.225218 = -200060.900519
  nChanged 25
		SP:Iteration 14Q (12322.490000 sec): 3 clusters
  Score: Raw -202660.179615 + Penalty 2583.225218 = -200076.954397
  nChanged 17
		SP:Iteration 15Q (12322.680000 sec): 3 clusters
  Score: Raw -202667.956967 + Penalty 2583.225218 = -200084.731749
  nChanged 10
		SP:Iteration 16Q (12322.820000 sec): 3 clusters
  Score: Raw -202670.673929 + Penalty 2583.225218 = -200087.448712
  nChanged 4
		SP:Iteration 17Q (12322.930000 sec): 3 clusters
  Score: Raw -202671.821000 + Penalty 2583.225218 = -200088.595782
  nChanged 2
		SP:Iteration 18Q (12323.080000 sec): 3 clusters
  Score: Raw -202672.240226 + Penalty 2583.225218 = -200089.015008
  nChanged 0
		SP:Iteration 19F (12323.250000 sec): 3 clusters
  Score: Raw -202672.240226 + Penalty 2583.225218 = -200089.015008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12323.340000 sec): 2 clusters
  Score: Raw -307655.628598 + Penalty 1337.512079 = -306318.116519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12323.530000 sec): 3 clusters
  Score: Raw -305826.338453 + Penalty 2675.024158 = -303151.314294
  nChanged 1463
		SP:Iteration 1F (12323.670000 sec): 3 clusters
  Score: Raw -306609.256034 + Penalty 2675.024158 = -303934.231876
  nChanged 302
		SP:Iteration 2F (12323.870000 sec): 3 clusters
  Score: Raw -306816.137066 + Penalty 2675.024158 = -304141.112908
  nChanged 244
		SP:Iteration 3F (12324.020000 sec): 3 clusters
  Score: Raw -307003.421713 + Penalty 2675.024158 = -304328.397554
  nChanged 213
		SP:Iteration 4F (12324.140000 sec): 3 clusters
  Score: Raw -307174.315395 + Penalty 2675.024158 = -304499.291237
  nChanged 210
		SP:Iteration 5F (12324.290000 sec): 3 clusters
  Score: Raw -307347.596208 + Penalty 2675.024158 = -304672.572050
  nChanged 204
		SP:Iteration 6F (12324.430000 sec): 3 clusters
  Score: Raw -307511.207179 + Penalty 2675.024158 = -304836.183020
  nChanged 180
		SP:Iteration 7Q (12324.600000 sec): 3 clusters
  Score: Raw -307646.748027 + Penalty 2675.024158 = -304971.723868
  nChanged 151
		SP:Iteration 8Q (12324.790000 sec): 3 clusters
  Score: Raw -307755.592712 + Penalty 2675.024158 = -305080.568554
  nChanged 112
		SP:Iteration 9Q (12324.940000 sec): 3 clusters
  Score: Raw -307846.952354 + Penalty 2675.024158 = -305171.928196
  nChanged 109
		SP:Iteration 10Q (12325.150000 sec): 3 clusters
  Score: Raw -307914.015102 + Penalty 2675.024158 = -305238.990944
  nChanged 68
		SP:Iteration 11Q (12325.310000 sec): 3 clusters
  Score: Raw -307952.757771 + Penalty 2675.024158 = -305277.733613
  nChanged 63
		SP:Iteration 12Q (12325.470000 sec): 3 clusters
  Score: Raw -307981.631343 + Penalty 2675.024158 = -305306.607185
  nChanged 46
		SP:Iteration 13Q (12325.670000 sec): 3 clusters
  Score: Raw -307997.136134 + Penalty 2675.024158 = -305322.111975
  nChanged 31
		SP:Iteration 14Q (12325.790000 sec): 3 clusters
  Score: Raw -308009.884435 + Penalty 2675.024158 = -305334.860277
  nChanged 38
		SP:Iteration 15Q (12325.920000 sec): 3 clusters
  Score: Raw -308025.824101 + Penalty 2675.024158 = -305350.799943
  nChanged 29
		SP:Iteration 16Q (12326.050000 sec): 3 clusters
  Score: Raw -308036.165840 + Penalty 2675.024158 = -305361.141681
  nChanged 30
		SP:Iteration 17Q (12326.250000 sec): 3 clusters
  Score: Raw -308047.216064 + Penalty 2675.024158 = -305372.191906
  nChanged 22
		SP:Iteration 18Q (12326.400000 sec): 3 clusters
  Score: Raw -308054.228942 + Penalty 2675.024158 = -305379.204784
  nChanged 27
		SP:Iteration 19Q (12326.590000 sec): 3 clusters
  Score: Raw -308062.467692 + Penalty 2675.024158 = -305387.443534
  nChanged 21
		SP:Iteration 20F (12326.770000 sec): 3 clusters
  Score: Raw -308070.261731 + Penalty 2675.024158 = -305395.237572
  nChanged 19
		SP:Iteration 21Q (12326.960000 sec): 3 clusters
  Score: Raw -308075.910235 + Penalty 2675.024158 = -305400.886077
  nChanged 20
		SP:Iteration 22Q (12327.110000 sec): 3 clusters
  Score: Raw -308083.460413 + Penalty 2675.024158 = -305408.436255
  nChanged 19
		SP:Iteration 23Q (12327.270000 sec): 3 clusters
  Score: Raw -308092.303643 + Penalty 2675.024158 = -305417.279485
  nChanged 27
		SP:Iteration 24Q (12327.440000 sec): 3 clusters
  Score: Raw -308110.492874 + Penalty 2675.024158 = -305435.468716
  nChanged 37
		SP:Iteration 25Q (12327.620000 sec): 3 clusters
  Score: Raw -308143.993176 + Penalty 2675.024158 = -305468.969018
  nChanged 43
		SP:Iteration 26Q (12327.730000 sec): 3 clusters
  Score: Raw -308174.101632 + Penalty 2675.024158 = -305499.077474
  nChanged 36
		SP:Iteration 27Q (12327.850000 sec): 3 clusters
  Score: Raw -308196.131120 + Penalty 2675.024158 = -305521.106961
  nChanged 45
		SP:Iteration 28Q (12327.960000 sec): 3 clusters
  Score: Raw -308221.296591 + Penalty 2675.024158 = -305546.272432
  nChanged 35
		SP:Iteration 29Q (12328.140000 sec): 3 clusters
  Score: Raw -308235.703179 + Penalty 2675.024158 = -305560.679020
  nChanged 17
		SP:Iteration 30Q (12328.280000 sec): 3 clusters
  Score: Raw -308241.825716 + Penalty 2675.024158 = -305566.801558
  nChanged 15
		SP:Iteration 31Q (12328.460000 sec): 3 clusters
  Score: Raw -308245.654269 + Penalty 2675.024158 = -305570.630111
  nChanged 11
		SP:Iteration 32Q (12328.600000 sec): 3 clusters
  Score: Raw -308248.749121 + Penalty 2675.024158 = -305573.724963
  nChanged 8
		SP:Iteration 33Q (12328.800000 sec): 3 clusters
  Score: Raw -308250.245210 + Penalty 2675.024158 = -305575.221052
  nChanged 1
		SP:Iteration 34Q (12329.010000 sec): 3 clusters
  Score: Raw -308250.394184 + Penalty 2675.024158 = -305575.370026
  nChanged 1
		SP:Iteration 35Q (12329.200000 sec): 3 clusters
  Score: Raw -308250.756800 + Penalty 2675.024158 = -305575.732642
  nChanged 1
		SP:Iteration 36Q (12329.310000 sec): 3 clusters
  Score: Raw -308250.971646 + Penalty 2675.024158 = -305575.947487
  nChanged 3
		SP:Iteration 37Q (12329.500000 sec): 3 clusters
  Score: Raw -308251.812362 + Penalty 2675.024158 = -305576.788204
  nChanged 4
		SP:Iteration 38Q (12329.730000 sec): 3 clusters
  Score: Raw -308252.879715 + Penalty 2675.024158 = -305577.855557
  nChanged 3
		SP:Iteration 39Q (12329.870000 sec): 3 clusters
  Score: Raw -308253.477433 + Penalty 2675.024158 = -305578.453275
  nChanged 5
		SP:Iteration 40F (12330.050000 sec): 3 clusters
  Score: Raw -308254.320279 + Penalty 2675.024158 = -305579.296121
  nChanged 3
		SP:Iteration 41Q (12330.170000 sec): 3 clusters
  Score: Raw -308255.157496 + Penalty 2675.024158 = -305580.133337
  nChanged 5
		SP:Iteration 42Q (12330.340000 sec): 3 clusters
  Score: Raw -308256.162437 + Penalty 2675.024158 = -305581.138279
  nChanged 2
		SP:Iteration 43Q (12330.520000 sec): 3 clusters
  Score: Raw -308256.578320 + Penalty 2675.024158 = -305581.554161
  nChanged 0
		SP:Iteration 44F (12330.710000 sec): 3 clusters
  Score: Raw -308256.578320 + Penalty 2675.024158 = -305581.554161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12330.820000 sec): 2 clusters
  Score: Raw -177487.381902 + Penalty 1278.653495 = -176208.728407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12331.010000 sec): 3 clusters
  Score: Raw -176347.222072 + Penalty 2557.306991 = -173789.915082
  nChanged 952
		SP:Iteration 1F (12331.160000 sec): 3 clusters
  Score: Raw -177136.470024 + Penalty 2557.306991 = -174579.163033
  nChanged 269
		SP:Iteration 2F (12331.290000 sec): 3 clusters
  Score: Raw -177391.044911 + Penalty 2557.306991 = -174833.737920
  nChanged 163
		SP:Iteration 3F (12331.530000 sec): 3 clusters
  Score: Raw -177552.393683 + Penalty 2557.306991 = -174995.086692
  nChanged 126
		SP:Iteration 4Q (12331.680000 sec): 3 clusters
  Score: Raw -177648.468337 + Penalty 2557.306991 = -175091.161346
  nChanged 89
		SP:Iteration 5Q (12331.810000 sec): 3 clusters
  Score: Raw -177708.448700 + Penalty 2557.306991 = -175151.141709
  nChanged 56
		SP:Iteration 6Q (12331.960000 sec): 3 clusters
  Score: Raw -177749.402971 + Penalty 2557.306991 = -175192.095980
  nChanged 62
		SP:Iteration 7Q (12332.160000 sec): 3 clusters
  Score: Raw -177788.107900 + Penalty 2557.306991 = -175230.800910
  nChanged 58
		SP:Iteration 8Q (12332.330000 sec): 3 clusters
  Score: Raw -177830.775349 + Penalty 2557.306991 = -175273.468358
  nChanged 43
		SP:Iteration 9Q (12332.490000 sec): 3 clusters
  Score: Raw -177860.791427 + Penalty 2557.306991 = -175303.484437
  nChanged 43
		SP:Iteration 10Q (12332.690000 sec): 3 clusters
  Score: Raw -177894.326620 + Penalty 2557.306991 = -175337.019629
  nChanged 34
		SP:Iteration 11Q (12332.920000 sec): 3 clusters
  Score: Raw -177918.060348 + Penalty 2557.306991 = -175360.753358
  nChanged 33
		SP:Iteration 12Q (12333.050000 sec): 3 clusters
  Score: Raw -177934.699024 + Penalty 2557.306991 = -175377.392034
  nChanged 28
		SP:Iteration 13Q (12333.230000 sec): 3 clusters
  Score: Raw -177948.105981 + Penalty 2557.306991 = -175390.798990
  nChanged 20
		SP:Iteration 14Q (12333.380000 sec): 3 clusters
  Score: Raw -177957.711777 + Penalty 2557.306991 = -175400.404787
  nChanged 13
		SP:Iteration 15Q (12333.600000 sec): 3 clusters
  Score: Raw -177961.650235 + Penalty 2557.306991 = -175404.343244
  nChanged 9
		SP:Iteration 16Q (12333.750000 sec): 3 clusters
  Score: Raw -177966.882101 + Penalty 2557.306991 = -175409.575111
  nChanged 9
		SP:Iteration 17Q (12333.930000 sec): 3 clusters
  Score: Raw -177972.606451 + Penalty 2557.306991 = -175415.299460
  nChanged 12
		SP:Iteration 18Q (12334.100000 sec): 3 clusters
  Score: Raw -177983.966494 + Penalty 2557.306991 = -175426.659504
  nChanged 12
		SP:Iteration 19Q (12334.240000 sec): 3 clusters
  Score: Raw -177995.085850 + Penalty 2557.306991 = -175437.778860
  nChanged 12
		SP:Iteration 20F (12334.380000 sec): 3 clusters
  Score: Raw -178004.864060 + Penalty 2557.306991 = -175447.557069
  nChanged 11
		SP:Iteration 21Q (12334.520000 sec): 3 clusters
  Score: Raw -178013.508558 + Penalty 2557.306991 = -175456.201568
  nChanged 14
		SP:Iteration 22Q (12334.690000 sec): 3 clusters
  Score: Raw -178021.152476 + Penalty 2557.306991 = -175463.845485
  nChanged 15
		SP:Iteration 23Q (12334.940000 sec): 3 clusters
  Score: Raw -178025.361174 + Penalty 2557.306991 = -175468.054184
  nChanged 8
		SP:Iteration 24Q (12335.080000 sec): 3 clusters
  Score: Raw -178027.298468 + Penalty 2557.306991 = -175469.991478
  nChanged 2
		SP:Iteration 25Q (12335.240000 sec): 3 clusters
  Score: Raw -178028.189750 + Penalty 2557.306991 = -175470.882759
  nChanged 3
		SP:Iteration 26Q (12335.430000 sec): 3 clusters
  Score: Raw -178029.150572 + Penalty 2557.306991 = -175471.843582
  nChanged 3
		SP:Iteration 27Q (12335.630000 sec): 3 clusters
  Score: Raw -178031.635301 + Penalty 2557.306991 = -175474.328310
  nChanged 7
		SP:Iteration 28Q (12335.850000 sec): 3 clusters
  Score: Raw -178037.174893 + Penalty 2557.306991 = -175479.867902
  nChanged 10
		SP:Iteration 29Q (12336.010000 sec): 3 clusters
  Score: Raw -178042.660792 + Penalty 2557.306991 = -175485.353802
  nChanged 4
		SP:Iteration 30Q (12336.210000 sec): 3 clusters
  Score: Raw -178044.154639 + Penalty 2557.306991 = -175486.847648
  nChanged 6
		SP:Iteration 31Q (12336.400000 sec): 3 clusters
  Score: Raw -178045.828653 + Penalty 2557.306991 = -175488.521663
  nChanged 2
		SP:Iteration 32Q (12336.520000 sec): 3 clusters
  Score: Raw -178046.600278 + Penalty 2557.306991 = -175489.293287
  nChanged 0
		SP:Iteration 33F (12336.650000 sec): 3 clusters
  Score: Raw -178046.600278 + Penalty 2557.306991 = -175489.293287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12336.740000 sec): 2 clusters
  Score: Raw -167982.102912 + Penalty 1241.598122 = -166740.504790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12336.880000 sec): 3 clusters
  Score: Raw -167127.427969 + Penalty 2483.196244 = -164644.231725
  nChanged 760
		SP:Iteration 1F (12337.040000 sec): 3 clusters
  Score: Raw -167803.603192 + Penalty 2483.196244 = -165320.406948
  nChanged 188
		SP:Iteration 2F (12337.220000 sec): 3 clusters
  Score: Raw -167994.441247 + Penalty 2483.196244 = -165511.245004
  nChanged 109
		SP:Iteration 3F (12337.410000 sec): 3 clusters
  Score: Raw -168098.665743 + Penalty 2483.196244 = -165615.469499
  nChanged 88
		SP:Iteration 4Q (12337.540000 sec): 3 clusters
  Score: Raw -168190.324457 + Penalty 2483.196244 = -165707.128213
  nChanged 77
		SP:Iteration 5Q (12337.690000 sec): 3 clusters
  Score: Raw -168243.198381 + Penalty 2483.196244 = -165760.002138
  nChanged 54
		SP:Iteration 6Q (12337.800000 sec): 3 clusters
  Score: Raw -168280.247202 + Penalty 2483.196244 = -165797.050958
  nChanged 56
		SP:Iteration 7Q (12337.910000 sec): 3 clusters
  Score: Raw -168317.242980 + Penalty 2483.196244 = -165834.046737
  nChanged 48
		SP:Iteration 8Q (12338.040000 sec): 3 clusters
  Score: Raw -168350.102072 + Penalty 2483.196244 = -165866.905828
  nChanged 40
		SP:Iteration 9Q (12338.210000 sec): 3 clusters
  Score: Raw -168375.774474 + Penalty 2483.196244 = -165892.578231
  nChanged 30
		SP:Iteration 10Q (12338.390000 sec): 3 clusters
  Score: Raw -168395.933912 + Penalty 2483.196244 = -165912.737668
  nChanged 26
		SP:Iteration 11Q (12338.590000 sec): 3 clusters
  Score: Raw -168412.329799 + Penalty 2483.196244 = -165929.133555
  nChanged 20
		SP:Iteration 12Q (12338.780000 sec): 3 clusters
  Score: Raw -168424.541580 + Penalty 2483.196244 = -165941.345337
  nChanged 17
		SP:Iteration 13Q (12338.930000 sec): 3 clusters
  Score: Raw -168436.812538 + Penalty 2483.196244 = -165953.616295
  nChanged 12
		SP:Iteration 14Q (12339.060000 sec): 3 clusters
  Score: Raw -168444.278472 + Penalty 2483.196244 = -165961.082229
  nChanged 13
		SP:Iteration 15Q (12339.190000 sec): 3 clusters
  Score: Raw -168452.303762 + Penalty 2483.196244 = -165969.107518
  nChanged 16
		SP:Iteration 16Q (12339.420000 sec): 3 clusters
  Score: Raw -168461.126845 + Penalty 2483.196244 = -165977.930601
  nChanged 7
		SP:Iteration 17Q (12339.540000 sec): 3 clusters
  Score: Raw -168465.378207 + Penalty 2483.196244 = -165982.181963
  nChanged 5
		SP:Iteration 18Q (12339.710000 sec): 3 clusters
  Score: Raw -168468.242892 + Penalty 2483.196244 = -165985.046648
  nChanged 6
		SP:Iteration 19Q (12339.900000 sec): 3 clusters
  Score: Raw -168472.029335 + Penalty 2483.196244 = -165988.833091
  nChanged 5
		SP:Iteration 20F (12340.120000 sec): 3 clusters
  Score: Raw -168474.578942 + Penalty 2483.196244 = -165991.382699
  nChanged 1
		SP:Iteration 21Q (12340.240000 sec): 3 clusters
  Score: Raw -168474.708240 + Penalty 2483.196244 = -165991.511996
  nChanged 0
		SP:Iteration 22F (12340.380000 sec): 3 clusters
  Score: Raw -168474.708240 + Penalty 2483.196244 = -165991.511996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12340.480000 sec): 2 clusters
  Score: Raw -48480.001060 + Penalty 1090.855383 = -47389.145678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12340.660000 sec): 3 clusters
  Score: Raw -48383.253849 + Penalty 2181.710765 = -46201.543084
  nChanged 224
		SP:Iteration 1F (12340.840000 sec): 3 clusters
  Score: Raw -48705.959471 + Penalty 2181.710765 = -46524.248706
  nChanged 85
		SP:Iteration 2F (12340.990000 sec): 3 clusters
  Score: Raw -48836.779795 + Penalty 2181.710765 = -46655.069029
  nChanged 31
		SP:Iteration 3Q (12341.130000 sec): 3 clusters
  Score: Raw -48877.606703 + Penalty 2181.710765 = -46695.895938
  nChanged 11
		SP:Iteration 4Q (12341.270000 sec): 3 clusters
  Score: Raw -48894.266222 + Penalty 2181.710765 = -46712.555456
  nChanged 9
		SP:Iteration 5Q (12341.450000 sec): 3 clusters
  Score: Raw -48914.464979 + Penalty 2181.710765 = -46732.754214
  nChanged 5
		SP:Iteration 6Q (12341.650000 sec): 3 clusters
  Score: Raw -48919.696530 + Penalty 2181.710765 = -46737.985765
  nChanged 4
		SP:Iteration 7Q (12341.830000 sec): 3 clusters
  Score: Raw -48928.234566 + Penalty 2181.710765 = -46746.523801
  nChanged 5
		SP:Iteration 8Q (12342.090000 sec): 3 clusters
  Score: Raw -48936.716266 + Penalty 2181.710765 = -46755.005500
  nChanged 3
		SP:Iteration 9Q (12342.230000 sec): 3 clusters
  Score: Raw -48939.887788 + Penalty 2181.710765 = -46758.177023
  nChanged 0
		SP:Iteration 10F (12342.430000 sec): 3 clusters
  Score: Raw -48939.887788 + Penalty 2181.710765 = -46758.177023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12342.670000 sec): 2 clusters
  Score: Raw -2903272.764358 + Penalty 1694.171125 = -2901578.593234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12342.990000 sec): 3 clusters
  Score: Raw -2882290.533229 + Penalty 3388.342250 = -2878902.190979
  nChanged 15656
		SP:Iteration 1F (12343.340000 sec): 3 clusters
  Score: Raw -2890905.523293 + Penalty 3388.342250 = -2887517.181044
  nChanged 1573
		SP:Iteration 2Q (12343.670000 sec): 3 clusters
  Score: Raw -2891467.387319 + Penalty 3388.342250 = -2888079.045069
  nChanged 1755
		SP:Iteration 3F (12344.020000 sec): 3 clusters
  Score: Raw -2892196.761822 + Penalty 3388.342250 = -2888808.419572
  nChanged 1899
		SP:Iteration 4F (12344.390000 sec): 3 clusters
  Score: Raw -2893081.235726 + Penalty 3388.342250 = -2889692.893476
  nChanged 2046
		SP:Iteration 5F (12344.720000 sec): 3 clusters
  Score: Raw -2894145.446904 + Penalty 3388.342250 = -2890757.104654
  nChanged 2069
		SP:Iteration 6F (12345.050000 sec): 3 clusters
  Score: Raw -2895274.842505 + Penalty 3388.342250 = -2891886.500256
  nChanged 1982
		SP:Iteration 7F (12345.420000 sec): 3 clusters
  Score: Raw -2896384.937151 + Penalty 3388.342250 = -2892996.594901
  nChanged 1836
		SP:Iteration 8F (12345.750000 sec): 3 clusters
  Score: Raw -2897568.532781 + Penalty 3388.342250 = -2894180.190532
  nChanged 1765
		SP:Iteration 9F (12346.120000 sec): 3 clusters
  Score: Raw -2898855.478459 + Penalty 3388.342250 = -2895467.136209
  nChanged 1622
		SP:Iteration 10Q (12346.480000 sec): 3 clusters
  Score: Raw -2900119.003285 + Penalty 3388.342250 = -2896730.661036
  nChanged 1354
		SP:Iteration 11Q (12346.880000 sec): 3 clusters
  Score: Raw -2901240.244688 + Penalty 3388.342250 = -2897851.902439
  nChanged 1024
		SP:Iteration 12Q (12347.240000 sec): 3 clusters
  Score: Raw -2902082.442248 + Penalty 3388.342250 = -2898694.099998
  nChanged 672
		SP:Iteration 13Q (12347.630000 sec): 3 clusters
  Score: Raw -2902646.427424 + Penalty 3388.342250 = -2899258.085174
  nChanged 402
		SP:Iteration 14Q (12347.930000 sec): 3 clusters
  Score: Raw -2902999.078266 + Penalty 3388.342250 = -2899610.736016
  nChanged 220
		SP:Iteration 15Q (12348.250000 sec): 3 clusters
  Score: Raw -2903180.523489 + Penalty 3388.342250 = -2899792.181240
  nChanged 107
		SP:Iteration 16Q (12348.590000 sec): 3 clusters
  Score: Raw -2903272.324235 + Penalty 3388.342250 = -2899883.981986
  nChanged 73
		SP:Iteration 17Q (12348.870000 sec): 3 clusters
  Score: Raw -2903348.024854 + Penalty 3388.342250 = -2899959.682604
  nChanged 50
		SP:Iteration 18Q (12349.220000 sec): 3 clusters
  Score: Raw -2903395.738314 + Penalty 3388.342250 = -2900007.396064
  nChanged 36
		SP:Iteration 19Q (12349.530000 sec): 3 clusters
  Score: Raw -2903430.185654 + Penalty 3388.342250 = -2900041.843404
  nChanged 19
		SP:Iteration 20F (12349.870000 sec): 3 clusters
  Score: Raw -2903445.180906 + Penalty 3388.342250 = -2900056.838656
  nChanged 7
		SP:Iteration 21Q (12350.200000 sec): 3 clusters
  Score: Raw -2903452.226945 + Penalty 3388.342250 = -2900063.884695
  nChanged 10
		SP:Iteration 22Q (12350.510000 sec): 3 clusters
  Score: Raw -2903463.962220 + Penalty 3388.342250 = -2900075.619971
  nChanged 6
		SP:Iteration 23Q (12350.840000 sec): 3 clusters
  Score: Raw -2903469.390466 + Penalty 3388.342250 = -2900081.048216
  nChanged 2
		SP:Iteration 24Q (12351.130000 sec): 3 clusters
  Score: Raw -2903471.973598 + Penalty 3388.342250 = -2900083.631348
  nChanged 4
		SP:Iteration 25Q (12351.470000 sec): 3 clusters
  Score: Raw -2903476.912130 + Penalty 3388.342250 = -2900088.569880
  nChanged 2
		SP:Iteration 26Q (12351.770000 sec): 3 clusters
  Score: Raw -2903480.411030 + Penalty 3388.342250 = -2900092.068781
  nChanged 3
		SP:Iteration 27Q (12352.140000 sec): 3 clusters
  Score: Raw -2903483.799196 + Penalty 3388.342250 = -2900095.456947
  nChanged 0
		SP:Iteration 28F (12352.510000 sec): 3 clusters
  Score: Raw -2903483.799196 + Penalty 3388.342250 = -2900095.456947
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12352.570000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12352.740000 sec): 3 clusters
  Score: Raw -41014.911651 + Penalty 2010.517803 = -39004.393848
  nChanged 111
		SP:Iteration 1F (12352.940000 sec): 3 clusters
  Score: Raw -41174.315278 + Penalty 2010.517803 = -39163.797476
  nChanged 31
		SP:Iteration 2F (12353.080000 sec): 3 clusters
  Score: Raw -41218.260681 + Penalty 2010.517803 = -39207.742878
  nChanged 9
		SP:Iteration 3Q (12353.250000 sec): 3 clusters
  Score: Raw -41227.707592 + Penalty 2010.517803 = -39217.189789
  nChanged 8
		SP:Iteration 4Q (12353.420000 sec): 3 clusters
  Score: Raw -41236.716883 + Penalty 2010.517803 = -39226.199080
  nChanged 4
		SP:Iteration 5Q (12353.600000 sec): 3 clusters
  Score: Raw -41243.740692 + Penalty 2010.517803 = -39233.222889
  nChanged 2
		SP:Iteration 6Q (12353.760000 sec): 3 clusters
  Score: Raw -41245.734817 + Penalty 2010.517803 = -39235.217014
  nChanged 1
		SP:Iteration 7Q (12353.960000 sec): 3 clusters
  Score: Raw -41247.558213 + Penalty 2010.517803 = -39237.040410
  nChanged 0
		SP:Iteration 8F (12354.100000 sec): 3 clusters
  Score: Raw -41247.558213 + Penalty 2010.517803 = -39237.040410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12354.210000 sec): 2 clusters
  Score: Raw -90467.008007 + Penalty 1163.889593 = -89303.118413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12354.350000 sec): 3 clusters
  Score: Raw -89992.204546 + Penalty 2327.779187 = -87664.425359
  nChanged 412
		SP:Iteration 1F (12354.520000 sec): 3 clusters
  Score: Raw -90387.377443 + Penalty 2327.779187 = -88059.598256
  nChanged 111
		SP:Iteration 2F (12354.700000 sec): 3 clusters
  Score: Raw -90537.093672 + Penalty 2327.779187 = -88209.314486
  nChanged 83
		SP:Iteration 3F (12354.840000 sec): 3 clusters
  Score: Raw -90644.157016 + Penalty 2327.779187 = -88316.377829
  nChanged 54
		SP:Iteration 4Q (12355.040000 sec): 3 clusters
  Score: Raw -90701.250736 + Penalty 2327.779187 = -88373.471549
  nChanged 35
		SP:Iteration 5Q (12355.210000 sec): 3 clusters
  Score: Raw -90737.740455 + Penalty 2327.779187 = -88409.961268
  nChanged 34
		SP:Iteration 6Q (12355.350000 sec): 3 clusters
  Score: Raw -90779.801011 + Penalty 2327.779187 = -88452.021824
  nChanged 41
		SP:Iteration 7Q (12355.530000 sec): 3 clusters
  Score: Raw -90846.355729 + Penalty 2327.779187 = -88518.576543
  nChanged 30
		SP:Iteration 8Q (12355.660000 sec): 3 clusters
  Score: Raw -90891.096668 + Penalty 2327.779187 = -88563.317482
  nChanged 31
		SP:Iteration 9Q (12355.830000 sec): 3 clusters
  Score: Raw -90918.409966 + Penalty 2327.779187 = -88590.630779
  nChanged 11
		SP:Iteration 10Q (12356.010000 sec): 3 clusters
  Score: Raw -90932.107852 + Penalty 2327.779187 = -88604.328665
  nChanged 13
		SP:Iteration 11Q (12356.170000 sec): 3 clusters
  Score: Raw -90944.015395 + Penalty 2327.779187 = -88616.236208
  nChanged 13
		SP:Iteration 12Q (12356.310000 sec): 3 clusters
  Score: Raw -90955.676516 + Penalty 2327.779187 = -88627.897329
  nChanged 9
		SP:Iteration 13Q (12356.410000 sec): 3 clusters
  Score: Raw -90963.961079 + Penalty 2327.779187 = -88636.181893
  nChanged 10
		SP:Iteration 14Q (12356.600000 sec): 3 clusters
  Score: Raw -90976.792418 + Penalty 2327.779187 = -88649.013231
  nChanged 13
		SP:Iteration 15Q (12356.770000 sec): 3 clusters
  Score: Raw -90995.441775 + Penalty 2327.779187 = -88667.662588
  nChanged 11
		SP:Iteration 16Q (12356.920000 sec): 3 clusters
  Score: Raw -91007.911605 + Penalty 2327.779187 = -88680.132419
  nChanged 12
		SP:Iteration 17Q (12357.100000 sec): 3 clusters
  Score: Raw -91021.151706 + Penalty 2327.779187 = -88693.372519
  nChanged 6
		SP:Iteration 18Q (12357.210000 sec): 3 clusters
  Score: Raw -91025.197483 + Penalty 2327.779187 = -88697.418296
  nChanged 6
		SP:Iteration 19Q (12357.330000 sec): 3 clusters
  Score: Raw -91032.482911 + Penalty 2327.779187 = -88704.703724
  nChanged 7
		SP:Iteration 20F (12357.480000 sec): 3 clusters
  Score: Raw -91037.349960 + Penalty 2327.779187 = -88709.570774
  nChanged 4
		SP:Iteration 21Q (12357.620000 sec): 3 clusters
  Score: Raw -91042.993487 + Penalty 2327.779187 = -88715.214300
  nChanged 7
		SP:Iteration 22Q (12357.750000 sec): 3 clusters
  Score: Raw -91048.773350 + Penalty 2327.779187 = -88720.994163
  nChanged 5
		SP:Iteration 23Q (12357.910000 sec): 3 clusters
  Score: Raw -91053.083893 + Penalty 2327.779187 = -88725.304706
  nChanged 5
		SP:Iteration 24Q (12358.070000 sec): 3 clusters
  Score: Raw -91057.141571 + Penalty 2327.779187 = -88729.362385
  nChanged 6
		SP:Iteration 25Q (12358.170000 sec): 3 clusters
  Score: Raw -91061.891571 + Penalty 2327.779187 = -88734.112385
  nChanged 3
		SP:Iteration 26Q (12358.270000 sec): 3 clusters
  Score: Raw -91063.296963 + Penalty 2327.779187 = -88735.517776
  nChanged 2
		SP:Iteration 27Q (12358.440000 sec): 3 clusters
  Score: Raw -91064.206464 + Penalty 2327.779187 = -88736.427278
  nChanged 3
		SP:Iteration 28Q (12358.570000 sec): 3 clusters
  Score: Raw -91066.076498 + Penalty 2327.779187 = -88738.297312
  nChanged 2
		SP:Iteration 29Q (12358.700000 sec): 3 clusters
  Score: Raw -91068.554076 + Penalty 2327.779187 = -88740.774889
  nChanged 0
		SP:Iteration 30F (12358.840000 sec): 3 clusters
  Score: Raw -91068.554076 + Penalty 2327.779187 = -88740.774889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12358.940000 sec): 2 clusters
  Score: Raw -148785.415421 + Penalty 1223.004073 = -147562.411348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12359.100000 sec): 3 clusters
  Score: Raw -148007.697141 + Penalty 2446.008147 = -145561.688995
  nChanged 656
		SP:Iteration 1F (12359.240000 sec): 3 clusters
  Score: Raw -148468.429816 + Penalty 2446.008147 = -146022.421669
  nChanged 167
		SP:Iteration 2F (12359.420000 sec): 3 clusters
  Score: Raw -148611.783534 + Penalty 2446.008147 = -146165.775387
  nChanged 90
		SP:Iteration 3Q (12359.550000 sec): 3 clusters
  Score: Raw -148686.160860 + Penalty 2446.008147 = -146240.152713
  nChanged 80
		SP:Iteration 4Q (12359.750000 sec): 3 clusters
  Score: Raw -148755.633954 + Penalty 2446.008147 = -146309.625808
  nChanged 77
		SP:Iteration 5Q (12359.940000 sec): 3 clusters
  Score: Raw -148835.166695 + Penalty 2446.008147 = -146389.158549
  nChanged 71
		SP:Iteration 6Q (12360.120000 sec): 3 clusters
  Score: Raw -148900.433275 + Penalty 2446.008147 = -146454.425128
  nChanged 57
		SP:Iteration 7Q (12360.320000 sec): 3 clusters
  Score: Raw -148946.670534 + Penalty 2446.008147 = -146500.662387
  nChanged 44
		SP:Iteration 8Q (12360.480000 sec): 3 clusters
  Score: Raw -148985.397777 + Penalty 2446.008147 = -146539.389631
  nChanged 38
		SP:Iteration 9Q (12360.680000 sec): 3 clusters
  Score: Raw -149010.769049 + Penalty 2446.008147 = -146564.760902
  nChanged 18
		SP:Iteration 10Q (12360.890000 sec): 3 clusters
  Score: Raw -149031.915121 + Penalty 2446.008147 = -146585.906974
  nChanged 25
		SP:Iteration 11Q (12361.100000 sec): 3 clusters
  Score: Raw -149049.191950 + Penalty 2446.008147 = -146603.183803
  nChanged 12
		SP:Iteration 12Q (12361.260000 sec): 3 clusters
  Score: Raw -149055.682120 + Penalty 2446.008147 = -146609.673973
  nChanged 6
		SP:Iteration 13Q (12361.500000 sec): 3 clusters
  Score: Raw -149058.896720 + Penalty 2446.008147 = -146612.888573
  nChanged 3
		SP:Iteration 14Q (12361.700000 sec): 3 clusters
  Score: Raw -149060.610349 + Penalty 2446.008147 = -146614.602202
  nChanged 5
		SP:Iteration 15Q (12361.930000 sec): 3 clusters
  Score: Raw -149063.502698 + Penalty 2446.008147 = -146617.494551
  nChanged 9
		SP:Iteration 16Q (12362.050000 sec): 3 clusters
  Score: Raw -149069.721368 + Penalty 2446.008147 = -146623.713221
  nChanged 7
		SP:Iteration 17Q (12362.230000 sec): 3 clusters
  Score: Raw -149074.481942 + Penalty 2446.008147 = -146628.473796
  nChanged 5
		SP:Iteration 18Q (12362.400000 sec): 3 clusters
  Score: Raw -149076.724246 + Penalty 2446.008147 = -146630.716099
  nChanged 4
		SP:Iteration 19Q (12362.590000 sec): 3 clusters
  Score: Raw -149078.313232 + Penalty 2446.008147 = -146632.305085
  nChanged 3
		SP:Iteration 20F (12362.770000 sec): 3 clusters
  Score: Raw -149080.110761 + Penalty 2446.008147 = -146634.102614
  nChanged 4
		SP:Iteration 21Q (12362.950000 sec): 3 clusters
  Score: Raw -149081.996557 + Penalty 2446.008147 = -146635.988410
  nChanged 2
		SP:Iteration 22Q (12363.110000 sec): 3 clusters
  Score: Raw -149083.009293 + Penalty 2446.008147 = -146637.001146
  nChanged 1
		SP:Iteration 23Q (12363.290000 sec): 3 clusters
  Score: Raw -149083.739469 + Penalty 2446.008147 = -146637.731322
  nChanged 1
		SP:Iteration 24Q (12363.460000 sec): 3 clusters
  Score: Raw -149084.166408 + Penalty 2446.008147 = -146638.158261
  nChanged 1
		SP:Iteration 25Q (12363.610000 sec): 3 clusters
  Score: Raw -149084.944855 + Penalty 2446.008147 = -146638.936708
  nChanged 2
		SP:Iteration 26Q (12363.810000 sec): 3 clusters
  Score: Raw -149086.211101 + Penalty 2446.008147 = -146640.202954
  nChanged 1
		SP:Iteration 27Q (12364.010000 sec): 3 clusters
  Score: Raw -149086.998395 + Penalty 2446.008147 = -146640.990248
  nChanged 1
		SP:Iteration 28Q (12364.200000 sec): 3 clusters
  Score: Raw -149088.376384 + Penalty 2446.008147 = -146642.368237
  nChanged 3
		SP:Iteration 29Q (12364.440000 sec): 3 clusters
  Score: Raw -149094.108244 + Penalty 2446.008147 = -146648.100097
  nChanged 7
		SP:Iteration 30Q (12364.540000 sec): 3 clusters
  Score: Raw -149110.257904 + Penalty 2446.008147 = -146664.249758
  nChanged 12
		SP:Iteration 31Q (12364.770000 sec): 3 clusters
  Score: Raw -149123.549468 + Penalty 2446.008147 = -146677.541321
  nChanged 13
		SP:Iteration 32Q (12364.920000 sec): 3 clusters
  Score: Raw -149133.768106 + Penalty 2446.008147 = -146687.759959
  nChanged 7
		SP:Iteration 33Q (12365.150000 sec): 3 clusters
  Score: Raw -149141.028198 + Penalty 2446.008147 = -146695.020051
  nChanged 10
		SP:Iteration 34Q (12365.290000 sec): 3 clusters
  Score: Raw -149149.872083 + Penalty 2446.008147 = -146703.863936
  nChanged 8
		SP:Iteration 35Q (12365.450000 sec): 3 clusters
  Score: Raw -149155.925976 + Penalty 2446.008147 = -146709.917829
  nChanged 9
		SP:Iteration 36Q (12365.640000 sec): 3 clusters
  Score: Raw -149164.218971 + Penalty 2446.008147 = -146718.210824
  nChanged 7
		SP:Iteration 37Q (12365.790000 sec): 3 clusters
  Score: Raw -149168.898237 + Penalty 2446.008147 = -146722.890090
  nChanged 7
		SP:Iteration 38Q (12365.970000 sec): 3 clusters
  Score: Raw -149175.823690 + Penalty 2446.008147 = -146729.815543
  nChanged 3
		SP:Iteration 39Q (12366.160000 sec): 3 clusters
  Score: Raw -149178.005329 + Penalty 2446.008147 = -146731.997182
  nChanged 3
		SP:Iteration 40F (12366.350000 sec): 3 clusters
  Score: Raw -149181.305017 + Penalty 2446.008147 = -146735.296870
  nChanged 2
		SP:Iteration 41Q (12366.540000 sec): 3 clusters
  Score: Raw -149182.142365 + Penalty 2446.008147 = -146736.134218
  nChanged 1
		SP:Iteration 42Q (12366.740000 sec): 3 clusters
  Score: Raw -149182.707750 + Penalty 2446.008147 = -146736.699603
  nChanged 0
		SP:Iteration 43F (12366.910000 sec): 3 clusters
  Score: Raw -149182.707750 + Penalty 2446.008147 = -146736.699603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12367.000000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12367.170000 sec): 3 clusters
  Score: Raw -33062.511384 + Penalty 1972.989762 = -31089.521622
  nChanged 97
		SP:Iteration 1F (12367.370000 sec): 3 clusters
  Score: Raw -33234.497255 + Penalty 1972.989762 = -31261.507493
  nChanged 23
		SP:Iteration 2F (12367.610000 sec): 3 clusters
  Score: Raw -33286.952938 + Penalty 1972.989762 = -31313.963177
  nChanged 18
		SP:Iteration 3Q (12367.820000 sec): 3 clusters
  Score: Raw -33335.687570 + Penalty 1972.989762 = -31362.697809
  nChanged 16
		SP:Iteration 4Q (12368.030000 sec): 3 clusters
  Score: Raw -33375.739207 + Penalty 1972.989762 = -31402.749445
  nChanged 5
		SP:Iteration 5Q (12368.210000 sec): 3 clusters
  Score: Raw -33384.400114 + Penalty 1972.989762 = -31411.410353
  nChanged 3
		SP:Iteration 6Q (12368.420000 sec): 3 clusters
  Score: Raw -33392.873389 + Penalty 1972.989762 = -31419.883627
  nChanged 0
		SP:Iteration 7F (12368.610000 sec): 3 clusters
  Score: Raw -33392.873389 + Penalty 1972.989762 = -31419.883627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12368.710000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12368.930000 sec): 3 clusters
  Score: Raw -14459.690093 + Penalty 1710.374311 = -12749.315782
  nChanged 24
		SP:Iteration 1F (12369.130000 sec): 3 clusters
  Score: Raw -14547.762872 + Penalty 1710.374311 = -12837.388561
  nChanged 12
		SP:Iteration 2F (12369.320000 sec): 3 clusters
  Score: Raw -14590.049544 + Penalty 1710.374311 = -12879.675233
  nChanged 1
		SP:Iteration 3Q (12369.500000 sec): 3 clusters
  Score: Raw -14593.115086 + Penalty 1710.374311 = -12882.740775
  nChanged 1
		SP:Iteration 4Q (12369.680000 sec): 3 clusters
  Score: Raw -14598.672035 + Penalty 1710.374311 = -12888.297724
  nChanged 1
		SP:Iteration 5Q (12369.880000 sec): 3 clusters
  Score: Raw -14608.227387 + Penalty 1710.374311 = -12897.853076
  nChanged 0
		SP:Iteration 6F (12370.060000 sec): 3 clusters
  Score: Raw -14608.227387 + Penalty 1710.374311 = -12897.853076
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12370.140000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12370.320000 sec): 3 clusters
  Score: Raw -42719.274837 + Penalty 2018.445025 = -40700.829812
  nChanged 115
		SP:Iteration 1F (12370.490000 sec): 3 clusters
  Score: Raw -42870.388223 + Penalty 2018.445025 = -40851.943198
  nChanged 32
		SP:Iteration 2F (12370.730000 sec): 3 clusters
  Score: Raw -42911.885491 + Penalty 2018.445025 = -40893.440466
  nChanged 11
		SP:Iteration 3Q (12370.940000 sec): 3 clusters
  Score: Raw -42923.496299 + Penalty 2018.445025 = -40905.051274
  nChanged 5
		SP:Iteration 4Q (12371.190000 sec): 3 clusters
  Score: Raw -42931.945359 + Penalty 2018.445025 = -40913.500334
  nChanged 3
		SP:Iteration 5Q (12371.350000 sec): 3 clusters
  Score: Raw -42936.173441 + Penalty 2018.445025 = -40917.728416
  nChanged 1
		SP:Iteration 6Q (12371.580000 sec): 3 clusters
  Score: Raw -42938.000496 + Penalty 2018.445025 = -40919.555471
  nChanged 0
		SP:Iteration 7F (12371.730000 sec): 3 clusters
  Score: Raw -42938.000496 + Penalty 2018.445025 = -40919.555471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12371.820000 sec): 2 clusters
  Score: Raw -31032.042012 + Penalty 997.380646 = -30034.661366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12372.060000 sec): 3 clusters
  Score: Raw -30963.158987 + Penalty 1994.761293 = -28968.397694
  nChanged 103
		SP:Iteration 1F (12372.210000 sec): 3 clusters
  Score: Raw -31132.304634 + Penalty 1994.761293 = -29137.543342
  nChanged 32
		SP:Iteration 2F (12372.410000 sec): 3 clusters
  Score: Raw -31202.444622 + Penalty 1994.761293 = -29207.683330
  nChanged 24
		SP:Iteration 3F (12372.600000 sec): 3 clusters
  Score: Raw -31255.514386 + Penalty 1994.761293 = -29260.753093
  nChanged 24
		SP:Iteration 4F (12372.810000 sec): 3 clusters
  Score: Raw -31305.965157 + Penalty 1994.761293 = -29311.203865
  nChanged 17
		SP:Iteration 5Q (12373.010000 sec): 3 clusters
  Score: Raw -31359.564797 + Penalty 1994.761293 = -29364.803505
  nChanged 17
		SP:Iteration 6Q (12373.180000 sec): 3 clusters
  Score: Raw -31404.852081 + Penalty 1994.761293 = -29410.090789
  nChanged 13
		SP:Iteration 7Q (12373.360000 sec): 3 clusters
  Score: Raw -31432.202053 + Penalty 1994.761293 = -29437.440760
  nChanged 6
		SP:Iteration 8Q (12373.590000 sec): 3 clusters
  Score: Raw -31441.194432 + Penalty 1994.761293 = -29446.433139
  nChanged 5
		SP:Iteration 9Q (12373.750000 sec): 3 clusters
  Score: Raw -31453.912768 + Penalty 1994.761293 = -29459.151476
  nChanged 1
		SP:Iteration 10Q (12373.880000 sec): 3 clusters
  Score: Raw -31455.147652 + Penalty 1994.761293 = -29460.386360
  nChanged 1
		SP:Iteration 11Q (12374.110000 sec): 3 clusters
  Score: Raw -31458.714471 + Penalty 1994.761293 = -29463.953178
  nChanged 1
		SP:Iteration 12Q (12374.300000 sec): 3 clusters
  Score: Raw -31460.292452 + Penalty 1994.761293 = -29465.531160
  nChanged 0
		SP:Iteration 13F (12374.460000 sec): 3 clusters
  Score: Raw -31460.292452 + Penalty 1994.761293 = -29465.531160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12374.530000 sec): 2 clusters
  Score: Raw -105032.702283 + Penalty 1158.119756 = -103874.582527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12374.670000 sec): 3 clusters
  Score: Raw -104572.788637 + Penalty 2316.239513 = -102256.549124
  nChanged 389
		SP:Iteration 1F (12374.800000 sec): 3 clusters
  Score: Raw -104896.790309 + Penalty 2316.239513 = -102580.550796
  nChanged 99
		SP:Iteration 2F (12374.990000 sec): 3 clusters
  Score: Raw -104970.433043 + Penalty 2316.239513 = -102654.193530
  nChanged 45
		SP:Iteration 3Q (12375.120000 sec): 3 clusters
  Score: Raw -105007.630025 + Penalty 2316.239513 = -102691.390512
  nChanged 31
		SP:Iteration 4Q (12375.310000 sec): 3 clusters
  Score: Raw -105032.468713 + Penalty 2316.239513 = -102716.229200
  nChanged 16
		SP:Iteration 5Q (12375.410000 sec): 3 clusters
  Score: Raw -105042.919374 + Penalty 2316.239513 = -102726.679861
  nChanged 9
		SP:Iteration 6Q (12375.540000 sec): 3 clusters
  Score: Raw -105047.479264 + Penalty 2316.239513 = -102731.239751
  nChanged 3
		SP:Iteration 7Q (12375.690000 sec): 3 clusters
  Score: Raw -105049.496016 + Penalty 2316.239513 = -102733.256503
  nChanged 3
		SP:Iteration 8Q (12375.860000 sec): 3 clusters
  Score: Raw -105052.553225 + Penalty 2316.239513 = -102736.313712
  nChanged 3
		SP:Iteration 9Q (12376.000000 sec): 3 clusters
  Score: Raw -105054.730561 + Penalty 2316.239513 = -102738.491048
  nChanged 4
		SP:Iteration 10Q (12376.160000 sec): 3 clusters
  Score: Raw -105056.602299 + Penalty 2316.239513 = -102740.362786
  nChanged 4
		SP:Iteration 11Q (12376.350000 sec): 3 clusters
  Score: Raw -105059.710927 + Penalty 2316.239513 = -102743.471414
  nChanged 7
		SP:Iteration 12Q (12376.490000 sec): 3 clusters
  Score: Raw -105067.246777 + Penalty 2316.239513 = -102751.007264
  nChanged 9
		SP:Iteration 13Q (12376.690000 sec): 3 clusters
  Score: Raw -105071.872495 + Penalty 2316.239513 = -102755.632982
  nChanged 7
		SP:Iteration 14Q (12376.810000 sec): 3 clusters
  Score: Raw -105075.831689 + Penalty 2316.239513 = -102759.592176
  nChanged 3
		SP:Iteration 15Q (12376.960000 sec): 3 clusters
  Score: Raw -105078.256844 + Penalty 2316.239513 = -102762.017331
  nChanged 4
		SP:Iteration 16Q (12377.130000 sec): 3 clusters
  Score: Raw -105079.464431 + Penalty 2316.239513 = -102763.224918
  nChanged 1
		SP:Iteration 17Q (12377.250000 sec): 3 clusters
  Score: Raw -105080.609671 + Penalty 2316.239513 = -102764.370159
  nChanged 0
		SP:Iteration 18F (12377.440000 sec): 3 clusters
  Score: Raw -105080.609671 + Penalty 2316.239513 = -102764.370159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12377.530000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12377.650000 sec): 3 clusters
  Score: Raw -111582.877843 + Penalty 2360.582126 = -109222.295717
  nChanged 457
		SP:Iteration 1F (12377.780000 sec): 3 clusters
  Score: Raw -111905.077095 + Penalty 2360.582126 = -109544.494969
  nChanged 103
		SP:Iteration 2F (12377.930000 sec): 3 clusters
  Score: Raw -111998.291574 + Penalty 2360.582126 = -109637.709448
  nChanged 70
		SP:Iteration 3Q (12378.060000 sec): 3 clusters
  Score: Raw -112066.832191 + Penalty 2360.582126 = -109706.250065
  nChanged 56
		SP:Iteration 4Q (12378.200000 sec): 3 clusters
  Score: Raw -112136.309461 + Penalty 2360.582126 = -109775.727336
  nChanged 59
		SP:Iteration 5Q (12378.390000 sec): 3 clusters
  Score: Raw -112217.719620 + Penalty 2360.582126 = -109857.137494
  nChanged 61
		SP:Iteration 6Q (12378.550000 sec): 3 clusters
  Score: Raw -112294.359473 + Penalty 2360.582126 = -109933.777347
  nChanged 58
		SP:Iteration 7Q (12378.670000 sec): 3 clusters
  Score: Raw -112367.502434 + Penalty 2360.582126 = -110006.920309
  nChanged 49
		SP:Iteration 8Q (12378.830000 sec): 3 clusters
  Score: Raw -112422.257479 + Penalty 2360.582126 = -110061.675353
  nChanged 31
		SP:Iteration 9Q (12378.980000 sec): 3 clusters
  Score: Raw -112453.109358 + Penalty 2360.582126 = -110092.527232
  nChanged 24
		SP:Iteration 10Q (12379.140000 sec): 3 clusters
  Score: Raw -112479.701335 + Penalty 2360.582126 = -110119.119209
  nChanged 19
		SP:Iteration 11Q (12379.310000 sec): 3 clusters
  Score: Raw -112499.713366 + Penalty 2360.582126 = -110139.131241
  nChanged 17
		SP:Iteration 12Q (12379.460000 sec): 3 clusters
  Score: Raw -112522.070105 + Penalty 2360.582126 = -110161.487980
  nChanged 9
		SP:Iteration 13Q (12379.610000 sec): 3 clusters
  Score: Raw -112531.391751 + Penalty 2360.582126 = -110170.809625
  nChanged 9
		SP:Iteration 14Q (12379.750000 sec): 3 clusters
  Score: Raw -112538.696631 + Penalty 2360.582126 = -110178.114505
  nChanged 9
		SP:Iteration 15Q (12379.890000 sec): 3 clusters
  Score: Raw -112546.530812 + Penalty 2360.582126 = -110185.948686
  nChanged 7
		SP:Iteration 16Q (12380.040000 sec): 3 clusters
  Score: Raw -112551.381255 + Penalty 2360.582126 = -110190.799130
  nChanged 5
		SP:Iteration 17Q (12380.230000 sec): 3 clusters
  Score: Raw -112554.317037 + Penalty 2360.582126 = -110193.734912
  nChanged 5
		SP:Iteration 18Q (12380.410000 sec): 3 clusters
  Score: Raw -112560.750402 + Penalty 2360.582126 = -110200.168277
  nChanged 4
		SP:Iteration 19Q (12380.610000 sec): 3 clusters
  Score: Raw -112564.082389 + Penalty 2360.582126 = -110203.500264
  nChanged 3
		SP:Iteration 20F (12380.760000 sec): 3 clusters
  Score: Raw -112571.486764 + Penalty 2360.582126 = -110210.904638
  nChanged 1
		SP:Iteration 21Q (12380.940000 sec): 3 clusters
  Score: Raw -112574.148153 + Penalty 2360.582126 = -110213.566028
  nChanged 2
		SP:Iteration 22Q (12381.130000 sec): 3 clusters
  Score: Raw -112575.662021 + Penalty 2360.582126 = -110215.079895
  nChanged 1
		SP:Iteration 23Q (12381.330000 sec): 3 clusters
  Score: Raw -112576.476290 + Penalty 2360.582126 = -110215.894164
  nChanged 1
		SP:Iteration 24Q (12381.520000 sec): 3 clusters
  Score: Raw -112577.306879 + Penalty 2360.582126 = -110216.724754
  nChanged 1
		SP:Iteration 25Q (12381.670000 sec): 3 clusters
  Score: Raw -112579.517031 + Penalty 2360.582126 = -110218.934906
  nChanged 2
		SP:Iteration 26Q (12381.870000 sec): 3 clusters
  Score: Raw -112581.291501 + Penalty 2360.582126 = -110220.709375
  nChanged 3
		SP:Iteration 27Q (12382.010000 sec): 3 clusters
  Score: Raw -112582.884396 + Penalty 2360.582126 = -110222.302270
  nChanged 0
		SP:Iteration 28F (12382.210000 sec): 3 clusters
  Score: Raw -112582.884396 + Penalty 2360.582126 = -110222.302270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12382.300000 sec): 2 clusters
  Score: Raw -118148.619227 + Penalty 1206.232828 = -116942.386399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12382.480000 sec): 3 clusters
  Score: Raw -117511.176091 + Penalty 2412.465657 = -115098.710435
  nChanged 558
		SP:Iteration 1F (12382.620000 sec): 3 clusters
  Score: Raw -117931.382196 + Penalty 2412.465657 = -115518.916540
  nChanged 151
		SP:Iteration 2F (12382.820000 sec): 3 clusters
  Score: Raw -118044.315048 + Penalty 2412.465657 = -115631.849392
  nChanged 81
		SP:Iteration 3Q (12383.000000 sec): 3 clusters
  Score: Raw -118116.922979 + Penalty 2412.465657 = -115704.457323
  nChanged 72
		SP:Iteration 4Q (12383.190000 sec): 3 clusters
  Score: Raw -118178.792160 + Penalty 2412.465657 = -115766.326503
  nChanged 59
		SP:Iteration 5Q (12383.370000 sec): 3 clusters
  Score: Raw -118221.097191 + Penalty 2412.465657 = -115808.631534
  nChanged 49
		SP:Iteration 6Q (12383.510000 sec): 3 clusters
  Score: Raw -118259.134060 + Penalty 2412.465657 = -115846.668403
  nChanged 39
		SP:Iteration 7Q (12383.720000 sec): 3 clusters
  Score: Raw -118291.917318 + Penalty 2412.465657 = -115879.451661
  nChanged 35
		SP:Iteration 8Q (12383.870000 sec): 3 clusters
  Score: Raw -118321.059639 + Penalty 2412.465657 = -115908.593982
  nChanged 41
		SP:Iteration 9Q (12384.030000 sec): 3 clusters
  Score: Raw -118359.134052 + Penalty 2412.465657 = -115946.668395
  nChanged 40
		SP:Iteration 10Q (12384.190000 sec): 3 clusters
  Score: Raw -118393.375183 + Penalty 2412.465657 = -115980.909527
  nChanged 23
		SP:Iteration 11Q (12384.410000 sec): 3 clusters
  Score: Raw -118407.636740 + Penalty 2412.465657 = -115995.171083
  nChanged 11
		SP:Iteration 12Q (12384.570000 sec): 3 clusters
  Score: Raw -118413.566666 + Penalty 2412.465657 = -116001.101009
  nChanged 8
		SP:Iteration 13Q (12384.750000 sec): 3 clusters
  Score: Raw -118417.481165 + Penalty 2412.465657 = -116005.015509
  nChanged 12
		SP:Iteration 14Q (12384.900000 sec): 3 clusters
  Score: Raw -118424.397237 + Penalty 2412.465657 = -116011.931580
  nChanged 12
		SP:Iteration 15Q (12385.110000 sec): 3 clusters
  Score: Raw -118433.474006 + Penalty 2412.465657 = -116021.008350
  nChanged 11
		SP:Iteration 16Q (12385.270000 sec): 3 clusters
  Score: Raw -118441.637118 + Penalty 2412.465657 = -116029.171461
  nChanged 8
		SP:Iteration 17Q (12385.490000 sec): 3 clusters
  Score: Raw -118446.927810 + Penalty 2412.465657 = -116034.462153
  nChanged 5
		SP:Iteration 18Q (12385.670000 sec): 3 clusters
  Score: Raw -118450.657637 + Penalty 2412.465657 = -116038.191980
  nChanged 2
		SP:Iteration 19Q (12385.810000 sec): 3 clusters
  Score: Raw -118454.346382 + Penalty 2412.465657 = -116041.880725
  nChanged 4
		SP:Iteration 20F (12386.000000 sec): 3 clusters
  Score: Raw -118458.222180 + Penalty 2412.465657 = -116045.756523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12386.070000 sec): 2 clusters
  Score: Raw -109006.922373 + Penalty 1195.083879 = -107811.838494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12386.220000 sec): 3 clusters
  Score: Raw -108410.509493 + Penalty 2390.167757 = -106020.341736
  nChanged 558
		SP:Iteration 1F (12386.380000 sec): 3 clusters
  Score: Raw -108899.291447 + Penalty 2390.167757 = -106509.123690
  nChanged 147
		SP:Iteration 2F (12386.520000 sec): 3 clusters
  Score: Raw -109061.569381 + Penalty 2390.167757 = -106671.401623
  nChanged 84
		SP:Iteration 3F (12386.690000 sec): 3 clusters
  Score: Raw -109134.971217 + Penalty 2390.167757 = -106744.803459
  nChanged 57
		SP:Iteration 4Q (12386.870000 sec): 3 clusters
  Score: Raw -109190.174203 + Penalty 2390.167757 = -106800.006446
  nChanged 38
		SP:Iteration 5Q (12387.060000 sec): 3 clusters
  Score: Raw -109233.381545 + Penalty 2390.167757 = -106843.213788
  nChanged 41
		SP:Iteration 6Q (12387.240000 sec): 3 clusters
  Score: Raw -109275.692261 + Penalty 2390.167757 = -106885.524504
  nChanged 33
		SP:Iteration 7Q (12387.420000 sec): 3 clusters
  Score: Raw -109318.702977 + Penalty 2390.167757 = -106928.535220
  nChanged 27
		SP:Iteration 8Q (12387.580000 sec): 3 clusters
  Score: Raw -109342.448067 + Penalty 2390.167757 = -106952.280310
  nChanged 21
		SP:Iteration 9Q (12387.760000 sec): 3 clusters
  Score: Raw -109358.601280 + Penalty 2390.167757 = -106968.433523
  nChanged 15
		SP:Iteration 10Q (12387.940000 sec): 3 clusters
  Score: Raw -109373.801211 + Penalty 2390.167757 = -106983.633454
  nChanged 16
		SP:Iteration 11Q (12388.110000 sec): 3 clusters
  Score: Raw -109383.129834 + Penalty 2390.167757 = -106992.962077
  nChanged 13
		SP:Iteration 12Q (12388.260000 sec): 3 clusters
  Score: Raw -109389.573166 + Penalty 2390.167757 = -106999.405408
  nChanged 6
		SP:Iteration 13Q (12388.420000 sec): 3 clusters
  Score: Raw -109395.896154 + Penalty 2390.167757 = -107005.728397
  nChanged 11
		SP:Iteration 14Q (12388.560000 sec): 3 clusters
  Score: Raw -109404.840539 + Penalty 2390.167757 = -107014.672782
  nChanged 13
		SP:Iteration 15Q (12388.740000 sec): 3 clusters
  Score: Raw -109412.462721 + Penalty 2390.167757 = -107022.294964
  nChanged 12
		SP:Iteration 16Q (12388.920000 sec): 3 clusters
  Score: Raw -109418.595988 + Penalty 2390.167757 = -107028.428231
  nChanged 9
		SP:Iteration 17Q (12389.090000 sec): 3 clusters
  Score: Raw -109424.526326 + Penalty 2390.167757 = -107034.358569
  nChanged 5
		SP:Iteration 18Q (12389.300000 sec): 3 clusters
  Score: Raw -109425.861131 + Penalty 2390.167757 = -107035.693374
  nChanged 0
		SP:Iteration 19F (12389.450000 sec): 3 clusters
  Score: Raw -109425.861131 + Penalty 2390.167757 = -107035.693374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12389.600000 sec): 2 clusters
  Score: Raw -218557.016384 + Penalty 1307.095295 = -217249.921089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12389.780000 sec): 3 clusters
  Score: Raw -217178.387986 + Penalty 2614.190590 = -214564.197397
  nChanged 1192
		SP:Iteration 1F (12389.950000 sec): 3 clusters
  Score: Raw -218200.917352 + Penalty 2614.190590 = -215586.726763
  nChanged 304
		SP:Iteration 2F (12390.140000 sec): 3 clusters
  Score: Raw -218493.288057 + Penalty 2614.190590 = -215879.097468
  nChanged 206
		SP:Iteration 3F (12390.310000 sec): 3 clusters
  Score: Raw -218660.631626 + Penalty 2614.190590 = -216046.441037
  nChanged 127
		SP:Iteration 4Q (12390.470000 sec): 3 clusters
  Score: Raw -218757.123688 + Penalty 2614.190590 = -216142.933098
  nChanged 96
		SP:Iteration 5Q (12390.640000 sec): 3 clusters
  Score: Raw -218824.903694 + Penalty 2614.190590 = -216210.713105
  nChanged 73
		SP:Iteration 6Q (12390.820000 sec): 3 clusters
  Score: Raw -218877.182373 + Penalty 2614.190590 = -216262.991783
  nChanged 61
		SP:Iteration 7Q (12391.020000 sec): 3 clusters
  Score: Raw -218919.562672 + Penalty 2614.190590 = -216305.372082
  nChanged 59
		SP:Iteration 8Q (12391.190000 sec): 3 clusters
  Score: Raw -218955.794420 + Penalty 2614.190590 = -216341.603831
  nChanged 61
		SP:Iteration 9Q (12391.370000 sec): 3 clusters
  Score: Raw -218990.703027 + Penalty 2614.190590 = -216376.512438
  nChanged 53
		SP:Iteration 10Q (12391.550000 sec): 3 clusters
  Score: Raw -219021.635780 + Penalty 2614.190590 = -216407.445190
  nChanged 42
		SP:Iteration 11Q (12391.740000 sec): 3 clusters
  Score: Raw -219039.035365 + Penalty 2614.190590 = -216424.844776
  nChanged 29
		SP:Iteration 12Q (12391.950000 sec): 3 clusters
  Score: Raw -219050.400342 + Penalty 2614.190590 = -216436.209752
  nChanged 19
		SP:Iteration 13Q (12392.120000 sec): 3 clusters
  Score: Raw -219057.463325 + Penalty 2614.190590 = -216443.272735
  nChanged 15
		SP:Iteration 14Q (12392.330000 sec): 3 clusters
  Score: Raw -219061.418884 + Penalty 2614.190590 = -216447.228295
  nChanged 10
		SP:Iteration 15Q (12392.490000 sec): 3 clusters
  Score: Raw -219063.698727 + Penalty 2614.190590 = -216449.508137
  nChanged 7
		SP:Iteration 16Q (12392.690000 sec): 3 clusters
  Score: Raw -219065.440745 + Penalty 2614.190590 = -216451.250155
  nChanged 4
		SP:Iteration 17Q (12392.910000 sec): 3 clusters
  Score: Raw -219066.845702 + Penalty 2614.190590 = -216452.655113
  nChanged 4
		SP:Iteration 18Q (12393.070000 sec): 3 clusters
  Score: Raw -219068.089161 + Penalty 2614.190590 = -216453.898572
  nChanged 3
		SP:Iteration 19Q (12393.250000 sec): 3 clusters
  Score: Raw -219069.176044 + Penalty 2614.190590 = -216454.985455
  nChanged 5
		SP:Iteration 20F (12393.440000 sec): 3 clusters
  Score: Raw -219070.997802 + Penalty 2614.190590 = -216456.807213
  nChanged 2
		SP:Iteration 21Q (12393.590000 sec): 3 clusters
  Score: Raw -219071.483706 + Penalty 2614.190590 = -216457.293116
  nChanged 1
		SP:Iteration 22Q (12393.790000 sec): 3 clusters
  Score: Raw -219071.559048 + Penalty 2614.190590 = -216457.368459
  nChanged 0
		SP:Iteration 23F (12393.990000 sec): 3 clusters
  Score: Raw -219071.559048 + Penalty 2614.190590 = -216457.368459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12394.100000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12394.270000 sec): 3 clusters
  Score: Raw -35441.589657 + Penalty 1975.978288 = -33465.611368
  nChanged 92
		SP:Iteration 1F (12394.450000 sec): 3 clusters
  Score: Raw -35589.507685 + Penalty 1975.978288 = -33613.529397
  nChanged 28
		SP:Iteration 2F (12394.630000 sec): 3 clusters
  Score: Raw -35668.972053 + Penalty 1975.978288 = -33692.993764
  nChanged 18
		SP:Iteration 3Q (12394.790000 sec): 3 clusters
  Score: Raw -35702.783022 + Penalty 1975.978288 = -33726.804734
  nChanged 11
		SP:Iteration 4Q (12394.970000 sec): 3 clusters
  Score: Raw -35729.248706 + Penalty 1975.978288 = -33753.270418
  nChanged 3
		SP:Iteration 5Q (12395.150000 sec): 3 clusters
  Score: Raw -35734.238132 + Penalty 1975.978288 = -33758.259844
  nChanged 1
		SP:Iteration 6Q (12395.260000 sec): 3 clusters
  Score: Raw -35735.263321 + Penalty 1975.978288 = -33759.285032
  nChanged 3
		SP:Iteration 7Q (12395.430000 sec): 3 clusters
  Score: Raw -35739.586274 + Penalty 1975.978288 = -33763.607986
  nChanged 2
		SP:Iteration 8Q (12395.640000 sec): 3 clusters
  Score: Raw -35747.607401 + Penalty 1975.978288 = -33771.629113
  nChanged 5
		SP:Iteration 9Q (12395.810000 sec): 3 clusters
  Score: Raw -35756.314588 + Penalty 1975.978288 = -33780.336300
  nChanged 2
		SP:Iteration 10Q (12395.920000 sec): 3 clusters
  Score: Raw -35759.898691 + Penalty 1975.978288 = -33783.920403
  nChanged 0
		SP:Iteration 11F (12396.070000 sec): 3 clusters
  Score: Raw -35759.898691 + Penalty 1975.978288 = -33783.920403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12396.210000 sec): 2 clusters
  Score: Raw -220141.248079 + Penalty 1280.876174 = -218860.371905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12396.360000 sec): 3 clusters
  Score: Raw -218911.196610 + Penalty 2561.752349 = -216349.444261
  nChanged 974
		SP:Iteration 1F (12396.570000 sec): 3 clusters
  Score: Raw -219471.664936 + Penalty 2561.752349 = -216909.912587
  nChanged 225
		SP:Iteration 2F (12396.710000 sec): 3 clusters
  Score: Raw -219654.070136 + Penalty 2561.752349 = -217092.317788
  nChanged 162
		SP:Iteration 3F (12396.900000 sec): 3 clusters
  Score: Raw -219769.576708 + Penalty 2561.752349 = -217207.824359
  nChanged 123
		SP:Iteration 4Q (12397.080000 sec): 3 clusters
  Score: Raw -219867.216348 + Penalty 2561.752349 = -217305.463999
  nChanged 118
		SP:Iteration 5Q (12397.240000 sec): 3 clusters
  Score: Raw -219982.873417 + Penalty 2561.752349 = -217421.121069
  nChanged 128
		SP:Iteration 6Q (12397.390000 sec): 3 clusters
  Score: Raw -220090.246189 + Penalty 2561.752349 = -217528.493841
  nChanged 121
		SP:Iteration 7Q (12397.540000 sec): 3 clusters
  Score: Raw -220194.383542 + Penalty 2561.752349 = -217632.631193
  nChanged 106
		SP:Iteration 8Q (12397.710000 sec): 3 clusters
  Score: Raw -220273.870970 + Penalty 2561.752349 = -217712.118621
  nChanged 94
		SP:Iteration 9Q (12397.830000 sec): 3 clusters
  Score: Raw -220332.264838 + Penalty 2561.752349 = -217770.512489
  nChanged 55
		SP:Iteration 10Q (12397.960000 sec): 3 clusters
  Score: Raw -220362.953954 + Penalty 2561.752349 = -217801.201605
  nChanged 50
		SP:Iteration 11Q (12398.100000 sec): 3 clusters
  Score: Raw -220392.405892 + Penalty 2561.752349 = -217830.653543
  nChanged 33
		SP:Iteration 12Q (12398.330000 sec): 3 clusters
  Score: Raw -220405.898809 + Penalty 2561.752349 = -217844.146461
  nChanged 21
		SP:Iteration 13Q (12398.490000 sec): 3 clusters
  Score: Raw -220416.277582 + Penalty 2561.752349 = -217854.525234
  nChanged 18
		SP:Iteration 14Q (12398.590000 sec): 3 clusters
  Score: Raw -220422.903529 + Penalty 2561.752349 = -217861.151181
  nChanged 10
		SP:Iteration 15Q (12398.720000 sec): 3 clusters
  Score: Raw -220426.945933 + Penalty 2561.752349 = -217865.193584
  nChanged 9
		SP:Iteration 16Q (12398.850000 sec): 3 clusters
  Score: Raw -220430.470705 + Penalty 2561.752349 = -217868.718356
  nChanged 3
		SP:Iteration 17Q (12398.970000 sec): 3 clusters
  Score: Raw -220431.295993 + Penalty 2561.752349 = -217869.543644
  nChanged 1
		SP:Iteration 18Q (12399.100000 sec): 3 clusters
  Score: Raw -220431.461837 + Penalty 2561.752349 = -217869.709489
  nChanged 3
		SP:Iteration 19Q (12399.220000 sec): 3 clusters
  Score: Raw -220432.702959 + Penalty 2561.752349 = -217870.950610
  nChanged 1
		SP:Iteration 20F (12399.350000 sec): 3 clusters
  Score: Raw -220432.962012 + Penalty 2561.752349 = -217871.209663
  nChanged 1
		SP:Iteration 21Q (12399.470000 sec): 3 clusters
  Score: Raw -220433.669814 + Penalty 2561.752349 = -217871.917465
  nChanged 2
		SP:Iteration 22Q (12399.650000 sec): 3 clusters
  Score: Raw -220434.386809 + Penalty 2561.752349 = -217872.634460
  nChanged 1
		SP:Iteration 23Q (12399.840000 sec): 3 clusters
  Score: Raw -220434.768100 + Penalty 2561.752349 = -217873.015751
  nChanged 0
		SP:Iteration 24F (12399.990000 sec): 3 clusters
  Score: Raw -220434.768100 + Penalty 2561.752349 = -217873.015751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12400.090000 sec): 2 clusters
  Score: Raw -359577.325984 + Penalty 1369.573298 = -358207.752686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12400.260000 sec): 3 clusters
  Score: Raw -357273.814433 + Penalty 2739.146597 = -354534.667837
  nChanged 1811
		SP:Iteration 1F (12400.420000 sec): 3 clusters
  Score: Raw -358308.315101 + Penalty 2739.146597 = -355569.168504
  nChanged 338
		SP:Iteration 2F (12400.560000 sec): 3 clusters
  Score: Raw -358511.837447 + Penalty 2739.146597 = -355772.690851
  nChanged 249
		SP:Iteration 3F (12400.710000 sec): 3 clusters
  Score: Raw -358683.573582 + Penalty 2739.146597 = -355944.426985
  nChanged 211
		SP:Iteration 4Q (12400.850000 sec): 3 clusters
  Score: Raw -358846.748140 + Penalty 2739.146597 = -356107.601543
  nChanged 204
		SP:Iteration 5Q (12400.990000 sec): 3 clusters
  Score: Raw -359005.505010 + Penalty 2739.146597 = -356266.358413
  nChanged 182
		SP:Iteration 6Q (12401.160000 sec): 3 clusters
  Score: Raw -359142.515197 + Penalty 2739.146597 = -356403.368600
  nChanged 164
		SP:Iteration 7Q (12401.370000 sec): 3 clusters
  Score: Raw -359256.154225 + Penalty 2739.146597 = -356517.007628
  nChanged 151
		SP:Iteration 8Q (12401.530000 sec): 3 clusters
  Score: Raw -359345.418585 + Penalty 2739.146597 = -356606.271988
  nChanged 134
		SP:Iteration 9Q (12401.760000 sec): 3 clusters
  Score: Raw -359421.949565 + Penalty 2739.146597 = -356682.802969
  nChanged 136
		SP:Iteration 10Q (12401.910000 sec): 3 clusters
  Score: Raw -359500.883920 + Penalty 2739.146597 = -356761.737323
  nChanged 113
		SP:Iteration 11Q (12402.060000 sec): 3 clusters
  Score: Raw -359561.306835 + Penalty 2739.146597 = -356822.160239
  nChanged 96
		SP:Iteration 12Q (12402.200000 sec): 3 clusters
  Score: Raw -359612.965098 + Penalty 2739.146597 = -356873.818501
  nChanged 75
		SP:Iteration 13Q (12402.340000 sec): 3 clusters
  Score: Raw -359655.453861 + Penalty 2739.146597 = -356916.307264
  nChanged 72
		SP:Iteration 14Q (12402.480000 sec): 3 clusters
  Score: Raw -359688.953727 + Penalty 2739.146597 = -356949.807131
  nChanged 57
		SP:Iteration 15Q (12402.620000 sec): 3 clusters
  Score: Raw -359708.953249 + Penalty 2739.146597 = -356969.806652
  nChanged 41
		SP:Iteration 16Q (12402.770000 sec): 3 clusters
  Score: Raw -359725.929450 + Penalty 2739.146597 = -356986.782853
  nChanged 40
		SP:Iteration 17Q (12402.910000 sec): 3 clusters
  Score: Raw -359740.135561 + Penalty 2739.146597 = -357000.988964
  nChanged 31
		SP:Iteration 18Q (12403.060000 sec): 3 clusters
  Score: Raw -359749.725591 + Penalty 2739.146597 = -357010.578994
  nChanged 26
		SP:Iteration 19Q (12403.260000 sec): 3 clusters
  Score: Raw -359758.023059 + Penalty 2739.146597 = -357018.876462
  nChanged 21
		SP:Iteration 20F (12403.470000 sec): 3 clusters
  Score: Raw -359764.697388 + Penalty 2739.146597 = -357025.550791
  nChanged 17
		SP:Iteration 21Q (12403.640000 sec): 3 clusters
  Score: Raw -359770.649359 + Penalty 2739.146597 = -357031.502762
  nChanged 16
		SP:Iteration 22Q (12403.780000 sec): 3 clusters
  Score: Raw -359776.995239 + Penalty 2739.146597 = -357037.848642
  nChanged 14
		SP:Iteration 23Q (12403.990000 sec): 3 clusters
  Score: Raw -359780.759111 + Penalty 2739.146597 = -357041.612515
  nChanged 7
		SP:Iteration 24Q (12404.200000 sec): 3 clusters
  Score: Raw -359782.418439 + Penalty 2739.146597 = -357043.271842
  nChanged 6
		SP:Iteration 25Q (12404.370000 sec): 3 clusters
  Score: Raw -359784.085889 + Penalty 2739.146597 = -357044.939292
  nChanged 8
		SP:Iteration 26Q (12404.530000 sec): 3 clusters
  Score: Raw -359785.496607 + Penalty 2739.146597 = -357046.350011
  nChanged 4
		SP:Iteration 27Q (12404.730000 sec): 3 clusters
  Score: Raw -359787.029789 + Penalty 2739.146597 = -357047.883192
  nChanged 3
		SP:Iteration 28Q (12404.890000 sec): 3 clusters
  Score: Raw -359788.022489 + Penalty 2739.146597 = -357048.875893
  nChanged 5
		SP:Iteration 29Q (12405.090000 sec): 3 clusters
  Score: Raw -359789.405146 + Penalty 2739.146597 = -357050.258549
  nChanged 6
		SP:Iteration 30Q (12405.290000 sec): 3 clusters
  Score: Raw -359791.132052 + Penalty 2739.146597 = -357051.985455
  nChanged 6
		SP:Iteration 31Q (12405.460000 sec): 3 clusters
  Score: Raw -359793.177977 + Penalty 2739.146597 = -357054.031380
  nChanged 10
		SP:Iteration 32Q (12405.660000 sec): 3 clusters
  Score: Raw -359796.176190 + Penalty 2739.146597 = -357057.029593
  nChanged 9
		SP:Iteration 33Q (12405.850000 sec): 3 clusters
  Score: Raw -359798.098848 + Penalty 2739.146597 = -357058.952251
  nChanged 8
		SP:Iteration 34Q (12406.070000 sec): 3 clusters
  Score: Raw -359799.991941 + Penalty 2739.146597 = -357060.845345
  nChanged 6
		SP:Iteration 35Q (12406.250000 sec): 3 clusters
  Score: Raw -359800.769336 + Penalty 2739.146597 = -357061.622739
  nChanged 3
		SP:Iteration 36Q (12406.430000 sec): 3 clusters
  Score: Raw -359801.279783 + Penalty 2739.146597 = -357062.133186
  nChanged 1
		SP:Iteration 37Q (12406.610000 sec): 3 clusters
  Score: Raw -359801.393915 + Penalty 2739.146597 = -357062.247318
  nChanged 0
		SP:Iteration 38F (12406.810000 sec): 3 clusters
  Score: Raw -359801.393915 + Penalty 2739.146597 = -357062.247318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12406.910000 sec): 2 clusters
  Score: Raw -43932.745507 + Penalty 1067.768481 = -42864.977026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12407.130000 sec): 3 clusters
  Score: Raw -43768.514269 + Penalty 2135.536963 = -41632.977306
  nChanged 206
		SP:Iteration 1F (12407.280000 sec): 3 clusters
  Score: Raw -44034.098403 + Penalty 2135.536963 = -41898.561440
  nChanged 56
		SP:Iteration 2F (12407.500000 sec): 3 clusters
  Score: Raw -44136.972997 + Penalty 2135.536963 = -42001.436034
  nChanged 40
		SP:Iteration 3F (12407.660000 sec): 3 clusters
  Score: Raw -44209.645601 + Penalty 2135.536963 = -42074.108638
  nChanged 26
		SP:Iteration 4Q (12407.810000 sec): 3 clusters
  Score: Raw -44252.206195 + Penalty 2135.536963 = -42116.669232
  nChanged 21
		SP:Iteration 5Q (12407.960000 sec): 3 clusters
  Score: Raw -44290.559293 + Penalty 2135.536963 = -42155.022330
  nChanged 17
		SP:Iteration 6Q (12408.150000 sec): 3 clusters
  Score: Raw -44324.533689 + Penalty 2135.536963 = -42188.996727
  nChanged 8
		SP:Iteration 7Q (12408.330000 sec): 3 clusters
  Score: Raw -44333.781677 + Penalty 2135.536963 = -42198.244714
  nChanged 6
		SP:Iteration 8Q (12408.490000 sec): 3 clusters
  Score: Raw -44341.774984 + Penalty 2135.536963 = -42206.238021
  nChanged 6
		SP:Iteration 9Q (12408.710000 sec): 3 clusters
  Score: Raw -44346.456902 + Penalty 2135.536963 = -42210.919939
  nChanged 4
		SP:Iteration 10Q (12408.880000 sec): 3 clusters
  Score: Raw -44352.609777 + Penalty 2135.536963 = -42217.072814
  nChanged 4
		SP:Iteration 11Q (12409.080000 sec): 3 clusters
  Score: Raw -44357.955782 + Penalty 2135.536963 = -42222.418819
  nChanged 4
		SP:Iteration 12Q (12409.250000 sec): 3 clusters
  Score: Raw -44362.188529 + Penalty 2135.536963 = -42226.651566
  nChanged 3
		SP:Iteration 13Q (12409.350000 sec): 3 clusters
  Score: Raw -44366.789306 + Penalty 2135.536963 = -42231.252343
  nChanged 5
		SP:Iteration 14Q (12409.540000 sec): 3 clusters
  Score: Raw -44379.717607 + Penalty 2135.536963 = -42244.180644
  nChanged 10
		SP:Iteration 15Q (12409.740000 sec): 3 clusters
  Score: Raw -44394.564893 + Penalty 2135.536963 = -42259.027930
  nChanged 9
		SP:Iteration 16Q (12409.870000 sec): 3 clusters
  Score: Raw -44415.148674 + Penalty 2135.536963 = -42279.611711
  nChanged 6
		SP:Iteration 17Q (12410.040000 sec): 3 clusters
  Score: Raw -44424.824311 + Penalty 2135.536963 = -42289.287348
  nChanged 3
		SP:Iteration 18Q (12410.230000 sec): 3 clusters
  Score: Raw -44428.070659 + Penalty 2135.536963 = -42292.533697
  nChanged 2
		SP:Iteration 19Q (12410.420000 sec): 3 clusters
  Score: Raw -44430.859574 + Penalty 2135.536963 = -42295.322611
  nChanged 1
		SP:Iteration 20F (12410.610000 sec): 3 clusters
  Score: Raw -44432.441600 + Penalty 2135.536963 = -42296.904638
  nChanged 1
		SP:Iteration 21Q (12410.780000 sec): 3 clusters
  Score: Raw -44435.314317 + Penalty 2135.536963 = -42299.777354
  nChanged 1
		SP:Iteration 22Q (12410.950000 sec): 3 clusters
  Score: Raw -44437.153063 + Penalty 2135.536963 = -42301.616100
  nChanged 1
		SP:Iteration 23Q (12411.130000 sec): 3 clusters
  Score: Raw -44439.489837 + Penalty 2135.536963 = -42303.952874
  nChanged 0
		SP:Iteration 24F (12411.280000 sec): 3 clusters
  Score: Raw -44439.489837 + Penalty 2135.536963 = -42303.952874
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12411.370000 sec): 2 clusters
  Score: Raw -156963.137769 + Penalty 1217.120271 = -155746.017498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12411.570000 sec): 3 clusters
  Score: Raw -156195.914632 + Penalty 2434.240542 = -153761.674089
  nChanged 621
		SP:Iteration 1F (12411.770000 sec): 3 clusters
  Score: Raw -156565.254422 + Penalty 2434.240542 = -154131.013879
  nChanged 139
		SP:Iteration 2F (12411.960000 sec): 3 clusters
  Score: Raw -156668.105319 + Penalty 2434.240542 = -154233.864777
  nChanged 90
		SP:Iteration 3F (12412.130000 sec): 3 clusters
  Score: Raw -156734.187559 + Penalty 2434.240542 = -154299.947017
  nChanged 51
		SP:Iteration 4Q (12412.310000 sec): 3 clusters
  Score: Raw -156768.198580 + Penalty 2434.240542 = -154333.958038
  nChanged 44
		SP:Iteration 5Q (12412.530000 sec): 3 clusters
  Score: Raw -156796.851641 + Penalty 2434.240542 = -154362.611099
  nChanged 40
		SP:Iteration 6Q (12412.700000 sec): 3 clusters
  Score: Raw -156819.041717 + Penalty 2434.240542 = -154384.801175
  nChanged 24
		SP:Iteration 7Q (12412.880000 sec): 3 clusters
  Score: Raw -156831.913498 + Penalty 2434.240542 = -154397.672955
  nChanged 20
		SP:Iteration 8Q (12413.050000 sec): 3 clusters
  Score: Raw -156843.504362 + Penalty 2434.240542 = -154409.263820
  nChanged 18
		SP:Iteration 9Q (12413.200000 sec): 3 clusters
  Score: Raw -156854.083951 + Penalty 2434.240542 = -154419.843409
  nChanged 10
		SP:Iteration 10Q (12413.390000 sec): 3 clusters
  Score: Raw -156858.314651 + Penalty 2434.240542 = -154424.074108
  nChanged 5
		SP:Iteration 11Q (12413.590000 sec): 3 clusters
  Score: Raw -156861.261953 + Penalty 2434.240542 = -154427.021410
  nChanged 6
		SP:Iteration 12Q (12413.760000 sec): 3 clusters
  Score: Raw -156866.228685 + Penalty 2434.240542 = -154431.988143
  nChanged 11
		SP:Iteration 13Q (12413.950000 sec): 3 clusters
  Score: Raw -156874.642215 + Penalty 2434.240542 = -154440.401673
  nChanged 10
		SP:Iteration 14Q (12414.210000 sec): 3 clusters
  Score: Raw -156878.206695 + Penalty 2434.240542 = -154443.966153
  nChanged 6
		SP:Iteration 15Q (12414.350000 sec): 3 clusters
  Score: Raw -156881.052070 + Penalty 2434.240542 = -154446.811527
  nChanged 4
		SP:Iteration 16Q (12414.550000 sec): 3 clusters
  Score: Raw -156883.837527 + Penalty 2434.240542 = -154449.596985
  nChanged 8
		SP:Iteration 17Q (12414.710000 sec): 3 clusters
  Score: Raw -156888.744067 + Penalty 2434.240542 = -154454.503524
  nChanged 6
		SP:Iteration 18Q (12414.890000 sec): 3 clusters
  Score: Raw -156891.638057 + Penalty 2434.240542 = -154457.397515
  nChanged 6
		SP:Iteration 19Q (12415.070000 sec): 3 clusters
  Score: Raw -156894.074029 + Penalty 2434.240542 = -154459.833486
  nChanged 5
		SP:Iteration 20F (12415.270000 sec): 3 clusters
  Score: Raw -156896.798203 + Penalty 2434.240542 = -154462.557661
  nChanged 2
		SP:Iteration 21Q (12415.440000 sec): 3 clusters
  Score: Raw -156897.736082 + Penalty 2434.240542 = -154463.495539
  nChanged 3
		SP:Iteration 22Q (12415.620000 sec): 3 clusters
  Score: Raw -156899.125176 + Penalty 2434.240542 = -154464.884634
  nChanged 4
		SP:Iteration 23Q (12415.820000 sec): 3 clusters
  Score: Raw -156900.678227 + Penalty 2434.240542 = -154466.437685
  nChanged 2
		SP:Iteration 24Q (12415.970000 sec): 3 clusters
  Score: Raw -156901.527746 + Penalty 2434.240542 = -154467.287204
  nChanged 0
		SP:Iteration 25F (12416.160000 sec): 3 clusters
  Score: Raw -156901.527746 + Penalty 2434.240542 = -154467.287204
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12416.300000 sec): 2 clusters
  Score: Raw -81933.930134 + Penalty 1122.997003 = -80810.933131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12416.420000 sec): 3 clusters
  Score: Raw -81592.889627 + Penalty 2245.994006 = -79346.895621
  nChanged 305
		SP:Iteration 1F (12416.600000 sec): 3 clusters
  Score: Raw -81915.967180 + Penalty 2245.994006 = -79669.973173
  nChanged 95
		SP:Iteration 2F (12416.790000 sec): 3 clusters
  Score: Raw -82078.106279 + Penalty 2245.994006 = -79832.112273
  nChanged 60
		SP:Iteration 3F (12416.970000 sec): 3 clusters
  Score: Raw -82191.945856 + Penalty 2245.994006 = -79945.951850
  nChanged 45
		SP:Iteration 4Q (12417.170000 sec): 3 clusters
  Score: Raw -82272.864147 + Penalty 2245.994006 = -80026.870141
  nChanged 39
		SP:Iteration 5Q (12417.400000 sec): 3 clusters
  Score: Raw -82341.715126 + Penalty 2245.994006 = -80095.721120
  nChanged 25
		SP:Iteration 6Q (12417.540000 sec): 3 clusters
  Score: Raw -82375.796650 + Penalty 2245.994006 = -80129.802644
  nChanged 21
		SP:Iteration 7Q (12417.710000 sec): 3 clusters
  Score: Raw -82401.423173 + Penalty 2245.994006 = -80155.429167
  nChanged 13
		SP:Iteration 8Q (12417.890000 sec): 3 clusters
  Score: Raw -82415.739962 + Penalty 2245.994006 = -80169.745956
  nChanged 7
		SP:Iteration 9Q (12418.120000 sec): 3 clusters
  Score: Raw -82421.418103 + Penalty 2245.994006 = -80175.424097
  nChanged 2
		SP:Iteration 10Q (12418.270000 sec): 3 clusters
  Score: Raw -82423.670498 + Penalty 2245.994006 = -80177.676492
  nChanged 3
		SP:Iteration 11Q (12418.480000 sec): 3 clusters
  Score: Raw -82426.275010 + Penalty 2245.994006 = -80180.281004
  nChanged 3
		SP:Iteration 12Q (12418.630000 sec): 3 clusters
  Score: Raw -82428.193602 + Penalty 2245.994006 = -80182.199596
  nChanged 0
		SP:Iteration 13F (12418.810000 sec): 3 clusters
  Score: Raw -82428.193602 + Penalty 2245.994006 = -80182.199596
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12418.910000 sec): 2 clusters
  Score: Raw -59835.576099 + Penalty 1103.024810 = -58732.551289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12419.070000 sec): 3 clusters
  Score: Raw -59614.851967 + Penalty 2206.049619 = -57408.802348
  nChanged 255
		SP:Iteration 1F (12419.300000 sec): 3 clusters
  Score: Raw -59935.307447 + Penalty 2206.049619 = -57729.257828
  nChanged 85
		SP:Iteration 2F (12419.510000 sec): 3 clusters
  Score: Raw -60085.914551 + Penalty 2206.049619 = -57879.864931
  nChanged 52
		SP:Iteration 3F (12419.750000 sec): 3 clusters
  Score: Raw -60224.071030 + Penalty 2206.049619 = -58018.021411
  nChanged 53
		SP:Iteration 4F (12419.950000 sec): 3 clusters
  Score: Raw -60362.979706 + Penalty 2206.049619 = -58156.930087
  nChanged 48
		SP:Iteration 5F (12420.140000 sec): 3 clusters
  Score: Raw -60476.085976 + Penalty 2206.049619 = -58270.036357
  nChanged 37
		SP:Iteration 6Q (12420.340000 sec): 3 clusters
  Score: Raw -60567.284412 + Penalty 2206.049619 = -58361.234793
  nChanged 26
		SP:Iteration 7Q (12420.540000 sec): 3 clusters
  Score: Raw -60605.805268 + Penalty 2206.049619 = -58399.755649
  nChanged 19
		SP:Iteration 8Q (12420.720000 sec): 3 clusters
  Score: Raw -60623.394923 + Penalty 2206.049619 = -58417.345304
  nChanged 10
		SP:Iteration 9Q (12420.870000 sec): 3 clusters
  Score: Raw -60632.879654 + Penalty 2206.049619 = -58426.830035
  nChanged 6
		SP:Iteration 10Q (12421.020000 sec): 3 clusters
  Score: Raw -60640.251842 + Penalty 2206.049619 = -58434.202222
  nChanged 6
		SP:Iteration 11Q (12421.220000 sec): 3 clusters
  Score: Raw -60646.022619 + Penalty 2206.049619 = -58439.972999
  nChanged 6
		SP:Iteration 12Q (12421.350000 sec): 3 clusters
  Score: Raw -60650.978036 + Penalty 2206.049619 = -58444.928417
  nChanged 11
		SP:Iteration 13Q (12421.510000 sec): 3 clusters
  Score: Raw -60668.017699 + Penalty 2206.049619 = -58461.968080
  nChanged 10
		SP:Iteration 14Q (12421.670000 sec): 3 clusters
  Score: Raw -60678.812755 + Penalty 2206.049619 = -58472.763136
  nChanged 7
		SP:Iteration 15Q (12421.810000 sec): 3 clusters
  Score: Raw -60684.119111 + Penalty 2206.049619 = -58478.069492
  nChanged 5
		SP:Iteration 16Q (12421.960000 sec): 3 clusters
  Score: Raw -60693.451775 + Penalty 2206.049619 = -58487.402156
  nChanged 5
		SP:Iteration 17Q (12422.140000 sec): 3 clusters
  Score: Raw -60701.180080 + Penalty 2206.049619 = -58495.130460
  nChanged 3
		SP:Iteration 18Q (12422.280000 sec): 3 clusters
  Score: Raw -60704.263005 + Penalty 2206.049619 = -58498.213386
  nChanged 1
		SP:Iteration 19Q (12422.410000 sec): 3 clusters
  Score: Raw -60705.839311 + Penalty 2206.049619 = -58499.789691
  nChanged 2
		SP:Iteration 20F (12422.540000 sec): 3 clusters
  Score: Raw -60707.846126 + Penalty 2206.049619 = -58501.796507
  nChanged 1
		SP:Iteration 21Q (12422.670000 sec): 3 clusters
  Score: Raw -60710.591076 + Penalty 2206.049619 = -58504.541457
  nChanged 0
		SP:Iteration 22F (12422.810000 sec): 3 clusters
  Score: Raw -60710.591076 + Penalty 2206.049619 = -58504.541457
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12422.880000 sec): 2 clusters
  Score: Raw -182467.149281 + Penalty 1264.638430 = -181202.510851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12423.050000 sec): 3 clusters
  Score: Raw -181378.692266 + Penalty 2529.276859 = -178849.415406
  nChanged 878
		SP:Iteration 1F (12423.220000 sec): 3 clusters
  Score: Raw -181933.265831 + Penalty 2529.276859 = -179403.988972
  nChanged 195
		SP:Iteration 2F (12423.420000 sec): 3 clusters
  Score: Raw -182080.138859 + Penalty 2529.276859 = -179550.862000
  nChanged 125
		SP:Iteration 3F (12423.540000 sec): 3 clusters
  Score: Raw -182163.824483 + Penalty 2529.276859 = -179634.547624
  nChanged 110
		SP:Iteration 4Q (12423.710000 sec): 3 clusters
  Score: Raw -182227.328030 + Penalty 2529.276859 = -179698.051171
  nChanged 73
		SP:Iteration 5Q (12423.870000 sec): 3 clusters
  Score: Raw -182259.891495 + Penalty 2529.276859 = -179730.614636
  nChanged 34
		SP:Iteration 6Q (12424.070000 sec): 3 clusters
  Score: Raw -182278.325218 + Penalty 2529.276859 = -179749.048359
  nChanged 30
		SP:Iteration 7Q (12424.220000 sec): 3 clusters
  Score: Raw -182297.214043 + Penalty 2529.276859 = -179767.937184
  nChanged 30
		SP:Iteration 8Q (12424.450000 sec): 3 clusters
  Score: Raw -182312.550366 + Penalty 2529.276859 = -179783.273507
  nChanged 17
		SP:Iteration 9Q (12424.600000 sec): 3 clusters
  Score: Raw -182322.618649 + Penalty 2529.276859 = -179793.341790
  nChanged 17
		SP:Iteration 10Q (12424.820000 sec): 3 clusters
  Score: Raw -182330.926983 + Penalty 2529.276859 = -179801.650124
  nChanged 10
		SP:Iteration 11Q (12425.010000 sec): 3 clusters
  Score: Raw -182334.868551 + Penalty 2529.276859 = -179805.591691
  nChanged 12
		SP:Iteration 12Q (12425.170000 sec): 3 clusters
  Score: Raw -182340.330843 + Penalty 2529.276859 = -179811.053984
  nChanged 8
		SP:Iteration 13Q (12425.310000 sec): 3 clusters
  Score: Raw -182342.617653 + Penalty 2529.276859 = -179813.340794
  nChanged 7
		SP:Iteration 14Q (12425.540000 sec): 3 clusters
  Score: Raw -182344.997710 + Penalty 2529.276859 = -179815.720850
  nChanged 9
		SP:Iteration 15Q (12425.710000 sec): 3 clusters
  Score: Raw -182347.715555 + Penalty 2529.276859 = -179818.438696
  nChanged 6
		SP:Iteration 16Q (12425.890000 sec): 3 clusters
  Score: Raw -182350.912782 + Penalty 2529.276859 = -179821.635923
  nChanged 8
		SP:Iteration 17Q (12426.110000 sec): 3 clusters
  Score: Raw -182353.373754 + Penalty 2529.276859 = -179824.096895
  nChanged 7
		SP:Iteration 18Q (12426.260000 sec): 3 clusters
  Score: Raw -182355.326291 + Penalty 2529.276859 = -179826.049432
  nChanged 8
		SP:Iteration 19Q (12426.480000 sec): 3 clusters
  Score: Raw -182357.689699 + Penalty 2529.276859 = -179828.412840
  nChanged 9
		SP:Iteration 20F (12426.680000 sec): 3 clusters
  Score: Raw -182360.811422 + Penalty 2529.276859 = -179831.534563
  nChanged 4
		SP:Iteration 21Q (12426.890000 sec): 3 clusters
  Score: Raw -182362.926726 + Penalty 2529.276859 = -179833.649867
  nChanged 5
		SP:Iteration 22Q (12427.100000 sec): 3 clusters
  Score: Raw -182364.922366 + Penalty 2529.276859 = -179835.645507
  nChanged 14
		SP:Iteration 23Q (12427.270000 sec): 3 clusters
  Score: Raw -182368.611171 + Penalty 2529.276859 = -179839.334312
  nChanged 7
		SP:Iteration 24Q (12427.450000 sec): 3 clusters
  Score: Raw -182372.615161 + Penalty 2529.276859 = -179843.338302
  nChanged 11
		SP:Iteration 25Q (12427.640000 sec): 3 clusters
  Score: Raw -182377.094200 + Penalty 2529.276859 = -179847.817341
  nChanged 6
		SP:Iteration 26Q (12427.870000 sec): 3 clusters
  Score: Raw -182379.688820 + Penalty 2529.276859 = -179850.411961
  nChanged 5
		SP:Iteration 27Q (12428.080000 sec): 3 clusters
  Score: Raw -182381.868091 + Penalty 2529.276859 = -179852.591232
  nChanged 6
		SP:Iteration 28Q (12428.240000 sec): 3 clusters
  Score: Raw -182383.312981 + Penalty 2529.276859 = -179854.036122
  nChanged 6
		SP:Iteration 29Q (12428.400000 sec): 3 clusters
  Score: Raw -182384.759701 + Penalty 2529.276859 = -179855.482842
  nChanged 8
		SP:Iteration 30Q (12428.600000 sec): 3 clusters
  Score: Raw -182387.265743 + Penalty 2529.276859 = -179857.988884
  nChanged 3
		SP:Iteration 31Q (12428.760000 sec): 3 clusters
  Score: Raw -182388.172757 + Penalty 2529.276859 = -179858.895898
  nChanged 8
		SP:Iteration 32Q (12428.960000 sec): 3 clusters
  Score: Raw -182391.171178 + Penalty 2529.276859 = -179861.894319
  nChanged 11
		SP:Iteration 33Q (12429.120000 sec): 3 clusters
  Score: Raw -182394.493814 + Penalty 2529.276859 = -179865.216955
  nChanged 10
		SP:Iteration 34Q (12429.380000 sec): 3 clusters
  Score: Raw -182398.817072 + Penalty 2529.276859 = -179869.540213
  nChanged 11
		SP:Iteration 35Q (12429.530000 sec): 3 clusters
  Score: Raw -182404.641575 + Penalty 2529.276859 = -179875.364716
  nChanged 11
		SP:Iteration 36Q (12429.700000 sec): 3 clusters
  Score: Raw -182407.792694 + Penalty 2529.276859 = -179878.515835
  nChanged 5
		SP:Iteration 37Q (12429.900000 sec): 3 clusters
  Score: Raw -182408.563742 + Penalty 2529.276859 = -179879.286883
  nChanged 5
		SP:Iteration 38Q (12430.060000 sec): 3 clusters
  Score: Raw -182409.871498 + Penalty 2529.276859 = -179880.594639
  nChanged 2
		SP:Iteration 39Q (12430.260000 sec): 3 clusters
  Score: Raw -182410.382063 + Penalty 2529.276859 = -179881.105204
  nChanged 2
		SP:Iteration 40F (12430.450000 sec): 3 clusters
  Score: Raw -182411.161348 + Penalty 2529.276859 = -179881.884489
  nChanged 2
		SP:Iteration 41Q (12430.670000 sec): 3 clusters
  Score: Raw -182411.904403 + Penalty 2529.276859 = -179882.627544
  nChanged 1
		SP:Iteration 42Q (12430.860000 sec): 3 clusters
  Score: Raw -182412.557886 + Penalty 2529.276859 = -179883.281027
  nChanged 3
		SP:Iteration 43Q (12431.080000 sec): 3 clusters
  Score: Raw -182413.753916 + Penalty 2529.276859 = -179884.477057
  nChanged 2
		SP:Iteration 44Q (12431.260000 sec): 3 clusters
  Score: Raw -182414.536679 + Penalty 2529.276859 = -179885.259820
  nChanged 0
		SP:Iteration 45F (12431.440000 sec): 3 clusters
  Score: Raw -182414.536679 + Penalty 2529.276859 = -179885.259820
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12431.520000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12431.730000 sec): 3 clusters
  Score: Raw -60722.314277 + Penalty 2151.090170 = -58571.224108
  nChanged 200
		SP:Iteration 1F (12431.910000 sec): 3 clusters
  Score: Raw -60942.558859 + Penalty 2151.090170 = -58791.468689
  nChanged 70
		SP:Iteration 2F (12432.080000 sec): 3 clusters
  Score: Raw -61044.282445 + Penalty 2151.090170 = -58893.192276
  nChanged 46
		SP:Iteration 3F (12432.220000 sec): 3 clusters
  Score: Raw -61119.355317 + Penalty 2151.090170 = -58968.265148
  nChanged 30
		SP:Iteration 4Q (12432.350000 sec): 3 clusters
  Score: Raw -61170.649324 + Penalty 2151.090170 = -59019.559154
  nChanged 21
		SP:Iteration 5Q (12432.510000 sec): 3 clusters
  Score: Raw -61205.094780 + Penalty 2151.090170 = -59054.004610
  nChanged 18
		SP:Iteration 6Q (12432.740000 sec): 3 clusters
  Score: Raw -61235.024450 + Penalty 2151.090170 = -59083.934280
  nChanged 13
		SP:Iteration 7Q (12432.940000 sec): 3 clusters
  Score: Raw -61249.210108 + Penalty 2151.090170 = -59098.119938
  nChanged 7
		SP:Iteration 8Q (12433.120000 sec): 3 clusters
  Score: Raw -61256.525436 + Penalty 2151.090170 = -59105.435266
  nChanged 8
		SP:Iteration 9Q (12433.310000 sec): 3 clusters
  Score: Raw -61266.459416 + Penalty 2151.090170 = -59115.369246
  nChanged 3
		SP:Iteration 10Q (12433.530000 sec): 3 clusters
  Score: Raw -61269.407111 + Penalty 2151.090170 = -59118.316941
  nChanged 0
		SP:Iteration 11F (12433.730000 sec): 3 clusters
  Score: Raw -61269.407111 + Penalty 2151.090170 = -59118.316941
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12433.780000 sec): 2 clusters
  Score: Raw -23083.969414 + Penalty 963.558236 = -22120.411178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12433.980000 sec): 3 clusters
  Score: Raw -23076.195764 + Penalty 1927.116472 = -21149.079292
  nChanged 84
		SP:Iteration 1F (12434.140000 sec): 3 clusters
  Score: Raw -23205.706202 + Penalty 1927.116472 = -21278.589730
  nChanged 17
		SP:Iteration 2Q (12434.330000 sec): 3 clusters
  Score: Raw -23267.700194 + Penalty 1927.116472 = -21340.583722
  nChanged 10
		SP:Iteration 3Q (12434.500000 sec): 3 clusters
  Score: Raw -23281.962709 + Penalty 1927.116472 = -21354.846237
  nChanged 2
		SP:Iteration 4Q (12434.680000 sec): 3 clusters
  Score: Raw -23284.608008 + Penalty 1927.116472 = -21357.491536
  nChanged 2
		SP:Iteration 5Q (12434.860000 sec): 3 clusters
  Score: Raw -23288.647870 + Penalty 1927.116472 = -21361.531398
  nChanged 2
		SP:Iteration 6Q (12435.050000 sec): 3 clusters
  Score: Raw -23294.433800 + Penalty 1927.116472 = -21367.317328
  nChanged 1
		SP:Iteration 7Q (12435.250000 sec): 3 clusters
  Score: Raw -23296.125281 + Penalty 1927.116472 = -21369.008810
  nChanged 0
		SP:Iteration 8F (12435.440000 sec): 3 clusters
  Score: Raw -23296.125281 + Penalty 1927.116472 = -21369.008810
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12435.580000 sec): 2 clusters
  Score: Raw -50013.779343 + Penalty 1041.920469 = -48971.858874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12435.770000 sec): 3 clusters
  Score: Raw -49894.549480 + Penalty 2083.840937 = -47810.708543
  nChanged 146
		SP:Iteration 1F (12435.920000 sec): 3 clusters
  Score: Raw -50060.331315 + Penalty 2083.840937 = -47976.490378
  nChanged 26
		SP:Iteration 2Q (12436.090000 sec): 3 clusters
  Score: Raw -50098.525236 + Penalty 2083.840937 = -48014.684299
  nChanged 13
		SP:Iteration 3Q (12436.290000 sec): 3 clusters
  Score: Raw -50121.091011 + Penalty 2083.840937 = -48037.250074
  nChanged 8
		SP:Iteration 4Q (12436.480000 sec): 3 clusters
  Score: Raw -50130.878751 + Penalty 2083.840937 = -48047.037814
  nChanged 6
		SP:Iteration 5Q (12436.660000 sec): 3 clusters
  Score: Raw -50136.455048 + Penalty 2083.840937 = -48052.614111
  nChanged 1
		SP:Iteration 6Q (12436.860000 sec): 3 clusters
  Score: Raw -50138.799314 + Penalty 2083.840937 = -48054.958377
  nChanged 2
		SP:Iteration 7Q (12437.060000 sec): 3 clusters
  Score: Raw -50140.488144 + Penalty 2083.840937 = -48056.647207
  nChanged 3
		SP:Iteration 8Q (12437.280000 sec): 3 clusters
  Score: Raw -50146.552671 + Penalty 2083.840937 = -48062.711734
  nChanged 4
		SP:Iteration 9Q (12437.400000 sec): 3 clusters
  Score: Raw -50152.842026 + Penalty 2083.840937 = -48069.001089
  nChanged 2
		SP:Iteration 10Q (12437.620000 sec): 3 clusters
  Score: Raw -50154.145622 + Penalty 2083.840937 = -48070.304685
  nChanged 0
		SP:Iteration 11F (12437.780000 sec): 3 clusters
  Score: Raw -50154.145622 + Penalty 2083.840937 = -48070.304685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12437.920000 sec): 2 clusters
  Score: Raw -155496.245768 + Penalty 1246.520410 = -154249.725358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12438.060000 sec): 3 clusters
  Score: Raw -154594.447162 + Penalty 2493.040820 = -152101.406342
  nChanged 774
		SP:Iteration 1F (12438.260000 sec): 3 clusters
  Score: Raw -155179.320306 + Penalty 2493.040820 = -152686.279486
  nChanged 211
		SP:Iteration 2F (12438.470000 sec): 3 clusters
  Score: Raw -155382.934521 + Penalty 2493.040820 = -152889.893701
  nChanged 137
		SP:Iteration 3F (12438.660000 sec): 3 clusters
  Score: Raw -155521.872981 + Penalty 2493.040820 = -153028.832161
  nChanged 109
		SP:Iteration 4F (12438.800000 sec): 3 clusters
  Score: Raw -155623.994695 + Penalty 2493.040820 = -153130.953875
  nChanged 100
		SP:Iteration 5Q (12439.020000 sec): 3 clusters
  Score: Raw -155718.275920 + Penalty 2493.040820 = -153225.235100
  nChanged 75
		SP:Iteration 6Q (12439.220000 sec): 3 clusters
  Score: Raw -155790.438214 + Penalty 2493.040820 = -153297.397394
  nChanged 67
		SP:Iteration 7Q (12439.370000 sec): 3 clusters
  Score: Raw -155849.875023 + Penalty 2493.040820 = -153356.834203
  nChanged 59
		SP:Iteration 8Q (12439.540000 sec): 3 clusters
  Score: Raw -155889.557421 + Penalty 2493.040820 = -153396.516601
  nChanged 32
		SP:Iteration 9Q (12439.750000 sec): 3 clusters
  Score: Raw -155916.336368 + Penalty 2493.040820 = -153423.295548
  nChanged 33
		SP:Iteration 10Q (12439.940000 sec): 3 clusters
  Score: Raw -155946.778480 + Penalty 2493.040820 = -153453.737660
  nChanged 29
		SP:Iteration 11Q (12440.120000 sec): 3 clusters
  Score: Raw -155968.761811 + Penalty 2493.040820 = -153475.720991
  nChanged 23
		SP:Iteration 12Q (12440.330000 sec): 3 clusters
  Score: Raw -155990.730147 + Penalty 2493.040820 = -153497.689326
  nChanged 19
		SP:Iteration 13Q (12440.540000 sec): 3 clusters
  Score: Raw -156007.850015 + Penalty 2493.040820 = -153514.809195
  nChanged 20
		SP:Iteration 14Q (12440.710000 sec): 3 clusters
  Score: Raw -156024.598726 + Penalty 2493.040820 = -153531.557906
  nChanged 12
		SP:Iteration 15Q (12440.850000 sec): 3 clusters
  Score: Raw -156035.586804 + Penalty 2493.040820 = -153542.545984
  nChanged 10
		SP:Iteration 16Q (12440.990000 sec): 3 clusters
  Score: Raw -156047.360246 + Penalty 2493.040820 = -153554.319426
  nChanged 13
		SP:Iteration 17Q (12441.160000 sec): 3 clusters
  Score: Raw -156054.143300 + Penalty 2493.040820 = -153561.102480
  nChanged 10
		SP:Iteration 18Q (12441.380000 sec): 3 clusters
  Score: Raw -156057.960959 + Penalty 2493.040820 = -153564.920139
  nChanged 3
		SP:Iteration 19Q (12441.630000 sec): 3 clusters
  Score: Raw -156059.772368 + Penalty 2493.040820 = -153566.731548
  nChanged 3
		SP:Iteration 20F (12441.850000 sec): 3 clusters
  Score: Raw -156061.605512 + Penalty 2493.040820 = -153568.564692
  nChanged 5
		SP:Iteration 21Q (12442.000000 sec): 3 clusters
  Score: Raw -156064.357456 + Penalty 2493.040820 = -153571.316636
  nChanged 6
		SP:Iteration 22Q (12442.220000 sec): 3 clusters
  Score: Raw -156067.536818 + Penalty 2493.040820 = -153574.495998
  nChanged 9
		SP:Iteration 23Q (12442.380000 sec): 3 clusters
  Score: Raw -156079.896157 + Penalty 2493.040820 = -153586.855337
  nChanged 10
		SP:Iteration 24Q (12442.530000 sec): 3 clusters
  Score: Raw -156087.638072 + Penalty 2493.040820 = -153594.597252
  nChanged 10
		SP:Iteration 25Q (12442.680000 sec): 3 clusters
  Score: Raw -156095.482932 + Penalty 2493.040820 = -153602.442111
  nChanged 7
		SP:Iteration 26Q (12442.820000 sec): 3 clusters
  Score: Raw -156098.853288 + Penalty 2493.040820 = -153605.812468
  nChanged 6
		SP:Iteration 27Q (12443.000000 sec): 3 clusters
  Score: Raw -156103.357177 + Penalty 2493.040820 = -153610.316357
  nChanged 3
		SP:Iteration 28Q (12443.120000 sec): 3 clusters
  Score: Raw -156105.997695 + Penalty 2493.040820 = -153612.956875
  nChanged 5
		SP:Iteration 29Q (12443.260000 sec): 3 clusters
  Score: Raw -156110.290201 + Penalty 2493.040820 = -153617.249381
  nChanged 6
		SP:Iteration 30Q (12443.390000 sec): 3 clusters
  Score: Raw -156116.645638 + Penalty 2493.040820 = -153623.604818
  nChanged 10
		SP:Iteration 31Q (12443.560000 sec): 3 clusters
  Score: Raw -156127.986373 + Penalty 2493.040820 = -153634.945553
  nChanged 7
		SP:Iteration 32Q (12443.690000 sec): 3 clusters
  Score: Raw -156133.871204 + Penalty 2493.040820 = -153640.830384
  nChanged 5
		SP:Iteration 33Q (12443.840000 sec): 3 clusters
  Score: Raw -156136.594330 + Penalty 2493.040820 = -153643.553510
  nChanged 11
		SP:Iteration 34Q (12444.000000 sec): 3 clusters
  Score: Raw -156143.439671 + Penalty 2493.040820 = -153650.398850
  nChanged 11
		SP:Iteration 35Q (12444.170000 sec): 3 clusters
  Score: Raw -156154.111497 + Penalty 2493.040820 = -153661.070676
  nChanged 12
		SP:Iteration 36Q (12444.320000 sec): 3 clusters
  Score: Raw -156164.974923 + Penalty 2493.040820 = -153671.934103
  nChanged 11
		SP:Iteration 37Q (12444.460000 sec): 3 clusters
  Score: Raw -156170.037155 + Penalty 2493.040820 = -153676.996335
  nChanged 8
		SP:Iteration 38Q (12444.630000 sec): 3 clusters
  Score: Raw -156173.402017 + Penalty 2493.040820 = -153680.361197
  nChanged 7
		SP:Iteration 39Q (12444.770000 sec): 3 clusters
  Score: Raw -156176.887525 + Penalty 2493.040820 = -153683.846705
  nChanged 12
		SP:Iteration 40F (12444.910000 sec): 3 clusters
  Score: Raw -156182.949408 + Penalty 2493.040820 = -153689.908588
  nChanged 8
		SP:Iteration 41Q (12445.050000 sec): 3 clusters
  Score: Raw -156186.004865 + Penalty 2493.040820 = -153692.964045
  nChanged 4
		SP:Iteration 42Q (12445.190000 sec): 3 clusters
  Score: Raw -156187.498954 + Penalty 2493.040820 = -153694.458134
  nChanged 5
		SP:Iteration 43Q (12445.330000 sec): 3 clusters
  Score: Raw -156190.208515 + Penalty 2493.040820 = -153697.167695
  nChanged 11
		SP:Iteration 44Q (12445.470000 sec): 3 clusters
  Score: Raw -156199.721726 + Penalty 2493.040820 = -153706.680906
  nChanged 9
		SP:Iteration 45Q (12445.610000 sec): 3 clusters
  Score: Raw -156205.036005 + Penalty 2493.040820 = -153711.995185
  nChanged 6
		SP:Iteration 46Q (12445.790000 sec): 3 clusters
  Score: Raw -156208.275933 + Penalty 2493.040820 = -153715.235113
  nChanged 5
		SP:Iteration 47Q (12445.990000 sec): 3 clusters
  Score: Raw -156212.239130 + Penalty 2493.040820 = -153719.198310
  nChanged 6
		SP:Iteration 48Q (12446.140000 sec): 3 clusters
  Score: Raw -156216.342287 + Penalty 2493.040820 = -153723.301467
  nChanged 4
		SP:Iteration 49Q (12446.330000 sec): 3 clusters
  Score: Raw -156218.068407 + Penalty 2493.040820 = -153725.027586
  nChanged 5
		SP:Iteration 50Q (12446.470000 sec): 3 clusters
  Score: Raw -156219.637623 + Penalty 2493.040820 = -153726.596802
  nChanged 7
		SP:Iteration 51Q (12446.720000 sec): 3 clusters
  Score: Raw -156221.905051 + Penalty 2493.040820 = -153728.864231
  nChanged 5
		SP:Iteration 52Q (12446.890000 sec): 3 clusters
  Score: Raw -156222.770079 + Penalty 2493.040820 = -153729.729259
  nChanged 3
		SP:Iteration 53Q (12447.120000 sec): 3 clusters
  Score: Raw -156223.870695 + Penalty 2493.040820 = -153730.829875
  nChanged 4
		SP:Iteration 54Q (12447.300000 sec): 3 clusters
  Score: Raw -156224.880705 + Penalty 2493.040820 = -153731.839885
  nChanged 2
		SP:Iteration 55Q (12447.510000 sec): 3 clusters
  Score: Raw -156225.690088 + Penalty 2493.040820 = -153732.649268
  nChanged 0
		SP:Iteration 56F (12447.710000 sec): 3 clusters
  Score: Raw -156225.690088 + Penalty 2493.040820 = -153732.649268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12447.810000 sec): 2 clusters
  Score: Raw -103877.441383 + Penalty 1169.461568 = -102707.979815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12448.010000 sec): 3 clusters
  Score: Raw -103378.587835 + Penalty 2338.923136 = -101039.664699
  nChanged 458
		SP:Iteration 1F (12448.200000 sec): 3 clusters
  Score: Raw -103738.831828 + Penalty 2338.923136 = -101399.908693
  nChanged 115
		SP:Iteration 2F (12448.350000 sec): 3 clusters
  Score: Raw -103849.526592 + Penalty 2338.923136 = -101510.603457
  nChanged 53
		SP:Iteration 3Q (12448.540000 sec): 3 clusters
  Score: Raw -103894.246552 + Penalty 2338.923136 = -101555.323416
  nChanged 42
		SP:Iteration 4Q (12448.730000 sec): 3 clusters
  Score: Raw -103935.796145 + Penalty 2338.923136 = -101596.873010
  nChanged 35
		SP:Iteration 5Q (12448.880000 sec): 3 clusters
  Score: Raw -103961.343849 + Penalty 2338.923136 = -101622.420714
  nChanged 21
		SP:Iteration 6Q (12449.070000 sec): 3 clusters
  Score: Raw -103978.631252 + Penalty 2338.923136 = -101639.708117
  nChanged 15
		SP:Iteration 7Q (12449.220000 sec): 3 clusters
  Score: Raw -103984.821406 + Penalty 2338.923136 = -101645.898271
  nChanged 8
		SP:Iteration 8Q (12449.430000 sec): 3 clusters
  Score: Raw -103988.289869 + Penalty 2338.923136 = -101649.366734
  nChanged 2
		SP:Iteration 9Q (12449.570000 sec): 3 clusters
  Score: Raw -103988.901756 + Penalty 2338.923136 = -101649.978621
  nChanged 4
		SP:Iteration 10Q (12449.760000 sec): 3 clusters
  Score: Raw -103991.683160 + Penalty 2338.923136 = -101652.760025
  nChanged 1
		SP:Iteration 11Q (12449.950000 sec): 3 clusters
  Score: Raw -103992.693562 + Penalty 2338.923136 = -101653.770427
  nChanged 1
		SP:Iteration 12Q (12450.110000 sec): 3 clusters
  Score: Raw -103993.061289 + Penalty 2338.923136 = -101654.138154
  nChanged 0
		SP:Iteration 13F (12450.260000 sec): 3 clusters
  Score: Raw -103993.061289 + Penalty 2338.923136 = -101654.138154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 96 (2647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12450.340000 sec): 2 clusters
  Score: Raw -219308.711423 + Penalty 1280.692108 = -218028.019315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12450.540000 sec): 3 clusters
  Score: Raw -218108.460419 + Penalty 2561.384216 = -215547.076204
  nChanged 958
		SP:Iteration 1F (12450.700000 sec): 3 clusters
  Score: Raw -218720.878256 + Penalty 2561.384216 = -216159.494041
  nChanged 195
		SP:Iteration 2F (12450.970000 sec): 3 clusters
  Score: Raw -218846.338025 + Penalty 2561.384216 = -216284.953809
  nChanged 122
		SP:Iteration 3Q (12451.150000 sec): 3 clusters
  Score: Raw -218930.141352 + Penalty 2561.384216 = -216368.757136
  nChanged 88
		SP:Iteration 4Q (12451.310000 sec): 3 clusters
  Score: Raw -218984.067962 + Penalty 2561.384216 = -216422.683746
  nChanged 76
		SP:Iteration 5Q (12451.510000 sec): 3 clusters
  Score: Raw -219033.053434 + Penalty 2561.384216 = -216471.669219
  nChanged 62
		SP:Iteration 6Q (12451.650000 sec): 3 clusters
  Score: Raw -219076.072032 + Penalty 2561.384216 = -216514.687817
  nChanged 66
		SP:Iteration 7Q (12451.850000 sec): 3 clusters
  Score: Raw -219114.411962 + Penalty 2561.384216 = -216553.027746
  nChanged 60
		SP:Iteration 8Q (12452.050000 sec): 3 clusters
  Score: Raw -219156.446926 + Penalty 2561.384216 = -216595.062710
  nChanged 52
		SP:Iteration 9Q (12452.240000 sec): 3 clusters
  Score: Raw -219192.405155 + Penalty 2561.384216 = -216631.020940
  nChanged 62
		SP:Iteration 10Q (12452.430000 sec): 3 clusters
  Score: Raw -219231.699383 + Penalty 2561.384216 = -216670.315167
  nChanged 58
		SP:Iteration 11Q (12452.630000 sec): 3 clusters
  Score: Raw -219274.499190 + Penalty 2561.384216 = -216713.114975
  nChanged 61
		SP:Iteration 12Q (12452.820000 sec): 3 clusters
  Score: Raw -219321.083089 + Penalty 2561.384216 = -216759.698873
  nChanged 58
		SP:Iteration 13Q (12452.980000 sec): 3 clusters
  Score: Raw -219370.740014 + Penalty 2561.384216 = -216809.355798
  nChanged 54
		SP:Iteration 14Q (12453.190000 sec): 3 clusters
  Score: Raw -219420.924751 + Penalty 2561.384216 = -216859.540535
  nChanged 55
		SP:Iteration 15Q (12453.410000 sec): 3 clusters
  Score: Raw -219468.026327 + Penalty 2561.384216 = -216906.642111
  nChanged 30
		SP:Iteration 16Q (12453.610000 sec): 3 clusters
  Score: Raw -219488.319413 + Penalty 2561.384216 = -216926.935197
  nChanged 14
		SP:Iteration 17Q (12453.840000 sec): 3 clusters
  Score: Raw -219500.877991 + Penalty 2561.384216 = -216939.493775
  nChanged 17
		SP:Iteration 18Q (12454.010000 sec): 3 clusters
  Score: Raw -219512.268903 + Penalty 2561.384216 = -216950.884688
  nChanged 12
		SP:Iteration 19Q (12454.180000 sec): 3 clusters
  Score: Raw -219523.563501 + Penalty 2561.384216 = -216962.179286
  nChanged 16
		SP:Iteration 20F (12454.370000 sec): 3 clusters
  Score: Raw -219534.484069 + Penalty 2561.384216 = -216973.099853
  nChanged 9
		SP:Iteration 21Q (12454.560000 sec): 3 clusters
  Score: Raw -219539.801143 + Penalty 2561.384216 = -216978.416927
  nChanged 6
		SP:Iteration 22Q (12454.770000 sec): 3 clusters
  Score: Raw -219542.640878 + Penalty 2561.384216 = -216981.256662
  nChanged 4
		SP:Iteration 23Q (12454.950000 sec): 3 clusters
  Score: Raw -219544.693270 + Penalty 2561.384216 = -216983.309054
  nChanged 3
		SP:Iteration 24Q (12455.110000 sec): 3 clusters
  Score: Raw -219545.896867 + Penalty 2561.384216 = -216984.512651
  nChanged 1
		SP:Iteration 25Q (12455.270000 sec): 3 clusters
  Score: Raw -219546.336208 + Penalty 2561.384216 = -216984.951993
  nChanged 1
		SP:Iteration 26Q (12455.470000 sec): 3 clusters
  Score: Raw -219546.535681 + Penalty 2561.384216 = -216985.151465
  nChanged 0
		SP:Iteration 27F (12455.650000 sec): 3 clusters
  Score: Raw -219546.535681 + Penalty 2561.384216 = -216985.151465
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 97 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12455.770000 sec): 2 clusters
  Score: Raw -47679.502165 + Penalty 1039.230010 = -46640.272155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12455.950000 sec): 3 clusters
  Score: Raw -47580.489087 + Penalty 2078.460019 = -45502.029067
  nChanged 165
		SP:Iteration 1F (12456.150000 sec): 3 clusters
  Score: Raw -47781.705873 + Penalty 2078.460019 = -45703.245854
  nChanged 31
		SP:Iteration 2F (12456.330000 sec): 3 clusters
  Score: Raw -47876.301360 + Penalty 2078.460019 = -45797.841340
  nChanged 30
		SP:Iteration 3F (12456.560000 sec): 3 clusters
  Score: Raw -48117.956027 + Penalty 2078.460019 = -46039.496007
  nChanged 55
		SP:Iteration 4F (12456.760000 sec): 3 clusters
  Score: Raw -48302.524778 + Penalty 2078.460019 = -46224.064759
  nChanged 50
		SP:Iteration 5F (12456.910000 sec): 3 clusters
  Score: Raw -48403.976819 + Penalty 2078.460019 = -46325.516799
  nChanged 31
		SP:Iteration 6F (12457.130000 sec): 3 clusters
  Score: Raw -48482.363418 + Penalty 2078.460019 = -46403.903399
  nChanged 14
		SP:Iteration 7Q (12457.300000 sec): 3 clusters
  Score: Raw -48504.071718 + Penalty 2078.460019 = -46425.611698
  nChanged 13
		SP:Iteration 8Q (12457.450000 sec): 3 clusters
  Score: Raw -48528.070290 + Penalty 2078.460019 = -46449.610271
  nChanged 7
		SP:Iteration 9Q (12457.630000 sec): 3 clusters
  Score: Raw -48551.321962 + Penalty 2078.460019 = -46472.861943
  nChanged 8
		SP:Iteration 10Q (12457.870000 sec): 3 clusters
  Score: Raw -48574.870951 + Penalty 2078.460019 = -46496.410931
  nChanged 5
		SP:Iteration 11Q (12458.030000 sec): 3 clusters
  Score: Raw -48588.367586 + Penalty 2078.460019 = -46509.907567
  nChanged 2
		SP:Iteration 12Q (12458.230000 sec): 3 clusters
  Score: Raw -48591.222969 + Penalty 2078.460019 = -46512.762950
  nChanged 1
		SP:Iteration 13Q (12458.370000 sec): 3 clusters
  Score: Raw -48593.621517 + Penalty 2078.460019 = -46515.161498
  nChanged 2
		SP:Iteration 14Q (12458.560000 sec): 3 clusters
  Score: Raw -48596.716783 + Penalty 2078.460019 = -46518.256764
  nChanged 2
		SP:Iteration 15Q (12458.770000 sec): 3 clusters
  Score: Raw -48600.532085 + Penalty 2078.460019 = -46522.072065
  nChanged 0
		SP:Iteration 16F (12458.980000 sec): 3 clusters
  Score: Raw -48600.532085 + Penalty 2078.460019 = -46522.072065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 98 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12459.070000 sec): 2 clusters
  Score: Raw -74239.898933 + Penalty 1114.516818 = -73125.382114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12459.240000 sec): 3 clusters
  Score: Raw -73942.886572 + Penalty 2229.033636 = -71713.852936
  nChanged 272
		SP:Iteration 1F (12459.370000 sec): 3 clusters
  Score: Raw -74189.273993 + Penalty 2229.033636 = -71960.240357
  nChanged 82
		SP:Iteration 2F (12459.570000 sec): 3 clusters
  Score: Raw -74277.208620 + Penalty 2229.033636 = -72048.174984
  nChanged 55
		SP:Iteration 3F (12459.760000 sec): 3 clusters
  Score: Raw -74350.802470 + Penalty 2229.033636 = -72121.768834
  nChanged 41
		SP:Iteration 4Q (12459.940000 sec): 3 clusters
  Score: Raw -74434.927738 + Penalty 2229.033636 = -72205.894101
  nChanged 33
		SP:Iteration 5Q (12460.140000 sec): 3 clusters
  Score: Raw -74487.171626 + Penalty 2229.033636 = -72258.137990
  nChanged 29
		SP:Iteration 6Q (12460.330000 sec): 3 clusters
  Score: Raw -74510.246829 + Penalty 2229.033636 = -72281.213193
  nChanged 10
		SP:Iteration 7Q (12460.470000 sec): 3 clusters
  Score: Raw -74522.273190 + Penalty 2229.033636 = -72293.239554
  nChanged 12
		SP:Iteration 8Q (12460.650000 sec): 3 clusters
  Score: Raw -74530.040398 + Penalty 2229.033636 = -72301.006761
  nChanged 6
		SP:Iteration 9Q (12460.850000 sec): 3 clusters
  Score: Raw -74532.784029 + Penalty 2229.033636 = -72303.750393
  nChanged 6
		SP:Iteration 10Q (12461.030000 sec): 3 clusters
  Score: Raw -74536.551571 + Penalty 2229.033636 = -72307.517935
  nChanged 9
		SP:Iteration 11Q (12461.190000 sec): 3 clusters
  Score: Raw -74546.116436 + Penalty 2229.033636 = -72317.082800
  nChanged 8
		SP:Iteration 12Q (12461.370000 sec): 3 clusters
  Score: Raw -74552.923634 + Penalty 2229.033636 = -72323.889997
  nChanged 9
		SP:Iteration 13Q (12461.540000 sec): 3 clusters
  Score: Raw -74558.795465 + Penalty 2229.033636 = -72329.761829
  nChanged 2
		SP:Iteration 14Q (12461.710000 sec): 3 clusters
  Score: Raw -74561.440958 + Penalty 2229.033636 = -72332.407322
  nChanged 6
		SP:Iteration 15Q (12461.870000 sec): 3 clusters
  Score: Raw -74565.895106 + Penalty 2229.033636 = -72336.861470
  nChanged 4
		SP:Iteration 16Q (12461.990000 sec): 3 clusters
  Score: Raw -74568.822265 + Penalty 2229.033636 = -72339.788629
  nChanged 3
		SP:Iteration 17Q (12462.170000 sec): 3 clusters
  Score: Raw -74570.259146 + Penalty 2229.033636 = -72341.225510
  nChanged 1
		SP:Iteration 18Q (12462.300000 sec): 3 clusters
  Score: Raw -74570.441090 + Penalty 2229.033636 = -72341.407454
  nChanged 0
		SP:Iteration 19F (12462.460000 sec): 3 clusters
  Score: Raw -74570.441090 + Penalty 2229.033636 = -72341.407454
  nChanged 0
Iteration 259Q (12514.900000 sec): 100 clusters
  Score: Raw -34897184.088680 + Penalty 209510.041746 = -34687674.046934
  nChanged 45
Iteration 260F (12608.380000 sec): 100 clusters
  Score: Raw -34897372.516773 + Penalty 209510.041746 = -34687862.475026
  nChanged 44
Iteration 261Q (12667.290000 sec): 100 clusters
  Score: Raw -34897452.549949 + Penalty 209510.041746 = -34687942.508202
  nChanged 34
Iteration 262Q (12728.940000 sec): 100 clusters
  Score: Raw -34897463.825309 + Penalty 209510.041746 = -34687953.783562
  nChanged 24
Iteration 263Q (12786.110000 sec): 100 clusters
  Score: Raw -34897466.426700 + Penalty 209510.041746 = -34687956.384953
  nChanged 20
Iteration 264Q (12843.990000 sec): 100 clusters
  Score: Raw -34897468.678649 + Penalty 209510.041746 = -34687958.636903
  nChanged 15
Iteration 265Q (12898.310000 sec): 100 clusters
  Score: Raw -34897470.605972 + Penalty 209510.041746 = -34687960.564226
  nChanged 13
Iteration 266Q (12953.950000 sec): 100 clusters
  Score: Raw -34897471.911507 + Penalty 209510.041746 = -34687961.869761
  nChanged 16
Iteration 267Q (13009.250000 sec): 100 clusters
  Score: Raw -34897474.989403 + Penalty 209510.041746 = -34687964.947657
  nChanged 16
Iteration 268Q (13063.570000 sec): 100 clusters
  Score: Raw -34897476.487018 + Penalty 209510.041746 = -34687966.445271
  nChanged 11
Iteration 269Q (13120.960000 sec): 100 clusters
  Score: Raw -34897477.686151 + Penalty 209510.041746 = -34687967.644405
  nChanged 9
Iteration 270Q (13174.300000 sec): 100 clusters
  Score: Raw -34897478.249150 + Penalty 209510.041746 = -34687968.207404
  nChanged 6
Iteration 271Q (13229.920000 sec): 100 clusters
  Score: Raw -34897478.412627 + Penalty 209510.041746 = -34687968.370880
  nChanged 1
Iteration 272Q (13284.960000 sec): 100 clusters
  Score: Raw -34897478.456356 + Penalty 209510.041746 = -34687968.414610
  nChanged 2
Iteration 273Q (13337.510000 sec): 100 clusters
  Score: Raw -34897478.534265 + Penalty 209510.041746 = -34687968.492519
  nChanged 1
Iteration 274Q (13395.880000 sec): 100 clusters
  Score: Raw -34897478.545039 + Penalty 209510.041746 = -34687968.503293
  nChanged 0
Iteration 275F (13496.110000 sec): 100 clusters
  Score: Raw -34897478.545039 + Penalty 209510.041746 = -34687968.503293
  nChanged 0
Compute initial score before splitting:   Score: Raw -34897478.545039 + Penalty 209510.041746 = -34687968.503293
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13496.230000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13496.370000 sec): 3 clusters
  Score: Raw -110712.816469 + Penalty 2345.430583 = -108367.385885
  nChanged 405
		SP:Iteration 1F (13496.580000 sec): 3 clusters
  Score: Raw -111076.142117 + Penalty 2345.430583 = -108730.711533
  nChanged 122
		SP:Iteration 2F (13496.730000 sec): 3 clusters
  Score: Raw -111210.252361 + Penalty 2345.430583 = -108864.821778
  nChanged 82
		SP:Iteration 3F (13496.930000 sec): 3 clusters
  Score: Raw -111322.810108 + Penalty 2345.430583 = -108977.379525
  nChanged 75
		SP:Iteration 4F (13497.140000 sec): 3 clusters
  Score: Raw -111459.094427 + Penalty 2345.430583 = -109113.663843
  nChanged 71
		SP:Iteration 5F (13497.340000 sec): 3 clusters
  Score: Raw -111553.575548 + Penalty 2345.430583 = -109208.144965
  nChanged 53
		SP:Iteration 6Q (13497.530000 sec): 3 clusters
  Score: Raw -111609.425159 + Penalty 2345.430583 = -109263.994575
  nChanged 37
		SP:Iteration 7Q (13497.720000 sec): 3 clusters
  Score: Raw -111644.150162 + Penalty 2345.430583 = -109298.719579
  nChanged 25
		SP:Iteration 8Q (13497.900000 sec): 3 clusters
  Score: Raw -111666.399250 + Penalty 2345.430583 = -109320.968667
  nChanged 19
		SP:Iteration 9Q (13498.060000 sec): 3 clusters
  Score: Raw -111679.436173 + Penalty 2345.430583 = -109334.005590
  nChanged 15
		SP:Iteration 10Q (13498.260000 sec): 3 clusters
  Score: Raw -111692.897191 + Penalty 2345.430583 = -109347.466608
  nChanged 15
		SP:Iteration 11Q (13498.450000 sec): 3 clusters
  Score: Raw -111705.697023 + Penalty 2345.430583 = -109360.266439
  nChanged 10
		SP:Iteration 12Q (13498.600000 sec): 3 clusters
  Score: Raw -111712.772466 + Penalty 2345.430583 = -109367.341883
  nChanged 6
		SP:Iteration 13Q (13498.760000 sec): 3 clusters
  Score: Raw -111719.230139 + Penalty 2345.430583 = -109373.799556
  nChanged 6
		SP:Iteration 14Q (13498.950000 sec): 3 clusters
  Score: Raw -111723.887208 + Penalty 2345.430583 = -109378.456625
  nChanged 5
		SP:Iteration 15Q (13499.150000 sec): 3 clusters
  Score: Raw -111727.533001 + Penalty 2345.430583 = -109382.102418
  nChanged 2
		SP:Iteration 16Q (13499.320000 sec): 3 clusters
  Score: Raw -111728.712524 + Penalty 2345.430583 = -109383.281940
  nChanged 2
		SP:Iteration 17Q (13499.530000 sec): 3 clusters
  Score: Raw -111731.478356 + Penalty 2345.430583 = -109386.047773
  nChanged 5
		SP:Iteration 18Q (13499.680000 sec): 3 clusters
  Score: Raw -111734.779092 + Penalty 2345.430583 = -109389.348509
  nChanged 2
		SP:Iteration 19Q (13499.850000 sec): 3 clusters
  Score: Raw -111736.274735 + Penalty 2345.430583 = -109390.844152
  nChanged 0
		SP:Iteration 20F (13499.970000 sec): 3 clusters
  Score: Raw -111736.274735 + Penalty 2345.430583 = -109390.844152
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13500.140000 sec): 2 clusters
  Score: Raw -228654.883377 + Penalty 1287.072557 = -227367.810820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13500.330000 sec): 3 clusters
  Score: Raw -227419.851923 + Penalty 2574.145114 = -224845.706809
  nChanged 980
		SP:Iteration 1F (13500.510000 sec): 3 clusters
  Score: Raw -228041.797707 + Penalty 2574.145114 = -225467.652593
  nChanged 254
		SP:Iteration 2F (13500.690000 sec): 3 clusters
  Score: Raw -228276.075579 + Penalty 2574.145114 = -225701.930465
  nChanged 227
		SP:Iteration 3F (13500.900000 sec): 3 clusters
  Score: Raw -228504.129389 + Penalty 2574.145114 = -225929.984275
  nChanged 202
		SP:Iteration 4F (13501.160000 sec): 3 clusters
  Score: Raw -228697.611814 + Penalty 2574.145114 = -226123.466700
  nChanged 163
		SP:Iteration 5F (13501.300000 sec): 3 clusters
  Score: Raw -228874.509303 + Penalty 2574.145114 = -226300.364188
  nChanged 148
		SP:Iteration 6F (13501.470000 sec): 3 clusters
  Score: Raw -229028.472538 + Penalty 2574.145114 = -226454.327424
  nChanged 97
		SP:Iteration 7Q (13501.660000 sec): 3 clusters
  Score: Raw -229137.957418 + Penalty 2574.145114 = -226563.812304
  nChanged 80
		SP:Iteration 8Q (13501.870000 sec): 3 clusters
  Score: Raw -229210.445332 + Penalty 2574.145114 = -226636.300218
  nChanged 65
		SP:Iteration 9Q (13502.070000 sec): 3 clusters
  Score: Raw -229270.190040 + Penalty 2574.145114 = -226696.044926
  nChanged 59
		SP:Iteration 10Q (13502.210000 sec): 3 clusters
  Score: Raw -229324.829603 + Penalty 2574.145114 = -226750.684489
  nChanged 49
		SP:Iteration 11Q (13502.420000 sec): 3 clusters
  Score: Raw -229352.560649 + Penalty 2574.145114 = -226778.415535
  nChanged 30
		SP:Iteration 12Q (13502.590000 sec): 3 clusters
  Score: Raw -229368.099775 + Penalty 2574.145114 = -226793.954661
  nChanged 19
		SP:Iteration 13Q (13502.810000 sec): 3 clusters
  Score: Raw -229378.349287 + Penalty 2574.145114 = -226804.204173
  nChanged 18
		SP:Iteration 14Q (13502.960000 sec): 3 clusters
  Score: Raw -229387.226471 + Penalty 2574.145114 = -226813.081357
  nChanged 12
		SP:Iteration 15Q (13503.140000 sec): 3 clusters
  Score: Raw -229392.308755 + Penalty 2574.145114 = -226818.163641
  nChanged 7
		SP:Iteration 16Q (13503.340000 sec): 3 clusters
  Score: Raw -229396.151778 + Penalty 2574.145114 = -226822.006663
  nChanged 7
		SP:Iteration 17Q (13503.510000 sec): 3 clusters
  Score: Raw -229400.199476 + Penalty 2574.145114 = -226826.054362
  nChanged 11
		SP:Iteration 18Q (13503.730000 sec): 3 clusters
  Score: Raw -229404.892892 + Penalty 2574.145114 = -226830.747778
  nChanged 10
		SP:Iteration 19Q (13503.920000 sec): 3 clusters
  Score: Raw -229409.717382 + Penalty 2574.145114 = -226835.572268
  nChanged 6
		SP:Iteration 20F (13504.140000 sec): 3 clusters
  Score: Raw -229413.312812 + Penalty 2574.145114 = -226839.167698
  nChanged 8
		SP:Iteration 21Q (13504.330000 sec): 3 clusters
  Score: Raw -229416.510540 + Penalty 2574.145114 = -226842.365426
  nChanged 6
		SP:Iteration 22Q (13504.570000 sec): 3 clusters
  Score: Raw -229418.438687 + Penalty 2574.145114 = -226844.293572
  nChanged 5
		SP:Iteration 23Q (13504.770000 sec): 3 clusters
  Score: Raw -229420.490814 + Penalty 2574.145114 = -226846.345700
  nChanged 6
		SP:Iteration 24Q (13504.950000 sec): 3 clusters
  Score: Raw -229422.574213 + Penalty 2574.145114 = -226848.429099
  nChanged 6
		SP:Iteration 25Q (13505.140000 sec): 3 clusters
  Score: Raw -229426.120271 + Penalty 2574.145114 = -226851.975157
  nChanged 10
		SP:Iteration 26Q (13505.340000 sec): 3 clusters
  Score: Raw -229431.366300 + Penalty 2574.145114 = -226857.221186
  nChanged 9
		SP:Iteration 27Q (13505.550000 sec): 3 clusters
  Score: Raw -229434.231684 + Penalty 2574.145114 = -226860.086569
  nChanged 7
		SP:Iteration 28Q (13505.740000 sec): 3 clusters
  Score: Raw -229437.027266 + Penalty 2574.145114 = -226862.882152
  nChanged 10
		SP:Iteration 29Q (13505.910000 sec): 3 clusters
  Score: Raw -229441.054559 + Penalty 2574.145114 = -226866.909445
  nChanged 2
		SP:Iteration 30Q (13506.110000 sec): 3 clusters
  Score: Raw -229441.774411 + Penalty 2574.145114 = -226867.629297
  nChanged 1
		SP:Iteration 31Q (13506.290000 sec): 3 clusters
  Score: Raw -229442.146142 + Penalty 2574.145114 = -226868.001028
  nChanged 2
		SP:Iteration 32Q (13506.490000 sec): 3 clusters
  Score: Raw -229443.096993 + Penalty 2574.145114 = -226868.951879
  nChanged 4
		SP:Iteration 33Q (13506.660000 sec): 3 clusters
  Score: Raw -229444.724482 + Penalty 2574.145114 = -226870.579367
  nChanged 3
		SP:Iteration 34Q (13506.870000 sec): 3 clusters
  Score: Raw -229446.134313 + Penalty 2574.145114 = -226871.989199
  nChanged 4
		SP:Iteration 35Q (13507.050000 sec): 3 clusters
  Score: Raw -229447.383026 + Penalty 2574.145114 = -226873.237912
  nChanged 2
		SP:Iteration 36Q (13507.240000 sec): 3 clusters
  Score: Raw -229447.992032 + Penalty 2574.145114 = -226873.846918
  nChanged 3
		SP:Iteration 37Q (13507.430000 sec): 3 clusters
  Score: Raw -229448.978397 + Penalty 2574.145114 = -226874.833283
  nChanged 1
		SP:Iteration 38Q (13507.590000 sec): 3 clusters
  Score: Raw -229449.838415 + Penalty 2574.145114 = -226875.693300
  nChanged 2
		SP:Iteration 39Q (13507.820000 sec): 3 clusters
  Score: Raw -229450.775909 + Penalty 2574.145114 = -226876.630795
  nChanged 2
		SP:Iteration 40F (13507.990000 sec): 3 clusters
  Score: Raw -229451.767737 + Penalty 2574.145114 = -226877.622622
  nChanged 5
		SP:Iteration 41Q (13508.210000 sec): 3 clusters
  Score: Raw -229454.589054 + Penalty 2574.145114 = -226880.443939
  nChanged 5
		SP:Iteration 42Q (13508.350000 sec): 3 clusters
  Score: Raw -229456.676874 + Penalty 2574.145114 = -226882.531760
  nChanged 1
		SP:Iteration 43Q (13508.510000 sec): 3 clusters
  Score: Raw -229457.155297 + Penalty 2574.145114 = -226883.010183
  nChanged 1
		SP:Iteration 44Q (13508.690000 sec): 3 clusters
  Score: Raw -229457.801454 + Penalty 2574.145114 = -226883.656340
  nChanged 2
		SP:Iteration 45Q (13508.890000 sec): 3 clusters
  Score: Raw -229458.498974 + Penalty 2574.145114 = -226884.353860
  nChanged 0
		SP:Iteration 46F (13509.050000 sec): 3 clusters
  Score: Raw -229458.498974 + Penalty 2574.145114 = -226884.353860
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13509.150000 sec): 2 clusters
  Score: Raw -97489.776728 + Penalty 1161.861486 = -96327.915242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13509.350000 sec): 3 clusters
  Score: Raw -97058.919298 + Penalty 2323.722972 = -94735.196327
  nChanged 383
		SP:Iteration 1F (13509.530000 sec): 3 clusters
  Score: Raw -97398.892381 + Penalty 2323.722972 = -95075.169409
  nChanged 116
		SP:Iteration 2F (13509.730000 sec): 3 clusters
  Score: Raw -97517.685008 + Penalty 2323.722972 = -95193.962036
  nChanged 61
		SP:Iteration 3Q (13509.930000 sec): 3 clusters
  Score: Raw -97602.175610 + Penalty 2323.722972 = -95278.452638
  nChanged 51
		SP:Iteration 4Q (13510.110000 sec): 3 clusters
  Score: Raw -97670.201114 + Penalty 2323.722972 = -95346.478142
  nChanged 37
		SP:Iteration 5Q (13510.270000 sec): 3 clusters
  Score: Raw -97716.687291 + Penalty 2323.722972 = -95392.964319
  nChanged 35
		SP:Iteration 6Q (13510.450000 sec): 3 clusters
  Score: Raw -97773.978653 + Penalty 2323.722972 = -95450.255681
  nChanged 42
		SP:Iteration 7Q (13510.610000 sec): 3 clusters
  Score: Raw -97835.532540 + Penalty 2323.722972 = -95511.809568
  nChanged 48
		SP:Iteration 8Q (13510.830000 sec): 3 clusters
  Score: Raw -97915.493049 + Penalty 2323.722972 = -95591.770077
  nChanged 53
		SP:Iteration 9Q (13511.070000 sec): 3 clusters
  Score: Raw -98021.490549 + Penalty 2323.722972 = -95697.767577
  nChanged 58
		SP:Iteration 10Q (13511.250000 sec): 3 clusters
  Score: Raw -98128.472583 + Penalty 2323.722972 = -95804.749611
  nChanged 52
		SP:Iteration 11Q (13511.410000 sec): 3 clusters
  Score: Raw -98213.950807 + Penalty 2323.722972 = -95890.227835
  nChanged 40
		SP:Iteration 12Q (13511.580000 sec): 3 clusters
  Score: Raw -98273.505347 + Penalty 2323.722972 = -95949.782375
  nChanged 39
		SP:Iteration 13Q (13511.750000 sec): 3 clusters
  Score: Raw -98321.609618 + Penalty 2323.722972 = -95997.886647
  nChanged 24
		SP:Iteration 14Q (13511.950000 sec): 3 clusters
  Score: Raw -98352.819243 + Penalty 2323.722972 = -96029.096272
  nChanged 18
		SP:Iteration 15Q (13512.170000 sec): 3 clusters
  Score: Raw -98382.158505 + Penalty 2323.722972 = -96058.435533
  nChanged 21
		SP:Iteration 16Q (13512.370000 sec): 3 clusters
  Score: Raw -98406.599957 + Penalty 2323.722972 = -96082.876986
  nChanged 19
		SP:Iteration 17Q (13512.520000 sec): 3 clusters
  Score: Raw -98429.260977 + Penalty 2323.722972 = -96105.538005
  nChanged 10
		SP:Iteration 18Q (13512.730000 sec): 3 clusters
  Score: Raw -98439.375189 + Penalty 2323.722972 = -96115.652217
  nChanged 6
		SP:Iteration 19Q (13512.890000 sec): 3 clusters
  Score: Raw -98444.977538 + Penalty 2323.722972 = -96121.254566
  nChanged 7
		SP:Iteration 20F (13513.060000 sec): 3 clusters
  Score: Raw -98454.735198 + Penalty 2323.722972 = -96131.012227
  nChanged 2
		SP:Iteration 21Q (13513.200000 sec): 3 clusters
  Score: Raw -98456.139304 + Penalty 2323.722972 = -96132.416332
  nChanged 0
		SP:Iteration 22F (13513.360000 sec): 3 clusters
  Score: Raw -98456.139304 + Penalty 2323.722972 = -96132.416332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13513.440000 sec): 2 clusters
  Score: Raw -231143.797896 + Penalty 1290.691600 = -229853.106296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13513.640000 sec): 3 clusters
  Score: Raw -229821.093536 + Penalty 2581.383201 = -227239.710335
  nChanged 1057
		SP:Iteration 1F (13513.800000 sec): 3 clusters
  Score: Raw -230408.668257 + Penalty 2581.383201 = -227827.285056
  nChanged 227
		SP:Iteration 2F (13513.920000 sec): 3 clusters
  Score: Raw -230573.234973 + Penalty 2581.383201 = -227991.851772
  nChanged 164
		SP:Iteration 3F (13514.030000 sec): 3 clusters
  Score: Raw -230675.749245 + Penalty 2581.383201 = -228094.366044
  nChanged 128
		SP:Iteration 4Q (13514.140000 sec): 3 clusters
  Score: Raw -230749.802700 + Penalty 2581.383201 = -228168.419499
  nChanged 102
		SP:Iteration 5Q (13514.250000 sec): 3 clusters
  Score: Raw -230814.327869 + Penalty 2581.383201 = -228232.944668
  nChanged 96
		SP:Iteration 6Q (13514.360000 sec): 3 clusters
  Score: Raw -230873.035887 + Penalty 2581.383201 = -228291.652686
  nChanged 93
		SP:Iteration 7Q (13514.480000 sec): 3 clusters
  Score: Raw -230928.612812 + Penalty 2581.383201 = -228347.229612
  nChanged 77
		SP:Iteration 8Q (13514.590000 sec): 3 clusters
  Score: Raw -230981.758116 + Penalty 2581.383201 = -228400.374915
  nChanged 68
		SP:Iteration 9Q (13514.700000 sec): 3 clusters
  Score: Raw -231032.693755 + Penalty 2581.383201 = -228451.310555
  nChanged 82
		SP:Iteration 10Q (13514.810000 sec): 3 clusters
  Score: Raw -231083.039146 + Penalty 2581.383201 = -228501.655945
  nChanged 69
		SP:Iteration 11Q (13514.920000 sec): 3 clusters
  Score: Raw -231124.365041 + Penalty 2581.383201 = -228542.981840
  nChanged 59
		SP:Iteration 12Q (13515.040000 sec): 3 clusters
  Score: Raw -231157.366218 + Penalty 2581.383201 = -228575.983018
  nChanged 48
		SP:Iteration 13Q (13515.150000 sec): 3 clusters
  Score: Raw -231189.732385 + Penalty 2581.383201 = -228608.349184
  nChanged 52
		SP:Iteration 14Q (13515.310000 sec): 3 clusters
  Score: Raw -231223.393927 + Penalty 2581.383201 = -228642.010726
  nChanged 52
		SP:Iteration 15Q (13515.500000 sec): 3 clusters
  Score: Raw -231250.645900 + Penalty 2581.383201 = -228669.262699
  nChanged 47
		SP:Iteration 16Q (13515.710000 sec): 3 clusters
  Score: Raw -231272.772492 + Penalty 2581.383201 = -228691.389292
  nChanged 36
		SP:Iteration 17Q (13515.850000 sec): 3 clusters
  Score: Raw -231288.547971 + Penalty 2581.383201 = -228707.164770
  nChanged 35
		SP:Iteration 18Q (13516.010000 sec): 3 clusters
  Score: Raw -231304.104202 + Penalty 2581.383201 = -228722.721002
  nChanged 29
		SP:Iteration 19Q (13516.220000 sec): 3 clusters
  Score: Raw -231317.543710 + Penalty 2581.383201 = -228736.160509
  nChanged 20
		SP:Iteration 20F (13516.370000 sec): 3 clusters
  Score: Raw -231324.327413 + Penalty 2581.383201 = -228742.944212
  nChanged 13
		SP:Iteration 21Q (13516.510000 sec): 3 clusters
  Score: Raw -231328.849179 + Penalty 2581.383201 = -228747.465978
  nChanged 15
		SP:Iteration 22Q (13516.650000 sec): 3 clusters
  Score: Raw -231335.238887 + Penalty 2581.383201 = -228753.855686
  nChanged 12
		SP:Iteration 23Q (13516.800000 sec): 3 clusters
  Score: Raw -231340.173648 + Penalty 2581.383201 = -228758.790447
  nChanged 14
		SP:Iteration 24Q (13516.940000 sec): 3 clusters
  Score: Raw -231346.842755 + Penalty 2581.383201 = -228765.459554
  nChanged 17
		SP:Iteration 25Q (13517.090000 sec): 3 clusters
  Score: Raw -231353.748529 + Penalty 2581.383201 = -228772.365329
  nChanged 10
		SP:Iteration 26Q (13517.230000 sec): 3 clusters
  Score: Raw -231357.400994 + Penalty 2581.383201 = -228776.017793
  nChanged 12
		SP:Iteration 27Q (13517.370000 sec): 3 clusters
  Score: Raw -231361.849717 + Penalty 2581.383201 = -228780.466516
  nChanged 9
		SP:Iteration 28Q (13517.520000 sec): 3 clusters
  Score: Raw -231364.903376 + Penalty 2581.383201 = -228783.520175
  nChanged 3
		SP:Iteration 29Q (13517.660000 sec): 3 clusters
  Score: Raw -231365.707671 + Penalty 2581.383201 = -228784.324470
  nChanged 4
		SP:Iteration 30Q (13517.810000 sec): 3 clusters
  Score: Raw -231367.011457 + Penalty 2581.383201 = -228785.628257
  nChanged 2
		SP:Iteration 31Q (13517.980000 sec): 3 clusters
  Score: Raw -231368.025562 + Penalty 2581.383201 = -228786.642361
  nChanged 4
		SP:Iteration 32Q (13518.210000 sec): 3 clusters
  Score: Raw -231370.183538 + Penalty 2581.383201 = -228788.800337
  nChanged 3
		SP:Iteration 33Q (13518.410000 sec): 3 clusters
  Score: Raw -231371.348698 + Penalty 2581.383201 = -228789.965497
  nChanged 3
		SP:Iteration 34Q (13518.590000 sec): 3 clusters
  Score: Raw -231372.375267 + Penalty 2581.383201 = -228790.992067
  nChanged 2
		SP:Iteration 35Q (13518.770000 sec): 3 clusters
  Score: Raw -231373.073978 + Penalty 2581.383201 = -228791.690777
  nChanged 1
		SP:Iteration 36Q (13518.930000 sec): 3 clusters
  Score: Raw -231373.473643 + Penalty 2581.383201 = -228792.090442
  nChanged 1
		SP:Iteration 37Q (13519.090000 sec): 3 clusters
  Score: Raw -231373.689191 + Penalty 2581.383201 = -228792.305990
  nChanged 1
		SP:Iteration 38Q (13519.240000 sec): 3 clusters
  Score: Raw -231373.837310 + Penalty 2581.383201 = -228792.454109
  nChanged 0
		SP:Iteration 39F (13519.380000 sec): 3 clusters
  Score: Raw -231373.837310 + Penalty 2581.383201 = -228792.454109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13519.450000 sec): 2 clusters
  Score: Raw -79981.872458 + Penalty 1145.080183 = -78836.792275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13519.590000 sec): 3 clusters
  Score: Raw -79639.436345 + Penalty 2290.160365 = -77349.275980
  nChanged 358
		SP:Iteration 1F (13519.740000 sec): 3 clusters
  Score: Raw -80039.771671 + Penalty 2290.160365 = -77749.611305
  nChanged 120
		SP:Iteration 2F (13519.880000 sec): 3 clusters
  Score: Raw -80242.337427 + Penalty 2290.160365 = -77952.177062
  nChanged 84
		SP:Iteration 3F (13520.030000 sec): 3 clusters
  Score: Raw -80397.194795 + Penalty 2290.160365 = -78107.034430
  nChanged 60
		SP:Iteration 4F (13520.170000 sec): 3 clusters
  Score: Raw -80518.778138 + Penalty 2290.160365 = -78228.617773
  nChanged 59
		SP:Iteration 5F (13520.310000 sec): 3 clusters
  Score: Raw -80651.915806 + Penalty 2290.160365 = -78361.755441
  nChanged 49
		SP:Iteration 6Q (13520.530000 sec): 3 clusters
  Score: Raw -80755.140143 + Penalty 2290.160365 = -78464.979778
  nChanged 25
		SP:Iteration 7Q (13520.710000 sec): 3 clusters
  Score: Raw -80817.547317 + Penalty 2290.160365 = -78527.386952
  nChanged 32
		SP:Iteration 8Q (13520.890000 sec): 3 clusters
  Score: Raw -80875.101977 + Penalty 2290.160365 = -78584.941612
  nChanged 26
		SP:Iteration 9Q (13521.130000 sec): 3 clusters
  Score: Raw -80907.987388 + Penalty 2290.160365 = -78617.827022
  nChanged 23
		SP:Iteration 10Q (13521.270000 sec): 3 clusters
  Score: Raw -80940.061797 + Penalty 2290.160365 = -78649.901432
  nChanged 26
		SP:Iteration 11Q (13521.450000 sec): 3 clusters
  Score: Raw -80971.698331 + Penalty 2290.160365 = -78681.537966
  nChanged 14
		SP:Iteration 12Q (13521.640000 sec): 3 clusters
  Score: Raw -80985.831717 + Penalty 2290.160365 = -78695.671352
  nChanged 8
		SP:Iteration 13Q (13521.880000 sec): 3 clusters
  Score: Raw -80992.280424 + Penalty 2290.160365 = -78702.120059
  nChanged 5
		SP:Iteration 14Q (13522.060000 sec): 3 clusters
  Score: Raw -80997.056886 + Penalty 2290.160365 = -78706.896521
  nChanged 2
		SP:Iteration 15Q (13522.220000 sec): 3 clusters
  Score: Raw -80998.489473 + Penalty 2290.160365 = -78708.329108
  nChanged 2
		SP:Iteration 16Q (13522.410000 sec): 3 clusters
  Score: Raw -81000.701055 + Penalty 2290.160365 = -78710.540690
  nChanged 4
		SP:Iteration 17Q (13522.580000 sec): 3 clusters
  Score: Raw -81003.553745 + Penalty 2290.160365 = -78713.393380
  nChanged 2
		SP:Iteration 18Q (13522.780000 sec): 3 clusters
  Score: Raw -81006.830494 + Penalty 2290.160365 = -78716.670129
  nChanged 1
		SP:Iteration 19Q (13522.950000 sec): 3 clusters
  Score: Raw -81008.735327 + Penalty 2290.160365 = -78718.574961
  nChanged 1
		SP:Iteration 20F (13523.150000 sec): 3 clusters
  Score: Raw -81009.307976 + Penalty 2290.160365 = -78719.147611
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13523.240000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13523.420000 sec): 3 clusters
  Score: Raw -139539.111753 + Penalty 2422.972008 = -137116.139745
  nChanged 569
		SP:Iteration 1F (13523.590000 sec): 3 clusters
  Score: Raw -139946.918567 + Penalty 2422.972008 = -137523.946559
  nChanged 162
		SP:Iteration 2F (13523.750000 sec): 3 clusters
  Score: Raw -140163.848390 + Penalty 2422.972008 = -137740.876382
  nChanged 159
		SP:Iteration 3F (13523.940000 sec): 3 clusters
  Score: Raw -140387.283610 + Penalty 2422.972008 = -137964.311602
  nChanged 115
		SP:Iteration 4F (13524.130000 sec): 3 clusters
  Score: Raw -140525.013174 + Penalty 2422.972008 = -138102.041166
  nChanged 84
		SP:Iteration 5Q (13524.350000 sec): 3 clusters
  Score: Raw -140625.030723 + Penalty 2422.972008 = -138202.058715
  nChanged 65
		SP:Iteration 6Q (13524.510000 sec): 3 clusters
  Score: Raw -140688.496713 + Penalty 2422.972008 = -138265.524705
  nChanged 38
		SP:Iteration 7Q (13524.710000 sec): 3 clusters
  Score: Raw -140722.504569 + Penalty 2422.972008 = -138299.532561
  nChanged 30
		SP:Iteration 8Q (13524.890000 sec): 3 clusters
  Score: Raw -140747.744400 + Penalty 2422.972008 = -138324.772392
  nChanged 25
		SP:Iteration 9Q (13525.140000 sec): 3 clusters
  Score: Raw -140769.339479 + Penalty 2422.972008 = -138346.367471
  nChanged 19
		SP:Iteration 10Q (13525.290000 sec): 3 clusters
  Score: Raw -140788.441044 + Penalty 2422.972008 = -138365.469036
  nChanged 14
		SP:Iteration 11Q (13525.470000 sec): 3 clusters
  Score: Raw -140799.244156 + Penalty 2422.972008 = -138376.272149
  nChanged 11
		SP:Iteration 12Q (13525.700000 sec): 3 clusters
  Score: Raw -140809.024793 + Penalty 2422.972008 = -138386.052785
  nChanged 10
		SP:Iteration 13Q (13525.900000 sec): 3 clusters
  Score: Raw -140814.776311 + Penalty 2422.972008 = -138391.804303
  nChanged 7
		SP:Iteration 14Q (13526.120000 sec): 3 clusters
  Score: Raw -140820.095745 + Penalty 2422.972008 = -138397.123738
  nChanged 5
		SP:Iteration 15Q (13526.290000 sec): 3 clusters
  Score: Raw -140822.648243 + Penalty 2422.972008 = -138399.676235
  nChanged 4
		SP:Iteration 16Q (13526.490000 sec): 3 clusters
  Score: Raw -140824.163920 + Penalty 2422.972008 = -138401.191912
  nChanged 1
		SP:Iteration 17Q (13526.630000 sec): 3 clusters
  Score: Raw -140825.115246 + Penalty 2422.972008 = -138402.143238
  nChanged 0
		SP:Iteration 18F (13526.810000 sec): 3 clusters
  Score: Raw -140825.115246 + Penalty 2422.972008 = -138402.143238
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (89272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13527.250000 sec): 2 clusters
  Score: Raw -6862997.914462 + Penalty 1852.409515 = -6861145.504947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13527.820000 sec): 3 clusters
  Score: Raw -6805347.515326 + Penalty 3704.819030 = -6801642.696296
  nChanged 42296
		SP:Iteration 1F (13528.380000 sec): 3 clusters
  Score: Raw -6830791.904170 + Penalty 3704.819030 = -6827087.085140
  nChanged 4507
		SP:Iteration 2F (13528.990000 sec): 3 clusters
  Score: Raw -6832870.255345 + Penalty 3704.819030 = -6829165.436315
  nChanged 5349
		SP:Iteration 3F (13529.630000 sec): 3 clusters
  Score: Raw -6835928.554615 + Penalty 3704.819030 = -6832223.735585
  nChanged 6101
		SP:Iteration 4F (13530.160000 sec): 3 clusters
  Score: Raw -6839957.805000 + Penalty 3704.819030 = -6836252.985970
  nChanged 6272
		SP:Iteration 5F (13530.670000 sec): 3 clusters
  Score: Raw -6844421.314846 + Penalty 3704.819030 = -6840716.495816
  nChanged 5712
		SP:Iteration 6F (13531.180000 sec): 3 clusters
  Score: Raw -6848631.674493 + Penalty 3704.819030 = -6844926.855464
  nChanged 4756
		SP:Iteration 7F (13531.710000 sec): 3 clusters
  Score: Raw -6852015.037665 + Penalty 3704.819030 = -6848310.218635
  nChanged 3781
		SP:Iteration 8Q (13532.260000 sec): 3 clusters
  Score: Raw -6854394.741885 + Penalty 3704.819030 = -6850689.922855
  nChanged 2868
		SP:Iteration 9Q (13532.880000 sec): 3 clusters
  Score: Raw -6855891.357549 + Penalty 3704.819030 = -6852186.538520
  nChanged 2069
		SP:Iteration 10Q (13533.510000 sec): 3 clusters
  Score: Raw -6856814.272793 + Penalty 3704.819030 = -6853109.453764
  nChanged 1651
		SP:Iteration 11Q (13534.160000 sec): 3 clusters
  Score: Raw -6857518.309664 + Penalty 3704.819030 = -6853813.490635
  nChanged 1471
		SP:Iteration 12Q (13534.830000 sec): 3 clusters
  Score: Raw -6858165.758417 + Penalty 3704.819030 = -6854460.939387
  nChanged 1395
		SP:Iteration 13Q (13535.480000 sec): 3 clusters
  Score: Raw -6858781.104336 + Penalty 3704.819030 = -6855076.285306
  nChanged 1298
		SP:Iteration 14Q (13536.100000 sec): 3 clusters
  Score: Raw -6859361.007608 + Penalty 3704.819030 = -6855656.188579
  nChanged 1268
		SP:Iteration 15Q (13536.780000 sec): 3 clusters
  Score: Raw -6859960.224465 + Penalty 3704.819030 = -6856255.405435
  nChanged 1173
		SP:Iteration 16Q (13537.380000 sec): 3 clusters
  Score: Raw -6860521.737024 + Penalty 3704.819030 = -6856816.917994
  nChanged 1056
		SP:Iteration 17Q (13538.000000 sec): 3 clusters
  Score: Raw -6861028.461134 + Penalty 3704.819030 = -6857323.642104
  nChanged 994
		SP:Iteration 18Q (13538.650000 sec): 3 clusters
  Score: Raw -6861500.740314 + Penalty 3704.819030 = -6857795.921285
  nChanged 955
		SP:Iteration 19Q (13539.290000 sec): 3 clusters
  Score: Raw -6861974.149941 + Penalty 3704.819030 = -6858269.330912
  nChanged 863
		SP:Iteration 20F (13539.990000 sec): 3 clusters
  Score: Raw -6862456.770546 + Penalty 3704.819030 = -6858751.951516
  nChanged 771
		SP:Iteration 21Q (13540.660000 sec): 3 clusters
  Score: Raw -6862914.949454 + Penalty 3704.819030 = -6859210.130425
  nChanged 666
		SP:Iteration 22Q (13541.280000 sec): 3 clusters
  Score: Raw -6863332.470991 + Penalty 3704.819030 = -6859627.651961
  nChanged 573
		SP:Iteration 23Q (13541.880000 sec): 3 clusters
  Score: Raw -6863674.480581 + Penalty 3704.819030 = -6859969.661552
  nChanged 459
		SP:Iteration 24Q (13542.510000 sec): 3 clusters
  Score: Raw -6863914.691272 + Penalty 3704.819030 = -6860209.872243
  nChanged 349
		SP:Iteration 25Q (13543.100000 sec): 3 clusters
  Score: Raw -6864057.130501 + Penalty 3704.819030 = -6860352.311471
  nChanged 265
		SP:Iteration 26Q (13543.680000 sec): 3 clusters
  Score: Raw -6864152.282039 + Penalty 3704.819030 = -6860447.463009
  nChanged 204
		SP:Iteration 27Q (13544.240000 sec): 3 clusters
  Score: Raw -6864216.256180 + Penalty 3704.819030 = -6860511.437151
  nChanged 178
		SP:Iteration 28Q (13544.780000 sec): 3 clusters
  Score: Raw -6864267.335019 + Penalty 3704.819030 = -6860562.515989
  nChanged 151
		SP:Iteration 29Q (13545.340000 sec): 3 clusters
  Score: Raw -6864310.269653 + Penalty 3704.819030 = -6860605.450624
  nChanged 119
		SP:Iteration 30Q (13545.880000 sec): 3 clusters
  Score: Raw -6864348.059761 + Penalty 3704.819030 = -6860643.240732
  nChanged 119
		SP:Iteration 31Q (13546.380000 sec): 3 clusters
  Score: Raw -6864382.107225 + Penalty 3704.819030 = -6860677.288195
  nChanged 95
		SP:Iteration 32Q (13547.010000 sec): 3 clusters
  Score: Raw -6864402.959888 + Penalty 3704.819030 = -6860698.140858
  nChanged 64
		SP:Iteration 33Q (13547.550000 sec): 3 clusters
  Score: Raw -6864416.098052 + Penalty 3704.819030 = -6860711.279023
  nChanged 50
		SP:Iteration 34Q (13548.200000 sec): 3 clusters
  Score: Raw -6864425.852512 + Penalty 3704.819030 = -6860721.033482
  nChanged 34
		SP:Iteration 35Q (13548.790000 sec): 3 clusters
  Score: Raw -6864432.713916 + Penalty 3704.819030 = -6860727.894886
  nChanged 34
		SP:Iteration 36Q (13549.370000 sec): 3 clusters
  Score: Raw -6864438.484115 + Penalty 3704.819030 = -6860733.665085
  nChanged 38
		SP:Iteration 37Q (13549.890000 sec): 3 clusters
  Score: Raw -6864444.401556 + Penalty 3704.819030 = -6860739.582526
  nChanged 25
		SP:Iteration 38Q (13550.470000 sec): 3 clusters
  Score: Raw -6864448.093857 + Penalty 3704.819030 = -6860743.274827
  nChanged 26
		SP:Iteration 39Q (13551.130000 sec): 3 clusters
  Score: Raw -6864452.733003 + Penalty 3704.819030 = -6860747.913973
  nChanged 25
		SP:Iteration 40F (13551.810000 sec): 3 clusters
  Score: Raw -6864456.470139 + Penalty 3704.819030 = -6860751.651109
  nChanged 22
		SP:Iteration 41Q (13552.430000 sec): 3 clusters
  Score: Raw -6864459.892108 + Penalty 3704.819030 = -6860755.073078
  nChanged 16
		SP:Iteration 42Q (13553.000000 sec): 3 clusters
  Score: Raw -6864461.867259 + Penalty 3704.819030 = -6860757.048230
  nChanged 15
		SP:Iteration 43Q (13553.650000 sec): 3 clusters
  Score: Raw -6864463.353442 + Penalty 3704.819030 = -6860758.534413
  nChanged 10
		SP:Iteration 44Q (13554.260000 sec): 3 clusters
  Score: Raw -6864464.551414 + Penalty 3704.819030 = -6860759.732385
  nChanged 4
		SP:Iteration 45Q (13554.870000 sec): 3 clusters
  Score: Raw -6864464.878299 + Penalty 3704.819030 = -6860760.059270
  nChanged 1
		SP:Iteration 46Q (13555.500000 sec): 3 clusters
  Score: Raw -6864465.077325 + Penalty 3704.819030 = -6860760.258295
  nChanged 0
		SP:Iteration 47F (13556.100000 sec): 3 clusters
  Score: Raw -6864465.077325 + Penalty 3704.819030 = -6860760.258295
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13556.250000 sec): 2 clusters
  Score: Raw -794020.568352 + Penalty 1485.776267 = -792534.792085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13556.530000 sec): 3 clusters
  Score: Raw -788738.631408 + Penalty 2971.552535 = -785767.078873
  nChanged 4071
		SP:Iteration 1F (13556.760000 sec): 3 clusters
  Score: Raw -791001.135157 + Penalty 2971.552535 = -788029.582622
  nChanged 677
		SP:Iteration 2F (13556.960000 sec): 3 clusters
  Score: Raw -791375.295966 + Penalty 2971.552535 = -788403.743432
  nChanged 605
		SP:Iteration 3F (13557.160000 sec): 3 clusters
  Score: Raw -791732.670093 + Penalty 2971.552535 = -788761.117558
  nChanged 597
		SP:Iteration 4F (13557.430000 sec): 3 clusters
  Score: Raw -792154.561941 + Penalty 2971.552535 = -789183.009406
  nChanged 636
		SP:Iteration 5F (13557.640000 sec): 3 clusters
  Score: Raw -792652.525257 + Penalty 2971.552535 = -789680.972722
  nChanged 578
		SP:Iteration 6F (13557.890000 sec): 3 clusters
  Score: Raw -793102.620500 + Penalty 2971.552535 = -790131.067965
  nChanged 476
		SP:Iteration 7F (13558.090000 sec): 3 clusters
  Score: Raw -793497.555397 + Penalty 2971.552535 = -790526.002862
  nChanged 406
		SP:Iteration 8Q (13558.270000 sec): 3 clusters
  Score: Raw -793809.926332 + Penalty 2971.552535 = -790838.373797
  nChanged 307
		SP:Iteration 9Q (13558.450000 sec): 3 clusters
  Score: Raw -794027.822052 + Penalty 2971.552535 = -791056.269517
  nChanged 212
		SP:Iteration 10Q (13558.700000 sec): 3 clusters
  Score: Raw -794165.734070 + Penalty 2971.552535 = -791194.181535
  nChanged 129
		SP:Iteration 11Q (13558.880000 sec): 3 clusters
  Score: Raw -794238.253889 + Penalty 2971.552535 = -791266.701354
  nChanged 93
		SP:Iteration 12Q (13559.100000 sec): 3 clusters
  Score: Raw -794286.539840 + Penalty 2971.552535 = -791314.987305
  nChanged 72
		SP:Iteration 13Q (13559.330000 sec): 3 clusters
  Score: Raw -794329.617022 + Penalty 2971.552535 = -791358.064487
  nChanged 47
		SP:Iteration 14Q (13559.530000 sec): 3 clusters
  Score: Raw -794351.343314 + Penalty 2971.552535 = -791379.790779
  nChanged 32
		SP:Iteration 15Q (13559.730000 sec): 3 clusters
  Score: Raw -794366.343997 + Penalty 2971.552535 = -791394.791462
  nChanged 31
		SP:Iteration 16Q (13559.950000 sec): 3 clusters
  Score: Raw -794379.595142 + Penalty 2971.552535 = -791408.042607
  nChanged 24
		SP:Iteration 17Q (13560.160000 sec): 3 clusters
  Score: Raw -794388.755507 + Penalty 2971.552535 = -791417.202972
  nChanged 16
		SP:Iteration 18Q (13560.400000 sec): 3 clusters
  Score: Raw -794395.410728 + Penalty 2971.552535 = -791423.858194
  nChanged 14
		SP:Iteration 19Q (13560.610000 sec): 3 clusters
  Score: Raw -794403.027520 + Penalty 2971.552535 = -791431.474985
  nChanged 19
		SP:Iteration 20F (13560.840000 sec): 3 clusters
  Score: Raw -794411.219349 + Penalty 2971.552535 = -791439.666814
  nChanged 17
		SP:Iteration 21Q (13561.120000 sec): 3 clusters
  Score: Raw -794416.946290 + Penalty 2971.552535 = -791445.393755
  nChanged 10
		SP:Iteration 22Q (13561.380000 sec): 3 clusters
  Score: Raw -794421.386598 + Penalty 2971.552535 = -791449.834064
  nChanged 7
		SP:Iteration 23Q (13561.580000 sec): 3 clusters
  Score: Raw -794424.754803 + Penalty 2971.552535 = -791453.202268
  nChanged 10
		SP:Iteration 24Q (13561.830000 sec): 3 clusters
  Score: Raw -794429.235795 + Penalty 2971.552535 = -791457.683260
  nChanged 6
		SP:Iteration 25Q (13562.060000 sec): 3 clusters
  Score: Raw -794432.359618 + Penalty 2971.552535 = -791460.807083
  nChanged 5
		SP:Iteration 26Q (13562.300000 sec): 3 clusters
  Score: Raw -794434.924731 + Penalty 2971.552535 = -791463.372196
  nChanged 7
		SP:Iteration 27Q (13562.470000 sec): 3 clusters
  Score: Raw -794438.060990 + Penalty 2971.552535 = -791466.508456
  nChanged 5
		SP:Iteration 28Q (13562.720000 sec): 3 clusters
  Score: Raw -794439.820973 + Penalty 2971.552535 = -791468.268438
  nChanged 4
		SP:Iteration 29Q (13562.990000 sec): 3 clusters
  Score: Raw -794442.140232 + Penalty 2971.552535 = -791470.587697
  nChanged 6
		SP:Iteration 30Q (13563.200000 sec): 3 clusters
  Score: Raw -794444.847565 + Penalty 2971.552535 = -791473.295030
  nChanged 3
		SP:Iteration 31Q (13563.440000 sec): 3 clusters
  Score: Raw -794445.371701 + Penalty 2971.552535 = -791473.819166
  nChanged 1
		SP:Iteration 32Q (13563.660000 sec): 3 clusters
  Score: Raw -794445.878041 + Penalty 2971.552535 = -791474.325506
  nChanged 1
		SP:Iteration 33Q (13563.870000 sec): 3 clusters
  Score: Raw -794446.173211 + Penalty 2971.552535 = -791474.620676
  nChanged 1
		SP:Iteration 34Q (13564.020000 sec): 3 clusters
  Score: Raw -794447.273361 + Penalty 2971.552535 = -791475.720827
  nChanged 3
		SP:Iteration 35Q (13564.250000 sec): 3 clusters
  Score: Raw -794448.785689 + Penalty 2971.552535 = -791477.233154
  nChanged 3
		SP:Iteration 36Q (13564.410000 sec): 3 clusters
  Score: Raw -794450.627757 + Penalty 2971.552535 = -791479.075222
  nChanged 3
		SP:Iteration 37Q (13564.660000 sec): 3 clusters
  Score: Raw -794451.986461 + Penalty 2971.552535 = -791480.433927
  nChanged 4
		SP:Iteration 38Q (13564.870000 sec): 3 clusters
  Score: Raw -794453.869082 + Penalty 2971.552535 = -791482.316547
  nChanged 2
		SP:Iteration 39Q (13565.060000 sec): 3 clusters
  Score: Raw -794454.828521 + Penalty 2971.552535 = -791483.275986
  nChanged 2
		SP:Iteration 40F (13565.290000 sec): 3 clusters
  Score: Raw -794455.397604 + Penalty 2971.552535 = -791483.845070
  nChanged 1
		SP:Iteration 41Q (13565.440000 sec): 3 clusters
  Score: Raw -794455.547118 + Penalty 2971.552535 = -791483.994584
  nChanged 0
		SP:Iteration 42F (13565.700000 sec): 3 clusters
  Score: Raw -794455.547118 + Penalty 2971.552535 = -791483.994584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13565.750000 sec): 2 clusters
  Score: Raw -36595.490713 + Penalty 993.832470 = -35601.658243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13565.900000 sec): 3 clusters
  Score: Raw -36545.379174 + Penalty 1987.664941 = -34557.714234
  nChanged 88
		SP:Iteration 1F (13566.050000 sec): 3 clusters
  Score: Raw -36704.154004 + Penalty 1987.664941 = -34716.489063
  nChanged 22
		SP:Iteration 2Q (13566.190000 sec): 3 clusters
  Score: Raw -36756.816429 + Penalty 1987.664941 = -34769.151489
  nChanged 12
		SP:Iteration 3Q (13566.330000 sec): 3 clusters
  Score: Raw -36788.901069 + Penalty 1987.664941 = -34801.236128
  nChanged 8
		SP:Iteration 4Q (13566.550000 sec): 3 clusters
  Score: Raw -36809.509309 + Penalty 1987.664941 = -34821.844368
  nChanged 7
		SP:Iteration 5Q (13566.720000 sec): 3 clusters
  Score: Raw -36833.572359 + Penalty 1987.664941 = -34845.907418
  nChanged 7
		SP:Iteration 6Q (13566.850000 sec): 3 clusters
  Score: Raw -36864.491026 + Penalty 1987.664941 = -34876.826086
  nChanged 7
		SP:Iteration 7Q (13566.990000 sec): 3 clusters
  Score: Raw -36886.717015 + Penalty 1987.664941 = -34899.052074
  nChanged 8
		SP:Iteration 8Q (13567.130000 sec): 3 clusters
  Score: Raw -36905.095471 + Penalty 1987.664941 = -34917.430530
  nChanged 13
		SP:Iteration 9Q (13567.270000 sec): 3 clusters
  Score: Raw -36930.035614 + Penalty 1987.664941 = -34942.370674
  nChanged 11
		SP:Iteration 10Q (13567.420000 sec): 3 clusters
  Score: Raw -36959.896305 + Penalty 1987.664941 = -34972.231364
  nChanged 8
		SP:Iteration 11Q (13567.560000 sec): 3 clusters
  Score: Raw -36983.078560 + Penalty 1987.664941 = -34995.413619
  nChanged 7
		SP:Iteration 12Q (13567.710000 sec): 3 clusters
  Score: Raw -37004.506891 + Penalty 1987.664941 = -35016.841950
  nChanged 8
		SP:Iteration 13Q (13567.890000 sec): 3 clusters
  Score: Raw -37027.080051 + Penalty 1987.664941 = -35039.415110
  nChanged 5
		SP:Iteration 14Q (13568.070000 sec): 3 clusters
  Score: Raw -37036.167031 + Penalty 1987.664941 = -35048.502090
  nChanged 1
		SP:Iteration 15Q (13568.220000 sec): 3 clusters
  Score: Raw -37036.750473 + Penalty 1987.664941 = -35049.085532
  nChanged 0
		SP:Iteration 16F (13568.380000 sec): 3 clusters
  Score: Raw -37036.750473 + Penalty 1987.664941 = -35049.085532
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13568.490000 sec): 2 clusters
  Score: Raw -435293.073510 + Penalty 1405.079205 = -433887.994305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13568.760000 sec): 3 clusters
  Score: Raw -432330.517130 + Penalty 2810.158409 = -429520.358721
  nChanged 2299
		SP:Iteration 1F (13568.950000 sec): 3 clusters
  Score: Raw -433743.290564 + Penalty 2810.158409 = -430933.132155
  nChanged 493
		SP:Iteration 2F (13569.120000 sec): 3 clusters
  Score: Raw -434088.858993 + Penalty 2810.158409 = -431278.700584
  nChanged 398
		SP:Iteration 3F (13569.330000 sec): 3 clusters
  Score: Raw -434389.133961 + Penalty 2810.158409 = -431578.975552
  nChanged 352
		SP:Iteration 4F (13569.530000 sec): 3 clusters
  Score: Raw -434628.794676 + Penalty 2810.158409 = -431818.636267
  nChanged 298
		SP:Iteration 5F (13569.730000 sec): 3 clusters
  Score: Raw -434805.738293 + Penalty 2810.158409 = -431995.579884
  nChanged 214
		SP:Iteration 6Q (13569.920000 sec): 3 clusters
  Score: Raw -434933.272486 + Penalty 2810.158409 = -432123.114077
  nChanged 182
		SP:Iteration 7Q (13570.120000 sec): 3 clusters
  Score: Raw -435042.143775 + Penalty 2810.158409 = -432231.985366
  nChanged 180
		SP:Iteration 8Q (13570.320000 sec): 3 clusters
  Score: Raw -435148.508541 + Penalty 2810.158409 = -432338.350132
  nChanged 156
		SP:Iteration 9Q (13570.490000 sec): 3 clusters
  Score: Raw -435228.533102 + Penalty 2810.158409 = -432418.374693
  nChanged 133
		SP:Iteration 10Q (13570.670000 sec): 3 clusters
  Score: Raw -435298.046121 + Penalty 2810.158409 = -432487.887712
  nChanged 109
		SP:Iteration 11Q (13570.880000 sec): 3 clusters
  Score: Raw -435354.899024 + Penalty 2810.158409 = -432544.740615
  nChanged 82
		SP:Iteration 12Q (13571.130000 sec): 3 clusters
  Score: Raw -435393.640962 + Penalty 2810.158409 = -432583.482553
  nChanged 69
		SP:Iteration 13Q (13571.310000 sec): 3 clusters
  Score: Raw -435422.162195 + Penalty 2810.158409 = -432612.003786
  nChanged 53
		SP:Iteration 14Q (13571.570000 sec): 3 clusters
  Score: Raw -435443.803210 + Penalty 2810.158409 = -432633.644801
  nChanged 48
		SP:Iteration 15Q (13571.750000 sec): 3 clusters
  Score: Raw -435464.644385 + Penalty 2810.158409 = -432654.485976
  nChanged 42
		SP:Iteration 16Q (13571.950000 sec): 3 clusters
  Score: Raw -435477.920335 + Penalty 2810.158409 = -432667.761926
  nChanged 30
		SP:Iteration 17Q (13572.190000 sec): 3 clusters
  Score: Raw -435487.928688 + Penalty 2810.158409 = -432677.770279
  nChanged 26
		SP:Iteration 18Q (13572.380000 sec): 3 clusters
  Score: Raw -435497.137520 + Penalty 2810.158409 = -432686.979111
  nChanged 32
		SP:Iteration 19Q (13572.570000 sec): 3 clusters
  Score: Raw -435507.945592 + Penalty 2810.158409 = -432697.787183
  nChanged 28
		SP:Iteration 20F (13572.790000 sec): 3 clusters
  Score: Raw -435517.015469 + Penalty 2810.158409 = -432706.857060
  nChanged 23
		SP:Iteration 21Q (13572.980000 sec): 3 clusters
  Score: Raw -435527.261497 + Penalty 2810.158409 = -432717.103088
  nChanged 18
		SP:Iteration 22Q (13573.170000 sec): 3 clusters
  Score: Raw -435534.725311 + Penalty 2810.158409 = -432724.566902
  nChanged 13
		SP:Iteration 23Q (13573.370000 sec): 3 clusters
  Score: Raw -435538.130514 + Penalty 2810.158409 = -432727.972105
  nChanged 5
		SP:Iteration 24Q (13573.590000 sec): 3 clusters
  Score: Raw -435540.357187 + Penalty 2810.158409 = -432730.198778
  nChanged 5
		SP:Iteration 25Q (13573.830000 sec): 3 clusters
  Score: Raw -435541.457161 + Penalty 2810.158409 = -432731.298752
  nChanged 4
		SP:Iteration 26Q (13574.020000 sec): 3 clusters
  Score: Raw -435542.789621 + Penalty 2810.158409 = -432732.631212
  nChanged 5
		SP:Iteration 27Q (13574.250000 sec): 3 clusters
  Score: Raw -435544.930530 + Penalty 2810.158409 = -432734.772121
  nChanged 7
		SP:Iteration 28Q (13574.440000 sec): 3 clusters
  Score: Raw -435546.423154 + Penalty 2810.158409 = -432736.264745
  nChanged 6
		SP:Iteration 29Q (13574.650000 sec): 3 clusters
  Score: Raw -435547.606365 + Penalty 2810.158409 = -432737.447956
  nChanged 4
		SP:Iteration 30Q (13574.840000 sec): 3 clusters
  Score: Raw -435548.649100 + Penalty 2810.158409 = -432738.490691
  nChanged 0
		SP:Iteration 31F (13575.080000 sec): 3 clusters
  Score: Raw -435548.649100 + Penalty 2810.158409 = -432738.490691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13575.190000 sec): 2 clusters
  Score: Raw -353819.465108 + Penalty 1372.704823 = -352446.760285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13575.370000 sec): 3 clusters
  Score: Raw -351506.415243 + Penalty 2745.409646 = -348761.005596
  nChanged 1847
		SP:Iteration 1F (13575.560000 sec): 3 clusters
  Score: Raw -352671.145055 + Penalty 2745.409646 = -349925.735409
  nChanged 389
		SP:Iteration 2F (13575.720000 sec): 3 clusters
  Score: Raw -352943.535880 + Penalty 2745.409646 = -350198.126233
  nChanged 302
		SP:Iteration 3F (13575.890000 sec): 3 clusters
  Score: Raw -353182.016510 + Penalty 2745.409646 = -350436.606863
  nChanged 295
		SP:Iteration 4F (13576.060000 sec): 3 clusters
  Score: Raw -353455.063211 + Penalty 2745.409646 = -350709.653564
  nChanged 271
		SP:Iteration 5F (13576.230000 sec): 3 clusters
  Score: Raw -353690.784063 + Penalty 2745.409646 = -350945.374417
  nChanged 239
		SP:Iteration 6F (13576.400000 sec): 3 clusters
  Score: Raw -353871.387163 + Penalty 2745.409646 = -351125.977516
  nChanged 202
		SP:Iteration 7Q (13576.550000 sec): 3 clusters
  Score: Raw -353993.612546 + Penalty 2745.409646 = -351248.202899
  nChanged 151
		SP:Iteration 8Q (13576.690000 sec): 3 clusters
  Score: Raw -354083.187256 + Penalty 2745.409646 = -351337.777609
  nChanged 116
		SP:Iteration 9Q (13576.860000 sec): 3 clusters
  Score: Raw -354162.542017 + Penalty 2745.409646 = -351417.132371
  nChanged 100
		SP:Iteration 10Q (13577.060000 sec): 3 clusters
  Score: Raw -354229.285853 + Penalty 2745.409646 = -351483.876207
  nChanged 86
		SP:Iteration 11Q (13577.240000 sec): 3 clusters
  Score: Raw -354276.717720 + Penalty 2745.409646 = -351531.308073
  nChanged 67
		SP:Iteration 12Q (13577.430000 sec): 3 clusters
  Score: Raw -354309.140875 + Penalty 2745.409646 = -351563.731229
  nChanged 52
		SP:Iteration 13Q (13577.670000 sec): 3 clusters
  Score: Raw -354335.925541 + Penalty 2745.409646 = -351590.515895
  nChanged 54
		SP:Iteration 14Q (13577.850000 sec): 3 clusters
  Score: Raw -354359.484295 + Penalty 2745.409646 = -351614.074648
  nChanged 36
		SP:Iteration 15Q (13578.070000 sec): 3 clusters
  Score: Raw -354372.802572 + Penalty 2745.409646 = -351627.392925
  nChanged 37
		SP:Iteration 16Q (13578.220000 sec): 3 clusters
  Score: Raw -354387.492527 + Penalty 2745.409646 = -351642.082880
  nChanged 29
		SP:Iteration 17Q (13578.450000 sec): 3 clusters
  Score: Raw -354400.338744 + Penalty 2745.409646 = -351654.929098
  nChanged 29
		SP:Iteration 18Q (13578.630000 sec): 3 clusters
  Score: Raw -354408.231527 + Penalty 2745.409646 = -351662.821880
  nChanged 20
		SP:Iteration 19Q (13578.830000 sec): 3 clusters
  Score: Raw -354414.916781 + Penalty 2745.409646 = -351669.507135
  nChanged 16
		SP:Iteration 20F (13579.030000 sec): 3 clusters
  Score: Raw -354419.710969 + Penalty 2745.409646 = -351674.301322
  nChanged 16
		SP:Iteration 21Q (13579.240000 sec): 3 clusters
  Score: Raw -354424.668791 + Penalty 2745.409646 = -351679.259144
  nChanged 22
		SP:Iteration 22Q (13579.470000 sec): 3 clusters
  Score: Raw -354432.447271 + Penalty 2745.409646 = -351687.037625
  nChanged 16
		SP:Iteration 23Q (13579.680000 sec): 3 clusters
  Score: Raw -354438.226425 + Penalty 2745.409646 = -351692.816778
  nChanged 10
		SP:Iteration 24Q (13579.860000 sec): 3 clusters
  Score: Raw -354441.630498 + Penalty 2745.409646 = -351696.220852
  nChanged 10
		SP:Iteration 25Q (13580.050000 sec): 3 clusters
  Score: Raw -354447.820025 + Penalty 2745.409646 = -351702.410378
  nChanged 13
		SP:Iteration 26Q (13580.260000 sec): 3 clusters
  Score: Raw -354458.041346 + Penalty 2745.409646 = -351712.631700
  nChanged 15
		SP:Iteration 27Q (13580.400000 sec): 3 clusters
  Score: Raw -354463.844167 + Penalty 2745.409646 = -351718.434520
  nChanged 15
		SP:Iteration 28Q (13580.610000 sec): 3 clusters
  Score: Raw -354468.801047 + Penalty 2745.409646 = -351723.391400
  nChanged 10
		SP:Iteration 29Q (13580.800000 sec): 3 clusters
  Score: Raw -354472.182545 + Penalty 2745.409646 = -351726.772899
  nChanged 14
		SP:Iteration 30Q (13581.030000 sec): 3 clusters
  Score: Raw -354478.787279 + Penalty 2745.409646 = -351733.377632
  nChanged 22
		SP:Iteration 31Q (13581.250000 sec): 3 clusters
  Score: Raw -354487.367481 + Penalty 2745.409646 = -351741.957835
  nChanged 25
		SP:Iteration 32Q (13581.420000 sec): 3 clusters
  Score: Raw -354498.649305 + Penalty 2745.409646 = -351753.239659
  nChanged 21
		SP:Iteration 33Q (13581.640000 sec): 3 clusters
  Score: Raw -354505.903773 + Penalty 2745.409646 = -351760.494127
  nChanged 18
		SP:Iteration 34Q (13581.840000 sec): 3 clusters
  Score: Raw -354512.252583 + Penalty 2745.409646 = -351766.842937
  nChanged 19
		SP:Iteration 35Q (13582.090000 sec): 3 clusters
  Score: Raw -354519.404174 + Penalty 2745.409646 = -351773.994527
  nChanged 16
		SP:Iteration 36Q (13582.310000 sec): 3 clusters
  Score: Raw -354525.574099 + Penalty 2745.409646 = -351780.164453
  nChanged 20
		SP:Iteration 37Q (13582.530000 sec): 3 clusters
  Score: Raw -354531.450239 + Penalty 2745.409646 = -351786.040593
  nChanged 14
		SP:Iteration 38Q (13582.700000 sec): 3 clusters
  Score: Raw -354535.424843 + Penalty 2745.409646 = -351790.015197
  nChanged 14
		SP:Iteration 39Q (13582.920000 sec): 3 clusters
  Score: Raw -354544.143138 + Penalty 2745.409646 = -351798.733492
  nChanged 25
		SP:Iteration 40F (13583.120000 sec): 3 clusters
  Score: Raw -354556.189533 + Penalty 2745.409646 = -351810.779886
  nChanged 20
		SP:Iteration 41Q (13583.330000 sec): 3 clusters
  Score: Raw -354566.583060 + Penalty 2745.409646 = -351821.173413
  nChanged 24
		SP:Iteration 42Q (13583.520000 sec): 3 clusters
  Score: Raw -354582.186611 + Penalty 2745.409646 = -351836.776964
  nChanged 38
		SP:Iteration 43Q (13583.720000 sec): 3 clusters
  Score: Raw -354612.348744 + Penalty 2745.409646 = -351866.939098
  nChanged 35
		SP:Iteration 44Q (13583.880000 sec): 3 clusters
  Score: Raw -354631.734994 + Penalty 2745.409646 = -351886.325347
  nChanged 29
		SP:Iteration 45Q (13584.030000 sec): 3 clusters
  Score: Raw -354641.604966 + Penalty 2745.409646 = -351896.195319
  nChanged 20
		SP:Iteration 46Q (13584.200000 sec): 3 clusters
  Score: Raw -354649.264174 + Penalty 2745.409646 = -351903.854528
  nChanged 16
		SP:Iteration 47Q (13584.420000 sec): 3 clusters
  Score: Raw -354660.493025 + Penalty 2745.409646 = -351915.083378
  nChanged 19
		SP:Iteration 48Q (13584.610000 sec): 3 clusters
  Score: Raw -354667.051267 + Penalty 2745.409646 = -351921.641620
  nChanged 6
		SP:Iteration 49Q (13584.790000 sec): 3 clusters
  Score: Raw -354668.329224 + Penalty 2745.409646 = -351922.919577
  nChanged 4
		SP:Iteration 50Q (13584.980000 sec): 3 clusters
  Score: Raw -354669.502575 + Penalty 2745.409646 = -351924.092929
  nChanged 3
		SP:Iteration 51Q (13585.200000 sec): 3 clusters
  Score: Raw -354670.249858 + Penalty 2745.409646 = -351924.840211
  nChanged 5
		SP:Iteration 52Q (13585.400000 sec): 3 clusters
  Score: Raw -354672.186880 + Penalty 2745.409646 = -351926.777234
  nChanged 6
		SP:Iteration 53Q (13585.620000 sec): 3 clusters
  Score: Raw -354674.263183 + Penalty 2745.409646 = -351928.853537
  nChanged 9
		SP:Iteration 54Q (13585.760000 sec): 3 clusters
  Score: Raw -354679.393413 + Penalty 2745.409646 = -351933.983767
  nChanged 9
		SP:Iteration 55Q (13585.960000 sec): 3 clusters
  Score: Raw -354683.830221 + Penalty 2745.409646 = -351938.420574
  nChanged 8
		SP:Iteration 56Q (13586.130000 sec): 3 clusters
  Score: Raw -354687.783184 + Penalty 2745.409646 = -351942.373538
  nChanged 9
		SP:Iteration 57Q (13586.350000 sec): 3 clusters
  Score: Raw -354693.684683 + Penalty 2745.409646 = -351948.275036
  nChanged 11
		SP:Iteration 58Q (13586.540000 sec): 3 clusters
  Score: Raw -354699.372589 + Penalty 2745.409646 = -351953.962943
  nChanged 16
		SP:Iteration 59Q (13586.700000 sec): 3 clusters
  Score: Raw -354708.789877 + Penalty 2745.409646 = -351963.380231
  nChanged 11
		SP:Iteration 60F (13586.880000 sec): 3 clusters
  Score: Raw -354713.091121 + Penalty 2745.409646 = -351967.681475
  nChanged 6
		SP:Iteration 61Q (13587.050000 sec): 3 clusters
  Score: Raw -354715.381944 + Penalty 2745.409646 = -351969.972298
  nChanged 4
		SP:Iteration 62Q (13587.220000 sec): 3 clusters
  Score: Raw -354716.343259 + Penalty 2745.409646 = -351970.933612
  nChanged 0
		SP:Iteration 63F (13587.390000 sec): 3 clusters
  Score: Raw -354716.343259 + Penalty 2745.409646 = -351970.933612
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13587.480000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13587.660000 sec): 3 clusters
  Score: Raw -42190.052346 + Penalty 2062.901493 = -40127.150853
  nChanged 142
		SP:Iteration 1F (13587.840000 sec): 3 clusters
  Score: Raw -42433.050779 + Penalty 2062.901493 = -40370.149285
  nChanged 42
		SP:Iteration 2F (13588.010000 sec): 3 clusters
  Score: Raw -42504.014072 + Penalty 2062.901493 = -40441.112579
  nChanged 21
		SP:Iteration 3Q (13588.180000 sec): 3 clusters
  Score: Raw -42535.288510 + Penalty 2062.901493 = -40472.387017
  nChanged 17
		SP:Iteration 4Q (13588.350000 sec): 3 clusters
  Score: Raw -42556.522574 + Penalty 2062.901493 = -40493.621081
  nChanged 6
		SP:Iteration 5Q (13588.520000 sec): 3 clusters
  Score: Raw -42565.040896 + Penalty 2062.901493 = -40502.139403
  nChanged 6
		SP:Iteration 6Q (13588.680000 sec): 3 clusters
  Score: Raw -42576.090256 + Penalty 2062.901493 = -40513.188763
  nChanged 7
		SP:Iteration 7Q (13588.850000 sec): 3 clusters
  Score: Raw -42586.824063 + Penalty 2062.901493 = -40523.922570
  nChanged 7
		SP:Iteration 8Q (13589.010000 sec): 3 clusters
  Score: Raw -42597.127125 + Penalty 2062.901493 = -40534.225632
  nChanged 7
		SP:Iteration 9Q (13589.170000 sec): 3 clusters
  Score: Raw -42609.135678 + Penalty 2062.901493 = -40546.234185
  nChanged 5
		SP:Iteration 10Q (13589.350000 sec): 3 clusters
  Score: Raw -42621.287442 + Penalty 2062.901493 = -40558.385949
  nChanged 5
		SP:Iteration 11Q (13589.520000 sec): 3 clusters
  Score: Raw -42629.894714 + Penalty 2062.901493 = -40566.993221
  nChanged 4
		SP:Iteration 12Q (13589.700000 sec): 3 clusters
  Score: Raw -42635.928963 + Penalty 2062.901493 = -40573.027470
  nChanged 2
		SP:Iteration 13Q (13589.890000 sec): 3 clusters
  Score: Raw -42639.489984 + Penalty 2062.901493 = -40576.588491
  nChanged 1
		SP:Iteration 14Q (13590.080000 sec): 3 clusters
  Score: Raw -42640.297875 + Penalty 2062.901493 = -40577.396382
  nChanged 0
		SP:Iteration 15F (13590.240000 sec): 3 clusters
  Score: Raw -42640.297875 + Penalty 2062.901493 = -40577.396382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13590.370000 sec): 2 clusters
  Score: Raw -1492966.699453 + Penalty 1593.517337 = -1491373.182115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13590.650000 sec): 3 clusters
  Score: Raw -1482243.639803 + Penalty 3187.034674 = -1479056.605128
  nChanged 8091
		SP:Iteration 1F (13590.960000 sec): 3 clusters
  Score: Raw -1486586.250023 + Penalty 3187.034674 = -1483399.215349
  nChanged 992
		SP:Iteration 2F (13591.220000 sec): 3 clusters
  Score: Raw -1486993.366730 + Penalty 3187.034674 = -1483806.332055
  nChanged 981
		SP:Iteration 3F (13591.490000 sec): 3 clusters
  Score: Raw -1487466.505458 + Penalty 3187.034674 = -1484279.470783
  nChanged 1111
		SP:Iteration 4F (13591.730000 sec): 3 clusters
  Score: Raw -1488092.174495 + Penalty 3187.034674 = -1484905.139821
  nChanged 1241
		SP:Iteration 5F (13591.990000 sec): 3 clusters
  Score: Raw -1488950.241124 + Penalty 3187.034674 = -1485763.206450
  nChanged 1377
		SP:Iteration 6F (13592.300000 sec): 3 clusters
  Score: Raw -1490077.049327 + Penalty 3187.034674 = -1486890.014652
  nChanged 1196
		SP:Iteration 7F (13592.590000 sec): 3 clusters
  Score: Raw -1491108.344373 + Penalty 3187.034674 = -1487921.309699
  nChanged 916
		SP:Iteration 8F (13592.840000 sec): 3 clusters
  Score: Raw -1491953.447348 + Penalty 3187.034674 = -1488766.412674
  nChanged 601
		SP:Iteration 9Q (13593.150000 sec): 3 clusters
  Score: Raw -1492524.541512 + Penalty 3187.034674 = -1489337.506838
  nChanged 301
		SP:Iteration 10Q (13593.400000 sec): 3 clusters
  Score: Raw -1492815.655772 + Penalty 3187.034674 = -1489628.621098
  nChanged 147
		SP:Iteration 11Q (13593.640000 sec): 3 clusters
  Score: Raw -1492982.027439 + Penalty 3187.034674 = -1489794.992765
  nChanged 72
		SP:Iteration 12Q (13593.900000 sec): 3 clusters
  Score: Raw -1493067.642332 + Penalty 3187.034674 = -1489880.607657
  nChanged 33
		SP:Iteration 13Q (13594.100000 sec): 3 clusters
  Score: Raw -1493105.546380 + Penalty 3187.034674 = -1489918.511706
  nChanged 11
		SP:Iteration 14Q (13594.340000 sec): 3 clusters
  Score: Raw -1493117.366447 + Penalty 3187.034674 = -1489930.331773
  nChanged 10
		SP:Iteration 15Q (13594.560000 sec): 3 clusters
  Score: Raw -1493128.384293 + Penalty 3187.034674 = -1489941.349619
  nChanged 8
		SP:Iteration 16Q (13594.790000 sec): 3 clusters
  Score: Raw -1493140.273897 + Penalty 3187.034674 = -1489953.239222
  nChanged 6
		SP:Iteration 17Q (13595.020000 sec): 3 clusters
  Score: Raw -1493148.339194 + Penalty 3187.034674 = -1489961.304520
  nChanged 3
		SP:Iteration 18Q (13595.260000 sec): 3 clusters
  Score: Raw -1493151.546488 + Penalty 3187.034674 = -1489964.511814
  nChanged 1
		SP:Iteration 19Q (13595.510000 sec): 3 clusters
  Score: Raw -1493152.223547 + Penalty 3187.034674 = -1489965.188873
  nChanged 1
		SP:Iteration 20F (13595.750000 sec): 3 clusters
  Score: Raw -1493153.842844 + Penalty 3187.034674 = -1489966.808170
  nChanged 1
		SP:Iteration 21Q (13596.000000 sec): 3 clusters
  Score: Raw -1493154.828576 + Penalty 3187.034674 = -1489967.793901
  nChanged 2
		SP:Iteration 22Q (13596.220000 sec): 3 clusters
  Score: Raw -1493157.170775 + Penalty 3187.034674 = -1489970.136101
  nChanged 4
		SP:Iteration 23Q (13596.460000 sec): 3 clusters
  Score: Raw -1493163.000743 + Penalty 3187.034674 = -1489975.966068
  nChanged 3
		SP:Iteration 24Q (13596.690000 sec): 3 clusters
  Score: Raw -1493170.039784 + Penalty 3187.034674 = -1489983.005109
  nChanged 6
		SP:Iteration 25Q (13596.930000 sec): 3 clusters
  Score: Raw -1493180.372833 + Penalty 3187.034674 = -1489993.338159
  nChanged 3
		SP:Iteration 26Q (13597.220000 sec): 3 clusters
  Score: Raw -1493184.181251 + Penalty 3187.034674 = -1489997.146576
  nChanged 1
		SP:Iteration 27Q (13597.410000 sec): 3 clusters
  Score: Raw -1493185.367811 + Penalty 3187.034674 = -1489998.333137
  nChanged 0
		SP:Iteration 28F (13597.670000 sec): 3 clusters
  Score: Raw -1493185.367811 + Penalty 3187.034674 = -1489998.333137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13597.800000 sec): 2 clusters
  Score: Raw -62259.255314 + Penalty 1092.231676 = -61167.023637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13597.880000 sec): 3 clusters
  Score: Raw -62009.473870 + Penalty 2184.463353 = -59825.010518
  nChanged 223
		SP:Iteration 1F (13598.060000 sec): 3 clusters
  Score: Raw -62230.866200 + Penalty 2184.463353 = -60046.402847
  nChanged 60
		SP:Iteration 2F (13598.210000 sec): 3 clusters
  Score: Raw -62297.086379 + Penalty 2184.463353 = -60112.623027
  nChanged 33
		SP:Iteration 3Q (13598.400000 sec): 3 clusters
  Score: Raw -62344.939855 + Penalty 2184.463353 = -60160.476502
  nChanged 26
		SP:Iteration 4Q (13598.540000 sec): 3 clusters
  Score: Raw -62371.726675 + Penalty 2184.463353 = -60187.263322
  nChanged 11
		SP:Iteration 5Q (13598.720000 sec): 3 clusters
  Score: Raw -62387.698662 + Penalty 2184.463353 = -60203.235309
  nChanged 10
		SP:Iteration 6Q (13598.920000 sec): 3 clusters
  Score: Raw -62399.487398 + Penalty 2184.463353 = -60215.024045
  nChanged 8
		SP:Iteration 7Q (13599.100000 sec): 3 clusters
  Score: Raw -62411.536472 + Penalty 2184.463353 = -60227.073119
  nChanged 8
		SP:Iteration 8Q (13599.280000 sec): 3 clusters
  Score: Raw -62420.449396 + Penalty 2184.463353 = -60235.986043
  nChanged 9
		SP:Iteration 9Q (13599.430000 sec): 3 clusters
  Score: Raw -62428.080470 + Penalty 2184.463353 = -60243.617117
  nChanged 3
		SP:Iteration 10Q (13599.570000 sec): 3 clusters
  Score: Raw -62431.870611 + Penalty 2184.463353 = -60247.407258
  nChanged 9
		SP:Iteration 11Q (13599.750000 sec): 3 clusters
  Score: Raw -62447.627922 + Penalty 2184.463353 = -60263.164569
  nChanged 9
		SP:Iteration 12Q (13599.940000 sec): 3 clusters
  Score: Raw -62455.392336 + Penalty 2184.463353 = -60270.928983
  nChanged 3
		SP:Iteration 13Q (13600.100000 sec): 3 clusters
  Score: Raw -62458.003294 + Penalty 2184.463353 = -60273.539941
  nChanged 3
		SP:Iteration 14Q (13600.290000 sec): 3 clusters
  Score: Raw -62461.709754 + Penalty 2184.463353 = -60277.246402
  nChanged 2
		SP:Iteration 15Q (13600.460000 sec): 3 clusters
  Score: Raw -62468.061511 + Penalty 2184.463353 = -60283.598158
  nChanged 6
		SP:Iteration 16Q (13600.620000 sec): 3 clusters
  Score: Raw -62477.749516 + Penalty 2184.463353 = -60293.286163
  nChanged 6
		SP:Iteration 17Q (13600.810000 sec): 3 clusters
  Score: Raw -62483.604948 + Penalty 2184.463353 = -60299.141596
  nChanged 1
		SP:Iteration 18Q (13600.990000 sec): 3 clusters
  Score: Raw -62484.869066 + Penalty 2184.463353 = -60300.405713
  nChanged 1
		SP:Iteration 19Q (13601.160000 sec): 3 clusters
  Score: Raw -62487.804252 + Penalty 2184.463353 = -60303.340899
  nChanged 2
		SP:Iteration 20F (13601.340000 sec): 3 clusters
  Score: Raw -62489.084959 + Penalty 2184.463353 = -60304.621607
  nChanged 2
		SP:Iteration 21Q (13601.520000 sec): 3 clusters
  Score: Raw -62490.557021 + Penalty 2184.463353 = -60306.093668
  nChanged 1
		SP:Iteration 22Q (13601.680000 sec): 3 clusters
  Score: Raw -62491.354559 + Penalty 2184.463353 = -60306.891206
  nChanged 0
		SP:Iteration 23F (13601.850000 sec): 3 clusters
  Score: Raw -62491.354559 + Penalty 2184.463353 = -60306.891206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (8950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13602.020000 sec): 2 clusters
  Score: Raw -749409.577495 + Penalty 1478.653932 = -747930.923563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13602.240000 sec): 3 clusters
  Score: Raw -744414.807540 + Penalty 2957.307864 = -741457.499676
  nChanged 3754
		SP:Iteration 1F (13602.380000 sec): 3 clusters
  Score: Raw -746474.156948 + Penalty 2957.307864 = -743516.849085
  nChanged 625
		SP:Iteration 2F (13602.560000 sec): 3 clusters
  Score: Raw -746842.393662 + Penalty 2957.307864 = -743885.085798
  nChanged 593
		SP:Iteration 3F (13602.760000 sec): 3 clusters
  Score: Raw -747193.570669 + Penalty 2957.307864 = -744236.262805
  nChanged 557
		SP:Iteration 4F (13602.980000 sec): 3 clusters
  Score: Raw -747504.740756 + Penalty 2957.307864 = -744547.432892
  nChanged 443
		SP:Iteration 5Q (13603.220000 sec): 3 clusters
  Score: Raw -747736.243256 + Penalty 2957.307864 = -744778.935392
  nChanged 423
		SP:Iteration 6Q (13603.410000 sec): 3 clusters
  Score: Raw -747963.270063 + Penalty 2957.307864 = -745005.962200
  nChanged 357
		SP:Iteration 7Q (13603.600000 sec): 3 clusters
  Score: Raw -748146.801046 + Penalty 2957.307864 = -745189.493183
  nChanged 327
		SP:Iteration 8Q (13603.800000 sec): 3 clusters
  Score: Raw -748314.130721 + Penalty 2957.307864 = -745356.822857
  nChanged 291
		SP:Iteration 9Q (13604.030000 sec): 3 clusters
  Score: Raw -748474.419362 + Penalty 2957.307864 = -745517.111499
  nChanged 281
		SP:Iteration 10Q (13604.230000 sec): 3 clusters
  Score: Raw -748633.052293 + Penalty 2957.307864 = -745675.744429
  nChanged 261
		SP:Iteration 11Q (13604.420000 sec): 3 clusters
  Score: Raw -748773.839402 + Penalty 2957.307864 = -745816.531538
  nChanged 233
		SP:Iteration 12Q (13604.660000 sec): 3 clusters
  Score: Raw -748889.506330 + Penalty 2957.307864 = -745932.198466
  nChanged 232
		SP:Iteration 13Q (13604.850000 sec): 3 clusters
  Score: Raw -749012.669386 + Penalty 2957.307864 = -746055.361523
  nChanged 210
		SP:Iteration 14Q (13605.040000 sec): 3 clusters
  Score: Raw -749132.436519 + Penalty 2957.307864 = -746175.128655
  nChanged 196
		SP:Iteration 15Q (13605.250000 sec): 3 clusters
  Score: Raw -749250.074016 + Penalty 2957.307864 = -746292.766152
  nChanged 186
		SP:Iteration 16Q (13605.460000 sec): 3 clusters
  Score: Raw -749349.093724 + Penalty 2957.307864 = -746391.785860
  nChanged 167
		SP:Iteration 17Q (13605.640000 sec): 3 clusters
  Score: Raw -749446.341075 + Penalty 2957.307864 = -746489.033211
  nChanged 137
		SP:Iteration 18Q (13605.840000 sec): 3 clusters
  Score: Raw -749513.023295 + Penalty 2957.307864 = -746555.715431
  nChanged 108
		SP:Iteration 19Q (13606.060000 sec): 3 clusters
  Score: Raw -749560.446663 + Penalty 2957.307864 = -746603.138799
  nChanged 103
		SP:Iteration 20F (13606.220000 sec): 3 clusters
  Score: Raw -749601.384179 + Penalty 2957.307864 = -746644.076316
  nChanged 92
		SP:Iteration 21Q (13606.440000 sec): 3 clusters
  Score: Raw -749637.620792 + Penalty 2957.307864 = -746680.312928
  nChanged 76
		SP:Iteration 22Q (13606.680000 sec): 3 clusters
  Score: Raw -749662.810011 + Penalty 2957.307864 = -746705.502147
  nChanged 83
		SP:Iteration 23Q (13606.860000 sec): 3 clusters
  Score: Raw -749691.384857 + Penalty 2957.307864 = -746734.076993
  nChanged 64
		SP:Iteration 24Q (13607.100000 sec): 3 clusters
  Score: Raw -749713.310401 + Penalty 2957.307864 = -746756.002538
  nChanged 53
		SP:Iteration 25Q (13607.260000 sec): 3 clusters
  Score: Raw -749733.188761 + Penalty 2957.307864 = -746775.880897
  nChanged 48
		SP:Iteration 26Q (13607.460000 sec): 3 clusters
  Score: Raw -749748.109331 + Penalty 2957.307864 = -746790.801467
  nChanged 38
		SP:Iteration 27Q (13607.670000 sec): 3 clusters
  Score: Raw -749758.332015 + Penalty 2957.307864 = -746801.024151
  nChanged 33
		SP:Iteration 28Q (13607.920000 sec): 3 clusters
  Score: Raw -749766.595415 + Penalty 2957.307864 = -746809.287551
  nChanged 30
		SP:Iteration 29Q (13608.110000 sec): 3 clusters
  Score: Raw -749776.381295 + Penalty 2957.307864 = -746819.073431
  nChanged 31
		SP:Iteration 30Q (13608.290000 sec): 3 clusters
  Score: Raw -749783.417589 + Penalty 2957.307864 = -746826.109725
  nChanged 19
		SP:Iteration 31Q (13608.480000 sec): 3 clusters
  Score: Raw -749787.934598 + Penalty 2957.307864 = -746830.626735
  nChanged 13
		SP:Iteration 32Q (13608.700000 sec): 3 clusters
  Score: Raw -749790.401484 + Penalty 2957.307864 = -746833.093620
  nChanged 8
		SP:Iteration 33Q (13608.920000 sec): 3 clusters
  Score: Raw -749791.451677 + Penalty 2957.307864 = -746834.143813
  nChanged 6
		SP:Iteration 34Q (13609.130000 sec): 3 clusters
  Score: Raw -749792.324549 + Penalty 2957.307864 = -746835.016685
  nChanged 3
		SP:Iteration 35Q (13609.360000 sec): 3 clusters
  Score: Raw -749792.930032 + Penalty 2957.307864 = -746835.622168
  nChanged 4
		SP:Iteration 36Q (13609.550000 sec): 3 clusters
  Score: Raw -749793.760056 + Penalty 2957.307864 = -746836.452193
  nChanged 3
		SP:Iteration 37Q (13609.800000 sec): 3 clusters
  Score: Raw -749794.149518 + Penalty 2957.307864 = -746836.841655
  nChanged 2
		SP:Iteration 38Q (13610.030000 sec): 3 clusters
  Score: Raw -749794.379289 + Penalty 2957.307864 = -746837.071426
  nChanged 0
		SP:Iteration 39F (13610.230000 sec): 3 clusters
  Score: Raw -749794.379289 + Penalty 2957.307864 = -746837.071426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13610.350000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13610.500000 sec): 3 clusters
  Score: Raw -63712.935568 + Penalty 2160.919979 = -61552.015589
  nChanged 214
		SP:Iteration 1F (13610.680000 sec): 3 clusters
  Score: Raw -63917.703148 + Penalty 2160.919979 = -61756.783169
  nChanged 43
		SP:Iteration 2F (13610.860000 sec): 3 clusters
  Score: Raw -63958.602209 + Penalty 2160.919979 = -61797.682230
  nChanged 23
		SP:Iteration 3Q (13611.040000 sec): 3 clusters
  Score: Raw -63992.296517 + Penalty 2160.919979 = -61831.376538
  nChanged 16
		SP:Iteration 4Q (13611.160000 sec): 3 clusters
  Score: Raw -64013.832295 + Penalty 2160.919979 = -61852.912317
  nChanged 9
		SP:Iteration 5Q (13611.350000 sec): 3 clusters
  Score: Raw -64022.423786 + Penalty 2160.919979 = -61861.503807
  nChanged 3
		SP:Iteration 6Q (13611.540000 sec): 3 clusters
  Score: Raw -64025.054203 + Penalty 2160.919979 = -61864.134225
  nChanged 1
		SP:Iteration 7Q (13611.680000 sec): 3 clusters
  Score: Raw -64025.533075 + Penalty 2160.919979 = -61864.613097
  nChanged 0
		SP:Iteration 8F (13611.840000 sec): 3 clusters
  Score: Raw -64025.533075 + Penalty 2160.919979 = -61864.613097
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13611.960000 sec): 2 clusters
  Score: Raw -331529.634678 + Penalty 1356.944871 = -330172.689808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13612.160000 sec): 3 clusters
  Score: Raw -329407.865980 + Penalty 2713.889741 = -326693.976239
  nChanged 1665
		SP:Iteration 1F (13612.290000 sec): 3 clusters
  Score: Raw -330417.478759 + Penalty 2713.889741 = -327703.589017
  nChanged 308
		SP:Iteration 2F (13612.480000 sec): 3 clusters
  Score: Raw -330581.490278 + Penalty 2713.889741 = -327867.600537
  nChanged 201
		SP:Iteration 3Q (13612.650000 sec): 3 clusters
  Score: Raw -330690.704774 + Penalty 2713.889741 = -327976.815032
  nChanged 183
		SP:Iteration 4Q (13612.810000 sec): 3 clusters
  Score: Raw -330790.545047 + Penalty 2713.889741 = -328076.655306
  nChanged 148
		SP:Iteration 5Q (13613.010000 sec): 3 clusters
  Score: Raw -330870.033398 + Penalty 2713.889741 = -328156.143657
  nChanged 160
		SP:Iteration 6Q (13613.190000 sec): 3 clusters
  Score: Raw -330958.987909 + Penalty 2713.889741 = -328245.098167
  nChanged 138
		SP:Iteration 7Q (13613.370000 sec): 3 clusters
  Score: Raw -331034.352255 + Penalty 2713.889741 = -328320.462513
  nChanged 133
		SP:Iteration 8Q (13613.570000 sec): 3 clusters
  Score: Raw -331102.657910 + Penalty 2713.889741 = -328388.768169
  nChanged 114
		SP:Iteration 9Q (13613.750000 sec): 3 clusters
  Score: Raw -331159.904578 + Penalty 2713.889741 = -328446.014836
  nChanged 126
		SP:Iteration 10Q (13613.910000 sec): 3 clusters
  Score: Raw -331228.351350 + Penalty 2713.889741 = -328514.461609
  nChanged 131
		SP:Iteration 11Q (13614.090000 sec): 3 clusters
  Score: Raw -331307.760553 + Penalty 2713.889741 = -328593.870812
  nChanged 124
		SP:Iteration 12Q (13614.250000 sec): 3 clusters
  Score: Raw -331395.567878 + Penalty 2713.889741 = -328681.678136
  nChanged 120
		SP:Iteration 13Q (13614.410000 sec): 3 clusters
  Score: Raw -331483.371279 + Penalty 2713.889741 = -328769.481538
  nChanged 110
		SP:Iteration 14Q (13614.610000 sec): 3 clusters
  Score: Raw -331571.028774 + Penalty 2713.889741 = -328857.139033
  nChanged 109
		SP:Iteration 15Q (13614.780000 sec): 3 clusters
  Score: Raw -331641.870682 + Penalty 2713.889741 = -328927.980940
  nChanged 97
		SP:Iteration 16Q (13614.950000 sec): 3 clusters
  Score: Raw -331705.688508 + Penalty 2713.889741 = -328991.798766
  nChanged 82
		SP:Iteration 17Q (13615.170000 sec): 3 clusters
  Score: Raw -331757.385779 + Penalty 2713.889741 = -329043.496038
  nChanged 71
		SP:Iteration 18Q (13615.330000 sec): 3 clusters
  Score: Raw -331802.984309 + Penalty 2713.889741 = -329089.094568
  nChanged 61
		SP:Iteration 19Q (13615.490000 sec): 3 clusters
  Score: Raw -331837.577008 + Penalty 2713.889741 = -329123.687266
  nChanged 59
		SP:Iteration 20F (13615.650000 sec): 3 clusters
  Score: Raw -331874.469504 + Penalty 2713.889741 = -329160.579763
  nChanged 59
		SP:Iteration 21Q (13615.800000 sec): 3 clusters
  Score: Raw -331905.625627 + Penalty 2713.889741 = -329191.735886
  nChanged 38
		SP:Iteration 22Q (13615.960000 sec): 3 clusters
  Score: Raw -331921.986698 + Penalty 2713.889741 = -329208.096956
  nChanged 40
		SP:Iteration 23Q (13616.140000 sec): 3 clusters
  Score: Raw -331941.577775 + Penalty 2713.889741 = -329227.688033
  nChanged 32
		SP:Iteration 24Q (13616.340000 sec): 3 clusters
  Score: Raw -331958.129840 + Penalty 2713.889741 = -329244.240098
  nChanged 35
		SP:Iteration 25Q (13616.510000 sec): 3 clusters
  Score: Raw -331969.752083 + Penalty 2713.889741 = -329255.862342
  nChanged 17
		SP:Iteration 26Q (13616.680000 sec): 3 clusters
  Score: Raw -331973.830901 + Penalty 2713.889741 = -329259.941159
  nChanged 9
		SP:Iteration 27Q (13616.860000 sec): 3 clusters
  Score: Raw -331976.288623 + Penalty 2713.889741 = -329262.398882
  nChanged 2
		SP:Iteration 28Q (13617.050000 sec): 3 clusters
  Score: Raw -331976.782998 + Penalty 2713.889741 = -329262.893256
  nChanged 2
		SP:Iteration 29Q (13617.210000 sec): 3 clusters
  Score: Raw -331977.068881 + Penalty 2713.889741 = -329263.179140
  nChanged 1
		SP:Iteration 30Q (13617.410000 sec): 3 clusters
  Score: Raw -331977.300868 + Penalty 2713.889741 = -329263.411127
  nChanged 1
		SP:Iteration 31Q (13617.580000 sec): 3 clusters
  Score: Raw -331977.633380 + Penalty 2713.889741 = -329263.743639
  nChanged 1
		SP:Iteration 32Q (13617.780000 sec): 3 clusters
  Score: Raw -331977.797190 + Penalty 2713.889741 = -329263.907449
  nChanged 0
		SP:Iteration 33F (13617.970000 sec): 3 clusters
  Score: Raw -331977.797190 + Penalty 2713.889741 = -329263.907449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13618.040000 sec): 2 clusters
  Score: Raw -119315.927301 + Penalty 1208.546035 = -118107.381266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13618.230000 sec): 3 clusters
  Score: Raw -118634.738421 + Penalty 2417.092069 = -116217.646352
  nChanged 583
		SP:Iteration 1F (13618.430000 sec): 3 clusters
  Score: Raw -119041.114676 + Penalty 2417.092069 = -116624.022607
  nChanged 137
		SP:Iteration 2F (13618.610000 sec): 3 clusters
  Score: Raw -119149.011097 + Penalty 2417.092069 = -116731.919028
  nChanged 86
		SP:Iteration 3F (13618.770000 sec): 3 clusters
  Score: Raw -119231.995939 + Penalty 2417.092069 = -116814.903869
  nChanged 80
		SP:Iteration 4Q (13618.990000 sec): 3 clusters
  Score: Raw -119320.776355 + Penalty 2417.092069 = -116903.684286
  nChanged 69
		SP:Iteration 5Q (13619.150000 sec): 3 clusters
  Score: Raw -119383.767463 + Penalty 2417.092069 = -116966.675394
  nChanged 65
		SP:Iteration 6Q (13619.350000 sec): 3 clusters
  Score: Raw -119442.701175 + Penalty 2417.092069 = -117025.609106
  nChanged 49
		SP:Iteration 7Q (13619.510000 sec): 3 clusters
  Score: Raw -119484.294335 + Penalty 2417.092069 = -117067.202265
  nChanged 37
		SP:Iteration 8Q (13619.680000 sec): 3 clusters
  Score: Raw -119513.443436 + Penalty 2417.092069 = -117096.351367
  nChanged 37
		SP:Iteration 9Q (13619.870000 sec): 3 clusters
  Score: Raw -119544.366891 + Penalty 2417.092069 = -117127.274822
  nChanged 28
		SP:Iteration 10Q (13620.040000 sec): 3 clusters
  Score: Raw -119567.355588 + Penalty 2417.092069 = -117150.263518
  nChanged 24
		SP:Iteration 11Q (13620.220000 sec): 3 clusters
  Score: Raw -119587.012304 + Penalty 2417.092069 = -117169.920234
  nChanged 28
		SP:Iteration 12Q (13620.410000 sec): 3 clusters
  Score: Raw -119611.463126 + Penalty 2417.092069 = -117194.371057
  nChanged 39
		SP:Iteration 13Q (13620.600000 sec): 3 clusters
  Score: Raw -119642.158566 + Penalty 2417.092069 = -117225.066496
  nChanged 28
		SP:Iteration 14Q (13620.770000 sec): 3 clusters
  Score: Raw -119661.879234 + Penalty 2417.092069 = -117244.787164
  nChanged 24
		SP:Iteration 15Q (13620.970000 sec): 3 clusters
  Score: Raw -119677.609712 + Penalty 2417.092069 = -117260.517643
  nChanged 18
		SP:Iteration 16Q (13621.130000 sec): 3 clusters
  Score: Raw -119698.174290 + Penalty 2417.092069 = -117281.082221
  nChanged 17
		SP:Iteration 17Q (13621.310000 sec): 3 clusters
  Score: Raw -119712.948527 + Penalty 2417.092069 = -117295.856458
  nChanged 19
		SP:Iteration 18Q (13621.470000 sec): 3 clusters
  Score: Raw -119730.303679 + Penalty 2417.092069 = -117313.211610
  nChanged 19
		SP:Iteration 19Q (13621.670000 sec): 3 clusters
  Score: Raw -119742.607493 + Penalty 2417.092069 = -117325.515424
  nChanged 12
		SP:Iteration 20F (13621.820000 sec): 3 clusters
  Score: Raw -119749.215913 + Penalty 2417.092069 = -117332.123843
  nChanged 8
		SP:Iteration 21Q (13621.990000 sec): 3 clusters
  Score: Raw -119755.417035 + Penalty 2417.092069 = -117338.324965
  nChanged 11
		SP:Iteration 22Q (13622.140000 sec): 3 clusters
  Score: Raw -119761.876977 + Penalty 2417.092069 = -117344.784908
  nChanged 8
		SP:Iteration 23Q (13622.300000 sec): 3 clusters
  Score: Raw -119768.414535 + Penalty 2417.092069 = -117351.322466
  nChanged 4
		SP:Iteration 24Q (13622.480000 sec): 3 clusters
  Score: Raw -119771.122079 + Penalty 2417.092069 = -117354.030010
  nChanged 7
		SP:Iteration 25Q (13622.600000 sec): 3 clusters
  Score: Raw -119776.598186 + Penalty 2417.092069 = -117359.506116
  nChanged 5
		SP:Iteration 26Q (13622.730000 sec): 3 clusters
  Score: Raw -119780.895746 + Penalty 2417.092069 = -117363.803677
  nChanged 6
		SP:Iteration 27Q (13622.910000 sec): 3 clusters
  Score: Raw -119785.404492 + Penalty 2417.092069 = -117368.312423
  nChanged 8
		SP:Iteration 28Q (13623.150000 sec): 3 clusters
  Score: Raw -119793.559207 + Penalty 2417.092069 = -117376.467138
  nChanged 7
		SP:Iteration 29Q (13623.310000 sec): 3 clusters
  Score: Raw -119798.568806 + Penalty 2417.092069 = -117381.476737
  nChanged 4
		SP:Iteration 30Q (13623.490000 sec): 3 clusters
  Score: Raw -119801.546505 + Penalty 2417.092069 = -117384.454436
  nChanged 2
		SP:Iteration 31Q (13623.650000 sec): 3 clusters
  Score: Raw -119802.509530 + Penalty 2417.092069 = -117385.417461
  nChanged 0
		SP:Iteration 32F (13623.770000 sec): 3 clusters
  Score: Raw -119802.509530 + Penalty 2417.092069 = -117385.417461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13623.880000 sec): 2 clusters
  Score: Raw -224818.517642 + Penalty 1285.112913 = -223533.404728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13624.070000 sec): 3 clusters
  Score: Raw -223570.464092 + Penalty 2570.225827 = -221000.238266
  nChanged 1015
		SP:Iteration 1F (13624.250000 sec): 3 clusters
  Score: Raw -224156.235333 + Penalty 2570.225827 = -221586.009507
  nChanged 214
		SP:Iteration 2F (13624.370000 sec): 3 clusters
  Score: Raw -224286.249952 + Penalty 2570.225827 = -221716.024125
  nChanged 127
		SP:Iteration 3Q (13624.590000 sec): 3 clusters
  Score: Raw -224360.126832 + Penalty 2570.225827 = -221789.901005
  nChanged 97
		SP:Iteration 4Q (13624.770000 sec): 3 clusters
  Score: Raw -224421.590709 + Penalty 2570.225827 = -221851.364882
  nChanged 76
		SP:Iteration 5Q (13624.940000 sec): 3 clusters
  Score: Raw -224461.883900 + Penalty 2570.225827 = -221891.658074
  nChanged 61
		SP:Iteration 6Q (13625.130000 sec): 3 clusters
  Score: Raw -224489.782592 + Penalty 2570.225827 = -221919.556766
  nChanged 60
		SP:Iteration 7Q (13625.310000 sec): 3 clusters
  Score: Raw -224521.507546 + Penalty 2570.225827 = -221951.281719
  nChanged 61
		SP:Iteration 8Q (13625.480000 sec): 3 clusters
  Score: Raw -224556.396491 + Penalty 2570.225827 = -221986.170664
  nChanged 77
		SP:Iteration 9Q (13625.670000 sec): 3 clusters
  Score: Raw -224604.060185 + Penalty 2570.225827 = -222033.834358
  nChanged 82
		SP:Iteration 10Q (13625.830000 sec): 3 clusters
  Score: Raw -224654.261186 + Penalty 2570.225827 = -222084.035359
  nChanged 95
		SP:Iteration 11Q (13626.020000 sec): 3 clusters
  Score: Raw -224723.024228 + Penalty 2570.225827 = -222152.798401
  nChanged 81
		SP:Iteration 12Q (13626.200000 sec): 3 clusters
  Score: Raw -224779.163266 + Penalty 2570.225827 = -222208.937439
  nChanged 69
		SP:Iteration 13Q (13626.390000 sec): 3 clusters
  Score: Raw -224823.250357 + Penalty 2570.225827 = -222253.024530
  nChanged 65
		SP:Iteration 14Q (13626.550000 sec): 3 clusters
  Score: Raw -224862.651356 + Penalty 2570.225827 = -222292.425529
  nChanged 43
		SP:Iteration 15Q (13626.700000 sec): 3 clusters
  Score: Raw -224893.718900 + Penalty 2570.225827 = -222323.493073
  nChanged 40
		SP:Iteration 16Q (13626.850000 sec): 3 clusters
  Score: Raw -224926.230062 + Penalty 2570.225827 = -222356.004235
  nChanged 40
		SP:Iteration 17Q (13627.050000 sec): 3 clusters
  Score: Raw -224956.419288 + Penalty 2570.225827 = -222386.193462
  nChanged 33
		SP:Iteration 18Q (13627.210000 sec): 3 clusters
  Score: Raw -224979.236941 + Penalty 2570.225827 = -222409.011114
  nChanged 27
		SP:Iteration 19Q (13627.410000 sec): 3 clusters
  Score: Raw -225002.981478 + Penalty 2570.225827 = -222432.755652
  nChanged 29
		SP:Iteration 20F (13627.580000 sec): 3 clusters
  Score: Raw -225032.217821 + Penalty 2570.225827 = -222461.991995
  nChanged 30
		SP:Iteration 21Q (13627.790000 sec): 3 clusters
  Score: Raw -225063.689200 + Penalty 2570.225827 = -222493.463373
  nChanged 28
		SP:Iteration 22Q (13627.970000 sec): 3 clusters
  Score: Raw -225093.376286 + Penalty 2570.225827 = -222523.150459
  nChanged 27
		SP:Iteration 23Q (13628.150000 sec): 3 clusters
  Score: Raw -225119.388452 + Penalty 2570.225827 = -222549.162625
  nChanged 26
		SP:Iteration 24Q (13628.330000 sec): 3 clusters
  Score: Raw -225144.347669 + Penalty 2570.225827 = -222574.121842
  nChanged 25
		SP:Iteration 25Q (13628.550000 sec): 3 clusters
  Score: Raw -225165.234676 + Penalty 2570.225827 = -222595.008849
  nChanged 11
		SP:Iteration 26Q (13628.710000 sec): 3 clusters
  Score: Raw -225174.966623 + Penalty 2570.225827 = -222604.740797
  nChanged 11
		SP:Iteration 27Q (13628.880000 sec): 3 clusters
  Score: Raw -225182.139695 + Penalty 2570.225827 = -222611.913868
  nChanged 8
		SP:Iteration 28Q (13629.070000 sec): 3 clusters
  Score: Raw -225188.872392 + Penalty 2570.225827 = -222618.646565
  nChanged 8
		SP:Iteration 29Q (13629.230000 sec): 3 clusters
  Score: Raw -225192.288146 + Penalty 2570.225827 = -222622.062319
  nChanged 4
		SP:Iteration 30Q (13629.400000 sec): 3 clusters
  Score: Raw -225194.390134 + Penalty 2570.225827 = -222624.164308
  nChanged 6
		SP:Iteration 31Q (13629.590000 sec): 3 clusters
  Score: Raw -225199.800495 + Penalty 2570.225827 = -222629.574668
  nChanged 10
		SP:Iteration 32Q (13629.770000 sec): 3 clusters
  Score: Raw -225206.843281 + Penalty 2570.225827 = -222636.617454
  nChanged 5
		SP:Iteration 33Q (13629.950000 sec): 3 clusters
  Score: Raw -225209.134762 + Penalty 2570.225827 = -222638.908935
  nChanged 2
		SP:Iteration 34Q (13630.130000 sec): 3 clusters
  Score: Raw -225209.829426 + Penalty 2570.225827 = -222639.603599
  nChanged 0
		SP:Iteration 35F (13630.310000 sec): 3 clusters
  Score: Raw -225209.829426 + Penalty 2570.225827 = -222639.603599
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (6848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13630.420000 sec): 2 clusters
  Score: Raw -557601.404411 + Penalty 1435.153187 = -556166.251225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13630.600000 sec): 3 clusters
  Score: Raw -553844.001069 + Penalty 2870.306373 = -550973.694696
  nChanged 2902
		SP:Iteration 1F (13630.800000 sec): 3 clusters
  Score: Raw -555473.950973 + Penalty 2870.306373 = -552603.644599
  nChanged 463
		SP:Iteration 2F (13630.970000 sec): 3 clusters
  Score: Raw -555701.864797 + Penalty 2870.306373 = -552831.558424
  nChanged 375
		SP:Iteration 3F (13631.170000 sec): 3 clusters
  Score: Raw -555871.401477 + Penalty 2870.306373 = -553001.095104
  nChanged 283
		SP:Iteration 4Q (13631.380000 sec): 3 clusters
  Score: Raw -555999.587009 + Penalty 2870.306373 = -553129.280636
  nChanged 249
		SP:Iteration 5Q (13631.560000 sec): 3 clusters
  Score: Raw -556115.281396 + Penalty 2870.306373 = -553244.975022
  nChanged 247
		SP:Iteration 6Q (13631.750000 sec): 3 clusters
  Score: Raw -556237.876248 + Penalty 2870.306373 = -553367.569875
  nChanged 243
		SP:Iteration 7Q (13631.910000 sec): 3 clusters
  Score: Raw -556380.772917 + Penalty 2870.306373 = -553510.466544
  nChanged 268
		SP:Iteration 8Q (13632.070000 sec): 3 clusters
  Score: Raw -556534.200925 + Penalty 2870.306373 = -553663.894551
  nChanged 272
		SP:Iteration 9Q (13632.270000 sec): 3 clusters
  Score: Raw -556707.829398 + Penalty 2870.306373 = -553837.523025
  nChanged 238
		SP:Iteration 10Q (13632.470000 sec): 3 clusters
  Score: Raw -556859.686174 + Penalty 2870.306373 = -553989.379801
  nChanged 234
		SP:Iteration 11Q (13632.650000 sec): 3 clusters
  Score: Raw -557023.232797 + Penalty 2870.306373 = -554152.926424
  nChanged 219
		SP:Iteration 12Q (13632.850000 sec): 3 clusters
  Score: Raw -557189.221777 + Penalty 2870.306373 = -554318.915404
  nChanged 227
		SP:Iteration 13Q (13633.050000 sec): 3 clusters
  Score: Raw -557353.067669 + Penalty 2870.306373 = -554482.761296
  nChanged 199
		SP:Iteration 14Q (13633.230000 sec): 3 clusters
  Score: Raw -557512.571875 + Penalty 2870.306373 = -554642.265502
  nChanged 191
		SP:Iteration 15Q (13633.390000 sec): 3 clusters
  Score: Raw -557676.700497 + Penalty 2870.306373 = -554806.394124
  nChanged 193
		SP:Iteration 16Q (13633.570000 sec): 3 clusters
  Score: Raw -557883.593221 + Penalty 2870.306373 = -555013.286848
  nChanged 237
		SP:Iteration 17Q (13633.740000 sec): 3 clusters
  Score: Raw -558201.984064 + Penalty 2870.306373 = -555331.677691
  nChanged 242
		SP:Iteration 18Q (13633.930000 sec): 3 clusters
  Score: Raw -558610.847675 + Penalty 2870.306373 = -555740.541301
  nChanged 225
		SP:Iteration 19Q (13634.090000 sec): 3 clusters
  Score: Raw -558990.205579 + Penalty 2870.306373 = -556119.899206
  nChanged 186
		SP:Iteration 20F (13634.250000 sec): 3 clusters
  Score: Raw -559312.005720 + Penalty 2870.306373 = -556441.699347
  nChanged 107
		SP:Iteration 21Q (13634.410000 sec): 3 clusters
  Score: Raw -559413.295975 + Penalty 2870.306373 = -556542.989601
  nChanged 42
		SP:Iteration 22Q (13634.600000 sec): 3 clusters
  Score: Raw -559435.250548 + Penalty 2870.306373 = -556564.944175
  nChanged 21
		SP:Iteration 23Q (13634.810000 sec): 3 clusters
  Score: Raw -559444.409393 + Penalty 2870.306373 = -556574.103020
  nChanged 13
		SP:Iteration 24Q (13634.990000 sec): 3 clusters
  Score: Raw -559447.064901 + Penalty 2870.306373 = -556576.758528
  nChanged 3
		SP:Iteration 25Q (13635.160000 sec): 3 clusters
  Score: Raw -559448.085026 + Penalty 2870.306373 = -556577.778652
  nChanged 3
		SP:Iteration 26Q (13635.330000 sec): 3 clusters
  Score: Raw -559448.519754 + Penalty 2870.306373 = -556578.213381
  nChanged 3
		SP:Iteration 27Q (13635.500000 sec): 3 clusters
  Score: Raw -559448.967373 + Penalty 2870.306373 = -556578.661000
  nChanged 4
		SP:Iteration 28Q (13635.670000 sec): 3 clusters
  Score: Raw -559449.599152 + Penalty 2870.306373 = -556579.292779
  nChanged 0
		SP:Iteration 29F (13635.840000 sec): 3 clusters
  Score: Raw -559449.599152 + Penalty 2870.306373 = -556579.292779
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13635.930000 sec): 2 clusters
  Score: Raw -308636.789591 + Penalty 1359.648507 = -307277.141084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13636.090000 sec): 3 clusters
  Score: Raw -306491.718953 + Penalty 2719.297013 = -303772.421940
  nChanged 1699
		SP:Iteration 1F (13636.240000 sec): 3 clusters
  Score: Raw -307640.727647 + Penalty 2719.297013 = -304921.430634
  nChanged 387
		SP:Iteration 2F (13636.390000 sec): 3 clusters
  Score: Raw -307948.313580 + Penalty 2719.297013 = -305229.016567
  nChanged 311
		SP:Iteration 3F (13636.530000 sec): 3 clusters
  Score: Raw -308208.748438 + Penalty 2719.297013 = -305489.451425
  nChanged 250
		SP:Iteration 4F (13636.710000 sec): 3 clusters
  Score: Raw -308372.334155 + Penalty 2719.297013 = -305653.037142
  nChanged 182
		SP:Iteration 5Q (13636.890000 sec): 3 clusters
  Score: Raw -308473.097572 + Penalty 2719.297013 = -305753.800559
  nChanged 137
		SP:Iteration 6Q (13637.070000 sec): 3 clusters
  Score: Raw -308533.833640 + Penalty 2719.297013 = -305814.536627
  nChanged 96
		SP:Iteration 7Q (13637.250000 sec): 3 clusters
  Score: Raw -308578.292892 + Penalty 2719.297013 = -305858.995879
  nChanged 81
		SP:Iteration 8Q (13637.390000 sec): 3 clusters
  Score: Raw -308610.763276 + Penalty 2719.297013 = -305891.466262
  nChanged 70
		SP:Iteration 9Q (13637.520000 sec): 3 clusters
  Score: Raw -308642.893340 + Penalty 2719.297013 = -305923.596327
  nChanged 67
		SP:Iteration 10Q (13637.650000 sec): 3 clusters
  Score: Raw -308669.081421 + Penalty 2719.297013 = -305949.784408
  nChanged 45
		SP:Iteration 11Q (13637.780000 sec): 3 clusters
  Score: Raw -308684.258694 + Penalty 2719.297013 = -305964.961680
  nChanged 43
		SP:Iteration 12Q (13637.920000 sec): 3 clusters
  Score: Raw -308699.374432 + Penalty 2719.297013 = -305980.077419
  nChanged 43
		SP:Iteration 13Q (13638.070000 sec): 3 clusters
  Score: Raw -308711.758121 + Penalty 2719.297013 = -305992.461108
  nChanged 36
		SP:Iteration 14Q (13638.190000 sec): 3 clusters
  Score: Raw -308720.732150 + Penalty 2719.297013 = -306001.435137
  nChanged 21
		SP:Iteration 15Q (13638.320000 sec): 3 clusters
  Score: Raw -308728.093245 + Penalty 2719.297013 = -306008.796232
  nChanged 20
		SP:Iteration 16Q (13638.530000 sec): 3 clusters
  Score: Raw -308734.254740 + Penalty 2719.297013 = -306014.957727
  nChanged 24
		SP:Iteration 17Q (13638.710000 sec): 3 clusters
  Score: Raw -308741.003377 + Penalty 2719.297013 = -306021.706364
  nChanged 22
		SP:Iteration 18Q (13638.890000 sec): 3 clusters
  Score: Raw -308745.205118 + Penalty 2719.297013 = -306025.908105
  nChanged 15
		SP:Iteration 19Q (13639.070000 sec): 3 clusters
  Score: Raw -308748.446084 + Penalty 2719.297013 = -306029.149071
  nChanged 8
		SP:Iteration 20F (13639.280000 sec): 3 clusters
  Score: Raw -308750.499701 + Penalty 2719.297013 = -306031.202688
  nChanged 5
		SP:Iteration 21Q (13639.480000 sec): 3 clusters
  Score: Raw -308751.403901 + Penalty 2719.297013 = -306032.106887
  nChanged 6
		SP:Iteration 22Q (13639.720000 sec): 3 clusters
  Score: Raw -308753.399403 + Penalty 2719.297013 = -306034.102390
  nChanged 8
		SP:Iteration 23Q (13639.910000 sec): 3 clusters
  Score: Raw -308755.967999 + Penalty 2719.297013 = -306036.670986
  nChanged 8
		SP:Iteration 24Q (13640.080000 sec): 3 clusters
  Score: Raw -308758.123530 + Penalty 2719.297013 = -306038.826516
  nChanged 6
		SP:Iteration 25Q (13640.320000 sec): 3 clusters
  Score: Raw -308759.499117 + Penalty 2719.297013 = -306040.202104
  nChanged 6
		SP:Iteration 26Q (13640.540000 sec): 3 clusters
  Score: Raw -308761.198546 + Penalty 2719.297013 = -306041.901533
  nChanged 5
		SP:Iteration 27Q (13640.730000 sec): 3 clusters
  Score: Raw -308762.039179 + Penalty 2719.297013 = -306042.742166
  nChanged 3
		SP:Iteration 28Q (13640.930000 sec): 3 clusters
  Score: Raw -308762.772734 + Penalty 2719.297013 = -306043.475721
  nChanged 4
		SP:Iteration 29Q (13641.130000 sec): 3 clusters
  Score: Raw -308763.492588 + Penalty 2719.297013 = -306044.195575
  nChanged 2
		SP:Iteration 30Q (13641.340000 sec): 3 clusters
  Score: Raw -308764.297313 + Penalty 2719.297013 = -306045.000299
  nChanged 4
		SP:Iteration 31Q (13641.510000 sec): 3 clusters
  Score: Raw -308765.499661 + Penalty 2719.297013 = -306046.202648
  nChanged 6
		SP:Iteration 32Q (13641.700000 sec): 3 clusters
  Score: Raw -308766.270288 + Penalty 2719.297013 = -306046.973275
  nChanged 3
		SP:Iteration 33Q (13641.870000 sec): 3 clusters
  Score: Raw -308766.590882 + Penalty 2719.297013 = -306047.293869
  nChanged 1
		SP:Iteration 34Q (13642.030000 sec): 3 clusters
  Score: Raw -308766.671066 + Penalty 2719.297013 = -306047.374052
  nChanged 1
		SP:Iteration 35Q (13642.240000 sec): 3 clusters
  Score: Raw -308767.067684 + Penalty 2719.297013 = -306047.770670
  nChanged 3
		SP:Iteration 36Q (13642.440000 sec): 3 clusters
  Score: Raw -308767.413458 + Penalty 2719.297013 = -306048.116445
  nChanged 1
		SP:Iteration 37Q (13642.640000 sec): 3 clusters
  Score: Raw -308767.553471 + Penalty 2719.297013 = -306048.256458
  nChanged 1
		SP:Iteration 38Q (13642.880000 sec): 3 clusters
  Score: Raw -308767.816318 + Penalty 2719.297013 = -306048.519305
  nChanged 1
		SP:Iteration 39Q (13643.050000 sec): 3 clusters
  Score: Raw -308767.900131 + Penalty 2719.297013 = -306048.603118
  nChanged 0
		SP:Iteration 40F (13643.260000 sec): 3 clusters
  Score: Raw -308767.900131 + Penalty 2719.297013 = -306048.603118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13643.360000 sec): 2 clusters
  Score: Raw -270299.550315 + Penalty 1315.930648 = -268983.619668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13643.550000 sec): 3 clusters
  Score: Raw -268736.996599 + Penalty 2631.861296 = -266105.135303
  nChanged 1282
		SP:Iteration 1F (13643.780000 sec): 3 clusters
  Score: Raw -269511.075948 + Penalty 2631.861296 = -266879.214652
  nChanged 248
		SP:Iteration 2F (13643.980000 sec): 3 clusters
  Score: Raw -269640.877128 + Penalty 2631.861296 = -267009.015832
  nChanged 149
		SP:Iteration 3Q (13644.130000 sec): 3 clusters
  Score: Raw -269708.629178 + Penalty 2631.861296 = -267076.767882
  nChanged 105
		SP:Iteration 4Q (13644.320000 sec): 3 clusters
  Score: Raw -269763.085434 + Penalty 2631.861296 = -267131.224138
  nChanged 106
		SP:Iteration 5Q (13644.490000 sec): 3 clusters
  Score: Raw -269820.715195 + Penalty 2631.861296 = -267188.853899
  nChanged 113
		SP:Iteration 6Q (13644.720000 sec): 3 clusters
  Score: Raw -269899.599601 + Penalty 2631.861296 = -267267.738305
  nChanged 137
		SP:Iteration 7Q (13644.910000 sec): 3 clusters
  Score: Raw -269995.489348 + Penalty 2631.861296 = -267363.628052
  nChanged 140
		SP:Iteration 8Q (13645.080000 sec): 3 clusters
  Score: Raw -270102.478008 + Penalty 2631.861296 = -267470.616712
  nChanged 155
		SP:Iteration 9Q (13645.260000 sec): 3 clusters
  Score: Raw -270259.297995 + Penalty 2631.861296 = -267627.436699
  nChanged 166
		SP:Iteration 10F (13645.450000 sec): 3 clusters
  Score: Raw -270406.597582 + Penalty 2631.861296 = -267774.736286
  nChanged 148
		SP:Iteration 11Q (13645.650000 sec): 3 clusters
  Score: Raw -270522.930679 + Penalty 2631.861296 = -267891.069383
  nChanged 110
		SP:Iteration 12Q (13645.830000 sec): 3 clusters
  Score: Raw -270607.061392 + Penalty 2631.861296 = -267975.200096
  nChanged 85
		SP:Iteration 13Q (13646.000000 sec): 3 clusters
  Score: Raw -270664.870407 + Penalty 2631.861296 = -268033.009111
  nChanged 75
		SP:Iteration 14Q (13646.210000 sec): 3 clusters
  Score: Raw -270713.920423 + Penalty 2631.861296 = -268082.059128
  nChanged 54
		SP:Iteration 15Q (13646.440000 sec): 3 clusters
  Score: Raw -270741.633275 + Penalty 2631.861296 = -268109.771979
  nChanged 39
		SP:Iteration 16Q (13646.620000 sec): 3 clusters
  Score: Raw -270762.820131 + Penalty 2631.861296 = -268130.958835
  nChanged 33
		SP:Iteration 17Q (13646.820000 sec): 3 clusters
  Score: Raw -270778.530389 + Penalty 2631.861296 = -268146.669093
  nChanged 21
		SP:Iteration 18Q (13647.030000 sec): 3 clusters
  Score: Raw -270789.555268 + Penalty 2631.861296 = -268157.693972
  nChanged 22
		SP:Iteration 19Q (13647.200000 sec): 3 clusters
  Score: Raw -270801.565723 + Penalty 2631.861296 = -268169.704428
  nChanged 18
		SP:Iteration 20F (13647.370000 sec): 3 clusters
  Score: Raw -270809.747376 + Penalty 2631.861296 = -268177.886081
  nChanged 17
		SP:Iteration 21Q (13647.600000 sec): 3 clusters
  Score: Raw -270819.374339 + Penalty 2631.861296 = -268187.513044
  nChanged 17
		SP:Iteration 22Q (13647.780000 sec): 3 clusters
  Score: Raw -270829.721702 + Penalty 2631.861296 = -268197.860406
  nChanged 17
		SP:Iteration 23Q (13647.920000 sec): 3 clusters
  Score: Raw -270839.254056 + Penalty 2631.861296 = -268207.392760
  nChanged 15
		SP:Iteration 24Q (13648.120000 sec): 3 clusters
  Score: Raw -270844.591812 + Penalty 2631.861296 = -268212.730516
  nChanged 14
		SP:Iteration 25Q (13648.280000 sec): 3 clusters
  Score: Raw -270852.666819 + Penalty 2631.861296 = -268220.805524
  nChanged 19
		SP:Iteration 26Q (13648.500000 sec): 3 clusters
  Score: Raw -270859.452195 + Penalty 2631.861296 = -268227.590899
  nChanged 14
		SP:Iteration 27Q (13648.700000 sec): 3 clusters
  Score: Raw -270864.589924 + Penalty 2631.861296 = -268232.728628
  nChanged 8
		SP:Iteration 28Q (13648.890000 sec): 3 clusters
  Score: Raw -270868.835748 + Penalty 2631.861296 = -268236.974452
  nChanged 8
		SP:Iteration 29Q (13649.080000 sec): 3 clusters
  Score: Raw -270873.292360 + Penalty 2631.861296 = -268241.431065
  nChanged 8
		SP:Iteration 30Q (13649.270000 sec): 3 clusters
  Score: Raw -270875.454113 + Penalty 2631.861296 = -268243.592817
  nChanged 5
		SP:Iteration 31Q (13649.470000 sec): 3 clusters
  Score: Raw -270876.653610 + Penalty 2631.861296 = -268244.792315
  nChanged 4
		SP:Iteration 32Q (13649.630000 sec): 3 clusters
  Score: Raw -270877.720270 + Penalty 2631.861296 = -268245.858975
  nChanged 4
		SP:Iteration 33Q (13649.780000 sec): 3 clusters
  Score: Raw -270878.935456 + Penalty 2631.861296 = -268247.074160
  nChanged 4
		SP:Iteration 34Q (13649.940000 sec): 3 clusters
  Score: Raw -270880.112962 + Penalty 2631.861296 = -268248.251666
  nChanged 1
		SP:Iteration 35Q (13650.090000 sec): 3 clusters
  Score: Raw -270880.266092 + Penalty 2631.861296 = -268248.404796
  nChanged 0
		SP:Iteration 36F (13650.280000 sec): 3 clusters
  Score: Raw -270880.266092 + Penalty 2631.861296 = -268248.404796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13650.400000 sec): 2 clusters
  Score: Raw -22518.017391 + Penalty 983.846394 = -21534.170997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13650.600000 sec): 3 clusters
  Score: Raw -22489.836752 + Penalty 1967.692788 = -20522.143964
  nChanged 92
		SP:Iteration 1F (13650.780000 sec): 3 clusters
  Score: Raw -22647.987044 + Penalty 1967.692788 = -20680.294257
  nChanged 36
		SP:Iteration 2F (13650.910000 sec): 3 clusters
  Score: Raw -22740.287610 + Penalty 1967.692788 = -20772.594822
  nChanged 16
		SP:Iteration 3Q (13651.120000 sec): 3 clusters
  Score: Raw -22779.955098 + Penalty 1967.692788 = -20812.262310
  nChanged 11
		SP:Iteration 4Q (13651.320000 sec): 3 clusters
  Score: Raw -22813.007606 + Penalty 1967.692788 = -20845.314819
  nChanged 8
		SP:Iteration 5Q (13651.500000 sec): 3 clusters
  Score: Raw -22824.875820 + Penalty 1967.692788 = -20857.183033
  nChanged 0
		SP:Iteration 6F (13651.700000 sec): 3 clusters
  Score: Raw -22824.875820 + Penalty 1967.692788 = -20857.183033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13651.820000 sec): 2 clusters
  Score: Raw -295023.447133 + Penalty 1333.747094 = -293689.700039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13652.030000 sec): 3 clusters
  Score: Raw -293229.646886 + Penalty 2667.494188 = -290562.152698
  nChanged 1440
		SP:Iteration 1F (13652.240000 sec): 3 clusters
  Score: Raw -294114.236645 + Penalty 2667.494188 = -291446.742457
  nChanged 310
		SP:Iteration 2F (13652.430000 sec): 3 clusters
  Score: Raw -294390.292431 + Penalty 2667.494188 = -291722.798243
  nChanged 238
		SP:Iteration 3F (13652.640000 sec): 3 clusters
  Score: Raw -294594.057851 + Penalty 2667.494188 = -291926.563663
  nChanged 184
		SP:Iteration 4F (13652.820000 sec): 3 clusters
  Score: Raw -294764.664341 + Penalty 2667.494188 = -292097.170153
  nChanged 178
		SP:Iteration 5Q (13653.070000 sec): 3 clusters
  Score: Raw -294930.068147 + Penalty 2667.494188 = -292262.573959
  nChanged 139
		SP:Iteration 6Q (13653.260000 sec): 3 clusters
  Score: Raw -295022.767616 + Penalty 2667.494188 = -292355.273428
  nChanged 111
		SP:Iteration 7Q (13653.470000 sec): 3 clusters
  Score: Raw -295090.725107 + Penalty 2667.494188 = -292423.230919
  nChanged 95
		SP:Iteration 8Q (13653.640000 sec): 3 clusters
  Score: Raw -295154.359393 + Penalty 2667.494188 = -292486.865206
  nChanged 89
		SP:Iteration 9Q (13653.850000 sec): 3 clusters
  Score: Raw -295207.511893 + Penalty 2667.494188 = -292540.017706
  nChanged 73
		SP:Iteration 10Q (13654.020000 sec): 3 clusters
  Score: Raw -295242.187384 + Penalty 2667.494188 = -292574.693196
  nChanged 50
		SP:Iteration 11Q (13654.190000 sec): 3 clusters
  Score: Raw -295268.750978 + Penalty 2667.494188 = -292601.256790
  nChanged 68
		SP:Iteration 12Q (13654.400000 sec): 3 clusters
  Score: Raw -295303.106474 + Penalty 2667.494188 = -292635.612286
  nChanged 59
		SP:Iteration 13Q (13654.580000 sec): 3 clusters
  Score: Raw -295329.862826 + Penalty 2667.494188 = -292662.368638
  nChanged 46
		SP:Iteration 14Q (13654.770000 sec): 3 clusters
  Score: Raw -295350.253061 + Penalty 2667.494188 = -292682.758873
  nChanged 44
		SP:Iteration 15Q (13654.960000 sec): 3 clusters
  Score: Raw -295367.219940 + Penalty 2667.494188 = -292699.725752
  nChanged 37
		SP:Iteration 16Q (13655.110000 sec): 3 clusters
  Score: Raw -295386.147241 + Penalty 2667.494188 = -292718.653053
  nChanged 44
		SP:Iteration 17Q (13655.290000 sec): 3 clusters
  Score: Raw -295409.579831 + Penalty 2667.494188 = -292742.085643
  nChanged 51
		SP:Iteration 18Q (13655.470000 sec): 3 clusters
  Score: Raw -295442.593612 + Penalty 2667.494188 = -292775.099424
  nChanged 55
		SP:Iteration 19Q (13655.620000 sec): 3 clusters
  Score: Raw -295482.337255 + Penalty 2667.494188 = -292814.843067
  nChanged 59
		SP:Iteration 20F (13655.870000 sec): 3 clusters
  Score: Raw -295513.374183 + Penalty 2667.494188 = -292845.879995
  nChanged 40
		SP:Iteration 21Q (13656.060000 sec): 3 clusters
  Score: Raw -295528.917809 + Penalty 2667.494188 = -292861.423621
  nChanged 27
		SP:Iteration 22Q (13656.240000 sec): 3 clusters
  Score: Raw -295541.658053 + Penalty 2667.494188 = -292874.163865
  nChanged 28
		SP:Iteration 23Q (13656.460000 sec): 3 clusters
  Score: Raw -295557.002076 + Penalty 2667.494188 = -292889.507888
  nChanged 32
		SP:Iteration 24Q (13656.600000 sec): 3 clusters
  Score: Raw -295569.767736 + Penalty 2667.494188 = -292902.273548
  nChanged 26
		SP:Iteration 25Q (13656.780000 sec): 3 clusters
  Score: Raw -295584.263965 + Penalty 2667.494188 = -292916.769777
  nChanged 26
		SP:Iteration 26Q (13656.940000 sec): 3 clusters
  Score: Raw -295593.153451 + Penalty 2667.494188 = -292925.659263
  nChanged 28
		SP:Iteration 27Q (13657.110000 sec): 3 clusters
  Score: Raw -295600.907477 + Penalty 2667.494188 = -292933.413289
  nChanged 17
		SP:Iteration 28Q (13657.360000 sec): 3 clusters
  Score: Raw -295606.159145 + Penalty 2667.494188 = -292938.664957
  nChanged 10
		SP:Iteration 29Q (13657.530000 sec): 3 clusters
  Score: Raw -295610.220660 + Penalty 2667.494188 = -292942.726472
  nChanged 7
		SP:Iteration 30Q (13657.740000 sec): 3 clusters
  Score: Raw -295612.683289 + Penalty 2667.494188 = -292945.189101
  nChanged 8
		SP:Iteration 31Q (13657.880000 sec): 3 clusters
  Score: Raw -295615.465031 + Penalty 2667.494188 = -292947.970844
  nChanged 10
		SP:Iteration 32Q (13658.070000 sec): 3 clusters
  Score: Raw -295619.582280 + Penalty 2667.494188 = -292952.088092
  nChanged 15
		SP:Iteration 33Q (13658.280000 sec): 3 clusters
  Score: Raw -295624.609936 + Penalty 2667.494188 = -292957.115748
  nChanged 9
		SP:Iteration 34Q (13658.460000 sec): 3 clusters
  Score: Raw -295627.993518 + Penalty 2667.494188 = -292960.499330
  nChanged 10
		SP:Iteration 35Q (13658.630000 sec): 3 clusters
  Score: Raw -295631.195752 + Penalty 2667.494188 = -292963.701564
  nChanged 9
		SP:Iteration 36Q (13658.860000 sec): 3 clusters
  Score: Raw -295633.796091 + Penalty 2667.494188 = -292966.301903
  nChanged 11
		SP:Iteration 37Q (13659.010000 sec): 3 clusters
  Score: Raw -295636.980956 + Penalty 2667.494188 = -292969.486768
  nChanged 8
		SP:Iteration 38Q (13659.150000 sec): 3 clusters
  Score: Raw -295638.551602 + Penalty 2667.494188 = -292971.057414
  nChanged 7
		SP:Iteration 39Q (13659.340000 sec): 3 clusters
  Score: Raw -295639.901136 + Penalty 2667.494188 = -292972.406948
  nChanged 6
		SP:Iteration 40F (13659.500000 sec): 3 clusters
  Score: Raw -295641.612502 + Penalty 2667.494188 = -292974.118314
  nChanged 3
		SP:Iteration 41Q (13659.700000 sec): 3 clusters
  Score: Raw -295642.449218 + Penalty 2667.494188 = -292974.955030
  nChanged 6
		SP:Iteration 42Q (13659.880000 sec): 3 clusters
  Score: Raw -295643.467572 + Penalty 2667.494188 = -292975.973384
  nChanged 4
		SP:Iteration 43Q (13660.040000 sec): 3 clusters
  Score: Raw -295644.400527 + Penalty 2667.494188 = -292976.906339
  nChanged 3
		SP:Iteration 44Q (13660.230000 sec): 3 clusters
  Score: Raw -295645.317818 + Penalty 2667.494188 = -292977.823630
  nChanged 2
		SP:Iteration 45Q (13660.440000 sec): 3 clusters
  Score: Raw -295645.920373 + Penalty 2667.494188 = -292978.426185
  nChanged 2
		SP:Iteration 46Q (13660.600000 sec): 3 clusters
  Score: Raw -295646.300002 + Penalty 2667.494188 = -292978.805814
  nChanged 1
		SP:Iteration 47Q (13660.820000 sec): 3 clusters
  Score: Raw -295646.473884 + Penalty 2667.494188 = -292978.979697
  nChanged 2
		SP:Iteration 48Q (13661.020000 sec): 3 clusters
  Score: Raw -295646.746759 + Penalty 2667.494188 = -292979.252571
  nChanged 0
		SP:Iteration 49F (13661.220000 sec): 3 clusters
  Score: Raw -295646.746759 + Penalty 2667.494188 = -292979.252571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13661.340000 sec): 2 clusters
  Score: Raw -1014220.693398 + Penalty 1530.544551 = -1012690.148846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13661.610000 sec): 3 clusters
  Score: Raw -1007041.577071 + Penalty 3061.089103 = -1003980.487968
  nChanged 5466
		SP:Iteration 1F (13661.840000 sec): 3 clusters
  Score: Raw -1009898.196055 + Penalty 3061.089103 = -1006837.106952
  nChanged 630
		SP:Iteration 2F (13662.090000 sec): 3 clusters
  Score: Raw -1010144.104061 + Penalty 3061.089103 = -1007083.014958
  nChanged 563
		SP:Iteration 3Q (13662.320000 sec): 3 clusters
  Score: Raw -1010348.751722 + Penalty 3061.089103 = -1007287.662620
  nChanged 493
		SP:Iteration 4Q (13662.580000 sec): 3 clusters
  Score: Raw -1010520.368162 + Penalty 3061.089103 = -1007459.279060
  nChanged 454
		SP:Iteration 5Q (13662.810000 sec): 3 clusters
  Score: Raw -1010707.105884 + Penalty 3061.089103 = -1007646.016781
  nChanged 463
		SP:Iteration 6Q (13663.010000 sec): 3 clusters
  Score: Raw -1010892.549174 + Penalty 3061.089103 = -1007831.460071
  nChanged 454
		SP:Iteration 7Q (13663.260000 sec): 3 clusters
  Score: Raw -1011091.523175 + Penalty 3061.089103 = -1008030.434072
  nChanged 446
		SP:Iteration 8Q (13663.500000 sec): 3 clusters
  Score: Raw -1011278.969219 + Penalty 3061.089103 = -1008217.880116
  nChanged 416
		SP:Iteration 9Q (13663.670000 sec): 3 clusters
  Score: Raw -1011470.874442 + Penalty 3061.089103 = -1008409.785339
  nChanged 412
		SP:Iteration 10Q (13663.910000 sec): 3 clusters
  Score: Raw -1011666.770611 + Penalty 3061.089103 = -1008605.681509
  nChanged 415
		SP:Iteration 11Q (13664.120000 sec): 3 clusters
  Score: Raw -1011869.462149 + Penalty 3061.089103 = -1008808.373046
  nChanged 436
		SP:Iteration 12Q (13664.340000 sec): 3 clusters
  Score: Raw -1012094.665149 + Penalty 3061.089103 = -1009033.576047
  nChanged 435
		SP:Iteration 13Q (13664.580000 sec): 3 clusters
  Score: Raw -1012333.392024 + Penalty 3061.089103 = -1009272.302921
  nChanged 384
		SP:Iteration 14Q (13664.840000 sec): 3 clusters
  Score: Raw -1012544.250470 + Penalty 3061.089103 = -1009483.161367
  nChanged 347
		SP:Iteration 15Q (13665.000000 sec): 3 clusters
  Score: Raw -1012726.109578 + Penalty 3061.089103 = -1009665.020475
  nChanged 329
		SP:Iteration 16Q (13665.250000 sec): 3 clusters
  Score: Raw -1012888.180958 + Penalty 3061.089103 = -1009827.091855
  nChanged 265
		SP:Iteration 17Q (13665.480000 sec): 3 clusters
  Score: Raw -1013015.260397 + Penalty 3061.089103 = -1009954.171294
  nChanged 268
		SP:Iteration 18Q (13665.740000 sec): 3 clusters
  Score: Raw -1013144.152964 + Penalty 3061.089103 = -1010083.063861
  nChanged 250
		SP:Iteration 19Q (13665.940000 sec): 3 clusters
  Score: Raw -1013269.715611 + Penalty 3061.089103 = -1010208.626508
  nChanged 212
		SP:Iteration 20F (13666.180000 sec): 3 clusters
  Score: Raw -1013376.672109 + Penalty 3061.089103 = -1010315.583006
  nChanged 209
		SP:Iteration 21Q (13666.420000 sec): 3 clusters
  Score: Raw -1013486.457090 + Penalty 3061.089103 = -1010425.367987
  nChanged 188
		SP:Iteration 22Q (13666.640000 sec): 3 clusters
  Score: Raw -1013599.527081 + Penalty 3061.089103 = -1010538.437978
  nChanged 174
		SP:Iteration 23Q (13666.850000 sec): 3 clusters
  Score: Raw -1013704.212396 + Penalty 3061.089103 = -1010643.123293
  nChanged 167
		SP:Iteration 24Q (13667.060000 sec): 3 clusters
  Score: Raw -1013811.909281 + Penalty 3061.089103 = -1010750.820178
  nChanged 139
		SP:Iteration 25Q (13667.290000 sec): 3 clusters
  Score: Raw -1013903.549276 + Penalty 3061.089103 = -1010842.460173
  nChanged 123
		SP:Iteration 26Q (13667.520000 sec): 3 clusters
  Score: Raw -1013982.157723 + Penalty 3061.089103 = -1010921.068620
  nChanged 111
		SP:Iteration 27Q (13667.760000 sec): 3 clusters
  Score: Raw -1014050.967552 + Penalty 3061.089103 = -1010989.878449
  nChanged 84
		SP:Iteration 28Q (13667.960000 sec): 3 clusters
  Score: Raw -1014108.949864 + Penalty 3061.089103 = -1011047.860761
  nChanged 77
		SP:Iteration 29Q (13668.200000 sec): 3 clusters
  Score: Raw -1014166.212849 + Penalty 3061.089103 = -1011105.123746
  nChanged 58
		SP:Iteration 30Q (13668.450000 sec): 3 clusters
  Score: Raw -1014210.470943 + Penalty 3061.089103 = -1011149.381840
  nChanged 50
		SP:Iteration 31Q (13668.680000 sec): 3 clusters
  Score: Raw -1014251.086241 + Penalty 3061.089103 = -1011189.997138
  nChanged 46
		SP:Iteration 32Q (13668.890000 sec): 3 clusters
  Score: Raw -1014285.399219 + Penalty 3061.089103 = -1011224.310116
  nChanged 25
		SP:Iteration 33Q (13669.170000 sec): 3 clusters
  Score: Raw -1014310.430422 + Penalty 3061.089103 = -1011249.341319
  nChanged 22
		SP:Iteration 34Q (13669.400000 sec): 3 clusters
  Score: Raw -1014334.523785 + Penalty 3061.089103 = -1011273.434682
  nChanged 20
		SP:Iteration 35Q (13669.640000 sec): 3 clusters
  Score: Raw -1014349.883033 + Penalty 3061.089103 = -1011288.793931
  nChanged 11
		SP:Iteration 36Q (13669.900000 sec): 3 clusters
  Score: Raw -1014359.891147 + Penalty 3061.089103 = -1011298.802044
  nChanged 13
		SP:Iteration 37Q (13670.150000 sec): 3 clusters
  Score: Raw -1014371.855481 + Penalty 3061.089103 = -1011310.766378
  nChanged 6
		SP:Iteration 38Q (13670.380000 sec): 3 clusters
  Score: Raw -1014376.512085 + Penalty 3061.089103 = -1011315.422983
  nChanged 4
		SP:Iteration 39Q (13670.550000 sec): 3 clusters
  Score: Raw -1014379.972143 + Penalty 3061.089103 = -1011318.883040
  nChanged 3
		SP:Iteration 40F (13670.780000 sec): 3 clusters
  Score: Raw -1014384.078583 + Penalty 3061.089103 = -1011322.989480
  nChanged 5
		SP:Iteration 41Q (13671.020000 sec): 3 clusters
  Score: Raw -1014388.836827 + Penalty 3061.089103 = -1011327.747724
  nChanged 8
		SP:Iteration 42Q (13671.220000 sec): 3 clusters
  Score: Raw -1014398.539621 + Penalty 3061.089103 = -1011337.450518
  nChanged 6
		SP:Iteration 43Q (13671.480000 sec): 3 clusters
  Score: Raw -1014406.462702 + Penalty 3061.089103 = -1011345.373599
  nChanged 5
		SP:Iteration 44Q (13671.730000 sec): 3 clusters
  Score: Raw -1014411.853743 + Penalty 3061.089103 = -1011350.764640
  nChanged 3
		SP:Iteration 45Q (13671.910000 sec): 3 clusters
  Score: Raw -1014414.218783 + Penalty 3061.089103 = -1011353.129680
  nChanged 3
		SP:Iteration 46Q (13672.200000 sec): 3 clusters
  Score: Raw -1014417.558832 + Penalty 3061.089103 = -1011356.469729
  nChanged 3
		SP:Iteration 47Q (13672.430000 sec): 3 clusters
  Score: Raw -1014419.874541 + Penalty 3061.089103 = -1011358.785438
  nChanged 3
		SP:Iteration 48Q (13672.610000 sec): 3 clusters
  Score: Raw -1014421.698138 + Penalty 3061.089103 = -1011360.609035
  nChanged 0
		SP:Iteration 49F (13672.810000 sec): 3 clusters
  Score: Raw -1014421.698138 + Penalty 3061.089103 = -1011360.609035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (91932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13673.380000 sec): 2 clusters
  Score: Raw -7878593.203844 + Penalty 1857.180723 = -7876736.023120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13674.100000 sec): 3 clusters
  Score: Raw -7819044.871926 + Penalty 3714.361447 = -7815330.510479
  nChanged 43775
		SP:Iteration 1F (13674.730000 sec): 3 clusters
  Score: Raw -7844421.770591 + Penalty 3714.361447 = -7840707.409144
  nChanged 3275
		SP:Iteration 2Q (13675.340000 sec): 3 clusters
  Score: Raw -7845346.975302 + Penalty 3714.361447 = -7841632.613855
  nChanged 3521
		SP:Iteration 3Q (13676.050000 sec): 3 clusters
  Score: Raw -7846491.146257 + Penalty 3714.361447 = -7842776.784810
  nChanged 3997
		SP:Iteration 4Q (13676.760000 sec): 3 clusters
  Score: Raw -7848034.901803 + Penalty 3714.361447 = -7844320.540356
  nChanged 4387
		SP:Iteration 5Q (13677.530000 sec): 3 clusters
  Score: Raw -7850085.979921 + Penalty 3714.361447 = -7846371.618474
  nChanged 4774
		SP:Iteration 6F (13678.190000 sec): 3 clusters
  Score: Raw -7852723.868053 + Penalty 3714.361447 = -7849009.506606
  nChanged 5201
		SP:Iteration 7F (13678.910000 sec): 3 clusters
  Score: Raw -7855994.370357 + Penalty 3714.361447 = -7852280.008910
  nChanged 5445
		SP:Iteration 8F (13679.490000 sec): 3 clusters
  Score: Raw -7859712.605363 + Penalty 3714.361447 = -7855998.243916
  nChanged 5342
		SP:Iteration 9F (13680.230000 sec): 3 clusters
  Score: Raw -7863505.137890 + Penalty 3714.361447 = -7859790.776443
  nChanged 4854
		SP:Iteration 10F (13680.930000 sec): 3 clusters
  Score: Raw -7866446.834970 + Penalty 3714.361447 = -7862732.473523
  nChanged 3653
		SP:Iteration 11Q (13681.570000 sec): 3 clusters
  Score: Raw -7868062.019025 + Penalty 3714.361447 = -7864347.657578
  nChanged 2599
		SP:Iteration 12Q (13682.270000 sec): 3 clusters
  Score: Raw -7869024.359149 + Penalty 3714.361447 = -7865309.997702
  nChanged 1993
		SP:Iteration 13Q (13682.870000 sec): 3 clusters
  Score: Raw -7869809.573362 + Penalty 3714.361447 = -7866095.211915
  nChanged 1841
		SP:Iteration 14Q (13683.550000 sec): 3 clusters
  Score: Raw -7870600.770482 + Penalty 3714.361447 = -7866886.409035
  nChanged 1878
		SP:Iteration 15Q (13684.270000 sec): 3 clusters
  Score: Raw -7871463.279511 + Penalty 3714.361447 = -7867748.918064
  nChanged 1865
		SP:Iteration 16Q (13684.870000 sec): 3 clusters
  Score: Raw -7872351.592045 + Penalty 3714.361447 = -7868637.230598
  nChanged 1885
		SP:Iteration 17Q (13685.560000 sec): 3 clusters
  Score: Raw -7873300.232230 + Penalty 3714.361447 = -7869585.870783
  nChanged 1858
		SP:Iteration 18Q (13686.260000 sec): 3 clusters
  Score: Raw -7874258.779457 + Penalty 3714.361447 = -7870544.418010
  nChanged 1706
		SP:Iteration 19Q (13686.890000 sec): 3 clusters
  Score: Raw -7875138.832354 + Penalty 3714.361447 = -7871424.470907
  nChanged 1578
		SP:Iteration 20F (13687.610000 sec): 3 clusters
  Score: Raw -7875911.130744 + Penalty 3714.361447 = -7872196.769297
  nChanged 1404
		SP:Iteration 21Q (13688.300000 sec): 3 clusters
  Score: Raw -7876500.217550 + Penalty 3714.361447 = -7872785.856103
  nChanged 1208
		SP:Iteration 22Q (13689.170000 sec): 3 clusters
  Score: Raw -7876926.280729 + Penalty 3714.361447 = -7873211.919282
  nChanged 945
		SP:Iteration 23Q (13689.950000 sec): 3 clusters
  Score: Raw -7877188.521812 + Penalty 3714.361447 = -7873474.160365
  nChanged 820
		SP:Iteration 24Q (13690.650000 sec): 3 clusters
  Score: Raw -7877375.765611 + Penalty 3714.361447 = -7873661.404164
  nChanged 666
		SP:Iteration 25Q (13691.460000 sec): 3 clusters
  Score: Raw -7877500.337202 + Penalty 3714.361447 = -7873785.975755
  nChanged 530
		SP:Iteration 26Q (13692.260000 sec): 3 clusters
  Score: Raw -7877582.464867 + Penalty 3714.361447 = -7873868.103420
  nChanged 445
		SP:Iteration 27Q (13692.960000 sec): 3 clusters
  Score: Raw -7877639.565286 + Penalty 3714.361447 = -7873925.203839
  nChanged 397
		SP:Iteration 28Q (13693.680000 sec): 3 clusters
  Score: Raw -7877684.140541 + Penalty 3714.361447 = -7873969.779094
  nChanged 342
		SP:Iteration 29Q (13694.390000 sec): 3 clusters
  Score: Raw -7877716.995148 + Penalty 3714.361447 = -7874002.633701
  nChanged 296
		SP:Iteration 30Q (13695.110000 sec): 3 clusters
  Score: Raw -7877742.365195 + Penalty 3714.361447 = -7874028.003748
  nChanged 243
		SP:Iteration 31Q (13695.840000 sec): 3 clusters
  Score: Raw -7877760.395123 + Penalty 3714.361447 = -7874046.033676
  nChanged 212
		SP:Iteration 32Q (13696.530000 sec): 3 clusters
  Score: Raw -7877775.558846 + Penalty 3714.361447 = -7874061.197399
  nChanged 200
		SP:Iteration 33Q (13697.170000 sec): 3 clusters
  Score: Raw -7877788.839044 + Penalty 3714.361447 = -7874074.477597
  nChanged 183
		SP:Iteration 34Q (13697.780000 sec): 3 clusters
  Score: Raw -7877800.698048 + Penalty 3714.361447 = -7874086.336601
  nChanged 176
		SP:Iteration 35Q (13698.420000 sec): 3 clusters
  Score: Raw -7877811.744745 + Penalty 3714.361447 = -7874097.383298
  nChanged 159
		SP:Iteration 36Q (13699.160000 sec): 3 clusters
  Score: Raw -7877820.827433 + Penalty 3714.361447 = -7874106.465986
  nChanged 151
		SP:Iteration 37Q (13699.820000 sec): 3 clusters
  Score: Raw -7877829.997285 + Penalty 3714.361447 = -7874115.635838
  nChanged 137
		SP:Iteration 38Q (13700.460000 sec): 3 clusters
  Score: Raw -7877836.819515 + Penalty 3714.361447 = -7874122.458068
  nChanged 121
		SP:Iteration 39Q (13701.160000 sec): 3 clusters
  Score: Raw -7877841.901868 + Penalty 3714.361447 = -7874127.540421
  nChanged 102
		SP:Iteration 40F (13701.860000 sec): 3 clusters
  Score: Raw -7877845.420752 + Penalty 3714.361447 = -7874131.059305
  nChanged 77
		SP:Iteration 41Q (13702.510000 sec): 3 clusters
  Score: Raw -7877847.858472 + Penalty 3714.361447 = -7874133.497025
  nChanged 65
		SP:Iteration 42Q (13703.160000 sec): 3 clusters
  Score: Raw -7877849.735558 + Penalty 3714.361447 = -7874135.374111
  nChanged 55
		SP:Iteration 43Q (13703.860000 sec): 3 clusters
  Score: Raw -7877851.324171 + Penalty 3714.361447 = -7874136.962724
  nChanged 39
		SP:Iteration 44Q (13704.600000 sec): 3 clusters
  Score: Raw -7877852.270432 + Penalty 3714.361447 = -7874137.908985
  nChanged 33
		SP:Iteration 45Q (13705.270000 sec): 3 clusters
  Score: Raw -7877853.030596 + Penalty 3714.361447 = -7874138.669149
  nChanged 23
		SP:Iteration 46Q (13705.830000 sec): 3 clusters
  Score: Raw -7877853.452672 + Penalty 3714.361447 = -7874139.091225
  nChanged 21
		SP:Iteration 47Q (13706.400000 sec): 3 clusters
  Score: Raw -7877853.840512 + Penalty 3714.361447 = -7874139.479065
  nChanged 25
		SP:Iteration 48Q (13707.000000 sec): 3 clusters
  Score: Raw -7877854.418499 + Penalty 3714.361447 = -7874140.057052
  nChanged 23
		SP:Iteration 49Q (13707.640000 sec): 3 clusters
  Score: Raw -7877854.851578 + Penalty 3714.361447 = -7874140.490131
  nChanged 26
		SP:Iteration 50Q (13708.300000 sec): 3 clusters
  Score: Raw -7877855.250229 + Penalty 3714.361447 = -7874140.888782
  nChanged 18
		SP:Iteration 51Q (13708.920000 sec): 3 clusters
  Score: Raw -7877855.559781 + Penalty 3714.361447 = -7874141.198334
  nChanged 19
		SP:Iteration 52Q (13709.580000 sec): 3 clusters
  Score: Raw -7877855.889118 + Penalty 3714.361447 = -7874141.527671
  nChanged 19
		SP:Iteration 53Q (13710.210000 sec): 3 clusters
  Score: Raw -7877856.276177 + Penalty 3714.361447 = -7874141.914730
  nChanged 27
		SP:Iteration 54Q (13710.900000 sec): 3 clusters
  Score: Raw -7877856.812122 + Penalty 3714.361447 = -7874142.450675
  nChanged 17
		SP:Iteration 55Q (13711.530000 sec): 3 clusters
  Score: Raw -7877857.031822 + Penalty 3714.361447 = -7874142.670375
  nChanged 6
		SP:Iteration 56Q (13712.180000 sec): 3 clusters
  Score: Raw -7877857.120674 + Penalty 3714.361447 = -7874142.759227
  nChanged 5
		SP:Iteration 57Q (13712.970000 sec): 3 clusters
  Score: Raw -7877857.197147 + Penalty 3714.361447 = -7874142.835700
  nChanged 7
		SP:Iteration 58Q (13713.710000 sec): 3 clusters
  Score: Raw -7877857.317339 + Penalty 3714.361447 = -7874142.955892
  nChanged 10
		SP:Iteration 59Q (13714.560000 sec): 3 clusters
  Score: Raw -7877857.461396 + Penalty 3714.361447 = -7874143.099949
  nChanged 8
		SP:Iteration 60F (13715.340000 sec): 3 clusters
  Score: Raw -7877857.604908 + Penalty 3714.361447 = -7874143.243461
  nChanged 10
		SP:Iteration 61Q (13716.020000 sec): 3 clusters
  Score: Raw -7877857.746540 + Penalty 3714.361447 = -7874143.385093
  nChanged 9
		SP:Iteration 62Q (13716.740000 sec): 3 clusters
  Score: Raw -7877857.910793 + Penalty 3714.361447 = -7874143.549346
  nChanged 12
		SP:Iteration 63Q (13717.320000 sec): 3 clusters
  Score: Raw -7877858.175794 + Penalty 3714.361447 = -7874143.814347
  nChanged 19
		SP:Iteration 64Q (13717.990000 sec): 3 clusters
  Score: Raw -7877858.701590 + Penalty 3714.361447 = -7874144.340143
  nChanged 25
		SP:Iteration 65Q (13718.670000 sec): 3 clusters
  Score: Raw -7877859.389104 + Penalty 3714.361447 = -7874145.027657
  nChanged 31
		SP:Iteration 66Q (13719.330000 sec): 3 clusters
  Score: Raw -7877860.277077 + Penalty 3714.361447 = -7874145.915630
  nChanged 27
		SP:Iteration 67Q (13719.970000 sec): 3 clusters
  Score: Raw -7877860.799223 + Penalty 3714.361447 = -7874146.437776
  nChanged 24
		SP:Iteration 68Q (13720.650000 sec): 3 clusters
  Score: Raw -7877861.321942 + Penalty 3714.361447 = -7874146.960495
  nChanged 19
		SP:Iteration 69Q (13721.290000 sec): 3 clusters
  Score: Raw -7877861.695965 + Penalty 3714.361447 = -7874147.334518
  nChanged 13
		SP:Iteration 70Q (13722.000000 sec): 3 clusters
  Score: Raw -7877861.980578 + Penalty 3714.361447 = -7874147.619131
  nChanged 16
		SP:Iteration 71Q (13722.590000 sec): 3 clusters
  Score: Raw -7877862.219510 + Penalty 3714.361447 = -7874147.858063
  nChanged 16
		SP:Iteration 72Q (13723.150000 sec): 3 clusters
  Score: Raw -7877862.518950 + Penalty 3714.361447 = -7874148.157503
  nChanged 16
		SP:Iteration 73Q (13723.740000 sec): 3 clusters
  Score: Raw -7877862.792406 + Penalty 3714.361447 = -7874148.430959
  nChanged 18
		SP:Iteration 74Q (13724.430000 sec): 3 clusters
  Score: Raw -7877863.122701 + Penalty 3714.361447 = -7874148.761254
  nChanged 15
		SP:Iteration 75Q (13725.070000 sec): 3 clusters
  Score: Raw -7877863.330497 + Penalty 3714.361447 = -7874148.969050
  nChanged 7
		SP:Iteration 76Q (13725.700000 sec): 3 clusters
  Score: Raw -7877863.422590 + Penalty 3714.361447 = -7874149.061143
  nChanged 7
		SP:Iteration 77Q (13726.320000 sec): 3 clusters
  Score: Raw -7877863.553551 + Penalty 3714.361447 = -7874149.192104
  nChanged 5
		SP:Iteration 78Q (13726.970000 sec): 3 clusters
  Score: Raw -7877863.627887 + Penalty 3714.361447 = -7874149.266440
  nChanged 5
		SP:Iteration 79Q (13727.520000 sec): 3 clusters
  Score: Raw -7877863.691906 + Penalty 3714.361447 = -7874149.330459
  nChanged 1
		SP:Iteration 80F (13728.180000 sec): 3 clusters
  Score: Raw -7877863.695016 + Penalty 3714.361447 = -7874149.333569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13728.350000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13728.520000 sec): 3 clusters
  Score: Raw -34124.939407 + Penalty 1965.395958 = -32159.543449
  nChanged 92
		SP:Iteration 1F (13728.680000 sec): 3 clusters
  Score: Raw -34268.696107 + Penalty 1965.395958 = -32303.300148
  nChanged 25
		SP:Iteration 2F (13728.920000 sec): 3 clusters
  Score: Raw -34322.708012 + Penalty 1965.395958 = -32357.312054
  nChanged 12
		SP:Iteration 3Q (13729.080000 sec): 3 clusters
  Score: Raw -34345.372647 + Penalty 1965.395958 = -32379.976689
  nChanged 6
		SP:Iteration 4Q (13729.240000 sec): 3 clusters
  Score: Raw -34353.974754 + Penalty 1965.395958 = -32388.578796
  nChanged 5
		SP:Iteration 5Q (13729.410000 sec): 3 clusters
  Score: Raw -34360.278417 + Penalty 1965.395958 = -32394.882459
  nChanged 2
		SP:Iteration 6Q (13729.580000 sec): 3 clusters
  Score: Raw -34365.285555 + Penalty 1965.395958 = -32399.889597
  nChanged 3
		SP:Iteration 7Q (13729.820000 sec): 3 clusters
  Score: Raw -34377.022252 + Penalty 1965.395958 = -32411.626294
  nChanged 6
		SP:Iteration 8Q (13729.970000 sec): 3 clusters
  Score: Raw -34382.448873 + Penalty 1965.395958 = -32417.052915
  nChanged 4
		SP:Iteration 9Q (13730.180000 sec): 3 clusters
  Score: Raw -34387.966025 + Penalty 1965.395958 = -32422.570067
  nChanged 6
		SP:Iteration 10Q (13730.340000 sec): 3 clusters
  Score: Raw -34399.564492 + Penalty 1965.395958 = -32434.168534
  nChanged 6
		SP:Iteration 11Q (13730.540000 sec): 3 clusters
  Score: Raw -34409.593645 + Penalty 1965.395958 = -32444.197687
  nChanged 7
		SP:Iteration 12Q (13730.690000 sec): 3 clusters
  Score: Raw -34417.739614 + Penalty 1965.395958 = -32452.343656
  nChanged 5
		SP:Iteration 13Q (13730.890000 sec): 3 clusters
  Score: Raw -34421.345726 + Penalty 1965.395958 = -32455.949768
  nChanged 2
		SP:Iteration 14Q (13731.110000 sec): 3 clusters
  Score: Raw -34423.393665 + Penalty 1965.395958 = -32457.997707
  nChanged 1
		SP:Iteration 15Q (13731.240000 sec): 3 clusters
  Score: Raw -34424.330030 + Penalty 1965.395958 = -32458.934072
  nChanged 0
		SP:Iteration 16F (13731.410000 sec): 3 clusters
  Score: Raw -34424.330030 + Penalty 1965.395958 = -32458.934072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13731.520000 sec): 2 clusters
  Score: Raw -257242.836339 + Penalty 1331.786555 = -255911.049784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13731.720000 sec): 3 clusters
  Score: Raw -255529.136534 + Penalty 2663.573109 = -252865.563425
  nChanged 1415
		SP:Iteration 1F (13731.900000 sec): 3 clusters
  Score: Raw -256392.527273 + Penalty 2663.573109 = -253728.954163
  nChanged 313
		SP:Iteration 2F (13732.140000 sec): 3 clusters
  Score: Raw -256627.225660 + Penalty 2663.573109 = -253963.652550
  nChanged 235
		SP:Iteration 3F (13732.380000 sec): 3 clusters
  Score: Raw -256845.943194 + Penalty 2663.573109 = -254182.370085
  nChanged 200
		SP:Iteration 4F (13732.560000 sec): 3 clusters
  Score: Raw -257022.832764 + Penalty 2663.573109 = -254359.259654
  nChanged 176
		SP:Iteration 5Q (13732.770000 sec): 3 clusters
  Score: Raw -257180.371374 + Penalty 2663.573109 = -254516.798265
  nChanged 179
		SP:Iteration 6Q (13732.960000 sec): 3 clusters
  Score: Raw -257333.734992 + Penalty 2663.573109 = -254670.161882
  nChanged 142
		SP:Iteration 7Q (13733.160000 sec): 3 clusters
  Score: Raw -257476.812230 + Penalty 2663.573109 = -254813.239120
  nChanged 141
		SP:Iteration 8Q (13733.390000 sec): 3 clusters
  Score: Raw -257603.112068 + Penalty 2663.573109 = -254939.538959
  nChanged 140
		SP:Iteration 9Q (13733.590000 sec): 3 clusters
  Score: Raw -257726.067877 + Penalty 2663.573109 = -255062.494768
  nChanged 134
		SP:Iteration 10Q (13733.710000 sec): 3 clusters
  Score: Raw -257809.375305 + Penalty 2663.573109 = -255145.802196
  nChanged 81
		SP:Iteration 11Q (13733.920000 sec): 3 clusters
  Score: Raw -257855.156119 + Penalty 2663.573109 = -255191.583010
  nChanged 58
		SP:Iteration 12Q (13734.120000 sec): 3 clusters
  Score: Raw -257881.904604 + Penalty 2663.573109 = -255218.331495
  nChanged 49
		SP:Iteration 13Q (13734.310000 sec): 3 clusters
  Score: Raw -257909.084835 + Penalty 2663.573109 = -255245.511726
  nChanged 47
		SP:Iteration 14Q (13734.520000 sec): 3 clusters
  Score: Raw -257934.757012 + Penalty 2663.573109 = -255271.183903
  nChanged 42
		SP:Iteration 15Q (13734.720000 sec): 3 clusters
  Score: Raw -257952.702229 + Penalty 2663.573109 = -255289.129120
  nChanged 26
		SP:Iteration 16Q (13734.920000 sec): 3 clusters
  Score: Raw -257961.652956 + Penalty 2663.573109 = -255298.079846
  nChanged 37
		SP:Iteration 17Q (13735.120000 sec): 3 clusters
  Score: Raw -257977.282527 + Penalty 2663.573109 = -255313.709418
  nChanged 32
		SP:Iteration 18Q (13735.300000 sec): 3 clusters
  Score: Raw -257992.726292 + Penalty 2663.573109 = -255329.153183
  nChanged 30
		SP:Iteration 19Q (13735.520000 sec): 3 clusters
  Score: Raw -258005.288759 + Penalty 2663.573109 = -255341.715650
  nChanged 25
		SP:Iteration 20F (13735.710000 sec): 3 clusters
  Score: Raw -258014.183158 + Penalty 2663.573109 = -255350.610048
  nChanged 14
		SP:Iteration 21Q (13735.890000 sec): 3 clusters
  Score: Raw -258017.546285 + Penalty 2663.573109 = -255353.973175
  nChanged 6
		SP:Iteration 22Q (13736.080000 sec): 3 clusters
  Score: Raw -258018.800077 + Penalty 2663.573109 = -255355.226967
  nChanged 8
		SP:Iteration 23Q (13736.280000 sec): 3 clusters
  Score: Raw -258020.973985 + Penalty 2663.573109 = -255357.400876
  nChanged 6
		SP:Iteration 24Q (13736.460000 sec): 3 clusters
  Score: Raw -258022.732316 + Penalty 2663.573109 = -255359.159206
  nChanged 10
		SP:Iteration 25Q (13736.660000 sec): 3 clusters
  Score: Raw -258025.273237 + Penalty 2663.573109 = -255361.700127
  nChanged 4
		SP:Iteration 26Q (13736.850000 sec): 3 clusters
  Score: Raw -258026.302283 + Penalty 2663.573109 = -255362.729174
  nChanged 4
		SP:Iteration 27Q (13736.990000 sec): 3 clusters
  Score: Raw -258027.396374 + Penalty 2663.573109 = -255363.823264
  nChanged 4
		SP:Iteration 28Q (13737.180000 sec): 3 clusters
  Score: Raw -258028.701593 + Penalty 2663.573109 = -255365.128484
  nChanged 7
		SP:Iteration 29Q (13737.360000 sec): 3 clusters
  Score: Raw -258031.066440 + Penalty 2663.573109 = -255367.493330
  nChanged 7
		SP:Iteration 30Q (13737.530000 sec): 3 clusters
  Score: Raw -258033.140278 + Penalty 2663.573109 = -255369.567169
  nChanged 3
		SP:Iteration 31Q (13737.720000 sec): 3 clusters
  Score: Raw -258034.885934 + Penalty 2663.573109 = -255371.312825
  nChanged 7
		SP:Iteration 32Q (13737.910000 sec): 3 clusters
  Score: Raw -258037.252035 + Penalty 2663.573109 = -255373.678925
  nChanged 12
		SP:Iteration 33Q (13738.070000 sec): 3 clusters
  Score: Raw -258040.512286 + Penalty 2663.573109 = -255376.939176
  nChanged 5
		SP:Iteration 34Q (13738.230000 sec): 3 clusters
  Score: Raw -258042.738003 + Penalty 2663.573109 = -255379.164893
  nChanged 5
		SP:Iteration 35Q (13738.390000 sec): 3 clusters
  Score: Raw -258044.247497 + Penalty 2663.573109 = -255380.674387
  nChanged 7
		SP:Iteration 36Q (13738.550000 sec): 3 clusters
  Score: Raw -258047.102168 + Penalty 2663.573109 = -255383.529059
  nChanged 6
		SP:Iteration 37Q (13738.750000 sec): 3 clusters
  Score: Raw -258048.333862 + Penalty 2663.573109 = -255384.760752
  nChanged 4
		SP:Iteration 38Q (13738.890000 sec): 3 clusters
  Score: Raw -258049.705665 + Penalty 2663.573109 = -255386.132555
  nChanged 5
		SP:Iteration 39Q (13739.060000 sec): 3 clusters
  Score: Raw -258050.990481 + Penalty 2663.573109 = -255387.417372
  nChanged 3
		SP:Iteration 40F (13739.230000 sec): 3 clusters
  Score: Raw -258051.601076 + Penalty 2663.573109 = -255388.027967
  nChanged 2
		SP:Iteration 41Q (13739.360000 sec): 3 clusters
  Score: Raw -258052.440654 + Penalty 2663.573109 = -255388.867545
  nChanged 3
		SP:Iteration 42Q (13739.490000 sec): 3 clusters
  Score: Raw -258053.802389 + Penalty 2663.573109 = -255390.229280
  nChanged 2
		SP:Iteration 43Q (13739.660000 sec): 3 clusters
  Score: Raw -258054.423664 + Penalty 2663.573109 = -255390.850555
  nChanged 2
		SP:Iteration 44Q (13739.820000 sec): 3 clusters
  Score: Raw -258054.655203 + Penalty 2663.573109 = -255391.082094
  nChanged 1
		SP:Iteration 45Q (13740.020000 sec): 3 clusters
  Score: Raw -258054.731965 + Penalty 2663.573109 = -255391.158855
  nChanged 0
		SP:Iteration 46F (13740.170000 sec): 3 clusters
  Score: Raw -258054.731965 + Penalty 2663.573109 = -255391.158855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13740.290000 sec): 2 clusters
  Score: Raw -278105.060701 + Penalty 1322.706495 = -276782.354205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13740.460000 sec): 3 clusters
  Score: Raw -276439.690861 + Penalty 2645.412991 = -273794.277870
  nChanged 1296
		SP:Iteration 1F (13740.650000 sec): 3 clusters
  Score: Raw -277191.396727 + Penalty 2645.412991 = -274545.983736
  nChanged 265
		SP:Iteration 2F (13740.780000 sec): 3 clusters
  Score: Raw -277361.400393 + Penalty 2645.412991 = -274715.987402
  nChanged 197
		SP:Iteration 3F (13740.950000 sec): 3 clusters
  Score: Raw -277487.333163 + Penalty 2645.412991 = -274841.920172
  nChanged 187
		SP:Iteration 4F (13741.120000 sec): 3 clusters
  Score: Raw -277607.946943 + Penalty 2645.412991 = -274962.533952
  nChanged 147
		SP:Iteration 5Q (13741.260000 sec): 3 clusters
  Score: Raw -277701.643137 + Penalty 2645.412991 = -275056.230146
  nChanged 119
		SP:Iteration 6Q (13741.430000 sec): 3 clusters
  Score: Raw -277765.980923 + Penalty 2645.412991 = -275120.567932
  nChanged 99
		SP:Iteration 7Q (13741.690000 sec): 3 clusters
  Score: Raw -277821.500089 + Penalty 2645.412991 = -275176.087098
  nChanged 79
		SP:Iteration 8Q (13741.880000 sec): 3 clusters
  Score: Raw -277867.563599 + Penalty 2645.412991 = -275222.150608
  nChanged 80
		SP:Iteration 9Q (13742.060000 sec): 3 clusters
  Score: Raw -277923.449959 + Penalty 2645.412991 = -275278.036968
  nChanged 84
		SP:Iteration 10Q (13742.240000 sec): 3 clusters
  Score: Raw -277974.086269 + Penalty 2645.412991 = -275328.673278
  nChanged 69
		SP:Iteration 11Q (13742.420000 sec): 3 clusters
  Score: Raw -278018.199782 + Penalty 2645.412991 = -275372.786791
  nChanged 63
		SP:Iteration 12Q (13742.610000 sec): 3 clusters
  Score: Raw -278056.872020 + Penalty 2645.412991 = -275411.459029
  nChanged 51
		SP:Iteration 13Q (13742.760000 sec): 3 clusters
  Score: Raw -278089.041903 + Penalty 2645.412991 = -275443.628912
  nChanged 60
		SP:Iteration 14Q (13742.940000 sec): 3 clusters
  Score: Raw -278124.315353 + Penalty 2645.412991 = -275478.902362
  nChanged 48
		SP:Iteration 15Q (13743.170000 sec): 3 clusters
  Score: Raw -278158.581029 + Penalty 2645.412991 = -275513.168038
  nChanged 39
		SP:Iteration 16Q (13743.390000 sec): 3 clusters
  Score: Raw -278187.551404 + Penalty 2645.412991 = -275542.138413
  nChanged 32
		SP:Iteration 17Q (13743.580000 sec): 3 clusters
  Score: Raw -278210.318289 + Penalty 2645.412991 = -275564.905298
  nChanged 26
		SP:Iteration 18Q (13743.770000 sec): 3 clusters
  Score: Raw -278225.740882 + Penalty 2645.412991 = -275580.327891
  nChanged 18
		SP:Iteration 19Q (13744.000000 sec): 3 clusters
  Score: Raw -278241.439827 + Penalty 2645.412991 = -275596.026836
  nChanged 15
		SP:Iteration 20F (13744.200000 sec): 3 clusters
  Score: Raw -278251.485703 + Penalty 2645.412991 = -275606.072713
  nChanged 11
		SP:Iteration 21Q (13744.390000 sec): 3 clusters
  Score: Raw -278258.929008 + Penalty 2645.412991 = -275613.516017
  nChanged 12
		SP:Iteration 22Q (13744.610000 sec): 3 clusters
  Score: Raw -278267.157776 + Penalty 2645.412991 = -275621.744785
  nChanged 11
		SP:Iteration 23Q (13744.830000 sec): 3 clusters
  Score: Raw -278273.331041 + Penalty 2645.412991 = -275627.918050
  nChanged 5
		SP:Iteration 24Q (13745.010000 sec): 3 clusters
  Score: Raw -278276.329957 + Penalty 2645.412991 = -275630.916966
  nChanged 1
		SP:Iteration 25Q (13745.210000 sec): 3 clusters
  Score: Raw -278276.534233 + Penalty 2645.412991 = -275631.121242
  nChanged 0
		SP:Iteration 26F (13745.370000 sec): 3 clusters
  Score: Raw -278276.534233 + Penalty 2645.412991 = -275631.121242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13745.470000 sec): 2 clusters
  Score: Raw -47440.762314 + Penalty 1058.640812 = -46382.121502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13745.680000 sec): 3 clusters
  Score: Raw -47371.853499 + Penalty 2117.281625 = -45254.571874
  nChanged 180
		SP:Iteration 1F (13745.810000 sec): 3 clusters
  Score: Raw -47660.864236 + Penalty 2117.281625 = -45543.582612
  nChanged 45
		SP:Iteration 2F (13745.990000 sec): 3 clusters
  Score: Raw -47787.576428 + Penalty 2117.281625 = -45670.294803
  nChanged 31
		SP:Iteration 3Q (13746.140000 sec): 3 clusters
  Score: Raw -47849.506455 + Penalty 2117.281625 = -45732.224831
  nChanged 26
		SP:Iteration 4Q (13746.310000 sec): 3 clusters
  Score: Raw -47895.574800 + Penalty 2117.281625 = -45778.293176
  nChanged 11
		SP:Iteration 5Q (13746.530000 sec): 3 clusters
  Score: Raw -47918.306915 + Penalty 2117.281625 = -45801.025290
  nChanged 13
		SP:Iteration 6Q (13746.690000 sec): 3 clusters
  Score: Raw -47952.139490 + Penalty 2117.281625 = -45834.857866
  nChanged 14
		SP:Iteration 7Q (13746.920000 sec): 3 clusters
  Score: Raw -47971.402340 + Penalty 2117.281625 = -45854.120715
  nChanged 10
		SP:Iteration 8Q (13747.060000 sec): 3 clusters
  Score: Raw -47992.169424 + Penalty 2117.281625 = -45874.887800
  nChanged 9
		SP:Iteration 9Q (13747.270000 sec): 3 clusters
  Score: Raw -48009.975050 + Penalty 2117.281625 = -45892.693426
  nChanged 4
		SP:Iteration 10Q (13747.460000 sec): 3 clusters
  Score: Raw -48016.901462 + Penalty 2117.281625 = -45899.619837
  nChanged 6
		SP:Iteration 11Q (13747.660000 sec): 3 clusters
  Score: Raw -48022.666492 + Penalty 2117.281625 = -45905.384868
  nChanged 3
		SP:Iteration 12Q (13747.830000 sec): 3 clusters
  Score: Raw -48027.129358 + Penalty 2117.281625 = -45909.847733
  nChanged 2
		SP:Iteration 13Q (13747.990000 sec): 3 clusters
  Score: Raw -48032.895488 + Penalty 2117.281625 = -45915.613864
  nChanged 6
		SP:Iteration 14Q (13748.150000 sec): 3 clusters
  Score: Raw -48040.643715 + Penalty 2117.281625 = -45923.362090
  nChanged 3
		SP:Iteration 15Q (13748.330000 sec): 3 clusters
  Score: Raw -48045.179322 + Penalty 2117.281625 = -45927.897697
  nChanged 2
		SP:Iteration 16Q (13748.510000 sec): 3 clusters
  Score: Raw -48051.115047 + Penalty 2117.281625 = -45933.833423
  nChanged 3
		SP:Iteration 17Q (13748.680000 sec): 3 clusters
  Score: Raw -48055.530322 + Penalty 2117.281625 = -45938.248698
  nChanged 4
		SP:Iteration 18Q (13748.900000 sec): 3 clusters
  Score: Raw -48059.806540 + Penalty 2117.281625 = -45942.524916
  nChanged 1
		SP:Iteration 19Q (13749.040000 sec): 3 clusters
  Score: Raw -48060.958349 + Penalty 2117.281625 = -45943.676724
  nChanged 0
		SP:Iteration 20F (13749.240000 sec): 3 clusters
  Score: Raw -48060.958349 + Penalty 2117.281625 = -45943.676724
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13749.310000 sec): 2 clusters
  Score: Raw -172721.641661 + Penalty 1254.935096 = -171466.706565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13749.530000 sec): 3 clusters
  Score: Raw -171773.869479 + Penalty 2509.870193 = -169263.999286
  nChanged 794
		SP:Iteration 1F (13749.690000 sec): 3 clusters
  Score: Raw -172233.591429 + Penalty 2509.870193 = -169723.721237
  nChanged 149
		SP:Iteration 2F (13749.850000 sec): 3 clusters
  Score: Raw -172329.632626 + Penalty 2509.870193 = -169819.762434
  nChanged 105
		SP:Iteration 3Q (13750.050000 sec): 3 clusters
  Score: Raw -172412.016973 + Penalty 2509.870193 = -169902.146780
  nChanged 105
		SP:Iteration 4Q (13750.220000 sec): 3 clusters
  Score: Raw -172508.789523 + Penalty 2509.870193 = -169998.919331
  nChanged 92
		SP:Iteration 5Q (13750.420000 sec): 3 clusters
  Score: Raw -172570.733774 + Penalty 2509.870193 = -170060.863582
  nChanged 61
		SP:Iteration 6Q (13750.570000 sec): 3 clusters
  Score: Raw -172609.331860 + Penalty 2509.870193 = -170099.461667
  nChanged 63
		SP:Iteration 7Q (13750.740000 sec): 3 clusters
  Score: Raw -172650.489321 + Penalty 2509.870193 = -170140.619128
  nChanged 57
		SP:Iteration 8Q (13750.930000 sec): 3 clusters
  Score: Raw -172690.190691 + Penalty 2509.870193 = -170180.320498
  nChanged 66
		SP:Iteration 9Q (13751.130000 sec): 3 clusters
  Score: Raw -172745.237662 + Penalty 2509.870193 = -170235.367469
  nChanged 60
		SP:Iteration 10Q (13751.320000 sec): 3 clusters
  Score: Raw -172789.321899 + Penalty 2509.870193 = -170279.451706
  nChanged 57
		SP:Iteration 11Q (13751.520000 sec): 3 clusters
  Score: Raw -172835.252588 + Penalty 2509.870193 = -170325.382396
  nChanged 51
		SP:Iteration 12Q (13751.670000 sec): 3 clusters
  Score: Raw -172872.626906 + Penalty 2509.870193 = -170362.756713
  nChanged 32
		SP:Iteration 13Q (13751.890000 sec): 3 clusters
  Score: Raw -172891.514589 + Penalty 2509.870193 = -170381.644396
  nChanged 30
		SP:Iteration 14Q (13752.050000 sec): 3 clusters
  Score: Raw -172910.969015 + Penalty 2509.870193 = -170401.098822
  nChanged 24
		SP:Iteration 15Q (13752.240000 sec): 3 clusters
  Score: Raw -172925.671341 + Penalty 2509.870193 = -170415.801148
  nChanged 18
		SP:Iteration 16Q (13752.450000 sec): 3 clusters
  Score: Raw -172938.356977 + Penalty 2509.870193 = -170428.486785
  nChanged 17
		SP:Iteration 17Q (13752.610000 sec): 3 clusters
  Score: Raw -172950.296521 + Penalty 2509.870193 = -170440.426328
  nChanged 17
		SP:Iteration 18Q (13752.820000 sec): 3 clusters
  Score: Raw -172961.743295 + Penalty 2509.870193 = -170451.873102
  nChanged 11
		SP:Iteration 19Q (13753.000000 sec): 3 clusters
  Score: Raw -172967.796011 + Penalty 2509.870193 = -170457.925818
  nChanged 6
		SP:Iteration 20F (13753.150000 sec): 3 clusters
  Score: Raw -172970.123782 + Penalty 2509.870193 = -170460.253589
  nChanged 5
		SP:Iteration 21Q (13753.340000 sec): 3 clusters
  Score: Raw -172972.679770 + Penalty 2509.870193 = -170462.809577
  nChanged 5
		SP:Iteration 22Q (13753.480000 sec): 3 clusters
  Score: Raw -172975.125256 + Penalty 2509.870193 = -170465.255063
  nChanged 4
		SP:Iteration 23Q (13753.650000 sec): 3 clusters
  Score: Raw -172976.688484 + Penalty 2509.870193 = -170466.818291
  nChanged 3
		SP:Iteration 24Q (13753.850000 sec): 3 clusters
  Score: Raw -172977.480296 + Penalty 2509.870193 = -170467.610103
  nChanged 3
		SP:Iteration 25Q (13753.990000 sec): 3 clusters
  Score: Raw -172979.678819 + Penalty 2509.870193 = -170469.808626
  nChanged 6
		SP:Iteration 26Q (13754.150000 sec): 3 clusters
  Score: Raw -172983.125007 + Penalty 2509.870193 = -170473.254815
  nChanged 4
		SP:Iteration 27Q (13754.300000 sec): 3 clusters
  Score: Raw -172986.187810 + Penalty 2509.870193 = -170476.317617
  nChanged 4
		SP:Iteration 28Q (13754.530000 sec): 3 clusters
  Score: Raw -172988.438284 + Penalty 2509.870193 = -170478.568091
  nChanged 4
		SP:Iteration 29Q (13754.700000 sec): 3 clusters
  Score: Raw -172989.453227 + Penalty 2509.870193 = -170479.583034
  nChanged 1
		SP:Iteration 30Q (13754.870000 sec): 3 clusters
  Score: Raw -172989.725238 + Penalty 2509.870193 = -170479.855045
  nChanged 2
		SP:Iteration 31Q (13755.040000 sec): 3 clusters
  Score: Raw -172990.478600 + Penalty 2509.870193 = -170480.608407
  nChanged 1
		SP:Iteration 32Q (13755.250000 sec): 3 clusters
  Score: Raw -172991.123230 + Penalty 2509.870193 = -170481.253037
  nChanged 2
		SP:Iteration 33Q (13755.450000 sec): 3 clusters
  Score: Raw -172991.582795 + Penalty 2509.870193 = -170481.712602
  nChanged 2
		SP:Iteration 34Q (13755.650000 sec): 3 clusters
  Score: Raw -172992.807496 + Penalty 2509.870193 = -170482.937304
  nChanged 3
		SP:Iteration 35Q (13755.820000 sec): 3 clusters
  Score: Raw -172994.007987 + Penalty 2509.870193 = -170484.137794
  nChanged 0
		SP:Iteration 36F (13755.990000 sec): 3 clusters
  Score: Raw -172994.007987 + Penalty 2509.870193 = -170484.137794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13756.050000 sec): 2 clusters
  Score: Raw -11291.065242 + Penalty 851.783890 = -10439.281352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13756.190000 sec): 3 clusters
  Score: Raw -11437.708892 + Penalty 1703.567780 = -9734.141113
  nChanged 24
		SP:Iteration 1F (13756.390000 sec): 3 clusters
  Score: Raw -11516.408268 + Penalty 1703.567780 = -9812.840488
  nChanged 8
		SP:Iteration 2Q (13756.490000 sec): 3 clusters
  Score: Raw -11549.484883 + Penalty 1703.567780 = -9845.917104
  nChanged 5
		SP:Iteration 3Q (13756.630000 sec): 3 clusters
  Score: Raw -11586.053007 + Penalty 1703.567780 = -9882.485227
  nChanged 3
		SP:Iteration 4Q (13756.790000 sec): 3 clusters
  Score: Raw -11596.587312 + Penalty 1703.567780 = -9893.019532
  nChanged 1
		SP:Iteration 5Q (13756.960000 sec): 3 clusters
  Score: Raw -11601.691959 + Penalty 1703.567780 = -9898.124179
  nChanged 1
		SP:Iteration 6Q (13757.140000 sec): 3 clusters
  Score: Raw -11612.352102 + Penalty 1703.567780 = -9908.784322
  nChanged 1
		SP:Iteration 7Q (13757.320000 sec): 3 clusters
  Score: Raw -11619.714988 + Penalty 1703.567780 = -9916.147208
  nChanged 0
		SP:Iteration 8F (13757.530000 sec): 3 clusters
  Score: Raw -11619.714988 + Penalty 1703.567780 = -9916.147208
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13757.610000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13757.750000 sec): 3 clusters
  Score: Raw -223691.829557 + Penalty 2572.725381 = -221119.104176
  nChanged 1022
		SP:Iteration 1F (13757.930000 sec): 3 clusters
  Score: Raw -224325.760600 + Penalty 2572.725381 = -221753.035218
  nChanged 239
		SP:Iteration 2F (13758.170000 sec): 3 clusters
  Score: Raw -224513.574058 + Penalty 2572.725381 = -221940.848677
  nChanged 163
		SP:Iteration 3F (13758.370000 sec): 3 clusters
  Score: Raw -224629.657051 + Penalty 2572.725381 = -222056.931670
  nChanged 141
		SP:Iteration 4F (13758.540000 sec): 3 clusters
  Score: Raw -224743.995594 + Penalty 2572.725381 = -222171.270213
  nChanged 130
		SP:Iteration 5Q (13758.710000 sec): 3 clusters
  Score: Raw -224849.674490 + Penalty 2572.725381 = -222276.949108
  nChanged 126
		SP:Iteration 6Q (13758.850000 sec): 3 clusters
  Score: Raw -224953.219976 + Penalty 2572.725381 = -222380.494595
  nChanged 113
		SP:Iteration 7Q (13759.020000 sec): 3 clusters
  Score: Raw -225048.662927 + Penalty 2572.725381 = -222475.937546
  nChanged 95
		SP:Iteration 8Q (13759.200000 sec): 3 clusters
  Score: Raw -225110.718975 + Penalty 2572.725381 = -222537.993593
  nChanged 72
		SP:Iteration 9Q (13759.400000 sec): 3 clusters
  Score: Raw -225154.406050 + Penalty 2572.725381 = -222581.680669
  nChanged 45
		SP:Iteration 10Q (13759.550000 sec): 3 clusters
  Score: Raw -225181.724686 + Penalty 2572.725381 = -222608.999304
  nChanged 31
		SP:Iteration 11Q (13759.720000 sec): 3 clusters
  Score: Raw -225196.529774 + Penalty 2572.725381 = -222623.804393
  nChanged 18
		SP:Iteration 12Q (13759.920000 sec): 3 clusters
  Score: Raw -225204.232170 + Penalty 2572.725381 = -222631.506788
  nChanged 20
		SP:Iteration 13Q (13760.110000 sec): 3 clusters
  Score: Raw -225211.146937 + Penalty 2572.725381 = -222638.421555
  nChanged 19
		SP:Iteration 14Q (13760.270000 sec): 3 clusters
  Score: Raw -225219.644807 + Penalty 2572.725381 = -222646.919426
  nChanged 17
		SP:Iteration 15Q (13760.460000 sec): 3 clusters
  Score: Raw -225229.949663 + Penalty 2572.725381 = -222657.224282
  nChanged 16
		SP:Iteration 16Q (13760.630000 sec): 3 clusters
  Score: Raw -225238.150438 + Penalty 2572.725381 = -222665.425057
  nChanged 13
		SP:Iteration 17Q (13760.870000 sec): 3 clusters
  Score: Raw -225242.641887 + Penalty 2572.725381 = -222669.916506
  nChanged 4
		SP:Iteration 18Q (13761.090000 sec): 3 clusters
  Score: Raw -225244.025299 + Penalty 2572.725381 = -222671.299917
  nChanged 4
		SP:Iteration 19Q (13761.280000 sec): 3 clusters
  Score: Raw -225245.466371 + Penalty 2572.725381 = -222672.740990
  nChanged 5
		SP:Iteration 20F (13761.420000 sec): 3 clusters
  Score: Raw -225247.206672 + Penalty 2572.725381 = -222674.481291
  nChanged 6
		SP:Iteration 21Q (13761.570000 sec): 3 clusters
  Score: Raw -225249.136608 + Penalty 2572.725381 = -222676.411227
  nChanged 6
		SP:Iteration 22Q (13761.730000 sec): 3 clusters
  Score: Raw -225250.946314 + Penalty 2572.725381 = -222678.220932
  nChanged 2
		SP:Iteration 23Q (13761.910000 sec): 3 clusters
  Score: Raw -225252.155363 + Penalty 2572.725381 = -222679.429982
  nChanged 7
		SP:Iteration 24Q (13762.040000 sec): 3 clusters
  Score: Raw -225254.362348 + Penalty 2572.725381 = -222681.636966
  nChanged 2
		SP:Iteration 25Q (13762.230000 sec): 3 clusters
  Score: Raw -225255.352264 + Penalty 2572.725381 = -222682.626882
  nChanged 4
		SP:Iteration 26Q (13762.460000 sec): 3 clusters
  Score: Raw -225256.298036 + Penalty 2572.725381 = -222683.572654
  nChanged 6
		SP:Iteration 27Q (13762.580000 sec): 3 clusters
  Score: Raw -225258.149397 + Penalty 2572.725381 = -222685.424015
  nChanged 2
		SP:Iteration 28Q (13762.810000 sec): 3 clusters
  Score: Raw -225258.647899 + Penalty 2572.725381 = -222685.922518
  nChanged 4
		SP:Iteration 29Q (13762.970000 sec): 3 clusters
  Score: Raw -225260.327048 + Penalty 2572.725381 = -222687.601667
  nChanged 3
		SP:Iteration 30Q (13763.080000 sec): 3 clusters
  Score: Raw -225261.787251 + Penalty 2572.725381 = -222689.061869
  nChanged 5
		SP:Iteration 31Q (13763.280000 sec): 3 clusters
  Score: Raw -225262.999053 + Penalty 2572.725381 = -222690.273672
  nChanged 2
		SP:Iteration 32Q (13763.450000 sec): 3 clusters
  Score: Raw -225263.475398 + Penalty 2572.725381 = -222690.750017
  nChanged 2
		SP:Iteration 33Q (13763.620000 sec): 3 clusters
  Score: Raw -225264.205850 + Penalty 2572.725381 = -222691.480469
  nChanged 1
		SP:Iteration 34Q (13763.770000 sec): 3 clusters
  Score: Raw -225264.408365 + Penalty 2572.725381 = -222691.682984
  nChanged 0
		SP:Iteration 35F (13763.940000 sec): 3 clusters
  Score: Raw -225264.408365 + Penalty 2572.725381 = -222691.682984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13764.060000 sec): 2 clusters
  Score: Raw -370166.884218 + Penalty 1398.375420 = -368768.508798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13764.240000 sec): 3 clusters
  Score: Raw -367348.581390 + Penalty 2796.750841 = -364551.830549
  nChanged 2219
		SP:Iteration 1F (13764.420000 sec): 3 clusters
  Score: Raw -368837.915029 + Penalty 2796.750841 = -366041.164188
  nChanged 505
		SP:Iteration 2F (13764.580000 sec): 3 clusters
  Score: Raw -369284.463518 + Penalty 2796.750841 = -366487.712677
  nChanged 436
		SP:Iteration 3F (13764.760000 sec): 3 clusters
  Score: Raw -369749.227753 + Penalty 2796.750841 = -366952.476912
  nChanged 407
		SP:Iteration 4F (13764.930000 sec): 3 clusters
  Score: Raw -370126.339596 + Penalty 2796.750841 = -367329.588755
  nChanged 333
		SP:Iteration 5F (13765.140000 sec): 3 clusters
  Score: Raw -370446.282008 + Penalty 2796.750841 = -367649.531167
  nChanged 270
		SP:Iteration 6Q (13765.320000 sec): 3 clusters
  Score: Raw -370679.927095 + Penalty 2796.750841 = -367883.176254
  nChanged 222
		SP:Iteration 7Q (13765.460000 sec): 3 clusters
  Score: Raw -370826.348074 + Penalty 2796.750841 = -368029.597233
  nChanged 158
		SP:Iteration 8Q (13765.640000 sec): 3 clusters
  Score: Raw -370915.394945 + Penalty 2796.750841 = -368118.644104
  nChanged 151
		SP:Iteration 9Q (13765.820000 sec): 3 clusters
  Score: Raw -370991.464236 + Penalty 2796.750841 = -368194.713395
  nChanged 109
		SP:Iteration 10Q (13765.990000 sec): 3 clusters
  Score: Raw -371035.335154 + Penalty 2796.750841 = -368238.584314
  nChanged 85
		SP:Iteration 11Q (13766.170000 sec): 3 clusters
  Score: Raw -371063.969782 + Penalty 2796.750841 = -368267.218941
  nChanged 53
		SP:Iteration 12Q (13766.360000 sec): 3 clusters
  Score: Raw -371078.925497 + Penalty 2796.750841 = -368282.174657
  nChanged 44
		SP:Iteration 13Q (13766.520000 sec): 3 clusters
  Score: Raw -371090.318347 + Penalty 2796.750841 = -368293.567506
  nChanged 31
		SP:Iteration 14Q (13766.720000 sec): 3 clusters
  Score: Raw -371100.178118 + Penalty 2796.750841 = -368303.427277
  nChanged 30
		SP:Iteration 15Q (13766.890000 sec): 3 clusters
  Score: Raw -371106.243086 + Penalty 2796.750841 = -368309.492246
  nChanged 23
		SP:Iteration 16Q (13767.100000 sec): 3 clusters
  Score: Raw -371110.363049 + Penalty 2796.750841 = -368313.612209
  nChanged 10
		SP:Iteration 17Q (13767.300000 sec): 3 clusters
  Score: Raw -371112.338677 + Penalty 2796.750841 = -368315.587837
  nChanged 11
		SP:Iteration 18Q (13767.490000 sec): 3 clusters
  Score: Raw -371113.841779 + Penalty 2796.750841 = -368317.090938
  nChanged 8
		SP:Iteration 19Q (13767.680000 sec): 3 clusters
  Score: Raw -371115.214443 + Penalty 2796.750841 = -368318.463603
  nChanged 9
		SP:Iteration 20F (13767.850000 sec): 3 clusters
  Score: Raw -371117.630226 + Penalty 2796.750841 = -368320.879385
  nChanged 12
		SP:Iteration 21Q (13768.040000 sec): 3 clusters
  Score: Raw -371120.107104 + Penalty 2796.750841 = -368323.356264
  nChanged 9
		SP:Iteration 22Q (13768.240000 sec): 3 clusters
  Score: Raw -371122.205507 + Penalty 2796.750841 = -368325.454666
  nChanged 7
		SP:Iteration 23Q (13768.430000 sec): 3 clusters
  Score: Raw -371124.883571 + Penalty 2796.750841 = -368328.132730
  nChanged 12
		SP:Iteration 24Q (13768.580000 sec): 3 clusters
  Score: Raw -371128.488098 + Penalty 2796.750841 = -368331.737257
  nChanged 15
		SP:Iteration 25Q (13768.700000 sec): 3 clusters
  Score: Raw -371131.496537 + Penalty 2796.750841 = -368334.745696
  nChanged 9
		SP:Iteration 26Q (13768.850000 sec): 3 clusters
  Score: Raw -371134.336839 + Penalty 2796.750841 = -368337.585998
  nChanged 12
		SP:Iteration 27Q (13769.060000 sec): 3 clusters
  Score: Raw -371137.263926 + Penalty 2796.750841 = -368340.513085
  nChanged 12
		SP:Iteration 28Q (13769.220000 sec): 3 clusters
  Score: Raw -371140.486193 + Penalty 2796.750841 = -368343.735352
  nChanged 9
		SP:Iteration 29Q (13769.440000 sec): 3 clusters
  Score: Raw -371142.433911 + Penalty 2796.750841 = -368345.683070
  nChanged 9
		SP:Iteration 30Q (13769.650000 sec): 3 clusters
  Score: Raw -371144.187631 + Penalty 2796.750841 = -368347.436790
  nChanged 4
		SP:Iteration 31Q (13769.890000 sec): 3 clusters
  Score: Raw -371145.197634 + Penalty 2796.750841 = -368348.446793
  nChanged 5
		SP:Iteration 32Q (13770.100000 sec): 3 clusters
  Score: Raw -371146.063178 + Penalty 2796.750841 = -368349.312337
  nChanged 1
		SP:Iteration 33Q (13770.300000 sec): 3 clusters
  Score: Raw -371146.160836 + Penalty 2796.750841 = -368349.409995
  nChanged 0
		SP:Iteration 34F (13770.480000 sec): 3 clusters
  Score: Raw -371146.160836 + Penalty 2796.750841 = -368349.409995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13770.560000 sec): 2 clusters
  Score: Raw -121024.316665 + Penalty 1216.938605 = -119807.378060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13770.760000 sec): 3 clusters
  Score: Raw -120318.436514 + Penalty 2433.877211 = -117884.559303
  nChanged 631
		SP:Iteration 1F (13770.950000 sec): 3 clusters
  Score: Raw -120807.001935 + Penalty 2433.877211 = -118373.124724
  nChanged 157
		SP:Iteration 2F (13771.160000 sec): 3 clusters
  Score: Raw -120950.793124 + Penalty 2433.877211 = -118516.915913
  nChanged 101
		SP:Iteration 3F (13771.360000 sec): 3 clusters
  Score: Raw -121041.391787 + Penalty 2433.877211 = -118607.514577
  nChanged 70
		SP:Iteration 4Q (13771.560000 sec): 3 clusters
  Score: Raw -121090.159129 + Penalty 2433.877211 = -118656.281918
  nChanged 58
		SP:Iteration 5Q (13771.740000 sec): 3 clusters
  Score: Raw -121129.381300 + Penalty 2433.877211 = -118695.504089
  nChanged 40
		SP:Iteration 6Q (13771.920000 sec): 3 clusters
  Score: Raw -121155.287856 + Penalty 2433.877211 = -118721.410645
  nChanged 29
		SP:Iteration 7Q (13772.100000 sec): 3 clusters
  Score: Raw -121169.819087 + Penalty 2433.877211 = -118735.941876
  nChanged 18
		SP:Iteration 8Q (13772.300000 sec): 3 clusters
  Score: Raw -121181.636471 + Penalty 2433.877211 = -118747.759260
  nChanged 14
		SP:Iteration 9Q (13772.500000 sec): 3 clusters
  Score: Raw -121189.213463 + Penalty 2433.877211 = -118755.336252
  nChanged 14
		SP:Iteration 10Q (13772.690000 sec): 3 clusters
  Score: Raw -121197.918326 + Penalty 2433.877211 = -118764.041115
  nChanged 14
		SP:Iteration 11Q (13772.850000 sec): 3 clusters
  Score: Raw -121208.364887 + Penalty 2433.877211 = -118774.487677
  nChanged 14
		SP:Iteration 12Q (13773.050000 sec): 3 clusters
  Score: Raw -121222.177502 + Penalty 2433.877211 = -118788.300291
  nChanged 17
		SP:Iteration 13Q (13773.230000 sec): 3 clusters
  Score: Raw -121235.357309 + Penalty 2433.877211 = -118801.480099
  nChanged 16
		SP:Iteration 14Q (13773.380000 sec): 3 clusters
  Score: Raw -121241.612372 + Penalty 2433.877211 = -118807.735161
  nChanged 8
		SP:Iteration 15Q (13773.560000 sec): 3 clusters
  Score: Raw -121247.283588 + Penalty 2433.877211 = -118813.406378
  nChanged 13
		SP:Iteration 16Q (13773.770000 sec): 3 clusters
  Score: Raw -121252.487506 + Penalty 2433.877211 = -118818.610295
  nChanged 10
		SP:Iteration 17Q (13773.950000 sec): 3 clusters
  Score: Raw -121256.669211 + Penalty 2433.877211 = -118822.792000
  nChanged 4
		SP:Iteration 18Q (13774.200000 sec): 3 clusters
  Score: Raw -121258.503653 + Penalty 2433.877211 = -118824.626442
  nChanged 5
		SP:Iteration 19Q (13774.380000 sec): 3 clusters
  Score: Raw -121260.563681 + Penalty 2433.877211 = -118826.686471
  nChanged 4
		SP:Iteration 20F (13774.560000 sec): 3 clusters
  Score: Raw -121261.679477 + Penalty 2433.877211 = -118827.802266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13774.620000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13774.820000 sec): 3 clusters
  Score: Raw -110762.971669 + Penalty 2353.676767 = -108409.294903
  nChanged 454
		SP:Iteration 1F (13775.020000 sec): 3 clusters
  Score: Raw -111174.779048 + Penalty 2353.676767 = -108821.102281
  nChanged 137
		SP:Iteration 2F (13775.160000 sec): 3 clusters
  Score: Raw -111318.872026 + Penalty 2353.676767 = -108965.195259
  nChanged 84
		SP:Iteration 3F (13775.370000 sec): 3 clusters
  Score: Raw -111394.648481 + Penalty 2353.676767 = -109040.971715
  nChanged 52
		SP:Iteration 4Q (13775.560000 sec): 3 clusters
  Score: Raw -111446.564759 + Penalty 2353.676767 = -109092.887992
  nChanged 43
		SP:Iteration 5Q (13775.770000 sec): 3 clusters
  Score: Raw -111493.076424 + Penalty 2353.676767 = -109139.399658
  nChanged 39
		SP:Iteration 6Q (13775.960000 sec): 3 clusters
  Score: Raw -111536.033861 + Penalty 2353.676767 = -109182.357095
  nChanged 21
		SP:Iteration 7Q (13776.130000 sec): 3 clusters
  Score: Raw -111557.818183 + Penalty 2353.676767 = -109204.141417
  nChanged 19
		SP:Iteration 8Q (13776.360000 sec): 3 clusters
  Score: Raw -111574.057204 + Penalty 2353.676767 = -109220.380437
  nChanged 8
		SP:Iteration 9Q (13776.520000 sec): 3 clusters
  Score: Raw -111579.185231 + Penalty 2353.676767 = -109225.508464
  nChanged 8
		SP:Iteration 10Q (13776.740000 sec): 3 clusters
  Score: Raw -111586.546994 + Penalty 2353.676767 = -109232.870227
  nChanged 5
		SP:Iteration 11Q (13776.920000 sec): 3 clusters
  Score: Raw -111590.908083 + Penalty 2353.676767 = -109237.231317
  nChanged 5
		SP:Iteration 12Q (13777.100000 sec): 3 clusters
  Score: Raw -111593.676150 + Penalty 2353.676767 = -109239.999384
  nChanged 3
		SP:Iteration 13Q (13777.290000 sec): 3 clusters
  Score: Raw -111597.372986 + Penalty 2353.676767 = -109243.696219
  nChanged 7
		SP:Iteration 14Q (13777.510000 sec): 3 clusters
  Score: Raw -111601.261042 + Penalty 2353.676767 = -109247.584275
  nChanged 2
		SP:Iteration 15Q (13777.670000 sec): 3 clusters
  Score: Raw -111602.314886 + Penalty 2353.676767 = -109248.638119
  nChanged 4
		SP:Iteration 16Q (13777.870000 sec): 3 clusters
  Score: Raw -111604.823155 + Penalty 2353.676767 = -109251.146388
  nChanged 2
		SP:Iteration 17Q (13778.060000 sec): 3 clusters
  Score: Raw -111605.686510 + Penalty 2353.676767 = -109252.009744
  nChanged 1
		SP:Iteration 18Q (13778.280000 sec): 3 clusters
  Score: Raw -111607.048143 + Penalty 2353.676767 = -109253.371377
  nChanged 3
		SP:Iteration 19Q (13778.500000 sec): 3 clusters
  Score: Raw -111609.311734 + Penalty 2353.676767 = -109255.634967
  nChanged 5
		SP:Iteration 20F (13778.700000 sec): 3 clusters
  Score: Raw -111612.054605 + Penalty 2353.676767 = -109258.377838
  nChanged 3
		SP:Iteration 21Q (13778.890000 sec): 3 clusters
  Score: Raw -111613.527383 + Penalty 2353.676767 = -109259.850616
  nChanged 3
		SP:Iteration 22Q (13779.070000 sec): 3 clusters
  Score: Raw -111614.656358 + Penalty 2353.676767 = -109260.979592
  nChanged 2
		SP:Iteration 23Q (13779.230000 sec): 3 clusters
  Score: Raw -111616.918565 + Penalty 2353.676767 = -109263.241798
  nChanged 0
		SP:Iteration 24F (13779.360000 sec): 3 clusters
  Score: Raw -111616.918565 + Penalty 2353.676767 = -109263.241798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13779.470000 sec): 2 clusters
  Score: Raw -119430.215263 + Penalty 1185.446668 = -118244.768595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13779.660000 sec): 3 clusters
  Score: Raw -118852.931757 + Penalty 2370.893335 = -116482.038421
  nChanged 496
		SP:Iteration 1F (13779.800000 sec): 3 clusters
  Score: Raw -119223.652972 + Penalty 2370.893335 = -116852.759637
  nChanged 125
		SP:Iteration 2F (13780.000000 sec): 3 clusters
  Score: Raw -119340.403574 + Penalty 2370.893335 = -116969.510239
  nChanged 68
		SP:Iteration 3Q (13780.140000 sec): 3 clusters
  Score: Raw -119410.383728 + Penalty 2370.893335 = -117039.490393
  nChanged 65
		SP:Iteration 4Q (13780.320000 sec): 3 clusters
  Score: Raw -119487.469385 + Penalty 2370.893335 = -117116.576050
  nChanged 61
		SP:Iteration 5Q (13780.500000 sec): 3 clusters
  Score: Raw -119557.563481 + Penalty 2370.893335 = -117186.670145
  nChanged 66
		SP:Iteration 6Q (13780.680000 sec): 3 clusters
  Score: Raw -119625.021269 + Penalty 2370.893335 = -117254.127933
  nChanged 62
		SP:Iteration 7Q (13780.860000 sec): 3 clusters
  Score: Raw -119681.120258 + Penalty 2370.893335 = -117310.226923
  nChanged 47
		SP:Iteration 8Q (13781.070000 sec): 3 clusters
  Score: Raw -119723.905776 + Penalty 2370.893335 = -117353.012441
  nChanged 30
		SP:Iteration 9Q (13781.190000 sec): 3 clusters
  Score: Raw -119752.205894 + Penalty 2370.893335 = -117381.312558
  nChanged 25
		SP:Iteration 10Q (13781.370000 sec): 3 clusters
  Score: Raw -119768.723316 + Penalty 2370.893335 = -117397.829980
  nChanged 16
		SP:Iteration 11Q (13781.510000 sec): 3 clusters
  Score: Raw -119780.275622 + Penalty 2370.893335 = -117409.382287
  nChanged 12
		SP:Iteration 12Q (13781.680000 sec): 3 clusters
  Score: Raw -119787.456405 + Penalty 2370.893335 = -117416.563070
  nChanged 5
		SP:Iteration 13Q (13781.830000 sec): 3 clusters
  Score: Raw -119788.708269 + Penalty 2370.893335 = -117417.814933
  nChanged 4
		SP:Iteration 14Q (13782.070000 sec): 3 clusters
  Score: Raw -119792.497521 + Penalty 2370.893335 = -117421.604185
  nChanged 5
		SP:Iteration 15Q (13782.190000 sec): 3 clusters
  Score: Raw -119798.080571 + Penalty 2370.893335 = -117427.187236
  nChanged 5
		SP:Iteration 16Q (13782.350000 sec): 3 clusters
  Score: Raw -119802.141279 + Penalty 2370.893335 = -117431.247943
  nChanged 5
		SP:Iteration 17Q (13782.560000 sec): 3 clusters
  Score: Raw -119806.055310 + Penalty 2370.893335 = -117435.161974
  nChanged 5
		SP:Iteration 18Q (13782.750000 sec): 3 clusters
  Score: Raw -119809.776672 + Penalty 2370.893335 = -117438.883337
  nChanged 5
		SP:Iteration 19Q (13782.950000 sec): 3 clusters
  Score: Raw -119813.207039 + Penalty 2370.893335 = -117442.313703
  nChanged 2
		SP:Iteration 20F (13783.140000 sec): 3 clusters
  Score: Raw -119814.471484 + Penalty 2370.893335 = -117443.578149
  nChanged 2
		SP:Iteration 21Q (13783.350000 sec): 3 clusters
  Score: Raw -119815.499456 + Penalty 2370.893335 = -117444.606121
  nChanged 0
		SP:Iteration 22F (13783.560000 sec): 3 clusters
  Score: Raw -119815.499456 + Penalty 2370.893335 = -117444.606121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13783.670000 sec): 2 clusters
  Score: Raw -163950.698496 + Penalty 1240.893811 = -162709.804685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13783.830000 sec): 3 clusters
  Score: Raw -163045.336082 + Penalty 2481.787621 = -160563.548461
  nChanged 754
		SP:Iteration 1F (13784.010000 sec): 3 clusters
  Score: Raw -163583.669552 + Penalty 2481.787621 = -161101.881931
  nChanged 208
		SP:Iteration 2F (13784.210000 sec): 3 clusters
  Score: Raw -163791.247203 + Penalty 2481.787621 = -161309.459582
  nChanged 141
		SP:Iteration 3F (13784.420000 sec): 3 clusters
  Score: Raw -163934.110298 + Penalty 2481.787621 = -161452.322677
  nChanged 108
		SP:Iteration 4F (13784.650000 sec): 3 clusters
  Score: Raw -164042.266481 + Penalty 2481.787621 = -161560.478860
  nChanged 90
		SP:Iteration 5Q (13784.820000 sec): 3 clusters
  Score: Raw -164124.751047 + Penalty 2481.787621 = -161642.963425
  nChanged 82
		SP:Iteration 6Q (13785.030000 sec): 3 clusters
  Score: Raw -164210.283024 + Penalty 2481.787621 = -161728.495403
  nChanged 69
		SP:Iteration 7Q (13785.170000 sec): 3 clusters
  Score: Raw -164284.447044 + Penalty 2481.787621 = -161802.659423
  nChanged 46
		SP:Iteration 8Q (13785.380000 sec): 3 clusters
  Score: Raw -164329.994392 + Penalty 2481.787621 = -161848.206771
  nChanged 33
		SP:Iteration 9Q (13785.610000 sec): 3 clusters
  Score: Raw -164357.707977 + Penalty 2481.787621 = -161875.920356
  nChanged 34
		SP:Iteration 10Q (13785.780000 sec): 3 clusters
  Score: Raw -164385.049253 + Penalty 2481.787621 = -161903.261632
  nChanged 23
		SP:Iteration 11Q (13785.960000 sec): 3 clusters
  Score: Raw -164402.739076 + Penalty 2481.787621 = -161920.951455
  nChanged 22
		SP:Iteration 12Q (13786.200000 sec): 3 clusters
  Score: Raw -164427.986713 + Penalty 2481.787621 = -161946.199092
  nChanged 17
		SP:Iteration 13Q (13786.370000 sec): 3 clusters
  Score: Raw -164449.468015 + Penalty 2481.787621 = -161967.680394
  nChanged 21
		SP:Iteration 14Q (13786.530000 sec): 3 clusters
  Score: Raw -164470.492009 + Penalty 2481.787621 = -161988.704388
  nChanged 10
		SP:Iteration 15Q (13786.720000 sec): 3 clusters
  Score: Raw -164478.976441 + Penalty 2481.787621 = -161997.188820
  nChanged 10
		SP:Iteration 16Q (13786.860000 sec): 3 clusters
  Score: Raw -164493.251332 + Penalty 2481.787621 = -162011.463711
  nChanged 18
		SP:Iteration 17Q (13787.080000 sec): 3 clusters
  Score: Raw -164506.182400 + Penalty 2481.787621 = -162024.394779
  nChanged 15
		SP:Iteration 18Q (13787.240000 sec): 3 clusters
  Score: Raw -164519.366336 + Penalty 2481.787621 = -162037.578715
  nChanged 13
		SP:Iteration 19Q (13787.410000 sec): 3 clusters
  Score: Raw -164528.402788 + Penalty 2481.787621 = -162046.615167
  nChanged 11
		SP:Iteration 20F (13787.590000 sec): 3 clusters
  Score: Raw -164538.448535 + Penalty 2481.787621 = -162056.660914
  nChanged 11
		SP:Iteration 21Q (13787.730000 sec): 3 clusters
  Score: Raw -164547.877013 + Penalty 2481.787621 = -162066.089392
  nChanged 7
		SP:Iteration 22Q (13787.910000 sec): 3 clusters
  Score: Raw -164552.648832 + Penalty 2481.787621 = -162070.861211
  nChanged 5
		SP:Iteration 23Q (13788.090000 sec): 3 clusters
  Score: Raw -164555.198270 + Penalty 2481.787621 = -162073.410649
  nChanged 2
		SP:Iteration 24Q (13788.300000 sec): 3 clusters
  Score: Raw -164557.642728 + Penalty 2481.787621 = -162075.855107
  nChanged 3
		SP:Iteration 25Q (13788.480000 sec): 3 clusters
  Score: Raw -164560.050054 + Penalty 2481.787621 = -162078.262433
  nChanged 2
		SP:Iteration 26Q (13788.680000 sec): 3 clusters
  Score: Raw -164561.436393 + Penalty 2481.787621 = -162079.648772
  nChanged 0
		SP:Iteration 27F (13788.890000 sec): 3 clusters
  Score: Raw -164561.436393 + Penalty 2481.787621 = -162079.648772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13789.000000 sec): 2 clusters
  Score: Raw -86402.391683 + Penalty 1154.690246 = -85247.701437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13789.150000 sec): 3 clusters
  Score: Raw -86025.849611 + Penalty 2309.380492 = -83716.469119
  nChanged 390
		SP:Iteration 1F (13789.360000 sec): 3 clusters
  Score: Raw -86411.049988 + Penalty 2309.380492 = -84101.669496
  nChanged 117
		SP:Iteration 2F (13789.540000 sec): 3 clusters
  Score: Raw -86546.426882 + Penalty 2309.380492 = -84237.046390
  nChanged 57
		SP:Iteration 3Q (13789.720000 sec): 3 clusters
  Score: Raw -86595.578691 + Penalty 2309.380492 = -84286.198199
  nChanged 29
		SP:Iteration 4Q (13789.890000 sec): 3 clusters
  Score: Raw -86624.319458 + Penalty 2309.380492 = -84314.938965
  nChanged 24
		SP:Iteration 5Q (13790.090000 sec): 3 clusters
  Score: Raw -86647.821626 + Penalty 2309.380492 = -84338.441134
  nChanged 25
		SP:Iteration 6Q (13790.300000 sec): 3 clusters
  Score: Raw -86666.545821 + Penalty 2309.380492 = -84357.165329
  nChanged 13
		SP:Iteration 7Q (13790.460000 sec): 3 clusters
  Score: Raw -86678.409052 + Penalty 2309.380492 = -84369.028560
  nChanged 10
		SP:Iteration 8Q (13790.630000 sec): 3 clusters
  Score: Raw -86686.702341 + Penalty 2309.380492 = -84377.321849
  nChanged 6
		SP:Iteration 9Q (13790.840000 sec): 3 clusters
  Score: Raw -86690.555205 + Penalty 2309.380492 = -84381.174713
  nChanged 3
		SP:Iteration 10Q (13791.060000 sec): 3 clusters
  Score: Raw -86693.371860 + Penalty 2309.380492 = -84383.991368
  nChanged 4
		SP:Iteration 11Q (13791.250000 sec): 3 clusters
  Score: Raw -86696.086248 + Penalty 2309.380492 = -84386.705756
  nChanged 2
		SP:Iteration 12Q (13791.450000 sec): 3 clusters
  Score: Raw -86697.169837 + Penalty 2309.380492 = -84387.789345
  nChanged 4
		SP:Iteration 13Q (13791.630000 sec): 3 clusters
  Score: Raw -86700.026132 + Penalty 2309.380492 = -84390.645640
  nChanged 8
		SP:Iteration 14Q (13791.780000 sec): 3 clusters
  Score: Raw -86704.411036 + Penalty 2309.380492 = -84395.030544
  nChanged 4
		SP:Iteration 15Q (13792.000000 sec): 3 clusters
  Score: Raw -86706.731036 + Penalty 2309.380492 = -84397.350544
  nChanged 2
		SP:Iteration 16Q (13792.140000 sec): 3 clusters
  Score: Raw -86708.298544 + Penalty 2309.380492 = -84398.918052
  nChanged 4
		SP:Iteration 17Q (13792.330000 sec): 3 clusters
  Score: Raw -86711.134248 + Penalty 2309.380492 = -84401.753756
  nChanged 3
		SP:Iteration 18Q (13792.520000 sec): 3 clusters
  Score: Raw -86712.902177 + Penalty 2309.380492 = -84403.521685
  nChanged 1
		SP:Iteration 19Q (13792.690000 sec): 3 clusters
  Score: Raw -86713.584029 + Penalty 2309.380492 = -84404.203537
  nChanged 1
		SP:Iteration 20F (13792.890000 sec): 3 clusters
  Score: Raw -86713.799022 + Penalty 2309.380492 = -84404.418530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13792.980000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13793.160000 sec): 3 clusters
  Score: Raw -183099.442600 + Penalty 2490.607491 = -180608.835109
  nChanged 736
		SP:Iteration 1F (13793.370000 sec): 3 clusters
  Score: Raw -183527.919896 + Penalty 2490.607491 = -181037.312405
  nChanged 167
		SP:Iteration 2F (13793.560000 sec): 3 clusters
  Score: Raw -183661.919766 + Penalty 2490.607491 = -181171.312275
  nChanged 144
		SP:Iteration 3F (13793.690000 sec): 3 clusters
  Score: Raw -183816.623683 + Penalty 2490.607491 = -181326.016192
  nChanged 159
		SP:Iteration 4F (13793.870000 sec): 3 clusters
  Score: Raw -184031.823240 + Penalty 2490.607491 = -181541.215749
  nChanged 160
		SP:Iteration 5F (13794.050000 sec): 3 clusters
  Score: Raw -184243.515194 + Penalty 2490.607491 = -181752.907703
  nChanged 154
		SP:Iteration 6F (13794.240000 sec): 3 clusters
  Score: Raw -184458.776785 + Penalty 2490.607491 = -181968.169294
  nChanged 101
		SP:Iteration 7Q (13794.360000 sec): 3 clusters
  Score: Raw -184611.405070 + Penalty 2490.607491 = -182120.797579
  nChanged 80
		SP:Iteration 8Q (13794.540000 sec): 3 clusters
  Score: Raw -184736.851444 + Penalty 2490.607491 = -182246.243953
  nChanged 62
		SP:Iteration 9Q (13794.730000 sec): 3 clusters
  Score: Raw -184796.810992 + Penalty 2490.607491 = -182306.203501
  nChanged 42
		SP:Iteration 10Q (13794.890000 sec): 3 clusters
  Score: Raw -184829.361287 + Penalty 2490.607491 = -182338.753796
  nChanged 22
		SP:Iteration 11Q (13795.080000 sec): 3 clusters
  Score: Raw -184842.252336 + Penalty 2490.607491 = -182351.644845
  nChanged 12
		SP:Iteration 12Q (13795.230000 sec): 3 clusters
  Score: Raw -184847.957237 + Penalty 2490.607491 = -182357.349746
  nChanged 5
		SP:Iteration 13Q (13795.420000 sec): 3 clusters
  Score: Raw -184850.600570 + Penalty 2490.607491 = -182359.993079
  nChanged 4
		SP:Iteration 14Q (13795.540000 sec): 3 clusters
  Score: Raw -184853.963060 + Penalty 2490.607491 = -182363.355569
  nChanged 7
		SP:Iteration 15Q (13795.720000 sec): 3 clusters
  Score: Raw -184860.332492 + Penalty 2490.607491 = -182369.725001
  nChanged 9
		SP:Iteration 16Q (13795.870000 sec): 3 clusters
  Score: Raw -184865.555704 + Penalty 2490.607491 = -182374.948213
  nChanged 8
		SP:Iteration 17Q (13796.020000 sec): 3 clusters
  Score: Raw -184870.837566 + Penalty 2490.607491 = -182380.230075
  nChanged 7
		SP:Iteration 18Q (13796.210000 sec): 3 clusters
  Score: Raw -184873.725545 + Penalty 2490.607491 = -182383.118054
  nChanged 4
		SP:Iteration 19Q (13796.430000 sec): 3 clusters
  Score: Raw -184875.627403 + Penalty 2490.607491 = -182385.019912
  nChanged 4
		SP:Iteration 20F (13796.560000 sec): 3 clusters
  Score: Raw -184877.616731 + Penalty 2490.607491 = -182387.009240
  nChanged 5
		SP:Iteration 21Q (13796.720000 sec): 3 clusters
  Score: Raw -184881.957420 + Penalty 2490.607491 = -182391.349929
  nChanged 7
		SP:Iteration 22Q (13796.900000 sec): 3 clusters
  Score: Raw -184884.946904 + Penalty 2490.607491 = -182394.339413
  nChanged 2
		SP:Iteration 23Q (13797.050000 sec): 3 clusters
  Score: Raw -184885.807269 + Penalty 2490.607491 = -182395.199777
  nChanged 0
		SP:Iteration 24F (13797.190000 sec): 3 clusters
  Score: Raw -184885.807269 + Penalty 2490.607491 = -182395.199777
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13797.320000 sec): 2 clusters
  Score: Raw -9698.264828 + Penalty 819.556581 = -8878.708246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13797.430000 sec): 3 clusters
  Score: Raw -9882.533040 + Penalty 1639.113163 = -8243.419877
  nChanged 30
		SP:Iteration 1F (13797.590000 sec): 3 clusters
  Score: Raw -9971.493571 + Penalty 1639.113163 = -8332.380408
  nChanged 8
		SP:Iteration 2F (13797.760000 sec): 3 clusters
  Score: Raw -10002.946417 + Penalty 1639.113163 = -8363.833254
  nChanged 2
		SP:Iteration 3Q (13797.930000 sec): 3 clusters
  Score: Raw -10013.170474 + Penalty 1639.113163 = -8374.057311
  nChanged 0
		SP:Iteration 4F (13798.070000 sec): 3 clusters
  Score: Raw -10013.170474 + Penalty 1639.113163 = -8374.057311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13798.190000 sec): 2 clusters
  Score: Raw -180174.937657 + Penalty 1252.178334 = -178922.759323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13798.330000 sec): 3 clusters
  Score: Raw -179236.509525 + Penalty 2504.356668 = -176732.152858
  nChanged 810
		SP:Iteration 1F (13798.540000 sec): 3 clusters
  Score: Raw -179751.527157 + Penalty 2504.356668 = -177247.170489
  nChanged 164
		SP:Iteration 2F (13798.710000 sec): 3 clusters
  Score: Raw -179871.584351 + Penalty 2504.356668 = -177367.227684
  nChanged 119
		SP:Iteration 3F (13798.870000 sec): 3 clusters
  Score: Raw -179978.184797 + Penalty 2504.356668 = -177473.828129
  nChanged 88
		SP:Iteration 4Q (13799.080000 sec): 3 clusters
  Score: Raw -180043.132758 + Penalty 2504.356668 = -177538.776090
  nChanged 59
		SP:Iteration 5Q (13799.270000 sec): 3 clusters
  Score: Raw -180081.548923 + Penalty 2504.356668 = -177577.192255
  nChanged 49
		SP:Iteration 6Q (13799.500000 sec): 3 clusters
  Score: Raw -180111.563364 + Penalty 2504.356668 = -177607.206696
  nChanged 36
		SP:Iteration 7Q (13799.710000 sec): 3 clusters
  Score: Raw -180136.099426 + Penalty 2504.356668 = -177631.742758
  nChanged 37
		SP:Iteration 8Q (13799.890000 sec): 3 clusters
  Score: Raw -180156.926654 + Penalty 2504.356668 = -177652.569987
  nChanged 29
		SP:Iteration 9Q (13800.140000 sec): 3 clusters
  Score: Raw -180174.033170 + Penalty 2504.356668 = -177669.676502
  nChanged 29
		SP:Iteration 10Q (13800.280000 sec): 3 clusters
  Score: Raw -180184.560832 + Penalty 2504.356668 = -177680.204164
  nChanged 19
		SP:Iteration 11Q (13800.480000 sec): 3 clusters
  Score: Raw -180191.428028 + Penalty 2504.356668 = -177687.071361
  nChanged 14
		SP:Iteration 12Q (13800.680000 sec): 3 clusters
  Score: Raw -180198.950337 + Penalty 2504.356668 = -177694.593669
  nChanged 17
		SP:Iteration 13Q (13800.870000 sec): 3 clusters
  Score: Raw -180204.942869 + Penalty 2504.356668 = -177700.586201
  nChanged 13
		SP:Iteration 14Q (13801.080000 sec): 3 clusters
  Score: Raw -180209.539484 + Penalty 2504.356668 = -177705.182817
  nChanged 13
		SP:Iteration 15Q (13801.290000 sec): 3 clusters
  Score: Raw -180213.256719 + Penalty 2504.356668 = -177708.900051
  nChanged 11
		SP:Iteration 16Q (13801.460000 sec): 3 clusters
  Score: Raw -180219.495238 + Penalty 2504.356668 = -177715.138571
  nChanged 18
		SP:Iteration 17Q (13801.630000 sec): 3 clusters
  Score: Raw -180229.742923 + Penalty 2504.356668 = -177725.386256
  nChanged 19
		SP:Iteration 18Q (13801.820000 sec): 3 clusters
  Score: Raw -180238.663747 + Penalty 2504.356668 = -177734.307079
  nChanged 18
		SP:Iteration 19Q (13802.000000 sec): 3 clusters
  Score: Raw -180249.323518 + Penalty 2504.356668 = -177744.966850
  nChanged 25
		SP:Iteration 20F (13802.130000 sec): 3 clusters
  Score: Raw -180268.506001 + Penalty 2504.356668 = -177764.149333
  nChanged 32
		SP:Iteration 21Q (13802.310000 sec): 3 clusters
  Score: Raw -180285.974331 + Penalty 2504.356668 = -177781.617663
  nChanged 35
		SP:Iteration 22Q (13802.520000 sec): 3 clusters
  Score: Raw -180305.945725 + Penalty 2504.356668 = -177801.589058
  nChanged 33
		SP:Iteration 23Q (13802.760000 sec): 3 clusters
  Score: Raw -180328.951568 + Penalty 2504.356668 = -177824.594900
  nChanged 40
		SP:Iteration 24Q (13802.940000 sec): 3 clusters
  Score: Raw -180354.085421 + Penalty 2504.356668 = -177849.728753
  nChanged 45
		SP:Iteration 25Q (13803.130000 sec): 3 clusters
  Score: Raw -180391.611631 + Penalty 2504.356668 = -177887.254964
  nChanged 48
		SP:Iteration 26Q (13803.290000 sec): 3 clusters
  Score: Raw -180428.492338 + Penalty 2504.356668 = -177924.135670
  nChanged 42
		SP:Iteration 27Q (13803.480000 sec): 3 clusters
  Score: Raw -180453.804542 + Penalty 2504.356668 = -177949.447874
  nChanged 26
		SP:Iteration 28Q (13803.670000 sec): 3 clusters
  Score: Raw -180471.303656 + Penalty 2504.356668 = -177966.946988
  nChanged 17
		SP:Iteration 29Q (13803.840000 sec): 3 clusters
  Score: Raw -180480.174726 + Penalty 2504.356668 = -177975.818058
  nChanged 14
		SP:Iteration 30Q (13804.000000 sec): 3 clusters
  Score: Raw -180488.383094 + Penalty 2504.356668 = -177984.026427
  nChanged 18
		SP:Iteration 31Q (13804.190000 sec): 3 clusters
  Score: Raw -180497.389600 + Penalty 2504.356668 = -177993.032932
  nChanged 17
		SP:Iteration 32Q (13804.370000 sec): 3 clusters
  Score: Raw -180506.843654 + Penalty 2504.356668 = -178002.486986
  nChanged 23
		SP:Iteration 33Q (13804.530000 sec): 3 clusters
  Score: Raw -180531.893746 + Penalty 2504.356668 = -178027.537079
  nChanged 25
		SP:Iteration 34Q (13804.690000 sec): 3 clusters
  Score: Raw -180552.637326 + Penalty 2504.356668 = -178048.280658
  nChanged 17
		SP:Iteration 35Q (13804.860000 sec): 3 clusters
  Score: Raw -180566.531240 + Penalty 2504.356668 = -178062.174572
  nChanged 12
		SP:Iteration 36Q (13805.050000 sec): 3 clusters
  Score: Raw -180573.507340 + Penalty 2504.356668 = -178069.150672
  nChanged 13
		SP:Iteration 37Q (13805.190000 sec): 3 clusters
  Score: Raw -180580.899834 + Penalty 2504.356668 = -178076.543167
  nChanged 13
		SP:Iteration 38Q (13805.370000 sec): 3 clusters
  Score: Raw -180587.949973 + Penalty 2504.356668 = -178083.593305
  nChanged 12
		SP:Iteration 39Q (13805.590000 sec): 3 clusters
  Score: Raw -180600.065866 + Penalty 2504.356668 = -178095.709199
  nChanged 12
		SP:Iteration 40F (13805.830000 sec): 3 clusters
  Score: Raw -180606.377451 + Penalty 2504.356668 = -178102.020783
  nChanged 5
		SP:Iteration 41Q (13806.010000 sec): 3 clusters
  Score: Raw -180609.506910 + Penalty 2504.356668 = -178105.150243
  nChanged 7
		SP:Iteration 42Q (13806.210000 sec): 3 clusters
  Score: Raw -180613.805853 + Penalty 2504.356668 = -178109.449185
  nChanged 7
		SP:Iteration 43Q (13806.430000 sec): 3 clusters
  Score: Raw -180617.867003 + Penalty 2504.356668 = -178113.510336
  nChanged 9
		SP:Iteration 44Q (13806.600000 sec): 3 clusters
  Score: Raw -180623.655770 + Penalty 2504.356668 = -178119.299103
  nChanged 7
		SP:Iteration 45Q (13806.790000 sec): 3 clusters
  Score: Raw -180627.347922 + Penalty 2504.356668 = -178122.991254
  nChanged 2
		SP:Iteration 46Q (13807.010000 sec): 3 clusters
  Score: Raw -180627.874492 + Penalty 2504.356668 = -178123.517825
  nChanged 2
		SP:Iteration 47Q (13807.150000 sec): 3 clusters
  Score: Raw -180628.518135 + Penalty 2504.356668 = -178124.161468
  nChanged 0
		SP:Iteration 48F (13807.340000 sec): 3 clusters
  Score: Raw -180628.518135 + Penalty 2504.356668 = -178124.161468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13807.440000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13807.620000 sec): 3 clusters
  Score: Raw -44577.623534 + Penalty 2054.249696 = -42523.373838
  nChanged 149
		SP:Iteration 1F (13807.790000 sec): 3 clusters
  Score: Raw -44796.807555 + Penalty 2054.249696 = -42742.557859
  nChanged 40
		SP:Iteration 2F (13807.950000 sec): 3 clusters
  Score: Raw -44855.350595 + Penalty 2054.249696 = -42801.100899
  nChanged 25
		SP:Iteration 3Q (13808.150000 sec): 3 clusters
  Score: Raw -44896.264140 + Penalty 2054.249696 = -42842.014445
  nChanged 18
		SP:Iteration 4Q (13808.350000 sec): 3 clusters
  Score: Raw -44923.901465 + Penalty 2054.249696 = -42869.651769
  nChanged 11
		SP:Iteration 5Q (13808.530000 sec): 3 clusters
  Score: Raw -44943.193091 + Penalty 2054.249696 = -42888.943396
  nChanged 7
		SP:Iteration 6Q (13808.740000 sec): 3 clusters
  Score: Raw -44949.886529 + Penalty 2054.249696 = -42895.636833
  nChanged 4
		SP:Iteration 7Q (13808.920000 sec): 3 clusters
  Score: Raw -44955.750808 + Penalty 2054.249696 = -42901.501112
  nChanged 2
		SP:Iteration 8Q (13809.090000 sec): 3 clusters
  Score: Raw -44957.072101 + Penalty 2054.249696 = -42902.822406
  nChanged 1
		SP:Iteration 9Q (13809.330000 sec): 3 clusters
  Score: Raw -44959.187520 + Penalty 2054.249696 = -42904.937825
  nChanged 1
		SP:Iteration 10Q (13809.530000 sec): 3 clusters
  Score: Raw -44959.865149 + Penalty 2054.249696 = -42905.615453
  nChanged 0
		SP:Iteration 11F (13809.750000 sec): 3 clusters
  Score: Raw -44959.865149 + Penalty 2054.249696 = -42905.615453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13809.850000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13809.990000 sec): 3 clusters
  Score: Raw -43264.105260 + Penalty 2036.840178 = -41227.265082
  nChanged 134
		SP:Iteration 1F (13810.200000 sec): 3 clusters
  Score: Raw -43424.391288 + Penalty 2036.840178 = -41387.551110
  nChanged 33
		SP:Iteration 2F (13810.360000 sec): 3 clusters
  Score: Raw -43490.185761 + Penalty 2036.840178 = -41453.345583
  nChanged 20
		SP:Iteration 3Q (13810.510000 sec): 3 clusters
  Score: Raw -43520.212865 + Penalty 2036.840178 = -41483.372687
  nChanged 5
		SP:Iteration 4Q (13810.730000 sec): 3 clusters
  Score: Raw -43531.888719 + Penalty 2036.840178 = -41495.048541
  nChanged 4
		SP:Iteration 5Q (13810.860000 sec): 3 clusters
  Score: Raw -43536.819514 + Penalty 2036.840178 = -41499.979335
  nChanged 5
		SP:Iteration 6Q (13811.070000 sec): 3 clusters
  Score: Raw -43541.368857 + Penalty 2036.840178 = -41504.528678
  nChanged 1
		SP:Iteration 7Q (13811.250000 sec): 3 clusters
  Score: Raw -43544.359417 + Penalty 2036.840178 = -41507.519239
  nChanged 1
		SP:Iteration 8Q (13811.480000 sec): 3 clusters
  Score: Raw -43545.611691 + Penalty 2036.840178 = -41508.771512
  nChanged 1
		SP:Iteration 9Q (13811.650000 sec): 3 clusters
  Score: Raw -43546.422883 + Penalty 2036.840178 = -41509.582705
  nChanged 1
		SP:Iteration 10Q (13811.850000 sec): 3 clusters
  Score: Raw -43547.331389 + Penalty 2036.840178 = -41510.491211
  nChanged 2
		SP:Iteration 11Q (13812.010000 sec): 3 clusters
  Score: Raw -43552.446653 + Penalty 2036.840178 = -41515.606475
  nChanged 3
		SP:Iteration 12Q (13812.230000 sec): 3 clusters
  Score: Raw -43557.492955 + Penalty 2036.840178 = -41520.652777
  nChanged 3
		SP:Iteration 13Q (13812.400000 sec): 3 clusters
  Score: Raw -43560.278092 + Penalty 2036.840178 = -41523.437913
  nChanged 2
		SP:Iteration 14Q (13812.550000 sec): 3 clusters
  Score: Raw -43561.829130 + Penalty 2036.840178 = -41524.988952
  nChanged 2
		SP:Iteration 15Q (13812.730000 sec): 3 clusters
  Score: Raw -43563.215362 + Penalty 2036.840178 = -41526.375184
  nChanged 2
		SP:Iteration 16Q (13812.920000 sec): 3 clusters
  Score: Raw -43564.997028 + Penalty 2036.840178 = -41528.156850
  nChanged 2
		SP:Iteration 17Q (13813.080000 sec): 3 clusters
  Score: Raw -43566.260286 + Penalty 2036.840178 = -41529.420108
  nChanged 2
		SP:Iteration 18Q (13813.270000 sec): 3 clusters
  Score: Raw -43569.096808 + Penalty 2036.840178 = -41532.256630
  nChanged 3
		SP:Iteration 19Q (13813.460000 sec): 3 clusters
  Score: Raw -43572.742512 + Penalty 2036.840178 = -41535.902334
  nChanged 2
		SP:Iteration 20F (13813.620000 sec): 3 clusters
  Score: Raw -43574.634788 + Penalty 2036.840178 = -41537.794609
  nChanged 1
		SP:Iteration 21Q (13813.830000 sec): 3 clusters
  Score: Raw -43579.937817 + Penalty 2036.840178 = -41543.097639
  nChanged 2
		SP:Iteration 22Q (13814.040000 sec): 3 clusters
  Score: Raw -43581.934587 + Penalty 2036.840178 = -41545.094409
  nChanged 0
		SP:Iteration 23F (13814.200000 sec): 3 clusters
  Score: Raw -43581.934587 + Penalty 2036.840178 = -41545.094409
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13814.350000 sec): 2 clusters
  Score: Raw -246566.495053 + Penalty 1316.866966 = -245249.628087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13814.570000 sec): 3 clusters
  Score: Raw -244983.471709 + Penalty 2633.733932 = -242349.737777
  nChanged 1287
		SP:Iteration 1F (13814.760000 sec): 3 clusters
  Score: Raw -245942.277991 + Penalty 2633.733932 = -243308.544059
  nChanged 296
		SP:Iteration 2F (13814.990000 sec): 3 clusters
  Score: Raw -246159.472977 + Penalty 2633.733932 = -243525.739045
  nChanged 199
		SP:Iteration 3F (13815.210000 sec): 3 clusters
  Score: Raw -246304.899940 + Penalty 2633.733932 = -243671.166008
  nChanged 152
		SP:Iteration 4Q (13815.370000 sec): 3 clusters
  Score: Raw -246418.607630 + Penalty 2633.733932 = -243784.873698
  nChanged 114
		SP:Iteration 5Q (13815.620000 sec): 3 clusters
  Score: Raw -246515.386538 + Penalty 2633.733932 = -243881.652607
  nChanged 110
		SP:Iteration 6Q (13815.760000 sec): 3 clusters
  Score: Raw -246582.538610 + Penalty 2633.733932 = -243948.804678
  nChanged 90
		SP:Iteration 7Q (13815.940000 sec): 3 clusters
  Score: Raw -246633.409837 + Penalty 2633.733932 = -243999.675906
  nChanged 82
		SP:Iteration 8Q (13816.120000 sec): 3 clusters
  Score: Raw -246687.882939 + Penalty 2633.733932 = -244054.149007
  nChanged 77
		SP:Iteration 9Q (13816.310000 sec): 3 clusters
  Score: Raw -246733.591755 + Penalty 2633.733932 = -244099.857823
  nChanged 63
		SP:Iteration 10Q (13816.530000 sec): 3 clusters
  Score: Raw -246761.572408 + Penalty 2633.733932 = -244127.838477
  nChanged 58
		SP:Iteration 11Q (13816.760000 sec): 3 clusters
  Score: Raw -246793.231195 + Penalty 2633.733932 = -244159.497263
  nChanged 50
		SP:Iteration 12Q (13816.880000 sec): 3 clusters
  Score: Raw -246825.170766 + Penalty 2633.733932 = -244191.436834
  nChanged 57
		SP:Iteration 13Q (13817.060000 sec): 3 clusters
  Score: Raw -246858.610479 + Penalty 2633.733932 = -244224.876547
  nChanged 50
		SP:Iteration 14Q (13817.250000 sec): 3 clusters
  Score: Raw -246882.810410 + Penalty 2633.733932 = -244249.076478
  nChanged 35
		SP:Iteration 15Q (13817.420000 sec): 3 clusters
  Score: Raw -246896.824409 + Penalty 2633.733932 = -244263.090477
  nChanged 27
		SP:Iteration 16Q (13817.630000 sec): 3 clusters
  Score: Raw -246907.608977 + Penalty 2633.733932 = -244273.875046
  nChanged 20
		SP:Iteration 17Q (13817.810000 sec): 3 clusters
  Score: Raw -246915.328864 + Penalty 2633.733932 = -244281.594932
  nChanged 21
		SP:Iteration 18Q (13818.090000 sec): 3 clusters
  Score: Raw -246927.348821 + Penalty 2633.733932 = -244293.614889
  nChanged 23
		SP:Iteration 19Q (13818.240000 sec): 3 clusters
  Score: Raw -246940.786029 + Penalty 2633.733932 = -244307.052098
  nChanged 24
		SP:Iteration 20F (13818.420000 sec): 3 clusters
  Score: Raw -246951.064825 + Penalty 2633.733932 = -244317.330894
  nChanged 19
		SP:Iteration 21Q (13818.580000 sec): 3 clusters
  Score: Raw -246960.738621 + Penalty 2633.733932 = -244327.004689
  nChanged 16
		SP:Iteration 22Q (13818.780000 sec): 3 clusters
  Score: Raw -246968.204583 + Penalty 2633.733932 = -244334.470651
  nChanged 21
		SP:Iteration 23Q (13818.960000 sec): 3 clusters
  Score: Raw -246976.096385 + Penalty 2633.733932 = -244342.362453
  nChanged 17
		SP:Iteration 24Q (13819.140000 sec): 3 clusters
  Score: Raw -246986.031745 + Penalty 2633.733932 = -244352.297814
  nChanged 16
		SP:Iteration 25Q (13819.330000 sec): 3 clusters
  Score: Raw -246991.030453 + Penalty 2633.733932 = -244357.296522
  nChanged 13
		SP:Iteration 26Q (13819.500000 sec): 3 clusters
  Score: Raw -246995.927387 + Penalty 2633.733932 = -244362.193456
  nChanged 9
		SP:Iteration 27Q (13819.680000 sec): 3 clusters
  Score: Raw -246998.703683 + Penalty 2633.733932 = -244364.969751
  nChanged 3
		SP:Iteration 28Q (13819.840000 sec): 3 clusters
  Score: Raw -247000.015292 + Penalty 2633.733932 = -244366.281360
  nChanged 5
		SP:Iteration 29Q (13820.050000 sec): 3 clusters
  Score: Raw -247001.419124 + Penalty 2633.733932 = -244367.685192
  nChanged 1
		SP:Iteration 30Q (13820.220000 sec): 3 clusters
  Score: Raw -247002.144722 + Penalty 2633.733932 = -244368.410790
  nChanged 2
		SP:Iteration 31Q (13820.390000 sec): 3 clusters
  Score: Raw -247002.479085 + Penalty 2633.733932 = -244368.745153
  nChanged 2
		SP:Iteration 32Q (13820.560000 sec): 3 clusters
  Score: Raw -247005.260234 + Penalty 2633.733932 = -244371.526302
  nChanged 2
		SP:Iteration 33Q (13820.760000 sec): 3 clusters
  Score: Raw -247006.338469 + Penalty 2633.733932 = -244372.604537
  nChanged 1
		SP:Iteration 34Q (13820.900000 sec): 3 clusters
  Score: Raw -247006.550169 + Penalty 2633.733932 = -244372.816238
  nChanged 0
		SP:Iteration 35F (13821.070000 sec): 3 clusters
  Score: Raw -247006.550169 + Penalty 2633.733932 = -244372.816238
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13821.150000 sec): 2 clusters
  Score: Raw -35023.695305 + Penalty 1042.453256 = -33981.242049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13821.300000 sec): 3 clusters
  Score: Raw -34919.076689 + Penalty 2084.906512 = -32834.170177
  nChanged 167
		SP:Iteration 1F (13821.460000 sec): 3 clusters
  Score: Raw -35177.535318 + Penalty 2084.906512 = -33092.628806
  nChanged 58
		SP:Iteration 2F (13821.610000 sec): 3 clusters
  Score: Raw -35292.481131 + Penalty 2084.906512 = -33207.574620
  nChanged 38
		SP:Iteration 3F (13821.760000 sec): 3 clusters
  Score: Raw -35389.256820 + Penalty 2084.906512 = -33304.350309
  nChanged 32
		SP:Iteration 4F (13821.960000 sec): 3 clusters
  Score: Raw -35467.600754 + Penalty 2084.906512 = -33382.694242
  nChanged 29
		SP:Iteration 5Q (13822.070000 sec): 3 clusters
  Score: Raw -35526.864989 + Penalty 2084.906512 = -33441.958478
  nChanged 16
		SP:Iteration 6Q (13822.200000 sec): 3 clusters
  Score: Raw -35564.489095 + Penalty 2084.906512 = -33479.582584
  nChanged 7
		SP:Iteration 7Q (13822.320000 sec): 3 clusters
  Score: Raw -35572.664057 + Penalty 2084.906512 = -33487.757545
  nChanged 5
		SP:Iteration 8Q (13822.460000 sec): 3 clusters
  Score: Raw -35580.919354 + Penalty 2084.906512 = -33496.012842
  nChanged 3
		SP:Iteration 9Q (13822.620000 sec): 3 clusters
  Score: Raw -35593.960129 + Penalty 2084.906512 = -33509.053618
  nChanged 5
		SP:Iteration 10Q (13822.790000 sec): 3 clusters
  Score: Raw -35608.934035 + Penalty 2084.906512 = -33524.027523
  nChanged 5
		SP:Iteration 11Q (13822.950000 sec): 3 clusters
  Score: Raw -35622.957694 + Penalty 2084.906512 = -33538.051183
  nChanged 8
		SP:Iteration 12Q (13823.090000 sec): 3 clusters
  Score: Raw -35649.685713 + Penalty 2084.906512 = -33564.779201
  nChanged 7
		SP:Iteration 13Q (13823.210000 sec): 3 clusters
  Score: Raw -35667.601660 + Penalty 2084.906512 = -33582.695148
  nChanged 5
		SP:Iteration 14Q (13823.360000 sec): 3 clusters
  Score: Raw -35677.630881 + Penalty 2084.906512 = -33592.724369
  nChanged 7
		SP:Iteration 15Q (13823.540000 sec): 3 clusters
  Score: Raw -35695.843287 + Penalty 2084.906512 = -33610.936776
  nChanged 4
		SP:Iteration 16Q (13823.730000 sec): 3 clusters
  Score: Raw -35707.727204 + Penalty 2084.906512 = -33622.820692
  nChanged 4
		SP:Iteration 17Q (13823.900000 sec): 3 clusters
  Score: Raw -35718.072540 + Penalty 2084.906512 = -33633.166029
  nChanged 4
		SP:Iteration 18Q (13824.030000 sec): 3 clusters
  Score: Raw -35724.137447 + Penalty 2084.906512 = -33639.230936
  nChanged 4
		SP:Iteration 19Q (13824.170000 sec): 3 clusters
  Score: Raw -35733.064425 + Penalty 2084.906512 = -33648.157914
  nChanged 3
		SP:Iteration 20F (13824.330000 sec): 3 clusters
  Score: Raw -35737.161716 + Penalty 2084.906512 = -33652.255205
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13824.420000 sec): 2 clusters
  Score: Raw -138890.706926 + Penalty 1209.023836 = -137681.683090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13824.620000 sec): 3 clusters
  Score: Raw -138198.903263 + Penalty 2418.047671 = -135780.855592
  nChanged 583
		SP:Iteration 1F (13824.780000 sec): 3 clusters
  Score: Raw -138658.598690 + Penalty 2418.047671 = -136240.551018
  nChanged 150
		SP:Iteration 2F (13824.900000 sec): 3 clusters
  Score: Raw -138807.699933 + Penalty 2418.047671 = -136389.652262
  nChanged 82
		SP:Iteration 3Q (13825.040000 sec): 3 clusters
  Score: Raw -138874.879289 + Penalty 2418.047671 = -136456.831618
  nChanged 57
		SP:Iteration 4Q (13825.170000 sec): 3 clusters
  Score: Raw -138927.187388 + Penalty 2418.047671 = -136509.139717
  nChanged 52
		SP:Iteration 5Q (13825.370000 sec): 3 clusters
  Score: Raw -138971.600784 + Penalty 2418.047671 = -136553.553113
  nChanged 47
		SP:Iteration 6Q (13825.560000 sec): 3 clusters
  Score: Raw -139010.214591 + Penalty 2418.047671 = -136592.166919
  nChanged 34
		SP:Iteration 7Q (13825.760000 sec): 3 clusters
  Score: Raw -139033.574706 + Penalty 2418.047671 = -136615.527035
  nChanged 35
		SP:Iteration 8Q (13825.900000 sec): 3 clusters
  Score: Raw -139061.336724 + Penalty 2418.047671 = -136643.289053
  nChanged 32
		SP:Iteration 9Q (13826.130000 sec): 3 clusters
  Score: Raw -139082.731906 + Penalty 2418.047671 = -136664.684235
  nChanged 22
		SP:Iteration 10Q (13826.280000 sec): 3 clusters
  Score: Raw -139099.744824 + Penalty 2418.047671 = -136681.697153
  nChanged 19
		SP:Iteration 11Q (13826.490000 sec): 3 clusters
  Score: Raw -139114.161124 + Penalty 2418.047671 = -136696.113453
  nChanged 17
		SP:Iteration 12Q (13826.700000 sec): 3 clusters
  Score: Raw -139127.578069 + Penalty 2418.047671 = -136709.530398
  nChanged 16
		SP:Iteration 13Q (13826.890000 sec): 3 clusters
  Score: Raw -139137.138326 + Penalty 2418.047671 = -136719.090655
  nChanged 19
		SP:Iteration 14Q (13827.100000 sec): 3 clusters
  Score: Raw -139148.215894 + Penalty 2418.047671 = -136730.168223
  nChanged 18
		SP:Iteration 15Q (13827.280000 sec): 3 clusters
  Score: Raw -139162.143734 + Penalty 2418.047671 = -136744.096063
  nChanged 22
		SP:Iteration 16Q (13827.520000 sec): 3 clusters
  Score: Raw -139179.458924 + Penalty 2418.047671 = -136761.411253
  nChanged 18
		SP:Iteration 17Q (13827.670000 sec): 3 clusters
  Score: Raw -139191.494684 + Penalty 2418.047671 = -136773.447013
  nChanged 13
		SP:Iteration 18Q (13827.860000 sec): 3 clusters
  Score: Raw -139200.218539 + Penalty 2418.047671 = -136782.170867
  nChanged 10
		SP:Iteration 19Q (13828.040000 sec): 3 clusters
  Score: Raw -139206.299329 + Penalty 2418.047671 = -136788.251658
  nChanged 11
		SP:Iteration 20F (13828.230000 sec): 3 clusters
  Score: Raw -139211.962623 + Penalty 2418.047671 = -136793.914952
  nChanged 5
		SP:Iteration 21Q (13828.430000 sec): 3 clusters
  Score: Raw -139214.148921 + Penalty 2418.047671 = -136796.101250
  nChanged 6
		SP:Iteration 22Q (13828.590000 sec): 3 clusters
  Score: Raw -139217.004111 + Penalty 2418.047671 = -136798.956440
  nChanged 2
		SP:Iteration 23Q (13828.800000 sec): 3 clusters
  Score: Raw -139219.080672 + Penalty 2418.047671 = -136801.033001
  nChanged 4
		SP:Iteration 24Q (13828.970000 sec): 3 clusters
  Score: Raw -139220.801866 + Penalty 2418.047671 = -136802.754194
  nChanged 2
		SP:Iteration 25Q (13829.140000 sec): 3 clusters
  Score: Raw -139221.680206 + Penalty 2418.047671 = -136803.632535
  nChanged 1
		SP:Iteration 26Q (13829.320000 sec): 3 clusters
  Score: Raw -139221.780871 + Penalty 2418.047671 = -136803.733200
  nChanged 0
		SP:Iteration 27F (13829.460000 sec): 3 clusters
  Score: Raw -139221.780871 + Penalty 2418.047671 = -136803.733200
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (2019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13829.580000 sec): 2 clusters
  Score: Raw -156378.450827 + Penalty 1236.683113 = -155141.767714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13829.770000 sec): 3 clusters
  Score: Raw -155503.715586 + Penalty 2473.366226 = -153030.349360
  nChanged 690
		SP:Iteration 1F (13829.920000 sec): 3 clusters
  Score: Raw -155981.840345 + Penalty 2473.366226 = -153508.474119
  nChanged 181
		SP:Iteration 2F (13830.080000 sec): 3 clusters
  Score: Raw -156141.349913 + Penalty 2473.366226 = -153667.983687
  nChanged 124
		SP:Iteration 3F (13830.260000 sec): 3 clusters
  Score: Raw -156268.578116 + Penalty 2473.366226 = -153795.211890
  nChanged 108
		SP:Iteration 4F (13830.440000 sec): 3 clusters
  Score: Raw -156383.527638 + Penalty 2473.366226 = -153910.161412
  nChanged 89
		SP:Iteration 5Q (13830.600000 sec): 3 clusters
  Score: Raw -156470.634726 + Penalty 2473.366226 = -153997.268500
  nChanged 69
		SP:Iteration 6Q (13830.810000 sec): 3 clusters
  Score: Raw -156526.976636 + Penalty 2473.366226 = -154053.610410
  nChanged 55
		SP:Iteration 7Q (13830.980000 sec): 3 clusters
  Score: Raw -156568.718268 + Penalty 2473.366226 = -154095.352042
  nChanged 43
		SP:Iteration 8Q (13831.150000 sec): 3 clusters
  Score: Raw -156595.267270 + Penalty 2473.366226 = -154121.901045
  nChanged 29
		SP:Iteration 9Q (13831.360000 sec): 3 clusters
  Score: Raw -156611.830495 + Penalty 2473.366226 = -154138.464269
  nChanged 18
		SP:Iteration 10Q (13831.510000 sec): 3 clusters
  Score: Raw -156622.725969 + Penalty 2473.366226 = -154149.359743
  nChanged 15
		SP:Iteration 11Q (13831.740000 sec): 3 clusters
  Score: Raw -156633.373800 + Penalty 2473.366226 = -154160.007574
  nChanged 14
		SP:Iteration 12Q (13831.890000 sec): 3 clusters
  Score: Raw -156639.613886 + Penalty 2473.366226 = -154166.247660
  nChanged 10
		SP:Iteration 13Q (13832.080000 sec): 3 clusters
  Score: Raw -156644.273667 + Penalty 2473.366226 = -154170.907441
  nChanged 10
		SP:Iteration 14Q (13832.280000 sec): 3 clusters
  Score: Raw -156650.787550 + Penalty 2473.366226 = -154177.421324
  nChanged 8
		SP:Iteration 15Q (13832.460000 sec): 3 clusters
  Score: Raw -156654.033137 + Penalty 2473.366226 = -154180.666911
  nChanged 7
		SP:Iteration 16Q (13832.620000 sec): 3 clusters
  Score: Raw -156663.049018 + Penalty 2473.366226 = -154189.682792
  nChanged 12
		SP:Iteration 17Q (13832.820000 sec): 3 clusters
  Score: Raw -156671.437453 + Penalty 2473.366226 = -154198.071227
  nChanged 12
		SP:Iteration 18Q (13833.000000 sec): 3 clusters
  Score: Raw -156682.178409 + Penalty 2473.366226 = -154208.812183
  nChanged 9
		SP:Iteration 19Q (13833.230000 sec): 3 clusters
  Score: Raw -156688.276691 + Penalty 2473.366226 = -154214.910465
  nChanged 9
		SP:Iteration 20F (13833.410000 sec): 3 clusters
  Score: Raw -156694.679615 + Penalty 2473.366226 = -154221.313389
  nChanged 2
		SP:Iteration 21Q (13833.640000 sec): 3 clusters
  Score: Raw -156695.882331 + Penalty 2473.366226 = -154222.516105
  nChanged 5
		SP:Iteration 22Q (13833.800000 sec): 3 clusters
  Score: Raw -156697.964709 + Penalty 2473.366226 = -154224.598483
  nChanged 4
		SP:Iteration 23Q (13834.010000 sec): 3 clusters
  Score: Raw -156699.413473 + Penalty 2473.366226 = -154226.047247
  nChanged 3
		SP:Iteration 24Q (13834.200000 sec): 3 clusters
  Score: Raw -156700.442019 + Penalty 2473.366226 = -154227.075793
  nChanged 2
		SP:Iteration 25Q (13834.350000 sec): 3 clusters
  Score: Raw -156701.288242 + Penalty 2473.366226 = -154227.922016
  nChanged 0
		SP:Iteration 26F (13834.550000 sec): 3 clusters
  Score: Raw -156701.288242 + Penalty 2473.366226 = -154227.922016
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13834.610000 sec): 2 clusters
  Score: Raw -79875.318682 + Penalty 1142.514340 = -78732.804343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13834.820000 sec): 3 clusters
  Score: Raw -79478.105380 + Penalty 2285.028680 = -77193.076700
  nChanged 346
		SP:Iteration 1F (13834.990000 sec): 3 clusters
  Score: Raw -79762.557398 + Penalty 2285.028680 = -77477.528718
  nChanged 90
		SP:Iteration 2F (13835.130000 sec): 3 clusters
  Score: Raw -79853.109649 + Penalty 2285.028680 = -77568.080969
  nChanged 51
		SP:Iteration 3Q (13835.320000 sec): 3 clusters
  Score: Raw -79915.658317 + Penalty 2285.028680 = -77630.629637
  nChanged 42
		SP:Iteration 4Q (13835.590000 sec): 3 clusters
  Score: Raw -79965.073475 + Penalty 2285.028680 = -77680.044795
  nChanged 34
		SP:Iteration 5Q (13835.780000 sec): 3 clusters
  Score: Raw -80006.614499 + Penalty 2285.028680 = -77721.585819
  nChanged 22
		SP:Iteration 6Q (13835.930000 sec): 3 clusters
  Score: Raw -80034.449574 + Penalty 2285.028680 = -77749.420894
  nChanged 27
		SP:Iteration 7Q (13836.120000 sec): 3 clusters
  Score: Raw -80068.609562 + Penalty 2285.028680 = -77783.580882
  nChanged 24
		SP:Iteration 8Q (13836.290000 sec): 3 clusters
  Score: Raw -80091.233814 + Penalty 2285.028680 = -77806.205134
  nChanged 18
		SP:Iteration 9Q (13836.500000 sec): 3 clusters
  Score: Raw -80115.375486 + Penalty 2285.028680 = -77830.346806
  nChanged 14
		SP:Iteration 10Q (13836.650000 sec): 3 clusters
  Score: Raw -80134.691131 + Penalty 2285.028680 = -77849.662452
  nChanged 12
		SP:Iteration 11Q (13836.830000 sec): 3 clusters
  Score: Raw -80150.699123 + Penalty 2285.028680 = -77865.670443
  nChanged 15
		SP:Iteration 12Q (13837.100000 sec): 3 clusters
  Score: Raw -80162.654638 + Penalty 2285.028680 = -77877.625958
  nChanged 8
		SP:Iteration 13Q (13837.290000 sec): 3 clusters
  Score: Raw -80169.578446 + Penalty 2285.028680 = -77884.549766
  nChanged 3
		SP:Iteration 14Q (13837.450000 sec): 3 clusters
  Score: Raw -80171.482174 + Penalty 2285.028680 = -77886.453494
  nChanged 1
		SP:Iteration 15Q (13837.640000 sec): 3 clusters
  Score: Raw -80172.791569 + Penalty 2285.028680 = -77887.762889
  nChanged 4
		SP:Iteration 16Q (13837.830000 sec): 3 clusters
  Score: Raw -80177.662237 + Penalty 2285.028680 = -77892.633557
  nChanged 5
		SP:Iteration 17Q (13838.040000 sec): 3 clusters
  Score: Raw -80181.868161 + Penalty 2285.028680 = -77896.839481
  nChanged 3
		SP:Iteration 18Q (13838.220000 sec): 3 clusters
  Score: Raw -80184.206371 + Penalty 2285.028680 = -77899.177691
  nChanged 4
		SP:Iteration 19Q (13838.400000 sec): 3 clusters
  Score: Raw -80187.036163 + Penalty 2285.028680 = -77902.007483
  nChanged 2
		SP:Iteration 20F (13838.590000 sec): 3 clusters
  Score: Raw -80187.779483 + Penalty 2285.028680 = -77902.750803
  nChanged 1
		SP:Iteration 21Q (13838.770000 sec): 3 clusters
  Score: Raw -80188.621715 + Penalty 2285.028680 = -77903.593035
  nChanged 1
		SP:Iteration 22Q (13838.970000 sec): 3 clusters
  Score: Raw -80189.671437 + Penalty 2285.028680 = -77904.642757
  nChanged 2
		SP:Iteration 23Q (13839.110000 sec): 3 clusters
  Score: Raw -80190.826589 + Penalty 2285.028680 = -77905.797909
  nChanged 0
		SP:Iteration 24F (13839.280000 sec): 3 clusters
  Score: Raw -80190.826589 + Penalty 2285.028680 = -77905.797909
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13839.370000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13839.570000 sec): 3 clusters
  Score: Raw -249004.225621 + Penalty 2607.867433 = -246396.358188
  nChanged 1192
		SP:Iteration 1F (13839.780000 sec): 3 clusters
  Score: Raw -249690.602972 + Penalty 2607.867433 = -247082.735539
  nChanged 204
		SP:Iteration 2F (13839.960000 sec): 3 clusters
  Score: Raw -249808.791382 + Penalty 2607.867433 = -247200.923949
  nChanged 151
		SP:Iteration 3Q (13840.160000 sec): 3 clusters
  Score: Raw -249897.634810 + Penalty 2607.867433 = -247289.767377
  nChanged 124
		SP:Iteration 4Q (13840.370000 sec): 3 clusters
  Score: Raw -249987.105282 + Penalty 2607.867433 = -247379.237850
  nChanged 120
		SP:Iteration 5Q (13840.560000 sec): 3 clusters
  Score: Raw -250065.734182 + Penalty 2607.867433 = -247457.866749
  nChanged 107
		SP:Iteration 6Q (13840.710000 sec): 3 clusters
  Score: Raw -250152.171455 + Penalty 2607.867433 = -247544.304022
  nChanged 105
		SP:Iteration 7Q (13840.860000 sec): 3 clusters
  Score: Raw -250227.934283 + Penalty 2607.867433 = -247620.066851
  nChanged 107
		SP:Iteration 8Q (13841.070000 sec): 3 clusters
  Score: Raw -250313.353278 + Penalty 2607.867433 = -247705.485845
  nChanged 105
		SP:Iteration 9Q (13841.260000 sec): 3 clusters
  Score: Raw -250393.173554 + Penalty 2607.867433 = -247785.306121
  nChanged 95
		SP:Iteration 10Q (13841.460000 sec): 3 clusters
  Score: Raw -250487.318960 + Penalty 2607.867433 = -247879.451528
  nChanged 97
		SP:Iteration 11Q (13841.650000 sec): 3 clusters
  Score: Raw -250579.700434 + Penalty 2607.867433 = -247971.833001
  nChanged 90
		SP:Iteration 12Q (13841.820000 sec): 3 clusters
  Score: Raw -250678.031586 + Penalty 2607.867433 = -248070.164153
  nChanged 99
		SP:Iteration 13Q (13842.040000 sec): 3 clusters
  Score: Raw -250806.264153 + Penalty 2607.867433 = -248198.396720
  nChanged 107
		SP:Iteration 14Q (13842.190000 sec): 3 clusters
  Score: Raw -250974.823813 + Penalty 2607.867433 = -248366.956380
  nChanged 112
		SP:Iteration 15Q (13842.450000 sec): 3 clusters
  Score: Raw -251182.369730 + Penalty 2607.867433 = -248574.502297
  nChanged 100
		SP:Iteration 16Q (13842.630000 sec): 3 clusters
  Score: Raw -251341.772579 + Penalty 2607.867433 = -248733.905146
  nChanged 83
		SP:Iteration 17Q (13842.810000 sec): 3 clusters
  Score: Raw -251461.590594 + Penalty 2607.867433 = -248853.723161
  nChanged 43
		SP:Iteration 18Q (13842.950000 sec): 3 clusters
  Score: Raw -251521.026981 + Penalty 2607.867433 = -248913.159548
  nChanged 24
		SP:Iteration 19Q (13843.120000 sec): 3 clusters
  Score: Raw -251539.629655 + Penalty 2607.867433 = -248931.762222
  nChanged 11
		SP:Iteration 20F (13843.350000 sec): 3 clusters
  Score: Raw -251546.726226 + Penalty 2607.867433 = -248938.858793
  nChanged 5
		SP:Iteration 21Q (13843.540000 sec): 3 clusters
  Score: Raw -251548.566805 + Penalty 2607.867433 = -248940.699373
  nChanged 2
		SP:Iteration 22Q (13843.710000 sec): 3 clusters
  Score: Raw -251549.428419 + Penalty 2607.867433 = -248941.560986
  nChanged 1
		SP:Iteration 23Q (13843.870000 sec): 3 clusters
  Score: Raw -251549.710971 + Penalty 2607.867433 = -248941.843538
  nChanged 1
		SP:Iteration 24Q (13844.040000 sec): 3 clusters
  Score: Raw -251550.061937 + Penalty 2607.867433 = -248942.194504
  nChanged 3
		SP:Iteration 25Q (13844.210000 sec): 3 clusters
  Score: Raw -251551.803771 + Penalty 2607.867433 = -248943.936338
  nChanged 2
		SP:Iteration 26Q (13844.390000 sec): 3 clusters
  Score: Raw -251552.327700 + Penalty 2607.867433 = -248944.460267
  nChanged 4
		SP:Iteration 27Q (13844.580000 sec): 3 clusters
  Score: Raw -251554.126705 + Penalty 2607.867433 = -248946.259272
  nChanged 3
		SP:Iteration 28Q (13844.800000 sec): 3 clusters
  Score: Raw -251555.109749 + Penalty 2607.867433 = -248947.242316
  nChanged 1
		SP:Iteration 29Q (13844.970000 sec): 3 clusters
  Score: Raw -251555.302123 + Penalty 2607.867433 = -248947.434690
  nChanged 0
		SP:Iteration 30F (13845.220000 sec): 3 clusters
  Score: Raw -251555.302123 + Penalty 2607.867433 = -248947.434690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13845.270000 sec): 2 clusters
  Score: Raw -44998.363201 + Penalty 1076.194653 = -43922.168548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13845.490000 sec): 3 clusters
  Score: Raw -44815.639654 + Penalty 2152.389305 = -42663.250348
  nChanged 222
		SP:Iteration 1F (13845.650000 sec): 3 clusters
  Score: Raw -45109.253266 + Penalty 2152.389305 = -42956.863961
  nChanged 67
		SP:Iteration 2F (13845.830000 sec): 3 clusters
  Score: Raw -45212.577362 + Penalty 2152.389305 = -43060.188057
  nChanged 27
		SP:Iteration 3Q (13846.030000 sec): 3 clusters
  Score: Raw -45247.023524 + Penalty 2152.389305 = -43094.634219
  nChanged 15
		SP:Iteration 4Q (13846.240000 sec): 3 clusters
  Score: Raw -45271.434270 + Penalty 2152.389305 = -43119.044965
  nChanged 15
		SP:Iteration 5Q (13846.420000 sec): 3 clusters
  Score: Raw -45294.911718 + Penalty 2152.389305 = -43142.522413
  nChanged 11
		SP:Iteration 6Q (13846.650000 sec): 3 clusters
  Score: Raw -45306.171712 + Penalty 2152.389305 = -43153.782407
  nChanged 3
		SP:Iteration 7Q (13846.840000 sec): 3 clusters
  Score: Raw -45310.686460 + Penalty 2152.389305 = -43158.297155
  nChanged 6
		SP:Iteration 8Q (13847.010000 sec): 3 clusters
  Score: Raw -45318.888980 + Penalty 2152.389305 = -43166.499675
  nChanged 7
		SP:Iteration 9Q (13847.170000 sec): 3 clusters
  Score: Raw -45328.577842 + Penalty 2152.389305 = -43176.188537
  nChanged 6
		SP:Iteration 10Q (13847.320000 sec): 3 clusters
  Score: Raw -45340.482405 + Penalty 2152.389305 = -43188.093100
  nChanged 8
		SP:Iteration 11Q (13847.500000 sec): 3 clusters
  Score: Raw -45347.272144 + Penalty 2152.389305 = -43194.882839
  nChanged 7
		SP:Iteration 12Q (13847.630000 sec): 3 clusters
  Score: Raw -45357.872945 + Penalty 2152.389305 = -43205.483640
  nChanged 7
		SP:Iteration 13Q (13847.790000 sec): 3 clusters
  Score: Raw -45368.229329 + Penalty 2152.389305 = -43215.840024
  nChanged 2
		SP:Iteration 14Q (13847.970000 sec): 3 clusters
  Score: Raw -45370.421115 + Penalty 2152.389305 = -43218.031810
  nChanged 2
		SP:Iteration 15Q (13848.130000 sec): 3 clusters
  Score: Raw -45371.927202 + Penalty 2152.389305 = -43219.537897
  nChanged 5
		SP:Iteration 16Q (13848.270000 sec): 3 clusters
  Score: Raw -45381.718103 + Penalty 2152.389305 = -43229.328797
  nChanged 5
		SP:Iteration 17Q (13848.480000 sec): 3 clusters
  Score: Raw -45387.477560 + Penalty 2152.389305 = -43235.088255
  nChanged 1
		SP:Iteration 18Q (13848.620000 sec): 3 clusters
  Score: Raw -45388.382630 + Penalty 2152.389305 = -43235.993325
  nChanged 0
		SP:Iteration 19F (13848.780000 sec): 3 clusters
  Score: Raw -45388.382630 + Penalty 2152.389305 = -43235.993325
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13848.890000 sec): 2 clusters
  Score: Raw -45351.990347 + Penalty 1028.869051 = -44323.121296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13849.030000 sec): 3 clusters
  Score: Raw -45256.654385 + Penalty 2057.738101 = -43198.916284
  nChanged 134
		SP:Iteration 1F (13849.200000 sec): 3 clusters
  Score: Raw -45450.184131 + Penalty 2057.738101 = -43392.446030
  nChanged 39
		SP:Iteration 2F (13849.370000 sec): 3 clusters
  Score: Raw -45505.907269 + Penalty 2057.738101 = -43448.169168
  nChanged 21
		SP:Iteration 3Q (13849.560000 sec): 3 clusters
  Score: Raw -45537.266994 + Penalty 2057.738101 = -43479.528892
  nChanged 9
		SP:Iteration 4Q (13849.710000 sec): 3 clusters
  Score: Raw -45546.274391 + Penalty 2057.738101 = -43488.536290
  nChanged 2
		SP:Iteration 5Q (13849.880000 sec): 3 clusters
  Score: Raw -45548.198123 + Penalty 2057.738101 = -43490.460022
  nChanged 3
		SP:Iteration 6Q (13850.040000 sec): 3 clusters
  Score: Raw -45552.547890 + Penalty 2057.738101 = -43494.809789
  nChanged 5
		SP:Iteration 7Q (13850.200000 sec): 3 clusters
  Score: Raw -45559.677963 + Penalty 2057.738101 = -43501.939862
  nChanged 3
		SP:Iteration 8Q (13850.330000 sec): 3 clusters
  Score: Raw -45564.257179 + Penalty 2057.738101 = -43506.519077
  nChanged 2
		SP:Iteration 9Q (13850.500000 sec): 3 clusters
  Score: Raw -45566.249301 + Penalty 2057.738101 = -43508.511199
  nChanged 2
		SP:Iteration 10Q (13850.660000 sec): 3 clusters
  Score: Raw -45569.775797 + Penalty 2057.738101 = -43512.037696
  nChanged 2
		SP:Iteration 11Q (13850.830000 sec): 3 clusters
  Score: Raw -45570.843804 + Penalty 2057.738101 = -43513.105703
  nChanged 1
		SP:Iteration 12Q (13850.960000 sec): 3 clusters
  Score: Raw -45571.971128 + Penalty 2057.738101 = -43514.233026
  nChanged 0
		SP:Iteration 13F (13851.160000 sec): 3 clusters
  Score: Raw -45571.971128 + Penalty 2057.738101 = -43514.233026
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13851.290000 sec): 2 clusters
  Score: Raw -747502.811458 + Penalty 1472.341560 = -746030.469898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13851.510000 sec): 3 clusters
  Score: Raw -742744.811120 + Penalty 2944.683120 = -739800.128000
  nChanged 3681
		SP:Iteration 1F (13851.710000 sec): 3 clusters
  Score: Raw -744830.797804 + Penalty 2944.683120 = -741886.114684
  nChanged 618
		SP:Iteration 2F (13851.890000 sec): 3 clusters
  Score: Raw -745212.087869 + Penalty 2944.683120 = -742267.404749
  nChanged 602
		SP:Iteration 3F (13852.090000 sec): 3 clusters
  Score: Raw -745617.765394 + Penalty 2944.683120 = -742673.082273
  nChanged 591
		SP:Iteration 4F (13852.340000 sec): 3 clusters
  Score: Raw -746089.430854 + Penalty 2944.683120 = -743144.747734
  nChanged 550
		SP:Iteration 5F (13852.520000 sec): 3 clusters
  Score: Raw -746556.676122 + Penalty 2944.683120 = -743611.993001
  nChanged 452
		SP:Iteration 6F (13852.770000 sec): 3 clusters
  Score: Raw -746918.788870 + Penalty 2944.683120 = -743974.105750
  nChanged 314
		SP:Iteration 7Q (13853.010000 sec): 3 clusters
  Score: Raw -747154.083412 + Penalty 2944.683120 = -744209.400292
  nChanged 232
		SP:Iteration 8Q (13853.240000 sec): 3 clusters
  Score: Raw -747317.336994 + Penalty 2944.683120 = -744372.653873
  nChanged 159
		SP:Iteration 9Q (13853.430000 sec): 3 clusters
  Score: Raw -747414.399052 + Penalty 2944.683120 = -744469.715932
  nChanged 117
		SP:Iteration 10Q (13853.660000 sec): 3 clusters
  Score: Raw -747498.513217 + Penalty 2944.683120 = -744553.830097
  nChanged 98
		SP:Iteration 11Q (13853.920000 sec): 3 clusters
  Score: Raw -747564.581172 + Penalty 2944.683120 = -744619.898052
  nChanged 81
		SP:Iteration 12Q (13854.110000 sec): 3 clusters
  Score: Raw -747615.601265 + Penalty 2944.683120 = -744670.918145
  nChanged 66
		SP:Iteration 13Q (13854.340000 sec): 3 clusters
  Score: Raw -747659.226557 + Penalty 2944.683120 = -744714.543437
  nChanged 44
		SP:Iteration 14Q (13854.580000 sec): 3 clusters
  Score: Raw -747683.652720 + Penalty 2944.683120 = -744738.969599
  nChanged 30
		SP:Iteration 15Q (13854.830000 sec): 3 clusters
  Score: Raw -747698.515604 + Penalty 2944.683120 = -744753.832484
  nChanged 29
		SP:Iteration 16Q (13855.060000 sec): 3 clusters
  Score: Raw -747716.205382 + Penalty 2944.683120 = -744771.522262
  nChanged 28
		SP:Iteration 17Q (13855.250000 sec): 3 clusters
  Score: Raw -747733.965388 + Penalty 2944.683120 = -744789.282268
  nChanged 18
		SP:Iteration 18Q (13855.470000 sec): 3 clusters
  Score: Raw -747744.180672 + Penalty 2944.683120 = -744799.497552
  nChanged 16
		SP:Iteration 19Q (13855.690000 sec): 3 clusters
  Score: Raw -747754.103073 + Penalty 2944.683120 = -744809.419953
  nChanged 17
		SP:Iteration 20F (13855.890000 sec): 3 clusters
  Score: Raw -747762.890590 + Penalty 2944.683120 = -744818.207470
  nChanged 12
		SP:Iteration 21Q (13856.120000 sec): 3 clusters
  Score: Raw -747769.009858 + Penalty 2944.683120 = -744824.326738
  nChanged 5
		SP:Iteration 22Q (13856.320000 sec): 3 clusters
  Score: Raw -747772.237460 + Penalty 2944.683120 = -744827.554340
  nChanged 6
		SP:Iteration 23Q (13856.530000 sec): 3 clusters
  Score: Raw -747776.270223 + Penalty 2944.683120 = -744831.587103
  nChanged 7
		SP:Iteration 24Q (13856.780000 sec): 3 clusters
  Score: Raw -747782.034757 + Penalty 2944.683120 = -744837.351637
  nChanged 7
		SP:Iteration 25Q (13856.970000 sec): 3 clusters
  Score: Raw -747787.565607 + Penalty 2944.683120 = -744842.882487
  nChanged 6
		SP:Iteration 26Q (13857.200000 sec): 3 clusters
  Score: Raw -747791.329681 + Penalty 2944.683120 = -744846.646561
  nChanged 9
		SP:Iteration 27Q (13857.400000 sec): 3 clusters
  Score: Raw -747796.280598 + Penalty 2944.683120 = -744851.597478
  nChanged 5
		SP:Iteration 28Q (13857.670000 sec): 3 clusters
  Score: Raw -747799.562033 + Penalty 2944.683120 = -744854.878913
  nChanged 7
		SP:Iteration 29Q (13857.900000 sec): 3 clusters
  Score: Raw -747803.111214 + Penalty 2944.683120 = -744858.428094
  nChanged 7
		SP:Iteration 30Q (13858.190000 sec): 3 clusters
  Score: Raw -747806.069116 + Penalty 2944.683120 = -744861.385996
  nChanged 4
		SP:Iteration 31Q (13858.430000 sec): 3 clusters
  Score: Raw -747808.603522 + Penalty 2944.683120 = -744863.920402
  nChanged 5
		SP:Iteration 32Q (13858.700000 sec): 3 clusters
  Score: Raw -747809.927939 + Penalty 2944.683120 = -744865.244819
  nChanged 2
		SP:Iteration 33Q (13858.890000 sec): 3 clusters
  Score: Raw -747810.718370 + Penalty 2944.683120 = -744866.035250
  nChanged 1
		SP:Iteration 34Q (13859.140000 sec): 3 clusters
  Score: Raw -747811.066865 + Penalty 2944.683120 = -744866.383745
  nChanged 2
		SP:Iteration 35Q (13859.340000 sec): 3 clusters
  Score: Raw -747812.657774 + Penalty 2944.683120 = -744867.974654
  nChanged 0
		SP:Iteration 36F (13859.570000 sec): 3 clusters
  Score: Raw -747812.657774 + Penalty 2944.683120 = -744867.974654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13859.650000 sec): 2 clusters
  Score: Raw -396855.051408 + Penalty 1385.403193 = -395469.648215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13859.880000 sec): 3 clusters
  Score: Raw -394256.739410 + Penalty 2770.806385 = -391485.933025
  nChanged 2018
		SP:Iteration 1F (13860.110000 sec): 3 clusters
  Score: Raw -395383.150006 + Penalty 2770.806385 = -392612.343620
  nChanged 377
		SP:Iteration 2F (13860.340000 sec): 3 clusters
  Score: Raw -395610.281307 + Penalty 2770.806385 = -392839.474922
  nChanged 326
		SP:Iteration 3F (13860.520000 sec): 3 clusters
  Score: Raw -395799.507650 + Penalty 2770.806385 = -393028.701265
  nChanged 287
		SP:Iteration 4F (13860.730000 sec): 3 clusters
  Score: Raw -395969.464444 + Penalty 2770.806385 = -393198.658059
  nChanged 254
		SP:Iteration 5F (13860.940000 sec): 3 clusters
  Score: Raw -396122.652647 + Penalty 2770.806385 = -393351.846262
  nChanged 230
		SP:Iteration 6Q (13861.140000 sec): 3 clusters
  Score: Raw -396251.612226 + Penalty 2770.806385 = -393480.805841
  nChanged 200
		SP:Iteration 7Q (13861.420000 sec): 3 clusters
  Score: Raw -396367.595392 + Penalty 2770.806385 = -393596.789007
  nChanged 207
		SP:Iteration 8Q (13861.610000 sec): 3 clusters
  Score: Raw -396489.348174 + Penalty 2770.806385 = -393718.541789
  nChanged 169
		SP:Iteration 9Q (13861.840000 sec): 3 clusters
  Score: Raw -396579.257123 + Penalty 2770.806385 = -393808.450738
  nChanged 137
		SP:Iteration 10Q (13862.080000 sec): 3 clusters
  Score: Raw -396647.234696 + Penalty 2770.806385 = -393876.428311
  nChanged 123
		SP:Iteration 11Q (13862.260000 sec): 3 clusters
  Score: Raw -396711.211782 + Penalty 2770.806385 = -393940.405397
  nChanged 114
		SP:Iteration 12Q (13862.450000 sec): 3 clusters
  Score: Raw -396767.481733 + Penalty 2770.806385 = -393996.675348
  nChanged 100
		SP:Iteration 13Q (13862.640000 sec): 3 clusters
  Score: Raw -396822.341009 + Penalty 2770.806385 = -394051.534624
  nChanged 100
		SP:Iteration 14Q (13862.850000 sec): 3 clusters
  Score: Raw -396874.959825 + Penalty 2770.806385 = -394104.153440
  nChanged 85
		SP:Iteration 15Q (13863.080000 sec): 3 clusters
  Score: Raw -396917.226691 + Penalty 2770.806385 = -394146.420306
  nChanged 62
		SP:Iteration 16Q (13863.270000 sec): 3 clusters
  Score: Raw -396943.293503 + Penalty 2770.806385 = -394172.487118
  nChanged 50
		SP:Iteration 17Q (13863.460000 sec): 3 clusters
  Score: Raw -396968.347860 + Penalty 2770.806385 = -394197.541475
  nChanged 43
		SP:Iteration 18Q (13863.670000 sec): 3 clusters
  Score: Raw -396987.676531 + Penalty 2770.806385 = -394216.870146
  nChanged 32
		SP:Iteration 19Q (13863.850000 sec): 3 clusters
  Score: Raw -397000.894788 + Penalty 2770.806385 = -394230.088403
  nChanged 24
		SP:Iteration 20F (13864.040000 sec): 3 clusters
  Score: Raw -397009.635611 + Penalty 2770.806385 = -394238.829226
  nChanged 20
		SP:Iteration 21Q (13864.290000 sec): 3 clusters
  Score: Raw -397016.093934 + Penalty 2770.806385 = -394245.287549
  nChanged 14
		SP:Iteration 22Q (13864.520000 sec): 3 clusters
  Score: Raw -397020.050831 + Penalty 2770.806385 = -394249.244446
  nChanged 12
		SP:Iteration 23Q (13864.720000 sec): 3 clusters
  Score: Raw -397024.008721 + Penalty 2770.806385 = -394253.202336
  nChanged 11
		SP:Iteration 24Q (13864.890000 sec): 3 clusters
  Score: Raw -397028.275616 + Penalty 2770.806385 = -394257.469231
  nChanged 11
		SP:Iteration 25Q (13865.060000 sec): 3 clusters
  Score: Raw -397032.289094 + Penalty 2770.806385 = -394261.482709
  nChanged 11
		SP:Iteration 26Q (13865.280000 sec): 3 clusters
  Score: Raw -397035.391787 + Penalty 2770.806385 = -394264.585402
  nChanged 8
		SP:Iteration 27Q (13865.460000 sec): 3 clusters
  Score: Raw -397038.068812 + Penalty 2770.806385 = -394267.262427
  nChanged 4
		SP:Iteration 28Q (13865.660000 sec): 3 clusters
  Score: Raw -397039.304290 + Penalty 2770.806385 = -394268.497905
  nChanged 6
		SP:Iteration 29Q (13865.870000 sec): 3 clusters
  Score: Raw -397040.906718 + Penalty 2770.806385 = -394270.100333
  nChanged 3
		SP:Iteration 30Q (13866.080000 sec): 3 clusters
  Score: Raw -397041.761244 + Penalty 2770.806385 = -394270.954859
  nChanged 5
		SP:Iteration 31Q (13866.250000 sec): 3 clusters
  Score: Raw -397042.867215 + Penalty 2770.806385 = -394272.060830
  nChanged 2
		SP:Iteration 32Q (13866.420000 sec): 3 clusters
  Score: Raw -397043.427807 + Penalty 2770.806385 = -394272.621422
  nChanged 1
		SP:Iteration 33Q (13866.630000 sec): 3 clusters
  Score: Raw -397043.908187 + Penalty 2770.806385 = -394273.101802
  nChanged 4
		SP:Iteration 34Q (13866.850000 sec): 3 clusters
  Score: Raw -397045.038291 + Penalty 2770.806385 = -394274.231906
  nChanged 5
		SP:Iteration 35Q (13867.020000 sec): 3 clusters
  Score: Raw -397046.620286 + Penalty 2770.806385 = -394275.813901
  nChanged 4
		SP:Iteration 36Q (13867.200000 sec): 3 clusters
  Score: Raw -397048.213292 + Penalty 2770.806385 = -394277.406907
  nChanged 3
		SP:Iteration 37Q (13867.400000 sec): 3 clusters
  Score: Raw -397049.036192 + Penalty 2770.806385 = -394278.229807
  nChanged 3
		SP:Iteration 38Q (13867.580000 sec): 3 clusters
  Score: Raw -397050.241685 + Penalty 2770.806385 = -394279.435300
  nChanged 2
		SP:Iteration 39Q (13867.770000 sec): 3 clusters
  Score: Raw -397050.590003 + Penalty 2770.806385 = -394279.783618
  nChanged 2
		SP:Iteration 40F (13867.990000 sec): 3 clusters
  Score: Raw -397051.454779 + Penalty 2770.806385 = -394280.648394
  nChanged 4
		SP:Iteration 41Q (13868.200000 sec): 3 clusters
  Score: Raw -397052.595865 + Penalty 2770.806385 = -394281.789480
  nChanged 1
		SP:Iteration 42Q (13868.360000 sec): 3 clusters
  Score: Raw -397052.966208 + Penalty 2770.806385 = -394282.159823
  nChanged 2
		SP:Iteration 43Q (13868.560000 sec): 3 clusters
  Score: Raw -397053.665672 + Penalty 2770.806385 = -394282.859287
  nChanged 5
		SP:Iteration 44Q (13868.740000 sec): 3 clusters
  Score: Raw -397055.630826 + Penalty 2770.806385 = -394284.824441
  nChanged 4
		SP:Iteration 45Q (13868.920000 sec): 3 clusters
  Score: Raw -397056.401088 + Penalty 2770.806385 = -394285.594703
  nChanged 3
		SP:Iteration 46Q (13869.080000 sec): 3 clusters
  Score: Raw -397057.343760 + Penalty 2770.806385 = -394286.537375
  nChanged 2
		SP:Iteration 47Q (13869.300000 sec): 3 clusters
  Score: Raw -397057.972833 + Penalty 2770.806385 = -394287.166448
  nChanged 2
		SP:Iteration 48Q (13869.540000 sec): 3 clusters
  Score: Raw -397058.336530 + Penalty 2770.806385 = -394287.530144
  nChanged 1
		SP:Iteration 49Q (13869.680000 sec): 3 clusters
  Score: Raw -397058.765815 + Penalty 2770.806385 = -394287.959430
  nChanged 2
		SP:Iteration 50Q (13869.860000 sec): 3 clusters
  Score: Raw -397059.330043 + Penalty 2770.806385 = -394288.523658
  nChanged 2
		SP:Iteration 51Q (13870.070000 sec): 3 clusters
  Score: Raw -397059.854279 + Penalty 2770.806385 = -394289.047894
  nChanged 1
		SP:Iteration 52Q (13870.180000 sec): 3 clusters
  Score: Raw -397060.147516 + Penalty 2770.806385 = -394289.341131
  nChanged 1
		SP:Iteration 53Q (13870.360000 sec): 3 clusters
  Score: Raw -397060.715280 + Penalty 2770.806385 = -394289.908895
  nChanged 1
		SP:Iteration 54Q (13870.560000 sec): 3 clusters
  Score: Raw -397061.042070 + Penalty 2770.806385 = -394290.235685
  nChanged 1
		SP:Iteration 55Q (13870.740000 sec): 3 clusters
  Score: Raw -397061.322190 + Penalty 2770.806385 = -394290.515805
  nChanged 2
		SP:Iteration 56Q (13870.890000 sec): 3 clusters
  Score: Raw -397061.911027 + Penalty 2770.806385 = -394291.104642
  nChanged 3
		SP:Iteration 57Q (13871.060000 sec): 3 clusters
  Score: Raw -397062.954136 + Penalty 2770.806385 = -394292.147751
  nChanged 3
		SP:Iteration 58Q (13871.230000 sec): 3 clusters
  Score: Raw -397064.714252 + Penalty 2770.806385 = -394293.907867
  nChanged 5
		SP:Iteration 59Q (13871.390000 sec): 3 clusters
  Score: Raw -397066.391987 + Penalty 2770.806385 = -394295.585602
  nChanged 6
		SP:Iteration 60F (13871.530000 sec): 3 clusters
  Score: Raw -397068.736580 + Penalty 2770.806385 = -394297.930195
  nChanged 4
		SP:Iteration 61Q (13871.650000 sec): 3 clusters
  Score: Raw -397070.108571 + Penalty 2770.806385 = -394299.302186
  nChanged 2
		SP:Iteration 62Q (13871.810000 sec): 3 clusters
  Score: Raw -397070.613433 + Penalty 2770.806385 = -394299.807048
  nChanged 2
		SP:Iteration 63Q (13872.000000 sec): 3 clusters
  Score: Raw -397071.082859 + Penalty 2770.806385 = -394300.276474
  nChanged 0
		SP:Iteration 64F (13872.150000 sec): 3 clusters
  Score: Raw -397071.082859 + Penalty 2770.806385 = -394300.276474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13872.280000 sec): 2 clusters
  Score: Raw -284027.150121 + Penalty 1336.426571 = -282690.723550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13872.440000 sec): 3 clusters
  Score: Raw -282213.071342 + Penalty 2672.853142 = -279540.218201
  nChanged 1453
		SP:Iteration 1F (13872.650000 sec): 3 clusters
  Score: Raw -283155.474664 + Penalty 2672.853142 = -280482.621522
  nChanged 325
		SP:Iteration 2F (13872.770000 sec): 3 clusters
  Score: Raw -283379.564575 + Penalty 2672.853142 = -280706.711434
  nChanged 233
		SP:Iteration 3F (13872.890000 sec): 3 clusters
  Score: Raw -283545.080178 + Penalty 2672.853142 = -280872.227037
  nChanged 198
		SP:Iteration 4F (13873.050000 sec): 3 clusters
  Score: Raw -283698.961640 + Penalty 2672.853142 = -281026.108498
  nChanged 176
		SP:Iteration 5Q (13873.260000 sec): 3 clusters
  Score: Raw -283828.338879 + Penalty 2672.853142 = -281155.485737
  nChanged 149
		SP:Iteration 6Q (13873.500000 sec): 3 clusters
  Score: Raw -283919.433314 + Penalty 2672.853142 = -281246.580173
  nChanged 113
		SP:Iteration 7Q (13873.640000 sec): 3 clusters
  Score: Raw -283992.842823 + Penalty 2672.853142 = -281319.989681
  nChanged 97
		SP:Iteration 8Q (13873.790000 sec): 3 clusters
  Score: Raw -284046.417837 + Penalty 2672.853142 = -281373.564695
  nChanged 77
		SP:Iteration 9Q (13873.900000 sec): 3 clusters
  Score: Raw -284087.729925 + Penalty 2672.853142 = -281414.876783
  nChanged 63
		SP:Iteration 10Q (13874.060000 sec): 3 clusters
  Score: Raw -284117.147461 + Penalty 2672.853142 = -281444.294320
  nChanged 42
		SP:Iteration 11Q (13874.220000 sec): 3 clusters
  Score: Raw -284136.896160 + Penalty 2672.853142 = -281464.043019
  nChanged 38
		SP:Iteration 12Q (13874.370000 sec): 3 clusters
  Score: Raw -284151.157279 + Penalty 2672.853142 = -281478.304137
  nChanged 42
		SP:Iteration 13Q (13874.490000 sec): 3 clusters
  Score: Raw -284168.169386 + Penalty 2672.853142 = -281495.316244
  nChanged 40
		SP:Iteration 14Q (13874.640000 sec): 3 clusters
  Score: Raw -284186.914753 + Penalty 2672.853142 = -281514.061611
  nChanged 41
		SP:Iteration 15Q (13874.820000 sec): 3 clusters
  Score: Raw -284209.706328 + Penalty 2672.853142 = -281536.853186
  nChanged 45
		SP:Iteration 16Q (13875.050000 sec): 3 clusters
  Score: Raw -284232.809480 + Penalty 2672.853142 = -281559.956338
  nChanged 39
		SP:Iteration 17Q (13875.200000 sec): 3 clusters
  Score: Raw -284249.061175 + Penalty 2672.853142 = -281576.208034
  nChanged 40
		SP:Iteration 18Q (13875.350000 sec): 3 clusters
  Score: Raw -284265.390528 + Penalty 2672.853142 = -281592.537386
  nChanged 32
		SP:Iteration 19Q (13875.500000 sec): 3 clusters
  Score: Raw -284278.190021 + Penalty 2672.853142 = -281605.336879
  nChanged 35
		SP:Iteration 20F (13875.660000 sec): 3 clusters
  Score: Raw -284294.152619 + Penalty 2672.853142 = -281621.299478
  nChanged 32
		SP:Iteration 21Q (13875.800000 sec): 3 clusters
  Score: Raw -284305.757151 + Penalty 2672.853142 = -281632.904009
  nChanged 30
		SP:Iteration 22Q (13875.950000 sec): 3 clusters
  Score: Raw -284319.368118 + Penalty 2672.853142 = -281646.514976
  nChanged 33
		SP:Iteration 23Q (13876.130000 sec): 3 clusters
  Score: Raw -284337.353308 + Penalty 2672.853142 = -281664.500167
  nChanged 45
		SP:Iteration 24Q (13876.330000 sec): 3 clusters
  Score: Raw -284358.009987 + Penalty 2672.853142 = -281685.156846
  nChanged 48
		SP:Iteration 25Q (13876.540000 sec): 3 clusters
  Score: Raw -284384.712792 + Penalty 2672.853142 = -281711.859651
  nChanged 46
		SP:Iteration 26Q (13876.780000 sec): 3 clusters
  Score: Raw -284409.253413 + Penalty 2672.853142 = -281736.400272
  nChanged 50
		SP:Iteration 27Q (13876.980000 sec): 3 clusters
  Score: Raw -284441.513664 + Penalty 2672.853142 = -281768.660522
  nChanged 59
		SP:Iteration 28Q (13877.200000 sec): 3 clusters
  Score: Raw -284482.021260 + Penalty 2672.853142 = -281809.168118
  nChanged 56
		SP:Iteration 29Q (13877.410000 sec): 3 clusters
  Score: Raw -284520.245961 + Penalty 2672.853142 = -281847.392819
  nChanged 57
		SP:Iteration 30Q (13877.620000 sec): 3 clusters
  Score: Raw -284555.850758 + Penalty 2672.853142 = -281882.997616
  nChanged 60
		SP:Iteration 31Q (13877.830000 sec): 3 clusters
  Score: Raw -284589.677642 + Penalty 2672.853142 = -281916.824500
  nChanged 61
		SP:Iteration 32Q (13878.020000 sec): 3 clusters
  Score: Raw -284624.266241 + Penalty 2672.853142 = -281951.413099
  nChanged 63
		SP:Iteration 33Q (13878.220000 sec): 3 clusters
  Score: Raw -284661.286732 + Penalty 2672.853142 = -281988.433590
  nChanged 52
		SP:Iteration 34Q (13878.420000 sec): 3 clusters
  Score: Raw -284692.987610 + Penalty 2672.853142 = -282020.134469
  nChanged 44
		SP:Iteration 35Q (13878.680000 sec): 3 clusters
  Score: Raw -284719.159672 + Penalty 2672.853142 = -282046.306531
  nChanged 51
		SP:Iteration 36Q (13878.860000 sec): 3 clusters
  Score: Raw -284747.625891 + Penalty 2672.853142 = -282074.772749
  nChanged 43
		SP:Iteration 37Q (13879.070000 sec): 3 clusters
  Score: Raw -284772.130730 + Penalty 2672.853142 = -282099.277588
  nChanged 36
		SP:Iteration 38Q (13879.260000 sec): 3 clusters
  Score: Raw -284798.152095 + Penalty 2672.853142 = -282125.298954
  nChanged 42
		SP:Iteration 39Q (13879.470000 sec): 3 clusters
  Score: Raw -284822.583574 + Penalty 2672.853142 = -282149.730432
  nChanged 38
		SP:Iteration 40F (13879.630000 sec): 3 clusters
  Score: Raw -284839.340176 + Penalty 2672.853142 = -282166.487034
  nChanged 36
		SP:Iteration 41Q (13879.860000 sec): 3 clusters
  Score: Raw -284856.594569 + Penalty 2672.853142 = -282183.741428
  nChanged 26
		SP:Iteration 42Q (13880.000000 sec): 3 clusters
  Score: Raw -284864.871114 + Penalty 2672.853142 = -282192.017973
  nChanged 22
		SP:Iteration 43Q (13880.240000 sec): 3 clusters
  Score: Raw -284873.277674 + Penalty 2672.853142 = -282200.424533
  nChanged 15
		SP:Iteration 44Q (13880.420000 sec): 3 clusters
  Score: Raw -284877.970063 + Penalty 2672.853142 = -282205.116921
  nChanged 16
		SP:Iteration 45Q (13880.660000 sec): 3 clusters
  Score: Raw -284882.732164 + Penalty 2672.853142 = -282209.879022
  nChanged 17
		SP:Iteration 46Q (13880.860000 sec): 3 clusters
  Score: Raw -284887.260468 + Penalty 2672.853142 = -282214.407326
  nChanged 7
		SP:Iteration 47Q (13881.080000 sec): 3 clusters
  Score: Raw -284889.261440 + Penalty 2672.853142 = -282216.408298
  nChanged 5
		SP:Iteration 48Q (13881.230000 sec): 3 clusters
  Score: Raw -284890.801084 + Penalty 2672.853142 = -282217.947942
  nChanged 3
		SP:Iteration 49Q (13881.420000 sec): 3 clusters
  Score: Raw -284891.204595 + Penalty 2672.853142 = -282218.351453
  nChanged 2
		SP:Iteration 50Q (13881.620000 sec): 3 clusters
  Score: Raw -284891.385803 + Penalty 2672.853142 = -282218.532661
  nChanged 2
		SP:Iteration 51Q (13881.840000 sec): 3 clusters
  Score: Raw -284891.668057 + Penalty 2672.853142 = -282218.814916
  nChanged 0
		SP:Iteration 52F (13881.990000 sec): 3 clusters
  Score: Raw -284891.668057 + Penalty 2672.853142 = -282218.814916
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (9152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13882.100000 sec): 2 clusters
  Score: Raw -779803.686645 + Penalty 1482.280753 = -778321.405891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13882.330000 sec): 3 clusters
  Score: Raw -774643.013643 + Penalty 2964.561507 = -771678.452136
  nChanged 3908
		SP:Iteration 1F (13882.540000 sec): 3 clusters
  Score: Raw -776729.101002 + Penalty 2964.561507 = -773764.539495
  nChanged 569
		SP:Iteration 2F (13882.760000 sec): 3 clusters
  Score: Raw -776999.741780 + Penalty 2964.561507 = -774035.180273
  nChanged 525
		SP:Iteration 3F (13883.000000 sec): 3 clusters
  Score: Raw -777205.136576 + Penalty 2964.561507 = -774240.575069
  nChanged 408
		SP:Iteration 4Q (13883.220000 sec): 3 clusters
  Score: Raw -777357.702693 + Penalty 2964.561507 = -774393.141186
  nChanged 350
		SP:Iteration 5Q (13883.440000 sec): 3 clusters
  Score: Raw -777485.474904 + Penalty 2964.561507 = -774520.913397
  nChanged 312
		SP:Iteration 6Q (13883.700000 sec): 3 clusters
  Score: Raw -777603.453847 + Penalty 2964.561507 = -774638.892341
  nChanged 298
		SP:Iteration 7Q (13883.880000 sec): 3 clusters
  Score: Raw -777725.976702 + Penalty 2964.561507 = -774761.415195
  nChanged 326
		SP:Iteration 8Q (13884.090000 sec): 3 clusters
  Score: Raw -777862.108815 + Penalty 2964.561507 = -774897.547308
  nChanged 315
		SP:Iteration 9Q (13884.320000 sec): 3 clusters
  Score: Raw -778018.899808 + Penalty 2964.561507 = -775054.338301
  nChanged 352
		SP:Iteration 10Q (13884.560000 sec): 3 clusters
  Score: Raw -778206.950484 + Penalty 2964.561507 = -775242.388977
  nChanged 356
		SP:Iteration 11Q (13884.770000 sec): 3 clusters
  Score: Raw -778405.760902 + Penalty 2964.561507 = -775441.199395
  nChanged 358
		SP:Iteration 12Q (13885.040000 sec): 3 clusters
  Score: Raw -778617.590403 + Penalty 2964.561507 = -775653.028896
  nChanged 339
		SP:Iteration 13Q (13885.220000 sec): 3 clusters
  Score: Raw -778837.482624 + Penalty 2964.561507 = -775872.921117
  nChanged 343
		SP:Iteration 14Q (13885.460000 sec): 3 clusters
  Score: Raw -779085.828362 + Penalty 2964.561507 = -776121.266856
  nChanged 311
		SP:Iteration 15Q (13885.680000 sec): 3 clusters
  Score: Raw -779324.238935 + Penalty 2964.561507 = -776359.677428
  nChanged 240
		SP:Iteration 16Q (13885.920000 sec): 3 clusters
  Score: Raw -779528.919312 + Penalty 2964.561507 = -776564.357805
  nChanged 173
		SP:Iteration 17Q (13886.110000 sec): 3 clusters
  Score: Raw -779672.032664 + Penalty 2964.561507 = -776707.471157
  nChanged 113
		SP:Iteration 18Q (13886.340000 sec): 3 clusters
  Score: Raw -779766.483847 + Penalty 2964.561507 = -776801.922340
  nChanged 72
		SP:Iteration 19Q (13886.540000 sec): 3 clusters
  Score: Raw -779823.484420 + Penalty 2964.561507 = -776858.922913
  nChanged 40
		SP:Iteration 20F (13886.830000 sec): 3 clusters
  Score: Raw -779854.858835 + Penalty 2964.561507 = -776890.297329
  nChanged 22
		SP:Iteration 21Q (13887.050000 sec): 3 clusters
  Score: Raw -779873.494508 + Penalty 2964.561507 = -776908.933001
  nChanged 28
		SP:Iteration 22Q (13887.240000 sec): 3 clusters
  Score: Raw -779901.123158 + Penalty 2964.561507 = -776936.561651
  nChanged 19
		SP:Iteration 23Q (13887.410000 sec): 3 clusters
  Score: Raw -779921.924893 + Penalty 2964.561507 = -776957.363386
  nChanged 15
		SP:Iteration 24Q (13887.640000 sec): 3 clusters
  Score: Raw -779934.404239 + Penalty 2964.561507 = -776969.842732
  nChanged 10
		SP:Iteration 25Q (13887.800000 sec): 3 clusters
  Score: Raw -779943.127245 + Penalty 2964.561507 = -776978.565738
  nChanged 7
		SP:Iteration 26Q (13888.120000 sec): 3 clusters
  Score: Raw -779946.710564 + Penalty 2964.561507 = -776982.149057
  nChanged 5
		SP:Iteration 27Q (13888.310000 sec): 3 clusters
  Score: Raw -779950.421787 + Penalty 2964.561507 = -776985.860280
  nChanged 7
		SP:Iteration 28Q (13888.530000 sec): 3 clusters
  Score: Raw -779957.323152 + Penalty 2964.561507 = -776992.761645
  nChanged 5
		SP:Iteration 29Q (13888.780000 sec): 3 clusters
  Score: Raw -779960.736675 + Penalty 2964.561507 = -776996.175168
  nChanged 6
		SP:Iteration 30Q (13889.020000 sec): 3 clusters
  Score: Raw -779968.320357 + Penalty 2964.561507 = -777003.758850
  nChanged 5
		SP:Iteration 31Q (13889.230000 sec): 3 clusters
  Score: Raw -779971.938322 + Penalty 2964.561507 = -777007.376815
  nChanged 6
		SP:Iteration 32Q (13889.430000 sec): 3 clusters
  Score: Raw -779978.258255 + Penalty 2964.561507 = -777013.696748
  nChanged 8
		SP:Iteration 33Q (13889.660000 sec): 3 clusters
  Score: Raw -779989.604947 + Penalty 2964.561507 = -777025.043440
  nChanged 4
		SP:Iteration 34Q (13889.870000 sec): 3 clusters
  Score: Raw -779995.950538 + Penalty 2964.561507 = -777031.389031
  nChanged 7
		SP:Iteration 35Q (13890.090000 sec): 3 clusters
  Score: Raw -780003.978568 + Penalty 2964.561507 = -777039.417061
  nChanged 5
		SP:Iteration 36Q (13890.330000 sec): 3 clusters
  Score: Raw -780010.140528 + Penalty 2964.561507 = -777045.579021
  nChanged 5
		SP:Iteration 37Q (13890.590000 sec): 3 clusters
  Score: Raw -780015.336882 + Penalty 2964.561507 = -777050.775375
  nChanged 5
		SP:Iteration 38Q (13890.790000 sec): 3 clusters
  Score: Raw -780021.581957 + Penalty 2964.561507 = -777057.020451
  nChanged 3
		SP:Iteration 39Q (13890.990000 sec): 3 clusters
  Score: Raw -780025.514384 + Penalty 2964.561507 = -777060.952877
  nChanged 1
		SP:Iteration 40F (13891.210000 sec): 3 clusters
  Score: Raw -780026.399199 + Penalty 2964.561507 = -777061.837692
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13891.300000 sec): 2 clusters
  Score: Raw -60159.509317 + Penalty 1100.625561 = -59058.883756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13891.510000 sec): 3 clusters
  Score: Raw -59940.397445 + Penalty 2201.251122 = -57739.146323
  nChanged 262
		SP:Iteration 1F (13891.650000 sec): 3 clusters
  Score: Raw -60317.855506 + Penalty 2201.251122 = -58116.604384
  nChanged 82
		SP:Iteration 2F (13891.790000 sec): 3 clusters
  Score: Raw -60522.048464 + Penalty 2201.251122 = -58320.797342
  nChanged 47
		SP:Iteration 3F (13891.970000 sec): 3 clusters
  Score: Raw -60603.687911 + Penalty 2201.251122 = -58402.436789
  nChanged 24
		SP:Iteration 4Q (13892.140000 sec): 3 clusters
  Score: Raw -60643.484205 + Penalty 2201.251122 = -58442.233083
  nChanged 13
		SP:Iteration 5Q (13892.320000 sec): 3 clusters
  Score: Raw -60662.193365 + Penalty 2201.251122 = -58460.942243
  nChanged 9
		SP:Iteration 6Q (13892.510000 sec): 3 clusters
  Score: Raw -60680.683303 + Penalty 2201.251122 = -58479.432181
  nChanged 12
		SP:Iteration 7Q (13892.710000 sec): 3 clusters
  Score: Raw -60701.368657 + Penalty 2201.251122 = -58500.117535
  nChanged 9
		SP:Iteration 8Q (13892.870000 sec): 3 clusters
  Score: Raw -60710.852939 + Penalty 2201.251122 = -58509.601817
  nChanged 6
		SP:Iteration 9Q (13893.040000 sec): 3 clusters
  Score: Raw -60715.836349 + Penalty 2201.251122 = -58514.585227
  nChanged 2
		SP:Iteration 10Q (13893.210000 sec): 3 clusters
  Score: Raw -60718.324784 + Penalty 2201.251122 = -58517.073661
  nChanged 0
		SP:Iteration 11F (13893.390000 sec): 3 clusters
  Score: Raw -60718.324784 + Penalty 2201.251122 = -58517.073661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13893.500000 sec): 2 clusters
  Score: Raw -344609.865351 + Penalty 1370.600326 = -343239.265025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13893.680000 sec): 3 clusters
  Score: Raw -342261.779353 + Penalty 2741.200652 = -339520.578701
  nChanged 1837
		SP:Iteration 1F (13893.890000 sec): 3 clusters
  Score: Raw -343357.525596 + Penalty 2741.200652 = -340616.324944
  nChanged 378
		SP:Iteration 2F (13894.040000 sec): 3 clusters
  Score: Raw -343593.189581 + Penalty 2741.200652 = -340851.988929
  nChanged 283
		SP:Iteration 3F (13894.230000 sec): 3 clusters
  Score: Raw -343790.368737 + Penalty 2741.200652 = -341049.168085
  nChanged 249
		SP:Iteration 4F (13894.410000 sec): 3 clusters
  Score: Raw -343981.582395 + Penalty 2741.200652 = -341240.381743
  nChanged 241
		SP:Iteration 5F (13894.650000 sec): 3 clusters
  Score: Raw -344201.799933 + Penalty 2741.200652 = -341460.599282
  nChanged 221
		SP:Iteration 6Q (13894.850000 sec): 3 clusters
  Score: Raw -344376.810182 + Penalty 2741.200652 = -341635.609530
  nChanged 186
		SP:Iteration 7Q (13895.030000 sec): 3 clusters
  Score: Raw -344519.806561 + Penalty 2741.200652 = -341778.605910
  nChanged 180
		SP:Iteration 8Q (13895.250000 sec): 3 clusters
  Score: Raw -344680.361024 + Penalty 2741.200652 = -341939.160372
  nChanged 145
		SP:Iteration 9Q (13895.450000 sec): 3 clusters
  Score: Raw -344786.626272 + Penalty 2741.200652 = -342045.425620
  nChanged 124
		SP:Iteration 10Q (13895.710000 sec): 3 clusters
  Score: Raw -344868.320374 + Penalty 2741.200652 = -342127.119722
  nChanged 114
		SP:Iteration 11Q (13895.920000 sec): 3 clusters
  Score: Raw -344931.714940 + Penalty 2741.200652 = -342190.514288
  nChanged 74
		SP:Iteration 12Q (13896.080000 sec): 3 clusters
  Score: Raw -344969.066733 + Penalty 2741.200652 = -342227.866081
  nChanged 68
		SP:Iteration 13Q (13896.260000 sec): 3 clusters
  Score: Raw -345000.091840 + Penalty 2741.200652 = -342258.891188
  nChanged 55
		SP:Iteration 14Q (13896.450000 sec): 3 clusters
  Score: Raw -345030.816806 + Penalty 2741.200652 = -342289.616155
  nChanged 50
		SP:Iteration 15Q (13896.670000 sec): 3 clusters
  Score: Raw -345058.280965 + Penalty 2741.200652 = -342317.080314
  nChanged 43
		SP:Iteration 16Q (13896.890000 sec): 3 clusters
  Score: Raw -345079.106071 + Penalty 2741.200652 = -342337.905420
  nChanged 49
		SP:Iteration 17Q (13897.070000 sec): 3 clusters
  Score: Raw -345121.471798 + Penalty 2741.200652 = -342380.271146
  nChanged 66
		SP:Iteration 18Q (13897.290000 sec): 3 clusters
  Score: Raw -345183.541205 + Penalty 2741.200652 = -342442.340553
  nChanged 62
		SP:Iteration 19Q (13897.450000 sec): 3 clusters
  Score: Raw -345222.526985 + Penalty 2741.200652 = -342481.326333
  nChanged 49
		SP:Iteration 20F (13897.600000 sec): 3 clusters
  Score: Raw -345247.337830 + Penalty 2741.200652 = -342506.137178
  nChanged 34
		SP:Iteration 21Q (13897.770000 sec): 3 clusters
  Score: Raw -345263.975943 + Penalty 2741.200652 = -342522.775291
  nChanged 24
		SP:Iteration 22Q (13897.940000 sec): 3 clusters
  Score: Raw -345270.935434 + Penalty 2741.200652 = -342529.734782
  nChanged 12
		SP:Iteration 23Q (13898.070000 sec): 3 clusters
  Score: Raw -345275.773096 + Penalty 2741.200652 = -342534.572445
  nChanged 15
		SP:Iteration 24Q (13898.240000 sec): 3 clusters
  Score: Raw -345281.413261 + Penalty 2741.200652 = -342540.212609
  nChanged 15
		SP:Iteration 25Q (13898.400000 sec): 3 clusters
  Score: Raw -345286.418303 + Penalty 2741.200652 = -342545.217651
  nChanged 10
		SP:Iteration 26Q (13898.580000 sec): 3 clusters
  Score: Raw -345289.733530 + Penalty 2741.200652 = -342548.532878
  nChanged 5
		SP:Iteration 27Q (13898.790000 sec): 3 clusters
  Score: Raw -345292.128011 + Penalty 2741.200652 = -342550.927360
  nChanged 8
		SP:Iteration 28Q (13898.940000 sec): 3 clusters
  Score: Raw -345294.198393 + Penalty 2741.200652 = -342552.997741
  nChanged 6
		SP:Iteration 29Q (13899.120000 sec): 3 clusters
  Score: Raw -345295.763856 + Penalty 2741.200652 = -342554.563204
  nChanged 2
		SP:Iteration 30Q (13899.350000 sec): 3 clusters
  Score: Raw -345296.533227 + Penalty 2741.200652 = -342555.332575
  nChanged 4
		SP:Iteration 31Q (13899.530000 sec): 3 clusters
  Score: Raw -345297.120064 + Penalty 2741.200652 = -342555.919412
  nChanged 1
		SP:Iteration 32Q (13899.730000 sec): 3 clusters
  Score: Raw -345297.267535 + Penalty 2741.200652 = -342556.066883
  nChanged 2
		SP:Iteration 33Q (13899.900000 sec): 3 clusters
  Score: Raw -345297.588109 + Penalty 2741.200652 = -342556.387457
  nChanged 2
		SP:Iteration 34Q (13900.070000 sec): 3 clusters
  Score: Raw -345298.063666 + Penalty 2741.200652 = -342556.863014
  nChanged 2
		SP:Iteration 35Q (13900.300000 sec): 3 clusters
  Score: Raw -345298.326082 + Penalty 2741.200652 = -342557.125430
  nChanged 0
		SP:Iteration 36F (13900.430000 sec): 3 clusters
  Score: Raw -345298.326082 + Penalty 2741.200652 = -342557.125430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13900.510000 sec): 2 clusters
  Score: Raw -17330.156450 + Penalty 877.201439 = -16452.955011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13900.690000 sec): 3 clusters
  Score: Raw -17408.395211 + Penalty 1754.402878 = -15653.992333
  nChanged 24
		SP:Iteration 1F (13900.890000 sec): 3 clusters
  Score: Raw -17478.073904 + Penalty 1754.402878 = -15723.671026
  nChanged 7
		SP:Iteration 2Q (13901.050000 sec): 3 clusters
  Score: Raw -17502.508090 + Penalty 1754.402878 = -15748.105212
  nChanged 3
		SP:Iteration 3Q (13901.190000 sec): 3 clusters
  Score: Raw -17523.070264 + Penalty 1754.402878 = -15768.667386
  nChanged 4
		SP:Iteration 4Q (13901.320000 sec): 3 clusters
  Score: Raw -17549.709603 + Penalty 1754.402878 = -15795.306725
  nChanged 1
		SP:Iteration 5Q (13901.450000 sec): 3 clusters
  Score: Raw -17553.424647 + Penalty 1754.402878 = -15799.021769
  nChanged 2
		SP:Iteration 6Q (13901.580000 sec): 3 clusters
  Score: Raw -17557.452034 + Penalty 1754.402878 = -15803.049156
  nChanged 2
		SP:Iteration 7Q (13901.760000 sec): 3 clusters
  Score: Raw -17564.267945 + Penalty 1754.402878 = -15809.865067
  nChanged 1
		SP:Iteration 8Q (13901.910000 sec): 3 clusters
  Score: Raw -17567.246289 + Penalty 1754.402878 = -15812.843411
  nChanged 0
		SP:Iteration 9F (13902.100000 sec): 3 clusters
  Score: Raw -17567.246289 + Penalty 1754.402878 = -15812.843411
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13902.210000 sec): 2 clusters
  Score: Raw -269561.059578 + Penalty 1324.263337 = -268236.796241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13902.420000 sec): 3 clusters
  Score: Raw -267904.168744 + Penalty 2648.526674 = -265255.642070
  nChanged 1311
		SP:Iteration 1F (13902.640000 sec): 3 clusters
  Score: Raw -268637.967457 + Penalty 2648.526674 = -265989.440783
  nChanged 244
		SP:Iteration 2F (13902.830000 sec): 3 clusters
  Score: Raw -268780.781460 + Penalty 2648.526674 = -266132.254786
  nChanged 187
		SP:Iteration 3F (13903.070000 sec): 3 clusters
  Score: Raw -268888.353109 + Penalty 2648.526674 = -266239.826435
  nChanged 144
		SP:Iteration 4Q (13903.280000 sec): 3 clusters
  Score: Raw -268979.814872 + Penalty 2648.526674 = -266331.288198
  nChanged 156
		SP:Iteration 5Q (13903.470000 sec): 3 clusters
  Score: Raw -269083.727262 + Penalty 2648.526674 = -266435.200588
  nChanged 128
		SP:Iteration 6Q (13903.660000 sec): 3 clusters
  Score: Raw -269174.430288 + Penalty 2648.526674 = -266525.903613
  nChanged 142
		SP:Iteration 7Q (13903.830000 sec): 3 clusters
  Score: Raw -269271.155974 + Penalty 2648.526674 = -266622.629300
  nChanged 120
		SP:Iteration 8Q (13904.020000 sec): 3 clusters
  Score: Raw -269348.620183 + Penalty 2648.526674 = -266700.093509
  nChanged 100
		SP:Iteration 9Q (13904.220000 sec): 3 clusters
  Score: Raw -269418.873423 + Penalty 2648.526674 = -266770.346748
  nChanged 105
		SP:Iteration 10Q (13904.430000 sec): 3 clusters
  Score: Raw -269486.036321 + Penalty 2648.526674 = -266837.509647
  nChanged 99
		SP:Iteration 11Q (13904.600000 sec): 3 clusters
  Score: Raw -269548.112237 + Penalty 2648.526674 = -266899.585563
  nChanged 83
		SP:Iteration 12Q (13904.750000 sec): 3 clusters
  Score: Raw -269596.157557 + Penalty 2648.526674 = -266947.630883
  nChanged 54
		SP:Iteration 13Q (13904.940000 sec): 3 clusters
  Score: Raw -269625.346606 + Penalty 2648.526674 = -266976.819932
  nChanged 37
		SP:Iteration 14Q (13905.150000 sec): 3 clusters
  Score: Raw -269644.591079 + Penalty 2648.526674 = -266996.064405
  nChanged 29
		SP:Iteration 15Q (13905.360000 sec): 3 clusters
  Score: Raw -269660.304273 + Penalty 2648.526674 = -267011.777598
  nChanged 24
		SP:Iteration 16Q (13905.570000 sec): 3 clusters
  Score: Raw -269672.407384 + Penalty 2648.526674 = -267023.880710
  nChanged 22
		SP:Iteration 17Q (13905.790000 sec): 3 clusters
  Score: Raw -269682.408528 + Penalty 2648.526674 = -267033.881854
  nChanged 19
		SP:Iteration 18Q (13905.930000 sec): 3 clusters
  Score: Raw -269691.459843 + Penalty 2648.526674 = -267042.933169
  nChanged 15
		SP:Iteration 19Q (13906.110000 sec): 3 clusters
  Score: Raw -269698.798311 + Penalty 2648.526674 = -267050.271637
  nChanged 8
		SP:Iteration 20F (13906.270000 sec): 3 clusters
  Score: Raw -269702.330682 + Penalty 2648.526674 = -267053.804008
  nChanged 9
		SP:Iteration 21Q (13906.480000 sec): 3 clusters
  Score: Raw -269706.992723 + Penalty 2648.526674 = -267058.466049
  nChanged 14
		SP:Iteration 22Q (13906.630000 sec): 3 clusters
  Score: Raw -269714.412156 + Penalty 2648.526674 = -267065.885482
  nChanged 14
		SP:Iteration 23Q (13906.820000 sec): 3 clusters
  Score: Raw -269720.776618 + Penalty 2648.526674 = -267072.249944
  nChanged 12
		SP:Iteration 24Q (13907.040000 sec): 3 clusters
  Score: Raw -269725.773045 + Penalty 2648.526674 = -267077.246371
  nChanged 9
		SP:Iteration 25Q (13907.220000 sec): 3 clusters
  Score: Raw -269729.545110 + Penalty 2648.526674 = -267081.018436
  nChanged 9
		SP:Iteration 26Q (13907.420000 sec): 3 clusters
  Score: Raw -269733.829389 + Penalty 2648.526674 = -267085.302715
  nChanged 6
		SP:Iteration 27Q (13907.620000 sec): 3 clusters
  Score: Raw -269736.517313 + Penalty 2648.526674 = -267087.990639
  nChanged 4
		SP:Iteration 28Q (13907.830000 sec): 3 clusters
  Score: Raw -269737.983374 + Penalty 2648.526674 = -267089.456700
  nChanged 1
		SP:Iteration 29Q (13908.040000 sec): 3 clusters
  Score: Raw -269738.498121 + Penalty 2648.526674 = -267089.971447
  nChanged 0
		SP:Iteration 30F (13908.240000 sec): 3 clusters
  Score: Raw -269738.498121 + Penalty 2648.526674 = -267089.971447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13908.320000 sec): 2 clusters
  Score: Raw -213394.562062 + Penalty 1295.525728 = -212099.036334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13908.480000 sec): 3 clusters
  Score: Raw -212063.202501 + Penalty 2591.051455 = -209472.151046
  nChanged 1082
		SP:Iteration 1F (13908.670000 sec): 3 clusters
  Score: Raw -212824.271123 + Penalty 2591.051455 = -210233.219667
  nChanged 250
		SP:Iteration 2F (13908.840000 sec): 3 clusters
  Score: Raw -213031.131658 + Penalty 2591.051455 = -210440.080203
  nChanged 162
		SP:Iteration 3F (13909.020000 sec): 3 clusters
  Score: Raw -213161.880516 + Penalty 2591.051455 = -210570.829061
  nChanged 141
		SP:Iteration 4Q (13909.160000 sec): 3 clusters
  Score: Raw -213279.245641 + Penalty 2591.051455 = -210688.194186
  nChanged 102
		SP:Iteration 5Q (13909.370000 sec): 3 clusters
  Score: Raw -213356.168671 + Penalty 2591.051455 = -210765.117216
  nChanged 90
		SP:Iteration 6Q (13909.520000 sec): 3 clusters
  Score: Raw -213409.076651 + Penalty 2591.051455 = -210818.025196
  nChanged 72
		SP:Iteration 7Q (13909.710000 sec): 3 clusters
  Score: Raw -213452.833340 + Penalty 2591.051455 = -210861.781885
  nChanged 64
		SP:Iteration 8Q (13909.910000 sec): 3 clusters
  Score: Raw -213492.342906 + Penalty 2591.051455 = -210901.291450
  nChanged 51
		SP:Iteration 9Q (13910.110000 sec): 3 clusters
  Score: Raw -213527.140389 + Penalty 2591.051455 = -210936.088933
  nChanged 56
		SP:Iteration 10Q (13910.310000 sec): 3 clusters
  Score: Raw -213564.341761 + Penalty 2591.051455 = -210973.290305
  nChanged 55
		SP:Iteration 11Q (13910.510000 sec): 3 clusters
  Score: Raw -213598.432362 + Penalty 2591.051455 = -211007.380907
  nChanged 47
		SP:Iteration 12Q (13910.700000 sec): 3 clusters
  Score: Raw -213642.147308 + Penalty 2591.051455 = -211051.095853
  nChanged 52
		SP:Iteration 13Q (13910.910000 sec): 3 clusters
  Score: Raw -213681.561564 + Penalty 2591.051455 = -211090.510109
  nChanged 51
		SP:Iteration 14Q (13911.080000 sec): 3 clusters
  Score: Raw -213720.079904 + Penalty 2591.051455 = -211129.028449
  nChanged 52
		SP:Iteration 15Q (13911.220000 sec): 3 clusters
  Score: Raw -213751.129566 + Penalty 2591.051455 = -211160.078110
  nChanged 44
		SP:Iteration 16Q (13911.420000 sec): 3 clusters
  Score: Raw -213785.746592 + Penalty 2591.051455 = -211194.695137
  nChanged 44
		SP:Iteration 17Q (13911.580000 sec): 3 clusters
  Score: Raw -213814.018465 + Penalty 2591.051455 = -211222.967010
  nChanged 41
		SP:Iteration 18Q (13911.820000 sec): 3 clusters
  Score: Raw -213839.758241 + Penalty 2591.051455 = -211248.706785
  nChanged 38
		SP:Iteration 19Q (13911.990000 sec): 3 clusters
  Score: Raw -213869.429538 + Penalty 2591.051455 = -211278.378083
  nChanged 43
		SP:Iteration 20F (13912.150000 sec): 3 clusters
  Score: Raw -213893.956124 + Penalty 2591.051455 = -211302.904669
  nChanged 30
		SP:Iteration 21Q (13912.300000 sec): 3 clusters
  Score: Raw -213909.740949 + Penalty 2591.051455 = -211318.689494
  nChanged 24
		SP:Iteration 22Q (13912.450000 sec): 3 clusters
  Score: Raw -213919.593311 + Penalty 2591.051455 = -211328.541856
  nChanged 18
		SP:Iteration 23Q (13912.600000 sec): 3 clusters
  Score: Raw -213926.415009 + Penalty 2591.051455 = -211335.363554
  nChanged 12
		SP:Iteration 24Q (13912.760000 sec): 3 clusters
  Score: Raw -213931.360011 + Penalty 2591.051455 = -211340.308555
  nChanged 9
		SP:Iteration 25Q (13912.970000 sec): 3 clusters
  Score: Raw -213934.062263 + Penalty 2591.051455 = -211343.010808
  nChanged 6
		SP:Iteration 26Q (13913.140000 sec): 3 clusters
  Score: Raw -213936.139549 + Penalty 2591.051455 = -211345.088094
  nChanged 5
		SP:Iteration 27Q (13913.340000 sec): 3 clusters
  Score: Raw -213939.250351 + Penalty 2591.051455 = -211348.198896
  nChanged 7
		SP:Iteration 28Q (13913.550000 sec): 3 clusters
  Score: Raw -213942.216184 + Penalty 2591.051455 = -211351.164729
  nChanged 7
		SP:Iteration 29Q (13913.760000 sec): 3 clusters
  Score: Raw -213945.802629 + Penalty 2591.051455 = -211354.751174
  nChanged 7
		SP:Iteration 30Q (13913.930000 sec): 3 clusters
  Score: Raw -213948.658575 + Penalty 2591.051455 = -211357.607120
  nChanged 4
		SP:Iteration 31Q (13914.100000 sec): 3 clusters
  Score: Raw -213950.684524 + Penalty 2591.051455 = -211359.633069
  nChanged 4
		SP:Iteration 32Q (13914.270000 sec): 3 clusters
  Score: Raw -213951.865399 + Penalty 2591.051455 = -211360.813944
  nChanged 5
		SP:Iteration 33Q (13914.510000 sec): 3 clusters
  Score: Raw -213953.193634 + Penalty 2591.051455 = -211362.142179
  nChanged 6
		SP:Iteration 34Q (13914.680000 sec): 3 clusters
  Score: Raw -213956.518794 + Penalty 2591.051455 = -211365.467338
  nChanged 10
		SP:Iteration 35Q (13914.830000 sec): 3 clusters
  Score: Raw -213960.435563 + Penalty 2591.051455 = -211369.384108
  nChanged 8
		SP:Iteration 36Q (13915.060000 sec): 3 clusters
  Score: Raw -213964.432807 + Penalty 2591.051455 = -211373.381352
  nChanged 7
		SP:Iteration 37Q (13915.240000 sec): 3 clusters
  Score: Raw -213967.076481 + Penalty 2591.051455 = -211376.025026
  nChanged 2
		SP:Iteration 38Q (13915.450000 sec): 3 clusters
  Score: Raw -213967.405263 + Penalty 2591.051455 = -211376.353807
  nChanged 1
		SP:Iteration 39Q (13915.620000 sec): 3 clusters
  Score: Raw -213967.527183 + Penalty 2591.051455 = -211376.475727
  nChanged 0
		SP:Iteration 40F (13915.770000 sec): 3 clusters
  Score: Raw -213967.527183 + Penalty 2591.051455 = -211376.475727
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13915.900000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13916.070000 sec): 3 clusters
  Score: Raw -31333.863591 + Penalty 1922.765670 = -29411.097921
  nChanged 74
		SP:Iteration 1F (13916.280000 sec): 3 clusters
  Score: Raw -31466.070153 + Penalty 1922.765670 = -29543.304483
  nChanged 14
		SP:Iteration 2Q (13916.470000 sec): 3 clusters
  Score: Raw -31492.784732 + Penalty 1922.765670 = -29570.019062
  nChanged 3
		SP:Iteration 3Q (13916.620000 sec): 3 clusters
  Score: Raw -31496.617224 + Penalty 1922.765670 = -29573.851554
  nChanged 1
		SP:Iteration 4Q (13916.780000 sec): 3 clusters
  Score: Raw -31497.513073 + Penalty 1922.765670 = -29574.747403
  nChanged 0
		SP:Iteration 5F (13916.980000 sec): 3 clusters
  Score: Raw -31497.513073 + Penalty 1922.765670 = -29574.747403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13917.110000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13917.280000 sec): 3 clusters
  Score: Raw -53066.836376 + Penalty 2106.014483 = -50960.821893
  nChanged 147
		SP:Iteration 1F (13917.440000 sec): 3 clusters
  Score: Raw -53224.092028 + Penalty 2106.014483 = -51118.077545
  nChanged 47
		SP:Iteration 2F (13917.620000 sec): 3 clusters
  Score: Raw -53297.983203 + Penalty 2106.014483 = -51191.968720
  nChanged 19
		SP:Iteration 3Q (13917.810000 sec): 3 clusters
  Score: Raw -53320.547947 + Penalty 2106.014483 = -51214.533465
  nChanged 12
		SP:Iteration 4Q (13918.030000 sec): 3 clusters
  Score: Raw -53333.168298 + Penalty 2106.014483 = -51227.153815
  nChanged 7
		SP:Iteration 5Q (13918.180000 sec): 3 clusters
  Score: Raw -53344.652591 + Penalty 2106.014483 = -51238.638109
  nChanged 1
		SP:Iteration 6Q (13918.390000 sec): 3 clusters
  Score: Raw -53345.972902 + Penalty 2106.014483 = -51239.958420
  nChanged 1
		SP:Iteration 7Q (13918.550000 sec): 3 clusters
  Score: Raw -53347.487972 + Penalty 2106.014483 = -51241.473489
  nChanged 1
		SP:Iteration 8Q (13918.720000 sec): 3 clusters
  Score: Raw -53349.275601 + Penalty 2106.014483 = -51243.261118
  nChanged 0
		SP:Iteration 9F (13918.860000 sec): 3 clusters
  Score: Raw -53349.275601 + Penalty 2106.014483 = -51243.261118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13918.950000 sec): 2 clusters
  Score: Raw -189961.173413 + Penalty 1263.003881 = -188698.169532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13919.150000 sec): 3 clusters
  Score: Raw -188913.191800 + Penalty 2526.007762 = -186387.184038
  nChanged 824
		SP:Iteration 1F (13919.330000 sec): 3 clusters
  Score: Raw -189428.014143 + Penalty 2526.007762 = -186902.006381
  nChanged 186
		SP:Iteration 2F (13919.510000 sec): 3 clusters
  Score: Raw -189560.950003 + Penalty 2526.007762 = -187034.942242
  nChanged 119
		SP:Iteration 3F (13919.740000 sec): 3 clusters
  Score: Raw -189648.279443 + Penalty 2526.007762 = -187122.271681
  nChanged 101
		SP:Iteration 4Q (13919.870000 sec): 3 clusters
  Score: Raw -189718.412764 + Penalty 2526.007762 = -187192.405002
  nChanged 76
		SP:Iteration 5Q (13920.070000 sec): 3 clusters
  Score: Raw -189759.186457 + Penalty 2526.007762 = -187233.178695
  nChanged 54
		SP:Iteration 6Q (13920.210000 sec): 3 clusters
  Score: Raw -189793.724049 + Penalty 2526.007762 = -187267.716287
  nChanged 53
		SP:Iteration 7Q (13920.350000 sec): 3 clusters
  Score: Raw -189829.599133 + Penalty 2526.007762 = -187303.591371
  nChanged 49
		SP:Iteration 8Q (13920.510000 sec): 3 clusters
  Score: Raw -189858.746027 + Penalty 2526.007762 = -187332.738265
  nChanged 40
		SP:Iteration 9Q (13920.690000 sec): 3 clusters
  Score: Raw -189888.906971 + Penalty 2526.007762 = -187362.899209
  nChanged 47
		SP:Iteration 10Q (13920.920000 sec): 3 clusters
  Score: Raw -189913.816840 + Penalty 2526.007762 = -187387.809078
  nChanged 45
		SP:Iteration 11Q (13921.100000 sec): 3 clusters
  Score: Raw -189944.216528 + Penalty 2526.007762 = -187418.208766
  nChanged 34
		SP:Iteration 12Q (13921.270000 sec): 3 clusters
  Score: Raw -189960.674310 + Penalty 2526.007762 = -187434.666548
  nChanged 22
		SP:Iteration 13Q (13921.440000 sec): 3 clusters
  Score: Raw -189971.056274 + Penalty 2526.007762 = -187445.048512
  nChanged 21
		SP:Iteration 14Q (13921.640000 sec): 3 clusters
  Score: Raw -189978.989813 + Penalty 2526.007762 = -187452.982051
  nChanged 19
		SP:Iteration 15Q (13921.870000 sec): 3 clusters
  Score: Raw -189987.485844 + Penalty 2526.007762 = -187461.478082
  nChanged 25
		SP:Iteration 16Q (13922.040000 sec): 3 clusters
  Score: Raw -189997.523552 + Penalty 2526.007762 = -187471.515790
  nChanged 19
		SP:Iteration 17Q (13922.230000 sec): 3 clusters
  Score: Raw -190005.500727 + Penalty 2526.007762 = -187479.492966
  nChanged 19
		SP:Iteration 18Q (13922.380000 sec): 3 clusters
  Score: Raw -190014.885594 + Penalty 2526.007762 = -187488.877832
  nChanged 20
		SP:Iteration 19Q (13922.600000 sec): 3 clusters
  Score: Raw -190025.067478 + Penalty 2526.007762 = -187499.059716
  nChanged 25
		SP:Iteration 20F (13922.730000 sec): 3 clusters
  Score: Raw -190038.798419 + Penalty 2526.007762 = -187512.790657
  nChanged 28
		SP:Iteration 21Q (13922.920000 sec): 3 clusters
  Score: Raw -190051.327208 + Penalty 2526.007762 = -187525.319446
  nChanged 18
		SP:Iteration 22Q (13923.060000 sec): 3 clusters
  Score: Raw -190058.893448 + Penalty 2526.007762 = -187532.885686
  nChanged 15
		SP:Iteration 23Q (13923.210000 sec): 3 clusters
  Score: Raw -190065.789567 + Penalty 2526.007762 = -187539.781805
  nChanged 17
		SP:Iteration 24Q (13923.390000 sec): 3 clusters
  Score: Raw -190074.204395 + Penalty 2526.007762 = -187548.196633
  nChanged 17
		SP:Iteration 25Q (13923.570000 sec): 3 clusters
  Score: Raw -190083.213176 + Penalty 2526.007762 = -187557.205414
  nChanged 14
		SP:Iteration 26Q (13923.790000 sec): 3 clusters
  Score: Raw -190089.395908 + Penalty 2526.007762 = -187563.388146
  nChanged 15
		SP:Iteration 27Q (13923.950000 sec): 3 clusters
  Score: Raw -190095.127134 + Penalty 2526.007762 = -187569.119372
  nChanged 10
		SP:Iteration 28Q (13924.160000 sec): 3 clusters
  Score: Raw -190099.830855 + Penalty 2526.007762 = -187573.823093
  nChanged 12
		SP:Iteration 29Q (13924.350000 sec): 3 clusters
  Score: Raw -190105.506702 + Penalty 2526.007762 = -187579.498940
  nChanged 12
		SP:Iteration 30Q (13924.510000 sec): 3 clusters
  Score: Raw -190109.712271 + Penalty 2526.007762 = -187583.704509
  nChanged 7
		SP:Iteration 31Q (13924.690000 sec): 3 clusters
  Score: Raw -190112.241793 + Penalty 2526.007762 = -187586.234031
  nChanged 8
		SP:Iteration 32Q (13924.870000 sec): 3 clusters
  Score: Raw -190115.328101 + Penalty 2526.007762 = -187589.320339
  nChanged 3
		SP:Iteration 33Q (13925.020000 sec): 3 clusters
  Score: Raw -190116.454294 + Penalty 2526.007762 = -187590.446532
  nChanged 2
		SP:Iteration 34Q (13925.240000 sec): 3 clusters
  Score: Raw -190117.761321 + Penalty 2526.007762 = -187591.753559
  nChanged 7
		SP:Iteration 35Q (13925.450000 sec): 3 clusters
  Score: Raw -190119.816885 + Penalty 2526.007762 = -187593.809123
  nChanged 2
		SP:Iteration 36Q (13925.570000 sec): 3 clusters
  Score: Raw -190120.884378 + Penalty 2526.007762 = -187594.876616
  nChanged 4
		SP:Iteration 37Q (13925.760000 sec): 3 clusters
  Score: Raw -190121.904709 + Penalty 2526.007762 = -187595.896947
  nChanged 2
		SP:Iteration 38Q (13925.930000 sec): 3 clusters
  Score: Raw -190122.803514 + Penalty 2526.007762 = -187596.795752
  nChanged 2
		SP:Iteration 39Q (13926.130000 sec): 3 clusters
  Score: Raw -190123.224110 + Penalty 2526.007762 = -187597.216348
  nChanged 1
		SP:Iteration 40F (13926.300000 sec): 3 clusters
  Score: Raw -190123.737744 + Penalty 2526.007762 = -187597.729982
  nChanged 2
		SP:Iteration 41Q (13926.510000 sec): 3 clusters
  Score: Raw -190124.771655 + Penalty 2526.007762 = -187598.763893
  nChanged 4
		SP:Iteration 42Q (13926.690000 sec): 3 clusters
  Score: Raw -190126.727535 + Penalty 2526.007762 = -187600.719774
  nChanged 3
		SP:Iteration 43Q (13926.880000 sec): 3 clusters
  Score: Raw -190127.654722 + Penalty 2526.007762 = -187601.646961
  nChanged 0
		SP:Iteration 44F (13927.030000 sec): 3 clusters
  Score: Raw -190127.654722 + Penalty 2526.007762 = -187601.646961
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13927.140000 sec): 2 clusters
  Score: Raw -201544.120775 + Penalty 1291.555198 = -200252.565577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13927.360000 sec): 3 clusters
  Score: Raw -200209.668028 + Penalty 2583.110397 = -197626.557631
  nChanged 1072
		SP:Iteration 1F (13927.550000 sec): 3 clusters
  Score: Raw -200994.896823 + Penalty 2583.110397 = -198411.786426
  nChanged 331
		SP:Iteration 2F (13927.720000 sec): 3 clusters
  Score: Raw -201335.664774 + Penalty 2583.110397 = -198752.554377
  nChanged 222
		SP:Iteration 3F (13927.890000 sec): 3 clusters
  Score: Raw -201565.826252 + Penalty 2583.110397 = -198982.715855
  nChanged 171
		SP:Iteration 4F (13928.040000 sec): 3 clusters
  Score: Raw -201717.391339 + Penalty 2583.110397 = -199134.280942
  nChanged 136
		SP:Iteration 5Q (13928.250000 sec): 3 clusters
  Score: Raw -201830.380584 + Penalty 2583.110397 = -199247.270187
  nChanged 86
		SP:Iteration 6Q (13928.440000 sec): 3 clusters
  Score: Raw -201904.693297 + Penalty 2583.110397 = -199321.582900
  nChanged 74
		SP:Iteration 7Q (13928.600000 sec): 3 clusters
  Score: Raw -201954.234855 + Penalty 2583.110397 = -199371.124458
  nChanged 49
		SP:Iteration 8Q (13928.790000 sec): 3 clusters
  Score: Raw -201986.408577 + Penalty 2583.110397 = -199403.298180
  nChanged 40
		SP:Iteration 9Q (13928.960000 sec): 3 clusters
  Score: Raw -202021.511704 + Penalty 2583.110397 = -199438.401307
  nChanged 38
		SP:Iteration 10Q (13929.130000 sec): 3 clusters
  Score: Raw -202049.609462 + Penalty 2583.110397 = -199466.499065
  nChanged 25
		SP:Iteration 11Q (13929.320000 sec): 3 clusters
  Score: Raw -202063.206909 + Penalty 2583.110397 = -199480.096512
  nChanged 18
		SP:Iteration 12Q (13929.500000 sec): 3 clusters
  Score: Raw -202073.262990 + Penalty 2583.110397 = -199490.152593
  nChanged 21
		SP:Iteration 13Q (13929.700000 sec): 3 clusters
  Score: Raw -202085.670313 + Penalty 2583.110397 = -199502.559917
  nChanged 22
		SP:Iteration 14Q (13929.860000 sec): 3 clusters
  Score: Raw -202096.185788 + Penalty 2583.110397 = -199513.075391
  nChanged 17
		SP:Iteration 15Q (13930.060000 sec): 3 clusters
  Score: Raw -202104.947647 + Penalty 2583.110397 = -199521.837250
  nChanged 19
		SP:Iteration 16Q (13930.200000 sec): 3 clusters
  Score: Raw -202114.280647 + Penalty 2583.110397 = -199531.170250
  nChanged 12
		SP:Iteration 17Q (13930.380000 sec): 3 clusters
  Score: Raw -202120.764887 + Penalty 2583.110397 = -199537.654490
  nChanged 12
		SP:Iteration 18Q (13930.540000 sec): 3 clusters
  Score: Raw -202126.922462 + Penalty 2583.110397 = -199543.812065
  nChanged 7
		SP:Iteration 19Q (13930.700000 sec): 3 clusters
  Score: Raw -202131.411170 + Penalty 2583.110397 = -199548.300774
  nChanged 9
		SP:Iteration 20F (13930.880000 sec): 3 clusters
  Score: Raw -202135.811892 + Penalty 2583.110397 = -199552.701495
  nChanged 8
		SP:Iteration 21Q (13931.110000 sec): 3 clusters
  Score: Raw -202139.204573 + Penalty 2583.110397 = -199556.094176
  nChanged 6
		SP:Iteration 22Q (13931.250000 sec): 3 clusters
  Score: Raw -202142.631186 + Penalty 2583.110397 = -199559.520789
  nChanged 9
		SP:Iteration 23Q (13931.460000 sec): 3 clusters
  Score: Raw -202145.988688 + Penalty 2583.110397 = -199562.878291
  nChanged 4
		SP:Iteration 24Q (13931.620000 sec): 3 clusters
  Score: Raw -202146.887349 + Penalty 2583.110397 = -199563.776952
  nChanged 1
		SP:Iteration 25Q (13931.800000 sec): 3 clusters
  Score: Raw -202147.131628 + Penalty 2583.110397 = -199564.021231
  nChanged 2
		SP:Iteration 26Q (13932.010000 sec): 3 clusters
  Score: Raw -202147.507387 + Penalty 2583.110397 = -199564.396990
  nChanged 1
		SP:Iteration 27Q (13932.170000 sec): 3 clusters
  Score: Raw -202148.116346 + Penalty 2583.110397 = -199565.005949
  nChanged 3
		SP:Iteration 28Q (13932.340000 sec): 3 clusters
  Score: Raw -202149.121056 + Penalty 2583.110397 = -199566.010659
  nChanged 1
		SP:Iteration 29Q (13932.530000 sec): 3 clusters
  Score: Raw -202149.846106 + Penalty 2583.110397 = -199566.735709
  nChanged 2
		SP:Iteration 30Q (13932.660000 sec): 3 clusters
  Score: Raw -202151.321850 + Penalty 2583.110397 = -199568.211453
  nChanged 4
		SP:Iteration 31Q (13932.840000 sec): 3 clusters
  Score: Raw -202152.780393 + Penalty 2583.110397 = -199569.669996
  nChanged 2
		SP:Iteration 32Q (13933.020000 sec): 3 clusters
  Score: Raw -202154.320738 + Penalty 2583.110397 = -199571.210341
  nChanged 3
		SP:Iteration 33Q (13933.190000 sec): 3 clusters
  Score: Raw -202155.988681 + Penalty 2583.110397 = -199572.878284
  nChanged 4
		SP:Iteration 34Q (13933.410000 sec): 3 clusters
  Score: Raw -202157.405189 + Penalty 2583.110397 = -199574.294792
  nChanged 5
		SP:Iteration 35Q (13933.580000 sec): 3 clusters
  Score: Raw -202158.539891 + Penalty 2583.110397 = -199575.429494
  nChanged 3
		SP:Iteration 36Q (13933.760000 sec): 3 clusters
  Score: Raw -202159.465443 + Penalty 2583.110397 = -199576.355046
  nChanged 1
		SP:Iteration 37Q (13933.920000 sec): 3 clusters
  Score: Raw -202159.584509 + Penalty 2583.110397 = -199576.474112
  nChanged 0
		SP:Iteration 38F (13934.150000 sec): 3 clusters
  Score: Raw -202159.584509 + Penalty 2583.110397 = -199576.474112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13934.300000 sec): 2 clusters
  Score: Raw -307655.628598 + Penalty 1337.512079 = -306318.116519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13934.480000 sec): 3 clusters
  Score: Raw -305807.099931 + Penalty 2675.024158 = -303132.075773
  nChanged 1473
		SP:Iteration 1F (13934.680000 sec): 3 clusters
  Score: Raw -306654.706312 + Penalty 2675.024158 = -303979.682153
  nChanged 341
		SP:Iteration 2F (13934.870000 sec): 3 clusters
  Score: Raw -306936.215140 + Penalty 2675.024158 = -304261.190982
  nChanged 283
		SP:Iteration 3F (13935.050000 sec): 3 clusters
  Score: Raw -307184.371897 + Penalty 2675.024158 = -304509.347738
  nChanged 245
		SP:Iteration 4F (13935.270000 sec): 3 clusters
  Score: Raw -307374.371403 + Penalty 2675.024158 = -304699.347245
  nChanged 179
		SP:Iteration 5Q (13935.440000 sec): 3 clusters
  Score: Raw -307508.574884 + Penalty 2675.024158 = -304833.550725
  nChanged 155
		SP:Iteration 6Q (13935.580000 sec): 3 clusters
  Score: Raw -307610.822162 + Penalty 2675.024158 = -304935.798003
  nChanged 123
		SP:Iteration 7Q (13935.750000 sec): 3 clusters
  Score: Raw -307691.755755 + Penalty 2675.024158 = -305016.731597
  nChanged 96
		SP:Iteration 8Q (13935.980000 sec): 3 clusters
  Score: Raw -307741.814786 + Penalty 2675.024158 = -305066.790628
  nChanged 61
		SP:Iteration 9Q (13936.220000 sec): 3 clusters
  Score: Raw -307778.330301 + Penalty 2675.024158 = -305103.306142
  nChanged 59
		SP:Iteration 10Q (13936.390000 sec): 3 clusters
  Score: Raw -307816.290662 + Penalty 2675.024158 = -305141.266503
  nChanged 51
		SP:Iteration 11Q (13936.570000 sec): 3 clusters
  Score: Raw -307845.601393 + Penalty 2675.024158 = -305170.577235
  nChanged 35
		SP:Iteration 12Q (13936.790000 sec): 3 clusters
  Score: Raw -307858.066779 + Penalty 2675.024158 = -305183.042621
  nChanged 25
		SP:Iteration 13Q (13936.960000 sec): 3 clusters
  Score: Raw -307869.590140 + Penalty 2675.024158 = -305194.565982
  nChanged 32
		SP:Iteration 14Q (13937.160000 sec): 3 clusters
  Score: Raw -307884.398773 + Penalty 2675.024158 = -305209.374615
  nChanged 25
		SP:Iteration 15Q (13937.360000 sec): 3 clusters
  Score: Raw -307893.899686 + Penalty 2675.024158 = -305218.875527
  nChanged 15
		SP:Iteration 16Q (13937.580000 sec): 3 clusters
  Score: Raw -307900.122595 + Penalty 2675.024158 = -305225.098437
  nChanged 11
		SP:Iteration 17Q (13937.750000 sec): 3 clusters
  Score: Raw -307902.726659 + Penalty 2675.024158 = -305227.702501
  nChanged 8
		SP:Iteration 18Q (13937.900000 sec): 3 clusters
  Score: Raw -307904.638500 + Penalty 2675.024158 = -305229.614342
  nChanged 5
		SP:Iteration 19Q (13938.080000 sec): 3 clusters
  Score: Raw -307906.907146 + Penalty 2675.024158 = -305231.882988
  nChanged 7
		SP:Iteration 20F (13938.300000 sec): 3 clusters
  Score: Raw -307909.735060 + Penalty 2675.024158 = -305234.710901
  nChanged 9
		SP:Iteration 21Q (13938.520000 sec): 3 clusters
  Score: Raw -307913.371436 + Penalty 2675.024158 = -305238.347278
  nChanged 6
		SP:Iteration 22Q (13938.680000 sec): 3 clusters
  Score: Raw -307915.225551 + Penalty 2675.024158 = -305240.201393
  nChanged 5
		SP:Iteration 23Q (13938.870000 sec): 3 clusters
  Score: Raw -307916.419617 + Penalty 2675.024158 = -305241.395458
  nChanged 4
		SP:Iteration 24Q (13939.080000 sec): 3 clusters
  Score: Raw -307917.397808 + Penalty 2675.024158 = -305242.373649
  nChanged 1
		SP:Iteration 25Q (13939.280000 sec): 3 clusters
  Score: Raw -307917.665154 + Penalty 2675.024158 = -305242.640996
  nChanged 1
		SP:Iteration 26Q (13939.460000 sec): 3 clusters
  Score: Raw -307917.818617 + Penalty 2675.024158 = -305242.794459
  nChanged 0
		SP:Iteration 27F (13939.690000 sec): 3 clusters
  Score: Raw -307917.818617 + Penalty 2675.024158 = -305242.794459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13939.830000 sec): 2 clusters
  Score: Raw -177487.381902 + Penalty 1278.653495 = -176208.728407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13939.990000 sec): 3 clusters
  Score: Raw -176361.689071 + Penalty 2557.306991 = -173804.382080
  nChanged 972
		SP:Iteration 1F (13940.140000 sec): 3 clusters
  Score: Raw -177184.718123 + Penalty 2557.306991 = -174627.411133
  nChanged 282
		SP:Iteration 2F (13940.300000 sec): 3 clusters
  Score: Raw -177518.231348 + Penalty 2557.306991 = -174960.924357
  nChanged 193
		SP:Iteration 3F (13940.440000 sec): 3 clusters
  Score: Raw -177724.542781 + Penalty 2557.306991 = -175167.235790
  nChanged 147
		SP:Iteration 4F (13940.610000 sec): 3 clusters
  Score: Raw -177878.427014 + Penalty 2557.306991 = -175321.120023
  nChanged 88
		SP:Iteration 5Q (13940.790000 sec): 3 clusters
  Score: Raw -177937.805715 + Penalty 2557.306991 = -175380.498725
  nChanged 70
		SP:Iteration 6Q (13940.950000 sec): 3 clusters
  Score: Raw -177988.091481 + Penalty 2557.306991 = -175430.784490
  nChanged 50
		SP:Iteration 7Q (13941.090000 sec): 3 clusters
  Score: Raw -178021.482597 + Penalty 2557.306991 = -175464.175606
  nChanged 40
		SP:Iteration 8Q (13941.230000 sec): 3 clusters
  Score: Raw -178040.469446 + Penalty 2557.306991 = -175483.162456
  nChanged 24
		SP:Iteration 9Q (13941.390000 sec): 3 clusters
  Score: Raw -178053.577710 + Penalty 2557.306991 = -175496.270719
  nChanged 25
		SP:Iteration 10Q (13941.570000 sec): 3 clusters
  Score: Raw -178064.950246 + Penalty 2557.306991 = -175507.643255
  nChanged 13
		SP:Iteration 11Q (13941.750000 sec): 3 clusters
  Score: Raw -178068.851886 + Penalty 2557.306991 = -175511.544896
  nChanged 9
		SP:Iteration 12Q (13941.930000 sec): 3 clusters
  Score: Raw -178072.157361 + Penalty 2557.306991 = -175514.850371
  nChanged 7
		SP:Iteration 13Q (13942.150000 sec): 3 clusters
  Score: Raw -178078.024189 + Penalty 2557.306991 = -175520.717198
  nChanged 10
		SP:Iteration 14Q (13942.330000 sec): 3 clusters
  Score: Raw -178083.324694 + Penalty 2557.306991 = -175526.017703
  nChanged 13
		SP:Iteration 15Q (13942.560000 sec): 3 clusters
  Score: Raw -178088.884003 + Penalty 2557.306991 = -175531.577012
  nChanged 18
		SP:Iteration 16Q (13942.770000 sec): 3 clusters
  Score: Raw -178096.357908 + Penalty 2557.306991 = -175539.050918
  nChanged 13
		SP:Iteration 17Q (13942.940000 sec): 3 clusters
  Score: Raw -178102.563978 + Penalty 2557.306991 = -175545.256988
  nChanged 10
		SP:Iteration 18Q (13943.070000 sec): 3 clusters
  Score: Raw -178108.196324 + Penalty 2557.306991 = -175550.889333
  nChanged 14
		SP:Iteration 19Q (13943.280000 sec): 3 clusters
  Score: Raw -178115.493492 + Penalty 2557.306991 = -175558.186501
  nChanged 13
		SP:Iteration 20F (13943.450000 sec): 3 clusters
  Score: Raw -178123.793172 + Penalty 2557.306991 = -175566.486181
  nChanged 9
		SP:Iteration 21Q (13943.600000 sec): 3 clusters
  Score: Raw -178127.866836 + Penalty 2557.306991 = -175570.559845
  nChanged 4
		SP:Iteration 22Q (13943.760000 sec): 3 clusters
  Score: Raw -178130.126282 + Penalty 2557.306991 = -175572.819291
  nChanged 3
		SP:Iteration 23Q (13943.950000 sec): 3 clusters
  Score: Raw -178132.132143 + Penalty 2557.306991 = -175574.825153
  nChanged 8
		SP:Iteration 24Q (13944.170000 sec): 3 clusters
  Score: Raw -178134.804854 + Penalty 2557.306991 = -175577.497864
  nChanged 5
		SP:Iteration 25Q (13944.310000 sec): 3 clusters
  Score: Raw -178136.539635 + Penalty 2557.306991 = -175579.232645
  nChanged 2
		SP:Iteration 26Q (13944.560000 sec): 3 clusters
  Score: Raw -178137.112376 + Penalty 2557.306991 = -175579.805385
  nChanged 0
		SP:Iteration 27F (13944.750000 sec): 3 clusters
  Score: Raw -178137.112376 + Penalty 2557.306991 = -175579.805385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13944.820000 sec): 2 clusters
  Score: Raw -167982.102912 + Penalty 1241.598122 = -166740.504790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13944.990000 sec): 3 clusters
  Score: Raw -167072.683186 + Penalty 2483.196244 = -164589.486942
  nChanged 725
		SP:Iteration 1F (13945.220000 sec): 3 clusters
  Score: Raw -167545.961134 + Penalty 2483.196244 = -165062.764890
  nChanged 168
		SP:Iteration 2F (13945.370000 sec): 3 clusters
  Score: Raw -167694.992802 + Penalty 2483.196244 = -165211.796558
  nChanged 114
		SP:Iteration 3F (13945.550000 sec): 3 clusters
  Score: Raw -167851.824589 + Penalty 2483.196244 = -165368.628345
  nChanged 113
		SP:Iteration 4F (13945.750000 sec): 3 clusters
  Score: Raw -167994.233371 + Penalty 2483.196244 = -165511.037127
  nChanged 97
		SP:Iteration 5Q (13945.890000 sec): 3 clusters
  Score: Raw -168088.960845 + Penalty 2483.196244 = -165605.764602
  nChanged 71
		SP:Iteration 6Q (13946.110000 sec): 3 clusters
  Score: Raw -168144.358312 + Penalty 2483.196244 = -165661.162069
  nChanged 59
		SP:Iteration 7Q (13946.290000 sec): 3 clusters
  Score: Raw -168187.098033 + Penalty 2483.196244 = -165703.901789
  nChanged 37
		SP:Iteration 8Q (13946.500000 sec): 3 clusters
  Score: Raw -168210.514534 + Penalty 2483.196244 = -165727.318290
  nChanged 36
		SP:Iteration 9Q (13946.710000 sec): 3 clusters
  Score: Raw -168236.745197 + Penalty 2483.196244 = -165753.548954
  nChanged 35
		SP:Iteration 10Q (13946.890000 sec): 3 clusters
  Score: Raw -168255.975599 + Penalty 2483.196244 = -165772.779355
  nChanged 30
		SP:Iteration 11Q (13947.060000 sec): 3 clusters
  Score: Raw -168271.453710 + Penalty 2483.196244 = -165788.257466
  nChanged 24
		SP:Iteration 12Q (13947.280000 sec): 3 clusters
  Score: Raw -168283.128716 + Penalty 2483.196244 = -165799.932473
  nChanged 15
		SP:Iteration 13Q (13947.470000 sec): 3 clusters
  Score: Raw -168293.108144 + Penalty 2483.196244 = -165809.911900
  nChanged 18
		SP:Iteration 14Q (13947.640000 sec): 3 clusters
  Score: Raw -168304.526589 + Penalty 2483.196244 = -165821.330345
  nChanged 18
		SP:Iteration 15Q (13947.790000 sec): 3 clusters
  Score: Raw -168311.986851 + Penalty 2483.196244 = -165828.790607
  nChanged 7
		SP:Iteration 16Q (13947.950000 sec): 3 clusters
  Score: Raw -168317.126127 + Penalty 2483.196244 = -165833.929883
  nChanged 7
		SP:Iteration 17Q (13948.090000 sec): 3 clusters
  Score: Raw -168320.020416 + Penalty 2483.196244 = -165836.824172
  nChanged 10
		SP:Iteration 18Q (13948.230000 sec): 3 clusters
  Score: Raw -168327.026253 + Penalty 2483.196244 = -165843.830009
  nChanged 10
		SP:Iteration 19Q (13948.370000 sec): 3 clusters
  Score: Raw -168331.962207 + Penalty 2483.196244 = -165848.765964
  nChanged 10
		SP:Iteration 20F (13948.560000 sec): 3 clusters
  Score: Raw -168335.764309 + Penalty 2483.196244 = -165852.568066
  nChanged 7
		SP:Iteration 21Q (13948.700000 sec): 3 clusters
  Score: Raw -168338.333806 + Penalty 2483.196244 = -165855.137563
  nChanged 4
		SP:Iteration 22Q (13948.900000 sec): 3 clusters
  Score: Raw -168339.741211 + Penalty 2483.196244 = -165856.544968
  nChanged 3
		SP:Iteration 23Q (13949.040000 sec): 3 clusters
  Score: Raw -168340.801424 + Penalty 2483.196244 = -165857.605181
  nChanged 1
		SP:Iteration 24Q (13949.170000 sec): 3 clusters
  Score: Raw -168341.160632 + Penalty 2483.196244 = -165857.964389
  nChanged 3
		SP:Iteration 25Q (13949.300000 sec): 3 clusters
  Score: Raw -168342.348056 + Penalty 2483.196244 = -165859.151812
  nChanged 2
		SP:Iteration 26Q (13949.430000 sec): 3 clusters
  Score: Raw -168343.391733 + Penalty 2483.196244 = -165860.195489
  nChanged 2
		SP:Iteration 27Q (13949.550000 sec): 3 clusters
  Score: Raw -168344.247361 + Penalty 2483.196244 = -165861.051117
  nChanged 4
		SP:Iteration 28Q (13949.680000 sec): 3 clusters
  Score: Raw -168345.405948 + Penalty 2483.196244 = -165862.209704
  nChanged 1
		SP:Iteration 29Q (13949.810000 sec): 3 clusters
  Score: Raw -168345.823978 + Penalty 2483.196244 = -165862.627735
  nChanged 3
		SP:Iteration 30Q (13949.940000 sec): 3 clusters
  Score: Raw -168347.197248 + Penalty 2483.196244 = -165864.001004
  nChanged 2
		SP:Iteration 31Q (13950.070000 sec): 3 clusters
  Score: Raw -168347.652973 + Penalty 2483.196244 = -165864.456729
  nChanged 2
		SP:Iteration 32Q (13950.190000 sec): 3 clusters
  Score: Raw -168348.126350 + Penalty 2483.196244 = -165864.930107
  nChanged 1
		SP:Iteration 33Q (13950.370000 sec): 3 clusters
  Score: Raw -168348.729599 + Penalty 2483.196244 = -165865.533356
  nChanged 1
		SP:Iteration 34Q (13950.560000 sec): 3 clusters
  Score: Raw -168349.206429 + Penalty 2483.196244 = -165866.010185
  nChanged 1
		SP:Iteration 35Q (13950.710000 sec): 3 clusters
  Score: Raw -168349.274151 + Penalty 2483.196244 = -165866.077907
  nChanged 0
		SP:Iteration 36F (13950.830000 sec): 3 clusters
  Score: Raw -168349.274151 + Penalty 2483.196244 = -165866.077907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13950.950000 sec): 2 clusters
  Score: Raw -48480.001060 + Penalty 1090.855383 = -47389.145678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13951.090000 sec): 3 clusters
  Score: Raw -48320.345875 + Penalty 2181.710765 = -46138.635110
  nChanged 256
		SP:Iteration 1F (13951.240000 sec): 3 clusters
  Score: Raw -48645.263062 + Penalty 2181.710765 = -46463.552297
  nChanged 75
		SP:Iteration 2F (13951.380000 sec): 3 clusters
  Score: Raw -48760.821333 + Penalty 2181.710765 = -46579.110567
  nChanged 51
		SP:Iteration 3F (13951.520000 sec): 3 clusters
  Score: Raw -48840.944250 + Penalty 2181.710765 = -46659.233485
  nChanged 31
		SP:Iteration 4Q (13951.650000 sec): 3 clusters
  Score: Raw -48896.650148 + Penalty 2181.710765 = -46714.939383
  nChanged 27
		SP:Iteration 5Q (13951.770000 sec): 3 clusters
  Score: Raw -48948.168538 + Penalty 2181.710765 = -46766.457773
  nChanged 14
		SP:Iteration 6Q (13951.900000 sec): 3 clusters
  Score: Raw -48981.039590 + Penalty 2181.710765 = -46799.328825
  nChanged 9
		SP:Iteration 7Q (13952.030000 sec): 3 clusters
  Score: Raw -48997.493096 + Penalty 2181.710765 = -46815.782331
  nChanged 6
		SP:Iteration 8Q (13952.150000 sec): 3 clusters
  Score: Raw -49009.174835 + Penalty 2181.710765 = -46827.464070
  nChanged 4
		SP:Iteration 9Q (13952.270000 sec): 3 clusters
  Score: Raw -49014.399331 + Penalty 2181.710765 = -46832.688566
  nChanged 5
		SP:Iteration 10Q (13952.490000 sec): 3 clusters
  Score: Raw -49022.402469 + Penalty 2181.710765 = -46840.691704
  nChanged 1
		SP:Iteration 11Q (13952.650000 sec): 3 clusters
  Score: Raw -49028.659302 + Penalty 2181.710765 = -46846.948537
  nChanged 6
		SP:Iteration 12Q (13952.780000 sec): 3 clusters
  Score: Raw -49031.843276 + Penalty 2181.710765 = -46850.132511
  nChanged 4
		SP:Iteration 13Q (13952.920000 sec): 3 clusters
  Score: Raw -49039.890998 + Penalty 2181.710765 = -46858.180233
  nChanged 3
		SP:Iteration 14Q (13953.060000 sec): 3 clusters
  Score: Raw -49043.889086 + Penalty 2181.710765 = -46862.178321
  nChanged 1
		SP:Iteration 15Q (13953.200000 sec): 3 clusters
  Score: Raw -49044.448697 + Penalty 2181.710765 = -46862.737932
  nChanged 1
		SP:Iteration 16Q (13953.340000 sec): 3 clusters
  Score: Raw -49045.029136 + Penalty 2181.710765 = -46863.318370
  nChanged 0
		SP:Iteration 17F (13953.480000 sec): 3 clusters
  Score: Raw -49045.029136 + Penalty 2181.710765 = -46863.318370
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13953.730000 sec): 2 clusters
  Score: Raw -2903843.419758 + Penalty 1694.204861 = -2902149.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13954.070000 sec): 3 clusters
  Score: Raw -2882942.168834 + Penalty 3388.409722 = -2879553.759112
  nChanged 15625
		SP:Iteration 1F (13954.370000 sec): 3 clusters
  Score: Raw -2891888.314407 + Penalty 3388.409722 = -2888499.904685
  nChanged 1693
		SP:Iteration 2F (13954.730000 sec): 3 clusters
  Score: Raw -2892491.937456 + Penalty 3388.409722 = -2889103.527734
  nChanged 1691
		SP:Iteration 3F (13955.060000 sec): 3 clusters
  Score: Raw -2893157.729508 + Penalty 3388.409722 = -2889769.319786
  nChanged 1788
		SP:Iteration 4F (13955.420000 sec): 3 clusters
  Score: Raw -2893968.965392 + Penalty 3388.409722 = -2890580.555670
  nChanged 1914
		SP:Iteration 5F (13955.810000 sec): 3 clusters
  Score: Raw -2894990.939514 + Penalty 3388.409722 = -2891602.529792
  nChanged 2077
		SP:Iteration 6F (13956.080000 sec): 3 clusters
  Score: Raw -2896339.085304 + Penalty 3388.409722 = -2892950.675582
  nChanged 2187
		SP:Iteration 7F (13956.460000 sec): 3 clusters
  Score: Raw -2897955.106253 + Penalty 3388.409722 = -2894566.696531
  nChanged 2041
		SP:Iteration 8F (13956.840000 sec): 3 clusters
  Score: Raw -2899604.940410 + Penalty 3388.409722 = -2896216.530688
  nChanged 1658
		SP:Iteration 9Q (13957.190000 sec): 3 clusters
  Score: Raw -2900960.396949 + Penalty 3388.409722 = -2897571.987227
  nChanged 1237
		SP:Iteration 10Q (13957.550000 sec): 3 clusters
  Score: Raw -2901990.332853 + Penalty 3388.409722 = -2898601.923131
  nChanged 890
		SP:Iteration 11Q (13957.900000 sec): 3 clusters
  Score: Raw -2902720.018977 + Penalty 3388.409722 = -2899331.609255
  nChanged 575
		SP:Iteration 12Q (13958.360000 sec): 3 clusters
  Score: Raw -2903158.087748 + Penalty 3388.409722 = -2899769.678026
  nChanged 377
		SP:Iteration 13Q (13958.690000 sec): 3 clusters
  Score: Raw -2903444.899946 + Penalty 3388.409722 = -2900056.490224
  nChanged 253
		SP:Iteration 14Q (13959.040000 sec): 3 clusters
  Score: Raw -2903623.633890 + Penalty 3388.409722 = -2900235.224168
  nChanged 163
		SP:Iteration 15Q (13959.350000 sec): 3 clusters
  Score: Raw -2903737.274822 + Penalty 3388.409722 = -2900348.865100
  nChanged 118
		SP:Iteration 16Q (13959.660000 sec): 3 clusters
  Score: Raw -2903822.209693 + Penalty 3388.409722 = -2900433.799971
  nChanged 87
		SP:Iteration 17Q (13960.020000 sec): 3 clusters
  Score: Raw -2903884.214439 + Penalty 3388.409722 = -2900495.804717
  nChanged 67
		SP:Iteration 18Q (13960.450000 sec): 3 clusters
  Score: Raw -2903917.918897 + Penalty 3388.409722 = -2900529.509175
  nChanged 43
		SP:Iteration 19Q (13960.800000 sec): 3 clusters
  Score: Raw -2903947.401736 + Penalty 3388.409722 = -2900558.992014
  nChanged 40
		SP:Iteration 20F (13961.180000 sec): 3 clusters
  Score: Raw -2903978.890301 + Penalty 3388.409722 = -2900590.480579
  nChanged 38
		SP:Iteration 21Q (13961.530000 sec): 3 clusters
  Score: Raw -2904003.430093 + Penalty 3388.409722 = -2900615.020371
  nChanged 20
		SP:Iteration 22Q (13961.860000 sec): 3 clusters
  Score: Raw -2904016.668910 + Penalty 3388.409722 = -2900628.259188
  nChanged 7
		SP:Iteration 23Q (13962.200000 sec): 3 clusters
  Score: Raw -2904020.171279 + Penalty 3388.409722 = -2900631.761557
  nChanged 5
		SP:Iteration 24Q (13962.560000 sec): 3 clusters
  Score: Raw -2904022.770070 + Penalty 3388.409722 = -2900634.360348
  nChanged 7
		SP:Iteration 25Q (13962.910000 sec): 3 clusters
  Score: Raw -2904025.619480 + Penalty 3388.409722 = -2900637.209758
  nChanged 8
		SP:Iteration 26Q (13963.200000 sec): 3 clusters
  Score: Raw -2904030.026229 + Penalty 3388.409722 = -2900641.616507
  nChanged 6
		SP:Iteration 27Q (13963.600000 sec): 3 clusters
  Score: Raw -2904032.147289 + Penalty 3388.409722 = -2900643.737568
  nChanged 4
		SP:Iteration 28Q (13963.900000 sec): 3 clusters
  Score: Raw -2904035.469295 + Penalty 3388.409722 = -2900647.059573
  nChanged 3
		SP:Iteration 29Q (13964.280000 sec): 3 clusters
  Score: Raw -2904036.739652 + Penalty 3388.409722 = -2900648.329930
  nChanged 4
		SP:Iteration 30Q (13964.630000 sec): 3 clusters
  Score: Raw -2904038.630370 + Penalty 3388.409722 = -2900650.220648
  nChanged 3
		SP:Iteration 31Q (13964.970000 sec): 3 clusters
  Score: Raw -2904040.315121 + Penalty 3388.409722 = -2900651.905399
  nChanged 4
		SP:Iteration 32Q (13965.270000 sec): 3 clusters
  Score: Raw -2904042.598384 + Penalty 3388.409722 = -2900654.188662
  nChanged 1
		SP:Iteration 33Q (13965.620000 sec): 3 clusters
  Score: Raw -2904042.652909 + Penalty 3388.409722 = -2900654.243187
  nChanged 0
		SP:Iteration 34F (13965.910000 sec): 3 clusters
  Score: Raw -2904042.652909 + Penalty 3388.409722 = -2900654.243187
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13966.060000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13966.210000 sec): 3 clusters
  Score: Raw -40972.573496 + Penalty 2010.517803 = -38962.055693
  nChanged 118
		SP:Iteration 1F (13966.410000 sec): 3 clusters
  Score: Raw -41124.919542 + Penalty 2010.517803 = -39114.401740
  nChanged 35
		SP:Iteration 2F (13966.620000 sec): 3 clusters
  Score: Raw -41187.201092 + Penalty 2010.517803 = -39176.683289
  nChanged 14
		SP:Iteration 3Q (13966.730000 sec): 3 clusters
  Score: Raw -41206.646023 + Penalty 2010.517803 = -39196.128221
  nChanged 6
		SP:Iteration 4Q (13966.900000 sec): 3 clusters
  Score: Raw -41215.199186 + Penalty 2010.517803 = -39204.681383
  nChanged 6
		SP:Iteration 5Q (13967.070000 sec): 3 clusters
  Score: Raw -41220.681531 + Penalty 2010.517803 = -39210.163728
  nChanged 4
		SP:Iteration 6Q (13967.220000 sec): 3 clusters
  Score: Raw -41228.015015 + Penalty 2010.517803 = -39217.497212
  nChanged 3
		SP:Iteration 7Q (13967.440000 sec): 3 clusters
  Score: Raw -41233.402754 + Penalty 2010.517803 = -39222.884951
  nChanged 4
		SP:Iteration 8Q (13967.660000 sec): 3 clusters
  Score: Raw -41241.401165 + Penalty 2010.517803 = -39230.883362
  nChanged 5
		SP:Iteration 9Q (13967.840000 sec): 3 clusters
  Score: Raw -41247.537355 + Penalty 2010.517803 = -39237.019553
  nChanged 3
		SP:Iteration 10Q (13967.990000 sec): 3 clusters
  Score: Raw -41250.435482 + Penalty 2010.517803 = -39239.917679
  nChanged 1
		SP:Iteration 11Q (13968.190000 sec): 3 clusters
  Score: Raw -41251.395328 + Penalty 2010.517803 = -39240.877525
  nChanged 4
		SP:Iteration 12Q (13968.320000 sec): 3 clusters
  Score: Raw -41257.099290 + Penalty 2010.517803 = -39246.581487
  nChanged 1
		SP:Iteration 13Q (13968.520000 sec): 3 clusters
  Score: Raw -41258.088444 + Penalty 2010.517803 = -39247.570641
  nChanged 0
		SP:Iteration 14F (13968.670000 sec): 3 clusters
  Score: Raw -41258.088444 + Penalty 2010.517803 = -39247.570641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13968.800000 sec): 2 clusters
  Score: Raw -90467.008007 + Penalty 1163.889593 = -89303.118413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13968.960000 sec): 3 clusters
  Score: Raw -90021.992953 + Penalty 2327.779187 = -87694.213766
  nChanged 395
		SP:Iteration 1F (13969.140000 sec): 3 clusters
  Score: Raw -90342.191497 + Penalty 2327.779187 = -88014.412310
  nChanged 114
		SP:Iteration 2F (13969.370000 sec): 3 clusters
  Score: Raw -90472.148925 + Penalty 2327.779187 = -88144.369738
  nChanged 81
		SP:Iteration 3F (13969.510000 sec): 3 clusters
  Score: Raw -90570.253368 + Penalty 2327.779187 = -88242.474182
  nChanged 40
		SP:Iteration 4Q (13969.680000 sec): 3 clusters
  Score: Raw -90612.917867 + Penalty 2327.779187 = -88285.138680
  nChanged 36
		SP:Iteration 5Q (13969.860000 sec): 3 clusters
  Score: Raw -90648.977467 + Penalty 2327.779187 = -88321.198281
  nChanged 30
		SP:Iteration 6Q (13970.020000 sec): 3 clusters
  Score: Raw -90692.606468 + Penalty 2327.779187 = -88364.827281
  nChanged 31
		SP:Iteration 7Q (13970.180000 sec): 3 clusters
  Score: Raw -90720.277947 + Penalty 2327.779187 = -88392.498761
  nChanged 20
		SP:Iteration 8Q (13970.340000 sec): 3 clusters
  Score: Raw -90746.377057 + Penalty 2327.779187 = -88418.597871
  nChanged 17
		SP:Iteration 9Q (13970.470000 sec): 3 clusters
  Score: Raw -90769.661555 + Penalty 2327.779187 = -88441.882368
  nChanged 17
		SP:Iteration 10Q (13970.660000 sec): 3 clusters
  Score: Raw -90789.904651 + Penalty 2327.779187 = -88462.125464
  nChanged 17
		SP:Iteration 11Q (13970.820000 sec): 3 clusters
  Score: Raw -90804.864512 + Penalty 2327.779187 = -88477.085326
  nChanged 17
		SP:Iteration 12Q (13971.060000 sec): 3 clusters
  Score: Raw -90820.485931 + Penalty 2327.779187 = -88492.706744
  nChanged 16
		SP:Iteration 13Q (13971.240000 sec): 3 clusters
  Score: Raw -90838.556562 + Penalty 2327.779187 = -88510.777375
  nChanged 19
		SP:Iteration 14Q (13971.390000 sec): 3 clusters
  Score: Raw -90855.810881 + Penalty 2327.779187 = -88528.031695
  nChanged 14
		SP:Iteration 15Q (13971.550000 sec): 3 clusters
  Score: Raw -90868.904624 + Penalty 2327.779187 = -88541.125438
  nChanged 11
		SP:Iteration 16Q (13971.780000 sec): 3 clusters
  Score: Raw -90877.273018 + Penalty 2327.779187 = -88549.493832
  nChanged 11
		SP:Iteration 17Q (13971.970000 sec): 3 clusters
  Score: Raw -90886.027647 + Penalty 2327.779187 = -88558.248460
  nChanged 15
		SP:Iteration 18Q (13972.100000 sec): 3 clusters
  Score: Raw -90898.095404 + Penalty 2327.779187 = -88570.316217
  nChanged 10
		SP:Iteration 19Q (13972.350000 sec): 3 clusters
  Score: Raw -90908.135205 + Penalty 2327.779187 = -88580.356018
  nChanged 10
		SP:Iteration 20F (13972.490000 sec): 3 clusters
  Score: Raw -90916.842512 + Penalty 2327.779187 = -88589.063326
  nChanged 10
		SP:Iteration 21Q (13972.710000 sec): 3 clusters
  Score: Raw -90923.655623 + Penalty 2327.779187 = -88595.876437
  nChanged 7
		SP:Iteration 22Q (13972.860000 sec): 3 clusters
  Score: Raw -90928.407012 + Penalty 2327.779187 = -88600.627826
  nChanged 8
		SP:Iteration 23Q (13973.030000 sec): 3 clusters
  Score: Raw -90938.007898 + Penalty 2327.779187 = -88610.228711
  nChanged 14
		SP:Iteration 24Q (13973.190000 sec): 3 clusters
  Score: Raw -90950.980168 + Penalty 2327.779187 = -88623.200981
  nChanged 10
		SP:Iteration 25Q (13973.340000 sec): 3 clusters
  Score: Raw -90966.670144 + Penalty 2327.779187 = -88638.890957
  nChanged 15
		SP:Iteration 26Q (13973.480000 sec): 3 clusters
  Score: Raw -90982.177311 + Penalty 2327.779187 = -88654.398124
  nChanged 14
		SP:Iteration 27Q (13973.720000 sec): 3 clusters
  Score: Raw -90996.478070 + Penalty 2327.779187 = -88668.698883
  nChanged 11
		SP:Iteration 28Q (13973.900000 sec): 3 clusters
  Score: Raw -91006.893775 + Penalty 2327.779187 = -88679.114588
  nChanged 8
		SP:Iteration 29Q (13974.100000 sec): 3 clusters
  Score: Raw -91014.019220 + Penalty 2327.779187 = -88686.240033
  nChanged 7
		SP:Iteration 30Q (13974.280000 sec): 3 clusters
  Score: Raw -91019.482728 + Penalty 2327.779187 = -88691.703542
  nChanged 5
		SP:Iteration 31Q (13974.500000 sec): 3 clusters
  Score: Raw -91022.339839 + Penalty 2327.779187 = -88694.560653
  nChanged 2
		SP:Iteration 32Q (13974.660000 sec): 3 clusters
  Score: Raw -91023.733665 + Penalty 2327.779187 = -88695.954479
  nChanged 2
		SP:Iteration 33Q (13974.880000 sec): 3 clusters
  Score: Raw -91025.102466 + Penalty 2327.779187 = -88697.323280
  nChanged 4
		SP:Iteration 34Q (13975.020000 sec): 3 clusters
  Score: Raw -91027.016457 + Penalty 2327.779187 = -88699.237270
  nChanged 1
		SP:Iteration 35Q (13975.180000 sec): 3 clusters
  Score: Raw -91028.938938 + Penalty 2327.779187 = -88701.159751
  nChanged 4
		SP:Iteration 36Q (13975.370000 sec): 3 clusters
  Score: Raw -91032.810557 + Penalty 2327.779187 = -88705.031370
  nChanged 3
		SP:Iteration 37Q (13975.600000 sec): 3 clusters
  Score: Raw -91034.156729 + Penalty 2327.779187 = -88706.377542
  nChanged 1
		SP:Iteration 38Q (13975.790000 sec): 3 clusters
  Score: Raw -91035.252375 + Penalty 2327.779187 = -88707.473188
  nChanged 2
		SP:Iteration 39Q (13975.980000 sec): 3 clusters
  Score: Raw -91035.756472 + Penalty 2327.779187 = -88707.977285
  nChanged 2
		SP:Iteration 40F (13976.110000 sec): 3 clusters
  Score: Raw -91036.461067 + Penalty 2327.779187 = -88708.681880
  nChanged 1
		SP:Iteration 41Q (13976.260000 sec): 3 clusters
  Score: Raw -91037.021557 + Penalty 2327.779187 = -88709.242371
  nChanged 2
		SP:Iteration 42Q (13976.450000 sec): 3 clusters
  Score: Raw -91037.769665 + Penalty 2327.779187 = -88709.990479
  nChanged 1
		SP:Iteration 43Q (13976.590000 sec): 3 clusters
  Score: Raw -91037.949068 + Penalty 2327.779187 = -88710.169881
  nChanged 1
		SP:Iteration 44Q (13976.760000 sec): 3 clusters
  Score: Raw -91038.638074 + Penalty 2327.779187 = -88710.858887
  nChanged 2
		SP:Iteration 45Q (13976.930000 sec): 3 clusters
  Score: Raw -91039.849226 + Penalty 2327.779187 = -88712.070040
  nChanged 2
		SP:Iteration 46Q (13977.100000 sec): 3 clusters
  Score: Raw -91041.585448 + Penalty 2327.779187 = -88713.806261
  nChanged 2
		SP:Iteration 47Q (13977.290000 sec): 3 clusters
  Score: Raw -91042.238677 + Penalty 2327.779187 = -88714.459491
  nChanged 0
		SP:Iteration 48F (13977.430000 sec): 3 clusters
  Score: Raw -91042.238677 + Penalty 2327.779187 = -88714.459491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13977.530000 sec): 2 clusters
  Score: Raw -148785.415421 + Penalty 1223.004073 = -147562.411348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13977.700000 sec): 3 clusters
  Score: Raw -148009.473009 + Penalty 2446.008147 = -145563.464862
  nChanged 660
		SP:Iteration 1F (13977.840000 sec): 3 clusters
  Score: Raw -148443.238250 + Penalty 2446.008147 = -145997.230103
  nChanged 148
		SP:Iteration 2F (13977.990000 sec): 3 clusters
  Score: Raw -148579.034950 + Penalty 2446.008147 = -146133.026803
  nChanged 117
		SP:Iteration 3F (13978.100000 sec): 3 clusters
  Score: Raw -148711.931527 + Penalty 2446.008147 = -146265.923381
  nChanged 99
		SP:Iteration 4F (13978.280000 sec): 3 clusters
  Score: Raw -148832.773469 + Penalty 2446.008147 = -146386.765322
  nChanged 89
		SP:Iteration 5Q (13978.440000 sec): 3 clusters
  Score: Raw -148963.970602 + Penalty 2446.008147 = -146517.962456
  nChanged 105
		SP:Iteration 6F (13978.600000 sec): 3 clusters
  Score: Raw -149149.739688 + Penalty 2446.008147 = -146703.731542
  nChanged 103
		SP:Iteration 7F (13978.730000 sec): 3 clusters
  Score: Raw -149325.558552 + Penalty 2446.008147 = -146879.550405
  nChanged 86
		SP:Iteration 8Q (13978.880000 sec): 3 clusters
  Score: Raw -149493.015902 + Penalty 2446.008147 = -147047.007755
  nChanged 64
		SP:Iteration 9Q (13979.050000 sec): 3 clusters
  Score: Raw -149547.510721 + Penalty 2446.008147 = -147101.502574
  nChanged 29
		SP:Iteration 10Q (13979.210000 sec): 3 clusters
  Score: Raw -149574.467854 + Penalty 2446.008147 = -147128.459707
  nChanged 28
		SP:Iteration 11Q (13979.400000 sec): 3 clusters
  Score: Raw -149597.677973 + Penalty 2446.008147 = -147151.669826
  nChanged 31
		SP:Iteration 12Q (13979.620000 sec): 3 clusters
  Score: Raw -149620.455271 + Penalty 2446.008147 = -147174.447124
  nChanged 14
		SP:Iteration 13Q (13979.760000 sec): 3 clusters
  Score: Raw -149637.634874 + Penalty 2446.008147 = -147191.626727
  nChanged 22
		SP:Iteration 14Q (13979.900000 sec): 3 clusters
  Score: Raw -149660.204718 + Penalty 2446.008147 = -147214.196571
  nChanged 16
		SP:Iteration 15Q (13980.030000 sec): 3 clusters
  Score: Raw -149670.875033 + Penalty 2446.008147 = -147224.866887
  nChanged 9
		SP:Iteration 16Q (13980.230000 sec): 3 clusters
  Score: Raw -149677.439218 + Penalty 2446.008147 = -147231.431072
  nChanged 8
		SP:Iteration 17Q (13980.400000 sec): 3 clusters
  Score: Raw -149682.803995 + Penalty 2446.008147 = -147236.795848
  nChanged 1
		SP:Iteration 18Q (13980.500000 sec): 3 clusters
  Score: Raw -149683.244090 + Penalty 2446.008147 = -147237.235943
  nChanged 0
		SP:Iteration 19F (13980.640000 sec): 3 clusters
  Score: Raw -149683.244090 + Penalty 2446.008147 = -147237.235943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13980.750000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13980.860000 sec): 3 clusters
  Score: Raw -33070.640771 + Penalty 1972.989762 = -31097.651009
  nChanged 89
		SP:Iteration 1F (13981.020000 sec): 3 clusters
  Score: Raw -33207.689025 + Penalty 1972.989762 = -31234.699263
  nChanged 28
		SP:Iteration 2F (13981.190000 sec): 3 clusters
  Score: Raw -33261.980857 + Penalty 1972.989762 = -31288.991095
  nChanged 15
		SP:Iteration 3Q (13981.360000 sec): 3 clusters
  Score: Raw -33295.347048 + Penalty 1972.989762 = -31322.357286
  nChanged 13
		SP:Iteration 4Q (13981.500000 sec): 3 clusters
  Score: Raw -33332.485734 + Penalty 1972.989762 = -31359.495973
  nChanged 9
		SP:Iteration 5Q (13981.640000 sec): 3 clusters
  Score: Raw -33343.578861 + Penalty 1972.989762 = -31370.589099
  nChanged 4
		SP:Iteration 6Q (13981.830000 sec): 3 clusters
  Score: Raw -33347.892857 + Penalty 1972.989762 = -31374.903095
  nChanged 6
		SP:Iteration 7Q (13982.000000 sec): 3 clusters
  Score: Raw -33360.299494 + Penalty 1972.989762 = -31387.309732
  nChanged 3
		SP:Iteration 8Q (13982.250000 sec): 3 clusters
  Score: Raw -33364.852678 + Penalty 1972.989762 = -31391.862917
  nChanged 2
		SP:Iteration 9Q (13982.390000 sec): 3 clusters
  Score: Raw -33372.599010 + Penalty 1972.989762 = -31399.609248
  nChanged 3
		SP:Iteration 10Q (13982.590000 sec): 3 clusters
  Score: Raw -33382.489073 + Penalty 1972.989762 = -31409.499311
  nChanged 1
		SP:Iteration 11Q (13982.830000 sec): 3 clusters
  Score: Raw -33386.653930 + Penalty 1972.989762 = -31413.664169
  nChanged 0
		SP:Iteration 12F (13983.010000 sec): 3 clusters
  Score: Raw -33386.653930 + Penalty 1972.989762 = -31413.664169
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13983.110000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13983.350000 sec): 3 clusters
  Score: Raw -14441.966602 + Penalty 1710.374311 = -12731.592291
  nChanged 20
		SP:Iteration 1F (13983.580000 sec): 3 clusters
  Score: Raw -14520.642785 + Penalty 1710.374311 = -12810.268474
  nChanged 11
		SP:Iteration 2F (13983.780000 sec): 3 clusters
  Score: Raw -14552.364319 + Penalty 1710.374311 = -12841.990008
  nChanged 6
		SP:Iteration 3Q (13983.930000 sec): 3 clusters
  Score: Raw -14573.334526 + Penalty 1710.374311 = -12862.960214
  nChanged 3
		SP:Iteration 4Q (13984.110000 sec): 3 clusters
  Score: Raw -14634.686654 + Penalty 1710.374311 = -12924.312342
  nChanged 4
		SP:Iteration 5Q (13984.300000 sec): 3 clusters
  Score: Raw -14657.756149 + Penalty 1710.374311 = -12947.381838
  nChanged 3
		SP:Iteration 6Q (13984.450000 sec): 3 clusters
  Score: Raw -14670.510205 + Penalty 1710.374311 = -12960.135894
  nChanged 2
		SP:Iteration 7Q (13984.650000 sec): 3 clusters
  Score: Raw -14676.343291 + Penalty 1710.374311 = -12965.968980
  nChanged 1
		SP:Iteration 8Q (13984.820000 sec): 3 clusters
  Score: Raw -14680.071481 + Penalty 1710.374311 = -12969.697169
  nChanged 0
		SP:Iteration 9F (13985.020000 sec): 3 clusters
  Score: Raw -14680.071481 + Penalty 1710.374311 = -12969.697169
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13985.120000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13985.290000 sec): 3 clusters
  Score: Raw -42730.227766 + Penalty 2018.445025 = -40711.782741
  nChanged 97
		SP:Iteration 1F (13985.460000 sec): 3 clusters
  Score: Raw -42862.782298 + Penalty 2018.445025 = -40844.337273
  nChanged 23
		SP:Iteration 2Q (13985.630000 sec): 3 clusters
  Score: Raw -42895.550663 + Penalty 2018.445025 = -40877.105638
  nChanged 14
		SP:Iteration 3Q (13985.830000 sec): 3 clusters
  Score: Raw -42928.685132 + Penalty 2018.445025 = -40910.240107
  nChanged 10
		SP:Iteration 4Q (13985.980000 sec): 3 clusters
  Score: Raw -42962.189589 + Penalty 2018.445025 = -40943.744564
  nChanged 7
		SP:Iteration 5Q (13986.160000 sec): 3 clusters
  Score: Raw -42976.502496 + Penalty 2018.445025 = -40958.057471
  nChanged 7
		SP:Iteration 6Q (13986.340000 sec): 3 clusters
  Score: Raw -42992.213794 + Penalty 2018.445025 = -40973.768769
  nChanged 9
		SP:Iteration 7Q (13986.530000 sec): 3 clusters
  Score: Raw -43002.510301 + Penalty 2018.445025 = -40984.065276
  nChanged 4
		SP:Iteration 8Q (13986.720000 sec): 3 clusters
  Score: Raw -43007.571238 + Penalty 2018.445025 = -40989.126213
  nChanged 4
		SP:Iteration 9Q (13986.890000 sec): 3 clusters
  Score: Raw -43020.766283 + Penalty 2018.445025 = -41002.321258
  nChanged 2
		SP:Iteration 10Q (13987.060000 sec): 3 clusters
  Score: Raw -43022.448147 + Penalty 2018.445025 = -41004.003122
  nChanged 1
		SP:Iteration 11Q (13987.220000 sec): 3 clusters
  Score: Raw -43023.107609 + Penalty 2018.445025 = -41004.662584
  nChanged 1
		SP:Iteration 12Q (13987.420000 sec): 3 clusters
  Score: Raw -43023.654658 + Penalty 2018.445025 = -41005.209633
  nChanged 1
		SP:Iteration 13Q (13987.590000 sec): 3 clusters
  Score: Raw -43025.776988 + Penalty 2018.445025 = -41007.331963
  nChanged 1
		SP:Iteration 14Q (13987.780000 sec): 3 clusters
  Score: Raw -43027.153549 + Penalty 2018.445025 = -41008.708524
  nChanged 1
		SP:Iteration 15Q (13987.980000 sec): 3 clusters
  Score: Raw -43028.393040 + Penalty 2018.445025 = -41009.948015
  nChanged 0
		SP:Iteration 16F (13988.190000 sec): 3 clusters
  Score: Raw -43028.393040 + Penalty 2018.445025 = -41009.948015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13988.260000 sec): 2 clusters
  Score: Raw -31032.042012 + Penalty 997.380646 = -30034.661366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13988.460000 sec): 3 clusters
  Score: Raw -31021.997859 + Penalty 1994.761293 = -29027.236566
  nChanged 121
		SP:Iteration 1F (13988.620000 sec): 3 clusters
  Score: Raw -31322.652450 + Penalty 1994.761293 = -29327.891158
  nChanged 47
		SP:Iteration 2F (13988.820000 sec): 3 clusters
  Score: Raw -31449.227445 + Penalty 1994.761293 = -29454.466153
  nChanged 26
		SP:Iteration 3F (13989.030000 sec): 3 clusters
  Score: Raw -31531.473606 + Penalty 1994.761293 = -29536.712313
  nChanged 18
		SP:Iteration 4Q (13989.200000 sec): 3 clusters
  Score: Raw -31577.688062 + Penalty 1994.761293 = -29582.926770
  nChanged 6
		SP:Iteration 5Q (13989.350000 sec): 3 clusters
  Score: Raw -31595.944148 + Penalty 1994.761293 = -29601.182856
  nChanged 3
		SP:Iteration 6Q (13989.530000 sec): 3 clusters
  Score: Raw -31600.286375 + Penalty 1994.761293 = -29605.525082
  nChanged 2
		SP:Iteration 7Q (13989.710000 sec): 3 clusters
  Score: Raw -31605.531361 + Penalty 1994.761293 = -29610.770069
  nChanged 2
		SP:Iteration 8Q (13989.880000 sec): 3 clusters
  Score: Raw -31612.178797 + Penalty 1994.761293 = -29617.417505
  nChanged 0
		SP:Iteration 9F (13990.050000 sec): 3 clusters
  Score: Raw -31612.178797 + Penalty 1994.761293 = -29617.417505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13990.140000 sec): 2 clusters
  Score: Raw -105032.702283 + Penalty 1158.119756 = -103874.582527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13990.280000 sec): 3 clusters
  Score: Raw -104595.672885 + Penalty 2316.239513 = -102279.433372
  nChanged 386
		SP:Iteration 1F (13990.430000 sec): 3 clusters
  Score: Raw -104871.431089 + Penalty 2316.239513 = -102555.191577
  nChanged 89
		SP:Iteration 2F (13990.580000 sec): 3 clusters
  Score: Raw -104947.808919 + Penalty 2316.239513 = -102631.569406
  nChanged 50
		SP:Iteration 3Q (13990.780000 sec): 3 clusters
  Score: Raw -104984.270648 + Penalty 2316.239513 = -102668.031135
  nChanged 30
		SP:Iteration 4Q (13990.970000 sec): 3 clusters
  Score: Raw -105007.496829 + Penalty 2316.239513 = -102691.257316
  nChanged 19
		SP:Iteration 5Q (13991.140000 sec): 3 clusters
  Score: Raw -105020.542016 + Penalty 2316.239513 = -102704.302503
  nChanged 13
		SP:Iteration 6Q (13991.310000 sec): 3 clusters
  Score: Raw -105028.302296 + Penalty 2316.239513 = -102712.062783
  nChanged 6
		SP:Iteration 7Q (13991.490000 sec): 3 clusters
  Score: Raw -105031.591676 + Penalty 2316.239513 = -102715.352163
  nChanged 3
		SP:Iteration 8Q (13991.630000 sec): 3 clusters
  Score: Raw -105033.493285 + Penalty 2316.239513 = -102717.253772
  nChanged 3
		SP:Iteration 9Q (13991.800000 sec): 3 clusters
  Score: Raw -105037.362092 + Penalty 2316.239513 = -102721.122579
  nChanged 8
		SP:Iteration 10Q (13991.960000 sec): 3 clusters
  Score: Raw -105041.266711 + Penalty 2316.239513 = -102725.027198
  nChanged 4
		SP:Iteration 11Q (13992.130000 sec): 3 clusters
  Score: Raw -105042.864078 + Penalty 2316.239513 = -102726.624565
  nChanged 2
		SP:Iteration 12Q (13992.270000 sec): 3 clusters
  Score: Raw -105043.753250 + Penalty 2316.239513 = -102727.513737
  nChanged 3
		SP:Iteration 13Q (13992.430000 sec): 3 clusters
  Score: Raw -105047.391936 + Penalty 2316.239513 = -102731.152423
  nChanged 4
		SP:Iteration 14Q (13992.580000 sec): 3 clusters
  Score: Raw -105048.924061 + Penalty 2316.239513 = -102732.684548
  nChanged 3
		SP:Iteration 15Q (13992.730000 sec): 3 clusters
  Score: Raw -105049.661785 + Penalty 2316.239513 = -102733.422272
  nChanged 1
		SP:Iteration 16Q (13992.890000 sec): 3 clusters
  Score: Raw -105049.872296 + Penalty 2316.239513 = -102733.632783
  nChanged 1
		SP:Iteration 17Q (13993.060000 sec): 3 clusters
  Score: Raw -105050.063236 + Penalty 2316.239513 = -102733.823723
  nChanged 0
		SP:Iteration 18F (13993.280000 sec): 3 clusters
  Score: Raw -105050.063236 + Penalty 2316.239513 = -102733.823723
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13993.340000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13993.550000 sec): 3 clusters
  Score: Raw -111542.035653 + Penalty 2360.582126 = -109181.453527
  nChanged 468
		SP:Iteration 1F (13993.700000 sec): 3 clusters
  Score: Raw -111929.460498 + Penalty 2360.582126 = -109568.878372
  nChanged 140
		SP:Iteration 2F (13993.880000 sec): 3 clusters
  Score: Raw -112058.421613 + Penalty 2360.582126 = -109697.839487
  nChanged 79
		SP:Iteration 3F (13994.070000 sec): 3 clusters
  Score: Raw -112146.453175 + Penalty 2360.582126 = -109785.871049
  nChanged 67
		SP:Iteration 4Q (13994.280000 sec): 3 clusters
  Score: Raw -112241.950576 + Penalty 2360.582126 = -109881.368451
  nChanged 74
		SP:Iteration 5F (13994.480000 sec): 3 clusters
  Score: Raw -112327.692338 + Penalty 2360.582126 = -109967.110212
  nChanged 47
		SP:Iteration 6Q (13994.660000 sec): 3 clusters
  Score: Raw -112390.976537 + Penalty 2360.582126 = -110030.394411
  nChanged 48
		SP:Iteration 7Q (13994.880000 sec): 3 clusters
  Score: Raw -112461.267058 + Penalty 2360.582126 = -110100.684932
  nChanged 41
		SP:Iteration 8Q (13995.070000 sec): 3 clusters
  Score: Raw -112505.846982 + Penalty 2360.582126 = -110145.264856
  nChanged 29
		SP:Iteration 9Q (13995.210000 sec): 3 clusters
  Score: Raw -112529.728963 + Penalty 2360.582126 = -110169.146838
  nChanged 10
		SP:Iteration 10Q (13995.390000 sec): 3 clusters
  Score: Raw -112535.407968 + Penalty 2360.582126 = -110174.825842
  nChanged 8
		SP:Iteration 11Q (13995.590000 sec): 3 clusters
  Score: Raw -112540.985912 + Penalty 2360.582126 = -110180.403786
  nChanged 4
		SP:Iteration 12Q (13995.730000 sec): 3 clusters
  Score: Raw -112542.856501 + Penalty 2360.582126 = -110182.274376
  nChanged 2
		SP:Iteration 13Q (13995.900000 sec): 3 clusters
  Score: Raw -112543.299479 + Penalty 2360.582126 = -110182.717354
  nChanged 0
		SP:Iteration 14F (13996.110000 sec): 3 clusters
  Score: Raw -112543.299479 + Penalty 2360.582126 = -110182.717354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13996.190000 sec): 2 clusters
  Score: Raw -116428.843245 + Penalty 1203.984672 = -115224.858573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13996.430000 sec): 3 clusters
  Score: Raw -115821.843642 + Penalty 2407.969344 = -113413.874298
  nChanged 555
		SP:Iteration 1F (13996.590000 sec): 3 clusters
  Score: Raw -116233.390086 + Penalty 2407.969344 = -113825.420742
  nChanged 119
		SP:Iteration 2F (13996.720000 sec): 3 clusters
  Score: Raw -116348.593348 + Penalty 2407.969344 = -113940.624004
  nChanged 75
		SP:Iteration 3Q (13996.940000 sec): 3 clusters
  Score: Raw -116406.714895 + Penalty 2407.969344 = -113998.745551
  nChanged 59
		SP:Iteration 4Q (13997.050000 sec): 3 clusters
  Score: Raw -116448.945966 + Penalty 2407.969344 = -114040.976622
  nChanged 35
		SP:Iteration 5Q (13997.170000 sec): 3 clusters
  Score: Raw -116471.055394 + Penalty 2407.969344 = -114063.086050
  nChanged 33
		SP:Iteration 6Q (13997.390000 sec): 3 clusters
  Score: Raw -116491.382024 + Penalty 2407.969344 = -114083.412680
  nChanged 29
		SP:Iteration 7Q (13997.560000 sec): 3 clusters
  Score: Raw -116512.011160 + Penalty 2407.969344 = -114104.041816
  nChanged 30
		SP:Iteration 8Q (13997.750000 sec): 3 clusters
  Score: Raw -116534.880849 + Penalty 2407.969344 = -114126.911505
  nChanged 30
		SP:Iteration 9Q (13997.940000 sec): 3 clusters
  Score: Raw -116554.879035 + Penalty 2407.969344 = -114146.909691
  nChanged 27
		SP:Iteration 10Q (13998.090000 sec): 3 clusters
  Score: Raw -116572.096785 + Penalty 2407.969344 = -114164.127440
  nChanged 32
		SP:Iteration 11Q (13998.270000 sec): 3 clusters
  Score: Raw -116596.659721 + Penalty 2407.969344 = -114188.690377
  nChanged 24
		SP:Iteration 12Q (13998.440000 sec): 3 clusters
  Score: Raw -116611.407865 + Penalty 2407.969344 = -114203.438520
  nChanged 15
		SP:Iteration 13Q (13998.620000 sec): 3 clusters
  Score: Raw -116618.073658 + Penalty 2407.969344 = -114210.104314
  nChanged 9
		SP:Iteration 14Q (13998.840000 sec): 3 clusters
  Score: Raw -116622.743660 + Penalty 2407.969344 = -114214.774316
  nChanged 5
		SP:Iteration 15Q (13999.000000 sec): 3 clusters
  Score: Raw -116625.000263 + Penalty 2407.969344 = -114217.030919
  nChanged 3
		SP:Iteration 16Q (13999.190000 sec): 3 clusters
  Score: Raw -116626.123688 + Penalty 2407.969344 = -114218.154343
  nChanged 6
		SP:Iteration 17Q (13999.330000 sec): 3 clusters
  Score: Raw -116627.651380 + Penalty 2407.969344 = -114219.682036
  nChanged 2
		SP:Iteration 18Q (13999.490000 sec): 3 clusters
  Score: Raw -116628.355641 + Penalty 2407.969344 = -114220.386296
  nChanged 3
		SP:Iteration 19Q (13999.670000 sec): 3 clusters
  Score: Raw -116630.341618 + Penalty 2407.969344 = -114222.372274
  nChanged 4
		SP:Iteration 20F (13999.860000 sec): 3 clusters
  Score: Raw -116633.021802 + Penalty 2407.969344 = -114225.052457
  nChanged 4
		SP:Iteration 21Q (14000.040000 sec): 3 clusters
  Score: Raw -116637.114862 + Penalty 2407.969344 = -114229.145518
  nChanged 7
		SP:Iteration 22Q (14000.190000 sec): 3 clusters
  Score: Raw -116641.159371 + Penalty 2407.969344 = -114233.190027
  nChanged 4
		SP:Iteration 23Q (14000.360000 sec): 3 clusters
  Score: Raw -116643.789938 + Penalty 2407.969344 = -114235.820593
  nChanged 4
		SP:Iteration 24Q (14000.540000 sec): 3 clusters
  Score: Raw -116645.390489 + Penalty 2407.969344 = -114237.421145
  nChanged 2
		SP:Iteration 25Q (14000.750000 sec): 3 clusters
  Score: Raw -116646.586275 + Penalty 2407.969344 = -114238.616931
  nChanged 3
		SP:Iteration 26Q (14000.950000 sec): 3 clusters
  Score: Raw -116648.209770 + Penalty 2407.969344 = -114240.240425
  nChanged 1
		SP:Iteration 27Q (14001.110000 sec): 3 clusters
  Score: Raw -116648.676999 + Penalty 2407.969344 = -114240.707654
  nChanged 0
		SP:Iteration 28F (14001.270000 sec): 3 clusters
  Score: Raw -116648.676999 + Penalty 2407.969344 = -114240.707654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14001.370000 sec): 2 clusters
  Score: Raw -109006.922373 + Penalty 1195.083879 = -107811.838494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14001.580000 sec): 3 clusters
  Score: Raw -108403.791916 + Penalty 2390.167757 = -106013.624158
  nChanged 554
		SP:Iteration 1F (14001.750000 sec): 3 clusters
  Score: Raw -108955.809369 + Penalty 2390.167757 = -106565.641612
  nChanged 160
		SP:Iteration 2F (14001.930000 sec): 3 clusters
  Score: Raw -109154.939354 + Penalty 2390.167757 = -106764.771596
  nChanged 99
		SP:Iteration 3F (14002.110000 sec): 3 clusters
  Score: Raw -109278.535964 + Penalty 2390.167757 = -106888.368206
  nChanged 74
		SP:Iteration 4Q (14002.350000 sec): 3 clusters
  Score: Raw -109365.541252 + Penalty 2390.167757 = -106975.373495
  nChanged 45
		SP:Iteration 5Q (14002.530000 sec): 3 clusters
  Score: Raw -109420.768487 + Penalty 2390.167757 = -107030.600730
  nChanged 44
		SP:Iteration 6Q (14002.730000 sec): 3 clusters
  Score: Raw -109456.543615 + Penalty 2390.167757 = -107066.375857
  nChanged 19
		SP:Iteration 7Q (14002.930000 sec): 3 clusters
  Score: Raw -109477.085576 + Penalty 2390.167757 = -107086.917818
  nChanged 26
		SP:Iteration 8Q (14003.110000 sec): 3 clusters
  Score: Raw -109504.220163 + Penalty 2390.167757 = -107114.052405
  nChanged 21
		SP:Iteration 9Q (14003.250000 sec): 3 clusters
  Score: Raw -109517.759224 + Penalty 2390.167757 = -107127.591467
  nChanged 14
		SP:Iteration 10Q (14003.470000 sec): 3 clusters
  Score: Raw -109524.065501 + Penalty 2390.167757 = -107133.897744
  nChanged 7
		SP:Iteration 11Q (14003.650000 sec): 3 clusters
  Score: Raw -109528.501392 + Penalty 2390.167757 = -107138.333635
  nChanged 5
		SP:Iteration 12Q (14003.870000 sec): 3 clusters
  Score: Raw -109533.460549 + Penalty 2390.167757 = -107143.292791
  nChanged 8
		SP:Iteration 13Q (14004.090000 sec): 3 clusters
  Score: Raw -109537.981356 + Penalty 2390.167757 = -107147.813599
  nChanged 2
		SP:Iteration 14Q (14004.300000 sec): 3 clusters
  Score: Raw -109539.247103 + Penalty 2390.167757 = -107149.079346
  nChanged 2
		SP:Iteration 15Q (14004.490000 sec): 3 clusters
  Score: Raw -109540.483711 + Penalty 2390.167757 = -107150.315953
  nChanged 2
		SP:Iteration 16Q (14004.670000 sec): 3 clusters
  Score: Raw -109542.137334 + Penalty 2390.167757 = -107151.969577
  nChanged 2
		SP:Iteration 17Q (14004.860000 sec): 3 clusters
  Score: Raw -109543.328280 + Penalty 2390.167757 = -107153.160523
  nChanged 2
		SP:Iteration 18Q (14005.010000 sec): 3 clusters
  Score: Raw -109544.499185 + Penalty 2390.167757 = -107154.331427
  nChanged 5
		SP:Iteration 19Q (14005.190000 sec): 3 clusters
  Score: Raw -109547.846565 + Penalty 2390.167757 = -107157.678807
  nChanged 4
		SP:Iteration 20F (14005.360000 sec): 3 clusters
  Score: Raw -109549.730948 + Penalty 2390.167757 = -107159.563190
  nChanged 4
		SP:Iteration 21Q (14005.510000 sec): 3 clusters
  Score: Raw -109551.368191 + Penalty 2390.167757 = -107161.200434
  nChanged 2
		SP:Iteration 22Q (14005.650000 sec): 3 clusters
  Score: Raw -109552.435340 + Penalty 2390.167757 = -107162.267583
  nChanged 2
		SP:Iteration 23Q (14005.790000 sec): 3 clusters
  Score: Raw -109553.368166 + Penalty 2390.167757 = -107163.200409
  nChanged 4
		SP:Iteration 24Q (14005.940000 sec): 3 clusters
  Score: Raw -109555.650237 + Penalty 2390.167757 = -107165.482479
  nChanged 4
		SP:Iteration 25Q (14006.120000 sec): 3 clusters
  Score: Raw -109557.793644 + Penalty 2390.167757 = -107167.625887
  nChanged 2
		SP:Iteration 26Q (14006.250000 sec): 3 clusters
  Score: Raw -109559.112553 + Penalty 2390.167757 = -107168.944796
  nChanged 1
		SP:Iteration 27Q (14006.390000 sec): 3 clusters
  Score: Raw -109559.641787 + Penalty 2390.167757 = -107169.474030
  nChanged 2
		SP:Iteration 28Q (14006.530000 sec): 3 clusters
  Score: Raw -109560.759363 + Penalty 2390.167757 = -107170.591606
  nChanged 0
		SP:Iteration 29F (14006.670000 sec): 3 clusters
  Score: Raw -109560.759363 + Penalty 2390.167757 = -107170.591606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14006.790000 sec): 2 clusters
  Score: Raw -218629.015564 + Penalty 1307.147470 = -217321.868094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14006.950000 sec): 3 clusters
  Score: Raw -217182.675926 + Penalty 2614.294940 = -214568.380986
  nChanged 1189
		SP:Iteration 1F (14007.100000 sec): 3 clusters
  Score: Raw -218099.901552 + Penalty 2614.294940 = -215485.606611
  nChanged 289
		SP:Iteration 2F (14007.280000 sec): 3 clusters
  Score: Raw -218397.281749 + Penalty 2614.294940 = -215782.986809
  nChanged 211
		SP:Iteration 3F (14007.410000 sec): 3 clusters
  Score: Raw -218583.878608 + Penalty 2614.294940 = -215969.583668
  nChanged 145
		SP:Iteration 4Q (14007.530000 sec): 3 clusters
  Score: Raw -218719.663728 + Penalty 2614.294940 = -216105.368788
  nChanged 129
		SP:Iteration 5Q (14007.660000 sec): 3 clusters
  Score: Raw -218832.236597 + Penalty 2614.294940 = -216217.941657
  nChanged 115
		SP:Iteration 6Q (14007.790000 sec): 3 clusters
  Score: Raw -218931.309073 + Penalty 2614.294940 = -216317.014133
  nChanged 93
		SP:Iteration 7Q (14007.920000 sec): 3 clusters
  Score: Raw -218999.257879 + Penalty 2614.294940 = -216384.962939
  nChanged 70
		SP:Iteration 8Q (14008.050000 sec): 3 clusters
  Score: Raw -219039.363601 + Penalty 2614.294940 = -216425.068661
  nChanged 50
		SP:Iteration 9Q (14008.170000 sec): 3 clusters
  Score: Raw -219076.626811 + Penalty 2614.294940 = -216462.331871
  nChanged 55
		SP:Iteration 10Q (14008.300000 sec): 3 clusters
  Score: Raw -219104.038857 + Penalty 2614.294940 = -216489.743917
  nChanged 33
		SP:Iteration 11Q (14008.430000 sec): 3 clusters
  Score: Raw -219120.913187 + Penalty 2614.294940 = -216506.618246
  nChanged 25
		SP:Iteration 12Q (14008.560000 sec): 3 clusters
  Score: Raw -219131.836172 + Penalty 2614.294940 = -216517.541232
  nChanged 20
		SP:Iteration 13Q (14008.730000 sec): 3 clusters
  Score: Raw -219141.904409 + Penalty 2614.294940 = -216527.609469
  nChanged 16
		SP:Iteration 14Q (14008.880000 sec): 3 clusters
  Score: Raw -219149.004620 + Penalty 2614.294940 = -216534.709680
  nChanged 22
		SP:Iteration 15Q (14009.050000 sec): 3 clusters
  Score: Raw -219160.485079 + Penalty 2614.294940 = -216546.190139
  nChanged 22
		SP:Iteration 16Q (14009.200000 sec): 3 clusters
  Score: Raw -219168.370099 + Penalty 2614.294940 = -216554.075159
  nChanged 13
		SP:Iteration 17Q (14009.300000 sec): 3 clusters
  Score: Raw -219177.244436 + Penalty 2614.294940 = -216562.949496
  nChanged 17
		SP:Iteration 18Q (14009.410000 sec): 3 clusters
  Score: Raw -219191.215063 + Penalty 2614.294940 = -216576.920123
  nChanged 23
		SP:Iteration 19Q (14009.530000 sec): 3 clusters
  Score: Raw -219213.822012 + Penalty 2614.294940 = -216599.527072
  nChanged 24
		SP:Iteration 20F (14009.640000 sec): 3 clusters
  Score: Raw -219229.060335 + Penalty 2614.294940 = -216614.765395
  nChanged 19
		SP:Iteration 21Q (14009.750000 sec): 3 clusters
  Score: Raw -219248.532448 + Penalty 2614.294940 = -216634.237508
  nChanged 30
		SP:Iteration 22Q (14009.860000 sec): 3 clusters
  Score: Raw -219277.018788 + Penalty 2614.294940 = -216662.723848
  nChanged 29
		SP:Iteration 23Q (14009.970000 sec): 3 clusters
  Score: Raw -219299.302401 + Penalty 2614.294940 = -216685.007460
  nChanged 30
		SP:Iteration 24Q (14010.090000 sec): 3 clusters
  Score: Raw -219313.625753 + Penalty 2614.294940 = -216699.330813
  nChanged 21
		SP:Iteration 25Q (14010.190000 sec): 3 clusters
  Score: Raw -219320.031274 + Penalty 2614.294940 = -216705.736334
  nChanged 8
		SP:Iteration 26Q (14010.300000 sec): 3 clusters
  Score: Raw -219323.721321 + Penalty 2614.294940 = -216709.426381
  nChanged 8
		SP:Iteration 27Q (14010.410000 sec): 3 clusters
  Score: Raw -219327.269597 + Penalty 2614.294940 = -216712.974657
  nChanged 5
		SP:Iteration 28Q (14010.560000 sec): 3 clusters
  Score: Raw -219329.444530 + Penalty 2614.294940 = -216715.149590
  nChanged 2
		SP:Iteration 29Q (14010.750000 sec): 3 clusters
  Score: Raw -219329.700607 + Penalty 2614.294940 = -216715.405667
  nChanged 2
		SP:Iteration 30Q (14010.900000 sec): 3 clusters
  Score: Raw -219330.361699 + Penalty 2614.294940 = -216716.066759
  nChanged 2
		SP:Iteration 31Q (14011.070000 sec): 3 clusters
  Score: Raw -219331.282702 + Penalty 2614.294940 = -216716.987762
  nChanged 1
		SP:Iteration 32Q (14011.200000 sec): 3 clusters
  Score: Raw -219331.506553 + Penalty 2614.294940 = -216717.211613
  nChanged 0
		SP:Iteration 33F (14011.330000 sec): 3 clusters
  Score: Raw -219331.506553 + Penalty 2614.294940 = -216717.211613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14011.450000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14011.630000 sec): 3 clusters
  Score: Raw -35477.836062 + Penalty 1975.978288 = -33501.857773
  nChanged 77
		SP:Iteration 1F (14011.780000 sec): 3 clusters
  Score: Raw -35611.401650 + Penalty 1975.978288 = -33635.423362
  nChanged 21
		SP:Iteration 2Q (14012.010000 sec): 3 clusters
  Score: Raw -35671.892647 + Penalty 1975.978288 = -33695.914359
  nChanged 12
		SP:Iteration 3Q (14012.150000 sec): 3 clusters
  Score: Raw -35708.688227 + Penalty 1975.978288 = -33732.709939
  nChanged 9
		SP:Iteration 4Q (14012.300000 sec): 3 clusters
  Score: Raw -35733.037991 + Penalty 1975.978288 = -33757.059702
  nChanged 10
		SP:Iteration 5Q (14012.490000 sec): 3 clusters
  Score: Raw -35769.562982 + Penalty 1975.978288 = -33793.584693
  nChanged 7
		SP:Iteration 6Q (14012.650000 sec): 3 clusters
  Score: Raw -35791.270912 + Penalty 1975.978288 = -33815.292624
  nChanged 4
		SP:Iteration 7Q (14012.860000 sec): 3 clusters
  Score: Raw -35808.007635 + Penalty 1975.978288 = -33832.029347
  nChanged 5
		SP:Iteration 8Q (14013.010000 sec): 3 clusters
  Score: Raw -35822.613539 + Penalty 1975.978288 = -33846.635251
  nChanged 6
		SP:Iteration 9Q (14013.190000 sec): 3 clusters
  Score: Raw -35840.708991 + Penalty 1975.978288 = -33864.730703
  nChanged 7
		SP:Iteration 10Q (14013.400000 sec): 3 clusters
  Score: Raw -35858.665305 + Penalty 1975.978288 = -33882.687017
  nChanged 6
		SP:Iteration 11Q (14013.610000 sec): 3 clusters
  Score: Raw -35868.525041 + Penalty 1975.978288 = -33892.546753
  nChanged 5
		SP:Iteration 12Q (14013.780000 sec): 3 clusters
  Score: Raw -35877.618991 + Penalty 1975.978288 = -33901.640703
  nChanged 3
		SP:Iteration 13Q (14013.940000 sec): 3 clusters
  Score: Raw -35885.277772 + Penalty 1975.978288 = -33909.299484
  nChanged 5
		SP:Iteration 14Q (14014.190000 sec): 3 clusters
  Score: Raw -35895.410408 + Penalty 1975.978288 = -33919.432120
  nChanged 0
		SP:Iteration 15F (14014.350000 sec): 3 clusters
  Score: Raw -35895.410408 + Penalty 1975.978288 = -33919.432120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14014.490000 sec): 2 clusters
  Score: Raw -220141.248079 + Penalty 1280.876174 = -218860.371905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14014.710000 sec): 3 clusters
  Score: Raw -218894.107475 + Penalty 2561.752349 = -216332.355126
  nChanged 1024
		SP:Iteration 1F (14014.850000 sec): 3 clusters
  Score: Raw -219579.627120 + Penalty 2561.752349 = -217017.874772
  nChanged 240
		SP:Iteration 2F (14015.010000 sec): 3 clusters
  Score: Raw -219790.507521 + Penalty 2561.752349 = -217228.755173
  nChanged 189
		SP:Iteration 3F (14015.220000 sec): 3 clusters
  Score: Raw -219980.085301 + Penalty 2561.752349 = -217418.332952
  nChanged 165
		SP:Iteration 4F (14015.400000 sec): 3 clusters
  Score: Raw -220132.280060 + Penalty 2561.752349 = -217570.527712
  nChanged 125
		SP:Iteration 5Q (14015.610000 sec): 3 clusters
  Score: Raw -220243.118088 + Penalty 2561.752349 = -217681.365740
  nChanged 101
		SP:Iteration 6Q (14015.820000 sec): 3 clusters
  Score: Raw -220316.914605 + Penalty 2561.752349 = -217755.162256
  nChanged 70
		SP:Iteration 7Q (14015.970000 sec): 3 clusters
  Score: Raw -220365.878990 + Penalty 2561.752349 = -217804.126641
  nChanged 46
		SP:Iteration 8Q (14016.180000 sec): 3 clusters
  Score: Raw -220388.469015 + Penalty 2561.752349 = -217826.716666
  nChanged 20
		SP:Iteration 9Q (14016.290000 sec): 3 clusters
  Score: Raw -220397.044875 + Penalty 2561.752349 = -217835.292526
  nChanged 14
		SP:Iteration 10Q (14016.500000 sec): 3 clusters
  Score: Raw -220403.717813 + Penalty 2561.752349 = -217841.965464
  nChanged 11
		SP:Iteration 11Q (14016.640000 sec): 3 clusters
  Score: Raw -220411.067802 + Penalty 2561.752349 = -217849.315453
  nChanged 14
		SP:Iteration 12Q (14016.830000 sec): 3 clusters
  Score: Raw -220417.771175 + Penalty 2561.752349 = -217856.018827
  nChanged 11
		SP:Iteration 13Q (14017.010000 sec): 3 clusters
  Score: Raw -220422.713382 + Penalty 2561.752349 = -217860.961034
  nChanged 8
		SP:Iteration 14Q (14017.190000 sec): 3 clusters
  Score: Raw -220426.001274 + Penalty 2561.752349 = -217864.248925
  nChanged 6
		SP:Iteration 15Q (14017.370000 sec): 3 clusters
  Score: Raw -220429.193124 + Penalty 2561.752349 = -217867.440775
  nChanged 9
		SP:Iteration 16Q (14017.550000 sec): 3 clusters
  Score: Raw -220433.033296 + Penalty 2561.752349 = -217871.280948
  nChanged 7
		SP:Iteration 17Q (14017.690000 sec): 3 clusters
  Score: Raw -220436.991909 + Penalty 2561.752349 = -217875.239560
  nChanged 8
		SP:Iteration 18Q (14017.850000 sec): 3 clusters
  Score: Raw -220440.508338 + Penalty 2561.752349 = -217878.755989
  nChanged 5
		SP:Iteration 19Q (14018.040000 sec): 3 clusters
  Score: Raw -220442.098567 + Penalty 2561.752349 = -217880.346218
  nChanged 1
		SP:Iteration 20F (14018.230000 sec): 3 clusters
  Score: Raw -220442.233443 + Penalty 2561.752349 = -217880.481094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14018.350000 sec): 2 clusters
  Score: Raw -359581.595341 + Penalty 1369.573298 = -358212.022043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14018.550000 sec): 3 clusters
  Score: Raw -357266.592850 + Penalty 2739.146597 = -354527.446253
  nChanged 1824
		SP:Iteration 1F (14018.750000 sec): 3 clusters
  Score: Raw -358325.344410 + Penalty 2739.146597 = -355586.197813
  nChanged 355
		SP:Iteration 2F (14018.970000 sec): 3 clusters
  Score: Raw -358558.155521 + Penalty 2739.146597 = -355819.008925
  nChanged 290
		SP:Iteration 3F (14019.160000 sec): 3 clusters
  Score: Raw -358744.466477 + Penalty 2739.146597 = -356005.319881
  nChanged 236
		SP:Iteration 4F (14019.370000 sec): 3 clusters
  Score: Raw -358910.121830 + Penalty 2739.146597 = -356170.975233
  nChanged 218
		SP:Iteration 5Q (14019.570000 sec): 3 clusters
  Score: Raw -359058.026991 + Penalty 2739.146597 = -356318.880394
  nChanged 198
		SP:Iteration 6Q (14019.800000 sec): 3 clusters
  Score: Raw -359187.504748 + Penalty 2739.146597 = -356448.358151
  nChanged 190
		SP:Iteration 7Q (14019.960000 sec): 3 clusters
  Score: Raw -359307.037362 + Penalty 2739.146597 = -356567.890765
  nChanged 135
		SP:Iteration 8Q (14020.200000 sec): 3 clusters
  Score: Raw -359375.944245 + Penalty 2739.146597 = -356636.797649
  nChanged 104
		SP:Iteration 9Q (14020.360000 sec): 3 clusters
  Score: Raw -359423.691845 + Penalty 2739.146597 = -356684.545248
  nChanged 85
		SP:Iteration 10Q (14020.590000 sec): 3 clusters
  Score: Raw -359461.663208 + Penalty 2739.146597 = -356722.516611
  nChanged 78
		SP:Iteration 11Q (14020.760000 sec): 3 clusters
  Score: Raw -359497.265977 + Penalty 2739.146597 = -356758.119380
  nChanged 65
		SP:Iteration 12Q (14020.980000 sec): 3 clusters
  Score: Raw -359528.248399 + Penalty 2739.146597 = -356789.101803
  nChanged 53
		SP:Iteration 13Q (14021.180000 sec): 3 clusters
  Score: Raw -359548.845963 + Penalty 2739.146597 = -356809.699366
  nChanged 46
		SP:Iteration 14Q (14021.350000 sec): 3 clusters
  Score: Raw -359564.380175 + Penalty 2739.146597 = -356825.233578
  nChanged 37
		SP:Iteration 15Q (14021.580000 sec): 3 clusters
  Score: Raw -359579.768578 + Penalty 2739.146597 = -356840.621981
  nChanged 42
		SP:Iteration 16Q (14021.810000 sec): 3 clusters
  Score: Raw -359598.404231 + Penalty 2739.146597 = -356859.257634
  nChanged 47
		SP:Iteration 17Q (14022.000000 sec): 3 clusters
  Score: Raw -359620.259392 + Penalty 2739.146597 = -356881.112795
  nChanged 39
		SP:Iteration 18Q (14022.240000 sec): 3 clusters
  Score: Raw -359635.803598 + Penalty 2739.146597 = -356896.657002
  nChanged 28
		SP:Iteration 19Q (14022.440000 sec): 3 clusters
  Score: Raw -359646.751561 + Penalty 2739.146597 = -356907.604964
  nChanged 31
		SP:Iteration 20F (14022.650000 sec): 3 clusters
  Score: Raw -359658.399858 + Penalty 2739.146597 = -356919.253261
  nChanged 24
		SP:Iteration 21Q (14022.820000 sec): 3 clusters
  Score: Raw -359667.574361 + Penalty 2739.146597 = -356928.427764
  nChanged 20
		SP:Iteration 22Q (14023.070000 sec): 3 clusters
  Score: Raw -359673.867173 + Penalty 2739.146597 = -356934.720576
  nChanged 16
		SP:Iteration 23Q (14023.260000 sec): 3 clusters
  Score: Raw -359679.664972 + Penalty 2739.146597 = -356940.518376
  nChanged 15
		SP:Iteration 24Q (14023.460000 sec): 3 clusters
  Score: Raw -359685.199412 + Penalty 2739.146597 = -356946.052815
  nChanged 16
		SP:Iteration 25Q (14023.690000 sec): 3 clusters
  Score: Raw -359692.524871 + Penalty 2739.146597 = -356953.378274
  nChanged 21
		SP:Iteration 26Q (14023.870000 sec): 3 clusters
  Score: Raw -359702.258792 + Penalty 2739.146597 = -356963.112195
  nChanged 13
		SP:Iteration 27Q (14024.020000 sec): 3 clusters
  Score: Raw -359706.423051 + Penalty 2739.146597 = -356967.276454
  nChanged 13
		SP:Iteration 28Q (14024.250000 sec): 3 clusters
  Score: Raw -359710.274793 + Penalty 2739.146597 = -356971.128196
  nChanged 7
		SP:Iteration 29Q (14024.440000 sec): 3 clusters
  Score: Raw -359712.475318 + Penalty 2739.146597 = -356973.328722
  nChanged 11
		SP:Iteration 30Q (14024.600000 sec): 3 clusters
  Score: Raw -359716.222381 + Penalty 2739.146597 = -356977.075784
  nChanged 7
		SP:Iteration 31Q (14024.800000 sec): 3 clusters
  Score: Raw -359719.047013 + Penalty 2739.146597 = -356979.900416
  nChanged 9
		SP:Iteration 32Q (14024.980000 sec): 3 clusters
  Score: Raw -359723.156214 + Penalty 2739.146597 = -356984.009618
  nChanged 9
		SP:Iteration 33Q (14025.160000 sec): 3 clusters
  Score: Raw -359726.410253 + Penalty 2739.146597 = -356987.263656
  nChanged 6
		SP:Iteration 34Q (14025.360000 sec): 3 clusters
  Score: Raw -359728.485587 + Penalty 2739.146597 = -356989.338990
  nChanged 8
		SP:Iteration 35Q (14025.550000 sec): 3 clusters
  Score: Raw -359731.585516 + Penalty 2739.146597 = -356992.438919
  nChanged 9
		SP:Iteration 36Q (14025.730000 sec): 3 clusters
  Score: Raw -359735.664411 + Penalty 2739.146597 = -356996.517815
  nChanged 5
		SP:Iteration 37Q (14025.970000 sec): 3 clusters
  Score: Raw -359737.553568 + Penalty 2739.146597 = -356998.406971
  nChanged 5
		SP:Iteration 38Q (14026.140000 sec): 3 clusters
  Score: Raw -359739.475631 + Penalty 2739.146597 = -357000.329034
  nChanged 3
		SP:Iteration 39Q (14026.360000 sec): 3 clusters
  Score: Raw -359740.248231 + Penalty 2739.146597 = -357001.101635
  nChanged 3
		SP:Iteration 40F (14026.570000 sec): 3 clusters
  Score: Raw -359741.533820 + Penalty 2739.146597 = -357002.387224
  nChanged 4
		SP:Iteration 41Q (14026.740000 sec): 3 clusters
  Score: Raw -359743.702538 + Penalty 2739.146597 = -357004.555941
  nChanged 9
		SP:Iteration 42Q (14026.920000 sec): 3 clusters
  Score: Raw -359747.971700 + Penalty 2739.146597 = -357008.825104
  nChanged 7
		SP:Iteration 43Q (14027.070000 sec): 3 clusters
  Score: Raw -359750.628029 + Penalty 2739.146597 = -357011.481432
  nChanged 6
		SP:Iteration 44Q (14027.280000 sec): 3 clusters
  Score: Raw -359753.082996 + Penalty 2739.146597 = -357013.936399
  nChanged 7
		SP:Iteration 45Q (14027.460000 sec): 3 clusters
  Score: Raw -359755.264791 + Penalty 2739.146597 = -357016.118194
  nChanged 4
		SP:Iteration 46Q (14027.640000 sec): 3 clusters
  Score: Raw -359756.273136 + Penalty 2739.146597 = -357017.126540
  nChanged 2
		SP:Iteration 47Q (14027.860000 sec): 3 clusters
  Score: Raw -359756.795458 + Penalty 2739.146597 = -357017.648861
  nChanged 0
		SP:Iteration 48F (14028.070000 sec): 3 clusters
  Score: Raw -359756.795458 + Penalty 2739.146597 = -357017.648861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14028.210000 sec): 2 clusters
  Score: Raw -43932.745507 + Penalty 1067.768481 = -42864.977026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14028.380000 sec): 3 clusters
  Score: Raw -43775.920118 + Penalty 2135.536963 = -41640.383155
  nChanged 183
		SP:Iteration 1F (14028.570000 sec): 3 clusters
  Score: Raw -43982.768314 + Penalty 2135.536963 = -41847.231351
  nChanged 49
		SP:Iteration 2F (14028.740000 sec): 3 clusters
  Score: Raw -44055.188706 + Penalty 2135.536963 = -41919.651743
  nChanged 37
		SP:Iteration 3F (14028.900000 sec): 3 clusters
  Score: Raw -44136.034435 + Penalty 2135.536963 = -42000.497472
  nChanged 30
		SP:Iteration 4Q (14029.050000 sec): 3 clusters
  Score: Raw -44194.703636 + Penalty 2135.536963 = -42059.166673
  nChanged 29
		SP:Iteration 5Q (14029.210000 sec): 3 clusters
  Score: Raw -44243.647855 + Penalty 2135.536963 = -42108.110892
  nChanged 14
		SP:Iteration 6Q (14029.400000 sec): 3 clusters
  Score: Raw -44265.180577 + Penalty 2135.536963 = -42129.643614
  nChanged 18
		SP:Iteration 7Q (14029.590000 sec): 3 clusters
  Score: Raw -44291.067255 + Penalty 2135.536963 = -42155.530292
  nChanged 13
		SP:Iteration 8Q (14029.790000 sec): 3 clusters
  Score: Raw -44315.980402 + Penalty 2135.536963 = -42180.443439
  nChanged 10
		SP:Iteration 9Q (14029.990000 sec): 3 clusters
  Score: Raw -44336.947498 + Penalty 2135.536963 = -42201.410535
  nChanged 10
		SP:Iteration 10Q (14030.190000 sec): 3 clusters
  Score: Raw -44352.387785 + Penalty 2135.536963 = -42216.850822
  nChanged 5
		SP:Iteration 11Q (14030.380000 sec): 3 clusters
  Score: Raw -44360.496468 + Penalty 2135.536963 = -42224.959505
  nChanged 5
		SP:Iteration 12Q (14030.560000 sec): 3 clusters
  Score: Raw -44367.334170 + Penalty 2135.536963 = -42231.797207
  nChanged 1
		SP:Iteration 13Q (14030.770000 sec): 3 clusters
  Score: Raw -44367.920504 + Penalty 2135.536963 = -42232.383541
  nChanged 0
		SP:Iteration 14F (14030.980000 sec): 3 clusters
  Score: Raw -44367.920504 + Penalty 2135.536963 = -42232.383541
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14031.110000 sec): 2 clusters
  Score: Raw -156963.137769 + Penalty 1217.120271 = -155746.017498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14031.300000 sec): 3 clusters
  Score: Raw -156219.704209 + Penalty 2434.240542 = -153785.463667
  nChanged 586
		SP:Iteration 1F (14031.490000 sec): 3 clusters
  Score: Raw -156583.494322 + Penalty 2434.240542 = -154149.253780
  nChanged 130
		SP:Iteration 2F (14031.700000 sec): 3 clusters
  Score: Raw -156674.219595 + Penalty 2434.240542 = -154239.979053
  nChanged 83
		SP:Iteration 3Q (14031.870000 sec): 3 clusters
  Score: Raw -156728.865583 + Penalty 2434.240542 = -154294.625041
  nChanged 54
		SP:Iteration 4Q (14032.050000 sec): 3 clusters
  Score: Raw -156764.145655 + Penalty 2434.240542 = -154329.905113
  nChanged 52
		SP:Iteration 5Q (14032.170000 sec): 3 clusters
  Score: Raw -156801.884305 + Penalty 2434.240542 = -154367.643763
  nChanged 44
		SP:Iteration 6Q (14032.340000 sec): 3 clusters
  Score: Raw -156837.132168 + Penalty 2434.240542 = -154402.891626
  nChanged 40
		SP:Iteration 7Q (14032.510000 sec): 3 clusters
  Score: Raw -156861.848664 + Penalty 2434.240542 = -154427.608122
  nChanged 30
		SP:Iteration 8Q (14032.660000 sec): 3 clusters
  Score: Raw -156884.380609 + Penalty 2434.240542 = -154450.140067
  nChanged 28
		SP:Iteration 9Q (14032.870000 sec): 3 clusters
  Score: Raw -156904.562206 + Penalty 2434.240542 = -154470.321664
  nChanged 18
		SP:Iteration 10Q (14033.010000 sec): 3 clusters
  Score: Raw -156915.868527 + Penalty 2434.240542 = -154481.627985
  nChanged 13
		SP:Iteration 11Q (14033.190000 sec): 3 clusters
  Score: Raw -156923.878965 + Penalty 2434.240542 = -154489.638422
  nChanged 17
		SP:Iteration 12Q (14033.330000 sec): 3 clusters
  Score: Raw -156934.245521 + Penalty 2434.240542 = -154500.004978
  nChanged 11
		SP:Iteration 13Q (14033.520000 sec): 3 clusters
  Score: Raw -156940.006379 + Penalty 2434.240542 = -154505.765837
  nChanged 8
		SP:Iteration 14Q (14033.740000 sec): 3 clusters
  Score: Raw -156944.314391 + Penalty 2434.240542 = -154510.073849
  nChanged 6
		SP:Iteration 15Q (14033.900000 sec): 3 clusters
  Score: Raw -156948.607105 + Penalty 2434.240542 = -154514.366563
  nChanged 9
		SP:Iteration 16Q (14034.150000 sec): 3 clusters
  Score: Raw -156954.395067 + Penalty 2434.240542 = -154520.154525
  nChanged 9
		SP:Iteration 17Q (14034.330000 sec): 3 clusters
  Score: Raw -156958.319063 + Penalty 2434.240542 = -154524.078521
  nChanged 2
		SP:Iteration 18Q (14034.460000 sec): 3 clusters
  Score: Raw -156959.417088 + Penalty 2434.240542 = -154525.176546
  nChanged 3
		SP:Iteration 19Q (14034.660000 sec): 3 clusters
  Score: Raw -156962.214725 + Penalty 2434.240542 = -154527.974183
  nChanged 6
		SP:Iteration 20F (14034.770000 sec): 3 clusters
  Score: Raw -156966.659666 + Penalty 2434.240542 = -154532.419124
  nChanged 5
		SP:Iteration 21Q (14034.950000 sec): 3 clusters
  Score: Raw -156970.091239 + Penalty 2434.240542 = -154535.850696
  nChanged 7
		SP:Iteration 22Q (14035.120000 sec): 3 clusters
  Score: Raw -156973.492943 + Penalty 2434.240542 = -154539.252401
  nChanged 6
		SP:Iteration 23Q (14035.320000 sec): 3 clusters
  Score: Raw -156976.912110 + Penalty 2434.240542 = -154542.671568
  nChanged 3
		SP:Iteration 24Q (14035.520000 sec): 3 clusters
  Score: Raw -156978.091029 + Penalty 2434.240542 = -154543.850487
  nChanged 1
		SP:Iteration 25Q (14035.720000 sec): 3 clusters
  Score: Raw -156978.482470 + Penalty 2434.240542 = -154544.241928
  nChanged 1
		SP:Iteration 26Q (14035.910000 sec): 3 clusters
  Score: Raw -156978.775156 + Penalty 2434.240542 = -154544.534614
  nChanged 1
		SP:Iteration 27Q (14036.110000 sec): 3 clusters
  Score: Raw -156979.454331 + Penalty 2434.240542 = -154545.213789
  nChanged 2
		SP:Iteration 28Q (14036.300000 sec): 3 clusters
  Score: Raw -156980.294899 + Penalty 2434.240542 = -154546.054357
  nChanged 1
		SP:Iteration 29Q (14036.490000 sec): 3 clusters
  Score: Raw -156980.860530 + Penalty 2434.240542 = -154546.619988
  nChanged 1
		SP:Iteration 30Q (14036.680000 sec): 3 clusters
  Score: Raw -156981.361948 + Penalty 2434.240542 = -154547.121406
  nChanged 1
		SP:Iteration 31Q (14036.850000 sec): 3 clusters
  Score: Raw -156982.420536 + Penalty 2434.240542 = -154548.179994
  nChanged 1
		SP:Iteration 32Q (14036.990000 sec): 3 clusters
  Score: Raw -156982.570262 + Penalty 2434.240542 = -154548.329720
  nChanged 0
		SP:Iteration 33F (14037.070000 sec): 3 clusters
  Score: Raw -156982.570262 + Penalty 2434.240542 = -154548.329720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14037.140000 sec): 2 clusters
  Score: Raw -81933.930134 + Penalty 1122.997003 = -80810.933131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14037.270000 sec): 3 clusters
  Score: Raw -81606.882397 + Penalty 2245.994006 = -79360.888391
  nChanged 310
		SP:Iteration 1F (14037.390000 sec): 3 clusters
  Score: Raw -81862.116310 + Penalty 2245.994006 = -79616.122304
  nChanged 76
		SP:Iteration 2F (14037.520000 sec): 3 clusters
  Score: Raw -81928.118753 + Penalty 2245.994006 = -79682.124747
  nChanged 35
		SP:Iteration 3Q (14037.650000 sec): 3 clusters
  Score: Raw -81972.381686 + Penalty 2245.994006 = -79726.387680
  nChanged 28
		SP:Iteration 4Q (14037.780000 sec): 3 clusters
  Score: Raw -82020.069439 + Penalty 2245.994006 = -79774.075432
  nChanged 26
		SP:Iteration 5Q (14037.910000 sec): 3 clusters
  Score: Raw -82053.580900 + Penalty 2245.994006 = -79807.586894
  nChanged 20
		SP:Iteration 6Q (14038.040000 sec): 3 clusters
  Score: Raw -82074.244827 + Penalty 2245.994006 = -79828.250821
  nChanged 11
		SP:Iteration 7Q (14038.210000 sec): 3 clusters
  Score: Raw -82085.658378 + Penalty 2245.994006 = -79839.664372
  nChanged 13
		SP:Iteration 8Q (14038.400000 sec): 3 clusters
  Score: Raw -82103.540922 + Penalty 2245.994006 = -79857.546916
  nChanged 23
		SP:Iteration 9Q (14038.560000 sec): 3 clusters
  Score: Raw -82133.968375 + Penalty 2245.994006 = -79887.974369
  nChanged 29
		SP:Iteration 10Q (14038.720000 sec): 3 clusters
  Score: Raw -82172.223944 + Penalty 2245.994006 = -79926.229938
  nChanged 34
		SP:Iteration 11Q (14038.860000 sec): 3 clusters
  Score: Raw -82213.291898 + Penalty 2245.994006 = -79967.297892
  nChanged 31
		SP:Iteration 12Q (14038.990000 sec): 3 clusters
  Score: Raw -82250.707217 + Penalty 2245.994006 = -80004.713210
  nChanged 26
		SP:Iteration 13Q (14039.110000 sec): 3 clusters
  Score: Raw -82279.176019 + Penalty 2245.994006 = -80033.182013
  nChanged 24
		SP:Iteration 14Q (14039.240000 sec): 3 clusters
  Score: Raw -82309.331412 + Penalty 2245.994006 = -80063.337406
  nChanged 23
		SP:Iteration 15Q (14039.370000 sec): 3 clusters
  Score: Raw -82338.364591 + Penalty 2245.994006 = -80092.370585
  nChanged 20
		SP:Iteration 16Q (14039.500000 sec): 3 clusters
  Score: Raw -82358.732660 + Penalty 2245.994006 = -80112.738654
  nChanged 12
		SP:Iteration 17Q (14039.630000 sec): 3 clusters
  Score: Raw -82371.021059 + Penalty 2245.994006 = -80125.027053
  nChanged 8
		SP:Iteration 18Q (14039.750000 sec): 3 clusters
  Score: Raw -82381.435274 + Penalty 2245.994006 = -80135.441267
  nChanged 5
		SP:Iteration 19Q (14039.880000 sec): 3 clusters
  Score: Raw -82386.243611 + Penalty 2245.994006 = -80140.249605
  nChanged 7
		SP:Iteration 20F (14040.050000 sec): 3 clusters
  Score: Raw -82392.789804 + Penalty 2245.994006 = -80146.795798
  nChanged 1
		SP:Iteration 21Q (14040.250000 sec): 3 clusters
  Score: Raw -82393.582795 + Penalty 2245.994006 = -80147.588789
  nChanged 1
		SP:Iteration 22Q (14040.410000 sec): 3 clusters
  Score: Raw -82394.468887 + Penalty 2245.994006 = -80148.474881
  nChanged 1
		SP:Iteration 23Q (14040.550000 sec): 3 clusters
  Score: Raw -82394.960723 + Penalty 2245.994006 = -80148.966717
  nChanged 1
		SP:Iteration 24Q (14040.710000 sec): 3 clusters
  Score: Raw -82395.225945 + Penalty 2245.994006 = -80149.231938
  nChanged 0
		SP:Iteration 25F (14040.840000 sec): 3 clusters
  Score: Raw -82395.225945 + Penalty 2245.994006 = -80149.231938
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14040.890000 sec): 2 clusters
  Score: Raw -59898.801962 + Penalty 1103.207908 = -58795.594054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14041.070000 sec): 3 clusters
  Score: Raw -59665.510942 + Penalty 2206.415816 = -57459.095125
  nChanged 268
		SP:Iteration 1F (14041.250000 sec): 3 clusters
  Score: Raw -59973.774808 + Penalty 2206.415816 = -57767.358992
  nChanged 67
		SP:Iteration 2F (14041.440000 sec): 3 clusters
  Score: Raw -60078.622184 + Penalty 2206.415816 = -57872.206368
  nChanged 40
		SP:Iteration 3Q (14041.630000 sec): 3 clusters
  Score: Raw -60129.683765 + Penalty 2206.415816 = -57923.267949
  nChanged 33
		SP:Iteration 4Q (14041.790000 sec): 3 clusters
  Score: Raw -60189.608490 + Penalty 2206.415816 = -57983.192674
  nChanged 39
		SP:Iteration 5Q (14041.970000 sec): 3 clusters
  Score: Raw -60274.367332 + Penalty 2206.415816 = -58067.951515
  nChanged 41
		SP:Iteration 6Q (14042.140000 sec): 3 clusters
  Score: Raw -60416.696308 + Penalty 2206.415816 = -58210.280492
  nChanged 47
		SP:Iteration 7F (14042.350000 sec): 3 clusters
  Score: Raw -60539.218578 + Penalty 2206.415816 = -58332.802762
  nChanged 38
		SP:Iteration 8Q (14042.550000 sec): 3 clusters
  Score: Raw -60610.648041 + Penalty 2206.415816 = -58404.232225
  nChanged 28
		SP:Iteration 9Q (14042.750000 sec): 3 clusters
  Score: Raw -60652.266943 + Penalty 2206.415816 = -58445.851127
  nChanged 15
		SP:Iteration 10Q (14042.970000 sec): 3 clusters
  Score: Raw -60671.590751 + Penalty 2206.415816 = -58465.174934
  nChanged 14
		SP:Iteration 11Q (14043.130000 sec): 3 clusters
  Score: Raw -60697.057853 + Penalty 2206.415816 = -58490.642037
  nChanged 13
		SP:Iteration 12Q (14043.350000 sec): 3 clusters
  Score: Raw -60722.010731 + Penalty 2206.415816 = -58515.594914
  nChanged 5
		SP:Iteration 13Q (14043.560000 sec): 3 clusters
  Score: Raw -60728.790900 + Penalty 2206.415816 = -58522.375084
  nChanged 3
		SP:Iteration 14Q (14043.770000 sec): 3 clusters
  Score: Raw -60731.122764 + Penalty 2206.415816 = -58524.706947
  nChanged 1
		SP:Iteration 15Q (14043.910000 sec): 3 clusters
  Score: Raw -60732.531426 + Penalty 2206.415816 = -58526.115609
  nChanged 1
		SP:Iteration 16Q (14044.110000 sec): 3 clusters
  Score: Raw -60733.329057 + Penalty 2206.415816 = -58526.913241
  nChanged 1
		SP:Iteration 17Q (14044.270000 sec): 3 clusters
  Score: Raw -60734.624483 + Penalty 2206.415816 = -58528.208666
  nChanged 1
		SP:Iteration 18Q (14044.450000 sec): 3 clusters
  Score: Raw -60737.156755 + Penalty 2206.415816 = -58530.740939
  nChanged 2
		SP:Iteration 19Q (14044.640000 sec): 3 clusters
  Score: Raw -60740.588165 + Penalty 2206.415816 = -58534.172348
  nChanged 2
		SP:Iteration 20F (14044.830000 sec): 3 clusters
  Score: Raw -60743.792584 + Penalty 2206.415816 = -58537.376767
  nChanged 4
		SP:Iteration 21Q (14045.030000 sec): 3 clusters
  Score: Raw -60751.658454 + Penalty 2206.415816 = -58545.242638
  nChanged 2
		SP:Iteration 22Q (14045.240000 sec): 3 clusters
  Score: Raw -60759.618752 + Penalty 2206.415816 = -58553.202936
  nChanged 6
		SP:Iteration 23Q (14045.370000 sec): 3 clusters
  Score: Raw -60772.533156 + Penalty 2206.415816 = -58566.117340
  nChanged 3
		SP:Iteration 24Q (14045.520000 sec): 3 clusters
  Score: Raw -60777.930260 + Penalty 2206.415816 = -58571.514444
  nChanged 2
		SP:Iteration 25Q (14045.660000 sec): 3 clusters
  Score: Raw -60781.218336 + Penalty 2206.415816 = -58574.802520
  nChanged 2
		SP:Iteration 26Q (14045.810000 sec): 3 clusters
  Score: Raw -60784.506709 + Penalty 2206.415816 = -58578.090892
  nChanged 1
		SP:Iteration 27Q (14045.990000 sec): 3 clusters
  Score: Raw -60784.892490 + Penalty 2206.415816 = -58578.476673
  nChanged 0
		SP:Iteration 28F (14046.180000 sec): 3 clusters
  Score: Raw -60784.892490 + Penalty 2206.415816 = -58578.476673
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14046.280000 sec): 2 clusters
  Score: Raw -183361.778713 + Penalty 1265.449579 = -182096.329134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14046.490000 sec): 3 clusters
  Score: Raw -182254.470740 + Penalty 2530.899159 = -179723.571581
  nChanged 896
		SP:Iteration 1F (14046.660000 sec): 3 clusters
  Score: Raw -182820.246496 + Penalty 2530.899159 = -180289.347338
  nChanged 199
		SP:Iteration 2F (14046.870000 sec): 3 clusters
  Score: Raw -182973.200226 + Penalty 2530.899159 = -180442.301068
  nChanged 138
		SP:Iteration 3F (14047.060000 sec): 3 clusters
  Score: Raw -183070.867473 + Penalty 2530.899159 = -180539.968314
  nChanged 101
		SP:Iteration 4Q (14047.240000 sec): 3 clusters
  Score: Raw -183145.253037 + Penalty 2530.899159 = -180614.353878
  nChanged 84
		SP:Iteration 5Q (14047.440000 sec): 3 clusters
  Score: Raw -183210.997798 + Penalty 2530.899159 = -180680.098639
  nChanged 70
		SP:Iteration 6Q (14047.710000 sec): 3 clusters
  Score: Raw -183259.331819 + Penalty 2530.899159 = -180728.432660
  nChanged 67
		SP:Iteration 7Q (14047.850000 sec): 3 clusters
  Score: Raw -183301.243720 + Penalty 2530.899159 = -180770.344561
  nChanged 48
		SP:Iteration 8Q (14048.060000 sec): 3 clusters
  Score: Raw -183331.284409 + Penalty 2530.899159 = -180800.385250
  nChanged 50
		SP:Iteration 9Q (14048.220000 sec): 3 clusters
  Score: Raw -183360.948275 + Penalty 2530.899159 = -180830.049116
  nChanged 38
		SP:Iteration 10Q (14048.400000 sec): 3 clusters
  Score: Raw -183383.126419 + Penalty 2530.899159 = -180852.227260
  nChanged 35
		SP:Iteration 11Q (14048.580000 sec): 3 clusters
  Score: Raw -183406.286761 + Penalty 2530.899159 = -180875.387603
  nChanged 41
		SP:Iteration 12Q (14048.810000 sec): 3 clusters
  Score: Raw -183426.761113 + Penalty 2530.899159 = -180895.861954
  nChanged 28
		SP:Iteration 13Q (14048.950000 sec): 3 clusters
  Score: Raw -183438.492842 + Penalty 2530.899159 = -180907.593683
  nChanged 27
		SP:Iteration 14Q (14049.140000 sec): 3 clusters
  Score: Raw -183451.216272 + Penalty 2530.899159 = -180920.317114
  nChanged 27
		SP:Iteration 15Q (14049.300000 sec): 3 clusters
  Score: Raw -183462.527020 + Penalty 2530.899159 = -180931.627861
  nChanged 25
		SP:Iteration 16Q (14049.500000 sec): 3 clusters
  Score: Raw -183472.403271 + Penalty 2530.899159 = -180941.504113
  nChanged 14
		SP:Iteration 17Q (14049.630000 sec): 3 clusters
  Score: Raw -183480.121148 + Penalty 2530.899159 = -180949.221990
  nChanged 14
		SP:Iteration 18Q (14049.860000 sec): 3 clusters
  Score: Raw -183488.925770 + Penalty 2530.899159 = -180958.026611
  nChanged 17
		SP:Iteration 19Q (14050.020000 sec): 3 clusters
  Score: Raw -183494.261284 + Penalty 2530.899159 = -180963.362126
  nChanged 10
		SP:Iteration 20F (14050.220000 sec): 3 clusters
  Score: Raw -183499.297647 + Penalty 2530.899159 = -180968.398488
  nChanged 13
		SP:Iteration 21Q (14050.380000 sec): 3 clusters
  Score: Raw -183506.065409 + Penalty 2530.899159 = -180975.166251
  nChanged 14
		SP:Iteration 22Q (14050.570000 sec): 3 clusters
  Score: Raw -183511.475191 + Penalty 2530.899159 = -180980.576032
  nChanged 12
		SP:Iteration 23Q (14050.730000 sec): 3 clusters
  Score: Raw -183515.812579 + Penalty 2530.899159 = -180984.913421
  nChanged 10
		SP:Iteration 24Q (14050.900000 sec): 3 clusters
  Score: Raw -183519.567853 + Penalty 2530.899159 = -180988.668694
  nChanged 13
		SP:Iteration 25Q (14051.040000 sec): 3 clusters
  Score: Raw -183523.656728 + Penalty 2530.899159 = -180992.757570
  nChanged 9
		SP:Iteration 26Q (14051.190000 sec): 3 clusters
  Score: Raw -183526.948050 + Penalty 2530.899159 = -180996.048891
  nChanged 8
		SP:Iteration 27Q (14051.340000 sec): 3 clusters
  Score: Raw -183529.655986 + Penalty 2530.899159 = -180998.756827
  nChanged 7
		SP:Iteration 28Q (14051.520000 sec): 3 clusters
  Score: Raw -183531.616163 + Penalty 2530.899159 = -181000.717005
  nChanged 1
		SP:Iteration 29Q (14051.680000 sec): 3 clusters
  Score: Raw -183531.825700 + Penalty 2530.899159 = -181000.926542
  nChanged 3
		SP:Iteration 30Q (14051.900000 sec): 3 clusters
  Score: Raw -183532.660439 + Penalty 2530.899159 = -181001.761280
  nChanged 2
		SP:Iteration 31Q (14052.140000 sec): 3 clusters
  Score: Raw -183533.545818 + Penalty 2530.899159 = -181002.646660
  nChanged 4
		SP:Iteration 32Q (14052.340000 sec): 3 clusters
  Score: Raw -183535.531987 + Penalty 2530.899159 = -181004.632828
  nChanged 3
		SP:Iteration 33Q (14052.480000 sec): 3 clusters
  Score: Raw -183536.840177 + Penalty 2530.899159 = -181005.941019
  nChanged 4
		SP:Iteration 34Q (14052.660000 sec): 3 clusters
  Score: Raw -183538.935159 + Penalty 2530.899159 = -181008.036000
  nChanged 4
		SP:Iteration 35Q (14052.860000 sec): 3 clusters
  Score: Raw -183540.325965 + Penalty 2530.899159 = -181009.426806
  nChanged 5
		SP:Iteration 36Q (14053.020000 sec): 3 clusters
  Score: Raw -183542.962149 + Penalty 2530.899159 = -181012.062991
  nChanged 6
		SP:Iteration 37Q (14053.220000 sec): 3 clusters
  Score: Raw -183545.082044 + Penalty 2530.899159 = -181014.182885
  nChanged 5
		SP:Iteration 38Q (14053.390000 sec): 3 clusters
  Score: Raw -183547.006806 + Penalty 2530.899159 = -181016.107647
  nChanged 10
		SP:Iteration 39Q (14053.610000 sec): 3 clusters
  Score: Raw -183551.666634 + Penalty 2530.899159 = -181020.767476
  nChanged 16
		SP:Iteration 40F (14053.800000 sec): 3 clusters
  Score: Raw -183560.057768 + Penalty 2530.899159 = -181029.158609
  nChanged 14
		SP:Iteration 41Q (14053.980000 sec): 3 clusters
  Score: Raw -183564.328308 + Penalty 2530.899159 = -181033.429150
  nChanged 12
		SP:Iteration 42Q (14054.140000 sec): 3 clusters
  Score: Raw -183568.420907 + Penalty 2530.899159 = -181037.521748
  nChanged 8
		SP:Iteration 43Q (14054.340000 sec): 3 clusters
  Score: Raw -183572.268773 + Penalty 2530.899159 = -181041.369615
  nChanged 9
		SP:Iteration 44Q (14054.560000 sec): 3 clusters
  Score: Raw -183575.551085 + Penalty 2530.899159 = -181044.651926
  nChanged 14
		SP:Iteration 45Q (14054.760000 sec): 3 clusters
  Score: Raw -183580.254102 + Penalty 2530.899159 = -181049.354944
  nChanged 12
		SP:Iteration 46Q (14054.910000 sec): 3 clusters
  Score: Raw -183584.706525 + Penalty 2530.899159 = -181053.807366
  nChanged 11
		SP:Iteration 47Q (14055.100000 sec): 3 clusters
  Score: Raw -183588.367224 + Penalty 2530.899159 = -181057.468065
  nChanged 3
		SP:Iteration 48Q (14055.300000 sec): 3 clusters
  Score: Raw -183588.960378 + Penalty 2530.899159 = -181058.061219
  nChanged 3
		SP:Iteration 49Q (14055.490000 sec): 3 clusters
  Score: Raw -183590.415044 + Penalty 2530.899159 = -181059.515886
  nChanged 6
		SP:Iteration 50Q (14055.680000 sec): 3 clusters
  Score: Raw -183593.437948 + Penalty 2530.899159 = -181062.538789
  nChanged 9
		SP:Iteration 51Q (14055.850000 sec): 3 clusters
  Score: Raw -183596.123178 + Penalty 2530.899159 = -181065.224020
  nChanged 10
		SP:Iteration 52Q (14056.050000 sec): 3 clusters
  Score: Raw -183600.893059 + Penalty 2530.899159 = -181069.993901
  nChanged 8
		SP:Iteration 53Q (14056.290000 sec): 3 clusters
  Score: Raw -183605.317585 + Penalty 2530.899159 = -181074.418426
  nChanged 10
		SP:Iteration 54Q (14056.490000 sec): 3 clusters
  Score: Raw -183611.927271 + Penalty 2530.899159 = -181081.028112
  nChanged 17
		SP:Iteration 55Q (14056.670000 sec): 3 clusters
  Score: Raw -183621.169800 + Penalty 2530.899159 = -181090.270642
  nChanged 22
		SP:Iteration 56Q (14056.880000 sec): 3 clusters
  Score: Raw -183635.011613 + Penalty 2530.899159 = -181104.112454
  nChanged 16
		SP:Iteration 57Q (14057.030000 sec): 3 clusters
  Score: Raw -183646.640011 + Penalty 2530.899159 = -181115.740853
  nChanged 24
		SP:Iteration 58Q (14057.180000 sec): 3 clusters
  Score: Raw -183662.093517 + Penalty 2530.899159 = -181131.194358
  nChanged 23
		SP:Iteration 59Q (14057.360000 sec): 3 clusters
  Score: Raw -183679.202561 + Penalty 2530.899159 = -181148.303403
  nChanged 23
		SP:Iteration 60F (14057.520000 sec): 3 clusters
  Score: Raw -183692.067575 + Penalty 2530.899159 = -181161.168416
  nChanged 26
		SP:Iteration 61Q (14057.710000 sec): 3 clusters
  Score: Raw -183707.236674 + Penalty 2530.899159 = -181176.337515
  nChanged 24
		SP:Iteration 62Q (14057.910000 sec): 3 clusters
  Score: Raw -183723.991014 + Penalty 2530.899159 = -181193.091855
  nChanged 24
		SP:Iteration 63Q (14058.070000 sec): 3 clusters
  Score: Raw -183743.057839 + Penalty 2530.899159 = -181212.158681
  nChanged 21
		SP:Iteration 64Q (14058.250000 sec): 3 clusters
  Score: Raw -183758.146217 + Penalty 2530.899159 = -181227.247058
  nChanged 21
		SP:Iteration 65Q (14058.410000 sec): 3 clusters
  Score: Raw -183769.211911 + Penalty 2530.899159 = -181238.312752
  nChanged 15
		SP:Iteration 66Q (14058.600000 sec): 3 clusters
  Score: Raw -183781.172927 + Penalty 2530.899159 = -181250.273768
  nChanged 23
		SP:Iteration 67Q (14058.750000 sec): 3 clusters
  Score: Raw -183798.297900 + Penalty 2530.899159 = -181267.398742
  nChanged 25
		SP:Iteration 68Q (14058.890000 sec): 3 clusters
  Score: Raw -183812.044767 + Penalty 2530.899159 = -181281.145608
  nChanged 21
		SP:Iteration 69Q (14059.070000 sec): 3 clusters
  Score: Raw -183821.494685 + Penalty 2530.899159 = -181290.595526
  nChanged 16
		SP:Iteration 70Q (14059.250000 sec): 3 clusters
  Score: Raw -183832.121317 + Penalty 2530.899159 = -181301.222158
  nChanged 14
		SP:Iteration 71Q (14059.460000 sec): 3 clusters
  Score: Raw -183841.138949 + Penalty 2530.899159 = -181310.239791
  nChanged 17
		SP:Iteration 72Q (14059.630000 sec): 3 clusters
  Score: Raw -183855.012326 + Penalty 2530.899159 = -181324.113168
  nChanged 32
		SP:Iteration 73Q (14059.810000 sec): 3 clusters
  Score: Raw -183884.605431 + Penalty 2530.899159 = -181353.706273
  nChanged 27
		SP:Iteration 74Q (14059.980000 sec): 3 clusters
  Score: Raw -183901.275477 + Penalty 2530.899159 = -181370.376318
  nChanged 20
		SP:Iteration 75Q (14060.190000 sec): 3 clusters
  Score: Raw -183914.040581 + Penalty 2530.899159 = -181383.141422
  nChanged 17
		SP:Iteration 76Q (14060.390000 sec): 3 clusters
  Score: Raw -183923.155071 + Penalty 2530.899159 = -181392.255912
  nChanged 15
		SP:Iteration 77Q (14060.560000 sec): 3 clusters
  Score: Raw -183932.031118 + Penalty 2530.899159 = -181401.131959
  nChanged 11
		SP:Iteration 78Q (14060.740000 sec): 3 clusters
  Score: Raw -183939.751535 + Penalty 2530.899159 = -181408.852376
  nChanged 12
		SP:Iteration 79Q (14060.930000 sec): 3 clusters
  Score: Raw -183946.730770 + Penalty 2530.899159 = -181415.831611
  nChanged 10
		SP:Iteration 80F (14061.080000 sec): 3 clusters
  Score: Raw -183950.460789 + Penalty 2530.899159 = -181419.561630
  nChanged 7
		SP:Iteration 81Q (14061.180000 sec): 3 clusters
  Score: Raw -183955.236901 + Penalty 2530.899159 = -181424.337742
  nChanged 9
		SP:Iteration 82Q (14061.340000 sec): 3 clusters
  Score: Raw -183961.131469 + Penalty 2530.899159 = -181430.232311
  nChanged 9
		SP:Iteration 83Q (14061.490000 sec): 3 clusters
  Score: Raw -183968.714974 + Penalty 2530.899159 = -181437.815815
  nChanged 12
		SP:Iteration 84Q (14061.690000 sec): 3 clusters
  Score: Raw -183980.120962 + Penalty 2530.899159 = -181449.221804
  nChanged 14
		SP:Iteration 85Q (14061.870000 sec): 3 clusters
  Score: Raw -183989.596057 + Penalty 2530.899159 = -181458.696898
  nChanged 14
		SP:Iteration 86Q (14062.080000 sec): 3 clusters
  Score: Raw -184001.195211 + Penalty 2530.899159 = -181470.296052
  nChanged 16
		SP:Iteration 87Q (14062.280000 sec): 3 clusters
  Score: Raw -184010.889276 + Penalty 2530.899159 = -181479.990117
  nChanged 14
		SP:Iteration 88Q (14062.470000 sec): 3 clusters
  Score: Raw -184020.301210 + Penalty 2530.899159 = -181489.402052
  nChanged 11
		SP:Iteration 89Q (14062.630000 sec): 3 clusters
  Score: Raw -184029.374548 + Penalty 2530.899159 = -181498.475390
  nChanged 7
		SP:Iteration 90Q (14062.750000 sec): 3 clusters
  Score: Raw -184032.763853 + Penalty 2530.899159 = -181501.864694
  nChanged 2
		SP:Iteration 91Q (14062.950000 sec): 3 clusters
  Score: Raw -184033.208251 + Penalty 2530.899159 = -181502.309092
  nChanged 1
		SP:Iteration 92Q (14063.150000 sec): 3 clusters
  Score: Raw -184033.515488 + Penalty 2530.899159 = -181502.616329
  nChanged 0
		SP:Iteration 93F (14063.310000 sec): 3 clusters
  Score: Raw -184033.515488 + Penalty 2530.899159 = -181502.616329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14063.370000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14063.570000 sec): 3 clusters
  Score: Raw -60748.939976 + Penalty 2151.090170 = -58597.849806
  nChanged 200
		SP:Iteration 1F (14063.800000 sec): 3 clusters
  Score: Raw -60940.767577 + Penalty 2151.090170 = -58789.677407
  nChanged 51
		SP:Iteration 2F (14063.920000 sec): 3 clusters
  Score: Raw -61011.978639 + Penalty 2151.090170 = -58860.888469
  nChanged 30
		SP:Iteration 3Q (14064.100000 sec): 3 clusters
  Score: Raw -61044.658080 + Penalty 2151.090170 = -58893.567910
  nChanged 19
		SP:Iteration 4Q (14064.260000 sec): 3 clusters
  Score: Raw -61066.013979 + Penalty 2151.090170 = -58914.923809
  nChanged 9
		SP:Iteration 5Q (14064.370000 sec): 3 clusters
  Score: Raw -61074.147342 + Penalty 2151.090170 = -58923.057173
  nChanged 9
		SP:Iteration 6Q (14064.530000 sec): 3 clusters
  Score: Raw -61079.995512 + Penalty 2151.090170 = -58928.905342
  nChanged 4
		SP:Iteration 7Q (14064.720000 sec): 3 clusters
  Score: Raw -61082.655667 + Penalty 2151.090170 = -58931.565497
  nChanged 4
		SP:Iteration 8Q (14064.960000 sec): 3 clusters
  Score: Raw -61085.307898 + Penalty 2151.090170 = -58934.217729
  nChanged 1
		SP:Iteration 9Q (14065.110000 sec): 3 clusters
  Score: Raw -61085.865219 + Penalty 2151.090170 = -58934.775049
  nChanged 0
		SP:Iteration 10F (14065.320000 sec): 3 clusters
  Score: Raw -61085.865219 + Penalty 2151.090170 = -58934.775049
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14065.390000 sec): 2 clusters
  Score: Raw -23083.969414 + Penalty 963.558236 = -22120.411178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14065.570000 sec): 3 clusters
  Score: Raw -23106.002561 + Penalty 1927.116472 = -21178.886089
  nChanged 72
		SP:Iteration 1F (14065.770000 sec): 3 clusters
  Score: Raw -23280.273990 + Penalty 1927.116472 = -21353.157519
  nChanged 20
		SP:Iteration 2F (14065.880000 sec): 3 clusters
  Score: Raw -23339.360115 + Penalty 1927.116472 = -21412.243643
  nChanged 15
		SP:Iteration 3Q (14065.980000 sec): 3 clusters
  Score: Raw -23371.480009 + Penalty 1927.116472 = -21444.363537
  nChanged 5
		SP:Iteration 4Q (14066.170000 sec): 3 clusters
  Score: Raw -23389.641691 + Penalty 1927.116472 = -21462.525219
  nChanged 6
		SP:Iteration 5Q (14066.420000 sec): 3 clusters
  Score: Raw -23402.529210 + Penalty 1927.116472 = -21475.412738
  nChanged 4
		SP:Iteration 6Q (14066.530000 sec): 3 clusters
  Score: Raw -23417.623533 + Penalty 1927.116472 = -21490.507061
  nChanged 1
		SP:Iteration 7Q (14066.670000 sec): 3 clusters
  Score: Raw -23419.479374 + Penalty 1927.116472 = -21492.362902
  nChanged 0
		SP:Iteration 8F (14066.810000 sec): 3 clusters
  Score: Raw -23419.479374 + Penalty 1927.116472 = -21492.362902
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14066.880000 sec): 2 clusters
  Score: Raw -50013.779343 + Penalty 1041.920469 = -48971.858874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14067.030000 sec): 3 clusters
  Score: Raw -49871.915827 + Penalty 2083.840937 = -47788.074890
  nChanged 157
		SP:Iteration 1F (14067.170000 sec): 3 clusters
  Score: Raw -50067.046573 + Penalty 2083.840937 = -47983.205636
  nChanged 35
		SP:Iteration 2F (14067.310000 sec): 3 clusters
  Score: Raw -50117.468768 + Penalty 2083.840937 = -48033.627831
  nChanged 16
		SP:Iteration 3Q (14067.460000 sec): 3 clusters
  Score: Raw -50139.941789 + Penalty 2083.840937 = -48056.100852
  nChanged 12
		SP:Iteration 4Q (14067.600000 sec): 3 clusters
  Score: Raw -50157.222736 + Penalty 2083.840937 = -48073.381799
  nChanged 10
		SP:Iteration 5Q (14067.750000 sec): 3 clusters
  Score: Raw -50168.409263 + Penalty 2083.840937 = -48084.568326
  nChanged 4
		SP:Iteration 6Q (14067.890000 sec): 3 clusters
  Score: Raw -50174.545794 + Penalty 2083.840937 = -48090.704857
  nChanged 1
		SP:Iteration 7Q (14068.030000 sec): 3 clusters
  Score: Raw -50175.407093 + Penalty 2083.840937 = -48091.566156
  nChanged 0
		SP:Iteration 8F (14068.210000 sec): 3 clusters
  Score: Raw -50175.407093 + Penalty 2083.840937 = -48091.566156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14068.330000 sec): 2 clusters
  Score: Raw -155083.487331 + Penalty 1246.065228 = -153837.422104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14068.460000 sec): 3 clusters
  Score: Raw -154178.456118 + Penalty 2492.130455 = -151686.325662
  nChanged 743
		SP:Iteration 1F (14068.610000 sec): 3 clusters
  Score: Raw -154683.323265 + Penalty 2492.130455 = -152191.192809
  nChanged 181
		SP:Iteration 2F (14068.750000 sec): 3 clusters
  Score: Raw -154822.923832 + Penalty 2492.130455 = -152330.793377
  nChanged 111
		SP:Iteration 3F (14068.870000 sec): 3 clusters
  Score: Raw -154915.914330 + Penalty 2492.130455 = -152423.783874
  nChanged 87
		SP:Iteration 4Q (14069.030000 sec): 3 clusters
  Score: Raw -154999.385149 + Penalty 2492.130455 = -152507.254693
  nChanged 83
		SP:Iteration 5Q (14069.140000 sec): 3 clusters
  Score: Raw -155067.220884 + Penalty 2492.130455 = -152575.090428
  nChanged 79
		SP:Iteration 6Q (14069.250000 sec): 3 clusters
  Score: Raw -155134.434268 + Penalty 2492.130455 = -152642.303813
  nChanged 77
		SP:Iteration 7Q (14069.350000 sec): 3 clusters
  Score: Raw -155199.893718 + Penalty 2492.130455 = -152707.763263
  nChanged 65
		SP:Iteration 8Q (14069.460000 sec): 3 clusters
  Score: Raw -155248.060186 + Penalty 2492.130455 = -152755.929730
  nChanged 55
		SP:Iteration 9Q (14069.570000 sec): 3 clusters
  Score: Raw -155281.965936 + Penalty 2492.130455 = -152789.835481
  nChanged 45
		SP:Iteration 10Q (14069.680000 sec): 3 clusters
  Score: Raw -155317.838385 + Penalty 2492.130455 = -152825.707930
  nChanged 47
		SP:Iteration 11Q (14069.790000 sec): 3 clusters
  Score: Raw -155348.594753 + Penalty 2492.130455 = -152856.464298
  nChanged 42
		SP:Iteration 12Q (14069.900000 sec): 3 clusters
  Score: Raw -155382.834563 + Penalty 2492.130455 = -152890.704107
  nChanged 57
		SP:Iteration 13Q (14070.060000 sec): 3 clusters
  Score: Raw -155433.456550 + Penalty 2492.130455 = -152941.326094
  nChanged 47
		SP:Iteration 14Q (14070.270000 sec): 3 clusters
  Score: Raw -155472.879925 + Penalty 2492.130455 = -152980.749469
  nChanged 46
		SP:Iteration 15Q (14070.470000 sec): 3 clusters
  Score: Raw -155505.238828 + Penalty 2492.130455 = -153013.108372
  nChanged 32
		SP:Iteration 16Q (14070.590000 sec): 3 clusters
  Score: Raw -155524.390495 + Penalty 2492.130455 = -153032.260040
  nChanged 16
		SP:Iteration 17Q (14070.710000 sec): 3 clusters
  Score: Raw -155534.774013 + Penalty 2492.130455 = -153042.643557
  nChanged 11
		SP:Iteration 18Q (14070.850000 sec): 3 clusters
  Score: Raw -155541.026785 + Penalty 2492.130455 = -153048.896330
  nChanged 12
		SP:Iteration 19Q (14070.960000 sec): 3 clusters
  Score: Raw -155548.334259 + Penalty 2492.130455 = -153056.203804
  nChanged 13
		SP:Iteration 20F (14071.090000 sec): 3 clusters
  Score: Raw -155556.403651 + Penalty 2492.130455 = -153064.273196
  nChanged 16
		SP:Iteration 21Q (14071.210000 sec): 3 clusters
  Score: Raw -155567.037457 + Penalty 2492.130455 = -153074.907002
  nChanged 10
		SP:Iteration 22Q (14071.390000 sec): 3 clusters
  Score: Raw -155571.998469 + Penalty 2492.130455 = -153079.868014
  nChanged 12
		SP:Iteration 23Q (14071.570000 sec): 3 clusters
  Score: Raw -155577.804028 + Penalty 2492.130455 = -153085.673573
  nChanged 4
		SP:Iteration 24Q (14071.730000 sec): 3 clusters
  Score: Raw -155579.661227 + Penalty 2492.130455 = -153087.530772
  nChanged 3
		SP:Iteration 25Q (14071.910000 sec): 3 clusters
  Score: Raw -155581.726352 + Penalty 2492.130455 = -153089.595896
  nChanged 5
		SP:Iteration 26Q (14072.110000 sec): 3 clusters
  Score: Raw -155584.685850 + Penalty 2492.130455 = -153092.555395
  nChanged 7
		SP:Iteration 27Q (14072.290000 sec): 3 clusters
  Score: Raw -155588.259211 + Penalty 2492.130455 = -153096.128756
  nChanged 4
		SP:Iteration 28Q (14072.450000 sec): 3 clusters
  Score: Raw -155590.486375 + Penalty 2492.130455 = -153098.355920
  nChanged 3
		SP:Iteration 29Q (14072.630000 sec): 3 clusters
  Score: Raw -155592.867494 + Penalty 2492.130455 = -153100.737038
  nChanged 4
		SP:Iteration 30Q (14072.810000 sec): 3 clusters
  Score: Raw -155594.923256 + Penalty 2492.130455 = -153102.792801
  nChanged 6
		SP:Iteration 31Q (14072.980000 sec): 3 clusters
  Score: Raw -155598.508291 + Penalty 2492.130455 = -153106.377835
  nChanged 8
		SP:Iteration 32Q (14073.160000 sec): 3 clusters
  Score: Raw -155604.508682 + Penalty 2492.130455 = -153112.378227
  nChanged 7
		SP:Iteration 33Q (14073.370000 sec): 3 clusters
  Score: Raw -155610.228719 + Penalty 2492.130455 = -153118.098263
  nChanged 9
		SP:Iteration 34Q (14073.550000 sec): 3 clusters
  Score: Raw -155615.166815 + Penalty 2492.130455 = -153123.036360
  nChanged 6
		SP:Iteration 35Q (14073.700000 sec): 3 clusters
  Score: Raw -155618.528492 + Penalty 2492.130455 = -153126.398037
  nChanged 2
		SP:Iteration 36Q (14073.890000 sec): 3 clusters
  Score: Raw -155619.439421 + Penalty 2492.130455 = -153127.308966
  nChanged 2
		SP:Iteration 37Q (14074.100000 sec): 3 clusters
  Score: Raw -155619.893911 + Penalty 2492.130455 = -153127.763456
  nChanged 2
		SP:Iteration 38Q (14074.310000 sec): 3 clusters
  Score: Raw -155620.844752 + Penalty 2492.130455 = -153128.714296
  nChanged 2
		SP:Iteration 39Q (14074.450000 sec): 3 clusters
  Score: Raw -155621.864015 + Penalty 2492.130455 = -153129.733559
  nChanged 2
		SP:Iteration 40F (14074.610000 sec): 3 clusters
  Score: Raw -155622.936647 + Penalty 2492.130455 = -153130.806192
  nChanged 3
		SP:Iteration 41Q (14074.830000 sec): 3 clusters
  Score: Raw -155624.024264 + Penalty 2492.130455 = -153131.893809
  nChanged 0
		SP:Iteration 42F (14075.020000 sec): 3 clusters
  Score: Raw -155624.024264 + Penalty 2492.130455 = -153131.893809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14075.090000 sec): 2 clusters
  Score: Raw -103877.441383 + Penalty 1169.461568 = -102707.979815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14075.340000 sec): 3 clusters
  Score: Raw -103379.579151 + Penalty 2338.923136 = -101040.656016
  nChanged 428
		SP:Iteration 1F (14075.550000 sec): 3 clusters
  Score: Raw -103666.902389 + Penalty 2338.923136 = -101327.979254
  nChanged 109
		SP:Iteration 2F (14075.720000 sec): 3 clusters
  Score: Raw -103783.236381 + Penalty 2338.923136 = -101444.313245
  nChanged 67
		SP:Iteration 3F (14075.950000 sec): 3 clusters
  Score: Raw -103858.783520 + Penalty 2338.923136 = -101519.860384
  nChanged 61
		SP:Iteration 4Q (14076.140000 sec): 3 clusters
  Score: Raw -103932.725937 + Penalty 2338.923136 = -101593.802802
  nChanged 51
		SP:Iteration 5Q (14076.350000 sec): 3 clusters
  Score: Raw -103973.554477 + Penalty 2338.923136 = -101634.631341
  nChanged 26
		SP:Iteration 6Q (14076.490000 sec): 3 clusters
  Score: Raw -103997.544999 + Penalty 2338.923136 = -101658.621863
  nChanged 30
		SP:Iteration 7Q (14076.700000 sec): 3 clusters
  Score: Raw -104016.892491 + Penalty 2338.923136 = -101677.969356
  nChanged 23
		SP:Iteration 8Q (14076.860000 sec): 3 clusters
  Score: Raw -104031.720896 + Penalty 2338.923136 = -101692.797760
  nChanged 21
		SP:Iteration 9Q (14077.080000 sec): 3 clusters
  Score: Raw -104044.122070 + Penalty 2338.923136 = -101705.198935
  nChanged 15
		SP:Iteration 10Q (14077.310000 sec): 3 clusters
  Score: Raw -104052.173121 + Penalty 2338.923136 = -101713.249985
  nChanged 11
		SP:Iteration 11Q (14077.510000 sec): 3 clusters
  Score: Raw -104057.992112 + Penalty 2338.923136 = -101719.068977
  nChanged 13
		SP:Iteration 12Q (14077.720000 sec): 3 clusters
  Score: Raw -104064.074552 + Penalty 2338.923136 = -101725.151416
  nChanged 8
		SP:Iteration 13Q (14077.860000 sec): 3 clusters
  Score: Raw -104068.202159 + Penalty 2338.923136 = -101729.279024
  nChanged 10
		SP:Iteration 14Q (14078.010000 sec): 3 clusters
  Score: Raw -104074.784977 + Penalty 2338.923136 = -101735.861842
  nChanged 6
		SP:Iteration 15Q (14078.240000 sec): 3 clusters
  Score: Raw -104079.683369 + Penalty 2338.923136 = -101740.760234
  nChanged 5
		SP:Iteration 16Q (14078.400000 sec): 3 clusters
  Score: Raw -104082.664025 + Penalty 2338.923136 = -101743.740890
  nChanged 6
		SP:Iteration 17Q (14078.610000 sec): 3 clusters
  Score: Raw -104084.462800 + Penalty 2338.923136 = -101745.539664
  nChanged 3
		SP:Iteration 18Q (14078.760000 sec): 3 clusters
  Score: Raw -104086.300066 + Penalty 2338.923136 = -101747.376930
  nChanged 3
		SP:Iteration 19Q (14078.910000 sec): 3 clusters
  Score: Raw -104088.374397 + Penalty 2338.923136 = -101749.451261
  nChanged 5
		SP:Iteration 20F (14079.090000 sec): 3 clusters
  Score: Raw -104090.551914 + Penalty 2338.923136 = -101751.628779
  nChanged 4
		SP:Iteration 21Q (14079.250000 sec): 3 clusters
  Score: Raw -104092.568805 + Penalty 2338.923136 = -101753.645670
  nChanged 4
		SP:Iteration 22Q (14079.450000 sec): 3 clusters
  Score: Raw -104097.172543 + Penalty 2338.923136 = -101758.249408
  nChanged 5
		SP:Iteration 23Q (14079.600000 sec): 3 clusters
  Score: Raw -104098.762203 + Penalty 2338.923136 = -101759.839068
  nChanged 3
		SP:Iteration 24Q (14079.750000 sec): 3 clusters
  Score: Raw -104099.535009 + Penalty 2338.923136 = -101760.611873
  nChanged 3
		SP:Iteration 25Q (14079.950000 sec): 3 clusters
  Score: Raw -104102.135388 + Penalty 2338.923136 = -101763.212252
  nChanged 3
		SP:Iteration 26Q (14080.120000 sec): 3 clusters
  Score: Raw -104104.721633 + Penalty 2338.923136 = -101765.798498
  nChanged 2
		SP:Iteration 27Q (14080.290000 sec): 3 clusters
  Score: Raw -104105.246757 + Penalty 2338.923136 = -101766.323621
  nChanged 0
		SP:Iteration 28F (14080.480000 sec): 3 clusters
  Score: Raw -104105.246757 + Penalty 2338.923136 = -101766.323621
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 96 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14080.570000 sec): 2 clusters
  Score: Raw -219110.327296 + Penalty 1280.569281 = -217829.758015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14080.770000 sec): 3 clusters
  Score: Raw -217914.179633 + Penalty 2561.138562 = -215353.041071
  nChanged 946
		SP:Iteration 1F (14080.950000 sec): 3 clusters
  Score: Raw -218461.194441 + Penalty 2561.138562 = -215900.055879
  nChanged 177
		SP:Iteration 2F (14081.170000 sec): 3 clusters
  Score: Raw -218576.833801 + Penalty 2561.138562 = -216015.695239
  nChanged 126
		SP:Iteration 3Q (14081.370000 sec): 3 clusters
  Score: Raw -218640.036880 + Penalty 2561.138562 = -216078.898318
  nChanged 74
		SP:Iteration 4Q (14081.580000 sec): 3 clusters
  Score: Raw -218671.998979 + Penalty 2561.138562 = -216110.860417
  nChanged 50
		SP:Iteration 5Q (14081.770000 sec): 3 clusters
  Score: Raw -218692.569491 + Penalty 2561.138562 = -216131.430929
  nChanged 44
		SP:Iteration 6Q (14081.930000 sec): 3 clusters
  Score: Raw -218715.647777 + Penalty 2561.138562 = -216154.509215
  nChanged 45
		SP:Iteration 7Q (14082.110000 sec): 3 clusters
  Score: Raw -218736.671809 + Penalty 2561.138562 = -216175.533247
  nChanged 43
		SP:Iteration 8Q (14082.310000 sec): 3 clusters
  Score: Raw -218757.739631 + Penalty 2561.138562 = -216196.601069
  nChanged 36
		SP:Iteration 9Q (14082.500000 sec): 3 clusters
  Score: Raw -218773.877429 + Penalty 2561.138562 = -216212.738867
  nChanged 31
		SP:Iteration 10Q (14082.670000 sec): 3 clusters
  Score: Raw -218788.801754 + Penalty 2561.138562 = -216227.663192
  nChanged 26
		SP:Iteration 11Q (14082.830000 sec): 3 clusters
  Score: Raw -218798.555385 + Penalty 2561.138562 = -216237.416823
  nChanged 18
		SP:Iteration 12Q (14083.070000 sec): 3 clusters
  Score: Raw -218804.826420 + Penalty 2561.138562 = -216243.687858
  nChanged 9
		SP:Iteration 13Q (14083.280000 sec): 3 clusters
  Score: Raw -218808.715324 + Penalty 2561.138562 = -216247.576763
  nChanged 10
		SP:Iteration 14Q (14083.470000 sec): 3 clusters
  Score: Raw -218812.431354 + Penalty 2561.138562 = -216251.292793
  nChanged 5
		SP:Iteration 15Q (14083.650000 sec): 3 clusters
  Score: Raw -218814.060435 + Penalty 2561.138562 = -216252.921873
  nChanged 4
		SP:Iteration 16Q (14083.870000 sec): 3 clusters
  Score: Raw -218815.881056 + Penalty 2561.138562 = -216254.742494
  nChanged 2
		SP:Iteration 17Q (14084.080000 sec): 3 clusters
  Score: Raw -218816.712468 + Penalty 2561.138562 = -216255.573906
  nChanged 2
		SP:Iteration 18Q (14084.240000 sec): 3 clusters
  Score: Raw -218817.230234 + Penalty 2561.138562 = -216256.091672
  nChanged 0
		SP:Iteration 19F (14084.420000 sec): 3 clusters
  Score: Raw -218817.230234 + Penalty 2561.138562 = -216256.091672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 97 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14084.550000 sec): 2 clusters
  Score: Raw -47679.502165 + Penalty 1039.230010 = -46640.272155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14084.730000 sec): 3 clusters
  Score: Raw -47572.548676 + Penalty 2078.460019 = -45494.088656
  nChanged 156
		SP:Iteration 1F (14084.890000 sec): 3 clusters
  Score: Raw -47770.676751 + Penalty 2078.460019 = -45692.216731
  nChanged 31
		SP:Iteration 2F (14085.050000 sec): 3 clusters
  Score: Raw -47809.148608 + Penalty 2078.460019 = -45730.688589
  nChanged 20
		SP:Iteration 3Q (14085.310000 sec): 3 clusters
  Score: Raw -47842.349222 + Penalty 2078.460019 = -45763.889202
  nChanged 23
		SP:Iteration 4Q (14085.470000 sec): 3 clusters
  Score: Raw -47895.447876 + Penalty 2078.460019 = -45816.987857
  nChanged 28
		SP:Iteration 5Q (14085.650000 sec): 3 clusters
  Score: Raw -47964.781821 + Penalty 2078.460019 = -45886.321802
  nChanged 25
		SP:Iteration 6Q (14085.820000 sec): 3 clusters
  Score: Raw -48058.245567 + Penalty 2078.460019 = -45979.785548
  nChanged 28
		SP:Iteration 7Q (14086.040000 sec): 3 clusters
  Score: Raw -48248.642606 + Penalty 2078.460019 = -46170.182587
  nChanged 33
		SP:Iteration 8F (14086.200000 sec): 3 clusters
  Score: Raw -48472.104482 + Penalty 2078.460019 = -46393.644463
  nChanged 36
		SP:Iteration 9F (14086.410000 sec): 3 clusters
  Score: Raw -48561.333073 + Penalty 2078.460019 = -46482.873054
  nChanged 24
		SP:Iteration 10Q (14086.580000 sec): 3 clusters
  Score: Raw -48623.307173 + Penalty 2078.460019 = -46544.847154
  nChanged 9
		SP:Iteration 11Q (14086.760000 sec): 3 clusters
  Score: Raw -48643.771805 + Penalty 2078.460019 = -46565.311785
  nChanged 9
		SP:Iteration 12Q (14086.950000 sec): 3 clusters
  Score: Raw -48664.205545 + Penalty 2078.460019 = -46585.745525
  nChanged 6
		SP:Iteration 13Q (14087.150000 sec): 3 clusters
  Score: Raw -48677.294781 + Penalty 2078.460019 = -46598.834761
  nChanged 3
		SP:Iteration 14Q (14087.310000 sec): 3 clusters
  Score: Raw -48685.956382 + Penalty 2078.460019 = -46607.496362
  nChanged 4
		SP:Iteration 15Q (14087.470000 sec): 3 clusters
  Score: Raw -48693.742563 + Penalty 2078.460019 = -46615.282543
  nChanged 1
		SP:Iteration 16Q (14087.640000 sec): 3 clusters
  Score: Raw -48697.033844 + Penalty 2078.460019 = -46618.573824
  nChanged 2
		SP:Iteration 17Q (14087.830000 sec): 3 clusters
  Score: Raw -48704.296779 + Penalty 2078.460019 = -46625.836759
  nChanged 0
		SP:Iteration 18F (14088.000000 sec): 3 clusters
  Score: Raw -48704.296779 + Penalty 2078.460019 = -46625.836759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 98 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14088.110000 sec): 2 clusters
  Score: Raw -74239.898933 + Penalty 1114.516818 = -73125.382114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14088.250000 sec): 3 clusters
  Score: Raw -73981.722214 + Penalty 2229.033636 = -71752.688578
  nChanged 262
		SP:Iteration 1F (14088.420000 sec): 3 clusters
  Score: Raw -74236.588190 + Penalty 2229.033636 = -72007.554554
  nChanged 66
		SP:Iteration 2F (14088.560000 sec): 3 clusters
  Score: Raw -74299.471098 + Penalty 2229.033636 = -72070.437462
  nChanged 31
		SP:Iteration 3Q (14088.750000 sec): 3 clusters
  Score: Raw -74328.404421 + Penalty 2229.033636 = -72099.370784
  nChanged 21
		SP:Iteration 4Q (14088.890000 sec): 3 clusters
  Score: Raw -74344.283801 + Penalty 2229.033636 = -72115.250165
  nChanged 13
		SP:Iteration 5Q (14089.080000 sec): 3 clusters
  Score: Raw -74354.357453 + Penalty 2229.033636 = -72125.323816
  nChanged 5
		SP:Iteration 6Q (14089.230000 sec): 3 clusters
  Score: Raw -74361.481713 + Penalty 2229.033636 = -72132.448077
  nChanged 12
		SP:Iteration 7Q (14089.400000 sec): 3 clusters
  Score: Raw -74369.682782 + Penalty 2229.033636 = -72140.649145
  nChanged 5
		SP:Iteration 8Q (14089.570000 sec): 3 clusters
  Score: Raw -74376.660992 + Penalty 2229.033636 = -72147.627355
  nChanged 5
		SP:Iteration 9Q (14089.780000 sec): 3 clusters
  Score: Raw -74383.013991 + Penalty 2229.033636 = -72153.980355
  nChanged 5
		SP:Iteration 10Q (14090.000000 sec): 3 clusters
  Score: Raw -74387.512852 + Penalty 2229.033636 = -72158.479216
  nChanged 5
		SP:Iteration 11Q (14090.120000 sec): 3 clusters
  Score: Raw -74392.681524 + Penalty 2229.033636 = -72163.647887
  nChanged 2
		SP:Iteration 12Q (14090.320000 sec): 3 clusters
  Score: Raw -74393.201330 + Penalty 2229.033636 = -72164.167694
  nChanged 0
		SP:Iteration 13F (14090.490000 sec): 3 clusters
  Score: Raw -74393.201330 + Penalty 2229.033636 = -72164.167694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 99 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14090.580000 sec): 2 clusters
  Score: Raw -14026.536054 + Penalty 843.855488 = -13182.680565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14090.740000 sec): 3 clusters
  Score: Raw -14150.756398 + Penalty 1687.710977 = -12463.045421
  nChanged 20
		SP:Iteration 1F (14090.950000 sec): 3 clusters
  Score: Raw -14216.251650 + Penalty 1687.710977 = -12528.540674
  nChanged 9
		SP:Iteration 2Q (14091.120000 sec): 3 clusters
  Score: Raw -14247.382957 + Penalty 1687.710977 = -12559.671980
  nChanged 1
		SP:Iteration 3Q (14091.350000 sec): 3 clusters
  Score: Raw -14256.022000 + Penalty 1687.710977 = -12568.311024
  nChanged 1
		SP:Iteration 4Q (14091.540000 sec): 3 clusters
  Score: Raw -14263.795024 + Penalty 1687.710977 = -12576.084047
  nChanged 0
		SP:Iteration 5F (14091.690000 sec): 3 clusters
  Score: Raw -14263.795024 + Penalty 1687.710977 = -12576.084047
  nChanged 0
Iteration 276F (14186.300000 sec): 101 clusters
  Score: Raw -34899489.734120 + Penalty 211626.304794 = -34687863.429325
  nChanged 293
Iteration 277F (14289.790000 sec): 101 clusters
  Score: Raw -34899587.110763 + Penalty 211626.304794 = -34687960.805969
  nChanged 100
Iteration 278Q (14347.270000 sec): 101 clusters
  Score: Raw -34899613.193465 + Penalty 211626.304794 = -34687986.888671
  nChanged 43
Iteration 279Q (14403.400000 sec): 101 clusters
  Score: Raw -34899622.370156 + Penalty 211626.304794 = -34687996.065362
  nChanged 25
Iteration 280F (14499.890000 sec): 101 clusters
  Score: Raw -34899628.032567 + Penalty 211626.304794 = -34688001.727773
  nChanged 20
Iteration 281Q (14565.120000 sec): 101 clusters
  Score: Raw -34899633.507453 + Penalty 211626.304794 = -34688007.202658
  nChanged 13
Iteration 282Q (14636.510000 sec): 101 clusters
  Score: Raw -34899635.375671 + Penalty 211626.304794 = -34688009.070876
  nChanged 9
Iteration 283Q (14700.160000 sec): 101 clusters
  Score: Raw -34899637.069851 + Penalty 211626.304794 = -34688010.765057
  nChanged 10
Iteration 284Q (14763.290000 sec): 101 clusters
  Score: Raw -34899639.206826 + Penalty 211626.304794 = -34688012.902031
  nChanged 9
Iteration 285Q (14817.290000 sec): 101 clusters
  Score: Raw -34899640.591395 + Penalty 211626.304794 = -34688014.286601
  nChanged 7
Iteration 286Q (14877.550000 sec): 101 clusters
  Score: Raw -34899641.536727 + Penalty 211626.304794 = -34688015.231933
  nChanged 4
Iteration 287Q (14933.720000 sec): 101 clusters
  Score: Raw -34899642.606758 + Penalty 211626.304794 = -34688016.301963
  nChanged 2
Iteration 288Q (14985.710000 sec): 101 clusters
  Score: Raw -34899642.716712 + Penalty 211626.304794 = -34688016.411918
  nChanged 2
Iteration 289Q (15035.000000 sec): 101 clusters
  Score: Raw -34899642.783364 + Penalty 211626.304794 = -34688016.478569
  nChanged 0
Iteration 290F (15120.180000 sec): 101 clusters
  Score: Raw -34899642.783364 + Penalty 211626.304794 = -34688016.478569
  nChanged 0
Compute initial score before splitting:   Score: Raw -34899642.783364 + Penalty 211626.304794 = -34688016.478569
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15120.280000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15120.480000 sec): 3 clusters
  Score: Raw -110695.572012 + Penalty 2345.430583 = -108350.141429
  nChanged 458
		SP:Iteration 1F (15120.630000 sec): 3 clusters
  Score: Raw -111072.168169 + Penalty 2345.430583 = -108726.737586
  nChanged 117
		SP:Iteration 2F (15120.810000 sec): 3 clusters
  Score: Raw -111196.709703 + Penalty 2345.430583 = -108851.279120
  nChanged 71
		SP:Iteration 3F (15120.980000 sec): 3 clusters
  Score: Raw -111294.877155 + Penalty 2345.430583 = -108949.446572
  nChanged 61
		SP:Iteration 4Q (15121.160000 sec): 3 clusters
  Score: Raw -111441.642513 + Penalty 2345.430583 = -109096.211929
  nChanged 62
		SP:Iteration 5Q (15121.310000 sec): 3 clusters
  Score: Raw -111531.450327 + Penalty 2345.430583 = -109186.019744
  nChanged 37
		SP:Iteration 6Q (15121.460000 sec): 3 clusters
  Score: Raw -111574.839366 + Penalty 2345.430583 = -109229.408782
  nChanged 41
		SP:Iteration 7Q (15121.660000 sec): 3 clusters
  Score: Raw -111629.796170 + Penalty 2345.430583 = -109284.365587
  nChanged 29
		SP:Iteration 8Q (15121.780000 sec): 3 clusters
  Score: Raw -111657.592413 + Penalty 2345.430583 = -109312.161830
  nChanged 19
		SP:Iteration 9Q (15121.920000 sec): 3 clusters
  Score: Raw -111675.109422 + Penalty 2345.430583 = -109329.678839
  nChanged 11
		SP:Iteration 10Q (15122.070000 sec): 3 clusters
  Score: Raw -111681.560954 + Penalty 2345.430583 = -109336.130371
  nChanged 7
		SP:Iteration 11Q (15122.210000 sec): 3 clusters
  Score: Raw -111686.892950 + Penalty 2345.430583 = -109341.462367
  nChanged 7
		SP:Iteration 12Q (15122.310000 sec): 3 clusters
  Score: Raw -111692.310113 + Penalty 2345.430583 = -109346.879530
  nChanged 4
		SP:Iteration 13Q (15122.490000 sec): 3 clusters
  Score: Raw -111694.330531 + Penalty 2345.430583 = -109348.899948
  nChanged 1
		SP:Iteration 14Q (15122.640000 sec): 3 clusters
  Score: Raw -111694.614196 + Penalty 2345.430583 = -109349.183613
  nChanged 0
		SP:Iteration 15F (15122.780000 sec): 3 clusters
  Score: Raw -111694.614196 + Penalty 2345.430583 = -109349.183613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15122.890000 sec): 2 clusters
  Score: Raw -228735.441577 + Penalty 1287.131573 = -227448.310004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15123.090000 sec): 3 clusters
  Score: Raw -227519.575604 + Penalty 2574.263146 = -224945.312458
  nChanged 983
		SP:Iteration 1F (15123.260000 sec): 3 clusters
  Score: Raw -228220.645998 + Penalty 2574.263146 = -225646.382852
  nChanged 283
		SP:Iteration 2F (15123.430000 sec): 3 clusters
  Score: Raw -228561.879111 + Penalty 2574.263146 = -225987.615965
  nChanged 252
		SP:Iteration 3F (15123.610000 sec): 3 clusters
  Score: Raw -228904.575326 + Penalty 2574.263146 = -226330.312180
  nChanged 211
		SP:Iteration 4F (15123.800000 sec): 3 clusters
  Score: Raw -229158.039439 + Penalty 2574.263146 = -226583.776293
  nChanged 160
		SP:Iteration 5F (15123.950000 sec): 3 clusters
  Score: Raw -229306.591476 + Penalty 2574.263146 = -226732.328331
  nChanged 80
		SP:Iteration 6Q (15124.130000 sec): 3 clusters
  Score: Raw -229376.875943 + Penalty 2574.263146 = -226802.612798
  nChanged 53
		SP:Iteration 7Q (15124.330000 sec): 3 clusters
  Score: Raw -229416.996727 + Penalty 2574.263146 = -226842.733582
  nChanged 46
		SP:Iteration 8Q (15124.480000 sec): 3 clusters
  Score: Raw -229451.022634 + Penalty 2574.263146 = -226876.759488
  nChanged 37
		SP:Iteration 9Q (15124.630000 sec): 3 clusters
  Score: Raw -229474.914677 + Penalty 2574.263146 = -226900.651531
  nChanged 35
		SP:Iteration 10Q (15124.780000 sec): 3 clusters
  Score: Raw -229494.134430 + Penalty 2574.263146 = -226919.871284
  nChanged 30
		SP:Iteration 11Q (15124.890000 sec): 3 clusters
  Score: Raw -229506.845639 + Penalty 2574.263146 = -226932.582494
  nChanged 18
		SP:Iteration 12Q (15125.040000 sec): 3 clusters
  Score: Raw -229514.668306 + Penalty 2574.263146 = -226940.405161
  nChanged 13
		SP:Iteration 13Q (15125.220000 sec): 3 clusters
  Score: Raw -229521.533185 + Penalty 2574.263146 = -226947.270039
  nChanged 10
		SP:Iteration 14Q (15125.400000 sec): 3 clusters
  Score: Raw -229526.596575 + Penalty 2574.263146 = -226952.333430
  nChanged 9
		SP:Iteration 15Q (15125.530000 sec): 3 clusters
  Score: Raw -229531.042378 + Penalty 2574.263146 = -226956.779232
  nChanged 4
		SP:Iteration 16Q (15125.680000 sec): 3 clusters
  Score: Raw -229532.432926 + Penalty 2574.263146 = -226958.169780
  nChanged 5
		SP:Iteration 17Q (15125.850000 sec): 3 clusters
  Score: Raw -229533.842372 + Penalty 2574.263146 = -226959.579226
  nChanged 4
		SP:Iteration 18Q (15125.990000 sec): 3 clusters
  Score: Raw -229535.126910 + Penalty 2574.263146 = -226960.863764
  nChanged 2
		SP:Iteration 19Q (15126.140000 sec): 3 clusters
  Score: Raw -229535.836186 + Penalty 2574.263146 = -226961.573040
  nChanged 3
		SP:Iteration 20F (15126.290000 sec): 3 clusters
  Score: Raw -229536.813295 + Penalty 2574.263146 = -226962.550150
  nChanged 4
		SP:Iteration 21Q (15126.430000 sec): 3 clusters
  Score: Raw -229537.923197 + Penalty 2574.263146 = -226963.660051
  nChanged 3
		SP:Iteration 22Q (15126.580000 sec): 3 clusters
  Score: Raw -229538.775989 + Penalty 2574.263146 = -226964.512843
  nChanged 1
		SP:Iteration 23Q (15126.720000 sec): 3 clusters
  Score: Raw -229539.022042 + Penalty 2574.263146 = -226964.758896
  nChanged 1
		SP:Iteration 24Q (15126.880000 sec): 3 clusters
  Score: Raw -229539.241606 + Penalty 2574.263146 = -226964.978460
  nChanged 0
		SP:Iteration 25F (15127.040000 sec): 3 clusters
  Score: Raw -229539.241606 + Penalty 2574.263146 = -226964.978460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15127.120000 sec): 2 clusters
  Score: Raw -97489.776728 + Penalty 1161.861486 = -96327.915242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15127.260000 sec): 3 clusters
  Score: Raw -97011.620184 + Penalty 2323.722972 = -94687.897212
  nChanged 384
		SP:Iteration 1F (15127.450000 sec): 3 clusters
  Score: Raw -97334.969235 + Penalty 2323.722972 = -95011.246263
  nChanged 109
		SP:Iteration 2F (15127.660000 sec): 3 clusters
  Score: Raw -97458.834843 + Penalty 2323.722972 = -95135.111871
  nChanged 75
		SP:Iteration 3F (15127.860000 sec): 3 clusters
  Score: Raw -97561.803926 + Penalty 2323.722972 = -95238.080955
  nChanged 69
		SP:Iteration 4F (15128.000000 sec): 3 clusters
  Score: Raw -97657.009264 + Penalty 2323.722972 = -95333.286292
  nChanged 58
		SP:Iteration 5Q (15128.210000 sec): 3 clusters
  Score: Raw -97749.559907 + Penalty 2323.722972 = -95425.836935
  nChanged 56
		SP:Iteration 6Q (15128.360000 sec): 3 clusters
  Score: Raw -97859.457102 + Penalty 2323.722972 = -95535.734130
  nChanged 70
		SP:Iteration 7F (15128.590000 sec): 3 clusters
  Score: Raw -97999.346411 + Penalty 2323.722972 = -95675.623440
  nChanged 58
		SP:Iteration 8Q (15128.750000 sec): 3 clusters
  Score: Raw -98109.633148 + Penalty 2323.722972 = -95785.910176
  nChanged 58
		SP:Iteration 9Q (15128.980000 sec): 3 clusters
  Score: Raw -98208.393502 + Penalty 2323.722972 = -95884.670530
  nChanged 48
		SP:Iteration 10Q (15129.140000 sec): 3 clusters
  Score: Raw -98289.019068 + Penalty 2323.722972 = -95965.296096
  nChanged 36
		SP:Iteration 11Q (15129.330000 sec): 3 clusters
  Score: Raw -98341.421691 + Penalty 2323.722972 = -96017.698719
  nChanged 31
		SP:Iteration 12Q (15129.500000 sec): 3 clusters
  Score: Raw -98375.499537 + Penalty 2323.722972 = -96051.776565
  nChanged 25
		SP:Iteration 13Q (15129.710000 sec): 3 clusters
  Score: Raw -98408.057829 + Penalty 2323.722972 = -96084.334858
  nChanged 13
		SP:Iteration 14Q (15129.850000 sec): 3 clusters
  Score: Raw -98426.057267 + Penalty 2323.722972 = -96102.334295
  nChanged 11
		SP:Iteration 15Q (15130.020000 sec): 3 clusters
  Score: Raw -98436.001836 + Penalty 2323.722972 = -96112.278865
  nChanged 7
		SP:Iteration 16Q (15130.200000 sec): 3 clusters
  Score: Raw -98441.680487 + Penalty 2323.722972 = -96117.957515
  nChanged 2
		SP:Iteration 17Q (15130.330000 sec): 3 clusters
  Score: Raw -98445.834111 + Penalty 2323.722972 = -96122.111139
  nChanged 3
		SP:Iteration 18Q (15130.510000 sec): 3 clusters
  Score: Raw -98449.188498 + Penalty 2323.722972 = -96125.465526
  nChanged 2
		SP:Iteration 19Q (15130.650000 sec): 3 clusters
  Score: Raw -98450.508669 + Penalty 2323.722972 = -96126.785698
  nChanged 2
		SP:Iteration 20F (15130.820000 sec): 3 clusters
  Score: Raw -98452.777915 + Penalty 2323.722972 = -96129.054943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15130.920000 sec): 2 clusters
  Score: Raw -231143.797896 + Penalty 1290.691600 = -229853.106296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15131.090000 sec): 3 clusters
  Score: Raw -229825.277053 + Penalty 2581.383201 = -227243.893852
  nChanged 1052
		SP:Iteration 1F (15131.260000 sec): 3 clusters
  Score: Raw -230482.828838 + Penalty 2581.383201 = -227901.445637
  nChanged 237
		SP:Iteration 2F (15131.390000 sec): 3 clusters
  Score: Raw -230677.497357 + Penalty 2581.383201 = -228096.114156
  nChanged 195
		SP:Iteration 3F (15131.550000 sec): 3 clusters
  Score: Raw -230831.446458 + Penalty 2581.383201 = -228250.063257
  nChanged 151
		SP:Iteration 4F (15131.690000 sec): 3 clusters
  Score: Raw -230947.755013 + Penalty 2581.383201 = -228366.371812
  nChanged 107
		SP:Iteration 5Q (15131.870000 sec): 3 clusters
  Score: Raw -231025.408735 + Penalty 2581.383201 = -228444.025534
  nChanged 100
		SP:Iteration 6Q (15132.040000 sec): 3 clusters
  Score: Raw -231087.765304 + Penalty 2581.383201 = -228506.382104
  nChanged 69
		SP:Iteration 7Q (15132.210000 sec): 3 clusters
  Score: Raw -231134.760999 + Penalty 2581.383201 = -228553.377798
  nChanged 67
		SP:Iteration 8Q (15132.390000 sec): 3 clusters
  Score: Raw -231176.864763 + Penalty 2581.383201 = -228595.481562
  nChanged 51
		SP:Iteration 9Q (15132.580000 sec): 3 clusters
  Score: Raw -231203.858807 + Penalty 2581.383201 = -228622.475606
  nChanged 41
		SP:Iteration 10Q (15132.760000 sec): 3 clusters
  Score: Raw -231227.957816 + Penalty 2581.383201 = -228646.574616
  nChanged 31
		SP:Iteration 11Q (15132.950000 sec): 3 clusters
  Score: Raw -231245.040280 + Penalty 2581.383201 = -228663.657079
  nChanged 23
		SP:Iteration 12Q (15133.230000 sec): 3 clusters
  Score: Raw -231256.648523 + Penalty 2581.383201 = -228675.265322
  nChanged 24
		SP:Iteration 13Q (15133.460000 sec): 3 clusters
  Score: Raw -231269.975620 + Penalty 2581.383201 = -228688.592419
  nChanged 22
		SP:Iteration 14Q (15133.710000 sec): 3 clusters
  Score: Raw -231282.003104 + Penalty 2581.383201 = -228700.619903
  nChanged 17
		SP:Iteration 15Q (15133.920000 sec): 3 clusters
  Score: Raw -231294.308529 + Penalty 2581.383201 = -228712.925328
  nChanged 20
		SP:Iteration 16Q (15134.130000 sec): 3 clusters
  Score: Raw -231304.697337 + Penalty 2581.383201 = -228723.314136
  nChanged 15
		SP:Iteration 17Q (15134.300000 sec): 3 clusters
  Score: Raw -231312.595665 + Penalty 2581.383201 = -228731.212465
  nChanged 16
		SP:Iteration 18Q (15134.460000 sec): 3 clusters
  Score: Raw -231321.849247 + Penalty 2581.383201 = -228740.466047
  nChanged 7
		SP:Iteration 19Q (15134.650000 sec): 3 clusters
  Score: Raw -231324.502371 + Penalty 2581.383201 = -228743.119170
  nChanged 4
		SP:Iteration 20F (15134.820000 sec): 3 clusters
  Score: Raw -231326.525214 + Penalty 2581.383201 = -228745.142014
  nChanged 4
		SP:Iteration 21Q (15134.970000 sec): 3 clusters
  Score: Raw -231329.493766 + Penalty 2581.383201 = -228748.110566
  nChanged 7
		SP:Iteration 22Q (15135.140000 sec): 3 clusters
  Score: Raw -231332.773267 + Penalty 2581.383201 = -228751.390067
  nChanged 7
		SP:Iteration 23Q (15135.320000 sec): 3 clusters
  Score: Raw -231335.861616 + Penalty 2581.383201 = -228754.478416
  nChanged 3
		SP:Iteration 24Q (15135.510000 sec): 3 clusters
  Score: Raw -231338.026133 + Penalty 2581.383201 = -228756.642932
  nChanged 6
		SP:Iteration 25Q (15135.700000 sec): 3 clusters
  Score: Raw -231344.065273 + Penalty 2581.383201 = -228762.682073
  nChanged 10
		SP:Iteration 26Q (15135.840000 sec): 3 clusters
  Score: Raw -231349.444498 + Penalty 2581.383201 = -228768.061297
  nChanged 6
		SP:Iteration 27Q (15136.020000 sec): 3 clusters
  Score: Raw -231352.938490 + Penalty 2581.383201 = -228771.555289
  nChanged 2
		SP:Iteration 28Q (15136.180000 sec): 3 clusters
  Score: Raw -231353.591620 + Penalty 2581.383201 = -228772.208419
  nChanged 2
		SP:Iteration 29Q (15136.330000 sec): 3 clusters
  Score: Raw -231354.599129 + Penalty 2581.383201 = -228773.215929
  nChanged 3
		SP:Iteration 30Q (15136.460000 sec): 3 clusters
  Score: Raw -231356.961583 + Penalty 2581.383201 = -228775.578382
  nChanged 2
		SP:Iteration 31Q (15136.620000 sec): 3 clusters
  Score: Raw -231357.481805 + Penalty 2581.383201 = -228776.098604
  nChanged 1
		SP:Iteration 32Q (15136.780000 sec): 3 clusters
  Score: Raw -231358.313009 + Penalty 2581.383201 = -228776.929809
  nChanged 2
		SP:Iteration 33Q (15136.980000 sec): 3 clusters
  Score: Raw -231358.999521 + Penalty 2581.383201 = -228777.616320
  nChanged 1
		SP:Iteration 34Q (15137.130000 sec): 3 clusters
  Score: Raw -231359.952901 + Penalty 2581.383201 = -228778.569700
  nChanged 2
		SP:Iteration 35Q (15137.330000 sec): 3 clusters
  Score: Raw -231361.540349 + Penalty 2581.383201 = -228780.157148
  nChanged 0
		SP:Iteration 36F (15137.500000 sec): 3 clusters
  Score: Raw -231361.540349 + Penalty 2581.383201 = -228780.157148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15137.600000 sec): 2 clusters
  Score: Raw -79981.872458 + Penalty 1145.080183 = -78836.792275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15137.790000 sec): 3 clusters
  Score: Raw -79585.027969 + Penalty 2290.160365 = -77294.867603
  nChanged 356
		SP:Iteration 1F (15137.960000 sec): 3 clusters
  Score: Raw -79901.512133 + Penalty 2290.160365 = -77611.351768
  nChanged 87
		SP:Iteration 2F (15138.180000 sec): 3 clusters
  Score: Raw -79988.945916 + Penalty 2290.160365 = -77698.785551
  nChanged 53
		SP:Iteration 3Q (15138.310000 sec): 3 clusters
  Score: Raw -80056.739473 + Penalty 2290.160365 = -77766.579107
  nChanged 50
		SP:Iteration 4Q (15138.480000 sec): 3 clusters
  Score: Raw -80116.720206 + Penalty 2290.160365 = -77826.559840
  nChanged 54
		SP:Iteration 5Q (15138.680000 sec): 3 clusters
  Score: Raw -80173.415993 + Penalty 2290.160365 = -77883.255628
  nChanged 39
		SP:Iteration 6Q (15138.840000 sec): 3 clusters
  Score: Raw -80224.020118 + Penalty 2290.160365 = -77933.859752
  nChanged 38
		SP:Iteration 7Q (15139.050000 sec): 3 clusters
  Score: Raw -80275.864576 + Penalty 2290.160365 = -77985.704211
  nChanged 39
		SP:Iteration 8Q (15139.230000 sec): 3 clusters
  Score: Raw -80325.601113 + Penalty 2290.160365 = -78035.440748
  nChanged 32
		SP:Iteration 9Q (15139.430000 sec): 3 clusters
  Score: Raw -80379.425807 + Penalty 2290.160365 = -78089.265441
  nChanged 23
		SP:Iteration 10Q (15139.610000 sec): 3 clusters
  Score: Raw -80410.442224 + Penalty 2290.160365 = -78120.281858
  nChanged 24
		SP:Iteration 11Q (15139.750000 sec): 3 clusters
  Score: Raw -80448.168581 + Penalty 2290.160365 = -78158.008216
  nChanged 30
		SP:Iteration 12Q (15139.930000 sec): 3 clusters
  Score: Raw -80494.779029 + Penalty 2290.160365 = -78204.618664
  nChanged 42
		SP:Iteration 13Q (15140.100000 sec): 3 clusters
  Score: Raw -80562.160038 + Penalty 2290.160365 = -78271.999672
  nChanged 35
		SP:Iteration 14Q (15140.270000 sec): 3 clusters
  Score: Raw -80611.756121 + Penalty 2290.160365 = -78321.595755
  nChanged 30
		SP:Iteration 15Q (15140.440000 sec): 3 clusters
  Score: Raw -80673.840124 + Penalty 2290.160365 = -78383.679759
  nChanged 27
		SP:Iteration 16Q (15140.660000 sec): 3 clusters
  Score: Raw -80711.881327 + Penalty 2290.160365 = -78421.720962
  nChanged 13
		SP:Iteration 17Q (15140.830000 sec): 3 clusters
  Score: Raw -80723.709710 + Penalty 2290.160365 = -78433.549345
  nChanged 10
		SP:Iteration 18Q (15140.990000 sec): 3 clusters
  Score: Raw -80739.031770 + Penalty 2290.160365 = -78448.871405
  nChanged 11
		SP:Iteration 19Q (15141.210000 sec): 3 clusters
  Score: Raw -80749.354202 + Penalty 2290.160365 = -78459.193837
  nChanged 8
		SP:Iteration 20F (15141.360000 sec): 3 clusters
  Score: Raw -80754.382886 + Penalty 2290.160365 = -78464.222520
  nChanged 6
		SP:Iteration 21Q (15141.540000 sec): 3 clusters
  Score: Raw -80763.196067 + Penalty 2290.160365 = -78473.035702
  nChanged 5
		SP:Iteration 22Q (15141.740000 sec): 3 clusters
  Score: Raw -80768.342275 + Penalty 2290.160365 = -78478.181910
  nChanged 2
		SP:Iteration 23Q (15141.890000 sec): 3 clusters
  Score: Raw -80773.942039 + Penalty 2290.160365 = -78483.781674
  nChanged 2
		SP:Iteration 24Q (15142.060000 sec): 3 clusters
  Score: Raw -80777.527138 + Penalty 2290.160365 = -78487.366772
  nChanged 1
		SP:Iteration 25Q (15142.260000 sec): 3 clusters
  Score: Raw -80777.890349 + Penalty 2290.160365 = -78487.729984
  nChanged 0
		SP:Iteration 26F (15142.430000 sec): 3 clusters
  Score: Raw -80777.890349 + Penalty 2290.160365 = -78487.729984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15142.520000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15142.700000 sec): 3 clusters
  Score: Raw -139603.584231 + Penalty 2422.972008 = -137180.612223
  nChanged 599
		SP:Iteration 1F (15142.860000 sec): 3 clusters
  Score: Raw -140037.494776 + Penalty 2422.972008 = -137614.522768
  nChanged 174
		SP:Iteration 2F (15142.990000 sec): 3 clusters
  Score: Raw -140251.436379 + Penalty 2422.972008 = -137828.464372
  nChanged 140
		SP:Iteration 3F (15143.160000 sec): 3 clusters
  Score: Raw -140409.513181 + Penalty 2422.972008 = -137986.541173
  nChanged 93
		SP:Iteration 4F (15143.350000 sec): 3 clusters
  Score: Raw -140535.567377 + Penalty 2422.972008 = -138112.595369
  nChanged 79
		SP:Iteration 5Q (15143.570000 sec): 3 clusters
  Score: Raw -140617.766229 + Penalty 2422.972008 = -138194.794221
  nChanged 47
		SP:Iteration 6Q (15143.710000 sec): 3 clusters
  Score: Raw -140669.305439 + Penalty 2422.972008 = -138246.333431
  nChanged 35
		SP:Iteration 7Q (15143.870000 sec): 3 clusters
  Score: Raw -140700.971461 + Penalty 2422.972008 = -138277.999453
  nChanged 26
		SP:Iteration 8Q (15144.010000 sec): 3 clusters
  Score: Raw -140722.202956 + Penalty 2422.972008 = -138299.230948
  nChanged 15
		SP:Iteration 9Q (15144.190000 sec): 3 clusters
  Score: Raw -140739.998633 + Penalty 2422.972008 = -138317.026625
  nChanged 16
		SP:Iteration 10Q (15144.390000 sec): 3 clusters
  Score: Raw -140753.836216 + Penalty 2422.972008 = -138330.864208
  nChanged 9
		SP:Iteration 11Q (15144.580000 sec): 3 clusters
  Score: Raw -140761.505599 + Penalty 2422.972008 = -138338.533591
  nChanged 14
		SP:Iteration 12Q (15144.760000 sec): 3 clusters
  Score: Raw -140775.922944 + Penalty 2422.972008 = -138352.950936
  nChanged 12
		SP:Iteration 13Q (15144.920000 sec): 3 clusters
  Score: Raw -140785.120868 + Penalty 2422.972008 = -138362.148860
  nChanged 13
		SP:Iteration 14Q (15145.120000 sec): 3 clusters
  Score: Raw -140793.850027 + Penalty 2422.972008 = -138370.878019
  nChanged 6
		SP:Iteration 15Q (15145.320000 sec): 3 clusters
  Score: Raw -140798.582967 + Penalty 2422.972008 = -138375.610959
  nChanged 5
		SP:Iteration 16Q (15145.540000 sec): 3 clusters
  Score: Raw -140800.303959 + Penalty 2422.972008 = -138377.331951
  nChanged 1
		SP:Iteration 17Q (15145.690000 sec): 3 clusters
  Score: Raw -140800.609533 + Penalty 2422.972008 = -138377.637525
  nChanged 2
		SP:Iteration 18Q (15145.870000 sec): 3 clusters
  Score: Raw -140801.395711 + Penalty 2422.972008 = -138378.423703
  nChanged 0
		SP:Iteration 19F (15146.030000 sec): 3 clusters
  Score: Raw -140801.395711 + Penalty 2422.972008 = -138378.423703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (89272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.530000 sec): 2 clusters
  Score: Raw -6862997.914462 + Penalty 1852.409515 = -6861145.504947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15147.240000 sec): 3 clusters
  Score: Raw -6805020.068390 + Penalty 3704.819030 = -6801315.249360
  nChanged 42839
		SP:Iteration 1F (15147.880000 sec): 3 clusters
  Score: Raw -6830129.198895 + Penalty 3704.819030 = -6826424.379866
  nChanged 3943
		SP:Iteration 2Q (15148.510000 sec): 3 clusters
  Score: Raw -6831619.028746 + Penalty 3704.819030 = -6827914.209716
  nChanged 4489
		SP:Iteration 3F (15149.150000 sec): 3 clusters
  Score: Raw -6833582.401427 + Penalty 3704.819030 = -6829877.582397
  nChanged 4952
		SP:Iteration 4F (15149.780000 sec): 3 clusters
  Score: Raw -6836143.081880 + Penalty 3704.819030 = -6832438.262851
  nChanged 5350
		SP:Iteration 5F (15150.490000 sec): 3 clusters
  Score: Raw -6839407.822034 + Penalty 3704.819030 = -6835703.003004
  nChanged 5561
		SP:Iteration 6F (15151.170000 sec): 3 clusters
  Score: Raw -6842994.037504 + Penalty 3704.819030 = -6839289.218474
  nChanged 5469
		SP:Iteration 7F (15151.980000 sec): 3 clusters
  Score: Raw -6846353.297570 + Penalty 3704.819030 = -6842648.478540
  nChanged 4723
		SP:Iteration 8F (15152.580000 sec): 3 clusters
  Score: Raw -6848904.576052 + Penalty 3704.819030 = -6845199.757022
  nChanged 3916
		SP:Iteration 9Q (15153.220000 sec): 3 clusters
  Score: Raw -6850619.138880 + Penalty 3704.819030 = -6846914.319850
  nChanged 3006
		SP:Iteration 10Q (15153.820000 sec): 3 clusters
  Score: Raw -6851727.158546 + Penalty 3704.819030 = -6848022.339517
  nChanged 2269
		SP:Iteration 11Q (15154.450000 sec): 3 clusters
  Score: Raw -6852425.571758 + Penalty 3704.819030 = -6848720.752729
  nChanged 1734
		SP:Iteration 12Q (15155.080000 sec): 3 clusters
  Score: Raw -6852887.975002 + Penalty 3704.819030 = -6849183.155972
  nChanged 1451
		SP:Iteration 13Q (15155.770000 sec): 3 clusters
  Score: Raw -6853230.118892 + Penalty 3704.819030 = -6849525.299863
  nChanged 1223
		SP:Iteration 14Q (15156.390000 sec): 3 clusters
  Score: Raw -6853514.033525 + Penalty 3704.819030 = -6849809.214495
  nChanged 1114
		SP:Iteration 15Q (15157.000000 sec): 3 clusters
  Score: Raw -6853771.535946 + Penalty 3704.819030 = -6850066.716916
  nChanged 1049
		SP:Iteration 16Q (15157.620000 sec): 3 clusters
  Score: Raw -6854005.985051 + Penalty 3704.819030 = -6850301.166022
  nChanged 1019
		SP:Iteration 17Q (15158.200000 sec): 3 clusters
  Score: Raw -6854247.402552 + Penalty 3704.819030 = -6850542.583523
  nChanged 1019
		SP:Iteration 18Q (15158.850000 sec): 3 clusters
  Score: Raw -6854510.531209 + Penalty 3704.819030 = -6850805.712179
  nChanged 1032
		SP:Iteration 19Q (15159.490000 sec): 3 clusters
  Score: Raw -6854777.540765 + Penalty 3704.819030 = -6851072.721735
  nChanged 1003
		SP:Iteration 20F (15160.110000 sec): 3 clusters
  Score: Raw -6855026.661113 + Penalty 3704.819030 = -6851321.842083
  nChanged 971
		SP:Iteration 21Q (15160.740000 sec): 3 clusters
  Score: Raw -6855259.021165 + Penalty 3704.819030 = -6851554.202135
  nChanged 984
		SP:Iteration 22Q (15161.330000 sec): 3 clusters
  Score: Raw -6855486.907187 + Penalty 3704.819030 = -6851782.088157
  nChanged 1010
		SP:Iteration 23Q (15162.030000 sec): 3 clusters
  Score: Raw -6855740.027919 + Penalty 3704.819030 = -6852035.208890
  nChanged 1038
		SP:Iteration 24Q (15162.640000 sec): 3 clusters
  Score: Raw -6856016.658776 + Penalty 3704.819030 = -6852311.839746
  nChanged 1063
		SP:Iteration 25Q (15163.270000 sec): 3 clusters
  Score: Raw -6856316.083830 + Penalty 3704.819030 = -6852611.264801
  nChanged 1066
		SP:Iteration 26Q (15163.850000 sec): 3 clusters
  Score: Raw -6856633.515173 + Penalty 3704.819030 = -6852928.696144
  nChanged 1062
		SP:Iteration 27Q (15164.460000 sec): 3 clusters
  Score: Raw -6856982.417936 + Penalty 3704.819030 = -6853277.598906
  nChanged 1134
		SP:Iteration 28Q (15165.100000 sec): 3 clusters
  Score: Raw -6857375.852965 + Penalty 3704.819030 = -6853671.033936
  nChanged 1201
		SP:Iteration 29Q (15165.760000 sec): 3 clusters
  Score: Raw -6857806.577850 + Penalty 3704.819030 = -6854101.758820
  nChanged 1236
		SP:Iteration 30Q (15166.410000 sec): 3 clusters
  Score: Raw -6858263.745986 + Penalty 3704.819030 = -6854558.926956
  nChanged 1285
		SP:Iteration 31Q (15167.190000 sec): 3 clusters
  Score: Raw -6858758.780082 + Penalty 3704.819030 = -6855053.961052
  nChanged 1214
		SP:Iteration 32Q (15167.820000 sec): 3 clusters
  Score: Raw -6859220.267548 + Penalty 3704.819030 = -6855515.448519
  nChanged 1201
		SP:Iteration 33Q (15168.480000 sec): 3 clusters
  Score: Raw -6859657.368842 + Penalty 3704.819030 = -6855952.549812
  nChanged 1140
		SP:Iteration 34Q (15169.130000 sec): 3 clusters
  Score: Raw -6860090.964541 + Penalty 3704.819030 = -6856386.145512
  nChanged 1094
		SP:Iteration 35Q (15169.660000 sec): 3 clusters
  Score: Raw -6860503.951620 + Penalty 3704.819030 = -6856799.132590
  nChanged 1083
		SP:Iteration 36Q (15170.220000 sec): 3 clusters
  Score: Raw -6860902.751052 + Penalty 3704.819030 = -6857197.932023
  nChanged 1016
		SP:Iteration 37Q (15170.730000 sec): 3 clusters
  Score: Raw -6861270.065049 + Penalty 3704.819030 = -6857565.246019
  nChanged 947
		SP:Iteration 38Q (15171.340000 sec): 3 clusters
  Score: Raw -6861612.617275 + Penalty 3704.819030 = -6857907.798246
  nChanged 891
		SP:Iteration 39Q (15171.920000 sec): 3 clusters
  Score: Raw -6861932.419686 + Penalty 3704.819030 = -6858227.600657
  nChanged 802
		SP:Iteration 40F (15172.550000 sec): 3 clusters
  Score: Raw -6862217.424199 + Penalty 3704.819030 = -6858512.605169
  nChanged 735
		SP:Iteration 41Q (15173.160000 sec): 3 clusters
  Score: Raw -6862479.618910 + Penalty 3704.819030 = -6858774.799881
  nChanged 677
		SP:Iteration 42Q (15173.710000 sec): 3 clusters
  Score: Raw -6862715.184921 + Penalty 3704.819030 = -6859010.365892
  nChanged 557
		SP:Iteration 43Q (15174.260000 sec): 3 clusters
  Score: Raw -6862896.112007 + Penalty 3704.819030 = -6859191.292977
  nChanged 486
		SP:Iteration 44Q (15174.900000 sec): 3 clusters
  Score: Raw -6863042.334186 + Penalty 3704.819030 = -6859337.515157
  nChanged 418
		SP:Iteration 45Q (15175.470000 sec): 3 clusters
  Score: Raw -6863159.132320 + Penalty 3704.819030 = -6859454.313290
  nChanged 366
		SP:Iteration 46Q (15176.050000 sec): 3 clusters
  Score: Raw -6863257.964753 + Penalty 3704.819030 = -6859553.145723
  nChanged 305
		SP:Iteration 47Q (15176.640000 sec): 3 clusters
  Score: Raw -6863341.400469 + Penalty 3704.819030 = -6859636.581439
  nChanged 243
		SP:Iteration 48Q (15177.220000 sec): 3 clusters
  Score: Raw -6863406.765981 + Penalty 3704.819030 = -6859701.946952
  nChanged 210
		SP:Iteration 49Q (15177.800000 sec): 3 clusters
  Score: Raw -6863452.930954 + Penalty 3704.819030 = -6859748.111924
  nChanged 151
		SP:Iteration 50Q (15178.370000 sec): 3 clusters
  Score: Raw -6863485.889277 + Penalty 3704.819030 = -6859781.070248
  nChanged 135
		SP:Iteration 51Q (15178.950000 sec): 3 clusters
  Score: Raw -6863515.232592 + Penalty 3704.819030 = -6859810.413563
  nChanged 105
		SP:Iteration 52Q (15179.550000 sec): 3 clusters
  Score: Raw -6863535.579301 + Penalty 3704.819030 = -6859830.760272
  nChanged 105
		SP:Iteration 53Q (15180.110000 sec): 3 clusters
  Score: Raw -6863559.496450 + Penalty 3704.819030 = -6859854.677421
  nChanged 97
		SP:Iteration 54Q (15180.670000 sec): 3 clusters
  Score: Raw -6863580.721021 + Penalty 3704.819030 = -6859875.901991
  nChanged 78
		SP:Iteration 55Q (15181.220000 sec): 3 clusters
  Score: Raw -6863598.529601 + Penalty 3704.819030 = -6859893.710572
  nChanged 70
		SP:Iteration 56Q (15181.710000 sec): 3 clusters
  Score: Raw -6863612.250875 + Penalty 3704.819030 = -6859907.431845
  nChanged 54
		SP:Iteration 57Q (15182.290000 sec): 3 clusters
  Score: Raw -6863622.629273 + Penalty 3704.819030 = -6859917.810244
  nChanged 47
		SP:Iteration 58Q (15182.840000 sec): 3 clusters
  Score: Raw -6863628.417230 + Penalty 3704.819030 = -6859923.598200
  nChanged 38
		SP:Iteration 59Q (15183.390000 sec): 3 clusters
  Score: Raw -6863633.739383 + Penalty 3704.819030 = -6859928.920354
  nChanged 26
		SP:Iteration 60F (15184.000000 sec): 3 clusters
  Score: Raw -6863639.570055 + Penalty 3704.819030 = -6859934.751025
  nChanged 47
		SP:Iteration 61Q (15184.610000 sec): 3 clusters
  Score: Raw -6863648.256872 + Penalty 3704.819030 = -6859943.437843
  nChanged 43
		SP:Iteration 62Q (15185.150000 sec): 3 clusters
  Score: Raw -6863654.495690 + Penalty 3704.819030 = -6859949.676660
  nChanged 25
		SP:Iteration 63Q (15185.700000 sec): 3 clusters
  Score: Raw -6863657.930737 + Penalty 3704.819030 = -6859953.111708
  nChanged 21
		SP:Iteration 64Q (15186.260000 sec): 3 clusters
  Score: Raw -6863661.417467 + Penalty 3704.819030 = -6859956.598438
  nChanged 20
		SP:Iteration 65Q (15186.830000 sec): 3 clusters
  Score: Raw -6863664.667423 + Penalty 3704.819030 = -6859959.848393
  nChanged 27
		SP:Iteration 66Q (15187.420000 sec): 3 clusters
  Score: Raw -6863669.335055 + Penalty 3704.819030 = -6859964.516025
  nChanged 22
		SP:Iteration 67Q (15187.980000 sec): 3 clusters
  Score: Raw -6863672.350661 + Penalty 3704.819030 = -6859967.531631
  nChanged 25
		SP:Iteration 68Q (15188.520000 sec): 3 clusters
  Score: Raw -6863676.115641 + Penalty 3704.819030 = -6859971.296612
  nChanged 16
		SP:Iteration 69Q (15189.080000 sec): 3 clusters
  Score: Raw -6863678.402597 + Penalty 3704.819030 = -6859973.583568
  nChanged 12
		SP:Iteration 70Q (15189.630000 sec): 3 clusters
  Score: Raw -6863679.732771 + Penalty 3704.819030 = -6859974.913742
  nChanged 12
		SP:Iteration 71Q (15190.230000 sec): 3 clusters
  Score: Raw -6863681.205813 + Penalty 3704.819030 = -6859976.386784
  nChanged 12
		SP:Iteration 72Q (15190.720000 sec): 3 clusters
  Score: Raw -6863682.399774 + Penalty 3704.819030 = -6859977.580744
  nChanged 9
		SP:Iteration 73Q (15191.240000 sec): 3 clusters
  Score: Raw -6863683.704729 + Penalty 3704.819030 = -6859978.885700
  nChanged 10
		SP:Iteration 74Q (15191.820000 sec): 3 clusters
  Score: Raw -6863685.529503 + Penalty 3704.819030 = -6859980.710474
  nChanged 7
		SP:Iteration 75Q (15192.430000 sec): 3 clusters
  Score: Raw -6863686.582257 + Penalty 3704.819030 = -6859981.763228
  nChanged 8
		SP:Iteration 76Q (15193.020000 sec): 3 clusters
  Score: Raw -6863687.530536 + Penalty 3704.819030 = -6859982.711507
  nChanged 9
		SP:Iteration 77Q (15193.600000 sec): 3 clusters
  Score: Raw -6863688.636423 + Penalty 3704.819030 = -6859983.817393
  nChanged 5
		SP:Iteration 78Q (15194.130000 sec): 3 clusters
  Score: Raw -6863689.204714 + Penalty 3704.819030 = -6859984.385684
  nChanged 6
		SP:Iteration 79Q (15194.690000 sec): 3 clusters
  Score: Raw -6863690.072071 + Penalty 3704.819030 = -6859985.253042
  nChanged 8
		SP:Iteration 80F (15195.280000 sec): 3 clusters
  Score: Raw -6863691.667125 + Penalty 3704.819030 = -6859986.848096
  nChanged 15
		SP:Iteration 81Q (15195.830000 sec): 3 clusters
  Score: Raw -6863694.096562 + Penalty 3704.819030 = -6859989.277533
  nChanged 20
		SP:Iteration 82Q (15196.400000 sec): 3 clusters
  Score: Raw -6863697.134826 + Penalty 3704.819030 = -6859992.315797
  nChanged 16
		SP:Iteration 83Q (15196.970000 sec): 3 clusters
  Score: Raw -6863699.965980 + Penalty 3704.819030 = -6859995.146950
  nChanged 20
		SP:Iteration 84Q (15197.540000 sec): 3 clusters
  Score: Raw -6863702.821618 + Penalty 3704.819030 = -6859998.002589
  nChanged 17
		SP:Iteration 85Q (15198.140000 sec): 3 clusters
  Score: Raw -6863706.300830 + Penalty 3704.819030 = -6860001.481800
  nChanged 18
		SP:Iteration 86Q (15198.780000 sec): 3 clusters
  Score: Raw -6863709.809450 + Penalty 3704.819030 = -6860004.990420
  nChanged 14
		SP:Iteration 87Q (15199.450000 sec): 3 clusters
  Score: Raw -6863711.899099 + Penalty 3704.819030 = -6860007.080070
  nChanged 13
		SP:Iteration 88Q (15200.060000 sec): 3 clusters
  Score: Raw -6863713.745867 + Penalty 3704.819030 = -6860008.926838
  nChanged 10
		SP:Iteration 89Q (15200.670000 sec): 3 clusters
  Score: Raw -6863715.667174 + Penalty 3704.819030 = -6860010.848144
  nChanged 9
		SP:Iteration 90Q (15201.240000 sec): 3 clusters
  Score: Raw -6863717.045855 + Penalty 3704.819030 = -6860012.226826
  nChanged 10
		SP:Iteration 91Q (15201.760000 sec): 3 clusters
  Score: Raw -6863718.456947 + Penalty 3704.819030 = -6860013.637918
  nChanged 5
		SP:Iteration 92Q (15202.260000 sec): 3 clusters
  Score: Raw -6863719.034788 + Penalty 3704.819030 = -6860014.215759
  nChanged 4
		SP:Iteration 93Q (15202.760000 sec): 3 clusters
  Score: Raw -6863719.700988 + Penalty 3704.819030 = -6860014.881959
  nChanged 3
		SP:Iteration 94Q (15203.300000 sec): 3 clusters
  Score: Raw -6863720.027901 + Penalty 3704.819030 = -6860015.208872
  nChanged 1
		SP:Iteration 95Q (15203.840000 sec): 3 clusters
  Score: Raw -6863720.109999 + Penalty 3704.819030 = -6860015.290969
  nChanged 0
		SP:Iteration 96F (15204.370000 sec): 3 clusters
  Score: Raw -6863720.109999 + Penalty 3704.819030 = -6860015.290969
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15204.540000 sec): 2 clusters
  Score: Raw -794020.568352 + Penalty 1485.776267 = -792534.792085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15204.760000 sec): 3 clusters
  Score: Raw -788757.148312 + Penalty 2971.552535 = -785785.595778
  nChanged 4051
		SP:Iteration 1F (15204.960000 sec): 3 clusters
  Score: Raw -791021.187746 + Penalty 2971.552535 = -788049.635212
  nChanged 713
		SP:Iteration 2F (15205.230000 sec): 3 clusters
  Score: Raw -791484.527646 + Penalty 2971.552535 = -788512.975111
  nChanged 711
		SP:Iteration 3F (15205.490000 sec): 3 clusters
  Score: Raw -791999.058280 + Penalty 2971.552535 = -789027.505745
  nChanged 687
		SP:Iteration 4F (15205.750000 sec): 3 clusters
  Score: Raw -792505.650606 + Penalty 2971.552535 = -789534.098071
  nChanged 612
		SP:Iteration 5F (15205.930000 sec): 3 clusters
  Score: Raw -792910.849406 + Penalty 2971.552535 = -789939.296872
  nChanged 477
		SP:Iteration 6F (15206.150000 sec): 3 clusters
  Score: Raw -793199.985850 + Penalty 2971.552535 = -790228.433315
  nChanged 377
		SP:Iteration 7Q (15206.420000 sec): 3 clusters
  Score: Raw -793390.820264 + Penalty 2971.552535 = -790419.267730
  nChanged 273
		SP:Iteration 8Q (15206.630000 sec): 3 clusters
  Score: Raw -793490.883423 + Penalty 2971.552535 = -790519.330888
  nChanged 200
		SP:Iteration 9Q (15206.830000 sec): 3 clusters
  Score: Raw -793557.066154 + Penalty 2971.552535 = -790585.513619
  nChanged 163
		SP:Iteration 10Q (15207.070000 sec): 3 clusters
  Score: Raw -793597.832383 + Penalty 2971.552535 = -790626.279848
  nChanged 104
		SP:Iteration 11Q (15207.300000 sec): 3 clusters
  Score: Raw -793616.702932 + Penalty 2971.552535 = -790645.150397
  nChanged 66
		SP:Iteration 12Q (15207.540000 sec): 3 clusters
  Score: Raw -793629.778753 + Penalty 2971.552535 = -790658.226219
  nChanged 50
		SP:Iteration 13Q (15207.720000 sec): 3 clusters
  Score: Raw -793637.657213 + Penalty 2971.552535 = -790666.104678
  nChanged 38
		SP:Iteration 14Q (15207.910000 sec): 3 clusters
  Score: Raw -793642.176509 + Penalty 2971.552535 = -790670.623975
  nChanged 24
		SP:Iteration 15Q (15208.080000 sec): 3 clusters
  Score: Raw -793645.410891 + Penalty 2971.552535 = -790673.858356
  nChanged 25
		SP:Iteration 16Q (15208.250000 sec): 3 clusters
  Score: Raw -793649.443149 + Penalty 2971.552535 = -790677.890614
  nChanged 15
		SP:Iteration 17Q (15208.470000 sec): 3 clusters
  Score: Raw -793651.025966 + Penalty 2971.552535 = -790679.473431
  nChanged 12
		SP:Iteration 18Q (15208.650000 sec): 3 clusters
  Score: Raw -793652.606454 + Penalty 2971.552535 = -790681.053920
  nChanged 19
		SP:Iteration 19Q (15208.820000 sec): 3 clusters
  Score: Raw -793654.917354 + Penalty 2971.552535 = -790683.364820
  nChanged 9
		SP:Iteration 20F (15209.010000 sec): 3 clusters
  Score: Raw -793655.934840 + Penalty 2971.552535 = -790684.382305
  nChanged 11
		SP:Iteration 21Q (15209.170000 sec): 3 clusters
  Score: Raw -793657.000752 + Penalty 2971.552535 = -790685.448217
  nChanged 10
		SP:Iteration 22Q (15209.430000 sec): 3 clusters
  Score: Raw -793657.953900 + Penalty 2971.552535 = -790686.401365
  nChanged 6
		SP:Iteration 23Q (15209.640000 sec): 3 clusters
  Score: Raw -793658.491430 + Penalty 2971.552535 = -790686.938895
  nChanged 3
		SP:Iteration 24Q (15209.810000 sec): 3 clusters
  Score: Raw -793658.724177 + Penalty 2971.552535 = -790687.171642
  nChanged 0
		SP:Iteration 25F (15210.000000 sec): 3 clusters
  Score: Raw -793658.724177 + Penalty 2971.552535 = -790687.171642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15210.100000 sec): 2 clusters
  Score: Raw -36595.490713 + Penalty 993.832470 = -35601.658243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15210.310000 sec): 3 clusters
  Score: Raw -36549.669323 + Penalty 1987.664941 = -34562.004382
  nChanged 95
		SP:Iteration 1F (15210.480000 sec): 3 clusters
  Score: Raw -36682.873657 + Penalty 1987.664941 = -34695.208716
  nChanged 21
		SP:Iteration 2Q (15210.620000 sec): 3 clusters
  Score: Raw -36724.284231 + Penalty 1987.664941 = -34736.619290
  nChanged 12
		SP:Iteration 3Q (15210.820000 sec): 3 clusters
  Score: Raw -36738.533570 + Penalty 1987.664941 = -34750.868629
  nChanged 3
		SP:Iteration 4Q (15210.960000 sec): 3 clusters
  Score: Raw -36743.683510 + Penalty 1987.664941 = -34756.018569
  nChanged 2
		SP:Iteration 5Q (15211.120000 sec): 3 clusters
  Score: Raw -36745.716516 + Penalty 1987.664941 = -34758.051575
  nChanged 3
		SP:Iteration 6Q (15211.320000 sec): 3 clusters
  Score: Raw -36750.911866 + Penalty 1987.664941 = -34763.246926
  nChanged 4
		SP:Iteration 7Q (15211.510000 sec): 3 clusters
  Score: Raw -36758.834912 + Penalty 1987.664941 = -34771.169971
  nChanged 3
		SP:Iteration 8Q (15211.650000 sec): 3 clusters
  Score: Raw -36762.107943 + Penalty 1987.664941 = -34774.443003
  nChanged 1
		SP:Iteration 9Q (15211.850000 sec): 3 clusters
  Score: Raw -36762.875894 + Penalty 1987.664941 = -34775.210954
  nChanged 0
		SP:Iteration 10F (15212.020000 sec): 3 clusters
  Score: Raw -36762.875894 + Penalty 1987.664941 = -34775.210954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15212.140000 sec): 2 clusters
  Score: Raw -435293.073510 + Penalty 1405.079205 = -433887.994305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15212.370000 sec): 3 clusters
  Score: Raw -432290.849939 + Penalty 2810.158409 = -429480.691530
  nChanged 2396
		SP:Iteration 1F (15212.580000 sec): 3 clusters
  Score: Raw -433854.125931 + Penalty 2810.158409 = -431043.967522
  nChanged 492
		SP:Iteration 2F (15212.740000 sec): 3 clusters
  Score: Raw -434220.341500 + Penalty 2810.158409 = -431410.183091
  nChanged 384
		SP:Iteration 3F (15212.930000 sec): 3 clusters
  Score: Raw -434508.727048 + Penalty 2810.158409 = -431698.568639
  nChanged 340
		SP:Iteration 4F (15213.120000 sec): 3 clusters
  Score: Raw -434777.698751 + Penalty 2810.158409 = -431967.540342
  nChanged 313
		SP:Iteration 5F (15213.320000 sec): 3 clusters
  Score: Raw -435044.422913 + Penalty 2810.158409 = -432234.264504
  nChanged 280
		SP:Iteration 6Q (15213.460000 sec): 3 clusters
  Score: Raw -435271.153494 + Penalty 2810.158409 = -432460.995085
  nChanged 210
		SP:Iteration 7Q (15213.680000 sec): 3 clusters
  Score: Raw -435436.828341 + Penalty 2810.158409 = -432626.669932
  nChanged 176
		SP:Iteration 8Q (15213.860000 sec): 3 clusters
  Score: Raw -435576.003774 + Penalty 2810.158409 = -432765.845365
  nChanged 148
		SP:Iteration 9Q (15214.030000 sec): 3 clusters
  Score: Raw -435680.175166 + Penalty 2810.158409 = -432870.016757
  nChanged 132
		SP:Iteration 10Q (15214.230000 sec): 3 clusters
  Score: Raw -435771.029801 + Penalty 2810.158409 = -432960.871392
  nChanged 111
		SP:Iteration 11Q (15214.400000 sec): 3 clusters
  Score: Raw -435845.309657 + Penalty 2810.158409 = -433035.151248
  nChanged 101
		SP:Iteration 12Q (15214.600000 sec): 3 clusters
  Score: Raw -435906.090389 + Penalty 2810.158409 = -433095.931980
  nChanged 84
		SP:Iteration 13Q (15214.780000 sec): 3 clusters
  Score: Raw -435963.461111 + Penalty 2810.158409 = -433153.302702
  nChanged 79
		SP:Iteration 14Q (15214.970000 sec): 3 clusters
  Score: Raw -436026.832346 + Penalty 2810.158409 = -433216.673937
  nChanged 79
		SP:Iteration 15Q (15215.160000 sec): 3 clusters
  Score: Raw -436090.147183 + Penalty 2810.158409 = -433279.988774
  nChanged 58
		SP:Iteration 16Q (15215.340000 sec): 3 clusters
  Score: Raw -436130.739570 + Penalty 2810.158409 = -433320.581161
  nChanged 56
		SP:Iteration 17Q (15215.550000 sec): 3 clusters
  Score: Raw -436163.739681 + Penalty 2810.158409 = -433353.581272
  nChanged 35
		SP:Iteration 18Q (15215.740000 sec): 3 clusters
  Score: Raw -436180.275226 + Penalty 2810.158409 = -433370.116817
  nChanged 21
		SP:Iteration 19Q (15215.920000 sec): 3 clusters
  Score: Raw -436192.254197 + Penalty 2810.158409 = -433382.095788
  nChanged 17
		SP:Iteration 20F (15216.150000 sec): 3 clusters
  Score: Raw -436200.181651 + Penalty 2810.158409 = -433390.023242
  nChanged 15
		SP:Iteration 21Q (15216.350000 sec): 3 clusters
  Score: Raw -436206.107200 + Penalty 2810.158409 = -433395.948791
  nChanged 15
		SP:Iteration 22Q (15216.520000 sec): 3 clusters
  Score: Raw -436211.679852 + Penalty 2810.158409 = -433401.521443
  nChanged 9
		SP:Iteration 23Q (15216.680000 sec): 3 clusters
  Score: Raw -436215.955456 + Penalty 2810.158409 = -433405.797047
  nChanged 7
		SP:Iteration 24Q (15216.860000 sec): 3 clusters
  Score: Raw -436218.061357 + Penalty 2810.158409 = -433407.902948
  nChanged 3
		SP:Iteration 25Q (15217.050000 sec): 3 clusters
  Score: Raw -436219.087484 + Penalty 2810.158409 = -433408.929075
  nChanged 5
		SP:Iteration 26Q (15217.200000 sec): 3 clusters
  Score: Raw -436220.136943 + Penalty 2810.158409 = -433409.978534
  nChanged 4
		SP:Iteration 27Q (15217.400000 sec): 3 clusters
  Score: Raw -436221.003273 + Penalty 2810.158409 = -433410.844864
  nChanged 3
		SP:Iteration 28Q (15217.610000 sec): 3 clusters
  Score: Raw -436221.944232 + Penalty 2810.158409 = -433411.785823
  nChanged 1
		SP:Iteration 29Q (15217.800000 sec): 3 clusters
  Score: Raw -436222.068668 + Penalty 2810.158409 = -433411.910259
  nChanged 0
		SP:Iteration 30F (15218.000000 sec): 3 clusters
  Score: Raw -436222.068668 + Penalty 2810.158409 = -433411.910259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15218.160000 sec): 2 clusters
  Score: Raw -353876.362358 + Penalty 1372.739668 = -352503.622689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15218.310000 sec): 3 clusters
  Score: Raw -351456.657587 + Penalty 2745.479337 = -348711.178251
  nChanged 1862
		SP:Iteration 1F (15218.500000 sec): 3 clusters
  Score: Raw -352612.618332 + Penalty 2745.479337 = -349867.138996
  nChanged 382
		SP:Iteration 2F (15218.690000 sec): 3 clusters
  Score: Raw -352914.247182 + Penalty 2745.479337 = -350168.767846
  nChanged 313
		SP:Iteration 3F (15218.910000 sec): 3 clusters
  Score: Raw -353134.834016 + Penalty 2745.479337 = -350389.354679
  nChanged 261
		SP:Iteration 4F (15219.090000 sec): 3 clusters
  Score: Raw -353313.588012 + Penalty 2745.479337 = -350568.108675
  nChanged 218
		SP:Iteration 5Q (15219.280000 sec): 3 clusters
  Score: Raw -353454.004797 + Penalty 2745.479337 = -350708.525461
  nChanged 176
		SP:Iteration 6Q (15219.480000 sec): 3 clusters
  Score: Raw -353550.679464 + Penalty 2745.479337 = -350805.200127
  nChanged 154
		SP:Iteration 7Q (15219.680000 sec): 3 clusters
  Score: Raw -353634.327548 + Penalty 2745.479337 = -350888.848212
  nChanged 138
		SP:Iteration 8Q (15219.880000 sec): 3 clusters
  Score: Raw -353711.267182 + Penalty 2745.479337 = -350965.787846
  nChanged 140
		SP:Iteration 9Q (15220.060000 sec): 3 clusters
  Score: Raw -353788.818359 + Penalty 2745.479337 = -351043.339022
  nChanged 115
		SP:Iteration 10Q (15220.300000 sec): 3 clusters
  Score: Raw -353860.974115 + Penalty 2745.479337 = -351115.494779
  nChanged 105
		SP:Iteration 11Q (15220.520000 sec): 3 clusters
  Score: Raw -353923.795756 + Penalty 2745.479337 = -351178.316419
  nChanged 104
		SP:Iteration 12Q (15220.710000 sec): 3 clusters
  Score: Raw -353971.968058 + Penalty 2745.479337 = -351226.488721
  nChanged 87
		SP:Iteration 13Q (15220.920000 sec): 3 clusters
  Score: Raw -354009.478454 + Penalty 2745.479337 = -351263.999117
  nChanged 83
		SP:Iteration 14Q (15221.110000 sec): 3 clusters
  Score: Raw -354047.525804 + Penalty 2745.479337 = -351302.046467
  nChanged 82
		SP:Iteration 15Q (15221.270000 sec): 3 clusters
  Score: Raw -354085.976992 + Penalty 2745.479337 = -351340.497655
  nChanged 66
		SP:Iteration 16Q (15221.500000 sec): 3 clusters
  Score: Raw -354117.884878 + Penalty 2745.479337 = -351372.405541
  nChanged 73
		SP:Iteration 17Q (15221.660000 sec): 3 clusters
  Score: Raw -354148.476474 + Penalty 2745.479337 = -351402.997138
  nChanged 53
		SP:Iteration 18Q (15221.870000 sec): 3 clusters
  Score: Raw -354168.453870 + Penalty 2745.479337 = -351422.974533
  nChanged 62
		SP:Iteration 19Q (15222.060000 sec): 3 clusters
  Score: Raw -354190.158901 + Penalty 2745.479337 = -351444.679565
  nChanged 52
		SP:Iteration 20F (15222.300000 sec): 3 clusters
  Score: Raw -354207.925110 + Penalty 2745.479337 = -351462.445774
  nChanged 50
		SP:Iteration 21Q (15222.490000 sec): 3 clusters
  Score: Raw -354230.263629 + Penalty 2745.479337 = -351484.784292
  nChanged 51
		SP:Iteration 22Q (15222.690000 sec): 3 clusters
  Score: Raw -354254.078719 + Penalty 2745.479337 = -351508.599382
  nChanged 43
		SP:Iteration 23Q (15222.880000 sec): 3 clusters
  Score: Raw -354271.468164 + Penalty 2745.479337 = -351525.988828
  nChanged 45
		SP:Iteration 24Q (15223.100000 sec): 3 clusters
  Score: Raw -354290.170692 + Penalty 2745.479337 = -351544.691355
  nChanged 36
		SP:Iteration 25Q (15223.280000 sec): 3 clusters
  Score: Raw -354302.659933 + Penalty 2745.479337 = -351557.180596
  nChanged 36
		SP:Iteration 26Q (15223.500000 sec): 3 clusters
  Score: Raw -354317.709111 + Penalty 2745.479337 = -351572.229774
  nChanged 45
		SP:Iteration 27Q (15223.720000 sec): 3 clusters
  Score: Raw -354337.274930 + Penalty 2745.479337 = -351591.795593
  nChanged 42
		SP:Iteration 28Q (15223.900000 sec): 3 clusters
  Score: Raw -354355.499701 + Penalty 2745.479337 = -351610.020364
  nChanged 33
		SP:Iteration 29Q (15224.040000 sec): 3 clusters
  Score: Raw -354369.241538 + Penalty 2745.479337 = -351623.762201
  nChanged 33
		SP:Iteration 30Q (15224.260000 sec): 3 clusters
  Score: Raw -354381.665319 + Penalty 2745.479337 = -351636.185983
  nChanged 37
		SP:Iteration 31Q (15224.450000 sec): 3 clusters
  Score: Raw -354394.792185 + Penalty 2745.479337 = -351649.312849
  nChanged 31
		SP:Iteration 32Q (15224.630000 sec): 3 clusters
  Score: Raw -354406.022394 + Penalty 2745.479337 = -351660.543057
  nChanged 24
		SP:Iteration 33Q (15224.820000 sec): 3 clusters
  Score: Raw -354414.514035 + Penalty 2745.479337 = -351669.034698
  nChanged 22
		SP:Iteration 34Q (15225.030000 sec): 3 clusters
  Score: Raw -354423.332618 + Penalty 2745.479337 = -351677.853281
  nChanged 28
		SP:Iteration 35Q (15225.280000 sec): 3 clusters
  Score: Raw -354436.320311 + Penalty 2745.479337 = -351690.840975
  nChanged 27
		SP:Iteration 36Q (15225.460000 sec): 3 clusters
  Score: Raw -354444.613840 + Penalty 2745.479337 = -351699.134503
  nChanged 15
		SP:Iteration 37Q (15225.630000 sec): 3 clusters
  Score: Raw -354449.231835 + Penalty 2745.479337 = -351703.752498
  nChanged 17
		SP:Iteration 38Q (15225.840000 sec): 3 clusters
  Score: Raw -354453.325144 + Penalty 2745.479337 = -351707.845807
  nChanged 18
		SP:Iteration 39Q (15226.060000 sec): 3 clusters
  Score: Raw -354459.626344 + Penalty 2745.479337 = -351714.147008
  nChanged 24
		SP:Iteration 40F (15226.260000 sec): 3 clusters
  Score: Raw -354470.225816 + Penalty 2745.479337 = -351724.746479
  nChanged 27
		SP:Iteration 41Q (15226.480000 sec): 3 clusters
  Score: Raw -354481.307095 + Penalty 2745.479337 = -351735.827759
  nChanged 31
		SP:Iteration 42Q (15226.660000 sec): 3 clusters
  Score: Raw -354497.528859 + Penalty 2745.479337 = -351752.049522
  nChanged 36
		SP:Iteration 43Q (15226.880000 sec): 3 clusters
  Score: Raw -354513.123660 + Penalty 2745.479337 = -351767.644324
  nChanged 35
		SP:Iteration 44Q (15227.050000 sec): 3 clusters
  Score: Raw -354528.629054 + Penalty 2745.479337 = -351783.149717
  nChanged 32
		SP:Iteration 45Q (15227.230000 sec): 3 clusters
  Score: Raw -354544.500123 + Penalty 2745.479337 = -351799.020786
  nChanged 35
		SP:Iteration 46Q (15227.430000 sec): 3 clusters
  Score: Raw -354562.367661 + Penalty 2745.479337 = -351816.888324
  nChanged 39
		SP:Iteration 47Q (15227.580000 sec): 3 clusters
  Score: Raw -354587.366833 + Penalty 2745.479337 = -351841.887497
  nChanged 51
		SP:Iteration 48Q (15227.760000 sec): 3 clusters
  Score: Raw -354620.735142 + Penalty 2745.479337 = -351875.255806
  nChanged 48
		SP:Iteration 49Q (15227.940000 sec): 3 clusters
  Score: Raw -354651.665465 + Penalty 2745.479337 = -351906.186128
  nChanged 41
		SP:Iteration 50Q (15228.080000 sec): 3 clusters
  Score: Raw -354666.807989 + Penalty 2745.479337 = -351921.328652
  nChanged 17
		SP:Iteration 51Q (15228.290000 sec): 3 clusters
  Score: Raw -354672.155067 + Penalty 2745.479337 = -351926.675730
  nChanged 11
		SP:Iteration 52Q (15228.500000 sec): 3 clusters
  Score: Raw -354675.634043 + Penalty 2745.479337 = -351930.154706
  nChanged 8
		SP:Iteration 53Q (15228.680000 sec): 3 clusters
  Score: Raw -354678.196082 + Penalty 2745.479337 = -351932.716745
  nChanged 6
		SP:Iteration 54Q (15228.880000 sec): 3 clusters
  Score: Raw -354680.328602 + Penalty 2745.479337 = -351934.849266
  nChanged 5
		SP:Iteration 55Q (15229.060000 sec): 3 clusters
  Score: Raw -354681.287044 + Penalty 2745.479337 = -351935.807708
  nChanged 3
		SP:Iteration 56Q (15229.240000 sec): 3 clusters
  Score: Raw -354682.696913 + Penalty 2745.479337 = -351937.217577
  nChanged 6
		SP:Iteration 57Q (15229.440000 sec): 3 clusters
  Score: Raw -354684.750021 + Penalty 2745.479337 = -351939.270684
  nChanged 5
		SP:Iteration 58Q (15229.630000 sec): 3 clusters
  Score: Raw -354686.345034 + Penalty 2745.479337 = -351940.865697
  nChanged 6
		SP:Iteration 59Q (15229.850000 sec): 3 clusters
  Score: Raw -354688.570294 + Penalty 2745.479337 = -351943.090958
  nChanged 1
		SP:Iteration 60F (15230.040000 sec): 3 clusters
  Score: Raw -354688.719024 + Penalty 2745.479337 = -351943.239687
  nChanged 1
		SP:Iteration 61Q (15230.230000 sec): 3 clusters
  Score: Raw -354688.879826 + Penalty 2745.479337 = -351943.400489
  nChanged 2
		SP:Iteration 62Q (15230.420000 sec): 3 clusters
  Score: Raw -354689.389347 + Penalty 2745.479337 = -351943.910010
  nChanged 0
		SP:Iteration 63F (15230.590000 sec): 3 clusters
  Score: Raw -354689.389347 + Penalty 2745.479337 = -351943.910010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15230.670000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15230.870000 sec): 3 clusters
  Score: Raw -42137.738887 + Penalty 2062.901493 = -40074.837394
  nChanged 132
		SP:Iteration 1F (15231.000000 sec): 3 clusters
  Score: Raw -42306.516276 + Penalty 2062.901493 = -40243.614783
  nChanged 45
		SP:Iteration 2F (15231.170000 sec): 3 clusters
  Score: Raw -42415.265256 + Penalty 2062.901493 = -40352.363763
  nChanged 31
		SP:Iteration 3F (15231.340000 sec): 3 clusters
  Score: Raw -42524.274359 + Penalty 2062.901493 = -40461.372866
  nChanged 19
		SP:Iteration 4Q (15231.520000 sec): 3 clusters
  Score: Raw -42571.727635 + Penalty 2062.901493 = -40508.826142
  nChanged 11
		SP:Iteration 5Q (15231.660000 sec): 3 clusters
  Score: Raw -42597.047687 + Penalty 2062.901493 = -40534.146194
  nChanged 10
		SP:Iteration 6Q (15231.840000 sec): 3 clusters
  Score: Raw -42618.560199 + Penalty 2062.901493 = -40555.658706
  nChanged 6
		SP:Iteration 7Q (15232.030000 sec): 3 clusters
  Score: Raw -42634.705156 + Penalty 2062.901493 = -40571.803663
  nChanged 9
		SP:Iteration 8Q (15232.190000 sec): 3 clusters
  Score: Raw -42653.590289 + Penalty 2062.901493 = -40590.688795
  nChanged 9
		SP:Iteration 9Q (15232.370000 sec): 3 clusters
  Score: Raw -42671.975128 + Penalty 2062.901493 = -40609.073635
  nChanged 7
		SP:Iteration 10Q (15232.500000 sec): 3 clusters
  Score: Raw -42683.315061 + Penalty 2062.901493 = -40620.413568
  nChanged 4
		SP:Iteration 11Q (15232.650000 sec): 3 clusters
  Score: Raw -42692.065415 + Penalty 2062.901493 = -40629.163921
  nChanged 4
		SP:Iteration 12Q (15232.820000 sec): 3 clusters
  Score: Raw -42701.188529 + Penalty 2062.901493 = -40638.287035
  nChanged 3
		SP:Iteration 13Q (15233.000000 sec): 3 clusters
  Score: Raw -42708.649860 + Penalty 2062.901493 = -40645.748366
  nChanged 1
		SP:Iteration 14Q (15233.190000 sec): 3 clusters
  Score: Raw -42709.762371 + Penalty 2062.901493 = -40646.860878
  nChanged 0
		SP:Iteration 15F (15233.330000 sec): 3 clusters
  Score: Raw -42709.762371 + Penalty 2062.901493 = -40646.860878
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15233.530000 sec): 2 clusters
  Score: Raw -1492324.128226 + Penalty 1593.445684 = -1490730.682541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15233.800000 sec): 3 clusters
  Score: Raw -1481503.724394 + Penalty 3186.891368 = -1478316.833026
  nChanged 8180
		SP:Iteration 1F (15234.080000 sec): 3 clusters
  Score: Raw -1486000.938278 + Penalty 3186.891368 = -1482814.046909
  nChanged 912
		SP:Iteration 2F (15234.330000 sec): 3 clusters
  Score: Raw -1486322.759100 + Penalty 3186.891368 = -1483135.867732
  nChanged 810
		SP:Iteration 3Q (15234.590000 sec): 3 clusters
  Score: Raw -1486617.056683 + Penalty 3186.891368 = -1483430.165314
  nChanged 778
		SP:Iteration 4Q (15234.850000 sec): 3 clusters
  Score: Raw -1486917.164610 + Penalty 3186.891368 = -1483730.273242
  nChanged 750
		SP:Iteration 5Q (15235.110000 sec): 3 clusters
  Score: Raw -1487246.484818 + Penalty 3186.891368 = -1484059.593449
  nChanged 792
		SP:Iteration 6Q (15235.410000 sec): 3 clusters
  Score: Raw -1487656.899710 + Penalty 3186.891368 = -1484470.008342
  nChanged 822
		SP:Iteration 7Q (15235.680000 sec): 3 clusters
  Score: Raw -1488131.992835 + Penalty 3186.891368 = -1484945.101466
  nChanged 834
		SP:Iteration 8Q (15235.990000 sec): 3 clusters
  Score: Raw -1488699.108676 + Penalty 3186.891368 = -1485512.217308
  nChanged 847
		SP:Iteration 9Q (15236.250000 sec): 3 clusters
  Score: Raw -1489313.352445 + Penalty 3186.891368 = -1486126.461076
  nChanged 777
		SP:Iteration 10Q (15236.540000 sec): 3 clusters
  Score: Raw -1489849.303512 + Penalty 3186.891368 = -1486662.412143
  nChanged 623
		SP:Iteration 11Q (15236.850000 sec): 3 clusters
  Score: Raw -1490229.445114 + Penalty 3186.891368 = -1487042.553746
  nChanged 482
		SP:Iteration 12Q (15237.060000 sec): 3 clusters
  Score: Raw -1490495.893415 + Penalty 3186.891368 = -1487309.002047
  nChanged 384
		SP:Iteration 13Q (15237.320000 sec): 3 clusters
  Score: Raw -1490682.859701 + Penalty 3186.891368 = -1487495.968332
  nChanged 329
		SP:Iteration 14Q (15237.550000 sec): 3 clusters
  Score: Raw -1490840.752640 + Penalty 3186.891368 = -1487653.861272
  nChanged 336
		SP:Iteration 15Q (15237.830000 sec): 3 clusters
  Score: Raw -1491030.074120 + Penalty 3186.891368 = -1487843.182752
  nChanged 328
		SP:Iteration 16Q (15238.130000 sec): 3 clusters
  Score: Raw -1491213.229538 + Penalty 3186.891368 = -1488026.338169
  nChanged 303
		SP:Iteration 17Q (15238.380000 sec): 3 clusters
  Score: Raw -1491392.717833 + Penalty 3186.891368 = -1488205.826464
  nChanged 289
		SP:Iteration 18Q (15238.660000 sec): 3 clusters
  Score: Raw -1491573.144847 + Penalty 3186.891368 = -1488386.253479
  nChanged 258
		SP:Iteration 19Q (15238.910000 sec): 3 clusters
  Score: Raw -1491752.541290 + Penalty 3186.891368 = -1488565.649922
  nChanged 224
		SP:Iteration 20F (15239.190000 sec): 3 clusters
  Score: Raw -1491901.651739 + Penalty 3186.891368 = -1488714.760370
  nChanged 198
		SP:Iteration 21Q (15239.490000 sec): 3 clusters
  Score: Raw -1492042.006375 + Penalty 3186.891368 = -1488855.115007
  nChanged 159
		SP:Iteration 22Q (15239.760000 sec): 3 clusters
  Score: Raw -1492147.820203 + Penalty 3186.891368 = -1488960.928835
  nChanged 124
		SP:Iteration 23Q (15239.990000 sec): 3 clusters
  Score: Raw -1492235.888449 + Penalty 3186.891368 = -1489048.997081
  nChanged 111
		SP:Iteration 24Q (15240.270000 sec): 3 clusters
  Score: Raw -1492305.076811 + Penalty 3186.891368 = -1489118.185442
  nChanged 83
		SP:Iteration 25Q (15240.500000 sec): 3 clusters
  Score: Raw -1492352.587004 + Penalty 3186.891368 = -1489165.695636
  nChanged 71
		SP:Iteration 26Q (15240.750000 sec): 3 clusters
  Score: Raw -1492400.909079 + Penalty 3186.891368 = -1489214.017711
  nChanged 66
		SP:Iteration 27Q (15241.020000 sec): 3 clusters
  Score: Raw -1492441.652229 + Penalty 3186.891368 = -1489254.760860
  nChanged 55
		SP:Iteration 28Q (15241.250000 sec): 3 clusters
  Score: Raw -1492471.429492 + Penalty 3186.891368 = -1489284.538123
  nChanged 36
		SP:Iteration 29Q (15241.530000 sec): 3 clusters
  Score: Raw -1492490.974643 + Penalty 3186.891368 = -1489304.083275
  nChanged 29
		SP:Iteration 30Q (15241.810000 sec): 3 clusters
  Score: Raw -1492505.280923 + Penalty 3186.891368 = -1489318.389555
  nChanged 22
		SP:Iteration 31Q (15242.120000 sec): 3 clusters
  Score: Raw -1492516.001485 + Penalty 3186.891368 = -1489329.110117
  nChanged 18
		SP:Iteration 32Q (15242.340000 sec): 3 clusters
  Score: Raw -1492525.934663 + Penalty 3186.891368 = -1489339.043294
  nChanged 19
		SP:Iteration 33Q (15242.590000 sec): 3 clusters
  Score: Raw -1492534.775059 + Penalty 3186.891368 = -1489347.883691
  nChanged 15
		SP:Iteration 34Q (15242.870000 sec): 3 clusters
  Score: Raw -1492543.134146 + Penalty 3186.891368 = -1489356.242778
  nChanged 12
		SP:Iteration 35Q (15243.100000 sec): 3 clusters
  Score: Raw -1492548.554773 + Penalty 3186.891368 = -1489361.663404
  nChanged 15
		SP:Iteration 36Q (15243.340000 sec): 3 clusters
  Score: Raw -1492555.534441 + Penalty 3186.891368 = -1489368.643073
  nChanged 16
		SP:Iteration 37Q (15243.590000 sec): 3 clusters
  Score: Raw -1492564.175189 + Penalty 3186.891368 = -1489377.283820
  nChanged 9
		SP:Iteration 38Q (15243.830000 sec): 3 clusters
  Score: Raw -1492567.070632 + Penalty 3186.891368 = -1489380.179263
  nChanged 4
		SP:Iteration 39Q (15244.060000 sec): 3 clusters
  Score: Raw -1492568.794089 + Penalty 3186.891368 = -1489381.902720
  nChanged 4
		SP:Iteration 40F (15244.350000 sec): 3 clusters
  Score: Raw -1492570.247932 + Penalty 3186.891368 = -1489383.356563
  nChanged 8
		SP:Iteration 41Q (15244.630000 sec): 3 clusters
  Score: Raw -1492574.086379 + Penalty 3186.891368 = -1489387.195010
  nChanged 8
		SP:Iteration 42Q (15244.830000 sec): 3 clusters
  Score: Raw -1492577.560523 + Penalty 3186.891368 = -1489390.669154
  nChanged 9
		SP:Iteration 43Q (15245.110000 sec): 3 clusters
  Score: Raw -1492582.928384 + Penalty 3186.891368 = -1489396.037015
  nChanged 13
		SP:Iteration 44Q (15245.360000 sec): 3 clusters
  Score: Raw -1492589.361889 + Penalty 3186.891368 = -1489402.470521
  nChanged 13
		SP:Iteration 45Q (15245.600000 sec): 3 clusters
  Score: Raw -1492597.740667 + Penalty 3186.891368 = -1489410.849298
  nChanged 16
		SP:Iteration 46Q (15245.880000 sec): 3 clusters
  Score: Raw -1492609.193164 + Penalty 3186.891368 = -1489422.301796
  nChanged 10
		SP:Iteration 47Q (15246.100000 sec): 3 clusters
  Score: Raw -1492615.856601 + Penalty 3186.891368 = -1489428.965232
  nChanged 8
		SP:Iteration 48Q (15246.380000 sec): 3 clusters
  Score: Raw -1492619.838594 + Penalty 3186.891368 = -1489432.947225
  nChanged 9
		SP:Iteration 49Q (15246.600000 sec): 3 clusters
  Score: Raw -1492622.264689 + Penalty 3186.891368 = -1489435.373321
  nChanged 5
		SP:Iteration 50Q (15246.880000 sec): 3 clusters
  Score: Raw -1492624.790442 + Penalty 3186.891368 = -1489437.899073
  nChanged 6
		SP:Iteration 51Q (15247.180000 sec): 3 clusters
  Score: Raw -1492626.764171 + Penalty 3186.891368 = -1489439.872803
  nChanged 3
		SP:Iteration 52Q (15247.440000 sec): 3 clusters
  Score: Raw -1492627.786033 + Penalty 3186.891368 = -1489440.894664
  nChanged 2
		SP:Iteration 53Q (15247.670000 sec): 3 clusters
  Score: Raw -1492628.446025 + Penalty 3186.891368 = -1489441.554657
  nChanged 2
		SP:Iteration 54Q (15247.890000 sec): 3 clusters
  Score: Raw -1492629.243441 + Penalty 3186.891368 = -1489442.352072
  nChanged 1
		SP:Iteration 55Q (15248.170000 sec): 3 clusters
  Score: Raw -1492629.416695 + Penalty 3186.891368 = -1489442.525327
  nChanged 0
		SP:Iteration 56F (15248.430000 sec): 3 clusters
  Score: Raw -1492629.416695 + Penalty 3186.891368 = -1489442.525327
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15248.500000 sec): 2 clusters
  Score: Raw -62259.255314 + Penalty 1092.231676 = -61167.023637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15248.720000 sec): 3 clusters
  Score: Raw -62027.264998 + Penalty 2184.463353 = -59842.801645
  nChanged 264
		SP:Iteration 1F (15248.900000 sec): 3 clusters
  Score: Raw -62272.444021 + Penalty 2184.463353 = -60087.980668
  nChanged 56
		SP:Iteration 2F (15249.130000 sec): 3 clusters
  Score: Raw -62346.240487 + Penalty 2184.463353 = -60161.777134
  nChanged 33
		SP:Iteration 3Q (15249.290000 sec): 3 clusters
  Score: Raw -62386.288721 + Penalty 2184.463353 = -60201.825369
  nChanged 26
		SP:Iteration 4Q (15249.440000 sec): 3 clusters
  Score: Raw -62416.855305 + Penalty 2184.463353 = -60232.391952
  nChanged 17
		SP:Iteration 5Q (15249.630000 sec): 3 clusters
  Score: Raw -62439.070782 + Penalty 2184.463353 = -60254.607429
  nChanged 9
		SP:Iteration 6Q (15249.840000 sec): 3 clusters
  Score: Raw -62446.565936 + Penalty 2184.463353 = -60262.102583
  nChanged 4
		SP:Iteration 7Q (15250.000000 sec): 3 clusters
  Score: Raw -62449.315922 + Penalty 2184.463353 = -60264.852569
  nChanged 5
		SP:Iteration 8Q (15250.180000 sec): 3 clusters
  Score: Raw -62452.284420 + Penalty 2184.463353 = -60267.821067
  nChanged 2
		SP:Iteration 9Q (15250.380000 sec): 3 clusters
  Score: Raw -62454.911454 + Penalty 2184.463353 = -60270.448102
  nChanged 2
		SP:Iteration 10Q (15250.570000 sec): 3 clusters
  Score: Raw -62456.036774 + Penalty 2184.463353 = -60271.573421
  nChanged 0
		SP:Iteration 11F (15250.720000 sec): 3 clusters
  Score: Raw -62456.036774 + Penalty 2184.463353 = -60271.573421
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15250.840000 sec): 2 clusters
  Score: Raw -749169.998721 + Penalty 1478.599453 = -747691.399267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15251.100000 sec): 3 clusters
  Score: Raw -744153.044725 + Penalty 2957.198907 = -741195.845819
  nChanged 3886
		SP:Iteration 1F (15251.330000 sec): 3 clusters
  Score: Raw -746264.180323 + Penalty 2957.198907 = -743306.981416
  nChanged 535
		SP:Iteration 2F (15251.520000 sec): 3 clusters
  Score: Raw -746497.136023 + Penalty 2957.198907 = -743539.937116
  nChanged 464
		SP:Iteration 3F (15251.690000 sec): 3 clusters
  Score: Raw -746691.447360 + Penalty 2957.198907 = -743734.248453
  nChanged 392
		SP:Iteration 4Q (15251.920000 sec): 3 clusters
  Score: Raw -746860.003875 + Penalty 2957.198907 = -743902.804968
  nChanged 384
		SP:Iteration 5Q (15252.130000 sec): 3 clusters
  Score: Raw -747034.321863 + Penalty 2957.198907 = -744077.122956
  nChanged 400
		SP:Iteration 6Q (15252.360000 sec): 3 clusters
  Score: Raw -747221.605425 + Penalty 2957.198907 = -744264.406518
  nChanged 377
		SP:Iteration 7Q (15252.600000 sec): 3 clusters
  Score: Raw -747400.034357 + Penalty 2957.198907 = -744442.835450
  nChanged 325
		SP:Iteration 8Q (15252.850000 sec): 3 clusters
  Score: Raw -747546.523792 + Penalty 2957.198907 = -744589.324885
  nChanged 281
		SP:Iteration 9Q (15253.080000 sec): 3 clusters
  Score: Raw -747680.166687 + Penalty 2957.198907 = -744722.967780
  nChanged 288
		SP:Iteration 10Q (15253.280000 sec): 3 clusters
  Score: Raw -747807.053034 + Penalty 2957.198907 = -744849.854127
  nChanged 248
		SP:Iteration 11Q (15253.500000 sec): 3 clusters
  Score: Raw -747914.839723 + Penalty 2957.198907 = -744957.640816
  nChanged 237
		SP:Iteration 12Q (15253.680000 sec): 3 clusters
  Score: Raw -748010.590003 + Penalty 2957.198907 = -745053.391096
  nChanged 224
		SP:Iteration 13Q (15253.870000 sec): 3 clusters
  Score: Raw -748100.794867 + Penalty 2957.198907 = -745143.595960
  nChanged 194
		SP:Iteration 14Q (15254.060000 sec): 3 clusters
  Score: Raw -748177.464666 + Penalty 2957.198907 = -745220.265759
  nChanged 169
		SP:Iteration 15Q (15254.270000 sec): 3 clusters
  Score: Raw -748239.792880 + Penalty 2957.198907 = -745282.593974
  nChanged 152
		SP:Iteration 16Q (15254.530000 sec): 3 clusters
  Score: Raw -748295.620195 + Penalty 2957.198907 = -745338.421289
  nChanged 146
		SP:Iteration 17Q (15254.760000 sec): 3 clusters
  Score: Raw -748352.837447 + Penalty 2957.198907 = -745395.638540
  nChanged 139
		SP:Iteration 18Q (15255.000000 sec): 3 clusters
  Score: Raw -748408.389177 + Penalty 2957.198907 = -745451.190271
  nChanged 141
		SP:Iteration 19Q (15255.240000 sec): 3 clusters
  Score: Raw -748462.268013 + Penalty 2957.198907 = -745505.069106
  nChanged 144
		SP:Iteration 20F (15255.470000 sec): 3 clusters
  Score: Raw -748522.077370 + Penalty 2957.198907 = -745564.878463
  nChanged 133
		SP:Iteration 21Q (15255.680000 sec): 3 clusters
  Score: Raw -748567.826879 + Penalty 2957.198907 = -745610.627972
  nChanged 126
		SP:Iteration 22Q (15255.850000 sec): 3 clusters
  Score: Raw -748605.789207 + Penalty 2957.198907 = -745648.590300
  nChanged 108
		SP:Iteration 23Q (15256.100000 sec): 3 clusters
  Score: Raw -748634.936142 + Penalty 2957.198907 = -745677.737235
  nChanged 99
		SP:Iteration 24Q (15256.340000 sec): 3 clusters
  Score: Raw -748669.023313 + Penalty 2957.198907 = -745711.824406
  nChanged 95
		SP:Iteration 25Q (15256.530000 sec): 3 clusters
  Score: Raw -748697.480820 + Penalty 2957.198907 = -745740.281913
  nChanged 80
		SP:Iteration 26Q (15256.780000 sec): 3 clusters
  Score: Raw -748726.261682 + Penalty 2957.198907 = -745769.062775
  nChanged 94
		SP:Iteration 27Q (15257.040000 sec): 3 clusters
  Score: Raw -748758.067092 + Penalty 2957.198907 = -745800.868185
  nChanged 97
		SP:Iteration 28Q (15257.230000 sec): 3 clusters
  Score: Raw -748790.136629 + Penalty 2957.198907 = -745832.937722
  nChanged 90
		SP:Iteration 29Q (15257.420000 sec): 3 clusters
  Score: Raw -748816.110070 + Penalty 2957.198907 = -745858.911163
  nChanged 78
		SP:Iteration 30Q (15257.670000 sec): 3 clusters
  Score: Raw -748838.840501 + Penalty 2957.198907 = -745881.641595
  nChanged 77
		SP:Iteration 31Q (15257.880000 sec): 3 clusters
  Score: Raw -748863.181948 + Penalty 2957.198907 = -745905.983041
  nChanged 94
		SP:Iteration 32Q (15258.020000 sec): 3 clusters
  Score: Raw -748894.064055 + Penalty 2957.198907 = -745936.865148
  nChanged 84
		SP:Iteration 33Q (15258.260000 sec): 3 clusters
  Score: Raw -748921.459926 + Penalty 2957.198907 = -745964.261019
  nChanged 80
		SP:Iteration 34Q (15258.430000 sec): 3 clusters
  Score: Raw -748944.905728 + Penalty 2957.198907 = -745987.706822
  nChanged 57
		SP:Iteration 35Q (15258.570000 sec): 3 clusters
  Score: Raw -748962.546608 + Penalty 2957.198907 = -746005.347701
  nChanged 59
		SP:Iteration 36Q (15258.740000 sec): 3 clusters
  Score: Raw -748980.334376 + Penalty 2957.198907 = -746023.135469
  nChanged 60
		SP:Iteration 37Q (15258.870000 sec): 3 clusters
  Score: Raw -749000.072604 + Penalty 2957.198907 = -746042.873698
  nChanged 72
		SP:Iteration 38Q (15259.010000 sec): 3 clusters
  Score: Raw -749023.823141 + Penalty 2957.198907 = -746066.624235
  nChanged 68
		SP:Iteration 39Q (15259.140000 sec): 3 clusters
  Score: Raw -749052.980041 + Penalty 2957.198907 = -746095.781134
  nChanged 83
		SP:Iteration 40F (15259.280000 sec): 3 clusters
  Score: Raw -749092.427756 + Penalty 2957.198907 = -746135.228849
  nChanged 97
		SP:Iteration 41Q (15259.410000 sec): 3 clusters
  Score: Raw -749134.266540 + Penalty 2957.198907 = -746177.067633
  nChanged 114
		SP:Iteration 42Q (15259.570000 sec): 3 clusters
  Score: Raw -749185.607282 + Penalty 2957.198907 = -746228.408375
  nChanged 141
		SP:Iteration 43Q (15259.750000 sec): 3 clusters
  Score: Raw -749258.947594 + Penalty 2957.198907 = -746301.748687
  nChanged 158
		SP:Iteration 44Q (15259.880000 sec): 3 clusters
  Score: Raw -749344.997410 + Penalty 2957.198907 = -746387.798503
  nChanged 152
		SP:Iteration 45Q (15260.010000 sec): 3 clusters
  Score: Raw -749415.231281 + Penalty 2957.198907 = -746458.032374
  nChanged 118
		SP:Iteration 46Q (15260.150000 sec): 3 clusters
  Score: Raw -749470.471284 + Penalty 2957.198907 = -746513.272378
  nChanged 108
		SP:Iteration 47Q (15260.290000 sec): 3 clusters
  Score: Raw -749523.192572 + Penalty 2957.198907 = -746565.993665
  nChanged 102
		SP:Iteration 48Q (15260.420000 sec): 3 clusters
  Score: Raw -749563.500430 + Penalty 2957.198907 = -746606.301523
  nChanged 91
		SP:Iteration 49Q (15260.560000 sec): 3 clusters
  Score: Raw -749597.533518 + Penalty 2957.198907 = -746640.334611
  nChanged 85
		SP:Iteration 50Q (15260.690000 sec): 3 clusters
  Score: Raw -749637.000165 + Penalty 2957.198907 = -746679.801258
  nChanged 96
		SP:Iteration 51Q (15260.830000 sec): 3 clusters
  Score: Raw -749692.440477 + Penalty 2957.198907 = -746735.241570
  nChanged 103
		SP:Iteration 52Q (15260.980000 sec): 3 clusters
  Score: Raw -749747.307771 + Penalty 2957.198907 = -746790.108864
  nChanged 81
		SP:Iteration 53Q (15261.130000 sec): 3 clusters
  Score: Raw -749789.540235 + Penalty 2957.198907 = -746832.341328
  nChanged 75
		SP:Iteration 54Q (15261.280000 sec): 3 clusters
  Score: Raw -749828.331679 + Penalty 2957.198907 = -746871.132772
  nChanged 69
		SP:Iteration 55Q (15261.430000 sec): 3 clusters
  Score: Raw -749860.724496 + Penalty 2957.198907 = -746903.525589
  nChanged 57
		SP:Iteration 56Q (15261.570000 sec): 3 clusters
  Score: Raw -749884.332921 + Penalty 2957.198907 = -746927.134014
  nChanged 40
		SP:Iteration 57Q (15261.720000 sec): 3 clusters
  Score: Raw -749897.913461 + Penalty 2957.198907 = -746940.714554
  nChanged 33
		SP:Iteration 58Q (15261.930000 sec): 3 clusters
  Score: Raw -749908.545328 + Penalty 2957.198907 = -746951.346421
  nChanged 34
		SP:Iteration 59Q (15262.080000 sec): 3 clusters
  Score: Raw -749923.619840 + Penalty 2957.198907 = -746966.420933
  nChanged 33
		SP:Iteration 60F (15262.230000 sec): 3 clusters
  Score: Raw -749939.241512 + Penalty 2957.198907 = -746982.042605
  nChanged 37
		SP:Iteration 61Q (15262.380000 sec): 3 clusters
  Score: Raw -749960.478013 + Penalty 2957.198907 = -747003.279106
  nChanged 39
		SP:Iteration 62Q (15262.530000 sec): 3 clusters
  Score: Raw -749984.064961 + Penalty 2957.198907 = -747026.866054
  nChanged 39
		SP:Iteration 63Q (15262.680000 sec): 3 clusters
  Score: Raw -750007.678803 + Penalty 2957.198907 = -747050.479896
  nChanged 32
		SP:Iteration 64Q (15262.830000 sec): 3 clusters
  Score: Raw -750022.290675 + Penalty 2957.198907 = -747065.091768
  nChanged 20
		SP:Iteration 65Q (15262.970000 sec): 3 clusters
  Score: Raw -750029.675020 + Penalty 2957.198907 = -747072.476113
  nChanged 11
		SP:Iteration 66Q (15263.120000 sec): 3 clusters
  Score: Raw -750033.857928 + Penalty 2957.198907 = -747076.659021
  nChanged 16
		SP:Iteration 67Q (15263.300000 sec): 3 clusters
  Score: Raw -750039.443637 + Penalty 2957.198907 = -747082.244730
  nChanged 11
		SP:Iteration 68Q (15263.520000 sec): 3 clusters
  Score: Raw -750042.915724 + Penalty 2957.198907 = -747085.716817
  nChanged 8
		SP:Iteration 69Q (15263.730000 sec): 3 clusters
  Score: Raw -750045.067465 + Penalty 2957.198907 = -747087.868558
  nChanged 7
		SP:Iteration 70Q (15263.960000 sec): 3 clusters
  Score: Raw -750047.619653 + Penalty 2957.198907 = -747090.420746
  nChanged 5
		SP:Iteration 71Q (15264.240000 sec): 3 clusters
  Score: Raw -750049.414644 + Penalty 2957.198907 = -747092.215737
  nChanged 5
		SP:Iteration 72Q (15264.450000 sec): 3 clusters
  Score: Raw -750050.392651 + Penalty 2957.198907 = -747093.193744
  nChanged 2
		SP:Iteration 73Q (15264.690000 sec): 3 clusters
  Score: Raw -750050.779020 + Penalty 2957.198907 = -747093.580114
  nChanged 0
		SP:Iteration 74F (15264.890000 sec): 3 clusters
  Score: Raw -750050.779020 + Penalty 2957.198907 = -747093.580114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15265.010000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15265.150000 sec): 3 clusters
  Score: Raw -63671.335457 + Penalty 2160.919979 = -61510.415478
  nChanged 206
		SP:Iteration 1F (15265.370000 sec): 3 clusters
  Score: Raw -63875.376271 + Penalty 2160.919979 = -61714.456293
  nChanged 48
		SP:Iteration 2F (15265.520000 sec): 3 clusters
  Score: Raw -63929.726486 + Penalty 2160.919979 = -61768.806508
  nChanged 27
		SP:Iteration 3Q (15265.710000 sec): 3 clusters
  Score: Raw -63954.276569 + Penalty 2160.919979 = -61793.356590
  nChanged 18
		SP:Iteration 4Q (15265.900000 sec): 3 clusters
  Score: Raw -63978.603797 + Penalty 2160.919979 = -61817.683818
  nChanged 17
		SP:Iteration 5Q (15266.090000 sec): 3 clusters
  Score: Raw -63997.345764 + Penalty 2160.919979 = -61836.425786
  nChanged 12
		SP:Iteration 6Q (15266.310000 sec): 3 clusters
  Score: Raw -64013.836745 + Penalty 2160.919979 = -61852.916766
  nChanged 15
		SP:Iteration 7Q (15266.490000 sec): 3 clusters
  Score: Raw -64033.289857 + Penalty 2160.919979 = -61872.369878
  nChanged 13
		SP:Iteration 8Q (15266.710000 sec): 3 clusters
  Score: Raw -64043.778094 + Penalty 2160.919979 = -61882.858115
  nChanged 8
		SP:Iteration 9Q (15266.900000 sec): 3 clusters
  Score: Raw -64050.279922 + Penalty 2160.919979 = -61889.359943
  nChanged 3
		SP:Iteration 10Q (15267.100000 sec): 3 clusters
  Score: Raw -64054.158607 + Penalty 2160.919979 = -61893.238628
  nChanged 2
		SP:Iteration 11Q (15267.230000 sec): 3 clusters
  Score: Raw -64057.068463 + Penalty 2160.919979 = -61896.148484
  nChanged 0
		SP:Iteration 12F (15267.440000 sec): 3 clusters
  Score: Raw -64057.068463 + Penalty 2160.919979 = -61896.148484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15267.530000 sec): 2 clusters
  Score: Raw -331529.634678 + Penalty 1356.944871 = -330172.689808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15267.750000 sec): 3 clusters
  Score: Raw -329337.410443 + Penalty 2713.889741 = -326623.520702
  nChanged 1691
		SP:Iteration 1F (15267.920000 sec): 3 clusters
  Score: Raw -330297.012617 + Penalty 2713.889741 = -327583.122875
  nChanged 331
		SP:Iteration 2F (15268.090000 sec): 3 clusters
  Score: Raw -330482.667220 + Penalty 2713.889741 = -327768.777479
  nChanged 238
		SP:Iteration 3F (15268.280000 sec): 3 clusters
  Score: Raw -330617.560500 + Penalty 2713.889741 = -327903.670758
  nChanged 189
		SP:Iteration 4Q (15268.430000 sec): 3 clusters
  Score: Raw -330713.566461 + Penalty 2713.889741 = -327999.676720
  nChanged 165
		SP:Iteration 5Q (15268.610000 sec): 3 clusters
  Score: Raw -330798.060514 + Penalty 2713.889741 = -328084.170773
  nChanged 122
		SP:Iteration 6Q (15268.790000 sec): 3 clusters
  Score: Raw -330864.720475 + Penalty 2713.889741 = -328150.830733
  nChanged 109
		SP:Iteration 7Q (15269.000000 sec): 3 clusters
  Score: Raw -330922.906938 + Penalty 2713.889741 = -328209.017197
  nChanged 108
		SP:Iteration 8Q (15269.190000 sec): 3 clusters
  Score: Raw -330973.045598 + Penalty 2713.889741 = -328259.155856
  nChanged 97
		SP:Iteration 9Q (15269.390000 sec): 3 clusters
  Score: Raw -331017.887125 + Penalty 2713.889741 = -328303.997384
  nChanged 98
		SP:Iteration 10Q (15269.590000 sec): 3 clusters
  Score: Raw -331060.953924 + Penalty 2713.889741 = -328347.064183
  nChanged 94
		SP:Iteration 11Q (15269.780000 sec): 3 clusters
  Score: Raw -331098.695739 + Penalty 2713.889741 = -328384.805997
  nChanged 75
		SP:Iteration 12Q (15270.000000 sec): 3 clusters
  Score: Raw -331129.531939 + Penalty 2713.889741 = -328415.642197
  nChanged 72
		SP:Iteration 13Q (15270.170000 sec): 3 clusters
  Score: Raw -331161.938771 + Penalty 2713.889741 = -328448.049029
  nChanged 71
		SP:Iteration 14Q (15270.360000 sec): 3 clusters
  Score: Raw -331196.412433 + Penalty 2713.889741 = -328482.522691
  nChanged 72
		SP:Iteration 15Q (15270.590000 sec): 3 clusters
  Score: Raw -331225.038482 + Penalty 2713.889741 = -328511.148740
  nChanged 61
		SP:Iteration 16Q (15270.790000 sec): 3 clusters
  Score: Raw -331255.350040 + Penalty 2713.889741 = -328541.460298
  nChanged 63
		SP:Iteration 17Q (15271.020000 sec): 3 clusters
  Score: Raw -331278.386802 + Penalty 2713.889741 = -328564.497061
  nChanged 46
		SP:Iteration 18Q (15271.190000 sec): 3 clusters
  Score: Raw -331295.429971 + Penalty 2713.889741 = -328581.540230
  nChanged 40
		SP:Iteration 19Q (15271.390000 sec): 3 clusters
  Score: Raw -331310.762738 + Penalty 2713.889741 = -328596.872996
  nChanged 42
		SP:Iteration 20F (15271.590000 sec): 3 clusters
  Score: Raw -331332.174207 + Penalty 2713.889741 = -328618.284465
  nChanged 47
		SP:Iteration 21Q (15271.750000 sec): 3 clusters
  Score: Raw -331350.606629 + Penalty 2713.889741 = -328636.716887
  nChanged 52
		SP:Iteration 22Q (15271.980000 sec): 3 clusters
  Score: Raw -331367.887488 + Penalty 2713.889741 = -328653.997747
  nChanged 39
		SP:Iteration 23Q (15272.130000 sec): 3 clusters
  Score: Raw -331382.370639 + Penalty 2713.889741 = -328668.480897
  nChanged 25
		SP:Iteration 24Q (15272.310000 sec): 3 clusters
  Score: Raw -331387.831483 + Penalty 2713.889741 = -328673.941742
  nChanged 17
		SP:Iteration 25Q (15272.460000 sec): 3 clusters
  Score: Raw -331393.887641 + Penalty 2713.889741 = -328679.997899
  nChanged 13
		SP:Iteration 26Q (15272.630000 sec): 3 clusters
  Score: Raw -331397.894594 + Penalty 2713.889741 = -328684.004853
  nChanged 16
		SP:Iteration 27Q (15272.830000 sec): 3 clusters
  Score: Raw -331403.035726 + Penalty 2713.889741 = -328689.145985
  nChanged 25
		SP:Iteration 28Q (15273.020000 sec): 3 clusters
  Score: Raw -331410.762567 + Penalty 2713.889741 = -328696.872826
  nChanged 28
		SP:Iteration 29Q (15273.180000 sec): 3 clusters
  Score: Raw -331421.134645 + Penalty 2713.889741 = -328707.244904
  nChanged 26
		SP:Iteration 30Q (15273.400000 sec): 3 clusters
  Score: Raw -331428.639581 + Penalty 2713.889741 = -328714.749840
  nChanged 18
		SP:Iteration 31Q (15273.610000 sec): 3 clusters
  Score: Raw -331433.087187 + Penalty 2713.889741 = -328719.197446
  nChanged 20
		SP:Iteration 32Q (15273.810000 sec): 3 clusters
  Score: Raw -331439.493202 + Penalty 2713.889741 = -328725.603460
  nChanged 16
		SP:Iteration 33Q (15274.010000 sec): 3 clusters
  Score: Raw -331442.966629 + Penalty 2713.889741 = -328729.076888
  nChanged 15
		SP:Iteration 34Q (15274.230000 sec): 3 clusters
  Score: Raw -331447.233114 + Penalty 2713.889741 = -328733.343372
  nChanged 19
		SP:Iteration 35Q (15274.460000 sec): 3 clusters
  Score: Raw -331452.004048 + Penalty 2713.889741 = -328738.114306
  nChanged 16
		SP:Iteration 36Q (15274.650000 sec): 3 clusters
  Score: Raw -331456.375989 + Penalty 2713.889741 = -328742.486247
  nChanged 12
		SP:Iteration 37Q (15274.840000 sec): 3 clusters
  Score: Raw -331459.557046 + Penalty 2713.889741 = -328745.667305
  nChanged 11
		SP:Iteration 38Q (15275.050000 sec): 3 clusters
  Score: Raw -331462.300305 + Penalty 2713.889741 = -328748.410564
  nChanged 8
		SP:Iteration 39Q (15275.280000 sec): 3 clusters
  Score: Raw -331463.477494 + Penalty 2713.889741 = -328749.587752
  nChanged 6
		SP:Iteration 40F (15275.540000 sec): 3 clusters
  Score: Raw -331464.517492 + Penalty 2713.889741 = -328750.627750
  nChanged 6
		SP:Iteration 41Q (15275.760000 sec): 3 clusters
  Score: Raw -331465.459456 + Penalty 2713.889741 = -328751.569715
  nChanged 3
		SP:Iteration 42Q (15275.920000 sec): 3 clusters
  Score: Raw -331465.759337 + Penalty 2713.889741 = -328751.869595
  nChanged 0
		SP:Iteration 43F (15276.140000 sec): 3 clusters
  Score: Raw -331465.759337 + Penalty 2713.889741 = -328751.869595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15276.230000 sec): 2 clusters
  Score: Raw -119315.927301 + Penalty 1208.546035 = -118107.381266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15276.420000 sec): 3 clusters
  Score: Raw -118695.429722 + Penalty 2417.092069 = -116278.337653
  nChanged 606
		SP:Iteration 1F (15276.620000 sec): 3 clusters
  Score: Raw -119140.606166 + Penalty 2417.092069 = -116723.514097
  nChanged 145
		SP:Iteration 2F (15276.810000 sec): 3 clusters
  Score: Raw -119258.731536 + Penalty 2417.092069 = -116841.639466
  nChanged 83
		SP:Iteration 3Q (15276.980000 sec): 3 clusters
  Score: Raw -119333.267223 + Penalty 2417.092069 = -116916.175154
  nChanged 62
		SP:Iteration 4Q (15277.170000 sec): 3 clusters
  Score: Raw -119399.403699 + Penalty 2417.092069 = -116982.311630
  nChanged 53
		SP:Iteration 5Q (15277.370000 sec): 3 clusters
  Score: Raw -119435.171691 + Penalty 2417.092069 = -117018.079622
  nChanged 41
		SP:Iteration 6Q (15277.570000 sec): 3 clusters
  Score: Raw -119468.332058 + Penalty 2417.092069 = -117051.239989
  nChanged 33
		SP:Iteration 7Q (15277.760000 sec): 3 clusters
  Score: Raw -119490.707020 + Penalty 2417.092069 = -117073.614951
  nChanged 20
		SP:Iteration 8Q (15277.940000 sec): 3 clusters
  Score: Raw -119499.694302 + Penalty 2417.092069 = -117082.602233
  nChanged 15
		SP:Iteration 9Q (15278.180000 sec): 3 clusters
  Score: Raw -119507.043903 + Penalty 2417.092069 = -117089.951834
  nChanged 12
		SP:Iteration 10Q (15278.340000 sec): 3 clusters
  Score: Raw -119513.830189 + Penalty 2417.092069 = -117096.738120
  nChanged 10
		SP:Iteration 11Q (15278.550000 sec): 3 clusters
  Score: Raw -119517.783393 + Penalty 2417.092069 = -117100.691324
  nChanged 7
		SP:Iteration 12Q (15278.720000 sec): 3 clusters
  Score: Raw -119520.505293 + Penalty 2417.092069 = -117103.413223
  nChanged 4
		SP:Iteration 13Q (15278.910000 sec): 3 clusters
  Score: Raw -119522.863413 + Penalty 2417.092069 = -117105.771344
  nChanged 7
		SP:Iteration 14Q (15279.110000 sec): 3 clusters
  Score: Raw -119527.688716 + Penalty 2417.092069 = -117110.596647
  nChanged 10
		SP:Iteration 15Q (15279.280000 sec): 3 clusters
  Score: Raw -119531.782543 + Penalty 2417.092069 = -117114.690474
  nChanged 5
		SP:Iteration 16Q (15279.460000 sec): 3 clusters
  Score: Raw -119533.458070 + Penalty 2417.092069 = -117116.366001
  nChanged 5
		SP:Iteration 17Q (15279.680000 sec): 3 clusters
  Score: Raw -119536.544023 + Penalty 2417.092069 = -117119.451954
  nChanged 4
		SP:Iteration 18Q (15279.880000 sec): 3 clusters
  Score: Raw -119539.524606 + Penalty 2417.092069 = -117122.432537
  nChanged 2
		SP:Iteration 19Q (15280.050000 sec): 3 clusters
  Score: Raw -119540.531892 + Penalty 2417.092069 = -117123.439822
  nChanged 1
		SP:Iteration 20F (15280.230000 sec): 3 clusters
  Score: Raw -119541.291315 + Penalty 2417.092069 = -117124.199246
  nChanged 1
		SP:Iteration 21Q (15280.430000 sec): 3 clusters
  Score: Raw -119541.604526 + Penalty 2417.092069 = -117124.512457
  nChanged 2
		SP:Iteration 22Q (15280.610000 sec): 3 clusters
  Score: Raw -119542.198055 + Penalty 2417.092069 = -117125.105986
  nChanged 4
		SP:Iteration 23Q (15280.810000 sec): 3 clusters
  Score: Raw -119543.696853 + Penalty 2417.092069 = -117126.604784
  nChanged 6
		SP:Iteration 24Q (15281.030000 sec): 3 clusters
  Score: Raw -119545.604312 + Penalty 2417.092069 = -117128.512243
  nChanged 6
		SP:Iteration 25Q (15281.230000 sec): 3 clusters
  Score: Raw -119549.424532 + Penalty 2417.092069 = -117132.332463
  nChanged 8
		SP:Iteration 26Q (15281.450000 sec): 3 clusters
  Score: Raw -119553.709514 + Penalty 2417.092069 = -117136.617445
  nChanged 9
		SP:Iteration 27Q (15281.670000 sec): 3 clusters
  Score: Raw -119556.445093 + Penalty 2417.092069 = -117139.353024
  nChanged 7
		SP:Iteration 28Q (15281.860000 sec): 3 clusters
  Score: Raw -119558.851493 + Penalty 2417.092069 = -117141.759423
  nChanged 8
		SP:Iteration 29Q (15282.020000 sec): 3 clusters
  Score: Raw -119562.113296 + Penalty 2417.092069 = -117145.021227
  nChanged 6
		SP:Iteration 30Q (15282.210000 sec): 3 clusters
  Score: Raw -119565.539957 + Penalty 2417.092069 = -117148.447888
  nChanged 6
		SP:Iteration 31Q (15282.360000 sec): 3 clusters
  Score: Raw -119568.936837 + Penalty 2417.092069 = -117151.844768
  nChanged 3
		SP:Iteration 32Q (15282.580000 sec): 3 clusters
  Score: Raw -119570.240361 + Penalty 2417.092069 = -117153.148292
  nChanged 3
		SP:Iteration 33Q (15282.750000 sec): 3 clusters
  Score: Raw -119572.266053 + Penalty 2417.092069 = -117155.173984
  nChanged 5
		SP:Iteration 34Q (15282.930000 sec): 3 clusters
  Score: Raw -119575.873983 + Penalty 2417.092069 = -117158.781914
  nChanged 9
		SP:Iteration 35Q (15283.150000 sec): 3 clusters
  Score: Raw -119581.832639 + Penalty 2417.092069 = -117164.740569
  nChanged 5
		SP:Iteration 36Q (15283.350000 sec): 3 clusters
  Score: Raw -119584.806719 + Penalty 2417.092069 = -117167.714650
  nChanged 4
		SP:Iteration 37Q (15283.580000 sec): 3 clusters
  Score: Raw -119588.690563 + Penalty 2417.092069 = -117171.598494
  nChanged 3
		SP:Iteration 38Q (15283.790000 sec): 3 clusters
  Score: Raw -119591.387543 + Penalty 2417.092069 = -117174.295474
  nChanged 3
		SP:Iteration 39Q (15284.010000 sec): 3 clusters
  Score: Raw -119593.552488 + Penalty 2417.092069 = -117176.460419
  nChanged 5
		SP:Iteration 40F (15284.210000 sec): 3 clusters
  Score: Raw -119595.976335 + Penalty 2417.092069 = -117178.884266
  nChanged 3
		SP:Iteration 41Q (15284.430000 sec): 3 clusters
  Score: Raw -119599.681926 + Penalty 2417.092069 = -117182.589857
  nChanged 5
		SP:Iteration 42Q (15284.650000 sec): 3 clusters
  Score: Raw -119603.061771 + Penalty 2417.092069 = -117185.969701
  nChanged 3
		SP:Iteration 43Q (15284.850000 sec): 3 clusters
  Score: Raw -119604.737924 + Penalty 2417.092069 = -117187.645855
  nChanged 5
		SP:Iteration 44Q (15285.040000 sec): 3 clusters
  Score: Raw -119609.270517 + Penalty 2417.092069 = -117192.178448
  nChanged 5
		SP:Iteration 45Q (15285.230000 sec): 3 clusters
  Score: Raw -119611.995173 + Penalty 2417.092069 = -117194.903104
  nChanged 4
		SP:Iteration 46Q (15285.410000 sec): 3 clusters
  Score: Raw -119615.176299 + Penalty 2417.092069 = -117198.084230
  nChanged 3
		SP:Iteration 47Q (15285.610000 sec): 3 clusters
  Score: Raw -119617.163332 + Penalty 2417.092069 = -117200.071263
  nChanged 1
		SP:Iteration 48Q (15285.770000 sec): 3 clusters
  Score: Raw -119617.681771 + Penalty 2417.092069 = -117200.589702
  nChanged 1
		SP:Iteration 49Q (15285.950000 sec): 3 clusters
  Score: Raw -119618.047974 + Penalty 2417.092069 = -117200.955905
  nChanged 1
		SP:Iteration 50Q (15286.120000 sec): 3 clusters
  Score: Raw -119618.498186 + Penalty 2417.092069 = -117201.406117
  nChanged 1
		SP:Iteration 51Q (15286.280000 sec): 3 clusters
  Score: Raw -119618.600315 + Penalty 2417.092069 = -117201.508246
  nChanged 0
		SP:Iteration 52F (15286.440000 sec): 3 clusters
  Score: Raw -119618.600315 + Penalty 2417.092069 = -117201.508246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15286.550000 sec): 2 clusters
  Score: Raw -224818.517642 + Penalty 1285.112913 = -223533.404728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15286.730000 sec): 3 clusters
  Score: Raw -223568.869197 + Penalty 2570.225827 = -220998.643370
  nChanged 986
		SP:Iteration 1F (15286.880000 sec): 3 clusters
  Score: Raw -224173.510077 + Penalty 2570.225827 = -221603.284251
  nChanged 217
		SP:Iteration 2F (15287.000000 sec): 3 clusters
  Score: Raw -224346.723972 + Penalty 2570.225827 = -221776.498145
  nChanged 171
		SP:Iteration 3F (15287.170000 sec): 3 clusters
  Score: Raw -224497.277707 + Penalty 2570.225827 = -221927.051880
  nChanged 178
		SP:Iteration 4F (15287.330000 sec): 3 clusters
  Score: Raw -224659.242934 + Penalty 2570.225827 = -222089.017107
  nChanged 160
		SP:Iteration 5F (15287.480000 sec): 3 clusters
  Score: Raw -224817.526960 + Penalty 2570.225827 = -222247.301133
  nChanged 137
		SP:Iteration 6F (15287.650000 sec): 3 clusters
  Score: Raw -224941.112017 + Penalty 2570.225827 = -222370.886190
  nChanged 108
		SP:Iteration 7Q (15287.840000 sec): 3 clusters
  Score: Raw -225027.742511 + Penalty 2570.225827 = -222457.516684
  nChanged 76
		SP:Iteration 8Q (15287.990000 sec): 3 clusters
  Score: Raw -225079.423506 + Penalty 2570.225827 = -222509.197680
  nChanged 62
		SP:Iteration 9Q (15288.170000 sec): 3 clusters
  Score: Raw -225116.268547 + Penalty 2570.225827 = -222546.042720
  nChanged 40
		SP:Iteration 10Q (15288.330000 sec): 3 clusters
  Score: Raw -225141.344183 + Penalty 2570.225827 = -222571.118356
  nChanged 41
		SP:Iteration 11Q (15288.520000 sec): 3 clusters
  Score: Raw -225160.939130 + Penalty 2570.225827 = -222590.713303
  nChanged 31
		SP:Iteration 12Q (15288.680000 sec): 3 clusters
  Score: Raw -225178.575948 + Penalty 2570.225827 = -222608.350121
  nChanged 21
		SP:Iteration 13Q (15288.900000 sec): 3 clusters
  Score: Raw -225190.848826 + Penalty 2570.225827 = -222620.622999
  nChanged 16
		SP:Iteration 14Q (15289.080000 sec): 3 clusters
  Score: Raw -225198.200077 + Penalty 2570.225827 = -222627.974250
  nChanged 13
		SP:Iteration 15Q (15289.280000 sec): 3 clusters
  Score: Raw -225205.132779 + Penalty 2570.225827 = -222634.906953
  nChanged 10
		SP:Iteration 16Q (15289.480000 sec): 3 clusters
  Score: Raw -225209.394834 + Penalty 2570.225827 = -222639.169007
  nChanged 8
		SP:Iteration 17Q (15289.670000 sec): 3 clusters
  Score: Raw -225212.995092 + Penalty 2570.225827 = -222642.769265
  nChanged 5
		SP:Iteration 18Q (15289.870000 sec): 3 clusters
  Score: Raw -225215.504196 + Penalty 2570.225827 = -222645.278369
  nChanged 2
		SP:Iteration 19Q (15289.990000 sec): 3 clusters
  Score: Raw -225216.049832 + Penalty 2570.225827 = -222645.824005
  nChanged 1
		SP:Iteration 20F (15290.190000 sec): 3 clusters
  Score: Raw -225216.382619 + Penalty 2570.225827 = -222646.156792
  nChanged 1
		SP:Iteration 21Q (15290.400000 sec): 3 clusters
  Score: Raw -225216.632829 + Penalty 2570.225827 = -222646.407002
  nChanged 2
		SP:Iteration 22Q (15290.580000 sec): 3 clusters
  Score: Raw -225217.324749 + Penalty 2570.225827 = -222647.098922
  nChanged 0
		SP:Iteration 23F (15290.800000 sec): 3 clusters
  Score: Raw -225217.324749 + Penalty 2570.225827 = -222647.098922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (3980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15290.920000 sec): 2 clusters
  Score: Raw -326541.439459 + Penalty 1346.968528 = -325194.470931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15291.100000 sec): 3 clusters
  Score: Raw -324508.941689 + Penalty 2693.937057 = -321815.004632
  nChanged 1616
		SP:Iteration 1F (15291.340000 sec): 3 clusters
  Score: Raw -325387.009166 + Penalty 2693.937057 = -322693.072109
  nChanged 302
		SP:Iteration 2F (15291.530000 sec): 3 clusters
  Score: Raw -325563.883438 + Penalty 2693.937057 = -322869.946381
  nChanged 210
		SP:Iteration 3F (15291.720000 sec): 3 clusters
  Score: Raw -325690.619380 + Penalty 2693.937057 = -322996.682323
  nChanged 193
		SP:Iteration 4Q (15291.950000 sec): 3 clusters
  Score: Raw -325795.609880 + Penalty 2693.937057 = -323101.672823
  nChanged 151
		SP:Iteration 5Q (15292.180000 sec): 3 clusters
  Score: Raw -325871.481959 + Penalty 2693.937057 = -323177.544902
  nChanged 124
		SP:Iteration 6Q (15292.350000 sec): 3 clusters
  Score: Raw -325931.856127 + Penalty 2693.937057 = -323237.919070
  nChanged 110
		SP:Iteration 7Q (15292.570000 sec): 3 clusters
  Score: Raw -325986.029858 + Penalty 2693.937057 = -323292.092801
  nChanged 111
		SP:Iteration 8Q (15292.780000 sec): 3 clusters
  Score: Raw -326042.000157 + Penalty 2693.937057 = -323348.063100
  nChanged 114
		SP:Iteration 9Q (15292.980000 sec): 3 clusters
  Score: Raw -326105.338410 + Penalty 2693.937057 = -323411.401353
  nChanged 119
		SP:Iteration 10Q (15293.180000 sec): 3 clusters
  Score: Raw -326176.347215 + Penalty 2693.937057 = -323482.410158
  nChanged 142
		SP:Iteration 11Q (15293.370000 sec): 3 clusters
  Score: Raw -326270.121077 + Penalty 2693.937057 = -323576.184020
  nChanged 143
		SP:Iteration 12Q (15293.570000 sec): 3 clusters
  Score: Raw -326366.347981 + Penalty 2693.937057 = -323672.410924
  nChanged 134
		SP:Iteration 13Q (15293.820000 sec): 3 clusters
  Score: Raw -326462.759981 + Penalty 2693.937057 = -323768.822924
  nChanged 110
		SP:Iteration 14Q (15294.010000 sec): 3 clusters
  Score: Raw -326538.571219 + Penalty 2693.937057 = -323844.634162
  nChanged 95
		SP:Iteration 15Q (15294.250000 sec): 3 clusters
  Score: Raw -326600.888806 + Penalty 2693.937057 = -323906.951749
  nChanged 68
		SP:Iteration 16Q (15294.500000 sec): 3 clusters
  Score: Raw -326642.002548 + Penalty 2693.937057 = -323948.065492
  nChanged 43
		SP:Iteration 17Q (15294.690000 sec): 3 clusters
  Score: Raw -326664.879531 + Penalty 2693.937057 = -323970.942474
  nChanged 29
		SP:Iteration 18Q (15294.900000 sec): 3 clusters
  Score: Raw -326680.569363 + Penalty 2693.937057 = -323986.632306
  nChanged 26
		SP:Iteration 19Q (15295.110000 sec): 3 clusters
  Score: Raw -326692.768465 + Penalty 2693.937057 = -323998.831408
  nChanged 19
		SP:Iteration 20F (15295.300000 sec): 3 clusters
  Score: Raw -326703.752849 + Penalty 2693.937057 = -324009.815792
  nChanged 14
		SP:Iteration 21Q (15295.550000 sec): 3 clusters
  Score: Raw -326715.567892 + Penalty 2693.937057 = -324021.630835
  nChanged 18
		SP:Iteration 22Q (15295.780000 sec): 3 clusters
  Score: Raw -326729.677278 + Penalty 2693.937057 = -324035.740221
  nChanged 28
		SP:Iteration 23Q (15296.050000 sec): 3 clusters
  Score: Raw -326752.342311 + Penalty 2693.937057 = -324058.405254
  nChanged 20
		SP:Iteration 24Q (15296.270000 sec): 3 clusters
  Score: Raw -326768.596383 + Penalty 2693.937057 = -324074.659326
  nChanged 11
		SP:Iteration 25Q (15296.480000 sec): 3 clusters
  Score: Raw -326776.586319 + Penalty 2693.937057 = -324082.649262
  nChanged 11
		SP:Iteration 26Q (15296.690000 sec): 3 clusters
  Score: Raw -326785.166638 + Penalty 2693.937057 = -324091.229581
  nChanged 10
		SP:Iteration 27Q (15296.890000 sec): 3 clusters
  Score: Raw -326790.353560 + Penalty 2693.937057 = -324096.416503
  nChanged 6
		SP:Iteration 28Q (15297.110000 sec): 3 clusters
  Score: Raw -326794.373958 + Penalty 2693.937057 = -324100.436902
  nChanged 2
		SP:Iteration 29Q (15297.310000 sec): 3 clusters
  Score: Raw -326795.903495 + Penalty 2693.937057 = -324101.966438
  nChanged 2
		SP:Iteration 30Q (15297.520000 sec): 3 clusters
  Score: Raw -326797.129817 + Penalty 2693.937057 = -324103.192760
  nChanged 2
		SP:Iteration 31Q (15297.710000 sec): 3 clusters
  Score: Raw -326798.612178 + Penalty 2693.937057 = -324104.675121
  nChanged 2
		SP:Iteration 32Q (15297.910000 sec): 3 clusters
  Score: Raw -326799.894867 + Penalty 2693.937057 = -324105.957810
  nChanged 4
		SP:Iteration 33Q (15298.100000 sec): 3 clusters
  Score: Raw -326802.315922 + Penalty 2693.937057 = -324108.378865
  nChanged 5
		SP:Iteration 34Q (15298.290000 sec): 3 clusters
  Score: Raw -326803.868497 + Penalty 2693.937057 = -324109.931440
  nChanged 2
		SP:Iteration 35Q (15298.500000 sec): 3 clusters
  Score: Raw -326804.485845 + Penalty 2693.937057 = -324110.548788
  nChanged 3
		SP:Iteration 36Q (15298.670000 sec): 3 clusters
  Score: Raw -326807.517973 + Penalty 2693.937057 = -324113.580916
  nChanged 4
		SP:Iteration 37Q (15298.860000 sec): 3 clusters
  Score: Raw -326809.951048 + Penalty 2693.937057 = -324116.013991
  nChanged 4
		SP:Iteration 38Q (15299.020000 sec): 3 clusters
  Score: Raw -326813.503231 + Penalty 2693.937057 = -324119.566174
  nChanged 4
		SP:Iteration 39Q (15299.230000 sec): 3 clusters
  Score: Raw -326820.259447 + Penalty 2693.937057 = -324126.322390
  nChanged 6
		SP:Iteration 40F (15299.390000 sec): 3 clusters
  Score: Raw -326825.042814 + Penalty 2693.937057 = -324131.105758
  nChanged 7
		SP:Iteration 41Q (15299.590000 sec): 3 clusters
  Score: Raw -326832.297062 + Penalty 2693.937057 = -324138.360005
  nChanged 4
		SP:Iteration 42Q (15299.810000 sec): 3 clusters
  Score: Raw -326835.347261 + Penalty 2693.937057 = -324141.410204
  nChanged 6
		SP:Iteration 43Q (15300.030000 sec): 3 clusters
  Score: Raw -326840.076826 + Penalty 2693.937057 = -324146.139769
  nChanged 4
		SP:Iteration 44Q (15300.240000 sec): 3 clusters
  Score: Raw -326843.090952 + Penalty 2693.937057 = -324149.153895
  nChanged 6
		SP:Iteration 45Q (15300.450000 sec): 3 clusters
  Score: Raw -326847.996882 + Penalty 2693.937057 = -324154.059825
  nChanged 2
		SP:Iteration 46Q (15300.660000 sec): 3 clusters
  Score: Raw -326849.967649 + Penalty 2693.937057 = -324156.030592
  nChanged 1
		SP:Iteration 47Q (15300.830000 sec): 3 clusters
  Score: Raw -326850.616261 + Penalty 2693.937057 = -324156.679204
  nChanged 0
		SP:Iteration 48F (15301.020000 sec): 3 clusters
  Score: Raw -326850.616261 + Penalty 2693.937057 = -324156.679204
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15301.130000 sec): 2 clusters
  Score: Raw -308636.789591 + Penalty 1359.648507 = -307277.141084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15301.300000 sec): 3 clusters
  Score: Raw -306465.382095 + Penalty 2719.297013 = -303746.085082
  nChanged 1698
		SP:Iteration 1F (15301.510000 sec): 3 clusters
  Score: Raw -307472.041061 + Penalty 2719.297013 = -304752.744048
  nChanged 378
		SP:Iteration 2F (15301.710000 sec): 3 clusters
  Score: Raw -307772.737860 + Penalty 2719.297013 = -305053.440847
  nChanged 307
		SP:Iteration 3F (15301.930000 sec): 3 clusters
  Score: Raw -308014.625585 + Penalty 2719.297013 = -305295.328572
  nChanged 266
		SP:Iteration 4F (15302.130000 sec): 3 clusters
  Score: Raw -308207.913668 + Penalty 2719.297013 = -305488.616655
  nChanged 216
		SP:Iteration 5F (15302.330000 sec): 3 clusters
  Score: Raw -308357.112538 + Penalty 2719.297013 = -305637.815525
  nChanged 192
		SP:Iteration 6Q (15302.560000 sec): 3 clusters
  Score: Raw -308498.991813 + Penalty 2719.297013 = -305779.694800
  nChanged 147
		SP:Iteration 7Q (15302.740000 sec): 3 clusters
  Score: Raw -308604.273251 + Penalty 2719.297013 = -305884.976238
  nChanged 128
		SP:Iteration 8Q (15302.930000 sec): 3 clusters
  Score: Raw -308687.023402 + Penalty 2719.297013 = -305967.726389
  nChanged 90
		SP:Iteration 9Q (15303.100000 sec): 3 clusters
  Score: Raw -308749.358855 + Penalty 2719.297013 = -306030.061842
  nChanged 106
		SP:Iteration 10Q (15303.300000 sec): 3 clusters
  Score: Raw -308821.941470 + Penalty 2719.297013 = -306102.644457
  nChanged 79
		SP:Iteration 11Q (15303.530000 sec): 3 clusters
  Score: Raw -308873.554307 + Penalty 2719.297013 = -306154.257294
  nChanged 59
		SP:Iteration 12Q (15303.720000 sec): 3 clusters
  Score: Raw -308911.766672 + Penalty 2719.297013 = -306192.469659
  nChanged 50
		SP:Iteration 13Q (15303.950000 sec): 3 clusters
  Score: Raw -308945.995832 + Penalty 2719.297013 = -306226.698819
  nChanged 36
		SP:Iteration 14Q (15304.100000 sec): 3 clusters
  Score: Raw -308970.239533 + Penalty 2719.297013 = -306250.942520
  nChanged 33
		SP:Iteration 15Q (15304.290000 sec): 3 clusters
  Score: Raw -308991.384251 + Penalty 2719.297013 = -306272.087238
  nChanged 29
		SP:Iteration 16Q (15304.560000 sec): 3 clusters
  Score: Raw -309009.814018 + Penalty 2719.297013 = -306290.517005
  nChanged 28
		SP:Iteration 17Q (15304.740000 sec): 3 clusters
  Score: Raw -309026.233215 + Penalty 2719.297013 = -306306.936202
  nChanged 18
		SP:Iteration 18Q (15304.950000 sec): 3 clusters
  Score: Raw -309036.222138 + Penalty 2719.297013 = -306316.925125
  nChanged 10
		SP:Iteration 19Q (15305.170000 sec): 3 clusters
  Score: Raw -309041.111367 + Penalty 2719.297013 = -306321.814354
  nChanged 13
		SP:Iteration 20F (15305.360000 sec): 3 clusters
  Score: Raw -309048.661254 + Penalty 2719.297013 = -306329.364241
  nChanged 17
		SP:Iteration 21Q (15305.570000 sec): 3 clusters
  Score: Raw -309060.576128 + Penalty 2719.297013 = -306341.279114
  nChanged 15
		SP:Iteration 22Q (15305.760000 sec): 3 clusters
  Score: Raw -309068.319420 + Penalty 2719.297013 = -306349.022407
  nChanged 9
		SP:Iteration 23Q (15305.950000 sec): 3 clusters
  Score: Raw -309073.867314 + Penalty 2719.297013 = -306354.570301
  nChanged 10
		SP:Iteration 24Q (15306.120000 sec): 3 clusters
  Score: Raw -309078.338041 + Penalty 2719.297013 = -306359.041027
  nChanged 6
		SP:Iteration 25Q (15306.340000 sec): 3 clusters
  Score: Raw -309080.246411 + Penalty 2719.297013 = -306360.949398
  nChanged 3
		SP:Iteration 26Q (15306.540000 sec): 3 clusters
  Score: Raw -309081.215993 + Penalty 2719.297013 = -306361.918979
  nChanged 4
		SP:Iteration 27Q (15306.720000 sec): 3 clusters
  Score: Raw -309082.402024 + Penalty 2719.297013 = -306363.105011
  nChanged 2
		SP:Iteration 28Q (15306.940000 sec): 3 clusters
  Score: Raw -309083.195440 + Penalty 2719.297013 = -306363.898427
  nChanged 0
		SP:Iteration 29F (15307.100000 sec): 3 clusters
  Score: Raw -309083.195440 + Penalty 2719.297013 = -306363.898427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15307.220000 sec): 2 clusters
  Score: Raw -270299.550315 + Penalty 1315.930648 = -268983.619668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15307.380000 sec): 3 clusters
  Score: Raw -268732.763035 + Penalty 2631.861296 = -266100.901739
  nChanged 1283
		SP:Iteration 1F (15307.590000 sec): 3 clusters
  Score: Raw -269497.711407 + Penalty 2631.861296 = -266865.850111
  nChanged 290
		SP:Iteration 2F (15307.760000 sec): 3 clusters
  Score: Raw -269707.027428 + Penalty 2631.861296 = -267075.166132
  nChanged 221
		SP:Iteration 3F (15307.970000 sec): 3 clusters
  Score: Raw -269879.672866 + Penalty 2631.861296 = -267247.811571
  nChanged 185
		SP:Iteration 4F (15308.180000 sec): 3 clusters
  Score: Raw -270033.535352 + Penalty 2631.861296 = -267401.674056
  nChanged 184
		SP:Iteration 5F (15308.340000 sec): 3 clusters
  Score: Raw -270193.022421 + Penalty 2631.861296 = -267561.161125
  nChanged 161
		SP:Iteration 6Q (15308.500000 sec): 3 clusters
  Score: Raw -270339.265906 + Penalty 2631.861296 = -267707.404611
  nChanged 142
		SP:Iteration 7Q (15308.670000 sec): 3 clusters
  Score: Raw -270461.180251 + Penalty 2631.861296 = -267829.318955
  nChanged 120
		SP:Iteration 8Q (15308.850000 sec): 3 clusters
  Score: Raw -270560.056918 + Penalty 2631.861296 = -267928.195623
  nChanged 85
		SP:Iteration 9Q (15308.990000 sec): 3 clusters
  Score: Raw -270624.624021 + Penalty 2631.861296 = -267992.762726
  nChanged 71
		SP:Iteration 10Q (15309.150000 sec): 3 clusters
  Score: Raw -270671.397240 + Penalty 2631.861296 = -268039.535944
  nChanged 54
		SP:Iteration 11Q (15309.300000 sec): 3 clusters
  Score: Raw -270707.636080 + Penalty 2631.861296 = -268075.774784
  nChanged 44
		SP:Iteration 12Q (15309.480000 sec): 3 clusters
  Score: Raw -270743.618968 + Penalty 2631.861296 = -268111.757672
  nChanged 37
		SP:Iteration 13Q (15309.660000 sec): 3 clusters
  Score: Raw -270768.345215 + Penalty 2631.861296 = -268136.483919
  nChanged 31
		SP:Iteration 14Q (15309.890000 sec): 3 clusters
  Score: Raw -270790.562993 + Penalty 2631.861296 = -268158.701697
  nChanged 36
		SP:Iteration 15Q (15310.060000 sec): 3 clusters
  Score: Raw -270812.889217 + Penalty 2631.861296 = -268181.027921
  nChanged 26
		SP:Iteration 16Q (15310.280000 sec): 3 clusters
  Score: Raw -270826.812129 + Penalty 2631.861296 = -268194.950833
  nChanged 23
		SP:Iteration 17Q (15310.530000 sec): 3 clusters
  Score: Raw -270836.554163 + Penalty 2631.861296 = -268204.692867
  nChanged 20
		SP:Iteration 18Q (15310.700000 sec): 3 clusters
  Score: Raw -270843.522776 + Penalty 2631.861296 = -268211.661480
  nChanged 11
		SP:Iteration 19Q (15310.920000 sec): 3 clusters
  Score: Raw -270846.890358 + Penalty 2631.861296 = -268215.029062
  nChanged 7
		SP:Iteration 20F (15311.080000 sec): 3 clusters
  Score: Raw -270849.459032 + Penalty 2631.861296 = -268217.597736
  nChanged 8
		SP:Iteration 21Q (15311.240000 sec): 3 clusters
  Score: Raw -270852.378359 + Penalty 2631.861296 = -268220.517063
  nChanged 7
		SP:Iteration 22Q (15311.460000 sec): 3 clusters
  Score: Raw -270854.725148 + Penalty 2631.861296 = -268222.863852
  nChanged 7
		SP:Iteration 23Q (15311.640000 sec): 3 clusters
  Score: Raw -270857.904203 + Penalty 2631.861296 = -268226.042908
  nChanged 7
		SP:Iteration 24Q (15311.800000 sec): 3 clusters
  Score: Raw -270860.649453 + Penalty 2631.861296 = -268228.788157
  nChanged 4
		SP:Iteration 25Q (15311.940000 sec): 3 clusters
  Score: Raw -270861.590460 + Penalty 2631.861296 = -268229.729164
  nChanged 2
		SP:Iteration 26Q (15312.160000 sec): 3 clusters
  Score: Raw -270862.217077 + Penalty 2631.861296 = -268230.355781
  nChanged 0
		SP:Iteration 27F (15312.310000 sec): 3 clusters
  Score: Raw -270862.217077 + Penalty 2631.861296 = -268230.355781
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15312.420000 sec): 2 clusters
  Score: Raw -22518.017391 + Penalty 983.846394 = -21534.170997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15312.620000 sec): 3 clusters
  Score: Raw -22529.629315 + Penalty 1967.692788 = -20561.936527
  nChanged 93
		SP:Iteration 1F (15312.810000 sec): 3 clusters
  Score: Raw -22688.878279 + Penalty 1967.692788 = -20721.185491
  nChanged 30
		SP:Iteration 2F (15312.990000 sec): 3 clusters
  Score: Raw -22755.366935 + Penalty 1967.692788 = -20787.674148
  nChanged 21
		SP:Iteration 3Q (15313.180000 sec): 3 clusters
  Score: Raw -22806.124677 + Penalty 1967.692788 = -20838.431889
  nChanged 12
		SP:Iteration 4Q (15313.320000 sec): 3 clusters
  Score: Raw -22839.362691 + Penalty 1967.692788 = -20871.669903
  nChanged 10
		SP:Iteration 5Q (15313.470000 sec): 3 clusters
  Score: Raw -22871.544318 + Penalty 1967.692788 = -20903.851531
  nChanged 10
		SP:Iteration 6Q (15313.660000 sec): 3 clusters
  Score: Raw -22895.309713 + Penalty 1967.692788 = -20927.616926
  nChanged 9
		SP:Iteration 7Q (15313.850000 sec): 3 clusters
  Score: Raw -22919.448551 + Penalty 1967.692788 = -20951.755763
  nChanged 5
		SP:Iteration 8Q (15314.040000 sec): 3 clusters
  Score: Raw -22937.685687 + Penalty 1967.692788 = -20969.992899
  nChanged 4
		SP:Iteration 9Q (15314.250000 sec): 3 clusters
  Score: Raw -22946.108530 + Penalty 1967.692788 = -20978.415743
  nChanged 5
		SP:Iteration 10Q (15314.400000 sec): 3 clusters
  Score: Raw -22954.551659 + Penalty 1967.692788 = -20986.858871
  nChanged 1
		SP:Iteration 11Q (15314.640000 sec): 3 clusters
  Score: Raw -22955.228800 + Penalty 1967.692788 = -20987.536013
  nChanged 0
		SP:Iteration 12F (15314.770000 sec): 3 clusters
  Score: Raw -22955.228800 + Penalty 1967.692788 = -20987.536013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15314.930000 sec): 2 clusters
  Score: Raw -296151.400130 + Penalty 1334.410090 = -294816.990041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15315.100000 sec): 3 clusters
  Score: Raw -294332.773352 + Penalty 2668.820179 = -291663.953173
  nChanged 1440
		SP:Iteration 1F (15315.320000 sec): 3 clusters
  Score: Raw -295146.838113 + Penalty 2668.820179 = -292478.017934
  nChanged 282
		SP:Iteration 2F (15315.520000 sec): 3 clusters
  Score: Raw -295366.839552 + Penalty 2668.820179 = -292698.019373
  nChanged 247
		SP:Iteration 3F (15315.680000 sec): 3 clusters
  Score: Raw -295600.644599 + Penalty 2668.820179 = -292931.824420
  nChanged 252
		SP:Iteration 4F (15315.910000 sec): 3 clusters
  Score: Raw -295860.513718 + Penalty 2668.820179 = -293191.693539
  nChanged 237
		SP:Iteration 5F (15316.080000 sec): 3 clusters
  Score: Raw -296096.733659 + Penalty 2668.820179 = -293427.913479
  nChanged 228
		SP:Iteration 6F (15316.260000 sec): 3 clusters
  Score: Raw -296321.112435 + Penalty 2668.820179 = -293652.292256
  nChanged 180
		SP:Iteration 7Q (15316.440000 sec): 3 clusters
  Score: Raw -296485.718178 + Penalty 2668.820179 = -293816.897999
  nChanged 142
		SP:Iteration 8Q (15316.620000 sec): 3 clusters
  Score: Raw -296605.200253 + Penalty 2668.820179 = -293936.380074
  nChanged 100
		SP:Iteration 9Q (15316.800000 sec): 3 clusters
  Score: Raw -296661.275837 + Penalty 2668.820179 = -293992.455657
  nChanged 59
		SP:Iteration 10Q (15316.920000 sec): 3 clusters
  Score: Raw -296690.545067 + Penalty 2668.820179 = -294021.724887
  nChanged 44
		SP:Iteration 11Q (15317.120000 sec): 3 clusters
  Score: Raw -296709.163216 + Penalty 2668.820179 = -294040.343037
  nChanged 30
		SP:Iteration 12Q (15317.340000 sec): 3 clusters
  Score: Raw -296721.399198 + Penalty 2668.820179 = -294052.579019
  nChanged 28
		SP:Iteration 13Q (15317.590000 sec): 3 clusters
  Score: Raw -296733.878158 + Penalty 2668.820179 = -294065.057979
  nChanged 28
		SP:Iteration 14Q (15317.800000 sec): 3 clusters
  Score: Raw -296745.435293 + Penalty 2668.820179 = -294076.615114
  nChanged 26
		SP:Iteration 15Q (15317.990000 sec): 3 clusters
  Score: Raw -296756.715829 + Penalty 2668.820179 = -294087.895650
  nChanged 23
		SP:Iteration 16Q (15318.190000 sec): 3 clusters
  Score: Raw -296765.869491 + Penalty 2668.820179 = -294097.049312
  nChanged 21
		SP:Iteration 17Q (15318.380000 sec): 3 clusters
  Score: Raw -296775.109454 + Penalty 2668.820179 = -294106.289275
  nChanged 31
		SP:Iteration 18Q (15318.600000 sec): 3 clusters
  Score: Raw -296789.916504 + Penalty 2668.820179 = -294121.096325
  nChanged 29
		SP:Iteration 19Q (15318.810000 sec): 3 clusters
  Score: Raw -296804.394948 + Penalty 2668.820179 = -294135.574768
  nChanged 25
		SP:Iteration 20F (15319.020000 sec): 3 clusters
  Score: Raw -296816.972466 + Penalty 2668.820179 = -294148.152286
  nChanged 23
		SP:Iteration 21Q (15319.230000 sec): 3 clusters
  Score: Raw -296828.719972 + Penalty 2668.820179 = -294159.899793
  nChanged 32
		SP:Iteration 22Q (15319.430000 sec): 3 clusters
  Score: Raw -296843.181989 + Penalty 2668.820179 = -294174.361810
  nChanged 26
		SP:Iteration 23Q (15319.610000 sec): 3 clusters
  Score: Raw -296856.431600 + Penalty 2668.820179 = -294187.611421
  nChanged 38
		SP:Iteration 24Q (15319.790000 sec): 3 clusters
  Score: Raw -296877.152261 + Penalty 2668.820179 = -294208.332082
  nChanged 36
		SP:Iteration 25Q (15320.020000 sec): 3 clusters
  Score: Raw -296893.202828 + Penalty 2668.820179 = -294224.382649
  nChanged 28
		SP:Iteration 26Q (15320.190000 sec): 3 clusters
  Score: Raw -296907.174825 + Penalty 2668.820179 = -294238.354646
  nChanged 29
		SP:Iteration 27Q (15320.390000 sec): 3 clusters
  Score: Raw -296920.623623 + Penalty 2668.820179 = -294251.803444
  nChanged 26
		SP:Iteration 28Q (15320.590000 sec): 3 clusters
  Score: Raw -296932.114811 + Penalty 2668.820179 = -294263.294632
  nChanged 14
		SP:Iteration 29Q (15320.750000 sec): 3 clusters
  Score: Raw -296937.318891 + Penalty 2668.820179 = -294268.498712
  nChanged 15
		SP:Iteration 30Q (15320.940000 sec): 3 clusters
  Score: Raw -296941.685072 + Penalty 2668.820179 = -294272.864893
  nChanged 9
		SP:Iteration 31Q (15321.140000 sec): 3 clusters
  Score: Raw -296944.757532 + Penalty 2668.820179 = -294275.937353
  nChanged 9
		SP:Iteration 32Q (15321.340000 sec): 3 clusters
  Score: Raw -296948.029402 + Penalty 2668.820179 = -294279.209223
  nChanged 14
		SP:Iteration 33Q (15321.530000 sec): 3 clusters
  Score: Raw -296952.208022 + Penalty 2668.820179 = -294283.387843
  nChanged 10
		SP:Iteration 34Q (15321.730000 sec): 3 clusters
  Score: Raw -296954.948258 + Penalty 2668.820179 = -294286.128079
  nChanged 11
		SP:Iteration 35Q (15321.880000 sec): 3 clusters
  Score: Raw -296959.037220 + Penalty 2668.820179 = -294290.217041
  nChanged 19
		SP:Iteration 36Q (15322.110000 sec): 3 clusters
  Score: Raw -296966.224279 + Penalty 2668.820179 = -294297.404100
  nChanged 14
		SP:Iteration 37Q (15322.310000 sec): 3 clusters
  Score: Raw -296971.505584 + Penalty 2668.820179 = -294302.685405
  nChanged 8
		SP:Iteration 38Q (15322.520000 sec): 3 clusters
  Score: Raw -296973.081863 + Penalty 2668.820179 = -294304.261683
  nChanged 6
		SP:Iteration 39Q (15322.760000 sec): 3 clusters
  Score: Raw -296975.509262 + Penalty 2668.820179 = -294306.689083
  nChanged 9
		SP:Iteration 40F (15322.940000 sec): 3 clusters
  Score: Raw -296979.728186 + Penalty 2668.820179 = -294310.908007
  nChanged 10
		SP:Iteration 41Q (15323.110000 sec): 3 clusters
  Score: Raw -296983.365244 + Penalty 2668.820179 = -294314.545065
  nChanged 13
		SP:Iteration 42Q (15323.320000 sec): 3 clusters
  Score: Raw -296988.718533 + Penalty 2668.820179 = -294319.898354
  nChanged 12
		SP:Iteration 43Q (15323.550000 sec): 3 clusters
  Score: Raw -296995.692972 + Penalty 2668.820179 = -294326.872792
  nChanged 13
		SP:Iteration 44Q (15323.720000 sec): 3 clusters
  Score: Raw -297000.939378 + Penalty 2668.820179 = -294332.119199
  nChanged 9
		SP:Iteration 45Q (15323.910000 sec): 3 clusters
  Score: Raw -297003.038414 + Penalty 2668.820179 = -294334.218235
  nChanged 4
		SP:Iteration 46Q (15324.090000 sec): 3 clusters
  Score: Raw -297003.862892 + Penalty 2668.820179 = -294335.042713
  nChanged 2
		SP:Iteration 47Q (15324.300000 sec): 3 clusters
  Score: Raw -297004.163733 + Penalty 2668.820179 = -294335.343554
  nChanged 2
		SP:Iteration 48Q (15324.510000 sec): 3 clusters
  Score: Raw -297004.774353 + Penalty 2668.820179 = -294335.954174
  nChanged 3
		SP:Iteration 49Q (15324.710000 sec): 3 clusters
  Score: Raw -297005.416599 + Penalty 2668.820179 = -294336.596420
  nChanged 4
		SP:Iteration 50Q (15324.920000 sec): 3 clusters
  Score: Raw -297006.004278 + Penalty 2668.820179 = -294337.184099
  nChanged 2
		SP:Iteration 51Q (15325.080000 sec): 3 clusters
  Score: Raw -297006.369637 + Penalty 2668.820179 = -294337.549458
  nChanged 1
		SP:Iteration 52Q (15325.230000 sec): 3 clusters
  Score: Raw -297006.510270 + Penalty 2668.820179 = -294337.690091
  nChanged 0
		SP:Iteration 53F (15325.430000 sec): 3 clusters
  Score: Raw -297006.510270 + Penalty 2668.820179 = -294337.690091
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15325.560000 sec): 2 clusters
  Score: Raw -1014220.693398 + Penalty 1530.544551 = -1012690.148846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15325.820000 sec): 3 clusters
  Score: Raw -1007083.189812 + Penalty 3061.089103 = -1004022.100709
  nChanged 5420
		SP:Iteration 1F (15326.050000 sec): 3 clusters
  Score: Raw -1009797.522243 + Penalty 3061.089103 = -1006736.433141
  nChanged 660
		SP:Iteration 2F (15326.330000 sec): 3 clusters
  Score: Raw -1010023.283487 + Penalty 3061.089103 = -1006962.194385
  nChanged 561
		SP:Iteration 3Q (15326.580000 sec): 3 clusters
  Score: Raw -1010199.026574 + Penalty 3061.089103 = -1007137.937471
  nChanged 434
		SP:Iteration 4Q (15326.850000 sec): 3 clusters
  Score: Raw -1010330.194506 + Penalty 3061.089103 = -1007269.105403
  nChanged 421
		SP:Iteration 5Q (15327.070000 sec): 3 clusters
  Score: Raw -1010466.022785 + Penalty 3061.089103 = -1007404.933683
  nChanged 439
		SP:Iteration 6Q (15327.340000 sec): 3 clusters
  Score: Raw -1010619.625425 + Penalty 3061.089103 = -1007558.536322
  nChanged 435
		SP:Iteration 7Q (15327.640000 sec): 3 clusters
  Score: Raw -1010780.318385 + Penalty 3061.089103 = -1007719.229282
  nChanged 445
		SP:Iteration 8Q (15327.880000 sec): 3 clusters
  Score: Raw -1010965.924871 + Penalty 3061.089103 = -1007904.835769
  nChanged 504
		SP:Iteration 9Q (15328.080000 sec): 3 clusters
  Score: Raw -1011213.780293 + Penalty 3061.089103 = -1008152.691190
  nChanged 594
		SP:Iteration 10Q (15328.390000 sec): 3 clusters
  Score: Raw -1011565.968589 + Penalty 3061.089103 = -1008504.879486
  nChanged 687
		SP:Iteration 11F (15328.620000 sec): 3 clusters
  Score: Raw -1012046.418173 + Penalty 3061.089103 = -1008985.329070
  nChanged 721
		SP:Iteration 12F (15328.910000 sec): 3 clusters
  Score: Raw -1012638.724035 + Penalty 3061.089103 = -1009577.634932
  nChanged 641
		SP:Iteration 13F (15329.180000 sec): 3 clusters
  Score: Raw -1013181.874207 + Penalty 3061.089103 = -1010120.785104
  nChanged 521
		SP:Iteration 14Q (15329.430000 sec): 3 clusters
  Score: Raw -1013622.967937 + Penalty 3061.089103 = -1010561.878834
  nChanged 340
		SP:Iteration 15Q (15329.680000 sec): 3 clusters
  Score: Raw -1013932.736218 + Penalty 3061.089103 = -1010871.647116
  nChanged 190
		SP:Iteration 16Q (15329.920000 sec): 3 clusters
  Score: Raw -1014127.970051 + Penalty 3061.089103 = -1011066.880948
  nChanged 100
		SP:Iteration 17Q (15330.190000 sec): 3 clusters
  Score: Raw -1014243.046502 + Penalty 3061.089103 = -1011181.957399
  nChanged 57
		SP:Iteration 18Q (15330.420000 sec): 3 clusters
  Score: Raw -1014309.593891 + Penalty 3061.089103 = -1011248.504788
  nChanged 40
		SP:Iteration 19Q (15330.650000 sec): 3 clusters
  Score: Raw -1014350.252911 + Penalty 3061.089103 = -1011289.163809
  nChanged 25
		SP:Iteration 20F (15330.880000 sec): 3 clusters
  Score: Raw -1014378.894495 + Penalty 3061.089103 = -1011317.805392
  nChanged 18
		SP:Iteration 21Q (15331.120000 sec): 3 clusters
  Score: Raw -1014395.470894 + Penalty 3061.089103 = -1011334.381791
  nChanged 5
		SP:Iteration 22Q (15331.360000 sec): 3 clusters
  Score: Raw -1014401.255511 + Penalty 3061.089103 = -1011340.166408
  nChanged 6
		SP:Iteration 23Q (15331.580000 sec): 3 clusters
  Score: Raw -1014409.304719 + Penalty 3061.089103 = -1011348.215616
  nChanged 7
		SP:Iteration 24Q (15331.840000 sec): 3 clusters
  Score: Raw -1014418.492530 + Penalty 3061.089103 = -1011357.403427
  nChanged 6
		SP:Iteration 25Q (15332.090000 sec): 3 clusters
  Score: Raw -1014425.486870 + Penalty 3061.089103 = -1011364.397767
  nChanged 2
		SP:Iteration 26Q (15332.280000 sec): 3 clusters
  Score: Raw -1014427.758057 + Penalty 3061.089103 = -1011366.668954
  nChanged 0
		SP:Iteration 27F (15332.500000 sec): 3 clusters
  Score: Raw -1014427.758057 + Penalty 3061.089103 = -1011366.668954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (91932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15333.010000 sec): 2 clusters
  Score: Raw -7878593.203844 + Penalty 1857.180723 = -7876736.023120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15333.650000 sec): 3 clusters
  Score: Raw -7818978.737231 + Penalty 3714.361447 = -7815264.375784
  nChanged 43650
		SP:Iteration 1F (15334.250000 sec): 3 clusters
  Score: Raw -7844591.342237 + Penalty 3714.361447 = -7840876.980790
  nChanged 3134
		SP:Iteration 2Q (15334.900000 sec): 3 clusters
  Score: Raw -7845383.683267 + Penalty 3714.361447 = -7841669.321820
  nChanged 3236
		SP:Iteration 3Q (15335.520000 sec): 3 clusters
  Score: Raw -7846268.447948 + Penalty 3714.361447 = -7842554.086501
  nChanged 3417
		SP:Iteration 4Q (15336.170000 sec): 3 clusters
  Score: Raw -7847325.748489 + Penalty 3714.361447 = -7843611.387042
  nChanged 3650
		SP:Iteration 5Q (15336.920000 sec): 3 clusters
  Score: Raw -7848689.605504 + Penalty 3714.361447 = -7844975.244057
  nChanged 4140
		SP:Iteration 6Q (15337.730000 sec): 3 clusters
  Score: Raw -7850424.802522 + Penalty 3714.361447 = -7846710.441075
  nChanged 4434
		SP:Iteration 7Q (15338.580000 sec): 3 clusters
  Score: Raw -7852573.914721 + Penalty 3714.361447 = -7848859.553274
  nChanged 4789
		SP:Iteration 8F (15339.360000 sec): 3 clusters
  Score: Raw -7855319.364482 + Penalty 3714.361447 = -7851605.003035
  nChanged 5256
		SP:Iteration 9F (15340.190000 sec): 3 clusters
  Score: Raw -7858974.540682 + Penalty 3714.361447 = -7855260.179235
  nChanged 5364
		SP:Iteration 10F (15340.850000 sec): 3 clusters
  Score: Raw -7862894.715480 + Penalty 3714.361447 = -7859180.354033
  nChanged 4775
		SP:Iteration 11F (15341.540000 sec): 3 clusters
  Score: Raw -7865749.017441 + Penalty 3714.361447 = -7862034.655994
  nChanged 3511
		SP:Iteration 12Q (15342.170000 sec): 3 clusters
  Score: Raw -7867371.173813 + Penalty 3714.361447 = -7863656.812366
  nChanged 2510
		SP:Iteration 13Q (15342.750000 sec): 3 clusters
  Score: Raw -7868447.205756 + Penalty 3714.361447 = -7864732.844309
  nChanged 2166
		SP:Iteration 14Q (15343.410000 sec): 3 clusters
  Score: Raw -7869438.295104 + Penalty 3714.361447 = -7865723.933657
  nChanged 2066
		SP:Iteration 15Q (15344.030000 sec): 3 clusters
  Score: Raw -7870428.964569 + Penalty 3714.361447 = -7866714.603122
  nChanged 2015
		SP:Iteration 16Q (15344.630000 sec): 3 clusters
  Score: Raw -7871380.401143 + Penalty 3714.361447 = -7867666.039696
  nChanged 1942
		SP:Iteration 17Q (15345.200000 sec): 3 clusters
  Score: Raw -7872346.941320 + Penalty 3714.361447 = -7868632.579873
  nChanged 1954
		SP:Iteration 18Q (15345.810000 sec): 3 clusters
  Score: Raw -7873346.134085 + Penalty 3714.361447 = -7869631.772638
  nChanged 1803
		SP:Iteration 19Q (15346.390000 sec): 3 clusters
  Score: Raw -7874267.183260 + Penalty 3714.361447 = -7870552.821813
  nChanged 1707
		SP:Iteration 20F (15346.930000 sec): 3 clusters
  Score: Raw -7875070.284960 + Penalty 3714.361447 = -7871355.923513
  nChanged 1457
		SP:Iteration 21Q (15347.510000 sec): 3 clusters
  Score: Raw -7875704.251267 + Penalty 3714.361447 = -7871989.889820
  nChanged 1332
		SP:Iteration 22Q (15348.050000 sec): 3 clusters
  Score: Raw -7876225.669797 + Penalty 3714.361447 = -7872511.308350
  nChanged 1160
		SP:Iteration 23Q (15348.570000 sec): 3 clusters
  Score: Raw -7876616.373244 + Penalty 3714.361447 = -7872902.011797
  nChanged 1017
		SP:Iteration 24Q (15349.100000 sec): 3 clusters
  Score: Raw -7876916.394183 + Penalty 3714.361447 = -7873202.032736
  nChanged 829
		SP:Iteration 25Q (15349.680000 sec): 3 clusters
  Score: Raw -7877117.036576 + Penalty 3714.361447 = -7873402.675129
  nChanged 681
		SP:Iteration 26Q (15350.280000 sec): 3 clusters
  Score: Raw -7877257.697639 + Penalty 3714.361447 = -7873543.336192
  nChanged 610
		SP:Iteration 27Q (15350.850000 sec): 3 clusters
  Score: Raw -7877368.126545 + Penalty 3714.361447 = -7873653.765098
  nChanged 563
		SP:Iteration 28Q (15351.420000 sec): 3 clusters
  Score: Raw -7877468.093525 + Penalty 3714.361447 = -7873753.732078
  nChanged 481
		SP:Iteration 29Q (15351.970000 sec): 3 clusters
  Score: Raw -7877544.220497 + Penalty 3714.361447 = -7873829.859050
  nChanged 427
		SP:Iteration 30Q (15352.530000 sec): 3 clusters
  Score: Raw -7877602.859160 + Penalty 3714.361447 = -7873888.497713
  nChanged 403
		SP:Iteration 31Q (15353.110000 sec): 3 clusters
  Score: Raw -7877651.103268 + Penalty 3714.361447 = -7873936.741821
  nChanged 353
		SP:Iteration 32Q (15353.710000 sec): 3 clusters
  Score: Raw -7877689.904962 + Penalty 3714.361447 = -7873975.543515
  nChanged 311
		SP:Iteration 33Q (15354.310000 sec): 3 clusters
  Score: Raw -7877720.480437 + Penalty 3714.361447 = -7874006.118990
  nChanged 269
		SP:Iteration 34Q (15354.840000 sec): 3 clusters
  Score: Raw -7877743.256419 + Penalty 3714.361447 = -7874028.894972
  nChanged 220
		SP:Iteration 35Q (15355.440000 sec): 3 clusters
  Score: Raw -7877759.433551 + Penalty 3714.361447 = -7874045.072104
  nChanged 208
		SP:Iteration 36Q (15356.020000 sec): 3 clusters
  Score: Raw -7877774.670321 + Penalty 3714.361447 = -7874060.308874
  nChanged 189
		SP:Iteration 37Q (15356.580000 sec): 3 clusters
  Score: Raw -7877787.572644 + Penalty 3714.361447 = -7874073.211197
  nChanged 184
		SP:Iteration 38Q (15357.180000 sec): 3 clusters
  Score: Raw -7877799.751647 + Penalty 3714.361447 = -7874085.390200
  nChanged 175
		SP:Iteration 39Q (15357.840000 sec): 3 clusters
  Score: Raw -7877811.080734 + Penalty 3714.361447 = -7874096.719287
  nChanged 150
		SP:Iteration 40F (15358.430000 sec): 3 clusters
  Score: Raw -7877820.208216 + Penalty 3714.361447 = -7874105.846769
  nChanged 158
		SP:Iteration 41Q (15359.070000 sec): 3 clusters
  Score: Raw -7877829.467814 + Penalty 3714.361447 = -7874115.106367
  nChanged 129
		SP:Iteration 42Q (15359.740000 sec): 3 clusters
  Score: Raw -7877836.163991 + Penalty 3714.361447 = -7874121.802544
  nChanged 131
		SP:Iteration 43Q (15360.360000 sec): 3 clusters
  Score: Raw -7877841.661396 + Penalty 3714.361447 = -7874127.299949
  nChanged 102
		SP:Iteration 44Q (15360.990000 sec): 3 clusters
  Score: Raw -7877845.338979 + Penalty 3714.361447 = -7874130.977532
  nChanged 78
		SP:Iteration 45Q (15361.560000 sec): 3 clusters
  Score: Raw -7877848.006769 + Penalty 3714.361447 = -7874133.645322
  nChanged 65
		SP:Iteration 46Q (15362.140000 sec): 3 clusters
  Score: Raw -7877849.943818 + Penalty 3714.361447 = -7874135.582371
  nChanged 50
		SP:Iteration 47Q (15362.720000 sec): 3 clusters
  Score: Raw -7877851.278010 + Penalty 3714.361447 = -7874136.916563
  nChanged 43
		SP:Iteration 48Q (15363.270000 sec): 3 clusters
  Score: Raw -7877852.340210 + Penalty 3714.361447 = -7874137.978763
  nChanged 36
		SP:Iteration 49Q (15363.800000 sec): 3 clusters
  Score: Raw -7877853.174762 + Penalty 3714.361447 = -7874138.813315
  nChanged 26
		SP:Iteration 50Q (15364.330000 sec): 3 clusters
  Score: Raw -7877853.658599 + Penalty 3714.361447 = -7874139.297152
  nChanged 27
		SP:Iteration 51Q (15364.890000 sec): 3 clusters
  Score: Raw -7877854.248076 + Penalty 3714.361447 = -7874139.886629
  nChanged 23
		SP:Iteration 52Q (15365.500000 sec): 3 clusters
  Score: Raw -7877854.707181 + Penalty 3714.361447 = -7874140.345734
  nChanged 20
		SP:Iteration 53Q (15366.100000 sec): 3 clusters
  Score: Raw -7877854.983905 + Penalty 3714.361447 = -7874140.622458
  nChanged 17
		SP:Iteration 54Q (15366.700000 sec): 3 clusters
  Score: Raw -7877855.217648 + Penalty 3714.361447 = -7874140.856201
  nChanged 17
		SP:Iteration 55Q (15367.410000 sec): 3 clusters
  Score: Raw -7877855.503503 + Penalty 3714.361447 = -7874141.142056
  nChanged 19
		SP:Iteration 56Q (15368.060000 sec): 3 clusters
  Score: Raw -7877855.845553 + Penalty 3714.361447 = -7874141.484106
  nChanged 22
		SP:Iteration 57Q (15368.760000 sec): 3 clusters
  Score: Raw -7877856.353942 + Penalty 3714.361447 = -7874141.992495
  nChanged 25
		SP:Iteration 58Q (15369.480000 sec): 3 clusters
  Score: Raw -7877856.814904 + Penalty 3714.361447 = -7874142.453457
  nChanged 20
		SP:Iteration 59Q (15370.140000 sec): 3 clusters
  Score: Raw -7877857.165891 + Penalty 3714.361447 = -7874142.804444
  nChanged 19
		SP:Iteration 60F (15370.810000 sec): 3 clusters
  Score: Raw -7877857.471102 + Penalty 3714.361447 = -7874143.109655
  nChanged 12
		SP:Iteration 61Q (15371.470000 sec): 3 clusters
  Score: Raw -7877857.664748 + Penalty 3714.361447 = -7874143.303301
  nChanged 7
		SP:Iteration 62Q (15372.140000 sec): 3 clusters
  Score: Raw -7877857.784066 + Penalty 3714.361447 = -7874143.422619
  nChanged 8
		SP:Iteration 63Q (15372.830000 sec): 3 clusters
  Score: Raw -7877857.942738 + Penalty 3714.361447 = -7874143.581291
  nChanged 14
		SP:Iteration 64Q (15373.470000 sec): 3 clusters
  Score: Raw -7877858.222236 + Penalty 3714.361447 = -7874143.860789
  nChanged 12
		SP:Iteration 65Q (15374.150000 sec): 3 clusters
  Score: Raw -7877858.547147 + Penalty 3714.361447 = -7874144.185700
  nChanged 21
		SP:Iteration 66Q (15374.720000 sec): 3 clusters
  Score: Raw -7877859.035295 + Penalty 3714.361447 = -7874144.673848
  nChanged 23
		SP:Iteration 67Q (15375.340000 sec): 3 clusters
  Score: Raw -7877859.768845 + Penalty 3714.361447 = -7874145.407398
  nChanged 30
		SP:Iteration 68Q (15376.050000 sec): 3 clusters
  Score: Raw -7877860.421337 + Penalty 3714.361447 = -7874146.059890
  nChanged 23
		SP:Iteration 69Q (15376.750000 sec): 3 clusters
  Score: Raw -7877860.889254 + Penalty 3714.361447 = -7874146.527807
  nChanged 27
		SP:Iteration 70Q (15377.450000 sec): 3 clusters
  Score: Raw -7877861.391110 + Penalty 3714.361447 = -7874147.029663
  nChanged 16
		SP:Iteration 71Q (15378.080000 sec): 3 clusters
  Score: Raw -7877861.675460 + Penalty 3714.361447 = -7874147.314013
  nChanged 18
		SP:Iteration 72Q (15378.690000 sec): 3 clusters
  Score: Raw -7877862.029627 + Penalty 3714.361447 = -7874147.668180
  nChanged 12
		SP:Iteration 73Q (15379.320000 sec): 3 clusters
  Score: Raw -7877862.262215 + Penalty 3714.361447 = -7874147.900768
  nChanged 13
		SP:Iteration 74Q (15379.960000 sec): 3 clusters
  Score: Raw -7877862.512264 + Penalty 3714.361447 = -7874148.150817
  nChanged 16
		SP:Iteration 75Q (15380.580000 sec): 3 clusters
  Score: Raw -7877862.787383 + Penalty 3714.361447 = -7874148.425936
  nChanged 13
		SP:Iteration 76Q (15381.210000 sec): 3 clusters
  Score: Raw -7877863.019553 + Penalty 3714.361447 = -7874148.658106
  nChanged 13
		SP:Iteration 77Q (15381.840000 sec): 3 clusters
  Score: Raw -7877863.193684 + Penalty 3714.361447 = -7874148.832237
  nChanged 10
		SP:Iteration 78Q (15382.460000 sec): 3 clusters
  Score: Raw -7877863.363039 + Penalty 3714.361447 = -7874149.001592
  nChanged 11
		SP:Iteration 79Q (15383.030000 sec): 3 clusters
  Score: Raw -7877863.511723 + Penalty 3714.361447 = -7874149.150276
  nChanged 8
		SP:Iteration 80F (15383.650000 sec): 3 clusters
  Score: Raw -7877863.660820 + Penalty 3714.361447 = -7874149.299373
  nChanged 8
		SP:Iteration 81Q (15384.300000 sec): 3 clusters
  Score: Raw -7877863.779341 + Penalty 3714.361447 = -7874149.417894
  nChanged 6
		SP:Iteration 82Q (15384.970000 sec): 3 clusters
  Score: Raw -7877863.862557 + Penalty 3714.361447 = -7874149.501110
  nChanged 5
		SP:Iteration 83Q (15385.570000 sec): 3 clusters
  Score: Raw -7877863.951475 + Penalty 3714.361447 = -7874149.590028
  nChanged 7
		SP:Iteration 84Q (15386.210000 sec): 3 clusters
  Score: Raw -7877864.076031 + Penalty 3714.361447 = -7874149.714584
  nChanged 7
		SP:Iteration 85Q (15386.870000 sec): 3 clusters
  Score: Raw -7877864.157033 + Penalty 3714.361447 = -7874149.795586
  nChanged 7
		SP:Iteration 86Q (15387.520000 sec): 3 clusters
  Score: Raw -7877864.252665 + Penalty 3714.361447 = -7874149.891218
  nChanged 3
		SP:Iteration 87Q (15388.130000 sec): 3 clusters
  Score: Raw -7877864.297498 + Penalty 3714.361447 = -7874149.936051
  nChanged 4
		SP:Iteration 88Q (15388.750000 sec): 3 clusters
  Score: Raw -7877864.356003 + Penalty 3714.361447 = -7874149.994556
  nChanged 4
		SP:Iteration 89Q (15389.360000 sec): 3 clusters
  Score: Raw -7877864.407550 + Penalty 3714.361447 = -7874150.046103
  nChanged 3
		SP:Iteration 90Q (15389.970000 sec): 3 clusters
  Score: Raw -7877864.440643 + Penalty 3714.361447 = -7874150.079196
  nChanged 4
		SP:Iteration 91Q (15390.630000 sec): 3 clusters
  Score: Raw -7877864.498085 + Penalty 3714.361447 = -7874150.136638
  nChanged 3
		SP:Iteration 92Q (15391.320000 sec): 3 clusters
  Score: Raw -7877864.530978 + Penalty 3714.361447 = -7874150.169531
  nChanged 6
		SP:Iteration 93Q (15392.010000 sec): 3 clusters
  Score: Raw -7877864.628491 + Penalty 3714.361447 = -7874150.267044
  nChanged 7
		SP:Iteration 94Q (15392.670000 sec): 3 clusters
  Score: Raw -7877864.714268 + Penalty 3714.361447 = -7874150.352821
  nChanged 5
		SP:Iteration 95Q (15393.350000 sec): 3 clusters
  Score: Raw -7877864.782850 + Penalty 3714.361447 = -7874150.421403
  nChanged 6
		SP:Iteration 96Q (15394.020000 sec): 3 clusters
  Score: Raw -7877864.867932 + Penalty 3714.361447 = -7874150.506485
  nChanged 9
		SP:Iteration 97Q (15394.670000 sec): 3 clusters
  Score: Raw -7877865.015449 + Penalty 3714.361447 = -7874150.654002
  nChanged 6
		SP:Iteration 98Q (15395.360000 sec): 3 clusters
  Score: Raw -7877865.108616 + Penalty 3714.361447 = -7874150.747169
  nChanged 9
		SP:Iteration 99Q (15396.040000 sec): 3 clusters
  Score: Raw -7877865.287702 + Penalty 3714.361447 = -7874150.926255
  nChanged 11
		SP:Iteration 100F (15396.770000 sec): 3 clusters
  Score: Raw -7877865.545802 + Penalty 3714.361447 = -7874151.184355
  nChanged 11
		SP:Iteration 101Q (15397.530000 sec): 3 clusters
  Score: Raw -7877865.775126 + Penalty 3714.361447 = -7874151.413679
  nChanged 8
		SP:Iteration 102Q (15398.210000 sec): 3 clusters
  Score: Raw -7877865.979407 + Penalty 3714.361447 = -7874151.617960
  nChanged 13
		SP:Iteration 103Q (15398.880000 sec): 3 clusters
  Score: Raw -7877866.196724 + Penalty 3714.361447 = -7874151.835277
  nChanged 8
		SP:Iteration 104Q (15399.560000 sec): 3 clusters
  Score: Raw -7877866.350107 + Penalty 3714.361447 = -7874151.988660
  nChanged 9
		SP:Iteration 105Q (15400.180000 sec): 3 clusters
  Score: Raw -7877866.578183 + Penalty 3714.361447 = -7874152.216736
  nChanged 10
		SP:Iteration 106Q (15400.840000 sec): 3 clusters
  Score: Raw -7877866.726481 + Penalty 3714.361447 = -7874152.365034
  nChanged 5
		SP:Iteration 107Q (15401.440000 sec): 3 clusters
  Score: Raw -7877866.802032 + Penalty 3714.361447 = -7874152.440585
  nChanged 4
		SP:Iteration 108Q (15402.060000 sec): 3 clusters
  Score: Raw -7877866.860724 + Penalty 3714.361447 = -7874152.499277
  nChanged 2
		SP:Iteration 109Q (15402.690000 sec): 3 clusters
  Score: Raw -7877866.894869 + Penalty 3714.361447 = -7874152.533422
  nChanged 3
		SP:Iteration 110Q (15403.320000 sec): 3 clusters
  Score: Raw -7877866.932752 + Penalty 3714.361447 = -7874152.571305
  nChanged 3
		SP:Iteration 111Q (15404.000000 sec): 3 clusters
  Score: Raw -7877866.998041 + Penalty 3714.361447 = -7874152.636594
  nChanged 3
		SP:Iteration 112Q (15404.570000 sec): 3 clusters
  Score: Raw -7877867.042138 + Penalty 3714.361447 = -7874152.680691
  nChanged 4
		SP:Iteration 113Q (15405.180000 sec): 3 clusters
  Score: Raw -7877867.118467 + Penalty 3714.361447 = -7874152.757020
  nChanged 6
		SP:Iteration 114Q (15405.760000 sec): 3 clusters
  Score: Raw -7877867.198209 + Penalty 3714.361447 = -7874152.836762
  nChanged 5
		SP:Iteration 115Q (15406.470000 sec): 3 clusters
  Score: Raw -7877867.271838 + Penalty 3714.361447 = -7874152.910391
  nChanged 6
		SP:Iteration 116Q (15407.120000 sec): 3 clusters
  Score: Raw -7877867.399399 + Penalty 3714.361447 = -7874153.037952
  nChanged 11
		SP:Iteration 117Q (15407.790000 sec): 3 clusters
  Score: Raw -7877867.580477 + Penalty 3714.361447 = -7874153.219030
  nChanged 8
		SP:Iteration 118Q (15408.340000 sec): 3 clusters
  Score: Raw -7877867.681698 + Penalty 3714.361447 = -7874153.320251
  nChanged 6
		SP:Iteration 119Q (15408.920000 sec): 3 clusters
  Score: Raw -7877867.765743 + Penalty 3714.361447 = -7874153.404296
  nChanged 9
		SP:Iteration 120F (15409.660000 sec): 3 clusters
  Score: Raw -7877867.917754 + Penalty 3714.361447 = -7874153.556307
  nChanged 5
		SP:Iteration 121Q (15410.330000 sec): 3 clusters
  Score: Raw -7877867.978596 + Penalty 3714.361447 = -7874153.617149
  nChanged 3
		SP:Iteration 122Q (15410.960000 sec): 3 clusters
  Score: Raw -7877868.009229 + Penalty 3714.361447 = -7874153.647782
  nChanged 3
		SP:Iteration 123Q (15411.500000 sec): 3 clusters
  Score: Raw -7877868.038097 + Penalty 3714.361447 = -7874153.676650
  nChanged 2
		SP:Iteration 124Q (15412.140000 sec): 3 clusters
  Score: Raw -7877868.062989 + Penalty 3714.361447 = -7874153.701542
  nChanged 2
		SP:Iteration 125Q (15412.880000 sec): 3 clusters
  Score: Raw -7877868.108080 + Penalty 3714.361447 = -7874153.746633
  nChanged 5
		SP:Iteration 126Q (15413.690000 sec): 3 clusters
  Score: Raw -7877868.197685 + Penalty 3714.361447 = -7874153.836238
  nChanged 4
		SP:Iteration 127Q (15414.280000 sec): 3 clusters
  Score: Raw -7877868.262631 + Penalty 3714.361447 = -7874153.901184
  nChanged 2
		SP:Iteration 128Q (15414.890000 sec): 3 clusters
  Score: Raw -7877868.279024 + Penalty 3714.361447 = -7874153.917577
  nChanged 1
		SP:Iteration 129Q (15415.560000 sec): 3 clusters
  Score: Raw -7877868.281904 + Penalty 3714.361447 = -7874153.920457
  nChanged 1
		SP:Iteration 130Q (15416.200000 sec): 3 clusters
  Score: Raw -7877868.289710 + Penalty 3714.361447 = -7874153.928263
  nChanged 0
		SP:Iteration 131F (15416.880000 sec): 3 clusters
  Score: Raw -7877868.289710 + Penalty 3714.361447 = -7874153.928263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15417.040000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15417.210000 sec): 3 clusters
  Score: Raw -34108.718601 + Penalty 1965.395958 = -32143.322642
  nChanged 96
		SP:Iteration 1F (15417.410000 sec): 3 clusters
  Score: Raw -34267.519418 + Penalty 1965.395958 = -32302.123460
  nChanged 35
		SP:Iteration 2F (15417.580000 sec): 3 clusters
  Score: Raw -34347.597574 + Penalty 1965.395958 = -32382.201616
  nChanged 25
		SP:Iteration 3F (15417.730000 sec): 3 clusters
  Score: Raw -34430.909885 + Penalty 1965.395958 = -32465.513927
  nChanged 17
		SP:Iteration 4Q (15417.920000 sec): 3 clusters
  Score: Raw -34487.803594 + Penalty 1965.395958 = -32522.407636
  nChanged 14
		SP:Iteration 5Q (15418.110000 sec): 3 clusters
  Score: Raw -34521.155032 + Penalty 1965.395958 = -32555.759073
  nChanged 8
		SP:Iteration 6Q (15418.330000 sec): 3 clusters
  Score: Raw -34546.913647 + Penalty 1965.395958 = -32581.517689
  nChanged 7
		SP:Iteration 7Q (15418.500000 sec): 3 clusters
  Score: Raw -34578.360635 + Penalty 1965.395958 = -32612.964677
  nChanged 8
		SP:Iteration 8Q (15418.660000 sec): 3 clusters
  Score: Raw -34624.538214 + Penalty 1965.395958 = -32659.142256
  nChanged 2
		SP:Iteration 9Q (15418.830000 sec): 3 clusters
  Score: Raw -34634.995488 + Penalty 1965.395958 = -32669.599530
  nChanged 2
		SP:Iteration 10Q (15419.050000 sec): 3 clusters
  Score: Raw -34637.690227 + Penalty 1965.395958 = -32672.294269
  nChanged 2
		SP:Iteration 11Q (15419.240000 sec): 3 clusters
  Score: Raw -34640.843575 + Penalty 1965.395958 = -32675.447617
  nChanged 1
		SP:Iteration 12Q (15419.410000 sec): 3 clusters
  Score: Raw -34642.405676 + Penalty 1965.395958 = -32677.009718
  nChanged 0
		SP:Iteration 13F (15419.590000 sec): 3 clusters
  Score: Raw -34642.405676 + Penalty 1965.395958 = -32677.009718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15419.720000 sec): 2 clusters
  Score: Raw -257242.836339 + Penalty 1331.786555 = -255911.049784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15419.900000 sec): 3 clusters
  Score: Raw -255427.481836 + Penalty 2663.573109 = -252763.908726
  nChanged 1434
		SP:Iteration 1F (15420.090000 sec): 3 clusters
  Score: Raw -256281.636229 + Penalty 2663.573109 = -253618.063120
  nChanged 301
		SP:Iteration 2F (15420.290000 sec): 3 clusters
  Score: Raw -256471.583435 + Penalty 2663.573109 = -253808.010326
  nChanged 202
		SP:Iteration 3F (15420.490000 sec): 3 clusters
  Score: Raw -256612.726097 + Penalty 2663.573109 = -253949.152987
  nChanged 193
		SP:Iteration 4F (15420.680000 sec): 3 clusters
  Score: Raw -256753.071538 + Penalty 2663.573109 = -254089.498429
  nChanged 194
		SP:Iteration 5F (15420.900000 sec): 3 clusters
  Score: Raw -256918.386649 + Penalty 2663.573109 = -254254.813540
  nChanged 205
		SP:Iteration 6F (15421.070000 sec): 3 clusters
  Score: Raw -257119.414920 + Penalty 2663.573109 = -254455.841810
  nChanged 217
		SP:Iteration 7F (15421.330000 sec): 3 clusters
  Score: Raw -257348.852932 + Penalty 2663.573109 = -254685.279823
  nChanged 182
		SP:Iteration 8F (15421.510000 sec): 3 clusters
  Score: Raw -257527.515654 + Penalty 2663.573109 = -254863.942545
  nChanged 148
		SP:Iteration 9Q (15421.700000 sec): 3 clusters
  Score: Raw -257657.644777 + Penalty 2663.573109 = -254994.071668
  nChanged 123
		SP:Iteration 10Q (15421.890000 sec): 3 clusters
  Score: Raw -257753.040547 + Penalty 2663.573109 = -255089.467438
  nChanged 98
		SP:Iteration 11Q (15422.060000 sec): 3 clusters
  Score: Raw -257816.769968 + Penalty 2663.573109 = -255153.196859
  nChanged 70
		SP:Iteration 12Q (15422.260000 sec): 3 clusters
  Score: Raw -257862.627146 + Penalty 2663.573109 = -255199.054037
  nChanged 63
		SP:Iteration 13Q (15422.480000 sec): 3 clusters
  Score: Raw -257895.760417 + Penalty 2663.573109 = -255232.187308
  nChanged 47
		SP:Iteration 14Q (15422.630000 sec): 3 clusters
  Score: Raw -257916.436677 + Penalty 2663.573109 = -255252.863567
  nChanged 34
		SP:Iteration 15Q (15422.800000 sec): 3 clusters
  Score: Raw -257930.768193 + Penalty 2663.573109 = -255267.195083
  nChanged 25
		SP:Iteration 16Q (15422.970000 sec): 3 clusters
  Score: Raw -257943.377522 + Penalty 2663.573109 = -255279.804412
  nChanged 31
		SP:Iteration 17Q (15423.190000 sec): 3 clusters
  Score: Raw -257953.156508 + Penalty 2663.573109 = -255289.583399
  nChanged 19
		SP:Iteration 18Q (15423.300000 sec): 3 clusters
  Score: Raw -257962.686424 + Penalty 2663.573109 = -255299.113314
  nChanged 22
		SP:Iteration 19Q (15423.500000 sec): 3 clusters
  Score: Raw -257972.445811 + Penalty 2663.573109 = -255308.872702
  nChanged 17
		SP:Iteration 20F (15423.720000 sec): 3 clusters
  Score: Raw -257976.850621 + Penalty 2663.573109 = -255313.277511
  nChanged 10
		SP:Iteration 21Q (15423.920000 sec): 3 clusters
  Score: Raw -257979.412980 + Penalty 2663.573109 = -255315.839871
  nChanged 12
		SP:Iteration 22Q (15424.070000 sec): 3 clusters
  Score: Raw -257984.329954 + Penalty 2663.573109 = -255320.756844
  nChanged 10
		SP:Iteration 23Q (15424.310000 sec): 3 clusters
  Score: Raw -257987.507825 + Penalty 2663.573109 = -255323.934716
  nChanged 6
		SP:Iteration 24Q (15424.520000 sec): 3 clusters
  Score: Raw -257988.754665 + Penalty 2663.573109 = -255325.181556
  nChanged 3
		SP:Iteration 25Q (15424.680000 sec): 3 clusters
  Score: Raw -257989.444061 + Penalty 2663.573109 = -255325.870951
  nChanged 3
		SP:Iteration 26Q (15424.920000 sec): 3 clusters
  Score: Raw -257990.148455 + Penalty 2663.573109 = -255326.575345
  nChanged 2
		SP:Iteration 27Q (15425.100000 sec): 3 clusters
  Score: Raw -257991.052735 + Penalty 2663.573109 = -255327.479626
  nChanged 2
		SP:Iteration 28Q (15425.290000 sec): 3 clusters
  Score: Raw -257991.436744 + Penalty 2663.573109 = -255327.863634
  nChanged 3
		SP:Iteration 29Q (15425.490000 sec): 3 clusters
  Score: Raw -257991.968005 + Penalty 2663.573109 = -255328.394896
  nChanged 2
		SP:Iteration 30Q (15425.700000 sec): 3 clusters
  Score: Raw -257992.785777 + Penalty 2663.573109 = -255329.212667
  nChanged 3
		SP:Iteration 31Q (15425.940000 sec): 3 clusters
  Score: Raw -257993.473973 + Penalty 2663.573109 = -255329.900864
  nChanged 1
		SP:Iteration 32Q (15426.130000 sec): 3 clusters
  Score: Raw -257993.604719 + Penalty 2663.573109 = -255330.031610
  nChanged 0
		SP:Iteration 33F (15426.260000 sec): 3 clusters
  Score: Raw -257993.604719 + Penalty 2663.573109 = -255330.031610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15426.350000 sec): 2 clusters
  Score: Raw -278105.060701 + Penalty 1322.706495 = -276782.354205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15426.560000 sec): 3 clusters
  Score: Raw -276495.118212 + Penalty 2645.412991 = -273849.705221
  nChanged 1289
		SP:Iteration 1F (15426.750000 sec): 3 clusters
  Score: Raw -277242.538799 + Penalty 2645.412991 = -274597.125808
  nChanged 246
		SP:Iteration 2F (15426.940000 sec): 3 clusters
  Score: Raw -277386.701150 + Penalty 2645.412991 = -274741.288159
  nChanged 155
		SP:Iteration 3Q (15427.150000 sec): 3 clusters
  Score: Raw -277471.733418 + Penalty 2645.412991 = -274826.320427
  nChanged 139
		SP:Iteration 4Q (15427.300000 sec): 3 clusters
  Score: Raw -277542.085410 + Penalty 2645.412991 = -274896.672419
  nChanged 109
		SP:Iteration 5Q (15427.480000 sec): 3 clusters
  Score: Raw -277600.113911 + Penalty 2645.412991 = -274954.700920
  nChanged 85
		SP:Iteration 6Q (15427.660000 sec): 3 clusters
  Score: Raw -277639.236934 + Penalty 2645.412991 = -274993.823943
  nChanged 80
		SP:Iteration 7Q (15427.840000 sec): 3 clusters
  Score: Raw -277669.946322 + Penalty 2645.412991 = -275024.533331
  nChanged 77
		SP:Iteration 8Q (15428.010000 sec): 3 clusters
  Score: Raw -277700.902186 + Penalty 2645.412991 = -275055.489195
  nChanged 63
		SP:Iteration 9Q (15428.230000 sec): 3 clusters
  Score: Raw -277730.052419 + Penalty 2645.412991 = -275084.639428
  nChanged 68
		SP:Iteration 10Q (15428.410000 sec): 3 clusters
  Score: Raw -277759.661881 + Penalty 2645.412991 = -275114.248890
  nChanged 56
		SP:Iteration 11Q (15428.580000 sec): 3 clusters
  Score: Raw -277790.381588 + Penalty 2645.412991 = -275144.968597
  nChanged 62
		SP:Iteration 12Q (15428.800000 sec): 3 clusters
  Score: Raw -277814.481530 + Penalty 2645.412991 = -275169.068539
  nChanged 64
		SP:Iteration 13Q (15428.990000 sec): 3 clusters
  Score: Raw -277842.062928 + Penalty 2645.412991 = -275196.649937
  nChanged 54
		SP:Iteration 14Q (15429.240000 sec): 3 clusters
  Score: Raw -277864.769946 + Penalty 2645.412991 = -275219.356955
  nChanged 51
		SP:Iteration 15Q (15429.410000 sec): 3 clusters
  Score: Raw -277882.263613 + Penalty 2645.412991 = -275236.850622
  nChanged 43
		SP:Iteration 16Q (15429.570000 sec): 3 clusters
  Score: Raw -277898.273098 + Penalty 2645.412991 = -275252.860107
  nChanged 36
		SP:Iteration 17Q (15429.740000 sec): 3 clusters
  Score: Raw -277910.674336 + Penalty 2645.412991 = -275265.261345
  nChanged 29
		SP:Iteration 18Q (15429.920000 sec): 3 clusters
  Score: Raw -277918.839710 + Penalty 2645.412991 = -275273.426719
  nChanged 25
		SP:Iteration 19Q (15430.160000 sec): 3 clusters
  Score: Raw -277927.466260 + Penalty 2645.412991 = -275282.053269
  nChanged 31
		SP:Iteration 20F (15430.320000 sec): 3 clusters
  Score: Raw -277937.039188 + Penalty 2645.412991 = -275291.626197
  nChanged 24
		SP:Iteration 21Q (15430.530000 sec): 3 clusters
  Score: Raw -277944.870891 + Penalty 2645.412991 = -275299.457900
  nChanged 24
		SP:Iteration 22Q (15430.710000 sec): 3 clusters
  Score: Raw -277952.771965 + Penalty 2645.412991 = -275307.358974
  nChanged 21
		SP:Iteration 23Q (15430.860000 sec): 3 clusters
  Score: Raw -277961.547500 + Penalty 2645.412991 = -275316.134509
  nChanged 23
		SP:Iteration 24Q (15431.070000 sec): 3 clusters
  Score: Raw -277971.286405 + Penalty 2645.412991 = -275325.873414
  nChanged 25
		SP:Iteration 25Q (15431.240000 sec): 3 clusters
  Score: Raw -277980.544079 + Penalty 2645.412991 = -275335.131088
  nChanged 21
		SP:Iteration 26Q (15431.440000 sec): 3 clusters
  Score: Raw -277987.726745 + Penalty 2645.412991 = -275342.313755
  nChanged 25
		SP:Iteration 27Q (15431.620000 sec): 3 clusters
  Score: Raw -277997.057898 + Penalty 2645.412991 = -275351.644907
  nChanged 25
		SP:Iteration 28Q (15431.830000 sec): 3 clusters
  Score: Raw -278007.084282 + Penalty 2645.412991 = -275361.671292
  nChanged 26
		SP:Iteration 29Q (15432.000000 sec): 3 clusters
  Score: Raw -278020.229447 + Penalty 2645.412991 = -275374.816456
  nChanged 34
		SP:Iteration 30Q (15432.270000 sec): 3 clusters
  Score: Raw -278036.572125 + Penalty 2645.412991 = -275391.159134
  nChanged 30
		SP:Iteration 31Q (15432.430000 sec): 3 clusters
  Score: Raw -278050.344730 + Penalty 2645.412991 = -275404.931739
  nChanged 26
		SP:Iteration 32Q (15432.620000 sec): 3 clusters
  Score: Raw -278058.006341 + Penalty 2645.412991 = -275412.593350
  nChanged 16
		SP:Iteration 33Q (15432.810000 sec): 3 clusters
  Score: Raw -278064.016190 + Penalty 2645.412991 = -275418.603199
  nChanged 16
		SP:Iteration 34Q (15433.050000 sec): 3 clusters
  Score: Raw -278072.297537 + Penalty 2645.412991 = -275426.884546
  nChanged 23
		SP:Iteration 35Q (15433.250000 sec): 3 clusters
  Score: Raw -278084.328500 + Penalty 2645.412991 = -275438.915509
  nChanged 20
		SP:Iteration 36Q (15433.420000 sec): 3 clusters
  Score: Raw -278094.104835 + Penalty 2645.412991 = -275448.691844
  nChanged 17
		SP:Iteration 37Q (15433.630000 sec): 3 clusters
  Score: Raw -278102.041946 + Penalty 2645.412991 = -275456.628955
  nChanged 15
		SP:Iteration 38Q (15433.840000 sec): 3 clusters
  Score: Raw -278108.368882 + Penalty 2645.412991 = -275462.955891
  nChanged 14
		SP:Iteration 39Q (15434.000000 sec): 3 clusters
  Score: Raw -278113.402533 + Penalty 2645.412991 = -275467.989542
  nChanged 8
		SP:Iteration 40F (15434.200000 sec): 3 clusters
  Score: Raw -278115.324888 + Penalty 2645.412991 = -275469.911897
  nChanged 3
		SP:Iteration 41Q (15434.430000 sec): 3 clusters
  Score: Raw -278116.063642 + Penalty 2645.412991 = -275470.650651
  nChanged 4
		SP:Iteration 42Q (15434.580000 sec): 3 clusters
  Score: Raw -278117.923513 + Penalty 2645.412991 = -275472.510522
  nChanged 5
		SP:Iteration 43Q (15434.800000 sec): 3 clusters
  Score: Raw -278120.683475 + Penalty 2645.412991 = -275475.270484
  nChanged 1
		SP:Iteration 44Q (15435.000000 sec): 3 clusters
  Score: Raw -278121.496368 + Penalty 2645.412991 = -275476.083377
  nChanged 2
		SP:Iteration 45Q (15435.220000 sec): 3 clusters
  Score: Raw -278122.152755 + Penalty 2645.412991 = -275476.739764
  nChanged 2
		SP:Iteration 46Q (15435.350000 sec): 3 clusters
  Score: Raw -278123.361625 + Penalty 2645.412991 = -275477.948634
  nChanged 2
		SP:Iteration 47Q (15435.540000 sec): 3 clusters
  Score: Raw -278124.399204 + Penalty 2645.412991 = -275478.986213
  nChanged 2
		SP:Iteration 48Q (15435.750000 sec): 3 clusters
  Score: Raw -278125.582248 + Penalty 2645.412991 = -275480.169258
  nChanged 5
		SP:Iteration 49Q (15435.920000 sec): 3 clusters
  Score: Raw -278127.574021 + Penalty 2645.412991 = -275482.161030
  nChanged 5
		SP:Iteration 50Q (15436.160000 sec): 3 clusters
  Score: Raw -278130.966878 + Penalty 2645.412991 = -275485.553887
  nChanged 8
		SP:Iteration 51Q (15436.320000 sec): 3 clusters
  Score: Raw -278135.350042 + Penalty 2645.412991 = -275489.937051
  nChanged 2
		SP:Iteration 52Q (15436.440000 sec): 3 clusters
  Score: Raw -278135.686254 + Penalty 2645.412991 = -275490.273263
  nChanged 2
		SP:Iteration 53Q (15436.570000 sec): 3 clusters
  Score: Raw -278136.010569 + Penalty 2645.412991 = -275490.597578
  nChanged 5
		SP:Iteration 54Q (15436.700000 sec): 3 clusters
  Score: Raw -278138.161033 + Penalty 2645.412991 = -275492.748043
  nChanged 4
		SP:Iteration 55Q (15436.900000 sec): 3 clusters
  Score: Raw -278139.749221 + Penalty 2645.412991 = -275494.336230
  nChanged 3
		SP:Iteration 56Q (15437.050000 sec): 3 clusters
  Score: Raw -278140.430383 + Penalty 2645.412991 = -275495.017392
  nChanged 4
		SP:Iteration 57Q (15437.170000 sec): 3 clusters
  Score: Raw -278141.574340 + Penalty 2645.412991 = -275496.161349
  nChanged 4
		SP:Iteration 58Q (15437.300000 sec): 3 clusters
  Score: Raw -278143.660278 + Penalty 2645.412991 = -275498.247287
  nChanged 5
		SP:Iteration 59Q (15437.430000 sec): 3 clusters
  Score: Raw -278145.701082 + Penalty 2645.412991 = -275500.288091
  nChanged 5
		SP:Iteration 60F (15437.560000 sec): 3 clusters
  Score: Raw -278148.410160 + Penalty 2645.412991 = -275502.997169
  nChanged 9
		SP:Iteration 61Q (15437.760000 sec): 3 clusters
  Score: Raw -278153.045590 + Penalty 2645.412991 = -275507.632599
  nChanged 12
		SP:Iteration 62Q (15437.920000 sec): 3 clusters
  Score: Raw -278158.757322 + Penalty 2645.412991 = -275513.344331
  nChanged 15
		SP:Iteration 63Q (15438.060000 sec): 3 clusters
  Score: Raw -278168.129054 + Penalty 2645.412991 = -275522.716063
  nChanged 14
		SP:Iteration 64Q (15438.210000 sec): 3 clusters
  Score: Raw -278175.340413 + Penalty 2645.412991 = -275529.927422
  nChanged 11
		SP:Iteration 65Q (15438.350000 sec): 3 clusters
  Score: Raw -278181.714411 + Penalty 2645.412991 = -275536.301420
  nChanged 11
		SP:Iteration 66Q (15438.600000 sec): 3 clusters
  Score: Raw -278189.851752 + Penalty 2645.412991 = -275544.438761
  nChanged 14
		SP:Iteration 67Q (15438.760000 sec): 3 clusters
  Score: Raw -278196.912419 + Penalty 2645.412991 = -275551.499428
  nChanged 7
		SP:Iteration 68Q (15438.900000 sec): 3 clusters
  Score: Raw -278201.386332 + Penalty 2645.412991 = -275555.973341
  nChanged 10
		SP:Iteration 69Q (15439.040000 sec): 3 clusters
  Score: Raw -278206.444807 + Penalty 2645.412991 = -275561.031816
  nChanged 11
		SP:Iteration 70Q (15439.190000 sec): 3 clusters
  Score: Raw -278211.301166 + Penalty 2645.412991 = -275565.888175
  nChanged 7
		SP:Iteration 71Q (15439.330000 sec): 3 clusters
  Score: Raw -278214.719808 + Penalty 2645.412991 = -275569.306817
  nChanged 5
		SP:Iteration 72Q (15439.540000 sec): 3 clusters
  Score: Raw -278216.504917 + Penalty 2645.412991 = -275571.091926
  nChanged 6
		SP:Iteration 73Q (15439.700000 sec): 3 clusters
  Score: Raw -278218.984557 + Penalty 2645.412991 = -275573.571566
  nChanged 2
		SP:Iteration 74Q (15439.840000 sec): 3 clusters
  Score: Raw -278219.681044 + Penalty 2645.412991 = -275574.268053
  nChanged 1
		SP:Iteration 75Q (15439.990000 sec): 3 clusters
  Score: Raw -278220.418618 + Penalty 2645.412991 = -275575.005627
  nChanged 3
		SP:Iteration 76Q (15440.130000 sec): 3 clusters
  Score: Raw -278221.376205 + Penalty 2645.412991 = -275575.963214
  nChanged 2
		SP:Iteration 77Q (15440.310000 sec): 3 clusters
  Score: Raw -278221.882426 + Penalty 2645.412991 = -275576.469435
  nChanged 1
		SP:Iteration 78Q (15440.500000 sec): 3 clusters
  Score: Raw -278222.239897 + Penalty 2645.412991 = -275576.826906
  nChanged 2
		SP:Iteration 79Q (15440.670000 sec): 3 clusters
  Score: Raw -278223.733876 + Penalty 2645.412991 = -275578.320885
  nChanged 1
		SP:Iteration 80F (15440.820000 sec): 3 clusters
  Score: Raw -278224.489738 + Penalty 2645.412991 = -275579.076748
  nChanged 1
		SP:Iteration 81Q (15440.960000 sec): 3 clusters
  Score: Raw -278225.000989 + Penalty 2645.412991 = -275579.587998
  nChanged 1
		SP:Iteration 82Q (15441.160000 sec): 3 clusters
  Score: Raw -278225.867114 + Penalty 2645.412991 = -275580.454124
  nChanged 2
		SP:Iteration 83Q (15441.320000 sec): 3 clusters
  Score: Raw -278226.681916 + Penalty 2645.412991 = -275581.268925
  nChanged 3
		SP:Iteration 84Q (15441.500000 sec): 3 clusters
  Score: Raw -278228.194428 + Penalty 2645.412991 = -275582.781437
  nChanged 1
		SP:Iteration 85Q (15441.670000 sec): 3 clusters
  Score: Raw -278228.753960 + Penalty 2645.412991 = -275583.340970
  nChanged 0
		SP:Iteration 86F (15441.780000 sec): 3 clusters
  Score: Raw -278228.753960 + Penalty 2645.412991 = -275583.340970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15441.860000 sec): 2 clusters
  Score: Raw -47440.762314 + Penalty 1058.640812 = -46382.121502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15441.960000 sec): 3 clusters
  Score: Raw -47397.395525 + Penalty 2117.281625 = -45280.113901
  nChanged 187
		SP:Iteration 1F (15442.160000 sec): 3 clusters
  Score: Raw -47702.782624 + Penalty 2117.281625 = -45585.500999
  nChanged 50
		SP:Iteration 2F (15442.370000 sec): 3 clusters
  Score: Raw -47794.995500 + Penalty 2117.281625 = -45677.713876
  nChanged 30
		SP:Iteration 3Q (15442.550000 sec): 3 clusters
  Score: Raw -47842.514491 + Penalty 2117.281625 = -45725.232867
  nChanged 12
		SP:Iteration 4Q (15442.730000 sec): 3 clusters
  Score: Raw -47860.940013 + Penalty 2117.281625 = -45743.658388
  nChanged 11
		SP:Iteration 5Q (15442.900000 sec): 3 clusters
  Score: Raw -47878.224659 + Penalty 2117.281625 = -45760.943035
  nChanged 6
		SP:Iteration 6Q (15443.080000 sec): 3 clusters
  Score: Raw -47885.189754 + Penalty 2117.281625 = -45767.908129
  nChanged 4
		SP:Iteration 7Q (15443.310000 sec): 3 clusters
  Score: Raw -47889.712031 + Penalty 2117.281625 = -45772.430407
  nChanged 2
		SP:Iteration 8Q (15443.470000 sec): 3 clusters
  Score: Raw -47890.986809 + Penalty 2117.281625 = -45773.705184
  nChanged 0
		SP:Iteration 9F (15443.660000 sec): 3 clusters
  Score: Raw -47890.986809 + Penalty 2117.281625 = -45773.705184
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15443.780000 sec): 2 clusters
  Score: Raw -172871.740301 + Penalty 1255.078902 = -171616.661399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15443.970000 sec): 3 clusters
  Score: Raw -171870.994777 + Penalty 2510.157803 = -169360.836973
  nChanged 824
		SP:Iteration 1F (15444.160000 sec): 3 clusters
  Score: Raw -172393.161756 + Penalty 2510.157803 = -169883.003952
  nChanged 188
		SP:Iteration 2F (15444.370000 sec): 3 clusters
  Score: Raw -172540.987980 + Penalty 2510.157803 = -170030.830177
  nChanged 128
		SP:Iteration 3F (15444.480000 sec): 3 clusters
  Score: Raw -172628.548801 + Penalty 2510.157803 = -170118.390998
  nChanged 90
		SP:Iteration 4Q (15444.650000 sec): 3 clusters
  Score: Raw -172685.974610 + Penalty 2510.157803 = -170175.816807
  nChanged 70
		SP:Iteration 5Q (15444.850000 sec): 3 clusters
  Score: Raw -172726.576991 + Penalty 2510.157803 = -170216.419188
  nChanged 49
		SP:Iteration 6Q (15445.070000 sec): 3 clusters
  Score: Raw -172752.388470 + Penalty 2510.157803 = -170242.230666
  nChanged 39
		SP:Iteration 7Q (15445.280000 sec): 3 clusters
  Score: Raw -172775.640429 + Penalty 2510.157803 = -170265.482625
  nChanged 30
		SP:Iteration 8Q (15445.510000 sec): 3 clusters
  Score: Raw -172787.876027 + Penalty 2510.157803 = -170277.718223
  nChanged 25
		SP:Iteration 9Q (15445.690000 sec): 3 clusters
  Score: Raw -172796.885720 + Penalty 2510.157803 = -170286.727916
  nChanged 24
		SP:Iteration 10Q (15445.890000 sec): 3 clusters
  Score: Raw -172810.915152 + Penalty 2510.157803 = -170300.757349
  nChanged 23
		SP:Iteration 11Q (15446.070000 sec): 3 clusters
  Score: Raw -172829.577049 + Penalty 2510.157803 = -170319.419245
  nChanged 28
		SP:Iteration 12Q (15446.220000 sec): 3 clusters
  Score: Raw -172845.798036 + Penalty 2510.157803 = -170335.640233
  nChanged 23
		SP:Iteration 13Q (15446.440000 sec): 3 clusters
  Score: Raw -172856.413800 + Penalty 2510.157803 = -170346.255997
  nChanged 23
		SP:Iteration 14Q (15446.610000 sec): 3 clusters
  Score: Raw -172866.809651 + Penalty 2510.157803 = -170356.651847
  nChanged 16
		SP:Iteration 15Q (15446.810000 sec): 3 clusters
  Score: Raw -172876.865355 + Penalty 2510.157803 = -170366.707552
  nChanged 27
		SP:Iteration 16Q (15446.990000 sec): 3 clusters
  Score: Raw -172895.304035 + Penalty 2510.157803 = -170385.146231
  nChanged 30
		SP:Iteration 17Q (15447.180000 sec): 3 clusters
  Score: Raw -172910.659104 + Penalty 2510.157803 = -170400.501301
  nChanged 17
		SP:Iteration 18Q (15447.320000 sec): 3 clusters
  Score: Raw -172917.459265 + Penalty 2510.157803 = -170407.301461
  nChanged 19
		SP:Iteration 19Q (15447.480000 sec): 3 clusters
  Score: Raw -172926.332838 + Penalty 2510.157803 = -170416.175034
  nChanged 23
		SP:Iteration 20F (15447.650000 sec): 3 clusters
  Score: Raw -172934.844318 + Penalty 2510.157803 = -170424.686515
  nChanged 17
		SP:Iteration 21Q (15447.840000 sec): 3 clusters
  Score: Raw -172941.703171 + Penalty 2510.157803 = -170431.545367
  nChanged 19
		SP:Iteration 22Q (15448.010000 sec): 3 clusters
  Score: Raw -172950.246891 + Penalty 2510.157803 = -170440.089087
  nChanged 20
		SP:Iteration 23Q (15448.250000 sec): 3 clusters
  Score: Raw -172959.682481 + Penalty 2510.157803 = -170449.524677
  nChanged 27
		SP:Iteration 24Q (15448.440000 sec): 3 clusters
  Score: Raw -172977.631128 + Penalty 2510.157803 = -170467.473325
  nChanged 34
		SP:Iteration 25Q (15448.610000 sec): 3 clusters
  Score: Raw -172996.241922 + Penalty 2510.157803 = -170486.084118
  nChanged 30
		SP:Iteration 26Q (15448.810000 sec): 3 clusters
  Score: Raw -173015.668217 + Penalty 2510.157803 = -170505.510413
  nChanged 36
		SP:Iteration 27Q (15449.020000 sec): 3 clusters
  Score: Raw -173040.878814 + Penalty 2510.157803 = -170530.721011
  nChanged 38
		SP:Iteration 28Q (15449.240000 sec): 3 clusters
  Score: Raw -173064.342957 + Penalty 2510.157803 = -170554.185153
  nChanged 36
		SP:Iteration 29Q (15449.430000 sec): 3 clusters
  Score: Raw -173087.924233 + Penalty 2510.157803 = -170577.766430
  nChanged 32
		SP:Iteration 30Q (15449.640000 sec): 3 clusters
  Score: Raw -173105.468684 + Penalty 2510.157803 = -170595.310880
  nChanged 24
		SP:Iteration 31Q (15449.830000 sec): 3 clusters
  Score: Raw -173116.904824 + Penalty 2510.157803 = -170606.747021
  nChanged 17
		SP:Iteration 32Q (15450.000000 sec): 3 clusters
  Score: Raw -173124.880682 + Penalty 2510.157803 = -170614.722878
  nChanged 13
		SP:Iteration 33Q (15450.230000 sec): 3 clusters
  Score: Raw -173135.198025 + Penalty 2510.157803 = -170625.040222
  nChanged 14
		SP:Iteration 34Q (15450.450000 sec): 3 clusters
  Score: Raw -173144.251800 + Penalty 2510.157803 = -170634.093997
  nChanged 11
		SP:Iteration 35Q (15450.630000 sec): 3 clusters
  Score: Raw -173153.053662 + Penalty 2510.157803 = -170642.895859
  nChanged 10
		SP:Iteration 36Q (15450.800000 sec): 3 clusters
  Score: Raw -173159.690310 + Penalty 2510.157803 = -170649.532506
  nChanged 7
		SP:Iteration 37Q (15451.000000 sec): 3 clusters
  Score: Raw -173163.092081 + Penalty 2510.157803 = -170652.934277
  nChanged 3
		SP:Iteration 38Q (15451.150000 sec): 3 clusters
  Score: Raw -173164.109092 + Penalty 2510.157803 = -170653.951289
  nChanged 4
		SP:Iteration 39Q (15451.360000 sec): 3 clusters
  Score: Raw -173165.629106 + Penalty 2510.157803 = -170655.471302
  nChanged 2
		SP:Iteration 40F (15451.550000 sec): 3 clusters
  Score: Raw -173166.089051 + Penalty 2510.157803 = -170655.931247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15451.660000 sec): 2 clusters
  Score: Raw -11291.065242 + Penalty 851.783890 = -10439.281352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15451.820000 sec): 3 clusters
  Score: Raw -11426.794691 + Penalty 1703.567780 = -9723.226911
  nChanged 28
		SP:Iteration 1F (15451.930000 sec): 3 clusters
  Score: Raw -11528.276881 + Penalty 1703.567780 = -9824.709101
  nChanged 6
		SP:Iteration 2Q (15452.130000 sec): 3 clusters
  Score: Raw -11555.800075 + Penalty 1703.567780 = -9852.232295
  nChanged 1
		SP:Iteration 3Q (15452.310000 sec): 3 clusters
  Score: Raw -11558.588227 + Penalty 1703.567780 = -9855.020447
  nChanged 0
		SP:Iteration 4F (15452.500000 sec): 3 clusters
  Score: Raw -11558.588227 + Penalty 1703.567780 = -9855.020447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15452.580000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15452.760000 sec): 3 clusters
  Score: Raw -223683.134079 + Penalty 2572.725381 = -221110.408698
  nChanged 1019
		SP:Iteration 1F (15452.990000 sec): 3 clusters
  Score: Raw -224254.587916 + Penalty 2572.725381 = -221681.862534
  nChanged 205
		SP:Iteration 2F (15453.190000 sec): 3 clusters
  Score: Raw -224401.839239 + Penalty 2572.725381 = -221829.113858
  nChanged 161
		SP:Iteration 3F (15453.420000 sec): 3 clusters
  Score: Raw -224501.135924 + Penalty 2572.725381 = -221928.410543
  nChanged 102
		SP:Iteration 4Q (15453.590000 sec): 3 clusters
  Score: Raw -224560.194504 + Penalty 2572.725381 = -221987.469122
  nChanged 83
		SP:Iteration 5Q (15453.760000 sec): 3 clusters
  Score: Raw -224617.261278 + Penalty 2572.725381 = -222044.535897
  nChanged 70
		SP:Iteration 6Q (15453.990000 sec): 3 clusters
  Score: Raw -224666.481916 + Penalty 2572.725381 = -222093.756534
  nChanged 68
		SP:Iteration 7Q (15454.150000 sec): 3 clusters
  Score: Raw -224697.561138 + Penalty 2572.725381 = -222124.835757
  nChanged 52
		SP:Iteration 8Q (15454.350000 sec): 3 clusters
  Score: Raw -224729.359666 + Penalty 2572.725381 = -222156.634285
  nChanged 55
		SP:Iteration 9Q (15454.530000 sec): 3 clusters
  Score: Raw -224760.760436 + Penalty 2572.725381 = -222188.035055
  nChanged 48
		SP:Iteration 10Q (15454.690000 sec): 3 clusters
  Score: Raw -224787.319530 + Penalty 2572.725381 = -222214.594148
  nChanged 43
		SP:Iteration 11Q (15454.920000 sec): 3 clusters
  Score: Raw -224805.010623 + Penalty 2572.725381 = -222232.285242
  nChanged 30
		SP:Iteration 12Q (15455.100000 sec): 3 clusters
  Score: Raw -224816.665468 + Penalty 2572.725381 = -222243.940087
  nChanged 20
		SP:Iteration 13Q (15455.290000 sec): 3 clusters
  Score: Raw -224828.320204 + Penalty 2572.725381 = -222255.594823
  nChanged 24
		SP:Iteration 14Q (15455.480000 sec): 3 clusters
  Score: Raw -224842.636861 + Penalty 2572.725381 = -222269.911479
  nChanged 24
		SP:Iteration 15Q (15455.710000 sec): 3 clusters
  Score: Raw -224853.518428 + Penalty 2572.725381 = -222280.793047
  nChanged 25
		SP:Iteration 16Q (15455.870000 sec): 3 clusters
  Score: Raw -224867.395931 + Penalty 2572.725381 = -222294.670550
  nChanged 28
		SP:Iteration 17Q (15456.050000 sec): 3 clusters
  Score: Raw -224879.915221 + Penalty 2572.725381 = -222307.189840
  nChanged 14
		SP:Iteration 18Q (15456.230000 sec): 3 clusters
  Score: Raw -224889.502927 + Penalty 2572.725381 = -222316.777546
  nChanged 15
		SP:Iteration 19Q (15456.400000 sec): 3 clusters
  Score: Raw -224895.160520 + Penalty 2572.725381 = -222322.435138
  nChanged 14
		SP:Iteration 20F (15456.610000 sec): 3 clusters
  Score: Raw -224899.962188 + Penalty 2572.725381 = -222327.236807
  nChanged 13
		SP:Iteration 21Q (15456.830000 sec): 3 clusters
  Score: Raw -224903.259934 + Penalty 2572.725381 = -222330.534553
  nChanged 9
		SP:Iteration 22Q (15457.050000 sec): 3 clusters
  Score: Raw -224907.393701 + Penalty 2572.725381 = -222334.668320
  nChanged 8
		SP:Iteration 23Q (15457.210000 sec): 3 clusters
  Score: Raw -224909.243114 + Penalty 2572.725381 = -222336.517733
  nChanged 6
		SP:Iteration 24Q (15457.380000 sec): 3 clusters
  Score: Raw -224910.646892 + Penalty 2572.725381 = -222337.921511
  nChanged 9
		SP:Iteration 25Q (15457.590000 sec): 3 clusters
  Score: Raw -224913.332836 + Penalty 2572.725381 = -222340.607455
  nChanged 4
		SP:Iteration 26Q (15457.730000 sec): 3 clusters
  Score: Raw -224914.086549 + Penalty 2572.725381 = -222341.361167
  nChanged 3
		SP:Iteration 27Q (15457.880000 sec): 3 clusters
  Score: Raw -224915.016515 + Penalty 2572.725381 = -222342.291134
  nChanged 6
		SP:Iteration 28Q (15458.030000 sec): 3 clusters
  Score: Raw -224916.626593 + Penalty 2572.725381 = -222343.901212
  nChanged 5
		SP:Iteration 29Q (15458.170000 sec): 3 clusters
  Score: Raw -224917.933555 + Penalty 2572.725381 = -222345.208174
  nChanged 1
		SP:Iteration 30Q (15458.390000 sec): 3 clusters
  Score: Raw -224919.024054 + Penalty 2572.725381 = -222346.298673
  nChanged 2
		SP:Iteration 31Q (15458.550000 sec): 3 clusters
  Score: Raw -224919.497116 + Penalty 2572.725381 = -222346.771735
  nChanged 2
		SP:Iteration 32Q (15458.760000 sec): 3 clusters
  Score: Raw -224919.840254 + Penalty 2572.725381 = -222347.114873
  nChanged 3
		SP:Iteration 33Q (15458.960000 sec): 3 clusters
  Score: Raw -224920.620734 + Penalty 2572.725381 = -222347.895352
  nChanged 4
		SP:Iteration 34Q (15459.140000 sec): 3 clusters
  Score: Raw -224922.069645 + Penalty 2572.725381 = -222349.344263
  nChanged 6
		SP:Iteration 35Q (15459.310000 sec): 3 clusters
  Score: Raw -224923.607743 + Penalty 2572.725381 = -222350.882361
  nChanged 6
		SP:Iteration 36Q (15459.450000 sec): 3 clusters
  Score: Raw -224925.565024 + Penalty 2572.725381 = -222352.839642
  nChanged 4
		SP:Iteration 37Q (15459.660000 sec): 3 clusters
  Score: Raw -224926.236564 + Penalty 2572.725381 = -222353.511183
  nChanged 3
		SP:Iteration 38Q (15459.870000 sec): 3 clusters
  Score: Raw -224927.133685 + Penalty 2572.725381 = -222354.408303
  nChanged 4
		SP:Iteration 39Q (15460.060000 sec): 3 clusters
  Score: Raw -224928.067553 + Penalty 2572.725381 = -222355.342172
  nChanged 1
		SP:Iteration 40F (15460.280000 sec): 3 clusters
  Score: Raw -224928.230623 + Penalty 2572.725381 = -222355.505242
  nChanged 1
		SP:Iteration 41Q (15460.540000 sec): 3 clusters
  Score: Raw -224928.423010 + Penalty 2572.725381 = -222355.697629
  nChanged 2
		SP:Iteration 42Q (15460.760000 sec): 3 clusters
  Score: Raw -224929.107060 + Penalty 2572.725381 = -222356.381679
  nChanged 2
		SP:Iteration 43Q (15460.970000 sec): 3 clusters
  Score: Raw -224929.277375 + Penalty 2572.725381 = -222356.551993
  nChanged 0
		SP:Iteration 44F (15461.150000 sec): 3 clusters
  Score: Raw -224929.277375 + Penalty 2572.725381 = -222356.551993
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (5461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15461.280000 sec): 2 clusters
  Score: Raw -370166.884218 + Penalty 1398.375420 = -368768.508798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15461.500000 sec): 3 clusters
  Score: Raw -367336.736881 + Penalty 2796.750841 = -364539.986040
  nChanged 2199
		SP:Iteration 1F (15461.700000 sec): 3 clusters
  Score: Raw -368995.077322 + Penalty 2796.750841 = -366198.326482
  nChanged 578
		SP:Iteration 2F (15461.930000 sec): 3 clusters
  Score: Raw -369626.540132 + Penalty 2796.750841 = -366829.789291
  nChanged 512
		SP:Iteration 3F (15462.110000 sec): 3 clusters
  Score: Raw -370138.900989 + Penalty 2796.750841 = -367342.150148
  nChanged 377
		SP:Iteration 4F (15462.290000 sec): 3 clusters
  Score: Raw -370439.465917 + Penalty 2796.750841 = -367642.715077
  nChanged 262
		SP:Iteration 5Q (15462.480000 sec): 3 clusters
  Score: Raw -370624.538823 + Penalty 2796.750841 = -367827.787982
  nChanged 209
		SP:Iteration 6Q (15462.720000 sec): 3 clusters
  Score: Raw -370754.065222 + Penalty 2796.750841 = -367957.314381
  nChanged 152
		SP:Iteration 7Q (15462.910000 sec): 3 clusters
  Score: Raw -370840.369710 + Penalty 2796.750841 = -368043.618869
  nChanged 118
		SP:Iteration 8Q (15463.130000 sec): 3 clusters
  Score: Raw -370905.158423 + Penalty 2796.750841 = -368108.407582
  nChanged 97
		SP:Iteration 9Q (15463.380000 sec): 3 clusters
  Score: Raw -370949.288622 + Penalty 2796.750841 = -368152.537781
  nChanged 81
		SP:Iteration 10Q (15463.580000 sec): 3 clusters
  Score: Raw -370980.543269 + Penalty 2796.750841 = -368183.792428
  nChanged 54
		SP:Iteration 11Q (15463.750000 sec): 3 clusters
  Score: Raw -371003.095365 + Penalty 2796.750841 = -368206.344524
  nChanged 51
		SP:Iteration 12Q (15463.990000 sec): 3 clusters
  Score: Raw -371021.758751 + Penalty 2796.750841 = -368225.007911
  nChanged 35
		SP:Iteration 13Q (15464.200000 sec): 3 clusters
  Score: Raw -371032.341078 + Penalty 2796.750841 = -368235.590237
  nChanged 25
		SP:Iteration 14Q (15464.400000 sec): 3 clusters
  Score: Raw -371044.024386 + Penalty 2796.750841 = -368247.273546
  nChanged 40
		SP:Iteration 15Q (15464.600000 sec): 3 clusters
  Score: Raw -371058.257222 + Penalty 2796.750841 = -368261.506381
  nChanged 22
		SP:Iteration 16Q (15464.750000 sec): 3 clusters
  Score: Raw -371067.083476 + Penalty 2796.750841 = -368270.332635
  nChanged 17
		SP:Iteration 17Q (15464.950000 sec): 3 clusters
  Score: Raw -371072.909587 + Penalty 2796.750841 = -368276.158746
  nChanged 16
		SP:Iteration 18Q (15465.130000 sec): 3 clusters
  Score: Raw -371077.353529 + Penalty 2796.750841 = -368280.602689
  nChanged 13
		SP:Iteration 19Q (15465.340000 sec): 3 clusters
  Score: Raw -371081.080797 + Penalty 2796.750841 = -368284.329956
  nChanged 14
		SP:Iteration 20F (15465.550000 sec): 3 clusters
  Score: Raw -371084.752349 + Penalty 2796.750841 = -368288.001509
  nChanged 13
		SP:Iteration 21Q (15465.820000 sec): 3 clusters
  Score: Raw -371090.521568 + Penalty 2796.750841 = -368293.770727
  nChanged 20
		SP:Iteration 22Q (15465.960000 sec): 3 clusters
  Score: Raw -371096.060608 + Penalty 2796.750841 = -368299.309768
  nChanged 16
		SP:Iteration 23Q (15466.120000 sec): 3 clusters
  Score: Raw -371100.941251 + Penalty 2796.750841 = -368304.190411
  nChanged 18
		SP:Iteration 24Q (15466.300000 sec): 3 clusters
  Score: Raw -371106.569763 + Penalty 2796.750841 = -368309.818923
  nChanged 19
		SP:Iteration 25Q (15466.490000 sec): 3 clusters
  Score: Raw -371116.902034 + Penalty 2796.750841 = -368320.151194
  nChanged 21
		SP:Iteration 26Q (15466.700000 sec): 3 clusters
  Score: Raw -371128.778123 + Penalty 2796.750841 = -368332.027282
  nChanged 38
		SP:Iteration 27Q (15466.930000 sec): 3 clusters
  Score: Raw -371151.434530 + Penalty 2796.750841 = -368354.683689
  nChanged 44
		SP:Iteration 28Q (15467.160000 sec): 3 clusters
  Score: Raw -371173.969111 + Penalty 2796.750841 = -368377.218270
  nChanged 47
		SP:Iteration 29Q (15467.350000 sec): 3 clusters
  Score: Raw -371199.942998 + Penalty 2796.750841 = -368403.192158
  nChanged 48
		SP:Iteration 30Q (15467.590000 sec): 3 clusters
  Score: Raw -371238.524051 + Penalty 2796.750841 = -368441.773210
  nChanged 60
		SP:Iteration 31Q (15467.860000 sec): 3 clusters
  Score: Raw -371272.976498 + Penalty 2796.750841 = -368476.225657
  nChanged 51
		SP:Iteration 32Q (15468.030000 sec): 3 clusters
  Score: Raw -371304.054421 + Penalty 2796.750841 = -368507.303580
  nChanged 56
		SP:Iteration 33Q (15468.300000 sec): 3 clusters
  Score: Raw -371341.402300 + Penalty 2796.750841 = -368544.651459
  nChanged 54
		SP:Iteration 34Q (15468.460000 sec): 3 clusters
  Score: Raw -371379.138646 + Penalty 2796.750841 = -368582.387806
  nChanged 58
		SP:Iteration 35Q (15468.670000 sec): 3 clusters
  Score: Raw -371413.920148 + Penalty 2796.750841 = -368617.169308
  nChanged 51
		SP:Iteration 36Q (15468.790000 sec): 3 clusters
  Score: Raw -371439.372319 + Penalty 2796.750841 = -368642.621479
  nChanged 49
		SP:Iteration 37Q (15468.960000 sec): 3 clusters
  Score: Raw -371458.468467 + Penalty 2796.750841 = -368661.717627
  nChanged 47
		SP:Iteration 38Q (15469.140000 sec): 3 clusters
  Score: Raw -371477.874469 + Penalty 2796.750841 = -368681.123628
  nChanged 37
		SP:Iteration 39Q (15469.300000 sec): 3 clusters
  Score: Raw -371498.612002 + Penalty 2796.750841 = -368701.861161
  nChanged 36
		SP:Iteration 40F (15469.470000 sec): 3 clusters
  Score: Raw -371515.633749 + Penalty 2796.750841 = -368718.882909
  nChanged 31
		SP:Iteration 41Q (15469.670000 sec): 3 clusters
  Score: Raw -371531.102560 + Penalty 2796.750841 = -368734.351720
  nChanged 29
		SP:Iteration 42Q (15469.880000 sec): 3 clusters
  Score: Raw -371543.624777 + Penalty 2796.750841 = -368746.873936
  nChanged 26
		SP:Iteration 43Q (15470.070000 sec): 3 clusters
  Score: Raw -371551.567474 + Penalty 2796.750841 = -368754.816633
  nChanged 25
		SP:Iteration 44Q (15470.270000 sec): 3 clusters
  Score: Raw -371563.067150 + Penalty 2796.750841 = -368766.316309
  nChanged 32
		SP:Iteration 45Q (15470.490000 sec): 3 clusters
  Score: Raw -371578.244679 + Penalty 2796.750841 = -368781.493838
  nChanged 27
		SP:Iteration 46Q (15470.690000 sec): 3 clusters
  Score: Raw -371587.326888 + Penalty 2796.750841 = -368790.576047
  nChanged 17
		SP:Iteration 47Q (15470.890000 sec): 3 clusters
  Score: Raw -371594.019154 + Penalty 2796.750841 = -368797.268313
  nChanged 14
		SP:Iteration 48Q (15471.120000 sec): 3 clusters
  Score: Raw -371600.747213 + Penalty 2796.750841 = -368803.996372
  nChanged 12
		SP:Iteration 49Q (15471.330000 sec): 3 clusters
  Score: Raw -371604.882112 + Penalty 2796.750841 = -368808.131272
  nChanged 10
		SP:Iteration 50Q (15471.520000 sec): 3 clusters
  Score: Raw -371607.773753 + Penalty 2796.750841 = -368811.022912
  nChanged 10
		SP:Iteration 51Q (15471.660000 sec): 3 clusters
  Score: Raw -371611.691313 + Penalty 2796.750841 = -368814.940472
  nChanged 16
		SP:Iteration 52Q (15471.850000 sec): 3 clusters
  Score: Raw -371618.734649 + Penalty 2796.750841 = -368821.983809
  nChanged 12
		SP:Iteration 53Q (15472.090000 sec): 3 clusters
  Score: Raw -371624.272364 + Penalty 2796.750841 = -368827.521523
  nChanged 8
		SP:Iteration 54Q (15472.270000 sec): 3 clusters
  Score: Raw -371625.806177 + Penalty 2796.750841 = -368829.055336
  nChanged 2
		SP:Iteration 55Q (15472.460000 sec): 3 clusters
  Score: Raw -371626.272919 + Penalty 2796.750841 = -368829.522078
  nChanged 2
		SP:Iteration 56Q (15472.660000 sec): 3 clusters
  Score: Raw -371626.709589 + Penalty 2796.750841 = -368829.958749
  nChanged 0
		SP:Iteration 57F (15472.870000 sec): 3 clusters
  Score: Raw -371626.709589 + Penalty 2796.750841 = -368829.958749
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15472.940000 sec): 2 clusters
  Score: Raw -120765.574583 + Penalty 1216.665725 = -119548.908858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15473.070000 sec): 3 clusters
  Score: Raw -120058.890956 + Penalty 2433.331451 = -117625.559506
  nChanged 623
		SP:Iteration 1F (15473.280000 sec): 3 clusters
  Score: Raw -120612.815009 + Penalty 2433.331451 = -118179.483558
  nChanged 163
		SP:Iteration 2F (15473.450000 sec): 3 clusters
  Score: Raw -120779.841036 + Penalty 2433.331451 = -118346.509586
  nChanged 99
		SP:Iteration 3F (15473.650000 sec): 3 clusters
  Score: Raw -120891.454048 + Penalty 2433.331451 = -118458.122597
  nChanged 73
		SP:Iteration 4Q (15473.830000 sec): 3 clusters
  Score: Raw -120967.595873 + Penalty 2433.331451 = -118534.264422
  nChanged 45
		SP:Iteration 5Q (15474.050000 sec): 3 clusters
  Score: Raw -121009.254120 + Penalty 2433.331451 = -118575.922669
  nChanged 44
		SP:Iteration 6Q (15474.180000 sec): 3 clusters
  Score: Raw -121034.744326 + Penalty 2433.331451 = -118601.412876
  nChanged 26
		SP:Iteration 7Q (15474.370000 sec): 3 clusters
  Score: Raw -121057.760638 + Penalty 2433.331451 = -118624.429188
  nChanged 26
		SP:Iteration 8Q (15474.540000 sec): 3 clusters
  Score: Raw -121076.103160 + Penalty 2433.331451 = -118642.771709
  nChanged 22
		SP:Iteration 9Q (15474.710000 sec): 3 clusters
  Score: Raw -121087.362789 + Penalty 2433.331451 = -118654.031338
  nChanged 8
		SP:Iteration 10Q (15474.860000 sec): 3 clusters
  Score: Raw -121092.700204 + Penalty 2433.331451 = -118659.368754
  nChanged 9
		SP:Iteration 11Q (15475.030000 sec): 3 clusters
  Score: Raw -121097.831017 + Penalty 2433.331451 = -118664.499566
  nChanged 10
		SP:Iteration 12Q (15475.190000 sec): 3 clusters
  Score: Raw -121102.261471 + Penalty 2433.331451 = -118668.930020
  nChanged 5
		SP:Iteration 13Q (15475.380000 sec): 3 clusters
  Score: Raw -121105.657466 + Penalty 2433.331451 = -118672.326015
  nChanged 6
		SP:Iteration 14Q (15475.590000 sec): 3 clusters
  Score: Raw -121108.548229 + Penalty 2433.331451 = -118675.216778
  nChanged 5
		SP:Iteration 15Q (15475.810000 sec): 3 clusters
  Score: Raw -121111.665547 + Penalty 2433.331451 = -118678.334097
  nChanged 4
		SP:Iteration 16Q (15475.960000 sec): 3 clusters
  Score: Raw -121117.906208 + Penalty 2433.331451 = -118684.574757
  nChanged 9
		SP:Iteration 17Q (15476.170000 sec): 3 clusters
  Score: Raw -121124.835297 + Penalty 2433.331451 = -118691.503846
  nChanged 8
		SP:Iteration 18Q (15476.350000 sec): 3 clusters
  Score: Raw -121138.536436 + Penalty 2433.331451 = -118705.204985
  nChanged 10
		SP:Iteration 19Q (15476.600000 sec): 3 clusters
  Score: Raw -121151.814618 + Penalty 2433.331451 = -118718.483167
  nChanged 12
		SP:Iteration 20F (15476.750000 sec): 3 clusters
  Score: Raw -121157.598611 + Penalty 2433.331451 = -118724.267160
  nChanged 11
		SP:Iteration 21Q (15476.910000 sec): 3 clusters
  Score: Raw -121163.970452 + Penalty 2433.331451 = -118730.639002
  nChanged 10
		SP:Iteration 22Q (15477.070000 sec): 3 clusters
  Score: Raw -121171.430656 + Penalty 2433.331451 = -118738.099206
  nChanged 9
		SP:Iteration 23Q (15477.230000 sec): 3 clusters
  Score: Raw -121180.519709 + Penalty 2433.331451 = -118747.188258
  nChanged 13
		SP:Iteration 24Q (15477.380000 sec): 3 clusters
  Score: Raw -121187.150641 + Penalty 2433.331451 = -118753.819190
  nChanged 7
		SP:Iteration 25Q (15477.570000 sec): 3 clusters
  Score: Raw -121189.704187 + Penalty 2433.331451 = -118756.372737
  nChanged 8
		SP:Iteration 26Q (15477.790000 sec): 3 clusters
  Score: Raw -121194.789769 + Penalty 2433.331451 = -118761.458318
  nChanged 7
		SP:Iteration 27Q (15477.910000 sec): 3 clusters
  Score: Raw -121197.328462 + Penalty 2433.331451 = -118763.997011
  nChanged 3
		SP:Iteration 28Q (15478.100000 sec): 3 clusters
  Score: Raw -121199.865340 + Penalty 2433.331451 = -118766.533889
  nChanged 5
		SP:Iteration 29Q (15478.230000 sec): 3 clusters
  Score: Raw -121202.067413 + Penalty 2433.331451 = -118768.735963
  nChanged 5
		SP:Iteration 30Q (15478.400000 sec): 3 clusters
  Score: Raw -121205.685949 + Penalty 2433.331451 = -118772.354499
  nChanged 3
		SP:Iteration 31Q (15478.540000 sec): 3 clusters
  Score: Raw -121207.325276 + Penalty 2433.331451 = -118773.993826
  nChanged 1
		SP:Iteration 32Q (15478.690000 sec): 3 clusters
  Score: Raw -121207.625281 + Penalty 2433.331451 = -118774.293830
  nChanged 0
		SP:Iteration 33F (15478.830000 sec): 3 clusters
  Score: Raw -121207.625281 + Penalty 2433.331451 = -118774.293830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15478.930000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15479.050000 sec): 3 clusters
  Score: Raw -110781.874539 + Penalty 2353.676767 = -108428.197773
  nChanged 450
		SP:Iteration 1F (15479.250000 sec): 3 clusters
  Score: Raw -111118.003143 + Penalty 2353.676767 = -108764.326376
  nChanged 103
		SP:Iteration 2F (15479.420000 sec): 3 clusters
  Score: Raw -111220.128261 + Penalty 2353.676767 = -108866.451494
  nChanged 78
		SP:Iteration 3F (15479.620000 sec): 3 clusters
  Score: Raw -111307.410718 + Penalty 2353.676767 = -108953.733952
  nChanged 75
		SP:Iteration 4F (15479.810000 sec): 3 clusters
  Score: Raw -111389.916569 + Penalty 2353.676767 = -109036.239803
  nChanged 60
		SP:Iteration 5Q (15480.000000 sec): 3 clusters
  Score: Raw -111467.214581 + Penalty 2353.676767 = -109113.537815
  nChanged 63
		SP:Iteration 6Q (15480.150000 sec): 3 clusters
  Score: Raw -111557.180428 + Penalty 2353.676767 = -109203.503662
  nChanged 69
		SP:Iteration 7Q (15480.250000 sec): 3 clusters
  Score: Raw -111670.533884 + Penalty 2353.676767 = -109316.857118
  nChanged 59
		SP:Iteration 8Q (15480.390000 sec): 3 clusters
  Score: Raw -111777.576794 + Penalty 2353.676767 = -109423.900027
  nChanged 42
		SP:Iteration 9Q (15480.550000 sec): 3 clusters
  Score: Raw -111852.606690 + Penalty 2353.676767 = -109498.929924
  nChanged 47
		SP:Iteration 10Q (15480.690000 sec): 3 clusters
  Score: Raw -111906.072890 + Penalty 2353.676767 = -109552.396123
  nChanged 26
		SP:Iteration 11Q (15480.890000 sec): 3 clusters
  Score: Raw -111932.052580 + Penalty 2353.676767 = -109578.375813
  nChanged 20
		SP:Iteration 12Q (15481.090000 sec): 3 clusters
  Score: Raw -111952.613124 + Penalty 2353.676767 = -109598.936357
  nChanged 20
		SP:Iteration 13Q (15481.270000 sec): 3 clusters
  Score: Raw -111974.704553 + Penalty 2353.676767 = -109621.027787
  nChanged 17
		SP:Iteration 14Q (15481.440000 sec): 3 clusters
  Score: Raw -111988.443719 + Penalty 2353.676767 = -109634.766952
  nChanged 14
		SP:Iteration 15Q (15481.660000 sec): 3 clusters
  Score: Raw -112002.848728 + Penalty 2353.676767 = -109649.171961
  nChanged 11
		SP:Iteration 16Q (15481.850000 sec): 3 clusters
  Score: Raw -112015.081494 + Penalty 2353.676767 = -109661.404728
  nChanged 4
		SP:Iteration 17Q (15482.050000 sec): 3 clusters
  Score: Raw -112017.887020 + Penalty 2353.676767 = -109664.210254
  nChanged 1
		SP:Iteration 18Q (15482.220000 sec): 3 clusters
  Score: Raw -112018.329193 + Penalty 2353.676767 = -109664.652426
  nChanged 0
		SP:Iteration 19F (15482.420000 sec): 3 clusters
  Score: Raw -112018.329193 + Penalty 2353.676767 = -109664.652426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15482.490000 sec): 2 clusters
  Score: Raw -119430.215263 + Penalty 1185.446668 = -118244.768595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15482.690000 sec): 3 clusters
  Score: Raw -118902.719029 + Penalty 2370.893335 = -116531.825693
  nChanged 484
		SP:Iteration 1F (15482.810000 sec): 3 clusters
  Score: Raw -119252.185365 + Penalty 2370.893335 = -116881.292029
  nChanged 113
		SP:Iteration 2F (15482.990000 sec): 3 clusters
  Score: Raw -119383.612893 + Penalty 2370.893335 = -117012.719557
  nChanged 83
		SP:Iteration 3F (15483.160000 sec): 3 clusters
  Score: Raw -119465.293323 + Penalty 2370.893335 = -117094.399988
  nChanged 67
		SP:Iteration 4Q (15483.330000 sec): 3 clusters
  Score: Raw -119546.082525 + Penalty 2370.893335 = -117175.189190
  nChanged 63
		SP:Iteration 5Q (15483.500000 sec): 3 clusters
  Score: Raw -119629.247408 + Penalty 2370.893335 = -117258.354072
  nChanged 55
		SP:Iteration 6Q (15483.650000 sec): 3 clusters
  Score: Raw -119702.502724 + Penalty 2370.893335 = -117331.609389
  nChanged 42
		SP:Iteration 7Q (15483.820000 sec): 3 clusters
  Score: Raw -119752.197048 + Penalty 2370.893335 = -117381.303712
  nChanged 38
		SP:Iteration 8Q (15483.960000 sec): 3 clusters
  Score: Raw -119816.678785 + Penalty 2370.893335 = -117445.785450
  nChanged 46
		SP:Iteration 9Q (15484.170000 sec): 3 clusters
  Score: Raw -119880.383306 + Penalty 2370.893335 = -117509.489971
  nChanged 49
		SP:Iteration 10Q (15484.320000 sec): 3 clusters
  Score: Raw -119940.516687 + Penalty 2370.893335 = -117569.623352
  nChanged 30
		SP:Iteration 11Q (15484.490000 sec): 3 clusters
  Score: Raw -119969.922658 + Penalty 2370.893335 = -117599.029323
  nChanged 25
		SP:Iteration 12Q (15484.710000 sec): 3 clusters
  Score: Raw -119990.403396 + Penalty 2370.893335 = -117619.510061
  nChanged 17
		SP:Iteration 13Q (15484.950000 sec): 3 clusters
  Score: Raw -120001.166247 + Penalty 2370.893335 = -117630.272912
  nChanged 13
		SP:Iteration 14Q (15485.150000 sec): 3 clusters
  Score: Raw -120008.107266 + Penalty 2370.893335 = -117637.213930
  nChanged 6
		SP:Iteration 15Q (15485.400000 sec): 3 clusters
  Score: Raw -120011.489771 + Penalty 2370.893335 = -117640.596435
  nChanged 8
		SP:Iteration 16Q (15485.570000 sec): 3 clusters
  Score: Raw -120015.683031 + Penalty 2370.893335 = -117644.789696
  nChanged 5
		SP:Iteration 17Q (15485.750000 sec): 3 clusters
  Score: Raw -120019.596194 + Penalty 2370.893335 = -117648.702859
  nChanged 5
		SP:Iteration 18Q (15485.930000 sec): 3 clusters
  Score: Raw -120022.813941 + Penalty 2370.893335 = -117651.920605
  nChanged 6
		SP:Iteration 19Q (15486.130000 sec): 3 clusters
  Score: Raw -120027.689080 + Penalty 2370.893335 = -117656.795745
  nChanged 9
		SP:Iteration 20F (15486.330000 sec): 3 clusters
  Score: Raw -120031.288242 + Penalty 2370.893335 = -117660.394907
  nChanged 2
		SP:Iteration 21Q (15486.520000 sec): 3 clusters
  Score: Raw -120033.327063 + Penalty 2370.893335 = -117662.433727
  nChanged 4
		SP:Iteration 22Q (15486.710000 sec): 3 clusters
  Score: Raw -120035.980352 + Penalty 2370.893335 = -117665.087017
  nChanged 5
		SP:Iteration 23Q (15486.890000 sec): 3 clusters
  Score: Raw -120041.068971 + Penalty 2370.893335 = -117670.175636
  nChanged 7
		SP:Iteration 24Q (15487.120000 sec): 3 clusters
  Score: Raw -120052.752134 + Penalty 2370.893335 = -117681.858799
  nChanged 8
		SP:Iteration 25Q (15487.250000 sec): 3 clusters
  Score: Raw -120065.316537 + Penalty 2370.893335 = -117694.423202
  nChanged 17
		SP:Iteration 26Q (15487.470000 sec): 3 clusters
  Score: Raw -120085.129116 + Penalty 2370.893335 = -117714.235781
  nChanged 22
		SP:Iteration 27Q (15487.630000 sec): 3 clusters
  Score: Raw -120114.305007 + Penalty 2370.893335 = -117743.411672
  nChanged 20
		SP:Iteration 28Q (15487.840000 sec): 3 clusters
  Score: Raw -120136.038376 + Penalty 2370.893335 = -117765.145040
  nChanged 23
		SP:Iteration 29Q (15488.060000 sec): 3 clusters
  Score: Raw -120157.977061 + Penalty 2370.893335 = -117787.083726
  nChanged 17
		SP:Iteration 30Q (15488.220000 sec): 3 clusters
  Score: Raw -120176.198205 + Penalty 2370.893335 = -117805.304869
  nChanged 12
		SP:Iteration 31Q (15488.400000 sec): 3 clusters
  Score: Raw -120187.917785 + Penalty 2370.893335 = -117817.024450
  nChanged 15
		SP:Iteration 32Q (15488.640000 sec): 3 clusters
  Score: Raw -120200.968957 + Penalty 2370.893335 = -117830.075622
  nChanged 11
		SP:Iteration 33Q (15488.830000 sec): 3 clusters
  Score: Raw -120212.552633 + Penalty 2370.893335 = -117841.659297
  nChanged 12
		SP:Iteration 34Q (15489.050000 sec): 3 clusters
  Score: Raw -120223.404972 + Penalty 2370.893335 = -117852.511637
  nChanged 10
		SP:Iteration 35Q (15489.210000 sec): 3 clusters
  Score: Raw -120233.251629 + Penalty 2370.893335 = -117862.358294
  nChanged 6
		SP:Iteration 36Q (15489.420000 sec): 3 clusters
  Score: Raw -120238.437933 + Penalty 2370.893335 = -117867.544598
  nChanged 3
		SP:Iteration 37Q (15489.600000 sec): 3 clusters
  Score: Raw -120241.478530 + Penalty 2370.893335 = -117870.585195
  nChanged 1
		SP:Iteration 38Q (15489.820000 sec): 3 clusters
  Score: Raw -120241.628658 + Penalty 2370.893335 = -117870.735323
  nChanged 1
		SP:Iteration 39Q (15490.000000 sec): 3 clusters
  Score: Raw -120242.067340 + Penalty 2370.893335 = -117871.174004
  nChanged 1
		SP:Iteration 40F (15490.200000 sec): 3 clusters
  Score: Raw -120242.588386 + Penalty 2370.893335 = -117871.695051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15490.370000 sec): 2 clusters
  Score: Raw -163950.698496 + Penalty 1240.893811 = -162709.804685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15490.540000 sec): 3 clusters
  Score: Raw -163077.684492 + Penalty 2481.787621 = -160595.896871
  nChanged 760
		SP:Iteration 1F (15490.760000 sec): 3 clusters
  Score: Raw -163693.946853 + Penalty 2481.787621 = -161212.159232
  nChanged 201
		SP:Iteration 2F (15490.940000 sec): 3 clusters
  Score: Raw -163932.405860 + Penalty 2481.787621 = -161450.618239
  nChanged 174
		SP:Iteration 3F (15491.140000 sec): 3 clusters
  Score: Raw -164133.321125 + Penalty 2481.787621 = -161651.533504
  nChanged 135
		SP:Iteration 4F (15491.380000 sec): 3 clusters
  Score: Raw -164286.949733 + Penalty 2481.787621 = -161805.162111
  nChanged 90
		SP:Iteration 5Q (15491.630000 sec): 3 clusters
  Score: Raw -164383.123591 + Penalty 2481.787621 = -161901.335970
  nChanged 65
		SP:Iteration 6Q (15491.800000 sec): 3 clusters
  Score: Raw -164452.302473 + Penalty 2481.787621 = -161970.514852
  nChanged 49
		SP:Iteration 7Q (15492.030000 sec): 3 clusters
  Score: Raw -164501.966854 + Penalty 2481.787621 = -162020.179233
  nChanged 51
		SP:Iteration 8Q (15492.180000 sec): 3 clusters
  Score: Raw -164549.439917 + Penalty 2481.787621 = -162067.652296
  nChanged 36
		SP:Iteration 9Q (15492.390000 sec): 3 clusters
  Score: Raw -164583.837194 + Penalty 2481.787621 = -162102.049573
  nChanged 27
		SP:Iteration 10Q (15492.560000 sec): 3 clusters
  Score: Raw -164603.502843 + Penalty 2481.787621 = -162121.715222
  nChanged 20
		SP:Iteration 11Q (15492.790000 sec): 3 clusters
  Score: Raw -164615.262261 + Penalty 2481.787621 = -162133.474640
  nChanged 19
		SP:Iteration 12Q (15493.000000 sec): 3 clusters
  Score: Raw -164625.648571 + Penalty 2481.787621 = -162143.860950
  nChanged 9
		SP:Iteration 13Q (15493.130000 sec): 3 clusters
  Score: Raw -164630.624222 + Penalty 2481.787621 = -162148.836601
  nChanged 8
		SP:Iteration 14Q (15493.250000 sec): 3 clusters
  Score: Raw -164635.428014 + Penalty 2481.787621 = -162153.640393
  nChanged 7
		SP:Iteration 15Q (15493.350000 sec): 3 clusters
  Score: Raw -164638.773010 + Penalty 2481.787621 = -162156.985389
  nChanged 5
		SP:Iteration 16Q (15493.460000 sec): 3 clusters
  Score: Raw -164641.379757 + Penalty 2481.787621 = -162159.592136
  nChanged 3
		SP:Iteration 17Q (15493.580000 sec): 3 clusters
  Score: Raw -164643.950602 + Penalty 2481.787621 = -162162.162981
  nChanged 5
		SP:Iteration 18Q (15493.690000 sec): 3 clusters
  Score: Raw -164647.259682 + Penalty 2481.787621 = -162165.472060
  nChanged 6
		SP:Iteration 19Q (15493.800000 sec): 3 clusters
  Score: Raw -164650.614911 + Penalty 2481.787621 = -162168.827290
  nChanged 5
		SP:Iteration 20F (15493.950000 sec): 3 clusters
  Score: Raw -164653.295395 + Penalty 2481.787621 = -162171.507774
  nChanged 2
		SP:Iteration 21Q (15494.140000 sec): 3 clusters
  Score: Raw -164654.260511 + Penalty 2481.787621 = -162172.472890
  nChanged 2
		SP:Iteration 22Q (15494.310000 sec): 3 clusters
  Score: Raw -164655.021397 + Penalty 2481.787621 = -162173.233776
  nChanged 2
		SP:Iteration 23Q (15494.480000 sec): 3 clusters
  Score: Raw -164656.439446 + Penalty 2481.787621 = -162174.651825
  nChanged 2
		SP:Iteration 24Q (15494.610000 sec): 3 clusters
  Score: Raw -164656.918447 + Penalty 2481.787621 = -162175.130826
  nChanged 0
		SP:Iteration 25F (15494.720000 sec): 3 clusters
  Score: Raw -164656.918447 + Penalty 2481.787621 = -162175.130826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15494.840000 sec): 2 clusters
  Score: Raw -86402.391683 + Penalty 1154.690246 = -85247.701437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15494.960000 sec): 3 clusters
  Score: Raw -85993.687205 + Penalty 2309.380492 = -83684.306713
  nChanged 395
		SP:Iteration 1F (15495.080000 sec): 3 clusters
  Score: Raw -86345.192098 + Penalty 2309.380492 = -84035.811606
  nChanged 86
		SP:Iteration 2F (15495.210000 sec): 3 clusters
  Score: Raw -86463.308559 + Penalty 2309.380492 = -84153.928067
  nChanged 67
		SP:Iteration 3F (15495.300000 sec): 3 clusters
  Score: Raw -86556.565255 + Penalty 2309.380492 = -84247.184763
  nChanged 56
		SP:Iteration 4Q (15495.430000 sec): 3 clusters
  Score: Raw -86603.397895 + Penalty 2309.380492 = -84294.017403
  nChanged 28
		SP:Iteration 5Q (15495.560000 sec): 3 clusters
  Score: Raw -86623.997482 + Penalty 2309.380492 = -84314.616990
  nChanged 27
		SP:Iteration 6Q (15495.760000 sec): 3 clusters
  Score: Raw -86648.490933 + Penalty 2309.380492 = -84339.110441
  nChanged 25
		SP:Iteration 7Q (15495.920000 sec): 3 clusters
  Score: Raw -86677.148499 + Penalty 2309.380492 = -84367.768007
  nChanged 18
		SP:Iteration 8Q (15496.060000 sec): 3 clusters
  Score: Raw -86698.160654 + Penalty 2309.380492 = -84388.780162
  nChanged 20
		SP:Iteration 9Q (15496.190000 sec): 3 clusters
  Score: Raw -86736.552016 + Penalty 2309.380492 = -84427.171524
  nChanged 25
		SP:Iteration 10Q (15496.340000 sec): 3 clusters
  Score: Raw -86769.649462 + Penalty 2309.380492 = -84460.268970
  nChanged 21
		SP:Iteration 11Q (15496.480000 sec): 3 clusters
  Score: Raw -86797.829017 + Penalty 2309.380492 = -84488.448525
  nChanged 19
		SP:Iteration 12Q (15496.620000 sec): 3 clusters
  Score: Raw -86822.919602 + Penalty 2309.380492 = -84513.539110
  nChanged 21
		SP:Iteration 13Q (15496.770000 sec): 3 clusters
  Score: Raw -86849.966503 + Penalty 2309.380492 = -84540.586011
  nChanged 30
		SP:Iteration 14Q (15496.910000 sec): 3 clusters
  Score: Raw -86888.851550 + Penalty 2309.380492 = -84579.471057
  nChanged 23
		SP:Iteration 15Q (15497.050000 sec): 3 clusters
  Score: Raw -86914.677898 + Penalty 2309.380492 = -84605.297406
  nChanged 18
		SP:Iteration 16Q (15497.200000 sec): 3 clusters
  Score: Raw -86935.027350 + Penalty 2309.380492 = -84625.646858
  nChanged 14
		SP:Iteration 17Q (15497.340000 sec): 3 clusters
  Score: Raw -86948.172769 + Penalty 2309.380492 = -84638.792277
  nChanged 9
		SP:Iteration 18Q (15497.480000 sec): 3 clusters
  Score: Raw -86955.032609 + Penalty 2309.380492 = -84645.652117
  nChanged 2
		SP:Iteration 19Q (15497.620000 sec): 3 clusters
  Score: Raw -86957.646810 + Penalty 2309.380492 = -84648.266318
  nChanged 2
		SP:Iteration 20F (15497.830000 sec): 3 clusters
  Score: Raw -86958.224755 + Penalty 2309.380492 = -84648.844263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15497.930000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15498.130000 sec): 3 clusters
  Score: Raw -183140.036108 + Penalty 2490.607491 = -180649.428617
  nChanged 789
		SP:Iteration 1F (15498.290000 sec): 3 clusters
  Score: Raw -183727.543984 + Penalty 2490.607491 = -181236.936493
  nChanged 223
		SP:Iteration 2F (15498.390000 sec): 3 clusters
  Score: Raw -184028.948571 + Penalty 2490.607491 = -181538.341080
  nChanged 207
		SP:Iteration 3F (15498.510000 sec): 3 clusters
  Score: Raw -184361.801123 + Penalty 2490.607491 = -181871.193632
  nChanged 186
		SP:Iteration 4F (15498.640000 sec): 3 clusters
  Score: Raw -184659.945904 + Penalty 2490.607491 = -182169.338413
  nChanged 110
		SP:Iteration 5F (15498.770000 sec): 3 clusters
  Score: Raw -184789.517019 + Penalty 2490.607491 = -182298.909528
  nChanged 66
		SP:Iteration 6Q (15498.900000 sec): 3 clusters
  Score: Raw -184846.156534 + Penalty 2490.607491 = -182355.549043
  nChanged 39
		SP:Iteration 7Q (15499.030000 sec): 3 clusters
  Score: Raw -184869.940024 + Penalty 2490.607491 = -182379.332533
  nChanged 23
		SP:Iteration 8Q (15499.170000 sec): 3 clusters
  Score: Raw -184888.010318 + Penalty 2490.607491 = -182397.402827
  nChanged 19
		SP:Iteration 9Q (15499.420000 sec): 3 clusters
  Score: Raw -184899.001323 + Penalty 2490.607491 = -182408.393831
  nChanged 11
		SP:Iteration 10Q (15499.610000 sec): 3 clusters
  Score: Raw -184904.125768 + Penalty 2490.607491 = -182413.518277
  nChanged 3
		SP:Iteration 11Q (15499.810000 sec): 3 clusters
  Score: Raw -184905.296233 + Penalty 2490.607491 = -182414.688742
  nChanged 0
		SP:Iteration 12F (15499.970000 sec): 3 clusters
  Score: Raw -184905.296233 + Penalty 2490.607491 = -182414.688742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15500.090000 sec): 2 clusters
  Score: Raw -9698.264828 + Penalty 819.556581 = -8878.708246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15500.240000 sec): 3 clusters
  Score: Raw -9868.956286 + Penalty 1639.113163 = -8229.843123
  nChanged 15
		SP:Iteration 1F (15500.420000 sec): 3 clusters
  Score: Raw -9919.001068 + Penalty 1639.113163 = -8279.887905
  nChanged 4
		SP:Iteration 2Q (15500.580000 sec): 3 clusters
  Score: Raw -9931.063110 + Penalty 1639.113163 = -8291.949947
  nChanged 3
		SP:Iteration 3Q (15500.750000 sec): 3 clusters
  Score: Raw -9942.700271 + Penalty 1639.113163 = -8303.587108
  nChanged 0
		SP:Iteration 4F (15500.950000 sec): 3 clusters
  Score: Raw -9942.700271 + Penalty 1639.113163 = -8303.587108
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15501.070000 sec): 2 clusters
  Score: Raw -180174.937657 + Penalty 1252.178334 = -178922.759323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15501.230000 sec): 3 clusters
  Score: Raw -179186.440085 + Penalty 2504.356668 = -176682.083417
  nChanged 807
		SP:Iteration 1F (15501.380000 sec): 3 clusters
  Score: Raw -179685.855259 + Penalty 2504.356668 = -177181.498591
  nChanged 176
		SP:Iteration 2F (15501.580000 sec): 3 clusters
  Score: Raw -179818.640335 + Penalty 2504.356668 = -177314.283668
  nChanged 122
		SP:Iteration 3F (15501.790000 sec): 3 clusters
  Score: Raw -179906.335872 + Penalty 2504.356668 = -177401.979204
  nChanged 95
		SP:Iteration 4Q (15501.980000 sec): 3 clusters
  Score: Raw -179976.299096 + Penalty 2504.356668 = -177471.942428
  nChanged 85
		SP:Iteration 5Q (15502.160000 sec): 3 clusters
  Score: Raw -180048.728170 + Penalty 2504.356668 = -177544.371502
  nChanged 74
		SP:Iteration 6Q (15502.310000 sec): 3 clusters
  Score: Raw -180107.881290 + Penalty 2504.356668 = -177603.524622
  nChanged 63
		SP:Iteration 7Q (15502.530000 sec): 3 clusters
  Score: Raw -180159.418541 + Penalty 2504.356668 = -177655.061873
  nChanged 48
		SP:Iteration 8Q (15502.710000 sec): 3 clusters
  Score: Raw -180191.110165 + Penalty 2504.356668 = -177686.753498
  nChanged 39
		SP:Iteration 9Q (15502.860000 sec): 3 clusters
  Score: Raw -180213.031670 + Penalty 2504.356668 = -177708.675003
  nChanged 27
		SP:Iteration 10Q (15503.060000 sec): 3 clusters
  Score: Raw -180225.766759 + Penalty 2504.356668 = -177721.410092
  nChanged 16
		SP:Iteration 11Q (15503.250000 sec): 3 clusters
  Score: Raw -180234.480372 + Penalty 2504.356668 = -177730.123704
  nChanged 15
		SP:Iteration 12Q (15503.460000 sec): 3 clusters
  Score: Raw -180243.950903 + Penalty 2504.356668 = -177739.594236
  nChanged 19
		SP:Iteration 13Q (15503.670000 sec): 3 clusters
  Score: Raw -180254.250223 + Penalty 2504.356668 = -177749.893555
  nChanged 18
		SP:Iteration 14Q (15503.870000 sec): 3 clusters
  Score: Raw -180263.170845 + Penalty 2504.356668 = -177758.814177
  nChanged 12
		SP:Iteration 15Q (15504.090000 sec): 3 clusters
  Score: Raw -180269.876146 + Penalty 2504.356668 = -177765.519478
  nChanged 13
		SP:Iteration 16Q (15504.290000 sec): 3 clusters
  Score: Raw -180276.675637 + Penalty 2504.356668 = -177772.318969
  nChanged 16
		SP:Iteration 17Q (15504.480000 sec): 3 clusters
  Score: Raw -180282.830680 + Penalty 2504.356668 = -177778.474012
  nChanged 11
		SP:Iteration 18Q (15504.650000 sec): 3 clusters
  Score: Raw -180288.443943 + Penalty 2504.356668 = -177784.087276
  nChanged 12
		SP:Iteration 19Q (15504.810000 sec): 3 clusters
  Score: Raw -180292.854113 + Penalty 2504.356668 = -177788.497445
  nChanged 8
		SP:Iteration 20F (15505.040000 sec): 3 clusters
  Score: Raw -180298.371484 + Penalty 2504.356668 = -177794.014817
  nChanged 10
		SP:Iteration 21Q (15505.230000 sec): 3 clusters
  Score: Raw -180301.745307 + Penalty 2504.356668 = -177797.388639
  nChanged 9
		SP:Iteration 22Q (15505.400000 sec): 3 clusters
  Score: Raw -180307.412424 + Penalty 2504.356668 = -177803.055756
  nChanged 6
		SP:Iteration 23Q (15505.620000 sec): 3 clusters
  Score: Raw -180310.565813 + Penalty 2504.356668 = -177806.209145
  nChanged 2
		SP:Iteration 24Q (15505.790000 sec): 3 clusters
  Score: Raw -180312.423927 + Penalty 2504.356668 = -177808.067259
  nChanged 5
		SP:Iteration 25Q (15505.970000 sec): 3 clusters
  Score: Raw -180314.011198 + Penalty 2504.356668 = -177809.654530
  nChanged 3
		SP:Iteration 26Q (15506.190000 sec): 3 clusters
  Score: Raw -180315.858105 + Penalty 2504.356668 = -177811.501437
  nChanged 3
		SP:Iteration 27Q (15506.330000 sec): 3 clusters
  Score: Raw -180317.554775 + Penalty 2504.356668 = -177813.198107
  nChanged 1
		SP:Iteration 28Q (15506.500000 sec): 3 clusters
  Score: Raw -180317.818616 + Penalty 2504.356668 = -177813.461949
  nChanged 1
		SP:Iteration 29Q (15506.640000 sec): 3 clusters
  Score: Raw -180317.992799 + Penalty 2504.356668 = -177813.636131
  nChanged 2
		SP:Iteration 30Q (15506.870000 sec): 3 clusters
  Score: Raw -180318.962991 + Penalty 2504.356668 = -177814.606323
  nChanged 3
		SP:Iteration 31Q (15507.080000 sec): 3 clusters
  Score: Raw -180320.277329 + Penalty 2504.356668 = -177815.920661
  nChanged 2
		SP:Iteration 32Q (15507.270000 sec): 3 clusters
  Score: Raw -180321.008731 + Penalty 2504.356668 = -177816.652063
  nChanged 1
		SP:Iteration 33Q (15507.450000 sec): 3 clusters
  Score: Raw -180321.148890 + Penalty 2504.356668 = -177816.792223
  nChanged 0
		SP:Iteration 34F (15507.670000 sec): 3 clusters
  Score: Raw -180321.148890 + Penalty 2504.356668 = -177816.792223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15507.770000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15507.930000 sec): 3 clusters
  Score: Raw -44580.526415 + Penalty 2054.249696 = -42526.276719
  nChanged 147
		SP:Iteration 1F (15508.140000 sec): 3 clusters
  Score: Raw -44813.467186 + Penalty 2054.249696 = -42759.217490
  nChanged 30
		SP:Iteration 2F (15508.340000 sec): 3 clusters
  Score: Raw -44880.311428 + Penalty 2054.249696 = -42826.061732
  nChanged 22
		SP:Iteration 3Q (15508.490000 sec): 3 clusters
  Score: Raw -44918.277537 + Penalty 2054.249696 = -42864.027841
  nChanged 19
		SP:Iteration 4Q (15508.660000 sec): 3 clusters
  Score: Raw -44945.837548 + Penalty 2054.249696 = -42891.587852
  nChanged 10
		SP:Iteration 5Q (15508.830000 sec): 3 clusters
  Score: Raw -44964.345036 + Penalty 2054.249696 = -42910.095340
  nChanged 12
		SP:Iteration 6Q (15508.990000 sec): 3 clusters
  Score: Raw -44980.950784 + Penalty 2054.249696 = -42926.701089
  nChanged 5
		SP:Iteration 7Q (15509.200000 sec): 3 clusters
  Score: Raw -44987.259531 + Penalty 2054.249696 = -42933.009835
  nChanged 4
		SP:Iteration 8Q (15509.390000 sec): 3 clusters
  Score: Raw -44996.908612 + Penalty 2054.249696 = -42942.658916
  nChanged 2
		SP:Iteration 9Q (15509.580000 sec): 3 clusters
  Score: Raw -44999.996292 + Penalty 2054.249696 = -42945.746596
  nChanged 2
		SP:Iteration 10Q (15509.780000 sec): 3 clusters
  Score: Raw -45001.456087 + Penalty 2054.249696 = -42947.206391
  nChanged 2
		SP:Iteration 11Q (15509.950000 sec): 3 clusters
  Score: Raw -45003.426412 + Penalty 2054.249696 = -42949.176717
  nChanged 0
		SP:Iteration 12F (15510.140000 sec): 3 clusters
  Score: Raw -45003.426412 + Penalty 2054.249696 = -42949.176717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15510.230000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15510.450000 sec): 3 clusters
  Score: Raw -43278.325685 + Penalty 2036.840178 = -41241.485507
  nChanged 120
		SP:Iteration 1F (15510.620000 sec): 3 clusters
  Score: Raw -43439.806071 + Penalty 2036.840178 = -41402.965893
  nChanged 30
		SP:Iteration 2F (15510.790000 sec): 3 clusters
  Score: Raw -43485.552705 + Penalty 2036.840178 = -41448.712527
  nChanged 10
		SP:Iteration 3Q (15510.950000 sec): 3 clusters
  Score: Raw -43498.846962 + Penalty 2036.840178 = -41462.006783
  nChanged 10
		SP:Iteration 4Q (15511.150000 sec): 3 clusters
  Score: Raw -43511.231084 + Penalty 2036.840178 = -41474.390906
  nChanged 6
		SP:Iteration 5Q (15511.300000 sec): 3 clusters
  Score: Raw -43517.088193 + Penalty 2036.840178 = -41480.248014
  nChanged 4
		SP:Iteration 6Q (15511.490000 sec): 3 clusters
  Score: Raw -43521.494694 + Penalty 2036.840178 = -41484.654516
  nChanged 1
		SP:Iteration 7Q (15511.640000 sec): 3 clusters
  Score: Raw -43522.876741 + Penalty 2036.840178 = -41486.036562
  nChanged 0
		SP:Iteration 8F (15511.750000 sec): 3 clusters
  Score: Raw -43522.876741 + Penalty 2036.840178 = -41486.036562
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15511.870000 sec): 2 clusters
  Score: Raw -246713.534710 + Penalty 1316.965213 = -245396.569498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15512.030000 sec): 3 clusters
  Score: Raw -245132.529001 + Penalty 2633.930425 = -242498.598576
  nChanged 1233
		SP:Iteration 1F (15512.250000 sec): 3 clusters
  Score: Raw -245963.582398 + Penalty 2633.930425 = -243329.651973
  nChanged 298
		SP:Iteration 2F (15512.430000 sec): 3 clusters
  Score: Raw -246193.758873 + Penalty 2633.930425 = -243559.828448
  nChanged 197
		SP:Iteration 3F (15512.580000 sec): 3 clusters
  Score: Raw -246355.611161 + Penalty 2633.930425 = -243721.680735
  nChanged 163
		SP:Iteration 4Q (15512.750000 sec): 3 clusters
  Score: Raw -246494.996276 + Penalty 2633.930425 = -243861.065851
  nChanged 157
		SP:Iteration 5Q (15512.930000 sec): 3 clusters
  Score: Raw -246642.205840 + Penalty 2633.930425 = -244008.275415
  nChanged 139
		SP:Iteration 6Q (15513.130000 sec): 3 clusters
  Score: Raw -246741.613577 + Penalty 2633.930425 = -244107.683152
  nChanged 101
		SP:Iteration 7Q (15513.330000 sec): 3 clusters
  Score: Raw -246796.893466 + Penalty 2633.930425 = -244162.963041
  nChanged 75
		SP:Iteration 8Q (15513.530000 sec): 3 clusters
  Score: Raw -246839.862255 + Penalty 2633.930425 = -244205.931830
  nChanged 61
		SP:Iteration 9Q (15513.720000 sec): 3 clusters
  Score: Raw -246869.583193 + Penalty 2633.930425 = -244235.652768
  nChanged 39
		SP:Iteration 10Q (15513.890000 sec): 3 clusters
  Score: Raw -246885.910487 + Penalty 2633.930425 = -244251.980062
  nChanged 39
		SP:Iteration 11Q (15514.070000 sec): 3 clusters
  Score: Raw -246904.209557 + Penalty 2633.930425 = -244270.279132
  nChanged 35
		SP:Iteration 12Q (15514.250000 sec): 3 clusters
  Score: Raw -246919.945360 + Penalty 2633.930425 = -244286.014935
  nChanged 30
		SP:Iteration 13Q (15514.440000 sec): 3 clusters
  Score: Raw -246935.570099 + Penalty 2633.930425 = -244301.639674
  nChanged 36
		SP:Iteration 14Q (15514.630000 sec): 3 clusters
  Score: Raw -246952.301747 + Penalty 2633.930425 = -244318.371322
  nChanged 27
		SP:Iteration 15Q (15514.830000 sec): 3 clusters
  Score: Raw -246966.523636 + Penalty 2633.930425 = -244332.593211
  nChanged 26
		SP:Iteration 16Q (15515.050000 sec): 3 clusters
  Score: Raw -246979.815286 + Penalty 2633.930425 = -244345.884861
  nChanged 25
		SP:Iteration 17Q (15515.240000 sec): 3 clusters
  Score: Raw -246990.276460 + Penalty 2633.930425 = -244356.346035
  nChanged 24
		SP:Iteration 18Q (15515.420000 sec): 3 clusters
  Score: Raw -247001.506488 + Penalty 2633.930425 = -244367.576063
  nChanged 29
		SP:Iteration 19Q (15515.590000 sec): 3 clusters
  Score: Raw -247018.698406 + Penalty 2633.930425 = -244384.767981
  nChanged 25
		SP:Iteration 20F (15515.760000 sec): 3 clusters
  Score: Raw -247028.580168 + Penalty 2633.930425 = -244394.649743
  nChanged 28
		SP:Iteration 21Q (15515.920000 sec): 3 clusters
  Score: Raw -247040.023907 + Penalty 2633.930425 = -244406.093481
  nChanged 18
		SP:Iteration 22Q (15516.110000 sec): 3 clusters
  Score: Raw -247046.399705 + Penalty 2633.930425 = -244412.469280
  nChanged 10
		SP:Iteration 23Q (15516.290000 sec): 3 clusters
  Score: Raw -247050.909325 + Penalty 2633.930425 = -244416.978900
  nChanged 8
		SP:Iteration 24Q (15516.470000 sec): 3 clusters
  Score: Raw -247054.425037 + Penalty 2633.930425 = -244420.494612
  nChanged 9
		SP:Iteration 25Q (15516.660000 sec): 3 clusters
  Score: Raw -247058.080995 + Penalty 2633.930425 = -244424.150570
  nChanged 5
		SP:Iteration 26Q (15516.870000 sec): 3 clusters
  Score: Raw -247059.308999 + Penalty 2633.930425 = -244425.378574
  nChanged 5
		SP:Iteration 27Q (15517.030000 sec): 3 clusters
  Score: Raw -247061.040642 + Penalty 2633.930425 = -244427.110217
  nChanged 3
		SP:Iteration 28Q (15517.230000 sec): 3 clusters
  Score: Raw -247061.690105 + Penalty 2633.930425 = -244427.759680
  nChanged 1
		SP:Iteration 29Q (15517.430000 sec): 3 clusters
  Score: Raw -247062.044521 + Penalty 2633.930425 = -244428.114096
  nChanged 1
		SP:Iteration 30Q (15517.590000 sec): 3 clusters
  Score: Raw -247062.605043 + Penalty 2633.930425 = -244428.674618
  nChanged 1
		SP:Iteration 31Q (15517.800000 sec): 3 clusters
  Score: Raw -247063.015585 + Penalty 2633.930425 = -244429.085160
  nChanged 0
		SP:Iteration 32F (15518.020000 sec): 3 clusters
  Score: Raw -247063.015585 + Penalty 2633.930425 = -244429.085160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15518.130000 sec): 2 clusters
  Score: Raw -34960.311494 + Penalty 1042.187081 = -33918.124413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15518.360000 sec): 3 clusters
  Score: Raw -34883.915905 + Penalty 2084.374161 = -32799.541744
  nChanged 167
		SP:Iteration 1F (15518.510000 sec): 3 clusters
  Score: Raw -35111.985777 + Penalty 2084.374161 = -33027.611616
  nChanged 49
		SP:Iteration 2F (15518.740000 sec): 3 clusters
  Score: Raw -35193.806881 + Penalty 2084.374161 = -33109.432720
  nChanged 25
		SP:Iteration 3Q (15518.910000 sec): 3 clusters
  Score: Raw -35266.416818 + Penalty 2084.374161 = -33182.042657
  nChanged 20
		SP:Iteration 4Q (15519.110000 sec): 3 clusters
  Score: Raw -35325.544045 + Penalty 2084.374161 = -33241.169884
  nChanged 14
		SP:Iteration 5Q (15519.300000 sec): 3 clusters
  Score: Raw -35355.559839 + Penalty 2084.374161 = -33271.185678
  nChanged 10
		SP:Iteration 6Q (15519.500000 sec): 3 clusters
  Score: Raw -35368.005079 + Penalty 2084.374161 = -33283.630918
  nChanged 3
		SP:Iteration 7Q (15519.640000 sec): 3 clusters
  Score: Raw -35370.223094 + Penalty 2084.374161 = -33285.848933
  nChanged 2
		SP:Iteration 8Q (15519.850000 sec): 3 clusters
  Score: Raw -35373.841113 + Penalty 2084.374161 = -33289.466952
  nChanged 0
		SP:Iteration 9F (15520.020000 sec): 3 clusters
  Score: Raw -35373.841113 + Penalty 2084.374161 = -33289.466952
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15520.130000 sec): 2 clusters
  Score: Raw -138890.706926 + Penalty 1209.023836 = -137681.683090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15520.330000 sec): 3 clusters
  Score: Raw -138214.010380 + Penalty 2418.047671 = -135795.962709
  nChanged 593
		SP:Iteration 1F (15520.470000 sec): 3 clusters
  Score: Raw -138616.742667 + Penalty 2418.047671 = -136198.694996
  nChanged 124
		SP:Iteration 2F (15520.650000 sec): 3 clusters
  Score: Raw -138695.954248 + Penalty 2418.047671 = -136277.906577
  nChanged 84
		SP:Iteration 3Q (15520.830000 sec): 3 clusters
  Score: Raw -138782.813220 + Penalty 2418.047671 = -136364.765549
  nChanged 67
		SP:Iteration 4Q (15521.050000 sec): 3 clusters
  Score: Raw -138837.861315 + Penalty 2418.047671 = -136419.813643
  nChanged 51
		SP:Iteration 5Q (15521.210000 sec): 3 clusters
  Score: Raw -138876.184801 + Penalty 2418.047671 = -136458.137130
  nChanged 39
		SP:Iteration 6Q (15521.380000 sec): 3 clusters
  Score: Raw -138907.635970 + Penalty 2418.047671 = -136489.588299
  nChanged 40
		SP:Iteration 7Q (15521.530000 sec): 3 clusters
  Score: Raw -138937.339106 + Penalty 2418.047671 = -136519.291435
  nChanged 40
		SP:Iteration 8Q (15521.690000 sec): 3 clusters
  Score: Raw -138966.103404 + Penalty 2418.047671 = -136548.055733
  nChanged 33
		SP:Iteration 9Q (15521.790000 sec): 3 clusters
  Score: Raw -138992.368054 + Penalty 2418.047671 = -136574.320382
  nChanged 31
		SP:Iteration 10Q (15521.930000 sec): 3 clusters
  Score: Raw -139015.001217 + Penalty 2418.047671 = -136596.953546
  nChanged 19
		SP:Iteration 11Q (15522.080000 sec): 3 clusters
  Score: Raw -139032.270461 + Penalty 2418.047671 = -136614.222790
  nChanged 26
		SP:Iteration 12Q (15522.260000 sec): 3 clusters
  Score: Raw -139050.731346 + Penalty 2418.047671 = -136632.683675
  nChanged 20
		SP:Iteration 13Q (15522.440000 sec): 3 clusters
  Score: Raw -139065.293947 + Penalty 2418.047671 = -136647.246276
  nChanged 19
		SP:Iteration 14Q (15522.590000 sec): 3 clusters
  Score: Raw -139078.027224 + Penalty 2418.047671 = -136659.979553
  nChanged 17
		SP:Iteration 15Q (15522.750000 sec): 3 clusters
  Score: Raw -139088.342005 + Penalty 2418.047671 = -136670.294334
  nChanged 17
		SP:Iteration 16Q (15522.860000 sec): 3 clusters
  Score: Raw -139098.298960 + Penalty 2418.047671 = -136680.251289
  nChanged 12
		SP:Iteration 17Q (15522.990000 sec): 3 clusters
  Score: Raw -139105.362957 + Penalty 2418.047671 = -136687.315286
  nChanged 7
		SP:Iteration 18Q (15523.120000 sec): 3 clusters
  Score: Raw -139111.286077 + Penalty 2418.047671 = -136693.238406
  nChanged 6
		SP:Iteration 19Q (15523.250000 sec): 3 clusters
  Score: Raw -139115.535192 + Penalty 2418.047671 = -136697.487521
  nChanged 5
		SP:Iteration 20F (15523.410000 sec): 3 clusters
  Score: Raw -139118.513320 + Penalty 2418.047671 = -136700.465649
  nChanged 2
		SP:Iteration 21Q (15523.550000 sec): 3 clusters
  Score: Raw -139119.296770 + Penalty 2418.047671 = -136701.249098
  nChanged 1
		SP:Iteration 22Q (15523.710000 sec): 3 clusters
  Score: Raw -139119.626439 + Penalty 2418.047671 = -136701.578767
  nChanged 0
		SP:Iteration 23F (15523.890000 sec): 3 clusters
  Score: Raw -139119.626439 + Penalty 2418.047671 = -136701.578767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (1997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15523.990000 sec): 2 clusters
  Score: Raw -154673.739328 + Penalty 1234.902717 = -153438.836612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15524.190000 sec): 3 clusters
  Score: Raw -153836.225272 + Penalty 2469.805433 = -151366.419839
  nChanged 710
		SP:Iteration 1F (15524.390000 sec): 3 clusters
  Score: Raw -154300.939927 + Penalty 2469.805433 = -151831.134494
  nChanged 176
		SP:Iteration 2F (15524.550000 sec): 3 clusters
  Score: Raw -154439.956202 + Penalty 2469.805433 = -151970.150769
  nChanged 119
		SP:Iteration 3F (15524.770000 sec): 3 clusters
  Score: Raw -154562.847826 + Penalty 2469.805433 = -152093.042392
  nChanged 107
		SP:Iteration 4F (15524.910000 sec): 3 clusters
  Score: Raw -154663.156231 + Penalty 2469.805433 = -152193.350798
  nChanged 84
		SP:Iteration 5Q (15525.050000 sec): 3 clusters
  Score: Raw -154722.339508 + Penalty 2469.805433 = -152252.534075
  nChanged 60
		SP:Iteration 6Q (15525.230000 sec): 3 clusters
  Score: Raw -154768.848911 + Penalty 2469.805433 = -152299.043478
  nChanged 43
		SP:Iteration 7Q (15525.370000 sec): 3 clusters
  Score: Raw -154802.699364 + Penalty 2469.805433 = -152332.893930
  nChanged 30
		SP:Iteration 8Q (15525.550000 sec): 3 clusters
  Score: Raw -154820.077501 + Penalty 2469.805433 = -152350.272067
  nChanged 24
		SP:Iteration 9Q (15525.750000 sec): 3 clusters
  Score: Raw -154833.839936 + Penalty 2469.805433 = -152364.034502
  nChanged 27
		SP:Iteration 10Q (15525.940000 sec): 3 clusters
  Score: Raw -154847.228974 + Penalty 2469.805433 = -152377.423540
  nChanged 21
		SP:Iteration 11Q (15526.110000 sec): 3 clusters
  Score: Raw -154858.581752 + Penalty 2469.805433 = -152388.776318
  nChanged 20
		SP:Iteration 12Q (15526.330000 sec): 3 clusters
  Score: Raw -154868.734832 + Penalty 2469.805433 = -152398.929399
  nChanged 14
		SP:Iteration 13Q (15526.540000 sec): 3 clusters
  Score: Raw -154876.255993 + Penalty 2469.805433 = -152406.450560
  nChanged 16
		SP:Iteration 14Q (15526.760000 sec): 3 clusters
  Score: Raw -154884.717457 + Penalty 2469.805433 = -152414.912024
  nChanged 15
		SP:Iteration 15Q (15526.930000 sec): 3 clusters
  Score: Raw -154892.997924 + Penalty 2469.805433 = -152423.192491
  nChanged 12
		SP:Iteration 16Q (15527.150000 sec): 3 clusters
  Score: Raw -154900.477819 + Penalty 2469.805433 = -152430.672385
  nChanged 14
		SP:Iteration 17Q (15527.300000 sec): 3 clusters
  Score: Raw -154912.929958 + Penalty 2469.805433 = -152443.124524
  nChanged 10
		SP:Iteration 18Q (15527.450000 sec): 3 clusters
  Score: Raw -154917.505781 + Penalty 2469.805433 = -152447.700348
  nChanged 9
		SP:Iteration 19Q (15527.640000 sec): 3 clusters
  Score: Raw -154920.811120 + Penalty 2469.805433 = -152451.005686
  nChanged 3
		SP:Iteration 20F (15527.830000 sec): 3 clusters
  Score: Raw -154923.498878 + Penalty 2469.805433 = -152453.693444
  nChanged 2
		SP:Iteration 21Q (15528.010000 sec): 3 clusters
  Score: Raw -154925.038773 + Penalty 2469.805433 = -152455.233340
  nChanged 4
		SP:Iteration 22Q (15528.190000 sec): 3 clusters
  Score: Raw -154927.777942 + Penalty 2469.805433 = -152457.972509
  nChanged 3
		SP:Iteration 23Q (15528.320000 sec): 3 clusters
  Score: Raw -154929.166849 + Penalty 2469.805433 = -152459.361415
  nChanged 0
		SP:Iteration 24F (15528.520000 sec): 3 clusters
  Score: Raw -154929.166849 + Penalty 2469.805433 = -152459.361415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15528.640000 sec): 2 clusters
  Score: Raw -80704.257182 + Penalty 1144.229395 = -79560.027787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15528.800000 sec): 3 clusters
  Score: Raw -80303.231210 + Penalty 2288.458791 = -78014.772419
  nChanged 357
		SP:Iteration 1F (15528.970000 sec): 3 clusters
  Score: Raw -80638.750321 + Penalty 2288.458791 = -78350.291530
  nChanged 103
		SP:Iteration 2F (15529.160000 sec): 3 clusters
  Score: Raw -80781.826803 + Penalty 2288.458791 = -78493.368012
  nChanged 55
		SP:Iteration 3Q (15529.330000 sec): 3 clusters
  Score: Raw -80864.086749 + Penalty 2288.458791 = -78575.627958
  nChanged 56
		SP:Iteration 4Q (15529.520000 sec): 3 clusters
  Score: Raw -80928.246760 + Penalty 2288.458791 = -78639.787969
  nChanged 29
		SP:Iteration 5Q (15529.690000 sec): 3 clusters
  Score: Raw -80961.956355 + Penalty 2288.458791 = -78673.497564
  nChanged 28
		SP:Iteration 6Q (15529.890000 sec): 3 clusters
  Score: Raw -80991.370300 + Penalty 2288.458791 = -78702.911509
  nChanged 23
		SP:Iteration 7Q (15530.070000 sec): 3 clusters
  Score: Raw -81009.326405 + Penalty 2288.458791 = -78720.867614
  nChanged 13
		SP:Iteration 8Q (15530.270000 sec): 3 clusters
  Score: Raw -81028.110957 + Penalty 2288.458791 = -78739.652166
  nChanged 19
		SP:Iteration 9Q (15530.470000 sec): 3 clusters
  Score: Raw -81047.893505 + Penalty 2288.458791 = -78759.434714
  nChanged 9
		SP:Iteration 10Q (15530.650000 sec): 3 clusters
  Score: Raw -81057.937050 + Penalty 2288.458791 = -78769.478259
  nChanged 10
		SP:Iteration 11Q (15530.850000 sec): 3 clusters
  Score: Raw -81068.970372 + Penalty 2288.458791 = -78780.511581
  nChanged 9
		SP:Iteration 12Q (15531.070000 sec): 3 clusters
  Score: Raw -81074.020452 + Penalty 2288.458791 = -78785.561662
  nChanged 5
		SP:Iteration 13Q (15531.240000 sec): 3 clusters
  Score: Raw -81077.293678 + Penalty 2288.458791 = -78788.834887
  nChanged 3
		SP:Iteration 14Q (15531.430000 sec): 3 clusters
  Score: Raw -81081.913930 + Penalty 2288.458791 = -78793.455139
  nChanged 3
		SP:Iteration 15Q (15531.610000 sec): 3 clusters
  Score: Raw -81084.084995 + Penalty 2288.458791 = -78795.626205
  nChanged 1
		SP:Iteration 16Q (15531.830000 sec): 3 clusters
  Score: Raw -81084.876429 + Penalty 2288.458791 = -78796.417638
  nChanged 0
		SP:Iteration 17F (15531.990000 sec): 3 clusters
  Score: Raw -81084.876429 + Penalty 2288.458791 = -78796.417638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15532.110000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15532.330000 sec): 3 clusters
  Score: Raw -249000.102482 + Penalty 2607.867433 = -246392.235049
  nChanged 1140
		SP:Iteration 1F (15532.470000 sec): 3 clusters
  Score: Raw -249727.636502 + Penalty 2607.867433 = -247119.769069
  nChanged 290
		SP:Iteration 2F (15532.640000 sec): 3 clusters
  Score: Raw -249962.929308 + Penalty 2607.867433 = -247355.061876
  nChanged 200
		SP:Iteration 3F (15532.890000 sec): 3 clusters
  Score: Raw -250115.207615 + Penalty 2607.867433 = -247507.340183
  nChanged 155
		SP:Iteration 4F (15533.070000 sec): 3 clusters
  Score: Raw -250236.119590 + Penalty 2607.867433 = -247628.252157
  nChanged 132
		SP:Iteration 5Q (15533.270000 sec): 3 clusters
  Score: Raw -250341.132042 + Penalty 2607.867433 = -247733.264609
  nChanged 113
		SP:Iteration 6Q (15533.430000 sec): 3 clusters
  Score: Raw -250442.366553 + Penalty 2607.867433 = -247834.499120
  nChanged 119
		SP:Iteration 7Q (15533.590000 sec): 3 clusters
  Score: Raw -250546.804487 + Penalty 2607.867433 = -247938.937054
  nChanged 103
		SP:Iteration 8Q (15533.810000 sec): 3 clusters
  Score: Raw -250629.219279 + Penalty 2607.867433 = -248021.351846
  nChanged 92
		SP:Iteration 9Q (15534.060000 sec): 3 clusters
  Score: Raw -250708.684361 + Penalty 2607.867433 = -248100.816928
  nChanged 91
		SP:Iteration 10Q (15534.250000 sec): 3 clusters
  Score: Raw -250778.448787 + Penalty 2607.867433 = -248170.581354
  nChanged 73
		SP:Iteration 11Q (15534.450000 sec): 3 clusters
  Score: Raw -250830.384413 + Penalty 2607.867433 = -248222.516980
  nChanged 65
		SP:Iteration 12Q (15534.640000 sec): 3 clusters
  Score: Raw -250876.709097 + Penalty 2607.867433 = -248268.841664
  nChanged 61
		SP:Iteration 13Q (15534.810000 sec): 3 clusters
  Score: Raw -250947.060995 + Penalty 2607.867433 = -248339.193562
  nChanged 79
		SP:Iteration 14Q (15535.020000 sec): 3 clusters
  Score: Raw -251070.676851 + Penalty 2607.867433 = -248462.809418
  nChanged 84
		SP:Iteration 15Q (15535.210000 sec): 3 clusters
  Score: Raw -251203.527246 + Penalty 2607.867433 = -248595.659813
  nChanged 76
		SP:Iteration 16Q (15535.410000 sec): 3 clusters
  Score: Raw -251333.406126 + Penalty 2607.867433 = -248725.538694
  nChanged 71
		SP:Iteration 17Q (15535.590000 sec): 3 clusters
  Score: Raw -251449.547652 + Penalty 2607.867433 = -248841.680219
  nChanged 42
		SP:Iteration 18Q (15535.770000 sec): 3 clusters
  Score: Raw -251510.748142 + Penalty 2607.867433 = -248902.880709
  nChanged 32
		SP:Iteration 19Q (15535.990000 sec): 3 clusters
  Score: Raw -251542.570214 + Penalty 2607.867433 = -248934.702781
  nChanged 12
		SP:Iteration 20F (15536.170000 sec): 3 clusters
  Score: Raw -251552.786717 + Penalty 2607.867433 = -248944.919284
  nChanged 7
		SP:Iteration 21Q (15536.360000 sec): 3 clusters
  Score: Raw -251556.480373 + Penalty 2607.867433 = -248948.612940
  nChanged 2
		SP:Iteration 22Q (15536.590000 sec): 3 clusters
  Score: Raw -251557.129045 + Penalty 2607.867433 = -248949.261612
  nChanged 2
		SP:Iteration 23Q (15536.760000 sec): 3 clusters
  Score: Raw -251557.470081 + Penalty 2607.867433 = -248949.602648
  nChanged 0
		SP:Iteration 24F (15536.960000 sec): 3 clusters
  Score: Raw -251557.470081 + Penalty 2607.867433 = -248949.602648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15537.100000 sec): 2 clusters
  Score: Raw -44998.363201 + Penalty 1076.194653 = -43922.168548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15537.310000 sec): 3 clusters
  Score: Raw -44808.770622 + Penalty 2152.389305 = -42656.381317
  nChanged 216
		SP:Iteration 1F (15537.500000 sec): 3 clusters
  Score: Raw -45115.571646 + Penalty 2152.389305 = -42963.182341
  nChanged 55
		SP:Iteration 2F (15537.690000 sec): 3 clusters
  Score: Raw -45184.889188 + Penalty 2152.389305 = -43032.499883
  nChanged 22
		SP:Iteration 3Q (15537.890000 sec): 3 clusters
  Score: Raw -45218.037023 + Penalty 2152.389305 = -43065.647718
  nChanged 13
		SP:Iteration 4Q (15538.050000 sec): 3 clusters
  Score: Raw -45230.535739 + Penalty 2152.389305 = -43078.146434
  nChanged 10
		SP:Iteration 5Q (15538.200000 sec): 3 clusters
  Score: Raw -45240.278656 + Penalty 2152.389305 = -43087.889351
  nChanged 2
		SP:Iteration 6Q (15538.350000 sec): 3 clusters
  Score: Raw -45241.782864 + Penalty 2152.389305 = -43089.393559
  nChanged 0
		SP:Iteration 7F (15538.510000 sec): 3 clusters
  Score: Raw -45241.782864 + Penalty 2152.389305 = -43089.393559
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15538.620000 sec): 2 clusters
  Score: Raw -45351.990347 + Penalty 1028.869051 = -44323.121296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15538.760000 sec): 3 clusters
  Score: Raw -45281.332662 + Penalty 2057.738101 = -43223.594561
  nChanged 138
		SP:Iteration 1F (15538.950000 sec): 3 clusters
  Score: Raw -45441.222307 + Penalty 2057.738101 = -43383.484205
  nChanged 32
		SP:Iteration 2F (15539.110000 sec): 3 clusters
  Score: Raw -45492.897518 + Penalty 2057.738101 = -43435.159417
  nChanged 13
		SP:Iteration 3Q (15539.280000 sec): 3 clusters
  Score: Raw -45525.708808 + Penalty 2057.738101 = -43467.970707
  nChanged 13
		SP:Iteration 4Q (15539.490000 sec): 3 clusters
  Score: Raw -45544.258909 + Penalty 2057.738101 = -43486.520808
  nChanged 6
		SP:Iteration 5Q (15539.630000 sec): 3 clusters
  Score: Raw -45550.354413 + Penalty 2057.738101 = -43492.616311
  nChanged 3
		SP:Iteration 6Q (15539.750000 sec): 3 clusters
  Score: Raw -45552.272483 + Penalty 2057.738101 = -43494.534381
  nChanged 2
		SP:Iteration 7Q (15539.920000 sec): 3 clusters
  Score: Raw -45553.972975 + Penalty 2057.738101 = -43496.234874
  nChanged 4
		SP:Iteration 8Q (15540.120000 sec): 3 clusters
  Score: Raw -45556.772247 + Penalty 2057.738101 = -43499.034146
  nChanged 3
		SP:Iteration 9Q (15540.310000 sec): 3 clusters
  Score: Raw -45558.935220 + Penalty 2057.738101 = -43501.197118
  nChanged 2
		SP:Iteration 10Q (15540.450000 sec): 3 clusters
  Score: Raw -45559.793572 + Penalty 2057.738101 = -43502.055471
  nChanged 2
		SP:Iteration 11Q (15540.570000 sec): 3 clusters
  Score: Raw -45560.712363 + Penalty 2057.738101 = -43502.974262
  nChanged 1
		SP:Iteration 12Q (15540.770000 sec): 3 clusters
  Score: Raw -45561.452124 + Penalty 2057.738101 = -43503.714023
  nChanged 0
		SP:Iteration 13F (15540.940000 sec): 3 clusters
  Score: Raw -45561.452124 + Penalty 2057.738101 = -43503.714023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15541.050000 sec): 2 clusters
  Score: Raw -747502.811458 + Penalty 1472.341560 = -746030.469898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15541.260000 sec): 3 clusters
  Score: Raw -742749.152342 + Penalty 2944.683120 = -739804.469222
  nChanged 3662
		SP:Iteration 1F (15541.440000 sec): 3 clusters
  Score: Raw -744951.286613 + Penalty 2944.683120 = -742006.603493
  nChanged 811
		SP:Iteration 2F (15541.680000 sec): 3 clusters
  Score: Raw -745613.471695 + Penalty 2944.683120 = -742668.788575
  nChanged 766
		SP:Iteration 3F (15541.870000 sec): 3 clusters
  Score: Raw -746218.916351 + Penalty 2944.683120 = -743274.233231
  nChanged 626
		SP:Iteration 4F (15542.070000 sec): 3 clusters
  Score: Raw -746656.473113 + Penalty 2944.683120 = -743711.789993
  nChanged 483
		SP:Iteration 5F (15542.310000 sec): 3 clusters
  Score: Raw -746947.112259 + Penalty 2944.683120 = -744002.429139
  nChanged 316
		SP:Iteration 6Q (15542.540000 sec): 3 clusters
  Score: Raw -747103.048609 + Penalty 2944.683120 = -744158.365489
  nChanged 248
		SP:Iteration 7Q (15542.750000 sec): 3 clusters
  Score: Raw -747200.862326 + Penalty 2944.683120 = -744256.179206
  nChanged 173
		SP:Iteration 8Q (15542.950000 sec): 3 clusters
  Score: Raw -747249.908524 + Penalty 2944.683120 = -744305.225404
  nChanged 118
		SP:Iteration 9Q (15543.170000 sec): 3 clusters
  Score: Raw -747271.414624 + Penalty 2944.683120 = -744326.731504
  nChanged 53
		SP:Iteration 10Q (15543.390000 sec): 3 clusters
  Score: Raw -747280.149140 + Penalty 2944.683120 = -744335.466020
  nChanged 36
		SP:Iteration 11Q (15543.650000 sec): 3 clusters
  Score: Raw -747286.205193 + Penalty 2944.683120 = -744341.522073
  nChanged 23
		SP:Iteration 12Q (15543.890000 sec): 3 clusters
  Score: Raw -747290.364016 + Penalty 2944.683120 = -744345.680896
  nChanged 22
		SP:Iteration 13Q (15544.170000 sec): 3 clusters
  Score: Raw -747294.293146 + Penalty 2944.683120 = -744349.610026
  nChanged 29
		SP:Iteration 14Q (15544.370000 sec): 3 clusters
  Score: Raw -747298.534247 + Penalty 2944.683120 = -744353.851127
  nChanged 19
		SP:Iteration 15Q (15544.600000 sec): 3 clusters
  Score: Raw -747301.725553 + Penalty 2944.683120 = -744357.042433
  nChanged 16
		SP:Iteration 16Q (15544.810000 sec): 3 clusters
  Score: Raw -747303.969148 + Penalty 2944.683120 = -744359.286028
  nChanged 13
		SP:Iteration 17Q (15545.020000 sec): 3 clusters
  Score: Raw -747306.089978 + Penalty 2944.683120 = -744361.406858
  nChanged 10
		SP:Iteration 18Q (15545.210000 sec): 3 clusters
  Score: Raw -747307.194663 + Penalty 2944.683120 = -744362.511542
  nChanged 10
		SP:Iteration 19Q (15545.390000 sec): 3 clusters
  Score: Raw -747308.347352 + Penalty 2944.683120 = -744363.664232
  nChanged 4
		SP:Iteration 20F (15545.680000 sec): 3 clusters
  Score: Raw -747308.684839 + Penalty 2944.683120 = -744364.001719
  nChanged 2
		SP:Iteration 21Q (15545.870000 sec): 3 clusters
  Score: Raw -747308.829102 + Penalty 2944.683120 = -744364.145982
  nChanged 0
		SP:Iteration 22F (15546.130000 sec): 3 clusters
  Score: Raw -747308.829102 + Penalty 2944.683120 = -744364.145982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15546.280000 sec): 2 clusters
  Score: Raw -396855.051408 + Penalty 1385.403193 = -395469.648215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15546.440000 sec): 3 clusters
  Score: Raw -394223.078209 + Penalty 2770.806385 = -391452.271823
  nChanged 2058
		SP:Iteration 1F (15546.620000 sec): 3 clusters
  Score: Raw -395320.279713 + Penalty 2770.806385 = -392549.473328
  nChanged 363
		SP:Iteration 2F (15546.790000 sec): 3 clusters
  Score: Raw -395550.236974 + Penalty 2770.806385 = -392779.430589
  nChanged 315
		SP:Iteration 3F (15546.980000 sec): 3 clusters
  Score: Raw -395754.294393 + Penalty 2770.806385 = -392983.488008
  nChanged 281
		SP:Iteration 4F (15547.160000 sec): 3 clusters
  Score: Raw -395929.762904 + Penalty 2770.806385 = -393158.956519
  nChanged 233
		SP:Iteration 5Q (15547.430000 sec): 3 clusters
  Score: Raw -396055.955046 + Penalty 2770.806385 = -393285.148661
  nChanged 182
		SP:Iteration 6Q (15547.640000 sec): 3 clusters
  Score: Raw -396155.683757 + Penalty 2770.806385 = -393384.877372
  nChanged 163
		SP:Iteration 7Q (15547.860000 sec): 3 clusters
  Score: Raw -396245.455514 + Penalty 2770.806385 = -393474.649129
  nChanged 146
		SP:Iteration 8Q (15548.070000 sec): 3 clusters
  Score: Raw -396324.573277 + Penalty 2770.806385 = -393553.766892
  nChanged 124
		SP:Iteration 9Q (15548.340000 sec): 3 clusters
  Score: Raw -396389.892477 + Penalty 2770.806385 = -393619.086092
  nChanged 99
		SP:Iteration 10Q (15548.520000 sec): 3 clusters
  Score: Raw -396444.348922 + Penalty 2770.806385 = -393673.542537
  nChanged 94
		SP:Iteration 11Q (15548.740000 sec): 3 clusters
  Score: Raw -396485.465870 + Penalty 2770.806385 = -393714.659485
  nChanged 75
		SP:Iteration 12Q (15548.970000 sec): 3 clusters
  Score: Raw -396512.396775 + Penalty 2770.806385 = -393741.590390
  nChanged 58
		SP:Iteration 13Q (15549.200000 sec): 3 clusters
  Score: Raw -396534.702648 + Penalty 2770.806385 = -393763.896263
  nChanged 55
		SP:Iteration 14Q (15549.380000 sec): 3 clusters
  Score: Raw -396552.053708 + Penalty 2770.806385 = -393781.247323
  nChanged 37
		SP:Iteration 15Q (15549.620000 sec): 3 clusters
  Score: Raw -396567.675240 + Penalty 2770.806385 = -393796.868855
  nChanged 42
		SP:Iteration 16Q (15549.860000 sec): 3 clusters
  Score: Raw -396583.330048 + Penalty 2770.806385 = -393812.523663
  nChanged 45
		SP:Iteration 17Q (15550.020000 sec): 3 clusters
  Score: Raw -396597.896713 + Penalty 2770.806385 = -393827.090328
  nChanged 42
		SP:Iteration 18Q (15550.280000 sec): 3 clusters
  Score: Raw -396611.818788 + Penalty 2770.806385 = -393841.012403
  nChanged 37
		SP:Iteration 19Q (15550.480000 sec): 3 clusters
  Score: Raw -396625.430008 + Penalty 2770.806385 = -393854.623623
  nChanged 41
		SP:Iteration 20F (15550.710000 sec): 3 clusters
  Score: Raw -396641.034222 + Penalty 2770.806385 = -393870.227837
  nChanged 39
		SP:Iteration 21Q (15550.900000 sec): 3 clusters
  Score: Raw -396656.909622 + Penalty 2770.806385 = -393886.103237
  nChanged 43
		SP:Iteration 22Q (15551.050000 sec): 3 clusters
  Score: Raw -396676.020338 + Penalty 2770.806385 = -393905.213953
  nChanged 44
		SP:Iteration 23Q (15551.270000 sec): 3 clusters
  Score: Raw -396692.878536 + Penalty 2770.806385 = -393922.072151
  nChanged 37
		SP:Iteration 24Q (15551.390000 sec): 3 clusters
  Score: Raw -396704.926528 + Penalty 2770.806385 = -393934.120143
  nChanged 40
		SP:Iteration 25Q (15551.560000 sec): 3 clusters
  Score: Raw -396717.887149 + Penalty 2770.806385 = -393947.080764
  nChanged 37
		SP:Iteration 26Q (15551.740000 sec): 3 clusters
  Score: Raw -396731.706410 + Penalty 2770.806385 = -393960.900025
  nChanged 36
		SP:Iteration 27Q (15551.930000 sec): 3 clusters
  Score: Raw -396744.600643 + Penalty 2770.806385 = -393973.794258
  nChanged 42
		SP:Iteration 28Q (15552.120000 sec): 3 clusters
  Score: Raw -396760.669455 + Penalty 2770.806385 = -393989.863070
  nChanged 46
		SP:Iteration 29Q (15552.310000 sec): 3 clusters
  Score: Raw -396779.397493 + Penalty 2770.806385 = -394008.591108
  nChanged 39
		SP:Iteration 30Q (15552.500000 sec): 3 clusters
  Score: Raw -396792.933135 + Penalty 2770.806385 = -394022.126750
  nChanged 30
		SP:Iteration 31Q (15552.680000 sec): 3 clusters
  Score: Raw -396806.115872 + Penalty 2770.806385 = -394035.309487
  nChanged 32
		SP:Iteration 32Q (15552.940000 sec): 3 clusters
  Score: Raw -396819.393734 + Penalty 2770.806385 = -394048.587349
  nChanged 32
		SP:Iteration 33Q (15553.120000 sec): 3 clusters
  Score: Raw -396832.310383 + Penalty 2770.806385 = -394061.503998
  nChanged 34
		SP:Iteration 34Q (15553.340000 sec): 3 clusters
  Score: Raw -396847.996545 + Penalty 2770.806385 = -394077.190160
  nChanged 37
		SP:Iteration 35Q (15553.550000 sec): 3 clusters
  Score: Raw -396864.175215 + Penalty 2770.806385 = -394093.368830
  nChanged 42
		SP:Iteration 36Q (15553.750000 sec): 3 clusters
  Score: Raw -396886.793299 + Penalty 2770.806385 = -394115.986914
  nChanged 53
		SP:Iteration 37Q (15553.940000 sec): 3 clusters
  Score: Raw -396911.777311 + Penalty 2770.806385 = -394140.970926
  nChanged 54
		SP:Iteration 38Q (15554.140000 sec): 3 clusters
  Score: Raw -396940.280458 + Penalty 2770.806385 = -394169.474073
  nChanged 52
		SP:Iteration 39Q (15554.340000 sec): 3 clusters
  Score: Raw -396970.172766 + Penalty 2770.806385 = -394199.366381
  nChanged 44
		SP:Iteration 40F (15554.550000 sec): 3 clusters
  Score: Raw -396994.793706 + Penalty 2770.806385 = -394223.987321
  nChanged 43
		SP:Iteration 41Q (15554.740000 sec): 3 clusters
  Score: Raw -397017.781279 + Penalty 2770.806385 = -394246.974894
  nChanged 37
		SP:Iteration 42Q (15554.970000 sec): 3 clusters
  Score: Raw -397042.526741 + Penalty 2770.806385 = -394271.720356
  nChanged 36
		SP:Iteration 43Q (15555.150000 sec): 3 clusters
  Score: Raw -397071.518214 + Penalty 2770.806385 = -394300.711829
  nChanged 32
		SP:Iteration 44Q (15555.320000 sec): 3 clusters
  Score: Raw -397099.480434 + Penalty 2770.806385 = -394328.674049
  nChanged 32
		SP:Iteration 45Q (15555.520000 sec): 3 clusters
  Score: Raw -397125.678689 + Penalty 2770.806385 = -394354.872304
  nChanged 34
		SP:Iteration 46Q (15555.730000 sec): 3 clusters
  Score: Raw -397159.593776 + Penalty 2770.806385 = -394388.787391
  nChanged 36
		SP:Iteration 47Q (15555.920000 sec): 3 clusters
  Score: Raw -397196.169551 + Penalty 2770.806385 = -394425.363166
  nChanged 31
		SP:Iteration 48Q (15556.100000 sec): 3 clusters
  Score: Raw -397224.400877 + Penalty 2770.806385 = -394453.594492
  nChanged 22
		SP:Iteration 49Q (15556.310000 sec): 3 clusters
  Score: Raw -397237.534278 + Penalty 2770.806385 = -394466.727893
  nChanged 17
		SP:Iteration 50Q (15556.520000 sec): 3 clusters
  Score: Raw -397246.114891 + Penalty 2770.806385 = -394475.308506
  nChanged 15
		SP:Iteration 51Q (15556.690000 sec): 3 clusters
  Score: Raw -397256.694020 + Penalty 2770.806385 = -394485.887635
  nChanged 10
		SP:Iteration 52Q (15556.920000 sec): 3 clusters
  Score: Raw -397263.933227 + Penalty 2770.806385 = -394493.126842
  nChanged 8
		SP:Iteration 53Q (15557.130000 sec): 3 clusters
  Score: Raw -397267.903436 + Penalty 2770.806385 = -394497.097051
  nChanged 5
		SP:Iteration 54Q (15557.310000 sec): 3 clusters
  Score: Raw -397269.881328 + Penalty 2770.806385 = -394499.074943
  nChanged 4
		SP:Iteration 55Q (15557.520000 sec): 3 clusters
  Score: Raw -397271.762930 + Penalty 2770.806385 = -394500.956545
  nChanged 0
		SP:Iteration 56F (15557.740000 sec): 3 clusters
  Score: Raw -397271.762930 + Penalty 2770.806385 = -394500.956545
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15557.820000 sec): 2 clusters
  Score: Raw -284027.150121 + Penalty 1336.426571 = -282690.723550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15558.020000 sec): 3 clusters
  Score: Raw -282264.053986 + Penalty 2672.853142 = -279591.200844
  nChanged 1446
		SP:Iteration 1F (15558.240000 sec): 3 clusters
  Score: Raw -283111.091293 + Penalty 2672.853142 = -280438.238151
  nChanged 276
		SP:Iteration 2F (15558.420000 sec): 3 clusters
  Score: Raw -283307.366896 + Penalty 2672.853142 = -280634.513754
  nChanged 207
		SP:Iteration 3F (15558.580000 sec): 3 clusters
  Score: Raw -283462.192033 + Penalty 2672.853142 = -280789.338892
  nChanged 208
		SP:Iteration 4F (15558.760000 sec): 3 clusters
  Score: Raw -283607.187547 + Penalty 2672.853142 = -280934.334405
  nChanged 178
		SP:Iteration 5Q (15558.940000 sec): 3 clusters
  Score: Raw -283724.891643 + Penalty 2672.853142 = -281052.038501
  nChanged 158
		SP:Iteration 6Q (15559.100000 sec): 3 clusters
  Score: Raw -283824.360313 + Penalty 2672.853142 = -281151.507171
  nChanged 147
		SP:Iteration 7Q (15559.310000 sec): 3 clusters
  Score: Raw -283935.251523 + Penalty 2672.853142 = -281262.398381
  nChanged 138
		SP:Iteration 8Q (15559.500000 sec): 3 clusters
  Score: Raw -284025.428318 + Penalty 2672.853142 = -281352.575177
  nChanged 109
		SP:Iteration 9Q (15559.660000 sec): 3 clusters
  Score: Raw -284094.181134 + Penalty 2672.853142 = -281421.327992
  nChanged 103
		SP:Iteration 10Q (15559.870000 sec): 3 clusters
  Score: Raw -284161.364598 + Penalty 2672.853142 = -281488.511456
  nChanged 95
		SP:Iteration 11Q (15560.020000 sec): 3 clusters
  Score: Raw -284224.715023 + Penalty 2672.853142 = -281551.861882
  nChanged 75
		SP:Iteration 12Q (15560.150000 sec): 3 clusters
  Score: Raw -284268.350414 + Penalty 2672.853142 = -281595.497272
  nChanged 61
		SP:Iteration 13Q (15560.380000 sec): 3 clusters
  Score: Raw -284301.929248 + Penalty 2672.853142 = -281629.076106
  nChanged 51
		SP:Iteration 14Q (15560.530000 sec): 3 clusters
  Score: Raw -284334.174366 + Penalty 2672.853142 = -281661.321224
  nChanged 28
		SP:Iteration 15Q (15560.730000 sec): 3 clusters
  Score: Raw -284346.410247 + Penalty 2672.853142 = -281673.557106
  nChanged 20
		SP:Iteration 16Q (15560.920000 sec): 3 clusters
  Score: Raw -284355.358933 + Penalty 2672.853142 = -281682.505791
  nChanged 19
		SP:Iteration 17Q (15561.110000 sec): 3 clusters
  Score: Raw -284366.031967 + Penalty 2672.853142 = -281693.178825
  nChanged 15
		SP:Iteration 18Q (15561.330000 sec): 3 clusters
  Score: Raw -284375.733730 + Penalty 2672.853142 = -281702.880588
  nChanged 21
		SP:Iteration 19Q (15561.510000 sec): 3 clusters
  Score: Raw -284388.548954 + Penalty 2672.853142 = -281715.695812
  nChanged 20
		SP:Iteration 20F (15561.740000 sec): 3 clusters
  Score: Raw -284398.173628 + Penalty 2672.853142 = -281725.320487
  nChanged 17
		SP:Iteration 21Q (15561.900000 sec): 3 clusters
  Score: Raw -284405.509129 + Penalty 2672.853142 = -281732.655987
  nChanged 13
		SP:Iteration 22Q (15562.090000 sec): 3 clusters
  Score: Raw -284409.535643 + Penalty 2672.853142 = -281736.682501
  nChanged 6
		SP:Iteration 23Q (15562.250000 sec): 3 clusters
  Score: Raw -284414.155575 + Penalty 2672.853142 = -281741.302433
  nChanged 7
		SP:Iteration 24Q (15562.430000 sec): 3 clusters
  Score: Raw -284419.073646 + Penalty 2672.853142 = -281746.220504
  nChanged 8
		SP:Iteration 25Q (15562.590000 sec): 3 clusters
  Score: Raw -284424.739667 + Penalty 2672.853142 = -281751.886526
  nChanged 9
		SP:Iteration 26Q (15562.800000 sec): 3 clusters
  Score: Raw -284429.685707 + Penalty 2672.853142 = -281756.832565
  nChanged 4
		SP:Iteration 27Q (15562.950000 sec): 3 clusters
  Score: Raw -284431.263525 + Penalty 2672.853142 = -281758.410384
  nChanged 4
		SP:Iteration 28Q (15563.120000 sec): 3 clusters
  Score: Raw -284434.554631 + Penalty 2672.853142 = -281761.701489
  nChanged 5
		SP:Iteration 29Q (15563.350000 sec): 3 clusters
  Score: Raw -284436.448021 + Penalty 2672.853142 = -281763.594880
  nChanged 3
		SP:Iteration 30Q (15563.570000 sec): 3 clusters
  Score: Raw -284438.472915 + Penalty 2672.853142 = -281765.619774
  nChanged 4
		SP:Iteration 31Q (15563.790000 sec): 3 clusters
  Score: Raw -284441.520136 + Penalty 2672.853142 = -281768.666995
  nChanged 4
		SP:Iteration 32Q (15564.050000 sec): 3 clusters
  Score: Raw -284442.906799 + Penalty 2672.853142 = -281770.053657
  nChanged 0
		SP:Iteration 33F (15564.230000 sec): 3 clusters
  Score: Raw -284442.906799 + Penalty 2672.853142 = -281770.053657
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (9154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15564.390000 sec): 2 clusters
  Score: Raw -779963.764577 + Penalty 1482.316261 = -778481.448316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15564.630000 sec): 3 clusters
  Score: Raw -774875.380678 + Penalty 2964.632522 = -771910.748156
  nChanged 3961
		SP:Iteration 1F (15564.820000 sec): 3 clusters
  Score: Raw -776995.860645 + Penalty 2964.632522 = -774031.228123
  nChanged 496
		SP:Iteration 2F (15565.100000 sec): 3 clusters
  Score: Raw -777195.158417 + Penalty 2964.632522 = -774230.525895
  nChanged 431
		SP:Iteration 3Q (15565.310000 sec): 3 clusters
  Score: Raw -777369.601572 + Penalty 2964.632522 = -774404.969050
  nChanged 362
		SP:Iteration 4Q (15565.560000 sec): 3 clusters
  Score: Raw -777507.193442 + Penalty 2964.632522 = -774542.560920
  nChanged 325
		SP:Iteration 5Q (15565.810000 sec): 3 clusters
  Score: Raw -777649.942551 + Penalty 2964.632522 = -774685.310029
  nChanged 342
		SP:Iteration 6Q (15565.980000 sec): 3 clusters
  Score: Raw -777841.805177 + Penalty 2964.632522 = -774877.172655
  nChanged 331
		SP:Iteration 7Q (15566.230000 sec): 3 clusters
  Score: Raw -778021.714812 + Penalty 2964.632522 = -775057.082290
  nChanged 323
		SP:Iteration 8Q (15566.430000 sec): 3 clusters
  Score: Raw -778201.959157 + Penalty 2964.632522 = -775237.326635
  nChanged 321
		SP:Iteration 9Q (15566.650000 sec): 3 clusters
  Score: Raw -778387.393762 + Penalty 2964.632522 = -775422.761240
  nChanged 327
		SP:Iteration 10Q (15566.820000 sec): 3 clusters
  Score: Raw -778579.676180 + Penalty 2964.632522 = -775615.043658
  nChanged 313
		SP:Iteration 11Q (15567.070000 sec): 3 clusters
  Score: Raw -778765.073068 + Penalty 2964.632522 = -775800.440547
  nChanged 329
		SP:Iteration 12Q (15567.290000 sec): 3 clusters
  Score: Raw -778922.965819 + Penalty 2964.632522 = -775958.333297
  nChanged 276
		SP:Iteration 13Q (15567.500000 sec): 3 clusters
  Score: Raw -779071.335538 + Penalty 2964.632522 = -776106.703016
  nChanged 257
		SP:Iteration 14Q (15567.730000 sec): 3 clusters
  Score: Raw -779233.361455 + Penalty 2964.632522 = -776268.728933
  nChanged 269
		SP:Iteration 15Q (15567.960000 sec): 3 clusters
  Score: Raw -779394.600690 + Penalty 2964.632522 = -776429.968168
  nChanged 249
		SP:Iteration 16Q (15568.180000 sec): 3 clusters
  Score: Raw -779522.484710 + Penalty 2964.632522 = -776557.852188
  nChanged 203
		SP:Iteration 17Q (15568.410000 sec): 3 clusters
  Score: Raw -779627.785502 + Penalty 2964.632522 = -776663.152980
  nChanged 185
		SP:Iteration 18Q (15568.670000 sec): 3 clusters
  Score: Raw -779727.066939 + Penalty 2964.632522 = -776762.434417
  nChanged 195
		SP:Iteration 19Q (15568.880000 sec): 3 clusters
  Score: Raw -779825.531215 + Penalty 2964.632522 = -776860.898693
  nChanged 165
		SP:Iteration 20F (15569.120000 sec): 3 clusters
  Score: Raw -779906.372805 + Penalty 2964.632522 = -776941.740283
  nChanged 148
		SP:Iteration 21Q (15569.370000 sec): 3 clusters
  Score: Raw -779978.403181 + Penalty 2964.632522 = -777013.770659
  nChanged 124
		SP:Iteration 22Q (15569.550000 sec): 3 clusters
  Score: Raw -780029.149420 + Penalty 2964.632522 = -777064.516898
  nChanged 92
		SP:Iteration 23Q (15569.820000 sec): 3 clusters
  Score: Raw -780065.074753 + Penalty 2964.632522 = -777100.442231
  nChanged 80
		SP:Iteration 24Q (15570.010000 sec): 3 clusters
  Score: Raw -780096.634415 + Penalty 2964.632522 = -777132.001893
  nChanged 69
		SP:Iteration 25Q (15570.230000 sec): 3 clusters
  Score: Raw -780124.548262 + Penalty 2964.632522 = -777159.915741
  nChanged 66
		SP:Iteration 26Q (15570.440000 sec): 3 clusters
  Score: Raw -780151.234283 + Penalty 2964.632522 = -777186.601761
  nChanged 74
		SP:Iteration 27Q (15570.670000 sec): 3 clusters
  Score: Raw -780180.869882 + Penalty 2964.632522 = -777216.237361
  nChanged 69
		SP:Iteration 28Q (15570.890000 sec): 3 clusters
  Score: Raw -780207.167985 + Penalty 2964.632522 = -777242.535463
  nChanged 63
		SP:Iteration 29Q (15571.140000 sec): 3 clusters
  Score: Raw -780228.565630 + Penalty 2964.632522 = -777263.933108
  nChanged 48
		SP:Iteration 30Q (15571.340000 sec): 3 clusters
  Score: Raw -780250.106041 + Penalty 2964.632522 = -777285.473519
  nChanged 48
		SP:Iteration 31Q (15571.600000 sec): 3 clusters
  Score: Raw -780270.833025 + Penalty 2964.632522 = -777306.200503
  nChanged 32
		SP:Iteration 32Q (15571.830000 sec): 3 clusters
  Score: Raw -780283.208051 + Penalty 2964.632522 = -777318.575530
  nChanged 36
		SP:Iteration 33Q (15572.100000 sec): 3 clusters
  Score: Raw -780295.539384 + Penalty 2964.632522 = -777330.906862
  nChanged 28
		SP:Iteration 34Q (15572.310000 sec): 3 clusters
  Score: Raw -780306.024824 + Penalty 2964.632522 = -777341.392302
  nChanged 33
		SP:Iteration 35Q (15572.520000 sec): 3 clusters
  Score: Raw -780318.473653 + Penalty 2964.632522 = -777353.841131
  nChanged 23
		SP:Iteration 36Q (15572.720000 sec): 3 clusters
  Score: Raw -780325.747964 + Penalty 2964.632522 = -777361.115442
  nChanged 15
		SP:Iteration 37Q (15572.990000 sec): 3 clusters
  Score: Raw -780333.310730 + Penalty 2964.632522 = -777368.678208
  nChanged 21
		SP:Iteration 38Q (15573.190000 sec): 3 clusters
  Score: Raw -780346.534444 + Penalty 2964.632522 = -777381.901922
  nChanged 32
		SP:Iteration 39Q (15573.450000 sec): 3 clusters
  Score: Raw -780365.881920 + Penalty 2964.632522 = -777401.249398
  nChanged 37
		SP:Iteration 40F (15573.660000 sec): 3 clusters
  Score: Raw -780380.375583 + Penalty 2964.632522 = -777415.743061
  nChanged 20
		SP:Iteration 41Q (15573.860000 sec): 3 clusters
  Score: Raw -780387.392991 + Penalty 2964.632522 = -777422.760469
  nChanged 22
		SP:Iteration 42Q (15574.060000 sec): 3 clusters
  Score: Raw -780394.809076 + Penalty 2964.632522 = -777430.176554
  nChanged 15
		SP:Iteration 43Q (15574.250000 sec): 3 clusters
  Score: Raw -780400.790352 + Penalty 2964.632522 = -777436.157830
  nChanged 14
		SP:Iteration 44Q (15574.420000 sec): 3 clusters
  Score: Raw -780405.716347 + Penalty 2964.632522 = -777441.083825
  nChanged 12
		SP:Iteration 45Q (15574.620000 sec): 3 clusters
  Score: Raw -780410.368605 + Penalty 2964.632522 = -777445.736083
  nChanged 14
		SP:Iteration 46Q (15574.820000 sec): 3 clusters
  Score: Raw -780415.700152 + Penalty 2964.632522 = -777451.067630
  nChanged 8
		SP:Iteration 47Q (15575.030000 sec): 3 clusters
  Score: Raw -780417.577041 + Penalty 2964.632522 = -777452.944519
  nChanged 6
		SP:Iteration 48Q (15575.260000 sec): 3 clusters
  Score: Raw -780419.455913 + Penalty 2964.632522 = -777454.823391
  nChanged 3
		SP:Iteration 49Q (15575.450000 sec): 3 clusters
  Score: Raw -780420.772224 + Penalty 2964.632522 = -777456.139702
  nChanged 6
		SP:Iteration 50Q (15575.660000 sec): 3 clusters
  Score: Raw -780422.842053 + Penalty 2964.632522 = -777458.209531
  nChanged 9
		SP:Iteration 51Q (15575.840000 sec): 3 clusters
  Score: Raw -780426.638100 + Penalty 2964.632522 = -777462.005578
  nChanged 10
		SP:Iteration 52Q (15576.070000 sec): 3 clusters
  Score: Raw -780430.504592 + Penalty 2964.632522 = -777465.872070
  nChanged 5
		SP:Iteration 53Q (15576.290000 sec): 3 clusters
  Score: Raw -780432.115846 + Penalty 2964.632522 = -777467.483324
  nChanged 2
		SP:Iteration 54Q (15576.460000 sec): 3 clusters
  Score: Raw -780433.210266 + Penalty 2964.632522 = -777468.577745
  nChanged 2
		SP:Iteration 55Q (15576.680000 sec): 3 clusters
  Score: Raw -780433.918685 + Penalty 2964.632522 = -777469.286163
  nChanged 1
		SP:Iteration 56Q (15576.880000 sec): 3 clusters
  Score: Raw -780434.107959 + Penalty 2964.632522 = -777469.475437
  nChanged 1
		SP:Iteration 57Q (15577.120000 sec): 3 clusters
  Score: Raw -780434.276116 + Penalty 2964.632522 = -777469.643594
  nChanged 1
		SP:Iteration 58Q (15577.370000 sec): 3 clusters
  Score: Raw -780434.497739 + Penalty 2964.632522 = -777469.865217
  nChanged 0
		SP:Iteration 59F (15577.600000 sec): 3 clusters
  Score: Raw -780434.497739 + Penalty 2964.632522 = -777469.865217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15577.670000 sec): 2 clusters
  Score: Raw -60229.837332 + Penalty 1100.811382 = -59129.025951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15577.860000 sec): 3 clusters
  Score: Raw -59993.206469 + Penalty 2201.622763 = -57791.583706
  nChanged 256
		SP:Iteration 1F (15578.060000 sec): 3 clusters
  Score: Raw -60303.555926 + Penalty 2201.622763 = -58101.933163
  nChanged 67
		SP:Iteration 2F (15578.260000 sec): 3 clusters
  Score: Raw -60417.586793 + Penalty 2201.622763 = -58215.964030
  nChanged 40
		SP:Iteration 3Q (15578.450000 sec): 3 clusters
  Score: Raw -60487.576633 + Penalty 2201.622763 = -58285.953870
  nChanged 44
		SP:Iteration 4F (15578.600000 sec): 3 clusters
  Score: Raw -60576.565960 + Penalty 2201.622763 = -58374.943197
  nChanged 38
		SP:Iteration 5Q (15578.830000 sec): 3 clusters
  Score: Raw -60639.763372 + Penalty 2201.622763 = -58438.140609
  nChanged 20
		SP:Iteration 6Q (15578.980000 sec): 3 clusters
  Score: Raw -60671.898886 + Penalty 2201.622763 = -58470.276123
  nChanged 19
		SP:Iteration 7Q (15579.160000 sec): 3 clusters
  Score: Raw -60710.610031 + Penalty 2201.622763 = -58508.987268
  nChanged 18
		SP:Iteration 8Q (15579.350000 sec): 3 clusters
  Score: Raw -60733.739606 + Penalty 2201.622763 = -58532.116843
  nChanged 11
		SP:Iteration 9Q (15579.520000 sec): 3 clusters
  Score: Raw -60749.987768 + Penalty 2201.622763 = -58548.365005
  nChanged 11
		SP:Iteration 10Q (15579.740000 sec): 3 clusters
  Score: Raw -60761.788795 + Penalty 2201.622763 = -58560.166032
  nChanged 8
		SP:Iteration 11Q (15579.940000 sec): 3 clusters
  Score: Raw -60770.689712 + Penalty 2201.622763 = -58569.066949
  nChanged 6
		SP:Iteration 12Q (15580.070000 sec): 3 clusters
  Score: Raw -60779.339568 + Penalty 2201.622763 = -58577.716805
  nChanged 2
		SP:Iteration 13Q (15580.260000 sec): 3 clusters
  Score: Raw -60782.615615 + Penalty 2201.622763 = -58580.992852
  nChanged 2
		SP:Iteration 14Q (15580.470000 sec): 3 clusters
  Score: Raw -60784.577289 + Penalty 2201.622763 = -58582.954526
  nChanged 2
		SP:Iteration 15Q (15580.600000 sec): 3 clusters
  Score: Raw -60789.959835 + Penalty 2201.622763 = -58588.337072
  nChanged 4
		SP:Iteration 16Q (15580.780000 sec): 3 clusters
  Score: Raw -60799.215034 + Penalty 2201.622763 = -58597.592271
  nChanged 2
		SP:Iteration 17Q (15580.970000 sec): 3 clusters
  Score: Raw -60804.931288 + Penalty 2201.622763 = -58603.308525
  nChanged 1
		SP:Iteration 18Q (15581.170000 sec): 3 clusters
  Score: Raw -60806.023648 + Penalty 2201.622763 = -58604.400885
  nChanged 2
		SP:Iteration 19Q (15581.380000 sec): 3 clusters
  Score: Raw -60807.736622 + Penalty 2201.622763 = -58606.113859
  nChanged 0
		SP:Iteration 20F (15581.560000 sec): 3 clusters
  Score: Raw -60807.736622 + Penalty 2201.622763 = -58606.113859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15581.710000 sec): 2 clusters
  Score: Raw -344295.898477 + Penalty 1370.388369 = -342925.510108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15581.890000 sec): 3 clusters
  Score: Raw -341971.860947 + Penalty 2740.776739 = -339231.084208
  nChanged 1848
		SP:Iteration 1F (15582.100000 sec): 3 clusters
  Score: Raw -343131.614404 + Penalty 2740.776739 = -340390.837666
  nChanged 401
		SP:Iteration 2F (15582.330000 sec): 3 clusters
  Score: Raw -343440.410041 + Penalty 2740.776739 = -340699.633303
  nChanged 292
		SP:Iteration 3F (15582.510000 sec): 3 clusters
  Score: Raw -343654.224615 + Penalty 2740.776739 = -340913.447876
  nChanged 234
		SP:Iteration 4F (15582.720000 sec): 3 clusters
  Score: Raw -343790.714260 + Penalty 2740.776739 = -341049.937521
  nChanged 172
		SP:Iteration 5Q (15582.910000 sec): 3 clusters
  Score: Raw -343871.933887 + Penalty 2740.776739 = -341131.157148
  nChanged 139
		SP:Iteration 6Q (15583.130000 sec): 3 clusters
  Score: Raw -343936.835151 + Penalty 2740.776739 = -341196.058412
  nChanged 118
		SP:Iteration 7Q (15583.320000 sec): 3 clusters
  Score: Raw -343989.409503 + Penalty 2740.776739 = -341248.632764
  nChanged 110
		SP:Iteration 8Q (15583.530000 sec): 3 clusters
  Score: Raw -344035.239387 + Penalty 2740.776739 = -341294.462648
  nChanged 87
		SP:Iteration 9Q (15583.720000 sec): 3 clusters
  Score: Raw -344066.002020 + Penalty 2740.776739 = -341325.225282
  nChanged 76
		SP:Iteration 10Q (15583.940000 sec): 3 clusters
  Score: Raw -344097.015198 + Penalty 2740.776739 = -341356.238459
  nChanged 69
		SP:Iteration 11Q (15584.160000 sec): 3 clusters
  Score: Raw -344128.514414 + Penalty 2740.776739 = -341387.737676
  nChanged 82
		SP:Iteration 12Q (15584.350000 sec): 3 clusters
  Score: Raw -344171.187583 + Penalty 2740.776739 = -341430.410844
  nChanged 106
		SP:Iteration 13Q (15584.570000 sec): 3 clusters
  Score: Raw -344235.651162 + Penalty 2740.776739 = -341494.874423
  nChanged 124
		SP:Iteration 14Q (15584.760000 sec): 3 clusters
  Score: Raw -344316.901651 + Penalty 2740.776739 = -341576.124912
  nChanged 128
		SP:Iteration 15Q (15584.950000 sec): 3 clusters
  Score: Raw -344404.835848 + Penalty 2740.776739 = -341664.059109
  nChanged 147
		SP:Iteration 16Q (15585.150000 sec): 3 clusters
  Score: Raw -344519.985164 + Penalty 2740.776739 = -341779.208426
  nChanged 143
		SP:Iteration 17Q (15585.360000 sec): 3 clusters
  Score: Raw -344632.001673 + Penalty 2740.776739 = -341891.224934
  nChanged 126
		SP:Iteration 18Q (15585.540000 sec): 3 clusters
  Score: Raw -344724.518211 + Penalty 2740.776739 = -341983.741473
  nChanged 95
		SP:Iteration 19Q (15585.730000 sec): 3 clusters
  Score: Raw -344781.728593 + Penalty 2740.776739 = -342040.951854
  nChanged 80
		SP:Iteration 20F (15585.920000 sec): 3 clusters
  Score: Raw -344820.769800 + Penalty 2740.776739 = -342079.993061
  nChanged 63
		SP:Iteration 21Q (15586.120000 sec): 3 clusters
  Score: Raw -344846.926845 + Penalty 2740.776739 = -342106.150106
  nChanged 61
		SP:Iteration 22Q (15586.370000 sec): 3 clusters
  Score: Raw -344882.021037 + Penalty 2740.776739 = -342141.244298
  nChanged 66
		SP:Iteration 23Q (15586.520000 sec): 3 clusters
  Score: Raw -344918.281167 + Penalty 2740.776739 = -342177.504429
  nChanged 57
		SP:Iteration 24Q (15586.710000 sec): 3 clusters
  Score: Raw -344942.793313 + Penalty 2740.776739 = -342202.016574
  nChanged 42
		SP:Iteration 25Q (15586.880000 sec): 3 clusters
  Score: Raw -344959.445154 + Penalty 2740.776739 = -342218.668416
  nChanged 29
		SP:Iteration 26Q (15587.080000 sec): 3 clusters
  Score: Raw -344977.340101 + Penalty 2740.776739 = -342236.563362
  nChanged 29
		SP:Iteration 27Q (15587.300000 sec): 3 clusters
  Score: Raw -345003.891294 + Penalty 2740.776739 = -342263.114556
  nChanged 29
		SP:Iteration 28Q (15587.520000 sec): 3 clusters
  Score: Raw -345036.341945 + Penalty 2740.776739 = -342295.565207
  nChanged 27
		SP:Iteration 29Q (15587.690000 sec): 3 clusters
  Score: Raw -345059.500178 + Penalty 2740.776739 = -342318.723440
  nChanged 30
		SP:Iteration 30Q (15587.920000 sec): 3 clusters
  Score: Raw -345076.130751 + Penalty 2740.776739 = -342335.354012
  nChanged 26
		SP:Iteration 31Q (15588.130000 sec): 3 clusters
  Score: Raw -345092.492003 + Penalty 2740.776739 = -342351.715264
  nChanged 23
		SP:Iteration 32Q (15588.320000 sec): 3 clusters
  Score: Raw -345102.530407 + Penalty 2740.776739 = -342361.753668
  nChanged 24
		SP:Iteration 33Q (15588.540000 sec): 3 clusters
  Score: Raw -345107.796429 + Penalty 2740.776739 = -342367.019690
  nChanged 14
		SP:Iteration 34Q (15588.780000 sec): 3 clusters
  Score: Raw -345110.888829 + Penalty 2740.776739 = -342370.112091
  nChanged 9
		SP:Iteration 35Q (15589.010000 sec): 3 clusters
  Score: Raw -345113.155385 + Penalty 2740.776739 = -342372.378647
  nChanged 12
		SP:Iteration 36Q (15589.180000 sec): 3 clusters
  Score: Raw -345116.866255 + Penalty 2740.776739 = -342376.089517
  nChanged 9
		SP:Iteration 37Q (15589.410000 sec): 3 clusters
  Score: Raw -345118.930216 + Penalty 2740.776739 = -342378.153478
  nChanged 9
		SP:Iteration 38Q (15589.610000 sec): 3 clusters
  Score: Raw -345122.045741 + Penalty 2740.776739 = -342381.269002
  nChanged 9
		SP:Iteration 39Q (15589.800000 sec): 3 clusters
  Score: Raw -345124.851497 + Penalty 2740.776739 = -342384.074758
  nChanged 9
		SP:Iteration 40F (15589.940000 sec): 3 clusters
  Score: Raw -345126.983420 + Penalty 2740.776739 = -342386.206682
  nChanged 4
		SP:Iteration 41Q (15590.130000 sec): 3 clusters
  Score: Raw -345127.592161 + Penalty 2740.776739 = -342386.815423
  nChanged 2
		SP:Iteration 42Q (15590.340000 sec): 3 clusters
  Score: Raw -345127.900237 + Penalty 2740.776739 = -342387.123498
  nChanged 0
		SP:Iteration 43F (15590.540000 sec): 3 clusters
  Score: Raw -345127.900237 + Penalty 2740.776739 = -342387.123498
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15590.650000 sec): 2 clusters
  Score: Raw -17330.156450 + Penalty 877.201439 = -16452.955011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15590.820000 sec): 3 clusters
  Score: Raw -17400.166176 + Penalty 1754.402878 = -15645.763298
  nChanged 38
		SP:Iteration 1F (15591.040000 sec): 3 clusters
  Score: Raw -17509.213381 + Penalty 1754.402878 = -15754.810503
  nChanged 7
		SP:Iteration 2Q (15591.230000 sec): 3 clusters
  Score: Raw -17527.205612 + Penalty 1754.402878 = -15772.802734
  nChanged 1
		SP:Iteration 3Q (15591.390000 sec): 3 clusters
  Score: Raw -17532.393009 + Penalty 1754.402878 = -15777.990131
  nChanged 0
		SP:Iteration 4F (15591.610000 sec): 3 clusters
  Score: Raw -17532.393009 + Penalty 1754.402878 = -15777.990131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15591.700000 sec): 2 clusters
  Score: Raw -269561.059578 + Penalty 1324.263337 = -268236.796241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15591.920000 sec): 3 clusters
  Score: Raw -267860.509153 + Penalty 2648.526674 = -265211.982479
  nChanged 1360
		SP:Iteration 1F (15592.080000 sec): 3 clusters
  Score: Raw -268653.865883 + Penalty 2648.526674 = -266005.339208
  nChanged 261
		SP:Iteration 2F (15592.260000 sec): 3 clusters
  Score: Raw -268815.070750 + Penalty 2648.526674 = -266166.544076
  nChanged 195
		SP:Iteration 3F (15592.420000 sec): 3 clusters
  Score: Raw -268935.656275 + Penalty 2648.526674 = -266287.129601
  nChanged 165
		SP:Iteration 4Q (15592.620000 sec): 3 clusters
  Score: Raw -269039.473104 + Penalty 2648.526674 = -266390.946429
  nChanged 135
		SP:Iteration 5Q (15592.840000 sec): 3 clusters
  Score: Raw -269115.159187 + Penalty 2648.526674 = -266466.632513
  nChanged 121
		SP:Iteration 6Q (15593.010000 sec): 3 clusters
  Score: Raw -269184.736230 + Penalty 2648.526674 = -266536.209556
  nChanged 114
		SP:Iteration 7Q (15593.220000 sec): 3 clusters
  Score: Raw -269247.287783 + Penalty 2648.526674 = -266598.761109
  nChanged 85
		SP:Iteration 8Q (15593.400000 sec): 3 clusters
  Score: Raw -269293.760592 + Penalty 2648.526674 = -266645.233918
  nChanged 83
		SP:Iteration 9Q (15593.530000 sec): 3 clusters
  Score: Raw -269341.324101 + Penalty 2648.526674 = -266692.797427
  nChanged 85
		SP:Iteration 10Q (15593.720000 sec): 3 clusters
  Score: Raw -269382.223286 + Penalty 2648.526674 = -266733.696612
  nChanged 68
		SP:Iteration 11Q (15593.910000 sec): 3 clusters
  Score: Raw -269414.328292 + Penalty 2648.526674 = -266765.801618
  nChanged 54
		SP:Iteration 12Q (15594.050000 sec): 3 clusters
  Score: Raw -269437.548434 + Penalty 2648.526674 = -266789.021760
  nChanged 54
		SP:Iteration 13Q (15594.250000 sec): 3 clusters
  Score: Raw -269463.628159 + Penalty 2648.526674 = -266815.101485
  nChanged 52
		SP:Iteration 14Q (15594.410000 sec): 3 clusters
  Score: Raw -269498.791105 + Penalty 2648.526674 = -266850.264431
  nChanged 60
		SP:Iteration 15Q (15594.560000 sec): 3 clusters
  Score: Raw -269546.051683 + Penalty 2648.526674 = -266897.525009
  nChanged 68
		SP:Iteration 16Q (15594.710000 sec): 3 clusters
  Score: Raw -269599.953934 + Penalty 2648.526674 = -266951.427260
  nChanged 57
		SP:Iteration 17Q (15594.840000 sec): 3 clusters
  Score: Raw -269639.202343 + Penalty 2648.526674 = -266990.675669
  nChanged 50
		SP:Iteration 18Q (15595.050000 sec): 3 clusters
  Score: Raw -269670.631431 + Penalty 2648.526674 = -267022.104757
  nChanged 46
		SP:Iteration 19Q (15595.240000 sec): 3 clusters
  Score: Raw -269696.862477 + Penalty 2648.526674 = -267048.335803
  nChanged 32
		SP:Iteration 20F (15595.430000 sec): 3 clusters
  Score: Raw -269715.604837 + Penalty 2648.526674 = -267067.078163
  nChanged 23
		SP:Iteration 21Q (15595.610000 sec): 3 clusters
  Score: Raw -269729.509628 + Penalty 2648.526674 = -267080.982954
  nChanged 19
		SP:Iteration 22Q (15595.800000 sec): 3 clusters
  Score: Raw -269739.525709 + Penalty 2648.526674 = -267090.999035
  nChanged 23
		SP:Iteration 23Q (15595.970000 sec): 3 clusters
  Score: Raw -269753.375137 + Penalty 2648.526674 = -267104.848463
  nChanged 15
		SP:Iteration 24Q (15596.170000 sec): 3 clusters
  Score: Raw -269762.233345 + Penalty 2648.526674 = -267113.706671
  nChanged 15
		SP:Iteration 25Q (15596.410000 sec): 3 clusters
  Score: Raw -269769.999026 + Penalty 2648.526674 = -267121.472351
  nChanged 11
		SP:Iteration 26Q (15596.570000 sec): 3 clusters
  Score: Raw -269776.497768 + Penalty 2648.526674 = -267127.971093
  nChanged 3
		SP:Iteration 27Q (15596.840000 sec): 3 clusters
  Score: Raw -269778.271287 + Penalty 2648.526674 = -267129.744612
  nChanged 3
		SP:Iteration 28Q (15596.990000 sec): 3 clusters
  Score: Raw -269780.315642 + Penalty 2648.526674 = -267131.788968
  nChanged 1
		SP:Iteration 29Q (15597.200000 sec): 3 clusters
  Score: Raw -269780.442349 + Penalty 2648.526674 = -267131.915675
  nChanged 1
		SP:Iteration 30Q (15597.350000 sec): 3 clusters
  Score: Raw -269780.904034 + Penalty 2648.526674 = -267132.377360
  nChanged 1
		SP:Iteration 31Q (15597.570000 sec): 3 clusters
  Score: Raw -269781.687927 + Penalty 2648.526674 = -267133.161253
  nChanged 3
		SP:Iteration 32Q (15597.780000 sec): 3 clusters
  Score: Raw -269783.330285 + Penalty 2648.526674 = -267134.803610
  nChanged 1
		SP:Iteration 33Q (15597.980000 sec): 3 clusters
  Score: Raw -269783.851055 + Penalty 2648.526674 = -267135.324381
  nChanged 1
		SP:Iteration 34Q (15598.170000 sec): 3 clusters
  Score: Raw -269784.167852 + Penalty 2648.526674 = -267135.641177
  nChanged 0
		SP:Iteration 35F (15598.350000 sec): 3 clusters
  Score: Raw -269784.167852 + Penalty 2648.526674 = -267135.641177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15598.420000 sec): 2 clusters
  Score: Raw -210686.825625 + Penalty 1293.439112 = -209393.386513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15598.540000 sec): 3 clusters
  Score: Raw -209390.605396 + Penalty 2586.878224 = -206803.727172
  nChanged 1075
		SP:Iteration 1F (15598.670000 sec): 3 clusters
  Score: Raw -210048.738157 + Penalty 2586.878224 = -207461.859933
  nChanged 244
		SP:Iteration 2F (15598.810000 sec): 3 clusters
  Score: Raw -210224.593010 + Penalty 2586.878224 = -207637.714786
  nChanged 161
		SP:Iteration 3F (15598.980000 sec): 3 clusters
  Score: Raw -210338.383393 + Penalty 2586.878224 = -207751.505169
  nChanged 137
		SP:Iteration 4Q (15599.130000 sec): 3 clusters
  Score: Raw -210450.196019 + Penalty 2586.878224 = -207863.317795
  nChanged 123
		SP:Iteration 5Q (15599.300000 sec): 3 clusters
  Score: Raw -210544.495033 + Penalty 2586.878224 = -207957.616809
  nChanged 119
		SP:Iteration 6Q (15599.430000 sec): 3 clusters
  Score: Raw -210633.393923 + Penalty 2586.878224 = -208046.515699
  nChanged 105
		SP:Iteration 7Q (15599.540000 sec): 3 clusters
  Score: Raw -210729.117137 + Penalty 2586.878224 = -208142.238913
  nChanged 117
		SP:Iteration 8Q (15599.650000 sec): 3 clusters
  Score: Raw -210832.176561 + Penalty 2586.878224 = -208245.298336
  nChanged 91
		SP:Iteration 9Q (15599.760000 sec): 3 clusters
  Score: Raw -210907.019741 + Penalty 2586.878224 = -208320.141517
  nChanged 80
		SP:Iteration 10Q (15599.940000 sec): 3 clusters
  Score: Raw -210974.272181 + Penalty 2586.878224 = -208387.393957
  nChanged 76
		SP:Iteration 11Q (15600.120000 sec): 3 clusters
  Score: Raw -211029.089062 + Penalty 2586.878224 = -208442.210838
  nChanged 60
		SP:Iteration 12Q (15600.280000 sec): 3 clusters
  Score: Raw -211067.159688 + Penalty 2586.878224 = -208480.281464
  nChanged 53
		SP:Iteration 13Q (15600.440000 sec): 3 clusters
  Score: Raw -211096.002147 + Penalty 2586.878224 = -208509.123923
  nChanged 34
		SP:Iteration 14Q (15600.580000 sec): 3 clusters
  Score: Raw -211115.318345 + Penalty 2586.878224 = -208528.440121
  nChanged 32
		SP:Iteration 15Q (15600.720000 sec): 3 clusters
  Score: Raw -211134.261810 + Penalty 2586.878224 = -208547.383586
  nChanged 20
		SP:Iteration 16Q (15600.870000 sec): 3 clusters
  Score: Raw -211145.026097 + Penalty 2586.878224 = -208558.147873
  nChanged 21
		SP:Iteration 17Q (15601.040000 sec): 3 clusters
  Score: Raw -211158.053894 + Penalty 2586.878224 = -208571.175670
  nChanged 25
		SP:Iteration 18Q (15601.190000 sec): 3 clusters
  Score: Raw -211172.029113 + Penalty 2586.878224 = -208585.150889
  nChanged 19
		SP:Iteration 19Q (15601.310000 sec): 3 clusters
  Score: Raw -211179.967532 + Penalty 2586.878224 = -208593.089308
  nChanged 9
		SP:Iteration 20F (15601.490000 sec): 3 clusters
  Score: Raw -211183.675274 + Penalty 2586.878224 = -208596.797050
  nChanged 5
		SP:Iteration 21Q (15601.670000 sec): 3 clusters
  Score: Raw -211187.788492 + Penalty 2586.878224 = -208600.910268
  nChanged 7
		SP:Iteration 22Q (15601.800000 sec): 3 clusters
  Score: Raw -211190.188194 + Penalty 2586.878224 = -208603.309970
  nChanged 3
		SP:Iteration 23Q (15601.940000 sec): 3 clusters
  Score: Raw -211191.298018 + Penalty 2586.878224 = -208604.419794
  nChanged 2
		SP:Iteration 24Q (15602.080000 sec): 3 clusters
  Score: Raw -211192.067165 + Penalty 2586.878224 = -208605.188941
  nChanged 1
		SP:Iteration 25Q (15602.280000 sec): 3 clusters
  Score: Raw -211192.173858 + Penalty 2586.878224 = -208605.295634
  nChanged 0
		SP:Iteration 26F (15602.430000 sec): 3 clusters
  Score: Raw -211192.173858 + Penalty 2586.878224 = -208605.295634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15602.470000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15602.620000 sec): 3 clusters
  Score: Raw -31320.420451 + Penalty 1922.765670 = -29397.654781
  nChanged 64
		SP:Iteration 1F (15602.760000 sec): 3 clusters
  Score: Raw -31418.788553 + Penalty 1922.765670 = -29496.022883
  nChanged 17
		SP:Iteration 2Q (15602.910000 sec): 3 clusters
  Score: Raw -31449.475263 + Penalty 1922.765670 = -29526.709592
  nChanged 9
		SP:Iteration 3Q (15603.050000 sec): 3 clusters
  Score: Raw -31465.923843 + Penalty 1922.765670 = -29543.158172
  nChanged 5
		SP:Iteration 4Q (15603.240000 sec): 3 clusters
  Score: Raw -31473.352847 + Penalty 1922.765670 = -29550.587176
  nChanged 3
		SP:Iteration 5Q (15603.390000 sec): 3 clusters
  Score: Raw -31479.657641 + Penalty 1922.765670 = -29556.891971
  nChanged 0
		SP:Iteration 6F (15603.520000 sec): 3 clusters
  Score: Raw -31479.657641 + Penalty 1922.765670 = -29556.891971
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15603.610000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15603.760000 sec): 3 clusters
  Score: Raw -53062.288234 + Penalty 2106.014483 = -50956.273751
  nChanged 176
		SP:Iteration 1F (15603.890000 sec): 3 clusters
  Score: Raw -53297.031104 + Penalty 2106.014483 = -51191.016622
  nChanged 56
		SP:Iteration 2F (15604.020000 sec): 3 clusters
  Score: Raw -53389.580469 + Penalty 2106.014483 = -51283.565987
  nChanged 22
		SP:Iteration 3Q (15604.200000 sec): 3 clusters
  Score: Raw -53435.215685 + Penalty 2106.014483 = -51329.201203
  nChanged 25
		SP:Iteration 4Q (15604.390000 sec): 3 clusters
  Score: Raw -53476.567715 + Penalty 2106.014483 = -51370.553232
  nChanged 16
		SP:Iteration 5Q (15604.580000 sec): 3 clusters
  Score: Raw -53499.358966 + Penalty 2106.014483 = -51393.344483
  nChanged 11
		SP:Iteration 6Q (15604.820000 sec): 3 clusters
  Score: Raw -53516.692928 + Penalty 2106.014483 = -51410.678445
  nChanged 8
		SP:Iteration 7Q (15604.990000 sec): 3 clusters
  Score: Raw -53524.736908 + Penalty 2106.014483 = -51418.722425
  nChanged 7
		SP:Iteration 8Q (15605.160000 sec): 3 clusters
  Score: Raw -53532.259555 + Penalty 2106.014483 = -51426.245073
  nChanged 4
		SP:Iteration 9Q (15605.330000 sec): 3 clusters
  Score: Raw -53537.481107 + Penalty 2106.014483 = -51431.466624
  nChanged 3
		SP:Iteration 10Q (15605.490000 sec): 3 clusters
  Score: Raw -53542.928918 + Penalty 2106.014483 = -51436.914436
  nChanged 7
		SP:Iteration 11Q (15605.680000 sec): 3 clusters
  Score: Raw -53553.474627 + Penalty 2106.014483 = -51447.460145
  nChanged 4
		SP:Iteration 12Q (15605.900000 sec): 3 clusters
  Score: Raw -53558.861546 + Penalty 2106.014483 = -51452.847063
  nChanged 2
		SP:Iteration 13Q (15606.080000 sec): 3 clusters
  Score: Raw -53561.387273 + Penalty 2106.014483 = -51455.372791
  nChanged 2
		SP:Iteration 14Q (15606.260000 sec): 3 clusters
  Score: Raw -53566.615499 + Penalty 2106.014483 = -51460.601017
  nChanged 1
		SP:Iteration 15Q (15606.470000 sec): 3 clusters
  Score: Raw -53567.870095 + Penalty 2106.014483 = -51461.855612
  nChanged 0
		SP:Iteration 16F (15606.680000 sec): 3 clusters
  Score: Raw -53567.870095 + Penalty 2106.014483 = -51461.855612
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15606.770000 sec): 2 clusters
  Score: Raw -190064.802157 + Penalty 1263.072316 = -188801.729841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15606.950000 sec): 3 clusters
  Score: Raw -189010.224913 + Penalty 2526.144633 = -186484.080280
  nChanged 882
		SP:Iteration 1F (15607.150000 sec): 3 clusters
  Score: Raw -189522.757506 + Penalty 2526.144633 = -186996.612874
  nChanged 177
		SP:Iteration 2F (15607.350000 sec): 3 clusters
  Score: Raw -189643.427261 + Penalty 2526.144633 = -187117.282628
  nChanged 113
		SP:Iteration 3Q (15607.520000 sec): 3 clusters
  Score: Raw -189714.501505 + Penalty 2526.144633 = -187188.356873
  nChanged 79
		SP:Iteration 4Q (15607.750000 sec): 3 clusters
  Score: Raw -189762.594392 + Penalty 2526.144633 = -187236.449759
  nChanged 58
		SP:Iteration 5Q (15607.930000 sec): 3 clusters
  Score: Raw -189791.480146 + Penalty 2526.144633 = -187265.335513
  nChanged 45
		SP:Iteration 6Q (15608.140000 sec): 3 clusters
  Score: Raw -189818.420156 + Penalty 2526.144633 = -187292.275523
  nChanged 43
		SP:Iteration 7Q (15608.350000 sec): 3 clusters
  Score: Raw -189843.092462 + Penalty 2526.144633 = -187316.947829
  nChanged 33
		SP:Iteration 8Q (15608.520000 sec): 3 clusters
  Score: Raw -189862.205132 + Penalty 2526.144633 = -187336.060499
  nChanged 35
		SP:Iteration 9Q (15608.680000 sec): 3 clusters
  Score: Raw -189880.611200 + Penalty 2526.144633 = -187354.466568
  nChanged 38
		SP:Iteration 10Q (15608.860000 sec): 3 clusters
  Score: Raw -189897.940740 + Penalty 2526.144633 = -187371.796107
  nChanged 36
		SP:Iteration 11Q (15609.050000 sec): 3 clusters
  Score: Raw -189914.759316 + Penalty 2526.144633 = -187388.614683
  nChanged 35
		SP:Iteration 12Q (15609.270000 sec): 3 clusters
  Score: Raw -189930.555181 + Penalty 2526.144633 = -187404.410548
  nChanged 34
		SP:Iteration 13Q (15609.480000 sec): 3 clusters
  Score: Raw -189944.794713 + Penalty 2526.144633 = -187418.650080
  nChanged 31
		SP:Iteration 14Q (15609.630000 sec): 3 clusters
  Score: Raw -189960.958160 + Penalty 2526.144633 = -187434.813527
  nChanged 29
		SP:Iteration 15Q (15609.810000 sec): 3 clusters
  Score: Raw -189974.269340 + Penalty 2526.144633 = -187448.124707
  nChanged 37
		SP:Iteration 16Q (15610.040000 sec): 3 clusters
  Score: Raw -189992.547710 + Penalty 2526.144633 = -187466.403077
  nChanged 37
		SP:Iteration 17Q (15610.200000 sec): 3 clusters
  Score: Raw -190005.442688 + Penalty 2526.144633 = -187479.298056
  nChanged 21
		SP:Iteration 18Q (15610.330000 sec): 3 clusters
  Score: Raw -190013.534246 + Penalty 2526.144633 = -187487.389613
  nChanged 19
		SP:Iteration 19Q (15610.490000 sec): 3 clusters
  Score: Raw -190023.829417 + Penalty 2526.144633 = -187497.684784
  nChanged 32
		SP:Iteration 20F (15610.710000 sec): 3 clusters
  Score: Raw -190039.762891 + Penalty 2526.144633 = -187513.618258
  nChanged 33
		SP:Iteration 21Q (15610.850000 sec): 3 clusters
  Score: Raw -190055.057711 + Penalty 2526.144633 = -187528.913078
  nChanged 25
		SP:Iteration 22Q (15611.080000 sec): 3 clusters
  Score: Raw -190068.275593 + Penalty 2526.144633 = -187542.130960
  nChanged 32
		SP:Iteration 23Q (15611.240000 sec): 3 clusters
  Score: Raw -190084.124483 + Penalty 2526.144633 = -187557.979850
  nChanged 28
		SP:Iteration 24Q (15611.390000 sec): 3 clusters
  Score: Raw -190098.737370 + Penalty 2526.144633 = -187572.592737
  nChanged 24
		SP:Iteration 25Q (15611.570000 sec): 3 clusters
  Score: Raw -190114.480796 + Penalty 2526.144633 = -187588.336163
  nChanged 19
		SP:Iteration 26Q (15611.730000 sec): 3 clusters
  Score: Raw -190131.874995 + Penalty 2526.144633 = -187605.730363
  nChanged 16
		SP:Iteration 27Q (15611.890000 sec): 3 clusters
  Score: Raw -190142.201081 + Penalty 2526.144633 = -187616.056448
  nChanged 17
		SP:Iteration 28Q (15612.070000 sec): 3 clusters
  Score: Raw -190156.169001 + Penalty 2526.144633 = -187630.024368
  nChanged 17
		SP:Iteration 29Q (15612.270000 sec): 3 clusters
  Score: Raw -190170.356727 + Penalty 2526.144633 = -187644.212094
  nChanged 21
		SP:Iteration 30Q (15612.450000 sec): 3 clusters
  Score: Raw -190184.307976 + Penalty 2526.144633 = -187658.163343
  nChanged 14
		SP:Iteration 31Q (15612.640000 sec): 3 clusters
  Score: Raw -190195.858896 + Penalty 2526.144633 = -187669.714263
  nChanged 9
		SP:Iteration 32Q (15612.830000 sec): 3 clusters
  Score: Raw -190201.394407 + Penalty 2526.144633 = -187675.249774
  nChanged 6
		SP:Iteration 33Q (15613.020000 sec): 3 clusters
  Score: Raw -190204.668853 + Penalty 2526.144633 = -187678.524221
  nChanged 2
		SP:Iteration 34Q (15613.240000 sec): 3 clusters
  Score: Raw -190205.636895 + Penalty 2526.144633 = -187679.492262
  nChanged 2
		SP:Iteration 35Q (15613.420000 sec): 3 clusters
  Score: Raw -190207.267184 + Penalty 2526.144633 = -187681.122551
  nChanged 2
		SP:Iteration 36Q (15613.620000 sec): 3 clusters
  Score: Raw -190208.540393 + Penalty 2526.144633 = -187682.395761
  nChanged 2
		SP:Iteration 37Q (15613.790000 sec): 3 clusters
  Score: Raw -190209.111119 + Penalty 2526.144633 = -187682.966486
  nChanged 1
		SP:Iteration 38Q (15613.970000 sec): 3 clusters
  Score: Raw -190209.214519 + Penalty 2526.144633 = -187683.069886
  nChanged 1
		SP:Iteration 39Q (15614.150000 sec): 3 clusters
  Score: Raw -190209.709992 + Penalty 2526.144633 = -187683.565359
  nChanged 0
		SP:Iteration 40F (15614.320000 sec): 3 clusters
  Score: Raw -190209.709992 + Penalty 2526.144633 = -187683.565359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15614.420000 sec): 2 clusters
  Score: Raw -201544.120775 + Penalty 1291.555198 = -200252.565577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15614.590000 sec): 3 clusters
  Score: Raw -200318.494852 + Penalty 2583.110397 = -197735.384455
  nChanged 1019
		SP:Iteration 1F (15614.780000 sec): 3 clusters
  Score: Raw -201124.529021 + Penalty 2583.110397 = -198541.418624
  nChanged 271
		SP:Iteration 2F (15614.950000 sec): 3 clusters
  Score: Raw -201432.690236 + Penalty 2583.110397 = -198849.579839
  nChanged 220
		SP:Iteration 3F (15615.180000 sec): 3 clusters
  Score: Raw -201656.738134 + Penalty 2583.110397 = -199073.627737
  nChanged 154
		SP:Iteration 4F (15615.350000 sec): 3 clusters
  Score: Raw -201819.974705 + Penalty 2583.110397 = -199236.864308
  nChanged 103
		SP:Iteration 5Q (15615.510000 sec): 3 clusters
  Score: Raw -201933.112071 + Penalty 2583.110397 = -199350.001674
  nChanged 91
		SP:Iteration 6Q (15615.680000 sec): 3 clusters
  Score: Raw -202006.849724 + Penalty 2583.110397 = -199423.739327
  nChanged 76
		SP:Iteration 7Q (15615.910000 sec): 3 clusters
  Score: Raw -202051.313119 + Penalty 2583.110397 = -199468.202722
  nChanged 53
		SP:Iteration 8Q (15616.070000 sec): 3 clusters
  Score: Raw -202088.949792 + Penalty 2583.110397 = -199505.839395
  nChanged 51
		SP:Iteration 9Q (15616.240000 sec): 3 clusters
  Score: Raw -202133.495181 + Penalty 2583.110397 = -199550.384784
  nChanged 55
		SP:Iteration 10Q (15616.450000 sec): 3 clusters
  Score: Raw -202180.987051 + Penalty 2583.110397 = -199597.876654
  nChanged 50
		SP:Iteration 11Q (15616.610000 sec): 3 clusters
  Score: Raw -202220.659671 + Penalty 2583.110397 = -199637.549274
  nChanged 48
		SP:Iteration 12Q (15616.840000 sec): 3 clusters
  Score: Raw -202267.092114 + Penalty 2583.110397 = -199683.981717
  nChanged 67
		SP:Iteration 13Q (15616.980000 sec): 3 clusters
  Score: Raw -202328.654060 + Penalty 2583.110397 = -199745.543663
  nChanged 52
		SP:Iteration 14Q (15617.200000 sec): 3 clusters
  Score: Raw -202374.169281 + Penalty 2583.110397 = -199791.058884
  nChanged 48
		SP:Iteration 15Q (15617.410000 sec): 3 clusters
  Score: Raw -202426.863751 + Penalty 2583.110397 = -199843.753354
  nChanged 59
		SP:Iteration 16Q (15617.610000 sec): 3 clusters
  Score: Raw -202500.824838 + Penalty 2583.110397 = -199917.714441
  nChanged 55
		SP:Iteration 17Q (15617.760000 sec): 3 clusters
  Score: Raw -202557.441805 + Penalty 2583.110397 = -199974.331408
  nChanged 52
		SP:Iteration 18Q (15617.940000 sec): 3 clusters
  Score: Raw -202600.129765 + Penalty 2583.110397 = -200017.019368
  nChanged 38
		SP:Iteration 19Q (15618.130000 sec): 3 clusters
  Score: Raw -202632.112079 + Penalty 2583.110397 = -200049.001682
  nChanged 32
		SP:Iteration 20F (15618.290000 sec): 3 clusters
  Score: Raw -202658.656797 + Penalty 2583.110397 = -200075.546400
  nChanged 22
		SP:Iteration 21Q (15618.480000 sec): 3 clusters
  Score: Raw -202682.136898 + Penalty 2583.110397 = -200099.026501
  nChanged 30
		SP:Iteration 22Q (15618.620000 sec): 3 clusters
  Score: Raw -202708.861988 + Penalty 2583.110397 = -200125.751591
  nChanged 29
		SP:Iteration 23Q (15618.830000 sec): 3 clusters
  Score: Raw -202736.510235 + Penalty 2583.110397 = -200153.399838
  nChanged 27
		SP:Iteration 24Q (15618.990000 sec): 3 clusters
  Score: Raw -202768.103858 + Penalty 2583.110397 = -200184.993461
  nChanged 28
		SP:Iteration 25Q (15619.190000 sec): 3 clusters
  Score: Raw -202784.507661 + Penalty 2583.110397 = -200201.397264
  nChanged 10
		SP:Iteration 26Q (15619.410000 sec): 3 clusters
  Score: Raw -202790.540622 + Penalty 2583.110397 = -200207.430225
  nChanged 16
		SP:Iteration 27Q (15619.550000 sec): 3 clusters
  Score: Raw -202799.920316 + Penalty 2583.110397 = -200216.809919
  nChanged 15
		SP:Iteration 28Q (15619.730000 sec): 3 clusters
  Score: Raw -202807.018768 + Penalty 2583.110397 = -200223.908371
  nChanged 13
		SP:Iteration 29Q (15619.880000 sec): 3 clusters
  Score: Raw -202814.634842 + Penalty 2583.110397 = -200231.524445
  nChanged 12
		SP:Iteration 30Q (15620.040000 sec): 3 clusters
  Score: Raw -202821.708283 + Penalty 2583.110397 = -200238.597886
  nChanged 16
		SP:Iteration 31Q (15620.170000 sec): 3 clusters
  Score: Raw -202834.616090 + Penalty 2583.110397 = -200251.505693
  nChanged 12
		SP:Iteration 32Q (15620.400000 sec): 3 clusters
  Score: Raw -202840.622396 + Penalty 2583.110397 = -200257.511999
  nChanged 8
		SP:Iteration 33Q (15620.560000 sec): 3 clusters
  Score: Raw -202843.824226 + Penalty 2583.110397 = -200260.713829
  nChanged 1
		SP:Iteration 34Q (15620.690000 sec): 3 clusters
  Score: Raw -202843.944097 + Penalty 2583.110397 = -200260.833700
  nChanged 0
		SP:Iteration 35F (15620.890000 sec): 3 clusters
  Score: Raw -202843.944097 + Penalty 2583.110397 = -200260.833700
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15620.990000 sec): 2 clusters
  Score: Raw -307655.628598 + Penalty 1337.512079 = -306318.116519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15621.220000 sec): 3 clusters
  Score: Raw -305856.592630 + Penalty 2675.024158 = -303181.568471
  nChanged 1427
		SP:Iteration 1F (15621.400000 sec): 3 clusters
  Score: Raw -306751.801626 + Penalty 2675.024158 = -304076.777468
  nChanged 368
		SP:Iteration 2F (15621.590000 sec): 3 clusters
  Score: Raw -307128.093151 + Penalty 2675.024158 = -304453.068993
  nChanged 321
		SP:Iteration 3F (15621.770000 sec): 3 clusters
  Score: Raw -307443.893346 + Penalty 2675.024158 = -304768.869188
  nChanged 244
		SP:Iteration 4F (15622.000000 sec): 3 clusters
  Score: Raw -307659.552862 + Penalty 2675.024158 = -304984.528704
  nChanged 179
		SP:Iteration 5Q (15622.160000 sec): 3 clusters
  Score: Raw -307803.398649 + Penalty 2675.024158 = -305128.374491
  nChanged 128
		SP:Iteration 6Q (15622.390000 sec): 3 clusters
  Score: Raw -307888.818723 + Penalty 2675.024158 = -305213.794565
  nChanged 120
		SP:Iteration 7Q (15622.560000 sec): 3 clusters
  Score: Raw -307964.916559 + Penalty 2675.024158 = -305289.892400
  nChanged 85
		SP:Iteration 8Q (15622.800000 sec): 3 clusters
  Score: Raw -308011.471932 + Penalty 2675.024158 = -305336.447773
  nChanged 51
		SP:Iteration 9Q (15623.130000 sec): 3 clusters
  Score: Raw -308038.561459 + Penalty 2675.024158 = -305363.537301
  nChanged 49
		SP:Iteration 10Q (15623.320000 sec): 3 clusters
  Score: Raw -308061.946199 + Penalty 2675.024158 = -305386.922041
  nChanged 47
		SP:Iteration 11Q (15623.490000 sec): 3 clusters
  Score: Raw -308083.831729 + Penalty 2675.024158 = -305408.807570
  nChanged 46
		SP:Iteration 12Q (15623.710000 sec): 3 clusters
  Score: Raw -308110.356512 + Penalty 2675.024158 = -305435.332354
  nChanged 37
		SP:Iteration 13Q (15623.910000 sec): 3 clusters
  Score: Raw -308133.035912 + Penalty 2675.024158 = -305458.011754
  nChanged 39
		SP:Iteration 14Q (15624.070000 sec): 3 clusters
  Score: Raw -308160.717709 + Penalty 2675.024158 = -305485.693551
  nChanged 37
		SP:Iteration 15Q (15624.280000 sec): 3 clusters
  Score: Raw -308186.515795 + Penalty 2675.024158 = -305511.491637
  nChanged 39
		SP:Iteration 16Q (15624.490000 sec): 3 clusters
  Score: Raw -308213.849372 + Penalty 2675.024158 = -305538.825214
  nChanged 35
		SP:Iteration 17Q (15624.650000 sec): 3 clusters
  Score: Raw -308230.843717 + Penalty 2675.024158 = -305555.819559
  nChanged 27
		SP:Iteration 18Q (15624.890000 sec): 3 clusters
  Score: Raw -308241.509975 + Penalty 2675.024158 = -305566.485817
  nChanged 26
		SP:Iteration 19Q (15625.100000 sec): 3 clusters
  Score: Raw -308251.988694 + Penalty 2675.024158 = -305576.964536
  nChanged 21
		SP:Iteration 20F (15625.290000 sec): 3 clusters
  Score: Raw -308258.354929 + Penalty 2675.024158 = -305583.330771
  nChanged 15
		SP:Iteration 21Q (15625.460000 sec): 3 clusters
  Score: Raw -308264.496998 + Penalty 2675.024158 = -305589.472839
  nChanged 12
		SP:Iteration 22Q (15625.620000 sec): 3 clusters
  Score: Raw -308268.541818 + Penalty 2675.024158 = -305593.517659
  nChanged 5
		SP:Iteration 23Q (15625.800000 sec): 3 clusters
  Score: Raw -308270.052090 + Penalty 2675.024158 = -305595.027931
  nChanged 4
		SP:Iteration 24Q (15625.960000 sec): 3 clusters
  Score: Raw -308271.458650 + Penalty 2675.024158 = -305596.434491
  nChanged 6
		SP:Iteration 25Q (15626.110000 sec): 3 clusters
  Score: Raw -308272.471524 + Penalty 2675.024158 = -305597.447366
  nChanged 4
		SP:Iteration 26Q (15626.300000 sec): 3 clusters
  Score: Raw -308273.708439 + Penalty 2675.024158 = -305598.684281
  nChanged 3
		SP:Iteration 27Q (15626.490000 sec): 3 clusters
  Score: Raw -308274.398538 + Penalty 2675.024158 = -305599.374379
  nChanged 2
		SP:Iteration 28Q (15626.630000 sec): 3 clusters
  Score: Raw -308274.773462 + Penalty 2675.024158 = -305599.749304
  nChanged 3
		SP:Iteration 29Q (15626.770000 sec): 3 clusters
  Score: Raw -308275.199588 + Penalty 2675.024158 = -305600.175429
  nChanged 0
		SP:Iteration 30F (15626.920000 sec): 3 clusters
  Score: Raw -308275.199588 + Penalty 2675.024158 = -305600.175429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15627.020000 sec): 2 clusters
  Score: Raw -177565.168615 + Penalty 1278.715649 = -176286.452966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15627.190000 sec): 3 clusters
  Score: Raw -176439.342060 + Penalty 2557.431297 = -173881.910763
  nChanged 928
		SP:Iteration 1F (15627.350000 sec): 3 clusters
  Score: Raw -177114.865761 + Penalty 2557.431297 = -174557.434464
  nChanged 254
		SP:Iteration 2F (15627.550000 sec): 3 clusters
  Score: Raw -177358.411400 + Penalty 2557.431297 = -174800.980103
  nChanged 186
		SP:Iteration 3F (15627.690000 sec): 3 clusters
  Score: Raw -177557.230084 + Penalty 2557.431297 = -174999.798787
  nChanged 152
		SP:Iteration 4F (15627.840000 sec): 3 clusters
  Score: Raw -177694.757135 + Penalty 2557.431297 = -175137.325837
  nChanged 128
		SP:Iteration 5Q (15627.980000 sec): 3 clusters
  Score: Raw -177818.007706 + Penalty 2557.431297 = -175260.576409
  nChanged 101
		SP:Iteration 6Q (15628.140000 sec): 3 clusters
  Score: Raw -177915.594692 + Penalty 2557.431297 = -175358.163394
  nChanged 76
		SP:Iteration 7Q (15628.310000 sec): 3 clusters
  Score: Raw -177980.019743 + Penalty 2557.431297 = -175422.588446
  nChanged 52
		SP:Iteration 8Q (15628.510000 sec): 3 clusters
  Score: Raw -178020.571711 + Penalty 2557.431297 = -175463.140413
  nChanged 38
		SP:Iteration 9Q (15628.700000 sec): 3 clusters
  Score: Raw -178042.238792 + Penalty 2557.431297 = -175484.807494
  nChanged 29
		SP:Iteration 10Q (15628.830000 sec): 3 clusters
  Score: Raw -178055.030643 + Penalty 2557.431297 = -175497.599346
  nChanged 13
		SP:Iteration 11Q (15628.970000 sec): 3 clusters
  Score: Raw -178061.882406 + Penalty 2557.431297 = -175504.451108
  nChanged 11
		SP:Iteration 12Q (15629.120000 sec): 3 clusters
  Score: Raw -178066.493715 + Penalty 2557.431297 = -175509.062418
  nChanged 11
		SP:Iteration 13Q (15629.310000 sec): 3 clusters
  Score: Raw -178070.794665 + Penalty 2557.431297 = -175513.363367
  nChanged 7
		SP:Iteration 14Q (15629.510000 sec): 3 clusters
  Score: Raw -178073.313205 + Penalty 2557.431297 = -175515.881907
  nChanged 10
		SP:Iteration 15Q (15629.720000 sec): 3 clusters
  Score: Raw -178076.421529 + Penalty 2557.431297 = -175518.990232
  nChanged 5
		SP:Iteration 16Q (15629.930000 sec): 3 clusters
  Score: Raw -178077.688148 + Penalty 2557.431297 = -175520.256850
  nChanged 3
		SP:Iteration 17Q (15630.150000 sec): 3 clusters
  Score: Raw -178078.580189 + Penalty 2557.431297 = -175521.148892
  nChanged 3
		SP:Iteration 18Q (15630.380000 sec): 3 clusters
  Score: Raw -178079.409144 + Penalty 2557.431297 = -175521.977847
  nChanged 3
		SP:Iteration 19Q (15630.570000 sec): 3 clusters
  Score: Raw -178080.382512 + Penalty 2557.431297 = -175522.951214
  nChanged 4
		SP:Iteration 20F (15630.760000 sec): 3 clusters
  Score: Raw -178081.434031 + Penalty 2557.431297 = -175524.002734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15630.850000 sec): 2 clusters
  Score: Raw -167982.102912 + Penalty 1241.598122 = -166740.504790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15631.080000 sec): 3 clusters
  Score: Raw -167073.473546 + Penalty 2483.196244 = -164590.277302
  nChanged 752
		SP:Iteration 1F (15631.300000 sec): 3 clusters
  Score: Raw -167548.767714 + Penalty 2483.196244 = -165065.571470
  nChanged 166
		SP:Iteration 2F (15631.480000 sec): 3 clusters
  Score: Raw -167653.107119 + Penalty 2483.196244 = -165169.910876
  nChanged 88
		SP:Iteration 3Q (15631.660000 sec): 3 clusters
  Score: Raw -167708.243126 + Penalty 2483.196244 = -165225.046883
  nChanged 69
		SP:Iteration 4Q (15631.910000 sec): 3 clusters
  Score: Raw -167759.589969 + Penalty 2483.196244 = -165276.393725
  nChanged 50
		SP:Iteration 5Q (15632.100000 sec): 3 clusters
  Score: Raw -167796.848456 + Penalty 2483.196244 = -165313.652213
  nChanged 44
		SP:Iteration 6Q (15632.270000 sec): 3 clusters
  Score: Raw -167833.648370 + Penalty 2483.196244 = -165350.452127
  nChanged 51
		SP:Iteration 7Q (15632.440000 sec): 3 clusters
  Score: Raw -167874.825309 + Penalty 2483.196244 = -165391.629066
  nChanged 52
		SP:Iteration 8Q (15632.650000 sec): 3 clusters
  Score: Raw -167932.528525 + Penalty 2483.196244 = -165449.332282
  nChanged 62
		SP:Iteration 9Q (15632.850000 sec): 3 clusters
  Score: Raw -167995.586847 + Penalty 2483.196244 = -165512.390603
  nChanged 65
		SP:Iteration 10Q (15633.080000 sec): 3 clusters
  Score: Raw -168053.389191 + Penalty 2483.196244 = -165570.192947
  nChanged 61
		SP:Iteration 11Q (15633.280000 sec): 3 clusters
  Score: Raw -168098.901003 + Penalty 2483.196244 = -165615.704760
  nChanged 53
		SP:Iteration 12Q (15633.440000 sec): 3 clusters
  Score: Raw -168135.092044 + Penalty 2483.196244 = -165651.895801
  nChanged 54
		SP:Iteration 13Q (15633.620000 sec): 3 clusters
  Score: Raw -168178.534084 + Penalty 2483.196244 = -165695.337841
  nChanged 56
		SP:Iteration 14Q (15633.780000 sec): 3 clusters
  Score: Raw -168229.454322 + Penalty 2483.196244 = -165746.258079
  nChanged 57
		SP:Iteration 15Q (15634.020000 sec): 3 clusters
  Score: Raw -168280.092632 + Penalty 2483.196244 = -165796.896388
  nChanged 67
		SP:Iteration 16Q (15634.200000 sec): 3 clusters
  Score: Raw -168350.094952 + Penalty 2483.196244 = -165866.898708
  nChanged 79
		SP:Iteration 17Q (15634.380000 sec): 3 clusters
  Score: Raw -168449.797211 + Penalty 2483.196244 = -165966.600968
  nChanged 63
		SP:Iteration 18Q (15634.540000 sec): 3 clusters
  Score: Raw -168546.951583 + Penalty 2483.196244 = -166063.755340
  nChanged 63
		SP:Iteration 19Q (15634.700000 sec): 3 clusters
  Score: Raw -168626.804159 + Penalty 2483.196244 = -166143.607915
  nChanged 54
		SP:Iteration 20F (15634.890000 sec): 3 clusters
  Score: Raw -168683.298404 + Penalty 2483.196244 = -166200.102160
  nChanged 54
		SP:Iteration 21Q (15635.150000 sec): 3 clusters
  Score: Raw -168752.846279 + Penalty 2483.196244 = -166269.650035
  nChanged 44
		SP:Iteration 22Q (15635.340000 sec): 3 clusters
  Score: Raw -168808.191649 + Penalty 2483.196244 = -166324.995405
  nChanged 31
		SP:Iteration 23Q (15635.510000 sec): 3 clusters
  Score: Raw -168847.095558 + Penalty 2483.196244 = -166363.899314
  nChanged 27
		SP:Iteration 24Q (15635.710000 sec): 3 clusters
  Score: Raw -168880.892046 + Penalty 2483.196244 = -166397.695803
  nChanged 16
		SP:Iteration 25Q (15635.930000 sec): 3 clusters
  Score: Raw -168893.033232 + Penalty 2483.196244 = -166409.836988
  nChanged 10
		SP:Iteration 26Q (15636.140000 sec): 3 clusters
  Score: Raw -168901.627224 + Penalty 2483.196244 = -166418.430981
  nChanged 7
		SP:Iteration 27Q (15636.340000 sec): 3 clusters
  Score: Raw -168909.605395 + Penalty 2483.196244 = -166426.409151
  nChanged 6
		SP:Iteration 28Q (15636.580000 sec): 3 clusters
  Score: Raw -168913.944606 + Penalty 2483.196244 = -166430.748363
  nChanged 1
		SP:Iteration 29Q (15636.780000 sec): 3 clusters
  Score: Raw -168914.485896 + Penalty 2483.196244 = -166431.289652
  nChanged 1
		SP:Iteration 30Q (15637.000000 sec): 3 clusters
  Score: Raw -168915.730171 + Penalty 2483.196244 = -166432.533927
  nChanged 1
		SP:Iteration 31Q (15637.220000 sec): 3 clusters
  Score: Raw -168916.667984 + Penalty 2483.196244 = -166433.471741
  nChanged 1
		SP:Iteration 32Q (15637.450000 sec): 3 clusters
  Score: Raw -168916.895934 + Penalty 2483.196244 = -166433.699691
  nChanged 0
		SP:Iteration 33F (15637.680000 sec): 3 clusters
  Score: Raw -168916.895934 + Penalty 2483.196244 = -166433.699691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15637.790000 sec): 2 clusters
  Score: Raw -48480.001060 + Penalty 1090.855383 = -47389.145678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15638.020000 sec): 3 clusters
  Score: Raw -48279.916017 + Penalty 2181.710765 = -46098.205252
  nChanged 271
		SP:Iteration 1F (15638.210000 sec): 3 clusters
  Score: Raw -48594.937805 + Penalty 2181.710765 = -46413.227040
  nChanged 77
		SP:Iteration 2F (15638.400000 sec): 3 clusters
  Score: Raw -48740.051362 + Penalty 2181.710765 = -46558.340596
  nChanged 50
		SP:Iteration 3F (15638.620000 sec): 3 clusters
  Score: Raw -48853.744848 + Penalty 2181.710765 = -46672.034082
  nChanged 38
		SP:Iteration 4Q (15638.830000 sec): 3 clusters
  Score: Raw -48909.728445 + Penalty 2181.710765 = -46728.017680
  nChanged 25
		SP:Iteration 5Q (15639.010000 sec): 3 clusters
  Score: Raw -48944.995796 + Penalty 2181.710765 = -46763.285031
  nChanged 18
		SP:Iteration 6Q (15639.180000 sec): 3 clusters
  Score: Raw -48965.620924 + Penalty 2181.710765 = -46783.910159
  nChanged 6
		SP:Iteration 7Q (15639.330000 sec): 3 clusters
  Score: Raw -48972.928516 + Penalty 2181.710765 = -46791.217751
  nChanged 6
		SP:Iteration 8Q (15639.510000 sec): 3 clusters
  Score: Raw -48980.900941 + Penalty 2181.710765 = -46799.190176
  nChanged 5
		SP:Iteration 9Q (15639.680000 sec): 3 clusters
  Score: Raw -48991.329017 + Penalty 2181.710765 = -46809.618251
  nChanged 4
		SP:Iteration 10Q (15639.850000 sec): 3 clusters
  Score: Raw -48997.484483 + Penalty 2181.710765 = -46815.773718
  nChanged 1
		SP:Iteration 11Q (15640.050000 sec): 3 clusters
  Score: Raw -48998.132901 + Penalty 2181.710765 = -46816.422136
  nChanged 1
		SP:Iteration 12Q (15640.240000 sec): 3 clusters
  Score: Raw -48999.984014 + Penalty 2181.710765 = -46818.273249
  nChanged 1
		SP:Iteration 13Q (15640.420000 sec): 3 clusters
  Score: Raw -49000.649379 + Penalty 2181.710765 = -46818.938614
  nChanged 1
		SP:Iteration 14Q (15640.650000 sec): 3 clusters
  Score: Raw -49001.205214 + Penalty 2181.710765 = -46819.494448
  nChanged 0
		SP:Iteration 15F (15640.810000 sec): 3 clusters
  Score: Raw -49001.205214 + Penalty 2181.710765 = -46819.494448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15641.060000 sec): 2 clusters
  Score: Raw -2903843.419758 + Penalty 1694.204861 = -2902149.214897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15641.410000 sec): 3 clusters
  Score: Raw -2883008.639386 + Penalty 3388.409722 = -2879620.229664
  nChanged 15544
		SP:Iteration 1F (15641.780000 sec): 3 clusters
  Score: Raw -2891794.997522 + Penalty 3388.409722 = -2888406.587800
  nChanged 1563
		SP:Iteration 2Q (15642.120000 sec): 3 clusters
  Score: Raw -2892341.981541 + Penalty 3388.409722 = -2888953.571819
  nChanged 1563
		SP:Iteration 3Q (15642.540000 sec): 3 clusters
  Score: Raw -2893007.959673 + Penalty 3388.409722 = -2889619.549951
  nChanged 1826
		SP:Iteration 4F (15642.860000 sec): 3 clusters
  Score: Raw -2893983.191275 + Penalty 3388.409722 = -2890594.781553
  nChanged 2240
		SP:Iteration 5F (15643.220000 sec): 3 clusters
  Score: Raw -2895495.759450 + Penalty 3388.409722 = -2892107.349728
  nChanged 2611
		SP:Iteration 6F (15643.530000 sec): 3 clusters
  Score: Raw -2897632.382026 + Penalty 3388.409722 = -2894243.972304
  nChanged 2641
		SP:Iteration 7F (15643.880000 sec): 3 clusters
  Score: Raw -2900046.300013 + Penalty 3388.409722 = -2896657.890291
  nChanged 2075
		SP:Iteration 8F (15644.240000 sec): 3 clusters
  Score: Raw -2901967.589535 + Penalty 3388.409722 = -2898579.179813
  nChanged 1228
		SP:Iteration 9Q (15644.600000 sec): 3 clusters
  Score: Raw -2903070.420224 + Penalty 3388.409722 = -2899682.010502
  nChanged 639
		SP:Iteration 10Q (15644.910000 sec): 3 clusters
  Score: Raw -2903636.857257 + Penalty 3388.409722 = -2900248.447535
  nChanged 302
		SP:Iteration 11Q (15645.300000 sec): 3 clusters
  Score: Raw -2903925.910590 + Penalty 3388.409722 = -2900537.500868
  nChanged 136
		SP:Iteration 12Q (15645.640000 sec): 3 clusters
  Score: Raw -2904045.182474 + Penalty 3388.409722 = -2900656.772752
  nChanged 87
		SP:Iteration 13Q (15646.000000 sec): 3 clusters
  Score: Raw -2904114.269381 + Penalty 3388.409722 = -2900725.859659
  nChanged 54
		SP:Iteration 14Q (15646.360000 sec): 3 clusters
  Score: Raw -2904159.770985 + Penalty 3388.409722 = -2900771.361263
  nChanged 40
		SP:Iteration 15Q (15646.660000 sec): 3 clusters
  Score: Raw -2904190.201760 + Penalty 3388.409722 = -2900801.792038
  nChanged 23
		SP:Iteration 16Q (15647.100000 sec): 3 clusters
  Score: Raw -2904204.874128 + Penalty 3388.409722 = -2900816.464406
  nChanged 17
		SP:Iteration 17Q (15647.390000 sec): 3 clusters
  Score: Raw -2904221.430675 + Penalty 3388.409722 = -2900833.020953
  nChanged 12
		SP:Iteration 18Q (15647.750000 sec): 3 clusters
  Score: Raw -2904232.607576 + Penalty 3388.409722 = -2900844.197854
  nChanged 11
		SP:Iteration 19Q (15648.060000 sec): 3 clusters
  Score: Raw -2904243.602503 + Penalty 3388.409722 = -2900855.192781
  nChanged 7
		SP:Iteration 20F (15648.420000 sec): 3 clusters
  Score: Raw -2904250.049408 + Penalty 3388.409722 = -2900861.639686
  nChanged 7
		SP:Iteration 21Q (15648.810000 sec): 3 clusters
  Score: Raw -2904255.395581 + Penalty 3388.409722 = -2900866.985859
  nChanged 7
		SP:Iteration 22Q (15649.130000 sec): 3 clusters
  Score: Raw -2904259.036582 + Penalty 3388.409722 = -2900870.626860
  nChanged 3
		SP:Iteration 23Q (15649.470000 sec): 3 clusters
  Score: Raw -2904261.797899 + Penalty 3388.409722 = -2900873.388177
  nChanged 5
		SP:Iteration 24Q (15649.790000 sec): 3 clusters
  Score: Raw -2904264.726295 + Penalty 3388.409722 = -2900876.316573
  nChanged 1
		SP:Iteration 25Q (15650.120000 sec): 3 clusters
  Score: Raw -2904265.306717 + Penalty 3388.409722 = -2900876.896995
  nChanged 1
		SP:Iteration 26Q (15650.420000 sec): 3 clusters
  Score: Raw -2904266.115362 + Penalty 3388.409722 = -2900877.705640
  nChanged 2
		SP:Iteration 27Q (15650.740000 sec): 3 clusters
  Score: Raw -2904267.281181 + Penalty 3388.409722 = -2900878.871459
  nChanged 5
		SP:Iteration 28Q (15651.100000 sec): 3 clusters
  Score: Raw -2904270.345439 + Penalty 3388.409722 = -2900881.935717
  nChanged 5
		SP:Iteration 29Q (15651.440000 sec): 3 clusters
  Score: Raw -2904273.931098 + Penalty 3388.409722 = -2900885.521376
  nChanged 4
		SP:Iteration 30Q (15651.790000 sec): 3 clusters
  Score: Raw -2904276.676691 + Penalty 3388.409722 = -2900888.266969
  nChanged 5
		SP:Iteration 31Q (15652.140000 sec): 3 clusters
  Score: Raw -2904280.052525 + Penalty 3388.409722 = -2900891.642803
  nChanged 5
		SP:Iteration 32Q (15652.520000 sec): 3 clusters
  Score: Raw -2904282.505010 + Penalty 3388.409722 = -2900894.095288
  nChanged 4
		SP:Iteration 33Q (15652.900000 sec): 3 clusters
  Score: Raw -2904285.921436 + Penalty 3388.409722 = -2900897.511714
  nChanged 2
		SP:Iteration 34Q (15653.160000 sec): 3 clusters
  Score: Raw -2904287.369082 + Penalty 3388.409722 = -2900898.959360
  nChanged 3
		SP:Iteration 35Q (15653.490000 sec): 3 clusters
  Score: Raw -2904291.403707 + Penalty 3388.409722 = -2900902.993985
  nChanged 5
		SP:Iteration 36Q (15653.810000 sec): 3 clusters
  Score: Raw -2904296.745158 + Penalty 3388.409722 = -2900908.335436
  nChanged 6
		SP:Iteration 37Q (15654.110000 sec): 3 clusters
  Score: Raw -2904302.566777 + Penalty 3388.409722 = -2900914.157055
  nChanged 4
		SP:Iteration 38Q (15654.440000 sec): 3 clusters
  Score: Raw -2904306.877197 + Penalty 3388.409722 = -2900918.467475
  nChanged 2
		SP:Iteration 39Q (15654.720000 sec): 3 clusters
  Score: Raw -2904307.924587 + Penalty 3388.409722 = -2900919.514865
  nChanged 2
		SP:Iteration 40F (15655.090000 sec): 3 clusters
  Score: Raw -2904308.940710 + Penalty 3388.409722 = -2900920.530988
  nChanged 2
		SP:Iteration 41Q (15655.460000 sec): 3 clusters
  Score: Raw -2904311.289174 + Penalty 3388.409722 = -2900922.879452
  nChanged 1
		SP:Iteration 42Q (15655.740000 sec): 3 clusters
  Score: Raw -2904311.469603 + Penalty 3388.409722 = -2900923.059881
  nChanged 0
		SP:Iteration 43F (15656.020000 sec): 3 clusters
  Score: Raw -2904311.469603 + Penalty 3388.409722 = -2900923.059881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15656.140000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15656.350000 sec): 3 clusters
  Score: Raw -41001.228758 + Penalty 2010.517803 = -38990.710956
  nChanged 115
		SP:Iteration 1F (15656.540000 sec): 3 clusters
  Score: Raw -41153.129395 + Penalty 2010.517803 = -39142.611592
  nChanged 28
		SP:Iteration 2F (15656.710000 sec): 3 clusters
  Score: Raw -41195.617574 + Penalty 2010.517803 = -39185.099771
  nChanged 12
		SP:Iteration 3Q (15656.920000 sec): 3 clusters
  Score: Raw -41214.271033 + Penalty 2010.517803 = -39203.753230
  nChanged 4
		SP:Iteration 4Q (15657.070000 sec): 3 clusters
  Score: Raw -41219.668651 + Penalty 2010.517803 = -39209.150848
  nChanged 2
		SP:Iteration 5Q (15657.260000 sec): 3 clusters
  Score: Raw -41221.838606 + Penalty 2010.517803 = -39211.320803
  nChanged 1
		SP:Iteration 6Q (15657.470000 sec): 3 clusters
  Score: Raw -41222.507039 + Penalty 2010.517803 = -39211.989236
  nChanged 1
		SP:Iteration 7Q (15657.650000 sec): 3 clusters
  Score: Raw -41222.859904 + Penalty 2010.517803 = -39212.342101
  nChanged 1
		SP:Iteration 8Q (15657.870000 sec): 3 clusters
  Score: Raw -41223.697045 + Penalty 2010.517803 = -39213.179242
  nChanged 0
		SP:Iteration 9F (15658.050000 sec): 3 clusters
  Score: Raw -41223.697045 + Penalty 2010.517803 = -39213.179242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15658.130000 sec): 2 clusters
  Score: Raw -90467.008007 + Penalty 1163.889593 = -89303.118413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15658.280000 sec): 3 clusters
  Score: Raw -90028.984591 + Penalty 2327.779187 = -87701.205404
  nChanged 433
		SP:Iteration 1F (15658.430000 sec): 3 clusters
  Score: Raw -90473.496472 + Penalty 2327.779187 = -88145.717285
  nChanged 118
		SP:Iteration 2F (15658.570000 sec): 3 clusters
  Score: Raw -90645.068187 + Penalty 2327.779187 = -88317.289000
  nChanged 82
		SP:Iteration 3F (15658.780000 sec): 3 clusters
  Score: Raw -90756.008415 + Penalty 2327.779187 = -88428.229229
  nChanged 68
		SP:Iteration 4F (15659.010000 sec): 3 clusters
  Score: Raw -90851.830453 + Penalty 2327.779187 = -88524.051266
  nChanged 50
		SP:Iteration 5Q (15659.200000 sec): 3 clusters
  Score: Raw -90949.691739 + Penalty 2327.779187 = -88621.912552
  nChanged 54
		SP:Iteration 6Q (15659.410000 sec): 3 clusters
  Score: Raw -91023.552059 + Penalty 2327.779187 = -88695.772872
  nChanged 36
		SP:Iteration 7Q (15659.590000 sec): 3 clusters
  Score: Raw -91066.231413 + Penalty 2327.779187 = -88738.452226
  nChanged 24
		SP:Iteration 8Q (15659.770000 sec): 3 clusters
  Score: Raw -91092.313153 + Penalty 2327.779187 = -88764.533967
  nChanged 16
		SP:Iteration 9Q (15659.950000 sec): 3 clusters
  Score: Raw -91113.281933 + Penalty 2327.779187 = -88785.502746
  nChanged 13
		SP:Iteration 10Q (15660.150000 sec): 3 clusters
  Score: Raw -91127.081045 + Penalty 2327.779187 = -88799.301858
  nChanged 7
		SP:Iteration 11Q (15660.310000 sec): 3 clusters
  Score: Raw -91132.781269 + Penalty 2327.779187 = -88805.002082
  nChanged 7
		SP:Iteration 12Q (15660.520000 sec): 3 clusters
  Score: Raw -91137.628671 + Penalty 2327.779187 = -88809.849485
  nChanged 7
		SP:Iteration 13Q (15660.720000 sec): 3 clusters
  Score: Raw -91143.145759 + Penalty 2327.779187 = -88815.366573
  nChanged 3
		SP:Iteration 14Q (15660.920000 sec): 3 clusters
  Score: Raw -91145.391311 + Penalty 2327.779187 = -88817.612124
  nChanged 3
		SP:Iteration 15Q (15661.090000 sec): 3 clusters
  Score: Raw -91146.840600 + Penalty 2327.779187 = -88819.061413
  nChanged 1
		SP:Iteration 16Q (15661.250000 sec): 3 clusters
  Score: Raw -91147.604988 + Penalty 2327.779187 = -88819.825801
  nChanged 0
		SP:Iteration 17F (15661.450000 sec): 3 clusters
  Score: Raw -91147.604988 + Penalty 2327.779187 = -88819.825801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15661.560000 sec): 2 clusters
  Score: Raw -148785.415421 + Penalty 1223.004073 = -147562.411348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15661.690000 sec): 3 clusters
  Score: Raw -148004.693641 + Penalty 2446.008147 = -145558.685494
  nChanged 696
		SP:Iteration 1F (15661.850000 sec): 3 clusters
  Score: Raw -148465.916273 + Penalty 2446.008147 = -146019.908126
  nChanged 169
		SP:Iteration 2F (15662.000000 sec): 3 clusters
  Score: Raw -148648.789115 + Penalty 2446.008147 = -146202.780968
  nChanged 143
		SP:Iteration 3F (15662.170000 sec): 3 clusters
  Score: Raw -148854.916957 + Penalty 2446.008147 = -146408.908810
  nChanged 135
		SP:Iteration 4F (15662.370000 sec): 3 clusters
  Score: Raw -149127.174068 + Penalty 2446.008147 = -146681.165921
  nChanged 146
		SP:Iteration 5F (15662.540000 sec): 3 clusters
  Score: Raw -149389.576815 + Penalty 2446.008147 = -146943.568668
  nChanged 100
		SP:Iteration 6F (15662.650000 sec): 3 clusters
  Score: Raw -149546.120811 + Penalty 2446.008147 = -147100.112664
  nChanged 50
		SP:Iteration 7Q (15662.840000 sec): 3 clusters
  Score: Raw -149592.978634 + Penalty 2446.008147 = -147146.970487
  nChanged 28
		SP:Iteration 8Q (15663.070000 sec): 3 clusters
  Score: Raw -149619.086254 + Penalty 2446.008147 = -147173.078107
  nChanged 19
		SP:Iteration 9Q (15663.250000 sec): 3 clusters
  Score: Raw -149630.588288 + Penalty 2446.008147 = -147184.580141
  nChanged 10
		SP:Iteration 10Q (15663.360000 sec): 3 clusters
  Score: Raw -149638.111004 + Penalty 2446.008147 = -147192.102857
  nChanged 16
		SP:Iteration 11Q (15663.520000 sec): 3 clusters
  Score: Raw -149653.410585 + Penalty 2446.008147 = -147207.402438
  nChanged 10
		SP:Iteration 12Q (15663.670000 sec): 3 clusters
  Score: Raw -149660.987528 + Penalty 2446.008147 = -147214.979381
  nChanged 8
		SP:Iteration 13Q (15663.830000 sec): 3 clusters
  Score: Raw -149671.862220 + Penalty 2446.008147 = -147225.854073
  nChanged 6
		SP:Iteration 14Q (15663.940000 sec): 3 clusters
  Score: Raw -149675.427415 + Penalty 2446.008147 = -147229.419269
  nChanged 5
		SP:Iteration 15Q (15664.150000 sec): 3 clusters
  Score: Raw -149678.772903 + Penalty 2446.008147 = -147232.764756
  nChanged 6
		SP:Iteration 16Q (15664.340000 sec): 3 clusters
  Score: Raw -149681.673633 + Penalty 2446.008147 = -147235.665486
  nChanged 2
		SP:Iteration 17Q (15664.490000 sec): 3 clusters
  Score: Raw -149682.512888 + Penalty 2446.008147 = -147236.504741
  nChanged 0
		SP:Iteration 18F (15664.600000 sec): 3 clusters
  Score: Raw -149682.512888 + Penalty 2446.008147 = -147236.504741
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15664.700000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15664.880000 sec): 3 clusters
  Score: Raw -33069.107189 + Penalty 1972.989762 = -31096.117427
  nChanged 100
		SP:Iteration 1F (15665.010000 sec): 3 clusters
  Score: Raw -33208.260581 + Penalty 1972.989762 = -31235.270820
  nChanged 23
		SP:Iteration 2F (15665.210000 sec): 3 clusters
  Score: Raw -33255.323643 + Penalty 1972.989762 = -31282.333882
  nChanged 17
		SP:Iteration 3Q (15665.430000 sec): 3 clusters
  Score: Raw -33297.075459 + Penalty 1972.989762 = -31324.085697
  nChanged 10
		SP:Iteration 4Q (15665.610000 sec): 3 clusters
  Score: Raw -33314.345087 + Penalty 1972.989762 = -31341.355326
  nChanged 6
		SP:Iteration 5Q (15665.790000 sec): 3 clusters
  Score: Raw -33329.735294 + Penalty 1972.989762 = -31356.745532
  nChanged 7
		SP:Iteration 6Q (15665.990000 sec): 3 clusters
  Score: Raw -33336.793055 + Penalty 1972.989762 = -31363.803293
  nChanged 4
		SP:Iteration 7Q (15666.190000 sec): 3 clusters
  Score: Raw -33342.192829 + Penalty 1972.989762 = -31369.203067
  nChanged 2
		SP:Iteration 8Q (15666.380000 sec): 3 clusters
  Score: Raw -33343.925249 + Penalty 1972.989762 = -31370.935488
  nChanged 2
		SP:Iteration 9Q (15666.600000 sec): 3 clusters
  Score: Raw -33345.108430 + Penalty 1972.989762 = -31372.118668
  nChanged 0
		SP:Iteration 10F (15666.800000 sec): 3 clusters
  Score: Raw -33345.108430 + Penalty 1972.989762 = -31372.118668
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15666.890000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15667.090000 sec): 3 clusters
  Score: Raw -14427.008118 + Penalty 1710.374311 = -12716.633807
  nChanged 27
		SP:Iteration 1F (15667.240000 sec): 3 clusters
  Score: Raw -14535.224703 + Penalty 1710.374311 = -12824.850392
  nChanged 5
		SP:Iteration 2Q (15667.410000 sec): 3 clusters
  Score: Raw -14556.477937 + Penalty 1710.374311 = -12846.103625
  nChanged 3
		SP:Iteration 3Q (15667.600000 sec): 3 clusters
  Score: Raw -14568.171850 + Penalty 1710.374311 = -12857.797539
  nChanged 2
		SP:Iteration 4Q (15667.740000 sec): 3 clusters
  Score: Raw -14575.519965 + Penalty 1710.374311 = -12865.145654
  nChanged 1
		SP:Iteration 5Q (15667.930000 sec): 3 clusters
  Score: Raw -14581.141380 + Penalty 1710.374311 = -12870.767068
  nChanged 1
		SP:Iteration 6Q (15668.150000 sec): 3 clusters
  Score: Raw -14585.364306 + Penalty 1710.374311 = -12874.989995
  nChanged 1
		SP:Iteration 7Q (15668.310000 sec): 3 clusters
  Score: Raw -14588.221935 + Penalty 1710.374311 = -12877.847623
  nChanged 0
		SP:Iteration 8F (15668.510000 sec): 3 clusters
  Score: Raw -14588.221935 + Penalty 1710.374311 = -12877.847623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15668.680000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15668.910000 sec): 3 clusters
  Score: Raw -42709.140076 + Penalty 2018.445025 = -40690.695051
  nChanged 126
		SP:Iteration 1F (15669.020000 sec): 3 clusters
  Score: Raw -42889.089462 + Penalty 2018.445025 = -40870.644437
  nChanged 32
		SP:Iteration 2F (15669.200000 sec): 3 clusters
  Score: Raw -42945.694283 + Penalty 2018.445025 = -40927.249258
  nChanged 12
		SP:Iteration 3Q (15669.380000 sec): 3 clusters
  Score: Raw -42957.403732 + Penalty 2018.445025 = -40938.958707
  nChanged 5
		SP:Iteration 4Q (15669.600000 sec): 3 clusters
  Score: Raw -42962.009563 + Penalty 2018.445025 = -40943.564538
  nChanged 2
		SP:Iteration 5Q (15669.790000 sec): 3 clusters
  Score: Raw -42963.804988 + Penalty 2018.445025 = -40945.359963
  nChanged 0
		SP:Iteration 6F (15669.930000 sec): 3 clusters
  Score: Raw -42963.804988 + Penalty 2018.445025 = -40945.359963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15670.010000 sec): 2 clusters
  Score: Raw -31032.042012 + Penalty 997.380646 = -30034.661366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15670.200000 sec): 3 clusters
  Score: Raw -31007.689301 + Penalty 1994.761293 = -29012.928008
  nChanged 102
		SP:Iteration 1F (15670.390000 sec): 3 clusters
  Score: Raw -31223.207002 + Penalty 1994.761293 = -29228.445710
  nChanged 39
		SP:Iteration 2F (15670.590000 sec): 3 clusters
  Score: Raw -31353.689931 + Penalty 1994.761293 = -29358.928638
  nChanged 27
		SP:Iteration 3F (15670.800000 sec): 3 clusters
  Score: Raw -31406.276068 + Penalty 1994.761293 = -29411.514775
  nChanged 10
		SP:Iteration 4Q (15671.020000 sec): 3 clusters
  Score: Raw -31424.081069 + Penalty 1994.761293 = -29429.319777
  nChanged 8
		SP:Iteration 5Q (15671.190000 sec): 3 clusters
  Score: Raw -31437.315249 + Penalty 1994.761293 = -29442.553956
  nChanged 4
		SP:Iteration 6Q (15671.340000 sec): 3 clusters
  Score: Raw -31449.277846 + Penalty 1994.761293 = -29454.516554
  nChanged 3
		SP:Iteration 7Q (15671.510000 sec): 3 clusters
  Score: Raw -31452.596019 + Penalty 1994.761293 = -29457.834726
  nChanged 1
		SP:Iteration 8Q (15671.670000 sec): 3 clusters
  Score: Raw -31454.899834 + Penalty 1994.761293 = -29460.138541
  nChanged 4
		SP:Iteration 9Q (15671.860000 sec): 3 clusters
  Score: Raw -31465.364709 + Penalty 1994.761293 = -29470.603416
  nChanged 3
		SP:Iteration 10Q (15672.000000 sec): 3 clusters
  Score: Raw -31474.380425 + Penalty 1994.761293 = -29479.619132
  nChanged 5
		SP:Iteration 11Q (15672.190000 sec): 3 clusters
  Score: Raw -31486.805392 + Penalty 1994.761293 = -29492.044099
  nChanged 3
		SP:Iteration 12Q (15672.430000 sec): 3 clusters
  Score: Raw -31501.195920 + Penalty 1994.761293 = -29506.434627
  nChanged 3
		SP:Iteration 13Q (15672.620000 sec): 3 clusters
  Score: Raw -31511.632621 + Penalty 1994.761293 = -29516.871329
  nChanged 1
		SP:Iteration 14Q (15672.820000 sec): 3 clusters
  Score: Raw -31513.113051 + Penalty 1994.761293 = -29518.351758
  nChanged 1
		SP:Iteration 15Q (15672.990000 sec): 3 clusters
  Score: Raw -31514.058940 + Penalty 1994.761293 = -29519.297647
  nChanged 1
		SP:Iteration 16Q (15673.160000 sec): 3 clusters
  Score: Raw -31514.950106 + Penalty 1994.761293 = -29520.188813
  nChanged 0
		SP:Iteration 17F (15673.350000 sec): 3 clusters
  Score: Raw -31514.950106 + Penalty 1994.761293 = -29520.188813
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15673.430000 sec): 2 clusters
  Score: Raw -105032.702283 + Penalty 1158.119756 = -103874.582527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15673.610000 sec): 3 clusters
  Score: Raw -104583.386427 + Penalty 2316.239513 = -102267.146915
  nChanged 389
		SP:Iteration 1F (15673.780000 sec): 3 clusters
  Score: Raw -104899.825727 + Penalty 2316.239513 = -102583.586215
  nChanged 104
		SP:Iteration 2F (15673.980000 sec): 3 clusters
  Score: Raw -105000.514049 + Penalty 2316.239513 = -102684.274536
  nChanged 57
		SP:Iteration 3Q (15674.170000 sec): 3 clusters
  Score: Raw -105047.457457 + Penalty 2316.239513 = -102731.217944
  nChanged 34
		SP:Iteration 4Q (15674.360000 sec): 3 clusters
  Score: Raw -105076.087059 + Penalty 2316.239513 = -102759.847546
  nChanged 24
		SP:Iteration 5Q (15674.490000 sec): 3 clusters
  Score: Raw -105097.635770 + Penalty 2316.239513 = -102781.396257
  nChanged 18
		SP:Iteration 6Q (15674.670000 sec): 3 clusters
  Score: Raw -105114.070552 + Penalty 2316.239513 = -102797.831039
  nChanged 16
		SP:Iteration 7Q (15674.830000 sec): 3 clusters
  Score: Raw -105129.414044 + Penalty 2316.239513 = -102813.174531
  nChanged 5
		SP:Iteration 8Q (15674.990000 sec): 3 clusters
  Score: Raw -105131.789500 + Penalty 2316.239513 = -102815.549987
  nChanged 2
		SP:Iteration 9Q (15675.150000 sec): 3 clusters
  Score: Raw -105133.282472 + Penalty 2316.239513 = -102817.042959
  nChanged 1
		SP:Iteration 10Q (15675.360000 sec): 3 clusters
  Score: Raw -105133.840396 + Penalty 2316.239513 = -102817.600883
  nChanged 1
		SP:Iteration 11Q (15675.530000 sec): 3 clusters
  Score: Raw -105134.200228 + Penalty 2316.239513 = -102817.960715
  nChanged 2
		SP:Iteration 12Q (15675.720000 sec): 3 clusters
  Score: Raw -105135.346980 + Penalty 2316.239513 = -102819.107467
  nChanged 2
		SP:Iteration 13Q (15675.860000 sec): 3 clusters
  Score: Raw -105136.874187 + Penalty 2316.239513 = -102820.634674
  nChanged 2
		SP:Iteration 14Q (15676.050000 sec): 3 clusters
  Score: Raw -105138.734795 + Penalty 2316.239513 = -102822.495282
  nChanged 3
		SP:Iteration 15Q (15676.270000 sec): 3 clusters
  Score: Raw -105141.083122 + Penalty 2316.239513 = -102824.843609
  nChanged 2
		SP:Iteration 16Q (15676.480000 sec): 3 clusters
  Score: Raw -105142.272305 + Penalty 2316.239513 = -102826.032793
  nChanged 2
		SP:Iteration 17Q (15676.630000 sec): 3 clusters
  Score: Raw -105145.876194 + Penalty 2316.239513 = -102829.636681
  nChanged 2
		SP:Iteration 18Q (15676.840000 sec): 3 clusters
  Score: Raw -105146.882485 + Penalty 2316.239513 = -102830.642972
  nChanged 0
		SP:Iteration 19F (15677.050000 sec): 3 clusters
  Score: Raw -105146.882485 + Penalty 2316.239513 = -102830.642972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15677.150000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15677.350000 sec): 3 clusters
  Score: Raw -111509.133788 + Penalty 2360.582126 = -109148.551662
  nChanged 502
		SP:Iteration 1F (15677.550000 sec): 3 clusters
  Score: Raw -111893.829517 + Penalty 2360.582126 = -109533.247392
  nChanged 134
		SP:Iteration 2F (15677.740000 sec): 3 clusters
  Score: Raw -112041.580168 + Penalty 2360.582126 = -109680.998043
  nChanged 92
		SP:Iteration 3F (15677.870000 sec): 3 clusters
  Score: Raw -112152.770176 + Penalty 2360.582126 = -109792.188050
  nChanged 79
		SP:Iteration 4F (15678.000000 sec): 3 clusters
  Score: Raw -112251.403128 + Penalty 2360.582126 = -109890.821002
  nChanged 66
		SP:Iteration 5Q (15678.140000 sec): 3 clusters
  Score: Raw -112347.053654 + Penalty 2360.582126 = -109986.471529
  nChanged 74
		SP:Iteration 6F (15678.330000 sec): 3 clusters
  Score: Raw -112445.423385 + Penalty 2360.582126 = -110084.841260
  nChanged 54
		SP:Iteration 7Q (15678.490000 sec): 3 clusters
  Score: Raw -112497.576713 + Penalty 2360.582126 = -110136.994587
  nChanged 36
		SP:Iteration 8Q (15678.700000 sec): 3 clusters
  Score: Raw -112534.140625 + Penalty 2360.582126 = -110173.558499
  nChanged 27
		SP:Iteration 9Q (15678.830000 sec): 3 clusters
  Score: Raw -112553.200278 + Penalty 2360.582126 = -110192.618153
  nChanged 11
		SP:Iteration 10Q (15678.970000 sec): 3 clusters
  Score: Raw -112560.884463 + Penalty 2360.582126 = -110200.302337
  nChanged 9
		SP:Iteration 11Q (15679.120000 sec): 3 clusters
  Score: Raw -112570.137547 + Penalty 2360.582126 = -110209.555421
  nChanged 11
		SP:Iteration 12Q (15679.260000 sec): 3 clusters
  Score: Raw -112576.350438 + Penalty 2360.582126 = -110215.768312
  nChanged 5
		SP:Iteration 13Q (15679.430000 sec): 3 clusters
  Score: Raw -112579.352926 + Penalty 2360.582126 = -110218.770800
  nChanged 3
		SP:Iteration 14Q (15679.580000 sec): 3 clusters
  Score: Raw -112582.737924 + Penalty 2360.582126 = -110222.155799
  nChanged 1
		SP:Iteration 15Q (15679.720000 sec): 3 clusters
  Score: Raw -112583.923846 + Penalty 2360.582126 = -110223.341720
  nChanged 2
		SP:Iteration 16Q (15679.890000 sec): 3 clusters
  Score: Raw -112585.254343 + Penalty 2360.582126 = -110224.672217
  nChanged 2
		SP:Iteration 17Q (15680.010000 sec): 3 clusters
  Score: Raw -112586.415158 + Penalty 2360.582126 = -110225.833032
  nChanged 2
		SP:Iteration 18Q (15680.140000 sec): 3 clusters
  Score: Raw -112587.350204 + Penalty 2360.582126 = -110226.768078
  nChanged 1
		SP:Iteration 19Q (15680.250000 sec): 3 clusters
  Score: Raw -112587.832544 + Penalty 2360.582126 = -110227.250419
  nChanged 0
		SP:Iteration 20F (15680.440000 sec): 3 clusters
  Score: Raw -112587.832544 + Penalty 2360.582126 = -110227.250419
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15680.530000 sec): 2 clusters
  Score: Raw -116428.843245 + Penalty 1203.984672 = -115224.858573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15680.670000 sec): 3 clusters
  Score: Raw -115770.076203 + Penalty 2407.969344 = -113362.106859
  nChanged 581
		SP:Iteration 1F (15680.820000 sec): 3 clusters
  Score: Raw -116180.440816 + Penalty 2407.969344 = -113772.471472
  nChanged 140
		SP:Iteration 2F (15680.950000 sec): 3 clusters
  Score: Raw -116300.474328 + Penalty 2407.969344 = -113892.504984
  nChanged 87
		SP:Iteration 3F (15681.090000 sec): 3 clusters
  Score: Raw -116380.501929 + Penalty 2407.969344 = -113972.532585
  nChanged 68
		SP:Iteration 4Q (15681.240000 sec): 3 clusters
  Score: Raw -116435.333464 + Penalty 2407.969344 = -114027.364120
  nChanged 51
		SP:Iteration 5Q (15681.380000 sec): 3 clusters
  Score: Raw -116483.873549 + Penalty 2407.969344 = -114075.904205
  nChanged 43
		SP:Iteration 6Q (15681.530000 sec): 3 clusters
  Score: Raw -116518.312252 + Penalty 2407.969344 = -114110.342908
  nChanged 35
		SP:Iteration 7Q (15681.670000 sec): 3 clusters
  Score: Raw -116538.750586 + Penalty 2407.969344 = -114130.781242
  nChanged 15
		SP:Iteration 8Q (15681.810000 sec): 3 clusters
  Score: Raw -116548.169053 + Penalty 2407.969344 = -114140.199709
  nChanged 22
		SP:Iteration 9Q (15681.960000 sec): 3 clusters
  Score: Raw -116563.772095 + Penalty 2407.969344 = -114155.802751
  nChanged 20
		SP:Iteration 10Q (15682.100000 sec): 3 clusters
  Score: Raw -116577.864725 + Penalty 2407.969344 = -114169.895380
  nChanged 17
		SP:Iteration 11Q (15682.300000 sec): 3 clusters
  Score: Raw -116589.810994 + Penalty 2407.969344 = -114181.841649
  nChanged 9
		SP:Iteration 12Q (15682.480000 sec): 3 clusters
  Score: Raw -116595.661874 + Penalty 2407.969344 = -114187.692529
  nChanged 8
		SP:Iteration 13Q (15682.630000 sec): 3 clusters
  Score: Raw -116601.039400 + Penalty 2407.969344 = -114193.070056
  nChanged 9
		SP:Iteration 14Q (15682.790000 sec): 3 clusters
  Score: Raw -116607.025219 + Penalty 2407.969344 = -114199.055875
  nChanged 6
		SP:Iteration 15Q (15682.910000 sec): 3 clusters
  Score: Raw -116609.294543 + Penalty 2407.969344 = -114201.325199
  nChanged 4
		SP:Iteration 16Q (15683.030000 sec): 3 clusters
  Score: Raw -116610.478133 + Penalty 2407.969344 = -114202.508789
  nChanged 4
		SP:Iteration 17Q (15683.170000 sec): 3 clusters
  Score: Raw -116611.911838 + Penalty 2407.969344 = -114203.942494
  nChanged 6
		SP:Iteration 18Q (15683.290000 sec): 3 clusters
  Score: Raw -116614.308376 + Penalty 2407.969344 = -114206.339032
  nChanged 2
		SP:Iteration 19Q (15683.420000 sec): 3 clusters
  Score: Raw -116615.174057 + Penalty 2407.969344 = -114207.204713
  nChanged 1
		SP:Iteration 20F (15683.540000 sec): 3 clusters
  Score: Raw -116615.943462 + Penalty 2407.969344 = -114207.974118
  nChanged 3
		SP:Iteration 21Q (15683.670000 sec): 3 clusters
  Score: Raw -116617.266853 + Penalty 2407.969344 = -114209.297509
  nChanged 1
		SP:Iteration 22Q (15683.820000 sec): 3 clusters
  Score: Raw -116617.645567 + Penalty 2407.969344 = -114209.676223
  nChanged 0
		SP:Iteration 23F (15684.010000 sec): 3 clusters
  Score: Raw -116617.645567 + Penalty 2407.969344 = -114209.676223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15684.130000 sec): 2 clusters
  Score: Raw -109006.922373 + Penalty 1195.083879 = -107811.838494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15684.260000 sec): 3 clusters
  Score: Raw -108398.727729 + Penalty 2390.167757 = -106008.559971
  nChanged 512
		SP:Iteration 1F (15684.430000 sec): 3 clusters
  Score: Raw -108914.254484 + Penalty 2390.167757 = -106524.086727
  nChanged 143
		SP:Iteration 2F (15684.570000 sec): 3 clusters
  Score: Raw -109142.407702 + Penalty 2390.167757 = -106752.239944
  nChanged 98
		SP:Iteration 3F (15684.780000 sec): 3 clusters
  Score: Raw -109314.513578 + Penalty 2390.167757 = -106924.345821
  nChanged 78
		SP:Iteration 4Q (15684.930000 sec): 3 clusters
  Score: Raw -109403.864148 + Penalty 2390.167757 = -107013.696391
  nChanged 51
		SP:Iteration 5Q (15685.130000 sec): 3 clusters
  Score: Raw -109455.501138 + Penalty 2390.167757 = -107065.333380
  nChanged 41
		SP:Iteration 6Q (15685.330000 sec): 3 clusters
  Score: Raw -109489.868402 + Penalty 2390.167757 = -107099.700644
  nChanged 26
		SP:Iteration 7Q (15685.470000 sec): 3 clusters
  Score: Raw -109513.506168 + Penalty 2390.167757 = -107123.338410
  nChanged 18
		SP:Iteration 8Q (15685.710000 sec): 3 clusters
  Score: Raw -109526.231591 + Penalty 2390.167757 = -107136.063833
  nChanged 8
		SP:Iteration 9Q (15685.870000 sec): 3 clusters
  Score: Raw -109531.083416 + Penalty 2390.167757 = -107140.915659
  nChanged 6
		SP:Iteration 10Q (15686.070000 sec): 3 clusters
  Score: Raw -109533.098830 + Penalty 2390.167757 = -107142.931072
  nChanged 1
		SP:Iteration 11Q (15686.280000 sec): 3 clusters
  Score: Raw -109533.958423 + Penalty 2390.167757 = -107143.790665
  nChanged 0
		SP:Iteration 12F (15686.440000 sec): 3 clusters
  Score: Raw -109533.958423 + Penalty 2390.167757 = -107143.790665
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15686.540000 sec): 2 clusters
  Score: Raw -218488.336725 + Penalty 1307.043103 = -217181.293623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15686.710000 sec): 3 clusters
  Score: Raw -217034.709225 + Penalty 2614.086205 = -214420.623019
  nChanged 1198
		SP:Iteration 1F (15686.890000 sec): 3 clusters
  Score: Raw -217967.487894 + Penalty 2614.086205 = -215353.401689
  nChanged 317
		SP:Iteration 2F (15687.040000 sec): 3 clusters
  Score: Raw -218257.103293 + Penalty 2614.086205 = -215643.017087
  nChanged 216
		SP:Iteration 3F (15687.240000 sec): 3 clusters
  Score: Raw -218452.751964 + Penalty 2614.086205 = -215838.665759
  nChanged 169
		SP:Iteration 4F (15687.470000 sec): 3 clusters
  Score: Raw -218592.767562 + Penalty 2614.086205 = -215978.681357
  nChanged 119
		SP:Iteration 5Q (15687.660000 sec): 3 clusters
  Score: Raw -218680.932378 + Penalty 2614.086205 = -216066.846173
  nChanged 87
		SP:Iteration 6Q (15687.810000 sec): 3 clusters
  Score: Raw -218743.815873 + Penalty 2614.086205 = -216129.729668
  nChanged 68
		SP:Iteration 7Q (15687.990000 sec): 3 clusters
  Score: Raw -218785.481516 + Penalty 2614.086205 = -216171.395310
  nChanged 58
		SP:Iteration 8Q (15688.200000 sec): 3 clusters
  Score: Raw -218823.800978 + Penalty 2614.086205 = -216209.714772
  nChanged 57
		SP:Iteration 9Q (15688.350000 sec): 3 clusters
  Score: Raw -218852.758855 + Penalty 2614.086205 = -216238.672650
  nChanged 38
		SP:Iteration 10Q (15688.520000 sec): 3 clusters
  Score: Raw -218869.523125 + Penalty 2614.086205 = -216255.436920
  nChanged 31
		SP:Iteration 11Q (15688.720000 sec): 3 clusters
  Score: Raw -218881.729161 + Penalty 2614.086205 = -216267.642956
  nChanged 22
		SP:Iteration 12Q (15688.860000 sec): 3 clusters
  Score: Raw -218889.388971 + Penalty 2614.086205 = -216275.302765
  nChanged 16
		SP:Iteration 13Q (15689.030000 sec): 3 clusters
  Score: Raw -218898.262458 + Penalty 2614.086205 = -216284.176253
  nChanged 17
		SP:Iteration 14Q (15689.190000 sec): 3 clusters
  Score: Raw -218907.096127 + Penalty 2614.086205 = -216293.009922
  nChanged 25
		SP:Iteration 15Q (15689.350000 sec): 3 clusters
  Score: Raw -218918.393858 + Penalty 2614.086205 = -216304.307652
  nChanged 16
		SP:Iteration 16Q (15689.550000 sec): 3 clusters
  Score: Raw -218926.377825 + Penalty 2614.086205 = -216312.291619
  nChanged 13
		SP:Iteration 17Q (15689.760000 sec): 3 clusters
  Score: Raw -218932.948323 + Penalty 2614.086205 = -216318.862118
  nChanged 16
		SP:Iteration 18Q (15689.920000 sec): 3 clusters
  Score: Raw -218942.327097 + Penalty 2614.086205 = -216328.240891
  nChanged 26
		SP:Iteration 19Q (15690.140000 sec): 3 clusters
  Score: Raw -218957.534638 + Penalty 2614.086205 = -216343.448433
  nChanged 33
		SP:Iteration 20F (15690.270000 sec): 3 clusters
  Score: Raw -218975.384772 + Penalty 2614.086205 = -216361.298566
  nChanged 38
		SP:Iteration 21Q (15690.460000 sec): 3 clusters
  Score: Raw -218993.275245 + Penalty 2614.086205 = -216379.189039
  nChanged 28
		SP:Iteration 22Q (15690.650000 sec): 3 clusters
  Score: Raw -219006.324529 + Penalty 2614.086205 = -216392.238324
  nChanged 16
		SP:Iteration 23Q (15690.790000 sec): 3 clusters
  Score: Raw -219012.204631 + Penalty 2614.086205 = -216398.118426
  nChanged 16
		SP:Iteration 24Q (15690.990000 sec): 3 clusters
  Score: Raw -219018.685344 + Penalty 2614.086205 = -216404.599139
  nChanged 14
		SP:Iteration 25Q (15691.150000 sec): 3 clusters
  Score: Raw -219024.765991 + Penalty 2614.086205 = -216410.679786
  nChanged 12
		SP:Iteration 26Q (15691.310000 sec): 3 clusters
  Score: Raw -219028.251119 + Penalty 2614.086205 = -216414.164914
  nChanged 7
		SP:Iteration 27Q (15691.480000 sec): 3 clusters
  Score: Raw -219030.784333 + Penalty 2614.086205 = -216416.698127
  nChanged 11
		SP:Iteration 28Q (15691.680000 sec): 3 clusters
  Score: Raw -219036.201812 + Penalty 2614.086205 = -216422.115607
  nChanged 6
		SP:Iteration 29Q (15691.880000 sec): 3 clusters
  Score: Raw -219038.573673 + Penalty 2614.086205 = -216424.487468
  nChanged 8
		SP:Iteration 30Q (15692.050000 sec): 3 clusters
  Score: Raw -219040.173950 + Penalty 2614.086205 = -216426.087745
  nChanged 4
		SP:Iteration 31Q (15692.270000 sec): 3 clusters
  Score: Raw -219041.551528 + Penalty 2614.086205 = -216427.465323
  nChanged 3
		SP:Iteration 32Q (15692.390000 sec): 3 clusters
  Score: Raw -219042.425425 + Penalty 2614.086205 = -216428.339220
  nChanged 2
		SP:Iteration 33Q (15692.580000 sec): 3 clusters
  Score: Raw -219043.074498 + Penalty 2614.086205 = -216428.988293
  nChanged 1
		SP:Iteration 34Q (15692.740000 sec): 3 clusters
  Score: Raw -219043.513910 + Penalty 2614.086205 = -216429.427704
  nChanged 2
		SP:Iteration 35Q (15692.920000 sec): 3 clusters
  Score: Raw -219044.113444 + Penalty 2614.086205 = -216430.027239
  nChanged 2
		SP:Iteration 36Q (15693.100000 sec): 3 clusters
  Score: Raw -219045.433095 + Penalty 2614.086205 = -216431.346890
  nChanged 3
		SP:Iteration 37Q (15693.250000 sec): 3 clusters
  Score: Raw -219046.226864 + Penalty 2614.086205 = -216432.140658
  nChanged 2
		SP:Iteration 38Q (15693.420000 sec): 3 clusters
  Score: Raw -219046.595743 + Penalty 2614.086205 = -216432.509537
  nChanged 2
		SP:Iteration 39Q (15693.640000 sec): 3 clusters
  Score: Raw -219047.113550 + Penalty 2614.086205 = -216433.027345
  nChanged 2
		SP:Iteration 40F (15693.840000 sec): 3 clusters
  Score: Raw -219047.598822 + Penalty 2614.086205 = -216433.512617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15693.930000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15694.100000 sec): 3 clusters
  Score: Raw -35464.111327 + Penalty 1975.978288 = -33488.133039
  nChanged 96
		SP:Iteration 1F (15694.290000 sec): 3 clusters
  Score: Raw -35600.048545 + Penalty 1975.978288 = -33624.070257
  nChanged 24
		SP:Iteration 2F (15694.510000 sec): 3 clusters
  Score: Raw -35650.037138 + Penalty 1975.978288 = -33674.058849
  nChanged 16
		SP:Iteration 3Q (15694.710000 sec): 3 clusters
  Score: Raw -35689.656670 + Penalty 1975.978288 = -33713.678382
  nChanged 8
		SP:Iteration 4Q (15694.900000 sec): 3 clusters
  Score: Raw -35708.490347 + Penalty 1975.978288 = -33732.512058
  nChanged 6
		SP:Iteration 5Q (15695.120000 sec): 3 clusters
  Score: Raw -35717.825463 + Penalty 1975.978288 = -33741.847175
  nChanged 1
		SP:Iteration 6Q (15695.320000 sec): 3 clusters
  Score: Raw -35720.702819 + Penalty 1975.978288 = -33744.724531
  nChanged 1
		SP:Iteration 7Q (15695.530000 sec): 3 clusters
  Score: Raw -35723.463805 + Penalty 1975.978288 = -33747.485517
  nChanged 2
		SP:Iteration 8Q (15695.720000 sec): 3 clusters
  Score: Raw -35728.774320 + Penalty 1975.978288 = -33752.796032
  nChanged 2
		SP:Iteration 9Q (15695.960000 sec): 3 clusters
  Score: Raw -35736.153496 + Penalty 1975.978288 = -33760.175207
  nChanged 4
		SP:Iteration 10Q (15696.140000 sec): 3 clusters
  Score: Raw -35742.711630 + Penalty 1975.978288 = -33766.733341
  nChanged 5
		SP:Iteration 11Q (15696.340000 sec): 3 clusters
  Score: Raw -35762.534062 + Penalty 1975.978288 = -33786.555774
  nChanged 6
		SP:Iteration 12Q (15696.540000 sec): 3 clusters
  Score: Raw -35783.418503 + Penalty 1975.978288 = -33807.440215
  nChanged 5
		SP:Iteration 13Q (15696.700000 sec): 3 clusters
  Score: Raw -35795.292461 + Penalty 1975.978288 = -33819.314172
  nChanged 4
		SP:Iteration 14Q (15696.850000 sec): 3 clusters
  Score: Raw -35805.702913 + Penalty 1975.978288 = -33829.724625
  nChanged 1
		SP:Iteration 15Q (15697.060000 sec): 3 clusters
  Score: Raw -35806.653966 + Penalty 1975.978288 = -33830.675677
  nChanged 0
		SP:Iteration 16F (15697.220000 sec): 3 clusters
  Score: Raw -35806.653966 + Penalty 1975.978288 = -33830.675677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15697.320000 sec): 2 clusters
  Score: Raw -220141.248079 + Penalty 1280.876174 = -218860.371905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15697.480000 sec): 3 clusters
  Score: Raw -218925.747860 + Penalty 2561.752349 = -216363.995511
  nChanged 963
		SP:Iteration 1F (15697.660000 sec): 3 clusters
  Score: Raw -219526.881080 + Penalty 2561.752349 = -216965.128732
  nChanged 263
		SP:Iteration 2F (15697.840000 sec): 3 clusters
  Score: Raw -219779.961988 + Penalty 2561.752349 = -217218.209640
  nChanged 225
		SP:Iteration 3F (15697.980000 sec): 3 clusters
  Score: Raw -220000.107483 + Penalty 2561.752349 = -217438.355134
  nChanged 173
		SP:Iteration 4F (15698.120000 sec): 3 clusters
  Score: Raw -220148.293955 + Penalty 2561.752349 = -217586.541606
  nChanged 111
		SP:Iteration 5Q (15698.280000 sec): 3 clusters
  Score: Raw -220236.679209 + Penalty 2561.752349 = -217674.926861
  nChanged 95
		SP:Iteration 6Q (15698.420000 sec): 3 clusters
  Score: Raw -220313.988532 + Penalty 2561.752349 = -217752.236183
  nChanged 70
		SP:Iteration 7Q (15698.610000 sec): 3 clusters
  Score: Raw -220367.629077 + Penalty 2561.752349 = -217805.876728
  nChanged 56
		SP:Iteration 8Q (15698.850000 sec): 3 clusters
  Score: Raw -220395.283008 + Penalty 2561.752349 = -217833.530660
  nChanged 24
		SP:Iteration 9Q (15699.060000 sec): 3 clusters
  Score: Raw -220404.515891 + Penalty 2561.752349 = -217842.763542
  nChanged 23
		SP:Iteration 10Q (15699.240000 sec): 3 clusters
  Score: Raw -220417.918046 + Penalty 2561.752349 = -217856.165697
  nChanged 16
		SP:Iteration 11Q (15699.460000 sec): 3 clusters
  Score: Raw -220427.227018 + Penalty 2561.752349 = -217865.474669
  nChanged 10
		SP:Iteration 12Q (15699.640000 sec): 3 clusters
  Score: Raw -220431.267252 + Penalty 2561.752349 = -217869.514903
  nChanged 5
		SP:Iteration 13Q (15699.840000 sec): 3 clusters
  Score: Raw -220433.467147 + Penalty 2561.752349 = -217871.714798
  nChanged 1
		SP:Iteration 14Q (15700.030000 sec): 3 clusters
  Score: Raw -220434.143840 + Penalty 2561.752349 = -217872.391491
  nChanged 1
		SP:Iteration 15Q (15700.180000 sec): 3 clusters
  Score: Raw -220434.492507 + Penalty 2561.752349 = -217872.740158
  nChanged 1
		SP:Iteration 16Q (15700.380000 sec): 3 clusters
  Score: Raw -220435.093024 + Penalty 2561.752349 = -217873.340675
  nChanged 1
		SP:Iteration 17Q (15700.580000 sec): 3 clusters
  Score: Raw -220435.389035 + Penalty 2561.752349 = -217873.636686
  nChanged 0
		SP:Iteration 18F (15700.790000 sec): 3 clusters
  Score: Raw -220435.389035 + Penalty 2561.752349 = -217873.636686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15700.880000 sec): 2 clusters
  Score: Raw -359581.595341 + Penalty 1369.573298 = -358212.022043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15701.110000 sec): 3 clusters
  Score: Raw -357296.769161 + Penalty 2739.146597 = -354557.622564
  nChanged 1776
		SP:Iteration 1F (15701.300000 sec): 3 clusters
  Score: Raw -358252.008247 + Penalty 2739.146597 = -355512.861651
  nChanged 332
		SP:Iteration 2F (15701.510000 sec): 3 clusters
  Score: Raw -358431.071932 + Penalty 2739.146597 = -355691.925335
  nChanged 224
		SP:Iteration 3Q (15701.720000 sec): 3 clusters
  Score: Raw -358562.327970 + Penalty 2739.146597 = -355823.181373
  nChanged 199
		SP:Iteration 4Q (15701.900000 sec): 3 clusters
  Score: Raw -358668.102203 + Penalty 2739.146597 = -355928.955607
  nChanged 171
		SP:Iteration 5Q (15702.080000 sec): 3 clusters
  Score: Raw -358766.111457 + Penalty 2739.146597 = -356026.964861
  nChanged 189
		SP:Iteration 6Q (15702.270000 sec): 3 clusters
  Score: Raw -358866.501373 + Penalty 2739.146597 = -356127.354776
  nChanged 178
		SP:Iteration 7Q (15702.470000 sec): 3 clusters
  Score: Raw -358968.388116 + Penalty 2739.146597 = -356229.241519
  nChanged 184
		SP:Iteration 8Q (15702.610000 sec): 3 clusters
  Score: Raw -359092.371930 + Penalty 2739.146597 = -356353.225333
  nChanged 186
		SP:Iteration 9Q (15702.800000 sec): 3 clusters
  Score: Raw -359213.490135 + Penalty 2739.146597 = -356474.343539
  nChanged 153
		SP:Iteration 10Q (15702.980000 sec): 3 clusters
  Score: Raw -359303.990804 + Penalty 2739.146597 = -356564.844207
  nChanged 138
		SP:Iteration 11Q (15703.190000 sec): 3 clusters
  Score: Raw -359384.329193 + Penalty 2739.146597 = -356645.182596
  nChanged 107
		SP:Iteration 12Q (15703.430000 sec): 3 clusters
  Score: Raw -359436.449675 + Penalty 2739.146597 = -356697.303078
  nChanged 82
		SP:Iteration 13Q (15703.640000 sec): 3 clusters
  Score: Raw -359470.117209 + Penalty 2739.146597 = -356730.970612
  nChanged 71
		SP:Iteration 14Q (15703.870000 sec): 3 clusters
  Score: Raw -359503.843282 + Penalty 2739.146597 = -356764.696685
  nChanged 57
		SP:Iteration 15Q (15704.060000 sec): 3 clusters
  Score: Raw -359530.008716 + Penalty 2739.146597 = -356790.862119
  nChanged 62
		SP:Iteration 16Q (15704.240000 sec): 3 clusters
  Score: Raw -359559.774501 + Penalty 2739.146597 = -356820.627904
  nChanged 58
		SP:Iteration 17Q (15704.420000 sec): 3 clusters
  Score: Raw -359584.060182 + Penalty 2739.146597 = -356844.913585
  nChanged 50
		SP:Iteration 18Q (15704.660000 sec): 3 clusters
  Score: Raw -359603.676918 + Penalty 2739.146597 = -356864.530321
  nChanged 41
		SP:Iteration 19Q (15704.900000 sec): 3 clusters
  Score: Raw -359621.393659 + Penalty 2739.146597 = -356882.247063
  nChanged 34
		SP:Iteration 20F (15705.080000 sec): 3 clusters
  Score: Raw -359635.869098 + Penalty 2739.146597 = -356896.722501
  nChanged 38
		SP:Iteration 21Q (15705.280000 sec): 3 clusters
  Score: Raw -359651.345668 + Penalty 2739.146597 = -356912.199072
  nChanged 43
		SP:Iteration 22Q (15705.480000 sec): 3 clusters
  Score: Raw -359666.879486 + Penalty 2739.146597 = -356927.732889
  nChanged 30
		SP:Iteration 23Q (15705.660000 sec): 3 clusters
  Score: Raw -359677.144943 + Penalty 2739.146597 = -356937.998346
  nChanged 26
		SP:Iteration 24Q (15705.850000 sec): 3 clusters
  Score: Raw -359687.125135 + Penalty 2739.146597 = -356947.978539
  nChanged 35
		SP:Iteration 25Q (15706.080000 sec): 3 clusters
  Score: Raw -359697.459271 + Penalty 2739.146597 = -356958.312674
  nChanged 23
		SP:Iteration 26Q (15706.250000 sec): 3 clusters
  Score: Raw -359704.627627 + Penalty 2739.146597 = -356965.481030
  nChanged 17
		SP:Iteration 27Q (15706.460000 sec): 3 clusters
  Score: Raw -359709.130340 + Penalty 2739.146597 = -356969.983743
  nChanged 13
		SP:Iteration 28Q (15706.600000 sec): 3 clusters
  Score: Raw -359713.847141 + Penalty 2739.146597 = -356974.700545
  nChanged 11
		SP:Iteration 29Q (15706.730000 sec): 3 clusters
  Score: Raw -359717.414062 + Penalty 2739.146597 = -356978.267465
  nChanged 14
		SP:Iteration 30Q (15706.860000 sec): 3 clusters
  Score: Raw -359722.147267 + Penalty 2739.146597 = -356983.000670
  nChanged 16
		SP:Iteration 31Q (15706.980000 sec): 3 clusters
  Score: Raw -359728.062698 + Penalty 2739.146597 = -356988.916101
  nChanged 10
		SP:Iteration 32Q (15707.110000 sec): 3 clusters
  Score: Raw -359731.546436 + Penalty 2739.146597 = -356992.399840
  nChanged 6
		SP:Iteration 33Q (15707.240000 sec): 3 clusters
  Score: Raw -359733.371649 + Penalty 2739.146597 = -356994.225053
  nChanged 4
		SP:Iteration 34Q (15707.370000 sec): 3 clusters
  Score: Raw -359734.632645 + Penalty 2739.146597 = -356995.486048
  nChanged 0
		SP:Iteration 35F (15707.510000 sec): 3 clusters
  Score: Raw -359734.632645 + Penalty 2739.146597 = -356995.486048
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15707.580000 sec): 2 clusters
  Score: Raw -43932.745507 + Penalty 1067.768481 = -42864.977026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15707.720000 sec): 3 clusters
  Score: Raw -43776.626348 + Penalty 2135.536963 = -41641.089385
  nChanged 211
		SP:Iteration 1F (15707.860000 sec): 3 clusters
  Score: Raw -44076.736782 + Penalty 2135.536963 = -41941.199819
  nChanged 73
		SP:Iteration 2F (15708.060000 sec): 3 clusters
  Score: Raw -44201.815499 + Penalty 2135.536963 = -42066.278537
  nChanged 36
		SP:Iteration 3F (15708.230000 sec): 3 clusters
  Score: Raw -44267.961191 + Penalty 2135.536963 = -42132.424229
  nChanged 16
		SP:Iteration 4Q (15708.430000 sec): 3 clusters
  Score: Raw -44293.532722 + Penalty 2135.536963 = -42157.995759
  nChanged 13
		SP:Iteration 5Q (15708.520000 sec): 3 clusters
  Score: Raw -44316.730310 + Penalty 2135.536963 = -42181.193348
  nChanged 10
		SP:Iteration 6Q (15708.650000 sec): 3 clusters
  Score: Raw -44338.064499 + Penalty 2135.536963 = -42202.527536
  nChanged 15
		SP:Iteration 7Q (15708.780000 sec): 3 clusters
  Score: Raw -44377.943642 + Penalty 2135.536963 = -42242.406680
  nChanged 8
		SP:Iteration 8Q (15708.900000 sec): 3 clusters
  Score: Raw -44390.835778 + Penalty 2135.536963 = -42255.298815
  nChanged 7
		SP:Iteration 9Q (15709.030000 sec): 3 clusters
  Score: Raw -44400.292337 + Penalty 2135.536963 = -42264.755375
  nChanged 2
		SP:Iteration 10Q (15709.160000 sec): 3 clusters
  Score: Raw -44405.772561 + Penalty 2135.536963 = -42270.235598
  nChanged 3
		SP:Iteration 11Q (15709.290000 sec): 3 clusters
  Score: Raw -44414.934166 + Penalty 2135.536963 = -42279.397203
  nChanged 2
		SP:Iteration 12Q (15709.420000 sec): 3 clusters
  Score: Raw -44419.607244 + Penalty 2135.536963 = -42284.070281
  nChanged 3
		SP:Iteration 13Q (15709.540000 sec): 3 clusters
  Score: Raw -44427.519385 + Penalty 2135.536963 = -42291.982422
  nChanged 2
		SP:Iteration 14Q (15709.670000 sec): 3 clusters
  Score: Raw -44431.285324 + Penalty 2135.536963 = -42295.748361
  nChanged 2
		SP:Iteration 15Q (15709.800000 sec): 3 clusters
  Score: Raw -44435.780245 + Penalty 2135.536963 = -42300.243282
  nChanged 1
		SP:Iteration 16Q (15710.000000 sec): 3 clusters
  Score: Raw -44439.680297 + Penalty 2135.536963 = -42304.143335
  nChanged 1
		SP:Iteration 17Q (15710.140000 sec): 3 clusters
  Score: Raw -44440.463015 + Penalty 2135.536963 = -42304.926052
  nChanged 0
		SP:Iteration 18F (15710.340000 sec): 3 clusters
  Score: Raw -44440.463015 + Penalty 2135.536963 = -42304.926052
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15710.440000 sec): 2 clusters
  Score: Raw -156963.137769 + Penalty 1217.120271 = -155746.017498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15710.560000 sec): 3 clusters
  Score: Raw -156215.878538 + Penalty 2434.240542 = -153781.637995
  nChanged 603
		SP:Iteration 1F (15710.700000 sec): 3 clusters
  Score: Raw -156601.970986 + Penalty 2434.240542 = -154167.730444
  nChanged 134
		SP:Iteration 2F (15710.850000 sec): 3 clusters
  Score: Raw -156690.665230 + Penalty 2434.240542 = -154256.424687
  nChanged 69
		SP:Iteration 3Q (15710.990000 sec): 3 clusters
  Score: Raw -156733.627093 + Penalty 2434.240542 = -154299.386551
  nChanged 38
		SP:Iteration 4Q (15711.140000 sec): 3 clusters
  Score: Raw -156757.301490 + Penalty 2434.240542 = -154323.060948
  nChanged 34
		SP:Iteration 5Q (15711.280000 sec): 3 clusters
  Score: Raw -156778.659358 + Penalty 2434.240542 = -154344.418816
  nChanged 37
		SP:Iteration 6Q (15711.420000 sec): 3 clusters
  Score: Raw -156802.193858 + Penalty 2434.240542 = -154367.953316
  nChanged 30
		SP:Iteration 7Q (15711.560000 sec): 3 clusters
  Score: Raw -156826.457917 + Penalty 2434.240542 = -154392.217375
  nChanged 27
		SP:Iteration 8Q (15711.710000 sec): 3 clusters
  Score: Raw -156841.231543 + Penalty 2434.240542 = -154406.991000
  nChanged 20
		SP:Iteration 9Q (15711.850000 sec): 3 clusters
  Score: Raw -156851.851107 + Penalty 2434.240542 = -154417.610565
  nChanged 12
		SP:Iteration 10Q (15712.000000 sec): 3 clusters
  Score: Raw -156857.942464 + Penalty 2434.240542 = -154423.701922
  nChanged 13
		SP:Iteration 11Q (15712.210000 sec): 3 clusters
  Score: Raw -156864.079214 + Penalty 2434.240542 = -154429.838672
  nChanged 14
		SP:Iteration 12Q (15712.370000 sec): 3 clusters
  Score: Raw -156870.192901 + Penalty 2434.240542 = -154435.952359
  nChanged 9
		SP:Iteration 13Q (15712.540000 sec): 3 clusters
  Score: Raw -156872.830069 + Penalty 2434.240542 = -154438.589526
  nChanged 7
		SP:Iteration 14Q (15712.730000 sec): 3 clusters
  Score: Raw -156875.423826 + Penalty 2434.240542 = -154441.183284
  nChanged 10
		SP:Iteration 15Q (15712.840000 sec): 3 clusters
  Score: Raw -156880.157482 + Penalty 2434.240542 = -154445.916940
  nChanged 14
		SP:Iteration 16Q (15712.950000 sec): 3 clusters
  Score: Raw -156888.955881 + Penalty 2434.240542 = -154454.715339
  nChanged 17
		SP:Iteration 17Q (15713.060000 sec): 3 clusters
  Score: Raw -156901.230755 + Penalty 2434.240542 = -154466.990213
  nChanged 20
		SP:Iteration 18Q (15713.170000 sec): 3 clusters
  Score: Raw -156912.779052 + Penalty 2434.240542 = -154478.538510
  nChanged 14
		SP:Iteration 19Q (15713.270000 sec): 3 clusters
  Score: Raw -156920.976828 + Penalty 2434.240542 = -154486.736286
  nChanged 4
		SP:Iteration 20F (15713.420000 sec): 3 clusters
  Score: Raw -156923.618263 + Penalty 2434.240542 = -154489.377721
  nChanged 5
		SP:Iteration 21Q (15713.580000 sec): 3 clusters
  Score: Raw -156926.491243 + Penalty 2434.240542 = -154492.250701
  nChanged 4
		SP:Iteration 22Q (15713.750000 sec): 3 clusters
  Score: Raw -156930.099675 + Penalty 2434.240542 = -154495.859133
  nChanged 3
		SP:Iteration 23Q (15713.920000 sec): 3 clusters
  Score: Raw -156931.475849 + Penalty 2434.240542 = -154497.235306
  nChanged 1
		SP:Iteration 24Q (15714.090000 sec): 3 clusters
  Score: Raw -156932.207287 + Penalty 2434.240542 = -154497.966745
  nChanged 1
		SP:Iteration 25Q (15714.250000 sec): 3 clusters
  Score: Raw -156932.944481 + Penalty 2434.240542 = -154498.703939
  nChanged 2
		SP:Iteration 26Q (15714.460000 sec): 3 clusters
  Score: Raw -156934.578927 + Penalty 2434.240542 = -154500.338385
  nChanged 2
		SP:Iteration 27Q (15714.600000 sec): 3 clusters
  Score: Raw -156936.423319 + Penalty 2434.240542 = -154502.182777
  nChanged 3
		SP:Iteration 28Q (15714.780000 sec): 3 clusters
  Score: Raw -156937.887205 + Penalty 2434.240542 = -154503.646663
  nChanged 1
		SP:Iteration 29Q (15715.020000 sec): 3 clusters
  Score: Raw -156938.465410 + Penalty 2434.240542 = -154504.224868
  nChanged 2
		SP:Iteration 30Q (15715.240000 sec): 3 clusters
  Score: Raw -156939.605470 + Penalty 2434.240542 = -154505.364928
  nChanged 2
		SP:Iteration 31Q (15715.440000 sec): 3 clusters
  Score: Raw -156940.447427 + Penalty 2434.240542 = -154506.206885
  nChanged 2
		SP:Iteration 32Q (15715.650000 sec): 3 clusters
  Score: Raw -156941.807090 + Penalty 2434.240542 = -154507.566548
  nChanged 2
		SP:Iteration 33Q (15715.830000 sec): 3 clusters
  Score: Raw -156943.026989 + Penalty 2434.240542 = -154508.786447
  nChanged 2
		SP:Iteration 34Q (15716.030000 sec): 3 clusters
  Score: Raw -156944.627813 + Penalty 2434.240542 = -154510.387271
  nChanged 4
		SP:Iteration 35Q (15716.210000 sec): 3 clusters
  Score: Raw -156946.425135 + Penalty 2434.240542 = -154512.184592
  nChanged 2
		SP:Iteration 36Q (15716.400000 sec): 3 clusters
  Score: Raw -156947.624911 + Penalty 2434.240542 = -154513.384369
  nChanged 1
		SP:Iteration 37Q (15716.590000 sec): 3 clusters
  Score: Raw -156947.795858 + Penalty 2434.240542 = -154513.555316
  nChanged 0
		SP:Iteration 38F (15716.780000 sec): 3 clusters
  Score: Raw -156947.795858 + Penalty 2434.240542 = -154513.555316
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15716.900000 sec): 2 clusters
  Score: Raw -81933.930134 + Penalty 1122.997003 = -80810.933131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15717.120000 sec): 3 clusters
  Score: Raw -81609.159228 + Penalty 2245.994006 = -79363.165222
  nChanged 280
		SP:Iteration 1F (15717.330000 sec): 3 clusters
  Score: Raw -81828.842965 + Penalty 2245.994006 = -79582.848959
  nChanged 85
		SP:Iteration 2F (15717.540000 sec): 3 clusters
  Score: Raw -81926.440235 + Penalty 2245.994006 = -79680.446229
  nChanged 45
		SP:Iteration 3Q (15717.710000 sec): 3 clusters
  Score: Raw -82001.569676 + Penalty 2245.994006 = -79755.575670
  nChanged 46
		SP:Iteration 4Q (15717.890000 sec): 3 clusters
  Score: Raw -82086.708548 + Penalty 2245.994006 = -79840.714542
  nChanged 55
		SP:Iteration 5F (15718.070000 sec): 3 clusters
  Score: Raw -82166.317775 + Penalty 2245.994006 = -79920.323768
  nChanged 37
		SP:Iteration 6Q (15718.210000 sec): 3 clusters
  Score: Raw -82215.435905 + Penalty 2245.994006 = -79969.441899
  nChanged 35
		SP:Iteration 7Q (15718.380000 sec): 3 clusters
  Score: Raw -82258.036416 + Penalty 2245.994006 = -80012.042410
  nChanged 33
		SP:Iteration 8Q (15718.560000 sec): 3 clusters
  Score: Raw -82300.555971 + Penalty 2245.994006 = -80054.561965
  nChanged 26
		SP:Iteration 9Q (15718.730000 sec): 3 clusters
  Score: Raw -82338.319454 + Penalty 2245.994006 = -80092.325448
  nChanged 27
		SP:Iteration 10Q (15718.980000 sec): 3 clusters
  Score: Raw -82369.666220 + Penalty 2245.994006 = -80123.672214
  nChanged 20
		SP:Iteration 11Q (15719.160000 sec): 3 clusters
  Score: Raw -82395.292028 + Penalty 2245.994006 = -80149.298022
  nChanged 11
		SP:Iteration 12Q (15719.340000 sec): 3 clusters
  Score: Raw -82410.049358 + Penalty 2245.994006 = -80164.055351
  nChanged 11
		SP:Iteration 13Q (15719.540000 sec): 3 clusters
  Score: Raw -82424.036257 + Penalty 2245.994006 = -80178.042251
  nChanged 10
		SP:Iteration 14Q (15719.700000 sec): 3 clusters
  Score: Raw -82433.121866 + Penalty 2245.994006 = -80187.127860
  nChanged 10
		SP:Iteration 15Q (15719.900000 sec): 3 clusters
  Score: Raw -82446.514566 + Penalty 2245.994006 = -80200.520560
  nChanged 6
		SP:Iteration 16Q (15720.080000 sec): 3 clusters
  Score: Raw -82451.784244 + Penalty 2245.994006 = -80205.790238
  nChanged 4
		SP:Iteration 17Q (15720.260000 sec): 3 clusters
  Score: Raw -82457.483438 + Penalty 2245.994006 = -80211.489432
  nChanged 7
		SP:Iteration 18Q (15720.460000 sec): 3 clusters
  Score: Raw -82463.396841 + Penalty 2245.994006 = -80217.402835
  nChanged 7
		SP:Iteration 19Q (15720.640000 sec): 3 clusters
  Score: Raw -82468.992591 + Penalty 2245.994006 = -80222.998585
  nChanged 1
		SP:Iteration 20F (15720.800000 sec): 3 clusters
  Score: Raw -82470.253467 + Penalty 2245.994006 = -80224.259461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15720.870000 sec): 2 clusters
  Score: Raw -59898.801962 + Penalty 1103.207908 = -58795.594054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15721.040000 sec): 3 clusters
  Score: Raw -59643.563176 + Penalty 2206.415816 = -57437.147360
  nChanged 252
		SP:Iteration 1F (15721.160000 sec): 3 clusters
  Score: Raw -59882.960739 + Penalty 2206.415816 = -57676.544922
  nChanged 67
		SP:Iteration 2F (15721.330000 sec): 3 clusters
  Score: Raw -59985.448851 + Penalty 2206.415816 = -57779.033034
  nChanged 46
		SP:Iteration 3F (15721.490000 sec): 3 clusters
  Score: Raw -60074.982572 + Penalty 2206.415816 = -57868.566756
  nChanged 40
		SP:Iteration 4Q (15721.670000 sec): 3 clusters
  Score: Raw -60176.283002 + Penalty 2206.415816 = -57969.867185
  nChanged 28
		SP:Iteration 5Q (15721.880000 sec): 3 clusters
  Score: Raw -60267.582691 + Penalty 2206.415816 = -58061.166875
  nChanged 17
		SP:Iteration 6Q (15722.070000 sec): 3 clusters
  Score: Raw -60291.351837 + Penalty 2206.415816 = -58084.936020
  nChanged 22
		SP:Iteration 7Q (15722.240000 sec): 3 clusters
  Score: Raw -60318.613121 + Penalty 2206.415816 = -58112.197305
  nChanged 18
		SP:Iteration 8Q (15722.440000 sec): 3 clusters
  Score: Raw -60340.415184 + Penalty 2206.415816 = -58133.999368
  nChanged 10
		SP:Iteration 9Q (15722.620000 sec): 3 clusters
  Score: Raw -60349.092901 + Penalty 2206.415816 = -58142.677085
  nChanged 13
		SP:Iteration 10Q (15722.800000 sec): 3 clusters
  Score: Raw -60362.568476 + Penalty 2206.415816 = -58156.152659
  nChanged 8
		SP:Iteration 11Q (15722.920000 sec): 3 clusters
  Score: Raw -60375.340962 + Penalty 2206.415816 = -58168.925146
  nChanged 17
		SP:Iteration 12Q (15723.090000 sec): 3 clusters
  Score: Raw -60395.284255 + Penalty 2206.415816 = -58188.868439
  nChanged 9
		SP:Iteration 13Q (15723.270000 sec): 3 clusters
  Score: Raw -60403.005402 + Penalty 2206.415816 = -58196.589585
  nChanged 3
		SP:Iteration 14Q (15723.450000 sec): 3 clusters
  Score: Raw -60404.635518 + Penalty 2206.415816 = -58198.219702
  nChanged 3
		SP:Iteration 15Q (15723.630000 sec): 3 clusters
  Score: Raw -60407.494470 + Penalty 2206.415816 = -58201.078653
  nChanged 2
		SP:Iteration 16Q (15723.810000 sec): 3 clusters
  Score: Raw -60408.216527 + Penalty 2206.415816 = -58201.800710
  nChanged 3
		SP:Iteration 17Q (15724.040000 sec): 3 clusters
  Score: Raw -60409.028861 + Penalty 2206.415816 = -58202.613045
  nChanged 2
		SP:Iteration 18Q (15724.210000 sec): 3 clusters
  Score: Raw -60410.040832 + Penalty 2206.415816 = -58203.625016
  nChanged 2
		SP:Iteration 19Q (15724.400000 sec): 3 clusters
  Score: Raw -60410.541819 + Penalty 2206.415816 = -58204.126003
  nChanged 0
		SP:Iteration 20F (15724.600000 sec): 3 clusters
  Score: Raw -60410.541819 + Penalty 2206.415816 = -58204.126003
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15724.690000 sec): 2 clusters
  Score: Raw -183361.778713 + Penalty 1265.449579 = -182096.329134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15724.910000 sec): 3 clusters
  Score: Raw -182328.388841 + Penalty 2530.899159 = -179797.489682
  nChanged 840
		SP:Iteration 1F (15725.140000 sec): 3 clusters
  Score: Raw -182816.427556 + Penalty 2530.899159 = -180285.528397
  nChanged 181
		SP:Iteration 2F (15725.330000 sec): 3 clusters
  Score: Raw -182939.565292 + Penalty 2530.899159 = -180408.666133
  nChanged 129
		SP:Iteration 3F (15725.500000 sec): 3 clusters
  Score: Raw -183036.970852 + Penalty 2530.899159 = -180506.071694
  nChanged 100
		SP:Iteration 4Q (15725.680000 sec): 3 clusters
  Score: Raw -183108.333297 + Penalty 2530.899159 = -180577.434138
  nChanged 89
		SP:Iteration 5Q (15725.850000 sec): 3 clusters
  Score: Raw -183153.743158 + Penalty 2530.899159 = -180622.844000
  nChanged 58
		SP:Iteration 6Q (15726.050000 sec): 3 clusters
  Score: Raw -183185.326489 + Penalty 2530.899159 = -180654.427330
  nChanged 50
		SP:Iteration 7Q (15726.210000 sec): 3 clusters
  Score: Raw -183210.672621 + Penalty 2530.899159 = -180679.773462
  nChanged 39
		SP:Iteration 8Q (15726.440000 sec): 3 clusters
  Score: Raw -183235.353644 + Penalty 2530.899159 = -180704.454485
  nChanged 54
		SP:Iteration 9Q (15726.630000 sec): 3 clusters
  Score: Raw -183270.821087 + Penalty 2530.899159 = -180739.921928
  nChanged 49
		SP:Iteration 10Q (15726.770000 sec): 3 clusters
  Score: Raw -183301.457135 + Penalty 2530.899159 = -180770.557976
  nChanged 39
		SP:Iteration 11Q (15726.940000 sec): 3 clusters
  Score: Raw -183328.008457 + Penalty 2530.899159 = -180797.109299
  nChanged 35
		SP:Iteration 12Q (15727.140000 sec): 3 clusters
  Score: Raw -183355.955498 + Penalty 2530.899159 = -180825.056340
  nChanged 40
		SP:Iteration 13Q (15727.310000 sec): 3 clusters
  Score: Raw -183386.389953 + Penalty 2530.899159 = -180855.490795
  nChanged 38
		SP:Iteration 14Q (15727.480000 sec): 3 clusters
  Score: Raw -183412.707463 + Penalty 2530.899159 = -180881.808304
  nChanged 37
		SP:Iteration 15Q (15727.670000 sec): 3 clusters
  Score: Raw -183442.728530 + Penalty 2530.899159 = -180911.829372
  nChanged 41
		SP:Iteration 16Q (15727.850000 sec): 3 clusters
  Score: Raw -183470.016591 + Penalty 2530.899159 = -180939.117432
  nChanged 36
		SP:Iteration 17Q (15728.010000 sec): 3 clusters
  Score: Raw -183494.966305 + Penalty 2530.899159 = -180964.067146
  nChanged 29
		SP:Iteration 18Q (15728.170000 sec): 3 clusters
  Score: Raw -183517.452131 + Penalty 2530.899159 = -180986.552973
  nChanged 30
		SP:Iteration 19Q (15728.360000 sec): 3 clusters
  Score: Raw -183541.108779 + Penalty 2530.899159 = -181010.209620
  nChanged 27
		SP:Iteration 20F (15728.530000 sec): 3 clusters
  Score: Raw -183560.236026 + Penalty 2530.899159 = -181029.336867
  nChanged 35
		SP:Iteration 21Q (15728.730000 sec): 3 clusters
  Score: Raw -183582.101356 + Penalty 2530.899159 = -181051.202197
  nChanged 28
		SP:Iteration 22Q (15728.910000 sec): 3 clusters
  Score: Raw -183603.270145 + Penalty 2530.899159 = -181072.370986
  nChanged 28
		SP:Iteration 23Q (15729.150000 sec): 3 clusters
  Score: Raw -183624.864586 + Penalty 2530.899159 = -181093.965428
  nChanged 34
		SP:Iteration 24Q (15729.330000 sec): 3 clusters
  Score: Raw -183652.064633 + Penalty 2530.899159 = -181121.165474
  nChanged 30
		SP:Iteration 25Q (15729.540000 sec): 3 clusters
  Score: Raw -183674.777642 + Penalty 2530.899159 = -181143.878483
  nChanged 28
		SP:Iteration 26Q (15729.710000 sec): 3 clusters
  Score: Raw -183696.558026 + Penalty 2530.899159 = -181165.658867
  nChanged 32
		SP:Iteration 27Q (15729.830000 sec): 3 clusters
  Score: Raw -183722.921110 + Penalty 2530.899159 = -181192.021952
  nChanged 24
		SP:Iteration 28Q (15730.030000 sec): 3 clusters
  Score: Raw -183734.518690 + Penalty 2530.899159 = -181203.619532
  nChanged 12
		SP:Iteration 29Q (15730.230000 sec): 3 clusters
  Score: Raw -183741.610286 + Penalty 2530.899159 = -181210.711128
  nChanged 7
		SP:Iteration 30Q (15730.420000 sec): 3 clusters
  Score: Raw -183747.303421 + Penalty 2530.899159 = -181216.404262
  nChanged 8
		SP:Iteration 31Q (15730.600000 sec): 3 clusters
  Score: Raw -183753.381948 + Penalty 2530.899159 = -181222.482789
  nChanged 7
		SP:Iteration 32Q (15730.780000 sec): 3 clusters
  Score: Raw -183759.264354 + Penalty 2530.899159 = -181228.365196
  nChanged 8
		SP:Iteration 33Q (15730.990000 sec): 3 clusters
  Score: Raw -183764.391627 + Penalty 2530.899159 = -181233.492468
  nChanged 13
		SP:Iteration 34Q (15731.100000 sec): 3 clusters
  Score: Raw -183774.885549 + Penalty 2530.899159 = -181243.986391
  nChanged 15
		SP:Iteration 35Q (15731.270000 sec): 3 clusters
  Score: Raw -183782.185598 + Penalty 2530.899159 = -181251.286440
  nChanged 14
		SP:Iteration 36Q (15731.490000 sec): 3 clusters
  Score: Raw -183793.067208 + Penalty 2530.899159 = -181262.168050
  nChanged 19
		SP:Iteration 37Q (15731.670000 sec): 3 clusters
  Score: Raw -183805.698938 + Penalty 2530.899159 = -181274.799779
  nChanged 15
		SP:Iteration 38Q (15731.830000 sec): 3 clusters
  Score: Raw -183817.182388 + Penalty 2530.899159 = -181286.283229
  nChanged 23
		SP:Iteration 39Q (15732.010000 sec): 3 clusters
  Score: Raw -183838.425446 + Penalty 2530.899159 = -181307.526287
  nChanged 21
		SP:Iteration 40F (15732.170000 sec): 3 clusters
  Score: Raw -183853.525359 + Penalty 2530.899159 = -181322.626200
  nChanged 21
		SP:Iteration 41Q (15732.340000 sec): 3 clusters
  Score: Raw -183872.448732 + Penalty 2530.899159 = -181341.549573
  nChanged 31
		SP:Iteration 42Q (15732.500000 sec): 3 clusters
  Score: Raw -183897.848412 + Penalty 2530.899159 = -181366.949254
  nChanged 21
		SP:Iteration 43Q (15732.690000 sec): 3 clusters
  Score: Raw -183917.142175 + Penalty 2530.899159 = -181386.243016
  nChanged 21
		SP:Iteration 44Q (15732.810000 sec): 3 clusters
  Score: Raw -183935.584609 + Penalty 2530.899159 = -181404.685451
  nChanged 21
		SP:Iteration 45Q (15733.000000 sec): 3 clusters
  Score: Raw -183964.632970 + Penalty 2530.899159 = -181433.733812
  nChanged 23
		SP:Iteration 46Q (15733.210000 sec): 3 clusters
  Score: Raw -183995.420691 + Penalty 2530.899159 = -181464.521532
  nChanged 30
		SP:Iteration 47Q (15733.350000 sec): 3 clusters
  Score: Raw -184026.429418 + Penalty 2530.899159 = -181495.530260
  nChanged 24
		SP:Iteration 48Q (15733.520000 sec): 3 clusters
  Score: Raw -184045.160028 + Penalty 2530.899159 = -181514.260870
  nChanged 11
		SP:Iteration 49Q (15733.740000 sec): 3 clusters
  Score: Raw -184053.060235 + Penalty 2530.899159 = -181522.161077
  nChanged 9
		SP:Iteration 50Q (15733.890000 sec): 3 clusters
  Score: Raw -184059.129022 + Penalty 2530.899159 = -181528.229863
  nChanged 9
		SP:Iteration 51Q (15734.050000 sec): 3 clusters
  Score: Raw -184066.224451 + Penalty 2530.899159 = -181535.325293
  nChanged 6
		SP:Iteration 52Q (15734.250000 sec): 3 clusters
  Score: Raw -184070.601946 + Penalty 2530.899159 = -181539.702788
  nChanged 6
		SP:Iteration 53Q (15734.450000 sec): 3 clusters
  Score: Raw -184074.163584 + Penalty 2530.899159 = -181543.264426
  nChanged 5
		SP:Iteration 54Q (15734.670000 sec): 3 clusters
  Score: Raw -184076.815221 + Penalty 2530.899159 = -181545.916063
  nChanged 2
		SP:Iteration 55Q (15734.860000 sec): 3 clusters
  Score: Raw -184077.589095 + Penalty 2530.899159 = -181546.689936
  nChanged 2
		SP:Iteration 56Q (15734.970000 sec): 3 clusters
  Score: Raw -184078.132298 + Penalty 2530.899159 = -181547.233140
  nChanged 2
		SP:Iteration 57Q (15735.160000 sec): 3 clusters
  Score: Raw -184078.426909 + Penalty 2530.899159 = -181547.527750
  nChanged 0
		SP:Iteration 58F (15735.350000 sec): 3 clusters
  Score: Raw -184078.426909 + Penalty 2530.899159 = -181547.527750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15735.430000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15735.580000 sec): 3 clusters
  Score: Raw -60772.690206 + Penalty 2151.090170 = -58621.600036
  nChanged 191
		SP:Iteration 1F (15735.810000 sec): 3 clusters
  Score: Raw -61000.196949 + Penalty 2151.090170 = -58849.106779
  nChanged 48
		SP:Iteration 2F (15736.000000 sec): 3 clusters
  Score: Raw -61055.277624 + Penalty 2151.090170 = -58904.187454
  nChanged 29
		SP:Iteration 3Q (15736.220000 sec): 3 clusters
  Score: Raw -61080.717978 + Penalty 2151.090170 = -58929.627809
  nChanged 15
		SP:Iteration 4Q (15736.390000 sec): 3 clusters
  Score: Raw -61092.212266 + Penalty 2151.090170 = -58941.122096
  nChanged 8
		SP:Iteration 5Q (15736.560000 sec): 3 clusters
  Score: Raw -61100.248438 + Penalty 2151.090170 = -58949.158268
  nChanged 6
		SP:Iteration 6Q (15736.770000 sec): 3 clusters
  Score: Raw -61105.147028 + Penalty 2151.090170 = -58954.056858
  nChanged 5
		SP:Iteration 7Q (15736.920000 sec): 3 clusters
  Score: Raw -61108.967605 + Penalty 2151.090170 = -58957.877436
  nChanged 2
		SP:Iteration 8Q (15737.130000 sec): 3 clusters
  Score: Raw -61114.541151 + Penalty 2151.090170 = -58963.450981
  nChanged 7
		SP:Iteration 9Q (15737.320000 sec): 3 clusters
  Score: Raw -61124.532129 + Penalty 2151.090170 = -58973.441959
  nChanged 6
		SP:Iteration 10Q (15737.470000 sec): 3 clusters
  Score: Raw -61131.627879 + Penalty 2151.090170 = -58980.537709
  nChanged 4
		SP:Iteration 11Q (15737.630000 sec): 3 clusters
  Score: Raw -61136.896475 + Penalty 2151.090170 = -58985.806306
  nChanged 3
		SP:Iteration 12Q (15737.850000 sec): 3 clusters
  Score: Raw -61139.459164 + Penalty 2151.090170 = -58988.368995
  nChanged 2
		SP:Iteration 13Q (15738.000000 sec): 3 clusters
  Score: Raw -61140.780546 + Penalty 2151.090170 = -58989.690376
  nChanged 0
		SP:Iteration 14F (15738.150000 sec): 3 clusters
  Score: Raw -61140.780546 + Penalty 2151.090170 = -58989.690376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15738.230000 sec): 2 clusters
  Score: Raw -23083.969414 + Penalty 963.558236 = -22120.411178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15738.360000 sec): 3 clusters
  Score: Raw -23109.526121 + Penalty 1927.116472 = -21182.409650
  nChanged 82
		SP:Iteration 1F (15738.490000 sec): 3 clusters
  Score: Raw -23287.419188 + Penalty 1927.116472 = -21360.302716
  nChanged 34
		SP:Iteration 2F (15738.610000 sec): 3 clusters
  Score: Raw -23380.607356 + Penalty 1927.116472 = -21453.490884
  nChanged 19
		SP:Iteration 3F (15738.740000 sec): 3 clusters
  Score: Raw -23417.304778 + Penalty 1927.116472 = -21490.188306
  nChanged 4
		SP:Iteration 4Q (15738.870000 sec): 3 clusters
  Score: Raw -23425.390356 + Penalty 1927.116472 = -21498.273884
  nChanged 0
		SP:Iteration 5F (15739.000000 sec): 3 clusters
  Score: Raw -23425.390356 + Penalty 1927.116472 = -21498.273884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15739.060000 sec): 2 clusters
  Score: Raw -50013.779343 + Penalty 1041.920469 = -48971.858874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15739.190000 sec): 3 clusters
  Score: Raw -49848.086074 + Penalty 2083.840937 = -47764.245137
  nChanged 137
		SP:Iteration 1F (15739.320000 sec): 3 clusters
  Score: Raw -49989.953853 + Penalty 2083.840937 = -47906.112916
  nChanged 46
		SP:Iteration 2F (15739.450000 sec): 3 clusters
  Score: Raw -50060.048551 + Penalty 2083.840937 = -47976.207614
  nChanged 24
		SP:Iteration 3Q (15739.620000 sec): 3 clusters
  Score: Raw -50087.907853 + Penalty 2083.840937 = -48004.066916
  nChanged 13
		SP:Iteration 4Q (15739.760000 sec): 3 clusters
  Score: Raw -50106.124155 + Penalty 2083.840937 = -48022.283218
  nChanged 9
		SP:Iteration 5Q (15739.930000 sec): 3 clusters
  Score: Raw -50114.848873 + Penalty 2083.840937 = -48031.007936
  nChanged 6
		SP:Iteration 6Q (15740.120000 sec): 3 clusters
  Score: Raw -50121.359792 + Penalty 2083.840937 = -48037.518855
  nChanged 7
		SP:Iteration 7Q (15740.260000 sec): 3 clusters
  Score: Raw -50130.953907 + Penalty 2083.840937 = -48047.112970
  nChanged 4
		SP:Iteration 8Q (15740.380000 sec): 3 clusters
  Score: Raw -50139.120803 + Penalty 2083.840937 = -48055.279866
  nChanged 7
		SP:Iteration 9Q (15740.510000 sec): 3 clusters
  Score: Raw -50145.944146 + Penalty 2083.840937 = -48062.103209
  nChanged 0
		SP:Iteration 10F (15740.610000 sec): 3 clusters
  Score: Raw -50145.944146 + Penalty 2083.840937 = -48062.103209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15740.750000 sec): 2 clusters
  Score: Raw -155083.487331 + Penalty 1246.065228 = -153837.422104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15740.900000 sec): 3 clusters
  Score: Raw -154201.434199 + Penalty 2492.130455 = -151709.303743
  nChanged 750
		SP:Iteration 1F (15741.060000 sec): 3 clusters
  Score: Raw -154736.346171 + Penalty 2492.130455 = -152244.215715
  nChanged 187
		SP:Iteration 2F (15741.210000 sec): 3 clusters
  Score: Raw -154896.401593 + Penalty 2492.130455 = -152404.271138
  nChanged 128
		SP:Iteration 3F (15741.420000 sec): 3 clusters
  Score: Raw -155028.187195 + Penalty 2492.130455 = -152536.056739
  nChanged 110
		SP:Iteration 4F (15741.590000 sec): 3 clusters
  Score: Raw -155130.609764 + Penalty 2492.130455 = -152638.479309
  nChanged 81
		SP:Iteration 5Q (15741.790000 sec): 3 clusters
  Score: Raw -155206.250198 + Penalty 2492.130455 = -152714.119742
  nChanged 78
		SP:Iteration 6Q (15741.920000 sec): 3 clusters
  Score: Raw -155278.752150 + Penalty 2492.130455 = -152786.621694
  nChanged 70
		SP:Iteration 7Q (15742.100000 sec): 3 clusters
  Score: Raw -155351.331828 + Penalty 2492.130455 = -152859.201373
  nChanged 67
		SP:Iteration 8Q (15742.290000 sec): 3 clusters
  Score: Raw -155406.993996 + Penalty 2492.130455 = -152914.863541
  nChanged 56
		SP:Iteration 9Q (15742.450000 sec): 3 clusters
  Score: Raw -155451.243706 + Penalty 2492.130455 = -152959.113251
  nChanged 40
		SP:Iteration 10Q (15742.630000 sec): 3 clusters
  Score: Raw -155482.883170 + Penalty 2492.130455 = -152990.752714
  nChanged 37
		SP:Iteration 11Q (15742.800000 sec): 3 clusters
  Score: Raw -155510.450347 + Penalty 2492.130455 = -153018.319892
  nChanged 28
		SP:Iteration 12Q (15743.000000 sec): 3 clusters
  Score: Raw -155528.633769 + Penalty 2492.130455 = -153036.503314
  nChanged 19
		SP:Iteration 13Q (15743.180000 sec): 3 clusters
  Score: Raw -155538.112707 + Penalty 2492.130455 = -153045.982252
  nChanged 7
		SP:Iteration 14Q (15743.380000 sec): 3 clusters
  Score: Raw -155541.509105 + Penalty 2492.130455 = -153049.378650
  nChanged 7
		SP:Iteration 15Q (15743.570000 sec): 3 clusters
  Score: Raw -155544.276214 + Penalty 2492.130455 = -153052.145759
  nChanged 9
		SP:Iteration 16Q (15743.790000 sec): 3 clusters
  Score: Raw -155550.035472 + Penalty 2492.130455 = -153057.905017
  nChanged 7
		SP:Iteration 17Q (15743.940000 sec): 3 clusters
  Score: Raw -155553.195989 + Penalty 2492.130455 = -153061.065533
  nChanged 7
		SP:Iteration 18Q (15744.160000 sec): 3 clusters
  Score: Raw -155558.645043 + Penalty 2492.130455 = -153066.514587
  nChanged 10
		SP:Iteration 19Q (15744.310000 sec): 3 clusters
  Score: Raw -155564.382255 + Penalty 2492.130455 = -153072.251799
  nChanged 8
		SP:Iteration 20F (15744.510000 sec): 3 clusters
  Score: Raw -155570.783466 + Penalty 2492.130455 = -153078.653010
  nChanged 7
		SP:Iteration 21Q (15744.670000 sec): 3 clusters
  Score: Raw -155575.319029 + Penalty 2492.130455 = -153083.188573
  nChanged 7
		SP:Iteration 22Q (15744.820000 sec): 3 clusters
  Score: Raw -155579.301060 + Penalty 2492.130455 = -153087.170605
  nChanged 7
		SP:Iteration 23Q (15745.040000 sec): 3 clusters
  Score: Raw -155583.834615 + Penalty 2492.130455 = -153091.704160
  nChanged 5
		SP:Iteration 24Q (15745.250000 sec): 3 clusters
  Score: Raw -155585.980100 + Penalty 2492.130455 = -153093.849645
  nChanged 4
		SP:Iteration 25Q (15745.420000 sec): 3 clusters
  Score: Raw -155588.617357 + Penalty 2492.130455 = -153096.486902
  nChanged 1
		SP:Iteration 26Q (15745.550000 sec): 3 clusters
  Score: Raw -155589.391029 + Penalty 2492.130455 = -153097.260574
  nChanged 1
		SP:Iteration 27Q (15745.740000 sec): 3 clusters
  Score: Raw -155589.778609 + Penalty 2492.130455 = -153097.648154
  nChanged 0
		SP:Iteration 28F (15745.930000 sec): 3 clusters
  Score: Raw -155589.778609 + Penalty 2492.130455 = -153097.648154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15746.000000 sec): 2 clusters
  Score: Raw -102102.666626 + Penalty 1166.761355 = -100935.905271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15746.200000 sec): 3 clusters
  Score: Raw -101604.901785 + Penalty 2333.522709 = -99271.379076
  nChanged 415
		SP:Iteration 1F (15746.380000 sec): 3 clusters
  Score: Raw -101924.745150 + Penalty 2333.522709 = -99591.222441
  nChanged 89
		SP:Iteration 2F (15746.590000 sec): 3 clusters
  Score: Raw -101987.890895 + Penalty 2333.522709 = -99654.368185
  nChanged 48
		SP:Iteration 3Q (15746.770000 sec): 3 clusters
  Score: Raw -102036.683177 + Penalty 2333.522709 = -99703.160467
  nChanged 39
		SP:Iteration 4Q (15746.960000 sec): 3 clusters
  Score: Raw -102067.439851 + Penalty 2333.522709 = -99733.917142
  nChanged 28
		SP:Iteration 5Q (15747.210000 sec): 3 clusters
  Score: Raw -102086.220693 + Penalty 2333.522709 = -99752.697984
  nChanged 17
		SP:Iteration 6Q (15747.390000 sec): 3 clusters
  Score: Raw -102094.570570 + Penalty 2333.522709 = -99761.047861
  nChanged 10
		SP:Iteration 7Q (15747.580000 sec): 3 clusters
  Score: Raw -102099.722385 + Penalty 2333.522709 = -99766.199675
  nChanged 8
		SP:Iteration 8Q (15747.750000 sec): 3 clusters
  Score: Raw -102104.156584 + Penalty 2333.522709 = -99770.633875
  nChanged 6
		SP:Iteration 9Q (15747.940000 sec): 3 clusters
  Score: Raw -102109.566921 + Penalty 2333.522709 = -99776.044212
  nChanged 8
		SP:Iteration 10Q (15748.140000 sec): 3 clusters
  Score: Raw -102113.839193 + Penalty 2333.522709 = -99780.316484
  nChanged 2
		SP:Iteration 11Q (15748.330000 sec): 3 clusters
  Score: Raw -102115.306415 + Penalty 2333.522709 = -99781.783706
  nChanged 3
		SP:Iteration 12Q (15748.510000 sec): 3 clusters
  Score: Raw -102117.718212 + Penalty 2333.522709 = -99784.195503
  nChanged 5
		SP:Iteration 13Q (15748.690000 sec): 3 clusters
  Score: Raw -102122.739595 + Penalty 2333.522709 = -99789.216886
  nChanged 4
		SP:Iteration 14Q (15748.840000 sec): 3 clusters
  Score: Raw -102125.463087 + Penalty 2333.522709 = -99791.940378
  nChanged 5
		SP:Iteration 15Q (15749.050000 sec): 3 clusters
  Score: Raw -102128.810879 + Penalty 2333.522709 = -99795.288170
  nChanged 2
		SP:Iteration 16Q (15749.260000 sec): 3 clusters
  Score: Raw -102129.478316 + Penalty 2333.522709 = -99795.955607
  nChanged 0
		SP:Iteration 17F (15749.390000 sec): 3 clusters
  Score: Raw -102129.478316 + Penalty 2333.522709 = -99795.955607
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 96 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15749.500000 sec): 2 clusters
  Score: Raw -219110.327296 + Penalty 1280.569281 = -217829.758015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15749.730000 sec): 3 clusters
  Score: Raw -217936.599333 + Penalty 2561.138562 = -215375.460771
  nChanged 930
		SP:Iteration 1F (15749.900000 sec): 3 clusters
  Score: Raw -218465.168874 + Penalty 2561.138562 = -215904.030312
  nChanged 194
		SP:Iteration 2F (15750.090000 sec): 3 clusters
  Score: Raw -218591.327581 + Penalty 2561.138562 = -216030.189019
  nChanged 131
		SP:Iteration 3Q (15750.300000 sec): 3 clusters
  Score: Raw -218665.597707 + Penalty 2561.138562 = -216104.459146
  nChanged 92
		SP:Iteration 4Q (15750.500000 sec): 3 clusters
  Score: Raw -218718.199746 + Penalty 2561.138562 = -216157.061184
  nChanged 54
		SP:Iteration 5Q (15750.710000 sec): 3 clusters
  Score: Raw -218750.198017 + Penalty 2561.138562 = -216189.059455
  nChanged 55
		SP:Iteration 6Q (15750.900000 sec): 3 clusters
  Score: Raw -218784.355507 + Penalty 2561.138562 = -216223.216945
  nChanged 50
		SP:Iteration 7Q (15751.060000 sec): 3 clusters
  Score: Raw -218808.465665 + Penalty 2561.138562 = -216247.327103
  nChanged 38
		SP:Iteration 8Q (15751.250000 sec): 3 clusters
  Score: Raw -218824.599684 + Penalty 2561.138562 = -216263.461122
  nChanged 34
		SP:Iteration 9Q (15751.450000 sec): 3 clusters
  Score: Raw -218842.906187 + Penalty 2561.138562 = -216281.767625
  nChanged 44
		SP:Iteration 10Q (15751.640000 sec): 3 clusters
  Score: Raw -218864.023493 + Penalty 2561.138562 = -216302.884931
  nChanged 44
		SP:Iteration 11Q (15751.840000 sec): 3 clusters
  Score: Raw -218888.172222 + Penalty 2561.138562 = -216327.033660
  nChanged 56
		SP:Iteration 12Q (15752.000000 sec): 3 clusters
  Score: Raw -218917.798809 + Penalty 2561.138562 = -216356.660247
  nChanged 46
		SP:Iteration 13Q (15752.190000 sec): 3 clusters
  Score: Raw -218946.363484 + Penalty 2561.138562 = -216385.224922
  nChanged 55
		SP:Iteration 14Q (15752.420000 sec): 3 clusters
  Score: Raw -218985.129288 + Penalty 2561.138562 = -216423.990726
  nChanged 61
		SP:Iteration 15Q (15752.560000 sec): 3 clusters
  Score: Raw -219024.056328 + Penalty 2561.138562 = -216462.917766
  nChanged 53
		SP:Iteration 16Q (15752.780000 sec): 3 clusters
  Score: Raw -219055.316748 + Penalty 2561.138562 = -216494.178186
  nChanged 51
		SP:Iteration 17Q (15752.940000 sec): 3 clusters
  Score: Raw -219084.750090 + Penalty 2561.138562 = -216523.611528
  nChanged 62
		SP:Iteration 18Q (15753.140000 sec): 3 clusters
  Score: Raw -219125.417647 + Penalty 2561.138562 = -216564.279085
  nChanged 57
		SP:Iteration 19Q (15753.340000 sec): 3 clusters
  Score: Raw -219167.564717 + Penalty 2561.138562 = -216606.426155
  nChanged 51
		SP:Iteration 20F (15753.520000 sec): 3 clusters
  Score: Raw -219213.293393 + Penalty 2561.138562 = -216652.154831
  nChanged 49
		SP:Iteration 21Q (15753.730000 sec): 3 clusters
  Score: Raw -219251.864298 + Penalty 2561.138562 = -216690.725736
  nChanged 55
		SP:Iteration 22Q (15753.920000 sec): 3 clusters
  Score: Raw -219290.653855 + Penalty 2561.138562 = -216729.515293
  nChanged 36
		SP:Iteration 23Q (15754.090000 sec): 3 clusters
  Score: Raw -219321.944198 + Penalty 2561.138562 = -216760.805636
  nChanged 35
		SP:Iteration 24Q (15754.300000 sec): 3 clusters
  Score: Raw -219351.390136 + Penalty 2561.138562 = -216790.251574
  nChanged 24
		SP:Iteration 25Q (15754.460000 sec): 3 clusters
  Score: Raw -219366.762289 + Penalty 2561.138562 = -216805.623727
  nChanged 18
		SP:Iteration 26Q (15754.630000 sec): 3 clusters
  Score: Raw -219375.947959 + Penalty 2561.138562 = -216814.809397
  nChanged 11
		SP:Iteration 27Q (15754.820000 sec): 3 clusters
  Score: Raw -219381.691334 + Penalty 2561.138562 = -216820.552772
  nChanged 8
		SP:Iteration 28Q (15754.980000 sec): 3 clusters
  Score: Raw -219385.992627 + Penalty 2561.138562 = -216824.854065
  nChanged 5
		SP:Iteration 29Q (15755.140000 sec): 3 clusters
  Score: Raw -219388.354566 + Penalty 2561.138562 = -216827.216004
  nChanged 5
		SP:Iteration 30Q (15755.330000 sec): 3 clusters
  Score: Raw -219389.798318 + Penalty 2561.138562 = -216828.659756
  nChanged 3
		SP:Iteration 31Q (15755.550000 sec): 3 clusters
  Score: Raw -219390.705058 + Penalty 2561.138562 = -216829.566496
  nChanged 2
		SP:Iteration 32Q (15755.790000 sec): 3 clusters
  Score: Raw -219391.652938 + Penalty 2561.138562 = -216830.514376
  nChanged 1
		SP:Iteration 33Q (15755.970000 sec): 3 clusters
  Score: Raw -219391.988705 + Penalty 2561.138562 = -216830.850143
  nChanged 0
		SP:Iteration 34F (15756.200000 sec): 3 clusters
  Score: Raw -219391.988705 + Penalty 2561.138562 = -216830.850143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 97 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15756.290000 sec): 2 clusters
  Score: Raw -47679.502165 + Penalty 1039.230010 = -46640.272155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15756.470000 sec): 3 clusters
  Score: Raw -47571.334187 + Penalty 2078.460019 = -45492.874168
  nChanged 146
		SP:Iteration 1F (15756.620000 sec): 3 clusters
  Score: Raw -47739.468195 + Penalty 2078.460019 = -45661.008176
  nChanged 35
		SP:Iteration 2F (15756.860000 sec): 3 clusters
  Score: Raw -47796.359195 + Penalty 2078.460019 = -45717.899176
  nChanged 18
		SP:Iteration 3Q (15757.000000 sec): 3 clusters
  Score: Raw -47825.002282 + Penalty 2078.460019 = -45746.542263
  nChanged 16
		SP:Iteration 4Q (15757.240000 sec): 3 clusters
  Score: Raw -47871.507620 + Penalty 2078.460019 = -45793.047600
  nChanged 24
		SP:Iteration 5Q (15757.430000 sec): 3 clusters
  Score: Raw -48156.942736 + Penalty 2078.460019 = -46078.482717
  nChanged 45
		SP:Iteration 6F (15757.600000 sec): 3 clusters
  Score: Raw -48330.719743 + Penalty 2078.460019 = -46252.259724
  nChanged 44
		SP:Iteration 7F (15757.710000 sec): 3 clusters
  Score: Raw -48435.822174 + Penalty 2078.460019 = -46357.362155
  nChanged 35
		SP:Iteration 8F (15757.890000 sec): 3 clusters
  Score: Raw -48529.447473 + Penalty 2078.460019 = -46450.987454
  nChanged 29
		SP:Iteration 9Q (15758.100000 sec): 3 clusters
  Score: Raw -48595.790259 + Penalty 2078.460019 = -46517.330239
  nChanged 13
		SP:Iteration 10Q (15758.260000 sec): 3 clusters
  Score: Raw -48626.179547 + Penalty 2078.460019 = -46547.719528
  nChanged 7
		SP:Iteration 11Q (15758.410000 sec): 3 clusters
  Score: Raw -48643.155958 + Penalty 2078.460019 = -46564.695939
  nChanged 3
		SP:Iteration 12Q (15758.540000 sec): 3 clusters
  Score: Raw -48647.654073 + Penalty 2078.460019 = -46569.194053
  nChanged 0
		SP:Iteration 13F (15758.720000 sec): 3 clusters
  Score: Raw -48647.654073 + Penalty 2078.460019 = -46569.194053
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 98 (945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15758.840000 sec): 2 clusters
  Score: Raw -73574.512632 + Penalty 1113.317551 = -72461.195082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15759.000000 sec): 3 clusters
  Score: Raw -73288.211254 + Penalty 2226.635101 = -71061.576153
  nChanged 271
		SP:Iteration 1F (15759.170000 sec): 3 clusters
  Score: Raw -73528.241666 + Penalty 2226.635101 = -71301.606565
  nChanged 71
		SP:Iteration 2F (15759.380000 sec): 3 clusters
  Score: Raw -73607.761598 + Penalty 2226.635101 = -71381.126497
  nChanged 33
		SP:Iteration 3Q (15759.580000 sec): 3 clusters
  Score: Raw -73644.287277 + Penalty 2226.635101 = -71417.652175
  nChanged 22
		SP:Iteration 4Q (15759.760000 sec): 3 clusters
  Score: Raw -73666.284776 + Penalty 2226.635101 = -71439.649674
  nChanged 17
		SP:Iteration 5Q (15759.910000 sec): 3 clusters
  Score: Raw -73690.434721 + Penalty 2226.635101 = -71463.799619
  nChanged 19
		SP:Iteration 6Q (15760.080000 sec): 3 clusters
  Score: Raw -73704.969086 + Penalty 2226.635101 = -71478.333985
  nChanged 11
		SP:Iteration 7Q (15760.260000 sec): 3 clusters
  Score: Raw -73712.601491 + Penalty 2226.635101 = -71485.966390
  nChanged 8
		SP:Iteration 8Q (15760.430000 sec): 3 clusters
  Score: Raw -73723.309740 + Penalty 2226.635101 = -71496.674639
  nChanged 9
		SP:Iteration 9Q (15760.640000 sec): 3 clusters
  Score: Raw -73736.582317 + Penalty 2226.635101 = -71509.947216
  nChanged 15
		SP:Iteration 10Q (15760.760000 sec): 3 clusters
  Score: Raw -73759.725199 + Penalty 2226.635101 = -71533.090097
  nChanged 16
		SP:Iteration 11Q (15760.920000 sec): 3 clusters
  Score: Raw -73786.241402 + Penalty 2226.635101 = -71559.606300
  nChanged 8
		SP:Iteration 12Q (15761.160000 sec): 3 clusters
  Score: Raw -73792.861407 + Penalty 2226.635101 = -71566.226306
  nChanged 3
		SP:Iteration 13Q (15761.330000 sec): 3 clusters
  Score: Raw -73794.967088 + Penalty 2226.635101 = -71568.331987
  nChanged 5
		SP:Iteration 14Q (15761.540000 sec): 3 clusters
  Score: Raw -73802.594130 + Penalty 2226.635101 = -71575.959029
  nChanged 8
		SP:Iteration 15Q (15761.690000 sec): 3 clusters
  Score: Raw -73811.128627 + Penalty 2226.635101 = -71584.493525
  nChanged 4
		SP:Iteration 16Q (15761.900000 sec): 3 clusters
  Score: Raw -73816.305955 + Penalty 2226.635101 = -71589.670854
  nChanged 6
		SP:Iteration 17Q (15762.100000 sec): 3 clusters
  Score: Raw -73820.745901 + Penalty 2226.635101 = -71594.110800
  nChanged 3
		SP:Iteration 18Q (15762.310000 sec): 3 clusters
  Score: Raw -73822.350869 + Penalty 2226.635101 = -71595.715767
  nChanged 4
		SP:Iteration 19Q (15762.540000 sec): 3 clusters
  Score: Raw -73827.830824 + Penalty 2226.635101 = -71601.195723
  nChanged 4
		SP:Iteration 20F (15762.720000 sec): 3 clusters
  Score: Raw -73831.223626 + Penalty 2226.635101 = -71604.588524
  nChanged 4
		SP:Iteration 21Q (15762.910000 sec): 3 clusters
  Score: Raw -73835.440512 + Penalty 2226.635101 = -71608.805410
  nChanged 0
		SP:Iteration 22F (15763.090000 sec): 3 clusters
  Score: Raw -73835.440512 + Penalty 2226.635101 = -71608.805410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 99 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15763.180000 sec): 2 clusters
  Score: Raw -14026.536054 + Penalty 843.855488 = -13182.680565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15763.350000 sec): 3 clusters
  Score: Raw -14128.659027 + Penalty 1687.710977 = -12440.948050
  nChanged 18
		SP:Iteration 1F (15763.560000 sec): 3 clusters
  Score: Raw -14188.666525 + Penalty 1687.710977 = -12500.955548
  nChanged 5
		SP:Iteration 2Q (15763.690000 sec): 3 clusters
  Score: Raw -14207.842754 + Penalty 1687.710977 = -12520.131777
  nChanged 0
		SP:Iteration 3F (15763.850000 sec): 3 clusters
  Score: Raw -14207.842754 + Penalty 1687.710977 = -12520.131777
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 100 (2941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15763.960000 sec): 2 clusters
  Score: Raw -243578.546560 + Penalty 1297.807053 = -242280.739507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15764.140000 sec): 3 clusters
  Score: Raw -242203.673285 + Penalty 2595.614105 = -239608.059180
  nChanged 1075
		SP:Iteration 1F (15764.340000 sec): 3 clusters
  Score: Raw -242837.507773 + Penalty 2595.614105 = -240241.893667
  nChanged 236
		SP:Iteration 2F (15764.510000 sec): 3 clusters
  Score: Raw -242970.565630 + Penalty 2595.614105 = -240374.951525
  nChanged 131
		SP:Iteration 3Q (15764.710000 sec): 3 clusters
  Score: Raw -243058.040918 + Penalty 2595.614105 = -240462.426813
  nChanged 123
		SP:Iteration 4Q (15764.900000 sec): 3 clusters
  Score: Raw -243128.600975 + Penalty 2595.614105 = -240532.986870
  nChanged 107
		SP:Iteration 5Q (15765.150000 sec): 3 clusters
  Score: Raw -243199.163281 + Penalty 2595.614105 = -240603.549176
  nChanged 103
		SP:Iteration 6Q (15765.290000 sec): 3 clusters
  Score: Raw -243264.724309 + Penalty 2595.614105 = -240669.110204
  nChanged 108
		SP:Iteration 7Q (15765.480000 sec): 3 clusters
  Score: Raw -243334.739556 + Penalty 2595.614105 = -240739.125451
  nChanged 98
		SP:Iteration 8Q (15765.640000 sec): 3 clusters
  Score: Raw -243402.481120 + Penalty 2595.614105 = -240806.867015
  nChanged 80
		SP:Iteration 9Q (15765.820000 sec): 3 clusters
  Score: Raw -243459.625068 + Penalty 2595.614105 = -240864.010963
  nChanged 85
		SP:Iteration 10Q (15766.050000 sec): 3 clusters
  Score: Raw -243529.068359 + Penalty 2595.614105 = -240933.454254
  nChanged 74
		SP:Iteration 11Q (15766.170000 sec): 3 clusters
  Score: Raw -243571.513141 + Penalty 2595.614105 = -240975.899036
  nChanged 59
		SP:Iteration 12Q (15766.330000 sec): 3 clusters
  Score: Raw -243607.030023 + Penalty 2595.614105 = -241011.415918
  nChanged 56
		SP:Iteration 13Q (15766.470000 sec): 3 clusters
  Score: Raw -243639.514113 + Penalty 2595.614105 = -241043.900008
  nChanged 55
		SP:Iteration 14Q (15766.660000 sec): 3 clusters
  Score: Raw -243669.899892 + Penalty 2595.614105 = -241074.285787
  nChanged 53
		SP:Iteration 15Q (15766.860000 sec): 3 clusters
  Score: Raw -243694.870361 + Penalty 2595.614105 = -241099.256256
  nChanged 46
		SP:Iteration 16Q (15767.080000 sec): 3 clusters
  Score: Raw -243714.821874 + Penalty 2595.614105 = -241119.207769
  nChanged 31
		SP:Iteration 17Q (15767.190000 sec): 3 clusters
  Score: Raw -243726.563826 + Penalty 2595.614105 = -241130.949721
  nChanged 27
		SP:Iteration 18Q (15767.340000 sec): 3 clusters
  Score: Raw -243736.448882 + Penalty 2595.614105 = -241140.834777
  nChanged 21
		SP:Iteration 19Q (15767.540000 sec): 3 clusters
  Score: Raw -243742.513768 + Penalty 2595.614105 = -241146.899663
  nChanged 11
		SP:Iteration 20F (15767.660000 sec): 3 clusters
  Score: Raw -243746.124669 + Penalty 2595.614105 = -241150.510564
  nChanged 8
		SP:Iteration 21Q (15767.830000 sec): 3 clusters
  Score: Raw -243749.663878 + Penalty 2595.614105 = -241154.049773
  nChanged 4
		SP:Iteration 22Q (15767.990000 sec): 3 clusters
  Score: Raw -243750.825145 + Penalty 2595.614105 = -241155.211040
  nChanged 2
		SP:Iteration 23Q (15768.130000 sec): 3 clusters
  Score: Raw -243751.920185 + Penalty 2595.614105 = -241156.306080
  nChanged 3
		SP:Iteration 24Q (15768.310000 sec): 3 clusters
  Score: Raw -243753.061122 + Penalty 2595.614105 = -241157.447017
  nChanged 2
		SP:Iteration 25Q (15768.470000 sec): 3 clusters
  Score: Raw -243753.764285 + Penalty 2595.614105 = -241158.150180
  nChanged 2
		SP:Iteration 26Q (15768.680000 sec): 3 clusters
  Score: Raw -243754.119475 + Penalty 2595.614105 = -241158.505370
  nChanged 2
		SP:Iteration 27Q (15768.820000 sec): 3 clusters
  Score: Raw -243754.445779 + Penalty 2595.614105 = -241158.831674
  nChanged 2
		SP:Iteration 28Q (15769.000000 sec): 3 clusters
  Score: Raw -243755.129445 + Penalty 2595.614105 = -241159.515340
  nChanged 6
		SP:Iteration 29Q (15769.190000 sec): 3 clusters
  Score: Raw -243757.485495 + Penalty 2595.614105 = -241161.871390
  nChanged 5
		SP:Iteration 30Q (15769.360000 sec): 3 clusters
  Score: Raw -243758.911018 + Penalty 2595.614105 = -241163.296913
  nChanged 4
		SP:Iteration 31Q (15769.510000 sec): 3 clusters
  Score: Raw -243760.236513 + Penalty 2595.614105 = -241164.622408
  nChanged 5
		SP:Iteration 32Q (15769.690000 sec): 3 clusters
  Score: Raw -243762.173106 + Penalty 2595.614105 = -241166.559001
  nChanged 3
		SP:Iteration 33Q (15769.860000 sec): 3 clusters
  Score: Raw -243763.418881 + Penalty 2595.614105 = -241167.804776
  nChanged 3
		SP:Iteration 34Q (15770.040000 sec): 3 clusters
  Score: Raw -243764.506435 + Penalty 2595.614105 = -241168.892330
  nChanged 2
		SP:Iteration 35Q (15770.200000 sec): 3 clusters
  Score: Raw -243765.415434 + Penalty 2595.614105 = -241169.801329
  nChanged 2
		SP:Iteration 36Q (15770.350000 sec): 3 clusters
  Score: Raw -243765.837590 + Penalty 2595.614105 = -241170.223485
  nChanged 1
		SP:Iteration 37Q (15770.520000 sec): 3 clusters
  Score: Raw -243766.393956 + Penalty 2595.614105 = -241170.779851
  nChanged 2
		SP:Iteration 38Q (15770.700000 sec): 3 clusters
  Score: Raw -243767.278256 + Penalty 2595.614105 = -241171.664151
  nChanged 3
		SP:Iteration 39Q (15770.880000 sec): 3 clusters
  Score: Raw -243768.038565 + Penalty 2595.614105 = -241172.424460
  nChanged 3
		SP:Iteration 40F (15771.120000 sec): 3 clusters
  Score: Raw -243769.370135 + Penalty 2595.614105 = -241173.756030
  nChanged 3
		SP:Iteration 41Q (15771.270000 sec): 3 clusters
  Score: Raw -243769.944455 + Penalty 2595.614105 = -241174.330350
  nChanged 2
		SP:Iteration 42Q (15771.440000 sec): 3 clusters
  Score: Raw -243770.355100 + Penalty 2595.614105 = -241174.740995
  nChanged 2
		SP:Iteration 43Q (15771.690000 sec): 3 clusters
  Score: Raw -243771.014302 + Penalty 2595.614105 = -241175.400197
  nChanged 2
		SP:Iteration 44Q (15771.860000 sec): 3 clusters
  Score: Raw -243772.706503 + Penalty 2595.614105 = -241177.092398
  nChanged 5
		SP:Iteration 45Q (15772.040000 sec): 3 clusters
  Score: Raw -243775.053033 + Penalty 2595.614105 = -241179.438928
  nChanged 5
		SP:Iteration 46Q (15772.230000 sec): 3 clusters
  Score: Raw -243777.807247 + Penalty 2595.614105 = -241182.193142
  nChanged 6
		SP:Iteration 47Q (15772.420000 sec): 3 clusters
  Score: Raw -243780.264799 + Penalty 2595.614105 = -241184.650694
  nChanged 2
		SP:Iteration 48Q (15772.580000 sec): 3 clusters
  Score: Raw -243782.027572 + Penalty 2595.614105 = -241186.413467
  nChanged 5
		SP:Iteration 49Q (15772.750000 sec): 3 clusters
  Score: Raw -243783.634419 + Penalty 2595.614105 = -241188.020314
  nChanged 3
		SP:Iteration 50Q (15772.920000 sec): 3 clusters
  Score: Raw -243784.839431 + Penalty 2595.614105 = -241189.225326
  nChanged 2
		SP:Iteration 51Q (15773.140000 sec): 3 clusters
  Score: Raw -243785.270931 + Penalty 2595.614105 = -241189.656826
  nChanged 0
		SP:Iteration 52F (15773.350000 sec): 3 clusters
  Score: Raw -243785.270931 + Penalty 2595.614105 = -241189.656826
  nChanged 0
Iteration 291F (15858.760000 sec): 103 clusters
  Score: Raw -34902910.707484 + Penalty 215858.830890 = -34687051.876594
  nChanged 937
Iteration 292F (15953.940000 sec): 103 clusters
  Score: Raw -34903258.908186 + Penalty 215858.830890 = -34687400.077296
  nChanged 477
Iteration 293Q (16011.430000 sec): 103 clusters
  Score: Raw -34903418.976990 + Penalty 215858.830890 = -34687560.146100
  nChanged 365
Iteration 294Q (16069.640000 sec): 103 clusters
  Score: Raw -34903528.178550 + Penalty 215858.830890 = -34687669.347660
  nChanged 328
Iteration 295Q (16124.620000 sec): 103 clusters
  Score: Raw -34903620.429069 + Penalty 215858.830890 = -34687761.598178
  nChanged 300
Iteration 296Q (16176.820000 sec): 103 clusters
  Score: Raw -34903695.316956 + Penalty 215858.830890 = -34687836.486066
  nChanged 247
Iteration 297Q (16227.850000 sec): 103 clusters
  Score: Raw -34903755.257052 + Penalty 215858.830890 = -34687896.426162
  nChanged 199
Iteration 298Q (16286.320000 sec): 103 clusters
  Score: Raw -34903795.873749 + Penalty 215858.830890 = -34687937.042859
  nChanged 165
Writing temp clu file 
Because OldScore, -34687896.426162, is greater than current (better) Score,-34687937.042859 
 Compute initial score before splitting:   Score: Raw -34903795.873749 + Penalty 215858.830890 = -34687937.042859
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16286.490000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16286.700000 sec): 3 clusters
  Score: Raw -110699.506307 + Penalty 2345.430583 = -108354.075723
  nChanged 436
		SP:Iteration 1F (16286.850000 sec): 3 clusters
  Score: Raw -111050.385886 + Penalty 2345.430583 = -108704.955303
  nChanged 128
		SP:Iteration 2F (16287.050000 sec): 3 clusters
  Score: Raw -111246.356276 + Penalty 2345.430583 = -108900.925693
  nChanged 98
		SP:Iteration 3F (16287.210000 sec): 3 clusters
  Score: Raw -111383.669565 + Penalty 2345.430583 = -109038.238982
  nChanged 69
		SP:Iteration 4F (16287.430000 sec): 3 clusters
  Score: Raw -111478.559684 + Penalty 2345.430583 = -109133.129100
  nChanged 39
		SP:Iteration 5Q (16287.600000 sec): 3 clusters
  Score: Raw -111531.437537 + Penalty 2345.430583 = -109186.006954
  nChanged 29
		SP:Iteration 6Q (16287.770000 sec): 3 clusters
  Score: Raw -111566.945529 + Penalty 2345.430583 = -109221.514946
  nChanged 25
		SP:Iteration 7Q (16287.930000 sec): 3 clusters
  Score: Raw -111599.137691 + Penalty 2345.430583 = -109253.707108
  nChanged 20
		SP:Iteration 8Q (16288.110000 sec): 3 clusters
  Score: Raw -111619.753844 + Penalty 2345.430583 = -109274.323261
  nChanged 9
		SP:Iteration 9Q (16288.270000 sec): 3 clusters
  Score: Raw -111627.570950 + Penalty 2345.430583 = -109282.140367
  nChanged 9
		SP:Iteration 10Q (16288.470000 sec): 3 clusters
  Score: Raw -111634.722425 + Penalty 2345.430583 = -109289.291842
  nChanged 7
		SP:Iteration 11Q (16288.630000 sec): 3 clusters
  Score: Raw -111641.183128 + Penalty 2345.430583 = -109295.752545
  nChanged 4
		SP:Iteration 12Q (16288.800000 sec): 3 clusters
  Score: Raw -111645.604895 + Penalty 2345.430583 = -109300.174312
  nChanged 3
		SP:Iteration 13Q (16288.990000 sec): 3 clusters
  Score: Raw -111649.426060 + Penalty 2345.430583 = -109303.995477
  nChanged 3
		SP:Iteration 14Q (16289.170000 sec): 3 clusters
  Score: Raw -111651.527259 + Penalty 2345.430583 = -109306.096676
  nChanged 5
		SP:Iteration 15Q (16289.320000 sec): 3 clusters
  Score: Raw -111655.980155 + Penalty 2345.430583 = -109310.549572
  nChanged 2
		SP:Iteration 16Q (16289.500000 sec): 3 clusters
  Score: Raw -111657.788762 + Penalty 2345.430583 = -109312.358179
  nChanged 4
		SP:Iteration 17Q (16289.670000 sec): 3 clusters
  Score: Raw -111660.807616 + Penalty 2345.430583 = -109315.377033
  nChanged 2
		SP:Iteration 18Q (16289.850000 sec): 3 clusters
  Score: Raw -111661.299760 + Penalty 2345.430583 = -109315.869177
  nChanged 2
		SP:Iteration 19Q (16290.040000 sec): 3 clusters
  Score: Raw -111662.858042 + Penalty 2345.430583 = -109317.427459
  nChanged 1
		SP:Iteration 20F (16290.210000 sec): 3 clusters
  Score: Raw -111663.192681 + Penalty 2345.430583 = -109317.762098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16290.300000 sec): 2 clusters
  Score: Raw -228735.441577 + Penalty 1287.131573 = -227448.310004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16290.470000 sec): 3 clusters
  Score: Raw -227468.940192 + Penalty 2574.263146 = -224894.677046
  nChanged 1048
		SP:Iteration 1F (16290.630000 sec): 3 clusters
  Score: Raw -228072.242322 + Penalty 2574.263146 = -225497.979177
  nChanged 236
		SP:Iteration 2F (16290.790000 sec): 3 clusters
  Score: Raw -228231.642037 + Penalty 2574.263146 = -225657.378891
  nChanged 152
		SP:Iteration 3F (16290.970000 sec): 3 clusters
  Score: Raw -228320.984356 + Penalty 2574.263146 = -225746.721210
  nChanged 102
		SP:Iteration 4Q (16291.160000 sec): 3 clusters
  Score: Raw -228380.865336 + Penalty 2574.263146 = -225806.602191
  nChanged 81
		SP:Iteration 5Q (16291.320000 sec): 3 clusters
  Score: Raw -228421.032656 + Penalty 2574.263146 = -225846.769510
  nChanged 60
		SP:Iteration 6Q (16291.470000 sec): 3 clusters
  Score: Raw -228455.582188 + Penalty 2574.263146 = -225881.319042
  nChanged 51
		SP:Iteration 7Q (16291.670000 sec): 3 clusters
  Score: Raw -228483.100474 + Penalty 2574.263146 = -225908.837328
  nChanged 66
		SP:Iteration 8Q (16291.840000 sec): 3 clusters
  Score: Raw -228524.244295 + Penalty 2574.263146 = -225949.981149
  nChanged 72
		SP:Iteration 9Q (16292.020000 sec): 3 clusters
  Score: Raw -228567.844001 + Penalty 2574.263146 = -225993.580855
  nChanged 70
		SP:Iteration 10Q (16292.230000 sec): 3 clusters
  Score: Raw -228609.725396 + Penalty 2574.263146 = -226035.462250
  nChanged 88
		SP:Iteration 11Q (16292.430000 sec): 3 clusters
  Score: Raw -228671.112649 + Penalty 2574.263146 = -226096.849503
  nChanged 92
		SP:Iteration 12Q (16292.600000 sec): 3 clusters
  Score: Raw -228738.683466 + Penalty 2574.263146 = -226164.420320
  nChanged 93
		SP:Iteration 13Q (16292.800000 sec): 3 clusters
  Score: Raw -228817.039429 + Penalty 2574.263146 = -226242.776283
  nChanged 90
		SP:Iteration 14Q (16292.970000 sec): 3 clusters
  Score: Raw -228907.089801 + Penalty 2574.263146 = -226332.826656
  nChanged 100
		SP:Iteration 15Q (16293.130000 sec): 3 clusters
  Score: Raw -228988.166449 + Penalty 2574.263146 = -226413.903304
  nChanged 72
		SP:Iteration 16Q (16293.280000 sec): 3 clusters
  Score: Raw -229040.865119 + Penalty 2574.263146 = -226466.601973
  nChanged 58
		SP:Iteration 17Q (16293.440000 sec): 3 clusters
  Score: Raw -229076.852382 + Penalty 2574.263146 = -226502.589236
  nChanged 30
		SP:Iteration 18Q (16293.610000 sec): 3 clusters
  Score: Raw -229096.890909 + Penalty 2574.263146 = -226522.627764
  nChanged 29
		SP:Iteration 19Q (16293.770000 sec): 3 clusters
  Score: Raw -229113.988720 + Penalty 2574.263146 = -226539.725574
  nChanged 26
		SP:Iteration 20F (16293.970000 sec): 3 clusters
  Score: Raw -229132.972692 + Penalty 2574.263146 = -226558.709546
  nChanged 26
		SP:Iteration 21Q (16294.140000 sec): 3 clusters
  Score: Raw -229150.894892 + Penalty 2574.263146 = -226576.631746
  nChanged 18
		SP:Iteration 22Q (16294.350000 sec): 3 clusters
  Score: Raw -229160.733959 + Penalty 2574.263146 = -226586.470814
  nChanged 20
		SP:Iteration 23Q (16294.510000 sec): 3 clusters
  Score: Raw -229172.156625 + Penalty 2574.263146 = -226597.893480
  nChanged 17
		SP:Iteration 24Q (16294.700000 sec): 3 clusters
  Score: Raw -229190.716470 + Penalty 2574.263146 = -226616.453324
  nChanged 25
		SP:Iteration 25Q (16294.890000 sec): 3 clusters
  Score: Raw -229217.454231 + Penalty 2574.263146 = -226643.191085
  nChanged 27
		SP:Iteration 26Q (16295.070000 sec): 3 clusters
  Score: Raw -229234.871169 + Penalty 2574.263146 = -226660.608023
  nChanged 22
		SP:Iteration 27Q (16295.260000 sec): 3 clusters
  Score: Raw -229255.239176 + Penalty 2574.263146 = -226680.976030
  nChanged 27
		SP:Iteration 28Q (16295.440000 sec): 3 clusters
  Score: Raw -229274.168927 + Penalty 2574.263146 = -226699.905781
  nChanged 27
		SP:Iteration 29Q (16295.630000 sec): 3 clusters
  Score: Raw -229290.867427 + Penalty 2574.263146 = -226716.604281
  nChanged 21
		SP:Iteration 30Q (16295.820000 sec): 3 clusters
  Score: Raw -229308.404912 + Penalty 2574.263146 = -226734.141766
  nChanged 23
		SP:Iteration 31Q (16296.000000 sec): 3 clusters
  Score: Raw -229325.685470 + Penalty 2574.263146 = -226751.422325
  nChanged 26
		SP:Iteration 32Q (16296.190000 sec): 3 clusters
  Score: Raw -229341.291339 + Penalty 2574.263146 = -226767.028193
  nChanged 17
		SP:Iteration 33Q (16296.380000 sec): 3 clusters
  Score: Raw -229350.116359 + Penalty 2574.263146 = -226775.853213
  nChanged 21
		SP:Iteration 34Q (16296.580000 sec): 3 clusters
  Score: Raw -229359.360451 + Penalty 2574.263146 = -226785.097305
  nChanged 18
		SP:Iteration 35Q (16296.750000 sec): 3 clusters
  Score: Raw -229368.612310 + Penalty 2574.263146 = -226794.349164
  nChanged 20
		SP:Iteration 36Q (16296.970000 sec): 3 clusters
  Score: Raw -229379.418165 + Penalty 2574.263146 = -226805.155019
  nChanged 24
		SP:Iteration 37Q (16297.140000 sec): 3 clusters
  Score: Raw -229390.623767 + Penalty 2574.263146 = -226816.360621
  nChanged 24
		SP:Iteration 38Q (16297.310000 sec): 3 clusters
  Score: Raw -229406.286650 + Penalty 2574.263146 = -226832.023504
  nChanged 21
		SP:Iteration 39Q (16297.500000 sec): 3 clusters
  Score: Raw -229416.542469 + Penalty 2574.263146 = -226842.279323
  nChanged 16
		SP:Iteration 40F (16297.670000 sec): 3 clusters
  Score: Raw -229422.406331 + Penalty 2574.263146 = -226848.143185
  nChanged 13
		SP:Iteration 41Q (16297.840000 sec): 3 clusters
  Score: Raw -229428.377257 + Penalty 2574.263146 = -226854.114111
  nChanged 12
		SP:Iteration 42Q (16298.000000 sec): 3 clusters
  Score: Raw -229433.192644 + Penalty 2574.263146 = -226858.929498
  nChanged 10
		SP:Iteration 43Q (16298.180000 sec): 3 clusters
  Score: Raw -229438.132953 + Penalty 2574.263146 = -226863.869807
  nChanged 11
		SP:Iteration 44Q (16298.360000 sec): 3 clusters
  Score: Raw -229443.011505 + Penalty 2574.263146 = -226868.748359
  nChanged 8
		SP:Iteration 45Q (16298.540000 sec): 3 clusters
  Score: Raw -229446.371983 + Penalty 2574.263146 = -226872.108837
  nChanged 6
		SP:Iteration 46Q (16298.750000 sec): 3 clusters
  Score: Raw -229448.663929 + Penalty 2574.263146 = -226874.400783
  nChanged 6
		SP:Iteration 47Q (16298.930000 sec): 3 clusters
  Score: Raw -229453.335542 + Penalty 2574.263146 = -226879.072396
  nChanged 9
		SP:Iteration 48Q (16299.080000 sec): 3 clusters
  Score: Raw -229457.766815 + Penalty 2574.263146 = -226883.503669
  nChanged 10
		SP:Iteration 49Q (16299.210000 sec): 3 clusters
  Score: Raw -229461.992922 + Penalty 2574.263146 = -226887.729776
  nChanged 9
		SP:Iteration 50Q (16299.400000 sec): 3 clusters
  Score: Raw -229466.307169 + Penalty 2574.263146 = -226892.044024
  nChanged 9
		SP:Iteration 51Q (16299.580000 sec): 3 clusters
  Score: Raw -229470.819598 + Penalty 2574.263146 = -226896.556453
  nChanged 8
		SP:Iteration 52Q (16299.750000 sec): 3 clusters
  Score: Raw -229473.953245 + Penalty 2574.263146 = -226899.690100
  nChanged 5
		SP:Iteration 53Q (16299.880000 sec): 3 clusters
  Score: Raw -229477.006918 + Penalty 2574.263146 = -226902.743772
  nChanged 8
		SP:Iteration 54Q (16300.030000 sec): 3 clusters
  Score: Raw -229480.241669 + Penalty 2574.263146 = -226905.978523
  nChanged 7
		SP:Iteration 55Q (16300.220000 sec): 3 clusters
  Score: Raw -229482.840972 + Penalty 2574.263146 = -226908.577827
  nChanged 9
		SP:Iteration 56Q (16300.380000 sec): 3 clusters
  Score: Raw -229486.189433 + Penalty 2574.263146 = -226911.926288
  nChanged 8
		SP:Iteration 57Q (16300.570000 sec): 3 clusters
  Score: Raw -229489.839209 + Penalty 2574.263146 = -226915.576063
  nChanged 8
		SP:Iteration 58Q (16300.700000 sec): 3 clusters
  Score: Raw -229492.221633 + Penalty 2574.263146 = -226917.958487
  nChanged 4
		SP:Iteration 59Q (16300.830000 sec): 3 clusters
  Score: Raw -229494.232445 + Penalty 2574.263146 = -226919.969299
  nChanged 9
		SP:Iteration 60F (16300.970000 sec): 3 clusters
  Score: Raw -229497.878088 + Penalty 2574.263146 = -226923.614943
  nChanged 5
		SP:Iteration 61Q (16301.110000 sec): 3 clusters
  Score: Raw -229499.736414 + Penalty 2574.263146 = -226925.473268
  nChanged 4
		SP:Iteration 62Q (16301.250000 sec): 3 clusters
  Score: Raw -229501.062683 + Penalty 2574.263146 = -226926.799537
  nChanged 2
		SP:Iteration 63Q (16301.400000 sec): 3 clusters
  Score: Raw -229501.580562 + Penalty 2574.263146 = -226927.317416
  nChanged 2
		SP:Iteration 64Q (16301.590000 sec): 3 clusters
  Score: Raw -229502.228554 + Penalty 2574.263146 = -226927.965409
  nChanged 2
		SP:Iteration 65Q (16301.770000 sec): 3 clusters
  Score: Raw -229502.838861 + Penalty 2574.263146 = -226928.575716
  nChanged 1
		SP:Iteration 66Q (16301.980000 sec): 3 clusters
  Score: Raw -229503.037095 + Penalty 2574.263146 = -226928.773950
  nChanged 0
		SP:Iteration 67F (16302.190000 sec): 3 clusters
  Score: Raw -229503.037095 + Penalty 2574.263146 = -226928.773950
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16302.260000 sec): 2 clusters
  Score: Raw -97489.776728 + Penalty 1161.861486 = -96327.915242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16302.450000 sec): 3 clusters
  Score: Raw -97027.843898 + Penalty 2323.722972 = -94704.120926
  nChanged 387
		SP:Iteration 1F (16302.640000 sec): 3 clusters
  Score: Raw -97303.190850 + Penalty 2323.722972 = -94979.467878
  nChanged 84
		SP:Iteration 2F (16302.840000 sec): 3 clusters
  Score: Raw -97400.280964 + Penalty 2323.722972 = -95076.557992
  nChanged 57
		SP:Iteration 3Q (16303.030000 sec): 3 clusters
  Score: Raw -97458.121301 + Penalty 2323.722972 = -95134.398330
  nChanged 51
		SP:Iteration 4Q (16303.230000 sec): 3 clusters
  Score: Raw -97515.140373 + Penalty 2323.722972 = -95191.417401
  nChanged 52
		SP:Iteration 5Q (16303.390000 sec): 3 clusters
  Score: Raw -97575.450978 + Penalty 2323.722972 = -95251.728006
  nChanged 45
		SP:Iteration 6Q (16303.600000 sec): 3 clusters
  Score: Raw -97631.668691 + Penalty 2323.722972 = -95307.945720
  nChanged 41
		SP:Iteration 7Q (16303.790000 sec): 3 clusters
  Score: Raw -97672.799027 + Penalty 2323.722972 = -95349.076055
  nChanged 25
		SP:Iteration 8Q (16303.990000 sec): 3 clusters
  Score: Raw -97694.091920 + Penalty 2323.722972 = -95370.368949
  nChanged 21
		SP:Iteration 9Q (16304.150000 sec): 3 clusters
  Score: Raw -97715.227182 + Penalty 2323.722972 = -95391.504211
  nChanged 25
		SP:Iteration 10Q (16304.330000 sec): 3 clusters
  Score: Raw -97746.283809 + Penalty 2323.722972 = -95422.560837
  nChanged 24
		SP:Iteration 11Q (16304.520000 sec): 3 clusters
  Score: Raw -97772.918741 + Penalty 2323.722972 = -95449.195769
  nChanged 27
		SP:Iteration 12Q (16304.680000 sec): 3 clusters
  Score: Raw -97801.423081 + Penalty 2323.722972 = -95477.700109
  nChanged 19
		SP:Iteration 13Q (16304.870000 sec): 3 clusters
  Score: Raw -97820.600465 + Penalty 2323.722972 = -95496.877493
  nChanged 20
		SP:Iteration 14Q (16305.000000 sec): 3 clusters
  Score: Raw -97841.933351 + Penalty 2323.722972 = -95518.210379
  nChanged 20
		SP:Iteration 15Q (16305.170000 sec): 3 clusters
  Score: Raw -97857.771509 + Penalty 2323.722972 = -95534.048538
  nChanged 21
		SP:Iteration 16Q (16305.310000 sec): 3 clusters
  Score: Raw -97883.591266 + Penalty 2323.722972 = -95559.868294
  nChanged 20
		SP:Iteration 17Q (16305.450000 sec): 3 clusters
  Score: Raw -97910.511556 + Penalty 2323.722972 = -95586.788584
  nChanged 21
		SP:Iteration 18Q (16305.630000 sec): 3 clusters
  Score: Raw -97939.145019 + Penalty 2323.722972 = -95615.422047
  nChanged 32
		SP:Iteration 19Q (16305.790000 sec): 3 clusters
  Score: Raw -97983.898110 + Penalty 2323.722972 = -95660.175138
  nChanged 34
		SP:Iteration 20F (16305.980000 sec): 3 clusters
  Score: Raw -98051.245768 + Penalty 2323.722972 = -95727.522796
  nChanged 31
		SP:Iteration 21Q (16306.110000 sec): 3 clusters
  Score: Raw -98099.033570 + Penalty 2323.722972 = -95775.310599
  nChanged 34
		SP:Iteration 22Q (16306.270000 sec): 3 clusters
  Score: Raw -98153.006537 + Penalty 2323.722972 = -95829.283565
  nChanged 34
		SP:Iteration 23Q (16306.420000 sec): 3 clusters
  Score: Raw -98201.453241 + Penalty 2323.722972 = -95877.730269
  nChanged 31
		SP:Iteration 24Q (16306.600000 sec): 3 clusters
  Score: Raw -98254.574652 + Penalty 2323.722972 = -95930.851680
  nChanged 39
		SP:Iteration 25Q (16306.780000 sec): 3 clusters
  Score: Raw -98325.164430 + Penalty 2323.722972 = -96001.441459
  nChanged 33
		SP:Iteration 26Q (16306.910000 sec): 3 clusters
  Score: Raw -98375.788879 + Penalty 2323.722972 = -96052.065908
  nChanged 21
		SP:Iteration 27Q (16307.030000 sec): 3 clusters
  Score: Raw -98401.584616 + Penalty 2323.722972 = -96077.861644
  nChanged 14
		SP:Iteration 28Q (16307.190000 sec): 3 clusters
  Score: Raw -98409.832095 + Penalty 2323.722972 = -96086.109123
  nChanged 3
		SP:Iteration 29Q (16307.320000 sec): 3 clusters
  Score: Raw -98412.485838 + Penalty 2323.722972 = -96088.762867
  nChanged 3
		SP:Iteration 30Q (16307.490000 sec): 3 clusters
  Score: Raw -98414.417098 + Penalty 2323.722972 = -96090.694126
  nChanged 1
		SP:Iteration 31Q (16307.650000 sec): 3 clusters
  Score: Raw -98414.762488 + Penalty 2323.722972 = -96091.039517
  nChanged 2
		SP:Iteration 32Q (16307.820000 sec): 3 clusters
  Score: Raw -98415.364702 + Penalty 2323.722972 = -96091.641730
  nChanged 1
		SP:Iteration 33Q (16307.990000 sec): 3 clusters
  Score: Raw -98416.120337 + Penalty 2323.722972 = -96092.397365
  nChanged 0
		SP:Iteration 34F (16308.140000 sec): 3 clusters
  Score: Raw -98416.120337 + Penalty 2323.722972 = -96092.397365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16308.240000 sec): 2 clusters
  Score: Raw -231143.797896 + Penalty 1290.691600 = -229853.106296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16308.430000 sec): 3 clusters
  Score: Raw -229794.635269 + Penalty 2581.383201 = -227213.252069
  nChanged 1073
		SP:Iteration 1F (16308.550000 sec): 3 clusters
  Score: Raw -230473.831175 + Penalty 2581.383201 = -227892.447975
  nChanged 231
		SP:Iteration 2F (16308.720000 sec): 3 clusters
  Score: Raw -230659.792076 + Penalty 2581.383201 = -228078.408875
  nChanged 185
		SP:Iteration 3F (16308.920000 sec): 3 clusters
  Score: Raw -230788.513225 + Penalty 2581.383201 = -228207.130024
  nChanged 138
		SP:Iteration 4Q (16309.070000 sec): 3 clusters
  Score: Raw -230882.352843 + Penalty 2581.383201 = -228300.969642
  nChanged 112
		SP:Iteration 5Q (16309.290000 sec): 3 clusters
  Score: Raw -230959.213902 + Penalty 2581.383201 = -228377.830702
  nChanged 94
		SP:Iteration 6Q (16309.470000 sec): 3 clusters
  Score: Raw -231023.499272 + Penalty 2581.383201 = -228442.116071
  nChanged 92
		SP:Iteration 7Q (16309.630000 sec): 3 clusters
  Score: Raw -231085.401968 + Penalty 2581.383201 = -228504.018767
  nChanged 77
		SP:Iteration 8Q (16309.850000 sec): 3 clusters
  Score: Raw -231130.605393 + Penalty 2581.383201 = -228549.222193
  nChanged 52
		SP:Iteration 9Q (16310.010000 sec): 3 clusters
  Score: Raw -231160.114753 + Penalty 2581.383201 = -228578.731552
  nChanged 47
		SP:Iteration 10Q (16310.180000 sec): 3 clusters
  Score: Raw -231189.866186 + Penalty 2581.383201 = -228608.482985
  nChanged 48
		SP:Iteration 11Q (16310.350000 sec): 3 clusters
  Score: Raw -231218.419643 + Penalty 2581.383201 = -228637.036442
  nChanged 52
		SP:Iteration 12Q (16310.510000 sec): 3 clusters
  Score: Raw -231247.777252 + Penalty 2581.383201 = -228666.394052
  nChanged 50
		SP:Iteration 13Q (16310.710000 sec): 3 clusters
  Score: Raw -231272.813682 + Penalty 2581.383201 = -228691.430481
  nChanged 36
		SP:Iteration 14Q (16310.870000 sec): 3 clusters
  Score: Raw -231289.265248 + Penalty 2581.383201 = -228707.882048
  nChanged 26
		SP:Iteration 15Q (16311.040000 sec): 3 clusters
  Score: Raw -231298.743234 + Penalty 2581.383201 = -228717.360034
  nChanged 18
		SP:Iteration 16Q (16311.210000 sec): 3 clusters
  Score: Raw -231304.686523 + Penalty 2581.383201 = -228723.303322
  nChanged 10
		SP:Iteration 17Q (16311.370000 sec): 3 clusters
  Score: Raw -231307.634856 + Penalty 2581.383201 = -228726.251655
  nChanged 7
		SP:Iteration 18Q (16311.550000 sec): 3 clusters
  Score: Raw -231312.147202 + Penalty 2581.383201 = -228730.764001
  nChanged 8
		SP:Iteration 19Q (16311.730000 sec): 3 clusters
  Score: Raw -231315.807560 + Penalty 2581.383201 = -228734.424359
  nChanged 8
		SP:Iteration 20F (16311.920000 sec): 3 clusters
  Score: Raw -231320.191556 + Penalty 2581.383201 = -228738.808355
  nChanged 7
		SP:Iteration 21Q (16312.110000 sec): 3 clusters
  Score: Raw -231324.103437 + Penalty 2581.383201 = -228742.720237
  nChanged 10
		SP:Iteration 22Q (16312.310000 sec): 3 clusters
  Score: Raw -231327.526464 + Penalty 2581.383201 = -228746.143263
  nChanged 9
		SP:Iteration 23Q (16312.490000 sec): 3 clusters
  Score: Raw -231331.612558 + Penalty 2581.383201 = -228750.229357
  nChanged 9
		SP:Iteration 24Q (16312.670000 sec): 3 clusters
  Score: Raw -231334.539854 + Penalty 2581.383201 = -228753.156654
  nChanged 7
		SP:Iteration 25Q (16312.860000 sec): 3 clusters
  Score: Raw -231337.333087 + Penalty 2581.383201 = -228755.949886
  nChanged 8
		SP:Iteration 26Q (16313.080000 sec): 3 clusters
  Score: Raw -231341.009917 + Penalty 2581.383201 = -228759.626716
  nChanged 7
		SP:Iteration 27Q (16313.290000 sec): 3 clusters
  Score: Raw -231344.557083 + Penalty 2581.383201 = -228763.173882
  nChanged 4
		SP:Iteration 28Q (16313.450000 sec): 3 clusters
  Score: Raw -231345.481005 + Penalty 2581.383201 = -228764.097804
  nChanged 4
		SP:Iteration 29Q (16313.680000 sec): 3 clusters
  Score: Raw -231346.315365 + Penalty 2581.383201 = -228764.932165
  nChanged 1
		SP:Iteration 30Q (16313.860000 sec): 3 clusters
  Score: Raw -231346.418082 + Penalty 2581.383201 = -228765.034882
  nChanged 1
		SP:Iteration 31Q (16314.040000 sec): 3 clusters
  Score: Raw -231346.966666 + Penalty 2581.383201 = -228765.583465
  nChanged 3
		SP:Iteration 32Q (16314.220000 sec): 3 clusters
  Score: Raw -231347.927519 + Penalty 2581.383201 = -228766.544318
  nChanged 3
		SP:Iteration 33Q (16314.360000 sec): 3 clusters
  Score: Raw -231348.520258 + Penalty 2581.383201 = -228767.137057
  nChanged 2
		SP:Iteration 34Q (16314.550000 sec): 3 clusters
  Score: Raw -231349.321698 + Penalty 2581.383201 = -228767.938497
  nChanged 1
		SP:Iteration 35Q (16314.740000 sec): 3 clusters
  Score: Raw -231350.016588 + Penalty 2581.383201 = -228768.633387
  nChanged 2
		SP:Iteration 36Q (16314.890000 sec): 3 clusters
  Score: Raw -231350.616319 + Penalty 2581.383201 = -228769.233118
  nChanged 2
		SP:Iteration 37Q (16315.080000 sec): 3 clusters
  Score: Raw -231351.562201 + Penalty 2581.383201 = -228770.179001
  nChanged 1
		SP:Iteration 38Q (16315.280000 sec): 3 clusters
  Score: Raw -231351.844150 + Penalty 2581.383201 = -228770.460949
  nChanged 1
		SP:Iteration 39Q (16315.490000 sec): 3 clusters
  Score: Raw -231352.140029 + Penalty 2581.383201 = -228770.756828
  nChanged 0
		SP:Iteration 40F (16315.650000 sec): 3 clusters
  Score: Raw -231352.140029 + Penalty 2581.383201 = -228770.756828
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16315.750000 sec): 2 clusters
  Score: Raw -76894.480700 + Penalty 1138.587974 = -75755.892726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16315.920000 sec): 3 clusters
  Score: Raw -76593.239644 + Penalty 2277.175949 = -74316.063695
  nChanged 337
		SP:Iteration 1F (16316.110000 sec): 3 clusters
  Score: Raw -76992.803159 + Penalty 2277.175949 = -74715.627210
  nChanged 100
		SP:Iteration 2F (16316.300000 sec): 3 clusters
  Score: Raw -77153.617094 + Penalty 2277.175949 = -74876.441146
  nChanged 77
		SP:Iteration 3F (16316.500000 sec): 3 clusters
  Score: Raw -77283.326247 + Penalty 2277.175949 = -75006.150299
  nChanged 51
		SP:Iteration 4Q (16316.750000 sec): 3 clusters
  Score: Raw -77356.820819 + Penalty 2277.175949 = -75079.644870
  nChanged 34
		SP:Iteration 5Q (16316.900000 sec): 3 clusters
  Score: Raw -77403.695005 + Penalty 2277.175949 = -75126.519056
  nChanged 26
		SP:Iteration 6Q (16317.120000 sec): 3 clusters
  Score: Raw -77452.478144 + Penalty 2277.175949 = -75175.302195
  nChanged 27
		SP:Iteration 7Q (16317.320000 sec): 3 clusters
  Score: Raw -77490.822207 + Penalty 2277.175949 = -75213.646258
  nChanged 22
		SP:Iteration 8Q (16317.510000 sec): 3 clusters
  Score: Raw -77523.259047 + Penalty 2277.175949 = -75246.083099
  nChanged 18
		SP:Iteration 9Q (16317.700000 sec): 3 clusters
  Score: Raw -77546.089813 + Penalty 2277.175949 = -75268.913864
  nChanged 11
		SP:Iteration 10Q (16317.890000 sec): 3 clusters
  Score: Raw -77559.452666 + Penalty 2277.175949 = -75282.276718
  nChanged 10
		SP:Iteration 11Q (16318.080000 sec): 3 clusters
  Score: Raw -77573.793988 + Penalty 2277.175949 = -75296.618040
  nChanged 6
		SP:Iteration 12Q (16318.240000 sec): 3 clusters
  Score: Raw -77579.834577 + Penalty 2277.175949 = -75302.658628
  nChanged 6
		SP:Iteration 13Q (16318.400000 sec): 3 clusters
  Score: Raw -77587.810546 + Penalty 2277.175949 = -75310.634597
  nChanged 7
		SP:Iteration 14Q (16318.580000 sec): 3 clusters
  Score: Raw -77593.311841 + Penalty 2277.175949 = -75316.135892
  nChanged 2
		SP:Iteration 15Q (16318.740000 sec): 3 clusters
  Score: Raw -77595.115998 + Penalty 2277.175949 = -75317.940049
  nChanged 1
		SP:Iteration 16Q (16318.920000 sec): 3 clusters
  Score: Raw -77595.320509 + Penalty 2277.175949 = -75318.144561
  nChanged 0
		SP:Iteration 17F (16319.070000 sec): 3 clusters
  Score: Raw -77595.320509 + Penalty 2277.175949 = -75318.144561
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16319.170000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16319.370000 sec): 3 clusters
  Score: Raw -139581.378400 + Penalty 2422.972008 = -137158.406393
  nChanged 585
		SP:Iteration 1F (16319.530000 sec): 3 clusters
  Score: Raw -139971.138091 + Penalty 2422.972008 = -137548.166083
  nChanged 142
		SP:Iteration 2F (16319.680000 sec): 3 clusters
  Score: Raw -140097.830852 + Penalty 2422.972008 = -137674.858844
  nChanged 94
		SP:Iteration 3F (16319.840000 sec): 3 clusters
  Score: Raw -140174.573163 + Penalty 2422.972008 = -137751.601156
  nChanged 76
		SP:Iteration 4Q (16320.000000 sec): 3 clusters
  Score: Raw -140245.277124 + Penalty 2422.972008 = -137822.305116
  nChanged 62
		SP:Iteration 5Q (16320.160000 sec): 3 clusters
  Score: Raw -140294.453335 + Penalty 2422.972008 = -137871.481327
  nChanged 55
		SP:Iteration 6Q (16320.360000 sec): 3 clusters
  Score: Raw -140338.500482 + Penalty 2422.972008 = -137915.528474
  nChanged 44
		SP:Iteration 7Q (16320.540000 sec): 3 clusters
  Score: Raw -140382.273868 + Penalty 2422.972008 = -137959.301861
  nChanged 56
		SP:Iteration 8Q (16320.710000 sec): 3 clusters
  Score: Raw -140428.406502 + Penalty 2422.972008 = -138005.434494
  nChanged 51
		SP:Iteration 9Q (16320.880000 sec): 3 clusters
  Score: Raw -140483.457402 + Penalty 2422.972008 = -138060.485394
  nChanged 55
		SP:Iteration 10Q (16321.070000 sec): 3 clusters
  Score: Raw -140538.308526 + Penalty 2422.972008 = -138115.336519
  nChanged 45
		SP:Iteration 11Q (16321.230000 sec): 3 clusters
  Score: Raw -140577.281054 + Penalty 2422.972008 = -138154.309046
  nChanged 36
		SP:Iteration 12Q (16321.370000 sec): 3 clusters
  Score: Raw -140613.903887 + Penalty 2422.972008 = -138190.931879
  nChanged 30
		SP:Iteration 13Q (16321.560000 sec): 3 clusters
  Score: Raw -140639.749279 + Penalty 2422.972008 = -138216.777271
  nChanged 34
		SP:Iteration 14Q (16321.760000 sec): 3 clusters
  Score: Raw -140669.520013 + Penalty 2422.972008 = -138246.548005
  nChanged 26
		SP:Iteration 15Q (16321.900000 sec): 3 clusters
  Score: Raw -140692.704124 + Penalty 2422.972008 = -138269.732116
  nChanged 19
		SP:Iteration 16Q (16322.090000 sec): 3 clusters
  Score: Raw -140706.393345 + Penalty 2422.972008 = -138283.421337
  nChanged 11
		SP:Iteration 17Q (16322.260000 sec): 3 clusters
  Score: Raw -140716.744992 + Penalty 2422.972008 = -138293.772984
  nChanged 10
		SP:Iteration 18Q (16322.470000 sec): 3 clusters
  Score: Raw -140722.468389 + Penalty 2422.972008 = -138299.496381
  nChanged 5
		SP:Iteration 19Q (16322.680000 sec): 3 clusters
  Score: Raw -140725.627736 + Penalty 2422.972008 = -138302.655728
  nChanged 4
		SP:Iteration 20F (16322.820000 sec): 3 clusters
  Score: Raw -140728.592659 + Penalty 2422.972008 = -138305.620651
  nChanged 4
		SP:Iteration 21Q (16323.010000 sec): 3 clusters
  Score: Raw -140732.362354 + Penalty 2422.972008 = -138309.390346
  nChanged 9
		SP:Iteration 22Q (16323.200000 sec): 3 clusters
  Score: Raw -140737.543232 + Penalty 2422.972008 = -138314.571224
  nChanged 7
		SP:Iteration 23Q (16323.380000 sec): 3 clusters
  Score: Raw -140742.009501 + Penalty 2422.972008 = -138319.037493
  nChanged 6
		SP:Iteration 24Q (16323.530000 sec): 3 clusters
  Score: Raw -140744.843857 + Penalty 2422.972008 = -138321.871849
  nChanged 7
		SP:Iteration 25Q (16323.680000 sec): 3 clusters
  Score: Raw -140749.970115 + Penalty 2422.972008 = -138326.998107
  nChanged 4
		SP:Iteration 26Q (16323.820000 sec): 3 clusters
  Score: Raw -140752.697914 + Penalty 2422.972008 = -138329.725906
  nChanged 5
		SP:Iteration 27Q (16323.960000 sec): 3 clusters
  Score: Raw -140754.562725 + Penalty 2422.972008 = -138331.590717
  nChanged 1
		SP:Iteration 28Q (16324.150000 sec): 3 clusters
  Score: Raw -140754.876632 + Penalty 2422.972008 = -138331.904625
  nChanged 2
		SP:Iteration 29Q (16324.310000 sec): 3 clusters
  Score: Raw -140755.832616 + Penalty 2422.972008 = -138332.860608
  nChanged 2
		SP:Iteration 30Q (16324.450000 sec): 3 clusters
  Score: Raw -140756.599919 + Penalty 2422.972008 = -138333.627911
  nChanged 2
		SP:Iteration 31Q (16324.650000 sec): 3 clusters
  Score: Raw -140758.057840 + Penalty 2422.972008 = -138335.085832
  nChanged 2
		SP:Iteration 32Q (16324.830000 sec): 3 clusters
  Score: Raw -140758.930303 + Penalty 2422.972008 = -138335.958295
  nChanged 2
		SP:Iteration 33Q (16324.960000 sec): 3 clusters
  Score: Raw -140760.079599 + Penalty 2422.972008 = -138337.107591
  nChanged 3
		SP:Iteration 34Q (16325.140000 sec): 3 clusters
  Score: Raw -140762.567755 + Penalty 2422.972008 = -138339.595747
  nChanged 7
		SP:Iteration 35Q (16325.290000 sec): 3 clusters
  Score: Raw -140768.745697 + Penalty 2422.972008 = -138345.773689
  nChanged 10
		SP:Iteration 36Q (16325.450000 sec): 3 clusters
  Score: Raw -140774.336972 + Penalty 2422.972008 = -138351.364964
  nChanged 9
		SP:Iteration 37Q (16325.660000 sec): 3 clusters
  Score: Raw -140782.425285 + Penalty 2422.972008 = -138359.453277
  nChanged 7
		SP:Iteration 38Q (16325.810000 sec): 3 clusters
  Score: Raw -140786.821475 + Penalty 2422.972008 = -138363.849467
  nChanged 6
		SP:Iteration 39Q (16325.950000 sec): 3 clusters
  Score: Raw -140791.145618 + Penalty 2422.972008 = -138368.173610
  nChanged 5
		SP:Iteration 40F (16326.160000 sec): 3 clusters
  Score: Raw -140795.003220 + Penalty 2422.972008 = -138372.031212
  nChanged 5
		SP:Iteration 41Q (16326.300000 sec): 3 clusters
  Score: Raw -140799.508772 + Penalty 2422.972008 = -138376.536764
  nChanged 3
		SP:Iteration 42Q (16326.430000 sec): 3 clusters
  Score: Raw -140800.730553 + Penalty 2422.972008 = -138377.758545
  nChanged 4
		SP:Iteration 43Q (16326.620000 sec): 3 clusters
  Score: Raw -140802.580328 + Penalty 2422.972008 = -138379.608320
  nChanged 3
		SP:Iteration 44Q (16326.770000 sec): 3 clusters
  Score: Raw -140803.827335 + Penalty 2422.972008 = -138380.855327
  nChanged 3
		SP:Iteration 45Q (16326.940000 sec): 3 clusters
  Score: Raw -140805.029806 + Penalty 2422.972008 = -138382.057798
  nChanged 3
		SP:Iteration 46Q (16327.110000 sec): 3 clusters
  Score: Raw -140806.179143 + Penalty 2422.972008 = -138383.207135
  nChanged 2
		SP:Iteration 47Q (16327.270000 sec): 3 clusters
  Score: Raw -140807.345018 + Penalty 2422.972008 = -138384.373010
  nChanged 1
		SP:Iteration 48Q (16327.400000 sec): 3 clusters
  Score: Raw -140807.658755 + Penalty 2422.972008 = -138384.686747
  nChanged 1
		SP:Iteration 49Q (16327.540000 sec): 3 clusters
  Score: Raw -140808.120220 + Penalty 2422.972008 = -138385.148212
  nChanged 0
		SP:Iteration 50F (16327.690000 sec): 3 clusters
  Score: Raw -140808.120220 + Penalty 2422.972008 = -138385.148212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (88879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16328.180000 sec): 2 clusters
  Score: Raw -6833696.066128 + Penalty 1851.692566 = -6831844.373563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16328.820000 sec): 3 clusters
  Score: Raw -6776142.067856 + Penalty 3703.385131 = -6772438.682724
  nChanged 42362
		SP:Iteration 1F (16329.430000 sec): 3 clusters
  Score: Raw -6801630.723936 + Penalty 3703.385131 = -6797927.338805
  nChanged 4297
		SP:Iteration 2Q (16330.080000 sec): 3 clusters
  Score: Raw -6803355.238870 + Penalty 3703.385131 = -6799651.853739
  nChanged 4706
		SP:Iteration 3F (16330.770000 sec): 3 clusters
  Score: Raw -6805622.047101 + Penalty 3703.385131 = -6801918.661970
  nChanged 5296
		SP:Iteration 4F (16331.390000 sec): 3 clusters
  Score: Raw -6808735.152461 + Penalty 3703.385131 = -6805031.767330
  nChanged 5812
		SP:Iteration 5F (16332.020000 sec): 3 clusters
  Score: Raw -6812601.756915 + Penalty 3703.385131 = -6808898.371784
  nChanged 5792
		SP:Iteration 6F (16332.660000 sec): 3 clusters
  Score: Raw -6816476.237115 + Penalty 3703.385131 = -6812772.851984
  nChanged 5191
		SP:Iteration 7F (16333.300000 sec): 3 clusters
  Score: Raw -6819723.291637 + Penalty 3703.385131 = -6816019.906505
  nChanged 4260
		SP:Iteration 8Q (16334.050000 sec): 3 clusters
  Score: Raw -6822090.460405 + Penalty 3703.385131 = -6818387.075273
  nChanged 3434
		SP:Iteration 9Q (16334.760000 sec): 3 clusters
  Score: Raw -6823659.604552 + Penalty 3703.385131 = -6819956.219421
  nChanged 2499
		SP:Iteration 10Q (16335.400000 sec): 3 clusters
  Score: Raw -6824604.037899 + Penalty 3703.385131 = -6820900.652768
  nChanged 1937
		SP:Iteration 11Q (16335.980000 sec): 3 clusters
  Score: Raw -6825200.075049 + Penalty 3703.385131 = -6821496.689918
  nChanged 1529
		SP:Iteration 12Q (16336.560000 sec): 3 clusters
  Score: Raw -6825592.961915 + Penalty 3703.385131 = -6821889.576784
  nChanged 1167
		SP:Iteration 13Q (16337.180000 sec): 3 clusters
  Score: Raw -6825853.334226 + Penalty 3703.385131 = -6822149.949095
  nChanged 964
		SP:Iteration 14Q (16337.690000 sec): 3 clusters
  Score: Raw -6826051.293318 + Penalty 3703.385131 = -6822347.908187
  nChanged 864
		SP:Iteration 15Q (16338.340000 sec): 3 clusters
  Score: Raw -6826219.885641 + Penalty 3703.385131 = -6822516.500510
  nChanged 822
		SP:Iteration 16Q (16338.910000 sec): 3 clusters
  Score: Raw -6826378.121725 + Penalty 3703.385131 = -6822674.736593
  nChanged 797
		SP:Iteration 17Q (16339.610000 sec): 3 clusters
  Score: Raw -6826532.427406 + Penalty 3703.385131 = -6822829.042275
  nChanged 805
		SP:Iteration 18Q (16340.310000 sec): 3 clusters
  Score: Raw -6826694.741153 + Penalty 3703.385131 = -6822991.356022
  nChanged 825
		SP:Iteration 19Q (16341.060000 sec): 3 clusters
  Score: Raw -6826866.579700 + Penalty 3703.385131 = -6823163.194569
  nChanged 859
		SP:Iteration 20F (16341.790000 sec): 3 clusters
  Score: Raw -6827051.630616 + Penalty 3703.385131 = -6823348.245484
  nChanged 912
		SP:Iteration 21Q (16342.500000 sec): 3 clusters
  Score: Raw -6827265.104953 + Penalty 3703.385131 = -6823561.719822
  nChanged 984
		SP:Iteration 22Q (16343.160000 sec): 3 clusters
  Score: Raw -6827511.888281 + Penalty 3703.385131 = -6823808.503150
  nChanged 1024
		SP:Iteration 23Q (16343.860000 sec): 3 clusters
  Score: Raw -6827778.882114 + Penalty 3703.385131 = -6824075.496983
  nChanged 1067
		SP:Iteration 24Q (16344.410000 sec): 3 clusters
  Score: Raw -6828088.661033 + Penalty 3703.385131 = -6824385.275901
  nChanged 1095
		SP:Iteration 25Q (16345.000000 sec): 3 clusters
  Score: Raw -6828415.037766 + Penalty 3703.385131 = -6824711.652635
  nChanged 1118
		SP:Iteration 26Q (16345.620000 sec): 3 clusters
  Score: Raw -6828776.640523 + Penalty 3703.385131 = -6825073.255392
  nChanged 1168
		SP:Iteration 27Q (16346.230000 sec): 3 clusters
  Score: Raw -6829213.145815 + Penalty 3703.385131 = -6825509.760683
  nChanged 1246
		SP:Iteration 28Q (16346.900000 sec): 3 clusters
  Score: Raw -6829735.029008 + Penalty 3703.385131 = -6826031.643877
  nChanged 1207
		SP:Iteration 29Q (16347.480000 sec): 3 clusters
  Score: Raw -6830271.498202 + Penalty 3703.385131 = -6826568.113070
  nChanged 1200
		SP:Iteration 30Q (16348.070000 sec): 3 clusters
  Score: Raw -6830865.328218 + Penalty 3703.385131 = -6827161.943087
  nChanged 1157
		SP:Iteration 31Q (16348.560000 sec): 3 clusters
  Score: Raw -6831495.272675 + Penalty 3703.385131 = -6827791.887544
  nChanged 1141
		SP:Iteration 32Q (16349.160000 sec): 3 clusters
  Score: Raw -6832166.910784 + Penalty 3703.385131 = -6828463.525653
  nChanged 943
		SP:Iteration 33Q (16349.640000 sec): 3 clusters
  Score: Raw -6832685.636298 + Penalty 3703.385131 = -6828982.251167
  nChanged 799
		SP:Iteration 34Q (16350.170000 sec): 3 clusters
  Score: Raw -6833085.777938 + Penalty 3703.385131 = -6829382.392807
  nChanged 659
		SP:Iteration 35Q (16350.760000 sec): 3 clusters
  Score: Raw -6833384.670478 + Penalty 3703.385131 = -6829681.285347
  nChanged 567
		SP:Iteration 36Q (16351.300000 sec): 3 clusters
  Score: Raw -6833621.863859 + Penalty 3703.385131 = -6829918.478728
  nChanged 465
		SP:Iteration 37Q (16351.820000 sec): 3 clusters
  Score: Raw -6833814.753857 + Penalty 3703.385131 = -6830111.368726
  nChanged 372
		SP:Iteration 38Q (16352.430000 sec): 3 clusters
  Score: Raw -6833952.531233 + Penalty 3703.385131 = -6830249.146101
  nChanged 296
		SP:Iteration 39Q (16353.090000 sec): 3 clusters
  Score: Raw -6834040.091573 + Penalty 3703.385131 = -6830336.706442
  nChanged 230
		SP:Iteration 40F (16353.710000 sec): 3 clusters
  Score: Raw -6834098.520892 + Penalty 3703.385131 = -6830395.135761
  nChanged 180
		SP:Iteration 41Q (16354.380000 sec): 3 clusters
  Score: Raw -6834140.130492 + Penalty 3703.385131 = -6830436.745361
  nChanged 147
		SP:Iteration 42Q (16354.950000 sec): 3 clusters
  Score: Raw -6834180.852208 + Penalty 3703.385131 = -6830477.467077
  nChanged 147
		SP:Iteration 43Q (16355.520000 sec): 3 clusters
  Score: Raw -6834220.701402 + Penalty 3703.385131 = -6830517.316271
  nChanged 112
		SP:Iteration 44Q (16356.140000 sec): 3 clusters
  Score: Raw -6834245.763282 + Penalty 3703.385131 = -6830542.378150
  nChanged 92
		SP:Iteration 45Q (16356.790000 sec): 3 clusters
  Score: Raw -6834266.088041 + Penalty 3703.385131 = -6830562.702910
  nChanged 75
		SP:Iteration 46Q (16357.400000 sec): 3 clusters
  Score: Raw -6834281.165144 + Penalty 3703.385131 = -6830577.780012
  nChanged 68
		SP:Iteration 47Q (16358.040000 sec): 3 clusters
  Score: Raw -6834293.727810 + Penalty 3703.385131 = -6830590.342679
  nChanged 49
		SP:Iteration 48Q (16358.710000 sec): 3 clusters
  Score: Raw -6834303.464453 + Penalty 3703.385131 = -6830600.079322
  nChanged 49
		SP:Iteration 49Q (16359.340000 sec): 3 clusters
  Score: Raw -6834314.437454 + Penalty 3703.385131 = -6830611.052323
  nChanged 38
		SP:Iteration 50Q (16359.990000 sec): 3 clusters
  Score: Raw -6834321.183201 + Penalty 3703.385131 = -6830617.798070
  nChanged 31
		SP:Iteration 51Q (16360.590000 sec): 3 clusters
  Score: Raw -6834325.900843 + Penalty 3703.385131 = -6830622.515711
  nChanged 34
		SP:Iteration 52Q (16361.120000 sec): 3 clusters
  Score: Raw -6834331.942326 + Penalty 3703.385131 = -6830628.557195
  nChanged 28
		SP:Iteration 53Q (16361.680000 sec): 3 clusters
  Score: Raw -6834337.255649 + Penalty 3703.385131 = -6830633.870518
  nChanged 29
		SP:Iteration 54Q (16362.290000 sec): 3 clusters
  Score: Raw -6834343.060704 + Penalty 3703.385131 = -6830639.675573
  nChanged 21
		SP:Iteration 55Q (16362.850000 sec): 3 clusters
  Score: Raw -6834346.664280 + Penalty 3703.385131 = -6830643.279148
  nChanged 23
		SP:Iteration 56Q (16363.300000 sec): 3 clusters
  Score: Raw -6834349.896584 + Penalty 3703.385131 = -6830646.511453
  nChanged 16
		SP:Iteration 57Q (16363.850000 sec): 3 clusters
  Score: Raw -6834352.652061 + Penalty 3703.385131 = -6830649.266930
  nChanged 17
		SP:Iteration 58Q (16364.430000 sec): 3 clusters
  Score: Raw -6834355.830610 + Penalty 3703.385131 = -6830652.445479
  nChanged 14
		SP:Iteration 59Q (16364.980000 sec): 3 clusters
  Score: Raw -6834357.859316 + Penalty 3703.385131 = -6830654.474185
  nChanged 11
		SP:Iteration 60F (16365.590000 sec): 3 clusters
  Score: Raw -6834359.817797 + Penalty 3703.385131 = -6830656.432666
  nChanged 14
		SP:Iteration 61Q (16366.260000 sec): 3 clusters
  Score: Raw -6834361.975293 + Penalty 3703.385131 = -6830658.590162
  nChanged 13
		SP:Iteration 62Q (16366.830000 sec): 3 clusters
  Score: Raw -6834364.404810 + Penalty 3703.385131 = -6830661.019678
  nChanged 16
		SP:Iteration 63Q (16367.450000 sec): 3 clusters
  Score: Raw -6834366.374205 + Penalty 3703.385131 = -6830662.989074
  nChanged 10
		SP:Iteration 64Q (16368.020000 sec): 3 clusters
  Score: Raw -6834367.766323 + Penalty 3703.385131 = -6830664.381192
  nChanged 6
		SP:Iteration 65Q (16368.630000 sec): 3 clusters
  Score: Raw -6834368.859057 + Penalty 3703.385131 = -6830665.473925
  nChanged 4
		SP:Iteration 66Q (16369.270000 sec): 3 clusters
  Score: Raw -6834369.464186 + Penalty 3703.385131 = -6830666.079055
  nChanged 3
		SP:Iteration 67Q (16369.890000 sec): 3 clusters
  Score: Raw -6834369.890507 + Penalty 3703.385131 = -6830666.505376
  nChanged 3
		SP:Iteration 68Q (16370.450000 sec): 3 clusters
  Score: Raw -6834370.384602 + Penalty 3703.385131 = -6830666.999471
  nChanged 7
		SP:Iteration 69Q (16371.050000 sec): 3 clusters
  Score: Raw -6834371.119649 + Penalty 3703.385131 = -6830667.734518
  nChanged 4
		SP:Iteration 70Q (16371.640000 sec): 3 clusters
  Score: Raw -6834371.591836 + Penalty 3703.385131 = -6830668.206705
  nChanged 3
		SP:Iteration 71Q (16372.210000 sec): 3 clusters
  Score: Raw -6834372.102052 + Penalty 3703.385131 = -6830668.716921
  nChanged 4
		SP:Iteration 72Q (16372.750000 sec): 3 clusters
  Score: Raw -6834372.624830 + Penalty 3703.385131 = -6830669.239698
  nChanged 5
		SP:Iteration 73Q (16373.310000 sec): 3 clusters
  Score: Raw -6834373.331066 + Penalty 3703.385131 = -6830669.945935
  nChanged 4
		SP:Iteration 74Q (16373.890000 sec): 3 clusters
  Score: Raw -6834373.829583 + Penalty 3703.385131 = -6830670.444451
  nChanged 2
		SP:Iteration 75Q (16374.470000 sec): 3 clusters
  Score: Raw -6834374.181519 + Penalty 3703.385131 = -6830670.796388
  nChanged 3
		SP:Iteration 76Q (16374.980000 sec): 3 clusters
  Score: Raw -6834374.399479 + Penalty 3703.385131 = -6830671.014348
  nChanged 0
		SP:Iteration 77F (16375.640000 sec): 3 clusters
  Score: Raw -6834374.399479 + Penalty 3703.385131 = -6830671.014348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16375.760000 sec): 2 clusters
  Score: Raw -793438.950515 + Penalty 1485.637185 = -791953.313329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16375.980000 sec): 3 clusters
  Score: Raw -788171.283726 + Penalty 2971.274371 = -785200.009355
  nChanged 4060
		SP:Iteration 1F (16376.190000 sec): 3 clusters
  Score: Raw -790532.368860 + Penalty 2971.274371 = -787561.094489
  nChanged 762
		SP:Iteration 2F (16376.440000 sec): 3 clusters
  Score: Raw -791110.147951 + Penalty 2971.274371 = -788138.873580
  nChanged 763
		SP:Iteration 3F (16376.640000 sec): 3 clusters
  Score: Raw -791673.932772 + Penalty 2971.274371 = -788702.658401
  nChanged 670
		SP:Iteration 4F (16376.850000 sec): 3 clusters
  Score: Raw -792120.045379 + Penalty 2971.274371 = -789148.771009
  nChanged 528
		SP:Iteration 5F (16377.090000 sec): 3 clusters
  Score: Raw -792457.057108 + Penalty 2971.274371 = -789485.782738
  nChanged 424
		SP:Iteration 6Q (16377.350000 sec): 3 clusters
  Score: Raw -792685.193878 + Penalty 2971.274371 = -789713.919508
  nChanged 324
		SP:Iteration 7Q (16377.600000 sec): 3 clusters
  Score: Raw -792811.540456 + Penalty 2971.274371 = -789840.266085
  nChanged 246
		SP:Iteration 8Q (16377.820000 sec): 3 clusters
  Score: Raw -792889.295040 + Penalty 2971.274371 = -789918.020670
  nChanged 176
		SP:Iteration 9Q (16378.040000 sec): 3 clusters
  Score: Raw -792940.082756 + Penalty 2971.274371 = -789968.808385
  nChanged 139
		SP:Iteration 10Q (16378.240000 sec): 3 clusters
  Score: Raw -792975.301060 + Penalty 2971.274371 = -790004.026689
  nChanged 95
		SP:Iteration 11Q (16378.450000 sec): 3 clusters
  Score: Raw -792995.606008 + Penalty 2971.274371 = -790024.331637
  nChanged 76
		SP:Iteration 12Q (16378.670000 sec): 3 clusters
  Score: Raw -793012.437714 + Penalty 2971.274371 = -790041.163344
  nChanged 56
		SP:Iteration 13Q (16378.880000 sec): 3 clusters
  Score: Raw -793022.173280 + Penalty 2971.274371 = -790050.898909
  nChanged 36
		SP:Iteration 14Q (16379.170000 sec): 3 clusters
  Score: Raw -793028.173957 + Penalty 2971.274371 = -790056.899587
  nChanged 29
		SP:Iteration 15Q (16379.350000 sec): 3 clusters
  Score: Raw -793033.007765 + Penalty 2971.274371 = -790061.733394
  nChanged 26
		SP:Iteration 16Q (16379.560000 sec): 3 clusters
  Score: Raw -793038.050539 + Penalty 2971.274371 = -790066.776169
  nChanged 35
		SP:Iteration 17Q (16379.810000 sec): 3 clusters
  Score: Raw -793044.700631 + Penalty 2971.274371 = -790073.426260
  nChanged 30
		SP:Iteration 18Q (16380.030000 sec): 3 clusters
  Score: Raw -793050.253976 + Penalty 2971.274371 = -790078.979605
  nChanged 32
		SP:Iteration 19Q (16380.250000 sec): 3 clusters
  Score: Raw -793055.845452 + Penalty 2971.274371 = -790084.571082
  nChanged 42
		SP:Iteration 20F (16380.440000 sec): 3 clusters
  Score: Raw -793064.514801 + Penalty 2971.274371 = -790093.240430
  nChanged 40
		SP:Iteration 21Q (16380.680000 sec): 3 clusters
  Score: Raw -793072.646315 + Penalty 2971.274371 = -790101.371945
  nChanged 38
		SP:Iteration 22Q (16380.880000 sec): 3 clusters
  Score: Raw -793079.424732 + Penalty 2971.274371 = -790108.150361
  nChanged 38
		SP:Iteration 23Q (16381.140000 sec): 3 clusters
  Score: Raw -793084.949649 + Penalty 2971.274371 = -790113.675279
  nChanged 38
		SP:Iteration 24Q (16381.330000 sec): 3 clusters
  Score: Raw -793091.828542 + Penalty 2971.274371 = -790120.554172
  nChanged 39
		SP:Iteration 25Q (16381.570000 sec): 3 clusters
  Score: Raw -793099.697132 + Penalty 2971.274371 = -790128.422761
  nChanged 40
		SP:Iteration 26Q (16381.750000 sec): 3 clusters
  Score: Raw -793106.526368 + Penalty 2971.274371 = -790135.251997
  nChanged 36
		SP:Iteration 27Q (16381.970000 sec): 3 clusters
  Score: Raw -793112.265699 + Penalty 2971.274371 = -790140.991329
  nChanged 31
		SP:Iteration 28Q (16382.200000 sec): 3 clusters
  Score: Raw -793118.132998 + Penalty 2971.274371 = -790146.858627
  nChanged 41
		SP:Iteration 29Q (16382.440000 sec): 3 clusters
  Score: Raw -793125.602708 + Penalty 2971.274371 = -790154.328338
  nChanged 37
		SP:Iteration 30Q (16382.620000 sec): 3 clusters
  Score: Raw -793134.073814 + Penalty 2971.274371 = -790162.799443
  nChanged 49
		SP:Iteration 31Q (16382.900000 sec): 3 clusters
  Score: Raw -793144.003692 + Penalty 2971.274371 = -790172.729322
  nChanged 39
		SP:Iteration 32Q (16383.180000 sec): 3 clusters
  Score: Raw -793151.467195 + Penalty 2971.274371 = -790180.192825
  nChanged 32
		SP:Iteration 33Q (16383.380000 sec): 3 clusters
  Score: Raw -793158.294689 + Penalty 2971.274371 = -790187.020319
  nChanged 45
		SP:Iteration 34Q (16383.640000 sec): 3 clusters
  Score: Raw -793166.310653 + Penalty 2971.274371 = -790195.036282
  nChanged 43
		SP:Iteration 35Q (16383.820000 sec): 3 clusters
  Score: Raw -793174.393637 + Penalty 2971.274371 = -790203.119266
  nChanged 51
		SP:Iteration 36Q (16384.020000 sec): 3 clusters
  Score: Raw -793185.926093 + Penalty 2971.274371 = -790214.651723
  nChanged 57
		SP:Iteration 37Q (16384.240000 sec): 3 clusters
  Score: Raw -793198.878541 + Penalty 2971.274371 = -790227.604171
  nChanged 49
		SP:Iteration 38Q (16384.460000 sec): 3 clusters
  Score: Raw -793211.123640 + Penalty 2971.274371 = -790239.849269
  nChanged 52
		SP:Iteration 39Q (16384.680000 sec): 3 clusters
  Score: Raw -793221.574730 + Penalty 2971.274371 = -790250.300359
  nChanged 51
		SP:Iteration 40F (16384.950000 sec): 3 clusters
  Score: Raw -793233.525157 + Penalty 2971.274371 = -790262.250786
  nChanged 52
		SP:Iteration 41Q (16385.140000 sec): 3 clusters
  Score: Raw -793246.884560 + Penalty 2971.274371 = -790275.610190
  nChanged 56
		SP:Iteration 42Q (16385.360000 sec): 3 clusters
  Score: Raw -793261.287686 + Penalty 2971.274371 = -790290.013315
  nChanged 54
		SP:Iteration 43Q (16385.600000 sec): 3 clusters
  Score: Raw -793275.460774 + Penalty 2971.274371 = -790304.186404
  nChanged 57
		SP:Iteration 44Q (16385.870000 sec): 3 clusters
  Score: Raw -793288.756042 + Penalty 2971.274371 = -790317.481672
  nChanged 61
		SP:Iteration 45Q (16386.130000 sec): 3 clusters
  Score: Raw -793308.913452 + Penalty 2971.274371 = -790337.639082
  nChanged 77
		SP:Iteration 46Q (16386.340000 sec): 3 clusters
  Score: Raw -793334.381051 + Penalty 2971.274371 = -790363.106681
  nChanged 83
		SP:Iteration 47Q (16386.580000 sec): 3 clusters
  Score: Raw -793365.758296 + Penalty 2971.274371 = -790394.483925
  nChanged 90
		SP:Iteration 48Q (16386.780000 sec): 3 clusters
  Score: Raw -793397.905819 + Penalty 2971.274371 = -790426.631449
  nChanged 100
		SP:Iteration 49Q (16386.990000 sec): 3 clusters
  Score: Raw -793443.194113 + Penalty 2971.274371 = -790471.919743
  nChanged 104
		SP:Iteration 50Q (16387.180000 sec): 3 clusters
  Score: Raw -793496.749078 + Penalty 2971.274371 = -790525.474707
  nChanged 112
		SP:Iteration 51Q (16387.380000 sec): 3 clusters
  Score: Raw -793546.436167 + Penalty 2971.274371 = -790575.161797
  nChanged 98
		SP:Iteration 52Q (16387.660000 sec): 3 clusters
  Score: Raw -793588.557017 + Penalty 2971.274371 = -790617.282646
  nChanged 86
		SP:Iteration 53Q (16387.900000 sec): 3 clusters
  Score: Raw -793624.838058 + Penalty 2971.274371 = -790653.563687
  nChanged 61
		SP:Iteration 54Q (16388.110000 sec): 3 clusters
  Score: Raw -793649.660534 + Penalty 2971.274371 = -790678.386163
  nChanged 50
		SP:Iteration 55Q (16388.360000 sec): 3 clusters
  Score: Raw -793667.725873 + Penalty 2971.274371 = -790696.451502
  nChanged 38
		SP:Iteration 56Q (16388.520000 sec): 3 clusters
  Score: Raw -793681.720219 + Penalty 2971.274371 = -790710.445848
  nChanged 44
		SP:Iteration 57Q (16388.770000 sec): 3 clusters
  Score: Raw -793697.183952 + Penalty 2971.274371 = -790725.909581
  nChanged 32
		SP:Iteration 58Q (16389.030000 sec): 3 clusters
  Score: Raw -793708.415284 + Penalty 2971.274371 = -790737.140914
  nChanged 35
		SP:Iteration 59Q (16389.250000 sec): 3 clusters
  Score: Raw -793720.733554 + Penalty 2971.274371 = -790749.459184
  nChanged 32
		SP:Iteration 60F (16389.500000 sec): 3 clusters
  Score: Raw -793731.841649 + Penalty 2971.274371 = -790760.567279
  nChanged 23
		SP:Iteration 61Q (16389.740000 sec): 3 clusters
  Score: Raw -793739.869259 + Penalty 2971.274371 = -790768.594888
  nChanged 21
		SP:Iteration 62Q (16389.970000 sec): 3 clusters
  Score: Raw -793748.497643 + Penalty 2971.274371 = -790777.223272
  nChanged 18
		SP:Iteration 63Q (16390.200000 sec): 3 clusters
  Score: Raw -793755.120013 + Penalty 2971.274371 = -790783.845642
  nChanged 15
		SP:Iteration 64Q (16390.410000 sec): 3 clusters
  Score: Raw -793758.980840 + Penalty 2971.274371 = -790787.706469
  nChanged 16
		SP:Iteration 65Q (16390.620000 sec): 3 clusters
  Score: Raw -793763.093909 + Penalty 2971.274371 = -790791.819538
  nChanged 14
		SP:Iteration 66Q (16390.840000 sec): 3 clusters
  Score: Raw -793767.198674 + Penalty 2971.274371 = -790795.924303
  nChanged 13
		SP:Iteration 67Q (16391.060000 sec): 3 clusters
  Score: Raw -793770.884865 + Penalty 2971.274371 = -790799.610494
  nChanged 13
		SP:Iteration 68Q (16391.300000 sec): 3 clusters
  Score: Raw -793775.445599 + Penalty 2971.274371 = -790804.171228
  nChanged 18
		SP:Iteration 69Q (16391.480000 sec): 3 clusters
  Score: Raw -793781.795605 + Penalty 2971.274371 = -790810.521235
  nChanged 24
		SP:Iteration 70Q (16391.750000 sec): 3 clusters
  Score: Raw -793789.385757 + Penalty 2971.274371 = -790818.111386
  nChanged 17
		SP:Iteration 71Q (16391.980000 sec): 3 clusters
  Score: Raw -793794.757905 + Penalty 2971.274371 = -790823.483535
  nChanged 22
		SP:Iteration 72Q (16392.220000 sec): 3 clusters
  Score: Raw -793803.716569 + Penalty 2971.274371 = -790832.442199
  nChanged 21
		SP:Iteration 73Q (16392.380000 sec): 3 clusters
  Score: Raw -793810.984629 + Penalty 2971.274371 = -790839.710258
  nChanged 17
		SP:Iteration 74Q (16392.660000 sec): 3 clusters
  Score: Raw -793815.738215 + Penalty 2971.274371 = -790844.463844
  nChanged 11
		SP:Iteration 75Q (16392.860000 sec): 3 clusters
  Score: Raw -793818.151584 + Penalty 2971.274371 = -790846.877213
  nChanged 6
		SP:Iteration 76Q (16393.020000 sec): 3 clusters
  Score: Raw -793819.830261 + Penalty 2971.274371 = -790848.555890
  nChanged 9
		SP:Iteration 77Q (16393.210000 sec): 3 clusters
  Score: Raw -793822.872687 + Penalty 2971.274371 = -790851.598316
  nChanged 9
		SP:Iteration 78Q (16393.400000 sec): 3 clusters
  Score: Raw -793824.920647 + Penalty 2971.274371 = -790853.646277
  nChanged 4
		SP:Iteration 79Q (16393.550000 sec): 3 clusters
  Score: Raw -793825.989852 + Penalty 2971.274371 = -790854.715482
  nChanged 3
		SP:Iteration 80F (16393.790000 sec): 3 clusters
  Score: Raw -793826.733660 + Penalty 2971.274371 = -790855.459289
  nChanged 2
		SP:Iteration 81Q (16393.990000 sec): 3 clusters
  Score: Raw -793827.195060 + Penalty 2971.274371 = -790855.920689
  nChanged 3
		SP:Iteration 82Q (16394.240000 sec): 3 clusters
  Score: Raw -793827.775333 + Penalty 2971.274371 = -790856.500962
  nChanged 2
		SP:Iteration 83Q (16394.410000 sec): 3 clusters
  Score: Raw -793828.285383 + Penalty 2971.274371 = -790857.011012
  nChanged 1
		SP:Iteration 84Q (16394.570000 sec): 3 clusters
  Score: Raw -793828.766456 + Penalty 2971.274371 = -790857.492085
  nChanged 3
		SP:Iteration 85Q (16394.780000 sec): 3 clusters
  Score: Raw -793831.633873 + Penalty 2971.274371 = -790860.359502
  nChanged 5
		SP:Iteration 86Q (16395.020000 sec): 3 clusters
  Score: Raw -793833.205561 + Penalty 2971.274371 = -790861.931191
  nChanged 4
		SP:Iteration 87Q (16395.240000 sec): 3 clusters
  Score: Raw -793834.457705 + Penalty 2971.274371 = -790863.183334
  nChanged 5
		SP:Iteration 88Q (16395.450000 sec): 3 clusters
  Score: Raw -793835.521388 + Penalty 2971.274371 = -790864.247017
  nChanged 2
		SP:Iteration 89Q (16395.650000 sec): 3 clusters
  Score: Raw -793835.898872 + Penalty 2971.274371 = -790864.624501
  nChanged 2
		SP:Iteration 90Q (16395.870000 sec): 3 clusters
  Score: Raw -793836.148769 + Penalty 2971.274371 = -790864.874399
  nChanged 1
		SP:Iteration 91Q (16396.150000 sec): 3 clusters
  Score: Raw -793836.350018 + Penalty 2971.274371 = -790865.075648
  nChanged 0
		SP:Iteration 92F (16396.410000 sec): 3 clusters
  Score: Raw -793836.350018 + Penalty 2971.274371 = -790865.075648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16396.490000 sec): 2 clusters
  Score: Raw -36595.490713 + Penalty 993.832470 = -35601.658243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16396.680000 sec): 3 clusters
  Score: Raw -36543.197434 + Penalty 1987.664941 = -34555.532494
  nChanged 97
		SP:Iteration 1F (16396.850000 sec): 3 clusters
  Score: Raw -36700.509464 + Penalty 1987.664941 = -34712.844524
  nChanged 25
		SP:Iteration 2F (16397.000000 sec): 3 clusters
  Score: Raw -36760.360871 + Penalty 1987.664941 = -34772.695930
  nChanged 18
		SP:Iteration 3Q (16397.230000 sec): 3 clusters
  Score: Raw -36804.898164 + Penalty 1987.664941 = -34817.233223
  nChanged 12
		SP:Iteration 4Q (16397.420000 sec): 3 clusters
  Score: Raw -36824.704110 + Penalty 1987.664941 = -34837.039169
  nChanged 4
		SP:Iteration 5Q (16397.580000 sec): 3 clusters
  Score: Raw -36830.834205 + Penalty 1987.664941 = -34843.169264
  nChanged 3
		SP:Iteration 6Q (16397.780000 sec): 3 clusters
  Score: Raw -36836.706406 + Penalty 1987.664941 = -34849.041465
  nChanged 3
		SP:Iteration 7Q (16397.970000 sec): 3 clusters
  Score: Raw -36840.971008 + Penalty 1987.664941 = -34853.306067
  nChanged 6
		SP:Iteration 8Q (16398.130000 sec): 3 clusters
  Score: Raw -36849.605625 + Penalty 1987.664941 = -34861.940684
  nChanged 3
		SP:Iteration 9Q (16398.340000 sec): 3 clusters
  Score: Raw -36855.772798 + Penalty 1987.664941 = -34868.107857
  nChanged 2
		SP:Iteration 10Q (16398.510000 sec): 3 clusters
  Score: Raw -36861.196720 + Penalty 1987.664941 = -34873.531779
  nChanged 0
		SP:Iteration 11F (16398.700000 sec): 3 clusters
  Score: Raw -36861.196720 + Penalty 1987.664941 = -34873.531779
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16398.780000 sec): 2 clusters
  Score: Raw -431593.145846 + Penalty 1403.587579 = -430189.558267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16399.000000 sec): 3 clusters
  Score: Raw -428614.398621 + Penalty 2807.175158 = -425807.223463
  nChanged 2384
		SP:Iteration 1F (16399.190000 sec): 3 clusters
  Score: Raw -430009.711731 + Penalty 2807.175158 = -427202.536573
  nChanged 472
		SP:Iteration 2F (16399.370000 sec): 3 clusters
  Score: Raw -430364.180928 + Penalty 2807.175158 = -427557.005770
  nChanged 429
		SP:Iteration 3F (16399.580000 sec): 3 clusters
  Score: Raw -430763.629295 + Penalty 2807.175158 = -427956.454137
  nChanged 415
		SP:Iteration 4F (16399.780000 sec): 3 clusters
  Score: Raw -431201.085431 + Penalty 2807.175158 = -428393.910273
  nChanged 417
		SP:Iteration 5F (16399.980000 sec): 3 clusters
  Score: Raw -431641.443961 + Penalty 2807.175158 = -428834.268804
  nChanged 349
		SP:Iteration 6F (16400.150000 sec): 3 clusters
  Score: Raw -431936.482919 + Penalty 2807.175158 = -429129.307761
  nChanged 285
		SP:Iteration 7F (16400.340000 sec): 3 clusters
  Score: Raw -432112.851338 + Penalty 2807.175158 = -429305.676181
  nChanged 182
		SP:Iteration 8Q (16400.490000 sec): 3 clusters
  Score: Raw -432205.703876 + Penalty 2807.175158 = -429398.528719
  nChanged 110
		SP:Iteration 9Q (16400.690000 sec): 3 clusters
  Score: Raw -432249.543654 + Penalty 2807.175158 = -429442.368496
  nChanged 81
		SP:Iteration 10Q (16400.870000 sec): 3 clusters
  Score: Raw -432282.088047 + Penalty 2807.175158 = -429474.912889
  nChanged 67
		SP:Iteration 11Q (16401.070000 sec): 3 clusters
  Score: Raw -432307.107458 + Penalty 2807.175158 = -429499.932301
  nChanged 50
		SP:Iteration 12Q (16401.230000 sec): 3 clusters
  Score: Raw -432321.467817 + Penalty 2807.175158 = -429514.292659
  nChanged 33
		SP:Iteration 13Q (16401.410000 sec): 3 clusters
  Score: Raw -432329.767490 + Penalty 2807.175158 = -429522.592333
  nChanged 22
		SP:Iteration 14Q (16401.610000 sec): 3 clusters
  Score: Raw -432335.948008 + Penalty 2807.175158 = -429528.772850
  nChanged 16
		SP:Iteration 15Q (16401.780000 sec): 3 clusters
  Score: Raw -432339.611127 + Penalty 2807.175158 = -429532.435970
  nChanged 11
		SP:Iteration 16Q (16402.010000 sec): 3 clusters
  Score: Raw -432341.351321 + Penalty 2807.175158 = -429534.176163
  nChanged 10
		SP:Iteration 17Q (16402.170000 sec): 3 clusters
  Score: Raw -432343.770024 + Penalty 2807.175158 = -429536.594866
  nChanged 10
		SP:Iteration 18Q (16402.390000 sec): 3 clusters
  Score: Raw -432346.172020 + Penalty 2807.175158 = -429538.996862
  nChanged 17
		SP:Iteration 19Q (16402.600000 sec): 3 clusters
  Score: Raw -432349.150892 + Penalty 2807.175158 = -429541.975734
  nChanged 11
		SP:Iteration 20F (16402.790000 sec): 3 clusters
  Score: Raw -432351.480516 + Penalty 2807.175158 = -429544.305359
  nChanged 12
		SP:Iteration 21Q (16403.010000 sec): 3 clusters
  Score: Raw -432355.272753 + Penalty 2807.175158 = -429548.097596
  nChanged 18
		SP:Iteration 22Q (16403.180000 sec): 3 clusters
  Score: Raw -432360.470292 + Penalty 2807.175158 = -429553.295134
  nChanged 19
		SP:Iteration 23Q (16403.360000 sec): 3 clusters
  Score: Raw -432365.198056 + Penalty 2807.175158 = -429558.022899
  nChanged 20
		SP:Iteration 24Q (16403.550000 sec): 3 clusters
  Score: Raw -432369.480144 + Penalty 2807.175158 = -429562.304986
  nChanged 13
		SP:Iteration 25Q (16403.730000 sec): 3 clusters
  Score: Raw -432373.073259 + Penalty 2807.175158 = -429565.898102
  nChanged 16
		SP:Iteration 26Q (16403.930000 sec): 3 clusters
  Score: Raw -432376.442430 + Penalty 2807.175158 = -429569.267273
  nChanged 15
		SP:Iteration 27Q (16404.150000 sec): 3 clusters
  Score: Raw -432380.821472 + Penalty 2807.175158 = -429573.646314
  nChanged 15
		SP:Iteration 28Q (16404.340000 sec): 3 clusters
  Score: Raw -432385.089311 + Penalty 2807.175158 = -429577.914153
  nChanged 14
		SP:Iteration 29Q (16404.590000 sec): 3 clusters
  Score: Raw -432388.705419 + Penalty 2807.175158 = -429581.530261
  nChanged 21
		SP:Iteration 30Q (16404.770000 sec): 3 clusters
  Score: Raw -432393.632701 + Penalty 2807.175158 = -429586.457543
  nChanged 10
		SP:Iteration 31Q (16404.930000 sec): 3 clusters
  Score: Raw -432395.673117 + Penalty 2807.175158 = -429588.497959
  nChanged 11
		SP:Iteration 32Q (16405.140000 sec): 3 clusters
  Score: Raw -432398.686639 + Penalty 2807.175158 = -429591.511481
  nChanged 9
		SP:Iteration 33Q (16405.340000 sec): 3 clusters
  Score: Raw -432400.280612 + Penalty 2807.175158 = -429593.105454
  nChanged 5
		SP:Iteration 34Q (16405.530000 sec): 3 clusters
  Score: Raw -432401.260582 + Penalty 2807.175158 = -429594.085424
  nChanged 4
		SP:Iteration 35Q (16405.690000 sec): 3 clusters
  Score: Raw -432402.009317 + Penalty 2807.175158 = -429594.834159
  nChanged 4
		SP:Iteration 36Q (16405.880000 sec): 3 clusters
  Score: Raw -432402.665754 + Penalty 2807.175158 = -429595.490596
  nChanged 2
		SP:Iteration 37Q (16406.080000 sec): 3 clusters
  Score: Raw -432402.867432 + Penalty 2807.175158 = -429595.692275
  nChanged 1
		SP:Iteration 38Q (16406.250000 sec): 3 clusters
  Score: Raw -432403.022456 + Penalty 2807.175158 = -429595.847298
  nChanged 0
		SP:Iteration 39F (16406.450000 sec): 3 clusters
  Score: Raw -432403.022456 + Penalty 2807.175158 = -429595.847298
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16406.590000 sec): 2 clusters
  Score: Raw -353876.362358 + Penalty 1372.739668 = -352503.622689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16406.770000 sec): 3 clusters
  Score: Raw -351471.519119 + Penalty 2745.479337 = -348726.039783
  nChanged 1892
		SP:Iteration 1F (16406.920000 sec): 3 clusters
  Score: Raw -352585.000019 + Penalty 2745.479337 = -349839.520683
  nChanged 339
		SP:Iteration 2F (16407.140000 sec): 3 clusters
  Score: Raw -352765.882676 + Penalty 2745.479337 = -350020.403340
  nChanged 232
		SP:Iteration 3Q (16407.300000 sec): 3 clusters
  Score: Raw -352910.430783 + Penalty 2745.479337 = -350164.951447
  nChanged 217
		SP:Iteration 4Q (16407.520000 sec): 3 clusters
  Score: Raw -353054.692743 + Penalty 2745.479337 = -350309.213407
  nChanged 176
		SP:Iteration 5Q (16407.720000 sec): 3 clusters
  Score: Raw -353165.799590 + Penalty 2745.479337 = -350420.320254
  nChanged 187
		SP:Iteration 6Q (16407.890000 sec): 3 clusters
  Score: Raw -353286.959964 + Penalty 2745.479337 = -350541.480628
  nChanged 178
		SP:Iteration 7Q (16408.050000 sec): 3 clusters
  Score: Raw -353397.058319 + Penalty 2745.479337 = -350651.578982
  nChanged 180
		SP:Iteration 8Q (16408.260000 sec): 3 clusters
  Score: Raw -353510.388890 + Penalty 2745.479337 = -350764.909554
  nChanged 158
		SP:Iteration 9Q (16408.460000 sec): 3 clusters
  Score: Raw -353614.479952 + Penalty 2745.479337 = -350869.000615
  nChanged 162
		SP:Iteration 10Q (16408.650000 sec): 3 clusters
  Score: Raw -353719.559230 + Penalty 2745.479337 = -350974.079893
  nChanged 156
		SP:Iteration 11Q (16408.850000 sec): 3 clusters
  Score: Raw -353837.040880 + Penalty 2745.479337 = -351091.561543
  nChanged 157
		SP:Iteration 12Q (16409.040000 sec): 3 clusters
  Score: Raw -353957.213755 + Penalty 2745.479337 = -351211.734418
  nChanged 150
		SP:Iteration 13Q (16409.220000 sec): 3 clusters
  Score: Raw -354076.558937 + Penalty 2745.479337 = -351331.079601
  nChanged 150
		SP:Iteration 14Q (16409.380000 sec): 3 clusters
  Score: Raw -354180.186389 + Penalty 2745.479337 = -351434.707052
  nChanged 132
		SP:Iteration 15Q (16409.550000 sec): 3 clusters
  Score: Raw -354265.348148 + Penalty 2745.479337 = -351519.868811
  nChanged 111
		SP:Iteration 16Q (16409.720000 sec): 3 clusters
  Score: Raw -354341.573711 + Penalty 2745.479337 = -351596.094375
  nChanged 100
		SP:Iteration 17Q (16409.890000 sec): 3 clusters
  Score: Raw -354412.997803 + Penalty 2745.479337 = -351667.518467
  nChanged 94
		SP:Iteration 18Q (16410.070000 sec): 3 clusters
  Score: Raw -354475.212452 + Penalty 2745.479337 = -351729.733116
  nChanged 74
		SP:Iteration 19Q (16410.240000 sec): 3 clusters
  Score: Raw -354516.531585 + Penalty 2745.479337 = -351771.052248
  nChanged 60
		SP:Iteration 20F (16410.430000 sec): 3 clusters
  Score: Raw -354550.041918 + Penalty 2745.479337 = -351804.562581
  nChanged 53
		SP:Iteration 21Q (16410.620000 sec): 3 clusters
  Score: Raw -354574.141920 + Penalty 2745.479337 = -351828.662584
  nChanged 37
		SP:Iteration 22Q (16410.800000 sec): 3 clusters
  Score: Raw -354589.070192 + Penalty 2745.479337 = -351843.590855
  nChanged 30
		SP:Iteration 23Q (16410.950000 sec): 3 clusters
  Score: Raw -354599.345217 + Penalty 2745.479337 = -351853.865880
  nChanged 25
		SP:Iteration 24Q (16411.170000 sec): 3 clusters
  Score: Raw -354607.786529 + Penalty 2745.479337 = -351862.307192
  nChanged 20
		SP:Iteration 25Q (16411.330000 sec): 3 clusters
  Score: Raw -354615.395277 + Penalty 2745.479337 = -351869.915940
  nChanged 18
		SP:Iteration 26Q (16411.480000 sec): 3 clusters
  Score: Raw -354621.677577 + Penalty 2745.479337 = -351876.198241
  nChanged 16
		SP:Iteration 27Q (16411.630000 sec): 3 clusters
  Score: Raw -354626.515243 + Penalty 2745.479337 = -351881.035906
  nChanged 15
		SP:Iteration 28Q (16411.830000 sec): 3 clusters
  Score: Raw -354630.430189 + Penalty 2745.479337 = -351884.950852
  nChanged 12
		SP:Iteration 29Q (16412.030000 sec): 3 clusters
  Score: Raw -354633.033485 + Penalty 2745.479337 = -351887.554148
  nChanged 10
		SP:Iteration 30Q (16412.190000 sec): 3 clusters
  Score: Raw -354635.238381 + Penalty 2745.479337 = -351889.759044
  nChanged 5
		SP:Iteration 31Q (16412.330000 sec): 3 clusters
  Score: Raw -354636.501188 + Penalty 2745.479337 = -351891.021852
  nChanged 4
		SP:Iteration 32Q (16412.560000 sec): 3 clusters
  Score: Raw -354637.068011 + Penalty 2745.479337 = -351891.588675
  nChanged 3
		SP:Iteration 33Q (16412.730000 sec): 3 clusters
  Score: Raw -354637.910862 + Penalty 2745.479337 = -351892.431525
  nChanged 6
		SP:Iteration 34Q (16412.950000 sec): 3 clusters
  Score: Raw -354639.485800 + Penalty 2745.479337 = -351894.006463
  nChanged 2
		SP:Iteration 35Q (16413.170000 sec): 3 clusters
  Score: Raw -354640.035953 + Penalty 2745.479337 = -351894.556616
  nChanged 3
		SP:Iteration 36Q (16413.370000 sec): 3 clusters
  Score: Raw -354640.713045 + Penalty 2745.479337 = -351895.233709
  nChanged 4
		SP:Iteration 37Q (16413.530000 sec): 3 clusters
  Score: Raw -354641.637949 + Penalty 2745.479337 = -351896.158612
  nChanged 4
		SP:Iteration 38Q (16413.750000 sec): 3 clusters
  Score: Raw -354642.486104 + Penalty 2745.479337 = -351897.006767
  nChanged 4
		SP:Iteration 39Q (16413.960000 sec): 3 clusters
  Score: Raw -354644.836731 + Penalty 2745.479337 = -351899.357395
  nChanged 12
		SP:Iteration 40F (16414.160000 sec): 3 clusters
  Score: Raw -354650.155031 + Penalty 2745.479337 = -351904.675695
  nChanged 15
		SP:Iteration 41Q (16414.330000 sec): 3 clusters
  Score: Raw -354656.165703 + Penalty 2745.479337 = -351910.686366
  nChanged 20
		SP:Iteration 42Q (16414.480000 sec): 3 clusters
  Score: Raw -354663.958616 + Penalty 2745.479337 = -351918.479279
  nChanged 17
		SP:Iteration 43Q (16414.680000 sec): 3 clusters
  Score: Raw -354670.447613 + Penalty 2745.479337 = -351924.968276
  nChanged 17
		SP:Iteration 44Q (16414.890000 sec): 3 clusters
  Score: Raw -354675.072784 + Penalty 2745.479337 = -351929.593447
  nChanged 7
		SP:Iteration 45Q (16415.060000 sec): 3 clusters
  Score: Raw -354676.953246 + Penalty 2745.479337 = -351931.473909
  nChanged 9
		SP:Iteration 46Q (16415.300000 sec): 3 clusters
  Score: Raw -354679.995288 + Penalty 2745.479337 = -351934.515952
  nChanged 10
		SP:Iteration 47Q (16415.460000 sec): 3 clusters
  Score: Raw -354682.738338 + Penalty 2745.479337 = -351937.259002
  nChanged 8
		SP:Iteration 48Q (16415.680000 sec): 3 clusters
  Score: Raw -354685.073038 + Penalty 2745.479337 = -351939.593701
  nChanged 14
		SP:Iteration 49Q (16415.860000 sec): 3 clusters
  Score: Raw -354691.159190 + Penalty 2745.479337 = -351945.679853
  nChanged 18
		SP:Iteration 50Q (16416.060000 sec): 3 clusters
  Score: Raw -354697.586839 + Penalty 2745.479337 = -351952.107502
  nChanged 14
		SP:Iteration 51Q (16416.260000 sec): 3 clusters
  Score: Raw -354702.717852 + Penalty 2745.479337 = -351957.238516
  nChanged 18
		SP:Iteration 52Q (16416.510000 sec): 3 clusters
  Score: Raw -354709.676181 + Penalty 2745.479337 = -351964.196844
  nChanged 16
		SP:Iteration 53Q (16416.680000 sec): 3 clusters
  Score: Raw -354715.071062 + Penalty 2745.479337 = -351969.591726
  nChanged 17
		SP:Iteration 54Q (16416.880000 sec): 3 clusters
  Score: Raw -354723.982715 + Penalty 2745.479337 = -351978.503378
  nChanged 16
		SP:Iteration 55Q (16417.090000 sec): 3 clusters
  Score: Raw -354731.475944 + Penalty 2745.479337 = -351985.996607
  nChanged 18
		SP:Iteration 56Q (16417.310000 sec): 3 clusters
  Score: Raw -354739.027689 + Penalty 2745.479337 = -351993.548353
  nChanged 20
		SP:Iteration 57Q (16417.520000 sec): 3 clusters
  Score: Raw -354745.101101 + Penalty 2745.479337 = -351999.621764
  nChanged 13
		SP:Iteration 58Q (16417.730000 sec): 3 clusters
  Score: Raw -354748.677307 + Penalty 2745.479337 = -352003.197970
  nChanged 8
		SP:Iteration 59Q (16417.940000 sec): 3 clusters
  Score: Raw -354750.967066 + Penalty 2745.479337 = -352005.487730
  nChanged 6
		SP:Iteration 60F (16418.110000 sec): 3 clusters
  Score: Raw -354753.025193 + Penalty 2745.479337 = -352007.545856
  nChanged 8
		SP:Iteration 61Q (16418.330000 sec): 3 clusters
  Score: Raw -354755.829704 + Penalty 2745.479337 = -352010.350367
  nChanged 12
		SP:Iteration 62Q (16418.500000 sec): 3 clusters
  Score: Raw -354761.370990 + Penalty 2745.479337 = -352015.891654
  nChanged 15
		SP:Iteration 63Q (16418.720000 sec): 3 clusters
  Score: Raw -354767.117670 + Penalty 2745.479337 = -352021.638333
  nChanged 15
		SP:Iteration 64Q (16418.950000 sec): 3 clusters
  Score: Raw -354774.258931 + Penalty 2745.479337 = -352028.779595
  nChanged 14
		SP:Iteration 65Q (16419.110000 sec): 3 clusters
  Score: Raw -354780.373609 + Penalty 2745.479337 = -352034.894272
  nChanged 18
		SP:Iteration 66Q (16419.250000 sec): 3 clusters
  Score: Raw -354787.236873 + Penalty 2745.479337 = -352041.757536
  nChanged 16
		SP:Iteration 67Q (16419.400000 sec): 3 clusters
  Score: Raw -354793.943382 + Penalty 2745.479337 = -352048.464045
  nChanged 15
		SP:Iteration 68Q (16419.560000 sec): 3 clusters
  Score: Raw -354799.157308 + Penalty 2745.479337 = -352053.677972
  nChanged 19
		SP:Iteration 69Q (16419.700000 sec): 3 clusters
  Score: Raw -354806.154417 + Penalty 2745.479337 = -352060.675081
  nChanged 24
		SP:Iteration 70Q (16419.880000 sec): 3 clusters
  Score: Raw -354816.081595 + Penalty 2745.479337 = -352070.602258
  nChanged 26
		SP:Iteration 71Q (16420.040000 sec): 3 clusters
  Score: Raw -354826.692868 + Penalty 2745.479337 = -352081.213531
  nChanged 16
		SP:Iteration 72Q (16420.220000 sec): 3 clusters
  Score: Raw -354834.075619 + Penalty 2745.479337 = -352088.596282
  nChanged 20
		SP:Iteration 73Q (16420.360000 sec): 3 clusters
  Score: Raw -354844.544948 + Penalty 2745.479337 = -352099.065611
  nChanged 16
		SP:Iteration 74Q (16420.530000 sec): 3 clusters
  Score: Raw -354852.206034 + Penalty 2745.479337 = -352106.726697
  nChanged 17
		SP:Iteration 75Q (16420.750000 sec): 3 clusters
  Score: Raw -354863.355785 + Penalty 2745.479337 = -352117.876449
  nChanged 23
		SP:Iteration 76Q (16420.940000 sec): 3 clusters
  Score: Raw -354875.069539 + Penalty 2745.479337 = -352129.590203
  nChanged 25
		SP:Iteration 77Q (16421.140000 sec): 3 clusters
  Score: Raw -354886.699703 + Penalty 2745.479337 = -352141.220366
  nChanged 19
		SP:Iteration 78Q (16421.310000 sec): 3 clusters
  Score: Raw -354893.533540 + Penalty 2745.479337 = -352148.054203
  nChanged 13
		SP:Iteration 79Q (16421.500000 sec): 3 clusters
  Score: Raw -354898.678941 + Penalty 2745.479337 = -352153.199605
  nChanged 11
		SP:Iteration 80F (16421.720000 sec): 3 clusters
  Score: Raw -354902.379847 + Penalty 2745.479337 = -352156.900511
  nChanged 12
		SP:Iteration 81Q (16421.880000 sec): 3 clusters
  Score: Raw -354909.712683 + Penalty 2745.479337 = -352164.233347
  nChanged 20
		SP:Iteration 82Q (16422.110000 sec): 3 clusters
  Score: Raw -354918.317982 + Penalty 2745.479337 = -352172.838645
  nChanged 15
		SP:Iteration 83Q (16422.280000 sec): 3 clusters
  Score: Raw -354924.712584 + Penalty 2745.479337 = -352179.233248
  nChanged 17
		SP:Iteration 84Q (16422.490000 sec): 3 clusters
  Score: Raw -354933.017476 + Penalty 2745.479337 = -352187.538140
  nChanged 13
		SP:Iteration 85Q (16422.680000 sec): 3 clusters
  Score: Raw -354939.850414 + Penalty 2745.479337 = -352194.371078
  nChanged 12
		SP:Iteration 86Q (16422.820000 sec): 3 clusters
  Score: Raw -354944.159169 + Penalty 2745.479337 = -352198.679833
  nChanged 14
		SP:Iteration 87Q (16422.980000 sec): 3 clusters
  Score: Raw -354948.637880 + Penalty 2745.479337 = -352203.158544
  nChanged 13
		SP:Iteration 88Q (16423.170000 sec): 3 clusters
  Score: Raw -354954.398572 + Penalty 2745.479337 = -352208.919235
  nChanged 9
		SP:Iteration 89Q (16423.360000 sec): 3 clusters
  Score: Raw -354958.789933 + Penalty 2745.479337 = -352213.310596
  nChanged 9
		SP:Iteration 90Q (16423.520000 sec): 3 clusters
  Score: Raw -354960.768703 + Penalty 2745.479337 = -352215.289366
  nChanged 2
		SP:Iteration 91Q (16423.680000 sec): 3 clusters
  Score: Raw -354961.241110 + Penalty 2745.479337 = -352215.761773
  nChanged 1
		SP:Iteration 92Q (16423.850000 sec): 3 clusters
  Score: Raw -354961.430265 + Penalty 2745.479337 = -352215.950929
  nChanged 1
		SP:Iteration 93Q (16424.000000 sec): 3 clusters
  Score: Raw -354961.572873 + Penalty 2745.479337 = -352216.093536
  nChanged 2
		SP:Iteration 94Q (16424.180000 sec): 3 clusters
  Score: Raw -354961.922058 + Penalty 2745.479337 = -352216.442721
  nChanged 2
		SP:Iteration 95Q (16424.410000 sec): 3 clusters
  Score: Raw -354962.378472 + Penalty 2745.479337 = -352216.899135
  nChanged 2
		SP:Iteration 96Q (16424.600000 sec): 3 clusters
  Score: Raw -354962.728301 + Penalty 2745.479337 = -352217.248964
  nChanged 3
		SP:Iteration 97Q (16424.790000 sec): 3 clusters
  Score: Raw -354963.421924 + Penalty 2745.479337 = -352217.942588
  nChanged 3
		SP:Iteration 98Q (16424.990000 sec): 3 clusters
  Score: Raw -354964.161806 + Penalty 2745.479337 = -352218.682469
  nChanged 1
		SP:Iteration 99Q (16425.140000 sec): 3 clusters
  Score: Raw -354964.398452 + Penalty 2745.479337 = -352218.919115
  nChanged 0
		SP:Iteration 100F (16425.280000 sec): 3 clusters
  Score: Raw -354964.398452 + Penalty 2745.479337 = -352218.919115
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16425.360000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16425.580000 sec): 3 clusters
  Score: Raw -42161.109392 + Penalty 2062.901493 = -40098.207899
  nChanged 143
		SP:Iteration 1F (16425.740000 sec): 3 clusters
  Score: Raw -42436.978064 + Penalty 2062.901493 = -40374.076570
  nChanged 41
		SP:Iteration 2F (16425.890000 sec): 3 clusters
  Score: Raw -42544.917945 + Penalty 2062.901493 = -40482.016452
  nChanged 28
		SP:Iteration 3Q (16426.060000 sec): 3 clusters
  Score: Raw -42596.564379 + Penalty 2062.901493 = -40533.662886
  nChanged 14
		SP:Iteration 4Q (16426.200000 sec): 3 clusters
  Score: Raw -42621.960312 + Penalty 2062.901493 = -40559.058819
  nChanged 7
		SP:Iteration 5Q (16426.330000 sec): 3 clusters
  Score: Raw -42631.968593 + Penalty 2062.901493 = -40569.067100
  nChanged 6
		SP:Iteration 6Q (16426.480000 sec): 3 clusters
  Score: Raw -42645.086803 + Penalty 2062.901493 = -40582.185310
  nChanged 4
		SP:Iteration 7Q (16426.690000 sec): 3 clusters
  Score: Raw -42649.889061 + Penalty 2062.901493 = -40586.987568
  nChanged 4
		SP:Iteration 8Q (16426.840000 sec): 3 clusters
  Score: Raw -42654.450727 + Penalty 2062.901493 = -40591.549234
  nChanged 3
		SP:Iteration 9Q (16427.030000 sec): 3 clusters
  Score: Raw -42657.873322 + Penalty 2062.901493 = -40594.971829
  nChanged 0
		SP:Iteration 10F (16427.210000 sec): 3 clusters
  Score: Raw -42657.873322 + Penalty 2062.901493 = -40594.971829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16427.390000 sec): 2 clusters
  Score: Raw -1492324.128226 + Penalty 1593.445684 = -1490730.682541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16427.650000 sec): 3 clusters
  Score: Raw -1481391.853741 + Penalty 3186.891368 = -1478204.962372
  nChanged 8191
		SP:Iteration 1F (16427.920000 sec): 3 clusters
  Score: Raw -1485833.239173 + Penalty 3186.891368 = -1482646.347805
  nChanged 854
		SP:Iteration 2Q (16428.170000 sec): 3 clusters
  Score: Raw -1486112.469967 + Penalty 3186.891368 = -1482925.578599
  nChanged 777
		SP:Iteration 3Q (16428.440000 sec): 3 clusters
  Score: Raw -1486350.869531 + Penalty 3186.891368 = -1483163.978162
  nChanged 705
		SP:Iteration 4Q (16428.630000 sec): 3 clusters
  Score: Raw -1486570.983119 + Penalty 3186.891368 = -1483384.091751
  nChanged 636
		SP:Iteration 5Q (16428.890000 sec): 3 clusters
  Score: Raw -1486783.431893 + Penalty 3186.891368 = -1483596.540525
  nChanged 631
		SP:Iteration 6Q (16429.170000 sec): 3 clusters
  Score: Raw -1486972.744745 + Penalty 3186.891368 = -1483785.853376
  nChanged 573
		SP:Iteration 7Q (16429.420000 sec): 3 clusters
  Score: Raw -1487130.954947 + Penalty 3186.891368 = -1483944.063578
  nChanged 489
		SP:Iteration 8Q (16429.660000 sec): 3 clusters
  Score: Raw -1487272.982986 + Penalty 3186.891368 = -1484086.091618
  nChanged 485
		SP:Iteration 9Q (16429.940000 sec): 3 clusters
  Score: Raw -1487408.611549 + Penalty 3186.891368 = -1484221.720180
  nChanged 500
		SP:Iteration 10Q (16430.270000 sec): 3 clusters
  Score: Raw -1487568.702838 + Penalty 3186.891368 = -1484381.811469
  nChanged 549
		SP:Iteration 11Q (16430.510000 sec): 3 clusters
  Score: Raw -1487786.781972 + Penalty 3186.891368 = -1484599.890603
  nChanged 649
		SP:Iteration 12Q (16430.770000 sec): 3 clusters
  Score: Raw -1488086.404405 + Penalty 3186.891368 = -1484899.513037
  nChanged 715
		SP:Iteration 13Q (16431.070000 sec): 3 clusters
  Score: Raw -1488491.171840 + Penalty 3186.891368 = -1485304.280472
  nChanged 762
		SP:Iteration 14Q (16431.350000 sec): 3 clusters
  Score: Raw -1488932.762286 + Penalty 3186.891368 = -1485745.870917
  nChanged 743
		SP:Iteration 15Q (16431.640000 sec): 3 clusters
  Score: Raw -1489396.533615 + Penalty 3186.891368 = -1486209.642247
  nChanged 678
		SP:Iteration 16Q (16431.910000 sec): 3 clusters
  Score: Raw -1489803.070889 + Penalty 3186.891368 = -1486616.179521
  nChanged 610
		SP:Iteration 17Q (16432.140000 sec): 3 clusters
  Score: Raw -1490109.213768 + Penalty 3186.891368 = -1486922.322399
  nChanged 517
		SP:Iteration 18Q (16432.430000 sec): 3 clusters
  Score: Raw -1490359.074381 + Penalty 3186.891368 = -1487172.183012
  nChanged 457
		SP:Iteration 19Q (16432.670000 sec): 3 clusters
  Score: Raw -1490579.459922 + Penalty 3186.891368 = -1487392.568554
  nChanged 415
		SP:Iteration 20F (16432.950000 sec): 3 clusters
  Score: Raw -1490781.855797 + Penalty 3186.891368 = -1487594.964429
  nChanged 367
		SP:Iteration 21Q (16433.170000 sec): 3 clusters
  Score: Raw -1490974.515785 + Penalty 3186.891368 = -1487787.624416
  nChanged 360
		SP:Iteration 22Q (16433.430000 sec): 3 clusters
  Score: Raw -1491172.299626 + Penalty 3186.891368 = -1487985.408258
  nChanged 319
		SP:Iteration 23Q (16433.670000 sec): 3 clusters
  Score: Raw -1491356.327891 + Penalty 3186.891368 = -1488169.436522
  nChanged 288
		SP:Iteration 24Q (16433.930000 sec): 3 clusters
  Score: Raw -1491510.147532 + Penalty 3186.891368 = -1488323.256164
  nChanged 247
		SP:Iteration 25Q (16434.210000 sec): 3 clusters
  Score: Raw -1491650.304330 + Penalty 3186.891368 = -1488463.412961
  nChanged 248
		SP:Iteration 26Q (16434.530000 sec): 3 clusters
  Score: Raw -1491806.670211 + Penalty 3186.891368 = -1488619.778843
  nChanged 224
		SP:Iteration 27Q (16434.750000 sec): 3 clusters
  Score: Raw -1491942.368159 + Penalty 3186.891368 = -1488755.476790
  nChanged 195
		SP:Iteration 28Q (16435.050000 sec): 3 clusters
  Score: Raw -1492074.228149 + Penalty 3186.891368 = -1488887.336781
  nChanged 156
		SP:Iteration 29Q (16435.290000 sec): 3 clusters
  Score: Raw -1492174.292001 + Penalty 3186.891368 = -1488987.400633
  nChanged 136
		SP:Iteration 30Q (16435.610000 sec): 3 clusters
  Score: Raw -1492259.514879 + Penalty 3186.891368 = -1489072.623510
  nChanged 101
		SP:Iteration 31Q (16435.830000 sec): 3 clusters
  Score: Raw -1492331.326347 + Penalty 3186.891368 = -1489144.434979
  nChanged 88
		SP:Iteration 32Q (16436.110000 sec): 3 clusters
  Score: Raw -1492393.362149 + Penalty 3186.891368 = -1489206.470781
  nChanged 71
		SP:Iteration 33Q (16436.350000 sec): 3 clusters
  Score: Raw -1492434.906764 + Penalty 3186.891368 = -1489248.015395
  nChanged 52
		SP:Iteration 34Q (16436.630000 sec): 3 clusters
  Score: Raw -1492462.174355 + Penalty 3186.891368 = -1489275.282987
  nChanged 44
		SP:Iteration 35Q (16436.860000 sec): 3 clusters
  Score: Raw -1492484.219478 + Penalty 3186.891368 = -1489297.328109
  nChanged 35
		SP:Iteration 36Q (16437.060000 sec): 3 clusters
  Score: Raw -1492499.047447 + Penalty 3186.891368 = -1489312.156078
  nChanged 26
		SP:Iteration 37Q (16437.350000 sec): 3 clusters
  Score: Raw -1492509.573650 + Penalty 3186.891368 = -1489322.682282
  nChanged 18
		SP:Iteration 38Q (16437.580000 sec): 3 clusters
  Score: Raw -1492516.821195 + Penalty 3186.891368 = -1489329.929826
  nChanged 10
		SP:Iteration 39Q (16437.830000 sec): 3 clusters
  Score: Raw -1492522.072909 + Penalty 3186.891368 = -1489335.181541
  nChanged 12
		SP:Iteration 40F (16438.180000 sec): 3 clusters
  Score: Raw -1492528.070557 + Penalty 3186.891368 = -1489341.179188
  nChanged 16
		SP:Iteration 41Q (16438.390000 sec): 3 clusters
  Score: Raw -1492534.038357 + Penalty 3186.891368 = -1489347.146988
  nChanged 6
		SP:Iteration 42Q (16438.680000 sec): 3 clusters
  Score: Raw -1492535.512155 + Penalty 3186.891368 = -1489348.620787
  nChanged 5
		SP:Iteration 43Q (16438.920000 sec): 3 clusters
  Score: Raw -1492538.570318 + Penalty 3186.891368 = -1489351.678950
  nChanged 5
		SP:Iteration 44Q (16439.120000 sec): 3 clusters
  Score: Raw -1492540.629445 + Penalty 3186.891368 = -1489353.738076
  nChanged 4
		SP:Iteration 45Q (16439.390000 sec): 3 clusters
  Score: Raw -1492541.581616 + Penalty 3186.891368 = -1489354.690247
  nChanged 5
		SP:Iteration 46Q (16439.630000 sec): 3 clusters
  Score: Raw -1492544.278685 + Penalty 3186.891368 = -1489357.387317
  nChanged 4
		SP:Iteration 47Q (16439.890000 sec): 3 clusters
  Score: Raw -1492547.094806 + Penalty 3186.891368 = -1489360.203438
  nChanged 7
		SP:Iteration 48Q (16440.180000 sec): 3 clusters
  Score: Raw -1492550.320892 + Penalty 3186.891368 = -1489363.429523
  nChanged 3
		SP:Iteration 49Q (16440.440000 sec): 3 clusters
  Score: Raw -1492551.728149 + Penalty 3186.891368 = -1489364.836781
  nChanged 4
		SP:Iteration 50Q (16440.710000 sec): 3 clusters
  Score: Raw -1492552.615289 + Penalty 3186.891368 = -1489365.723921
  nChanged 2
		SP:Iteration 51Q (16440.950000 sec): 3 clusters
  Score: Raw -1492552.942866 + Penalty 3186.891368 = -1489366.051498
  nChanged 1
		SP:Iteration 52Q (16441.220000 sec): 3 clusters
  Score: Raw -1492553.444333 + Penalty 3186.891368 = -1489366.552964
  nChanged 2
		SP:Iteration 53Q (16441.450000 sec): 3 clusters
  Score: Raw -1492554.168617 + Penalty 3186.891368 = -1489367.277249
  nChanged 4
		SP:Iteration 54Q (16441.660000 sec): 3 clusters
  Score: Raw -1492555.089808 + Penalty 3186.891368 = -1489368.198440
  nChanged 1
		SP:Iteration 55Q (16441.900000 sec): 3 clusters
  Score: Raw -1492555.358815 + Penalty 3186.891368 = -1489368.467446
  nChanged 0
		SP:Iteration 56F (16442.150000 sec): 3 clusters
  Score: Raw -1492555.358815 + Penalty 3186.891368 = -1489368.467446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16442.280000 sec): 2 clusters
  Score: Raw -62259.255314 + Penalty 1092.231676 = -61167.023637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16442.430000 sec): 3 clusters
  Score: Raw -61988.316000 + Penalty 2184.463353 = -59803.852647
  nChanged 224
		SP:Iteration 1F (16442.600000 sec): 3 clusters
  Score: Raw -62227.646451 + Penalty 2184.463353 = -60043.183098
  nChanged 79
		SP:Iteration 2F (16442.750000 sec): 3 clusters
  Score: Raw -62327.997506 + Penalty 2184.463353 = -60143.534153
  nChanged 28
		SP:Iteration 3Q (16442.890000 sec): 3 clusters
  Score: Raw -62355.607174 + Penalty 2184.463353 = -60171.143822
  nChanged 12
		SP:Iteration 4Q (16443.050000 sec): 3 clusters
  Score: Raw -62366.251874 + Penalty 2184.463353 = -60181.788522
  nChanged 8
		SP:Iteration 5Q (16443.170000 sec): 3 clusters
  Score: Raw -62373.809446 + Penalty 2184.463353 = -60189.346094
  nChanged 9
		SP:Iteration 6Q (16443.300000 sec): 3 clusters
  Score: Raw -62382.670591 + Penalty 2184.463353 = -60198.207238
  nChanged 4
		SP:Iteration 7Q (16443.480000 sec): 3 clusters
  Score: Raw -62388.384422 + Penalty 2184.463353 = -60203.921069
  nChanged 5
		SP:Iteration 8Q (16443.660000 sec): 3 clusters
  Score: Raw -62394.100439 + Penalty 2184.463353 = -60209.637086
  nChanged 4
		SP:Iteration 9Q (16443.780000 sec): 3 clusters
  Score: Raw -62398.970470 + Penalty 2184.463353 = -60214.507118
  nChanged 5
		SP:Iteration 10Q (16443.960000 sec): 3 clusters
  Score: Raw -62405.814264 + Penalty 2184.463353 = -60221.350912
  nChanged 6
		SP:Iteration 11Q (16444.100000 sec): 3 clusters
  Score: Raw -62410.285294 + Penalty 2184.463353 = -60225.821941
  nChanged 4
		SP:Iteration 12Q (16444.280000 sec): 3 clusters
  Score: Raw -62412.601522 + Penalty 2184.463353 = -60228.138169
  nChanged 0
		SP:Iteration 13F (16444.450000 sec): 3 clusters
  Score: Raw -62412.601522 + Penalty 2184.463353 = -60228.138169
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16444.600000 sec): 2 clusters
  Score: Raw -749169.998721 + Penalty 1478.599453 = -747691.399267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16444.830000 sec): 3 clusters
  Score: Raw -744108.789564 + Penalty 2957.198907 = -741151.590657
  nChanged 3880
		SP:Iteration 1F (16445.050000 sec): 3 clusters
  Score: Raw -746221.349099 + Penalty 2957.198907 = -743264.150192
  nChanged 554
		SP:Iteration 2F (16445.260000 sec): 3 clusters
  Score: Raw -746477.831577 + Penalty 2957.198907 = -743520.632670
  nChanged 475
		SP:Iteration 3F (16445.450000 sec): 3 clusters
  Score: Raw -746703.462738 + Penalty 2957.198907 = -743746.263831
  nChanged 401
		SP:Iteration 4Q (16445.680000 sec): 3 clusters
  Score: Raw -746895.991919 + Penalty 2957.198907 = -743938.793013
  nChanged 391
		SP:Iteration 5Q (16445.860000 sec): 3 clusters
  Score: Raw -747121.468096 + Penalty 2957.198907 = -744164.269189
  nChanged 422
		SP:Iteration 6Q (16446.080000 sec): 3 clusters
  Score: Raw -747382.442417 + Penalty 2957.198907 = -744425.243510
  nChanged 424
		SP:Iteration 7Q (16446.280000 sec): 3 clusters
  Score: Raw -747689.956730 + Penalty 2957.198907 = -744732.757823
  nChanged 441
		SP:Iteration 8Q (16446.540000 sec): 3 clusters
  Score: Raw -748066.242876 + Penalty 2957.198907 = -745109.043969
  nChanged 457
		SP:Iteration 9F (16446.730000 sec): 3 clusters
  Score: Raw -748491.961053 + Penalty 2957.198907 = -745534.762146
  nChanged 429
		SP:Iteration 10Q (16446.960000 sec): 3 clusters
  Score: Raw -748873.498068 + Penalty 2957.198907 = -745916.299161
  nChanged 344
		SP:Iteration 11Q (16447.180000 sec): 3 clusters
  Score: Raw -749175.897334 + Penalty 2957.198907 = -746218.698427
  nChanged 288
		SP:Iteration 12Q (16447.420000 sec): 3 clusters
  Score: Raw -749360.226839 + Penalty 2957.198907 = -746403.027932
  nChanged 213
		SP:Iteration 13Q (16447.610000 sec): 3 clusters
  Score: Raw -749487.209884 + Penalty 2957.198907 = -746530.010978
  nChanged 158
		SP:Iteration 14Q (16447.820000 sec): 3 clusters
  Score: Raw -749569.171143 + Penalty 2957.198907 = -746611.972236
  nChanged 121
		SP:Iteration 15Q (16448.040000 sec): 3 clusters
  Score: Raw -749623.674040 + Penalty 2957.198907 = -746666.475133
  nChanged 97
		SP:Iteration 16Q (16448.210000 sec): 3 clusters
  Score: Raw -749668.074668 + Penalty 2957.198907 = -746710.875761
  nChanged 79
		SP:Iteration 17Q (16448.420000 sec): 3 clusters
  Score: Raw -749705.843398 + Penalty 2957.198907 = -746748.644491
  nChanged 65
		SP:Iteration 18Q (16448.670000 sec): 3 clusters
  Score: Raw -749733.990646 + Penalty 2957.198907 = -746776.791739
  nChanged 61
		SP:Iteration 19Q (16448.890000 sec): 3 clusters
  Score: Raw -749766.958947 + Penalty 2957.198907 = -746809.760040
  nChanged 42
		SP:Iteration 20F (16449.140000 sec): 3 clusters
  Score: Raw -749788.862346 + Penalty 2957.198907 = -746831.663439
  nChanged 45
		SP:Iteration 21Q (16449.370000 sec): 3 clusters
  Score: Raw -749810.911077 + Penalty 2957.198907 = -746853.712170
  nChanged 41
		SP:Iteration 22Q (16449.620000 sec): 3 clusters
  Score: Raw -749831.683684 + Penalty 2957.198907 = -746874.484777
  nChanged 54
		SP:Iteration 23Q (16449.830000 sec): 3 clusters
  Score: Raw -749857.562378 + Penalty 2957.198907 = -746900.363471
  nChanged 40
		SP:Iteration 24Q (16450.020000 sec): 3 clusters
  Score: Raw -749874.701614 + Penalty 2957.198907 = -746917.502707
  nChanged 36
		SP:Iteration 25Q (16450.220000 sec): 3 clusters
  Score: Raw -749887.962669 + Penalty 2957.198907 = -746930.763762
  nChanged 27
		SP:Iteration 26Q (16450.410000 sec): 3 clusters
  Score: Raw -749897.883927 + Penalty 2957.198907 = -746940.685020
  nChanged 31
		SP:Iteration 27Q (16450.660000 sec): 3 clusters
  Score: Raw -749908.733661 + Penalty 2957.198907 = -746951.534755
  nChanged 23
		SP:Iteration 28Q (16450.920000 sec): 3 clusters
  Score: Raw -749918.528615 + Penalty 2957.198907 = -746961.329708
  nChanged 30
		SP:Iteration 29Q (16451.110000 sec): 3 clusters
  Score: Raw -749932.126047 + Penalty 2957.198907 = -746974.927141
  nChanged 27
		SP:Iteration 30Q (16451.310000 sec): 3 clusters
  Score: Raw -749943.729402 + Penalty 2957.198907 = -746986.530495
  nChanged 28
		SP:Iteration 31Q (16451.530000 sec): 3 clusters
  Score: Raw -749956.461134 + Penalty 2957.198907 = -746999.262227
  nChanged 25
		SP:Iteration 32Q (16451.740000 sec): 3 clusters
  Score: Raw -749968.263291 + Penalty 2957.198907 = -747011.064384
  nChanged 25
		SP:Iteration 33Q (16451.950000 sec): 3 clusters
  Score: Raw -749983.803270 + Penalty 2957.198907 = -747026.604363
  nChanged 25
		SP:Iteration 34Q (16452.190000 sec): 3 clusters
  Score: Raw -749993.643418 + Penalty 2957.198907 = -747036.444512
  nChanged 19
		SP:Iteration 35Q (16452.390000 sec): 3 clusters
  Score: Raw -750001.835987 + Penalty 2957.198907 = -747044.637080
  nChanged 16
		SP:Iteration 36Q (16452.570000 sec): 3 clusters
  Score: Raw -750009.598375 + Penalty 2957.198907 = -747052.399468
  nChanged 18
		SP:Iteration 37Q (16452.770000 sec): 3 clusters
  Score: Raw -750018.450261 + Penalty 2957.198907 = -747061.251354
  nChanged 13
		SP:Iteration 38Q (16452.980000 sec): 3 clusters
  Score: Raw -750024.439486 + Penalty 2957.198907 = -747067.240579
  nChanged 14
		SP:Iteration 39Q (16453.200000 sec): 3 clusters
  Score: Raw -750030.259278 + Penalty 2957.198907 = -747073.060371
  nChanged 12
		SP:Iteration 40F (16453.420000 sec): 3 clusters
  Score: Raw -750035.387791 + Penalty 2957.198907 = -747078.188884
  nChanged 11
		SP:Iteration 41Q (16453.630000 sec): 3 clusters
  Score: Raw -750040.632010 + Penalty 2957.198907 = -747083.433103
  nChanged 11
		SP:Iteration 42Q (16453.830000 sec): 3 clusters
  Score: Raw -750044.120268 + Penalty 2957.198907 = -747086.921361
  nChanged 6
		SP:Iteration 43Q (16454.070000 sec): 3 clusters
  Score: Raw -750046.240504 + Penalty 2957.198907 = -747089.041597
  nChanged 5
		SP:Iteration 44Q (16454.310000 sec): 3 clusters
  Score: Raw -750047.725788 + Penalty 2957.198907 = -747090.526881
  nChanged 6
		SP:Iteration 45Q (16454.510000 sec): 3 clusters
  Score: Raw -750049.349543 + Penalty 2957.198907 = -747092.150636
  nChanged 2
		SP:Iteration 46Q (16454.710000 sec): 3 clusters
  Score: Raw -750049.692306 + Penalty 2957.198907 = -747092.493399
  nChanged 0
		SP:Iteration 47F (16454.950000 sec): 3 clusters
  Score: Raw -750049.692306 + Penalty 2957.198907 = -747092.493399
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16455.100000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16455.300000 sec): 3 clusters
  Score: Raw -63705.337798 + Penalty 2160.919979 = -61544.417820
  nChanged 197
		SP:Iteration 1F (16455.430000 sec): 3 clusters
  Score: Raw -63933.770512 + Penalty 2160.919979 = -61772.850534
  nChanged 64
		SP:Iteration 2F (16455.610000 sec): 3 clusters
  Score: Raw -64026.631977 + Penalty 2160.919979 = -61865.711998
  nChanged 26
		SP:Iteration 3Q (16455.790000 sec): 3 clusters
  Score: Raw -64056.208248 + Penalty 2160.919979 = -61895.288269
  nChanged 22
		SP:Iteration 4Q (16455.990000 sec): 3 clusters
  Score: Raw -64084.621804 + Penalty 2160.919979 = -61923.701826
  nChanged 15
		SP:Iteration 5Q (16456.220000 sec): 3 clusters
  Score: Raw -64101.551815 + Penalty 2160.919979 = -61940.631836
  nChanged 11
		SP:Iteration 6Q (16456.380000 sec): 3 clusters
  Score: Raw -64112.420650 + Penalty 2160.919979 = -61951.500671
  nChanged 4
		SP:Iteration 7Q (16456.580000 sec): 3 clusters
  Score: Raw -64115.985990 + Penalty 2160.919979 = -61955.066011
  nChanged 3
		SP:Iteration 8Q (16456.710000 sec): 3 clusters
  Score: Raw -64119.160683 + Penalty 2160.919979 = -61958.240705
  nChanged 1
		SP:Iteration 9Q (16456.830000 sec): 3 clusters
  Score: Raw -64120.332763 + Penalty 2160.919979 = -61959.412784
  nChanged 2
		SP:Iteration 10Q (16456.950000 sec): 3 clusters
  Score: Raw -64123.978015 + Penalty 2160.919979 = -61963.058036
  nChanged 3
		SP:Iteration 11Q (16457.080000 sec): 3 clusters
  Score: Raw -64128.600583 + Penalty 2160.919979 = -61967.680604
  nChanged 0
		SP:Iteration 12F (16457.210000 sec): 3 clusters
  Score: Raw -64128.600583 + Penalty 2160.919979 = -61967.680604
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16457.310000 sec): 2 clusters
  Score: Raw -332972.950391 + Penalty 1357.672798 = -331615.277593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16457.470000 sec): 3 clusters
  Score: Raw -330767.200851 + Penalty 2715.345597 = -328051.855254
  nChanged 1707
		SP:Iteration 1F (16457.650000 sec): 3 clusters
  Score: Raw -331741.021067 + Penalty 2715.345597 = -329025.675470
  nChanged 331
		SP:Iteration 2F (16457.820000 sec): 3 clusters
  Score: Raw -331963.351039 + Penalty 2715.345597 = -329248.005443
  nChanged 283
		SP:Iteration 3F (16457.950000 sec): 3 clusters
  Score: Raw -332147.865179 + Penalty 2715.345597 = -329432.519582
  nChanged 254
		SP:Iteration 4F (16458.080000 sec): 3 clusters
  Score: Raw -332300.286644 + Penalty 2715.345597 = -329584.941047
  nChanged 193
		SP:Iteration 5Q (16458.200000 sec): 3 clusters
  Score: Raw -332414.552293 + Penalty 2715.345597 = -329699.206697
  nChanged 167
		SP:Iteration 6Q (16458.380000 sec): 3 clusters
  Score: Raw -332514.380771 + Penalty 2715.345597 = -329799.035174
  nChanged 133
		SP:Iteration 7Q (16458.540000 sec): 3 clusters
  Score: Raw -332585.667096 + Penalty 2715.345597 = -329870.321499
  nChanged 121
		SP:Iteration 8Q (16458.740000 sec): 3 clusters
  Score: Raw -332647.975080 + Penalty 2715.345597 = -329932.629483
  nChanged 106
		SP:Iteration 9Q (16458.900000 sec): 3 clusters
  Score: Raw -332695.844502 + Penalty 2715.345597 = -329980.498906
  nChanged 80
		SP:Iteration 10Q (16459.040000 sec): 3 clusters
  Score: Raw -332728.634480 + Penalty 2715.345597 = -330013.288883
  nChanged 66
		SP:Iteration 11Q (16459.180000 sec): 3 clusters
  Score: Raw -332760.103261 + Penalty 2715.345597 = -330044.757664
  nChanged 63
		SP:Iteration 12Q (16459.360000 sec): 3 clusters
  Score: Raw -332783.361913 + Penalty 2715.345597 = -330068.016316
  nChanged 47
		SP:Iteration 13Q (16459.530000 sec): 3 clusters
  Score: Raw -332802.051584 + Penalty 2715.345597 = -330086.705987
  nChanged 44
		SP:Iteration 14Q (16459.670000 sec): 3 clusters
  Score: Raw -332820.554498 + Penalty 2715.345597 = -330105.208901
  nChanged 32
		SP:Iteration 15Q (16459.810000 sec): 3 clusters
  Score: Raw -332832.345313 + Penalty 2715.345597 = -330116.999716
  nChanged 35
		SP:Iteration 16Q (16459.990000 sec): 3 clusters
  Score: Raw -332844.595943 + Penalty 2715.345597 = -330129.250346
  nChanged 25
		SP:Iteration 17Q (16460.180000 sec): 3 clusters
  Score: Raw -332854.703188 + Penalty 2715.345597 = -330139.357592
  nChanged 29
		SP:Iteration 18Q (16460.320000 sec): 3 clusters
  Score: Raw -332862.214480 + Penalty 2715.345597 = -330146.868883
  nChanged 18
		SP:Iteration 19Q (16460.470000 sec): 3 clusters
  Score: Raw -332867.248074 + Penalty 2715.345597 = -330151.902477
  nChanged 16
		SP:Iteration 20F (16460.660000 sec): 3 clusters
  Score: Raw -332871.694663 + Penalty 2715.345597 = -330156.349066
  nChanged 12
		SP:Iteration 21Q (16460.800000 sec): 3 clusters
  Score: Raw -332875.872439 + Penalty 2715.345597 = -330160.526842
  nChanged 16
		SP:Iteration 22Q (16460.940000 sec): 3 clusters
  Score: Raw -332881.371129 + Penalty 2715.345597 = -330166.025533
  nChanged 18
		SP:Iteration 23Q (16461.130000 sec): 3 clusters
  Score: Raw -332887.470168 + Penalty 2715.345597 = -330172.124571
  nChanged 23
		SP:Iteration 24Q (16461.320000 sec): 3 clusters
  Score: Raw -332896.508761 + Penalty 2715.345597 = -330181.163165
  nChanged 22
		SP:Iteration 25Q (16461.460000 sec): 3 clusters
  Score: Raw -332904.223814 + Penalty 2715.345597 = -330188.878218
  nChanged 24
		SP:Iteration 26Q (16461.650000 sec): 3 clusters
  Score: Raw -332909.993236 + Penalty 2715.345597 = -330194.647639
  nChanged 12
		SP:Iteration 27Q (16461.800000 sec): 3 clusters
  Score: Raw -332913.001975 + Penalty 2715.345597 = -330197.656378
  nChanged 7
		SP:Iteration 28Q (16462.040000 sec): 3 clusters
  Score: Raw -332914.881328 + Penalty 2715.345597 = -330199.535731
  nChanged 8
		SP:Iteration 29Q (16462.260000 sec): 3 clusters
  Score: Raw -332916.992013 + Penalty 2715.345597 = -330201.646416
  nChanged 10
		SP:Iteration 30Q (16462.490000 sec): 3 clusters
  Score: Raw -332920.427472 + Penalty 2715.345597 = -330205.081875
  nChanged 14
		SP:Iteration 31Q (16462.630000 sec): 3 clusters
  Score: Raw -332925.077561 + Penalty 2715.345597 = -330209.731964
  nChanged 12
		SP:Iteration 32Q (16462.810000 sec): 3 clusters
  Score: Raw -332927.798499 + Penalty 2715.345597 = -330212.452902
  nChanged 7
		SP:Iteration 33Q (16463.010000 sec): 3 clusters
  Score: Raw -332929.730753 + Penalty 2715.345597 = -330214.385157
  nChanged 7
		SP:Iteration 34Q (16463.220000 sec): 3 clusters
  Score: Raw -332931.252200 + Penalty 2715.345597 = -330215.906604
  nChanged 6
		SP:Iteration 35Q (16463.400000 sec): 3 clusters
  Score: Raw -332932.577236 + Penalty 2715.345597 = -330217.231640
  nChanged 4
		SP:Iteration 36Q (16463.600000 sec): 3 clusters
  Score: Raw -332933.842545 + Penalty 2715.345597 = -330218.496948
  nChanged 5
		SP:Iteration 37Q (16463.790000 sec): 3 clusters
  Score: Raw -332935.225856 + Penalty 2715.345597 = -330219.880259
  nChanged 4
		SP:Iteration 38Q (16463.960000 sec): 3 clusters
  Score: Raw -332936.575971 + Penalty 2715.345597 = -330221.230374
  nChanged 6
		SP:Iteration 39Q (16464.230000 sec): 3 clusters
  Score: Raw -332937.819809 + Penalty 2715.345597 = -330222.474212
  nChanged 3
		SP:Iteration 40F (16464.460000 sec): 3 clusters
  Score: Raw -332938.599785 + Penalty 2715.345597 = -330223.254188
  nChanged 4
		SP:Iteration 41Q (16464.600000 sec): 3 clusters
  Score: Raw -332939.666288 + Penalty 2715.345597 = -330224.320691
  nChanged 2
		SP:Iteration 42Q (16464.840000 sec): 3 clusters
  Score: Raw -332940.134061 + Penalty 2715.345597 = -330224.788464
  nChanged 3
		SP:Iteration 43Q (16465.010000 sec): 3 clusters
  Score: Raw -332940.794132 + Penalty 2715.345597 = -330225.448536
  nChanged 2
		SP:Iteration 44Q (16465.200000 sec): 3 clusters
  Score: Raw -332941.313584 + Penalty 2715.345597 = -330225.967987
  nChanged 3
		SP:Iteration 45Q (16465.380000 sec): 3 clusters
  Score: Raw -332941.823659 + Penalty 2715.345597 = -330226.478062
  nChanged 3
		SP:Iteration 46Q (16465.570000 sec): 3 clusters
  Score: Raw -332942.890515 + Penalty 2715.345597 = -330227.544919
  nChanged 1
		SP:Iteration 47Q (16465.770000 sec): 3 clusters
  Score: Raw -332943.013466 + Penalty 2715.345597 = -330227.667870
  nChanged 1
		SP:Iteration 48Q (16465.910000 sec): 3 clusters
  Score: Raw -332943.155921 + Penalty 2715.345597 = -330227.810324
  nChanged 1
		SP:Iteration 49Q (16466.120000 sec): 3 clusters
  Score: Raw -332943.404045 + Penalty 2715.345597 = -330228.058449
  nChanged 1
		SP:Iteration 50Q (16466.330000 sec): 3 clusters
  Score: Raw -332943.704296 + Penalty 2715.345597 = -330228.358699
  nChanged 1
		SP:Iteration 51Q (16466.600000 sec): 3 clusters
  Score: Raw -332943.871513 + Penalty 2715.345597 = -330228.525917
  nChanged 0
		SP:Iteration 52F (16466.760000 sec): 3 clusters
  Score: Raw -332943.871513 + Penalty 2715.345597 = -330228.525917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16466.860000 sec): 2 clusters
  Score: Raw -116564.604593 + Penalty 1204.770172 = -115359.834421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16467.090000 sec): 3 clusters
  Score: Raw -115900.636029 + Penalty 2409.540344 = -113491.095685
  nChanged 600
		SP:Iteration 1F (16467.250000 sec): 3 clusters
  Score: Raw -116443.844888 + Penalty 2409.540344 = -114034.304544
  nChanged 156
		SP:Iteration 2F (16467.410000 sec): 3 clusters
  Score: Raw -116623.674398 + Penalty 2409.540344 = -114214.134053
  nChanged 104
		SP:Iteration 3F (16467.520000 sec): 3 clusters
  Score: Raw -116734.476214 + Penalty 2409.540344 = -114324.935870
  nChanged 79
		SP:Iteration 4Q (16467.700000 sec): 3 clusters
  Score: Raw -116827.995205 + Penalty 2409.540344 = -114418.454860
  nChanged 67
		SP:Iteration 5Q (16467.860000 sec): 3 clusters
  Score: Raw -116889.501314 + Penalty 2409.540344 = -114479.960969
  nChanged 45
		SP:Iteration 6Q (16468.080000 sec): 3 clusters
  Score: Raw -116930.658529 + Penalty 2409.540344 = -114521.118185
  nChanged 33
		SP:Iteration 7Q (16468.250000 sec): 3 clusters
  Score: Raw -116950.875719 + Penalty 2409.540344 = -114541.335375
  nChanged 16
		SP:Iteration 8Q (16468.400000 sec): 3 clusters
  Score: Raw -116961.614486 + Penalty 2409.540344 = -114552.074141
  nChanged 20
		SP:Iteration 9Q (16468.590000 sec): 3 clusters
  Score: Raw -116973.056471 + Penalty 2409.540344 = -114563.516126
  nChanged 13
		SP:Iteration 10Q (16468.790000 sec): 3 clusters
  Score: Raw -116980.203725 + Penalty 2409.540344 = -114570.663380
  nChanged 8
		SP:Iteration 11Q (16469.010000 sec): 3 clusters
  Score: Raw -116984.765866 + Penalty 2409.540344 = -114575.225522
  nChanged 7
		SP:Iteration 12Q (16469.150000 sec): 3 clusters
  Score: Raw -116993.487154 + Penalty 2409.540344 = -114583.946809
  nChanged 9
		SP:Iteration 13Q (16469.360000 sec): 3 clusters
  Score: Raw -116999.370410 + Penalty 2409.540344 = -114589.830065
  nChanged 3
		SP:Iteration 14Q (16469.510000 sec): 3 clusters
  Score: Raw -117001.064522 + Penalty 2409.540344 = -114591.524177
  nChanged 3
		SP:Iteration 15Q (16469.690000 sec): 3 clusters
  Score: Raw -117002.009749 + Penalty 2409.540344 = -114592.469405
  nChanged 2
		SP:Iteration 16Q (16469.870000 sec): 3 clusters
  Score: Raw -117002.448699 + Penalty 2409.540344 = -114592.908354
  nChanged 1
		SP:Iteration 17Q (16470.000000 sec): 3 clusters
  Score: Raw -117003.054126 + Penalty 2409.540344 = -114593.513781
  nChanged 1
		SP:Iteration 18Q (16470.220000 sec): 3 clusters
  Score: Raw -117003.621920 + Penalty 2409.540344 = -114594.081576
  nChanged 0
		SP:Iteration 19F (16470.380000 sec): 3 clusters
  Score: Raw -117003.621920 + Penalty 2409.540344 = -114594.081576
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16470.490000 sec): 2 clusters
  Score: Raw -224818.517642 + Penalty 1285.112913 = -223533.404728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16470.690000 sec): 3 clusters
  Score: Raw -223603.210294 + Penalty 2570.225827 = -221032.984467
  nChanged 990
		SP:Iteration 1F (16470.870000 sec): 3 clusters
  Score: Raw -224254.827873 + Penalty 2570.225827 = -221684.602046
  nChanged 227
		SP:Iteration 2F (16471.070000 sec): 3 clusters
  Score: Raw -224433.071929 + Penalty 2570.225827 = -221862.846103
  nChanged 183
		SP:Iteration 3F (16471.270000 sec): 3 clusters
  Score: Raw -224601.980174 + Penalty 2570.225827 = -222031.754347
  nChanged 149
		SP:Iteration 4F (16471.440000 sec): 3 clusters
  Score: Raw -224723.201372 + Penalty 2570.225827 = -222152.975545
  nChanged 122
		SP:Iteration 5Q (16471.670000 sec): 3 clusters
  Score: Raw -224811.085980 + Penalty 2570.225827 = -222240.860153
  nChanged 93
		SP:Iteration 6Q (16471.870000 sec): 3 clusters
  Score: Raw -224874.073945 + Penalty 2570.225827 = -222303.848118
  nChanged 76
		SP:Iteration 7Q (16472.050000 sec): 3 clusters
  Score: Raw -224925.309566 + Penalty 2570.225827 = -222355.083739
  nChanged 57
		SP:Iteration 8Q (16472.220000 sec): 3 clusters
  Score: Raw -224963.138776 + Penalty 2570.225827 = -222392.912950
  nChanged 54
		SP:Iteration 9Q (16472.420000 sec): 3 clusters
  Score: Raw -225004.459876 + Penalty 2570.225827 = -222434.234050
  nChanged 55
		SP:Iteration 10Q (16472.610000 sec): 3 clusters
  Score: Raw -225037.846738 + Penalty 2570.225827 = -222467.620911
  nChanged 27
		SP:Iteration 11Q (16472.820000 sec): 3 clusters
  Score: Raw -225050.442394 + Penalty 2570.225827 = -222480.216567
  nChanged 19
		SP:Iteration 12Q (16473.030000 sec): 3 clusters
  Score: Raw -225058.016808 + Penalty 2570.225827 = -222487.790981
  nChanged 10
		SP:Iteration 13Q (16473.250000 sec): 3 clusters
  Score: Raw -225061.872114 + Penalty 2570.225827 = -222491.646287
  nChanged 9
		SP:Iteration 14Q (16473.490000 sec): 3 clusters
  Score: Raw -225065.085725 + Penalty 2570.225827 = -222494.859898
  nChanged 8
		SP:Iteration 15Q (16473.690000 sec): 3 clusters
  Score: Raw -225067.152141 + Penalty 2570.225827 = -222496.926315
  nChanged 5
		SP:Iteration 16Q (16473.890000 sec): 3 clusters
  Score: Raw -225068.427080 + Penalty 2570.225827 = -222498.201253
  nChanged 2
		SP:Iteration 17Q (16474.100000 sec): 3 clusters
  Score: Raw -225069.163768 + Penalty 2570.225827 = -222498.937941
  nChanged 5
		SP:Iteration 18Q (16474.270000 sec): 3 clusters
  Score: Raw -225071.051165 + Penalty 2570.225827 = -222500.825339
  nChanged 5
		SP:Iteration 19Q (16474.460000 sec): 3 clusters
  Score: Raw -225072.710285 + Penalty 2570.225827 = -222502.484458
  nChanged 3
		SP:Iteration 20F (16474.710000 sec): 3 clusters
  Score: Raw -225074.237328 + Penalty 2570.225827 = -222504.011501
  nChanged 4
		SP:Iteration 21Q (16474.920000 sec): 3 clusters
  Score: Raw -225075.557746 + Penalty 2570.225827 = -222505.331919
  nChanged 2
		SP:Iteration 22Q (16475.120000 sec): 3 clusters
  Score: Raw -225076.263208 + Penalty 2570.225827 = -222506.037381
  nChanged 1
		SP:Iteration 23Q (16475.330000 sec): 3 clusters
  Score: Raw -225076.465645 + Penalty 2570.225827 = -222506.239819
  nChanged 1
		SP:Iteration 24Q (16475.550000 sec): 3 clusters
  Score: Raw -225076.825407 + Penalty 2570.225827 = -222506.599581
  nChanged 3
		SP:Iteration 25Q (16475.690000 sec): 3 clusters
  Score: Raw -225078.419461 + Penalty 2570.225827 = -222508.193635
  nChanged 2
		SP:Iteration 26Q (16475.840000 sec): 3 clusters
  Score: Raw -225079.387024 + Penalty 2570.225827 = -222509.161197
  nChanged 1
		SP:Iteration 27Q (16476.010000 sec): 3 clusters
  Score: Raw -225079.517391 + Penalty 2570.225827 = -222509.291565
  nChanged 0
		SP:Iteration 28F (16476.130000 sec): 3 clusters
  Score: Raw -225079.517391 + Penalty 2570.225827 = -222509.291565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (3980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16476.220000 sec): 2 clusters
  Score: Raw -326541.439459 + Penalty 1346.968528 = -325194.470931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16476.390000 sec): 3 clusters
  Score: Raw -324523.904840 + Penalty 2693.937057 = -321829.967783
  nChanged 1609
		SP:Iteration 1F (16476.520000 sec): 3 clusters
  Score: Raw -325472.591094 + Penalty 2693.937057 = -322778.654037
  nChanged 326
		SP:Iteration 2F (16476.640000 sec): 3 clusters
  Score: Raw -325678.676515 + Penalty 2693.937057 = -322984.739458
  nChanged 259
		SP:Iteration 3F (16476.800000 sec): 3 clusters
  Score: Raw -325850.875503 + Penalty 2693.937057 = -323156.938446
  nChanged 210
		SP:Iteration 4F (16477.040000 sec): 3 clusters
  Score: Raw -325984.697395 + Penalty 2693.937057 = -323290.760338
  nChanged 167
		SP:Iteration 5Q (16477.240000 sec): 3 clusters
  Score: Raw -326088.330105 + Penalty 2693.937057 = -323394.393048
  nChanged 130
		SP:Iteration 6Q (16477.490000 sec): 3 clusters
  Score: Raw -326163.266177 + Penalty 2693.937057 = -323469.329120
  nChanged 104
		SP:Iteration 7Q (16477.680000 sec): 3 clusters
  Score: Raw -326214.097285 + Penalty 2693.937057 = -323520.160228
  nChanged 90
		SP:Iteration 8Q (16477.820000 sec): 3 clusters
  Score: Raw -326257.063554 + Penalty 2693.937057 = -323563.126497
  nChanged 66
		SP:Iteration 9Q (16477.950000 sec): 3 clusters
  Score: Raw -326288.507744 + Penalty 2693.937057 = -323594.570687
  nChanged 59
		SP:Iteration 10Q (16478.140000 sec): 3 clusters
  Score: Raw -326315.022286 + Penalty 2693.937057 = -323621.085229
  nChanged 56
		SP:Iteration 11Q (16478.310000 sec): 3 clusters
  Score: Raw -326345.033323 + Penalty 2693.937057 = -323651.096267
  nChanged 54
		SP:Iteration 12Q (16478.480000 sec): 3 clusters
  Score: Raw -326372.599712 + Penalty 2693.937057 = -323678.662655
  nChanged 58
		SP:Iteration 13Q (16478.630000 sec): 3 clusters
  Score: Raw -326402.037769 + Penalty 2693.937057 = -323708.100712
  nChanged 44
		SP:Iteration 14Q (16478.850000 sec): 3 clusters
  Score: Raw -326423.772066 + Penalty 2693.937057 = -323729.835010
  nChanged 41
		SP:Iteration 15Q (16479.020000 sec): 3 clusters
  Score: Raw -326438.418643 + Penalty 2693.937057 = -323744.481586
  nChanged 35
		SP:Iteration 16Q (16479.250000 sec): 3 clusters
  Score: Raw -326451.262898 + Penalty 2693.937057 = -323757.325841
  nChanged 33
		SP:Iteration 17Q (16479.470000 sec): 3 clusters
  Score: Raw -326460.612147 + Penalty 2693.937057 = -323766.675090
  nChanged 27
		SP:Iteration 18Q (16479.690000 sec): 3 clusters
  Score: Raw -326469.197578 + Penalty 2693.937057 = -323775.260521
  nChanged 29
		SP:Iteration 19Q (16479.810000 sec): 3 clusters
  Score: Raw -326480.176708 + Penalty 2693.937057 = -323786.239651
  nChanged 26
		SP:Iteration 20F (16479.940000 sec): 3 clusters
  Score: Raw -326489.021020 + Penalty 2693.937057 = -323795.083963
  nChanged 19
		SP:Iteration 21Q (16480.070000 sec): 3 clusters
  Score: Raw -326494.687427 + Penalty 2693.937057 = -323800.750370
  nChanged 21
		SP:Iteration 22Q (16480.240000 sec): 3 clusters
  Score: Raw -326501.642739 + Penalty 2693.937057 = -323807.705682
  nChanged 16
		SP:Iteration 23Q (16480.390000 sec): 3 clusters
  Score: Raw -326505.863496 + Penalty 2693.937057 = -323811.926439
  nChanged 15
		SP:Iteration 24Q (16480.550000 sec): 3 clusters
  Score: Raw -326509.589900 + Penalty 2693.937057 = -323815.652843
  nChanged 15
		SP:Iteration 25Q (16480.730000 sec): 3 clusters
  Score: Raw -326513.502889 + Penalty 2693.937057 = -323819.565832
  nChanged 15
		SP:Iteration 26Q (16481.010000 sec): 3 clusters
  Score: Raw -326517.345816 + Penalty 2693.937057 = -323823.408759
  nChanged 12
		SP:Iteration 27Q (16481.210000 sec): 3 clusters
  Score: Raw -326519.757062 + Penalty 2693.937057 = -323825.820005
  nChanged 8
		SP:Iteration 28Q (16481.390000 sec): 3 clusters
  Score: Raw -326521.980467 + Penalty 2693.937057 = -323828.043410
  nChanged 6
		SP:Iteration 29Q (16481.550000 sec): 3 clusters
  Score: Raw -326523.564399 + Penalty 2693.937057 = -323829.627342
  nChanged 6
		SP:Iteration 30Q (16481.810000 sec): 3 clusters
  Score: Raw -326525.089829 + Penalty 2693.937057 = -323831.152772
  nChanged 5
		SP:Iteration 31Q (16481.970000 sec): 3 clusters
  Score: Raw -326526.748989 + Penalty 2693.937057 = -323832.811932
  nChanged 6
		SP:Iteration 32Q (16482.170000 sec): 3 clusters
  Score: Raw -326528.346910 + Penalty 2693.937057 = -323834.409853
  nChanged 7
		SP:Iteration 33Q (16482.340000 sec): 3 clusters
  Score: Raw -326531.126950 + Penalty 2693.937057 = -323837.189893
  nChanged 13
		SP:Iteration 34Q (16482.600000 sec): 3 clusters
  Score: Raw -326533.981419 + Penalty 2693.937057 = -323840.044362
  nChanged 5
		SP:Iteration 35Q (16482.800000 sec): 3 clusters
  Score: Raw -326534.848018 + Penalty 2693.937057 = -323840.910961
  nChanged 3
		SP:Iteration 36Q (16482.950000 sec): 3 clusters
  Score: Raw -326535.516647 + Penalty 2693.937057 = -323841.579590
  nChanged 2
		SP:Iteration 37Q (16483.160000 sec): 3 clusters
  Score: Raw -326535.953104 + Penalty 2693.937057 = -323842.016047
  nChanged 2
		SP:Iteration 38Q (16483.400000 sec): 3 clusters
  Score: Raw -326536.578955 + Penalty 2693.937057 = -323842.641898
  nChanged 1
		SP:Iteration 39Q (16483.560000 sec): 3 clusters
  Score: Raw -326536.830053 + Penalty 2693.937057 = -323842.892996
  nChanged 0
		SP:Iteration 40F (16483.750000 sec): 3 clusters
  Score: Raw -326536.830053 + Penalty 2693.937057 = -323842.892996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16483.870000 sec): 2 clusters
  Score: Raw -308374.843235 + Penalty 1359.535174 = -307015.308061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16484.050000 sec): 3 clusters
  Score: Raw -306171.962483 + Penalty 2719.070348 = -303452.892135
  nChanged 1743
		SP:Iteration 1F (16484.200000 sec): 3 clusters
  Score: Raw -307279.484139 + Penalty 2719.070348 = -304560.413791
  nChanged 389
		SP:Iteration 2F (16484.420000 sec): 3 clusters
  Score: Raw -307572.122087 + Penalty 2719.070348 = -304853.051739
  nChanged 282
		SP:Iteration 3F (16484.630000 sec): 3 clusters
  Score: Raw -307748.942442 + Penalty 2719.070348 = -305029.872093
  nChanged 190
		SP:Iteration 4Q (16484.780000 sec): 3 clusters
  Score: Raw -307858.083994 + Penalty 2719.070348 = -305139.013646
  nChanged 174
		SP:Iteration 5Q (16484.950000 sec): 3 clusters
  Score: Raw -307950.545460 + Penalty 2719.070348 = -305231.475112
  nChanged 146
		SP:Iteration 6Q (16485.110000 sec): 3 clusters
  Score: Raw -308032.072000 + Penalty 2719.070348 = -305313.001652
  nChanged 133
		SP:Iteration 7Q (16485.310000 sec): 3 clusters
  Score: Raw -308099.282157 + Penalty 2719.070348 = -305380.211809
  nChanged 104
		SP:Iteration 8Q (16485.470000 sec): 3 clusters
  Score: Raw -308148.137255 + Penalty 2719.070348 = -305429.066907
  nChanged 94
		SP:Iteration 9Q (16485.680000 sec): 3 clusters
  Score: Raw -308196.190513 + Penalty 2719.070348 = -305477.120165
  nChanged 87
		SP:Iteration 10Q (16485.860000 sec): 3 clusters
  Score: Raw -308238.951460 + Penalty 2719.070348 = -305519.881112
  nChanged 74
		SP:Iteration 11Q (16486.020000 sec): 3 clusters
  Score: Raw -308278.256994 + Penalty 2719.070348 = -305559.186645
  nChanged 79
		SP:Iteration 12Q (16486.230000 sec): 3 clusters
  Score: Raw -308321.008554 + Penalty 2719.070348 = -305601.938206
  nChanged 88
		SP:Iteration 13Q (16486.400000 sec): 3 clusters
  Score: Raw -308369.025816 + Penalty 2719.070348 = -305649.955467
  nChanged 67
		SP:Iteration 14Q (16486.600000 sec): 3 clusters
  Score: Raw -308410.622487 + Penalty 2719.070348 = -305691.552139
  nChanged 59
		SP:Iteration 15Q (16486.830000 sec): 3 clusters
  Score: Raw -308438.177494 + Penalty 2719.070348 = -305719.107146
  nChanged 47
		SP:Iteration 16Q (16487.030000 sec): 3 clusters
  Score: Raw -308462.720300 + Penalty 2719.070348 = -305743.649952
  nChanged 50
		SP:Iteration 17Q (16487.200000 sec): 3 clusters
  Score: Raw -308487.518089 + Penalty 2719.070348 = -305768.447741
  nChanged 50
		SP:Iteration 18Q (16487.380000 sec): 3 clusters
  Score: Raw -308510.656994 + Penalty 2719.070348 = -305791.586646
  nChanged 45
		SP:Iteration 19Q (16487.600000 sec): 3 clusters
  Score: Raw -308533.298960 + Penalty 2719.070348 = -305814.228612
  nChanged 46
		SP:Iteration 20F (16487.790000 sec): 3 clusters
  Score: Raw -308552.018629 + Penalty 2719.070348 = -305832.948281
  nChanged 41
		SP:Iteration 21Q (16487.980000 sec): 3 clusters
  Score: Raw -308567.713857 + Penalty 2719.070348 = -305848.643509
  nChanged 34
		SP:Iteration 22Q (16488.180000 sec): 3 clusters
  Score: Raw -308583.834919 + Penalty 2719.070348 = -305864.764571
  nChanged 25
		SP:Iteration 23Q (16488.390000 sec): 3 clusters
  Score: Raw -308593.020185 + Penalty 2719.070348 = -305873.949837
  nChanged 18
		SP:Iteration 24Q (16488.580000 sec): 3 clusters
  Score: Raw -308599.420506 + Penalty 2719.070348 = -305880.350158
  nChanged 18
		SP:Iteration 25Q (16488.750000 sec): 3 clusters
  Score: Raw -308606.401236 + Penalty 2719.070348 = -305887.330888
  nChanged 16
		SP:Iteration 26Q (16488.990000 sec): 3 clusters
  Score: Raw -308612.095417 + Penalty 2719.070348 = -305893.025069
  nChanged 16
		SP:Iteration 27Q (16489.190000 sec): 3 clusters
  Score: Raw -308617.278436 + Penalty 2719.070348 = -305898.208087
  nChanged 14
		SP:Iteration 28Q (16489.360000 sec): 3 clusters
  Score: Raw -308622.232587 + Penalty 2719.070348 = -305903.162239
  nChanged 18
		SP:Iteration 29Q (16489.540000 sec): 3 clusters
  Score: Raw -308630.807883 + Penalty 2719.070348 = -305911.737535
  nChanged 21
		SP:Iteration 30Q (16489.720000 sec): 3 clusters
  Score: Raw -308638.731384 + Penalty 2719.070348 = -305919.661036
  nChanged 18
		SP:Iteration 31Q (16489.900000 sec): 3 clusters
  Score: Raw -308644.279208 + Penalty 2719.070348 = -305925.208860
  nChanged 16
		SP:Iteration 32Q (16490.090000 sec): 3 clusters
  Score: Raw -308649.283097 + Penalty 2719.070348 = -305930.212749
  nChanged 15
		SP:Iteration 33Q (16490.270000 sec): 3 clusters
  Score: Raw -308655.488588 + Penalty 2719.070348 = -305936.418240
  nChanged 19
		SP:Iteration 34Q (16490.440000 sec): 3 clusters
  Score: Raw -308663.497241 + Penalty 2719.070348 = -305944.426893
  nChanged 20
		SP:Iteration 35Q (16490.620000 sec): 3 clusters
  Score: Raw -308670.490711 + Penalty 2719.070348 = -305951.420363
  nChanged 20
		SP:Iteration 36Q (16490.820000 sec): 3 clusters
  Score: Raw -308678.427176 + Penalty 2719.070348 = -305959.356828
  nChanged 27
		SP:Iteration 37Q (16491.000000 sec): 3 clusters
  Score: Raw -308691.612885 + Penalty 2719.070348 = -305972.542537
  nChanged 25
		SP:Iteration 38Q (16491.150000 sec): 3 clusters
  Score: Raw -308703.106488 + Penalty 2719.070348 = -305984.036140
  nChanged 20
		SP:Iteration 39Q (16491.330000 sec): 3 clusters
  Score: Raw -308711.392882 + Penalty 2719.070348 = -305992.322534
  nChanged 16
		SP:Iteration 40F (16491.560000 sec): 3 clusters
  Score: Raw -308719.003048 + Penalty 2719.070348 = -305999.932700
  nChanged 10
		SP:Iteration 41Q (16491.790000 sec): 3 clusters
  Score: Raw -308723.352984 + Penalty 2719.070348 = -306004.282636
  nChanged 13
		SP:Iteration 42Q (16491.990000 sec): 3 clusters
  Score: Raw -308727.177271 + Penalty 2719.070348 = -306008.106923
  nChanged 9
		SP:Iteration 43Q (16492.200000 sec): 3 clusters
  Score: Raw -308730.968152 + Penalty 2719.070348 = -306011.897804
  nChanged 11
		SP:Iteration 44Q (16492.410000 sec): 3 clusters
  Score: Raw -308734.707359 + Penalty 2719.070348 = -306015.637011
  nChanged 8
		SP:Iteration 45Q (16492.590000 sec): 3 clusters
  Score: Raw -308737.409695 + Penalty 2719.070348 = -306018.339347
  nChanged 6
		SP:Iteration 46Q (16492.830000 sec): 3 clusters
  Score: Raw -308739.455686 + Penalty 2719.070348 = -306020.385338
  nChanged 8
		SP:Iteration 47Q (16493.020000 sec): 3 clusters
  Score: Raw -308742.979111 + Penalty 2719.070348 = -306023.908763
  nChanged 14
		SP:Iteration 48Q (16493.260000 sec): 3 clusters
  Score: Raw -308749.786513 + Penalty 2719.070348 = -306030.716165
  nChanged 14
		SP:Iteration 49Q (16493.460000 sec): 3 clusters
  Score: Raw -308756.277211 + Penalty 2719.070348 = -306037.206863
  nChanged 10
		SP:Iteration 50Q (16493.650000 sec): 3 clusters
  Score: Raw -308759.214994 + Penalty 2719.070348 = -306040.144646
  nChanged 8
		SP:Iteration 51Q (16493.880000 sec): 3 clusters
  Score: Raw -308763.384102 + Penalty 2719.070348 = -306044.313754
  nChanged 7
		SP:Iteration 52Q (16494.080000 sec): 3 clusters
  Score: Raw -308768.437842 + Penalty 2719.070348 = -306049.367494
  nChanged 10
		SP:Iteration 53Q (16494.330000 sec): 3 clusters
  Score: Raw -308774.346367 + Penalty 2719.070348 = -306055.276019
  nChanged 9
		SP:Iteration 54Q (16494.550000 sec): 3 clusters
  Score: Raw -308778.520706 + Penalty 2719.070348 = -306059.450358
  nChanged 10
		SP:Iteration 55Q (16494.710000 sec): 3 clusters
  Score: Raw -308782.891612 + Penalty 2719.070348 = -306063.821264
  nChanged 6
		SP:Iteration 56Q (16494.840000 sec): 3 clusters
  Score: Raw -308787.919109 + Penalty 2719.070348 = -306068.848761
  nChanged 9
		SP:Iteration 57Q (16495.020000 sec): 3 clusters
  Score: Raw -308792.130646 + Penalty 2719.070348 = -306073.060298
  nChanged 6
		SP:Iteration 58Q (16495.170000 sec): 3 clusters
  Score: Raw -308795.336454 + Penalty 2719.070348 = -306076.266106
  nChanged 9
		SP:Iteration 59Q (16495.340000 sec): 3 clusters
  Score: Raw -308798.111614 + Penalty 2719.070348 = -306079.041266
  nChanged 6
		SP:Iteration 60F (16495.490000 sec): 3 clusters
  Score: Raw -308800.105054 + Penalty 2719.070348 = -306081.034706
  nChanged 4
		SP:Iteration 61Q (16495.680000 sec): 3 clusters
  Score: Raw -308802.503349 + Penalty 2719.070348 = -306083.433001
  nChanged 5
		SP:Iteration 62Q (16495.870000 sec): 3 clusters
  Score: Raw -308803.938071 + Penalty 2719.070348 = -306084.867723
  nChanged 3
		SP:Iteration 63Q (16495.980000 sec): 3 clusters
  Score: Raw -308805.212755 + Penalty 2719.070348 = -306086.142407
  nChanged 8
		SP:Iteration 64Q (16496.180000 sec): 3 clusters
  Score: Raw -308809.317884 + Penalty 2719.070348 = -306090.247536
  nChanged 2
		SP:Iteration 65Q (16496.320000 sec): 3 clusters
  Score: Raw -308810.904710 + Penalty 2719.070348 = -306091.834362
  nChanged 0
		SP:Iteration 66F (16496.500000 sec): 3 clusters
  Score: Raw -308810.904710 + Penalty 2719.070348 = -306091.834362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16496.580000 sec): 2 clusters
  Score: Raw -270227.679149 + Penalty 1315.881218 = -268911.797931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16496.790000 sec): 3 clusters
  Score: Raw -268604.826122 + Penalty 2631.762436 = -265973.063685
  nChanged 1291
		SP:Iteration 1F (16496.940000 sec): 3 clusters
  Score: Raw -269399.209559 + Penalty 2631.762436 = -266767.447123
  nChanged 240
		SP:Iteration 2F (16497.120000 sec): 3 clusters
  Score: Raw -269546.644456 + Penalty 2631.762436 = -266914.882020
  nChanged 179
		SP:Iteration 3F (16497.260000 sec): 3 clusters
  Score: Raw -269655.031529 + Penalty 2631.762436 = -267023.269092
  nChanged 136
		SP:Iteration 4Q (16497.410000 sec): 3 clusters
  Score: Raw -269756.118804 + Penalty 2631.762436 = -267124.356368
  nChanged 143
		SP:Iteration 5Q (16497.550000 sec): 3 clusters
  Score: Raw -269869.331752 + Penalty 2631.762436 = -267237.569316
  nChanged 158
		SP:Iteration 6Q (16497.700000 sec): 3 clusters
  Score: Raw -270012.057797 + Penalty 2631.762436 = -267380.295361
  nChanged 166
		SP:Iteration 7F (16497.880000 sec): 3 clusters
  Score: Raw -270141.602533 + Penalty 2631.762436 = -267509.840096
  nChanged 159
		SP:Iteration 8Q (16498.030000 sec): 3 clusters
  Score: Raw -270261.460121 + Penalty 2631.762436 = -267629.697685
  nChanged 143
		SP:Iteration 9Q (16498.210000 sec): 3 clusters
  Score: Raw -270375.327511 + Penalty 2631.762436 = -267743.565074
  nChanged 132
		SP:Iteration 10Q (16498.350000 sec): 3 clusters
  Score: Raw -270466.398530 + Penalty 2631.762436 = -267834.636094
  nChanged 109
		SP:Iteration 11Q (16498.540000 sec): 3 clusters
  Score: Raw -270545.097492 + Penalty 2631.762436 = -267913.335056
  nChanged 102
		SP:Iteration 12Q (16498.740000 sec): 3 clusters
  Score: Raw -270616.280696 + Penalty 2631.762436 = -267984.518260
  nChanged 95
		SP:Iteration 13Q (16498.900000 sec): 3 clusters
  Score: Raw -270677.969203 + Penalty 2631.762436 = -268046.206767
  nChanged 84
		SP:Iteration 14Q (16499.100000 sec): 3 clusters
  Score: Raw -270739.850558 + Penalty 2631.762436 = -268108.088121
  nChanged 62
		SP:Iteration 15Q (16499.230000 sec): 3 clusters
  Score: Raw -270789.471280 + Penalty 2631.762436 = -268157.708844
  nChanged 52
		SP:Iteration 16Q (16499.380000 sec): 3 clusters
  Score: Raw -270821.002997 + Penalty 2631.762436 = -268189.240560
  nChanged 37
		SP:Iteration 17Q (16499.580000 sec): 3 clusters
  Score: Raw -270838.345055 + Penalty 2631.762436 = -268206.582618
  nChanged 16
		SP:Iteration 18Q (16499.760000 sec): 3 clusters
  Score: Raw -270845.380261 + Penalty 2631.762436 = -268213.617824
  nChanged 17
		SP:Iteration 19Q (16499.960000 sec): 3 clusters
  Score: Raw -270852.039916 + Penalty 2631.762436 = -268220.277480
  nChanged 9
		SP:Iteration 20F (16500.170000 sec): 3 clusters
  Score: Raw -270855.974948 + Penalty 2631.762436 = -268224.212511
  nChanged 10
		SP:Iteration 21Q (16500.360000 sec): 3 clusters
  Score: Raw -270860.148250 + Penalty 2631.762436 = -268228.385814
  nChanged 5
		SP:Iteration 22Q (16500.580000 sec): 3 clusters
  Score: Raw -270861.999490 + Penalty 2631.762436 = -268230.237054
  nChanged 4
		SP:Iteration 23Q (16500.770000 sec): 3 clusters
  Score: Raw -270863.635380 + Penalty 2631.762436 = -268231.872944
  nChanged 4
		SP:Iteration 24Q (16500.940000 sec): 3 clusters
  Score: Raw -270864.657261 + Penalty 2631.762436 = -268232.894825
  nChanged 3
		SP:Iteration 25Q (16501.080000 sec): 3 clusters
  Score: Raw -270865.307204 + Penalty 2631.762436 = -268233.544768
  nChanged 2
		SP:Iteration 26Q (16501.240000 sec): 3 clusters
  Score: Raw -270865.753092 + Penalty 2631.762436 = -268233.990655
  nChanged 0
		SP:Iteration 27F (16501.430000 sec): 3 clusters
  Score: Raw -270865.753092 + Penalty 2631.762436 = -268233.990655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16501.520000 sec): 2 clusters
  Score: Raw -22667.011888 + Penalty 984.986749 = -21682.025139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16501.720000 sec): 3 clusters
  Score: Raw -22633.221230 + Penalty 1969.973499 = -20663.247732
  nChanged 110
		SP:Iteration 1F (16501.930000 sec): 3 clusters
  Score: Raw -22787.544671 + Penalty 1969.973499 = -20817.571172
  nChanged 31
		SP:Iteration 2F (16502.100000 sec): 3 clusters
  Score: Raw -22846.436515 + Penalty 1969.973499 = -20876.463017
  nChanged 16
		SP:Iteration 3Q (16502.330000 sec): 3 clusters
  Score: Raw -22881.567897 + Penalty 1969.973499 = -20911.594398
  nChanged 8
		SP:Iteration 4Q (16502.480000 sec): 3 clusters
  Score: Raw -22893.658069 + Penalty 1969.973499 = -20923.684571
  nChanged 7
		SP:Iteration 5Q (16502.620000 sec): 3 clusters
  Score: Raw -22905.299472 + Penalty 1969.973499 = -20935.325973
  nChanged 6
		SP:Iteration 6Q (16502.830000 sec): 3 clusters
  Score: Raw -22915.493334 + Penalty 1969.973499 = -20945.519836
  nChanged 4
		SP:Iteration 7Q (16503.030000 sec): 3 clusters
  Score: Raw -22923.163201 + Penalty 1969.973499 = -20953.189703
  nChanged 2
		SP:Iteration 8Q (16503.160000 sec): 3 clusters
  Score: Raw -22930.272236 + Penalty 1969.973499 = -20960.298738
  nChanged 2
		SP:Iteration 9Q (16503.400000 sec): 3 clusters
  Score: Raw -22938.324674 + Penalty 1969.973499 = -20968.351175
  nChanged 3
		SP:Iteration 10Q (16503.550000 sec): 3 clusters
  Score: Raw -22952.523224 + Penalty 1969.973499 = -20982.549725
  nChanged 4
		SP:Iteration 11Q (16503.740000 sec): 3 clusters
  Score: Raw -22958.895696 + Penalty 1969.973499 = -20988.922197
  nChanged 5
		SP:Iteration 12Q (16503.940000 sec): 3 clusters
  Score: Raw -22970.386273 + Penalty 1969.973499 = -21000.412775
  nChanged 1
		SP:Iteration 13Q (16504.120000 sec): 3 clusters
  Score: Raw -22972.047531 + Penalty 1969.973499 = -21002.074033
  nChanged 1
		SP:Iteration 14Q (16504.300000 sec): 3 clusters
  Score: Raw -22972.579885 + Penalty 1969.973499 = -21002.606387
  nChanged 0
		SP:Iteration 15F (16504.520000 sec): 3 clusters
  Score: Raw -22972.579885 + Penalty 1969.973499 = -21002.606387
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16504.600000 sec): 2 clusters
  Score: Raw -296151.400130 + Penalty 1334.410090 = -294816.990041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16504.810000 sec): 3 clusters
  Score: Raw -294375.757931 + Penalty 2668.820179 = -291706.937752
  nChanged 1471
		SP:Iteration 1F (16505.030000 sec): 3 clusters
  Score: Raw -295283.998744 + Penalty 2668.820179 = -292615.178564
  nChanged 329
		SP:Iteration 2F (16505.230000 sec): 3 clusters
  Score: Raw -295516.255465 + Penalty 2668.820179 = -292847.435286
  nChanged 228
		SP:Iteration 3F (16505.410000 sec): 3 clusters
  Score: Raw -295706.757523 + Penalty 2668.820179 = -293037.937344
  nChanged 195
		SP:Iteration 4F (16505.580000 sec): 3 clusters
  Score: Raw -295874.473637 + Penalty 2668.820179 = -293205.653458
  nChanged 180
		SP:Iteration 5Q (16505.810000 sec): 3 clusters
  Score: Raw -296036.497514 + Penalty 2668.820179 = -293367.677335
  nChanged 177
		SP:Iteration 6Q (16505.970000 sec): 3 clusters
  Score: Raw -296195.068748 + Penalty 2668.820179 = -293526.248569
  nChanged 156
		SP:Iteration 7Q (16506.170000 sec): 3 clusters
  Score: Raw -296326.305407 + Penalty 2668.820179 = -293657.485228
  nChanged 129
		SP:Iteration 8Q (16506.340000 sec): 3 clusters
  Score: Raw -296434.736693 + Penalty 2668.820179 = -293765.916514
  nChanged 104
		SP:Iteration 9Q (16506.550000 sec): 3 clusters
  Score: Raw -296520.101605 + Penalty 2668.820179 = -293851.281426
  nChanged 83
		SP:Iteration 10Q (16506.700000 sec): 3 clusters
  Score: Raw -296582.688597 + Penalty 2668.820179 = -293913.868418
  nChanged 70
		SP:Iteration 11Q (16506.910000 sec): 3 clusters
  Score: Raw -296622.529831 + Penalty 2668.820179 = -293953.709651
  nChanged 54
		SP:Iteration 12Q (16507.050000 sec): 3 clusters
  Score: Raw -296652.552520 + Penalty 2668.820179 = -293983.732341
  nChanged 44
		SP:Iteration 13Q (16507.210000 sec): 3 clusters
  Score: Raw -296679.825430 + Penalty 2668.820179 = -294011.005251
  nChanged 38
		SP:Iteration 14Q (16507.430000 sec): 3 clusters
  Score: Raw -296699.294743 + Penalty 2668.820179 = -294030.474564
  nChanged 30
		SP:Iteration 15Q (16507.590000 sec): 3 clusters
  Score: Raw -296716.270783 + Penalty 2668.820179 = -294047.450604
  nChanged 29
		SP:Iteration 16Q (16507.830000 sec): 3 clusters
  Score: Raw -296732.164348 + Penalty 2668.820179 = -294063.344169
  nChanged 23
		SP:Iteration 17Q (16507.990000 sec): 3 clusters
  Score: Raw -296742.738106 + Penalty 2668.820179 = -294073.917927
  nChanged 22
		SP:Iteration 18Q (16508.170000 sec): 3 clusters
  Score: Raw -296752.292404 + Penalty 2668.820179 = -294083.472225
  nChanged 16
		SP:Iteration 19Q (16508.390000 sec): 3 clusters
  Score: Raw -296758.640944 + Penalty 2668.820179 = -294089.820765
  nChanged 16
		SP:Iteration 20F (16508.600000 sec): 3 clusters
  Score: Raw -296764.625631 + Penalty 2668.820179 = -294095.805452
  nChanged 14
		SP:Iteration 21Q (16508.830000 sec): 3 clusters
  Score: Raw -296770.425373 + Penalty 2668.820179 = -294101.605194
  nChanged 16
		SP:Iteration 22Q (16508.990000 sec): 3 clusters
  Score: Raw -296777.413533 + Penalty 2668.820179 = -294108.593354
  nChanged 20
		SP:Iteration 23Q (16509.150000 sec): 3 clusters
  Score: Raw -296787.428437 + Penalty 2668.820179 = -294118.608258
  nChanged 18
		SP:Iteration 24Q (16509.370000 sec): 3 clusters
  Score: Raw -296792.636521 + Penalty 2668.820179 = -294123.816342
  nChanged 13
		SP:Iteration 25Q (16509.570000 sec): 3 clusters
  Score: Raw -296797.590017 + Penalty 2668.820179 = -294128.769838
  nChanged 15
		SP:Iteration 26Q (16509.740000 sec): 3 clusters
  Score: Raw -296806.613548 + Penalty 2668.820179 = -294137.793368
  nChanged 16
		SP:Iteration 27Q (16509.930000 sec): 3 clusters
  Score: Raw -296812.917797 + Penalty 2668.820179 = -294144.097618
  nChanged 12
		SP:Iteration 28Q (16510.150000 sec): 3 clusters
  Score: Raw -296817.891750 + Penalty 2668.820179 = -294149.071571
  nChanged 9
		SP:Iteration 29Q (16510.360000 sec): 3 clusters
  Score: Raw -296820.072188 + Penalty 2668.820179 = -294151.252008
  nChanged 4
		SP:Iteration 30Q (16510.530000 sec): 3 clusters
  Score: Raw -296820.914558 + Penalty 2668.820179 = -294152.094379
  nChanged 3
		SP:Iteration 31Q (16510.750000 sec): 3 clusters
  Score: Raw -296821.435231 + Penalty 2668.820179 = -294152.615052
  nChanged 2
		SP:Iteration 32Q (16510.980000 sec): 3 clusters
  Score: Raw -296821.838182 + Penalty 2668.820179 = -294153.018003
  nChanged 1
		SP:Iteration 33Q (16511.210000 sec): 3 clusters
  Score: Raw -296822.436159 + Penalty 2668.820179 = -294153.615980
  nChanged 2
		SP:Iteration 34Q (16511.360000 sec): 3 clusters
  Score: Raw -296823.075200 + Penalty 2668.820179 = -294154.255021
  nChanged 3
		SP:Iteration 35Q (16511.550000 sec): 3 clusters
  Score: Raw -296823.965015 + Penalty 2668.820179 = -294155.144836
  nChanged 5
		SP:Iteration 36Q (16511.720000 sec): 3 clusters
  Score: Raw -296825.859157 + Penalty 2668.820179 = -294157.038978
  nChanged 3
		SP:Iteration 37Q (16511.930000 sec): 3 clusters
  Score: Raw -296826.988881 + Penalty 2668.820179 = -294158.168702
  nChanged 2
		SP:Iteration 38Q (16512.130000 sec): 3 clusters
  Score: Raw -296827.511746 + Penalty 2668.820179 = -294158.691567
  nChanged 3
		SP:Iteration 39Q (16512.320000 sec): 3 clusters
  Score: Raw -296828.001710 + Penalty 2668.820179 = -294159.181531
  nChanged 1
		SP:Iteration 40F (16512.440000 sec): 3 clusters
  Score: Raw -296828.217280 + Penalty 2668.820179 = -294159.397101
  nChanged 1
		SP:Iteration 41Q (16512.630000 sec): 3 clusters
  Score: Raw -296828.404646 + Penalty 2668.820179 = -294159.584466
  nChanged 0
		SP:Iteration 42F (16512.770000 sec): 3 clusters
  Score: Raw -296828.404646 + Penalty 2668.820179 = -294159.584466
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16512.920000 sec): 2 clusters
  Score: Raw -1013855.819462 + Penalty 1530.518163 = -1012325.301299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16513.190000 sec): 3 clusters
  Score: Raw -1006694.665777 + Penalty 3061.036326 = -1003633.629451
  nChanged 5399
		SP:Iteration 1F (16513.410000 sec): 3 clusters
  Score: Raw -1009563.268024 + Penalty 3061.036326 = -1006502.231698
  nChanged 641
		SP:Iteration 2F (16513.610000 sec): 3 clusters
  Score: Raw -1009779.275399 + Penalty 3061.036326 = -1006718.239073
  nChanged 500
		SP:Iteration 3Q (16513.830000 sec): 3 clusters
  Score: Raw -1009917.151939 + Penalty 3061.036326 = -1006856.115613
  nChanged 393
		SP:Iteration 4Q (16514.070000 sec): 3 clusters
  Score: Raw -1010037.021327 + Penalty 3061.036326 = -1006975.985001
  nChanged 364
		SP:Iteration 5Q (16514.310000 sec): 3 clusters
  Score: Raw -1010134.504855 + Penalty 3061.036326 = -1007073.468529
  nChanged 319
		SP:Iteration 6Q (16514.560000 sec): 3 clusters
  Score: Raw -1010226.599469 + Penalty 3061.036326 = -1007165.563143
  nChanged 297
		SP:Iteration 7Q (16514.800000 sec): 3 clusters
  Score: Raw -1010300.002503 + Penalty 3061.036326 = -1007238.966177
  nChanged 273
		SP:Iteration 8Q (16515.010000 sec): 3 clusters
  Score: Raw -1010369.827336 + Penalty 3061.036326 = -1007308.791010
  nChanged 271
		SP:Iteration 9Q (16515.270000 sec): 3 clusters
  Score: Raw -1010442.687208 + Penalty 3061.036326 = -1007381.650883
  nChanged 288
		SP:Iteration 10Q (16515.490000 sec): 3 clusters
  Score: Raw -1010518.701096 + Penalty 3061.036326 = -1007457.664770
  nChanged 277
		SP:Iteration 11Q (16515.780000 sec): 3 clusters
  Score: Raw -1010604.650554 + Penalty 3061.036326 = -1007543.614228
  nChanged 294
		SP:Iteration 12Q (16516.000000 sec): 3 clusters
  Score: Raw -1010710.928285 + Penalty 3061.036326 = -1007649.891959
  nChanged 345
		SP:Iteration 13Q (16516.230000 sec): 3 clusters
  Score: Raw -1010864.453400 + Penalty 3061.036326 = -1007803.417074
  nChanged 379
		SP:Iteration 14Q (16516.550000 sec): 3 clusters
  Score: Raw -1011049.509946 + Penalty 3061.036326 = -1007988.473620
  nChanged 439
		SP:Iteration 15Q (16516.750000 sec): 3 clusters
  Score: Raw -1011269.327217 + Penalty 3061.036326 = -1008208.290891
  nChanged 455
		SP:Iteration 16Q (16516.990000 sec): 3 clusters
  Score: Raw -1011545.135150 + Penalty 3061.036326 = -1008484.098824
  nChanged 488
		SP:Iteration 17Q (16517.230000 sec): 3 clusters
  Score: Raw -1011888.898874 + Penalty 3061.036326 = -1008827.862548
  nChanged 479
		SP:Iteration 18Q (16517.460000 sec): 3 clusters
  Score: Raw -1012234.747426 + Penalty 3061.036326 = -1009173.711100
  nChanged 449
		SP:Iteration 19Q (16517.680000 sec): 3 clusters
  Score: Raw -1012572.231981 + Penalty 3061.036326 = -1009511.195655
  nChanged 396
		SP:Iteration 20F (16517.910000 sec): 3 clusters
  Score: Raw -1012851.024690 + Penalty 3061.036326 = -1009789.988364
  nChanged 307
		SP:Iteration 21Q (16518.180000 sec): 3 clusters
  Score: Raw -1013060.746867 + Penalty 3061.036326 = -1009999.710541
  nChanged 237
		SP:Iteration 22Q (16518.360000 sec): 3 clusters
  Score: Raw -1013209.508116 + Penalty 3061.036326 = -1010148.471790
  nChanged 211
		SP:Iteration 23Q (16518.550000 sec): 3 clusters
  Score: Raw -1013343.083936 + Penalty 3061.036326 = -1010282.047610
  nChanged 166
		SP:Iteration 24Q (16518.780000 sec): 3 clusters
  Score: Raw -1013442.335562 + Penalty 3061.036326 = -1010381.299236
  nChanged 133
		SP:Iteration 25Q (16519.020000 sec): 3 clusters
  Score: Raw -1013525.766998 + Penalty 3061.036326 = -1010464.730672
  nChanged 119
		SP:Iteration 26Q (16519.250000 sec): 3 clusters
  Score: Raw -1013594.803931 + Penalty 3061.036326 = -1010533.767605
  nChanged 117
		SP:Iteration 27Q (16519.470000 sec): 3 clusters
  Score: Raw -1013665.893320 + Penalty 3061.036326 = -1010604.856994
  nChanged 102
		SP:Iteration 28Q (16519.650000 sec): 3 clusters
  Score: Raw -1013735.462852 + Penalty 3061.036326 = -1010674.426526
  nChanged 89
		SP:Iteration 29Q (16519.880000 sec): 3 clusters
  Score: Raw -1013790.962909 + Penalty 3061.036326 = -1010729.926583
  nChanged 64
		SP:Iteration 30Q (16520.130000 sec): 3 clusters
  Score: Raw -1013833.984833 + Penalty 3061.036326 = -1010772.948507
  nChanged 52
		SP:Iteration 31Q (16520.390000 sec): 3 clusters
  Score: Raw -1013868.728011 + Penalty 3061.036326 = -1010807.691685
  nChanged 46
		SP:Iteration 32Q (16520.610000 sec): 3 clusters
  Score: Raw -1013896.824402 + Penalty 3061.036326 = -1010835.788076
  nChanged 36
		SP:Iteration 33Q (16520.830000 sec): 3 clusters
  Score: Raw -1013921.529137 + Penalty 3061.036326 = -1010860.492811
  nChanged 25
		SP:Iteration 34Q (16521.100000 sec): 3 clusters
  Score: Raw -1013939.814061 + Penalty 3061.036326 = -1010878.777735
  nChanged 20
		SP:Iteration 35Q (16521.310000 sec): 3 clusters
  Score: Raw -1013953.417474 + Penalty 3061.036326 = -1010892.381148
  nChanged 21
		SP:Iteration 36Q (16521.510000 sec): 3 clusters
  Score: Raw -1013969.659623 + Penalty 3061.036326 = -1010908.623297
  nChanged 18
		SP:Iteration 37Q (16521.740000 sec): 3 clusters
  Score: Raw -1013986.264155 + Penalty 3061.036326 = -1010925.227829
  nChanged 15
		SP:Iteration 38Q (16521.950000 sec): 3 clusters
  Score: Raw -1013995.979487 + Penalty 3061.036326 = -1010934.943161
  nChanged 9
		SP:Iteration 39Q (16522.180000 sec): 3 clusters
  Score: Raw -1014001.543956 + Penalty 3061.036326 = -1010940.507630
  nChanged 7
		SP:Iteration 40F (16522.420000 sec): 3 clusters
  Score: Raw -1014005.435192 + Penalty 3061.036326 = -1010944.398866
  nChanged 6
		SP:Iteration 41Q (16522.660000 sec): 3 clusters
  Score: Raw -1014009.322986 + Penalty 3061.036326 = -1010948.286660
  nChanged 4
		SP:Iteration 42Q (16522.900000 sec): 3 clusters
  Score: Raw -1014011.294334 + Penalty 3061.036326 = -1010950.258008
  nChanged 6
		SP:Iteration 43Q (16523.130000 sec): 3 clusters
  Score: Raw -1014015.593891 + Penalty 3061.036326 = -1010954.557565
  nChanged 2
		SP:Iteration 44Q (16523.340000 sec): 3 clusters
  Score: Raw -1014018.031055 + Penalty 3061.036326 = -1010956.994729
  nChanged 7
		SP:Iteration 45Q (16523.580000 sec): 3 clusters
  Score: Raw -1014021.898886 + Penalty 3061.036326 = -1010960.862560
  nChanged 6
		SP:Iteration 46Q (16523.830000 sec): 3 clusters
  Score: Raw -1014026.232669 + Penalty 3061.036326 = -1010965.196343
  nChanged 6
		SP:Iteration 47Q (16524.020000 sec): 3 clusters
  Score: Raw -1014028.333291 + Penalty 3061.036326 = -1010967.296965
  nChanged 4
		SP:Iteration 48Q (16524.270000 sec): 3 clusters
  Score: Raw -1014032.317521 + Penalty 3061.036326 = -1010971.281195
  nChanged 4
		SP:Iteration 49Q (16524.480000 sec): 3 clusters
  Score: Raw -1014035.941388 + Penalty 3061.036326 = -1010974.905062
  nChanged 5
		SP:Iteration 50Q (16524.800000 sec): 3 clusters
  Score: Raw -1014039.783843 + Penalty 3061.036326 = -1010978.747517
  nChanged 5
		SP:Iteration 51Q (16525.000000 sec): 3 clusters
  Score: Raw -1014043.040572 + Penalty 3061.036326 = -1010982.004246
  nChanged 4
		SP:Iteration 52Q (16525.230000 sec): 3 clusters
  Score: Raw -1014045.350879 + Penalty 3061.036326 = -1010984.314553
  nChanged 3
		SP:Iteration 53Q (16525.470000 sec): 3 clusters
  Score: Raw -1014048.456166 + Penalty 3061.036326 = -1010987.419841
  nChanged 1
		SP:Iteration 54Q (16525.670000 sec): 3 clusters
  Score: Raw -1014048.942097 + Penalty 3061.036326 = -1010987.905771
  nChanged 1
		SP:Iteration 55Q (16525.920000 sec): 3 clusters
  Score: Raw -1014050.080202 + Penalty 3061.036326 = -1010989.043876
  nChanged 2
		SP:Iteration 56Q (16526.130000 sec): 3 clusters
  Score: Raw -1014052.317516 + Penalty 3061.036326 = -1010991.281190
  nChanged 3
		SP:Iteration 57Q (16526.380000 sec): 3 clusters
  Score: Raw -1014057.112660 + Penalty 3061.036326 = -1010996.076334
  nChanged 7
		SP:Iteration 58Q (16526.610000 sec): 3 clusters
  Score: Raw -1014065.392908 + Penalty 3061.036326 = -1011004.356582
  nChanged 10
		SP:Iteration 59Q (16526.810000 sec): 3 clusters
  Score: Raw -1014073.262586 + Penalty 3061.036326 = -1011012.226260
  nChanged 10
		SP:Iteration 60F (16527.010000 sec): 3 clusters
  Score: Raw -1014081.365432 + Penalty 3061.036326 = -1011020.329106
  nChanged 7
		SP:Iteration 61Q (16527.230000 sec): 3 clusters
  Score: Raw -1014086.090377 + Penalty 3061.036326 = -1011025.054051
  nChanged 2
		SP:Iteration 62Q (16527.440000 sec): 3 clusters
  Score: Raw -1014087.801902 + Penalty 3061.036326 = -1011026.765576
  nChanged 1
		SP:Iteration 63Q (16527.740000 sec): 3 clusters
  Score: Raw -1014088.583151 + Penalty 3061.036326 = -1011027.546825
  nChanged 0
		SP:Iteration 64F (16527.940000 sec): 3 clusters
  Score: Raw -1014088.583151 + Penalty 3061.036326 = -1011027.546825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (92001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16528.500000 sec): 2 clusters
  Score: Raw -7884207.397265 + Penalty 1857.302643 = -7882350.094622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16529.360000 sec): 3 clusters
  Score: Raw -7824613.740623 + Penalty 3714.605286 = -7820899.135337
  nChanged 43756
		SP:Iteration 1F (16530.180000 sec): 3 clusters
  Score: Raw -7849798.385657 + Penalty 3714.605286 = -7846083.780372
  nChanged 3252
		SP:Iteration 2Q (16530.920000 sec): 3 clusters
  Score: Raw -7850772.328616 + Penalty 3714.605286 = -7847057.723330
  nChanged 3700
		SP:Iteration 3Q (16531.890000 sec): 3 clusters
  Score: Raw -7852180.288375 + Penalty 3714.605286 = -7848465.683089
  nChanged 4582
		SP:Iteration 4Q (16532.570000 sec): 3 clusters
  Score: Raw -7854461.808955 + Penalty 3714.605286 = -7850747.203669
  nChanged 5885
		SP:Iteration 5F (16533.200000 sec): 3 clusters
  Score: Raw -7858266.582175 + Penalty 3714.605286 = -7854551.976889
  nChanged 7166
		SP:Iteration 6F (16533.880000 sec): 3 clusters
  Score: Raw -7864006.845501 + Penalty 3714.605286 = -7860292.240215
  nChanged 7710
		SP:Iteration 7F (16534.520000 sec): 3 clusters
  Score: Raw -7871099.441221 + Penalty 3714.605286 = -7867384.835935
  nChanged 6615
		SP:Iteration 8F (16535.180000 sec): 3 clusters
  Score: Raw -7877562.969021 + Penalty 3714.605286 = -7873848.363735
  nChanged 4173
		SP:Iteration 9Q (16535.950000 sec): 3 clusters
  Score: Raw -7881592.248681 + Penalty 3714.605286 = -7877877.643395
  nChanged 1931
		SP:Iteration 10Q (16536.540000 sec): 3 clusters
  Score: Raw -7883347.759193 + Penalty 3714.605286 = -7879633.153907
  nChanged 726
		SP:Iteration 11Q (16537.200000 sec): 3 clusters
  Score: Raw -7883994.652742 + Penalty 3714.605286 = -7880280.047457
  nChanged 250
		SP:Iteration 12Q (16537.880000 sec): 3 clusters
  Score: Raw -7884253.132050 + Penalty 3714.605286 = -7880538.526764
  nChanged 94
		SP:Iteration 13Q (16538.550000 sec): 3 clusters
  Score: Raw -7884368.145429 + Penalty 3714.605286 = -7880653.540143
  nChanged 46
		SP:Iteration 14Q (16539.080000 sec): 3 clusters
  Score: Raw -7884426.391445 + Penalty 3714.605286 = -7880711.786160
  nChanged 37
		SP:Iteration 15Q (16539.680000 sec): 3 clusters
  Score: Raw -7884468.217155 + Penalty 3714.605286 = -7880753.611870
  nChanged 18
		SP:Iteration 16Q (16540.250000 sec): 3 clusters
  Score: Raw -7884488.191978 + Penalty 3714.605286 = -7880773.586692
  nChanged 11
		SP:Iteration 17Q (16540.850000 sec): 3 clusters
  Score: Raw -7884504.275364 + Penalty 3714.605286 = -7880789.670078
  nChanged 10
		SP:Iteration 18Q (16541.430000 sec): 3 clusters
  Score: Raw -7884516.020692 + Penalty 3714.605286 = -7880801.415406
  nChanged 11
		SP:Iteration 19Q (16542.060000 sec): 3 clusters
  Score: Raw -7884528.995308 + Penalty 3714.605286 = -7880814.390023
  nChanged 4
		SP:Iteration 20F (16542.800000 sec): 3 clusters
  Score: Raw -7884534.390479 + Penalty 3714.605286 = -7880819.785193
  nChanged 6
		SP:Iteration 21Q (16543.350000 sec): 3 clusters
  Score: Raw -7884541.336875 + Penalty 3714.605286 = -7880826.731589
  nChanged 1
		SP:Iteration 22Q (16544.040000 sec): 3 clusters
  Score: Raw -7884541.983613 + Penalty 3714.605286 = -7880827.378327
  nChanged 2
		SP:Iteration 23Q (16544.640000 sec): 3 clusters
  Score: Raw -7884545.562342 + Penalty 3714.605286 = -7880830.957056
  nChanged 3
		SP:Iteration 24Q (16545.360000 sec): 3 clusters
  Score: Raw -7884549.211424 + Penalty 3714.605286 = -7880834.606138
  nChanged 0
		SP:Iteration 25F (16546.280000 sec): 3 clusters
  Score: Raw -7884549.211424 + Penalty 3714.605286 = -7880834.606138
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16546.350000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16546.490000 sec): 3 clusters
  Score: Raw -34155.120954 + Penalty 1965.395958 = -32189.724995
  nChanged 92
		SP:Iteration 1F (16546.700000 sec): 3 clusters
  Score: Raw -34302.934391 + Penalty 1965.395958 = -32337.538433
  nChanged 21
		SP:Iteration 2Q (16546.880000 sec): 3 clusters
  Score: Raw -34340.947352 + Penalty 1965.395958 = -32375.551393
  nChanged 13
		SP:Iteration 3Q (16546.990000 sec): 3 clusters
  Score: Raw -34370.170128 + Penalty 1965.395958 = -32404.774169
  nChanged 12
		SP:Iteration 4Q (16547.100000 sec): 3 clusters
  Score: Raw -34393.547278 + Penalty 1965.395958 = -32428.151320
  nChanged 9
		SP:Iteration 5Q (16547.210000 sec): 3 clusters
  Score: Raw -34411.889177 + Penalty 1965.395958 = -32446.493219
  nChanged 10
		SP:Iteration 6Q (16547.320000 sec): 3 clusters
  Score: Raw -34453.961028 + Penalty 1965.395958 = -32488.565070
  nChanged 12
		SP:Iteration 7Q (16547.440000 sec): 3 clusters
  Score: Raw -34501.855670 + Penalty 1965.395958 = -32536.459712
  nChanged 14
		SP:Iteration 8Q (16547.550000 sec): 3 clusters
  Score: Raw -34555.785607 + Penalty 1965.395958 = -32590.389649
  nChanged 5
		SP:Iteration 9Q (16547.660000 sec): 3 clusters
  Score: Raw -34574.300523 + Penalty 1965.395958 = -32608.904565
  nChanged 6
		SP:Iteration 10Q (16547.770000 sec): 3 clusters
  Score: Raw -34590.473876 + Penalty 1965.395958 = -32625.077917
  nChanged 5
		SP:Iteration 11Q (16547.900000 sec): 3 clusters
  Score: Raw -34599.921032 + Penalty 1965.395958 = -32634.525074
  nChanged 2
		SP:Iteration 12Q (16548.080000 sec): 3 clusters
  Score: Raw -34602.775446 + Penalty 1965.395958 = -32637.379487
  nChanged 1
		SP:Iteration 13Q (16548.310000 sec): 3 clusters
  Score: Raw -34606.670024 + Penalty 1965.395958 = -32641.274066
  nChanged 0
		SP:Iteration 14F (16548.470000 sec): 3 clusters
  Score: Raw -34606.670024 + Penalty 1965.395958 = -32641.274066
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16548.560000 sec): 2 clusters
  Score: Raw -245368.690387 + Penalty 1324.028409 = -244044.661978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16548.730000 sec): 3 clusters
  Score: Raw -243689.624943 + Penalty 2648.056817 = -241041.568126
  nChanged 1334
		SP:Iteration 1F (16548.950000 sec): 3 clusters
  Score: Raw -244420.003942 + Penalty 2648.056817 = -241771.947124
  nChanged 267
		SP:Iteration 2F (16549.120000 sec): 3 clusters
  Score: Raw -244589.720107 + Penalty 2648.056817 = -241941.663290
  nChanged 198
		SP:Iteration 3F (16549.320000 sec): 3 clusters
  Score: Raw -244728.180509 + Penalty 2648.056817 = -242080.123692
  nChanged 181
		SP:Iteration 4F (16549.500000 sec): 3 clusters
  Score: Raw -244863.538470 + Penalty 2648.056817 = -242215.481653
  nChanged 188
		SP:Iteration 5F (16549.730000 sec): 3 clusters
  Score: Raw -245014.961347 + Penalty 2648.056817 = -242366.904530
  nChanged 175
		SP:Iteration 6F (16549.900000 sec): 3 clusters
  Score: Raw -245176.620983 + Penalty 2648.056817 = -242528.564166
  nChanged 157
		SP:Iteration 7Q (16550.060000 sec): 3 clusters
  Score: Raw -245293.690141 + Penalty 2648.056817 = -242645.633324
  nChanged 126
		SP:Iteration 8Q (16550.240000 sec): 3 clusters
  Score: Raw -245386.886955 + Penalty 2648.056817 = -242738.830138
  nChanged 121
		SP:Iteration 9Q (16550.410000 sec): 3 clusters
  Score: Raw -245458.080283 + Penalty 2648.056817 = -242810.023466
  nChanged 85
		SP:Iteration 10Q (16550.590000 sec): 3 clusters
  Score: Raw -245508.961022 + Penalty 2648.056817 = -242860.904205
  nChanged 72
		SP:Iteration 11Q (16550.730000 sec): 3 clusters
  Score: Raw -245550.106035 + Penalty 2648.056817 = -242902.049218
  nChanged 69
		SP:Iteration 12Q (16550.940000 sec): 3 clusters
  Score: Raw -245593.025969 + Penalty 2648.056817 = -242944.969152
  nChanged 75
		SP:Iteration 13Q (16551.110000 sec): 3 clusters
  Score: Raw -245635.186792 + Penalty 2648.056817 = -242987.129974
  nChanged 51
		SP:Iteration 14Q (16551.300000 sec): 3 clusters
  Score: Raw -245665.543567 + Penalty 2648.056817 = -243017.486750
  nChanged 53
		SP:Iteration 15Q (16551.470000 sec): 3 clusters
  Score: Raw -245694.884130 + Penalty 2648.056817 = -243046.827313
  nChanged 46
		SP:Iteration 16Q (16551.660000 sec): 3 clusters
  Score: Raw -245722.303353 + Penalty 2648.056817 = -243074.246536
  nChanged 48
		SP:Iteration 17Q (16551.840000 sec): 3 clusters
  Score: Raw -245746.640308 + Penalty 2648.056817 = -243098.583491
  nChanged 54
		SP:Iteration 18Q (16552.010000 sec): 3 clusters
  Score: Raw -245778.952091 + Penalty 2648.056817 = -243130.895274
  nChanged 48
		SP:Iteration 19Q (16552.220000 sec): 3 clusters
  Score: Raw -245810.217148 + Penalty 2648.056817 = -243162.160331
  nChanged 55
		SP:Iteration 20F (16552.360000 sec): 3 clusters
  Score: Raw -245852.554041 + Penalty 2648.056817 = -243204.497223
  nChanged 57
		SP:Iteration 21Q (16552.540000 sec): 3 clusters
  Score: Raw -245888.296535 + Penalty 2648.056817 = -243240.239718
  nChanged 48
		SP:Iteration 22Q (16552.770000 sec): 3 clusters
  Score: Raw -245920.049331 + Penalty 2648.056817 = -243271.992514
  nChanged 44
		SP:Iteration 23Q (16552.980000 sec): 3 clusters
  Score: Raw -245946.443863 + Penalty 2648.056817 = -243298.387046
  nChanged 34
		SP:Iteration 24Q (16553.150000 sec): 3 clusters
  Score: Raw -245964.417967 + Penalty 2648.056817 = -243316.361150
  nChanged 24
		SP:Iteration 25Q (16553.340000 sec): 3 clusters
  Score: Raw -245973.408024 + Penalty 2648.056817 = -243325.351207
  nChanged 18
		SP:Iteration 26Q (16553.520000 sec): 3 clusters
  Score: Raw -245981.216044 + Penalty 2648.056817 = -243333.159227
  nChanged 18
		SP:Iteration 27Q (16553.670000 sec): 3 clusters
  Score: Raw -245990.445478 + Penalty 2648.056817 = -243342.388661
  nChanged 19
		SP:Iteration 28Q (16553.880000 sec): 3 clusters
  Score: Raw -245998.809600 + Penalty 2648.056817 = -243350.752783
  nChanged 22
		SP:Iteration 29Q (16554.040000 sec): 3 clusters
  Score: Raw -246009.813392 + Penalty 2648.056817 = -243361.756575
  nChanged 22
		SP:Iteration 30Q (16554.220000 sec): 3 clusters
  Score: Raw -246019.269569 + Penalty 2648.056817 = -243371.212752
  nChanged 24
		SP:Iteration 31Q (16554.370000 sec): 3 clusters
  Score: Raw -246031.732101 + Penalty 2648.056817 = -243383.675283
  nChanged 25
		SP:Iteration 32Q (16554.530000 sec): 3 clusters
  Score: Raw -246040.932908 + Penalty 2648.056817 = -243392.876091
  nChanged 26
		SP:Iteration 33Q (16554.710000 sec): 3 clusters
  Score: Raw -246052.526107 + Penalty 2648.056817 = -243404.469290
  nChanged 21
		SP:Iteration 34Q (16554.840000 sec): 3 clusters
  Score: Raw -246061.685784 + Penalty 2648.056817 = -243413.628967
  nChanged 18
		SP:Iteration 35Q (16555.020000 sec): 3 clusters
  Score: Raw -246070.849254 + Penalty 2648.056817 = -243422.792437
  nChanged 14
		SP:Iteration 36Q (16555.200000 sec): 3 clusters
  Score: Raw -246075.836131 + Penalty 2648.056817 = -243427.779314
  nChanged 14
		SP:Iteration 37Q (16555.350000 sec): 3 clusters
  Score: Raw -246082.795565 + Penalty 2648.056817 = -243434.738748
  nChanged 12
		SP:Iteration 38Q (16555.490000 sec): 3 clusters
  Score: Raw -246087.179272 + Penalty 2648.056817 = -243439.122455
  nChanged 6
		SP:Iteration 39Q (16555.630000 sec): 3 clusters
  Score: Raw -246088.740694 + Penalty 2648.056817 = -243440.683877
  nChanged 1
		SP:Iteration 40F (16555.760000 sec): 3 clusters
  Score: Raw -246088.853946 + Penalty 2648.056817 = -243440.797129
  nChanged 1
		SP:Iteration 41Q (16555.920000 sec): 3 clusters
  Score: Raw -246089.258529 + Penalty 2648.056817 = -243441.201712
  nChanged 1
		SP:Iteration 42Q (16556.130000 sec): 3 clusters
  Score: Raw -246089.450906 + Penalty 2648.056817 = -243441.394089
  nChanged 3
		SP:Iteration 43Q (16556.310000 sec): 3 clusters
  Score: Raw -246089.767728 + Penalty 2648.056817 = -243441.710910
  nChanged 0
		SP:Iteration 44F (16556.530000 sec): 3 clusters
  Score: Raw -246089.767728 + Penalty 2648.056817 = -243441.710910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16556.610000 sec): 2 clusters
  Score: Raw -278105.060701 + Penalty 1322.706495 = -276782.354205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16556.810000 sec): 3 clusters
  Score: Raw -276385.564614 + Penalty 2645.412991 = -273740.151623
  nChanged 1346
		SP:Iteration 1F (16557.010000 sec): 3 clusters
  Score: Raw -277165.626978 + Penalty 2645.412991 = -274520.213987
  nChanged 273
		SP:Iteration 2F (16557.220000 sec): 3 clusters
  Score: Raw -277332.949268 + Penalty 2645.412991 = -274687.536277
  nChanged 196
		SP:Iteration 3F (16557.430000 sec): 3 clusters
  Score: Raw -277461.305609 + Penalty 2645.412991 = -274815.892618
  nChanged 154
		SP:Iteration 4Q (16557.630000 sec): 3 clusters
  Score: Raw -277556.589970 + Penalty 2645.412991 = -274911.176979
  nChanged 154
		SP:Iteration 5Q (16557.820000 sec): 3 clusters
  Score: Raw -277660.226551 + Penalty 2645.412991 = -275014.813560
  nChanged 160
		SP:Iteration 6Q (16558.020000 sec): 3 clusters
  Score: Raw -277766.919864 + Penalty 2645.412991 = -275121.506873
  nChanged 138
		SP:Iteration 7Q (16558.240000 sec): 3 clusters
  Score: Raw -277861.970723 + Penalty 2645.412991 = -275216.557732
  nChanged 118
		SP:Iteration 8Q (16558.430000 sec): 3 clusters
  Score: Raw -277941.534762 + Penalty 2645.412991 = -275296.121771
  nChanged 87
		SP:Iteration 9Q (16558.650000 sec): 3 clusters
  Score: Raw -277997.371476 + Penalty 2645.412991 = -275351.958485
  nChanged 65
		SP:Iteration 10Q (16558.870000 sec): 3 clusters
  Score: Raw -278035.219905 + Penalty 2645.412991 = -275389.806914
  nChanged 49
		SP:Iteration 11Q (16559.050000 sec): 3 clusters
  Score: Raw -278063.669152 + Penalty 2645.412991 = -275418.256161
  nChanged 42
		SP:Iteration 12Q (16559.310000 sec): 3 clusters
  Score: Raw -278089.509199 + Penalty 2645.412991 = -275444.096208
  nChanged 36
		SP:Iteration 13Q (16559.500000 sec): 3 clusters
  Score: Raw -278109.119033 + Penalty 2645.412991 = -275463.706042
  nChanged 23
		SP:Iteration 14Q (16559.680000 sec): 3 clusters
  Score: Raw -278118.634410 + Penalty 2645.412991 = -275473.221419
  nChanged 22
		SP:Iteration 15Q (16559.910000 sec): 3 clusters
  Score: Raw -278126.890997 + Penalty 2645.412991 = -275481.478006
  nChanged 14
		SP:Iteration 16Q (16560.140000 sec): 3 clusters
  Score: Raw -278132.792623 + Penalty 2645.412991 = -275487.379632
  nChanged 14
		SP:Iteration 17Q (16560.310000 sec): 3 clusters
  Score: Raw -278139.422757 + Penalty 2645.412991 = -275494.009767
  nChanged 12
		SP:Iteration 18Q (16560.510000 sec): 3 clusters
  Score: Raw -278146.400316 + Penalty 2645.412991 = -275500.987325
  nChanged 17
		SP:Iteration 19Q (16560.700000 sec): 3 clusters
  Score: Raw -278156.945706 + Penalty 2645.412991 = -275511.532716
  nChanged 21
		SP:Iteration 20F (16560.900000 sec): 3 clusters
  Score: Raw -278167.216426 + Penalty 2645.412991 = -275521.803435
  nChanged 20
		SP:Iteration 21Q (16561.090000 sec): 3 clusters
  Score: Raw -278176.054597 + Penalty 2645.412991 = -275530.641606
  nChanged 15
		SP:Iteration 22Q (16561.280000 sec): 3 clusters
  Score: Raw -278183.610469 + Penalty 2645.412991 = -275538.197478
  nChanged 10
		SP:Iteration 23Q (16561.460000 sec): 3 clusters
  Score: Raw -278187.864838 + Penalty 2645.412991 = -275542.451847
  nChanged 11
		SP:Iteration 24Q (16561.620000 sec): 3 clusters
  Score: Raw -278192.420706 + Penalty 2645.412991 = -275547.007715
  nChanged 9
		SP:Iteration 25Q (16561.820000 sec): 3 clusters
  Score: Raw -278196.339416 + Penalty 2645.412991 = -275550.926425
  nChanged 10
		SP:Iteration 26Q (16562.050000 sec): 3 clusters
  Score: Raw -278202.146084 + Penalty 2645.412991 = -275556.733093
  nChanged 9
		SP:Iteration 27Q (16562.230000 sec): 3 clusters
  Score: Raw -278205.571041 + Penalty 2645.412991 = -275560.158050
  nChanged 7
		SP:Iteration 28Q (16562.410000 sec): 3 clusters
  Score: Raw -278208.476616 + Penalty 2645.412991 = -275563.063625
  nChanged 6
		SP:Iteration 29Q (16562.570000 sec): 3 clusters
  Score: Raw -278211.406538 + Penalty 2645.412991 = -275565.993547
  nChanged 9
		SP:Iteration 30Q (16562.700000 sec): 3 clusters
  Score: Raw -278215.033190 + Penalty 2645.412991 = -275569.620200
  nChanged 5
		SP:Iteration 31Q (16562.930000 sec): 3 clusters
  Score: Raw -278217.819059 + Penalty 2645.412991 = -275572.406068
  nChanged 4
		SP:Iteration 32Q (16563.130000 sec): 3 clusters
  Score: Raw -278219.531724 + Penalty 2645.412991 = -275574.118733
  nChanged 4
		SP:Iteration 33Q (16563.270000 sec): 3 clusters
  Score: Raw -278221.221764 + Penalty 2645.412991 = -275575.808773
  nChanged 6
		SP:Iteration 34Q (16563.450000 sec): 3 clusters
  Score: Raw -278224.766688 + Penalty 2645.412991 = -275579.353697
  nChanged 6
		SP:Iteration 35Q (16563.630000 sec): 3 clusters
  Score: Raw -278227.971798 + Penalty 2645.412991 = -275582.558807
  nChanged 5
		SP:Iteration 36Q (16563.830000 sec): 3 clusters
  Score: Raw -278230.156691 + Penalty 2645.412991 = -275584.743700
  nChanged 5
		SP:Iteration 37Q (16563.930000 sec): 3 clusters
  Score: Raw -278231.971349 + Penalty 2645.412991 = -275586.558358
  nChanged 4
		SP:Iteration 38Q (16564.120000 sec): 3 clusters
  Score: Raw -278233.347727 + Penalty 2645.412991 = -275587.934736
  nChanged 3
		SP:Iteration 39Q (16564.290000 sec): 3 clusters
  Score: Raw -278234.813382 + Penalty 2645.412991 = -275589.400391
  nChanged 2
		SP:Iteration 40F (16564.460000 sec): 3 clusters
  Score: Raw -278235.371324 + Penalty 2645.412991 = -275589.958333
  nChanged 1
		SP:Iteration 41Q (16564.610000 sec): 3 clusters
  Score: Raw -278235.803957 + Penalty 2645.412991 = -275590.390966
  nChanged 1
		SP:Iteration 42Q (16564.800000 sec): 3 clusters
  Score: Raw -278236.040829 + Penalty 2645.412991 = -275590.627838
  nChanged 1
		SP:Iteration 43Q (16564.950000 sec): 3 clusters
  Score: Raw -278236.191625 + Penalty 2645.412991 = -275590.778634
  nChanged 0
		SP:Iteration 44F (16565.170000 sec): 3 clusters
  Score: Raw -278236.191625 + Penalty 2645.412991 = -275590.778634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16565.220000 sec): 2 clusters
  Score: Raw -47440.762314 + Penalty 1058.640812 = -46382.121502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16565.380000 sec): 3 clusters
  Score: Raw -47375.812654 + Penalty 2117.281625 = -45258.531029
  nChanged 188
		SP:Iteration 1F (16565.520000 sec): 3 clusters
  Score: Raw -47695.147683 + Penalty 2117.281625 = -45577.866059
  nChanged 62
		SP:Iteration 2F (16565.680000 sec): 3 clusters
  Score: Raw -47831.467490 + Penalty 2117.281625 = -45714.185866
  nChanged 37
		SP:Iteration 3F (16565.850000 sec): 3 clusters
  Score: Raw -47937.991761 + Penalty 2117.281625 = -45820.710136
  nChanged 27
		SP:Iteration 4Q (16566.010000 sec): 3 clusters
  Score: Raw -47987.932781 + Penalty 2117.281625 = -45870.651157
  nChanged 19
		SP:Iteration 5Q (16566.130000 sec): 3 clusters
  Score: Raw -48014.981721 + Penalty 2117.281625 = -45897.700096
  nChanged 13
		SP:Iteration 6Q (16566.340000 sec): 3 clusters
  Score: Raw -48036.790997 + Penalty 2117.281625 = -45919.509372
  nChanged 14
		SP:Iteration 7Q (16566.480000 sec): 3 clusters
  Score: Raw -48048.287958 + Penalty 2117.281625 = -45931.006333
  nChanged 4
		SP:Iteration 8Q (16566.690000 sec): 3 clusters
  Score: Raw -48053.099541 + Penalty 2117.281625 = -45935.817916
  nChanged 2
		SP:Iteration 9Q (16566.860000 sec): 3 clusters
  Score: Raw -48063.580343 + Penalty 2117.281625 = -45946.298719
  nChanged 4
		SP:Iteration 10Q (16567.000000 sec): 3 clusters
  Score: Raw -48069.351450 + Penalty 2117.281625 = -45952.069826
  nChanged 2
		SP:Iteration 11Q (16567.250000 sec): 3 clusters
  Score: Raw -48073.526490 + Penalty 2117.281625 = -45956.244866
  nChanged 3
		SP:Iteration 12Q (16567.430000 sec): 3 clusters
  Score: Raw -48078.270775 + Penalty 2117.281625 = -45960.989150
  nChanged 2
		SP:Iteration 13Q (16567.620000 sec): 3 clusters
  Score: Raw -48084.375624 + Penalty 2117.281625 = -45967.094000
  nChanged 3
		SP:Iteration 14Q (16567.770000 sec): 3 clusters
  Score: Raw -48091.290863 + Penalty 2117.281625 = -45974.009238
  nChanged 3
		SP:Iteration 15Q (16567.960000 sec): 3 clusters
  Score: Raw -48094.027128 + Penalty 2117.281625 = -45976.745504
  nChanged 1
		SP:Iteration 16Q (16568.170000 sec): 3 clusters
  Score: Raw -48095.037114 + Penalty 2117.281625 = -45977.755489
  nChanged 1
		SP:Iteration 17Q (16568.320000 sec): 3 clusters
  Score: Raw -48095.802005 + Penalty 2117.281625 = -45978.520381
  nChanged 0
		SP:Iteration 18F (16568.560000 sec): 3 clusters
  Score: Raw -48095.802005 + Penalty 2117.281625 = -45978.520381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16568.680000 sec): 2 clusters
  Score: Raw -172871.740301 + Penalty 1255.078902 = -171616.661399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16568.840000 sec): 3 clusters
  Score: Raw -171902.802695 + Penalty 2510.157803 = -169392.644892
  nChanged 802
		SP:Iteration 1F (16568.980000 sec): 3 clusters
  Score: Raw -172438.730608 + Penalty 2510.157803 = -169928.572805
  nChanged 217
		SP:Iteration 2F (16569.230000 sec): 3 clusters
  Score: Raw -172655.163290 + Penalty 2510.157803 = -170145.005487
  nChanged 162
		SP:Iteration 3F (16569.390000 sec): 3 clusters
  Score: Raw -172799.492692 + Penalty 2510.157803 = -170289.334889
  nChanged 126
		SP:Iteration 4F (16569.550000 sec): 3 clusters
  Score: Raw -172921.713429 + Penalty 2510.157803 = -170411.555626
  nChanged 112
		SP:Iteration 5Q (16569.730000 sec): 3 clusters
  Score: Raw -173020.966098 + Penalty 2510.157803 = -170510.808295
  nChanged 93
		SP:Iteration 6Q (16569.920000 sec): 3 clusters
  Score: Raw -173085.661365 + Penalty 2510.157803 = -170575.503562
  nChanged 59
		SP:Iteration 7Q (16570.120000 sec): 3 clusters
  Score: Raw -173124.528061 + Penalty 2510.157803 = -170614.370258
  nChanged 38
		SP:Iteration 8Q (16570.300000 sec): 3 clusters
  Score: Raw -173145.741591 + Penalty 2510.157803 = -170635.583787
  nChanged 26
		SP:Iteration 9Q (16570.470000 sec): 3 clusters
  Score: Raw -173159.505653 + Penalty 2510.157803 = -170649.347850
  nChanged 21
		SP:Iteration 10Q (16570.610000 sec): 3 clusters
  Score: Raw -173172.725510 + Penalty 2510.157803 = -170662.567706
  nChanged 16
		SP:Iteration 11Q (16570.780000 sec): 3 clusters
  Score: Raw -173180.456577 + Penalty 2510.157803 = -170670.298774
  nChanged 14
		SP:Iteration 12Q (16570.990000 sec): 3 clusters
  Score: Raw -173187.117333 + Penalty 2510.157803 = -170676.959530
  nChanged 8
		SP:Iteration 13Q (16571.200000 sec): 3 clusters
  Score: Raw -173192.084047 + Penalty 2510.157803 = -170681.926243
  nChanged 12
		SP:Iteration 14Q (16571.400000 sec): 3 clusters
  Score: Raw -173198.749851 + Penalty 2510.157803 = -170688.592048
  nChanged 7
		SP:Iteration 15Q (16571.620000 sec): 3 clusters
  Score: Raw -173203.090311 + Penalty 2510.157803 = -170692.932507
  nChanged 9
		SP:Iteration 16Q (16571.770000 sec): 3 clusters
  Score: Raw -173207.025919 + Penalty 2510.157803 = -170696.868116
  nChanged 7
		SP:Iteration 17Q (16571.920000 sec): 3 clusters
  Score: Raw -173210.147145 + Penalty 2510.157803 = -170699.989342
  nChanged 8
		SP:Iteration 18Q (16572.130000 sec): 3 clusters
  Score: Raw -173213.709089 + Penalty 2510.157803 = -170703.551285
  nChanged 11
		SP:Iteration 19Q (16572.300000 sec): 3 clusters
  Score: Raw -173220.057132 + Penalty 2510.157803 = -170709.899329
  nChanged 9
		SP:Iteration 20F (16572.520000 sec): 3 clusters
  Score: Raw -173227.098988 + Penalty 2510.157803 = -170716.941185
  nChanged 8
		SP:Iteration 21Q (16572.690000 sec): 3 clusters
  Score: Raw -173231.006330 + Penalty 2510.157803 = -170720.848526
  nChanged 6
		SP:Iteration 22Q (16572.850000 sec): 3 clusters
  Score: Raw -173233.888993 + Penalty 2510.157803 = -170723.731190
  nChanged 4
		SP:Iteration 23Q (16573.010000 sec): 3 clusters
  Score: Raw -173236.116885 + Penalty 2510.157803 = -170725.959082
  nChanged 4
		SP:Iteration 24Q (16573.210000 sec): 3 clusters
  Score: Raw -173237.316477 + Penalty 2510.157803 = -170727.158673
  nChanged 2
		SP:Iteration 25Q (16573.410000 sec): 3 clusters
  Score: Raw -173238.402747 + Penalty 2510.157803 = -170728.244944
  nChanged 0
		SP:Iteration 26F (16573.650000 sec): 3 clusters
  Score: Raw -173238.402747 + Penalty 2510.157803 = -170728.244944
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16573.700000 sec): 2 clusters
  Score: Raw -11291.065242 + Penalty 851.783890 = -10439.281352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16573.850000 sec): 3 clusters
  Score: Raw -11379.848441 + Penalty 1703.567780 = -9676.280661
  nChanged 27
		SP:Iteration 1F (16574.000000 sec): 3 clusters
  Score: Raw -11473.258981 + Penalty 1703.567780 = -9769.691201
  nChanged 12
		SP:Iteration 2F (16574.210000 sec): 3 clusters
  Score: Raw -11517.678849 + Penalty 1703.567780 = -9814.111069
  nChanged 5
		SP:Iteration 3Q (16574.370000 sec): 3 clusters
  Score: Raw -11547.873240 + Penalty 1703.567780 = -9844.305460
  nChanged 1
		SP:Iteration 4Q (16574.550000 sec): 3 clusters
  Score: Raw -11556.629296 + Penalty 1703.567780 = -9853.061516
  nChanged 1
		SP:Iteration 5Q (16574.750000 sec): 3 clusters
  Score: Raw -11558.048440 + Penalty 1703.567780 = -9854.480660
  nChanged 0
		SP:Iteration 6F (16574.910000 sec): 3 clusters
  Score: Raw -11558.048440 + Penalty 1703.567780 = -9854.480660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16575.010000 sec): 2 clusters
  Score: Raw -224944.284407 + Penalty 1286.362691 = -223657.921716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16575.260000 sec): 3 clusters
  Score: Raw -223680.735540 + Penalty 2572.725381 = -221108.010159
  nChanged 1029
		SP:Iteration 1F (16575.430000 sec): 3 clusters
  Score: Raw -224257.646233 + Penalty 2572.725381 = -221684.920851
  nChanged 234
		SP:Iteration 2F (16575.660000 sec): 3 clusters
  Score: Raw -224413.998981 + Penalty 2572.725381 = -221841.273600
  nChanged 145
		SP:Iteration 3F (16575.810000 sec): 3 clusters
  Score: Raw -224495.752458 + Penalty 2572.725381 = -221923.027076
  nChanged 94
		SP:Iteration 4Q (16575.980000 sec): 3 clusters
  Score: Raw -224556.103691 + Penalty 2572.725381 = -221983.378310
  nChanged 90
		SP:Iteration 5Q (16576.160000 sec): 3 clusters
  Score: Raw -224615.155857 + Penalty 2572.725381 = -222042.430476
  nChanged 78
		SP:Iteration 6Q (16576.350000 sec): 3 clusters
  Score: Raw -224664.699441 + Penalty 2572.725381 = -222091.974060
  nChanged 83
		SP:Iteration 7Q (16576.580000 sec): 3 clusters
  Score: Raw -224711.188228 + Penalty 2572.725381 = -222138.462846
  nChanged 61
		SP:Iteration 8Q (16576.750000 sec): 3 clusters
  Score: Raw -224750.838464 + Penalty 2572.725381 = -222178.113083
  nChanged 64
		SP:Iteration 9Q (16576.960000 sec): 3 clusters
  Score: Raw -224790.871046 + Penalty 2572.725381 = -222218.145665
  nChanged 61
		SP:Iteration 10Q (16577.170000 sec): 3 clusters
  Score: Raw -224830.146529 + Penalty 2572.725381 = -222257.421147
  nChanged 62
		SP:Iteration 11Q (16577.360000 sec): 3 clusters
  Score: Raw -224873.169142 + Penalty 2572.725381 = -222300.443761
  nChanged 58
		SP:Iteration 12Q (16577.560000 sec): 3 clusters
  Score: Raw -224913.634327 + Penalty 2572.725381 = -222340.908946
  nChanged 56
		SP:Iteration 13Q (16577.770000 sec): 3 clusters
  Score: Raw -224942.352470 + Penalty 2572.725381 = -222369.627088
  nChanged 48
		SP:Iteration 14Q (16577.940000 sec): 3 clusters
  Score: Raw -224961.820288 + Penalty 2572.725381 = -222389.094907
  nChanged 39
		SP:Iteration 15Q (16578.110000 sec): 3 clusters
  Score: Raw -224976.596045 + Penalty 2572.725381 = -222403.870664
  nChanged 35
		SP:Iteration 16Q (16578.330000 sec): 3 clusters
  Score: Raw -224997.202441 + Penalty 2572.725381 = -222424.477059
  nChanged 36
		SP:Iteration 17Q (16578.600000 sec): 3 clusters
  Score: Raw -225019.719985 + Penalty 2572.725381 = -222446.994603
  nChanged 35
		SP:Iteration 18Q (16578.770000 sec): 3 clusters
  Score: Raw -225040.629991 + Penalty 2572.725381 = -222467.904610
  nChanged 33
		SP:Iteration 19Q (16579.020000 sec): 3 clusters
  Score: Raw -225056.431653 + Penalty 2572.725381 = -222483.706271
  nChanged 34
		SP:Iteration 20F (16579.200000 sec): 3 clusters
  Score: Raw -225073.077855 + Penalty 2572.725381 = -222500.352474
  nChanged 25
		SP:Iteration 21Q (16579.370000 sec): 3 clusters
  Score: Raw -225086.228957 + Penalty 2572.725381 = -222513.503576
  nChanged 26
		SP:Iteration 22Q (16579.550000 sec): 3 clusters
  Score: Raw -225097.997005 + Penalty 2572.725381 = -222525.271624
  nChanged 25
		SP:Iteration 23Q (16579.700000 sec): 3 clusters
  Score: Raw -225108.225051 + Penalty 2572.725381 = -222535.499670
  nChanged 19
		SP:Iteration 24Q (16579.950000 sec): 3 clusters
  Score: Raw -225117.827452 + Penalty 2572.725381 = -222545.102071
  nChanged 17
		SP:Iteration 25Q (16580.140000 sec): 3 clusters
  Score: Raw -225126.876224 + Penalty 2572.725381 = -222554.150843
  nChanged 12
		SP:Iteration 26Q (16580.350000 sec): 3 clusters
  Score: Raw -225132.983093 + Penalty 2572.725381 = -222560.257712
  nChanged 16
		SP:Iteration 27Q (16580.560000 sec): 3 clusters
  Score: Raw -225139.866239 + Penalty 2572.725381 = -222567.140857
  nChanged 15
		SP:Iteration 28Q (16580.750000 sec): 3 clusters
  Score: Raw -225147.308436 + Penalty 2572.725381 = -222574.583054
  nChanged 8
		SP:Iteration 29Q (16580.950000 sec): 3 clusters
  Score: Raw -225149.635130 + Penalty 2572.725381 = -222576.909749
  nChanged 6
		SP:Iteration 30Q (16581.130000 sec): 3 clusters
  Score: Raw -225151.816689 + Penalty 2572.725381 = -222579.091308
  nChanged 5
		SP:Iteration 31Q (16581.350000 sec): 3 clusters
  Score: Raw -225154.407257 + Penalty 2572.725381 = -222581.681876
  nChanged 8
		SP:Iteration 32Q (16581.560000 sec): 3 clusters
  Score: Raw -225158.221863 + Penalty 2572.725381 = -222585.496482
  nChanged 6
		SP:Iteration 33Q (16581.710000 sec): 3 clusters
  Score: Raw -225161.559868 + Penalty 2572.725381 = -222588.834487
  nChanged 5
		SP:Iteration 34Q (16581.840000 sec): 3 clusters
  Score: Raw -225163.222233 + Penalty 2572.725381 = -222590.496852
  nChanged 1
		SP:Iteration 35Q (16582.020000 sec): 3 clusters
  Score: Raw -225163.767991 + Penalty 2572.725381 = -222591.042609
  nChanged 1
		SP:Iteration 36Q (16582.130000 sec): 3 clusters
  Score: Raw -225163.968633 + Penalty 2572.725381 = -222591.243252
  nChanged 1
		SP:Iteration 37Q (16582.280000 sec): 3 clusters
  Score: Raw -225164.422980 + Penalty 2572.725381 = -222591.697598
  nChanged 0
		SP:Iteration 38F (16582.420000 sec): 3 clusters
  Score: Raw -225164.422980 + Penalty 2572.725381 = -222591.697598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16582.500000 sec): 2 clusters
  Score: Raw -129313.740296 + Penalty 1216.118587 = -128097.621709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16582.680000 sec): 3 clusters
  Score: Raw -128613.085863 + Penalty 2432.237173 = -126180.848689
  nChanged 642
		SP:Iteration 1F (16582.780000 sec): 3 clusters
  Score: Raw -129072.093838 + Penalty 2432.237173 = -126639.856664
  nChanged 150
		SP:Iteration 2F (16582.930000 sec): 3 clusters
  Score: Raw -129209.248721 + Penalty 2432.237173 = -126777.011548
  nChanged 105
		SP:Iteration 3F (16583.100000 sec): 3 clusters
  Score: Raw -129308.454763 + Penalty 2432.237173 = -126876.217589
  nChanged 79
		SP:Iteration 4Q (16583.280000 sec): 3 clusters
  Score: Raw -129374.729995 + Penalty 2432.237173 = -126942.492822
  nChanged 66
		SP:Iteration 5Q (16583.440000 sec): 3 clusters
  Score: Raw -129444.215803 + Penalty 2432.237173 = -127011.978629
  nChanged 66
		SP:Iteration 6Q (16583.660000 sec): 3 clusters
  Score: Raw -129516.226560 + Penalty 2432.237173 = -127083.989386
  nChanged 61
		SP:Iteration 7Q (16583.810000 sec): 3 clusters
  Score: Raw -129585.033001 + Penalty 2432.237173 = -127152.795827
  nChanged 66
		SP:Iteration 8Q (16583.970000 sec): 3 clusters
  Score: Raw -129649.215691 + Penalty 2432.237173 = -127216.978517
  nChanged 54
		SP:Iteration 9Q (16584.200000 sec): 3 clusters
  Score: Raw -129708.394814 + Penalty 2432.237173 = -127276.157641
  nChanged 52
		SP:Iteration 10Q (16584.400000 sec): 3 clusters
  Score: Raw -129751.276932 + Penalty 2432.237173 = -127319.039758
  nChanged 41
		SP:Iteration 11Q (16584.600000 sec): 3 clusters
  Score: Raw -129784.773826 + Penalty 2432.237173 = -127352.536653
  nChanged 29
		SP:Iteration 12Q (16584.800000 sec): 3 clusters
  Score: Raw -129804.487956 + Penalty 2432.237173 = -127372.250783
  nChanged 19
		SP:Iteration 13Q (16584.940000 sec): 3 clusters
  Score: Raw -129814.487797 + Penalty 2432.237173 = -127382.250623
  nChanged 10
		SP:Iteration 14Q (16585.110000 sec): 3 clusters
  Score: Raw -129820.544638 + Penalty 2432.237173 = -127388.307464
  nChanged 14
		SP:Iteration 15Q (16585.330000 sec): 3 clusters
  Score: Raw -129829.323650 + Penalty 2432.237173 = -127397.086476
  nChanged 10
		SP:Iteration 16Q (16585.470000 sec): 3 clusters
  Score: Raw -129837.277953 + Penalty 2432.237173 = -127405.040779
  nChanged 5
		SP:Iteration 17Q (16585.650000 sec): 3 clusters
  Score: Raw -129843.473424 + Penalty 2432.237173 = -127411.236250
  nChanged 13
		SP:Iteration 18Q (16585.810000 sec): 3 clusters
  Score: Raw -129852.487845 + Penalty 2432.237173 = -127420.250671
  nChanged 6
		SP:Iteration 19Q (16585.950000 sec): 3 clusters
  Score: Raw -129855.549941 + Penalty 2432.237173 = -127423.312768
  nChanged 6
		SP:Iteration 20F (16586.160000 sec): 3 clusters
  Score: Raw -129858.320357 + Penalty 2432.237173 = -127426.083183
  nChanged 4
		SP:Iteration 21Q (16586.390000 sec): 3 clusters
  Score: Raw -129860.435964 + Penalty 2432.237173 = -127428.198791
  nChanged 4
		SP:Iteration 22Q (16586.610000 sec): 3 clusters
  Score: Raw -129863.069065 + Penalty 2432.237173 = -127430.831892
  nChanged 4
		SP:Iteration 23Q (16586.810000 sec): 3 clusters
  Score: Raw -129865.263546 + Penalty 2432.237173 = -127433.026373
  nChanged 3
		SP:Iteration 24Q (16586.960000 sec): 3 clusters
  Score: Raw -129867.803581 + Penalty 2432.237173 = -127435.566408
  nChanged 3
		SP:Iteration 25Q (16587.140000 sec): 3 clusters
  Score: Raw -129870.838179 + Penalty 2432.237173 = -127438.601006
  nChanged 10
		SP:Iteration 26Q (16587.330000 sec): 3 clusters
  Score: Raw -129875.881186 + Penalty 2432.237173 = -127443.644013
  nChanged 3
		SP:Iteration 27Q (16587.540000 sec): 3 clusters
  Score: Raw -129880.741928 + Penalty 2432.237173 = -127448.504755
  nChanged 9
		SP:Iteration 28Q (16587.710000 sec): 3 clusters
  Score: Raw -129886.579223 + Penalty 2432.237173 = -127454.342049
  nChanged 4
		SP:Iteration 29Q (16587.900000 sec): 3 clusters
  Score: Raw -129889.615571 + Penalty 2432.237173 = -127457.378397
  nChanged 6
		SP:Iteration 30Q (16588.100000 sec): 3 clusters
  Score: Raw -129894.784371 + Penalty 2432.237173 = -127462.547198
  nChanged 3
		SP:Iteration 31Q (16588.260000 sec): 3 clusters
  Score: Raw -129896.643707 + Penalty 2432.237173 = -127464.406533
  nChanged 3
		SP:Iteration 32Q (16588.440000 sec): 3 clusters
  Score: Raw -129898.204510 + Penalty 2432.237173 = -127465.967337
  nChanged 4
		SP:Iteration 33Q (16588.650000 sec): 3 clusters
  Score: Raw -129900.850929 + Penalty 2432.237173 = -127468.613756
  nChanged 4
		SP:Iteration 34Q (16588.820000 sec): 3 clusters
  Score: Raw -129902.675678 + Penalty 2432.237173 = -127470.438505
  nChanged 3
		SP:Iteration 35Q (16589.000000 sec): 3 clusters
  Score: Raw -129903.875156 + Penalty 2432.237173 = -127471.637983
  nChanged 1
		SP:Iteration 36Q (16589.180000 sec): 3 clusters
  Score: Raw -129904.305239 + Penalty 2432.237173 = -127472.068065
  nChanged 0
		SP:Iteration 37F (16589.400000 sec): 3 clusters
  Score: Raw -129904.305239 + Penalty 2432.237173 = -127472.068065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16589.480000 sec): 2 clusters
  Score: Raw -120765.574583 + Penalty 1216.665725 = -119548.908858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16589.640000 sec): 3 clusters
  Score: Raw -120023.902836 + Penalty 2433.331451 = -117590.571385
  nChanged 610
		SP:Iteration 1F (16589.840000 sec): 3 clusters
  Score: Raw -120444.029672 + Penalty 2433.331451 = -118010.698221
  nChanged 143
		SP:Iteration 2F (16590.040000 sec): 3 clusters
  Score: Raw -120567.843206 + Penalty 2433.331451 = -118134.511755
  nChanged 104
		SP:Iteration 3F (16590.240000 sec): 3 clusters
  Score: Raw -120668.726997 + Penalty 2433.331451 = -118235.395547
  nChanged 86
		SP:Iteration 4Q (16590.380000 sec): 3 clusters
  Score: Raw -120766.801253 + Penalty 2433.331451 = -118333.469802
  nChanged 77
		SP:Iteration 5Q (16590.580000 sec): 3 clusters
  Score: Raw -120862.198411 + Penalty 2433.331451 = -118428.866961
  nChanged 86
		SP:Iteration 6Q (16590.750000 sec): 3 clusters
  Score: Raw -120963.829188 + Penalty 2433.331451 = -118530.497737
  nChanged 64
		SP:Iteration 7Q (16590.930000 sec): 3 clusters
  Score: Raw -121025.322061 + Penalty 2433.331451 = -118591.990610
  nChanged 44
		SP:Iteration 8Q (16591.120000 sec): 3 clusters
  Score: Raw -121062.703825 + Penalty 2433.331451 = -118629.372374
  nChanged 47
		SP:Iteration 9Q (16591.280000 sec): 3 clusters
  Score: Raw -121104.245023 + Penalty 2433.331451 = -118670.913573
  nChanged 42
		SP:Iteration 10Q (16591.460000 sec): 3 clusters
  Score: Raw -121139.676931 + Penalty 2433.331451 = -118706.345480
  nChanged 35
		SP:Iteration 11Q (16591.630000 sec): 3 clusters
  Score: Raw -121170.298431 + Penalty 2433.331451 = -118736.966981
  nChanged 35
		SP:Iteration 12Q (16591.830000 sec): 3 clusters
  Score: Raw -121193.031697 + Penalty 2433.331451 = -118759.700247
  nChanged 24
		SP:Iteration 13Q (16592.080000 sec): 3 clusters
  Score: Raw -121208.199222 + Penalty 2433.331451 = -118774.867771
  nChanged 15
		SP:Iteration 14Q (16592.290000 sec): 3 clusters
  Score: Raw -121216.198140 + Penalty 2433.331451 = -118782.866689
  nChanged 15
		SP:Iteration 15Q (16592.460000 sec): 3 clusters
  Score: Raw -121223.660426 + Penalty 2433.331451 = -118790.328975
  nChanged 9
		SP:Iteration 16Q (16592.640000 sec): 3 clusters
  Score: Raw -121229.246218 + Penalty 2433.331451 = -118795.914767
  nChanged 9
		SP:Iteration 17Q (16592.850000 sec): 3 clusters
  Score: Raw -121235.481746 + Penalty 2433.331451 = -118802.150296
  nChanged 4
		SP:Iteration 18Q (16593.030000 sec): 3 clusters
  Score: Raw -121236.148481 + Penalty 2433.331451 = -118802.817030
  nChanged 0
		SP:Iteration 19F (16593.210000 sec): 3 clusters
  Score: Raw -121236.148481 + Penalty 2433.331451 = -118802.817030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16593.280000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16593.490000 sec): 3 clusters
  Score: Raw -110802.055289 + Penalty 2353.676767 = -108448.378522
  nChanged 436
		SP:Iteration 1F (16593.690000 sec): 3 clusters
  Score: Raw -111116.018218 + Penalty 2353.676767 = -108762.341451
  nChanged 107
		SP:Iteration 2F (16593.840000 sec): 3 clusters
  Score: Raw -111215.748271 + Penalty 2353.676767 = -108862.071504
  nChanged 66
		SP:Iteration 3Q (16594.010000 sec): 3 clusters
  Score: Raw -111279.759903 + Penalty 2353.676767 = -108926.083137
  nChanged 63
		SP:Iteration 4Q (16594.240000 sec): 3 clusters
  Score: Raw -111335.091249 + Penalty 2353.676767 = -108981.414482
  nChanged 43
		SP:Iteration 5Q (16594.360000 sec): 3 clusters
  Score: Raw -111379.151161 + Penalty 2353.676767 = -109025.474394
  nChanged 48
		SP:Iteration 6Q (16594.530000 sec): 3 clusters
  Score: Raw -111432.290187 + Penalty 2353.676767 = -109078.613420
  nChanged 46
		SP:Iteration 7Q (16594.690000 sec): 3 clusters
  Score: Raw -111475.087895 + Penalty 2353.676767 = -109121.411128
  nChanged 34
		SP:Iteration 8Q (16594.860000 sec): 3 clusters
  Score: Raw -111506.602818 + Penalty 2353.676767 = -109152.926051
  nChanged 22
		SP:Iteration 9Q (16595.040000 sec): 3 clusters
  Score: Raw -111525.730784 + Penalty 2353.676767 = -109172.054017
  nChanged 11
		SP:Iteration 10Q (16595.180000 sec): 3 clusters
  Score: Raw -111534.514778 + Penalty 2353.676767 = -109180.838011
  nChanged 7
		SP:Iteration 11Q (16595.380000 sec): 3 clusters
  Score: Raw -111538.690338 + Penalty 2353.676767 = -109185.013571
  nChanged 2
		SP:Iteration 12Q (16595.500000 sec): 3 clusters
  Score: Raw -111539.878995 + Penalty 2353.676767 = -109186.202229
  nChanged 2
		SP:Iteration 13Q (16595.630000 sec): 3 clusters
  Score: Raw -111540.711781 + Penalty 2353.676767 = -109187.035014
  nChanged 2
		SP:Iteration 14Q (16595.760000 sec): 3 clusters
  Score: Raw -111541.933090 + Penalty 2353.676767 = -109188.256324
  nChanged 2
		SP:Iteration 15Q (16595.890000 sec): 3 clusters
  Score: Raw -111543.754057 + Penalty 2353.676767 = -109190.077290
  nChanged 3
		SP:Iteration 16Q (16596.010000 sec): 3 clusters
  Score: Raw -111545.691644 + Penalty 2353.676767 = -109192.014877
  nChanged 2
		SP:Iteration 17Q (16596.140000 sec): 3 clusters
  Score: Raw -111547.781150 + Penalty 2353.676767 = -109194.104384
  nChanged 2
		SP:Iteration 18Q (16596.270000 sec): 3 clusters
  Score: Raw -111548.702759 + Penalty 2353.676767 = -109195.025993
  nChanged 1
		SP:Iteration 19Q (16596.450000 sec): 3 clusters
  Score: Raw -111549.077826 + Penalty 2353.676767 = -109195.401059
  nChanged 1
		SP:Iteration 20F (16596.600000 sec): 3 clusters
  Score: Raw -111549.773617 + Penalty 2353.676767 = -109196.096851
  nChanged 1
		SP:Iteration 21Q (16596.770000 sec): 3 clusters
  Score: Raw -111550.035503 + Penalty 2353.676767 = -109196.358737
  nChanged 1
		SP:Iteration 22Q (16596.930000 sec): 3 clusters
  Score: Raw -111552.555085 + Penalty 2353.676767 = -109198.878318
  nChanged 2
		SP:Iteration 23Q (16597.050000 sec): 3 clusters
  Score: Raw -111554.426617 + Penalty 2353.676767 = -109200.749850
  nChanged 1
		SP:Iteration 24Q (16597.170000 sec): 3 clusters
  Score: Raw -111555.384396 + Penalty 2353.676767 = -109201.707629
  nChanged 1
		SP:Iteration 25Q (16597.300000 sec): 3 clusters
  Score: Raw -111558.069916 + Penalty 2353.676767 = -109204.393149
  nChanged 2
		SP:Iteration 26Q (16597.420000 sec): 3 clusters
  Score: Raw -111561.297353 + Penalty 2353.676767 = -109207.620586
  nChanged 7
		SP:Iteration 27Q (16597.550000 sec): 3 clusters
  Score: Raw -111568.665276 + Penalty 2353.676767 = -109214.988510
  nChanged 2
		SP:Iteration 28Q (16597.670000 sec): 3 clusters
  Score: Raw -111570.183334 + Penalty 2353.676767 = -109216.506567
  nChanged 1
		SP:Iteration 29Q (16597.800000 sec): 3 clusters
  Score: Raw -111570.678641 + Penalty 2353.676767 = -109217.001874
  nChanged 0
		SP:Iteration 30F (16597.930000 sec): 3 clusters
  Score: Raw -111570.678641 + Penalty 2353.676767 = -109217.001874
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16598.040000 sec): 2 clusters
  Score: Raw -119430.215263 + Penalty 1185.446668 = -118244.768595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16598.220000 sec): 3 clusters
  Score: Raw -118864.109004 + Penalty 2370.893335 = -116493.215669
  nChanged 496
		SP:Iteration 1F (16598.380000 sec): 3 clusters
  Score: Raw -119294.517970 + Penalty 2370.893335 = -116923.624635
  nChanged 140
		SP:Iteration 2F (16598.570000 sec): 3 clusters
  Score: Raw -119470.044012 + Penalty 2370.893335 = -117099.150677
  nChanged 93
		SP:Iteration 3F (16598.770000 sec): 3 clusters
  Score: Raw -119577.308386 + Penalty 2370.893335 = -117206.415050
  nChanged 70
		SP:Iteration 4Q (16598.950000 sec): 3 clusters
  Score: Raw -119657.332807 + Penalty 2370.893335 = -117286.439472
  nChanged 60
		SP:Iteration 5Q (16599.100000 sec): 3 clusters
  Score: Raw -119728.574141 + Penalty 2370.893335 = -117357.680806
  nChanged 48
		SP:Iteration 6Q (16599.240000 sec): 3 clusters
  Score: Raw -119777.913223 + Penalty 2370.893335 = -117407.019888
  nChanged 39
		SP:Iteration 7Q (16599.390000 sec): 3 clusters
  Score: Raw -119819.770531 + Penalty 2370.893335 = -117448.877196
  nChanged 36
		SP:Iteration 8Q (16599.560000 sec): 3 clusters
  Score: Raw -119858.546763 + Penalty 2370.893335 = -117487.653427
  nChanged 33
		SP:Iteration 9Q (16599.690000 sec): 3 clusters
  Score: Raw -119891.250328 + Penalty 2370.893335 = -117520.356993
  nChanged 30
		SP:Iteration 10Q (16599.860000 sec): 3 clusters
  Score: Raw -119919.859433 + Penalty 2370.893335 = -117548.966097
  nChanged 23
		SP:Iteration 11Q (16600.040000 sec): 3 clusters
  Score: Raw -119943.243053 + Penalty 2370.893335 = -117572.349717
  nChanged 19
		SP:Iteration 12Q (16600.210000 sec): 3 clusters
  Score: Raw -119960.134818 + Penalty 2370.893335 = -117589.241483
  nChanged 17
		SP:Iteration 13Q (16600.360000 sec): 3 clusters
  Score: Raw -119974.213015 + Penalty 2370.893335 = -117603.319680
  nChanged 15
		SP:Iteration 14Q (16600.520000 sec): 3 clusters
  Score: Raw -119982.770144 + Penalty 2370.893335 = -117611.876809
  nChanged 5
		SP:Iteration 15Q (16600.670000 sec): 3 clusters
  Score: Raw -119986.248409 + Penalty 2370.893335 = -117615.355073
  nChanged 6
		SP:Iteration 16Q (16600.810000 sec): 3 clusters
  Score: Raw -119991.958183 + Penalty 2370.893335 = -117621.064848
  nChanged 6
		SP:Iteration 17Q (16600.950000 sec): 3 clusters
  Score: Raw -119996.839316 + Penalty 2370.893335 = -117625.945980
  nChanged 5
		SP:Iteration 18Q (16601.090000 sec): 3 clusters
  Score: Raw -120000.159987 + Penalty 2370.893335 = -117629.266652
  nChanged 3
		SP:Iteration 19Q (16601.280000 sec): 3 clusters
  Score: Raw -120001.684332 + Penalty 2370.893335 = -117630.790996
  nChanged 2
		SP:Iteration 20F (16601.460000 sec): 3 clusters
  Score: Raw -120003.194910 + Penalty 2370.893335 = -117632.301575
  nChanged 1
		SP:Iteration 21Q (16601.660000 sec): 3 clusters
  Score: Raw -120004.501969 + Penalty 2370.893335 = -117633.608634
  nChanged 1
		SP:Iteration 22Q (16601.880000 sec): 3 clusters
  Score: Raw -120005.766276 + Penalty 2370.893335 = -117634.872941
  nChanged 2
		SP:Iteration 23Q (16602.070000 sec): 3 clusters
  Score: Raw -120009.428924 + Penalty 2370.893335 = -117638.535588
  nChanged 2
		SP:Iteration 24Q (16602.270000 sec): 3 clusters
  Score: Raw -120010.457673 + Penalty 2370.893335 = -117639.564338
  nChanged 1
		SP:Iteration 25Q (16602.460000 sec): 3 clusters
  Score: Raw -120011.005789 + Penalty 2370.893335 = -117640.112453
  nChanged 1
		SP:Iteration 26Q (16602.610000 sec): 3 clusters
  Score: Raw -120012.427306 + Penalty 2370.893335 = -117641.533971
  nChanged 1
		SP:Iteration 27Q (16602.800000 sec): 3 clusters
  Score: Raw -120013.421358 + Penalty 2370.893335 = -117642.528022
  nChanged 2
		SP:Iteration 28Q (16602.940000 sec): 3 clusters
  Score: Raw -120013.909521 + Penalty 2370.893335 = -117643.016186
  nChanged 0
		SP:Iteration 29F (16603.140000 sec): 3 clusters
  Score: Raw -120013.909521 + Penalty 2370.893335 = -117643.016186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16603.250000 sec): 2 clusters
  Score: Raw -163950.698496 + Penalty 1240.893811 = -162709.804685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16603.490000 sec): 3 clusters
  Score: Raw -163072.480279 + Penalty 2481.787621 = -160590.692658
  nChanged 745
		SP:Iteration 1F (16603.680000 sec): 3 clusters
  Score: Raw -163603.827408 + Penalty 2481.787621 = -161122.039787
  nChanged 192
		SP:Iteration 2F (16603.840000 sec): 3 clusters
  Score: Raw -163787.070365 + Penalty 2481.787621 = -161305.282744
  nChanged 139
		SP:Iteration 3F (16604.010000 sec): 3 clusters
  Score: Raw -163944.518344 + Penalty 2481.787621 = -161462.730723
  nChanged 133
		SP:Iteration 4F (16604.220000 sec): 3 clusters
  Score: Raw -164090.798220 + Penalty 2481.787621 = -161609.010599
  nChanged 113
		SP:Iteration 5F (16604.450000 sec): 3 clusters
  Score: Raw -164203.244422 + Penalty 2481.787621 = -161721.456800
  nChanged 87
		SP:Iteration 6Q (16604.600000 sec): 3 clusters
  Score: Raw -164277.511023 + Penalty 2481.787621 = -161795.723402
  nChanged 63
		SP:Iteration 7Q (16604.780000 sec): 3 clusters
  Score: Raw -164341.731112 + Penalty 2481.787621 = -161859.943491
  nChanged 54
		SP:Iteration 8Q (16605.000000 sec): 3 clusters
  Score: Raw -164391.777926 + Penalty 2481.787621 = -161909.990305
  nChanged 53
		SP:Iteration 9Q (16605.140000 sec): 3 clusters
  Score: Raw -164434.749480 + Penalty 2481.787621 = -161952.961859
  nChanged 46
		SP:Iteration 10Q (16605.340000 sec): 3 clusters
  Score: Raw -164479.131280 + Penalty 2481.787621 = -161997.343659
  nChanged 32
		SP:Iteration 11Q (16605.510000 sec): 3 clusters
  Score: Raw -164507.964229 + Penalty 2481.787621 = -162026.176608
  nChanged 32
		SP:Iteration 12Q (16605.690000 sec): 3 clusters
  Score: Raw -164533.053644 + Penalty 2481.787621 = -162051.266023
  nChanged 30
		SP:Iteration 13Q (16605.830000 sec): 3 clusters
  Score: Raw -164557.489082 + Penalty 2481.787621 = -162075.701460
  nChanged 27
		SP:Iteration 14Q (16606.040000 sec): 3 clusters
  Score: Raw -164577.058042 + Penalty 2481.787621 = -162095.270421
  nChanged 18
		SP:Iteration 15Q (16606.200000 sec): 3 clusters
  Score: Raw -164589.112282 + Penalty 2481.787621 = -162107.324661
  nChanged 19
		SP:Iteration 16Q (16606.390000 sec): 3 clusters
  Score: Raw -164602.572895 + Penalty 2481.787621 = -162120.785274
  nChanged 16
		SP:Iteration 17Q (16606.520000 sec): 3 clusters
  Score: Raw -164613.285672 + Penalty 2481.787621 = -162131.498051
  nChanged 11
		SP:Iteration 18Q (16606.710000 sec): 3 clusters
  Score: Raw -164621.505302 + Penalty 2481.787621 = -162139.717681
  nChanged 12
		SP:Iteration 19Q (16606.880000 sec): 3 clusters
  Score: Raw -164631.341831 + Penalty 2481.787621 = -162149.554210
  nChanged 10
		SP:Iteration 20F (16607.070000 sec): 3 clusters
  Score: Raw -164638.874443 + Penalty 2481.787621 = -162157.086822
  nChanged 15
		SP:Iteration 21Q (16607.270000 sec): 3 clusters
  Score: Raw -164649.712782 + Penalty 2481.787621 = -162167.925161
  nChanged 14
		SP:Iteration 22Q (16607.430000 sec): 3 clusters
  Score: Raw -164660.425828 + Penalty 2481.787621 = -162178.638207
  nChanged 13
		SP:Iteration 23Q (16607.630000 sec): 3 clusters
  Score: Raw -164673.239852 + Penalty 2481.787621 = -162191.452231
  nChanged 11
		SP:Iteration 24Q (16607.850000 sec): 3 clusters
  Score: Raw -164681.773331 + Penalty 2481.787621 = -162199.985710
  nChanged 11
		SP:Iteration 25Q (16608.050000 sec): 3 clusters
  Score: Raw -164686.743261 + Penalty 2481.787621 = -162204.955640
  nChanged 8
		SP:Iteration 26Q (16608.260000 sec): 3 clusters
  Score: Raw -164691.156512 + Penalty 2481.787621 = -162209.368891
  nChanged 3
		SP:Iteration 27Q (16608.420000 sec): 3 clusters
  Score: Raw -164692.122062 + Penalty 2481.787621 = -162210.334441
  nChanged 2
		SP:Iteration 28Q (16608.630000 sec): 3 clusters
  Score: Raw -164693.142923 + Penalty 2481.787621 = -162211.355302
  nChanged 1
		SP:Iteration 29Q (16608.810000 sec): 3 clusters
  Score: Raw -164693.328834 + Penalty 2481.787621 = -162211.541213
  nChanged 0
		SP:Iteration 30F (16609.010000 sec): 3 clusters
  Score: Raw -164693.328834 + Penalty 2481.787621 = -162211.541213
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16609.130000 sec): 2 clusters
  Score: Raw -85633.849180 + Penalty 1153.217224 = -84480.631956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16609.300000 sec): 3 clusters
  Score: Raw -85226.411446 + Penalty 2306.434448 = -82919.976998
  nChanged 381
		SP:Iteration 1F (16609.460000 sec): 3 clusters
  Score: Raw -85602.820052 + Penalty 2306.434448 = -83296.385604
  nChanged 112
		SP:Iteration 2F (16609.570000 sec): 3 clusters
  Score: Raw -85754.612034 + Penalty 2306.434448 = -83448.177586
  nChanged 69
		SP:Iteration 3F (16609.750000 sec): 3 clusters
  Score: Raw -85832.372616 + Penalty 2306.434448 = -83525.938168
  nChanged 44
		SP:Iteration 4Q (16609.980000 sec): 3 clusters
  Score: Raw -85908.518267 + Penalty 2306.434448 = -83602.083819
  nChanged 48
		SP:Iteration 5Q (16610.190000 sec): 3 clusters
  Score: Raw -85984.251459 + Penalty 2306.434448 = -83677.817011
  nChanged 46
		SP:Iteration 6Q (16610.370000 sec): 3 clusters
  Score: Raw -86067.081105 + Penalty 2306.434448 = -83760.646657
  nChanged 35
		SP:Iteration 7Q (16610.520000 sec): 3 clusters
  Score: Raw -86123.024523 + Penalty 2306.434448 = -83816.590075
  nChanged 30
		SP:Iteration 8Q (16610.680000 sec): 3 clusters
  Score: Raw -86162.249783 + Penalty 2306.434448 = -83855.815335
  nChanged 28
		SP:Iteration 9Q (16610.860000 sec): 3 clusters
  Score: Raw -86201.723790 + Penalty 2306.434448 = -83895.289342
  nChanged 22
		SP:Iteration 10Q (16611.090000 sec): 3 clusters
  Score: Raw -86228.191418 + Penalty 2306.434448 = -83921.756970
  nChanged 16
		SP:Iteration 11Q (16611.240000 sec): 3 clusters
  Score: Raw -86250.843766 + Penalty 2306.434448 = -83944.409318
  nChanged 14
		SP:Iteration 12Q (16611.470000 sec): 3 clusters
  Score: Raw -86267.637984 + Penalty 2306.434448 = -83961.203536
  nChanged 10
		SP:Iteration 13Q (16611.690000 sec): 3 clusters
  Score: Raw -86276.128229 + Penalty 2306.434448 = -83969.693781
  nChanged 8
		SP:Iteration 14Q (16611.880000 sec): 3 clusters
  Score: Raw -86284.001566 + Penalty 2306.434448 = -83977.567118
  nChanged 8
		SP:Iteration 15Q (16612.090000 sec): 3 clusters
  Score: Raw -86288.230146 + Penalty 2306.434448 = -83981.795698
  nChanged 3
		SP:Iteration 16Q (16612.260000 sec): 3 clusters
  Score: Raw -86293.631722 + Penalty 2306.434448 = -83987.197274
  nChanged 6
		SP:Iteration 17Q (16612.470000 sec): 3 clusters
  Score: Raw -86301.341537 + Penalty 2306.434448 = -83994.907089
  nChanged 4
		SP:Iteration 18Q (16612.650000 sec): 3 clusters
  Score: Raw -86303.132574 + Penalty 2306.434448 = -83996.698126
  nChanged 4
		SP:Iteration 19Q (16612.820000 sec): 3 clusters
  Score: Raw -86306.988893 + Penalty 2306.434448 = -84000.554445
  nChanged 3
		SP:Iteration 20F (16613.040000 sec): 3 clusters
  Score: Raw -86308.638456 + Penalty 2306.434448 = -84002.204008
  nChanged 1
		SP:Iteration 21Q (16613.260000 sec): 3 clusters
  Score: Raw -86308.804350 + Penalty 2306.434448 = -84002.369902
  nChanged 0
		SP:Iteration 22F (16613.400000 sec): 3 clusters
  Score: Raw -86308.804350 + Penalty 2306.434448 = -84002.369902
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16613.550000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16613.720000 sec): 3 clusters
  Score: Raw -183130.906080 + Penalty 2490.607491 = -180640.298589
  nChanged 756
		SP:Iteration 1F (16613.880000 sec): 3 clusters
  Score: Raw -183658.456534 + Penalty 2490.607491 = -181167.849043
  nChanged 198
		SP:Iteration 2F (16614.090000 sec): 3 clusters
  Score: Raw -183857.779160 + Penalty 2490.607491 = -181367.171669
  nChanged 170
		SP:Iteration 3F (16614.290000 sec): 3 clusters
  Score: Raw -184057.549702 + Penalty 2490.607491 = -181566.942211
  nChanged 155
		SP:Iteration 4F (16614.490000 sec): 3 clusters
  Score: Raw -184285.557507 + Penalty 2490.607491 = -181794.950016
  nChanged 146
		SP:Iteration 5F (16614.710000 sec): 3 clusters
  Score: Raw -184506.658989 + Penalty 2490.607491 = -182016.051498
  nChanged 111
		SP:Iteration 6F (16614.850000 sec): 3 clusters
  Score: Raw -184652.864108 + Penalty 2490.607491 = -182162.256617
  nChanged 80
		SP:Iteration 7Q (16615.000000 sec): 3 clusters
  Score: Raw -184740.460508 + Penalty 2490.607491 = -182249.853017
  nChanged 41
		SP:Iteration 8Q (16615.150000 sec): 3 clusters
  Score: Raw -184779.194041 + Penalty 2490.607491 = -182288.586550
  nChanged 28
		SP:Iteration 9Q (16615.320000 sec): 3 clusters
  Score: Raw -184807.656794 + Penalty 2490.607491 = -182317.049303
  nChanged 16
		SP:Iteration 10Q (16615.460000 sec): 3 clusters
  Score: Raw -184822.791787 + Penalty 2490.607491 = -182332.184296
  nChanged 19
		SP:Iteration 11Q (16615.650000 sec): 3 clusters
  Score: Raw -184835.917117 + Penalty 2490.607491 = -182345.309626
  nChanged 13
		SP:Iteration 12Q (16615.860000 sec): 3 clusters
  Score: Raw -184844.986894 + Penalty 2490.607491 = -182354.379402
  nChanged 11
		SP:Iteration 13Q (16616.050000 sec): 3 clusters
  Score: Raw -184852.336998 + Penalty 2490.607491 = -182361.729507
  nChanged 7
		SP:Iteration 14Q (16616.170000 sec): 3 clusters
  Score: Raw -184857.497241 + Penalty 2490.607491 = -182366.889750
  nChanged 6
		SP:Iteration 15Q (16616.310000 sec): 3 clusters
  Score: Raw -184861.585820 + Penalty 2490.607491 = -182370.978329
  nChanged 8
		SP:Iteration 16Q (16616.460000 sec): 3 clusters
  Score: Raw -184866.381009 + Penalty 2490.607491 = -182375.773518
  nChanged 9
		SP:Iteration 17Q (16616.610000 sec): 3 clusters
  Score: Raw -184870.430018 + Penalty 2490.607491 = -182379.822527
  nChanged 4
		SP:Iteration 18Q (16616.770000 sec): 3 clusters
  Score: Raw -184871.820036 + Penalty 2490.607491 = -182381.212545
  nChanged 4
		SP:Iteration 19Q (16616.920000 sec): 3 clusters
  Score: Raw -184873.872106 + Penalty 2490.607491 = -182383.264615
  nChanged 2
		SP:Iteration 20F (16617.110000 sec): 3 clusters
  Score: Raw -184875.641224 + Penalty 2490.607491 = -182385.033733
  nChanged 2
		SP:Iteration 21Q (16617.340000 sec): 3 clusters
  Score: Raw -184876.911776 + Penalty 2490.607491 = -182386.304285
  nChanged 2
		SP:Iteration 22Q (16617.530000 sec): 3 clusters
  Score: Raw -184877.659029 + Penalty 2490.607491 = -182387.051538
  nChanged 0
		SP:Iteration 23F (16617.680000 sec): 3 clusters
  Score: Raw -184877.659029 + Penalty 2490.607491 = -182387.051538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16617.720000 sec): 2 clusters
  Score: Raw -9698.264828 + Penalty 819.556581 = -8878.708246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16617.870000 sec): 3 clusters
  Score: Raw -9901.933438 + Penalty 1639.113163 = -8262.820275
  nChanged 15
		SP:Iteration 1F (16618.040000 sec): 3 clusters
  Score: Raw -9963.681680 + Penalty 1639.113163 = -8324.568517
  nChanged 10
		SP:Iteration 2F (16618.210000 sec): 3 clusters
  Score: Raw -9997.388572 + Penalty 1639.113163 = -8358.275409
  nChanged 4
		SP:Iteration 3Q (16618.400000 sec): 3 clusters
  Score: Raw -10005.182153 + Penalty 1639.113163 = -8366.068990
  nChanged 0
		SP:Iteration 4F (16618.550000 sec): 3 clusters
  Score: Raw -10005.182153 + Penalty 1639.113163 = -8366.068990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16618.650000 sec): 2 clusters
  Score: Raw -180174.937657 + Penalty 1252.178334 = -178922.759323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16618.860000 sec): 3 clusters
  Score: Raw -179254.292386 + Penalty 2504.356668 = -176749.935719
  nChanged 792
		SP:Iteration 1F (16619.000000 sec): 3 clusters
  Score: Raw -179791.219162 + Penalty 2504.356668 = -177286.862494
  nChanged 205
		SP:Iteration 2F (16619.160000 sec): 3 clusters
  Score: Raw -179969.407986 + Penalty 2504.356668 = -177465.051318
  nChanged 135
		SP:Iteration 3F (16619.340000 sec): 3 clusters
  Score: Raw -180102.693759 + Penalty 2504.356668 = -177598.337091
  nChanged 104
		SP:Iteration 4Q (16619.530000 sec): 3 clusters
  Score: Raw -180193.480567 + Penalty 2504.356668 = -177689.123899
  nChanged 94
		SP:Iteration 5Q (16619.720000 sec): 3 clusters
  Score: Raw -180268.218984 + Penalty 2504.356668 = -177763.862317
  nChanged 72
		SP:Iteration 6Q (16619.860000 sec): 3 clusters
  Score: Raw -180325.856461 + Penalty 2504.356668 = -177821.499793
  nChanged 39
		SP:Iteration 7Q (16620.030000 sec): 3 clusters
  Score: Raw -180354.740030 + Penalty 2504.356668 = -177850.383363
  nChanged 43
		SP:Iteration 8Q (16620.190000 sec): 3 clusters
  Score: Raw -180383.331836 + Penalty 2504.356668 = -177878.975168
  nChanged 33
		SP:Iteration 9Q (16620.390000 sec): 3 clusters
  Score: Raw -180400.139609 + Penalty 2504.356668 = -177895.782942
  nChanged 19
		SP:Iteration 10Q (16620.550000 sec): 3 clusters
  Score: Raw -180412.058072 + Penalty 2504.356668 = -177907.701404
  nChanged 26
		SP:Iteration 11Q (16620.730000 sec): 3 clusters
  Score: Raw -180430.212434 + Penalty 2504.356668 = -177925.855767
  nChanged 24
		SP:Iteration 12Q (16620.900000 sec): 3 clusters
  Score: Raw -180446.033937 + Penalty 2504.356668 = -177941.677269
  nChanged 20
		SP:Iteration 13Q (16621.060000 sec): 3 clusters
  Score: Raw -180456.659510 + Penalty 2504.356668 = -177952.302843
  nChanged 17
		SP:Iteration 14Q (16621.250000 sec): 3 clusters
  Score: Raw -180466.776312 + Penalty 2504.356668 = -177962.419645
  nChanged 15
		SP:Iteration 15Q (16621.420000 sec): 3 clusters
  Score: Raw -180476.428825 + Penalty 2504.356668 = -177972.072157
  nChanged 10
		SP:Iteration 16Q (16621.610000 sec): 3 clusters
  Score: Raw -180481.866226 + Penalty 2504.356668 = -177977.509559
  nChanged 8
		SP:Iteration 17Q (16621.760000 sec): 3 clusters
  Score: Raw -180486.862442 + Penalty 2504.356668 = -177982.505774
  nChanged 11
		SP:Iteration 18Q (16621.940000 sec): 3 clusters
  Score: Raw -180490.943276 + Penalty 2504.356668 = -177986.586608
  nChanged 5
		SP:Iteration 19Q (16622.150000 sec): 3 clusters
  Score: Raw -180493.555704 + Penalty 2504.356668 = -177989.199037
  nChanged 2
		SP:Iteration 20F (16622.320000 sec): 3 clusters
  Score: Raw -180494.582174 + Penalty 2504.356668 = -177990.225506
  nChanged 2
		SP:Iteration 21Q (16622.480000 sec): 3 clusters
  Score: Raw -180495.728960 + Penalty 2504.356668 = -177991.372292
  nChanged 0
		SP:Iteration 22F (16622.640000 sec): 3 clusters
  Score: Raw -180495.728960 + Penalty 2504.356668 = -177991.372292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16622.730000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16622.920000 sec): 3 clusters
  Score: Raw -44575.293919 + Penalty 2054.249696 = -42521.044223
  nChanged 138
		SP:Iteration 1F (16623.120000 sec): 3 clusters
  Score: Raw -44753.149842 + Penalty 2054.249696 = -42698.900147
  nChanged 42
		SP:Iteration 2F (16623.250000 sec): 3 clusters
  Score: Raw -44824.279063 + Penalty 2054.249696 = -42770.029368
  nChanged 21
		SP:Iteration 3Q (16623.420000 sec): 3 clusters
  Score: Raw -44847.598769 + Penalty 2054.249696 = -42793.349073
  nChanged 12
		SP:Iteration 4Q (16623.620000 sec): 3 clusters
  Score: Raw -44861.873978 + Penalty 2054.249696 = -42807.624283
  nChanged 8
		SP:Iteration 5Q (16623.780000 sec): 3 clusters
  Score: Raw -44868.365693 + Penalty 2054.249696 = -42814.115997
  nChanged 6
		SP:Iteration 6Q (16623.940000 sec): 3 clusters
  Score: Raw -44876.685755 + Penalty 2054.249696 = -42822.436059
  nChanged 4
		SP:Iteration 7Q (16624.090000 sec): 3 clusters
  Score: Raw -44880.351732 + Penalty 2054.249696 = -42826.102037
  nChanged 1
		SP:Iteration 8Q (16624.270000 sec): 3 clusters
  Score: Raw -44881.878507 + Penalty 2054.249696 = -42827.628812
  nChanged 2
		SP:Iteration 9Q (16624.470000 sec): 3 clusters
  Score: Raw -44883.960784 + Penalty 2054.249696 = -42829.711089
  nChanged 3
		SP:Iteration 10Q (16624.620000 sec): 3 clusters
  Score: Raw -44889.225631 + Penalty 2054.249696 = -42834.975935
  nChanged 2
		SP:Iteration 11Q (16624.810000 sec): 3 clusters
  Score: Raw -44893.167050 + Penalty 2054.249696 = -42838.917355
  nChanged 2
		SP:Iteration 12Q (16624.960000 sec): 3 clusters
  Score: Raw -44895.367718 + Penalty 2054.249696 = -42841.118023
  nChanged 2
		SP:Iteration 13Q (16625.180000 sec): 3 clusters
  Score: Raw -44897.069333 + Penalty 2054.249696 = -42842.819638
  nChanged 0
		SP:Iteration 14F (16625.360000 sec): 3 clusters
  Score: Raw -44897.069333 + Penalty 2054.249696 = -42842.819638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16625.410000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16625.570000 sec): 3 clusters
  Score: Raw -43257.219788 + Penalty 2036.840178 = -41220.379610
  nChanged 131
		SP:Iteration 1F (16625.720000 sec): 3 clusters
  Score: Raw -43405.784940 + Penalty 2036.840178 = -41368.944761
  nChanged 26
		SP:Iteration 2Q (16625.910000 sec): 3 clusters
  Score: Raw -43442.992175 + Penalty 2036.840178 = -41406.151997
  nChanged 17
		SP:Iteration 3Q (16626.050000 sec): 3 clusters
  Score: Raw -43464.224619 + Penalty 2036.840178 = -41427.384440
  nChanged 7
		SP:Iteration 4Q (16626.220000 sec): 3 clusters
  Score: Raw -43470.446739 + Penalty 2036.840178 = -41433.606561
  nChanged 3
		SP:Iteration 5Q (16626.380000 sec): 3 clusters
  Score: Raw -43477.564749 + Penalty 2036.840178 = -41440.724571
  nChanged 5
		SP:Iteration 6Q (16626.560000 sec): 3 clusters
  Score: Raw -43481.616162 + Penalty 2036.840178 = -41444.775984
  nChanged 4
		SP:Iteration 7Q (16626.760000 sec): 3 clusters
  Score: Raw -43486.633181 + Penalty 2036.840178 = -41449.793003
  nChanged 2
		SP:Iteration 8Q (16626.910000 sec): 3 clusters
  Score: Raw -43488.127332 + Penalty 2036.840178 = -41451.287154
  nChanged 2
		SP:Iteration 9Q (16627.090000 sec): 3 clusters
  Score: Raw -43490.185822 + Penalty 2036.840178 = -41453.345644
  nChanged 2
		SP:Iteration 10Q (16627.310000 sec): 3 clusters
  Score: Raw -43493.315914 + Penalty 2036.840178 = -41456.475736
  nChanged 2
		SP:Iteration 11Q (16627.450000 sec): 3 clusters
  Score: Raw -43494.096935 + Penalty 2036.840178 = -41457.256757
  nChanged 0
		SP:Iteration 12F (16627.650000 sec): 3 clusters
  Score: Raw -43494.096935 + Penalty 2036.840178 = -41457.256757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16627.730000 sec): 2 clusters
  Score: Raw -246713.534710 + Penalty 1316.965213 = -245396.569498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16627.900000 sec): 3 clusters
  Score: Raw -245082.042392 + Penalty 2633.930425 = -242448.111967
  nChanged 1287
		SP:Iteration 1F (16628.030000 sec): 3 clusters
  Score: Raw -245946.302478 + Penalty 2633.930425 = -243312.372053
  nChanged 308
		SP:Iteration 2F (16628.210000 sec): 3 clusters
  Score: Raw -246228.475669 + Penalty 2633.930425 = -243594.545244
  nChanged 224
		SP:Iteration 3F (16628.410000 sec): 3 clusters
  Score: Raw -246439.234513 + Penalty 2633.930425 = -243805.304088
  nChanged 181
		SP:Iteration 4F (16628.600000 sec): 3 clusters
  Score: Raw -246634.383101 + Penalty 2633.930425 = -244000.452676
  nChanged 174
		SP:Iteration 5F (16628.750000 sec): 3 clusters
  Score: Raw -246797.560188 + Penalty 2633.930425 = -244163.629763
  nChanged 143
		SP:Iteration 6Q (16628.960000 sec): 3 clusters
  Score: Raw -246913.798483 + Penalty 2633.930425 = -244279.868058
  nChanged 109
		SP:Iteration 7Q (16629.100000 sec): 3 clusters
  Score: Raw -246982.600434 + Penalty 2633.930425 = -244348.670009
  nChanged 93
		SP:Iteration 8Q (16629.310000 sec): 3 clusters
  Score: Raw -247033.406480 + Penalty 2633.930425 = -244399.476055
  nChanged 56
		SP:Iteration 9Q (16629.510000 sec): 3 clusters
  Score: Raw -247060.232469 + Penalty 2633.930425 = -244426.302044
  nChanged 44
		SP:Iteration 10Q (16629.680000 sec): 3 clusters
  Score: Raw -247079.588688 + Penalty 2633.930425 = -244445.658263
  nChanged 39
		SP:Iteration 11Q (16629.860000 sec): 3 clusters
  Score: Raw -247094.878621 + Penalty 2633.930425 = -244460.948196
  nChanged 24
		SP:Iteration 12Q (16630.050000 sec): 3 clusters
  Score: Raw -247103.305396 + Penalty 2633.930425 = -244469.374971
  nChanged 18
		SP:Iteration 13Q (16630.200000 sec): 3 clusters
  Score: Raw -247109.215126 + Penalty 2633.930425 = -244475.284701
  nChanged 13
		SP:Iteration 14Q (16630.350000 sec): 3 clusters
  Score: Raw -247113.791499 + Penalty 2633.930425 = -244479.861074
  nChanged 10
		SP:Iteration 15Q (16630.520000 sec): 3 clusters
  Score: Raw -247118.292774 + Penalty 2633.930425 = -244484.362349
  nChanged 10
		SP:Iteration 16Q (16630.690000 sec): 3 clusters
  Score: Raw -247121.429137 + Penalty 2633.930425 = -244487.498712
  nChanged 11
		SP:Iteration 17Q (16630.870000 sec): 3 clusters
  Score: Raw -247124.803469 + Penalty 2633.930425 = -244490.873044
  nChanged 11
		SP:Iteration 18Q (16631.080000 sec): 3 clusters
  Score: Raw -247130.009022 + Penalty 2633.930425 = -244496.078596
  nChanged 14
		SP:Iteration 19Q (16631.260000 sec): 3 clusters
  Score: Raw -247135.224732 + Penalty 2633.930425 = -244501.294307
  nChanged 9
		SP:Iteration 20F (16631.420000 sec): 3 clusters
  Score: Raw -247137.919541 + Penalty 2633.930425 = -244503.989116
  nChanged 11
		SP:Iteration 21Q (16631.590000 sec): 3 clusters
  Score: Raw -247143.484161 + Penalty 2633.930425 = -244509.553736
  nChanged 18
		SP:Iteration 22Q (16631.790000 sec): 3 clusters
  Score: Raw -247148.759343 + Penalty 2633.930425 = -244514.828918
  nChanged 5
		SP:Iteration 23Q (16631.940000 sec): 3 clusters
  Score: Raw -247150.553486 + Penalty 2633.930425 = -244516.623061
  nChanged 5
		SP:Iteration 24Q (16632.130000 sec): 3 clusters
  Score: Raw -247153.018773 + Penalty 2633.930425 = -244519.088348
  nChanged 9
		SP:Iteration 25Q (16632.320000 sec): 3 clusters
  Score: Raw -247155.322111 + Penalty 2633.930425 = -244521.391686
  nChanged 2
		SP:Iteration 26Q (16632.490000 sec): 3 clusters
  Score: Raw -247155.698988 + Penalty 2633.930425 = -244521.768563
  nChanged 1
		SP:Iteration 27Q (16632.660000 sec): 3 clusters
  Score: Raw -247155.879135 + Penalty 2633.930425 = -244521.948710
  nChanged 2
		SP:Iteration 28Q (16632.830000 sec): 3 clusters
  Score: Raw -247156.217074 + Penalty 2633.930425 = -244522.286649
  nChanged 1
		SP:Iteration 29Q (16632.990000 sec): 3 clusters
  Score: Raw -247156.290426 + Penalty 2633.930425 = -244522.360001
  nChanged 1
		SP:Iteration 30Q (16633.190000 sec): 3 clusters
  Score: Raw -247156.396606 + Penalty 2633.930425 = -244522.466181
  nChanged 2
		SP:Iteration 31Q (16633.360000 sec): 3 clusters
  Score: Raw -247156.638306 + Penalty 2633.930425 = -244522.707881
  nChanged 1
		SP:Iteration 32Q (16633.530000 sec): 3 clusters
  Score: Raw -247156.870639 + Penalty 2633.930425 = -244522.940214
  nChanged 0
		SP:Iteration 33F (16633.730000 sec): 3 clusters
  Score: Raw -247156.870639 + Penalty 2633.930425 = -244522.940214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16633.800000 sec): 2 clusters
  Score: Raw -34271.842477 + Penalty 1039.230010 = -33232.612468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16633.940000 sec): 3 clusters
  Score: Raw -34189.567680 + Penalty 2078.460019 = -32111.107661
  nChanged 175
		SP:Iteration 1F (16634.120000 sec): 3 clusters
  Score: Raw -34518.256518 + Penalty 2078.460019 = -32439.796499
  nChanged 60
		SP:Iteration 2F (16634.300000 sec): 3 clusters
  Score: Raw -34644.102151 + Penalty 2078.460019 = -32565.642131
  nChanged 30
		SP:Iteration 3F (16634.490000 sec): 3 clusters
  Score: Raw -34715.918218 + Penalty 2078.460019 = -32637.458198
  nChanged 20
		SP:Iteration 4Q (16634.650000 sec): 3 clusters
  Score: Raw -34752.584148 + Penalty 2078.460019 = -32674.124128
  nChanged 10
		SP:Iteration 5Q (16634.800000 sec): 3 clusters
  Score: Raw -34773.269368 + Penalty 2078.460019 = -32694.809348
  nChanged 8
		SP:Iteration 6Q (16634.990000 sec): 3 clusters
  Score: Raw -34783.703421 + Penalty 2078.460019 = -32705.243402
  nChanged 4
		SP:Iteration 7Q (16635.120000 sec): 3 clusters
  Score: Raw -34790.722028 + Penalty 2078.460019 = -32712.262009
  nChanged 6
		SP:Iteration 8Q (16635.250000 sec): 3 clusters
  Score: Raw -34802.987829 + Penalty 2078.460019 = -32724.527809
  nChanged 4
		SP:Iteration 9Q (16635.450000 sec): 3 clusters
  Score: Raw -34815.771326 + Penalty 2078.460019 = -32737.311307
  nChanged 0
		SP:Iteration 10F (16635.630000 sec): 3 clusters
  Score: Raw -34815.771326 + Penalty 2078.460019 = -32737.311307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16635.730000 sec): 2 clusters
  Score: Raw -138890.706926 + Penalty 1209.023836 = -137681.683090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16635.870000 sec): 3 clusters
  Score: Raw -138208.841303 + Penalty 2418.047671 = -135790.793631
  nChanged 560
		SP:Iteration 1F (16636.050000 sec): 3 clusters
  Score: Raw -138630.095314 + Penalty 2418.047671 = -136212.047643
  nChanged 139
		SP:Iteration 2F (16636.190000 sec): 3 clusters
  Score: Raw -138759.052018 + Penalty 2418.047671 = -136341.004347
  nChanged 81
		SP:Iteration 3Q (16636.370000 sec): 3 clusters
  Score: Raw -138826.816330 + Penalty 2418.047671 = -136408.768658
  nChanged 62
		SP:Iteration 4Q (16636.530000 sec): 3 clusters
  Score: Raw -138868.383607 + Penalty 2418.047671 = -136450.335936
  nChanged 44
		SP:Iteration 5Q (16636.640000 sec): 3 clusters
  Score: Raw -138899.634497 + Penalty 2418.047671 = -136481.586826
  nChanged 51
		SP:Iteration 6Q (16636.750000 sec): 3 clusters
  Score: Raw -138940.619176 + Penalty 2418.047671 = -136522.571504
  nChanged 42
		SP:Iteration 7Q (16636.890000 sec): 3 clusters
  Score: Raw -138978.573285 + Penalty 2418.047671 = -136560.525614
  nChanged 59
		SP:Iteration 8Q (16637.070000 sec): 3 clusters
  Score: Raw -139035.557225 + Penalty 2418.047671 = -136617.509554
  nChanged 51
		SP:Iteration 9Q (16637.210000 sec): 3 clusters
  Score: Raw -139083.643695 + Penalty 2418.047671 = -136665.596024
  nChanged 47
		SP:Iteration 10Q (16637.370000 sec): 3 clusters
  Score: Raw -139123.827657 + Penalty 2418.047671 = -136705.779986
  nChanged 36
		SP:Iteration 11Q (16637.560000 sec): 3 clusters
  Score: Raw -139152.268045 + Penalty 2418.047671 = -136734.220374
  nChanged 30
		SP:Iteration 12Q (16637.740000 sec): 3 clusters
  Score: Raw -139173.410682 + Penalty 2418.047671 = -136755.363010
  nChanged 26
		SP:Iteration 13Q (16637.930000 sec): 3 clusters
  Score: Raw -139195.198169 + Penalty 2418.047671 = -136777.150497
  nChanged 23
		SP:Iteration 14Q (16638.040000 sec): 3 clusters
  Score: Raw -139216.891804 + Penalty 2418.047671 = -136798.844133
  nChanged 18
		SP:Iteration 15Q (16638.210000 sec): 3 clusters
  Score: Raw -139232.175149 + Penalty 2418.047671 = -136814.127478
  nChanged 17
		SP:Iteration 16Q (16638.400000 sec): 3 clusters
  Score: Raw -139243.085408 + Penalty 2418.047671 = -136825.037737
  nChanged 13
		SP:Iteration 17Q (16638.580000 sec): 3 clusters
  Score: Raw -139253.575666 + Penalty 2418.047671 = -136835.527995
  nChanged 11
		SP:Iteration 18Q (16638.760000 sec): 3 clusters
  Score: Raw -139261.566487 + Penalty 2418.047671 = -136843.518816
  nChanged 11
		SP:Iteration 19Q (16638.940000 sec): 3 clusters
  Score: Raw -139269.295137 + Penalty 2418.047671 = -136851.247466
  nChanged 11
		SP:Iteration 20F (16639.090000 sec): 3 clusters
  Score: Raw -139278.683378 + Penalty 2418.047671 = -136860.635707
  nChanged 12
		SP:Iteration 21Q (16639.250000 sec): 3 clusters
  Score: Raw -139287.107205 + Penalty 2418.047671 = -136869.059534
  nChanged 11
		SP:Iteration 22Q (16639.400000 sec): 3 clusters
  Score: Raw -139296.118095 + Penalty 2418.047671 = -136878.070424
  nChanged 11
		SP:Iteration 23Q (16639.580000 sec): 3 clusters
  Score: Raw -139307.162400 + Penalty 2418.047671 = -136889.114729
  nChanged 10
		SP:Iteration 24Q (16639.750000 sec): 3 clusters
  Score: Raw -139314.236045 + Penalty 2418.047671 = -136896.188373
  nChanged 9
		SP:Iteration 25Q (16639.910000 sec): 3 clusters
  Score: Raw -139320.507824 + Penalty 2418.047671 = -136902.460153
  nChanged 7
		SP:Iteration 26Q (16640.070000 sec): 3 clusters
  Score: Raw -139324.058576 + Penalty 2418.047671 = -136906.010904
  nChanged 6
		SP:Iteration 27Q (16640.250000 sec): 3 clusters
  Score: Raw -139326.758473 + Penalty 2418.047671 = -136908.710802
  nChanged 4
		SP:Iteration 28Q (16640.430000 sec): 3 clusters
  Score: Raw -139329.108390 + Penalty 2418.047671 = -136911.060718
  nChanged 3
		SP:Iteration 29Q (16640.590000 sec): 3 clusters
  Score: Raw -139331.666824 + Penalty 2418.047671 = -136913.619152
  nChanged 2
		SP:Iteration 30Q (16640.720000 sec): 3 clusters
  Score: Raw -139333.325888 + Penalty 2418.047671 = -136915.278217
  nChanged 2
		SP:Iteration 31Q (16640.860000 sec): 3 clusters
  Score: Raw -139334.492965 + Penalty 2418.047671 = -136916.445294
  nChanged 0
		SP:Iteration 32F (16641.060000 sec): 3 clusters
  Score: Raw -139334.492965 + Penalty 2418.047671 = -136916.445294
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (1997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16641.130000 sec): 2 clusters
  Score: Raw -154673.739328 + Penalty 1234.902717 = -153438.836612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16641.330000 sec): 3 clusters
  Score: Raw -153831.982832 + Penalty 2469.805433 = -151362.177399
  nChanged 710
		SP:Iteration 1F (16641.490000 sec): 3 clusters
  Score: Raw -154295.384972 + Penalty 2469.805433 = -151825.579538
  nChanged 154
		SP:Iteration 2F (16641.670000 sec): 3 clusters
  Score: Raw -154403.067839 + Penalty 2469.805433 = -151933.262406
  nChanged 90
		SP:Iteration 3Q (16641.820000 sec): 3 clusters
  Score: Raw -154466.877076 + Penalty 2469.805433 = -151997.071643
  nChanged 66
		SP:Iteration 4Q (16641.970000 sec): 3 clusters
  Score: Raw -154505.004829 + Penalty 2469.805433 = -152035.199395
  nChanged 51
		SP:Iteration 5Q (16642.150000 sec): 3 clusters
  Score: Raw -154535.288422 + Penalty 2469.805433 = -152065.482989
  nChanged 54
		SP:Iteration 6Q (16642.290000 sec): 3 clusters
  Score: Raw -154576.073096 + Penalty 2469.805433 = -152106.267662
  nChanged 46
		SP:Iteration 7Q (16642.530000 sec): 3 clusters
  Score: Raw -154614.980490 + Penalty 2469.805433 = -152145.175056
  nChanged 39
		SP:Iteration 8Q (16642.640000 sec): 3 clusters
  Score: Raw -154642.806323 + Penalty 2469.805433 = -152173.000890
  nChanged 43
		SP:Iteration 9Q (16642.830000 sec): 3 clusters
  Score: Raw -154671.675250 + Penalty 2469.805433 = -152201.869817
  nChanged 43
		SP:Iteration 10Q (16642.970000 sec): 3 clusters
  Score: Raw -154703.716763 + Penalty 2469.805433 = -152233.911330
  nChanged 49
		SP:Iteration 11Q (16643.180000 sec): 3 clusters
  Score: Raw -154747.562478 + Penalty 2469.805433 = -152277.757044
  nChanged 54
		SP:Iteration 12Q (16643.310000 sec): 3 clusters
  Score: Raw -154794.450424 + Penalty 2469.805433 = -152324.644991
  nChanged 48
		SP:Iteration 13Q (16643.480000 sec): 3 clusters
  Score: Raw -154830.127908 + Penalty 2469.805433 = -152360.322475
  nChanged 35
		SP:Iteration 14Q (16643.630000 sec): 3 clusters
  Score: Raw -154855.558517 + Penalty 2469.805433 = -152385.753084
  nChanged 39
		SP:Iteration 15Q (16643.740000 sec): 3 clusters
  Score: Raw -154893.596413 + Penalty 2469.805433 = -152423.790980
  nChanged 39
		SP:Iteration 16Q (16643.880000 sec): 3 clusters
  Score: Raw -154928.265483 + Penalty 2469.805433 = -152458.460050
  nChanged 42
		SP:Iteration 17Q (16644.080000 sec): 3 clusters
  Score: Raw -154963.802484 + Penalty 2469.805433 = -152493.997051
  nChanged 42
		SP:Iteration 18Q (16644.240000 sec): 3 clusters
  Score: Raw -155012.255109 + Penalty 2469.805433 = -152542.449675
  nChanged 48
		SP:Iteration 19Q (16644.380000 sec): 3 clusters
  Score: Raw -155079.274246 + Penalty 2469.805433 = -152609.468813
  nChanged 48
		SP:Iteration 20F (16644.560000 sec): 3 clusters
  Score: Raw -155160.863617 + Penalty 2469.805433 = -152691.058183
  nChanged 52
		SP:Iteration 21Q (16644.710000 sec): 3 clusters
  Score: Raw -155256.104250 + Penalty 2469.805433 = -152786.298816
  nChanged 53
		SP:Iteration 22Q (16644.840000 sec): 3 clusters
  Score: Raw -155331.259919 + Penalty 2469.805433 = -152861.454485
  nChanged 40
		SP:Iteration 23Q (16644.980000 sec): 3 clusters
  Score: Raw -155382.082884 + Penalty 2469.805433 = -152912.277450
  nChanged 32
		SP:Iteration 24Q (16645.210000 sec): 3 clusters
  Score: Raw -155425.507005 + Penalty 2469.805433 = -152955.701571
  nChanged 32
		SP:Iteration 25Q (16645.340000 sec): 3 clusters
  Score: Raw -155464.308320 + Penalty 2469.805433 = -152994.502887
  nChanged 27
		SP:Iteration 26Q (16645.500000 sec): 3 clusters
  Score: Raw -155493.388811 + Penalty 2469.805433 = -153023.583377
  nChanged 15
		SP:Iteration 27Q (16645.710000 sec): 3 clusters
  Score: Raw -155512.651122 + Penalty 2469.805433 = -153042.845689
  nChanged 15
		SP:Iteration 28Q (16645.840000 sec): 3 clusters
  Score: Raw -155529.777132 + Penalty 2469.805433 = -153059.971699
  nChanged 12
		SP:Iteration 29Q (16645.980000 sec): 3 clusters
  Score: Raw -155541.848289 + Penalty 2469.805433 = -153072.042855
  nChanged 11
		SP:Iteration 30Q (16646.190000 sec): 3 clusters
  Score: Raw -155551.032583 + Penalty 2469.805433 = -153081.227150
  nChanged 7
		SP:Iteration 31Q (16646.320000 sec): 3 clusters
  Score: Raw -155559.290540 + Penalty 2469.805433 = -153089.485107
  nChanged 4
		SP:Iteration 32Q (16646.480000 sec): 3 clusters
  Score: Raw -155563.839450 + Penalty 2469.805433 = -153094.034017
  nChanged 6
		SP:Iteration 33Q (16646.670000 sec): 3 clusters
  Score: Raw -155570.049400 + Penalty 2469.805433 = -153100.243967
  nChanged 9
		SP:Iteration 34Q (16646.790000 sec): 3 clusters
  Score: Raw -155576.996309 + Penalty 2469.805433 = -153107.190875
  nChanged 4
		SP:Iteration 35Q (16646.930000 sec): 3 clusters
  Score: Raw -155579.779541 + Penalty 2469.805433 = -153109.974107
  nChanged 0
		SP:Iteration 36F (16647.120000 sec): 3 clusters
  Score: Raw -155579.779541 + Penalty 2469.805433 = -153109.974107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16647.190000 sec): 2 clusters
  Score: Raw -80758.929269 + Penalty 1144.371503 = -79614.557766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16647.350000 sec): 3 clusters
  Score: Raw -80366.971513 + Penalty 2288.743006 = -78078.228508
  nChanged 354
		SP:Iteration 1F (16647.500000 sec): 3 clusters
  Score: Raw -80702.331241 + Penalty 2288.743006 = -78413.588235
  nChanged 82
		SP:Iteration 2F (16647.630000 sec): 3 clusters
  Score: Raw -80794.029885 + Penalty 2288.743006 = -78505.286879
  nChanged 50
		SP:Iteration 3Q (16647.800000 sec): 3 clusters
  Score: Raw -80838.553705 + Penalty 2288.743006 = -78549.810699
  nChanged 30
		SP:Iteration 4Q (16647.950000 sec): 3 clusters
  Score: Raw -80861.725419 + Penalty 2288.743006 = -78572.982413
  nChanged 18
		SP:Iteration 5Q (16648.100000 sec): 3 clusters
  Score: Raw -80884.326629 + Penalty 2288.743006 = -78595.583623
  nChanged 21
		SP:Iteration 6Q (16648.300000 sec): 3 clusters
  Score: Raw -80900.356800 + Penalty 2288.743006 = -78611.613794
  nChanged 16
		SP:Iteration 7Q (16648.490000 sec): 3 clusters
  Score: Raw -80916.540566 + Penalty 2288.743006 = -78627.797560
  nChanged 17
		SP:Iteration 8Q (16648.640000 sec): 3 clusters
  Score: Raw -80930.576814 + Penalty 2288.743006 = -78641.833808
  nChanged 14
		SP:Iteration 9Q (16648.810000 sec): 3 clusters
  Score: Raw -80943.145871 + Penalty 2288.743006 = -78654.402866
  nChanged 9
		SP:Iteration 10Q (16648.970000 sec): 3 clusters
  Score: Raw -80952.834614 + Penalty 2288.743006 = -78664.091608
  nChanged 10
		SP:Iteration 11Q (16649.110000 sec): 3 clusters
  Score: Raw -80962.848309 + Penalty 2288.743006 = -78674.105304
  nChanged 9
		SP:Iteration 12Q (16649.330000 sec): 3 clusters
  Score: Raw -80970.389988 + Penalty 2288.743006 = -78681.646983
  nChanged 3
		SP:Iteration 13Q (16649.480000 sec): 3 clusters
  Score: Raw -80973.049873 + Penalty 2288.743006 = -78684.306868
  nChanged 6
		SP:Iteration 14Q (16649.680000 sec): 3 clusters
  Score: Raw -80976.423042 + Penalty 2288.743006 = -78687.680036
  nChanged 2
		SP:Iteration 15Q (16649.800000 sec): 3 clusters
  Score: Raw -80980.440720 + Penalty 2288.743006 = -78691.697714
  nChanged 3
		SP:Iteration 16Q (16649.950000 sec): 3 clusters
  Score: Raw -80984.303951 + Penalty 2288.743006 = -78695.560945
  nChanged 1
		SP:Iteration 17Q (16650.110000 sec): 3 clusters
  Score: Raw -80986.693446 + Penalty 2288.743006 = -78697.950440
  nChanged 1
		SP:Iteration 18Q (16650.250000 sec): 3 clusters
  Score: Raw -80987.474145 + Penalty 2288.743006 = -78698.731139
  nChanged 1
		SP:Iteration 19Q (16650.450000 sec): 3 clusters
  Score: Raw -80988.191319 + Penalty 2288.743006 = -78699.448313
  nChanged 0
		SP:Iteration 20F (16650.620000 sec): 3 clusters
  Score: Raw -80988.191319 + Penalty 2288.743006 = -78699.448313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16650.780000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16650.890000 sec): 3 clusters
  Score: Raw -248999.316494 + Penalty 2607.867433 = -246391.449061
  nChanged 1180
		SP:Iteration 1F (16651.100000 sec): 3 clusters
  Score: Raw -249682.636513 + Penalty 2607.867433 = -247074.769080
  nChanged 219
		SP:Iteration 2F (16651.220000 sec): 3 clusters
  Score: Raw -249822.493452 + Penalty 2607.867433 = -247214.626020
  nChanged 172
		SP:Iteration 3F (16651.400000 sec): 3 clusters
  Score: Raw -249913.874786 + Penalty 2607.867433 = -247306.007354
  nChanged 129
		SP:Iteration 4Q (16651.600000 sec): 3 clusters
  Score: Raw -249982.089982 + Penalty 2607.867433 = -247374.222549
  nChanged 95
		SP:Iteration 5Q (16651.800000 sec): 3 clusters
  Score: Raw -250029.288034 + Penalty 2607.867433 = -247421.420601
  nChanged 78
		SP:Iteration 6Q (16651.940000 sec): 3 clusters
  Score: Raw -250077.952855 + Penalty 2607.867433 = -247470.085422
  nChanged 83
		SP:Iteration 7Q (16652.100000 sec): 3 clusters
  Score: Raw -250116.125273 + Penalty 2607.867433 = -247508.257840
  nChanged 51
		SP:Iteration 8Q (16652.290000 sec): 3 clusters
  Score: Raw -250139.691605 + Penalty 2607.867433 = -247531.824172
  nChanged 48
		SP:Iteration 9Q (16652.450000 sec): 3 clusters
  Score: Raw -250160.510294 + Penalty 2607.867433 = -247552.642861
  nChanged 42
		SP:Iteration 10Q (16652.660000 sec): 3 clusters
  Score: Raw -250177.667905 + Penalty 2607.867433 = -247569.800472
  nChanged 49
		SP:Iteration 11Q (16652.780000 sec): 3 clusters
  Score: Raw -250196.966063 + Penalty 2607.867433 = -247589.098630
  nChanged 47
		SP:Iteration 12Q (16652.930000 sec): 3 clusters
  Score: Raw -250217.321386 + Penalty 2607.867433 = -247609.453954
  nChanged 41
		SP:Iteration 13Q (16653.140000 sec): 3 clusters
  Score: Raw -250236.426727 + Penalty 2607.867433 = -247628.559294
  nChanged 45
		SP:Iteration 14Q (16653.310000 sec): 3 clusters
  Score: Raw -250256.916316 + Penalty 2607.867433 = -247649.048883
  nChanged 46
		SP:Iteration 15Q (16653.460000 sec): 3 clusters
  Score: Raw -250276.760297 + Penalty 2607.867433 = -247668.892864
  nChanged 54
		SP:Iteration 16Q (16653.570000 sec): 3 clusters
  Score: Raw -250305.927535 + Penalty 2607.867433 = -247698.060102
  nChanged 68
		SP:Iteration 17Q (16653.720000 sec): 3 clusters
  Score: Raw -250345.134706 + Penalty 2607.867433 = -247737.267273
  nChanged 56
		SP:Iteration 18Q (16653.870000 sec): 3 clusters
  Score: Raw -250371.750899 + Penalty 2607.867433 = -247763.883466
  nChanged 47
		SP:Iteration 19Q (16654.040000 sec): 3 clusters
  Score: Raw -250393.992190 + Penalty 2607.867433 = -247786.124757
  nChanged 57
		SP:Iteration 20F (16654.220000 sec): 3 clusters
  Score: Raw -250426.001235 + Penalty 2607.867433 = -247818.133803
  nChanged 53
		SP:Iteration 21Q (16654.390000 sec): 3 clusters
  Score: Raw -250454.931390 + Penalty 2607.867433 = -247847.063957
  nChanged 46
		SP:Iteration 22Q (16654.560000 sec): 3 clusters
  Score: Raw -250483.737129 + Penalty 2607.867433 = -247875.869696
  nChanged 67
		SP:Iteration 23Q (16654.740000 sec): 3 clusters
  Score: Raw -250524.266145 + Penalty 2607.867433 = -247916.398712
  nChanged 51
		SP:Iteration 24Q (16654.910000 sec): 3 clusters
  Score: Raw -250555.129869 + Penalty 2607.867433 = -247947.262436
  nChanged 42
		SP:Iteration 25Q (16655.040000 sec): 3 clusters
  Score: Raw -250579.504383 + Penalty 2607.867433 = -247971.636950
  nChanged 42
		SP:Iteration 26Q (16655.240000 sec): 3 clusters
  Score: Raw -250604.172739 + Penalty 2607.867433 = -247996.305306
  nChanged 25
		SP:Iteration 27Q (16655.440000 sec): 3 clusters
  Score: Raw -250618.136126 + Penalty 2607.867433 = -248010.268693
  nChanged 20
		SP:Iteration 28Q (16655.590000 sec): 3 clusters
  Score: Raw -250629.477814 + Penalty 2607.867433 = -248021.610381
  nChanged 15
		SP:Iteration 29Q (16655.740000 sec): 3 clusters
  Score: Raw -250637.084580 + Penalty 2607.867433 = -248029.217147
  nChanged 21
		SP:Iteration 30Q (16655.920000 sec): 3 clusters
  Score: Raw -250647.981347 + Penalty 2607.867433 = -248040.113914
  nChanged 13
		SP:Iteration 31Q (16656.080000 sec): 3 clusters
  Score: Raw -250653.787116 + Penalty 2607.867433 = -248045.919683
  nChanged 11
		SP:Iteration 32Q (16656.260000 sec): 3 clusters
  Score: Raw -250660.094475 + Penalty 2607.867433 = -248052.227042
  nChanged 10
		SP:Iteration 33Q (16656.490000 sec): 3 clusters
  Score: Raw -250664.910304 + Penalty 2607.867433 = -248057.042871
  nChanged 5
		SP:Iteration 34Q (16656.690000 sec): 3 clusters
  Score: Raw -250667.712015 + Penalty 2607.867433 = -248059.844582
  nChanged 6
		SP:Iteration 35Q (16656.840000 sec): 3 clusters
  Score: Raw -250670.733253 + Penalty 2607.867433 = -248062.865821
  nChanged 5
		SP:Iteration 36Q (16657.010000 sec): 3 clusters
  Score: Raw -250672.856211 + Penalty 2607.867433 = -248064.988778
  nChanged 4
		SP:Iteration 37Q (16657.150000 sec): 3 clusters
  Score: Raw -250673.745826 + Penalty 2607.867433 = -248065.878394
  nChanged 4
		SP:Iteration 38Q (16657.310000 sec): 3 clusters
  Score: Raw -250674.757610 + Penalty 2607.867433 = -248066.890178
  nChanged 1
		SP:Iteration 39Q (16657.460000 sec): 3 clusters
  Score: Raw -250675.324820 + Penalty 2607.867433 = -248067.457387
  nChanged 1
		SP:Iteration 40F (16657.650000 sec): 3 clusters
  Score: Raw -250675.771993 + Penalty 2607.867433 = -248067.904560
  nChanged 2
		SP:Iteration 41Q (16657.850000 sec): 3 clusters
  Score: Raw -250676.401978 + Penalty 2607.867433 = -248068.534546
  nChanged 3
		SP:Iteration 42Q (16657.970000 sec): 3 clusters
  Score: Raw -250677.790636 + Penalty 2607.867433 = -248069.923203
  nChanged 2
		SP:Iteration 43Q (16658.140000 sec): 3 clusters
  Score: Raw -250678.416023 + Penalty 2607.867433 = -248070.548590
  nChanged 3
		SP:Iteration 44Q (16658.370000 sec): 3 clusters
  Score: Raw -250679.411845 + Penalty 2607.867433 = -248071.544412
  nChanged 0
		SP:Iteration 45F (16658.510000 sec): 3 clusters
  Score: Raw -250679.411845 + Penalty 2607.867433 = -248071.544412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16658.600000 sec): 2 clusters
  Score: Raw -41716.183719 + Penalty 1064.318246 = -40651.865474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16658.780000 sec): 3 clusters
  Score: Raw -41592.980110 + Penalty 2128.636491 = -39464.343619
  nChanged 200
		SP:Iteration 1F (16658.930000 sec): 3 clusters
  Score: Raw -41899.438088 + Penalty 2128.636491 = -39770.801596
  nChanged 54
		SP:Iteration 2F (16659.130000 sec): 3 clusters
  Score: Raw -41973.057823 + Penalty 2128.636491 = -39844.421332
  nChanged 27
		SP:Iteration 3Q (16659.270000 sec): 3 clusters
  Score: Raw -42015.285467 + Penalty 2128.636491 = -39886.648976
  nChanged 17
		SP:Iteration 4Q (16659.440000 sec): 3 clusters
  Score: Raw -42033.541177 + Penalty 2128.636491 = -39904.904685
  nChanged 10
		SP:Iteration 5Q (16659.660000 sec): 3 clusters
  Score: Raw -42046.001507 + Penalty 2128.636491 = -39917.365015
  nChanged 6
		SP:Iteration 6Q (16659.840000 sec): 3 clusters
  Score: Raw -42057.306097 + Penalty 2128.636491 = -39928.669606
  nChanged 11
		SP:Iteration 7Q (16660.010000 sec): 3 clusters
  Score: Raw -42078.681687 + Penalty 2128.636491 = -39950.045196
  nChanged 14
		SP:Iteration 8Q (16660.150000 sec): 3 clusters
  Score: Raw -42098.691178 + Penalty 2128.636491 = -39970.054687
  nChanged 13
		SP:Iteration 9Q (16660.290000 sec): 3 clusters
  Score: Raw -42113.525511 + Penalty 2128.636491 = -39984.889020
  nChanged 9
		SP:Iteration 10Q (16660.470000 sec): 3 clusters
  Score: Raw -42123.153639 + Penalty 2128.636491 = -39994.517148
  nChanged 3
		SP:Iteration 11Q (16660.640000 sec): 3 clusters
  Score: Raw -42125.838671 + Penalty 2128.636491 = -39997.202179
  nChanged 1
		SP:Iteration 12Q (16660.760000 sec): 3 clusters
  Score: Raw -42127.148210 + Penalty 2128.636491 = -39998.511719
  nChanged 0
		SP:Iteration 13F (16660.920000 sec): 3 clusters
  Score: Raw -42127.148210 + Penalty 2128.636491 = -39998.511719
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16661.020000 sec): 2 clusters
  Score: Raw -45351.990347 + Penalty 1028.869051 = -44323.121296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16661.270000 sec): 3 clusters
  Score: Raw -45274.168904 + Penalty 2057.738101 = -43216.430803
  nChanged 158
		SP:Iteration 1F (16661.470000 sec): 3 clusters
  Score: Raw -45488.349961 + Penalty 2057.738101 = -43430.611860
  nChanged 33
		SP:Iteration 2F (16661.600000 sec): 3 clusters
  Score: Raw -45530.483927 + Penalty 2057.738101 = -43472.745826
  nChanged 12
		SP:Iteration 3Q (16661.810000 sec): 3 clusters
  Score: Raw -45544.874137 + Penalty 2057.738101 = -43487.136036
  nChanged 10
		SP:Iteration 4Q (16661.990000 sec): 3 clusters
  Score: Raw -45556.126512 + Penalty 2057.738101 = -43498.388411
  nChanged 11
		SP:Iteration 5Q (16662.190000 sec): 3 clusters
  Score: Raw -45572.114610 + Penalty 2057.738101 = -43514.376509
  nChanged 12
		SP:Iteration 6Q (16662.390000 sec): 3 clusters
  Score: Raw -45584.415300 + Penalty 2057.738101 = -43526.677199
  nChanged 5
		SP:Iteration 7Q (16662.520000 sec): 3 clusters
  Score: Raw -45595.634587 + Penalty 2057.738101 = -43537.896485
  nChanged 6
		SP:Iteration 8Q (16662.670000 sec): 3 clusters
  Score: Raw -45605.435458 + Penalty 2057.738101 = -43547.697356
  nChanged 2
		SP:Iteration 9Q (16662.830000 sec): 3 clusters
  Score: Raw -45605.972390 + Penalty 2057.738101 = -43548.234289
  nChanged 1
		SP:Iteration 10Q (16663.010000 sec): 3 clusters
  Score: Raw -45606.815698 + Penalty 2057.738101 = -43549.077596
  nChanged 2
		SP:Iteration 11Q (16663.160000 sec): 3 clusters
  Score: Raw -45608.824803 + Penalty 2057.738101 = -43551.086701
  nChanged 2
		SP:Iteration 12Q (16663.350000 sec): 3 clusters
  Score: Raw -45611.181255 + Penalty 2057.738101 = -43553.443153
  nChanged 2
		SP:Iteration 13Q (16663.530000 sec): 3 clusters
  Score: Raw -45612.449186 + Penalty 2057.738101 = -43554.711085
  nChanged 4
		SP:Iteration 14Q (16663.660000 sec): 3 clusters
  Score: Raw -45618.410738 + Penalty 2057.738101 = -43560.672637
  nChanged 3
		SP:Iteration 15Q (16663.820000 sec): 3 clusters
  Score: Raw -45620.924220 + Penalty 2057.738101 = -43563.186119
  nChanged 3
		SP:Iteration 16Q (16663.980000 sec): 3 clusters
  Score: Raw -45622.578372 + Penalty 2057.738101 = -43564.840271
  nChanged 2
		SP:Iteration 17Q (16664.120000 sec): 3 clusters
  Score: Raw -45624.230546 + Penalty 2057.738101 = -43566.492445
  nChanged 3
		SP:Iteration 18Q (16664.310000 sec): 3 clusters
  Score: Raw -45626.138166 + Penalty 2057.738101 = -43568.400065
  nChanged 1
		SP:Iteration 19Q (16664.470000 sec): 3 clusters
  Score: Raw -45626.780736 + Penalty 2057.738101 = -43569.042635
  nChanged 0
		SP:Iteration 20F (16664.670000 sec): 3 clusters
  Score: Raw -45626.780736 + Penalty 2057.738101 = -43569.042635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16664.770000 sec): 2 clusters
  Score: Raw -747908.633227 + Penalty 1472.435911 = -746436.197316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16664.980000 sec): 3 clusters
  Score: Raw -743140.131495 + Penalty 2944.871821 = -740195.259674
  nChanged 3699
		SP:Iteration 1F (16665.180000 sec): 3 clusters
  Score: Raw -745211.679073 + Penalty 2944.871821 = -742266.807252
  nChanged 682
		SP:Iteration 2F (16665.360000 sec): 3 clusters
  Score: Raw -745723.401315 + Penalty 2944.871821 = -742778.529494
  nChanged 744
		SP:Iteration 3F (16665.580000 sec): 3 clusters
  Score: Raw -746364.419145 + Penalty 2944.871821 = -743419.547323
  nChanged 753
		SP:Iteration 4F (16665.820000 sec): 3 clusters
  Score: Raw -746958.514582 + Penalty 2944.871821 = -744013.642761
  nChanged 578
		SP:Iteration 5F (16666.030000 sec): 3 clusters
  Score: Raw -747327.763042 + Penalty 2944.871821 = -744382.891221
  nChanged 374
		SP:Iteration 6Q (16666.230000 sec): 3 clusters
  Score: Raw -747508.286944 + Penalty 2944.871821 = -744563.415123
  nChanged 252
		SP:Iteration 7Q (16666.410000 sec): 3 clusters
  Score: Raw -747610.926864 + Penalty 2944.871821 = -744666.055043
  nChanged 171
		SP:Iteration 8Q (16666.640000 sec): 3 clusters
  Score: Raw -747672.553455 + Penalty 2944.871821 = -744727.681634
  nChanged 128
		SP:Iteration 9Q (16666.820000 sec): 3 clusters
  Score: Raw -747711.050589 + Penalty 2944.871821 = -744766.178768
  nChanged 95
		SP:Iteration 10Q (16667.040000 sec): 3 clusters
  Score: Raw -747737.938731 + Penalty 2944.871821 = -744793.066910
  nChanged 86
		SP:Iteration 11Q (16667.280000 sec): 3 clusters
  Score: Raw -747762.376595 + Penalty 2944.871821 = -744817.504773
  nChanged 64
		SP:Iteration 12Q (16667.480000 sec): 3 clusters
  Score: Raw -747780.727893 + Penalty 2944.871821 = -744835.856071
  nChanged 53
		SP:Iteration 13Q (16667.670000 sec): 3 clusters
  Score: Raw -747791.513776 + Penalty 2944.871821 = -744846.641955
  nChanged 40
		SP:Iteration 14Q (16667.900000 sec): 3 clusters
  Score: Raw -747799.619092 + Penalty 2944.871821 = -744854.747271
  nChanged 26
		SP:Iteration 15Q (16668.090000 sec): 3 clusters
  Score: Raw -747805.708965 + Penalty 2944.871821 = -744860.837143
  nChanged 37
		SP:Iteration 16Q (16668.300000 sec): 3 clusters
  Score: Raw -747814.154427 + Penalty 2944.871821 = -744869.282606
  nChanged 30
		SP:Iteration 17Q (16668.510000 sec): 3 clusters
  Score: Raw -747819.947049 + Penalty 2944.871821 = -744875.075228
  nChanged 29
		SP:Iteration 18Q (16668.710000 sec): 3 clusters
  Score: Raw -747825.468443 + Penalty 2944.871821 = -744880.596622
  nChanged 23
		SP:Iteration 19Q (16668.930000 sec): 3 clusters
  Score: Raw -747830.043850 + Penalty 2944.871821 = -744885.172028
  nChanged 26
		SP:Iteration 20F (16669.150000 sec): 3 clusters
  Score: Raw -747836.085060 + Penalty 2944.871821 = -744891.213239
  nChanged 25
		SP:Iteration 21Q (16669.360000 sec): 3 clusters
  Score: Raw -747841.779072 + Penalty 2944.871821 = -744896.907251
  nChanged 22
		SP:Iteration 22Q (16669.580000 sec): 3 clusters
  Score: Raw -747847.059270 + Penalty 2944.871821 = -744902.187449
  nChanged 24
		SP:Iteration 23Q (16669.840000 sec): 3 clusters
  Score: Raw -747852.609492 + Penalty 2944.871821 = -744907.737671
  nChanged 24
		SP:Iteration 24Q (16670.050000 sec): 3 clusters
  Score: Raw -747857.760723 + Penalty 2944.871821 = -744912.888902
  nChanged 25
		SP:Iteration 25Q (16670.200000 sec): 3 clusters
  Score: Raw -747863.283504 + Penalty 2944.871821 = -744918.411683
  nChanged 29
		SP:Iteration 26Q (16670.420000 sec): 3 clusters
  Score: Raw -747871.171007 + Penalty 2944.871821 = -744926.299186
  nChanged 31
		SP:Iteration 27Q (16670.650000 sec): 3 clusters
  Score: Raw -747878.768374 + Penalty 2944.871821 = -744933.896552
  nChanged 36
		SP:Iteration 28Q (16670.870000 sec): 3 clusters
  Score: Raw -747889.061849 + Penalty 2944.871821 = -744944.190027
  nChanged 30
		SP:Iteration 29Q (16671.080000 sec): 3 clusters
  Score: Raw -747896.886545 + Penalty 2944.871821 = -744952.014724
  nChanged 29
		SP:Iteration 30Q (16671.240000 sec): 3 clusters
  Score: Raw -747904.416628 + Penalty 2944.871821 = -744959.544807
  nChanged 31
		SP:Iteration 31Q (16671.440000 sec): 3 clusters
  Score: Raw -747912.295151 + Penalty 2944.871821 = -744967.423330
  nChanged 22
		SP:Iteration 32Q (16671.600000 sec): 3 clusters
  Score: Raw -747918.277332 + Penalty 2944.871821 = -744973.405511
  nChanged 26
		SP:Iteration 33Q (16671.810000 sec): 3 clusters
  Score: Raw -747925.285764 + Penalty 2944.871821 = -744980.413943
  nChanged 28
		SP:Iteration 34Q (16672.040000 sec): 3 clusters
  Score: Raw -747934.799040 + Penalty 2944.871821 = -744989.927219
  nChanged 33
		SP:Iteration 35Q (16672.230000 sec): 3 clusters
  Score: Raw -747947.834795 + Penalty 2944.871821 = -745002.962974
  nChanged 43
		SP:Iteration 36Q (16672.420000 sec): 3 clusters
  Score: Raw -747968.828205 + Penalty 2944.871821 = -745023.956384
  nChanged 48
		SP:Iteration 37Q (16672.580000 sec): 3 clusters
  Score: Raw -747992.698161 + Penalty 2944.871821 = -745047.826340
  nChanged 46
		SP:Iteration 38Q (16672.790000 sec): 3 clusters
  Score: Raw -748015.503797 + Penalty 2944.871821 = -745070.631976
  nChanged 47
		SP:Iteration 39Q (16672.980000 sec): 3 clusters
  Score: Raw -748036.429027 + Penalty 2944.871821 = -745091.557206
  nChanged 44
		SP:Iteration 40F (16673.170000 sec): 3 clusters
  Score: Raw -748054.030393 + Penalty 2944.871821 = -745109.158572
  nChanged 40
		SP:Iteration 41Q (16673.410000 sec): 3 clusters
  Score: Raw -748068.901118 + Penalty 2944.871821 = -745124.029297
  nChanged 36
		SP:Iteration 42Q (16673.570000 sec): 3 clusters
  Score: Raw -748080.820617 + Penalty 2944.871821 = -745135.948796
  nChanged 21
		SP:Iteration 43Q (16673.730000 sec): 3 clusters
  Score: Raw -748086.279613 + Penalty 2944.871821 = -745141.407791
  nChanged 15
		SP:Iteration 44Q (16674.000000 sec): 3 clusters
  Score: Raw -748091.620258 + Penalty 2944.871821 = -745146.748437
  nChanged 16
		SP:Iteration 45Q (16674.180000 sec): 3 clusters
  Score: Raw -748098.297869 + Penalty 2944.871821 = -745153.426048
  nChanged 16
		SP:Iteration 46Q (16674.400000 sec): 3 clusters
  Score: Raw -748106.127512 + Penalty 2944.871821 = -745161.255690
  nChanged 23
		SP:Iteration 47Q (16674.580000 sec): 3 clusters
  Score: Raw -748115.266924 + Penalty 2944.871821 = -745170.395103
  nChanged 20
		SP:Iteration 48Q (16674.740000 sec): 3 clusters
  Score: Raw -748122.784354 + Penalty 2944.871821 = -745177.912533
  nChanged 17
		SP:Iteration 49Q (16674.910000 sec): 3 clusters
  Score: Raw -748130.402631 + Penalty 2944.871821 = -745185.530810
  nChanged 19
		SP:Iteration 50Q (16675.110000 sec): 3 clusters
  Score: Raw -748142.631365 + Penalty 2944.871821 = -745197.759544
  nChanged 28
		SP:Iteration 51Q (16675.310000 sec): 3 clusters
  Score: Raw -748155.798869 + Penalty 2944.871821 = -745210.927047
  nChanged 26
		SP:Iteration 52Q (16675.490000 sec): 3 clusters
  Score: Raw -748168.091237 + Penalty 2944.871821 = -745223.219416
  nChanged 28
		SP:Iteration 53Q (16675.710000 sec): 3 clusters
  Score: Raw -748179.489586 + Penalty 2944.871821 = -745234.617765
  nChanged 19
		SP:Iteration 54Q (16675.860000 sec): 3 clusters
  Score: Raw -748187.639366 + Penalty 2944.871821 = -745242.767545
  nChanged 18
		SP:Iteration 55Q (16676.030000 sec): 3 clusters
  Score: Raw -748193.609312 + Penalty 2944.871821 = -745248.737491
  nChanged 16
		SP:Iteration 56Q (16676.220000 sec): 3 clusters
  Score: Raw -748199.653569 + Penalty 2944.871821 = -745254.781748
  nChanged 9
		SP:Iteration 57Q (16676.410000 sec): 3 clusters
  Score: Raw -748203.075451 + Penalty 2944.871821 = -745258.203630
  nChanged 9
		SP:Iteration 58Q (16676.640000 sec): 3 clusters
  Score: Raw -748207.864562 + Penalty 2944.871821 = -745262.992741
  nChanged 13
		SP:Iteration 59Q (16676.840000 sec): 3 clusters
  Score: Raw -748214.174027 + Penalty 2944.871821 = -745269.302206
  nChanged 15
		SP:Iteration 60F (16677.060000 sec): 3 clusters
  Score: Raw -748220.662759 + Penalty 2944.871821 = -745275.790937
  nChanged 11
		SP:Iteration 61Q (16677.230000 sec): 3 clusters
  Score: Raw -748225.048799 + Penalty 2944.871821 = -745280.176977
  nChanged 7
		SP:Iteration 62Q (16677.430000 sec): 3 clusters
  Score: Raw -748227.431831 + Penalty 2944.871821 = -745282.560009
  nChanged 7
		SP:Iteration 63Q (16677.580000 sec): 3 clusters
  Score: Raw -748230.711977 + Penalty 2944.871821 = -745285.840155
  nChanged 2
		SP:Iteration 64Q (16677.830000 sec): 3 clusters
  Score: Raw -748231.649942 + Penalty 2944.871821 = -745286.778121
  nChanged 4
		SP:Iteration 65Q (16678.010000 sec): 3 clusters
  Score: Raw -748232.937924 + Penalty 2944.871821 = -745288.066103
  nChanged 7
		SP:Iteration 66Q (16678.190000 sec): 3 clusters
  Score: Raw -748235.306077 + Penalty 2944.871821 = -745290.434256
  nChanged 0
		SP:Iteration 67F (16678.400000 sec): 3 clusters
  Score: Raw -748235.306077 + Penalty 2944.871821 = -745290.434256
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16678.520000 sec): 2 clusters
  Score: Raw -396825.303255 + Penalty 1385.370960 = -395439.932295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16678.670000 sec): 3 clusters
  Score: Raw -394241.827412 + Penalty 2770.741920 = -391471.085492
  nChanged 2047
		SP:Iteration 1F (16678.840000 sec): 3 clusters
  Score: Raw -395337.167089 + Penalty 2770.741920 = -392566.425169
  nChanged 389
		SP:Iteration 2F (16679.040000 sec): 3 clusters
  Score: Raw -395581.903058 + Penalty 2770.741920 = -392811.161138
  nChanged 355
		SP:Iteration 3F (16679.260000 sec): 3 clusters
  Score: Raw -395822.045694 + Penalty 2770.741920 = -393051.303774
  nChanged 307
		SP:Iteration 4F (16679.440000 sec): 3 clusters
  Score: Raw -396016.302548 + Penalty 2770.741920 = -393245.560628
  nChanged 244
		SP:Iteration 5Q (16679.640000 sec): 3 clusters
  Score: Raw -396161.221352 + Penalty 2770.741920 = -393390.479432
  nChanged 226
		SP:Iteration 6Q (16679.800000 sec): 3 clusters
  Score: Raw -396308.138779 + Penalty 2770.741920 = -393537.396859
  nChanged 204
		SP:Iteration 7Q (16679.970000 sec): 3 clusters
  Score: Raw -396424.495181 + Penalty 2770.741920 = -393653.753261
  nChanged 170
		SP:Iteration 8Q (16680.120000 sec): 3 clusters
  Score: Raw -396531.749377 + Penalty 2770.741920 = -393761.007457
  nChanged 147
		SP:Iteration 9Q (16680.300000 sec): 3 clusters
  Score: Raw -396608.555895 + Penalty 2770.741920 = -393837.813975
  nChanged 135
		SP:Iteration 10Q (16680.500000 sec): 3 clusters
  Score: Raw -396673.166953 + Penalty 2770.741920 = -393902.425033
  nChanged 105
		SP:Iteration 11Q (16680.670000 sec): 3 clusters
  Score: Raw -396726.177370 + Penalty 2770.741920 = -393955.435450
  nChanged 76
		SP:Iteration 12Q (16680.870000 sec): 3 clusters
  Score: Raw -396761.845984 + Penalty 2770.741920 = -393991.104064
  nChanged 76
		SP:Iteration 13Q (16681.070000 sec): 3 clusters
  Score: Raw -396796.245155 + Penalty 2770.741920 = -394025.503235
  nChanged 50
		SP:Iteration 14Q (16681.260000 sec): 3 clusters
  Score: Raw -396817.383839 + Penalty 2770.741920 = -394046.641919
  nChanged 53
		SP:Iteration 15Q (16681.440000 sec): 3 clusters
  Score: Raw -396838.203994 + Penalty 2770.741920 = -394067.462074
  nChanged 39
		SP:Iteration 16Q (16681.620000 sec): 3 clusters
  Score: Raw -396855.856945 + Penalty 2770.741920 = -394085.115025
  nChanged 37
		SP:Iteration 17Q (16681.820000 sec): 3 clusters
  Score: Raw -396870.178425 + Penalty 2770.741920 = -394099.436504
  nChanged 37
		SP:Iteration 18Q (16682.000000 sec): 3 clusters
  Score: Raw -396885.567939 + Penalty 2770.741920 = -394114.826018
  nChanged 30
		SP:Iteration 19Q (16682.150000 sec): 3 clusters
  Score: Raw -396896.719545 + Penalty 2770.741920 = -394125.977625
  nChanged 30
		SP:Iteration 20F (16682.320000 sec): 3 clusters
  Score: Raw -396908.752386 + Penalty 2770.741920 = -394138.010466
  nChanged 20
		SP:Iteration 21Q (16682.560000 sec): 3 clusters
  Score: Raw -396919.480275 + Penalty 2770.741920 = -394148.738355
  nChanged 26
		SP:Iteration 22Q (16682.760000 sec): 3 clusters
  Score: Raw -396929.966498 + Penalty 2770.741920 = -394159.224578
  nChanged 22
		SP:Iteration 23Q (16682.940000 sec): 3 clusters
  Score: Raw -396937.906859 + Penalty 2770.741920 = -394167.164939
  nChanged 13
		SP:Iteration 24Q (16683.090000 sec): 3 clusters
  Score: Raw -396943.329811 + Penalty 2770.741920 = -394172.587891
  nChanged 16
		SP:Iteration 25Q (16683.260000 sec): 3 clusters
  Score: Raw -396949.126916 + Penalty 2770.741920 = -394178.384996
  nChanged 18
		SP:Iteration 26Q (16683.440000 sec): 3 clusters
  Score: Raw -396953.991503 + Penalty 2770.741920 = -394183.249583
  nChanged 16
		SP:Iteration 27Q (16683.620000 sec): 3 clusters
  Score: Raw -396959.880074 + Penalty 2770.741920 = -394189.138154
  nChanged 20
		SP:Iteration 28Q (16683.780000 sec): 3 clusters
  Score: Raw -396967.926779 + Penalty 2770.741920 = -394197.184859
  nChanged 10
		SP:Iteration 29Q (16683.990000 sec): 3 clusters
  Score: Raw -396971.680368 + Penalty 2770.741920 = -394200.938448
  nChanged 12
		SP:Iteration 30Q (16684.200000 sec): 3 clusters
  Score: Raw -396976.047826 + Penalty 2770.741920 = -394205.305906
  nChanged 13
		SP:Iteration 31Q (16684.370000 sec): 3 clusters
  Score: Raw -396981.394430 + Penalty 2770.741920 = -394210.652510
  nChanged 13
		SP:Iteration 32Q (16684.560000 sec): 3 clusters
  Score: Raw -396986.248858 + Penalty 2770.741920 = -394215.506938
  nChanged 5
		SP:Iteration 33Q (16684.740000 sec): 3 clusters
  Score: Raw -396988.470010 + Penalty 2770.741920 = -394217.728090
  nChanged 5
		SP:Iteration 34Q (16684.930000 sec): 3 clusters
  Score: Raw -396991.008144 + Penalty 2770.741920 = -394220.266224
  nChanged 7
		SP:Iteration 35Q (16685.160000 sec): 3 clusters
  Score: Raw -396993.182844 + Penalty 2770.741920 = -394222.440924
  nChanged 4
		SP:Iteration 36Q (16685.380000 sec): 3 clusters
  Score: Raw -396994.312332 + Penalty 2770.741920 = -394223.570412
  nChanged 2
		SP:Iteration 37Q (16685.510000 sec): 3 clusters
  Score: Raw -396994.761373 + Penalty 2770.741920 = -394224.019453
  nChanged 2
		SP:Iteration 38Q (16685.700000 sec): 3 clusters
  Score: Raw -396995.332516 + Penalty 2770.741920 = -394224.590596
  nChanged 3
		SP:Iteration 39Q (16685.930000 sec): 3 clusters
  Score: Raw -396996.440029 + Penalty 2770.741920 = -394225.698109
  nChanged 4
		SP:Iteration 40F (16686.070000 sec): 3 clusters
  Score: Raw -396997.781983 + Penalty 2770.741920 = -394227.040063
  nChanged 4
		SP:Iteration 41Q (16686.260000 sec): 3 clusters
  Score: Raw -396999.357796 + Penalty 2770.741920 = -394228.615876
  nChanged 4
		SP:Iteration 42Q (16686.460000 sec): 3 clusters
  Score: Raw -397000.571614 + Penalty 2770.741920 = -394229.829694
  nChanged 2
		SP:Iteration 43Q (16686.700000 sec): 3 clusters
  Score: Raw -397000.927573 + Penalty 2770.741920 = -394230.185653
  nChanged 1
		SP:Iteration 44Q (16686.900000 sec): 3 clusters
  Score: Raw -397001.491152 + Penalty 2770.741920 = -394230.749231
  nChanged 2
		SP:Iteration 45Q (16687.060000 sec): 3 clusters
  Score: Raw -397002.353419 + Penalty 2770.741920 = -394231.611499
  nChanged 3
		SP:Iteration 46Q (16687.280000 sec): 3 clusters
  Score: Raw -397003.521601 + Penalty 2770.741920 = -394232.779681
  nChanged 3
		SP:Iteration 47Q (16687.460000 sec): 3 clusters
  Score: Raw -397004.470294 + Penalty 2770.741920 = -394233.728374
  nChanged 2
		SP:Iteration 48Q (16687.610000 sec): 3 clusters
  Score: Raw -397005.119434 + Penalty 2770.741920 = -394234.377514
  nChanged 3
		SP:Iteration 49Q (16687.800000 sec): 3 clusters
  Score: Raw -397005.761599 + Penalty 2770.741920 = -394235.019679
  nChanged 1
		SP:Iteration 50Q (16687.990000 sec): 3 clusters
  Score: Raw -397006.120271 + Penalty 2770.741920 = -394235.378351
  nChanged 2
		SP:Iteration 51Q (16688.160000 sec): 3 clusters
  Score: Raw -397006.549939 + Penalty 2770.741920 = -394235.808019
  nChanged 0
		SP:Iteration 52F (16688.350000 sec): 3 clusters
  Score: Raw -397006.549939 + Penalty 2770.741920 = -394235.808019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16688.470000 sec): 2 clusters
  Score: Raw -276068.650606 + Penalty 1331.382605 = -274737.268001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16688.650000 sec): 3 clusters
  Score: Raw -274272.366874 + Penalty 2662.765209 = -271609.601664
  nChanged 1414
		SP:Iteration 1F (16688.850000 sec): 3 clusters
  Score: Raw -275176.736435 + Penalty 2662.765209 = -272513.971225
  nChanged 310
		SP:Iteration 2F (16689.020000 sec): 3 clusters
  Score: Raw -275411.041804 + Penalty 2662.765209 = -272748.276595
  nChanged 226
		SP:Iteration 3F (16689.220000 sec): 3 clusters
  Score: Raw -275570.990453 + Penalty 2662.765209 = -272908.225244
  nChanged 194
		SP:Iteration 4F (16689.390000 sec): 3 clusters
  Score: Raw -275722.595712 + Penalty 2662.765209 = -273059.830503
  nChanged 182
		SP:Iteration 5F (16689.580000 sec): 3 clusters
  Score: Raw -275849.409193 + Penalty 2662.765209 = -273186.643983
  nChanged 144
		SP:Iteration 6Q (16689.750000 sec): 3 clusters
  Score: Raw -275948.714226 + Penalty 2662.765209 = -273285.949017
  nChanged 129
		SP:Iteration 7Q (16689.950000 sec): 3 clusters
  Score: Raw -276037.554782 + Penalty 2662.765209 = -273374.789572
  nChanged 118
		SP:Iteration 8Q (16690.120000 sec): 3 clusters
  Score: Raw -276129.136925 + Penalty 2662.765209 = -273466.371715
  nChanged 112
		SP:Iteration 9Q (16690.320000 sec): 3 clusters
  Score: Raw -276217.993071 + Penalty 2662.765209 = -273555.227861
  nChanged 85
		SP:Iteration 10Q (16690.510000 sec): 3 clusters
  Score: Raw -276280.129263 + Penalty 2662.765209 = -273617.364053
  nChanged 63
		SP:Iteration 11Q (16690.730000 sec): 3 clusters
  Score: Raw -276325.479352 + Penalty 2662.765209 = -273662.714143
  nChanged 60
		SP:Iteration 12Q (16690.850000 sec): 3 clusters
  Score: Raw -276363.963879 + Penalty 2662.765209 = -273701.198670
  nChanged 51
		SP:Iteration 13Q (16691.020000 sec): 3 clusters
  Score: Raw -276404.485952 + Penalty 2662.765209 = -273741.720742
  nChanged 40
		SP:Iteration 14Q (16691.180000 sec): 3 clusters
  Score: Raw -276434.472004 + Penalty 2662.765209 = -273771.706794
  nChanged 41
		SP:Iteration 15Q (16691.330000 sec): 3 clusters
  Score: Raw -276467.708602 + Penalty 2662.765209 = -273804.943392
  nChanged 36
		SP:Iteration 16Q (16691.560000 sec): 3 clusters
  Score: Raw -276488.687577 + Penalty 2662.765209 = -273825.922368
  nChanged 23
		SP:Iteration 17Q (16691.710000 sec): 3 clusters
  Score: Raw -276507.783111 + Penalty 2662.765209 = -273845.017901
  nChanged 21
		SP:Iteration 18Q (16691.900000 sec): 3 clusters
  Score: Raw -276522.146025 + Penalty 2662.765209 = -273859.380816
  nChanged 17
		SP:Iteration 19Q (16692.070000 sec): 3 clusters
  Score: Raw -276533.934729 + Penalty 2662.765209 = -273871.169519
  nChanged 14
		SP:Iteration 20F (16692.270000 sec): 3 clusters
  Score: Raw -276541.228186 + Penalty 2662.765209 = -273878.462977
  nChanged 15
		SP:Iteration 21Q (16692.440000 sec): 3 clusters
  Score: Raw -276549.424235 + Penalty 2662.765209 = -273886.659025
  nChanged 13
		SP:Iteration 22Q (16692.640000 sec): 3 clusters
  Score: Raw -276558.109473 + Penalty 2662.765209 = -273895.344263
  nChanged 12
		SP:Iteration 23Q (16692.800000 sec): 3 clusters
  Score: Raw -276563.901321 + Penalty 2662.765209 = -273901.136112
  nChanged 8
		SP:Iteration 24Q (16692.980000 sec): 3 clusters
  Score: Raw -276569.339115 + Penalty 2662.765209 = -273906.573905
  nChanged 12
		SP:Iteration 25Q (16693.150000 sec): 3 clusters
  Score: Raw -276575.480807 + Penalty 2662.765209 = -273912.715598
  nChanged 7
		SP:Iteration 26Q (16693.330000 sec): 3 clusters
  Score: Raw -276579.103542 + Penalty 2662.765209 = -273916.338332
  nChanged 4
		SP:Iteration 27Q (16693.510000 sec): 3 clusters
  Score: Raw -276580.858225 + Penalty 2662.765209 = -273918.093016
  nChanged 5
		SP:Iteration 28Q (16693.650000 sec): 3 clusters
  Score: Raw -276583.163164 + Penalty 2662.765209 = -273920.397954
  nChanged 5
		SP:Iteration 29Q (16693.860000 sec): 3 clusters
  Score: Raw -276585.721586 + Penalty 2662.765209 = -273922.956377
  nChanged 2
		SP:Iteration 30Q (16694.040000 sec): 3 clusters
  Score: Raw -276586.376612 + Penalty 2662.765209 = -273923.611402
  nChanged 1
		SP:Iteration 31Q (16694.220000 sec): 3 clusters
  Score: Raw -276587.140741 + Penalty 2662.765209 = -273924.375532
  nChanged 2
		SP:Iteration 32Q (16694.380000 sec): 3 clusters
  Score: Raw -276588.374461 + Penalty 2662.765209 = -273925.609251
  nChanged 2
		SP:Iteration 33Q (16694.610000 sec): 3 clusters
  Score: Raw -276589.934268 + Penalty 2662.765209 = -273927.169059
  nChanged 4
		SP:Iteration 34Q (16694.760000 sec): 3 clusters
  Score: Raw -276591.248236 + Penalty 2662.765209 = -273928.483027
  nChanged 5
		SP:Iteration 35Q (16694.960000 sec): 3 clusters
  Score: Raw -276592.836275 + Penalty 2662.765209 = -273930.071065
  nChanged 4
		SP:Iteration 36Q (16695.140000 sec): 3 clusters
  Score: Raw -276595.019351 + Penalty 2662.765209 = -273932.254142
  nChanged 5
		SP:Iteration 37Q (16695.300000 sec): 3 clusters
  Score: Raw -276598.354970 + Penalty 2662.765209 = -273935.589761
  nChanged 4
		SP:Iteration 38Q (16695.520000 sec): 3 clusters
  Score: Raw -276600.011833 + Penalty 2662.765209 = -273937.246624
  nChanged 1
		SP:Iteration 39Q (16695.670000 sec): 3 clusters
  Score: Raw -276600.856833 + Penalty 2662.765209 = -273938.091624
  nChanged 2
		SP:Iteration 40F (16695.860000 sec): 3 clusters
  Score: Raw -276601.724122 + Penalty 2662.765209 = -273938.958912
  nChanged 2
		SP:Iteration 41Q (16695.980000 sec): 3 clusters
  Score: Raw -276602.727994 + Penalty 2662.765209 = -273939.962785
  nChanged 2
		SP:Iteration 42Q (16696.110000 sec): 3 clusters
  Score: Raw -276603.341381 + Penalty 2662.765209 = -273940.576172
  nChanged 0
		SP:Iteration 43F (16696.260000 sec): 3 clusters
  Score: Raw -276603.341381 + Penalty 2662.765209 = -273940.576172
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (9154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16696.380000 sec): 2 clusters
  Score: Raw -779963.764577 + Penalty 1482.316261 = -778481.448316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16696.640000 sec): 3 clusters
  Score: Raw -774807.840439 + Penalty 2964.632522 = -771843.207917
  nChanged 3936
		SP:Iteration 1F (16696.790000 sec): 3 clusters
  Score: Raw -776857.934477 + Penalty 2964.632522 = -773893.301955
  nChanged 612
		SP:Iteration 2F (16697.030000 sec): 3 clusters
  Score: Raw -777150.820113 + Penalty 2964.632522 = -774186.187591
  nChanged 516
		SP:Iteration 3F (16697.250000 sec): 3 clusters
  Score: Raw -777397.810275 + Penalty 2964.632522 = -774433.177753
  nChanged 491
		SP:Iteration 4F (16697.490000 sec): 3 clusters
  Score: Raw -777660.635882 + Penalty 2964.632522 = -774696.003360
  nChanged 467
		SP:Iteration 5F (16697.730000 sec): 3 clusters
  Score: Raw -777923.997156 + Penalty 2964.632522 = -774959.364634
  nChanged 468
		SP:Iteration 6F (16697.870000 sec): 3 clusters
  Score: Raw -778201.644804 + Penalty 2964.632522 = -775237.012282
  nChanged 453
		SP:Iteration 7Q (16698.090000 sec): 3 clusters
  Score: Raw -778496.648399 + Penalty 2964.632522 = -775532.015877
  nChanged 452
		SP:Iteration 8Q (16698.320000 sec): 3 clusters
  Score: Raw -778829.196946 + Penalty 2964.632522 = -775864.564424
  nChanged 391
		SP:Iteration 9Q (16698.500000 sec): 3 clusters
  Score: Raw -779141.246013 + Penalty 2964.632522 = -776176.613491
  nChanged 345
		SP:Iteration 10Q (16698.710000 sec): 3 clusters
  Score: Raw -779435.459164 + Penalty 2964.632522 = -776470.826643
  nChanged 244
		SP:Iteration 11Q (16698.900000 sec): 3 clusters
  Score: Raw -779635.516590 + Penalty 2964.632522 = -776670.884068
  nChanged 174
		SP:Iteration 12Q (16699.100000 sec): 3 clusters
  Score: Raw -779783.070572 + Penalty 2964.632522 = -776818.438050
  nChanged 131
		SP:Iteration 13Q (16699.340000 sec): 3 clusters
  Score: Raw -779900.597921 + Penalty 2964.632522 = -776935.965399
  nChanged 83
		SP:Iteration 14Q (16699.530000 sec): 3 clusters
  Score: Raw -779978.390076 + Penalty 2964.632522 = -777013.757554
  nChanged 60
		SP:Iteration 15Q (16699.710000 sec): 3 clusters
  Score: Raw -780035.319893 + Penalty 2964.632522 = -777070.687371
  nChanged 33
		SP:Iteration 16Q (16699.870000 sec): 3 clusters
  Score: Raw -780072.896317 + Penalty 2964.632522 = -777108.263795
  nChanged 20
		SP:Iteration 17Q (16700.090000 sec): 3 clusters
  Score: Raw -780101.707038 + Penalty 2964.632522 = -777137.074516
  nChanged 15
		SP:Iteration 18Q (16700.280000 sec): 3 clusters
  Score: Raw -780119.103931 + Penalty 2964.632522 = -777154.471409
  nChanged 8
		SP:Iteration 19Q (16700.480000 sec): 3 clusters
  Score: Raw -780130.468420 + Penalty 2964.632522 = -777165.835898
  nChanged 9
		SP:Iteration 20F (16700.670000 sec): 3 clusters
  Score: Raw -780140.388469 + Penalty 2964.632522 = -777175.755947
  nChanged 4
		SP:Iteration 21Q (16700.870000 sec): 3 clusters
  Score: Raw -780144.189457 + Penalty 2964.632522 = -777179.556935
  nChanged 2
		SP:Iteration 22Q (16701.070000 sec): 3 clusters
  Score: Raw -780145.985542 + Penalty 2964.632522 = -777181.353020
  nChanged 1
		SP:Iteration 23Q (16701.290000 sec): 3 clusters
  Score: Raw -780146.553865 + Penalty 2964.632522 = -777181.921343
  nChanged 1
		SP:Iteration 24Q (16701.540000 sec): 3 clusters
  Score: Raw -780147.290685 + Penalty 2964.632522 = -777182.658163
  nChanged 1
		SP:Iteration 25Q (16701.710000 sec): 3 clusters
  Score: Raw -780147.924834 + Penalty 2964.632522 = -777183.292312
  nChanged 0
		SP:Iteration 26F (16701.910000 sec): 3 clusters
  Score: Raw -780147.924834 + Penalty 2964.632522 = -777183.292312
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16702.050000 sec): 2 clusters
  Score: Raw -60229.837332 + Penalty 1100.811382 = -59129.025951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16702.200000 sec): 3 clusters
  Score: Raw -59986.741261 + Penalty 2201.622763 = -57785.118498
  nChanged 262
		SP:Iteration 1F (16702.340000 sec): 3 clusters
  Score: Raw -60315.597667 + Penalty 2201.622763 = -58113.974903
  nChanged 75
		SP:Iteration 2F (16702.520000 sec): 3 clusters
  Score: Raw -60425.359002 + Penalty 2201.622763 = -58223.736238
  nChanged 48
		SP:Iteration 3F (16702.700000 sec): 3 clusters
  Score: Raw -60503.060427 + Penalty 2201.622763 = -58301.437664
  nChanged 25
		SP:Iteration 4Q (16702.880000 sec): 3 clusters
  Score: Raw -60533.816246 + Penalty 2201.622763 = -58332.193483
  nChanged 21
		SP:Iteration 5Q (16703.070000 sec): 3 clusters
  Score: Raw -60562.777167 + Penalty 2201.622763 = -58361.154404
  nChanged 14
		SP:Iteration 6Q (16703.260000 sec): 3 clusters
  Score: Raw -60584.714743 + Penalty 2201.622763 = -58383.091980
  nChanged 11
		SP:Iteration 7Q (16703.390000 sec): 3 clusters
  Score: Raw -60602.763396 + Penalty 2201.622763 = -58401.140633
  nChanged 16
		SP:Iteration 8Q (16703.600000 sec): 3 clusters
  Score: Raw -60622.450902 + Penalty 2201.622763 = -58420.828139
  nChanged 13
		SP:Iteration 9Q (16703.770000 sec): 3 clusters
  Score: Raw -60638.796417 + Penalty 2201.622763 = -58437.173654
  nChanged 14
		SP:Iteration 10Q (16703.930000 sec): 3 clusters
  Score: Raw -60665.855520 + Penalty 2201.622763 = -58464.232757
  nChanged 12
		SP:Iteration 11Q (16704.150000 sec): 3 clusters
  Score: Raw -60678.961948 + Penalty 2201.622763 = -58477.339185
  nChanged 5
		SP:Iteration 12Q (16704.330000 sec): 3 clusters
  Score: Raw -60684.995635 + Penalty 2201.622763 = -58483.372872
  nChanged 7
		SP:Iteration 13Q (16704.460000 sec): 3 clusters
  Score: Raw -60699.064342 + Penalty 2201.622763 = -58497.441579
  nChanged 5
		SP:Iteration 14Q (16704.660000 sec): 3 clusters
  Score: Raw -60704.996515 + Penalty 2201.622763 = -58503.373752
  nChanged 4
		SP:Iteration 15Q (16704.820000 sec): 3 clusters
  Score: Raw -60709.712274 + Penalty 2201.622763 = -58508.089511
  nChanged 1
		SP:Iteration 16Q (16705.040000 sec): 3 clusters
  Score: Raw -60712.609264 + Penalty 2201.622763 = -58510.986501
  nChanged 2
		SP:Iteration 17Q (16705.170000 sec): 3 clusters
  Score: Raw -60715.361084 + Penalty 2201.622763 = -58513.738321
  nChanged 2
		SP:Iteration 18Q (16705.350000 sec): 3 clusters
  Score: Raw -60720.151056 + Penalty 2201.622763 = -58518.528293
  nChanged 5
		SP:Iteration 19Q (16705.530000 sec): 3 clusters
  Score: Raw -60725.632484 + Penalty 2201.622763 = -58524.009721
  nChanged 4
		SP:Iteration 20F (16705.680000 sec): 3 clusters
  Score: Raw -60729.900360 + Penalty 2201.622763 = -58528.277597
  nChanged 2
		SP:Iteration 21Q (16705.870000 sec): 3 clusters
  Score: Raw -60732.441850 + Penalty 2201.622763 = -58530.819087
  nChanged 1
		SP:Iteration 22Q (16705.980000 sec): 3 clusters
  Score: Raw -60733.760193 + Penalty 2201.622763 = -58532.137430
  nChanged 1
		SP:Iteration 23Q (16706.080000 sec): 3 clusters
  Score: Raw -60734.950540 + Penalty 2201.622763 = -58533.327777
  nChanged 1
		SP:Iteration 24Q (16706.190000 sec): 3 clusters
  Score: Raw -60736.368489 + Penalty 2201.622763 = -58534.745726
  nChanged 0
		SP:Iteration 25F (16706.440000 sec): 3 clusters
  Score: Raw -60736.368489 + Penalty 2201.622763 = -58534.745726
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16706.500000 sec): 2 clusters
  Score: Raw -344295.898477 + Penalty 1370.388369 = -342925.510108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16706.700000 sec): 3 clusters
  Score: Raw -341940.188316 + Penalty 2740.776739 = -339199.411578
  nChanged 1849
		SP:Iteration 1F (16706.920000 sec): 3 clusters
  Score: Raw -343043.807841 + Penalty 2740.776739 = -340303.031103
  nChanged 365
		SP:Iteration 2F (16707.100000 sec): 3 clusters
  Score: Raw -343311.000793 + Penalty 2740.776739 = -340570.224054
  nChanged 306
		SP:Iteration 3F (16707.250000 sec): 3 clusters
  Score: Raw -343533.001146 + Penalty 2740.776739 = -340792.224407
  nChanged 244
		SP:Iteration 4F (16707.460000 sec): 3 clusters
  Score: Raw -343693.751380 + Penalty 2740.776739 = -340952.974642
  nChanged 214
		SP:Iteration 5Q (16707.610000 sec): 3 clusters
  Score: Raw -343819.890209 + Penalty 2740.776739 = -341079.113470
  nChanged 184
		SP:Iteration 6Q (16707.820000 sec): 3 clusters
  Score: Raw -343944.985211 + Penalty 2740.776739 = -341204.208472
  nChanged 171
		SP:Iteration 7Q (16707.990000 sec): 3 clusters
  Score: Raw -344058.315292 + Penalty 2740.776739 = -341317.538554
  nChanged 167
		SP:Iteration 8Q (16708.180000 sec): 3 clusters
  Score: Raw -344159.837071 + Penalty 2740.776739 = -341419.060333
  nChanged 139
		SP:Iteration 9Q (16708.360000 sec): 3 clusters
  Score: Raw -344230.267017 + Penalty 2740.776739 = -341489.490278
  nChanged 100
		SP:Iteration 10Q (16708.570000 sec): 3 clusters
  Score: Raw -344272.098912 + Penalty 2740.776739 = -341531.322174
  nChanged 77
		SP:Iteration 11Q (16708.760000 sec): 3 clusters
  Score: Raw -344302.011386 + Penalty 2740.776739 = -341561.234647
  nChanged 80
		SP:Iteration 12Q (16708.960000 sec): 3 clusters
  Score: Raw -344335.187089 + Penalty 2740.776739 = -341594.410351
  nChanged 71
		SP:Iteration 13Q (16709.170000 sec): 3 clusters
  Score: Raw -344359.988327 + Penalty 2740.776739 = -341619.211588
  nChanged 64
		SP:Iteration 14Q (16709.380000 sec): 3 clusters
  Score: Raw -344383.137195 + Penalty 2740.776739 = -341642.360456
  nChanged 59
		SP:Iteration 15Q (16709.540000 sec): 3 clusters
  Score: Raw -344401.701128 + Penalty 2740.776739 = -341660.924390
  nChanged 39
		SP:Iteration 16Q (16709.760000 sec): 3 clusters
  Score: Raw -344414.220217 + Penalty 2740.776739 = -341673.443478
  nChanged 44
		SP:Iteration 17Q (16709.940000 sec): 3 clusters
  Score: Raw -344427.875966 + Penalty 2740.776739 = -341687.099228
  nChanged 44
		SP:Iteration 18Q (16710.120000 sec): 3 clusters
  Score: Raw -344441.621224 + Penalty 2740.776739 = -341700.844485
  nChanged 39
		SP:Iteration 19Q (16710.290000 sec): 3 clusters
  Score: Raw -344453.836169 + Penalty 2740.776739 = -341713.059431
  nChanged 41
		SP:Iteration 20F (16710.430000 sec): 3 clusters
  Score: Raw -344464.704395 + Penalty 2740.776739 = -341723.927656
  nChanged 34
		SP:Iteration 21Q (16710.670000 sec): 3 clusters
  Score: Raw -344476.937139 + Penalty 2740.776739 = -341736.160400
  nChanged 37
		SP:Iteration 22Q (16710.840000 sec): 3 clusters
  Score: Raw -344490.227163 + Penalty 2740.776739 = -341749.450424
  nChanged 50
		SP:Iteration 23Q (16711.020000 sec): 3 clusters
  Score: Raw -344514.603987 + Penalty 2740.776739 = -341773.827248
  nChanged 53
		SP:Iteration 24Q (16711.210000 sec): 3 clusters
  Score: Raw -344534.549107 + Penalty 2740.776739 = -341793.772368
  nChanged 52
		SP:Iteration 25Q (16711.380000 sec): 3 clusters
  Score: Raw -344553.935755 + Penalty 2740.776739 = -341813.159016
  nChanged 51
		SP:Iteration 26Q (16711.560000 sec): 3 clusters
  Score: Raw -344571.493868 + Penalty 2740.776739 = -341830.717130
  nChanged 41
		SP:Iteration 27Q (16711.710000 sec): 3 clusters
  Score: Raw -344584.052543 + Penalty 2740.776739 = -341843.275805
  nChanged 45
		SP:Iteration 28Q (16711.910000 sec): 3 clusters
  Score: Raw -344598.732085 + Penalty 2740.776739 = -341857.955346
  nChanged 47
		SP:Iteration 29Q (16712.090000 sec): 3 clusters
  Score: Raw -344617.605877 + Penalty 2740.776739 = -341876.829138
  nChanged 50
		SP:Iteration 30Q (16712.300000 sec): 3 clusters
  Score: Raw -344634.922730 + Penalty 2740.776739 = -341894.145991
  nChanged 49
		SP:Iteration 31Q (16712.480000 sec): 3 clusters
  Score: Raw -344660.241954 + Penalty 2740.776739 = -341919.465216
  nChanged 58
		SP:Iteration 32Q (16712.720000 sec): 3 clusters
  Score: Raw -344692.377920 + Penalty 2740.776739 = -341951.601181
  nChanged 61
		SP:Iteration 33Q (16712.900000 sec): 3 clusters
  Score: Raw -344724.078653 + Penalty 2740.776739 = -341983.301914
  nChanged 56
		SP:Iteration 34Q (16713.070000 sec): 3 clusters
  Score: Raw -344751.972710 + Penalty 2740.776739 = -342011.195971
  nChanged 64
		SP:Iteration 35Q (16713.290000 sec): 3 clusters
  Score: Raw -344780.660955 + Penalty 2740.776739 = -342039.884216
  nChanged 49
		SP:Iteration 36Q (16713.450000 sec): 3 clusters
  Score: Raw -344801.611218 + Penalty 2740.776739 = -342060.834480
  nChanged 46
		SP:Iteration 37Q (16713.620000 sec): 3 clusters
  Score: Raw -344821.103178 + Penalty 2740.776739 = -342080.326440
  nChanged 44
		SP:Iteration 38Q (16713.760000 sec): 3 clusters
  Score: Raw -344840.032261 + Penalty 2740.776739 = -342099.255522
  nChanged 39
		SP:Iteration 39Q (16713.950000 sec): 3 clusters
  Score: Raw -344857.722276 + Penalty 2740.776739 = -342116.945537
  nChanged 43
		SP:Iteration 40F (16714.130000 sec): 3 clusters
  Score: Raw -344883.923894 + Penalty 2740.776739 = -342143.147156
  nChanged 50
		SP:Iteration 41Q (16714.270000 sec): 3 clusters
  Score: Raw -344906.288565 + Penalty 2740.776739 = -342165.511826
  nChanged 34
		SP:Iteration 42Q (16714.440000 sec): 3 clusters
  Score: Raw -344920.570642 + Penalty 2740.776739 = -342179.793903
  nChanged 28
		SP:Iteration 43Q (16714.620000 sec): 3 clusters
  Score: Raw -344933.292853 + Penalty 2740.776739 = -342192.516115
  nChanged 29
		SP:Iteration 44Q (16714.820000 sec): 3 clusters
  Score: Raw -344948.176099 + Penalty 2740.776739 = -342207.399361
  nChanged 29
		SP:Iteration 45Q (16715.010000 sec): 3 clusters
  Score: Raw -344959.580498 + Penalty 2740.776739 = -342218.803759
  nChanged 21
		SP:Iteration 46Q (16715.210000 sec): 3 clusters
  Score: Raw -344970.635773 + Penalty 2740.776739 = -342229.859035
  nChanged 22
		SP:Iteration 47Q (16715.410000 sec): 3 clusters
  Score: Raw -344983.479606 + Penalty 2740.776739 = -342242.702867
  nChanged 24
		SP:Iteration 48Q (16715.530000 sec): 3 clusters
  Score: Raw -344996.096894 + Penalty 2740.776739 = -342255.320156
  nChanged 26
		SP:Iteration 49Q (16715.710000 sec): 3 clusters
  Score: Raw -345010.016875 + Penalty 2740.776739 = -342269.240137
  nChanged 26
		SP:Iteration 50Q (16715.900000 sec): 3 clusters
  Score: Raw -345020.261435 + Penalty 2740.776739 = -342279.484697
  nChanged 19
		SP:Iteration 51Q (16716.030000 sec): 3 clusters
  Score: Raw -345025.372216 + Penalty 2740.776739 = -342284.595477
  nChanged 11
		SP:Iteration 52Q (16716.240000 sec): 3 clusters
  Score: Raw -345028.640220 + Penalty 2740.776739 = -342287.863482
  nChanged 11
		SP:Iteration 53Q (16716.440000 sec): 3 clusters
  Score: Raw -345031.811791 + Penalty 2740.776739 = -342291.035052
  nChanged 13
		SP:Iteration 54Q (16716.550000 sec): 3 clusters
  Score: Raw -345036.543026 + Penalty 2740.776739 = -342295.766287
  nChanged 12
		SP:Iteration 55Q (16716.720000 sec): 3 clusters
  Score: Raw -345041.177268 + Penalty 2740.776739 = -342300.400530
  nChanged 10
		SP:Iteration 56Q (16716.940000 sec): 3 clusters
  Score: Raw -345045.877027 + Penalty 2740.776739 = -342305.100288
  nChanged 6
		SP:Iteration 57Q (16717.080000 sec): 3 clusters
  Score: Raw -345047.085981 + Penalty 2740.776739 = -342306.309242
  nChanged 3
		SP:Iteration 58Q (16717.260000 sec): 3 clusters
  Score: Raw -345047.573225 + Penalty 2740.776739 = -342306.796486
  nChanged 1
		SP:Iteration 59Q (16717.460000 sec): 3 clusters
  Score: Raw -345047.660168 + Penalty 2740.776739 = -342306.883429
  nChanged 1
		SP:Iteration 60F (16717.630000 sec): 3 clusters
  Score: Raw -345047.799240 + Penalty 2740.776739 = -342307.022502
  nChanged 2
		SP:Iteration 61Q (16717.780000 sec): 3 clusters
  Score: Raw -345048.273945 + Penalty 2740.776739 = -342307.497206
  nChanged 1
		SP:Iteration 62Q (16717.980000 sec): 3 clusters
  Score: Raw -345048.369193 + Penalty 2740.776739 = -342307.592455
  nChanged 0
		SP:Iteration 63F (16718.150000 sec): 3 clusters
  Score: Raw -345048.369193 + Penalty 2740.776739 = -342307.592455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16718.230000 sec): 2 clusters
  Score: Raw -17330.156450 + Penalty 877.201439 = -16452.955011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16718.400000 sec): 3 clusters
  Score: Raw -17397.264809 + Penalty 1754.402878 = -15642.861931
  nChanged 28
		SP:Iteration 1F (16718.560000 sec): 3 clusters
  Score: Raw -17482.976843 + Penalty 1754.402878 = -15728.573965
  nChanged 4
		SP:Iteration 2Q (16718.680000 sec): 3 clusters
  Score: Raw -17498.064548 + Penalty 1754.402878 = -15743.661670
  nChanged 2
		SP:Iteration 3Q (16718.880000 sec): 3 clusters
  Score: Raw -17512.647010 + Penalty 1754.402878 = -15758.244132
  nChanged 1
		SP:Iteration 4Q (16718.970000 sec): 3 clusters
  Score: Raw -17514.980391 + Penalty 1754.402878 = -15760.577513
  nChanged 1
		SP:Iteration 5Q (16719.170000 sec): 3 clusters
  Score: Raw -17523.814037 + Penalty 1754.402878 = -15769.411159
  nChanged 1
		SP:Iteration 6Q (16719.340000 sec): 3 clusters
  Score: Raw -17527.734013 + Penalty 1754.402878 = -15773.331135
  nChanged 1
		SP:Iteration 7Q (16719.500000 sec): 3 clusters
  Score: Raw -17529.224560 + Penalty 1754.402878 = -15774.821682
  nChanged 1
		SP:Iteration 8Q (16719.670000 sec): 3 clusters
  Score: Raw -17529.891150 + Penalty 1754.402878 = -15775.488272
  nChanged 0
		SP:Iteration 9F (16719.830000 sec): 3 clusters
  Score: Raw -17529.891150 + Penalty 1754.402878 = -15775.488272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16719.960000 sec): 2 clusters
  Score: Raw -276867.378637 + Penalty 1328.663634 = -275538.715003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16720.100000 sec): 3 clusters
  Score: Raw -275146.684912 + Penalty 2657.327269 = -272489.357643
  nChanged 1377
		SP:Iteration 1F (16720.270000 sec): 3 clusters
  Score: Raw -276005.889757 + Penalty 2657.327269 = -273348.562489
  nChanged 265
		SP:Iteration 2F (16720.460000 sec): 3 clusters
  Score: Raw -276161.970529 + Penalty 2657.327269 = -273504.643261
  nChanged 174
		SP:Iteration 3Q (16720.650000 sec): 3 clusters
  Score: Raw -276261.986939 + Penalty 2657.327269 = -273604.659670
  nChanged 131
		SP:Iteration 4Q (16720.860000 sec): 3 clusters
  Score: Raw -276328.039832 + Penalty 2657.327269 = -273670.712563
  nChanged 103
		SP:Iteration 5Q (16721.000000 sec): 3 clusters
  Score: Raw -276385.633578 + Penalty 2657.327269 = -273728.306309
  nChanged 92
		SP:Iteration 6Q (16721.160000 sec): 3 clusters
  Score: Raw -276434.133434 + Penalty 2657.327269 = -273776.806165
  nChanged 82
		SP:Iteration 7Q (16721.340000 sec): 3 clusters
  Score: Raw -276482.876813 + Penalty 2657.327269 = -273825.549544
  nChanged 70
		SP:Iteration 8Q (16721.510000 sec): 3 clusters
  Score: Raw -276529.683251 + Penalty 2657.327269 = -273872.355982
  nChanged 82
		SP:Iteration 9Q (16721.700000 sec): 3 clusters
  Score: Raw -276581.379304 + Penalty 2657.327269 = -273924.052035
  nChanged 84
		SP:Iteration 10Q (16721.900000 sec): 3 clusters
  Score: Raw -276630.131954 + Penalty 2657.327269 = -273972.804685
  nChanged 75
		SP:Iteration 11Q (16722.080000 sec): 3 clusters
  Score: Raw -276678.097313 + Penalty 2657.327269 = -274020.770044
  nChanged 70
		SP:Iteration 12Q (16722.260000 sec): 3 clusters
  Score: Raw -276722.112499 + Penalty 2657.327269 = -274064.785230
  nChanged 58
		SP:Iteration 13Q (16722.380000 sec): 3 clusters
  Score: Raw -276758.631111 + Penalty 2657.327269 = -274101.303842
  nChanged 52
		SP:Iteration 14Q (16722.590000 sec): 3 clusters
  Score: Raw -276792.186444 + Penalty 2657.327269 = -274134.859175
  nChanged 51
		SP:Iteration 15Q (16722.720000 sec): 3 clusters
  Score: Raw -276828.068856 + Penalty 2657.327269 = -274170.741587
  nChanged 48
		SP:Iteration 16Q (16722.910000 sec): 3 clusters
  Score: Raw -276863.906615 + Penalty 2657.327269 = -274206.579346
  nChanged 40
		SP:Iteration 17Q (16723.070000 sec): 3 clusters
  Score: Raw -276894.312670 + Penalty 2657.327269 = -274236.985401
  nChanged 42
		SP:Iteration 18Q (16723.250000 sec): 3 clusters
  Score: Raw -276924.180420 + Penalty 2657.327269 = -274266.853151
  nChanged 43
		SP:Iteration 19Q (16723.390000 sec): 3 clusters
  Score: Raw -276975.356342 + Penalty 2657.327269 = -274318.029074
  nChanged 53
		SP:Iteration 20F (16723.630000 sec): 3 clusters
  Score: Raw -277045.960281 + Penalty 2657.327269 = -274388.633012
  nChanged 53
		SP:Iteration 21Q (16723.800000 sec): 3 clusters
  Score: Raw -277118.658418 + Penalty 2657.327269 = -274461.331150
  nChanged 55
		SP:Iteration 22Q (16723.980000 sec): 3 clusters
  Score: Raw -277210.911569 + Penalty 2657.327269 = -274553.584300
  nChanged 63
		SP:Iteration 23Q (16724.120000 sec): 3 clusters
  Score: Raw -277311.337636 + Penalty 2657.327269 = -274654.010367
  nChanged 50
		SP:Iteration 24Q (16724.280000 sec): 3 clusters
  Score: Raw -277369.656449 + Penalty 2657.327269 = -274712.329180
  nChanged 48
		SP:Iteration 25Q (16724.440000 sec): 3 clusters
  Score: Raw -277429.981159 + Penalty 2657.327269 = -274772.653891
  nChanged 37
		SP:Iteration 26Q (16724.640000 sec): 3 clusters
  Score: Raw -277465.683549 + Penalty 2657.327269 = -274808.356280
  nChanged 24
		SP:Iteration 27Q (16724.830000 sec): 3 clusters
  Score: Raw -277487.216636 + Penalty 2657.327269 = -274829.889368
  nChanged 22
		SP:Iteration 28Q (16724.980000 sec): 3 clusters
  Score: Raw -277503.309619 + Penalty 2657.327269 = -274845.982350
  nChanged 23
		SP:Iteration 29Q (16725.170000 sec): 3 clusters
  Score: Raw -277520.369264 + Penalty 2657.327269 = -274863.041996
  nChanged 17
		SP:Iteration 30Q (16725.340000 sec): 3 clusters
  Score: Raw -277536.965363 + Penalty 2657.327269 = -274879.638094
  nChanged 23
		SP:Iteration 31Q (16725.540000 sec): 3 clusters
  Score: Raw -277561.827509 + Penalty 2657.327269 = -274904.500240
  nChanged 16
		SP:Iteration 32Q (16725.730000 sec): 3 clusters
  Score: Raw -277573.163493 + Penalty 2657.327269 = -274915.836224
  nChanged 12
		SP:Iteration 33Q (16725.920000 sec): 3 clusters
  Score: Raw -277580.685875 + Penalty 2657.327269 = -274923.358606
  nChanged 9
		SP:Iteration 34Q (16726.070000 sec): 3 clusters
  Score: Raw -277584.839467 + Penalty 2657.327269 = -274927.512198
  nChanged 8
		SP:Iteration 35Q (16726.250000 sec): 3 clusters
  Score: Raw -277588.757364 + Penalty 2657.327269 = -274931.430095
  nChanged 6
		SP:Iteration 36Q (16726.430000 sec): 3 clusters
  Score: Raw -277590.703461 + Penalty 2657.327269 = -274933.376192
  nChanged 6
		SP:Iteration 37Q (16726.600000 sec): 3 clusters
  Score: Raw -277593.426339 + Penalty 2657.327269 = -274936.099070
  nChanged 5
		SP:Iteration 38Q (16726.830000 sec): 3 clusters
  Score: Raw -277595.345588 + Penalty 2657.327269 = -274938.018319
  nChanged 5
		SP:Iteration 39Q (16727.010000 sec): 3 clusters
  Score: Raw -277596.987872 + Penalty 2657.327269 = -274939.660603
  nChanged 4
		SP:Iteration 40F (16727.170000 sec): 3 clusters
  Score: Raw -277600.605307 + Penalty 2657.327269 = -274943.278038
  nChanged 9
		SP:Iteration 41Q (16727.330000 sec): 3 clusters
  Score: Raw -277605.584390 + Penalty 2657.327269 = -274948.257121
  nChanged 8
		SP:Iteration 42Q (16727.520000 sec): 3 clusters
  Score: Raw -277611.372501 + Penalty 2657.327269 = -274954.045232
  nChanged 16
		SP:Iteration 43Q (16727.680000 sec): 3 clusters
  Score: Raw -277621.785426 + Penalty 2657.327269 = -274964.458158
  nChanged 19
		SP:Iteration 44Q (16727.880000 sec): 3 clusters
  Score: Raw -277634.273119 + Penalty 2657.327269 = -274976.945850
  nChanged 21
		SP:Iteration 45Q (16728.030000 sec): 3 clusters
  Score: Raw -277650.209239 + Penalty 2657.327269 = -274992.881970
  nChanged 17
		SP:Iteration 46Q (16728.190000 sec): 3 clusters
  Score: Raw -277666.714992 + Penalty 2657.327269 = -275009.387723
  nChanged 18
		SP:Iteration 47Q (16728.390000 sec): 3 clusters
  Score: Raw -277681.641855 + Penalty 2657.327269 = -275024.314586
  nChanged 15
		SP:Iteration 48Q (16728.600000 sec): 3 clusters
  Score: Raw -277692.600022 + Penalty 2657.327269 = -275035.272754
  nChanged 22
		SP:Iteration 49Q (16728.790000 sec): 3 clusters
  Score: Raw -277709.206362 + Penalty 2657.327269 = -275051.879093
  nChanged 25
		SP:Iteration 50Q (16728.940000 sec): 3 clusters
  Score: Raw -277727.958623 + Penalty 2657.327269 = -275070.631354
  nChanged 26
		SP:Iteration 51Q (16729.140000 sec): 3 clusters
  Score: Raw -277743.009225 + Penalty 2657.327269 = -275085.681956
  nChanged 13
		SP:Iteration 52Q (16729.320000 sec): 3 clusters
  Score: Raw -277749.159615 + Penalty 2657.327269 = -275091.832346
  nChanged 13
		SP:Iteration 53Q (16729.480000 sec): 3 clusters
  Score: Raw -277756.658226 + Penalty 2657.327269 = -275099.330958
  nChanged 12
		SP:Iteration 54Q (16729.670000 sec): 3 clusters
  Score: Raw -277761.908524 + Penalty 2657.327269 = -275104.581255
  nChanged 15
		SP:Iteration 55Q (16729.820000 sec): 3 clusters
  Score: Raw -277768.604029 + Penalty 2657.327269 = -275111.276760
  nChanged 15
		SP:Iteration 56Q (16729.940000 sec): 3 clusters
  Score: Raw -277777.221410 + Penalty 2657.327269 = -275119.894141
  nChanged 11
		SP:Iteration 57Q (16730.120000 sec): 3 clusters
  Score: Raw -277783.457999 + Penalty 2657.327269 = -275126.130730
  nChanged 13
		SP:Iteration 58Q (16730.310000 sec): 3 clusters
  Score: Raw -277789.708674 + Penalty 2657.327269 = -275132.381405
  nChanged 10
		SP:Iteration 59Q (16730.500000 sec): 3 clusters
  Score: Raw -277794.634281 + Penalty 2657.327269 = -275137.307013
  nChanged 12
		SP:Iteration 60F (16730.660000 sec): 3 clusters
  Score: Raw -277803.043969 + Penalty 2657.327269 = -275145.716700
  nChanged 13
		SP:Iteration 61Q (16730.860000 sec): 3 clusters
  Score: Raw -277809.757237 + Penalty 2657.327269 = -275152.429968
  nChanged 7
		SP:Iteration 62Q (16731.050000 sec): 3 clusters
  Score: Raw -277812.414301 + Penalty 2657.327269 = -275155.087032
  nChanged 5
		SP:Iteration 63Q (16731.240000 sec): 3 clusters
  Score: Raw -277813.977297 + Penalty 2657.327269 = -275156.650028
  nChanged 3
		SP:Iteration 64Q (16731.380000 sec): 3 clusters
  Score: Raw -277815.026958 + Penalty 2657.327269 = -275157.699689
  nChanged 0
		SP:Iteration 65F (16731.580000 sec): 3 clusters
  Score: Raw -277815.026958 + Penalty 2657.327269 = -275157.699689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16731.700000 sec): 2 clusters
  Score: Raw -210686.825625 + Penalty 1293.439112 = -209393.386513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16731.840000 sec): 3 clusters
  Score: Raw -209403.656589 + Penalty 2586.878224 = -206816.778364
  nChanged 1027
		SP:Iteration 1F (16732.010000 sec): 3 clusters
  Score: Raw -210147.240774 + Penalty 2586.878224 = -207560.362550
  nChanged 268
		SP:Iteration 2F (16732.200000 sec): 3 clusters
  Score: Raw -210388.542110 + Penalty 2586.878224 = -207801.663885
  nChanged 191
		SP:Iteration 3F (16732.370000 sec): 3 clusters
  Score: Raw -210598.198306 + Penalty 2586.878224 = -208011.320081
  nChanged 177
		SP:Iteration 4F (16732.530000 sec): 3 clusters
  Score: Raw -210764.311721 + Penalty 2586.878224 = -208177.433497
  nChanged 137
		SP:Iteration 5Q (16732.680000 sec): 3 clusters
  Score: Raw -210871.008591 + Penalty 2586.878224 = -208284.130367
  nChanged 113
		SP:Iteration 6Q (16732.860000 sec): 3 clusters
  Score: Raw -210947.114232 + Penalty 2586.878224 = -208360.236008
  nChanged 73
		SP:Iteration 7Q (16733.040000 sec): 3 clusters
  Score: Raw -210997.361220 + Penalty 2586.878224 = -208410.482996
  nChanged 53
		SP:Iteration 8Q (16733.180000 sec): 3 clusters
  Score: Raw -211031.940786 + Penalty 2586.878224 = -208445.062561
  nChanged 51
		SP:Iteration 9Q (16733.380000 sec): 3 clusters
  Score: Raw -211066.609543 + Penalty 2586.878224 = -208479.731319
  nChanged 40
		SP:Iteration 10Q (16733.570000 sec): 3 clusters
  Score: Raw -211091.308342 + Penalty 2586.878224 = -208504.430118
  nChanged 31
		SP:Iteration 11Q (16733.720000 sec): 3 clusters
  Score: Raw -211107.721846 + Penalty 2586.878224 = -208520.843621
  nChanged 22
		SP:Iteration 12Q (16733.910000 sec): 3 clusters
  Score: Raw -211118.502994 + Penalty 2586.878224 = -208531.624770
  nChanged 18
		SP:Iteration 13Q (16734.060000 sec): 3 clusters
  Score: Raw -211127.788234 + Penalty 2586.878224 = -208540.910010
  nChanged 12
		SP:Iteration 14Q (16734.240000 sec): 3 clusters
  Score: Raw -211134.168545 + Penalty 2586.878224 = -208547.290321
  nChanged 17
		SP:Iteration 15Q (16734.380000 sec): 3 clusters
  Score: Raw -211144.915926 + Penalty 2586.878224 = -208558.037702
  nChanged 15
		SP:Iteration 16Q (16734.560000 sec): 3 clusters
  Score: Raw -211153.663124 + Penalty 2586.878224 = -208566.784900
  nChanged 15
		SP:Iteration 17Q (16734.760000 sec): 3 clusters
  Score: Raw -211162.396467 + Penalty 2586.878224 = -208575.518243
  nChanged 16
		SP:Iteration 18Q (16734.910000 sec): 3 clusters
  Score: Raw -211170.878710 + Penalty 2586.878224 = -208584.000486
  nChanged 12
		SP:Iteration 19Q (16735.100000 sec): 3 clusters
  Score: Raw -211178.471958 + Penalty 2586.878224 = -208591.593734
  nChanged 15
		SP:Iteration 20F (16735.280000 sec): 3 clusters
  Score: Raw -211186.485111 + Penalty 2586.878224 = -208599.606887
  nChanged 15
		SP:Iteration 21Q (16735.440000 sec): 3 clusters
  Score: Raw -211193.658104 + Penalty 2586.878224 = -208606.779880
  nChanged 13
		SP:Iteration 22Q (16735.670000 sec): 3 clusters
  Score: Raw -211201.250511 + Penalty 2586.878224 = -208614.372287
  nChanged 12
		SP:Iteration 23Q (16735.780000 sec): 3 clusters
  Score: Raw -211209.621548 + Penalty 2586.878224 = -208622.743324
  nChanged 17
		SP:Iteration 24Q (16735.960000 sec): 3 clusters
  Score: Raw -211219.414596 + Penalty 2586.878224 = -208632.536372
  nChanged 11
		SP:Iteration 25Q (16736.200000 sec): 3 clusters
  Score: Raw -211224.055328 + Penalty 2586.878224 = -208637.177103
  nChanged 8
		SP:Iteration 26Q (16736.280000 sec): 3 clusters
  Score: Raw -211227.096371 + Penalty 2586.878224 = -208640.218147
  nChanged 5
		SP:Iteration 27Q (16736.440000 sec): 3 clusters
  Score: Raw -211228.885403 + Penalty 2586.878224 = -208642.007178
  nChanged 1
		SP:Iteration 28Q (16736.600000 sec): 3 clusters
  Score: Raw -211230.277560 + Penalty 2586.878224 = -208643.399336
  nChanged 3
		SP:Iteration 29Q (16736.770000 sec): 3 clusters
  Score: Raw -211231.569919 + Penalty 2586.878224 = -208644.691695
  nChanged 4
		SP:Iteration 30Q (16736.970000 sec): 3 clusters
  Score: Raw -211233.931099 + Penalty 2586.878224 = -208647.052874
  nChanged 5
		SP:Iteration 31Q (16737.140000 sec): 3 clusters
  Score: Raw -211235.793481 + Penalty 2586.878224 = -208648.915257
  nChanged 2
		SP:Iteration 32Q (16737.300000 sec): 3 clusters
  Score: Raw -211237.266159 + Penalty 2586.878224 = -208650.387935
  nChanged 1
		SP:Iteration 33Q (16737.490000 sec): 3 clusters
  Score: Raw -211237.752753 + Penalty 2586.878224 = -208650.874529
  nChanged 4
		SP:Iteration 34Q (16737.680000 sec): 3 clusters
  Score: Raw -211239.004401 + Penalty 2586.878224 = -208652.126177
  nChanged 1
		SP:Iteration 35Q (16737.860000 sec): 3 clusters
  Score: Raw -211239.342422 + Penalty 2586.878224 = -208652.464198
  nChanged 0
		SP:Iteration 36F (16738.070000 sec): 3 clusters
  Score: Raw -211239.342422 + Penalty 2586.878224 = -208652.464198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16738.140000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16738.360000 sec): 3 clusters
  Score: Raw -31315.931570 + Penalty 1922.765670 = -29393.165899
  nChanged 72
		SP:Iteration 1F (16738.510000 sec): 3 clusters
  Score: Raw -31422.131070 + Penalty 1922.765670 = -29499.365399
  nChanged 12
		SP:Iteration 2Q (16738.690000 sec): 3 clusters
  Score: Raw -31452.300567 + Penalty 1922.765670 = -29529.534897
  nChanged 8
		SP:Iteration 3Q (16738.860000 sec): 3 clusters
  Score: Raw -31468.140669 + Penalty 1922.765670 = -29545.374999
  nChanged 5
		SP:Iteration 4Q (16739.030000 sec): 3 clusters
  Score: Raw -31483.526664 + Penalty 1922.765670 = -29560.760993
  nChanged 5
		SP:Iteration 5Q (16739.220000 sec): 3 clusters
  Score: Raw -31492.028708 + Penalty 1922.765670 = -29569.263037
  nChanged 0
		SP:Iteration 6F (16739.390000 sec): 3 clusters
  Score: Raw -31492.028708 + Penalty 1922.765670 = -29569.263037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16739.470000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16739.680000 sec): 3 clusters
  Score: Raw -53060.669025 + Penalty 2106.014483 = -50954.654542
  nChanged 176
		SP:Iteration 1F (16739.830000 sec): 3 clusters
  Score: Raw -53269.518119 + Penalty 2106.014483 = -51163.503637
  nChanged 49
		SP:Iteration 2F (16740.010000 sec): 3 clusters
  Score: Raw -53362.673212 + Penalty 2106.014483 = -51256.658730
  nChanged 31
		SP:Iteration 3Q (16740.170000 sec): 3 clusters
  Score: Raw -53410.751819 + Penalty 2106.014483 = -51304.737337
  nChanged 14
		SP:Iteration 4Q (16740.350000 sec): 3 clusters
  Score: Raw -53422.866275 + Penalty 2106.014483 = -51316.851793
  nChanged 4
		SP:Iteration 5Q (16740.510000 sec): 3 clusters
  Score: Raw -53428.068499 + Penalty 2106.014483 = -51322.054017
  nChanged 11
		SP:Iteration 6Q (16740.720000 sec): 3 clusters
  Score: Raw -53439.980011 + Penalty 2106.014483 = -51333.965528
  nChanged 6
		SP:Iteration 7Q (16740.930000 sec): 3 clusters
  Score: Raw -53451.222922 + Penalty 2106.014483 = -51345.208439
  nChanged 6
		SP:Iteration 8Q (16741.080000 sec): 3 clusters
  Score: Raw -53464.044245 + Penalty 2106.014483 = -51358.029762
  nChanged 4
		SP:Iteration 9Q (16741.270000 sec): 3 clusters
  Score: Raw -53469.273687 + Penalty 2106.014483 = -51363.259204
  nChanged 5
		SP:Iteration 10Q (16741.450000 sec): 3 clusters
  Score: Raw -53476.336227 + Penalty 2106.014483 = -51370.321745
  nChanged 7
		SP:Iteration 11Q (16741.620000 sec): 3 clusters
  Score: Raw -53483.696050 + Penalty 2106.014483 = -51377.681567
  nChanged 0
		SP:Iteration 12F (16741.770000 sec): 3 clusters
  Score: Raw -53483.696050 + Penalty 2106.014483 = -51377.681567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16741.890000 sec): 2 clusters
  Score: Raw -190064.802157 + Penalty 1263.072316 = -188801.729841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16742.060000 sec): 3 clusters
  Score: Raw -189011.186731 + Penalty 2526.144633 = -186485.042098
  nChanged 849
		SP:Iteration 1F (16742.250000 sec): 3 clusters
  Score: Raw -189576.553000 + Penalty 2526.144633 = -187050.408367
  nChanged 192
		SP:Iteration 2F (16742.430000 sec): 3 clusters
  Score: Raw -189706.863752 + Penalty 2526.144633 = -187180.719119
  nChanged 128
		SP:Iteration 3F (16742.610000 sec): 3 clusters
  Score: Raw -189785.024357 + Penalty 2526.144633 = -187258.879724
  nChanged 65
		SP:Iteration 4Q (16742.730000 sec): 3 clusters
  Score: Raw -189822.193337 + Penalty 2526.144633 = -187296.048704
  nChanged 62
		SP:Iteration 5Q (16742.910000 sec): 3 clusters
  Score: Raw -189855.886111 + Penalty 2526.144633 = -187329.741478
  nChanged 48
		SP:Iteration 6Q (16743.090000 sec): 3 clusters
  Score: Raw -189883.190072 + Penalty 2526.144633 = -187357.045439
  nChanged 51
		SP:Iteration 7Q (16743.260000 sec): 3 clusters
  Score: Raw -189909.321120 + Penalty 2526.144633 = -187383.176487
  nChanged 45
		SP:Iteration 8Q (16743.420000 sec): 3 clusters
  Score: Raw -189930.192469 + Penalty 2526.144633 = -187404.047836
  nChanged 30
		SP:Iteration 9Q (16743.630000 sec): 3 clusters
  Score: Raw -189944.443120 + Penalty 2526.144633 = -187418.298487
  nChanged 26
		SP:Iteration 10Q (16743.810000 sec): 3 clusters
  Score: Raw -189960.778647 + Penalty 2526.144633 = -187434.634014
  nChanged 26
		SP:Iteration 11Q (16743.960000 sec): 3 clusters
  Score: Raw -189976.157925 + Penalty 2526.144633 = -187450.013292
  nChanged 27
		SP:Iteration 12Q (16744.090000 sec): 3 clusters
  Score: Raw -189990.699313 + Penalty 2526.144633 = -187464.554680
  nChanged 24
		SP:Iteration 13Q (16744.200000 sec): 3 clusters
  Score: Raw -190000.976288 + Penalty 2526.144633 = -187474.831655
  nChanged 20
		SP:Iteration 14Q (16744.370000 sec): 3 clusters
  Score: Raw -190011.907947 + Penalty 2526.144633 = -187485.763314
  nChanged 16
		SP:Iteration 15Q (16744.490000 sec): 3 clusters
  Score: Raw -190018.702181 + Penalty 2526.144633 = -187492.557548
  nChanged 21
		SP:Iteration 16Q (16744.690000 sec): 3 clusters
  Score: Raw -190028.238446 + Penalty 2526.144633 = -187502.093813
  nChanged 17
		SP:Iteration 17Q (16744.850000 sec): 3 clusters
  Score: Raw -190034.718688 + Penalty 2526.144633 = -187508.574055
  nChanged 13
		SP:Iteration 18Q (16745.040000 sec): 3 clusters
  Score: Raw -190039.563242 + Penalty 2526.144633 = -187513.418609
  nChanged 9
		SP:Iteration 19Q (16745.200000 sec): 3 clusters
  Score: Raw -190042.779873 + Penalty 2526.144633 = -187516.635240
  nChanged 9
		SP:Iteration 20F (16745.390000 sec): 3 clusters
  Score: Raw -190047.456602 + Penalty 2526.144633 = -187521.311970
  nChanged 17
		SP:Iteration 21Q (16745.520000 sec): 3 clusters
  Score: Raw -190057.524031 + Penalty 2526.144633 = -187531.379398
  nChanged 17
		SP:Iteration 22Q (16745.710000 sec): 3 clusters
  Score: Raw -190065.235999 + Penalty 2526.144633 = -187539.091366
  nChanged 13
		SP:Iteration 23Q (16745.910000 sec): 3 clusters
  Score: Raw -190069.870527 + Penalty 2526.144633 = -187543.725894
  nChanged 9
		SP:Iteration 24Q (16746.050000 sec): 3 clusters
  Score: Raw -190075.825732 + Penalty 2526.144633 = -187549.681100
  nChanged 7
		SP:Iteration 25Q (16746.230000 sec): 3 clusters
  Score: Raw -190079.235926 + Penalty 2526.144633 = -187553.091293
  nChanged 8
		SP:Iteration 26Q (16746.380000 sec): 3 clusters
  Score: Raw -190084.846058 + Penalty 2526.144633 = -187558.701426
  nChanged 12
		SP:Iteration 27Q (16746.600000 sec): 3 clusters
  Score: Raw -190093.416591 + Penalty 2526.144633 = -187567.271958
  nChanged 15
		SP:Iteration 28Q (16746.760000 sec): 3 clusters
  Score: Raw -190104.097062 + Penalty 2526.144633 = -187577.952430
  nChanged 21
		SP:Iteration 29Q (16746.990000 sec): 3 clusters
  Score: Raw -190113.999863 + Penalty 2526.144633 = -187587.855231
  nChanged 13
		SP:Iteration 30Q (16747.190000 sec): 3 clusters
  Score: Raw -190118.510085 + Penalty 2526.144633 = -187592.365452
  nChanged 13
		SP:Iteration 31Q (16747.340000 sec): 3 clusters
  Score: Raw -190126.010518 + Penalty 2526.144633 = -187599.865885
  nChanged 10
		SP:Iteration 32Q (16747.520000 sec): 3 clusters
  Score: Raw -190132.789679 + Penalty 2526.144633 = -187606.645046
  nChanged 11
		SP:Iteration 33Q (16747.700000 sec): 3 clusters
  Score: Raw -190139.118979 + Penalty 2526.144633 = -187612.974346
  nChanged 11
		SP:Iteration 34Q (16747.850000 sec): 3 clusters
  Score: Raw -190142.910143 + Penalty 2526.144633 = -187616.765510
  nChanged 9
		SP:Iteration 35Q (16748.040000 sec): 3 clusters
  Score: Raw -190145.998811 + Penalty 2526.144633 = -187619.854178
  nChanged 4
		SP:Iteration 36Q (16748.240000 sec): 3 clusters
  Score: Raw -190148.283570 + Penalty 2526.144633 = -187622.138937
  nChanged 3
		SP:Iteration 37Q (16748.410000 sec): 3 clusters
  Score: Raw -190149.096921 + Penalty 2526.144633 = -187622.952289
  nChanged 3
		SP:Iteration 38Q (16748.620000 sec): 3 clusters
  Score: Raw -190150.189530 + Penalty 2526.144633 = -187624.044897
  nChanged 4
		SP:Iteration 39Q (16748.800000 sec): 3 clusters
  Score: Raw -190151.358748 + Penalty 2526.144633 = -187625.214115
  nChanged 2
		SP:Iteration 40F (16749.000000 sec): 3 clusters
  Score: Raw -190151.919862 + Penalty 2526.144633 = -187625.775230
  nChanged 3
		SP:Iteration 41Q (16749.220000 sec): 3 clusters
  Score: Raw -190153.283676 + Penalty 2526.144633 = -187627.139043
  nChanged 4
		SP:Iteration 42Q (16749.380000 sec): 3 clusters
  Score: Raw -190154.649980 + Penalty 2526.144633 = -187628.505348
  nChanged 5
		SP:Iteration 43Q (16749.530000 sec): 3 clusters
  Score: Raw -190156.286194 + Penalty 2526.144633 = -187630.141561
  nChanged 3
		SP:Iteration 44Q (16749.740000 sec): 3 clusters
  Score: Raw -190157.156552 + Penalty 2526.144633 = -187631.011919
  nChanged 1
		SP:Iteration 45Q (16749.850000 sec): 3 clusters
  Score: Raw -190157.571744 + Penalty 2526.144633 = -187631.427112
  nChanged 0
		SP:Iteration 46F (16750.000000 sec): 3 clusters
  Score: Raw -190157.571744 + Penalty 2526.144633 = -187631.427112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (1566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16750.060000 sec): 2 clusters
  Score: Raw -112861.355345 + Penalty 1195.395480 = -111665.959865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16750.250000 sec): 3 clusters
  Score: Raw -112293.259029 + Penalty 2390.790960 = -109902.468069
  nChanged 514
		SP:Iteration 1F (16750.440000 sec): 3 clusters
  Score: Raw -112776.480731 + Penalty 2390.790960 = -110385.689771
  nChanged 163
		SP:Iteration 2F (16750.620000 sec): 3 clusters
  Score: Raw -112951.941395 + Penalty 2390.790960 = -110561.150435
  nChanged 91
		SP:Iteration 3F (16750.780000 sec): 3 clusters
  Score: Raw -113058.680837 + Penalty 2390.790960 = -110667.889877
  nChanged 72
		SP:Iteration 4Q (16750.880000 sec): 3 clusters
  Score: Raw -113153.384940 + Penalty 2390.790960 = -110762.593980
  nChanged 53
		SP:Iteration 5Q (16751.070000 sec): 3 clusters
  Score: Raw -113218.227696 + Penalty 2390.790960 = -110827.436736
  nChanged 46
		SP:Iteration 6Q (16751.250000 sec): 3 clusters
  Score: Raw -113272.348708 + Penalty 2390.790960 = -110881.557749
  nChanged 36
		SP:Iteration 7Q (16751.350000 sec): 3 clusters
  Score: Raw -113303.426895 + Penalty 2390.790960 = -110912.635935
  nChanged 24
		SP:Iteration 8Q (16751.500000 sec): 3 clusters
  Score: Raw -113326.414190 + Penalty 2390.790960 = -110935.623230
  nChanged 24
		SP:Iteration 9Q (16751.680000 sec): 3 clusters
  Score: Raw -113347.020410 + Penalty 2390.790960 = -110956.229450
  nChanged 26
		SP:Iteration 10Q (16751.880000 sec): 3 clusters
  Score: Raw -113368.484005 + Penalty 2390.790960 = -110977.693045
  nChanged 25
		SP:Iteration 11Q (16752.050000 sec): 3 clusters
  Score: Raw -113389.177726 + Penalty 2390.790960 = -110998.386766
  nChanged 19
		SP:Iteration 12Q (16752.160000 sec): 3 clusters
  Score: Raw -113404.803199 + Penalty 2390.790960 = -111014.012239
  nChanged 11
		SP:Iteration 13Q (16752.320000 sec): 3 clusters
  Score: Raw -113414.355463 + Penalty 2390.790960 = -111023.564503
  nChanged 10
		SP:Iteration 14Q (16752.500000 sec): 3 clusters
  Score: Raw -113421.926350 + Penalty 2390.790960 = -111031.135390
  nChanged 8
		SP:Iteration 15Q (16752.700000 sec): 3 clusters
  Score: Raw -113426.854304 + Penalty 2390.790960 = -111036.063344
  nChanged 10
		SP:Iteration 16Q (16752.860000 sec): 3 clusters
  Score: Raw -113435.177414 + Penalty 2390.790960 = -111044.386454
  nChanged 7
		SP:Iteration 17Q (16753.000000 sec): 3 clusters
  Score: Raw -113439.270286 + Penalty 2390.790960 = -111048.479326
  nChanged 2
		SP:Iteration 18Q (16753.240000 sec): 3 clusters
  Score: Raw -113441.055142 + Penalty 2390.790960 = -111050.264182
  nChanged 2
		SP:Iteration 19Q (16753.360000 sec): 3 clusters
  Score: Raw -113441.865781 + Penalty 2390.790960 = -111051.074821
  nChanged 1
		SP:Iteration 20F (16753.570000 sec): 3 clusters
  Score: Raw -113443.934922 + Penalty 2390.790960 = -111053.143962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16753.650000 sec): 2 clusters
  Score: Raw -307655.628598 + Penalty 1337.512079 = -306318.116519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16753.780000 sec): 3 clusters
  Score: Raw -305770.049609 + Penalty 2675.024158 = -303095.025451
  nChanged 1521
		SP:Iteration 1F (16753.900000 sec): 3 clusters
  Score: Raw -306798.942488 + Penalty 2675.024158 = -304123.918329
  nChanged 373
		SP:Iteration 2F (16754.080000 sec): 3 clusters
  Score: Raw -307162.635298 + Penalty 2675.024158 = -304487.611139
  nChanged 279
		SP:Iteration 3F (16754.300000 sec): 3 clusters
  Score: Raw -307402.909970 + Penalty 2675.024158 = -304727.885812
  nChanged 207
		SP:Iteration 4F (16754.430000 sec): 3 clusters
  Score: Raw -307564.516318 + Penalty 2675.024158 = -304889.492160
  nChanged 162
		SP:Iteration 5Q (16754.600000 sec): 3 clusters
  Score: Raw -307684.566200 + Penalty 2675.024158 = -305009.542042
  nChanged 136
		SP:Iteration 6Q (16754.740000 sec): 3 clusters
  Score: Raw -307788.060603 + Penalty 2675.024158 = -305113.036444
  nChanged 120
		SP:Iteration 7Q (16754.940000 sec): 3 clusters
  Score: Raw -307859.401261 + Penalty 2675.024158 = -305184.377103
  nChanged 97
		SP:Iteration 8Q (16755.100000 sec): 3 clusters
  Score: Raw -307905.064839 + Penalty 2675.024158 = -305230.040681
  nChanged 50
		SP:Iteration 9Q (16755.280000 sec): 3 clusters
  Score: Raw -307926.364979 + Penalty 2675.024158 = -305251.340821
  nChanged 40
		SP:Iteration 10Q (16755.530000 sec): 3 clusters
  Score: Raw -307944.890281 + Penalty 2675.024158 = -305269.866123
  nChanged 35
		SP:Iteration 11Q (16755.710000 sec): 3 clusters
  Score: Raw -307958.527311 + Penalty 2675.024158 = -305283.503152
  nChanged 24
		SP:Iteration 12Q (16755.870000 sec): 3 clusters
  Score: Raw -307964.790446 + Penalty 2675.024158 = -305289.766288
  nChanged 14
		SP:Iteration 13Q (16756.020000 sec): 3 clusters
  Score: Raw -307968.807383 + Penalty 2675.024158 = -305293.783225
  nChanged 7
		SP:Iteration 14Q (16756.190000 sec): 3 clusters
  Score: Raw -307970.760369 + Penalty 2675.024158 = -305295.736211
  nChanged 5
		SP:Iteration 15Q (16756.340000 sec): 3 clusters
  Score: Raw -307971.983402 + Penalty 2675.024158 = -305296.959243
  nChanged 2
		SP:Iteration 16Q (16756.480000 sec): 3 clusters
  Score: Raw -307972.582391 + Penalty 2675.024158 = -305297.558232
  nChanged 5
		SP:Iteration 17Q (16756.640000 sec): 3 clusters
  Score: Raw -307974.173400 + Penalty 2675.024158 = -305299.149242
  nChanged 6
		SP:Iteration 18Q (16756.800000 sec): 3 clusters
  Score: Raw -307975.438294 + Penalty 2675.024158 = -305300.414136
  nChanged 2
		SP:Iteration 19Q (16756.980000 sec): 3 clusters
  Score: Raw -307975.714114 + Penalty 2675.024158 = -305300.689956
  nChanged 3
		SP:Iteration 20F (16757.180000 sec): 3 clusters
  Score: Raw -307976.427203 + Penalty 2675.024158 = -305301.403044
  nChanged 4
		SP:Iteration 21Q (16757.370000 sec): 3 clusters
  Score: Raw -307977.185759 + Penalty 2675.024158 = -305302.161601
  nChanged 1
		SP:Iteration 22Q (16757.510000 sec): 3 clusters
  Score: Raw -307977.416253 + Penalty 2675.024158 = -305302.392094
  nChanged 0
		SP:Iteration 23F (16757.700000 sec): 3 clusters
  Score: Raw -307977.416253 + Penalty 2675.024158 = -305302.392094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16757.760000 sec): 2 clusters
  Score: Raw -177559.021907 + Penalty 1278.715649 = -176280.306258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16757.970000 sec): 3 clusters
  Score: Raw -176381.211615 + Penalty 2557.431297 = -173823.780318
  nChanged 954
		SP:Iteration 1F (16758.130000 sec): 3 clusters
  Score: Raw -177025.400736 + Penalty 2557.431297 = -174467.969439
  nChanged 261
		SP:Iteration 2F (16758.290000 sec): 3 clusters
  Score: Raw -177328.187983 + Penalty 2557.431297 = -174770.756686
  nChanged 194
		SP:Iteration 3F (16758.490000 sec): 3 clusters
  Score: Raw -177523.819403 + Penalty 2557.431297 = -174966.388105
  nChanged 150
		SP:Iteration 4F (16758.700000 sec): 3 clusters
  Score: Raw -177662.837354 + Penalty 2557.431297 = -175105.406056
  nChanged 125
		SP:Iteration 5Q (16758.850000 sec): 3 clusters
  Score: Raw -177771.340897 + Penalty 2557.431297 = -175213.909600
  nChanged 98
		SP:Iteration 6Q (16759.020000 sec): 3 clusters
  Score: Raw -177839.727370 + Penalty 2557.431297 = -175282.296072
  nChanged 62
		SP:Iteration 7Q (16759.200000 sec): 3 clusters
  Score: Raw -177876.176810 + Penalty 2557.431297 = -175318.745513
  nChanged 42
		SP:Iteration 8Q (16759.390000 sec): 3 clusters
  Score: Raw -177898.914199 + Penalty 2557.431297 = -175341.482901
  nChanged 24
		SP:Iteration 9Q (16759.570000 sec): 3 clusters
  Score: Raw -177909.719764 + Penalty 2557.431297 = -175352.288467
  nChanged 21
		SP:Iteration 10Q (16759.740000 sec): 3 clusters
  Score: Raw -177919.151060 + Penalty 2557.431297 = -175361.719762
  nChanged 18
		SP:Iteration 11Q (16759.910000 sec): 3 clusters
  Score: Raw -177926.179307 + Penalty 2557.431297 = -175368.748009
  nChanged 14
		SP:Iteration 12Q (16760.100000 sec): 3 clusters
  Score: Raw -177932.814656 + Penalty 2557.431297 = -175375.383358
  nChanged 3
		SP:Iteration 13Q (16760.260000 sec): 3 clusters
  Score: Raw -177934.058218 + Penalty 2557.431297 = -175376.626921
  nChanged 3
		SP:Iteration 14Q (16760.420000 sec): 3 clusters
  Score: Raw -177934.769785 + Penalty 2557.431297 = -175377.338488
  nChanged 1
		SP:Iteration 15Q (16760.610000 sec): 3 clusters
  Score: Raw -177936.023099 + Penalty 2557.431297 = -175378.591802
  nChanged 4
		SP:Iteration 16Q (16760.810000 sec): 3 clusters
  Score: Raw -177937.469831 + Penalty 2557.431297 = -175380.038534
  nChanged 2
		SP:Iteration 17Q (16760.950000 sec): 3 clusters
  Score: Raw -177938.060171 + Penalty 2557.431297 = -175380.628873
  nChanged 2
		SP:Iteration 18Q (16761.150000 sec): 3 clusters
  Score: Raw -177938.751750 + Penalty 2557.431297 = -175381.320453
  nChanged 2
		SP:Iteration 19Q (16761.320000 sec): 3 clusters
  Score: Raw -177939.228135 + Penalty 2557.431297 = -175381.796838
  nChanged 1
		SP:Iteration 20F (16761.460000 sec): 3 clusters
  Score: Raw -177939.434249 + Penalty 2557.431297 = -175382.002951
  nChanged 1
		SP:Iteration 21Q (16761.620000 sec): 3 clusters
  Score: Raw -177939.807687 + Penalty 2557.431297 = -175382.376389
  nChanged 3
		SP:Iteration 22Q (16761.820000 sec): 3 clusters
  Score: Raw -177941.172469 + Penalty 2557.431297 = -175383.741171
  nChanged 2
		SP:Iteration 23Q (16762.010000 sec): 3 clusters
  Score: Raw -177941.588572 + Penalty 2557.431297 = -175384.157275
  nChanged 0
		SP:Iteration 24F (16762.160000 sec): 3 clusters
  Score: Raw -177941.588572 + Penalty 2557.431297 = -175384.157275
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16762.290000 sec): 2 clusters
  Score: Raw -167982.102912 + Penalty 1241.598122 = -166740.504790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16762.440000 sec): 3 clusters
  Score: Raw -167076.661106 + Penalty 2483.196244 = -164593.464863
  nChanged 761
		SP:Iteration 1F (16762.610000 sec): 3 clusters
  Score: Raw -167601.973394 + Penalty 2483.196244 = -165118.777151
  nChanged 180
		SP:Iteration 2F (16762.810000 sec): 3 clusters
  Score: Raw -167781.377096 + Penalty 2483.196244 = -165298.180853
  nChanged 149
		SP:Iteration 3F (16762.970000 sec): 3 clusters
  Score: Raw -167919.342758 + Penalty 2483.196244 = -165436.146515
  nChanged 101
		SP:Iteration 4Q (16763.140000 sec): 3 clusters
  Score: Raw -167996.845683 + Penalty 2483.196244 = -165513.649440
  nChanged 79
		SP:Iteration 5Q (16763.330000 sec): 3 clusters
  Score: Raw -168054.398989 + Penalty 2483.196244 = -165571.202746
  nChanged 62
		SP:Iteration 6Q (16763.470000 sec): 3 clusters
  Score: Raw -168096.692593 + Penalty 2483.196244 = -165613.496350
  nChanged 51
		SP:Iteration 7Q (16763.600000 sec): 3 clusters
  Score: Raw -168134.378261 + Penalty 2483.196244 = -165651.182018
  nChanged 40
		SP:Iteration 8Q (16763.790000 sec): 3 clusters
  Score: Raw -168165.476005 + Penalty 2483.196244 = -165682.279761
  nChanged 31
		SP:Iteration 9Q (16763.970000 sec): 3 clusters
  Score: Raw -168186.868280 + Penalty 2483.196244 = -165703.672037
  nChanged 29
		SP:Iteration 10Q (16764.160000 sec): 3 clusters
  Score: Raw -168207.594005 + Penalty 2483.196244 = -165724.397762
  nChanged 24
		SP:Iteration 11Q (16764.350000 sec): 3 clusters
  Score: Raw -168223.153492 + Penalty 2483.196244 = -165739.957248
  nChanged 23
		SP:Iteration 12Q (16764.520000 sec): 3 clusters
  Score: Raw -168239.015805 + Penalty 2483.196244 = -165755.819561
  nChanged 26
		SP:Iteration 13Q (16764.670000 sec): 3 clusters
  Score: Raw -168264.091686 + Penalty 2483.196244 = -165780.895442
  nChanged 37
		SP:Iteration 14Q (16764.860000 sec): 3 clusters
  Score: Raw -168292.400964 + Penalty 2483.196244 = -165809.204720
  nChanged 25
		SP:Iteration 15Q (16765.000000 sec): 3 clusters
  Score: Raw -168317.877919 + Penalty 2483.196244 = -165834.681676
  nChanged 22
		SP:Iteration 16Q (16765.110000 sec): 3 clusters
  Score: Raw -168337.360256 + Penalty 2483.196244 = -165854.164012
  nChanged 15
		SP:Iteration 17Q (16765.210000 sec): 3 clusters
  Score: Raw -168349.735095 + Penalty 2483.196244 = -165866.538851
  nChanged 14
		SP:Iteration 18Q (16765.400000 sec): 3 clusters
  Score: Raw -168359.442531 + Penalty 2483.196244 = -165876.246287
  nChanged 14
		SP:Iteration 19Q (16765.540000 sec): 3 clusters
  Score: Raw -168370.843015 + Penalty 2483.196244 = -165887.646771
  nChanged 18
		SP:Iteration 20F (16765.750000 sec): 3 clusters
  Score: Raw -168385.648850 + Penalty 2483.196244 = -165902.452607
  nChanged 15
		SP:Iteration 21Q (16765.940000 sec): 3 clusters
  Score: Raw -168396.353991 + Penalty 2483.196244 = -165913.157748
  nChanged 10
		SP:Iteration 22Q (16766.100000 sec): 3 clusters
  Score: Raw -168401.993169 + Penalty 2483.196244 = -165918.796925
  nChanged 4
		SP:Iteration 23Q (16766.270000 sec): 3 clusters
  Score: Raw -168403.418824 + Penalty 2483.196244 = -165920.222581
  nChanged 1
		SP:Iteration 24Q (16766.520000 sec): 3 clusters
  Score: Raw -168403.798238 + Penalty 2483.196244 = -165920.601994
  nChanged 0
		SP:Iteration 25F (16766.710000 sec): 3 clusters
  Score: Raw -168403.798238 + Penalty 2483.196244 = -165920.601994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16766.780000 sec): 2 clusters
  Score: Raw -45129.477366 + Penalty 1079.404105 = -44050.073261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16766.960000 sec): 3 clusters
  Score: Raw -44986.070144 + Penalty 2158.808210 = -42827.261934
  nChanged 228
		SP:Iteration 1F (16767.150000 sec): 3 clusters
  Score: Raw -45321.101858 + Penalty 2158.808210 = -43162.293647
  nChanged 75
		SP:Iteration 2F (16767.310000 sec): 3 clusters
  Score: Raw -45452.792696 + Penalty 2158.808210 = -43293.984485
  nChanged 43
		SP:Iteration 3F (16767.440000 sec): 3 clusters
  Score: Raw -45533.378657 + Penalty 2158.808210 = -43374.570447
  nChanged 29
		SP:Iteration 4Q (16767.610000 sec): 3 clusters
  Score: Raw -45573.797986 + Penalty 2158.808210 = -43414.989776
  nChanged 19
		SP:Iteration 5Q (16767.740000 sec): 3 clusters
  Score: Raw -45601.003907 + Penalty 2158.808210 = -43442.195697
  nChanged 15
		SP:Iteration 6Q (16767.910000 sec): 3 clusters
  Score: Raw -45625.315634 + Penalty 2158.808210 = -43466.507423
  nChanged 15
		SP:Iteration 7Q (16768.110000 sec): 3 clusters
  Score: Raw -45648.326362 + Penalty 2158.808210 = -43489.518151
  nChanged 8
		SP:Iteration 8Q (16768.290000 sec): 3 clusters
  Score: Raw -45657.319081 + Penalty 2158.808210 = -43498.510871
  nChanged 5
		SP:Iteration 9Q (16768.410000 sec): 3 clusters
  Score: Raw -45660.592405 + Penalty 2158.808210 = -43501.784195
  nChanged 2
		SP:Iteration 10Q (16768.610000 sec): 3 clusters
  Score: Raw -45663.135207 + Penalty 2158.808210 = -43504.326997
  nChanged 3
		SP:Iteration 11Q (16768.810000 sec): 3 clusters
  Score: Raw -45667.625670 + Penalty 2158.808210 = -43508.817460
  nChanged 3
		SP:Iteration 12Q (16768.950000 sec): 3 clusters
  Score: Raw -45670.850252 + Penalty 2158.808210 = -43512.042042
  nChanged 2
		SP:Iteration 13Q (16769.080000 sec): 3 clusters
  Score: Raw -45671.425215 + Penalty 2158.808210 = -43512.617004
  nChanged 0
		SP:Iteration 14F (16769.270000 sec): 3 clusters
  Score: Raw -45671.425215 + Penalty 2158.808210 = -43512.617004
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16769.530000 sec): 2 clusters
  Score: Raw -2906032.560722 + Penalty 1694.334921 = -2904338.225802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16769.870000 sec): 3 clusters
  Score: Raw -2884895.311685 + Penalty 3388.669841 = -2881506.641843
  nChanged 15690
		SP:Iteration 1F (16770.240000 sec): 3 clusters
  Score: Raw -2894666.423752 + Penalty 3388.669841 = -2891277.753910
  nChanged 2190
		SP:Iteration 2F (16770.630000 sec): 3 clusters
  Score: Raw -2896014.014859 + Penalty 3388.669841 = -2892625.345017
  nChanged 2430
		SP:Iteration 3F (16771.000000 sec): 3 clusters
  Score: Raw -2897816.430994 + Penalty 3388.669841 = -2894427.761152
  nChanged 2561
		SP:Iteration 4F (16771.390000 sec): 3 clusters
  Score: Raw -2899955.563700 + Penalty 3388.669841 = -2896566.893859
  nChanged 2465
		SP:Iteration 5F (16771.760000 sec): 3 clusters
  Score: Raw -2902121.957018 + Penalty 3388.669841 = -2898733.287177
  nChanged 2021
		SP:Iteration 6F (16772.130000 sec): 3 clusters
  Score: Raw -2903908.545825 + Penalty 3388.669841 = -2900519.875984
  nChanged 1317
		SP:Iteration 7Q (16772.480000 sec): 3 clusters
  Score: Raw -2905043.503577 + Penalty 3388.669841 = -2901654.833736
  nChanged 752
		SP:Iteration 8Q (16772.840000 sec): 3 clusters
  Score: Raw -2905668.933726 + Penalty 3388.669841 = -2902280.263884
  nChanged 327
		SP:Iteration 9Q (16773.140000 sec): 3 clusters
  Score: Raw -2905945.905430 + Penalty 3388.669841 = -2902557.235588
  nChanged 163
		SP:Iteration 10Q (16773.480000 sec): 3 clusters
  Score: Raw -2906106.386450 + Penalty 3388.669841 = -2902717.716609
  nChanged 74
		SP:Iteration 11Q (16773.770000 sec): 3 clusters
  Score: Raw -2906188.027871 + Penalty 3388.669841 = -2902799.358030
  nChanged 40
		SP:Iteration 12Q (16774.100000 sec): 3 clusters
  Score: Raw -2906235.898021 + Penalty 3388.669841 = -2902847.228179
  nChanged 27
		SP:Iteration 13Q (16774.440000 sec): 3 clusters
  Score: Raw -2906270.972099 + Penalty 3388.669841 = -2902882.302257
  nChanged 20
		SP:Iteration 14Q (16774.720000 sec): 3 clusters
  Score: Raw -2906291.130301 + Penalty 3388.669841 = -2902902.460460
  nChanged 11
		SP:Iteration 15Q (16774.980000 sec): 3 clusters
  Score: Raw -2906301.549799 + Penalty 3388.669841 = -2902912.879957
  nChanged 4
		SP:Iteration 16Q (16775.280000 sec): 3 clusters
  Score: Raw -2906304.646150 + Penalty 3388.669841 = -2902915.976308
  nChanged 4
		SP:Iteration 17Q (16775.610000 sec): 3 clusters
  Score: Raw -2906310.090220 + Penalty 3388.669841 = -2902921.420378
  nChanged 4
		SP:Iteration 18Q (16775.960000 sec): 3 clusters
  Score: Raw -2906312.584442 + Penalty 3388.669841 = -2902923.914600
  nChanged 1
		SP:Iteration 19Q (16776.270000 sec): 3 clusters
  Score: Raw -2906313.235877 + Penalty 3388.669841 = -2902924.566036
  nChanged 0
		SP:Iteration 20F (16776.630000 sec): 3 clusters
  Score: Raw -2906313.235877 + Penalty 3388.669841 = -2902924.566036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16776.710000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16776.890000 sec): 3 clusters
  Score: Raw -40985.113845 + Penalty 2010.517803 = -38974.596042
  nChanged 124
		SP:Iteration 1F (16777.050000 sec): 3 clusters
  Score: Raw -41172.447920 + Penalty 2010.517803 = -39161.930117
  nChanged 30
		SP:Iteration 2F (16777.240000 sec): 3 clusters
  Score: Raw -41217.095911 + Penalty 2010.517803 = -39206.578109
  nChanged 11
		SP:Iteration 3Q (16777.410000 sec): 3 clusters
  Score: Raw -41233.663188 + Penalty 2010.517803 = -39223.145385
  nChanged 8
		SP:Iteration 4Q (16777.600000 sec): 3 clusters
  Score: Raw -41245.802023 + Penalty 2010.517803 = -39235.284220
  nChanged 7
		SP:Iteration 5Q (16777.740000 sec): 3 clusters
  Score: Raw -41254.829848 + Penalty 2010.517803 = -39244.312045
  nChanged 8
		SP:Iteration 6Q (16777.880000 sec): 3 clusters
  Score: Raw -41268.181334 + Penalty 2010.517803 = -39257.663532
  nChanged 4
		SP:Iteration 7Q (16778.050000 sec): 3 clusters
  Score: Raw -41271.447630 + Penalty 2010.517803 = -39260.929827
  nChanged 1
		SP:Iteration 8Q (16778.240000 sec): 3 clusters
  Score: Raw -41272.022631 + Penalty 2010.517803 = -39261.504829
  nChanged 0
		SP:Iteration 9F (16778.420000 sec): 3 clusters
  Score: Raw -41272.022631 + Penalty 2010.517803 = -39261.504829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16778.470000 sec): 2 clusters
  Score: Raw -90298.792135 + Penalty 1163.637460 = -89135.154675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16778.620000 sec): 3 clusters
  Score: Raw -89904.019816 + Penalty 2327.274920 = -87576.744896
  nChanged 411
		SP:Iteration 1F (16778.810000 sec): 3 clusters
  Score: Raw -90350.338663 + Penalty 2327.274920 = -88023.063743
  nChanged 126
		SP:Iteration 2F (16779.020000 sec): 3 clusters
  Score: Raw -90536.660257 + Penalty 2327.274920 = -88209.385338
  nChanged 83
		SP:Iteration 3F (16779.180000 sec): 3 clusters
  Score: Raw -90657.230011 + Penalty 2327.274920 = -88329.955091
  nChanged 61
		SP:Iteration 4Q (16779.340000 sec): 3 clusters
  Score: Raw -90731.090211 + Penalty 2327.274920 = -88403.815292
  nChanged 39
		SP:Iteration 5Q (16779.510000 sec): 3 clusters
  Score: Raw -90783.270114 + Penalty 2327.274920 = -88455.995195
  nChanged 31
		SP:Iteration 6Q (16779.680000 sec): 3 clusters
  Score: Raw -90824.179821 + Penalty 2327.274920 = -88496.904901
  nChanged 20
		SP:Iteration 7Q (16779.910000 sec): 3 clusters
  Score: Raw -90845.924951 + Penalty 2327.274920 = -88518.650032
  nChanged 15
		SP:Iteration 8Q (16780.070000 sec): 3 clusters
  Score: Raw -90868.177614 + Penalty 2327.274920 = -88540.902694
  nChanged 12
		SP:Iteration 9Q (16780.270000 sec): 3 clusters
  Score: Raw -90878.878363 + Penalty 2327.274920 = -88551.603443
  nChanged 5
		SP:Iteration 10Q (16780.380000 sec): 3 clusters
  Score: Raw -90881.981598 + Penalty 2327.274920 = -88554.706678
  nChanged 1
		SP:Iteration 11Q (16780.540000 sec): 3 clusters
  Score: Raw -90882.554349 + Penalty 2327.274920 = -88555.279429
  nChanged 1
		SP:Iteration 12Q (16780.760000 sec): 3 clusters
  Score: Raw -90883.021526 + Penalty 2327.274920 = -88555.746606
  nChanged 0
		SP:Iteration 13F (16780.910000 sec): 3 clusters
  Score: Raw -90883.021526 + Penalty 2327.274920 = -88555.746606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16780.980000 sec): 2 clusters
  Score: Raw -148785.415421 + Penalty 1223.004073 = -147562.411348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16781.190000 sec): 3 clusters
  Score: Raw -148038.013218 + Penalty 2446.008147 = -145592.005071
  nChanged 628
		SP:Iteration 1F (16781.330000 sec): 3 clusters
  Score: Raw -148461.800390 + Penalty 2446.008147 = -146015.792243
  nChanged 146
		SP:Iteration 2F (16781.530000 sec): 3 clusters
  Score: Raw -148560.681998 + Penalty 2446.008147 = -146114.673851
  nChanged 80
		SP:Iteration 3Q (16781.690000 sec): 3 clusters
  Score: Raw -148618.914306 + Penalty 2446.008147 = -146172.906159
  nChanged 63
		SP:Iteration 4Q (16781.890000 sec): 3 clusters
  Score: Raw -148661.977745 + Penalty 2446.008147 = -146215.969598
  nChanged 47
		SP:Iteration 5Q (16782.030000 sec): 3 clusters
  Score: Raw -148692.857564 + Penalty 2446.008147 = -146246.849417
  nChanged 50
		SP:Iteration 6Q (16782.270000 sec): 3 clusters
  Score: Raw -148729.675365 + Penalty 2446.008147 = -146283.667218
  nChanged 60
		SP:Iteration 7Q (16782.420000 sec): 3 clusters
  Score: Raw -148782.143658 + Penalty 2446.008147 = -146336.135512
  nChanged 58
		SP:Iteration 8Q (16782.640000 sec): 3 clusters
  Score: Raw -148822.377547 + Penalty 2446.008147 = -146376.369400
  nChanged 52
		SP:Iteration 9Q (16782.840000 sec): 3 clusters
  Score: Raw -148864.720810 + Penalty 2446.008147 = -146418.712663
  nChanged 61
		SP:Iteration 10Q (16783.090000 sec): 3 clusters
  Score: Raw -148917.388625 + Penalty 2446.008147 = -146471.380478
  nChanged 48
		SP:Iteration 11Q (16783.210000 sec): 3 clusters
  Score: Raw -148957.299813 + Penalty 2446.008147 = -146511.291667
  nChanged 55
		SP:Iteration 12Q (16783.330000 sec): 3 clusters
  Score: Raw -149005.130243 + Penalty 2446.008147 = -146559.122097
  nChanged 44
		SP:Iteration 13Q (16783.440000 sec): 3 clusters
  Score: Raw -149045.181820 + Penalty 2446.008147 = -146599.173674
  nChanged 37
		SP:Iteration 14Q (16783.570000 sec): 3 clusters
  Score: Raw -149074.387158 + Penalty 2446.008147 = -146628.379011
  nChanged 25
		SP:Iteration 15Q (16783.690000 sec): 3 clusters
  Score: Raw -149096.804815 + Penalty 2446.008147 = -146650.796668
  nChanged 25
		SP:Iteration 16Q (16783.810000 sec): 3 clusters
  Score: Raw -149115.680388 + Penalty 2446.008147 = -146669.672241
  nChanged 17
		SP:Iteration 17Q (16783.930000 sec): 3 clusters
  Score: Raw -149128.548232 + Penalty 2446.008147 = -146682.540086
  nChanged 11
		SP:Iteration 18Q (16784.070000 sec): 3 clusters
  Score: Raw -149135.769130 + Penalty 2446.008147 = -146689.760984
  nChanged 9
		SP:Iteration 19Q (16784.240000 sec): 3 clusters
  Score: Raw -149141.625989 + Penalty 2446.008147 = -146695.617842
  nChanged 10
		SP:Iteration 20F (16784.410000 sec): 3 clusters
  Score: Raw -149147.335176 + Penalty 2446.008147 = -146701.327029
  nChanged 4
		SP:Iteration 21Q (16784.570000 sec): 3 clusters
  Score: Raw -149148.696845 + Penalty 2446.008147 = -146702.688698
  nChanged 0
		SP:Iteration 22F (16784.750000 sec): 3 clusters
  Score: Raw -149148.696845 + Penalty 2446.008147 = -146702.688698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16784.790000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16784.930000 sec): 3 clusters
  Score: Raw -33042.855892 + Penalty 1972.989762 = -31069.866131
  nChanged 100
		SP:Iteration 1F (16785.080000 sec): 3 clusters
  Score: Raw -33205.789876 + Penalty 1972.989762 = -31232.800114
  nChanged 40
		SP:Iteration 2F (16785.180000 sec): 3 clusters
  Score: Raw -33275.889087 + Penalty 1972.989762 = -31302.899326
  nChanged 16
		SP:Iteration 3Q (16785.380000 sec): 3 clusters
  Score: Raw -33313.894003 + Penalty 1972.989762 = -31340.904241
  nChanged 8
		SP:Iteration 4Q (16785.510000 sec): 3 clusters
  Score: Raw -33330.049661 + Penalty 1972.989762 = -31357.059900
  nChanged 5
		SP:Iteration 5Q (16785.700000 sec): 3 clusters
  Score: Raw -33336.120635 + Penalty 1972.989762 = -31363.130873
  nChanged 5
		SP:Iteration 6Q (16785.800000 sec): 3 clusters
  Score: Raw -33342.904273 + Penalty 1972.989762 = -31369.914512
  nChanged 3
		SP:Iteration 7Q (16785.920000 sec): 3 clusters
  Score: Raw -33349.413949 + Penalty 1972.989762 = -31376.424188
  nChanged 3
		SP:Iteration 8Q (16786.130000 sec): 3 clusters
  Score: Raw -33352.243278 + Penalty 1972.989762 = -31379.253516
  nChanged 0
		SP:Iteration 9F (16786.290000 sec): 3 clusters
  Score: Raw -33352.243278 + Penalty 1972.989762 = -31379.253516
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16786.410000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16786.540000 sec): 3 clusters
  Score: Raw -14434.922072 + Penalty 1710.374311 = -12724.547761
  nChanged 29
		SP:Iteration 1F (16786.700000 sec): 3 clusters
  Score: Raw -14522.929862 + Penalty 1710.374311 = -12812.555550
  nChanged 4
		SP:Iteration 2Q (16786.850000 sec): 3 clusters
  Score: Raw -14538.060160 + Penalty 1710.374311 = -12827.685849
  nChanged 0
		SP:Iteration 3F (16786.990000 sec): 3 clusters
  Score: Raw -14538.060160 + Penalty 1710.374311 = -12827.685849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16787.070000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16787.210000 sec): 3 clusters
  Score: Raw -42750.758680 + Penalty 2018.445025 = -40732.313655
  nChanged 105
		SP:Iteration 1F (16787.350000 sec): 3 clusters
  Score: Raw -42909.332811 + Penalty 2018.445025 = -40890.887786
  nChanged 39
		SP:Iteration 2F (16787.500000 sec): 3 clusters
  Score: Raw -42973.035465 + Penalty 2018.445025 = -40954.590440
  nChanged 15
		SP:Iteration 3Q (16787.640000 sec): 3 clusters
  Score: Raw -42998.738196 + Penalty 2018.445025 = -40980.293171
  nChanged 8
		SP:Iteration 4Q (16787.830000 sec): 3 clusters
  Score: Raw -43007.470767 + Penalty 2018.445025 = -40989.025742
  nChanged 5
		SP:Iteration 5Q (16788.020000 sec): 3 clusters
  Score: Raw -43014.275992 + Penalty 2018.445025 = -40995.830967
  nChanged 4
		SP:Iteration 6Q (16788.190000 sec): 3 clusters
  Score: Raw -43023.752978 + Penalty 2018.445025 = -41005.307953
  nChanged 1
		SP:Iteration 7Q (16788.340000 sec): 3 clusters
  Score: Raw -43025.213112 + Penalty 2018.445025 = -41006.768087
  nChanged 0
		SP:Iteration 8F (16788.480000 sec): 3 clusters
  Score: Raw -43025.213112 + Penalty 2018.445025 = -41006.768087
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16788.570000 sec): 2 clusters
  Score: Raw -31091.217097 + Penalty 997.731240 = -30093.485857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16788.660000 sec): 3 clusters
  Score: Raw -31022.426343 + Penalty 1995.462479 = -29026.963864
  nChanged 108
		SP:Iteration 1F (16788.790000 sec): 3 clusters
  Score: Raw -31174.453138 + Penalty 1995.462479 = -29178.990659
  nChanged 31
		SP:Iteration 2F (16788.940000 sec): 3 clusters
  Score: Raw -31238.750273 + Penalty 1995.462479 = -29243.287794
  nChanged 20
		SP:Iteration 3Q (16789.110000 sec): 3 clusters
  Score: Raw -31293.929348 + Penalty 1995.462479 = -29298.466868
  nChanged 18
		SP:Iteration 4Q (16789.310000 sec): 3 clusters
  Score: Raw -31335.645479 + Penalty 1995.462479 = -29340.183000
  nChanged 17
		SP:Iteration 5Q (16789.500000 sec): 3 clusters
  Score: Raw -31384.908941 + Penalty 1995.462479 = -29389.446461
  nChanged 20
		SP:Iteration 6Q (16789.670000 sec): 3 clusters
  Score: Raw -31448.145673 + Penalty 1995.462479 = -29452.683194
  nChanged 18
		SP:Iteration 7Q (16789.830000 sec): 3 clusters
  Score: Raw -31475.336576 + Penalty 1995.462479 = -29479.874097
  nChanged 8
		SP:Iteration 8Q (16789.970000 sec): 3 clusters
  Score: Raw -31503.417959 + Penalty 1995.462479 = -29507.955479
  nChanged 7
		SP:Iteration 9Q (16790.110000 sec): 3 clusters
  Score: Raw -31543.236570 + Penalty 1995.462479 = -29547.774091
  nChanged 6
		SP:Iteration 10Q (16790.270000 sec): 3 clusters
  Score: Raw -31569.837547 + Penalty 1995.462479 = -29574.375068
  nChanged 4
		SP:Iteration 11Q (16790.390000 sec): 3 clusters
  Score: Raw -31582.843612 + Penalty 1995.462479 = -29587.381132
  nChanged 5
		SP:Iteration 12Q (16790.540000 sec): 3 clusters
  Score: Raw -31595.575086 + Penalty 1995.462479 = -29600.112606
  nChanged 3
		SP:Iteration 13Q (16790.720000 sec): 3 clusters
  Score: Raw -31598.566486 + Penalty 1995.462479 = -29603.104006
  nChanged 1
		SP:Iteration 14Q (16790.890000 sec): 3 clusters
  Score: Raw -31599.339710 + Penalty 1995.462479 = -29603.877231
  nChanged 1
		SP:Iteration 15Q (16791.090000 sec): 3 clusters
  Score: Raw -31600.242472 + Penalty 1995.462479 = -29604.779992
  nChanged 0
		SP:Iteration 16F (16791.210000 sec): 3 clusters
  Score: Raw -31600.242472 + Penalty 1995.462479 = -29604.779992
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16791.280000 sec): 2 clusters
  Score: Raw -105032.702283 + Penalty 1158.119756 = -103874.582527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16791.430000 sec): 3 clusters
  Score: Raw -104544.329558 + Penalty 2316.239513 = -102228.090045
  nChanged 389
		SP:Iteration 1F (16791.610000 sec): 3 clusters
  Score: Raw -104842.135323 + Penalty 2316.239513 = -102525.895810
  nChanged 106
		SP:Iteration 2F (16791.760000 sec): 3 clusters
  Score: Raw -104972.981240 + Penalty 2316.239513 = -102656.741727
  nChanged 74
		SP:Iteration 3F (16791.900000 sec): 3 clusters
  Score: Raw -105048.160628 + Penalty 2316.239513 = -102731.921115
  nChanged 53
		SP:Iteration 4Q (16792.050000 sec): 3 clusters
  Score: Raw -105090.096091 + Penalty 2316.239513 = -102773.856578
  nChanged 24
		SP:Iteration 5Q (16792.190000 sec): 3 clusters
  Score: Raw -105105.750947 + Penalty 2316.239513 = -102789.511434
  nChanged 18
		SP:Iteration 6Q (16792.330000 sec): 3 clusters
  Score: Raw -105120.340844 + Penalty 2316.239513 = -102804.101331
  nChanged 15
		SP:Iteration 7Q (16792.530000 sec): 3 clusters
  Score: Raw -105132.588989 + Penalty 2316.239513 = -102816.349476
  nChanged 10
		SP:Iteration 8Q (16792.670000 sec): 3 clusters
  Score: Raw -105142.380777 + Penalty 2316.239513 = -102826.141264
  nChanged 6
		SP:Iteration 9Q (16792.880000 sec): 3 clusters
  Score: Raw -105147.419252 + Penalty 2316.239513 = -102831.179739
  nChanged 4
		SP:Iteration 10Q (16793.050000 sec): 3 clusters
  Score: Raw -105150.669013 + Penalty 2316.239513 = -102834.429500
  nChanged 3
		SP:Iteration 11Q (16793.190000 sec): 3 clusters
  Score: Raw -105152.318061 + Penalty 2316.239513 = -102836.078548
  nChanged 2
		SP:Iteration 12Q (16793.290000 sec): 3 clusters
  Score: Raw -105152.999190 + Penalty 2316.239513 = -102836.759677
  nChanged 2
		SP:Iteration 13Q (16793.440000 sec): 3 clusters
  Score: Raw -105155.762556 + Penalty 2316.239513 = -102839.523043
  nChanged 2
		SP:Iteration 14Q (16793.580000 sec): 3 clusters
  Score: Raw -105157.561561 + Penalty 2316.239513 = -102841.322048
  nChanged 3
		SP:Iteration 15Q (16793.720000 sec): 3 clusters
  Score: Raw -105159.070461 + Penalty 2316.239513 = -102842.830948
  nChanged 0
		SP:Iteration 16F (16793.870000 sec): 3 clusters
  Score: Raw -105159.070461 + Penalty 2316.239513 = -102842.830948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16793.940000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16794.110000 sec): 3 clusters
  Score: Raw -111575.192419 + Penalty 2360.582126 = -109214.610294
  nChanged 484
		SP:Iteration 1F (16794.340000 sec): 3 clusters
  Score: Raw -111974.466303 + Penalty 2360.582126 = -109613.884177
  nChanged 138
		SP:Iteration 2F (16794.470000 sec): 3 clusters
  Score: Raw -112115.071150 + Penalty 2360.582126 = -109754.489024
  nChanged 66
		SP:Iteration 3Q (16794.650000 sec): 3 clusters
  Score: Raw -112181.185426 + Penalty 2360.582126 = -109820.603301
  nChanged 50
		SP:Iteration 4Q (16794.800000 sec): 3 clusters
  Score: Raw -112240.659891 + Penalty 2360.582126 = -109880.077765
  nChanged 42
		SP:Iteration 5Q (16794.950000 sec): 3 clusters
  Score: Raw -112273.670778 + Penalty 2360.582126 = -109913.088652
  nChanged 39
		SP:Iteration 6Q (16795.110000 sec): 3 clusters
  Score: Raw -112317.026890 + Penalty 2360.582126 = -109956.444764
  nChanged 28
		SP:Iteration 7Q (16795.260000 sec): 3 clusters
  Score: Raw -112346.138762 + Penalty 2360.582126 = -109985.556636
  nChanged 26
		SP:Iteration 8Q (16795.460000 sec): 3 clusters
  Score: Raw -112369.893315 + Penalty 2360.582126 = -110009.311189
  nChanged 22
		SP:Iteration 9Q (16795.620000 sec): 3 clusters
  Score: Raw -112392.348435 + Penalty 2360.582126 = -110031.766309
  nChanged 25
		SP:Iteration 10Q (16795.800000 sec): 3 clusters
  Score: Raw -112411.568142 + Penalty 2360.582126 = -110050.986016
  nChanged 16
		SP:Iteration 11Q (16796.030000 sec): 3 clusters
  Score: Raw -112424.366204 + Penalty 2360.582126 = -110063.784078
  nChanged 20
		SP:Iteration 12Q (16796.180000 sec): 3 clusters
  Score: Raw -112447.728620 + Penalty 2360.582126 = -110087.146494
  nChanged 24
		SP:Iteration 13Q (16796.350000 sec): 3 clusters
  Score: Raw -112474.475784 + Penalty 2360.582126 = -110113.893659
  nChanged 28
		SP:Iteration 14Q (16796.460000 sec): 3 clusters
  Score: Raw -112504.946927 + Penalty 2360.582126 = -110144.364802
  nChanged 17
		SP:Iteration 15Q (16796.570000 sec): 3 clusters
  Score: Raw -112521.510830 + Penalty 2360.582126 = -110160.928704
  nChanged 11
		SP:Iteration 16Q (16796.720000 sec): 3 clusters
  Score: Raw -112530.412306 + Penalty 2360.582126 = -110169.830181
  nChanged 4
		SP:Iteration 17Q (16796.880000 sec): 3 clusters
  Score: Raw -112533.666675 + Penalty 2360.582126 = -110173.084549
  nChanged 6
		SP:Iteration 18Q (16797.050000 sec): 3 clusters
  Score: Raw -112537.666154 + Penalty 2360.582126 = -110177.084028
  nChanged 2
		SP:Iteration 19Q (16797.230000 sec): 3 clusters
  Score: Raw -112538.944799 + Penalty 2360.582126 = -110178.362674
  nChanged 3
		SP:Iteration 20F (16797.400000 sec): 3 clusters
  Score: Raw -112541.177270 + Penalty 2360.582126 = -110180.595144
  nChanged 4
		SP:Iteration 21Q (16797.550000 sec): 3 clusters
  Score: Raw -112542.549727 + Penalty 2360.582126 = -110181.967601
  nChanged 3
		SP:Iteration 22Q (16797.730000 sec): 3 clusters
  Score: Raw -112543.548509 + Penalty 2360.582126 = -110182.966383
  nChanged 5
		SP:Iteration 23Q (16797.910000 sec): 3 clusters
  Score: Raw -112546.152866 + Penalty 2360.582126 = -110185.570741
  nChanged 4
		SP:Iteration 24Q (16798.050000 sec): 3 clusters
  Score: Raw -112548.655295 + Penalty 2360.582126 = -110188.073170
  nChanged 2
		SP:Iteration 25Q (16798.200000 sec): 3 clusters
  Score: Raw -112550.594056 + Penalty 2360.582126 = -110190.011931
  nChanged 4
		SP:Iteration 26Q (16798.340000 sec): 3 clusters
  Score: Raw -112553.524600 + Penalty 2360.582126 = -110192.942474
  nChanged 5
		SP:Iteration 27Q (16798.520000 sec): 3 clusters
  Score: Raw -112563.329036 + Penalty 2360.582126 = -110202.746910
  nChanged 9
		SP:Iteration 28Q (16798.700000 sec): 3 clusters
  Score: Raw -112568.400397 + Penalty 2360.582126 = -110207.818271
  nChanged 6
		SP:Iteration 29Q (16798.900000 sec): 3 clusters
  Score: Raw -112572.168347 + Penalty 2360.582126 = -110211.586221
  nChanged 4
		SP:Iteration 30Q (16799.020000 sec): 3 clusters
  Score: Raw -112574.304558 + Penalty 2360.582126 = -110213.722432
  nChanged 6
		SP:Iteration 31Q (16799.150000 sec): 3 clusters
  Score: Raw -112578.574450 + Penalty 2360.582126 = -110217.992324
  nChanged 5
		SP:Iteration 32Q (16799.280000 sec): 3 clusters
  Score: Raw -112581.763888 + Penalty 2360.582126 = -110221.181763
  nChanged 3
		SP:Iteration 33Q (16799.410000 sec): 3 clusters
  Score: Raw -112583.054185 + Penalty 2360.582126 = -110222.472059
  nChanged 0
		SP:Iteration 34F (16799.530000 sec): 3 clusters
  Score: Raw -112583.054185 + Penalty 2360.582126 = -110222.472059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16799.600000 sec): 2 clusters
  Score: Raw -112604.402415 + Penalty 1198.275302 = -111406.127112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16799.730000 sec): 3 clusters
  Score: Raw -111970.563623 + Penalty 2396.550604 = -109574.013018
  nChanged 529
		SP:Iteration 1F (16799.880000 sec): 3 clusters
  Score: Raw -112357.894994 + Penalty 2396.550604 = -109961.344389
  nChanged 137
		SP:Iteration 2F (16800.070000 sec): 3 clusters
  Score: Raw -112492.396974 + Penalty 2396.550604 = -110095.846370
  nChanged 100
		SP:Iteration 3F (16800.290000 sec): 3 clusters
  Score: Raw -112597.285958 + Penalty 2396.550604 = -110200.735353
  nChanged 73
		SP:Iteration 4Q (16800.440000 sec): 3 clusters
  Score: Raw -112661.393429 + Penalty 2396.550604 = -110264.842824
  nChanged 53
		SP:Iteration 5Q (16800.560000 sec): 3 clusters
  Score: Raw -112710.119685 + Penalty 2396.550604 = -110313.569081
  nChanged 34
		SP:Iteration 6Q (16800.690000 sec): 3 clusters
  Score: Raw -112744.169014 + Penalty 2396.550604 = -110347.618409
  nChanged 31
		SP:Iteration 7Q (16800.810000 sec): 3 clusters
  Score: Raw -112774.531083 + Penalty 2396.550604 = -110377.980479
  nChanged 25
		SP:Iteration 8Q (16800.900000 sec): 3 clusters
  Score: Raw -112793.144015 + Penalty 2396.550604 = -110396.593410
  nChanged 22
		SP:Iteration 9Q (16801.060000 sec): 3 clusters
  Score: Raw -112807.366126 + Penalty 2396.550604 = -110410.815521
  nChanged 13
		SP:Iteration 10Q (16801.280000 sec): 3 clusters
  Score: Raw -112814.990456 + Penalty 2396.550604 = -110418.439852
  nChanged 9
		SP:Iteration 11Q (16801.420000 sec): 3 clusters
  Score: Raw -112820.632542 + Penalty 2396.550604 = -110424.081938
  nChanged 5
		SP:Iteration 12Q (16801.640000 sec): 3 clusters
  Score: Raw -112824.295359 + Penalty 2396.550604 = -110427.744755
  nChanged 2
		SP:Iteration 13Q (16801.750000 sec): 3 clusters
  Score: Raw -112825.357071 + Penalty 2396.550604 = -110428.806466
  nChanged 2
		SP:Iteration 14Q (16801.940000 sec): 3 clusters
  Score: Raw -112826.290174 + Penalty 2396.550604 = -110429.739570
  nChanged 1
		SP:Iteration 15Q (16802.130000 sec): 3 clusters
  Score: Raw -112826.832875 + Penalty 2396.550604 = -110430.282270
  nChanged 2
		SP:Iteration 16Q (16802.240000 sec): 3 clusters
  Score: Raw -112828.674753 + Penalty 2396.550604 = -110432.124148
  nChanged 3
		SP:Iteration 17Q (16802.380000 sec): 3 clusters
  Score: Raw -112830.669967 + Penalty 2396.550604 = -110434.119363
  nChanged 5
		SP:Iteration 18Q (16802.520000 sec): 3 clusters
  Score: Raw -112833.520224 + Penalty 2396.550604 = -110436.969620
  nChanged 4
		SP:Iteration 19Q (16802.710000 sec): 3 clusters
  Score: Raw -112835.852335 + Penalty 2396.550604 = -110439.301731
  nChanged 2
		SP:Iteration 20F (16802.850000 sec): 3 clusters
  Score: Raw -112836.996320 + Penalty 2396.550604 = -110440.445715
  nChanged 3
		SP:Iteration 21Q (16803.080000 sec): 3 clusters
  Score: Raw -112839.171065 + Penalty 2396.550604 = -110442.620460
  nChanged 3
		SP:Iteration 22Q (16803.230000 sec): 3 clusters
  Score: Raw -112840.999347 + Penalty 2396.550604 = -110444.448743
  nChanged 3
		SP:Iteration 23Q (16803.350000 sec): 3 clusters
  Score: Raw -112842.729829 + Penalty 2396.550604 = -110446.179224
  nChanged 4
		SP:Iteration 24Q (16803.490000 sec): 3 clusters
  Score: Raw -112845.218770 + Penalty 2396.550604 = -110448.668166
  nChanged 0
		SP:Iteration 25F (16803.630000 sec): 3 clusters
  Score: Raw -112845.218770 + Penalty 2396.550604 = -110448.668166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16803.710000 sec): 2 clusters
  Score: Raw -109072.675904 + Penalty 1195.187812 = -107877.488092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16803.850000 sec): 3 clusters
  Score: Raw -108485.620911 + Penalty 2390.375624 = -106095.245287
  nChanged 502
		SP:Iteration 1F (16803.990000 sec): 3 clusters
  Score: Raw -108911.183470 + Penalty 2390.375624 = -106520.807846
  nChanged 160
		SP:Iteration 2F (16804.130000 sec): 3 clusters
  Score: Raw -109127.225139 + Penalty 2390.375624 = -106736.849514
  nChanged 100
		SP:Iteration 3F (16804.320000 sec): 3 clusters
  Score: Raw -109230.098619 + Penalty 2390.375624 = -106839.722995
  nChanged 65
		SP:Iteration 4Q (16804.480000 sec): 3 clusters
  Score: Raw -109294.626196 + Penalty 2390.375624 = -106904.250572
  nChanged 45
		SP:Iteration 5Q (16804.700000 sec): 3 clusters
  Score: Raw -109349.231441 + Penalty 2390.375624 = -106958.855817
  nChanged 57
		SP:Iteration 6Q (16804.830000 sec): 3 clusters
  Score: Raw -109424.103838 + Penalty 2390.375624 = -107033.728213
  nChanged 50
		SP:Iteration 7Q (16804.960000 sec): 3 clusters
  Score: Raw -109491.159448 + Penalty 2390.375624 = -107100.783823
  nChanged 31
		SP:Iteration 8Q (16805.090000 sec): 3 clusters
  Score: Raw -109539.481216 + Penalty 2390.375624 = -107149.105592
  nChanged 29
		SP:Iteration 9Q (16805.210000 sec): 3 clusters
  Score: Raw -109573.209965 + Penalty 2390.375624 = -107182.834341
  nChanged 20
		SP:Iteration 10Q (16805.340000 sec): 3 clusters
  Score: Raw -109588.592706 + Penalty 2390.375624 = -107198.217081
  nChanged 19
		SP:Iteration 11Q (16805.470000 sec): 3 clusters
  Score: Raw -109601.814418 + Penalty 2390.375624 = -107211.438794
  nChanged 14
		SP:Iteration 12Q (16805.650000 sec): 3 clusters
  Score: Raw -109611.202221 + Penalty 2390.375624 = -107220.826596
  nChanged 9
		SP:Iteration 13Q (16805.810000 sec): 3 clusters
  Score: Raw -109617.674331 + Penalty 2390.375624 = -107227.298707
  nChanged 8
		SP:Iteration 14Q (16806.010000 sec): 3 clusters
  Score: Raw -109624.244703 + Penalty 2390.375624 = -107233.869079
  nChanged 11
		SP:Iteration 15Q (16806.250000 sec): 3 clusters
  Score: Raw -109632.183980 + Penalty 2390.375624 = -107241.808355
  nChanged 12
		SP:Iteration 16Q (16806.390000 sec): 3 clusters
  Score: Raw -109638.883711 + Penalty 2390.375624 = -107248.508087
  nChanged 7
		SP:Iteration 17Q (16806.550000 sec): 3 clusters
  Score: Raw -109643.122966 + Penalty 2390.375624 = -107252.747341
  nChanged 6
		SP:Iteration 18Q (16806.700000 sec): 3 clusters
  Score: Raw -109645.464960 + Penalty 2390.375624 = -107255.089336
  nChanged 3
		SP:Iteration 19Q (16806.850000 sec): 3 clusters
  Score: Raw -109647.627757 + Penalty 2390.375624 = -107257.252132
  nChanged 2
		SP:Iteration 20F (16806.990000 sec): 3 clusters
  Score: Raw -109649.681082 + Penalty 2390.375624 = -107259.305458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16807.080000 sec): 2 clusters
  Score: Raw -218421.265306 + Penalty 1306.990894 = -217114.274413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16807.230000 sec): 3 clusters
  Score: Raw -216908.583950 + Penalty 2613.981788 = -214294.602162
  nChanged 1211
		SP:Iteration 1F (16807.370000 sec): 3 clusters
  Score: Raw -217820.388616 + Penalty 2613.981788 = -215206.406828
  nChanged 346
		SP:Iteration 2F (16807.510000 sec): 3 clusters
  Score: Raw -218147.701256 + Penalty 2613.981788 = -215533.719469
  nChanged 226
		SP:Iteration 3F (16807.690000 sec): 3 clusters
  Score: Raw -218343.597340 + Penalty 2613.981788 = -215729.615552
  nChanged 152
		SP:Iteration 4Q (16807.880000 sec): 3 clusters
  Score: Raw -218450.682562 + Penalty 2613.981788 = -215836.700774
  nChanged 113
		SP:Iteration 5Q (16808.060000 sec): 3 clusters
  Score: Raw -218534.687494 + Penalty 2613.981788 = -215920.705706
  nChanged 89
		SP:Iteration 6Q (16808.200000 sec): 3 clusters
  Score: Raw -218599.748971 + Penalty 2613.981788 = -215985.767183
  nChanged 77
		SP:Iteration 7Q (16808.350000 sec): 3 clusters
  Score: Raw -218650.450814 + Penalty 2613.981788 = -216036.469027
  nChanged 60
		SP:Iteration 8Q (16808.490000 sec): 3 clusters
  Score: Raw -218691.541210 + Penalty 2613.981788 = -216077.559422
  nChanged 54
		SP:Iteration 9Q (16808.640000 sec): 3 clusters
  Score: Raw -218722.383867 + Penalty 2613.981788 = -216108.402079
  nChanged 42
		SP:Iteration 10Q (16808.780000 sec): 3 clusters
  Score: Raw -218745.509532 + Penalty 2613.981788 = -216131.527745
  nChanged 40
		SP:Iteration 11Q (16808.920000 sec): 3 clusters
  Score: Raw -218770.065085 + Penalty 2613.981788 = -216156.083297
  nChanged 35
		SP:Iteration 12Q (16809.080000 sec): 3 clusters
  Score: Raw -218784.294297 + Penalty 2613.981788 = -216170.312509
  nChanged 26
		SP:Iteration 13Q (16809.290000 sec): 3 clusters
  Score: Raw -218793.921284 + Penalty 2613.981788 = -216179.939496
  nChanged 22
		SP:Iteration 14Q (16809.510000 sec): 3 clusters
  Score: Raw -218803.011333 + Penalty 2613.981788 = -216189.029545
  nChanged 19
		SP:Iteration 15Q (16809.680000 sec): 3 clusters
  Score: Raw -218809.511544 + Penalty 2613.981788 = -216195.529756
  nChanged 14
		SP:Iteration 16Q (16809.810000 sec): 3 clusters
  Score: Raw -218815.286883 + Penalty 2613.981788 = -216201.305095
  nChanged 15
		SP:Iteration 17Q (16810.000000 sec): 3 clusters
  Score: Raw -218819.820046 + Penalty 2613.981788 = -216205.838258
  nChanged 11
		SP:Iteration 18Q (16810.200000 sec): 3 clusters
  Score: Raw -218823.198374 + Penalty 2613.981788 = -216209.216586
  nChanged 12
		SP:Iteration 19Q (16810.360000 sec): 3 clusters
  Score: Raw -218828.400366 + Penalty 2613.981788 = -216214.418578
  nChanged 13
		SP:Iteration 20F (16810.530000 sec): 3 clusters
  Score: Raw -218832.718212 + Penalty 2613.981788 = -216218.736425
  nChanged 17
		SP:Iteration 21Q (16810.730000 sec): 3 clusters
  Score: Raw -218838.053502 + Penalty 2613.981788 = -216224.071714
  nChanged 11
		SP:Iteration 22Q (16810.910000 sec): 3 clusters
  Score: Raw -218843.071439 + Penalty 2613.981788 = -216229.089652
  nChanged 18
		SP:Iteration 23Q (16811.100000 sec): 3 clusters
  Score: Raw -218849.803508 + Penalty 2613.981788 = -216235.821720
  nChanged 16
		SP:Iteration 24Q (16811.250000 sec): 3 clusters
  Score: Raw -218854.330835 + Penalty 2613.981788 = -216240.349048
  nChanged 11
		SP:Iteration 25Q (16811.400000 sec): 3 clusters
  Score: Raw -218857.712832 + Penalty 2613.981788 = -216243.731044
  nChanged 11
		SP:Iteration 26Q (16811.550000 sec): 3 clusters
  Score: Raw -218860.381816 + Penalty 2613.981788 = -216246.400028
  nChanged 12
		SP:Iteration 27Q (16811.680000 sec): 3 clusters
  Score: Raw -218863.908904 + Penalty 2613.981788 = -216249.927116
  nChanged 12
		SP:Iteration 28Q (16811.840000 sec): 3 clusters
  Score: Raw -218866.842009 + Penalty 2613.981788 = -216252.860221
  nChanged 11
		SP:Iteration 29Q (16811.980000 sec): 3 clusters
  Score: Raw -218870.384099 + Penalty 2613.981788 = -216256.402311
  nChanged 14
		SP:Iteration 30Q (16812.170000 sec): 3 clusters
  Score: Raw -218874.246280 + Penalty 2613.981788 = -216260.264492
  nChanged 7
		SP:Iteration 31Q (16812.380000 sec): 3 clusters
  Score: Raw -218876.596431 + Penalty 2613.981788 = -216262.614643
  nChanged 5
		SP:Iteration 32Q (16812.500000 sec): 3 clusters
  Score: Raw -218877.818911 + Penalty 2613.981788 = -216263.837123
  nChanged 4
		SP:Iteration 33Q (16812.630000 sec): 3 clusters
  Score: Raw -218878.545808 + Penalty 2613.981788 = -216264.564021
  nChanged 4
		SP:Iteration 34Q (16812.760000 sec): 3 clusters
  Score: Raw -218881.283192 + Penalty 2613.981788 = -216267.301405
  nChanged 8
		SP:Iteration 35Q (16812.890000 sec): 3 clusters
  Score: Raw -218885.319069 + Penalty 2613.981788 = -216271.337282
  nChanged 9
		SP:Iteration 36Q (16813.030000 sec): 3 clusters
  Score: Raw -218890.671857 + Penalty 2613.981788 = -216276.690069
  nChanged 10
		SP:Iteration 37Q (16813.250000 sec): 3 clusters
  Score: Raw -218894.118796 + Penalty 2613.981788 = -216280.137008
  nChanged 6
		SP:Iteration 38Q (16813.420000 sec): 3 clusters
  Score: Raw -218895.621550 + Penalty 2613.981788 = -216281.639762
  nChanged 7
		SP:Iteration 39Q (16813.640000 sec): 3 clusters
  Score: Raw -218897.895501 + Penalty 2613.981788 = -216283.913714
  nChanged 7
		SP:Iteration 40F (16813.750000 sec): 3 clusters
  Score: Raw -218900.271502 + Penalty 2613.981788 = -216286.289714
  nChanged 8
		SP:Iteration 41Q (16813.890000 sec): 3 clusters
  Score: Raw -218904.333635 + Penalty 2613.981788 = -216290.351848
  nChanged 9
		SP:Iteration 42Q (16814.070000 sec): 3 clusters
  Score: Raw -218907.728502 + Penalty 2613.981788 = -216293.746714
  nChanged 10
		SP:Iteration 43Q (16814.250000 sec): 3 clusters
  Score: Raw -218910.555826 + Penalty 2613.981788 = -216296.574038
  nChanged 2
		SP:Iteration 44Q (16814.370000 sec): 3 clusters
  Score: Raw -218911.439611 + Penalty 2613.981788 = -216297.457824
  nChanged 2
		SP:Iteration 45Q (16814.480000 sec): 3 clusters
  Score: Raw -218911.632771 + Penalty 2613.981788 = -216297.650984
  nChanged 1
		SP:Iteration 46Q (16814.650000 sec): 3 clusters
  Score: Raw -218911.881576 + Penalty 2613.981788 = -216297.899788
  nChanged 1
		SP:Iteration 47Q (16814.850000 sec): 3 clusters
  Score: Raw -218912.178943 + Penalty 2613.981788 = -216298.197155
  nChanged 1
		SP:Iteration 48Q (16815.010000 sec): 3 clusters
  Score: Raw -218912.619918 + Penalty 2613.981788 = -216298.638130
  nChanged 1
		SP:Iteration 49Q (16815.160000 sec): 3 clusters
  Score: Raw -218912.977785 + Penalty 2613.981788 = -216298.995997
  nChanged 0
		SP:Iteration 50F (16815.320000 sec): 3 clusters
  Score: Raw -218912.977785 + Penalty 2613.981788 = -216298.995997
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16815.400000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16815.530000 sec): 3 clusters
  Score: Raw -35431.662091 + Penalty 1975.978288 = -33455.683803
  nChanged 103
		SP:Iteration 1F (16815.650000 sec): 3 clusters
  Score: Raw -35576.804990 + Penalty 1975.978288 = -33600.826702
  nChanged 23
		SP:Iteration 2F (16815.790000 sec): 3 clusters
  Score: Raw -35617.982784 + Penalty 1975.978288 = -33642.004495
  nChanged 9
		SP:Iteration 3Q (16815.950000 sec): 3 clusters
  Score: Raw -35636.842549 + Penalty 1975.978288 = -33660.864261
  nChanged 9
		SP:Iteration 4Q (16816.090000 sec): 3 clusters
  Score: Raw -35652.244101 + Penalty 1975.978288 = -33676.265813
  nChanged 3
		SP:Iteration 5Q (16816.220000 sec): 3 clusters
  Score: Raw -35658.578162 + Penalty 1975.978288 = -33682.599874
  nChanged 2
		SP:Iteration 6Q (16816.390000 sec): 3 clusters
  Score: Raw -35662.442659 + Penalty 1975.978288 = -33686.464371
  nChanged 0
		SP:Iteration 7F (16816.520000 sec): 3 clusters
  Score: Raw -35662.442659 + Penalty 1975.978288 = -33686.464371
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16816.570000 sec): 2 clusters
  Score: Raw -220362.147571 + Penalty 1281.060033 = -219081.087538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16816.700000 sec): 3 clusters
  Score: Raw -219171.645194 + Penalty 2562.120065 = -216609.525129
  nChanged 1024
		SP:Iteration 1F (16816.890000 sec): 3 clusters
  Score: Raw -219858.006733 + Penalty 2562.120065 = -217295.886668
  nChanged 253
		SP:Iteration 2F (16817.080000 sec): 3 clusters
  Score: Raw -220070.974605 + Penalty 2562.120065 = -217508.854540
  nChanged 177
		SP:Iteration 3F (16817.240000 sec): 3 clusters
  Score: Raw -220192.830596 + Penalty 2562.120065 = -217630.710531
  nChanged 118
		SP:Iteration 4Q (16817.450000 sec): 3 clusters
  Score: Raw -220271.255324 + Penalty 2562.120065 = -217709.135259
  nChanged 76
		SP:Iteration 5Q (16817.640000 sec): 3 clusters
  Score: Raw -220310.288156 + Penalty 2562.120065 = -217748.168091
  nChanged 59
		SP:Iteration 6Q (16817.810000 sec): 3 clusters
  Score: Raw -220344.049247 + Penalty 2562.120065 = -217781.929181
  nChanged 54
		SP:Iteration 7Q (16817.960000 sec): 3 clusters
  Score: Raw -220374.425460 + Penalty 2562.120065 = -217812.305395
  nChanged 58
		SP:Iteration 8Q (16818.150000 sec): 3 clusters
  Score: Raw -220413.448907 + Penalty 2562.120065 = -217851.328842
  nChanged 57
		SP:Iteration 9Q (16818.290000 sec): 3 clusters
  Score: Raw -220451.610887 + Penalty 2562.120065 = -217889.490822
  nChanged 60
		SP:Iteration 10Q (16818.410000 sec): 3 clusters
  Score: Raw -220489.500608 + Penalty 2562.120065 = -217927.380543
  nChanged 55
		SP:Iteration 11Q (16818.530000 sec): 3 clusters
  Score: Raw -220526.672356 + Penalty 2562.120065 = -217964.552291
  nChanged 44
		SP:Iteration 12Q (16818.660000 sec): 3 clusters
  Score: Raw -220556.813599 + Penalty 2562.120065 = -217994.693534
  nChanged 37
		SP:Iteration 13Q (16818.860000 sec): 3 clusters
  Score: Raw -220577.289285 + Penalty 2562.120065 = -218015.169220
  nChanged 30
		SP:Iteration 14Q (16819.050000 sec): 3 clusters
  Score: Raw -220590.482721 + Penalty 2562.120065 = -218028.362656
  nChanged 16
		SP:Iteration 15Q (16819.220000 sec): 3 clusters
  Score: Raw -220597.933180 + Penalty 2562.120065 = -218035.813114
  nChanged 14
		SP:Iteration 16Q (16819.380000 sec): 3 clusters
  Score: Raw -220604.251824 + Penalty 2562.120065 = -218042.131759
  nChanged 15
		SP:Iteration 17Q (16819.530000 sec): 3 clusters
  Score: Raw -220609.586105 + Penalty 2562.120065 = -218047.466040
  nChanged 4
		SP:Iteration 18Q (16819.670000 sec): 3 clusters
  Score: Raw -220611.675324 + Penalty 2562.120065 = -218049.555259
  nChanged 7
		SP:Iteration 19Q (16819.840000 sec): 3 clusters
  Score: Raw -220615.294068 + Penalty 2562.120065 = -218053.174003
  nChanged 10
		SP:Iteration 20F (16820.050000 sec): 3 clusters
  Score: Raw -220619.466264 + Penalty 2562.120065 = -218057.346199
  nChanged 14
		SP:Iteration 21Q (16820.190000 sec): 3 clusters
  Score: Raw -220624.600373 + Penalty 2562.120065 = -218062.480308
  nChanged 7
		SP:Iteration 22Q (16820.400000 sec): 3 clusters
  Score: Raw -220627.732187 + Penalty 2562.120065 = -218065.612122
  nChanged 8
		SP:Iteration 23Q (16820.610000 sec): 3 clusters
  Score: Raw -220631.291447 + Penalty 2562.120065 = -218069.171382
  nChanged 11
		SP:Iteration 24Q (16820.790000 sec): 3 clusters
  Score: Raw -220636.920757 + Penalty 2562.120065 = -218074.800692
  nChanged 10
		SP:Iteration 25Q (16820.980000 sec): 3 clusters
  Score: Raw -220639.026059 + Penalty 2562.120065 = -218076.905994
  nChanged 2
		SP:Iteration 26Q (16821.110000 sec): 3 clusters
  Score: Raw -220639.683262 + Penalty 2562.120065 = -218077.563197
  nChanged 3
		SP:Iteration 27Q (16821.260000 sec): 3 clusters
  Score: Raw -220641.357801 + Penalty 2562.120065 = -218079.237736
  nChanged 4
		SP:Iteration 28Q (16821.400000 sec): 3 clusters
  Score: Raw -220642.299529 + Penalty 2562.120065 = -218080.179464
  nChanged 1
		SP:Iteration 29Q (16821.540000 sec): 3 clusters
  Score: Raw -220642.674643 + Penalty 2562.120065 = -218080.554578
  nChanged 2
		SP:Iteration 30Q (16821.690000 sec): 3 clusters
  Score: Raw -220643.152772 + Penalty 2562.120065 = -218081.032706
  nChanged 3
		SP:Iteration 31Q (16821.830000 sec): 3 clusters
  Score: Raw -220643.638966 + Penalty 2562.120065 = -218081.518901
  nChanged 4
		SP:Iteration 32Q (16821.980000 sec): 3 clusters
  Score: Raw -220645.654307 + Penalty 2562.120065 = -218083.534242
  nChanged 5
		SP:Iteration 33Q (16822.130000 sec): 3 clusters
  Score: Raw -220647.646961 + Penalty 2562.120065 = -218085.526896
  nChanged 6
		SP:Iteration 34Q (16822.360000 sec): 3 clusters
  Score: Raw -220650.604814 + Penalty 2562.120065 = -218088.484749
  nChanged 5
		SP:Iteration 35Q (16822.560000 sec): 3 clusters
  Score: Raw -220651.698914 + Penalty 2562.120065 = -218089.578848
  nChanged 2
		SP:Iteration 36Q (16822.700000 sec): 3 clusters
  Score: Raw -220652.199001 + Penalty 2562.120065 = -218090.078936
  nChanged 2
		SP:Iteration 37Q (16822.890000 sec): 3 clusters
  Score: Raw -220653.234076 + Penalty 2562.120065 = -218091.114011
  nChanged 5
		SP:Iteration 38Q (16823.000000 sec): 3 clusters
  Score: Raw -220654.725048 + Penalty 2562.120065 = -218092.604983
  nChanged 4
		SP:Iteration 39Q (16823.100000 sec): 3 clusters
  Score: Raw -220656.173877 + Penalty 2562.120065 = -218094.053812
  nChanged 2
		SP:Iteration 40F (16823.280000 sec): 3 clusters
  Score: Raw -220656.496572 + Penalty 2562.120065 = -218094.376507
  nChanged 1
		SP:Iteration 41Q (16823.480000 sec): 3 clusters
  Score: Raw -220656.883751 + Penalty 2562.120065 = -218094.763686
  nChanged 1
		SP:Iteration 42Q (16823.700000 sec): 3 clusters
  Score: Raw -220657.072276 + Penalty 2562.120065 = -218094.952211
  nChanged 0
		SP:Iteration 43F (16823.900000 sec): 3 clusters
  Score: Raw -220657.072276 + Penalty 2562.120065 = -218094.952211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16823.960000 sec): 2 clusters
  Score: Raw -361588.933783 + Penalty 1370.494382 = -360218.439401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16824.160000 sec): 3 clusters
  Score: Raw -359219.581860 + Penalty 2740.988764 = -356478.593096
  nChanged 1854
		SP:Iteration 1F (16824.370000 sec): 3 clusters
  Score: Raw -360276.151689 + Penalty 2740.988764 = -357535.162925
  nChanged 393
		SP:Iteration 2F (16824.490000 sec): 3 clusters
  Score: Raw -360532.431496 + Penalty 2740.988764 = -357791.442732
  nChanged 300
		SP:Iteration 3F (16824.620000 sec): 3 clusters
  Score: Raw -360750.821072 + Penalty 2740.988764 = -358009.832307
  nChanged 275
		SP:Iteration 4F (16824.740000 sec): 3 clusters
  Score: Raw -360952.244942 + Penalty 2740.988764 = -358211.256178
  nChanged 235
		SP:Iteration 5F (16824.870000 sec): 3 clusters
  Score: Raw -361101.322892 + Penalty 2740.988764 = -358360.334128
  nChanged 192
		SP:Iteration 6Q (16825.000000 sec): 3 clusters
  Score: Raw -361220.051835 + Penalty 2740.988764 = -358479.063070
  nChanged 148
		SP:Iteration 7Q (16825.150000 sec): 3 clusters
  Score: Raw -361297.155555 + Penalty 2740.988764 = -358556.166791
  nChanged 121
		SP:Iteration 8Q (16825.350000 sec): 3 clusters
  Score: Raw -361365.934394 + Penalty 2740.988764 = -358624.945630
  nChanged 107
		SP:Iteration 9Q (16825.560000 sec): 3 clusters
  Score: Raw -361425.552577 + Penalty 2740.988764 = -358684.563813
  nChanged 93
		SP:Iteration 10Q (16825.700000 sec): 3 clusters
  Score: Raw -361464.265003 + Penalty 2740.988764 = -358723.276239
  nChanged 68
		SP:Iteration 11Q (16825.840000 sec): 3 clusters
  Score: Raw -361495.651108 + Penalty 2740.988764 = -358754.662344
  nChanged 58
		SP:Iteration 12Q (16825.980000 sec): 3 clusters
  Score: Raw -361516.476864 + Penalty 2740.988764 = -358775.488099
  nChanged 38
		SP:Iteration 13Q (16826.130000 sec): 3 clusters
  Score: Raw -361532.656478 + Penalty 2740.988764 = -358791.667714
  nChanged 45
		SP:Iteration 14Q (16826.270000 sec): 3 clusters
  Score: Raw -361548.401444 + Penalty 2740.988764 = -358807.412680
  nChanged 37
		SP:Iteration 15Q (16826.420000 sec): 3 clusters
  Score: Raw -361561.953450 + Penalty 2740.988764 = -358820.964686
  nChanged 41
		SP:Iteration 16Q (16826.620000 sec): 3 clusters
  Score: Raw -361575.116356 + Penalty 2740.988764 = -358834.127592
  nChanged 28
		SP:Iteration 17Q (16826.800000 sec): 3 clusters
  Score: Raw -361582.122623 + Penalty 2740.988764 = -358841.133858
  nChanged 18
		SP:Iteration 18Q (16827.050000 sec): 3 clusters
  Score: Raw -361589.996227 + Penalty 2740.988764 = -358849.007462
  nChanged 25
		SP:Iteration 19Q (16827.220000 sec): 3 clusters
  Score: Raw -361600.088496 + Penalty 2740.988764 = -358859.099732
  nChanged 19
		SP:Iteration 20F (16827.360000 sec): 3 clusters
  Score: Raw -361610.790752 + Penalty 2740.988764 = -358869.801988
  nChanged 28
		SP:Iteration 21Q (16827.500000 sec): 3 clusters
  Score: Raw -361622.365317 + Penalty 2740.988764 = -358881.376553
  nChanged 31
		SP:Iteration 22Q (16827.660000 sec): 3 clusters
  Score: Raw -361634.497455 + Penalty 2740.988764 = -358893.508691
  nChanged 35
		SP:Iteration 23Q (16827.840000 sec): 3 clusters
  Score: Raw -361647.658479 + Penalty 2740.988764 = -358906.669715
  nChanged 22
		SP:Iteration 24Q (16828.040000 sec): 3 clusters
  Score: Raw -361655.058802 + Penalty 2740.988764 = -358914.070037
  nChanged 21
		SP:Iteration 25Q (16828.170000 sec): 3 clusters
  Score: Raw -361662.291954 + Penalty 2740.988764 = -358921.303189
  nChanged 16
		SP:Iteration 26Q (16828.340000 sec): 3 clusters
  Score: Raw -361666.758983 + Penalty 2740.988764 = -358925.770219
  nChanged 10
		SP:Iteration 27Q (16828.600000 sec): 3 clusters
  Score: Raw -361669.764260 + Penalty 2740.988764 = -358928.775496
  nChanged 7
		SP:Iteration 28Q (16828.740000 sec): 3 clusters
  Score: Raw -361671.669082 + Penalty 2740.988764 = -358930.680317
  nChanged 10
		SP:Iteration 29Q (16828.900000 sec): 3 clusters
  Score: Raw -361673.786401 + Penalty 2740.988764 = -358932.797636
  nChanged 8
		SP:Iteration 30Q (16829.040000 sec): 3 clusters
  Score: Raw -361676.681425 + Penalty 2740.988764 = -358935.692661
  nChanged 13
		SP:Iteration 31Q (16829.200000 sec): 3 clusters
  Score: Raw -361680.695660 + Penalty 2740.988764 = -358939.706896
  nChanged 13
		SP:Iteration 32Q (16829.340000 sec): 3 clusters
  Score: Raw -361686.226554 + Penalty 2740.988764 = -358945.237789
  nChanged 18
		SP:Iteration 33Q (16829.460000 sec): 3 clusters
  Score: Raw -361692.239703 + Penalty 2740.988764 = -358951.250938
  nChanged 15
		SP:Iteration 34Q (16829.590000 sec): 3 clusters
  Score: Raw -361695.885128 + Penalty 2740.988764 = -358954.896364
  nChanged 8
		SP:Iteration 35Q (16829.780000 sec): 3 clusters
  Score: Raw -361698.322396 + Penalty 2740.988764 = -358957.333632
  nChanged 13
		SP:Iteration 36Q (16829.950000 sec): 3 clusters
  Score: Raw -361702.134660 + Penalty 2740.988764 = -358961.145896
  nChanged 11
		SP:Iteration 37Q (16830.160000 sec): 3 clusters
  Score: Raw -361706.917623 + Penalty 2740.988764 = -358965.928859
  nChanged 9
		SP:Iteration 38Q (16830.340000 sec): 3 clusters
  Score: Raw -361709.855274 + Penalty 2740.988764 = -358968.866510
  nChanged 10
		SP:Iteration 39Q (16830.460000 sec): 3 clusters
  Score: Raw -361714.159342 + Penalty 2740.988764 = -358973.170578
  nChanged 11
		SP:Iteration 40F (16830.570000 sec): 3 clusters
  Score: Raw -361718.487630 + Penalty 2740.988764 = -358977.498866
  nChanged 15
		SP:Iteration 41Q (16830.770000 sec): 3 clusters
  Score: Raw -361725.892961 + Penalty 2740.988764 = -358984.904197
  nChanged 19
		SP:Iteration 42Q (16830.980000 sec): 3 clusters
  Score: Raw -361733.652243 + Penalty 2740.988764 = -358992.663479
  nChanged 10
		SP:Iteration 43Q (16831.140000 sec): 3 clusters
  Score: Raw -361736.800601 + Penalty 2740.988764 = -358995.811837
  nChanged 6
		SP:Iteration 44Q (16831.280000 sec): 3 clusters
  Score: Raw -361738.246053 + Penalty 2740.988764 = -358997.257289
  nChanged 9
		SP:Iteration 45Q (16831.410000 sec): 3 clusters
  Score: Raw -361741.067802 + Penalty 2740.988764 = -359000.079038
  nChanged 6
		SP:Iteration 46Q (16831.590000 sec): 3 clusters
  Score: Raw -361742.511691 + Penalty 2740.988764 = -359001.522927
  nChanged 5
		SP:Iteration 47Q (16831.770000 sec): 3 clusters
  Score: Raw -361744.200243 + Penalty 2740.988764 = -359003.211479
  nChanged 6
		SP:Iteration 48Q (16831.960000 sec): 3 clusters
  Score: Raw -361746.168807 + Penalty 2740.988764 = -359005.180042
  nChanged 5
		SP:Iteration 49Q (16832.160000 sec): 3 clusters
  Score: Raw -361747.468133 + Penalty 2740.988764 = -359006.479369
  nChanged 6
		SP:Iteration 50Q (16832.310000 sec): 3 clusters
  Score: Raw -361749.528002 + Penalty 2740.988764 = -359008.539238
  nChanged 4
		SP:Iteration 51Q (16832.460000 sec): 3 clusters
  Score: Raw -361750.364175 + Penalty 2740.988764 = -359009.375411
  nChanged 5
		SP:Iteration 52Q (16832.600000 sec): 3 clusters
  Score: Raw -361751.306472 + Penalty 2740.988764 = -359010.317708
  nChanged 3
		SP:Iteration 53Q (16832.810000 sec): 3 clusters
  Score: Raw -361752.029414 + Penalty 2740.988764 = -359011.040650
  nChanged 0
		SP:Iteration 54F (16833.020000 sec): 3 clusters
  Score: Raw -361752.029414 + Penalty 2740.988764 = -359011.040650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16833.090000 sec): 2 clusters
  Score: Raw -43140.780982 + Penalty 1064.550554 = -42076.230428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16833.300000 sec): 3 clusters
  Score: Raw -43021.386151 + Penalty 2129.101109 = -40892.285042
  nChanged 193
		SP:Iteration 1F (16833.480000 sec): 3 clusters
  Score: Raw -43355.137733 + Penalty 2129.101109 = -41226.036624
  nChanged 67
		SP:Iteration 2F (16833.620000 sec): 3 clusters
  Score: Raw -43474.657346 + Penalty 2129.101109 = -41345.556238
  nChanged 20
		SP:Iteration 3Q (16833.790000 sec): 3 clusters
  Score: Raw -43510.213024 + Penalty 2129.101109 = -41381.111915
  nChanged 9
		SP:Iteration 4Q (16833.930000 sec): 3 clusters
  Score: Raw -43524.014173 + Penalty 2129.101109 = -41394.913064
  nChanged 8
		SP:Iteration 5Q (16834.070000 sec): 3 clusters
  Score: Raw -43535.180591 + Penalty 2129.101109 = -41406.079483
  nChanged 4
		SP:Iteration 6Q (16834.210000 sec): 3 clusters
  Score: Raw -43542.473172 + Penalty 2129.101109 = -41413.372063
  nChanged 3
		SP:Iteration 7Q (16834.420000 sec): 3 clusters
  Score: Raw -43545.353367 + Penalty 2129.101109 = -41416.252258
  nChanged 4
		SP:Iteration 8Q (16834.570000 sec): 3 clusters
  Score: Raw -43549.941196 + Penalty 2129.101109 = -41420.840087
  nChanged 4
		SP:Iteration 9Q (16834.770000 sec): 3 clusters
  Score: Raw -43556.299655 + Penalty 2129.101109 = -41427.198546
  nChanged 4
		SP:Iteration 10Q (16834.940000 sec): 3 clusters
  Score: Raw -43560.936178 + Penalty 2129.101109 = -41431.835069
  nChanged 3
		SP:Iteration 11Q (16835.100000 sec): 3 clusters
  Score: Raw -43565.111815 + Penalty 2129.101109 = -41436.010706
  nChanged 3
		SP:Iteration 12Q (16835.300000 sec): 3 clusters
  Score: Raw -43569.267350 + Penalty 2129.101109 = -41440.166241
  nChanged 6
		SP:Iteration 13Q (16835.450000 sec): 3 clusters
  Score: Raw -43579.028789 + Penalty 2129.101109 = -41449.927680
  nChanged 3
		SP:Iteration 14Q (16835.600000 sec): 3 clusters
  Score: Raw -43582.723244 + Penalty 2129.101109 = -41453.622135
  nChanged 7
		SP:Iteration 15Q (16835.720000 sec): 3 clusters
  Score: Raw -43594.800584 + Penalty 2129.101109 = -41465.699475
  nChanged 9
		SP:Iteration 16Q (16835.840000 sec): 3 clusters
  Score: Raw -43612.900053 + Penalty 2129.101109 = -41483.798945
  nChanged 9
		SP:Iteration 17Q (16835.980000 sec): 3 clusters
  Score: Raw -43628.214802 + Penalty 2129.101109 = -41499.113693
  nChanged 5
		SP:Iteration 18Q (16836.170000 sec): 3 clusters
  Score: Raw -43634.674027 + Penalty 2129.101109 = -41505.572918
  nChanged 5
		SP:Iteration 19Q (16836.280000 sec): 3 clusters
  Score: Raw -43644.773475 + Penalty 2129.101109 = -41515.672366
  nChanged 2
		SP:Iteration 20F (16836.470000 sec): 3 clusters
  Score: Raw -43647.697082 + Penalty 2129.101109 = -41518.595973
  nChanged 1
		SP:Iteration 21Q (16836.620000 sec): 3 clusters
  Score: Raw -43648.433306 + Penalty 2129.101109 = -41519.332197
  nChanged 0
		SP:Iteration 22F (16836.800000 sec): 3 clusters
  Score: Raw -43648.433306 + Penalty 2129.101109 = -41519.332197
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16836.860000 sec): 2 clusters
  Score: Raw -156963.137769 + Penalty 1217.120271 = -155746.017498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16837.020000 sec): 3 clusters
  Score: Raw -156200.116878 + Penalty 2434.240542 = -153765.876336
  nChanged 588
		SP:Iteration 1F (16837.200000 sec): 3 clusters
  Score: Raw -156585.857708 + Penalty 2434.240542 = -154151.617166
  nChanged 150
		SP:Iteration 2F (16837.410000 sec): 3 clusters
  Score: Raw -156685.741920 + Penalty 2434.240542 = -154251.501378
  nChanged 75
		SP:Iteration 3Q (16837.610000 sec): 3 clusters
  Score: Raw -156734.178469 + Penalty 2434.240542 = -154299.937927
  nChanged 52
		SP:Iteration 4Q (16837.730000 sec): 3 clusters
  Score: Raw -156769.956350 + Penalty 2434.240542 = -154335.715807
  nChanged 38
		SP:Iteration 5Q (16837.950000 sec): 3 clusters
  Score: Raw -156794.531291 + Penalty 2434.240542 = -154360.290749
  nChanged 18
		SP:Iteration 6Q (16838.130000 sec): 3 clusters
  Score: Raw -156806.310441 + Penalty 2434.240542 = -154372.069899
  nChanged 17
		SP:Iteration 7Q (16838.290000 sec): 3 clusters
  Score: Raw -156816.192489 + Penalty 2434.240542 = -154381.951947
  nChanged 13
		SP:Iteration 8Q (16838.470000 sec): 3 clusters
  Score: Raw -156822.224275 + Penalty 2434.240542 = -154387.983733
  nChanged 15
		SP:Iteration 9Q (16838.620000 sec): 3 clusters
  Score: Raw -156829.239006 + Penalty 2434.240542 = -154394.998464
  nChanged 13
		SP:Iteration 10Q (16838.780000 sec): 3 clusters
  Score: Raw -156836.678804 + Penalty 2434.240542 = -154402.438261
  nChanged 11
		SP:Iteration 11Q (16838.940000 sec): 3 clusters
  Score: Raw -156842.974309 + Penalty 2434.240542 = -154408.733767
  nChanged 10
		SP:Iteration 12Q (16839.160000 sec): 3 clusters
  Score: Raw -156847.561848 + Penalty 2434.240542 = -154413.321306
  nChanged 6
		SP:Iteration 13Q (16839.350000 sec): 3 clusters
  Score: Raw -156851.029884 + Penalty 2434.240542 = -154416.789342
  nChanged 5
		SP:Iteration 14Q (16839.500000 sec): 3 clusters
  Score: Raw -156853.769209 + Penalty 2434.240542 = -154419.528667
  nChanged 9
		SP:Iteration 15Q (16839.650000 sec): 3 clusters
  Score: Raw -156859.879995 + Penalty 2434.240542 = -154425.639453
  nChanged 8
		SP:Iteration 16Q (16839.860000 sec): 3 clusters
  Score: Raw -156866.904496 + Penalty 2434.240542 = -154432.663953
  nChanged 16
		SP:Iteration 17Q (16840.050000 sec): 3 clusters
  Score: Raw -156876.516401 + Penalty 2434.240542 = -154442.275859
  nChanged 12
		SP:Iteration 18Q (16840.180000 sec): 3 clusters
  Score: Raw -156883.142736 + Penalty 2434.240542 = -154448.902194
  nChanged 11
		SP:Iteration 19Q (16840.340000 sec): 3 clusters
  Score: Raw -156888.822946 + Penalty 2434.240542 = -154454.582403
  nChanged 8
		SP:Iteration 20F (16840.540000 sec): 3 clusters
  Score: Raw -156892.806788 + Penalty 2434.240542 = -154458.566245
  nChanged 8
		SP:Iteration 21Q (16840.690000 sec): 3 clusters
  Score: Raw -156897.144730 + Penalty 2434.240542 = -154462.904188
  nChanged 5
		SP:Iteration 22Q (16840.840000 sec): 3 clusters
  Score: Raw -156899.303096 + Penalty 2434.240542 = -154465.062554
  nChanged 2
		SP:Iteration 23Q (16841.030000 sec): 3 clusters
  Score: Raw -156899.830099 + Penalty 2434.240542 = -154465.589557
  nChanged 2
		SP:Iteration 24Q (16841.180000 sec): 3 clusters
  Score: Raw -156901.418631 + Penalty 2434.240542 = -154467.178089
  nChanged 1
		SP:Iteration 25Q (16841.300000 sec): 3 clusters
  Score: Raw -156901.749885 + Penalty 2434.240542 = -154467.509342
  nChanged 1
		SP:Iteration 26Q (16841.460000 sec): 3 clusters
  Score: Raw -156902.072201 + Penalty 2434.240542 = -154467.831659
  nChanged 1
		SP:Iteration 27Q (16841.610000 sec): 3 clusters
  Score: Raw -156902.438588 + Penalty 2434.240542 = -154468.198046
  nChanged 0
		SP:Iteration 28F (16841.800000 sec): 3 clusters
  Score: Raw -156902.438588 + Penalty 2434.240542 = -154468.198046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16841.900000 sec): 2 clusters
  Score: Raw -82005.891327 + Penalty 1123.158936 = -80882.732390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16842.070000 sec): 3 clusters
  Score: Raw -81695.711333 + Penalty 2246.317873 = -79449.393460
  nChanged 297
		SP:Iteration 1F (16842.200000 sec): 3 clusters
  Score: Raw -81980.854733 + Penalty 2246.317873 = -79734.536860
  nChanged 78
		SP:Iteration 2F (16842.380000 sec): 3 clusters
  Score: Raw -82079.282723 + Penalty 2246.317873 = -79832.964851
  nChanged 43
		SP:Iteration 3Q (16842.540000 sec): 3 clusters
  Score: Raw -82133.626469 + Penalty 2246.317873 = -79887.308596
  nChanged 30
		SP:Iteration 4Q (16842.740000 sec): 3 clusters
  Score: Raw -82166.141591 + Penalty 2246.317873 = -79919.823718
  nChanged 20
		SP:Iteration 5Q (16842.940000 sec): 3 clusters
  Score: Raw -82184.773387 + Penalty 2246.317873 = -79938.455514
  nChanged 16
		SP:Iteration 6Q (16843.070000 sec): 3 clusters
  Score: Raw -82200.942073 + Penalty 2246.317873 = -79954.624201
  nChanged 12
		SP:Iteration 7Q (16843.240000 sec): 3 clusters
  Score: Raw -82210.290587 + Penalty 2246.317873 = -79963.972715
  nChanged 7
		SP:Iteration 8Q (16843.430000 sec): 3 clusters
  Score: Raw -82217.186924 + Penalty 2246.317873 = -79970.869051
  nChanged 7
		SP:Iteration 9Q (16843.610000 sec): 3 clusters
  Score: Raw -82223.252779 + Penalty 2246.317873 = -79976.934906
  nChanged 5
		SP:Iteration 10Q (16843.830000 sec): 3 clusters
  Score: Raw -82226.169882 + Penalty 2246.317873 = -79979.852010
  nChanged 2
		SP:Iteration 11Q (16843.990000 sec): 3 clusters
  Score: Raw -82227.581569 + Penalty 2246.317873 = -79981.263697
  nChanged 3
		SP:Iteration 12Q (16844.140000 sec): 3 clusters
  Score: Raw -82230.099753 + Penalty 2246.317873 = -79983.781881
  nChanged 2
		SP:Iteration 13Q (16844.320000 sec): 3 clusters
  Score: Raw -82231.340541 + Penalty 2246.317873 = -79985.022669
  nChanged 4
		SP:Iteration 14Q (16844.470000 sec): 3 clusters
  Score: Raw -82236.037271 + Penalty 2246.317873 = -79989.719399
  nChanged 6
		SP:Iteration 15Q (16844.620000 sec): 3 clusters
  Score: Raw -82239.950052 + Penalty 2246.317873 = -79993.632180
  nChanged 3
		SP:Iteration 16Q (16844.810000 sec): 3 clusters
  Score: Raw -82242.811667 + Penalty 2246.317873 = -79996.493794
  nChanged 3
		SP:Iteration 17Q (16845.010000 sec): 3 clusters
  Score: Raw -82244.491913 + Penalty 2246.317873 = -79998.174040
  nChanged 5
		SP:Iteration 18Q (16845.170000 sec): 3 clusters
  Score: Raw -82251.147424 + Penalty 2246.317873 = -80004.829552
  nChanged 5
		SP:Iteration 19Q (16845.310000 sec): 3 clusters
  Score: Raw -82257.195500 + Penalty 2246.317873 = -80010.877628
  nChanged 9
		SP:Iteration 20F (16845.490000 sec): 3 clusters
  Score: Raw -82267.441586 + Penalty 2246.317873 = -80021.123713
  nChanged 9
		SP:Iteration 21Q (16845.680000 sec): 3 clusters
  Score: Raw -82272.675901 + Penalty 2246.317873 = -80026.358028
  nChanged 3
		SP:Iteration 22Q (16845.870000 sec): 3 clusters
  Score: Raw -82273.792891 + Penalty 2246.317873 = -80027.475018
  nChanged 3
		SP:Iteration 23Q (16846.080000 sec): 3 clusters
  Score: Raw -82274.744696 + Penalty 2246.317873 = -80028.426823
  nChanged 1
		SP:Iteration 24Q (16846.230000 sec): 3 clusters
  Score: Raw -82275.593298 + Penalty 2246.317873 = -80029.275426
  nChanged 0
		SP:Iteration 25F (16846.410000 sec): 3 clusters
  Score: Raw -82275.593298 + Penalty 2246.317873 = -80029.275426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16846.530000 sec): 2 clusters
  Score: Raw -61695.796512 + Penalty 1108.075161 = -60587.721351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16846.670000 sec): 3 clusters
  Score: Raw -61447.525444 + Penalty 2216.150321 = -59231.375122
  nChanged 282
		SP:Iteration 1F (16846.860000 sec): 3 clusters
  Score: Raw -61758.762173 + Penalty 2216.150321 = -59542.611852
  nChanged 68
		SP:Iteration 2F (16847.010000 sec): 3 clusters
  Score: Raw -61846.402309 + Penalty 2216.150321 = -59630.251988
  nChanged 51
		SP:Iteration 3F (16847.190000 sec): 3 clusters
  Score: Raw -61907.636500 + Penalty 2216.150321 = -59691.486179
  nChanged 34
		SP:Iteration 4Q (16847.350000 sec): 3 clusters
  Score: Raw -61954.384065 + Penalty 2216.150321 = -59738.233744
  nChanged 26
		SP:Iteration 5Q (16847.530000 sec): 3 clusters
  Score: Raw -61982.673409 + Penalty 2216.150321 = -59766.523088
  nChanged 24
		SP:Iteration 6Q (16847.690000 sec): 3 clusters
  Score: Raw -62013.702284 + Penalty 2216.150321 = -59797.551963
  nChanged 18
		SP:Iteration 7Q (16847.870000 sec): 3 clusters
  Score: Raw -62033.850210 + Penalty 2216.150321 = -59817.699889
  nChanged 16
		SP:Iteration 8Q (16848.070000 sec): 3 clusters
  Score: Raw -62058.743385 + Penalty 2216.150321 = -59842.593064
  nChanged 21
		SP:Iteration 9Q (16848.220000 sec): 3 clusters
  Score: Raw -62087.328086 + Penalty 2216.150321 = -59871.177765
  nChanged 14
		SP:Iteration 10Q (16848.370000 sec): 3 clusters
  Score: Raw -62101.072242 + Penalty 2216.150321 = -59884.921921
  nChanged 10
		SP:Iteration 11Q (16848.550000 sec): 3 clusters
  Score: Raw -62112.620697 + Penalty 2216.150321 = -59896.470376
  nChanged 13
		SP:Iteration 12Q (16848.720000 sec): 3 clusters
  Score: Raw -62121.643222 + Penalty 2216.150321 = -59905.492901
  nChanged 7
		SP:Iteration 13Q (16848.860000 sec): 3 clusters
  Score: Raw -62133.044344 + Penalty 2216.150321 = -59916.894023
  nChanged 6
		SP:Iteration 14Q (16849.050000 sec): 3 clusters
  Score: Raw -62141.258491 + Penalty 2216.150321 = -59925.108169
  nChanged 4
		SP:Iteration 15Q (16849.240000 sec): 3 clusters
  Score: Raw -62148.679144 + Penalty 2216.150321 = -59932.528823
  nChanged 1
		SP:Iteration 16Q (16849.410000 sec): 3 clusters
  Score: Raw -62150.992389 + Penalty 2216.150321 = -59934.842067
  nChanged 3
		SP:Iteration 17Q (16849.580000 sec): 3 clusters
  Score: Raw -62158.881231 + Penalty 2216.150321 = -59942.730910
  nChanged 0
		SP:Iteration 18F (16849.780000 sec): 3 clusters
  Score: Raw -62158.881231 + Penalty 2216.150321 = -59942.730910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16849.880000 sec): 2 clusters
  Score: Raw -183878.312067 + Penalty 1265.920887 = -182612.391180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16850.050000 sec): 3 clusters
  Score: Raw -182813.949583 + Penalty 2531.841774 = -180282.107810
  nChanged 869
		SP:Iteration 1F (16850.220000 sec): 3 clusters
  Score: Raw -183366.653500 + Penalty 2531.841774 = -180834.811727
  nChanged 173
		SP:Iteration 2F (16850.410000 sec): 3 clusters
  Score: Raw -183483.942819 + Penalty 2531.841774 = -180952.101045
  nChanged 117
		SP:Iteration 3Q (16850.600000 sec): 3 clusters
  Score: Raw -183573.977632 + Penalty 2531.841774 = -181042.135858
  nChanged 91
		SP:Iteration 4Q (16850.800000 sec): 3 clusters
  Score: Raw -183635.800424 + Penalty 2531.841774 = -181103.958650
  nChanged 73
		SP:Iteration 5Q (16850.980000 sec): 3 clusters
  Score: Raw -183680.978747 + Penalty 2531.841774 = -181149.136974
  nChanged 58
		SP:Iteration 6Q (16851.140000 sec): 3 clusters
  Score: Raw -183713.665247 + Penalty 2531.841774 = -181181.823474
  nChanged 52
		SP:Iteration 7Q (16851.300000 sec): 3 clusters
  Score: Raw -183738.651705 + Penalty 2531.841774 = -181206.809932
  nChanged 33
		SP:Iteration 8Q (16851.490000 sec): 3 clusters
  Score: Raw -183753.139452 + Penalty 2531.841774 = -181221.297679
  nChanged 23
		SP:Iteration 9Q (16851.670000 sec): 3 clusters
  Score: Raw -183765.118453 + Penalty 2531.841774 = -181233.276679
  nChanged 26
		SP:Iteration 10Q (16851.860000 sec): 3 clusters
  Score: Raw -183774.906883 + Penalty 2531.841774 = -181243.065109
  nChanged 21
		SP:Iteration 11Q (16852.000000 sec): 3 clusters
  Score: Raw -183785.882914 + Penalty 2531.841774 = -181254.041140
  nChanged 16
		SP:Iteration 12Q (16852.200000 sec): 3 clusters
  Score: Raw -183792.849996 + Penalty 2531.841774 = -181261.008223
  nChanged 15
		SP:Iteration 13Q (16852.380000 sec): 3 clusters
  Score: Raw -183797.683100 + Penalty 2531.841774 = -181265.841327
  nChanged 11
		SP:Iteration 14Q (16852.580000 sec): 3 clusters
  Score: Raw -183802.374899 + Penalty 2531.841774 = -181270.533125
  nChanged 9
		SP:Iteration 15Q (16852.780000 sec): 3 clusters
  Score: Raw -183806.085928 + Penalty 2531.841774 = -181274.244155
  nChanged 7
		SP:Iteration 16Q (16852.970000 sec): 3 clusters
  Score: Raw -183808.735758 + Penalty 2531.841774 = -181276.893984
  nChanged 6
		SP:Iteration 17Q (16853.120000 sec): 3 clusters
  Score: Raw -183810.670861 + Penalty 2531.841774 = -181278.829087
  nChanged 6
		SP:Iteration 18Q (16853.340000 sec): 3 clusters
  Score: Raw -183813.263701 + Penalty 2531.841774 = -181281.421927
  nChanged 10
		SP:Iteration 19Q (16853.500000 sec): 3 clusters
  Score: Raw -183816.423098 + Penalty 2531.841774 = -181284.581324
  nChanged 4
		SP:Iteration 20F (16853.630000 sec): 3 clusters
  Score: Raw -183817.172218 + Penalty 2531.841774 = -181285.330444
  nChanged 2
		SP:Iteration 21Q (16853.800000 sec): 3 clusters
  Score: Raw -183817.467136 + Penalty 2531.841774 = -181285.625362
  nChanged 0
		SP:Iteration 22F (16853.900000 sec): 3 clusters
  Score: Raw -183817.467136 + Penalty 2531.841774 = -181285.625362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16853.990000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16854.140000 sec): 3 clusters
  Score: Raw -60783.073655 + Penalty 2151.090170 = -58631.983485
  nChanged 208
		SP:Iteration 1F (16854.310000 sec): 3 clusters
  Score: Raw -61007.450921 + Penalty 2151.090170 = -58856.360751
  nChanged 50
		SP:Iteration 2F (16854.450000 sec): 3 clusters
  Score: Raw -61059.275229 + Penalty 2151.090170 = -58908.185059
  nChanged 21
		SP:Iteration 3Q (16854.590000 sec): 3 clusters
  Score: Raw -61085.390957 + Penalty 2151.090170 = -58934.300788
  nChanged 15
		SP:Iteration 4Q (16854.740000 sec): 3 clusters
  Score: Raw -61105.109623 + Penalty 2151.090170 = -58954.019454
  nChanged 12
		SP:Iteration 5Q (16854.900000 sec): 3 clusters
  Score: Raw -61113.143444 + Penalty 2151.090170 = -58962.053274
  nChanged 8
		SP:Iteration 6Q (16855.090000 sec): 3 clusters
  Score: Raw -61120.639593 + Penalty 2151.090170 = -58969.549424
  nChanged 4
		SP:Iteration 7Q (16855.260000 sec): 3 clusters
  Score: Raw -61126.388523 + Penalty 2151.090170 = -58975.298353
  nChanged 3
		SP:Iteration 8Q (16855.430000 sec): 3 clusters
  Score: Raw -61129.276786 + Penalty 2151.090170 = -58978.186616
  nChanged 3
		SP:Iteration 9Q (16855.620000 sec): 3 clusters
  Score: Raw -61133.201460 + Penalty 2151.090170 = -58982.111291
  nChanged 0
		SP:Iteration 10F (16855.740000 sec): 3 clusters
  Score: Raw -61133.201460 + Penalty 2151.090170 = -58982.111291
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16855.860000 sec): 2 clusters
  Score: Raw -23083.969414 + Penalty 963.558236 = -22120.411178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16855.980000 sec): 3 clusters
  Score: Raw -23108.729135 + Penalty 1927.116472 = -21181.612664
  nChanged 81
		SP:Iteration 1F (16856.170000 sec): 3 clusters
  Score: Raw -23255.266002 + Penalty 1927.116472 = -21328.149531
  nChanged 24
		SP:Iteration 2F (16856.300000 sec): 3 clusters
  Score: Raw -23317.330499 + Penalty 1927.116472 = -21390.214027
  nChanged 12
		SP:Iteration 3Q (16856.460000 sec): 3 clusters
  Score: Raw -23345.434387 + Penalty 1927.116472 = -21418.317915
  nChanged 8
		SP:Iteration 4Q (16856.630000 sec): 3 clusters
  Score: Raw -23366.381201 + Penalty 1927.116472 = -21439.264729
  nChanged 8
		SP:Iteration 5Q (16856.800000 sec): 3 clusters
  Score: Raw -23392.191196 + Penalty 1927.116472 = -21465.074725
  nChanged 10
		SP:Iteration 6Q (16856.940000 sec): 3 clusters
  Score: Raw -23417.602745 + Penalty 1927.116472 = -21490.486273
  nChanged 5
		SP:Iteration 7Q (16857.140000 sec): 3 clusters
  Score: Raw -23442.160885 + Penalty 1927.116472 = -21515.044414
  nChanged 5
		SP:Iteration 8Q (16857.250000 sec): 3 clusters
  Score: Raw -23450.621971 + Penalty 1927.116472 = -21523.505499
  nChanged 1
		SP:Iteration 9Q (16857.440000 sec): 3 clusters
  Score: Raw -23454.136562 + Penalty 1927.116472 = -21527.020090
  nChanged 1
		SP:Iteration 10Q (16857.580000 sec): 3 clusters
  Score: Raw -23456.862479 + Penalty 1927.116472 = -21529.746007
  nChanged 0
		SP:Iteration 11F (16857.690000 sec): 3 clusters
  Score: Raw -23456.862479 + Penalty 1927.116472 = -21529.746007
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16857.790000 sec): 2 clusters
  Score: Raw -50013.779343 + Penalty 1041.920469 = -48971.858874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16857.940000 sec): 3 clusters
  Score: Raw -49886.085059 + Penalty 2083.840937 = -47802.244122
  nChanged 163
		SP:Iteration 1F (16858.090000 sec): 3 clusters
  Score: Raw -50081.423640 + Penalty 2083.840937 = -47997.582703
  nChanged 44
		SP:Iteration 2F (16858.220000 sec): 3 clusters
  Score: Raw -50134.946113 + Penalty 2083.840937 = -48051.105176
  nChanged 20
		SP:Iteration 3Q (16858.390000 sec): 3 clusters
  Score: Raw -50162.014196 + Penalty 2083.840937 = -48078.173259
  nChanged 8
		SP:Iteration 4Q (16858.570000 sec): 3 clusters
  Score: Raw -50175.662961 + Penalty 2083.840937 = -48091.822024
  nChanged 7
		SP:Iteration 5Q (16858.720000 sec): 3 clusters
  Score: Raw -50187.749748 + Penalty 2083.840937 = -48103.908811
  nChanged 6
		SP:Iteration 6Q (16858.840000 sec): 3 clusters
  Score: Raw -50196.864069 + Penalty 2083.840937 = -48113.023132
  nChanged 9
		SP:Iteration 7Q (16859.010000 sec): 3 clusters
  Score: Raw -50207.378230 + Penalty 2083.840937 = -48123.537293
  nChanged 5
		SP:Iteration 8Q (16859.140000 sec): 3 clusters
  Score: Raw -50210.712108 + Penalty 2083.840937 = -48126.871171
  nChanged 1
		SP:Iteration 9Q (16859.300000 sec): 3 clusters
  Score: Raw -50211.303966 + Penalty 2083.840937 = -48127.463029
  nChanged 0
		SP:Iteration 10F (16859.440000 sec): 3 clusters
  Score: Raw -50211.303966 + Penalty 2083.840937 = -48127.463029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16859.570000 sec): 2 clusters
  Score: Raw -151460.191674 + Penalty 1241.676190 = -150218.515484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16859.720000 sec): 3 clusters
  Score: Raw -150580.773877 + Penalty 2483.352381 = -148097.421496
  nChanged 753
		SP:Iteration 1F (16859.880000 sec): 3 clusters
  Score: Raw -151047.491593 + Penalty 2483.352381 = -148564.139212
  nChanged 159
		SP:Iteration 2F (16860.020000 sec): 3 clusters
  Score: Raw -151171.378312 + Penalty 2483.352381 = -148688.025931
  nChanged 89
		SP:Iteration 3Q (16860.170000 sec): 3 clusters
  Score: Raw -151249.148213 + Penalty 2483.352381 = -148765.795832
  nChanged 69
		SP:Iteration 4Q (16860.340000 sec): 3 clusters
  Score: Raw -151298.752028 + Penalty 2483.352381 = -148815.399647
  nChanged 58
		SP:Iteration 5Q (16860.520000 sec): 3 clusters
  Score: Raw -151339.309416 + Penalty 2483.352381 = -148855.957035
  nChanged 47
		SP:Iteration 6Q (16860.700000 sec): 3 clusters
  Score: Raw -151371.334790 + Penalty 2483.352381 = -148887.982409
  nChanged 56
		SP:Iteration 7Q (16860.880000 sec): 3 clusters
  Score: Raw -151412.047007 + Penalty 2483.352381 = -148928.694626
  nChanged 50
		SP:Iteration 8Q (16861.020000 sec): 3 clusters
  Score: Raw -151452.213248 + Penalty 2483.352381 = -148968.860867
  nChanged 38
		SP:Iteration 9Q (16861.180000 sec): 3 clusters
  Score: Raw -151476.019059 + Penalty 2483.352381 = -148992.666678
  nChanged 39
		SP:Iteration 10Q (16861.380000 sec): 3 clusters
  Score: Raw -151495.810953 + Penalty 2483.352381 = -149012.458572
  nChanged 45
		SP:Iteration 11Q (16861.560000 sec): 3 clusters
  Score: Raw -151525.868564 + Penalty 2483.352381 = -149042.516183
  nChanged 48
		SP:Iteration 12Q (16861.740000 sec): 3 clusters
  Score: Raw -151560.301707 + Penalty 2483.352381 = -149076.949326
  nChanged 50
		SP:Iteration 13Q (16861.860000 sec): 3 clusters
  Score: Raw -151599.140157 + Penalty 2483.352381 = -149115.787776
  nChanged 51
		SP:Iteration 14Q (16862.070000 sec): 3 clusters
  Score: Raw -151632.859193 + Penalty 2483.352381 = -149149.506812
  nChanged 47
		SP:Iteration 15Q (16862.200000 sec): 3 clusters
  Score: Raw -151664.140830 + Penalty 2483.352381 = -149180.788449
  nChanged 47
		SP:Iteration 16Q (16862.430000 sec): 3 clusters
  Score: Raw -151698.306623 + Penalty 2483.352381 = -149214.954242
  nChanged 55
		SP:Iteration 17Q (16862.560000 sec): 3 clusters
  Score: Raw -151737.512483 + Penalty 2483.352381 = -149254.160102
  nChanged 47
		SP:Iteration 18Q (16862.760000 sec): 3 clusters
  Score: Raw -151770.973604 + Penalty 2483.352381 = -149287.621223
  nChanged 50
		SP:Iteration 19Q (16862.920000 sec): 3 clusters
  Score: Raw -151814.473728 + Penalty 2483.352381 = -149331.121347
  nChanged 47
		SP:Iteration 20F (16863.080000 sec): 3 clusters
  Score: Raw -151849.520343 + Penalty 2483.352381 = -149366.167962
  nChanged 32
		SP:Iteration 21Q (16863.190000 sec): 3 clusters
  Score: Raw -151873.703877 + Penalty 2483.352381 = -149390.351496
  nChanged 24
		SP:Iteration 22Q (16863.340000 sec): 3 clusters
  Score: Raw -151890.416675 + Penalty 2483.352381 = -149407.064294
  nChanged 20
		SP:Iteration 23Q (16863.550000 sec): 3 clusters
  Score: Raw -151904.499304 + Penalty 2483.352381 = -149421.146923
  nChanged 15
		SP:Iteration 24Q (16863.730000 sec): 3 clusters
  Score: Raw -151914.698924 + Penalty 2483.352381 = -149431.346543
  nChanged 11
		SP:Iteration 25Q (16863.880000 sec): 3 clusters
  Score: Raw -151919.971084 + Penalty 2483.352381 = -149436.618703
  nChanged 9
		SP:Iteration 26Q (16864.070000 sec): 3 clusters
  Score: Raw -151925.875078 + Penalty 2483.352381 = -149442.522697
  nChanged 10
		SP:Iteration 27Q (16864.230000 sec): 3 clusters
  Score: Raw -151931.572471 + Penalty 2483.352381 = -149448.220090
  nChanged 8
		SP:Iteration 28Q (16864.400000 sec): 3 clusters
  Score: Raw -151936.314084 + Penalty 2483.352381 = -149452.961703
  nChanged 3
		SP:Iteration 29Q (16864.570000 sec): 3 clusters
  Score: Raw -151938.475052 + Penalty 2483.352381 = -149455.122671
  nChanged 4
		SP:Iteration 30Q (16864.760000 sec): 3 clusters
  Score: Raw -151940.438791 + Penalty 2483.352381 = -149457.086410
  nChanged 2
		SP:Iteration 31Q (16864.900000 sec): 3 clusters
  Score: Raw -151941.064634 + Penalty 2483.352381 = -149457.712253
  nChanged 2
		SP:Iteration 32Q (16865.100000 sec): 3 clusters
  Score: Raw -151941.394428 + Penalty 2483.352381 = -149458.042047
  nChanged 0
		SP:Iteration 33F (16865.220000 sec): 3 clusters
  Score: Raw -151941.394428 + Penalty 2483.352381 = -149458.042047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16865.300000 sec): 2 clusters
  Score: Raw -102102.666626 + Penalty 1166.761355 = -100935.905271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16865.470000 sec): 3 clusters
  Score: Raw -101615.124417 + Penalty 2333.522709 = -99281.601708
  nChanged 417
		SP:Iteration 1F (16865.660000 sec): 3 clusters
  Score: Raw -101945.955739 + Penalty 2333.522709 = -99612.433030
  nChanged 103
		SP:Iteration 2F (16865.840000 sec): 3 clusters
  Score: Raw -102035.431028 + Penalty 2333.522709 = -99701.908318
  nChanged 53
		SP:Iteration 3Q (16865.980000 sec): 3 clusters
  Score: Raw -102084.876949 + Penalty 2333.522709 = -99751.354240
  nChanged 30
		SP:Iteration 4Q (16866.160000 sec): 3 clusters
  Score: Raw -102111.954292 + Penalty 2333.522709 = -99778.431583
  nChanged 19
		SP:Iteration 5Q (16866.300000 sec): 3 clusters
  Score: Raw -102128.371108 + Penalty 2333.522709 = -99794.848398
  nChanged 13
		SP:Iteration 6Q (16866.500000 sec): 3 clusters
  Score: Raw -102138.447040 + Penalty 2333.522709 = -99804.924331
  nChanged 8
		SP:Iteration 7Q (16866.640000 sec): 3 clusters
  Score: Raw -102147.462103 + Penalty 2333.522709 = -99813.939394
  nChanged 13
		SP:Iteration 8Q (16866.790000 sec): 3 clusters
  Score: Raw -102157.763225 + Penalty 2333.522709 = -99824.240515
  nChanged 12
		SP:Iteration 9Q (16867.020000 sec): 3 clusters
  Score: Raw -102163.432787 + Penalty 2333.522709 = -99829.910078
  nChanged 7
		SP:Iteration 10Q (16867.170000 sec): 3 clusters
  Score: Raw -102167.303278 + Penalty 2333.522709 = -99833.780569
  nChanged 6
		SP:Iteration 11Q (16867.340000 sec): 3 clusters
  Score: Raw -102171.131818 + Penalty 2333.522709 = -99837.609109
  nChanged 7
		SP:Iteration 12Q (16867.490000 sec): 3 clusters
  Score: Raw -102175.029428 + Penalty 2333.522709 = -99841.506718
  nChanged 5
		SP:Iteration 13Q (16867.660000 sec): 3 clusters
  Score: Raw -102178.570621 + Penalty 2333.522709 = -99845.047911
  nChanged 7
		SP:Iteration 14Q (16867.810000 sec): 3 clusters
  Score: Raw -102181.757230 + Penalty 2333.522709 = -99848.234520
  nChanged 4
		SP:Iteration 15Q (16867.990000 sec): 3 clusters
  Score: Raw -102183.910463 + Penalty 2333.522709 = -99850.387754
  nChanged 4
		SP:Iteration 16Q (16868.150000 sec): 3 clusters
  Score: Raw -102184.736023 + Penalty 2333.522709 = -99851.213314
  nChanged 0
		SP:Iteration 17F (16868.370000 sec): 3 clusters
  Score: Raw -102184.736023 + Penalty 2333.522709 = -99851.213314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 96 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16868.440000 sec): 2 clusters
  Score: Raw -222964.916554 + Penalty 1283.552133 = -221681.364421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16868.630000 sec): 3 clusters
  Score: Raw -221703.421901 + Penalty 2567.104266 = -219136.317635
  nChanged 997
		SP:Iteration 1F (16868.790000 sec): 3 clusters
  Score: Raw -222323.223114 + Penalty 2567.104266 = -219756.118848
  nChanged 206
		SP:Iteration 2F (16868.990000 sec): 3 clusters
  Score: Raw -222451.149241 + Penalty 2567.104266 = -219884.044975
  nChanged 121
		SP:Iteration 3Q (16869.190000 sec): 3 clusters
  Score: Raw -222523.983258 + Penalty 2567.104266 = -219956.878992
  nChanged 90
		SP:Iteration 4Q (16869.330000 sec): 3 clusters
  Score: Raw -222576.734472 + Penalty 2567.104266 = -220009.630206
  nChanged 71
		SP:Iteration 5Q (16869.500000 sec): 3 clusters
  Score: Raw -222619.801766 + Penalty 2567.104266 = -220052.697500
  nChanged 78
		SP:Iteration 6Q (16869.710000 sec): 3 clusters
  Score: Raw -222665.700705 + Penalty 2567.104266 = -220098.596439
  nChanged 66
		SP:Iteration 7Q (16869.850000 sec): 3 clusters
  Score: Raw -222709.361277 + Penalty 2567.104266 = -220142.257011
  nChanged 72
		SP:Iteration 8Q (16870.050000 sec): 3 clusters
  Score: Raw -222760.567194 + Penalty 2567.104266 = -220193.462928
  nChanged 62
		SP:Iteration 9Q (16870.230000 sec): 3 clusters
  Score: Raw -222803.509915 + Penalty 2567.104266 = -220236.405649
  nChanged 57
		SP:Iteration 10Q (16870.390000 sec): 3 clusters
  Score: Raw -222838.806374 + Penalty 2567.104266 = -220271.702108
  nChanged 45
		SP:Iteration 11Q (16870.580000 sec): 3 clusters
  Score: Raw -222869.859514 + Penalty 2567.104266 = -220302.755248
  nChanged 37
		SP:Iteration 12Q (16870.780000 sec): 3 clusters
  Score: Raw -222892.573905 + Penalty 2567.104266 = -220325.469639
  nChanged 31
		SP:Iteration 13Q (16870.940000 sec): 3 clusters
  Score: Raw -222910.164450 + Penalty 2567.104266 = -220343.060184
  nChanged 31
		SP:Iteration 14Q (16871.160000 sec): 3 clusters
  Score: Raw -222932.742279 + Penalty 2567.104266 = -220365.638013
  nChanged 43
		SP:Iteration 15Q (16871.350000 sec): 3 clusters
  Score: Raw -222960.793147 + Penalty 2567.104266 = -220393.688881
  nChanged 28
		SP:Iteration 16Q (16871.500000 sec): 3 clusters
  Score: Raw -222981.898401 + Penalty 2567.104266 = -220414.794135
  nChanged 30
		SP:Iteration 17Q (16871.690000 sec): 3 clusters
  Score: Raw -223004.064233 + Penalty 2567.104266 = -220436.959967
  nChanged 24
		SP:Iteration 18Q (16871.840000 sec): 3 clusters
  Score: Raw -223023.873870 + Penalty 2567.104266 = -220456.769604
  nChanged 18
		SP:Iteration 19Q (16872.060000 sec): 3 clusters
  Score: Raw -223034.181764 + Penalty 2567.104266 = -220467.077498
  nChanged 11
		SP:Iteration 20F (16872.220000 sec): 3 clusters
  Score: Raw -223042.045458 + Penalty 2567.104266 = -220474.941192
  nChanged 10
		SP:Iteration 21Q (16872.380000 sec): 3 clusters
  Score: Raw -223048.908458 + Penalty 2567.104266 = -220481.804192
  nChanged 7
		SP:Iteration 22Q (16872.570000 sec): 3 clusters
  Score: Raw -223054.128672 + Penalty 2567.104266 = -220487.024406
  nChanged 11
		SP:Iteration 23Q (16872.800000 sec): 3 clusters
  Score: Raw -223062.336669 + Penalty 2567.104266 = -220495.232403
  nChanged 10
		SP:Iteration 24Q (16872.950000 sec): 3 clusters
  Score: Raw -223068.456555 + Penalty 2567.104266 = -220501.352289
  nChanged 6
		SP:Iteration 25Q (16873.090000 sec): 3 clusters
  Score: Raw -223074.147739 + Penalty 2567.104266 = -220507.043473
  nChanged 8
		SP:Iteration 26Q (16873.270000 sec): 3 clusters
  Score: Raw -223081.687526 + Penalty 2567.104266 = -220514.583260
  nChanged 11
		SP:Iteration 27Q (16873.400000 sec): 3 clusters
  Score: Raw -223090.666195 + Penalty 2567.104266 = -220523.561929
  nChanged 9
		SP:Iteration 28Q (16873.600000 sec): 3 clusters
  Score: Raw -223099.673759 + Penalty 2567.104266 = -220532.569493
  nChanged 8
		SP:Iteration 29Q (16873.750000 sec): 3 clusters
  Score: Raw -223103.641406 + Penalty 2567.104266 = -220536.537140
  nChanged 3
		SP:Iteration 30Q (16873.940000 sec): 3 clusters
  Score: Raw -223106.317602 + Penalty 2567.104266 = -220539.213336
  nChanged 3
		SP:Iteration 31Q (16874.120000 sec): 3 clusters
  Score: Raw -223108.438815 + Penalty 2567.104266 = -220541.334549
  nChanged 4
		SP:Iteration 32Q (16874.270000 sec): 3 clusters
  Score: Raw -223111.398818 + Penalty 2567.104266 = -220544.294552
  nChanged 3
		SP:Iteration 33Q (16874.440000 sec): 3 clusters
  Score: Raw -223113.001670 + Penalty 2567.104266 = -220545.897404
  nChanged 2
		SP:Iteration 34Q (16874.610000 sec): 3 clusters
  Score: Raw -223114.470742 + Penalty 2567.104266 = -220547.366475
  nChanged 2
		SP:Iteration 35Q (16874.750000 sec): 3 clusters
  Score: Raw -223115.518625 + Penalty 2567.104266 = -220548.414359
  nChanged 1
		SP:Iteration 36Q (16874.950000 sec): 3 clusters
  Score: Raw -223116.233377 + Penalty 2567.104266 = -220549.129111
  nChanged 2
		SP:Iteration 37Q (16875.100000 sec): 3 clusters
  Score: Raw -223117.356287 + Penalty 2567.104266 = -220550.252021
  nChanged 1
		SP:Iteration 38Q (16875.260000 sec): 3 clusters
  Score: Raw -223117.876405 + Penalty 2567.104266 = -220550.772139
  nChanged 0
		SP:Iteration 39F (16875.430000 sec): 3 clusters
  Score: Raw -223117.876405 + Penalty 2567.104266 = -220550.772139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 97 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16875.510000 sec): 2 clusters
  Score: Raw -47679.502165 + Penalty 1039.230010 = -46640.272155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16875.640000 sec): 3 clusters
  Score: Raw -47549.720106 + Penalty 2078.460019 = -45471.260087
  nChanged 137
		SP:Iteration 1F (16875.770000 sec): 3 clusters
  Score: Raw -47737.110391 + Penalty 2078.460019 = -45658.650371
  nChanged 47
		SP:Iteration 2F (16875.940000 sec): 3 clusters
  Score: Raw -47873.106866 + Penalty 2078.460019 = -45794.646846
  nChanged 35
		SP:Iteration 3F (16876.090000 sec): 3 clusters
  Score: Raw -48087.139901 + Penalty 2078.460019 = -46008.679882
  nChanged 52
		SP:Iteration 4F (16876.250000 sec): 3 clusters
  Score: Raw -48314.497456 + Penalty 2078.460019 = -46236.037437
  nChanged 59
		SP:Iteration 5F (16876.410000 sec): 3 clusters
  Score: Raw -48471.923210 + Penalty 2078.460019 = -46393.463191
  nChanged 37
		SP:Iteration 6F (16876.600000 sec): 3 clusters
  Score: Raw -48560.741007 + Penalty 2078.460019 = -46482.280987
  nChanged 16
		SP:Iteration 7Q (16876.750000 sec): 3 clusters
  Score: Raw -48601.742873 + Penalty 2078.460019 = -46523.282853
  nChanged 11
		SP:Iteration 8Q (16876.910000 sec): 3 clusters
  Score: Raw -48639.835639 + Penalty 2078.460019 = -46561.375620
  nChanged 7
		SP:Iteration 9Q (16877.070000 sec): 3 clusters
  Score: Raw -48663.065881 + Penalty 2078.460019 = -46584.605862
  nChanged 5
		SP:Iteration 10Q (16877.180000 sec): 3 clusters
  Score: Raw -48677.142184 + Penalty 2078.460019 = -46598.682165
  nChanged 2
		SP:Iteration 11Q (16877.370000 sec): 3 clusters
  Score: Raw -48681.302281 + Penalty 2078.460019 = -46602.842261
  nChanged 2
		SP:Iteration 12Q (16877.490000 sec): 3 clusters
  Score: Raw -48689.050356 + Penalty 2078.460019 = -46610.590337
  nChanged 0
		SP:Iteration 13F (16877.730000 sec): 3 clusters
  Score: Raw -48689.050356 + Penalty 2078.460019 = -46610.590337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 98 (945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16877.760000 sec): 2 clusters
  Score: Raw -73574.512632 + Penalty 1113.317551 = -72461.195082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16877.940000 sec): 3 clusters
  Score: Raw -73273.888849 + Penalty 2226.635101 = -71047.253747
  nChanged 295
		SP:Iteration 1F (16878.080000 sec): 3 clusters
  Score: Raw -73545.391609 + Penalty 2226.635101 = -71318.756507
  nChanged 56
		SP:Iteration 2F (16878.250000 sec): 3 clusters
  Score: Raw -73604.454693 + Penalty 2226.635101 = -71377.819591
  nChanged 30
		SP:Iteration 3Q (16878.400000 sec): 3 clusters
  Score: Raw -73637.339077 + Penalty 2226.635101 = -71410.703976
  nChanged 34
		SP:Iteration 4Q (16878.560000 sec): 3 clusters
  Score: Raw -73682.616483 + Penalty 2226.635101 = -71455.981381
  nChanged 25
		SP:Iteration 5Q (16878.720000 sec): 3 clusters
  Score: Raw -73713.948011 + Penalty 2226.635101 = -71487.312909
  nChanged 20
		SP:Iteration 6Q (16878.880000 sec): 3 clusters
  Score: Raw -73742.906621 + Penalty 2226.635101 = -71516.271520
  nChanged 20
		SP:Iteration 7Q (16879.060000 sec): 3 clusters
  Score: Raw -73765.360180 + Penalty 2226.635101 = -71538.725079
  nChanged 17
		SP:Iteration 8Q (16879.220000 sec): 3 clusters
  Score: Raw -73785.914415 + Penalty 2226.635101 = -71559.279313
  nChanged 19
		SP:Iteration 9Q (16879.400000 sec): 3 clusters
  Score: Raw -73803.855909 + Penalty 2226.635101 = -71577.220807
  nChanged 12
		SP:Iteration 10Q (16879.570000 sec): 3 clusters
  Score: Raw -73813.221173 + Penalty 2226.635101 = -71586.586072
  nChanged 9
		SP:Iteration 11Q (16879.710000 sec): 3 clusters
  Score: Raw -73819.662643 + Penalty 2226.635101 = -71593.027542
  nChanged 12
		SP:Iteration 12Q (16879.850000 sec): 3 clusters
  Score: Raw -73828.953274 + Penalty 2226.635101 = -71602.318172
  nChanged 13
		SP:Iteration 13Q (16880.110000 sec): 3 clusters
  Score: Raw -73837.377251 + Penalty 2226.635101 = -71610.742149
  nChanged 3
		SP:Iteration 14Q (16880.290000 sec): 3 clusters
  Score: Raw -73839.316923 + Penalty 2226.635101 = -71612.681821
  nChanged 5
		SP:Iteration 15Q (16880.490000 sec): 3 clusters
  Score: Raw -73841.294262 + Penalty 2226.635101 = -71614.659160
  nChanged 2
		SP:Iteration 16Q (16880.730000 sec): 3 clusters
  Score: Raw -73842.400138 + Penalty 2226.635101 = -71615.765036
  nChanged 4
		SP:Iteration 17Q (16880.880000 sec): 3 clusters
  Score: Raw -73845.896782 + Penalty 2226.635101 = -71619.261681
  nChanged 5
		SP:Iteration 18Q (16881.070000 sec): 3 clusters
  Score: Raw -73849.251068 + Penalty 2226.635101 = -71622.615966
  nChanged 6
		SP:Iteration 19Q (16881.270000 sec): 3 clusters
  Score: Raw -73853.767944 + Penalty 2226.635101 = -71627.132843
  nChanged 4
		SP:Iteration 20F (16881.410000 sec): 3 clusters
  Score: Raw -73857.134760 + Penalty 2226.635101 = -71630.499658
  nChanged 6
		SP:Iteration 21Q (16881.570000 sec): 3 clusters
  Score: Raw -73861.482271 + Penalty 2226.635101 = -71634.847169
  nChanged 5
		SP:Iteration 22Q (16881.760000 sec): 3 clusters
  Score: Raw -73869.301990 + Penalty 2226.635101 = -71642.666888
  nChanged 6
		SP:Iteration 23Q (16881.860000 sec): 3 clusters
  Score: Raw -73872.795463 + Penalty 2226.635101 = -71646.160361
  nChanged 4
		SP:Iteration 24Q (16882.050000 sec): 3 clusters
  Score: Raw -73875.665455 + Penalty 2226.635101 = -71649.030353
  nChanged 5
		SP:Iteration 25Q (16882.230000 sec): 3 clusters
  Score: Raw -73883.283957 + Penalty 2226.635101 = -71656.648856
  nChanged 3
		SP:Iteration 26Q (16882.400000 sec): 3 clusters
  Score: Raw -73887.728036 + Penalty 2226.635101 = -71661.092935
  nChanged 1
		SP:Iteration 27Q (16882.530000 sec): 3 clusters
  Score: Raw -73888.597223 + Penalty 2226.635101 = -71661.962121
  nChanged 3
		SP:Iteration 28Q (16882.670000 sec): 3 clusters
  Score: Raw -73891.433566 + Penalty 2226.635101 = -71664.798464
  nChanged 1
		SP:Iteration 29Q (16882.890000 sec): 3 clusters
  Score: Raw -73892.190023 + Penalty 2226.635101 = -71665.554921
  nChanged 1
		SP:Iteration 30Q (16883.000000 sec): 3 clusters
  Score: Raw -73892.490716 + Penalty 2226.635101 = -71665.855614
  nChanged 0
		SP:Iteration 31F (16883.210000 sec): 3 clusters
  Score: Raw -73892.490716 + Penalty 2226.635101 = -71665.855614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 99 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16883.290000 sec): 2 clusters
  Score: Raw -14026.536054 + Penalty 843.855488 = -13182.680565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16883.400000 sec): 3 clusters
  Score: Raw -14143.408804 + Penalty 1687.710977 = -12455.697828
  nChanged 17
		SP:Iteration 1F (16883.570000 sec): 3 clusters
  Score: Raw -14198.433544 + Penalty 1687.710977 = -12510.722568
  nChanged 3
		SP:Iteration 2Q (16883.740000 sec): 3 clusters
  Score: Raw -14211.534539 + Penalty 1687.710977 = -12523.823563
  nChanged 3
		SP:Iteration 3Q (16883.880000 sec): 3 clusters
  Score: Raw -14228.760267 + Penalty 1687.710977 = -12541.049291
  nChanged 1
		SP:Iteration 4Q (16884.040000 sec): 3 clusters
  Score: Raw -14231.329362 + Penalty 1687.710977 = -12543.618385
  nChanged 1
		SP:Iteration 5Q (16884.220000 sec): 3 clusters
  Score: Raw -14234.471108 + Penalty 1687.710977 = -12546.760132
  nChanged 0
		SP:Iteration 6F (16884.400000 sec): 3 clusters
  Score: Raw -14234.471108 + Penalty 1687.710977 = -12546.760132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 100 (2941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16884.490000 sec): 2 clusters
  Score: Raw -243578.546560 + Penalty 1297.807053 = -242280.739507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16884.640000 sec): 3 clusters
  Score: Raw -242151.586643 + Penalty 2595.614105 = -239555.972538
  nChanged 1143
		SP:Iteration 1F (16884.910000 sec): 3 clusters
  Score: Raw -242775.745239 + Penalty 2595.614105 = -240180.131134
  nChanged 210
		SP:Iteration 2F (16885.130000 sec): 3 clusters
  Score: Raw -242905.574369 + Penalty 2595.614105 = -240309.960264
  nChanged 165
		SP:Iteration 3F (16885.310000 sec): 3 clusters
  Score: Raw -242999.468917 + Penalty 2595.614105 = -240403.854812
  nChanged 118
		SP:Iteration 4Q (16885.460000 sec): 3 clusters
  Score: Raw -243068.536166 + Penalty 2595.614105 = -240472.922061
  nChanged 87
		SP:Iteration 5Q (16885.630000 sec): 3 clusters
  Score: Raw -243117.358263 + Penalty 2595.614105 = -240521.744158
  nChanged 75
		SP:Iteration 6Q (16885.760000 sec): 3 clusters
  Score: Raw -243153.615875 + Penalty 2595.614105 = -240558.001770
  nChanged 72
		SP:Iteration 7Q (16885.940000 sec): 3 clusters
  Score: Raw -243191.204472 + Penalty 2595.614105 = -240595.590367
  nChanged 55
		SP:Iteration 8Q (16886.100000 sec): 3 clusters
  Score: Raw -243219.259069 + Penalty 2595.614105 = -240623.644964
  nChanged 51
		SP:Iteration 9Q (16886.290000 sec): 3 clusters
  Score: Raw -243246.086441 + Penalty 2595.614105 = -240650.472336
  nChanged 53
		SP:Iteration 10Q (16886.470000 sec): 3 clusters
  Score: Raw -243276.919787 + Penalty 2595.614105 = -240681.305682
  nChanged 51
		SP:Iteration 11Q (16886.640000 sec): 3 clusters
  Score: Raw -243320.458192 + Penalty 2595.614105 = -240724.844087
  nChanged 56
		SP:Iteration 12Q (16886.810000 sec): 3 clusters
  Score: Raw -243363.548301 + Penalty 2595.614105 = -240767.934196
  nChanged 56
		SP:Iteration 13Q (16886.940000 sec): 3 clusters
  Score: Raw -243402.802664 + Penalty 2595.614105 = -240807.188559
  nChanged 62
		SP:Iteration 14Q (16887.150000 sec): 3 clusters
  Score: Raw -243437.808398 + Penalty 2595.614105 = -240842.194293
  nChanged 43
		SP:Iteration 15Q (16887.310000 sec): 3 clusters
  Score: Raw -243459.707020 + Penalty 2595.614105 = -240864.092915
  nChanged 29
		SP:Iteration 16Q (16887.500000 sec): 3 clusters
  Score: Raw -243472.126346 + Penalty 2595.614105 = -240876.512241
  nChanged 30
		SP:Iteration 17Q (16887.680000 sec): 3 clusters
  Score: Raw -243486.379499 + Penalty 2595.614105 = -240890.765394
  nChanged 31
		SP:Iteration 18Q (16887.880000 sec): 3 clusters
  Score: Raw -243503.022674 + Penalty 2595.614105 = -240907.408569
  nChanged 23
		SP:Iteration 19Q (16888.080000 sec): 3 clusters
  Score: Raw -243520.446495 + Penalty 2595.614105 = -240924.832390
  nChanged 29
		SP:Iteration 20F (16888.290000 sec): 3 clusters
  Score: Raw -243534.855232 + Penalty 2595.614105 = -240939.241127
  nChanged 29
		SP:Iteration 21Q (16888.440000 sec): 3 clusters
  Score: Raw -243549.148679 + Penalty 2595.614105 = -240953.534574
  nChanged 27
		SP:Iteration 22Q (16888.660000 sec): 3 clusters
  Score: Raw -243561.491987 + Penalty 2595.614105 = -240965.877882
  nChanged 22
		SP:Iteration 23Q (16888.820000 sec): 3 clusters
  Score: Raw -243571.423265 + Penalty 2595.614105 = -240975.809160
  nChanged 22
		SP:Iteration 24Q (16888.990000 sec): 3 clusters
  Score: Raw -243583.170882 + Penalty 2595.614105 = -240987.556777
  nChanged 26
		SP:Iteration 25Q (16889.210000 sec): 3 clusters
  Score: Raw -243598.083301 + Penalty 2595.614105 = -241002.469196
  nChanged 24
		SP:Iteration 26Q (16889.370000 sec): 3 clusters
  Score: Raw -243608.361533 + Penalty 2595.614105 = -241012.747428
  nChanged 21
		SP:Iteration 27Q (16889.580000 sec): 3 clusters
  Score: Raw -243620.170194 + Penalty 2595.614105 = -241024.556089
  nChanged 20
		SP:Iteration 28Q (16889.720000 sec): 3 clusters
  Score: Raw -243634.359976 + Penalty 2595.614105 = -241038.745871
  nChanged 26
		SP:Iteration 29Q (16889.900000 sec): 3 clusters
  Score: Raw -243652.843787 + Penalty 2595.614105 = -241057.229682
  nChanged 28
		SP:Iteration 30Q (16890.090000 sec): 3 clusters
  Score: Raw -243673.549205 + Penalty 2595.614105 = -241077.935100
  nChanged 37
		SP:Iteration 31Q (16890.230000 sec): 3 clusters
  Score: Raw -243697.197743 + Penalty 2595.614105 = -241101.583638
  nChanged 35
		SP:Iteration 32Q (16890.400000 sec): 3 clusters
  Score: Raw -243727.009101 + Penalty 2595.614105 = -241131.394996
  nChanged 30
		SP:Iteration 33Q (16890.590000 sec): 3 clusters
  Score: Raw -243750.364887 + Penalty 2595.614105 = -241154.750782
  nChanged 27
		SP:Iteration 34Q (16890.770000 sec): 3 clusters
  Score: Raw -243764.550469 + Penalty 2595.614105 = -241168.936364
  nChanged 25
		SP:Iteration 35Q (16890.940000 sec): 3 clusters
  Score: Raw -243779.705881 + Penalty 2595.614105 = -241184.091776
  nChanged 26
		SP:Iteration 36Q (16891.100000 sec): 3 clusters
  Score: Raw -243791.750376 + Penalty 2595.614105 = -241196.136271
  nChanged 13
		SP:Iteration 37Q (16891.270000 sec): 3 clusters
  Score: Raw -243798.027155 + Penalty 2595.614105 = -241202.413050
  nChanged 10
		SP:Iteration 38Q (16891.470000 sec): 3 clusters
  Score: Raw -243802.855344 + Penalty 2595.614105 = -241207.241239
  nChanged 3
		SP:Iteration 39Q (16891.640000 sec): 3 clusters
  Score: Raw -243804.527330 + Penalty 2595.614105 = -241208.913225
  nChanged 3
		SP:Iteration 40F (16891.820000 sec): 3 clusters
  Score: Raw -243806.084441 + Penalty 2595.614105 = -241210.470336
  nChanged 2
		SP:Iteration 41Q (16891.990000 sec): 3 clusters
  Score: Raw -243806.514735 + Penalty 2595.614105 = -241210.900630
  nChanged 0
		SP:Iteration 42F (16892.180000 sec): 3 clusters
  Score: Raw -243806.514735 + Penalty 2595.614105 = -241210.900630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 101 (4149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16892.290000 sec): 2 clusters
  Score: Raw -278001.317229 + Penalty 1353.726176 = -276647.591053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16892.480000 sec): 3 clusters
  Score: Raw -275946.353183 + Penalty 2707.452352 = -273238.900831
  nChanged 1651
		SP:Iteration 1F (16892.630000 sec): 3 clusters
  Score: Raw -277024.657429 + Penalty 2707.452352 = -274317.205077
  nChanged 381
		SP:Iteration 2F (16892.840000 sec): 3 clusters
  Score: Raw -277346.936681 + Penalty 2707.452352 = -274639.484329
  nChanged 311
		SP:Iteration 3F (16893.040000 sec): 3 clusters
  Score: Raw -277655.440078 + Penalty 2707.452352 = -274947.987727
  nChanged 292
		SP:Iteration 4F (16893.220000 sec): 3 clusters
  Score: Raw -278010.127050 + Penalty 2707.452352 = -275302.674698
  nChanged 250
		SP:Iteration 5F (16893.380000 sec): 3 clusters
  Score: Raw -278265.296385 + Penalty 2707.452352 = -275557.844033
  nChanged 213
		SP:Iteration 6F (16893.590000 sec): 3 clusters
  Score: Raw -278465.706274 + Penalty 2707.452352 = -275758.253922
  nChanged 175
		SP:Iteration 7Q (16893.730000 sec): 3 clusters
  Score: Raw -278589.039270 + Penalty 2707.452352 = -275881.586918
  nChanged 117
		SP:Iteration 8Q (16893.920000 sec): 3 clusters
  Score: Raw -278668.169239 + Penalty 2707.452352 = -275960.716887
  nChanged 94
		SP:Iteration 9Q (16894.110000 sec): 3 clusters
  Score: Raw -278716.652508 + Penalty 2707.452352 = -276009.200156
  nChanged 62
		SP:Iteration 10Q (16894.250000 sec): 3 clusters
  Score: Raw -278744.286232 + Penalty 2707.452352 = -276036.833880
  nChanged 53
		SP:Iteration 11Q (16894.420000 sec): 3 clusters
  Score: Raw -278766.107659 + Penalty 2707.452352 = -276058.655308
  nChanged 45
		SP:Iteration 12Q (16894.580000 sec): 3 clusters
  Score: Raw -278790.004879 + Penalty 2707.452352 = -276082.552528
  nChanged 45
		SP:Iteration 13Q (16894.740000 sec): 3 clusters
  Score: Raw -278808.266610 + Penalty 2707.452352 = -276100.814259
  nChanged 32
		SP:Iteration 14Q (16894.880000 sec): 3 clusters
  Score: Raw -278821.788603 + Penalty 2707.452352 = -276114.336252
  nChanged 31
		SP:Iteration 15Q (16895.080000 sec): 3 clusters
  Score: Raw -278835.444324 + Penalty 2707.452352 = -276127.991972
  nChanged 32
		SP:Iteration 16Q (16895.270000 sec): 3 clusters
  Score: Raw -278852.443615 + Penalty 2707.452352 = -276144.991263
  nChanged 34
		SP:Iteration 17Q (16895.480000 sec): 3 clusters
  Score: Raw -278865.083391 + Penalty 2707.452352 = -276157.631039
  nChanged 20
		SP:Iteration 18Q (16895.620000 sec): 3 clusters
  Score: Raw -278874.438194 + Penalty 2707.452352 = -276166.985843
  nChanged 21
		SP:Iteration 19Q (16895.830000 sec): 3 clusters
  Score: Raw -278883.071302 + Penalty 2707.452352 = -276175.618950
  nChanged 16
		SP:Iteration 20F (16895.960000 sec): 3 clusters
  Score: Raw -278889.008645 + Penalty 2707.452352 = -276181.556294
  nChanged 18
		SP:Iteration 21Q (16896.120000 sec): 3 clusters
  Score: Raw -278895.698692 + Penalty 2707.452352 = -276188.246340
  nChanged 11
		SP:Iteration 22Q (16896.310000 sec): 3 clusters
  Score: Raw -278900.436714 + Penalty 2707.452352 = -276192.984362
  nChanged 14
		SP:Iteration 23Q (16896.480000 sec): 3 clusters
  Score: Raw -278905.660369 + Penalty 2707.452352 = -276198.208017
  nChanged 10
		SP:Iteration 24Q (16896.650000 sec): 3 clusters
  Score: Raw -278909.397562 + Penalty 2707.452352 = -276201.945210
  nChanged 7
		SP:Iteration 25Q (16896.850000 sec): 3 clusters
  Score: Raw -278910.871483 + Penalty 2707.452352 = -276203.419131
  nChanged 7
		SP:Iteration 26Q (16897.010000 sec): 3 clusters
  Score: Raw -278912.525580 + Penalty 2707.452352 = -276205.073228
  nChanged 4
		SP:Iteration 27Q (16897.200000 sec): 3 clusters
  Score: Raw -278912.965819 + Penalty 2707.452352 = -276205.513467
  nChanged 3
		SP:Iteration 28Q (16897.420000 sec): 3 clusters
  Score: Raw -278913.352802 + Penalty 2707.452352 = -276205.900450
  nChanged 1
		SP:Iteration 29Q (16897.600000 sec): 3 clusters
  Score: Raw -278913.735591 + Penalty 2707.452352 = -276206.283239
  nChanged 1
		SP:Iteration 30Q (16897.760000 sec): 3 clusters
  Score: Raw -278914.015113 + Penalty 2707.452352 = -276206.562761
  nChanged 1
		SP:Iteration 31Q (16897.960000 sec): 3 clusters
  Score: Raw -278914.231570 + Penalty 2707.452352 = -276206.779218
  nChanged 2
		SP:Iteration 32Q (16898.150000 sec): 3 clusters
  Score: Raw -278914.693705 + Penalty 2707.452352 = -276207.241353
  nChanged 0
		SP:Iteration 33F (16898.310000 sec): 3 clusters
  Score: Raw -278914.693705 + Penalty 2707.452352 = -276207.241353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 102 (1552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16898.410000 sec): 2 clusters
  Score: Raw -112814.804851 + Penalty 1193.936201 = -111620.868649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16898.560000 sec): 3 clusters
  Score: Raw -112208.007132 + Penalty 2387.872403 = -109820.134730
  nChanged 520
		SP:Iteration 1F (16898.770000 sec): 3 clusters
  Score: Raw -112648.395007 + Penalty 2387.872403 = -110260.522604
  nChanged 146
		SP:Iteration 2F (16898.910000 sec): 3 clusters
  Score: Raw -112800.732761 + Penalty 2387.872403 = -110412.860358
  nChanged 84
		SP:Iteration 3F (16899.090000 sec): 3 clusters
  Score: Raw -112886.832081 + Penalty 2387.872403 = -110498.959678
  nChanged 66
		SP:Iteration 4Q (16899.240000 sec): 3 clusters
  Score: Raw -112960.673975 + Penalty 2387.872403 = -110572.801572
  nChanged 62
		SP:Iteration 5Q (16899.460000 sec): 3 clusters
  Score: Raw -113014.540731 + Penalty 2387.872403 = -110626.668328
  nChanged 47
		SP:Iteration 6Q (16899.570000 sec): 3 clusters
  Score: Raw -113073.243235 + Penalty 2387.872403 = -110685.370832
  nChanged 44
		SP:Iteration 7Q (16899.760000 sec): 3 clusters
  Score: Raw -113118.950153 + Penalty 2387.872403 = -110731.077750
  nChanged 32
		SP:Iteration 8Q (16899.900000 sec): 3 clusters
  Score: Raw -113153.707352 + Penalty 2387.872403 = -110765.834950
  nChanged 33
		SP:Iteration 9Q (16900.070000 sec): 3 clusters
  Score: Raw -113187.108329 + Penalty 2387.872403 = -110799.235927
  nChanged 26
		SP:Iteration 10Q (16900.200000 sec): 3 clusters
  Score: Raw -113220.305447 + Penalty 2387.872403 = -110832.433044
  nChanged 29
		SP:Iteration 11Q (16900.380000 sec): 3 clusters
  Score: Raw -113257.198949 + Penalty 2387.872403 = -110869.326546
  nChanged 25
		SP:Iteration 12Q (16900.580000 sec): 3 clusters
  Score: Raw -113287.546352 + Penalty 2387.872403 = -110899.673950
  nChanged 26
		SP:Iteration 13Q (16900.690000 sec): 3 clusters
  Score: Raw -113312.033895 + Penalty 2387.872403 = -110924.161493
  nChanged 11
		SP:Iteration 14Q (16900.870000 sec): 3 clusters
  Score: Raw -113320.386560 + Penalty 2387.872403 = -110932.514157
  nChanged 7
		SP:Iteration 15Q (16901.040000 sec): 3 clusters
  Score: Raw -113327.427542 + Penalty 2387.872403 = -110939.555139
  nChanged 6
		SP:Iteration 16Q (16901.180000 sec): 3 clusters
  Score: Raw -113330.229717 + Penalty 2387.872403 = -110942.357314
  nChanged 3
		SP:Iteration 17Q (16901.340000 sec): 3 clusters
  Score: Raw -113332.068948 + Penalty 2387.872403 = -110944.196546
  nChanged 1
		SP:Iteration 18Q (16901.530000 sec): 3 clusters
  Score: Raw -113333.759617 + Penalty 2387.872403 = -110945.887214
  nChanged 3
		SP:Iteration 19Q (16901.700000 sec): 3 clusters
  Score: Raw -113335.831787 + Penalty 2387.872403 = -110947.959384
  nChanged 3
		SP:Iteration 20F (16901.880000 sec): 3 clusters
  Score: Raw -113336.709942 + Penalty 2387.872403 = -110948.837539
  nChanged 5
		SP:Iteration 21Q (16902.070000 sec): 3 clusters
  Score: Raw -113338.501976 + Penalty 2387.872403 = -110950.629573
  nChanged 1
		SP:Iteration 22Q (16902.260000 sec): 3 clusters
  Score: Raw -113338.749389 + Penalty 2387.872403 = -110950.876986
  nChanged 2
		SP:Iteration 23Q (16902.390000 sec): 3 clusters
  Score: Raw -113340.014211 + Penalty 2387.872403 = -110952.141808
  nChanged 2
		SP:Iteration 24Q (16902.560000 sec): 3 clusters
  Score: Raw -113340.663253 + Penalty 2387.872403 = -110952.790850
  nChanged 0
		SP:Iteration 25F (16902.740000 sec): 3 clusters
  Score: Raw -113340.663253 + Penalty 2387.872403 = -110952.790850
  nChanged 0
Iteration 299Q (16959.350000 sec): 103 clusters
  Score: Raw -34903827.075879 + Penalty 215858.830890 = -34687968.244989
  nChanged 151
Iteration 300F (17053.500000 sec): 103 clusters
  Score: Raw -34903860.292016 + Penalty 215858.830890 = -34688001.461126
  nChanged 150
Iteration 301Q (17113.090000 sec): 103 clusters
  Score: Raw -34903893.057453 + Penalty 215858.830890 = -34688034.226563
  nChanged 154
Iteration 302Q (17163.690000 sec): 103 clusters
  Score: Raw -34903918.224959 + Penalty 215858.830890 = -34688059.394068
  nChanged 120
Iteration 303Q (17218.870000 sec): 103 clusters
  Score: Raw -34903938.343317 + Penalty 215858.830890 = -34688079.512426
  nChanged 95
Iteration 304Q (17273.780000 sec): 103 clusters
  Score: Raw -34903952.829856 + Penalty 215858.830890 = -34688093.998966
  nChanged 95
Iteration 305Q (17332.420000 sec): 103 clusters
  Score: Raw -34903968.058544 + Penalty 215858.830890 = -34688109.227654
  nChanged 103
Iteration 306Q (17388.950000 sec): 103 clusters
  Score: Raw -34903983.311509 + Penalty 215858.830890 = -34688124.480619
  nChanged 78
Iteration 307Q (17447.970000 sec): 103 clusters
  Score: Raw -34903993.847184 + Penalty 215858.830890 = -34688135.016293
  nChanged 60
Iteration 308Q (17501.540000 sec): 103 clusters
  Score: Raw -34904002.115959 + Penalty 215858.830890 = -34688143.285069
  nChanged 54
Iteration 309Q (17559.620000 sec): 103 clusters
  Score: Raw -34904009.508752 + Penalty 215858.830890 = -34688150.677861
  nChanged 52
Iteration 310Q (17614.930000 sec): 103 clusters
  Score: Raw -34904016.543902 + Penalty 215858.830890 = -34688157.713012
  nChanged 36
Iteration 311Q (17666.750000 sec): 103 clusters
  Score: Raw -34904020.114966 + Penalty 215858.830890 = -34688161.284076
  nChanged 25
Iteration 312Q (17721.250000 sec): 103 clusters
  Score: Raw -34904022.640257 + Penalty 215858.830890 = -34688163.809367
  nChanged 26
Iteration 313Q (17778.040000 sec): 103 clusters
  Score: Raw -34904025.236177 + Penalty 215858.830890 = -34688166.405287
  nChanged 25
Iteration 314Q (17833.530000 sec): 103 clusters
  Score: Raw -34904027.905747 + Penalty 215858.830890 = -34688169.074856
  nChanged 23
Iteration 315Q (17891.040000 sec): 103 clusters
  Score: Raw -34904031.555601 + Penalty 215858.830890 = -34688172.724711
  nChanged 22
Iteration 316Q (17943.670000 sec): 103 clusters
  Score: Raw -34904034.756418 + Penalty 215858.830890 = -34688175.925527
  nChanged 23
Iteration 317Q (17999.020000 sec): 103 clusters
  Score: Raw -34904037.491278 + Penalty 215858.830890 = -34688178.660388
  nChanged 30
Iteration 318Q (18053.960000 sec): 103 clusters
  Score: Raw -34904039.011076 + Penalty 215858.830890 = -34688180.180186
  nChanged 17
Iteration 319Q (18111.650000 sec): 103 clusters
  Score: Raw -34904040.477768 + Penalty 215858.830890 = -34688181.646877
  nChanged 12
Iteration 320F (18208.230000 sec): 103 clusters
  Score: Raw -34904041.661959 + Penalty 215858.830890 = -34688182.831069
  nChanged 10
Iteration 321Q (18269.230000 sec): 103 clusters
  Score: Raw -34904043.104302 + Penalty 215858.830890 = -34688184.273411
  nChanged 9
Iteration 322Q (18327.040000 sec): 103 clusters
  Score: Raw -34904044.262769 + Penalty 215858.830890 = -34688185.431879
  nChanged 9
Iteration 323Q (18383.560000 sec): 103 clusters
  Score: Raw -34904044.581822 + Penalty 215858.830890 = -34688185.750932
  nChanged 6
Iteration 324Q (18447.610000 sec): 103 clusters
  Score: Raw -34904044.814458 + Penalty 215858.830890 = -34688185.983567
  nChanged 7
Iteration 325Q (18510.080000 sec): 103 clusters
  Score: Raw -34904044.977088 + Penalty 215858.830890 = -34688186.146197
  nChanged 4
Iteration 326Q (18572.810000 sec): 103 clusters
  Score: Raw -34904045.178764 + Penalty 215858.830890 = -34688186.347874
  nChanged 1
Iteration 327Q (18633.710000 sec): 103 clusters
  Score: Raw -34904045.182529 + Penalty 215858.830890 = -34688186.351639
  nChanged 1
Iteration 328Q (18695.950000 sec): 103 clusters
  Score: Raw -34904045.189353 + Penalty 215858.830890 = -34688186.358463
  nChanged 0
Iteration 329F (18798.110000 sec): 103 clusters
  Score: Raw -34904045.189353 + Penalty 215858.830890 = -34688186.358463
  nChanged 0
Compute initial score before splitting:   Score: Raw -34904045.189353 + Penalty 215858.830890 = -34688186.358463
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 1 (1362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18798.180000 sec): 2 clusters
  Score: Raw -111176.683873 + Penalty 1172.715292 = -110003.968582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18798.390000 sec): 3 clusters
  Score: Raw -110633.146005 + Penalty 2345.430583 = -108287.715421
  nChanged 473
		SP:Iteration 1F (18798.610000 sec): 3 clusters
  Score: Raw -111053.848906 + Penalty 2345.430583 = -108708.418323
  nChanged 117
		SP:Iteration 2F (18798.820000 sec): 3 clusters
  Score: Raw -111228.643688 + Penalty 2345.430583 = -108883.213104
  nChanged 90
		SP:Iteration 3F (18798.990000 sec): 3 clusters
  Score: Raw -111355.476460 + Penalty 2345.430583 = -109010.045877
  nChanged 73
		SP:Iteration 4F (18799.150000 sec): 3 clusters
  Score: Raw -111421.914335 + Penalty 2345.430583 = -109076.483752
  nChanged 55
		SP:Iteration 5Q (18799.320000 sec): 3 clusters
  Score: Raw -111488.235005 + Penalty 2345.430583 = -109142.804422
  nChanged 53
		SP:Iteration 6Q (18799.490000 sec): 3 clusters
  Score: Raw -111543.594663 + Penalty 2345.430583 = -109198.164080
  nChanged 37
		SP:Iteration 7Q (18799.670000 sec): 3 clusters
  Score: Raw -111590.177733 + Penalty 2345.430583 = -109244.747150
  nChanged 35
		SP:Iteration 8Q (18799.860000 sec): 3 clusters
  Score: Raw -111626.240921 + Penalty 2345.430583 = -109280.810338
  nChanged 24
		SP:Iteration 9Q (18800.050000 sec): 3 clusters
  Score: Raw -111649.643792 + Penalty 2345.430583 = -109304.213209
  nChanged 20
		SP:Iteration 10Q (18800.250000 sec): 3 clusters
  Score: Raw -111671.734331 + Penalty 2345.430583 = -109326.303748
  nChanged 17
		SP:Iteration 11Q (18800.400000 sec): 3 clusters
  Score: Raw -111685.644038 + Penalty 2345.430583 = -109340.213455
  nChanged 12
		SP:Iteration 12Q (18800.610000 sec): 3 clusters
  Score: Raw -111696.702522 + Penalty 2345.430583 = -109351.271939
  nChanged 12
		SP:Iteration 13Q (18800.820000 sec): 3 clusters
  Score: Raw -111719.288737 + Penalty 2345.430583 = -109373.858154
  nChanged 16
		SP:Iteration 14Q (18801.000000 sec): 3 clusters
  Score: Raw -111743.445950 + Penalty 2345.430583 = -109398.015367
  nChanged 13
		SP:Iteration 15Q (18801.160000 sec): 3 clusters
  Score: Raw -111760.017621 + Penalty 2345.430583 = -109414.587038
  nChanged 11
		SP:Iteration 16Q (18801.320000 sec): 3 clusters
  Score: Raw -111774.072881 + Penalty 2345.430583 = -109428.642298
  nChanged 10
		SP:Iteration 17Q (18801.500000 sec): 3 clusters
  Score: Raw -111782.412116 + Penalty 2345.430583 = -109436.981533
  nChanged 8
		SP:Iteration 18Q (18801.670000 sec): 3 clusters
  Score: Raw -111787.862300 + Penalty 2345.430583 = -109442.431717
  nChanged 2
		SP:Iteration 19Q (18801.860000 sec): 3 clusters
  Score: Raw -111790.721919 + Penalty 2345.430583 = -109445.291336
  nChanged 6
		SP:Iteration 20F (18802.070000 sec): 3 clusters
  Score: Raw -111794.499601 + Penalty 2345.430583 = -109449.069017
  nChanged 2
		SP:Iteration 21Q (18802.260000 sec): 3 clusters
  Score: Raw -111796.073820 + Penalty 2345.430583 = -109450.643237
  nChanged 0
		SP:Iteration 22F (18802.420000 sec): 3 clusters
  Score: Raw -111796.073820 + Penalty 2345.430583 = -109450.643237
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 2 (2754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18802.490000 sec): 2 clusters
  Score: Raw -228735.441577 + Penalty 1287.131573 = -227448.310004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18802.710000 sec): 3 clusters
  Score: Raw -227490.905351 + Penalty 2574.263146 = -224916.642205
  nChanged 1005
		SP:Iteration 1F (18802.880000 sec): 3 clusters
  Score: Raw -228132.914151 + Penalty 2574.263146 = -225558.651005
  nChanged 271
		SP:Iteration 2F (18803.070000 sec): 3 clusters
  Score: Raw -228372.495128 + Penalty 2574.263146 = -225798.231982
  nChanged 213
		SP:Iteration 3F (18803.250000 sec): 3 clusters
  Score: Raw -228597.613384 + Penalty 2574.263146 = -226023.350238
  nChanged 179
		SP:Iteration 4F (18803.430000 sec): 3 clusters
  Score: Raw -228819.072908 + Penalty 2574.263146 = -226244.809762
  nChanged 177
		SP:Iteration 5F (18803.590000 sec): 3 clusters
  Score: Raw -229035.610750 + Penalty 2574.263146 = -226461.347605
  nChanged 146
		SP:Iteration 6F (18803.820000 sec): 3 clusters
  Score: Raw -229223.030871 + Penalty 2574.263146 = -226648.767726
  nChanged 140
		SP:Iteration 7F (18804.010000 sec): 3 clusters
  Score: Raw -229362.445827 + Penalty 2574.263146 = -226788.182681
  nChanged 95
		SP:Iteration 8Q (18804.220000 sec): 3 clusters
  Score: Raw -229446.976656 + Penalty 2574.263146 = -226872.713510
  nChanged 79
		SP:Iteration 9Q (18804.400000 sec): 3 clusters
  Score: Raw -229503.653239 + Penalty 2574.263146 = -226929.390093
  nChanged 59
		SP:Iteration 10Q (18804.600000 sec): 3 clusters
  Score: Raw -229529.206322 + Penalty 2574.263146 = -226954.943176
  nChanged 20
		SP:Iteration 11Q (18804.770000 sec): 3 clusters
  Score: Raw -229538.136562 + Penalty 2574.263146 = -226963.873416
  nChanged 9
		SP:Iteration 12Q (18805.030000 sec): 3 clusters
  Score: Raw -229541.887494 + Penalty 2574.263146 = -226967.624348
  nChanged 13
		SP:Iteration 13Q (18805.200000 sec): 3 clusters
  Score: Raw -229546.244841 + Penalty 2574.263146 = -226971.981695
  nChanged 8
		SP:Iteration 14Q (18805.350000 sec): 3 clusters
  Score: Raw -229549.590308 + Penalty 2574.263146 = -226975.327162
  nChanged 6
		SP:Iteration 15Q (18805.550000 sec): 3 clusters
  Score: Raw -229552.352438 + Penalty 2574.263146 = -226978.089293
  nChanged 5
		SP:Iteration 16Q (18805.750000 sec): 3 clusters
  Score: Raw -229553.876067 + Penalty 2574.263146 = -226979.612921
  nChanged 5
		SP:Iteration 17Q (18805.950000 sec): 3 clusters
  Score: Raw -229555.464960 + Penalty 2574.263146 = -226981.201814
  nChanged 1
		SP:Iteration 18Q (18806.120000 sec): 3 clusters
  Score: Raw -229555.733842 + Penalty 2574.263146 = -226981.470696
  nChanged 1
		SP:Iteration 19Q (18806.340000 sec): 3 clusters
  Score: Raw -229556.060512 + Penalty 2574.263146 = -226981.797366
  nChanged 1
		SP:Iteration 20F (18806.530000 sec): 3 clusters
  Score: Raw -229556.372968 + Penalty 2574.263146 = -226982.109822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 3 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18806.620000 sec): 2 clusters
  Score: Raw -97489.776728 + Penalty 1161.861486 = -96327.915242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18806.840000 sec): 3 clusters
  Score: Raw -97029.289898 + Penalty 2323.722972 = -94705.566926
  nChanged 409
		SP:Iteration 1F (18807.010000 sec): 3 clusters
  Score: Raw -97357.007565 + Penalty 2323.722972 = -95033.284594
  nChanged 81
		SP:Iteration 2F (18807.190000 sec): 3 clusters
  Score: Raw -97425.651501 + Penalty 2323.722972 = -95101.928529
  nChanged 39
		SP:Iteration 3Q (18807.340000 sec): 3 clusters
  Score: Raw -97460.565614 + Penalty 2323.722972 = -95136.842643
  nChanged 40
		SP:Iteration 4Q (18807.490000 sec): 3 clusters
  Score: Raw -97497.422462 + Penalty 2323.722972 = -95173.699490
  nChanged 29
		SP:Iteration 5Q (18807.640000 sec): 3 clusters
  Score: Raw -97530.437279 + Penalty 2323.722972 = -95206.714307
  nChanged 34
		SP:Iteration 6Q (18807.890000 sec): 3 clusters
  Score: Raw -97576.977090 + Penalty 2323.722972 = -95253.254118
  nChanged 35
		SP:Iteration 7Q (18808.050000 sec): 3 clusters
  Score: Raw -97622.062224 + Penalty 2323.722972 = -95298.339253
  nChanged 47
		SP:Iteration 8Q (18808.260000 sec): 3 clusters
  Score: Raw -97685.150252 + Penalty 2323.722972 = -95361.427280
  nChanged 43
		SP:Iteration 9Q (18808.420000 sec): 3 clusters
  Score: Raw -97729.783296 + Penalty 2323.722972 = -95406.060324
  nChanged 41
		SP:Iteration 10Q (18808.620000 sec): 3 clusters
  Score: Raw -97781.101184 + Penalty 2323.722972 = -95457.378212
  nChanged 58
		SP:Iteration 11Q (18808.860000 sec): 3 clusters
  Score: Raw -97867.355733 + Penalty 2323.722972 = -95543.632761
  nChanged 65
		SP:Iteration 12F (18809.080000 sec): 3 clusters
  Score: Raw -97969.802626 + Penalty 2323.722972 = -95646.079654
  nChanged 65
		SP:Iteration 13F (18809.220000 sec): 3 clusters
  Score: Raw -98111.904287 + Penalty 2323.722972 = -95788.181316
  nChanged 65
		SP:Iteration 14F (18809.380000 sec): 3 clusters
  Score: Raw -98237.853693 + Penalty 2323.722972 = -95914.130722
  nChanged 55
		SP:Iteration 15Q (18809.540000 sec): 3 clusters
  Score: Raw -98326.347505 + Penalty 2323.722972 = -96002.624533
  nChanged 44
		SP:Iteration 16Q (18809.720000 sec): 3 clusters
  Score: Raw -98387.772753 + Penalty 2323.722972 = -96064.049781
  nChanged 21
		SP:Iteration 17Q (18809.910000 sec): 3 clusters
  Score: Raw -98411.370032 + Penalty 2323.722972 = -96087.647060
  nChanged 15
		SP:Iteration 18Q (18810.100000 sec): 3 clusters
  Score: Raw -98428.075392 + Penalty 2323.722972 = -96104.352420
  nChanged 7
		SP:Iteration 19Q (18810.280000 sec): 3 clusters
  Score: Raw -98435.475041 + Penalty 2323.722972 = -96111.752069
  nChanged 7
		SP:Iteration 20F (18810.440000 sec): 3 clusters
  Score: Raw -98440.379732 + Penalty 2323.722972 = -96116.656760
  nChanged 4
		SP:Iteration 21Q (18810.620000 sec): 3 clusters
  Score: Raw -98444.248421 + Penalty 2323.722972 = -96120.525450
  nChanged 2
		SP:Iteration 22Q (18810.820000 sec): 3 clusters
  Score: Raw -98446.329555 + Penalty 2323.722972 = -96122.606584
  nChanged 3
		SP:Iteration 23Q (18811.050000 sec): 3 clusters
  Score: Raw -98447.985405 + Penalty 2323.722972 = -96124.262433
  nChanged 2
		SP:Iteration 24Q (18811.290000 sec): 3 clusters
  Score: Raw -98449.735187 + Penalty 2323.722972 = -96126.012215
  nChanged 0
		SP:Iteration 25F (18811.490000 sec): 3 clusters
  Score: Raw -98449.735187 + Penalty 2323.722972 = -96126.012215
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 4 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18811.590000 sec): 2 clusters
  Score: Raw -231143.797896 + Penalty 1290.691600 = -229853.106296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18811.770000 sec): 3 clusters
  Score: Raw -229829.243489 + Penalty 2581.383201 = -227247.860288
  nChanged 1058
		SP:Iteration 1F (18811.990000 sec): 3 clusters
  Score: Raw -230475.370977 + Penalty 2581.383201 = -227893.987776
  nChanged 219
		SP:Iteration 2F (18812.150000 sec): 3 clusters
  Score: Raw -230633.247781 + Penalty 2581.383201 = -228051.864580
  nChanged 167
		SP:Iteration 3F (18812.330000 sec): 3 clusters
  Score: Raw -230762.410009 + Penalty 2581.383201 = -228181.026808
  nChanged 130
		SP:Iteration 4Q (18812.560000 sec): 3 clusters
  Score: Raw -230861.950693 + Penalty 2581.383201 = -228280.567493
  nChanged 123
		SP:Iteration 5Q (18812.700000 sec): 3 clusters
  Score: Raw -230954.783657 + Penalty 2581.383201 = -228373.400456
  nChanged 112
		SP:Iteration 6Q (18812.860000 sec): 3 clusters
  Score: Raw -231041.861422 + Penalty 2581.383201 = -228460.478222
  nChanged 88
		SP:Iteration 7Q (18813.000000 sec): 3 clusters
  Score: Raw -231124.565229 + Penalty 2581.383201 = -228543.182028
  nChanged 72
		SP:Iteration 8Q (18813.140000 sec): 3 clusters
  Score: Raw -231173.514849 + Penalty 2581.383201 = -228592.131648
  nChanged 57
		SP:Iteration 9Q (18813.280000 sec): 3 clusters
  Score: Raw -231209.016175 + Penalty 2581.383201 = -228627.632974
  nChanged 52
		SP:Iteration 10Q (18813.460000 sec): 3 clusters
  Score: Raw -231237.458612 + Penalty 2581.383201 = -228656.075411
  nChanged 34
		SP:Iteration 11Q (18813.630000 sec): 3 clusters
  Score: Raw -231259.270820 + Penalty 2581.383201 = -228677.887619
  nChanged 38
		SP:Iteration 12Q (18813.820000 sec): 3 clusters
  Score: Raw -231285.067719 + Penalty 2581.383201 = -228703.684518
  nChanged 43
		SP:Iteration 13Q (18813.980000 sec): 3 clusters
  Score: Raw -231305.703906 + Penalty 2581.383201 = -228724.320705
  nChanged 23
		SP:Iteration 14Q (18814.100000 sec): 3 clusters
  Score: Raw -231315.329277 + Penalty 2581.383201 = -228733.946077
  nChanged 25
		SP:Iteration 15Q (18814.240000 sec): 3 clusters
  Score: Raw -231325.772797 + Penalty 2581.383201 = -228744.389596
  nChanged 21
		SP:Iteration 16Q (18814.390000 sec): 3 clusters
  Score: Raw -231334.297229 + Penalty 2581.383201 = -228752.914028
  nChanged 8
		SP:Iteration 17Q (18814.530000 sec): 3 clusters
  Score: Raw -231338.098472 + Penalty 2581.383201 = -228756.715271
  nChanged 9
		SP:Iteration 18Q (18814.680000 sec): 3 clusters
  Score: Raw -231341.787020 + Penalty 2581.383201 = -228760.403819
  nChanged 8
		SP:Iteration 19Q (18814.820000 sec): 3 clusters
  Score: Raw -231344.334520 + Penalty 2581.383201 = -228762.951319
  nChanged 3
		SP:Iteration 20F (18814.960000 sec): 3 clusters
  Score: Raw -231345.540297 + Penalty 2581.383201 = -228764.157096
  nChanged 2
		SP:Iteration 21Q (18815.100000 sec): 3 clusters
  Score: Raw -231345.929703 + Penalty 2581.383201 = -228764.546503
  nChanged 2
		SP:Iteration 22Q (18815.280000 sec): 3 clusters
  Score: Raw -231346.663703 + Penalty 2581.383201 = -228765.280503
  nChanged 1
		SP:Iteration 23Q (18815.450000 sec): 3 clusters
  Score: Raw -231346.899589 + Penalty 2581.383201 = -228765.516389
  nChanged 2
		SP:Iteration 24Q (18815.620000 sec): 3 clusters
  Score: Raw -231347.392067 + Penalty 2581.383201 = -228766.008866
  nChanged 0
		SP:Iteration 25F (18815.820000 sec): 3 clusters
  Score: Raw -231347.392067 + Penalty 2581.383201 = -228766.008866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 5 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18815.930000 sec): 2 clusters
  Score: Raw -76067.222552 + Penalty 1136.812000 = -74930.410552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18816.080000 sec): 3 clusters
  Score: Raw -75731.006905 + Penalty 2273.624001 = -73457.382904
  nChanged 324
		SP:Iteration 1F (18816.220000 sec): 3 clusters
  Score: Raw -76108.728221 + Penalty 2273.624001 = -73835.104220
  nChanged 118
		SP:Iteration 2F (18816.360000 sec): 3 clusters
  Score: Raw -76326.219224 + Penalty 2273.624001 = -74052.595223
  nChanged 74
		SP:Iteration 3F (18816.510000 sec): 3 clusters
  Score: Raw -76473.147619 + Penalty 2273.624001 = -74199.523618
  nChanged 72
		SP:Iteration 4F (18816.650000 sec): 3 clusters
  Score: Raw -76632.480222 + Penalty 2273.624001 = -74358.856222
  nChanged 48
		SP:Iteration 5Q (18816.800000 sec): 3 clusters
  Score: Raw -76761.460313 + Penalty 2273.624001 = -74487.836312
  nChanged 42
		SP:Iteration 6Q (18816.940000 sec): 3 clusters
  Score: Raw -76849.246218 + Penalty 2273.624001 = -74575.622217
  nChanged 37
		SP:Iteration 7Q (18817.130000 sec): 3 clusters
  Score: Raw -76922.427457 + Penalty 2273.624001 = -74648.803456
  nChanged 29
		SP:Iteration 8Q (18817.360000 sec): 3 clusters
  Score: Raw -76969.155662 + Penalty 2273.624001 = -74695.531661
  nChanged 12
		SP:Iteration 9Q (18817.500000 sec): 3 clusters
  Score: Raw -76980.529766 + Penalty 2273.624001 = -74706.905765
  nChanged 13
		SP:Iteration 10Q (18817.640000 sec): 3 clusters
  Score: Raw -76993.908178 + Penalty 2273.624001 = -74720.284178
  nChanged 8
		SP:Iteration 11Q (18817.750000 sec): 3 clusters
  Score: Raw -77002.768540 + Penalty 2273.624001 = -74729.144539
  nChanged 3
		SP:Iteration 12Q (18817.880000 sec): 3 clusters
  Score: Raw -77005.146897 + Penalty 2273.624001 = -74731.522896
  nChanged 1
		SP:Iteration 13Q (18818.010000 sec): 3 clusters
  Score: Raw -77006.119797 + Penalty 2273.624001 = -74732.495797
  nChanged 0
		SP:Iteration 14F (18818.140000 sec): 3 clusters
  Score: Raw -77006.119797 + Penalty 2273.624001 = -74732.495797
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 6 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18818.200000 sec): 2 clusters
  Score: Raw -140281.680734 + Penalty 1211.486004 = -139070.194731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18818.350000 sec): 3 clusters
  Score: Raw -139587.042820 + Penalty 2422.972008 = -137164.070813
  nChanged 605
		SP:Iteration 1F (18818.500000 sec): 3 clusters
  Score: Raw -140055.371837 + Penalty 2422.972008 = -137632.399829
  nChanged 167
		SP:Iteration 2F (18818.650000 sec): 3 clusters
  Score: Raw -140222.300960 + Penalty 2422.972008 = -137799.328953
  nChanged 114
		SP:Iteration 3F (18818.840000 sec): 3 clusters
  Score: Raw -140332.229471 + Penalty 2422.972008 = -137909.257463
  nChanged 85
		SP:Iteration 4Q (18819.050000 sec): 3 clusters
  Score: Raw -140422.740616 + Penalty 2422.972008 = -137999.768608
  nChanged 75
		SP:Iteration 5Q (18819.180000 sec): 3 clusters
  Score: Raw -140496.546332 + Penalty 2422.972008 = -138073.574324
  nChanged 62
		SP:Iteration 6Q (18819.400000 sec): 3 clusters
  Score: Raw -140550.121240 + Penalty 2422.972008 = -138127.149233
  nChanged 44
		SP:Iteration 7Q (18819.620000 sec): 3 clusters
  Score: Raw -140587.382316 + Penalty 2422.972008 = -138164.410308
  nChanged 35
		SP:Iteration 8Q (18819.780000 sec): 3 clusters
  Score: Raw -140613.878025 + Penalty 2422.972008 = -138190.906017
  nChanged 30
		SP:Iteration 9Q (18819.950000 sec): 3 clusters
  Score: Raw -140637.233054 + Penalty 2422.972008 = -138214.261046
  nChanged 24
		SP:Iteration 10Q (18820.170000 sec): 3 clusters
  Score: Raw -140654.918122 + Penalty 2422.972008 = -138231.946114
  nChanged 18
		SP:Iteration 11Q (18820.330000 sec): 3 clusters
  Score: Raw -140666.395963 + Penalty 2422.972008 = -138243.423956
  nChanged 12
		SP:Iteration 12Q (18820.530000 sec): 3 clusters
  Score: Raw -140678.137366 + Penalty 2422.972008 = -138255.165359
  nChanged 8
		SP:Iteration 13Q (18820.690000 sec): 3 clusters
  Score: Raw -140686.502103 + Penalty 2422.972008 = -138263.530095
  nChanged 10
		SP:Iteration 14Q (18820.820000 sec): 3 clusters
  Score: Raw -140694.433043 + Penalty 2422.972008 = -138271.461035
  nChanged 9
		SP:Iteration 15Q (18821.020000 sec): 3 clusters
  Score: Raw -140703.949016 + Penalty 2422.972008 = -138280.977008
  nChanged 10
		SP:Iteration 16Q (18821.230000 sec): 3 clusters
  Score: Raw -140716.641899 + Penalty 2422.972008 = -138293.669891
  nChanged 14
		SP:Iteration 17Q (18821.400000 sec): 3 clusters
  Score: Raw -140731.892067 + Penalty 2422.972008 = -138308.920060
  nChanged 11
		SP:Iteration 18Q (18821.550000 sec): 3 clusters
  Score: Raw -140742.521670 + Penalty 2422.972008 = -138319.549662
  nChanged 6
		SP:Iteration 19Q (18821.760000 sec): 3 clusters
  Score: Raw -140748.391012 + Penalty 2422.972008 = -138325.419004
  nChanged 6
		SP:Iteration 20F (18821.960000 sec): 3 clusters
  Score: Raw -140753.833553 + Penalty 2422.972008 = -138330.861545
  nChanged 6
		SP:Iteration 21Q (18822.150000 sec): 3 clusters
  Score: Raw -140758.697900 + Penalty 2422.972008 = -138335.725892
  nChanged 6
		SP:Iteration 22Q (18822.340000 sec): 3 clusters
  Score: Raw -140763.161249 + Penalty 2422.972008 = -138340.189241
  nChanged 3
		SP:Iteration 23Q (18822.540000 sec): 3 clusters
  Score: Raw -140766.185341 + Penalty 2422.972008 = -138343.213333
  nChanged 3
		SP:Iteration 24Q (18822.730000 sec): 3 clusters
  Score: Raw -140769.607240 + Penalty 2422.972008 = -138346.635232
  nChanged 4
		SP:Iteration 25Q (18822.920000 sec): 3 clusters
  Score: Raw -140773.404653 + Penalty 2422.972008 = -138350.432645
  nChanged 4
		SP:Iteration 26Q (18823.070000 sec): 3 clusters
  Score: Raw -140776.378838 + Penalty 2422.972008 = -138353.406830
  nChanged 2
		SP:Iteration 27Q (18823.260000 sec): 3 clusters
  Score: Raw -140777.132422 + Penalty 2422.972008 = -138354.160414
  nChanged 4
		SP:Iteration 28Q (18823.430000 sec): 3 clusters
  Score: Raw -140779.522004 + Penalty 2422.972008 = -138356.549996
  nChanged 3
		SP:Iteration 29Q (18823.580000 sec): 3 clusters
  Score: Raw -140781.156841 + Penalty 2422.972008 = -138358.184833
  nChanged 2
		SP:Iteration 30Q (18823.760000 sec): 3 clusters
  Score: Raw -140784.186487 + Penalty 2422.972008 = -138361.214479
  nChanged 3
		SP:Iteration 31Q (18823.920000 sec): 3 clusters
  Score: Raw -140788.200942 + Penalty 2422.972008 = -138365.228934
  nChanged 7
		SP:Iteration 32Q (18824.090000 sec): 3 clusters
  Score: Raw -140792.975662 + Penalty 2422.972008 = -138370.003654
  nChanged 5
		SP:Iteration 33Q (18824.290000 sec): 3 clusters
  Score: Raw -140796.487787 + Penalty 2422.972008 = -138373.515780
  nChanged 1
		SP:Iteration 34Q (18824.470000 sec): 3 clusters
  Score: Raw -140796.960153 + Penalty 2422.972008 = -138373.988145
  nChanged 0
		SP:Iteration 35F (18824.680000 sec): 3 clusters
  Score: Raw -140796.960153 + Penalty 2422.972008 = -138373.988145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 7 (88540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18825.130000 sec): 2 clusters
  Score: Raw -6807851.667211 + Penalty 1851.071577 = -6806000.595633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18825.810000 sec): 3 clusters
  Score: Raw -6750295.216142 + Penalty 3702.143155 = -6746593.072988
  nChanged 42191
		SP:Iteration 1F (18826.450000 sec): 3 clusters
  Score: Raw -6775118.910601 + Penalty 3702.143155 = -6771416.767446
  nChanged 4027
		SP:Iteration 2Q (18827.140000 sec): 3 clusters
  Score: Raw -6776608.506553 + Penalty 3702.143155 = -6772906.363398
  nChanged 4525
		SP:Iteration 3F (18827.760000 sec): 3 clusters
  Score: Raw -6778705.762437 + Penalty 3702.143155 = -6775003.619282
  nChanged 5189
		SP:Iteration 4F (18828.360000 sec): 3 clusters
  Score: Raw -6781666.203697 + Penalty 3702.143155 = -6777964.060543
  nChanged 5959
		SP:Iteration 5F (18828.950000 sec): 3 clusters
  Score: Raw -6785784.205141 + Penalty 3702.143155 = -6782082.061986
  nChanged 6346
		SP:Iteration 6F (18829.590000 sec): 3 clusters
  Score: Raw -6790982.053029 + Penalty 3702.143155 = -6787279.909875
  nChanged 5876
		SP:Iteration 7F (18830.240000 sec): 3 clusters
  Score: Raw -6796246.507708 + Penalty 3702.143155 = -6792544.364554
  nChanged 4628
		SP:Iteration 8F (18830.920000 sec): 3 clusters
  Score: Raw -6800288.059737 + Penalty 3702.143155 = -6796585.916582
  nChanged 3284
		SP:Iteration 9Q (18831.680000 sec): 3 clusters
  Score: Raw -6802764.850917 + Penalty 3702.143155 = -6799062.707763
  nChanged 2258
		SP:Iteration 10Q (18832.360000 sec): 3 clusters
  Score: Raw -6804188.608775 + Penalty 3702.143155 = -6800486.465620
  nChanged 1714
		SP:Iteration 11Q (18833.040000 sec): 3 clusters
  Score: Raw -6805158.636437 + Penalty 3702.143155 = -6801456.493282
  nChanged 1371
		SP:Iteration 12Q (18833.680000 sec): 3 clusters
  Score: Raw -6805850.604460 + Penalty 3702.143155 = -6802148.461305
  nChanged 1148
		SP:Iteration 13Q (18834.400000 sec): 3 clusters
  Score: Raw -6806431.817313 + Penalty 3702.143155 = -6802729.674159
  nChanged 986
		SP:Iteration 14Q (18835.020000 sec): 3 clusters
  Score: Raw -6806925.788600 + Penalty 3702.143155 = -6803223.645445
  nChanged 883
		SP:Iteration 15Q (18835.660000 sec): 3 clusters
  Score: Raw -6807345.937462 + Penalty 3702.143155 = -6803643.794307
  nChanged 702
		SP:Iteration 16Q (18836.310000 sec): 3 clusters
  Score: Raw -6807665.016817 + Penalty 3702.143155 = -6803962.873662
  nChanged 630
		SP:Iteration 17Q (18836.880000 sec): 3 clusters
  Score: Raw -6807933.658319 + Penalty 3702.143155 = -6804231.515165
  nChanged 534
		SP:Iteration 18Q (18837.430000 sec): 3 clusters
  Score: Raw -6808144.666372 + Penalty 3702.143155 = -6804442.523218
  nChanged 422
		SP:Iteration 19Q (18838.050000 sec): 3 clusters
  Score: Raw -6808301.700396 + Penalty 3702.143155 = -6804599.557242
  nChanged 357
		SP:Iteration 20F (18838.710000 sec): 3 clusters
  Score: Raw -6808414.237106 + Penalty 3702.143155 = -6804712.093951
  nChanged 285
		SP:Iteration 21Q (18839.310000 sec): 3 clusters
  Score: Raw -6808499.107233 + Penalty 3702.143155 = -6804796.964078
  nChanged 236
		SP:Iteration 22Q (18839.940000 sec): 3 clusters
  Score: Raw -6808560.406632 + Penalty 3702.143155 = -6804858.263478
  nChanged 169
		SP:Iteration 23Q (18840.530000 sec): 3 clusters
  Score: Raw -6808597.722967 + Penalty 3702.143155 = -6804895.579812
  nChanged 152
		SP:Iteration 24Q (18841.140000 sec): 3 clusters
  Score: Raw -6808630.264408 + Penalty 3702.143155 = -6804928.121253
  nChanged 128
		SP:Iteration 25Q (18841.810000 sec): 3 clusters
  Score: Raw -6808654.403288 + Penalty 3702.143155 = -6804952.260133
  nChanged 97
		SP:Iteration 26Q (18842.460000 sec): 3 clusters
  Score: Raw -6808672.695452 + Penalty 3702.143155 = -6804970.552298
  nChanged 97
		SP:Iteration 27Q (18843.100000 sec): 3 clusters
  Score: Raw -6808691.278455 + Penalty 3702.143155 = -6804989.135301
  nChanged 78
		SP:Iteration 28Q (18843.680000 sec): 3 clusters
  Score: Raw -6808702.840078 + Penalty 3702.143155 = -6805000.696924
  nChanged 73
		SP:Iteration 29Q (18844.220000 sec): 3 clusters
  Score: Raw -6808715.476797 + Penalty 3702.143155 = -6805013.333642
  nChanged 70
		SP:Iteration 30Q (18844.860000 sec): 3 clusters
  Score: Raw -6808727.493034 + Penalty 3702.143155 = -6805025.349880
  nChanged 59
		SP:Iteration 31Q (18845.460000 sec): 3 clusters
  Score: Raw -6808738.022155 + Penalty 3702.143155 = -6805035.879001
  nChanged 54
		SP:Iteration 32Q (18846.020000 sec): 3 clusters
  Score: Raw -6808746.878720 + Penalty 3702.143155 = -6805044.735565
  nChanged 49
		SP:Iteration 33Q (18846.620000 sec): 3 clusters
  Score: Raw -6808753.387980 + Penalty 3702.143155 = -6805051.244826
  nChanged 40
		SP:Iteration 34Q (18847.200000 sec): 3 clusters
  Score: Raw -6808759.759516 + Penalty 3702.143155 = -6805057.616362
  nChanged 45
		SP:Iteration 35Q (18847.810000 sec): 3 clusters
  Score: Raw -6808767.155065 + Penalty 3702.143155 = -6805065.011910
  nChanged 35
		SP:Iteration 36Q (18848.430000 sec): 3 clusters
  Score: Raw -6808772.193958 + Penalty 3702.143155 = -6805070.050803
  nChanged 30
		SP:Iteration 37Q (18849.080000 sec): 3 clusters
  Score: Raw -6808776.953816 + Penalty 3702.143155 = -6805074.810661
  nChanged 25
		SP:Iteration 38Q (18849.760000 sec): 3 clusters
  Score: Raw -6808780.647000 + Penalty 3702.143155 = -6805078.503846
  nChanged 31
		SP:Iteration 39Q (18850.330000 sec): 3 clusters
  Score: Raw -6808784.473610 + Penalty 3702.143155 = -6805082.330456
  nChanged 24
		SP:Iteration 40F (18851.050000 sec): 3 clusters
  Score: Raw -6808786.968859 + Penalty 3702.143155 = -6805084.825704
  nChanged 18
		SP:Iteration 41Q (18851.750000 sec): 3 clusters
  Score: Raw -6808789.835285 + Penalty 3702.143155 = -6805087.692130
  nChanged 17
		SP:Iteration 42Q (18852.360000 sec): 3 clusters
  Score: Raw -6808791.649456 + Penalty 3702.143155 = -6805089.506301
  nChanged 11
		SP:Iteration 43Q (18853.020000 sec): 3 clusters
  Score: Raw -6808792.628915 + Penalty 3702.143155 = -6805090.485760
  nChanged 8
		SP:Iteration 44Q (18853.720000 sec): 3 clusters
  Score: Raw -6808793.170275 + Penalty 3702.143155 = -6805091.027120
  nChanged 8
		SP:Iteration 45Q (18854.280000 sec): 3 clusters
  Score: Raw -6808794.022323 + Penalty 3702.143155 = -6805091.879168
  nChanged 5
		SP:Iteration 46Q (18854.780000 sec): 3 clusters
  Score: Raw -6808794.338038 + Penalty 3702.143155 = -6805092.194884
  nChanged 1
		SP:Iteration 47Q (18855.360000 sec): 3 clusters
  Score: Raw -6808794.406120 + Penalty 3702.143155 = -6805092.262965
  nChanged 3
		SP:Iteration 48Q (18855.850000 sec): 3 clusters
  Score: Raw -6808794.816186 + Penalty 3702.143155 = -6805092.673031
  nChanged 4
		SP:Iteration 49Q (18856.450000 sec): 3 clusters
  Score: Raw -6808795.133691 + Penalty 3702.143155 = -6805092.990536
  nChanged 4
		SP:Iteration 50Q (18857.020000 sec): 3 clusters
  Score: Raw -6808795.523967 + Penalty 3702.143155 = -6805093.380812
  nChanged 2
		SP:Iteration 51Q (18857.660000 sec): 3 clusters
  Score: Raw -6808795.825639 + Penalty 3702.143155 = -6805093.682485
  nChanged 3
		SP:Iteration 52Q (18858.290000 sec): 3 clusters
  Score: Raw -6808796.079940 + Penalty 3702.143155 = -6805093.936785
  nChanged 6
		SP:Iteration 53Q (18858.780000 sec): 3 clusters
  Score: Raw -6808796.558829 + Penalty 3702.143155 = -6805094.415675
  nChanged 6
		SP:Iteration 54Q (18859.350000 sec): 3 clusters
  Score: Raw -6808797.144896 + Penalty 3702.143155 = -6805095.001742
  nChanged 9
		SP:Iteration 55Q (18859.890000 sec): 3 clusters
  Score: Raw -6808798.089038 + Penalty 3702.143155 = -6805095.945884
  nChanged 3
		SP:Iteration 56Q (18860.460000 sec): 3 clusters
  Score: Raw -6808798.435150 + Penalty 3702.143155 = -6805096.291996
  nChanged 5
		SP:Iteration 57Q (18861.030000 sec): 3 clusters
  Score: Raw -6808799.108372 + Penalty 3702.143155 = -6805096.965218
  nChanged 3
		SP:Iteration 58Q (18861.640000 sec): 3 clusters
  Score: Raw -6808799.377358 + Penalty 3702.143155 = -6805097.234204
  nChanged 4
		SP:Iteration 59Q (18862.250000 sec): 3 clusters
  Score: Raw -6808799.914759 + Penalty 3702.143155 = -6805097.771604
  nChanged 3
		SP:Iteration 60F (18862.880000 sec): 3 clusters
  Score: Raw -6808800.407376 + Penalty 3702.143155 = -6805098.264222
  nChanged 6
		SP:Iteration 61Q (18863.490000 sec): 3 clusters
  Score: Raw -6808800.892943 + Penalty 3702.143155 = -6805098.749789
  nChanged 3
		SP:Iteration 62Q (18864.090000 sec): 3 clusters
  Score: Raw -6808801.229606 + Penalty 3702.143155 = -6805099.086452
  nChanged 5
		SP:Iteration 63Q (18864.630000 sec): 3 clusters
  Score: Raw -6808802.329753 + Penalty 3702.143155 = -6805100.186598
  nChanged 5
		SP:Iteration 64Q (18865.180000 sec): 3 clusters
  Score: Raw -6808802.781667 + Penalty 3702.143155 = -6805100.638513
  nChanged 3
		SP:Iteration 65Q (18865.830000 sec): 3 clusters
  Score: Raw -6808803.214493 + Penalty 3702.143155 = -6805101.071338
  nChanged 5
		SP:Iteration 66Q (18866.430000 sec): 3 clusters
  Score: Raw -6808803.610411 + Penalty 3702.143155 = -6805101.467257
  nChanged 4
		SP:Iteration 67Q (18867.050000 sec): 3 clusters
  Score: Raw -6808804.029210 + Penalty 3702.143155 = -6805101.886055
  nChanged 2
		SP:Iteration 68Q (18867.670000 sec): 3 clusters
  Score: Raw -6808804.147063 + Penalty 3702.143155 = -6805102.003908
  nChanged 0
		SP:Iteration 69F (18868.310000 sec): 3 clusters
  Score: Raw -6808804.147063 + Penalty 3702.143155 = -6805102.003908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 8 (9342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18868.440000 sec): 2 clusters
  Score: Raw -793396.453145 + Penalty 1485.619792 = -791910.833354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18868.610000 sec): 3 clusters
  Score: Raw -788141.586213 + Penalty 2971.239583 = -785170.346630
  nChanged 4100
		SP:Iteration 1F (18868.760000 sec): 3 clusters
  Score: Raw -790272.061489 + Penalty 2971.239583 = -787300.821905
  nChanged 612
		SP:Iteration 2F (18869.000000 sec): 3 clusters
  Score: Raw -790530.360139 + Penalty 2971.239583 = -787559.120556
  nChanged 459
		SP:Iteration 3Q (18869.160000 sec): 3 clusters
  Score: Raw -790711.996535 + Penalty 2971.239583 = -787740.756951
  nChanged 382
		SP:Iteration 4Q (18869.420000 sec): 3 clusters
  Score: Raw -790870.004284 + Penalty 2971.239583 = -787898.764701
  nChanged 340
		SP:Iteration 5Q (18869.610000 sec): 3 clusters
  Score: Raw -791001.703782 + Penalty 2971.239583 = -788030.464198
  nChanged 361
		SP:Iteration 6Q (18869.880000 sec): 3 clusters
  Score: Raw -791148.349991 + Penalty 2971.239583 = -788177.110407
  nChanged 354
		SP:Iteration 7Q (18870.070000 sec): 3 clusters
  Score: Raw -791313.538712 + Penalty 2971.239583 = -788342.299128
  nChanged 386
		SP:Iteration 8Q (18870.320000 sec): 3 clusters
  Score: Raw -791494.261989 + Penalty 2971.239583 = -788523.022406
  nChanged 374
		SP:Iteration 9Q (18870.510000 sec): 3 clusters
  Score: Raw -791679.176956 + Penalty 2971.239583 = -788707.937372
  nChanged 370
		SP:Iteration 10Q (18870.750000 sec): 3 clusters
  Score: Raw -791857.292488 + Penalty 2971.239583 = -788886.052905
  nChanged 341
		SP:Iteration 11Q (18870.960000 sec): 3 clusters
  Score: Raw -792030.097110 + Penalty 2971.239583 = -789058.857527
  nChanged 335
		SP:Iteration 12Q (18871.130000 sec): 3 clusters
  Score: Raw -792204.523133 + Penalty 2971.239583 = -789233.283550
  nChanged 340
		SP:Iteration 13Q (18871.350000 sec): 3 clusters
  Score: Raw -792360.022230 + Penalty 2971.239583 = -789388.782646
  nChanged 314
		SP:Iteration 14Q (18871.590000 sec): 3 clusters
  Score: Raw -792501.699361 + Penalty 2971.239583 = -789530.459777
  nChanged 255
		SP:Iteration 15Q (18871.780000 sec): 3 clusters
  Score: Raw -792617.521762 + Penalty 2971.239583 = -789646.282179
  nChanged 244
		SP:Iteration 16Q (18872.000000 sec): 3 clusters
  Score: Raw -792721.071673 + Penalty 2971.239583 = -789749.832089
  nChanged 221
		SP:Iteration 17Q (18872.260000 sec): 3 clusters
  Score: Raw -792811.041610 + Penalty 2971.239583 = -789839.802026
  nChanged 200
		SP:Iteration 18Q (18872.450000 sec): 3 clusters
  Score: Raw -792886.231686 + Penalty 2971.239583 = -789914.992102
  nChanged 186
		SP:Iteration 19Q (18872.690000 sec): 3 clusters
  Score: Raw -792956.673765 + Penalty 2971.239583 = -789985.434182
  nChanged 182
		SP:Iteration 20F (18872.920000 sec): 3 clusters
  Score: Raw -793030.085111 + Penalty 2971.239583 = -790058.845527
  nChanged 170
		SP:Iteration 21Q (18873.190000 sec): 3 clusters
  Score: Raw -793093.220352 + Penalty 2971.239583 = -790121.980769
  nChanged 142
		SP:Iteration 22Q (18873.410000 sec): 3 clusters
  Score: Raw -793138.923250 + Penalty 2971.239583 = -790167.683667
  nChanged 129
		SP:Iteration 23Q (18873.640000 sec): 3 clusters
  Score: Raw -793181.066275 + Penalty 2971.239583 = -790209.826692
  nChanged 111
		SP:Iteration 24Q (18873.950000 sec): 3 clusters
  Score: Raw -793217.769010 + Penalty 2971.239583 = -790246.529426
  nChanged 98
		SP:Iteration 25Q (18874.170000 sec): 3 clusters
  Score: Raw -793252.730969 + Penalty 2971.239583 = -790281.491386
  nChanged 99
		SP:Iteration 26Q (18874.370000 sec): 3 clusters
  Score: Raw -793292.385612 + Penalty 2971.239583 = -790321.146028
  nChanged 103
		SP:Iteration 27Q (18874.610000 sec): 3 clusters
  Score: Raw -793335.152991 + Penalty 2971.239583 = -790363.913407
  nChanged 102
		SP:Iteration 28Q (18874.810000 sec): 3 clusters
  Score: Raw -793380.288454 + Penalty 2971.239583 = -790409.048870
  nChanged 105
		SP:Iteration 29Q (18875.050000 sec): 3 clusters
  Score: Raw -793426.957783 + Penalty 2971.239583 = -790455.718199
  nChanged 95
		SP:Iteration 30Q (18875.260000 sec): 3 clusters
  Score: Raw -793471.477028 + Penalty 2971.239583 = -790500.237445
  nChanged 95
		SP:Iteration 31Q (18875.490000 sec): 3 clusters
  Score: Raw -793516.424281 + Penalty 2971.239583 = -790545.184698
  nChanged 81
		SP:Iteration 32Q (18875.680000 sec): 3 clusters
  Score: Raw -793550.028289 + Penalty 2971.239583 = -790578.788705
  nChanged 75
		SP:Iteration 33Q (18875.900000 sec): 3 clusters
  Score: Raw -793580.650812 + Penalty 2971.239583 = -790609.411229
  nChanged 71
		SP:Iteration 34Q (18876.140000 sec): 3 clusters
  Score: Raw -793608.380595 + Penalty 2971.239583 = -790637.141012
  nChanged 65
		SP:Iteration 35Q (18876.360000 sec): 3 clusters
  Score: Raw -793635.915461 + Penalty 2971.239583 = -790664.675877
  nChanged 54
		SP:Iteration 36Q (18876.570000 sec): 3 clusters
  Score: Raw -793656.246690 + Penalty 2971.239583 = -790685.007107
  nChanged 43
		SP:Iteration 37Q (18876.820000 sec): 3 clusters
  Score: Raw -793673.276035 + Penalty 2971.239583 = -790702.036452
  nChanged 38
		SP:Iteration 38Q (18877.000000 sec): 3 clusters
  Score: Raw -793688.572370 + Penalty 2971.239583 = -790717.332787
  nChanged 29
		SP:Iteration 39Q (18877.190000 sec): 3 clusters
  Score: Raw -793699.663356 + Penalty 2971.239583 = -790728.423773
  nChanged 24
		SP:Iteration 40F (18877.490000 sec): 3 clusters
  Score: Raw -793709.186905 + Penalty 2971.239583 = -790737.947322
  nChanged 19
		SP:Iteration 41Q (18877.630000 sec): 3 clusters
  Score: Raw -793716.889607 + Penalty 2971.239583 = -790745.650024
  nChanged 18
		SP:Iteration 42Q (18877.890000 sec): 3 clusters
  Score: Raw -793721.470060 + Penalty 2971.239583 = -790750.230477
  nChanged 9
		SP:Iteration 43Q (18878.060000 sec): 3 clusters
  Score: Raw -793724.113795 + Penalty 2971.239583 = -790752.874212
  nChanged 8
		SP:Iteration 44Q (18878.310000 sec): 3 clusters
  Score: Raw -793725.720288 + Penalty 2971.239583 = -790754.480705
  nChanged 7
		SP:Iteration 45Q (18878.560000 sec): 3 clusters
  Score: Raw -793728.194360 + Penalty 2971.239583 = -790756.954777
  nChanged 15
		SP:Iteration 46Q (18878.750000 sec): 3 clusters
  Score: Raw -793734.121198 + Penalty 2971.239583 = -790762.881615
  nChanged 13
		SP:Iteration 47Q (18878.980000 sec): 3 clusters
  Score: Raw -793738.986126 + Penalty 2971.239583 = -790767.746543
  nChanged 12
		SP:Iteration 48Q (18879.220000 sec): 3 clusters
  Score: Raw -793742.971711 + Penalty 2971.239583 = -790771.732128
  nChanged 8
		SP:Iteration 49Q (18879.420000 sec): 3 clusters
  Score: Raw -793745.400294 + Penalty 2971.239583 = -790774.160711
  nChanged 11
		SP:Iteration 50Q (18879.610000 sec): 3 clusters
  Score: Raw -793749.638380 + Penalty 2971.239583 = -790778.398796
  nChanged 13
		SP:Iteration 51Q (18879.810000 sec): 3 clusters
  Score: Raw -793753.929425 + Penalty 2971.239583 = -790782.689842
  nChanged 17
		SP:Iteration 52Q (18880.010000 sec): 3 clusters
  Score: Raw -793759.109082 + Penalty 2971.239583 = -790787.869499
  nChanged 12
		SP:Iteration 53Q (18880.220000 sec): 3 clusters
  Score: Raw -793763.142993 + Penalty 2971.239583 = -790791.903409
  nChanged 14
		SP:Iteration 54Q (18880.490000 sec): 3 clusters
  Score: Raw -793766.503042 + Penalty 2971.239583 = -790795.263458
  nChanged 10
		SP:Iteration 55Q (18880.700000 sec): 3 clusters
  Score: Raw -793769.447033 + Penalty 2971.239583 = -790798.207449
  nChanged 11
		SP:Iteration 56Q (18880.890000 sec): 3 clusters
  Score: Raw -793772.985849 + Penalty 2971.239583 = -790801.746266
  nChanged 8
		SP:Iteration 57Q (18881.090000 sec): 3 clusters
  Score: Raw -793775.240913 + Penalty 2971.239583 = -790804.001330
  nChanged 8
		SP:Iteration 58Q (18881.270000 sec): 3 clusters
  Score: Raw -793776.534866 + Penalty 2971.239583 = -790805.295282
  nChanged 7
		SP:Iteration 59Q (18881.460000 sec): 3 clusters
  Score: Raw -793778.757363 + Penalty 2971.239583 = -790807.517780
  nChanged 3
		SP:Iteration 60F (18881.750000 sec): 3 clusters
  Score: Raw -793779.324431 + Penalty 2971.239583 = -790808.084848
  nChanged 4
		SP:Iteration 61Q (18882.020000 sec): 3 clusters
  Score: Raw -793779.777526 + Penalty 2971.239583 = -790808.537943
  nChanged 3
		SP:Iteration 62Q (18882.250000 sec): 3 clusters
  Score: Raw -793780.565222 + Penalty 2971.239583 = -790809.325638
  nChanged 3
		SP:Iteration 63Q (18882.460000 sec): 3 clusters
  Score: Raw -793781.590545 + Penalty 2971.239583 = -790810.350961
  nChanged 2
		SP:Iteration 64Q (18882.710000 sec): 3 clusters
  Score: Raw -793781.829357 + Penalty 2971.239583 = -790810.589774
  nChanged 0
		SP:Iteration 65F (18882.920000 sec): 3 clusters
  Score: Raw -793781.829357 + Penalty 2971.239583 = -790810.589774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 9 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18883.050000 sec): 2 clusters
  Score: Raw -36595.490713 + Penalty 993.832470 = -35601.658243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18883.230000 sec): 3 clusters
  Score: Raw -36559.996114 + Penalty 1987.664941 = -34572.331173
  nChanged 100
		SP:Iteration 1F (18883.430000 sec): 3 clusters
  Score: Raw -36702.087919 + Penalty 1987.664941 = -34714.422978
  nChanged 17
		SP:Iteration 2Q (18883.620000 sec): 3 clusters
  Score: Raw -36731.421764 + Penalty 1987.664941 = -34743.756823
  nChanged 8
		SP:Iteration 3Q (18883.790000 sec): 3 clusters
  Score: Raw -36749.408029 + Penalty 1987.664941 = -34761.743089
  nChanged 7
		SP:Iteration 4Q (18883.940000 sec): 3 clusters
  Score: Raw -36759.784646 + Penalty 1987.664941 = -34772.119705
  nChanged 1
		SP:Iteration 5Q (18884.090000 sec): 3 clusters
  Score: Raw -36762.392853 + Penalty 1987.664941 = -34774.727912
  nChanged 2
		SP:Iteration 6Q (18884.300000 sec): 3 clusters
  Score: Raw -36764.689129 + Penalty 1987.664941 = -34777.024189
  nChanged 0
		SP:Iteration 7F (18884.480000 sec): 3 clusters
  Score: Raw -36764.689129 + Penalty 1987.664941 = -34777.024189
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 10 (5631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18884.630000 sec): 2 clusters
  Score: Raw -430959.929708 + Penalty 1403.356878 = -429556.572830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18884.850000 sec): 3 clusters
  Score: Raw -428048.243263 + Penalty 2806.713756 = -425241.529507
  nChanged 2284
		SP:Iteration 1F (18885.050000 sec): 3 clusters
  Score: Raw -429422.467789 + Penalty 2806.713756 = -426615.754033
  nChanged 478
		SP:Iteration 2F (18885.250000 sec): 3 clusters
  Score: Raw -429761.958425 + Penalty 2806.713756 = -426955.244669
  nChanged 403
		SP:Iteration 3F (18885.470000 sec): 3 clusters
  Score: Raw -430056.331500 + Penalty 2806.713756 = -427249.617744
  nChanged 322
		SP:Iteration 4F (18885.620000 sec): 3 clusters
  Score: Raw -430285.143399 + Penalty 2806.713756 = -427478.429643
  nChanged 304
		SP:Iteration 5F (18885.790000 sec): 3 clusters
  Score: Raw -430478.627860 + Penalty 2806.713756 = -427671.914104
  nChanged 261
		SP:Iteration 6Q (18886.000000 sec): 3 clusters
  Score: Raw -430653.602656 + Penalty 2806.713756 = -427846.888900
  nChanged 214
		SP:Iteration 7Q (18886.240000 sec): 3 clusters
  Score: Raw -430780.527720 + Penalty 2806.713756 = -427973.813965
  nChanged 187
		SP:Iteration 8Q (18886.480000 sec): 3 clusters
  Score: Raw -430886.591638 + Penalty 2806.713756 = -428079.877882
  nChanged 146
		SP:Iteration 9Q (18886.700000 sec): 3 clusters
  Score: Raw -430949.647539 + Penalty 2806.713756 = -428142.933784
  nChanged 102
		SP:Iteration 10Q (18886.880000 sec): 3 clusters
  Score: Raw -430990.984306 + Penalty 2806.713756 = -428184.270551
  nChanged 85
		SP:Iteration 11Q (18887.050000 sec): 3 clusters
  Score: Raw -431028.743296 + Penalty 2806.713756 = -428222.029540
  nChanged 81
		SP:Iteration 12Q (18887.230000 sec): 3 clusters
  Score: Raw -431059.843944 + Penalty 2806.713756 = -428253.130188
  nChanged 64
		SP:Iteration 13Q (18887.430000 sec): 3 clusters
  Score: Raw -431083.734209 + Penalty 2806.713756 = -428277.020453
  nChanged 55
		SP:Iteration 14Q (18887.560000 sec): 3 clusters
  Score: Raw -431100.557496 + Penalty 2806.713756 = -428293.843740
  nChanged 42
		SP:Iteration 15Q (18887.770000 sec): 3 clusters
  Score: Raw -431114.273702 + Penalty 2806.713756 = -428307.559946
  nChanged 37
		SP:Iteration 16Q (18887.940000 sec): 3 clusters
  Score: Raw -431125.846871 + Penalty 2806.713756 = -428319.133115
  nChanged 41
		SP:Iteration 17Q (18888.120000 sec): 3 clusters
  Score: Raw -431139.988012 + Penalty 2806.713756 = -428333.274256
  nChanged 34
		SP:Iteration 18Q (18888.320000 sec): 3 clusters
  Score: Raw -431150.739211 + Penalty 2806.713756 = -428344.025456
  nChanged 24
		SP:Iteration 19Q (18888.470000 sec): 3 clusters
  Score: Raw -431158.327077 + Penalty 2806.713756 = -428351.613321
  nChanged 24
		SP:Iteration 20F (18888.690000 sec): 3 clusters
  Score: Raw -431165.729931 + Penalty 2806.713756 = -428359.016175
  nChanged 19
		SP:Iteration 21Q (18888.850000 sec): 3 clusters
  Score: Raw -431171.653771 + Penalty 2806.713756 = -428364.940016
  nChanged 18
		SP:Iteration 22Q (18889.020000 sec): 3 clusters
  Score: Raw -431176.512086 + Penalty 2806.713756 = -428369.798330
  nChanged 12
		SP:Iteration 23Q (18889.160000 sec): 3 clusters
  Score: Raw -431179.652503 + Penalty 2806.713756 = -428372.938747
  nChanged 8
		SP:Iteration 24Q (18889.320000 sec): 3 clusters
  Score: Raw -431181.872629 + Penalty 2806.713756 = -428375.158873
  nChanged 7
		SP:Iteration 25Q (18889.490000 sec): 3 clusters
  Score: Raw -431183.089348 + Penalty 2806.713756 = -428376.375593
  nChanged 10
		SP:Iteration 26Q (18889.690000 sec): 3 clusters
  Score: Raw -431186.093967 + Penalty 2806.713756 = -428379.380211
  nChanged 12
		SP:Iteration 27Q (18889.830000 sec): 3 clusters
  Score: Raw -431189.041920 + Penalty 2806.713756 = -428382.328165
  nChanged 11
		SP:Iteration 28Q (18889.940000 sec): 3 clusters
  Score: Raw -431191.582337 + Penalty 2806.713756 = -428384.868582
  nChanged 12
		SP:Iteration 29Q (18890.060000 sec): 3 clusters
  Score: Raw -431195.353024 + Penalty 2806.713756 = -428388.639269
  nChanged 13
		SP:Iteration 30Q (18890.180000 sec): 3 clusters
  Score: Raw -431199.059282 + Penalty 2806.713756 = -428392.345526
  nChanged 11
		SP:Iteration 31Q (18890.300000 sec): 3 clusters
  Score: Raw -431202.380600 + Penalty 2806.713756 = -428395.666845
  nChanged 11
		SP:Iteration 32Q (18890.420000 sec): 3 clusters
  Score: Raw -431206.255522 + Penalty 2806.713756 = -428399.541767
  nChanged 6
		SP:Iteration 33Q (18890.540000 sec): 3 clusters
  Score: Raw -431208.263220 + Penalty 2806.713756 = -428401.549464
  nChanged 7
		SP:Iteration 34Q (18890.700000 sec): 3 clusters
  Score: Raw -431210.318375 + Penalty 2806.713756 = -428403.604619
  nChanged 3
		SP:Iteration 35Q (18890.900000 sec): 3 clusters
  Score: Raw -431211.151644 + Penalty 2806.713756 = -428404.437889
  nChanged 2
		SP:Iteration 36Q (18891.090000 sec): 3 clusters
  Score: Raw -431211.604686 + Penalty 2806.713756 = -428404.890930
  nChanged 0
		SP:Iteration 37F (18891.290000 sec): 3 clusters
  Score: Raw -431211.604686 + Penalty 2806.713756 = -428404.890930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 11 (4664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18891.420000 sec): 2 clusters
  Score: Raw -353876.362358 + Penalty 1372.739668 = -352503.622689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18891.630000 sec): 3 clusters
  Score: Raw -351550.441940 + Penalty 2745.479337 = -348804.962603
  nChanged 1886
		SP:Iteration 1F (18891.820000 sec): 3 clusters
  Score: Raw -352716.125339 + Penalty 2745.479337 = -349970.646003
  nChanged 340
		SP:Iteration 2F (18892.000000 sec): 3 clusters
  Score: Raw -352936.530745 + Penalty 2745.479337 = -350191.051408
  nChanged 268
		SP:Iteration 3F (18892.210000 sec): 3 clusters
  Score: Raw -353118.055581 + Penalty 2745.479337 = -350372.576244
  nChanged 216
		SP:Iteration 4Q (18892.330000 sec): 3 clusters
  Score: Raw -353261.684992 + Penalty 2745.479337 = -350516.205655
  nChanged 187
		SP:Iteration 5Q (18892.550000 sec): 3 clusters
  Score: Raw -353378.994416 + Penalty 2745.479337 = -350633.515079
  nChanged 170
		SP:Iteration 6Q (18892.810000 sec): 3 clusters
  Score: Raw -353482.135049 + Penalty 2745.479337 = -350736.655713
  nChanged 185
		SP:Iteration 7Q (18892.960000 sec): 3 clusters
  Score: Raw -353597.174393 + Penalty 2745.479337 = -350851.695056
  nChanged 173
		SP:Iteration 8Q (18893.150000 sec): 3 clusters
  Score: Raw -353709.988341 + Penalty 2745.479337 = -350964.509004
  nChanged 152
		SP:Iteration 9Q (18893.450000 sec): 3 clusters
  Score: Raw -353812.987886 + Penalty 2745.479337 = -351067.508549
  nChanged 131
		SP:Iteration 10Q (18893.710000 sec): 3 clusters
  Score: Raw -353883.350130 + Penalty 2745.479337 = -351137.870793
  nChanged 110
		SP:Iteration 11Q (18893.920000 sec): 3 clusters
  Score: Raw -353945.819475 + Penalty 2745.479337 = -351200.340139
  nChanged 98
		SP:Iteration 12Q (18894.110000 sec): 3 clusters
  Score: Raw -354000.477038 + Penalty 2745.479337 = -351254.997701
  nChanged 86
		SP:Iteration 13Q (18894.310000 sec): 3 clusters
  Score: Raw -354049.434484 + Penalty 2745.479337 = -351303.955147
  nChanged 76
		SP:Iteration 14Q (18894.480000 sec): 3 clusters
  Score: Raw -354091.367654 + Penalty 2745.479337 = -351345.888318
  nChanged 66
		SP:Iteration 15Q (18894.670000 sec): 3 clusters
  Score: Raw -354123.562288 + Penalty 2745.479337 = -351378.082951
  nChanged 75
		SP:Iteration 16Q (18894.870000 sec): 3 clusters
  Score: Raw -354164.929595 + Penalty 2745.479337 = -351419.450259
  nChanged 65
		SP:Iteration 17Q (18895.070000 sec): 3 clusters
  Score: Raw -354188.312352 + Penalty 2745.479337 = -351442.833015
  nChanged 52
		SP:Iteration 18Q (18895.290000 sec): 3 clusters
  Score: Raw -354207.466262 + Penalty 2745.479337 = -351461.986925
  nChanged 41
		SP:Iteration 19Q (18895.460000 sec): 3 clusters
  Score: Raw -354220.195514 + Penalty 2745.479337 = -351474.716178
  nChanged 33
		SP:Iteration 20F (18895.690000 sec): 3 clusters
  Score: Raw -354234.264469 + Penalty 2745.479337 = -351488.785133
  nChanged 34
		SP:Iteration 21Q (18895.930000 sec): 3 clusters
  Score: Raw -354246.812475 + Penalty 2745.479337 = -351501.333138
  nChanged 24
		SP:Iteration 22Q (18896.110000 sec): 3 clusters
  Score: Raw -354253.937710 + Penalty 2745.479337 = -351508.458373
  nChanged 16
		SP:Iteration 23Q (18896.290000 sec): 3 clusters
  Score: Raw -354257.666492 + Penalty 2745.479337 = -351512.187155
  nChanged 5
		SP:Iteration 24Q (18896.510000 sec): 3 clusters
  Score: Raw -354258.634476 + Penalty 2745.479337 = -351513.155140
  nChanged 10
		SP:Iteration 25Q (18896.770000 sec): 3 clusters
  Score: Raw -354261.118756 + Penalty 2745.479337 = -351515.639419
  nChanged 7
		SP:Iteration 26Q (18896.980000 sec): 3 clusters
  Score: Raw -354264.481276 + Penalty 2745.479337 = -351519.001940
  nChanged 16
		SP:Iteration 27Q (18897.180000 sec): 3 clusters
  Score: Raw -354268.889577 + Penalty 2745.479337 = -351523.410240
  nChanged 16
		SP:Iteration 28Q (18897.410000 sec): 3 clusters
  Score: Raw -354273.442250 + Penalty 2745.479337 = -351527.962913
  nChanged 14
		SP:Iteration 29Q (18897.650000 sec): 3 clusters
  Score: Raw -354276.317946 + Penalty 2745.479337 = -351530.838609
  nChanged 7
		SP:Iteration 30Q (18897.840000 sec): 3 clusters
  Score: Raw -354278.601212 + Penalty 2745.479337 = -351533.121876
  nChanged 9
		SP:Iteration 31Q (18898.060000 sec): 3 clusters
  Score: Raw -354283.109412 + Penalty 2745.479337 = -351537.630076
  nChanged 15
		SP:Iteration 32Q (18898.200000 sec): 3 clusters
  Score: Raw -354288.054449 + Penalty 2745.479337 = -351542.575112
  nChanged 14
		SP:Iteration 33Q (18898.420000 sec): 3 clusters
  Score: Raw -354292.113394 + Penalty 2745.479337 = -351546.634058
  nChanged 14
		SP:Iteration 34Q (18898.640000 sec): 3 clusters
  Score: Raw -354294.799805 + Penalty 2745.479337 = -351549.320468
  nChanged 12
		SP:Iteration 35Q (18898.840000 sec): 3 clusters
  Score: Raw -354298.090935 + Penalty 2745.479337 = -351552.611598
  nChanged 15
		SP:Iteration 36Q (18899.060000 sec): 3 clusters
  Score: Raw -354303.975833 + Penalty 2745.479337 = -351558.496496
  nChanged 21
		SP:Iteration 37Q (18899.220000 sec): 3 clusters
  Score: Raw -354310.573887 + Penalty 2745.479337 = -351565.094551
  nChanged 18
		SP:Iteration 38Q (18899.400000 sec): 3 clusters
  Score: Raw -354318.078378 + Penalty 2745.479337 = -351572.599041
  nChanged 20
		SP:Iteration 39Q (18899.640000 sec): 3 clusters
  Score: Raw -354326.962871 + Penalty 2745.479337 = -351581.483535
  nChanged 24
		SP:Iteration 40F (18899.850000 sec): 3 clusters
  Score: Raw -354333.936694 + Penalty 2745.479337 = -351588.457358
  nChanged 13
		SP:Iteration 41Q (18900.000000 sec): 3 clusters
  Score: Raw -354337.675089 + Penalty 2745.479337 = -351592.195752
  nChanged 16
		SP:Iteration 42Q (18900.240000 sec): 3 clusters
  Score: Raw -354342.144769 + Penalty 2745.479337 = -351596.665432
  nChanged 9
		SP:Iteration 43Q (18900.420000 sec): 3 clusters
  Score: Raw -354344.641535 + Penalty 2745.479337 = -351599.162199
  nChanged 10
		SP:Iteration 44Q (18900.680000 sec): 3 clusters
  Score: Raw -354348.162777 + Penalty 2745.479337 = -351602.683441
  nChanged 14
		SP:Iteration 45Q (18900.870000 sec): 3 clusters
  Score: Raw -354352.768293 + Penalty 2745.479337 = -351607.288956
  nChanged 14
		SP:Iteration 46Q (18901.080000 sec): 3 clusters
  Score: Raw -354356.216638 + Penalty 2745.479337 = -351610.737301
  nChanged 15
		SP:Iteration 47Q (18901.280000 sec): 3 clusters
  Score: Raw -354361.898029 + Penalty 2745.479337 = -351616.418692
  nChanged 16
		SP:Iteration 48Q (18901.490000 sec): 3 clusters
  Score: Raw -354367.951337 + Penalty 2745.479337 = -351622.472001
  nChanged 23
		SP:Iteration 49Q (18901.660000 sec): 3 clusters
  Score: Raw -354377.232821 + Penalty 2745.479337 = -351631.753485
  nChanged 27
		SP:Iteration 50Q (18901.910000 sec): 3 clusters
  Score: Raw -354391.493738 + Penalty 2745.479337 = -351646.014401
  nChanged 33
		SP:Iteration 51Q (18902.120000 sec): 3 clusters
  Score: Raw -354409.967559 + Penalty 2745.479337 = -351664.488222
  nChanged 37
		SP:Iteration 52Q (18902.290000 sec): 3 clusters
  Score: Raw -354430.842691 + Penalty 2745.479337 = -351685.363355
  nChanged 37
		SP:Iteration 53Q (18902.490000 sec): 3 clusters
  Score: Raw -354449.111612 + Penalty 2745.479337 = -351703.632275
  nChanged 39
		SP:Iteration 54Q (18902.680000 sec): 3 clusters
  Score: Raw -354472.697966 + Penalty 2745.479337 = -351727.218629
  nChanged 44
		SP:Iteration 55Q (18902.860000 sec): 3 clusters
  Score: Raw -354497.724369 + Penalty 2745.479337 = -351752.245032
  nChanged 41
		SP:Iteration 56Q (18903.030000 sec): 3 clusters
  Score: Raw -354517.239076 + Penalty 2745.479337 = -351771.759739
  nChanged 32
		SP:Iteration 57Q (18903.200000 sec): 3 clusters
  Score: Raw -354537.282305 + Penalty 2745.479337 = -351791.802968
  nChanged 34
		SP:Iteration 58Q (18903.420000 sec): 3 clusters
  Score: Raw -354558.072845 + Penalty 2745.479337 = -351812.593508
  nChanged 34
		SP:Iteration 59Q (18903.620000 sec): 3 clusters
  Score: Raw -354570.149254 + Penalty 2745.479337 = -351824.669917
  nChanged 24
		SP:Iteration 60F (18903.800000 sec): 3 clusters
  Score: Raw -354580.019794 + Penalty 2745.479337 = -351834.540457
  nChanged 18
		SP:Iteration 61Q (18904.000000 sec): 3 clusters
  Score: Raw -354587.847707 + Penalty 2745.479337 = -351842.368370
  nChanged 19
		SP:Iteration 62Q (18904.190000 sec): 3 clusters
  Score: Raw -354594.180052 + Penalty 2745.479337 = -351848.700715
  nChanged 15
		SP:Iteration 63Q (18904.380000 sec): 3 clusters
  Score: Raw -354602.323440 + Penalty 2745.479337 = -351856.844103
  nChanged 22
		SP:Iteration 64Q (18904.600000 sec): 3 clusters
  Score: Raw -354611.756511 + Penalty 2745.479337 = -351866.277175
  nChanged 19
		SP:Iteration 65Q (18904.760000 sec): 3 clusters
  Score: Raw -354617.634546 + Penalty 2745.479337 = -351872.155210
  nChanged 13
		SP:Iteration 66Q (18904.950000 sec): 3 clusters
  Score: Raw -354623.372951 + Penalty 2745.479337 = -351877.893615
  nChanged 17
		SP:Iteration 67Q (18905.120000 sec): 3 clusters
  Score: Raw -354628.908810 + Penalty 2745.479337 = -351883.429473
  nChanged 7
		SP:Iteration 68Q (18905.340000 sec): 3 clusters
  Score: Raw -354631.133366 + Penalty 2745.479337 = -351885.654029
  nChanged 11
		SP:Iteration 69Q (18905.500000 sec): 3 clusters
  Score: Raw -354634.829566 + Penalty 2745.479337 = -351889.350230
  nChanged 8
		SP:Iteration 70Q (18905.720000 sec): 3 clusters
  Score: Raw -354638.075572 + Penalty 2745.479337 = -351892.596236
  nChanged 9
		SP:Iteration 71Q (18905.860000 sec): 3 clusters
  Score: Raw -354640.007431 + Penalty 2745.479337 = -351894.528094
  nChanged 4
		SP:Iteration 72Q (18906.060000 sec): 3 clusters
  Score: Raw -354641.424116 + Penalty 2745.479337 = -351895.944779
  nChanged 1
		SP:Iteration 73Q (18906.190000 sec): 3 clusters
  Score: Raw -354641.780204 + Penalty 2745.479337 = -351896.300868
  nChanged 2
		SP:Iteration 74Q (18906.340000 sec): 3 clusters
  Score: Raw -354642.244427 + Penalty 2745.479337 = -351896.765090
  nChanged 1
		SP:Iteration 75Q (18906.540000 sec): 3 clusters
  Score: Raw -354642.341667 + Penalty 2745.479337 = -351896.862331
  nChanged 1
		SP:Iteration 76Q (18906.740000 sec): 3 clusters
  Score: Raw -354642.452567 + Penalty 2745.479337 = -351896.973230
  nChanged 1
		SP:Iteration 77Q (18906.940000 sec): 3 clusters
  Score: Raw -354642.647318 + Penalty 2745.479337 = -351897.167981
  nChanged 1
		SP:Iteration 78Q (18907.130000 sec): 3 clusters
  Score: Raw -354642.808542 + Penalty 2745.479337 = -351897.329206
  nChanged 0
		SP:Iteration 79F (18907.280000 sec): 3 clusters
  Score: Raw -354642.808542 + Penalty 2745.479337 = -351897.329206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 12 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18907.360000 sec): 2 clusters
  Score: Raw -42275.837533 + Penalty 1031.450747 = -41244.386786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18907.520000 sec): 3 clusters
  Score: Raw -42179.631506 + Penalty 2062.901493 = -40116.730013
  nChanged 146
		SP:Iteration 1F (18907.680000 sec): 3 clusters
  Score: Raw -42369.024649 + Penalty 2062.901493 = -40306.123156
  nChanged 34
		SP:Iteration 2F (18907.840000 sec): 3 clusters
  Score: Raw -42438.195169 + Penalty 2062.901493 = -40375.293676
  nChanged 21
		SP:Iteration 3Q (18907.990000 sec): 3 clusters
  Score: Raw -42513.389400 + Penalty 2062.901493 = -40450.487907
  nChanged 18
		SP:Iteration 4Q (18908.100000 sec): 3 clusters
  Score: Raw -42578.153185 + Penalty 2062.901493 = -40515.251691
  nChanged 12
		SP:Iteration 5Q (18908.300000 sec): 3 clusters
  Score: Raw -42601.956935 + Penalty 2062.901493 = -40539.055442
  nChanged 11
		SP:Iteration 6Q (18908.410000 sec): 3 clusters
  Score: Raw -42620.695750 + Penalty 2062.901493 = -40557.794257
  nChanged 5
		SP:Iteration 7Q (18908.560000 sec): 3 clusters
  Score: Raw -42632.477882 + Penalty 2062.901493 = -40569.576389
  nChanged 3
		SP:Iteration 8Q (18908.730000 sec): 3 clusters
  Score: Raw -42635.439302 + Penalty 2062.901493 = -40572.537809
  nChanged 4
		SP:Iteration 9Q (18908.870000 sec): 3 clusters
  Score: Raw -42639.613460 + Penalty 2062.901493 = -40576.711967
  nChanged 3
		SP:Iteration 10Q (18909.110000 sec): 3 clusters
  Score: Raw -42643.476083 + Penalty 2062.901493 = -40580.574589
  nChanged 2
		SP:Iteration 11Q (18909.260000 sec): 3 clusters
  Score: Raw -42648.961424 + Penalty 2062.901493 = -40586.059931
  nChanged 1
		SP:Iteration 12Q (18909.460000 sec): 3 clusters
  Score: Raw -42649.655269 + Penalty 2062.901493 = -40586.753775
  nChanged 0
		SP:Iteration 13F (18909.700000 sec): 3 clusters
  Score: Raw -42649.655269 + Penalty 2062.901493 = -40586.753775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 13 (18139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18909.840000 sec): 2 clusters
  Score: Raw -1492324.128226 + Penalty 1593.445684 = -1490730.682541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18910.160000 sec): 3 clusters
  Score: Raw -1481382.796090 + Penalty 3186.891368 = -1478195.904721
  nChanged 8229
		SP:Iteration 1F (18910.380000 sec): 3 clusters
  Score: Raw -1485935.083813 + Penalty 3186.891368 = -1482748.192444
  nChanged 887
		SP:Iteration 2Q (18910.670000 sec): 3 clusters
  Score: Raw -1486225.595284 + Penalty 3186.891368 = -1483038.703915
  nChanged 752
		SP:Iteration 3Q (18910.930000 sec): 3 clusters
  Score: Raw -1486454.537175 + Penalty 3186.891368 = -1483267.645807
  nChanged 673
		SP:Iteration 4Q (18911.210000 sec): 3 clusters
  Score: Raw -1486658.027154 + Penalty 3186.891368 = -1483471.135785
  nChanged 648
		SP:Iteration 5Q (18911.480000 sec): 3 clusters
  Score: Raw -1486910.177813 + Penalty 3186.891368 = -1483723.286444
  nChanged 810
		SP:Iteration 6Q (18911.740000 sec): 3 clusters
  Score: Raw -1487297.248076 + Penalty 3186.891368 = -1484110.356708
  nChanged 1006
		SP:Iteration 7F (18911.990000 sec): 3 clusters
  Score: Raw -1487867.200718 + Penalty 3186.891368 = -1484680.309350
  nChanged 1088
		SP:Iteration 8F (18912.260000 sec): 3 clusters
  Score: Raw -1488580.706322 + Penalty 3186.891368 = -1485393.814954
  nChanged 1118
		SP:Iteration 9F (18912.560000 sec): 3 clusters
  Score: Raw -1489412.015095 + Penalty 3186.891368 = -1486225.123727
  nChanged 1000
		SP:Iteration 10F (18912.840000 sec): 3 clusters
  Score: Raw -1490161.852389 + Penalty 3186.891368 = -1486974.961020
  nChanged 840
		SP:Iteration 11Q (18913.090000 sec): 3 clusters
  Score: Raw -1490816.489303 + Penalty 3186.891368 = -1487629.597935
  nChanged 645
		SP:Iteration 12Q (18913.410000 sec): 3 clusters
  Score: Raw -1491329.653431 + Penalty 3186.891368 = -1488142.762062
  nChanged 452
		SP:Iteration 13Q (18913.640000 sec): 3 clusters
  Score: Raw -1491701.233557 + Penalty 3186.891368 = -1488514.342188
  nChanged 300
		SP:Iteration 14Q (18913.940000 sec): 3 clusters
  Score: Raw -1491935.519253 + Penalty 3186.891368 = -1488748.627885
  nChanged 187
		SP:Iteration 15Q (18914.150000 sec): 3 clusters
  Score: Raw -1492078.414981 + Penalty 3186.891368 = -1488891.523613
  nChanged 126
		SP:Iteration 16Q (18914.410000 sec): 3 clusters
  Score: Raw -1492184.356867 + Penalty 3186.891368 = -1488997.465499
  nChanged 108
		SP:Iteration 17Q (18914.680000 sec): 3 clusters
  Score: Raw -1492267.637882 + Penalty 3186.891368 = -1489080.746514
  nChanged 75
		SP:Iteration 18Q (18914.970000 sec): 3 clusters
  Score: Raw -1492330.964989 + Penalty 3186.891368 = -1489144.073620
  nChanged 59
		SP:Iteration 19Q (18915.200000 sec): 3 clusters
  Score: Raw -1492371.632173 + Penalty 3186.891368 = -1489184.740804
  nChanged 53
		SP:Iteration 20F (18915.440000 sec): 3 clusters
  Score: Raw -1492411.687287 + Penalty 3186.891368 = -1489224.795919
  nChanged 36
		SP:Iteration 21Q (18915.690000 sec): 3 clusters
  Score: Raw -1492444.431701 + Penalty 3186.891368 = -1489257.540333
  nChanged 38
		SP:Iteration 22Q (18915.960000 sec): 3 clusters
  Score: Raw -1492467.496165 + Penalty 3186.891368 = -1489280.604796
  nChanged 22
		SP:Iteration 23Q (18916.230000 sec): 3 clusters
  Score: Raw -1492482.385095 + Penalty 3186.891368 = -1489295.493727
  nChanged 15
		SP:Iteration 24Q (18916.460000 sec): 3 clusters
  Score: Raw -1492492.122666 + Penalty 3186.891368 = -1489305.231298
  nChanged 12
		SP:Iteration 25Q (18916.700000 sec): 3 clusters
  Score: Raw -1492499.966989 + Penalty 3186.891368 = -1489313.075621
  nChanged 9
		SP:Iteration 26Q (18916.960000 sec): 3 clusters
  Score: Raw -1492505.848337 + Penalty 3186.891368 = -1489318.956968
  nChanged 4
		SP:Iteration 27Q (18917.180000 sec): 3 clusters
  Score: Raw -1492508.589746 + Penalty 3186.891368 = -1489321.698377
  nChanged 4
		SP:Iteration 28Q (18917.420000 sec): 3 clusters
  Score: Raw -1492513.659251 + Penalty 3186.891368 = -1489326.767882
  nChanged 5
		SP:Iteration 29Q (18917.680000 sec): 3 clusters
  Score: Raw -1492517.006009 + Penalty 3186.891368 = -1489330.114640
  nChanged 2
		SP:Iteration 30Q (18917.860000 sec): 3 clusters
  Score: Raw -1492518.150966 + Penalty 3186.891368 = -1489331.259597
  nChanged 1
		SP:Iteration 31Q (18918.160000 sec): 3 clusters
  Score: Raw -1492518.692244 + Penalty 3186.891368 = -1489331.800876
  nChanged 1
		SP:Iteration 32Q (18918.440000 sec): 3 clusters
  Score: Raw -1492520.499546 + Penalty 3186.891368 = -1489333.608178
  nChanged 1
		SP:Iteration 33Q (18918.700000 sec): 3 clusters
  Score: Raw -1492522.440286 + Penalty 3186.891368 = -1489335.548917
  nChanged 0
		SP:Iteration 34F (18918.920000 sec): 3 clusters
  Score: Raw -1492522.440286 + Penalty 3186.891368 = -1489335.548917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 14 (830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18919.040000 sec): 2 clusters
  Score: Raw -62259.255314 + Penalty 1092.231676 = -61167.023637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18919.220000 sec): 3 clusters
  Score: Raw -62024.943778 + Penalty 2184.463353 = -59840.480425
  nChanged 238
		SP:Iteration 1F (18919.420000 sec): 3 clusters
  Score: Raw -62275.875405 + Penalty 2184.463353 = -60091.412052
  nChanged 54
		SP:Iteration 2F (18919.660000 sec): 3 clusters
  Score: Raw -62342.879476 + Penalty 2184.463353 = -60158.416123
  nChanged 23
		SP:Iteration 3Q (18919.800000 sec): 3 clusters
  Score: Raw -62367.063303 + Penalty 2184.463353 = -60182.599951
  nChanged 10
		SP:Iteration 4Q (18920.000000 sec): 3 clusters
  Score: Raw -62377.175585 + Penalty 2184.463353 = -60192.712232
  nChanged 5
		SP:Iteration 5Q (18920.230000 sec): 3 clusters
  Score: Raw -62380.016527 + Penalty 2184.463353 = -60195.553174
  nChanged 2
		SP:Iteration 6Q (18920.380000 sec): 3 clusters
  Score: Raw -62382.412452 + Penalty 2184.463353 = -60197.949099
  nChanged 4
		SP:Iteration 7Q (18920.620000 sec): 3 clusters
  Score: Raw -62385.246031 + Penalty 2184.463353 = -60200.782678
  nChanged 3
		SP:Iteration 8Q (18920.830000 sec): 3 clusters
  Score: Raw -62387.842602 + Penalty 2184.463353 = -60203.379250
  nChanged 3
		SP:Iteration 9Q (18921.050000 sec): 3 clusters
  Score: Raw -62390.856284 + Penalty 2184.463353 = -60206.392931
  nChanged 3
		SP:Iteration 10Q (18921.230000 sec): 3 clusters
  Score: Raw -62394.804340 + Penalty 2184.463353 = -60210.340987
  nChanged 1
		SP:Iteration 11Q (18921.440000 sec): 3 clusters
  Score: Raw -62396.355851 + Penalty 2184.463353 = -60211.892499
  nChanged 2
		SP:Iteration 12Q (18921.610000 sec): 3 clusters
  Score: Raw -62403.614908 + Penalty 2184.463353 = -60219.151555
  nChanged 5
		SP:Iteration 13Q (18921.830000 sec): 3 clusters
  Score: Raw -62408.985233 + Penalty 2184.463353 = -60224.521880
  nChanged 4
		SP:Iteration 14Q (18922.030000 sec): 3 clusters
  Score: Raw -62412.797706 + Penalty 2184.463353 = -60228.334353
  nChanged 4
		SP:Iteration 15Q (18922.250000 sec): 3 clusters
  Score: Raw -62417.954285 + Penalty 2184.463353 = -60233.490932
  nChanged 2
		SP:Iteration 16Q (18922.420000 sec): 3 clusters
  Score: Raw -62419.633548 + Penalty 2184.463353 = -60235.170195
  nChanged 1
		SP:Iteration 17Q (18922.650000 sec): 3 clusters
  Score: Raw -62420.511089 + Penalty 2184.463353 = -60236.047736
  nChanged 1
		SP:Iteration 18Q (18922.830000 sec): 3 clusters
  Score: Raw -62422.103917 + Penalty 2184.463353 = -60237.640564
  nChanged 1
		SP:Iteration 19Q (18922.990000 sec): 3 clusters
  Score: Raw -62423.765604 + Penalty 2184.463353 = -60239.302251
  nChanged 1
		SP:Iteration 20F (18923.190000 sec): 3 clusters
  Score: Raw -62425.132870 + Penalty 2184.463353 = -60240.669518
  nChanged 1
		SP:Iteration 21Q (18923.270000 sec): 3 clusters
  Score: Raw -62425.439700 + Penalty 2184.463353 = -60240.976347
  nChanged 0
		SP:Iteration 22F (18923.460000 sec): 3 clusters
  Score: Raw -62425.439700 + Penalty 2184.463353 = -60240.976347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 15 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18923.620000 sec): 2 clusters
  Score: Raw -749169.998721 + Penalty 1478.599453 = -747691.399267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18923.830000 sec): 3 clusters
  Score: Raw -744202.581337 + Penalty 2957.198907 = -741245.382431
  nChanged 3844
		SP:Iteration 1F (18924.040000 sec): 3 clusters
  Score: Raw -746322.548682 + Penalty 2957.198907 = -743365.349775
  nChanged 572
		SP:Iteration 2F (18924.220000 sec): 3 clusters
  Score: Raw -746581.880086 + Penalty 2957.198907 = -743624.681179
  nChanged 464
		SP:Iteration 3F (18924.460000 sec): 3 clusters
  Score: Raw -746783.372293 + Penalty 2957.198907 = -743826.173386
  nChanged 384
		SP:Iteration 4Q (18924.630000 sec): 3 clusters
  Score: Raw -746979.829156 + Penalty 2957.198907 = -744022.630249
  nChanged 403
		SP:Iteration 5Q (18924.850000 sec): 3 clusters
  Score: Raw -747225.762701 + Penalty 2957.198907 = -744268.563794
  nChanged 419
		SP:Iteration 6Q (18925.080000 sec): 3 clusters
  Score: Raw -747507.084575 + Penalty 2957.198907 = -744549.885668
  nChanged 450
		SP:Iteration 7F (18925.240000 sec): 3 clusters
  Score: Raw -747820.239997 + Penalty 2957.198907 = -744863.041090
  nChanged 429
		SP:Iteration 8Q (18925.400000 sec): 3 clusters
  Score: Raw -748112.614490 + Penalty 2957.198907 = -745155.415583
  nChanged 399
		SP:Iteration 9Q (18925.580000 sec): 3 clusters
  Score: Raw -748368.309292 + Penalty 2957.198907 = -745411.110385
  nChanged 337
		SP:Iteration 10Q (18925.770000 sec): 3 clusters
  Score: Raw -748569.450531 + Penalty 2957.198907 = -745612.251624
  nChanged 274
		SP:Iteration 11Q (18925.980000 sec): 3 clusters
  Score: Raw -748712.557109 + Penalty 2957.198907 = -745755.358202
  nChanged 229
		SP:Iteration 12Q (18926.210000 sec): 3 clusters
  Score: Raw -748813.420901 + Penalty 2957.198907 = -745856.221994
  nChanged 176
		SP:Iteration 13Q (18926.440000 sec): 3 clusters
  Score: Raw -748884.565945 + Penalty 2957.198907 = -745927.367038
  nChanged 159
		SP:Iteration 14Q (18926.670000 sec): 3 clusters
  Score: Raw -748947.268304 + Penalty 2957.198907 = -745990.069398
  nChanged 137
		SP:Iteration 15Q (18926.830000 sec): 3 clusters
  Score: Raw -748999.740934 + Penalty 2957.198907 = -746042.542027
  nChanged 119
		SP:Iteration 16Q (18927.010000 sec): 3 clusters
  Score: Raw -749038.073416 + Penalty 2957.198907 = -746080.874509
  nChanged 91
		SP:Iteration 17Q (18927.200000 sec): 3 clusters
  Score: Raw -749063.990121 + Penalty 2957.198907 = -746106.791215
  nChanged 81
		SP:Iteration 18Q (18927.480000 sec): 3 clusters
  Score: Raw -749085.789097 + Penalty 2957.198907 = -746128.590190
  nChanged 78
		SP:Iteration 19Q (18927.700000 sec): 3 clusters
  Score: Raw -749107.238765 + Penalty 2957.198907 = -746150.039858
  nChanged 71
		SP:Iteration 20F (18927.940000 sec): 3 clusters
  Score: Raw -749122.094029 + Penalty 2957.198907 = -746164.895122
  nChanged 47
		SP:Iteration 21Q (18928.200000 sec): 3 clusters
  Score: Raw -749130.644361 + Penalty 2957.198907 = -746173.445455
  nChanged 24
		SP:Iteration 22Q (18928.390000 sec): 3 clusters
  Score: Raw -749134.502350 + Penalty 2957.198907 = -746177.303443
  nChanged 23
		SP:Iteration 23Q (18928.620000 sec): 3 clusters
  Score: Raw -749137.688990 + Penalty 2957.198907 = -746180.490083
  nChanged 17
		SP:Iteration 24Q (18928.850000 sec): 3 clusters
  Score: Raw -749139.823066 + Penalty 2957.198907 = -746182.624159
  nChanged 16
		SP:Iteration 25Q (18929.080000 sec): 3 clusters
  Score: Raw -749142.533927 + Penalty 2957.198907 = -746185.335020
  nChanged 14
		SP:Iteration 26Q (18929.300000 sec): 3 clusters
  Score: Raw -749144.600415 + Penalty 2957.198907 = -746187.401508
  nChanged 14
		SP:Iteration 27Q (18929.500000 sec): 3 clusters
  Score: Raw -749146.598247 + Penalty 2957.198907 = -746189.399340
  nChanged 14
		SP:Iteration 28Q (18929.710000 sec): 3 clusters
  Score: Raw -749149.157333 + Penalty 2957.198907 = -746191.958427
  nChanged 19
		SP:Iteration 29Q (18929.940000 sec): 3 clusters
  Score: Raw -749152.004448 + Penalty 2957.198907 = -746194.805542
  nChanged 19
		SP:Iteration 30Q (18930.140000 sec): 3 clusters
  Score: Raw -749155.374471 + Penalty 2957.198907 = -746198.175564
  nChanged 22
		SP:Iteration 31Q (18930.320000 sec): 3 clusters
  Score: Raw -749158.985689 + Penalty 2957.198907 = -746201.786782
  nChanged 26
		SP:Iteration 32Q (18930.560000 sec): 3 clusters
  Score: Raw -749163.524649 + Penalty 2957.198907 = -746206.325743
  nChanged 31
		SP:Iteration 33Q (18930.760000 sec): 3 clusters
  Score: Raw -749169.644763 + Penalty 2957.198907 = -746212.445856
  nChanged 37
		SP:Iteration 34Q (18931.000000 sec): 3 clusters
  Score: Raw -749177.182423 + Penalty 2957.198907 = -746219.983516
  nChanged 34
		SP:Iteration 35Q (18931.250000 sec): 3 clusters
  Score: Raw -749184.113154 + Penalty 2957.198907 = -746226.914248
  nChanged 34
		SP:Iteration 36Q (18931.460000 sec): 3 clusters
  Score: Raw -749189.867034 + Penalty 2957.198907 = -746232.668127
  nChanged 31
		SP:Iteration 37Q (18931.720000 sec): 3 clusters
  Score: Raw -749195.449693 + Penalty 2957.198907 = -746238.250786
  nChanged 38
		SP:Iteration 38Q (18931.920000 sec): 3 clusters
  Score: Raw -749204.441497 + Penalty 2957.198907 = -746247.242591
  nChanged 44
		SP:Iteration 39Q (18932.160000 sec): 3 clusters
  Score: Raw -749214.466468 + Penalty 2957.198907 = -746257.267561
  nChanged 35
		SP:Iteration 40F (18932.340000 sec): 3 clusters
  Score: Raw -749220.035254 + Penalty 2957.198907 = -746262.836347
  nChanged 29
		SP:Iteration 41Q (18932.550000 sec): 3 clusters
  Score: Raw -749226.225436 + Penalty 2957.198907 = -746269.026529
  nChanged 35
		SP:Iteration 42Q (18932.750000 sec): 3 clusters
  Score: Raw -749234.266454 + Penalty 2957.198907 = -746277.067547
  nChanged 35
		SP:Iteration 43Q (18932.920000 sec): 3 clusters
  Score: Raw -749241.996170 + Penalty 2957.198907 = -746284.797263
  nChanged 40
		SP:Iteration 44Q (18933.120000 sec): 3 clusters
  Score: Raw -749250.074333 + Penalty 2957.198907 = -746292.875427
  nChanged 40
		SP:Iteration 45Q (18933.320000 sec): 3 clusters
  Score: Raw -749259.250740 + Penalty 2957.198907 = -746302.051834
  nChanged 36
		SP:Iteration 46Q (18933.500000 sec): 3 clusters
  Score: Raw -749268.214980 + Penalty 2957.198907 = -746311.016074
  nChanged 31
		SP:Iteration 47Q (18933.730000 sec): 3 clusters
  Score: Raw -749275.405486 + Penalty 2957.198907 = -746318.206580
  nChanged 28
		SP:Iteration 48Q (18933.970000 sec): 3 clusters
  Score: Raw -749280.605122 + Penalty 2957.198907 = -746323.406215
  nChanged 23
		SP:Iteration 49Q (18934.160000 sec): 3 clusters
  Score: Raw -749284.670614 + Penalty 2957.198907 = -746327.471707
  nChanged 19
		SP:Iteration 50Q (18934.340000 sec): 3 clusters
  Score: Raw -749288.090515 + Penalty 2957.198907 = -746330.891609
  nChanged 23
		SP:Iteration 51Q (18934.600000 sec): 3 clusters
  Score: Raw -749292.843912 + Penalty 2957.198907 = -746335.645005
  nChanged 21
		SP:Iteration 52Q (18934.770000 sec): 3 clusters
  Score: Raw -749296.707701 + Penalty 2957.198907 = -746339.508794
  nChanged 18
		SP:Iteration 53Q (18935.040000 sec): 3 clusters
  Score: Raw -749300.056198 + Penalty 2957.198907 = -746342.857291
  nChanged 28
		SP:Iteration 54Q (18935.240000 sec): 3 clusters
  Score: Raw -749305.709806 + Penalty 2957.198907 = -746348.510899
  nChanged 38
		SP:Iteration 55Q (18935.440000 sec): 3 clusters
  Score: Raw -749313.598189 + Penalty 2957.198907 = -746356.399282
  nChanged 27
		SP:Iteration 56Q (18935.650000 sec): 3 clusters
  Score: Raw -749321.478652 + Penalty 2957.198907 = -746364.279745
  nChanged 34
		SP:Iteration 57Q (18935.850000 sec): 3 clusters
  Score: Raw -749330.702177 + Penalty 2957.198907 = -746373.503270
  nChanged 34
		SP:Iteration 58Q (18936.100000 sec): 3 clusters
  Score: Raw -749339.359239 + Penalty 2957.198907 = -746382.160332
  nChanged 31
		SP:Iteration 59Q (18936.310000 sec): 3 clusters
  Score: Raw -749346.840712 + Penalty 2957.198907 = -746389.641805
  nChanged 38
		SP:Iteration 60F (18936.520000 sec): 3 clusters
  Score: Raw -749357.884788 + Penalty 2957.198907 = -746400.685881
  nChanged 40
		SP:Iteration 61Q (18936.770000 sec): 3 clusters
  Score: Raw -749367.643316 + Penalty 2957.198907 = -746410.444409
  nChanged 35
		SP:Iteration 62Q (18936.940000 sec): 3 clusters
  Score: Raw -749377.796339 + Penalty 2957.198907 = -746420.597432
  nChanged 41
		SP:Iteration 63Q (18937.230000 sec): 3 clusters
  Score: Raw -749388.374728 + Penalty 2957.198907 = -746431.175822
  nChanged 33
		SP:Iteration 64Q (18937.420000 sec): 3 clusters
  Score: Raw -749397.631518 + Penalty 2957.198907 = -746440.432612
  nChanged 40
		SP:Iteration 65Q (18937.660000 sec): 3 clusters
  Score: Raw -749408.312436 + Penalty 2957.198907 = -746451.113529
  nChanged 42
		SP:Iteration 66Q (18937.840000 sec): 3 clusters
  Score: Raw -749420.575339 + Penalty 2957.198907 = -746463.376432
  nChanged 44
		SP:Iteration 67Q (18938.090000 sec): 3 clusters
  Score: Raw -749436.597072 + Penalty 2957.198907 = -746479.398166
  nChanged 45
		SP:Iteration 68Q (18938.350000 sec): 3 clusters
  Score: Raw -749450.309043 + Penalty 2957.198907 = -746493.110137
  nChanged 38
		SP:Iteration 69Q (18938.530000 sec): 3 clusters
  Score: Raw -749461.534668 + Penalty 2957.198907 = -746504.335761
  nChanged 38
		SP:Iteration 70Q (18938.790000 sec): 3 clusters
  Score: Raw -749471.555266 + Penalty 2957.198907 = -746514.356359
  nChanged 36
		SP:Iteration 71Q (18938.980000 sec): 3 clusters
  Score: Raw -749482.176734 + Penalty 2957.198907 = -746524.977827
  nChanged 38
		SP:Iteration 72Q (18939.250000 sec): 3 clusters
  Score: Raw -749494.060597 + Penalty 2957.198907 = -746536.861690
  nChanged 34
		SP:Iteration 73Q (18939.500000 sec): 3 clusters
  Score: Raw -749503.369070 + Penalty 2957.198907 = -746546.170164
  nChanged 38
		SP:Iteration 74Q (18939.720000 sec): 3 clusters
  Score: Raw -749515.706523 + Penalty 2957.198907 = -746558.507616
  nChanged 40
		SP:Iteration 75Q (18939.990000 sec): 3 clusters
  Score: Raw -749527.164597 + Penalty 2957.198907 = -746569.965690
  nChanged 30
		SP:Iteration 76Q (18940.220000 sec): 3 clusters
  Score: Raw -749536.012705 + Penalty 2957.198907 = -746578.813798
  nChanged 19
		SP:Iteration 77Q (18940.460000 sec): 3 clusters
  Score: Raw -749540.722480 + Penalty 2957.198907 = -746583.523573
  nChanged 16
		SP:Iteration 78Q (18940.730000 sec): 3 clusters
  Score: Raw -749544.327466 + Penalty 2957.198907 = -746587.128559
  nChanged 15
		SP:Iteration 79Q (18940.910000 sec): 3 clusters
  Score: Raw -749547.113151 + Penalty 2957.198907 = -746589.914244
  nChanged 10
		SP:Iteration 80F (18941.110000 sec): 3 clusters
  Score: Raw -749548.503677 + Penalty 2957.198907 = -746591.304770
  nChanged 6
		SP:Iteration 81Q (18941.360000 sec): 3 clusters
  Score: Raw -749549.572698 + Penalty 2957.198907 = -746592.373791
  nChanged 7
		SP:Iteration 82Q (18941.530000 sec): 3 clusters
  Score: Raw -749550.790398 + Penalty 2957.198907 = -746593.591491
  nChanged 8
		SP:Iteration 83Q (18941.750000 sec): 3 clusters
  Score: Raw -749551.652254 + Penalty 2957.198907 = -746594.453347
  nChanged 5
		SP:Iteration 84Q (18941.940000 sec): 3 clusters
  Score: Raw -749552.512637 + Penalty 2957.198907 = -746595.313730
  nChanged 5
		SP:Iteration 85Q (18942.180000 sec): 3 clusters
  Score: Raw -749553.378053 + Penalty 2957.198907 = -746596.179146
  nChanged 6
		SP:Iteration 86Q (18942.340000 sec): 3 clusters
  Score: Raw -749554.216898 + Penalty 2957.198907 = -746597.017991
  nChanged 7
		SP:Iteration 87Q (18942.550000 sec): 3 clusters
  Score: Raw -749555.135096 + Penalty 2957.198907 = -746597.936189
  nChanged 6
		SP:Iteration 88Q (18942.720000 sec): 3 clusters
  Score: Raw -749555.934211 + Penalty 2957.198907 = -746598.735304
  nChanged 1
		SP:Iteration 89Q (18942.980000 sec): 3 clusters
  Score: Raw -749555.984996 + Penalty 2957.198907 = -746598.786089
  nChanged 1
		SP:Iteration 90Q (18943.180000 sec): 3 clusters
  Score: Raw -749556.087370 + Penalty 2957.198907 = -746598.888463
  nChanged 0
		SP:Iteration 91F (18943.340000 sec): 3 clusters
  Score: Raw -749556.087370 + Penalty 2957.198907 = -746598.888463
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 16 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18943.440000 sec): 2 clusters
  Score: Raw -63910.283855 + Penalty 1080.459989 = -62829.823866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18943.580000 sec): 3 clusters
  Score: Raw -63707.948610 + Penalty 2160.919979 = -61547.028631
  nChanged 203
		SP:Iteration 1F (18943.740000 sec): 3 clusters
  Score: Raw -63929.810399 + Penalty 2160.919979 = -61768.890421
  nChanged 43
		SP:Iteration 2F (18943.880000 sec): 3 clusters
  Score: Raw -63978.794520 + Penalty 2160.919979 = -61817.874541
  nChanged 22
		SP:Iteration 3Q (18944.040000 sec): 3 clusters
  Score: Raw -64001.010506 + Penalty 2160.919979 = -61840.090527
  nChanged 10
		SP:Iteration 4Q (18944.200000 sec): 3 clusters
  Score: Raw -64011.474429 + Penalty 2160.919979 = -61850.554450
  nChanged 6
		SP:Iteration 5Q (18944.370000 sec): 3 clusters
  Score: Raw -64016.023393 + Penalty 2160.919979 = -61855.103414
  nChanged 3
		SP:Iteration 6Q (18944.530000 sec): 3 clusters
  Score: Raw -64017.848524 + Penalty 2160.919979 = -61856.928545
  nChanged 4
		SP:Iteration 7Q (18944.700000 sec): 3 clusters
  Score: Raw -64022.655828 + Penalty 2160.919979 = -61861.735849
  nChanged 5
		SP:Iteration 8Q (18944.870000 sec): 3 clusters
  Score: Raw -64026.932032 + Penalty 2160.919979 = -61866.012053
  nChanged 4
		SP:Iteration 9Q (18945.000000 sec): 3 clusters
  Score: Raw -64034.079769 + Penalty 2160.919979 = -61873.159791
  nChanged 7
		SP:Iteration 10Q (18945.130000 sec): 3 clusters
  Score: Raw -64043.062831 + Penalty 2160.919979 = -61882.142852
  nChanged 7
		SP:Iteration 11Q (18945.280000 sec): 3 clusters
  Score: Raw -64052.283778 + Penalty 2160.919979 = -61891.363799
  nChanged 8
		SP:Iteration 12Q (18945.440000 sec): 3 clusters
  Score: Raw -64060.104349 + Penalty 2160.919979 = -61899.184370
  nChanged 6
		SP:Iteration 13Q (18945.560000 sec): 3 clusters
  Score: Raw -64066.942815 + Penalty 2160.919979 = -61906.022836
  nChanged 5
		SP:Iteration 14Q (18945.770000 sec): 3 clusters
  Score: Raw -64074.129939 + Penalty 2160.919979 = -61913.209960
  nChanged 5
		SP:Iteration 15Q (18945.930000 sec): 3 clusters
  Score: Raw -64081.452973 + Penalty 2160.919979 = -61920.532994
  nChanged 6
		SP:Iteration 16Q (18946.130000 sec): 3 clusters
  Score: Raw -64086.444884 + Penalty 2160.919979 = -61925.524905
  nChanged 5
		SP:Iteration 17Q (18946.260000 sec): 3 clusters
  Score: Raw -64095.094339 + Penalty 2160.919979 = -61934.174360
  nChanged 5
		SP:Iteration 18Q (18946.480000 sec): 3 clusters
  Score: Raw -64098.198178 + Penalty 2160.919979 = -61937.278200
  nChanged 2
		SP:Iteration 19Q (18946.640000 sec): 3 clusters
  Score: Raw -64099.481264 + Penalty 2160.919979 = -61938.561285
  nChanged 0
		SP:Iteration 20F (18946.830000 sec): 3 clusters
  Score: Raw -64099.481264 + Penalty 2160.919979 = -61938.561285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 17 (4270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18946.930000 sec): 2 clusters
  Score: Raw -334476.716273 + Penalty 1358.397480 = -333118.318794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18947.120000 sec): 3 clusters
  Score: Raw -332330.806608 + Penalty 2716.794960 = -329614.011648
  nChanged 1713
		SP:Iteration 1F (18947.320000 sec): 3 clusters
  Score: Raw -333347.910069 + Penalty 2716.794960 = -330631.115110
  nChanged 340
		SP:Iteration 2F (18947.510000 sec): 3 clusters
  Score: Raw -333596.681201 + Penalty 2716.794960 = -330879.886242
  nChanged 277
		SP:Iteration 3F (18947.690000 sec): 3 clusters
  Score: Raw -333771.837683 + Penalty 2716.794960 = -331055.042724
  nChanged 234
		SP:Iteration 4F (18947.900000 sec): 3 clusters
  Score: Raw -333939.555187 + Penalty 2716.794960 = -331222.760227
  nChanged 201
		SP:Iteration 5Q (18948.100000 sec): 3 clusters
  Score: Raw -334078.603034 + Penalty 2716.794960 = -331361.808074
  nChanged 181
		SP:Iteration 6Q (18948.310000 sec): 3 clusters
  Score: Raw -334188.403013 + Penalty 2716.794960 = -331471.608053
  nChanged 157
		SP:Iteration 7Q (18948.470000 sec): 3 clusters
  Score: Raw -334282.309468 + Penalty 2716.794960 = -331565.514508
  nChanged 127
		SP:Iteration 8Q (18948.650000 sec): 3 clusters
  Score: Raw -334355.158104 + Penalty 2716.794960 = -331638.363144
  nChanged 105
		SP:Iteration 9Q (18948.820000 sec): 3 clusters
  Score: Raw -334416.442575 + Penalty 2716.794960 = -331699.647616
  nChanged 86
		SP:Iteration 10Q (18949.000000 sec): 3 clusters
  Score: Raw -334458.719573 + Penalty 2716.794960 = -331741.924613
  nChanged 70
		SP:Iteration 11Q (18949.210000 sec): 3 clusters
  Score: Raw -334501.338193 + Penalty 2716.794960 = -331784.543234
  nChanged 52
		SP:Iteration 12Q (18949.420000 sec): 3 clusters
  Score: Raw -334532.875372 + Penalty 2716.794960 = -331816.080413
  nChanged 50
		SP:Iteration 13Q (18949.600000 sec): 3 clusters
  Score: Raw -334574.078061 + Penalty 2716.794960 = -331857.283101
  nChanged 43
		SP:Iteration 14Q (18949.790000 sec): 3 clusters
  Score: Raw -334608.714395 + Penalty 2716.794960 = -331891.919436
  nChanged 32
		SP:Iteration 15Q (18949.990000 sec): 3 clusters
  Score: Raw -334627.682084 + Penalty 2716.794960 = -331910.887125
  nChanged 23
		SP:Iteration 16Q (18950.200000 sec): 3 clusters
  Score: Raw -334638.614564 + Penalty 2716.794960 = -331921.819605
  nChanged 10
		SP:Iteration 17Q (18950.440000 sec): 3 clusters
  Score: Raw -334642.705755 + Penalty 2716.794960 = -331925.910796
  nChanged 8
		SP:Iteration 18Q (18950.630000 sec): 3 clusters
  Score: Raw -334645.436245 + Penalty 2716.794960 = -331928.641286
  nChanged 9
		SP:Iteration 19Q (18950.790000 sec): 3 clusters
  Score: Raw -334649.588364 + Penalty 2716.794960 = -331932.793405
  nChanged 7
		SP:Iteration 20F (18950.970000 sec): 3 clusters
  Score: Raw -334652.710906 + Penalty 2716.794960 = -331935.915946
  nChanged 5
		SP:Iteration 21Q (18951.190000 sec): 3 clusters
  Score: Raw -334653.792289 + Penalty 2716.794960 = -331936.997330
  nChanged 2
		SP:Iteration 22Q (18951.370000 sec): 3 clusters
  Score: Raw -334653.955962 + Penalty 2716.794960 = -331937.161002
  nChanged 0
		SP:Iteration 23F (18951.570000 sec): 3 clusters
  Score: Raw -334653.955962 + Penalty 2716.794960 = -331937.161002
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 18 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18951.670000 sec): 2 clusters
  Score: Raw -116587.279939 + Penalty 1204.770172 = -115382.509766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18951.850000 sec): 3 clusters
  Score: Raw -115955.527763 + Penalty 2409.540344 = -113545.987418
  nChanged 571
		SP:Iteration 1F (18952.060000 sec): 3 clusters
  Score: Raw -116475.910155 + Penalty 2409.540344 = -114066.369811
  nChanged 175
		SP:Iteration 2F (18952.280000 sec): 3 clusters
  Score: Raw -116642.691041 + Penalty 2409.540344 = -114233.150696
  nChanged 95
		SP:Iteration 3F (18952.490000 sec): 3 clusters
  Score: Raw -116746.107456 + Penalty 2409.540344 = -114336.567111
  nChanged 76
		SP:Iteration 4Q (18952.670000 sec): 3 clusters
  Score: Raw -116839.915988 + Penalty 2409.540344 = -114430.375644
  nChanged 65
		SP:Iteration 5Q (18952.830000 sec): 3 clusters
  Score: Raw -116909.730491 + Penalty 2409.540344 = -114500.190147
  nChanged 51
		SP:Iteration 6Q (18953.060000 sec): 3 clusters
  Score: Raw -116961.831026 + Penalty 2409.540344 = -114552.290682
  nChanged 43
		SP:Iteration 7Q (18953.250000 sec): 3 clusters
  Score: Raw -117002.891219 + Penalty 2409.540344 = -114593.350875
  nChanged 27
		SP:Iteration 8Q (18953.430000 sec): 3 clusters
  Score: Raw -117021.746134 + Penalty 2409.540344 = -114612.205790
  nChanged 18
		SP:Iteration 9Q (18953.610000 sec): 3 clusters
  Score: Raw -117033.247319 + Penalty 2409.540344 = -114623.706975
  nChanged 13
		SP:Iteration 10Q (18953.820000 sec): 3 clusters
  Score: Raw -117041.907039 + Penalty 2409.540344 = -114632.366694
  nChanged 7
		SP:Iteration 11Q (18953.990000 sec): 3 clusters
  Score: Raw -117045.840934 + Penalty 2409.540344 = -114636.300590
  nChanged 7
		SP:Iteration 12Q (18954.150000 sec): 3 clusters
  Score: Raw -117058.746839 + Penalty 2409.540344 = -114649.206495
  nChanged 11
		SP:Iteration 13Q (18954.330000 sec): 3 clusters
  Score: Raw -117071.633390 + Penalty 2409.540344 = -114662.093045
  nChanged 15
		SP:Iteration 14Q (18954.520000 sec): 3 clusters
  Score: Raw -117081.927900 + Penalty 2409.540344 = -114672.387556
  nChanged 14
		SP:Iteration 15Q (18954.770000 sec): 3 clusters
  Score: Raw -117091.316830 + Penalty 2409.540344 = -114681.776486
  nChanged 12
		SP:Iteration 16Q (18954.900000 sec): 3 clusters
  Score: Raw -117098.193427 + Penalty 2409.540344 = -114688.653083
  nChanged 9
		SP:Iteration 17Q (18955.100000 sec): 3 clusters
  Score: Raw -117102.856989 + Penalty 2409.540344 = -114693.316645
  nChanged 6
		SP:Iteration 18Q (18955.300000 sec): 3 clusters
  Score: Raw -117106.337652 + Penalty 2409.540344 = -114696.797308
  nChanged 5
		SP:Iteration 19Q (18955.460000 sec): 3 clusters
  Score: Raw -117108.872684 + Penalty 2409.540344 = -114699.332340
  nChanged 2
		SP:Iteration 20F (18955.710000 sec): 3 clusters
  Score: Raw -117109.855386 + Penalty 2409.540344 = -114700.315041
  nChanged 2
		SP:Iteration 21Q (18955.900000 sec): 3 clusters
  Score: Raw -117110.784580 + Penalty 2409.540344 = -114701.244235
  nChanged 2
		SP:Iteration 22Q (18956.050000 sec): 3 clusters
  Score: Raw -117111.542871 + Penalty 2409.540344 = -114702.002526
  nChanged 2
		SP:Iteration 23Q (18956.270000 sec): 3 clusters
  Score: Raw -117112.079296 + Penalty 2409.540344 = -114702.538952
  nChanged 2
		SP:Iteration 24Q (18956.430000 sec): 3 clusters
  Score: Raw -117114.064909 + Penalty 2409.540344 = -114704.524565
  nChanged 0
		SP:Iteration 25F (18956.630000 sec): 3 clusters
  Score: Raw -117114.064909 + Penalty 2409.540344 = -114704.524565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 19 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18956.740000 sec): 2 clusters
  Score: Raw -224818.517642 + Penalty 1285.112913 = -223533.404728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18956.940000 sec): 3 clusters
  Score: Raw -223543.847071 + Penalty 2570.225827 = -220973.621244
  nChanged 1025
		SP:Iteration 1F (18957.040000 sec): 3 clusters
  Score: Raw -224240.891960 + Penalty 2570.225827 = -221670.666133
  nChanged 253
		SP:Iteration 2F (18957.220000 sec): 3 clusters
  Score: Raw -224482.591401 + Penalty 2570.225827 = -221912.365574
  nChanged 191
		SP:Iteration 3F (18957.360000 sec): 3 clusters
  Score: Raw -224676.287743 + Penalty 2570.225827 = -222106.061917
  nChanged 177
		SP:Iteration 4F (18957.520000 sec): 3 clusters
  Score: Raw -224859.647385 + Penalty 2570.225827 = -222289.421558
  nChanged 128
		SP:Iteration 5Q (18957.710000 sec): 3 clusters
  Score: Raw -224985.862385 + Penalty 2570.225827 = -222415.636558
  nChanged 112
		SP:Iteration 6Q (18957.920000 sec): 3 clusters
  Score: Raw -225082.623814 + Penalty 2570.225827 = -222512.397988
  nChanged 72
		SP:Iteration 7Q (18958.090000 sec): 3 clusters
  Score: Raw -225131.887814 + Penalty 2570.225827 = -222561.661987
  nChanged 45
		SP:Iteration 8Q (18958.270000 sec): 3 clusters
  Score: Raw -225160.994092 + Penalty 2570.225827 = -222590.768266
  nChanged 30
		SP:Iteration 9Q (18958.470000 sec): 3 clusters
  Score: Raw -225179.142368 + Penalty 2570.225827 = -222608.916541
  nChanged 22
		SP:Iteration 10Q (18958.640000 sec): 3 clusters
  Score: Raw -225194.283003 + Penalty 2570.225827 = -222624.057176
  nChanged 21
		SP:Iteration 11Q (18958.840000 sec): 3 clusters
  Score: Raw -225208.593760 + Penalty 2570.225827 = -222638.367934
  nChanged 16
		SP:Iteration 12Q (18959.010000 sec): 3 clusters
  Score: Raw -225217.063753 + Penalty 2570.225827 = -222646.837926
  nChanged 11
		SP:Iteration 13Q (18959.220000 sec): 3 clusters
  Score: Raw -225223.111177 + Penalty 2570.225827 = -222652.885350
  nChanged 8
		SP:Iteration 14Q (18959.410000 sec): 3 clusters
  Score: Raw -225226.183197 + Penalty 2570.225827 = -222655.957370
  nChanged 9
		SP:Iteration 15Q (18959.560000 sec): 3 clusters
  Score: Raw -225229.602196 + Penalty 2570.225827 = -222659.376369
  nChanged 8
		SP:Iteration 16Q (18959.740000 sec): 3 clusters
  Score: Raw -225234.040266 + Penalty 2570.225827 = -222663.814440
  nChanged 7
		SP:Iteration 17Q (18959.940000 sec): 3 clusters
  Score: Raw -225238.402299 + Penalty 2570.225827 = -222668.176472
  nChanged 4
		SP:Iteration 18Q (18960.160000 sec): 3 clusters
  Score: Raw -225240.434995 + Penalty 2570.225827 = -222670.209169
  nChanged 4
		SP:Iteration 19Q (18960.340000 sec): 3 clusters
  Score: Raw -225241.879512 + Penalty 2570.225827 = -222671.653685
  nChanged 3
		SP:Iteration 20F (18960.490000 sec): 3 clusters
  Score: Raw -225243.110570 + Penalty 2570.225827 = -222672.884743
  nChanged 2
		SP:Iteration 21Q (18960.660000 sec): 3 clusters
  Score: Raw -225243.790763 + Penalty 2570.225827 = -222673.564936
  nChanged 1
		SP:Iteration 22Q (18960.790000 sec): 3 clusters
  Score: Raw -225244.045968 + Penalty 2570.225827 = -222673.820142
  nChanged 1
		SP:Iteration 23Q (18960.940000 sec): 3 clusters
  Score: Raw -225244.242551 + Penalty 2570.225827 = -222674.016724
  nChanged 1
		SP:Iteration 24Q (18961.100000 sec): 3 clusters
  Score: Raw -225244.646821 + Penalty 2570.225827 = -222674.420994
  nChanged 1
		SP:Iteration 25Q (18961.290000 sec): 3 clusters
  Score: Raw -225244.847280 + Penalty 2570.225827 = -222674.621453
  nChanged 1
		SP:Iteration 26Q (18961.440000 sec): 3 clusters
  Score: Raw -225245.062524 + Penalty 2570.225827 = -222674.836697
  nChanged 1
		SP:Iteration 27Q (18961.570000 sec): 3 clusters
  Score: Raw -225245.209072 + Penalty 2570.225827 = -222674.983245
  nChanged 0
		SP:Iteration 28F (18961.690000 sec): 3 clusters
  Score: Raw -225245.209072 + Penalty 2570.225827 = -222674.983245
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 20 (3980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18961.780000 sec): 2 clusters
  Score: Raw -326541.439459 + Penalty 1346.968528 = -325194.470931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18961.980000 sec): 3 clusters
  Score: Raw -324594.036878 + Penalty 2693.937057 = -321900.099821
  nChanged 1535
		SP:Iteration 1F (18962.130000 sec): 3 clusters
  Score: Raw -325518.790434 + Penalty 2693.937057 = -322824.853377
  nChanged 332
		SP:Iteration 2F (18962.280000 sec): 3 clusters
  Score: Raw -325719.642801 + Penalty 2693.937057 = -323025.705744
  nChanged 205
		SP:Iteration 3F (18962.440000 sec): 3 clusters
  Score: Raw -325847.699030 + Penalty 2693.937057 = -323153.761973
  nChanged 195
		SP:Iteration 4Q (18962.580000 sec): 3 clusters
  Score: Raw -325974.539329 + Penalty 2693.937057 = -323280.602272
  nChanged 184
		SP:Iteration 5Q (18962.760000 sec): 3 clusters
  Score: Raw -326090.335220 + Penalty 2693.937057 = -323396.398163
  nChanged 157
		SP:Iteration 6Q (18962.940000 sec): 3 clusters
  Score: Raw -326186.527207 + Penalty 2693.937057 = -323492.590150
  nChanged 139
		SP:Iteration 7Q (18963.120000 sec): 3 clusters
  Score: Raw -326263.243692 + Penalty 2693.937057 = -323569.306635
  nChanged 122
		SP:Iteration 8Q (18963.260000 sec): 3 clusters
  Score: Raw -326326.046153 + Penalty 2693.937057 = -323632.109096
  nChanged 91
		SP:Iteration 9Q (18963.430000 sec): 3 clusters
  Score: Raw -326376.921478 + Penalty 2693.937057 = -323682.984421
  nChanged 90
		SP:Iteration 10Q (18963.610000 sec): 3 clusters
  Score: Raw -326426.641781 + Penalty 2693.937057 = -323732.704724
  nChanged 84
		SP:Iteration 11Q (18963.770000 sec): 3 clusters
  Score: Raw -326469.675930 + Penalty 2693.937057 = -323775.738874
  nChanged 82
		SP:Iteration 12Q (18963.920000 sec): 3 clusters
  Score: Raw -326515.077968 + Penalty 2693.937057 = -323821.140911
  nChanged 68
		SP:Iteration 13Q (18964.090000 sec): 3 clusters
  Score: Raw -326552.114411 + Penalty 2693.937057 = -323858.177354
  nChanged 71
		SP:Iteration 14Q (18964.290000 sec): 3 clusters
  Score: Raw -326585.324784 + Penalty 2693.937057 = -323891.387728
  nChanged 53
		SP:Iteration 15Q (18964.470000 sec): 3 clusters
  Score: Raw -326608.252963 + Penalty 2693.937057 = -323914.315906
  nChanged 41
		SP:Iteration 16Q (18964.630000 sec): 3 clusters
  Score: Raw -326627.675536 + Penalty 2693.937057 = -323933.738479
  nChanged 29
		SP:Iteration 17Q (18964.860000 sec): 3 clusters
  Score: Raw -326645.794185 + Penalty 2693.937057 = -323951.857128
  nChanged 28
		SP:Iteration 18Q (18965.060000 sec): 3 clusters
  Score: Raw -326662.429841 + Penalty 2693.937057 = -323968.492784
  nChanged 21
		SP:Iteration 19Q (18965.280000 sec): 3 clusters
  Score: Raw -326672.711263 + Penalty 2693.937057 = -323978.774206
  nChanged 23
		SP:Iteration 20F (18965.500000 sec): 3 clusters
  Score: Raw -326685.341694 + Penalty 2693.937057 = -323991.404637
  nChanged 23
		SP:Iteration 21Q (18965.710000 sec): 3 clusters
  Score: Raw -326697.849400 + Penalty 2693.937057 = -324003.912343
  nChanged 23
		SP:Iteration 22Q (18965.930000 sec): 3 clusters
  Score: Raw -326708.300619 + Penalty 2693.937057 = -324014.363562
  nChanged 19
		SP:Iteration 23Q (18966.120000 sec): 3 clusters
  Score: Raw -326718.255305 + Penalty 2693.937057 = -324024.318248
  nChanged 11
		SP:Iteration 24Q (18966.310000 sec): 3 clusters
  Score: Raw -326723.407635 + Penalty 2693.937057 = -324029.470578
  nChanged 8
		SP:Iteration 25Q (18966.480000 sec): 3 clusters
  Score: Raw -326726.968505 + Penalty 2693.937057 = -324033.031448
  nChanged 4
		SP:Iteration 26Q (18966.710000 sec): 3 clusters
  Score: Raw -326728.780356 + Penalty 2693.937057 = -324034.843299
  nChanged 5
		SP:Iteration 27Q (18966.900000 sec): 3 clusters
  Score: Raw -326731.181066 + Penalty 2693.937057 = -324037.244009
  nChanged 8
		SP:Iteration 28Q (18967.100000 sec): 3 clusters
  Score: Raw -326735.544737 + Penalty 2693.937057 = -324041.607680
  nChanged 9
		SP:Iteration 29Q (18967.300000 sec): 3 clusters
  Score: Raw -326740.415783 + Penalty 2693.937057 = -324046.478726
  nChanged 6
		SP:Iteration 30Q (18967.510000 sec): 3 clusters
  Score: Raw -326744.514328 + Penalty 2693.937057 = -324050.577271
  nChanged 9
		SP:Iteration 31Q (18967.660000 sec): 3 clusters
  Score: Raw -326750.529154 + Penalty 2693.937057 = -324056.592097
  nChanged 6
		SP:Iteration 32Q (18967.860000 sec): 3 clusters
  Score: Raw -326755.250121 + Penalty 2693.937057 = -324061.313064
  nChanged 10
		SP:Iteration 33Q (18968.050000 sec): 3 clusters
  Score: Raw -326760.762761 + Penalty 2693.937057 = -324066.825704
  nChanged 7
		SP:Iteration 34Q (18968.230000 sec): 3 clusters
  Score: Raw -326763.946581 + Penalty 2693.937057 = -324070.009525
  nChanged 10
		SP:Iteration 35Q (18968.390000 sec): 3 clusters
  Score: Raw -326767.650629 + Penalty 2693.937057 = -324073.713572
  nChanged 4
		SP:Iteration 36Q (18968.630000 sec): 3 clusters
  Score: Raw -326769.285319 + Penalty 2693.937057 = -324075.348262
  nChanged 5
		SP:Iteration 37Q (18968.790000 sec): 3 clusters
  Score: Raw -326771.268767 + Penalty 2693.937057 = -324077.331710
  nChanged 5
		SP:Iteration 38Q (18968.970000 sec): 3 clusters
  Score: Raw -326773.369428 + Penalty 2693.937057 = -324079.432371
  nChanged 4
		SP:Iteration 39Q (18969.190000 sec): 3 clusters
  Score: Raw -326775.567855 + Penalty 2693.937057 = -324081.630798
  nChanged 2
		SP:Iteration 40F (18969.410000 sec): 3 clusters
  Score: Raw -326776.630407 + Penalty 2693.937057 = -324082.693350
  nChanged 5
		SP:Iteration 41Q (18969.620000 sec): 3 clusters
  Score: Raw -326779.868596 + Penalty 2693.937057 = -324085.931539
  nChanged 8
		SP:Iteration 42Q (18969.810000 sec): 3 clusters
  Score: Raw -326784.151453 + Penalty 2693.937057 = -324090.214396
  nChanged 7
		SP:Iteration 43Q (18970.030000 sec): 3 clusters
  Score: Raw -326787.082185 + Penalty 2693.937057 = -324093.145128
  nChanged 4
		SP:Iteration 44Q (18970.200000 sec): 3 clusters
  Score: Raw -326788.084702 + Penalty 2693.937057 = -324094.147645
  nChanged 3
		SP:Iteration 45Q (18970.400000 sec): 3 clusters
  Score: Raw -326789.166426 + Penalty 2693.937057 = -324095.229370
  nChanged 3
		SP:Iteration 46Q (18970.580000 sec): 3 clusters
  Score: Raw -326790.580869 + Penalty 2693.937057 = -324096.643813
  nChanged 1
		SP:Iteration 47Q (18970.820000 sec): 3 clusters
  Score: Raw -326791.121248 + Penalty 2693.937057 = -324097.184191
  nChanged 2
		SP:Iteration 48Q (18970.980000 sec): 3 clusters
  Score: Raw -326792.247563 + Penalty 2693.937057 = -324098.310506
  nChanged 2
		SP:Iteration 49Q (18971.190000 sec): 3 clusters
  Score: Raw -326793.236795 + Penalty 2693.937057 = -324099.299738
  nChanged 1
		SP:Iteration 50Q (18971.380000 sec): 3 clusters
  Score: Raw -326793.562462 + Penalty 2693.937057 = -324099.625405
  nChanged 1
		SP:Iteration 51Q (18971.570000 sec): 3 clusters
  Score: Raw -326794.275203 + Penalty 2693.937057 = -324100.338146
  nChanged 1
		SP:Iteration 52Q (18971.770000 sec): 3 clusters
  Score: Raw -326794.717417 + Penalty 2693.937057 = -324100.780360
  nChanged 0
		SP:Iteration 53F (18971.960000 sec): 3 clusters
  Score: Raw -326794.717417 + Penalty 2693.937057 = -324100.780360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 21 (4301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18972.090000 sec): 2 clusters
  Score: Raw -308440.341699 + Penalty 1359.572960 = -307080.768738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18972.250000 sec): 3 clusters
  Score: Raw -306291.860421 + Penalty 2719.145921 = -303572.714500
  nChanged 1792
		SP:Iteration 1F (18972.420000 sec): 3 clusters
  Score: Raw -307570.696473 + Penalty 2719.145921 = -304851.550553
  nChanged 385
		SP:Iteration 2F (18972.650000 sec): 3 clusters
  Score: Raw -307879.851903 + Penalty 2719.145921 = -305160.705983
  nChanged 280
		SP:Iteration 3F (18972.840000 sec): 3 clusters
  Score: Raw -308075.422982 + Penalty 2719.145921 = -305356.277061
  nChanged 209
		SP:Iteration 4Q (18973.090000 sec): 3 clusters
  Score: Raw -308230.261319 + Penalty 2719.145921 = -305511.115399
  nChanged 181
		SP:Iteration 5Q (18973.300000 sec): 3 clusters
  Score: Raw -308352.987377 + Penalty 2719.145921 = -305633.841457
  nChanged 142
		SP:Iteration 6Q (18973.490000 sec): 3 clusters
  Score: Raw -308431.764662 + Penalty 2719.145921 = -305712.618742
  nChanged 103
		SP:Iteration 7Q (18973.710000 sec): 3 clusters
  Score: Raw -308473.430176 + Penalty 2719.145921 = -305754.284255
  nChanged 73
		SP:Iteration 8Q (18973.880000 sec): 3 clusters
  Score: Raw -308507.386946 + Penalty 2719.145921 = -305788.241026
  nChanged 65
		SP:Iteration 9Q (18974.100000 sec): 3 clusters
  Score: Raw -308533.011790 + Penalty 2719.145921 = -305813.865870
  nChanged 56
		SP:Iteration 10Q (18974.270000 sec): 3 clusters
  Score: Raw -308553.295620 + Penalty 2719.145921 = -305834.149700
  nChanged 44
		SP:Iteration 11Q (18974.490000 sec): 3 clusters
  Score: Raw -308571.070446 + Penalty 2719.145921 = -305851.924525
  nChanged 43
		SP:Iteration 12Q (18974.680000 sec): 3 clusters
  Score: Raw -308587.551330 + Penalty 2719.145921 = -305868.405409
  nChanged 38
		SP:Iteration 13Q (18974.880000 sec): 3 clusters
  Score: Raw -308602.752309 + Penalty 2719.145921 = -305883.606389
  nChanged 41
		SP:Iteration 14Q (18975.100000 sec): 3 clusters
  Score: Raw -308614.629646 + Penalty 2719.145921 = -305895.483726
  nChanged 27
		SP:Iteration 15Q (18975.290000 sec): 3 clusters
  Score: Raw -308622.270030 + Penalty 2719.145921 = -305903.124110
  nChanged 21
		SP:Iteration 16Q (18975.480000 sec): 3 clusters
  Score: Raw -308627.392903 + Penalty 2719.145921 = -305908.246982
  nChanged 17
		SP:Iteration 17Q (18975.700000 sec): 3 clusters
  Score: Raw -308632.012765 + Penalty 2719.145921 = -305912.866844
  nChanged 15
		SP:Iteration 18Q (18975.910000 sec): 3 clusters
  Score: Raw -308636.092811 + Penalty 2719.145921 = -305916.946890
  nChanged 19
		SP:Iteration 19Q (18976.120000 sec): 3 clusters
  Score: Raw -308640.753628 + Penalty 2719.145921 = -305921.607707
  nChanged 15
		SP:Iteration 20F (18976.300000 sec): 3 clusters
  Score: Raw -308645.538222 + Penalty 2719.145921 = -305926.392302
  nChanged 16
		SP:Iteration 21Q (18976.520000 sec): 3 clusters
  Score: Raw -308651.069980 + Penalty 2719.145921 = -305931.924060
  nChanged 25
		SP:Iteration 22Q (18976.740000 sec): 3 clusters
  Score: Raw -308664.542862 + Penalty 2719.145921 = -305945.396941
  nChanged 28
		SP:Iteration 23Q (18976.900000 sec): 3 clusters
  Score: Raw -308675.113799 + Penalty 2719.145921 = -305955.967878
  nChanged 26
		SP:Iteration 24Q (18977.130000 sec): 3 clusters
  Score: Raw -308684.225976 + Penalty 2719.145921 = -305965.080055
  nChanged 26
		SP:Iteration 25Q (18977.310000 sec): 3 clusters
  Score: Raw -308694.651907 + Penalty 2719.145921 = -305975.505986
  nChanged 35
		SP:Iteration 26Q (18977.510000 sec): 3 clusters
  Score: Raw -308705.151191 + Penalty 2719.145921 = -305986.005270
  nChanged 28
		SP:Iteration 27Q (18977.690000 sec): 3 clusters
  Score: Raw -308714.342585 + Penalty 2719.145921 = -305995.196665
  nChanged 25
		SP:Iteration 28Q (18977.850000 sec): 3 clusters
  Score: Raw -308722.942833 + Penalty 2719.145921 = -306003.796913
  nChanged 21
		SP:Iteration 29Q (18978.100000 sec): 3 clusters
  Score: Raw -308729.409159 + Penalty 2719.145921 = -306010.263238
  nChanged 21
		SP:Iteration 30Q (18978.270000 sec): 3 clusters
  Score: Raw -308736.077435 + Penalty 2719.145921 = -306016.931515
  nChanged 15
		SP:Iteration 31Q (18978.450000 sec): 3 clusters
  Score: Raw -308740.397611 + Penalty 2719.145921 = -306021.251691
  nChanged 18
		SP:Iteration 32Q (18978.660000 sec): 3 clusters
  Score: Raw -308745.767940 + Penalty 2719.145921 = -306026.622019
  nChanged 15
		SP:Iteration 33Q (18978.830000 sec): 3 clusters
  Score: Raw -308750.727672 + Penalty 2719.145921 = -306031.581751
  nChanged 23
		SP:Iteration 34Q (18979.030000 sec): 3 clusters
  Score: Raw -308759.641398 + Penalty 2719.145921 = -306040.495477
  nChanged 25
		SP:Iteration 35Q (18979.220000 sec): 3 clusters
  Score: Raw -308769.343345 + Penalty 2719.145921 = -306050.197425
  nChanged 24
		SP:Iteration 36Q (18979.390000 sec): 3 clusters
  Score: Raw -308780.253424 + Penalty 2719.145921 = -306061.107503
  nChanged 29
		SP:Iteration 37Q (18979.530000 sec): 3 clusters
  Score: Raw -308791.551805 + Penalty 2719.145921 = -306072.405884
  nChanged 30
		SP:Iteration 38Q (18979.670000 sec): 3 clusters
  Score: Raw -308804.336428 + Penalty 2719.145921 = -306085.190508
  nChanged 34
		SP:Iteration 39Q (18979.830000 sec): 3 clusters
  Score: Raw -308823.876698 + Penalty 2719.145921 = -306104.730778
  nChanged 38
		SP:Iteration 40F (18979.960000 sec): 3 clusters
  Score: Raw -308843.034387 + Penalty 2719.145921 = -306123.888467
  nChanged 39
		SP:Iteration 41Q (18980.150000 sec): 3 clusters
  Score: Raw -308859.832031 + Penalty 2719.145921 = -306140.686110
  nChanged 19
		SP:Iteration 42Q (18980.340000 sec): 3 clusters
  Score: Raw -308870.733218 + Penalty 2719.145921 = -306151.587298
  nChanged 22
		SP:Iteration 43Q (18980.520000 sec): 3 clusters
  Score: Raw -308884.869041 + Penalty 2719.145921 = -306165.723120
  nChanged 26
		SP:Iteration 44Q (18980.720000 sec): 3 clusters
  Score: Raw -308906.650883 + Penalty 2719.145921 = -306187.504962
  nChanged 40
		SP:Iteration 45Q (18980.860000 sec): 3 clusters
  Score: Raw -308936.588233 + Penalty 2719.145921 = -306217.442312
  nChanged 37
		SP:Iteration 46Q (18981.060000 sec): 3 clusters
  Score: Raw -308979.284587 + Penalty 2719.145921 = -306260.138666
  nChanged 41
		SP:Iteration 47Q (18981.300000 sec): 3 clusters
  Score: Raw -309011.849485 + Penalty 2719.145921 = -306292.703564
  nChanged 37
		SP:Iteration 48Q (18981.480000 sec): 3 clusters
  Score: Raw -309043.512658 + Penalty 2719.145921 = -306324.366738
  nChanged 38
		SP:Iteration 49Q (18981.700000 sec): 3 clusters
  Score: Raw -309060.219481 + Penalty 2719.145921 = -306341.073561
  nChanged 15
		SP:Iteration 50Q (18981.900000 sec): 3 clusters
  Score: Raw -309065.564153 + Penalty 2719.145921 = -306346.418232
  nChanged 10
		SP:Iteration 51Q (18982.080000 sec): 3 clusters
  Score: Raw -309068.615483 + Penalty 2719.145921 = -306349.469562
  nChanged 6
		SP:Iteration 52Q (18982.220000 sec): 3 clusters
  Score: Raw -309070.583264 + Penalty 2719.145921 = -306351.437344
  nChanged 4
		SP:Iteration 53Q (18982.360000 sec): 3 clusters
  Score: Raw -309071.749571 + Penalty 2719.145921 = -306352.603650
  nChanged 3
		SP:Iteration 54Q (18982.540000 sec): 3 clusters
  Score: Raw -309072.449910 + Penalty 2719.145921 = -306353.303989
  nChanged 3
		SP:Iteration 55Q (18982.750000 sec): 3 clusters
  Score: Raw -309073.086368 + Penalty 2719.145921 = -306353.940448
  nChanged 0
		SP:Iteration 56F (18982.900000 sec): 3 clusters
  Score: Raw -309073.086368 + Penalty 2719.145921 = -306353.940448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 22 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18983.020000 sec): 2 clusters
  Score: Raw -270227.679149 + Penalty 1315.881218 = -268911.797931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18983.180000 sec): 3 clusters
  Score: Raw -268686.083266 + Penalty 2631.762436 = -266054.320829
  nChanged 1276
		SP:Iteration 1F (18983.360000 sec): 3 clusters
  Score: Raw -269555.820377 + Penalty 2631.762436 = -266924.057941
  nChanged 304
		SP:Iteration 2F (18983.510000 sec): 3 clusters
  Score: Raw -269888.123802 + Penalty 2631.762436 = -267256.361365
  nChanged 252
		SP:Iteration 3F (18983.710000 sec): 3 clusters
  Score: Raw -270166.719002 + Penalty 2631.762436 = -267534.956566
  nChanged 214
		SP:Iteration 4F (18983.900000 sec): 3 clusters
  Score: Raw -270365.397840 + Penalty 2631.762436 = -267733.635403
  nChanged 168
		SP:Iteration 5F (18984.080000 sec): 3 clusters
  Score: Raw -270528.130626 + Penalty 2631.762436 = -267896.368190
  nChanged 157
		SP:Iteration 6Q (18984.280000 sec): 3 clusters
  Score: Raw -270642.486303 + Penalty 2631.762436 = -268010.723867
  nChanged 111
		SP:Iteration 7Q (18984.450000 sec): 3 clusters
  Score: Raw -270720.951482 + Penalty 2631.762436 = -268089.189045
  nChanged 82
		SP:Iteration 8Q (18984.660000 sec): 3 clusters
  Score: Raw -270766.395435 + Penalty 2631.762436 = -268134.632998
  nChanged 65
		SP:Iteration 9Q (18984.870000 sec): 3 clusters
  Score: Raw -270800.962573 + Penalty 2631.762436 = -268169.200137
  nChanged 43
		SP:Iteration 10Q (18985.090000 sec): 3 clusters
  Score: Raw -270820.163317 + Penalty 2631.762436 = -268188.400881
  nChanged 35
		SP:Iteration 11Q (18985.250000 sec): 3 clusters
  Score: Raw -270837.068725 + Penalty 2631.762436 = -268205.306289
  nChanged 22
		SP:Iteration 12Q (18985.440000 sec): 3 clusters
  Score: Raw -270847.537848 + Penalty 2631.762436 = -268215.775412
  nChanged 18
		SP:Iteration 13Q (18985.660000 sec): 3 clusters
  Score: Raw -270853.538376 + Penalty 2631.762436 = -268221.775940
  nChanged 17
		SP:Iteration 14Q (18985.920000 sec): 3 clusters
  Score: Raw -270858.351615 + Penalty 2631.762436 = -268226.589178
  nChanged 9
		SP:Iteration 15Q (18986.070000 sec): 3 clusters
  Score: Raw -270862.204816 + Penalty 2631.762436 = -268230.442379
  nChanged 12
		SP:Iteration 16Q (18986.250000 sec): 3 clusters
  Score: Raw -270866.927818 + Penalty 2631.762436 = -268235.165382
  nChanged 17
		SP:Iteration 17Q (18986.490000 sec): 3 clusters
  Score: Raw -270872.866820 + Penalty 2631.762436 = -268241.104383
  nChanged 13
		SP:Iteration 18Q (18986.680000 sec): 3 clusters
  Score: Raw -270878.114498 + Penalty 2631.762436 = -268246.352062
  nChanged 7
		SP:Iteration 19Q (18986.890000 sec): 3 clusters
  Score: Raw -270880.058737 + Penalty 2631.762436 = -268248.296300
  nChanged 3
		SP:Iteration 20F (18987.050000 sec): 3 clusters
  Score: Raw -270880.957321 + Penalty 2631.762436 = -268249.194885
  nChanged 3
		SP:Iteration 21Q (18987.270000 sec): 3 clusters
  Score: Raw -270881.708006 + Penalty 2631.762436 = -268249.945570
  nChanged 2
		SP:Iteration 22Q (18987.420000 sec): 3 clusters
  Score: Raw -270882.280202 + Penalty 2631.762436 = -268250.517766
  nChanged 1
		SP:Iteration 23Q (18987.590000 sec): 3 clusters
  Score: Raw -270882.560795 + Penalty 2631.762436 = -268250.798358
  nChanged 1
		SP:Iteration 24Q (18987.760000 sec): 3 clusters
  Score: Raw -270882.750128 + Penalty 2631.762436 = -268250.987691
  nChanged 0
		SP:Iteration 25F (18987.950000 sec): 3 clusters
  Score: Raw -270882.750128 + Penalty 2631.762436 = -268250.987691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 23 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18988.050000 sec): 2 clusters
  Score: Raw -22667.994521 + Penalty 984.986749 = -21683.007772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18988.270000 sec): 3 clusters
  Score: Raw -22669.472279 + Penalty 1969.973499 = -20699.498780
  nChanged 97
		SP:Iteration 1F (18988.440000 sec): 3 clusters
  Score: Raw -22842.518675 + Penalty 1969.973499 = -20872.545176
  nChanged 27
		SP:Iteration 2F (18988.650000 sec): 3 clusters
  Score: Raw -22920.124331 + Penalty 1969.973499 = -20950.150832
  nChanged 17
		SP:Iteration 3Q (18988.810000 sec): 3 clusters
  Score: Raw -22953.916465 + Penalty 1969.973499 = -20983.942966
  nChanged 6
		SP:Iteration 4Q (18988.990000 sec): 3 clusters
  Score: Raw -22965.460973 + Penalty 1969.973499 = -20995.487475
  nChanged 7
		SP:Iteration 5Q (18989.170000 sec): 3 clusters
  Score: Raw -22974.684908 + Penalty 1969.973499 = -21004.711409
  nChanged 4
		SP:Iteration 6Q (18989.360000 sec): 3 clusters
  Score: Raw -22979.257208 + Penalty 1969.973499 = -21009.283709
  nChanged 1
		SP:Iteration 7Q (18989.530000 sec): 3 clusters
  Score: Raw -22979.683401 + Penalty 1969.973499 = -21009.709903
  nChanged 0
		SP:Iteration 8F (18989.710000 sec): 3 clusters
  Score: Raw -22979.683401 + Penalty 1969.973499 = -21009.709903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 24 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18989.850000 sec): 2 clusters
  Score: Raw -296151.400130 + Penalty 1334.410090 = -294816.990041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18990.040000 sec): 3 clusters
  Score: Raw -294324.301197 + Penalty 2668.820179 = -291655.481018
  nChanged 1424
		SP:Iteration 1F (18990.220000 sec): 3 clusters
  Score: Raw -295128.389297 + Penalty 2668.820179 = -292459.569118
  nChanged 293
		SP:Iteration 2F (18990.440000 sec): 3 clusters
  Score: Raw -295324.496506 + Penalty 2668.820179 = -292655.676327
  nChanged 227
		SP:Iteration 3F (18990.690000 sec): 3 clusters
  Score: Raw -295477.287992 + Penalty 2668.820179 = -292808.467813
  nChanged 231
		SP:Iteration 4F (18990.870000 sec): 3 clusters
  Score: Raw -295660.435374 + Penalty 2668.820179 = -292991.615195
  nChanged 222
		SP:Iteration 5F (18991.060000 sec): 3 clusters
  Score: Raw -295850.478834 + Penalty 2668.820179 = -293181.658654
  nChanged 212
		SP:Iteration 6F (18991.260000 sec): 3 clusters
  Score: Raw -296052.213388 + Penalty 2668.820179 = -293383.393209
  nChanged 189
		SP:Iteration 7F (18991.460000 sec): 3 clusters
  Score: Raw -296223.446107 + Penalty 2668.820179 = -293554.625928
  nChanged 164
		SP:Iteration 8Q (18991.650000 sec): 3 clusters
  Score: Raw -296357.215492 + Penalty 2668.820179 = -293688.395313
  nChanged 125
		SP:Iteration 9Q (18991.810000 sec): 3 clusters
  Score: Raw -296438.692477 + Penalty 2668.820179 = -293769.872298
  nChanged 82
		SP:Iteration 10Q (18992.010000 sec): 3 clusters
  Score: Raw -296488.798701 + Penalty 2668.820179 = -293819.978522
  nChanged 79
		SP:Iteration 11Q (18992.200000 sec): 3 clusters
  Score: Raw -296534.376211 + Penalty 2668.820179 = -293865.556032
  nChanged 66
		SP:Iteration 12Q (18992.490000 sec): 3 clusters
  Score: Raw -296582.262044 + Penalty 2668.820179 = -293913.441865
  nChanged 59
		SP:Iteration 13Q (18992.670000 sec): 3 clusters
  Score: Raw -296619.948239 + Penalty 2668.820179 = -293951.128060
  nChanged 54
		SP:Iteration 14Q (18992.900000 sec): 3 clusters
  Score: Raw -296644.703755 + Penalty 2668.820179 = -293975.883576
  nChanged 37
		SP:Iteration 15Q (18993.130000 sec): 3 clusters
  Score: Raw -296663.256849 + Penalty 2668.820179 = -293994.436669
  nChanged 33
		SP:Iteration 16Q (18993.300000 sec): 3 clusters
  Score: Raw -296675.740182 + Penalty 2668.820179 = -294006.920003
  nChanged 19
		SP:Iteration 17Q (18993.520000 sec): 3 clusters
  Score: Raw -296682.675337 + Penalty 2668.820179 = -294013.855157
  nChanged 13
		SP:Iteration 18Q (18993.680000 sec): 3 clusters
  Score: Raw -296686.419834 + Penalty 2668.820179 = -294017.599655
  nChanged 7
		SP:Iteration 19Q (18993.860000 sec): 3 clusters
  Score: Raw -296687.722962 + Penalty 2668.820179 = -294018.902782
  nChanged 7
		SP:Iteration 20F (18994.060000 sec): 3 clusters
  Score: Raw -296689.774317 + Penalty 2668.820179 = -294020.954138
  nChanged 5
		SP:Iteration 21Q (18994.210000 sec): 3 clusters
  Score: Raw -296691.526611 + Penalty 2668.820179 = -294022.706432
  nChanged 3
		SP:Iteration 22Q (18994.410000 sec): 3 clusters
  Score: Raw -296692.086599 + Penalty 2668.820179 = -294023.266420
  nChanged 2
		SP:Iteration 23Q (18994.610000 sec): 3 clusters
  Score: Raw -296692.981676 + Penalty 2668.820179 = -294024.161497
  nChanged 2
		SP:Iteration 24Q (18994.780000 sec): 3 clusters
  Score: Raw -296693.360456 + Penalty 2668.820179 = -294024.540277
  nChanged 0
		SP:Iteration 25F (18994.960000 sec): 3 clusters
  Score: Raw -296693.360456 + Penalty 2668.820179 = -294024.540277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 25 (12324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18995.120000 sec): 2 clusters
  Score: Raw -1014558.145403 + Penalty 1530.636877 = -1013027.508526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18995.380000 sec): 3 clusters
  Score: Raw -1007338.012094 + Penalty 3061.273754 = -1004276.738340
  nChanged 5471
		SP:Iteration 1F (18995.660000 sec): 3 clusters
  Score: Raw -1010254.278087 + Penalty 3061.273754 = -1007193.004333
  nChanged 695
		SP:Iteration 2F (18995.950000 sec): 3 clusters
  Score: Raw -1010512.239083 + Penalty 3061.273754 = -1007450.965329
  nChanged 595
		SP:Iteration 3Q (18996.100000 sec): 3 clusters
  Score: Raw -1010733.204711 + Penalty 3061.273754 = -1007671.930956
  nChanged 555
		SP:Iteration 4Q (18996.350000 sec): 3 clusters
  Score: Raw -1010933.749377 + Penalty 3061.273754 = -1007872.475622
  nChanged 497
		SP:Iteration 5Q (18996.560000 sec): 3 clusters
  Score: Raw -1011139.374158 + Penalty 3061.273754 = -1008078.100404
  nChanged 514
		SP:Iteration 6Q (18996.770000 sec): 3 clusters
  Score: Raw -1011371.077112 + Penalty 3061.273754 = -1008309.803358
  nChanged 549
		SP:Iteration 7Q (18997.020000 sec): 3 clusters
  Score: Raw -1011667.817699 + Penalty 3061.273754 = -1008606.543945
  nChanged 642
		SP:Iteration 8F (18997.270000 sec): 3 clusters
  Score: Raw -1012078.166236 + Penalty 3061.273754 = -1009016.892481
  nChanged 706
		SP:Iteration 9F (18997.590000 sec): 3 clusters
  Score: Raw -1012605.156409 + Penalty 3061.273754 = -1009543.882655
  nChanged 721
		SP:Iteration 10F (18997.790000 sec): 3 clusters
  Score: Raw -1013198.433951 + Penalty 3061.273754 = -1010137.160197
  nChanged 632
		SP:Iteration 11F (18998.030000 sec): 3 clusters
  Score: Raw -1013777.472628 + Penalty 3061.273754 = -1010716.198874
  nChanged 450
		SP:Iteration 12Q (18998.240000 sec): 3 clusters
  Score: Raw -1014166.393066 + Penalty 3061.273754 = -1011105.119312
  nChanged 255
		SP:Iteration 13Q (18998.410000 sec): 3 clusters
  Score: Raw -1014392.304237 + Penalty 3061.273754 = -1011331.030483
  nChanged 138
		SP:Iteration 14Q (18998.580000 sec): 3 clusters
  Score: Raw -1014513.535139 + Penalty 3061.273754 = -1011452.261384
  nChanged 79
		SP:Iteration 15Q (18998.790000 sec): 3 clusters
  Score: Raw -1014590.959124 + Penalty 3061.273754 = -1011529.685370
  nChanged 38
		SP:Iteration 16Q (18998.990000 sec): 3 clusters
  Score: Raw -1014642.375472 + Penalty 3061.273754 = -1011581.101717
  nChanged 29
		SP:Iteration 17Q (18999.220000 sec): 3 clusters
  Score: Raw -1014675.364246 + Penalty 3061.273754 = -1011614.090491
  nChanged 22
		SP:Iteration 18Q (18999.450000 sec): 3 clusters
  Score: Raw -1014705.691268 + Penalty 3061.273754 = -1011644.417514
  nChanged 18
		SP:Iteration 19Q (18999.640000 sec): 3 clusters
  Score: Raw -1014727.663803 + Penalty 3061.273754 = -1011666.390049
  nChanged 10
		SP:Iteration 20F (18999.870000 sec): 3 clusters
  Score: Raw -1014740.250574 + Penalty 3061.273754 = -1011678.976820
  nChanged 8
		SP:Iteration 21Q (19000.080000 sec): 3 clusters
  Score: Raw -1014754.255493 + Penalty 3061.273754 = -1011692.981739
  nChanged 6
		SP:Iteration 22Q (19000.230000 sec): 3 clusters
  Score: Raw -1014760.766060 + Penalty 3061.273754 = -1011699.492305
  nChanged 2
		SP:Iteration 23Q (19000.470000 sec): 3 clusters
  Score: Raw -1014762.134273 + Penalty 3061.273754 = -1011700.860519
  nChanged 1
		SP:Iteration 24Q (19000.670000 sec): 3 clusters
  Score: Raw -1014762.472178 + Penalty 3061.273754 = -1011701.198424
  nChanged 0
		SP:Iteration 25F (19000.820000 sec): 3 clusters
  Score: Raw -1014762.472178 + Penalty 3061.273754 = -1011701.198424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 26 (92060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19001.330000 sec): 2 clusters
  Score: Raw -7888960.623884 + Penalty 1857.406820 = -7887103.217063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19001.960000 sec): 3 clusters
  Score: Raw -7829196.304935 + Penalty 3714.813641 = -7825481.491294
  nChanged 44119
		SP:Iteration 1F (19002.600000 sec): 3 clusters
  Score: Raw -7854893.055857 + Penalty 3714.813641 = -7851178.242216
  nChanged 3015
		SP:Iteration 2Q (19003.360000 sec): 3 clusters
  Score: Raw -7855603.221839 + Penalty 3714.813641 = -7851888.408198
  nChanged 3052
		SP:Iteration 3Q (19003.980000 sec): 3 clusters
  Score: Raw -7856404.323069 + Penalty 3714.813641 = -7852689.509429
  nChanged 3280
		SP:Iteration 4Q (19004.680000 sec): 3 clusters
  Score: Raw -7857406.326932 + Penalty 3714.813641 = -7853691.513292
  nChanged 3650
		SP:Iteration 5Q (19005.280000 sec): 3 clusters
  Score: Raw -7858763.226744 + Penalty 3714.813641 = -7855048.413103
  nChanged 4277
		SP:Iteration 6Q (19005.960000 sec): 3 clusters
  Score: Raw -7860874.059789 + Penalty 3714.813641 = -7857159.246149
  nChanged 5018
		SP:Iteration 7F (19006.710000 sec): 3 clusters
  Score: Raw -7864026.711761 + Penalty 3714.813641 = -7860311.898121
  nChanged 5506
		SP:Iteration 8F (19007.330000 sec): 3 clusters
  Score: Raw -7868064.671598 + Penalty 3714.813641 = -7864349.857957
  nChanged 5506
		SP:Iteration 9F (19008.040000 sec): 3 clusters
  Score: Raw -7872475.430262 + Penalty 3714.813641 = -7868760.616621
  nChanged 4865
		SP:Iteration 10F (19008.750000 sec): 3 clusters
  Score: Raw -7876279.819511 + Penalty 3714.813641 = -7872565.005870
  nChanged 3718
		SP:Iteration 11Q (19009.420000 sec): 3 clusters
  Score: Raw -7879032.317476 + Penalty 3714.813641 = -7875317.503835
  nChanged 2873
		SP:Iteration 12Q (19010.100000 sec): 3 clusters
  Score: Raw -7881050.962776 + Penalty 3714.813641 = -7877336.149136
  nChanged 2386
		SP:Iteration 13Q (19010.870000 sec): 3 clusters
  Score: Raw -7882718.908994 + Penalty 3714.813641 = -7879004.095353
  nChanged 1975
		SP:Iteration 14Q (19011.480000 sec): 3 clusters
  Score: Raw -7884131.067111 + Penalty 3714.813641 = -7880416.253470
  nChanged 1735
		SP:Iteration 15Q (19012.040000 sec): 3 clusters
  Score: Raw -7885449.337732 + Penalty 3714.813641 = -7881734.524092
  nChanged 1459
		SP:Iteration 16Q (19012.700000 sec): 3 clusters
  Score: Raw -7886569.864844 + Penalty 3714.813641 = -7882855.051204
  nChanged 1206
		SP:Iteration 17Q (19013.380000 sec): 3 clusters
  Score: Raw -7887483.223550 + Penalty 3714.813641 = -7883768.409909
  nChanged 963
		SP:Iteration 18Q (19014.010000 sec): 3 clusters
  Score: Raw -7888179.341310 + Penalty 3714.813641 = -7884464.527669
  nChanged 766
		SP:Iteration 19Q (19014.670000 sec): 3 clusters
  Score: Raw -7888733.852421 + Penalty 3714.813641 = -7885019.038780
  nChanged 579
		SP:Iteration 20F (19015.310000 sec): 3 clusters
  Score: Raw -7889150.027890 + Penalty 3714.813641 = -7885435.214249
  nChanged 430
		SP:Iteration 21Q (19015.970000 sec): 3 clusters
  Score: Raw -7889419.247179 + Penalty 3714.813641 = -7885704.433538
  nChanged 321
		SP:Iteration 22Q (19016.570000 sec): 3 clusters
  Score: Raw -7889584.656671 + Penalty 3714.813641 = -7885869.843030
  nChanged 226
		SP:Iteration 23Q (19017.240000 sec): 3 clusters
  Score: Raw -7889693.874153 + Penalty 3714.813641 = -7885979.060513
  nChanged 180
		SP:Iteration 24Q (19017.960000 sec): 3 clusters
  Score: Raw -7889779.292411 + Penalty 3714.813641 = -7886064.478771
  nChanged 154
		SP:Iteration 25Q (19018.580000 sec): 3 clusters
  Score: Raw -7889852.636979 + Penalty 3714.813641 = -7886137.823338
  nChanged 123
		SP:Iteration 26Q (19019.120000 sec): 3 clusters
  Score: Raw -7889905.945601 + Penalty 3714.813641 = -7886191.131960
  nChanged 95
		SP:Iteration 27Q (19019.700000 sec): 3 clusters
  Score: Raw -7889947.681434 + Penalty 3714.813641 = -7886232.867793
  nChanged 84
		SP:Iteration 28Q (19020.280000 sec): 3 clusters
  Score: Raw -7889977.800199 + Penalty 3714.813641 = -7886262.986558
  nChanged 62
		SP:Iteration 29Q (19020.840000 sec): 3 clusters
  Score: Raw -7889995.823177 + Penalty 3714.813641 = -7886281.009537
  nChanged 51
		SP:Iteration 30Q (19021.410000 sec): 3 clusters
  Score: Raw -7890010.147230 + Penalty 3714.813641 = -7886295.333589
  nChanged 45
		SP:Iteration 31Q (19021.990000 sec): 3 clusters
  Score: Raw -7890025.361437 + Penalty 3714.813641 = -7886310.547796
  nChanged 37
		SP:Iteration 32Q (19022.590000 sec): 3 clusters
  Score: Raw -7890039.220316 + Penalty 3714.813641 = -7886324.406675
  nChanged 44
		SP:Iteration 33Q (19023.130000 sec): 3 clusters
  Score: Raw -7890050.524008 + Penalty 3714.813641 = -7886335.710368
  nChanged 32
		SP:Iteration 34Q (19023.680000 sec): 3 clusters
  Score: Raw -7890058.091737 + Penalty 3714.813641 = -7886343.278096
  nChanged 27
		SP:Iteration 35Q (19024.230000 sec): 3 clusters
  Score: Raw -7890064.165388 + Penalty 3714.813641 = -7886349.351748
  nChanged 26
		SP:Iteration 36Q (19024.780000 sec): 3 clusters
  Score: Raw -7890071.033770 + Penalty 3714.813641 = -7886356.220129
  nChanged 16
		SP:Iteration 37Q (19025.360000 sec): 3 clusters
  Score: Raw -7890074.043197 + Penalty 3714.813641 = -7886359.229557
  nChanged 13
		SP:Iteration 38Q (19025.930000 sec): 3 clusters
  Score: Raw -7890076.921257 + Penalty 3714.813641 = -7886362.107617
  nChanged 16
		SP:Iteration 39Q (19026.420000 sec): 3 clusters
  Score: Raw -7890079.526669 + Penalty 3714.813641 = -7886364.713028
  nChanged 10
		SP:Iteration 40F (19027.030000 sec): 3 clusters
  Score: Raw -7890083.251776 + Penalty 3714.813641 = -7886368.438135
  nChanged 14
		SP:Iteration 41Q (19027.550000 sec): 3 clusters
  Score: Raw -7890086.691155 + Penalty 3714.813641 = -7886371.877515
  nChanged 13
		SP:Iteration 42Q (19028.090000 sec): 3 clusters
  Score: Raw -7890089.154275 + Penalty 3714.813641 = -7886374.340635
  nChanged 10
		SP:Iteration 43Q (19028.590000 sec): 3 clusters
  Score: Raw -7890091.465877 + Penalty 3714.813641 = -7886376.652236
  nChanged 16
		SP:Iteration 44Q (19029.070000 sec): 3 clusters
  Score: Raw -7890094.467609 + Penalty 3714.813641 = -7886379.653968
  nChanged 13
		SP:Iteration 45Q (19029.600000 sec): 3 clusters
  Score: Raw -7890097.208152 + Penalty 3714.813641 = -7886382.394511
  nChanged 15
		SP:Iteration 46Q (19030.170000 sec): 3 clusters
  Score: Raw -7890100.698151 + Penalty 3714.813641 = -7886385.884510
  nChanged 21
		SP:Iteration 47Q (19030.660000 sec): 3 clusters
  Score: Raw -7890105.134485 + Penalty 3714.813641 = -7886390.320844
  nChanged 18
		SP:Iteration 48Q (19031.140000 sec): 3 clusters
  Score: Raw -7890108.495257 + Penalty 3714.813641 = -7886393.681617
  nChanged 12
		SP:Iteration 49Q (19031.640000 sec): 3 clusters
  Score: Raw -7890110.739079 + Penalty 3714.813641 = -7886395.925439
  nChanged 8
		SP:Iteration 50Q (19032.150000 sec): 3 clusters
  Score: Raw -7890111.705106 + Penalty 3714.813641 = -7886396.891466
  nChanged 3
		SP:Iteration 51Q (19032.680000 sec): 3 clusters
  Score: Raw -7890112.183999 + Penalty 3714.813641 = -7886397.370359
  nChanged 4
		SP:Iteration 52Q (19033.190000 sec): 3 clusters
  Score: Raw -7890112.715133 + Penalty 3714.813641 = -7886397.901492
  nChanged 2
		SP:Iteration 53Q (19033.710000 sec): 3 clusters
  Score: Raw -7890112.873954 + Penalty 3714.813641 = -7886398.060313
  nChanged 3
		SP:Iteration 54Q (19034.170000 sec): 3 clusters
  Score: Raw -7890113.184731 + Penalty 3714.813641 = -7886398.371090
  nChanged 2
		SP:Iteration 55Q (19034.720000 sec): 3 clusters
  Score: Raw -7890113.666790 + Penalty 3714.813641 = -7886398.853149
  nChanged 4
		SP:Iteration 56Q (19035.280000 sec): 3 clusters
  Score: Raw -7890114.187412 + Penalty 3714.813641 = -7886399.373771
  nChanged 5
		SP:Iteration 57Q (19035.840000 sec): 3 clusters
  Score: Raw -7890114.928461 + Penalty 3714.813641 = -7886400.114820
  nChanged 6
		SP:Iteration 58Q (19036.390000 sec): 3 clusters
  Score: Raw -7890115.808748 + Penalty 3714.813641 = -7886400.995107
  nChanged 9
		SP:Iteration 59Q (19037.040000 sec): 3 clusters
  Score: Raw -7890117.938550 + Penalty 3714.813641 = -7886403.124909
  nChanged 10
		SP:Iteration 60F (19037.810000 sec): 3 clusters
  Score: Raw -7890119.732730 + Penalty 3714.813641 = -7886404.919090
  nChanged 15
		SP:Iteration 61Q (19038.500000 sec): 3 clusters
  Score: Raw -7890123.569807 + Penalty 3714.813641 = -7886408.756166
  nChanged 20
		SP:Iteration 62Q (19039.140000 sec): 3 clusters
  Score: Raw -7890127.067375 + Penalty 3714.813641 = -7886412.253734
  nChanged 17
		SP:Iteration 63Q (19039.860000 sec): 3 clusters
  Score: Raw -7890130.156954 + Penalty 3714.813641 = -7886415.343314
  nChanged 13
		SP:Iteration 64Q (19040.490000 sec): 3 clusters
  Score: Raw -7890133.117948 + Penalty 3714.813641 = -7886418.304307
  nChanged 11
		SP:Iteration 65Q (19041.120000 sec): 3 clusters
  Score: Raw -7890135.391230 + Penalty 3714.813641 = -7886420.577589
  nChanged 20
		SP:Iteration 66Q (19041.760000 sec): 3 clusters
  Score: Raw -7890139.051620 + Penalty 3714.813641 = -7886424.237980
  nChanged 17
		SP:Iteration 67Q (19042.390000 sec): 3 clusters
  Score: Raw -7890142.656577 + Penalty 3714.813641 = -7886427.842936
  nChanged 21
		SP:Iteration 68Q (19042.980000 sec): 3 clusters
  Score: Raw -7890147.686604 + Penalty 3714.813641 = -7886432.872963
  nChanged 22
		SP:Iteration 69Q (19043.620000 sec): 3 clusters
  Score: Raw -7890153.548761 + Penalty 3714.813641 = -7886438.735120
  nChanged 21
		SP:Iteration 70Q (19044.260000 sec): 3 clusters
  Score: Raw -7890159.076464 + Penalty 3714.813641 = -7886444.262823
  nChanged 23
		SP:Iteration 71Q (19044.890000 sec): 3 clusters
  Score: Raw -7890163.144522 + Penalty 3714.813641 = -7886448.330882
  nChanged 17
		SP:Iteration 72Q (19045.480000 sec): 3 clusters
  Score: Raw -7890166.544593 + Penalty 3714.813641 = -7886451.730953
  nChanged 16
		SP:Iteration 73Q (19046.160000 sec): 3 clusters
  Score: Raw -7890169.417207 + Penalty 3714.813641 = -7886454.603566
  nChanged 17
		SP:Iteration 74Q (19046.710000 sec): 3 clusters
  Score: Raw -7890173.082332 + Penalty 3714.813641 = -7886458.268692
  nChanged 17
		SP:Iteration 75Q (19047.290000 sec): 3 clusters
  Score: Raw -7890175.808848 + Penalty 3714.813641 = -7886460.995207
  nChanged 12
		SP:Iteration 76Q (19047.900000 sec): 3 clusters
  Score: Raw -7890177.756517 + Penalty 3714.813641 = -7886462.942877
  nChanged 11
		SP:Iteration 77Q (19048.510000 sec): 3 clusters
  Score: Raw -7890179.551615 + Penalty 3714.813641 = -7886464.737974
  nChanged 10
		SP:Iteration 78Q (19049.120000 sec): 3 clusters
  Score: Raw -7890180.984123 + Penalty 3714.813641 = -7886466.170482
  nChanged 4
		SP:Iteration 79Q (19049.660000 sec): 3 clusters
  Score: Raw -7890181.504156 + Penalty 3714.813641 = -7886466.690515
  nChanged 4
		SP:Iteration 80F (19050.360000 sec): 3 clusters
  Score: Raw -7890182.436182 + Penalty 3714.813641 = -7886467.622541
  nChanged 7
		SP:Iteration 81Q (19050.980000 sec): 3 clusters
  Score: Raw -7890183.799409 + Penalty 3714.813641 = -7886468.985768
  nChanged 9
		SP:Iteration 82Q (19051.580000 sec): 3 clusters
  Score: Raw -7890185.336296 + Penalty 3714.813641 = -7886470.522656
  nChanged 9
		SP:Iteration 83Q (19052.150000 sec): 3 clusters
  Score: Raw -7890186.769897 + Penalty 3714.813641 = -7886471.956256
  nChanged 7
		SP:Iteration 84Q (19052.720000 sec): 3 clusters
  Score: Raw -7890187.929253 + Penalty 3714.813641 = -7886473.115612
  nChanged 9
		SP:Iteration 85Q (19053.370000 sec): 3 clusters
  Score: Raw -7890189.445351 + Penalty 3714.813641 = -7886474.631711
  nChanged 7
		SP:Iteration 86Q (19053.990000 sec): 3 clusters
  Score: Raw -7890190.079327 + Penalty 3714.813641 = -7886475.265686
  nChanged 1
		SP:Iteration 87Q (19054.700000 sec): 3 clusters
  Score: Raw -7890190.260993 + Penalty 3714.813641 = -7886475.447353
  nChanged 0
		SP:Iteration 88F (19055.430000 sec): 3 clusters
  Score: Raw -7890190.260993 + Penalty 3714.813641 = -7886475.447353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 27 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19055.560000 sec): 2 clusters
  Score: Raw -34151.010527 + Penalty 982.697979 = -33168.312547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19055.730000 sec): 3 clusters
  Score: Raw -34132.633152 + Penalty 1965.395958 = -32167.237193
  nChanged 90
		SP:Iteration 1F (19055.960000 sec): 3 clusters
  Score: Raw -34252.108896 + Penalty 1965.395958 = -32286.712938
  nChanged 18
		SP:Iteration 2Q (19056.140000 sec): 3 clusters
  Score: Raw -34281.743765 + Penalty 1965.395958 = -32316.347807
  nChanged 12
		SP:Iteration 3Q (19056.270000 sec): 3 clusters
  Score: Raw -34294.453435 + Penalty 1965.395958 = -32329.057477
  nChanged 6
		SP:Iteration 4Q (19056.480000 sec): 3 clusters
  Score: Raw -34303.960328 + Penalty 1965.395958 = -32338.564370
  nChanged 3
		SP:Iteration 5Q (19056.710000 sec): 3 clusters
  Score: Raw -34307.284025 + Penalty 1965.395958 = -32341.888067
  nChanged 3
		SP:Iteration 6Q (19056.870000 sec): 3 clusters
  Score: Raw -34309.222135 + Penalty 1965.395958 = -32343.826177
  nChanged 4
		SP:Iteration 7Q (19057.030000 sec): 3 clusters
  Score: Raw -34314.417514 + Penalty 1965.395958 = -32349.021555
  nChanged 0
		SP:Iteration 8F (19057.250000 sec): 3 clusters
  Score: Raw -34314.417514 + Penalty 1965.395958 = -32349.021555
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 28 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19057.370000 sec): 2 clusters
  Score: Raw -240684.364427 + Penalty 1320.847153 = -239363.517274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19057.570000 sec): 3 clusters
  Score: Raw -239058.628192 + Penalty 2641.694306 = -236416.933886
  nChanged 1257
		SP:Iteration 1F (19057.760000 sec): 3 clusters
  Score: Raw -239875.723024 + Penalty 2641.694306 = -237234.028718
  nChanged 307
		SP:Iteration 2F (19057.950000 sec): 3 clusters
  Score: Raw -240133.454766 + Penalty 2641.694306 = -237491.760461
  nChanged 212
		SP:Iteration 3F (19058.150000 sec): 3 clusters
  Score: Raw -240288.902806 + Penalty 2641.694306 = -237647.208500
  nChanged 167
		SP:Iteration 4Q (19058.320000 sec): 3 clusters
  Score: Raw -240389.105049 + Penalty 2641.694306 = -237747.410743
  nChanged 125
		SP:Iteration 5Q (19058.540000 sec): 3 clusters
  Score: Raw -240462.808463 + Penalty 2641.694306 = -237821.114157
  nChanged 97
		SP:Iteration 6Q (19058.710000 sec): 3 clusters
  Score: Raw -240515.702852 + Penalty 2641.694306 = -237874.008546
  nChanged 82
		SP:Iteration 7Q (19058.900000 sec): 3 clusters
  Score: Raw -240550.572002 + Penalty 2641.694306 = -237908.877696
  nChanged 64
		SP:Iteration 8Q (19059.040000 sec): 3 clusters
  Score: Raw -240582.903185 + Penalty 2641.694306 = -237941.208880
  nChanged 63
		SP:Iteration 9Q (19059.210000 sec): 3 clusters
  Score: Raw -240617.367099 + Penalty 2641.694306 = -237975.672793
  nChanged 68
		SP:Iteration 10Q (19059.380000 sec): 3 clusters
  Score: Raw -240657.739457 + Penalty 2641.694306 = -238016.045151
  nChanged 69
		SP:Iteration 11Q (19059.570000 sec): 3 clusters
  Score: Raw -240696.006817 + Penalty 2641.694306 = -238054.312511
  nChanged 54
		SP:Iteration 12Q (19059.770000 sec): 3 clusters
  Score: Raw -240721.427534 + Penalty 2641.694306 = -238079.733229
  nChanged 41
		SP:Iteration 13Q (19059.960000 sec): 3 clusters
  Score: Raw -240741.629224 + Penalty 2641.694306 = -238099.934919
  nChanged 50
		SP:Iteration 14Q (19060.130000 sec): 3 clusters
  Score: Raw -240766.219632 + Penalty 2641.694306 = -238124.525326
  nChanged 49
		SP:Iteration 15Q (19060.350000 sec): 3 clusters
  Score: Raw -240791.739600 + Penalty 2641.694306 = -238150.045294
  nChanged 43
		SP:Iteration 16Q (19060.490000 sec): 3 clusters
  Score: Raw -240813.206394 + Penalty 2641.694306 = -238171.512088
  nChanged 51
		SP:Iteration 17Q (19060.720000 sec): 3 clusters
  Score: Raw -240843.537468 + Penalty 2641.694306 = -238201.843163
  nChanged 50
		SP:Iteration 18Q (19060.830000 sec): 3 clusters
  Score: Raw -240873.011204 + Penalty 2641.694306 = -238231.316898
  nChanged 47
		SP:Iteration 19Q (19061.000000 sec): 3 clusters
  Score: Raw -240898.078132 + Penalty 2641.694306 = -238256.383827
  nChanged 41
		SP:Iteration 20F (19061.210000 sec): 3 clusters
  Score: Raw -240927.644934 + Penalty 2641.694306 = -238285.950629
  nChanged 47
		SP:Iteration 21Q (19061.440000 sec): 3 clusters
  Score: Raw -240950.719105 + Penalty 2641.694306 = -238309.024799
  nChanged 41
		SP:Iteration 22Q (19061.630000 sec): 3 clusters
  Score: Raw -240968.640583 + Penalty 2641.694306 = -238326.946277
  nChanged 33
		SP:Iteration 23Q (19061.820000 sec): 3 clusters
  Score: Raw -240981.723719 + Penalty 2641.694306 = -238340.029413
  nChanged 23
		SP:Iteration 24Q (19062.030000 sec): 3 clusters
  Score: Raw -240991.343226 + Penalty 2641.694306 = -238349.648920
  nChanged 23
		SP:Iteration 25Q (19062.260000 sec): 3 clusters
  Score: Raw -241000.690378 + Penalty 2641.694306 = -238358.996072
  nChanged 22
		SP:Iteration 26Q (19062.490000 sec): 3 clusters
  Score: Raw -241008.954794 + Penalty 2641.694306 = -238367.260488
  nChanged 19
		SP:Iteration 27Q (19062.690000 sec): 3 clusters
  Score: Raw -241014.602159 + Penalty 2641.694306 = -238372.907853
  nChanged 15
		SP:Iteration 28Q (19062.870000 sec): 3 clusters
  Score: Raw -241019.351669 + Penalty 2641.694306 = -238377.657363
  nChanged 14
		SP:Iteration 29Q (19063.040000 sec): 3 clusters
  Score: Raw -241024.779369 + Penalty 2641.694306 = -238383.085063
  nChanged 14
		SP:Iteration 30Q (19063.240000 sec): 3 clusters
  Score: Raw -241032.394940 + Penalty 2641.694306 = -238390.700634
  nChanged 19
		SP:Iteration 31Q (19063.410000 sec): 3 clusters
  Score: Raw -241040.732710 + Penalty 2641.694306 = -238399.038404
  nChanged 14
		SP:Iteration 32Q (19063.580000 sec): 3 clusters
  Score: Raw -241045.535290 + Penalty 2641.694306 = -238403.840984
  nChanged 13
		SP:Iteration 33Q (19063.800000 sec): 3 clusters
  Score: Raw -241052.036848 + Penalty 2641.694306 = -238410.342543
  nChanged 14
		SP:Iteration 34Q (19063.930000 sec): 3 clusters
  Score: Raw -241057.997870 + Penalty 2641.694306 = -238416.303564
  nChanged 6
		SP:Iteration 35Q (19064.100000 sec): 3 clusters
  Score: Raw -241060.706509 + Penalty 2641.694306 = -238419.012203
  nChanged 11
		SP:Iteration 36Q (19064.290000 sec): 3 clusters
  Score: Raw -241067.166362 + Penalty 2641.694306 = -238425.472056
  nChanged 14
		SP:Iteration 37Q (19064.510000 sec): 3 clusters
  Score: Raw -241074.241799 + Penalty 2641.694306 = -238432.547493
  nChanged 13
		SP:Iteration 38Q (19064.670000 sec): 3 clusters
  Score: Raw -241079.229978 + Penalty 2641.694306 = -238437.535672
  nChanged 10
		SP:Iteration 39Q (19064.830000 sec): 3 clusters
  Score: Raw -241084.308927 + Penalty 2641.694306 = -238442.614621
  nChanged 11
		SP:Iteration 40F (19064.970000 sec): 3 clusters
  Score: Raw -241088.186464 + Penalty 2641.694306 = -238446.492159
  nChanged 9
		SP:Iteration 41Q (19065.170000 sec): 3 clusters
  Score: Raw -241092.167743 + Penalty 2641.694306 = -238450.473438
  nChanged 12
		SP:Iteration 42Q (19065.370000 sec): 3 clusters
  Score: Raw -241097.510600 + Penalty 2641.694306 = -238455.816294
  nChanged 8
		SP:Iteration 43Q (19065.540000 sec): 3 clusters
  Score: Raw -241100.807429 + Penalty 2641.694306 = -238459.113123
  nChanged 6
		SP:Iteration 44Q (19065.740000 sec): 3 clusters
  Score: Raw -241102.369460 + Penalty 2641.694306 = -238460.675155
  nChanged 3
		SP:Iteration 45Q (19065.880000 sec): 3 clusters
  Score: Raw -241103.680061 + Penalty 2641.694306 = -238461.985755
  nChanged 3
		SP:Iteration 46Q (19066.070000 sec): 3 clusters
  Score: Raw -241104.794465 + Penalty 2641.694306 = -238463.100160
  nChanged 1
		SP:Iteration 47Q (19066.220000 sec): 3 clusters
  Score: Raw -241104.897495 + Penalty 2641.694306 = -238463.203189
  nChanged 1
		SP:Iteration 48Q (19066.450000 sec): 3 clusters
  Score: Raw -241105.845370 + Penalty 2641.694306 = -238464.151064
  nChanged 0
		SP:Iteration 49F (19066.650000 sec): 3 clusters
  Score: Raw -241105.845370 + Penalty 2641.694306 = -238464.151064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 29 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19066.760000 sec): 2 clusters
  Score: Raw -278105.060701 + Penalty 1322.706495 = -276782.354205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19066.990000 sec): 3 clusters
  Score: Raw -276443.957117 + Penalty 2645.412991 = -273798.544126
  nChanged 1300
		SP:Iteration 1F (19067.210000 sec): 3 clusters
  Score: Raw -277203.000624 + Penalty 2645.412991 = -274557.587634
  nChanged 240
		SP:Iteration 2F (19067.400000 sec): 3 clusters
  Score: Raw -277328.350204 + Penalty 2645.412991 = -274682.937213
  nChanged 172
		SP:Iteration 3F (19067.630000 sec): 3 clusters
  Score: Raw -277407.188171 + Penalty 2645.412991 = -274761.775181
  nChanged 110
		SP:Iteration 4Q (19067.780000 sec): 3 clusters
  Score: Raw -277469.440863 + Penalty 2645.412991 = -274824.027872
  nChanged 111
		SP:Iteration 5Q (19068.010000 sec): 3 clusters
  Score: Raw -277530.709229 + Penalty 2645.412991 = -274885.296238
  nChanged 110
		SP:Iteration 6Q (19068.210000 sec): 3 clusters
  Score: Raw -277595.520828 + Penalty 2645.412991 = -274950.107837
  nChanged 102
		SP:Iteration 7Q (19068.370000 sec): 3 clusters
  Score: Raw -277660.891702 + Penalty 2645.412991 = -275015.478711
  nChanged 104
		SP:Iteration 8Q (19068.550000 sec): 3 clusters
  Score: Raw -277718.231012 + Penalty 2645.412991 = -275072.818021
  nChanged 107
		SP:Iteration 9Q (19068.770000 sec): 3 clusters
  Score: Raw -277779.955932 + Penalty 2645.412991 = -275134.542941
  nChanged 95
		SP:Iteration 10Q (19068.950000 sec): 3 clusters
  Score: Raw -277827.840871 + Penalty 2645.412991 = -275182.427880
  nChanged 72
		SP:Iteration 11Q (19069.190000 sec): 3 clusters
  Score: Raw -277865.970652 + Penalty 2645.412991 = -275220.557661
  nChanged 77
		SP:Iteration 12Q (19069.370000 sec): 3 clusters
  Score: Raw -277908.365525 + Penalty 2645.412991 = -275262.952534
  nChanged 65
		SP:Iteration 13Q (19069.570000 sec): 3 clusters
  Score: Raw -277937.135338 + Penalty 2645.412991 = -275291.722347
  nChanged 48
		SP:Iteration 14Q (19069.810000 sec): 3 clusters
  Score: Raw -277961.143096 + Penalty 2645.412991 = -275315.730105
  nChanged 39
		SP:Iteration 15Q (19070.020000 sec): 3 clusters
  Score: Raw -277979.942054 + Penalty 2645.412991 = -275334.529064
  nChanged 45
		SP:Iteration 16Q (19070.180000 sec): 3 clusters
  Score: Raw -277998.029416 + Penalty 2645.412991 = -275352.616425
  nChanged 39
		SP:Iteration 17Q (19070.340000 sec): 3 clusters
  Score: Raw -278015.490849 + Penalty 2645.412991 = -275370.077858
  nChanged 38
		SP:Iteration 18Q (19070.540000 sec): 3 clusters
  Score: Raw -278031.192084 + Penalty 2645.412991 = -275385.779093
  nChanged 35
		SP:Iteration 19Q (19070.670000 sec): 3 clusters
  Score: Raw -278047.163653 + Penalty 2645.412991 = -275401.750662
  nChanged 30
		SP:Iteration 20F (19070.840000 sec): 3 clusters
  Score: Raw -278060.872247 + Penalty 2645.412991 = -275415.459256
  nChanged 31
		SP:Iteration 21Q (19070.990000 sec): 3 clusters
  Score: Raw -278074.831853 + Penalty 2645.412991 = -275429.418862
  nChanged 30
		SP:Iteration 22Q (19071.150000 sec): 3 clusters
  Score: Raw -278087.814320 + Penalty 2645.412991 = -275442.401329
  nChanged 27
		SP:Iteration 23Q (19071.320000 sec): 3 clusters
  Score: Raw -278099.636104 + Penalty 2645.412991 = -275454.223113
  nChanged 26
		SP:Iteration 24Q (19071.530000 sec): 3 clusters
  Score: Raw -278109.967915 + Penalty 2645.412991 = -275464.554925
  nChanged 21
		SP:Iteration 25Q (19071.700000 sec): 3 clusters
  Score: Raw -278119.609050 + Penalty 2645.412991 = -275474.196059
  nChanged 25
		SP:Iteration 26Q (19071.860000 sec): 3 clusters
  Score: Raw -278132.842717 + Penalty 2645.412991 = -275487.429726
  nChanged 26
		SP:Iteration 27Q (19072.060000 sec): 3 clusters
  Score: Raw -278144.088091 + Penalty 2645.412991 = -275498.675100
  nChanged 14
		SP:Iteration 28Q (19072.220000 sec): 3 clusters
  Score: Raw -278148.311145 + Penalty 2645.412991 = -275502.898154
  nChanged 10
		SP:Iteration 29Q (19072.400000 sec): 3 clusters
  Score: Raw -278153.959584 + Penalty 2645.412991 = -275508.546593
  nChanged 16
		SP:Iteration 30Q (19072.540000 sec): 3 clusters
  Score: Raw -278161.595666 + Penalty 2645.412991 = -275516.182675
  nChanged 9
		SP:Iteration 31Q (19072.680000 sec): 3 clusters
  Score: Raw -278164.407368 + Penalty 2645.412991 = -275518.994378
  nChanged 8
		SP:Iteration 32Q (19072.880000 sec): 3 clusters
  Score: Raw -278167.027440 + Penalty 2645.412991 = -275521.614449
  nChanged 8
		SP:Iteration 33Q (19073.020000 sec): 3 clusters
  Score: Raw -278170.114777 + Penalty 2645.412991 = -275524.701786
  nChanged 8
		SP:Iteration 34Q (19073.200000 sec): 3 clusters
  Score: Raw -278172.993742 + Penalty 2645.412991 = -275527.580751
  nChanged 6
		SP:Iteration 35Q (19073.400000 sec): 3 clusters
  Score: Raw -278175.423305 + Penalty 2645.412991 = -275530.010314
  nChanged 2
		SP:Iteration 36Q (19073.510000 sec): 3 clusters
  Score: Raw -278176.155103 + Penalty 2645.412991 = -275530.742113
  nChanged 1
		SP:Iteration 37Q (19073.700000 sec): 3 clusters
  Score: Raw -278176.788048 + Penalty 2645.412991 = -275531.375057
  nChanged 1
		SP:Iteration 38Q (19073.870000 sec): 3 clusters
  Score: Raw -278177.006152 + Penalty 2645.412991 = -275531.593161
  nChanged 1
		SP:Iteration 39Q (19074.070000 sec): 3 clusters
  Score: Raw -278177.260164 + Penalty 2645.412991 = -275531.847173
  nChanged 1
		SP:Iteration 40F (19074.200000 sec): 3 clusters
  Score: Raw -278177.828451 + Penalty 2645.412991 = -275532.415460
  nChanged 1
		SP:Iteration 41Q (19074.390000 sec): 3 clusters
  Score: Raw -278178.445409 + Penalty 2645.412991 = -275533.032418
  nChanged 3
		SP:Iteration 42Q (19074.570000 sec): 3 clusters
  Score: Raw -278179.797023 + Penalty 2645.412991 = -275534.384032
  nChanged 2
		SP:Iteration 43Q (19074.780000 sec): 3 clusters
  Score: Raw -278180.556395 + Penalty 2645.412991 = -275535.143404
  nChanged 4
		SP:Iteration 44Q (19074.960000 sec): 3 clusters
  Score: Raw -278182.155067 + Penalty 2645.412991 = -275536.742076
  nChanged 3
		SP:Iteration 45Q (19075.120000 sec): 3 clusters
  Score: Raw -278183.705277 + Penalty 2645.412991 = -275538.292286
  nChanged 2
		SP:Iteration 46Q (19075.300000 sec): 3 clusters
  Score: Raw -278184.437043 + Penalty 2645.412991 = -275539.024052
  nChanged 1
		SP:Iteration 47Q (19075.480000 sec): 3 clusters
  Score: Raw -278184.636864 + Penalty 2645.412991 = -275539.223873
  nChanged 0
		SP:Iteration 48F (19075.700000 sec): 3 clusters
  Score: Raw -278184.636864 + Penalty 2645.412991 = -275539.223873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 30 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19075.780000 sec): 2 clusters
  Score: Raw -47514.481226 + Penalty 1058.881375 = -46455.599851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19075.990000 sec): 3 clusters
  Score: Raw -47445.524683 + Penalty 2117.762750 = -45327.761934
  nChanged 191
		SP:Iteration 1F (19076.150000 sec): 3 clusters
  Score: Raw -47729.531319 + Penalty 2117.762750 = -45611.768569
  nChanged 57
		SP:Iteration 2F (19076.360000 sec): 3 clusters
  Score: Raw -47889.567585 + Penalty 2117.762750 = -45771.804835
  nChanged 44
		SP:Iteration 3F (19076.530000 sec): 3 clusters
  Score: Raw -47991.600813 + Penalty 2117.762750 = -45873.838063
  nChanged 19
		SP:Iteration 4Q (19076.770000 sec): 3 clusters
  Score: Raw -48020.943274 + Penalty 2117.762750 = -45903.180524
  nChanged 11
		SP:Iteration 5Q (19076.940000 sec): 3 clusters
  Score: Raw -48039.400657 + Penalty 2117.762750 = -45921.637907
  nChanged 12
		SP:Iteration 6Q (19077.080000 sec): 3 clusters
  Score: Raw -48069.612445 + Penalty 2117.762750 = -45951.849695
  nChanged 10
		SP:Iteration 7Q (19077.270000 sec): 3 clusters
  Score: Raw -48087.025280 + Penalty 2117.762750 = -45969.262531
  nChanged 4
		SP:Iteration 8Q (19077.480000 sec): 3 clusters
  Score: Raw -48096.260134 + Penalty 2117.762750 = -45978.497384
  nChanged 0
		SP:Iteration 9F (19077.670000 sec): 3 clusters
  Score: Raw -48096.260134 + Penalty 2117.762750 = -45978.497384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 31 (2261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19077.770000 sec): 2 clusters
  Score: Raw -172871.740301 + Penalty 1255.078902 = -171616.661399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19077.940000 sec): 3 clusters
  Score: Raw -171848.655346 + Penalty 2510.157803 = -169338.497543
  nChanged 864
		SP:Iteration 1F (19078.140000 sec): 3 clusters
  Score: Raw -172405.221602 + Penalty 2510.157803 = -169895.063798
  nChanged 155
		SP:Iteration 2F (19078.360000 sec): 3 clusters
  Score: Raw -172510.384054 + Penalty 2510.157803 = -170000.226251
  nChanged 100
		SP:Iteration 3Q (19078.560000 sec): 3 clusters
  Score: Raw -172588.458002 + Penalty 2510.157803 = -170078.300198
  nChanged 94
		SP:Iteration 4Q (19078.760000 sec): 3 clusters
  Score: Raw -172657.063857 + Penalty 2510.157803 = -170146.906053
  nChanged 75
		SP:Iteration 5Q (19078.890000 sec): 3 clusters
  Score: Raw -172708.855027 + Penalty 2510.157803 = -170198.697224
  nChanged 57
		SP:Iteration 6Q (19079.060000 sec): 3 clusters
  Score: Raw -172741.265180 + Penalty 2510.157803 = -170231.107377
  nChanged 59
		SP:Iteration 7Q (19079.250000 sec): 3 clusters
  Score: Raw -172773.189013 + Penalty 2510.157803 = -170263.031210
  nChanged 43
		SP:Iteration 8Q (19079.460000 sec): 3 clusters
  Score: Raw -172802.441037 + Penalty 2510.157803 = -170292.283234
  nChanged 44
		SP:Iteration 9Q (19079.670000 sec): 3 clusters
  Score: Raw -172824.699657 + Penalty 2510.157803 = -170314.541853
  nChanged 35
		SP:Iteration 10Q (19079.840000 sec): 3 clusters
  Score: Raw -172847.084249 + Penalty 2510.157803 = -170336.926446
  nChanged 33
		SP:Iteration 11Q (19080.050000 sec): 3 clusters
  Score: Raw -172866.497850 + Penalty 2510.157803 = -170356.340046
  nChanged 35
		SP:Iteration 12Q (19080.220000 sec): 3 clusters
  Score: Raw -172886.918248 + Penalty 2510.157803 = -170376.760444
  nChanged 33
		SP:Iteration 13Q (19080.380000 sec): 3 clusters
  Score: Raw -172916.933049 + Penalty 2510.157803 = -170406.775246
  nChanged 38
		SP:Iteration 14Q (19080.540000 sec): 3 clusters
  Score: Raw -172944.026559 + Penalty 2510.157803 = -170433.868755
  nChanged 38
		SP:Iteration 15Q (19080.680000 sec): 3 clusters
  Score: Raw -172968.382310 + Penalty 2510.157803 = -170458.224506
  nChanged 32
		SP:Iteration 16Q (19080.850000 sec): 3 clusters
  Score: Raw -172991.702430 + Penalty 2510.157803 = -170481.544627
  nChanged 31
		SP:Iteration 17Q (19081.020000 sec): 3 clusters
  Score: Raw -173011.621673 + Penalty 2510.157803 = -170501.463870
  nChanged 20
		SP:Iteration 18Q (19081.220000 sec): 3 clusters
  Score: Raw -173024.398599 + Penalty 2510.157803 = -170514.240796
  nChanged 16
		SP:Iteration 19Q (19081.400000 sec): 3 clusters
  Score: Raw -173033.106945 + Penalty 2510.157803 = -170522.949142
  nChanged 11
		SP:Iteration 20F (19081.630000 sec): 3 clusters
  Score: Raw -173039.528838 + Penalty 2510.157803 = -170529.371034
  nChanged 10
		SP:Iteration 21Q (19081.770000 sec): 3 clusters
  Score: Raw -173049.306570 + Penalty 2510.157803 = -170539.148767
  nChanged 15
		SP:Iteration 22Q (19081.970000 sec): 3 clusters
  Score: Raw -173057.496930 + Penalty 2510.157803 = -170547.339126
  nChanged 12
		SP:Iteration 23Q (19082.200000 sec): 3 clusters
  Score: Raw -173066.318566 + Penalty 2510.157803 = -170556.160762
  nChanged 16
		SP:Iteration 24Q (19082.410000 sec): 3 clusters
  Score: Raw -173077.801661 + Penalty 2510.157803 = -170567.643858
  nChanged 14
		SP:Iteration 25Q (19082.570000 sec): 3 clusters
  Score: Raw -173084.000308 + Penalty 2510.157803 = -170573.842504
  nChanged 8
		SP:Iteration 26Q (19082.800000 sec): 3 clusters
  Score: Raw -173088.713571 + Penalty 2510.157803 = -170578.555767
  nChanged 9
		SP:Iteration 27Q (19082.980000 sec): 3 clusters
  Score: Raw -173095.216561 + Penalty 2510.157803 = -170585.058758
  nChanged 11
		SP:Iteration 28Q (19083.170000 sec): 3 clusters
  Score: Raw -173102.398096 + Penalty 2510.157803 = -170592.240292
  nChanged 13
		SP:Iteration 29Q (19083.350000 sec): 3 clusters
  Score: Raw -173110.924131 + Penalty 2510.157803 = -170600.766328
  nChanged 11
		SP:Iteration 30Q (19083.520000 sec): 3 clusters
  Score: Raw -173116.518995 + Penalty 2510.157803 = -170606.361191
  nChanged 9
		SP:Iteration 31Q (19083.740000 sec): 3 clusters
  Score: Raw -173122.410912 + Penalty 2510.157803 = -170612.253108
  nChanged 10
		SP:Iteration 32Q (19083.940000 sec): 3 clusters
  Score: Raw -173128.286262 + Penalty 2510.157803 = -170618.128458
  nChanged 10
		SP:Iteration 33Q (19084.120000 sec): 3 clusters
  Score: Raw -173132.603240 + Penalty 2510.157803 = -170622.445436
  nChanged 5
		SP:Iteration 34Q (19084.320000 sec): 3 clusters
  Score: Raw -173134.849511 + Penalty 2510.157803 = -170624.691707
  nChanged 7
		SP:Iteration 35Q (19084.550000 sec): 3 clusters
  Score: Raw -173138.120801 + Penalty 2510.157803 = -170627.962998
  nChanged 3
		SP:Iteration 36Q (19084.730000 sec): 3 clusters
  Score: Raw -173139.087845 + Penalty 2510.157803 = -170628.930042
  nChanged 4
		SP:Iteration 37Q (19084.900000 sec): 3 clusters
  Score: Raw -173140.653348 + Penalty 2510.157803 = -170630.495545
  nChanged 0
		SP:Iteration 38F (19085.100000 sec): 3 clusters
  Score: Raw -173140.653348 + Penalty 2510.157803 = -170630.495545
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 32 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19085.200000 sec): 2 clusters
  Score: Raw -11355.724463 + Penalty 852.641412 = -10503.083051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19085.370000 sec): 3 clusters
  Score: Raw -11522.877753 + Penalty 1705.282823 = -9817.594929
  nChanged 22
		SP:Iteration 1F (19085.530000 sec): 3 clusters
  Score: Raw -11619.833718 + Penalty 1705.282823 = -9914.550894
  nChanged 5
		SP:Iteration 2Q (19085.690000 sec): 3 clusters
  Score: Raw -11662.725927 + Penalty 1705.282823 = -9957.443104
  nChanged 4
		SP:Iteration 3Q (19085.900000 sec): 3 clusters
  Score: Raw -11687.243106 + Penalty 1705.282823 = -9981.960283
  nChanged 4
		SP:Iteration 4Q (19086.100000 sec): 3 clusters
  Score: Raw -11709.322076 + Penalty 1705.282823 = -10004.039253
  nChanged 1
		SP:Iteration 5Q (19086.270000 sec): 3 clusters
  Score: Raw -11716.328490 + Penalty 1705.282823 = -10011.045667
  nChanged 1
		SP:Iteration 6Q (19086.510000 sec): 3 clusters
  Score: Raw -11727.406766 + Penalty 1705.282823 = -10022.123943
  nChanged 1
		SP:Iteration 7Q (19086.690000 sec): 3 clusters
  Score: Raw -11729.906360 + Penalty 1705.282823 = -10024.623536
  nChanged 0
		SP:Iteration 8F (19086.860000 sec): 3 clusters
  Score: Raw -11729.906360 + Penalty 1705.282823 = -10024.623536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 33 (2740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19086.920000 sec): 2 clusters
  Score: Raw -224870.309416 + Penalty 1286.303395 = -223584.006021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19087.140000 sec): 3 clusters
  Score: Raw -223599.976526 + Penalty 2572.606790 = -221027.369736
  nChanged 1026
		SP:Iteration 1F (19087.300000 sec): 3 clusters
  Score: Raw -224215.000665 + Penalty 2572.606790 = -221642.393876
  nChanged 207
		SP:Iteration 2F (19087.490000 sec): 3 clusters
  Score: Raw -224335.285960 + Penalty 2572.606790 = -221762.679171
  nChanged 134
		SP:Iteration 3Q (19087.660000 sec): 3 clusters
  Score: Raw -224407.944288 + Penalty 2572.606790 = -221835.337499
  nChanged 102
		SP:Iteration 4Q (19087.870000 sec): 3 clusters
  Score: Raw -224472.385414 + Penalty 2572.606790 = -221899.778624
  nChanged 101
		SP:Iteration 5Q (19088.030000 sec): 3 clusters
  Score: Raw -224531.517030 + Penalty 2572.606790 = -221958.910240
  nChanged 96
		SP:Iteration 6Q (19088.170000 sec): 3 clusters
  Score: Raw -224603.955524 + Penalty 2572.606790 = -222031.348734
  nChanged 99
		SP:Iteration 7Q (19088.320000 sec): 3 clusters
  Score: Raw -224679.544916 + Penalty 2572.606790 = -222106.938126
  nChanged 104
		SP:Iteration 8Q (19088.470000 sec): 3 clusters
  Score: Raw -224748.225587 + Penalty 2572.606790 = -222175.618797
  nChanged 84
		SP:Iteration 9Q (19088.650000 sec): 3 clusters
  Score: Raw -224803.472920 + Penalty 2572.606790 = -222230.866130
  nChanged 71
		SP:Iteration 10Q (19088.860000 sec): 3 clusters
  Score: Raw -224850.241679 + Penalty 2572.606790 = -222277.634889
  nChanged 57
		SP:Iteration 11Q (19089.100000 sec): 3 clusters
  Score: Raw -224894.419297 + Penalty 2572.606790 = -222321.812507
  nChanged 66
		SP:Iteration 12Q (19089.330000 sec): 3 clusters
  Score: Raw -224936.716071 + Penalty 2572.606790 = -222364.109281
  nChanged 57
		SP:Iteration 13Q (19089.470000 sec): 3 clusters
  Score: Raw -224976.240869 + Penalty 2572.606790 = -222403.634079
  nChanged 43
		SP:Iteration 14Q (19089.680000 sec): 3 clusters
  Score: Raw -225005.977001 + Penalty 2572.606790 = -222433.370212
  nChanged 31
		SP:Iteration 15Q (19089.880000 sec): 3 clusters
  Score: Raw -225028.007746 + Penalty 2572.606790 = -222455.400956
  nChanged 30
		SP:Iteration 16Q (19090.070000 sec): 3 clusters
  Score: Raw -225047.096722 + Penalty 2572.606790 = -222474.489932
  nChanged 27
		SP:Iteration 17Q (19090.220000 sec): 3 clusters
  Score: Raw -225061.938076 + Penalty 2572.606790 = -222489.331287
  nChanged 16
		SP:Iteration 18Q (19090.400000 sec): 3 clusters
  Score: Raw -225074.261987 + Penalty 2572.606790 = -222501.655197
  nChanged 16
		SP:Iteration 19Q (19090.550000 sec): 3 clusters
  Score: Raw -225085.285389 + Penalty 2572.606790 = -222512.678599
  nChanged 17
		SP:Iteration 20F (19090.720000 sec): 3 clusters
  Score: Raw -225095.664513 + Penalty 2572.606790 = -222523.057723
  nChanged 10
		SP:Iteration 21Q (19090.910000 sec): 3 clusters
  Score: Raw -225101.919750 + Penalty 2572.606790 = -222529.312960
  nChanged 8
		SP:Iteration 22Q (19091.080000 sec): 3 clusters
  Score: Raw -225104.633603 + Penalty 2572.606790 = -222532.026813
  nChanged 0
		SP:Iteration 23F (19091.260000 sec): 3 clusters
  Score: Raw -225104.633603 + Penalty 2572.606790 = -222532.026813
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 34 (1828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19091.380000 sec): 2 clusters
  Score: Raw -133037.769631 + Penalty 1220.533885 = -131817.235746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19091.510000 sec): 3 clusters
  Score: Raw -132271.434702 + Penalty 2441.067769 = -129830.366933
  nChanged 661
		SP:Iteration 1F (19091.680000 sec): 3 clusters
  Score: Raw -132762.123662 + Penalty 2441.067769 = -130321.055893
  nChanged 161
		SP:Iteration 2F (19091.840000 sec): 3 clusters
  Score: Raw -132935.103738 + Penalty 2441.067769 = -130494.035969
  nChanged 114
		SP:Iteration 3F (19092.010000 sec): 3 clusters
  Score: Raw -133049.191442 + Penalty 2441.067769 = -130608.123673
  nChanged 75
		SP:Iteration 4Q (19092.170000 sec): 3 clusters
  Score: Raw -133132.759394 + Penalty 2441.067769 = -130691.691625
  nChanged 80
		SP:Iteration 5Q (19092.310000 sec): 3 clusters
  Score: Raw -133206.834759 + Penalty 2441.067769 = -130765.766989
  nChanged 66
		SP:Iteration 6Q (19092.510000 sec): 3 clusters
  Score: Raw -133259.345525 + Penalty 2441.067769 = -130818.277756
  nChanged 63
		SP:Iteration 7Q (19092.720000 sec): 3 clusters
  Score: Raw -133307.475154 + Penalty 2441.067769 = -130866.407384
  nChanged 51
		SP:Iteration 8Q (19092.900000 sec): 3 clusters
  Score: Raw -133353.561732 + Penalty 2441.067769 = -130912.493962
  nChanged 54
		SP:Iteration 9Q (19093.100000 sec): 3 clusters
  Score: Raw -133400.799201 + Penalty 2441.067769 = -130959.731432
  nChanged 56
		SP:Iteration 10Q (19093.320000 sec): 3 clusters
  Score: Raw -133447.246260 + Penalty 2441.067769 = -131006.178490
  nChanged 39
		SP:Iteration 11Q (19093.540000 sec): 3 clusters
  Score: Raw -133485.063779 + Penalty 2441.067769 = -131043.996010
  nChanged 38
		SP:Iteration 12Q (19093.790000 sec): 3 clusters
  Score: Raw -133528.159258 + Penalty 2441.067769 = -131087.091488
  nChanged 26
		SP:Iteration 13Q (19094.040000 sec): 3 clusters
  Score: Raw -133554.931794 + Penalty 2441.067769 = -131113.864024
  nChanged 27
		SP:Iteration 14Q (19094.260000 sec): 3 clusters
  Score: Raw -133577.644027 + Penalty 2441.067769 = -131136.576257
  nChanged 20
		SP:Iteration 15Q (19094.490000 sec): 3 clusters
  Score: Raw -133590.586274 + Penalty 2441.067769 = -131149.518505
  nChanged 12
		SP:Iteration 16Q (19094.720000 sec): 3 clusters
  Score: Raw -133600.631340 + Penalty 2441.067769 = -131159.563571
  nChanged 9
		SP:Iteration 17Q (19094.960000 sec): 3 clusters
  Score: Raw -133607.801297 + Penalty 2441.067769 = -131166.733527
  nChanged 10
		SP:Iteration 18Q (19095.270000 sec): 3 clusters
  Score: Raw -133616.599247 + Penalty 2441.067769 = -131175.531478
  nChanged 8
		SP:Iteration 19Q (19095.430000 sec): 3 clusters
  Score: Raw -133621.679050 + Penalty 2441.067769 = -131180.611281
  nChanged 6
		SP:Iteration 20F (19095.620000 sec): 3 clusters
  Score: Raw -133630.219467 + Penalty 2441.067769 = -131189.151698
  nChanged 5
		SP:Iteration 21Q (19095.810000 sec): 3 clusters
  Score: Raw -133638.352563 + Penalty 2441.067769 = -131197.284794
  nChanged 2
		SP:Iteration 22Q (19095.990000 sec): 3 clusters
  Score: Raw -133639.798632 + Penalty 2441.067769 = -131198.730863
  nChanged 2
		SP:Iteration 23Q (19096.140000 sec): 3 clusters
  Score: Raw -133642.163299 + Penalty 2441.067769 = -131201.095530
  nChanged 1
		SP:Iteration 24Q (19096.320000 sec): 3 clusters
  Score: Raw -133643.155468 + Penalty 2441.067769 = -131202.087698
  nChanged 1
		SP:Iteration 25Q (19096.510000 sec): 3 clusters
  Score: Raw -133643.740151 + Penalty 2441.067769 = -131202.672381
  nChanged 0
		SP:Iteration 26F (19096.730000 sec): 3 clusters
  Score: Raw -133643.740151 + Penalty 2441.067769 = -131202.672381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 35 (1785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19096.810000 sec): 2 clusters
  Score: Raw -120765.574583 + Penalty 1216.665725 = -119548.908858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19096.970000 sec): 3 clusters
  Score: Raw -120031.872374 + Penalty 2433.331451 = -117598.540923
  nChanged 639
		SP:Iteration 1F (19097.140000 sec): 3 clusters
  Score: Raw -120532.042327 + Penalty 2433.331451 = -118098.710876
  nChanged 163
		SP:Iteration 2F (19097.320000 sec): 3 clusters
  Score: Raw -120684.277522 + Penalty 2433.331451 = -118250.946071
  nChanged 96
		SP:Iteration 3F (19097.540000 sec): 3 clusters
  Score: Raw -120760.058984 + Penalty 2433.331451 = -118326.727534
  nChanged 62
		SP:Iteration 4Q (19097.710000 sec): 3 clusters
  Score: Raw -120825.801446 + Penalty 2433.331451 = -118392.469995
  nChanged 57
		SP:Iteration 5Q (19097.920000 sec): 3 clusters
  Score: Raw -120869.985015 + Penalty 2433.331451 = -118436.653565
  nChanged 43
		SP:Iteration 6Q (19098.080000 sec): 3 clusters
  Score: Raw -120895.639457 + Penalty 2433.331451 = -118462.308006
  nChanged 25
		SP:Iteration 7Q (19098.300000 sec): 3 clusters
  Score: Raw -120909.263494 + Penalty 2433.331451 = -118475.932043
  nChanged 25
		SP:Iteration 8Q (19098.450000 sec): 3 clusters
  Score: Raw -120920.090630 + Penalty 2433.331451 = -118486.759179
  nChanged 21
		SP:Iteration 9Q (19098.680000 sec): 3 clusters
  Score: Raw -120931.020731 + Penalty 2433.331451 = -118497.689280
  nChanged 17
		SP:Iteration 10Q (19098.810000 sec): 3 clusters
  Score: Raw -120942.073785 + Penalty 2433.331451 = -118508.742335
  nChanged 14
		SP:Iteration 11Q (19098.960000 sec): 3 clusters
  Score: Raw -120952.172926 + Penalty 2433.331451 = -118518.841476
  nChanged 19
		SP:Iteration 12Q (19099.160000 sec): 3 clusters
  Score: Raw -120963.577152 + Penalty 2433.331451 = -118530.245701
  nChanged 13
		SP:Iteration 13Q (19099.360000 sec): 3 clusters
  Score: Raw -120972.650622 + Penalty 2433.331451 = -118539.319172
  nChanged 9
		SP:Iteration 14Q (19099.520000 sec): 3 clusters
  Score: Raw -120978.931883 + Penalty 2433.331451 = -118545.600432
  nChanged 8
		SP:Iteration 15Q (19099.660000 sec): 3 clusters
  Score: Raw -120984.031871 + Penalty 2433.331451 = -118550.700420
  nChanged 10
		SP:Iteration 16Q (19099.830000 sec): 3 clusters
  Score: Raw -120988.247144 + Penalty 2433.331451 = -118554.915694
  nChanged 7
		SP:Iteration 17Q (19100.060000 sec): 3 clusters
  Score: Raw -120991.801895 + Penalty 2433.331451 = -118558.470445
  nChanged 8
		SP:Iteration 18Q (19100.200000 sec): 3 clusters
  Score: Raw -120997.063651 + Penalty 2433.331451 = -118563.732201
  nChanged 15
		SP:Iteration 19Q (19100.360000 sec): 3 clusters
  Score: Raw -121006.363557 + Penalty 2433.331451 = -118573.032107
  nChanged 14
		SP:Iteration 20F (19100.560000 sec): 3 clusters
  Score: Raw -121013.773685 + Penalty 2433.331451 = -118580.442235
  nChanged 14
		SP:Iteration 21Q (19100.700000 sec): 3 clusters
  Score: Raw -121023.151828 + Penalty 2433.331451 = -118589.820377
  nChanged 13
		SP:Iteration 22Q (19100.880000 sec): 3 clusters
  Score: Raw -121032.657236 + Penalty 2433.331451 = -118599.325785
  nChanged 12
		SP:Iteration 23Q (19101.050000 sec): 3 clusters
  Score: Raw -121036.433043 + Penalty 2433.331451 = -118603.101592
  nChanged 8
		SP:Iteration 24Q (19101.230000 sec): 3 clusters
  Score: Raw -121039.640806 + Penalty 2433.331451 = -118606.309355
  nChanged 6
		SP:Iteration 25Q (19101.430000 sec): 3 clusters
  Score: Raw -121042.872282 + Penalty 2433.331451 = -118609.540832
  nChanged 5
		SP:Iteration 26Q (19101.650000 sec): 3 clusters
  Score: Raw -121048.341429 + Penalty 2433.331451 = -118615.009979
  nChanged 9
		SP:Iteration 27Q (19101.800000 sec): 3 clusters
  Score: Raw -121055.043900 + Penalty 2433.331451 = -118621.712450
  nChanged 10
		SP:Iteration 28Q (19102.040000 sec): 3 clusters
  Score: Raw -121061.254639 + Penalty 2433.331451 = -118627.923188
  nChanged 10
		SP:Iteration 29Q (19102.260000 sec): 3 clusters
  Score: Raw -121066.184194 + Penalty 2433.331451 = -118632.852743
  nChanged 11
		SP:Iteration 30Q (19102.440000 sec): 3 clusters
  Score: Raw -121070.828496 + Penalty 2433.331451 = -118637.497046
  nChanged 9
		SP:Iteration 31Q (19102.600000 sec): 3 clusters
  Score: Raw -121075.332756 + Penalty 2433.331451 = -118642.001305
  nChanged 11
		SP:Iteration 32Q (19102.780000 sec): 3 clusters
  Score: Raw -121081.231365 + Penalty 2433.331451 = -118647.899915
  nChanged 10
		SP:Iteration 33Q (19102.990000 sec): 3 clusters
  Score: Raw -121088.128502 + Penalty 2433.331451 = -118654.797051
  nChanged 9
		SP:Iteration 34Q (19103.200000 sec): 3 clusters
  Score: Raw -121095.474315 + Penalty 2433.331451 = -118662.142865
  nChanged 10
		SP:Iteration 35Q (19103.430000 sec): 3 clusters
  Score: Raw -121100.472580 + Penalty 2433.331451 = -118667.141130
  nChanged 7
		SP:Iteration 36Q (19103.610000 sec): 3 clusters
  Score: Raw -121105.227238 + Penalty 2433.331451 = -118671.895787
  nChanged 7
		SP:Iteration 37Q (19103.820000 sec): 3 clusters
  Score: Raw -121109.641332 + Penalty 2433.331451 = -118676.309881
  nChanged 8
		SP:Iteration 38Q (19104.030000 sec): 3 clusters
  Score: Raw -121113.655919 + Penalty 2433.331451 = -118680.324468
  nChanged 6
		SP:Iteration 39Q (19104.230000 sec): 3 clusters
  Score: Raw -121118.501563 + Penalty 2433.331451 = -118685.170113
  nChanged 9
		SP:Iteration 40F (19104.410000 sec): 3 clusters
  Score: Raw -121133.511667 + Penalty 2433.331451 = -118700.180216
  nChanged 14
		SP:Iteration 41Q (19104.610000 sec): 3 clusters
  Score: Raw -121152.856846 + Penalty 2433.331451 = -118719.525395
  nChanged 15
		SP:Iteration 42Q (19104.850000 sec): 3 clusters
  Score: Raw -121169.817759 + Penalty 2433.331451 = -118736.486308
  nChanged 12
		SP:Iteration 43Q (19105.000000 sec): 3 clusters
  Score: Raw -121177.247855 + Penalty 2433.331451 = -118743.916404
  nChanged 9
		SP:Iteration 44Q (19105.170000 sec): 3 clusters
  Score: Raw -121183.989594 + Penalty 2433.331451 = -118750.658143
  nChanged 8
		SP:Iteration 45Q (19105.380000 sec): 3 clusters
  Score: Raw -121191.618054 + Penalty 2433.331451 = -118758.286603
  nChanged 11
		SP:Iteration 46Q (19105.580000 sec): 3 clusters
  Score: Raw -121200.779349 + Penalty 2433.331451 = -118767.447899
  nChanged 17
		SP:Iteration 47Q (19105.760000 sec): 3 clusters
  Score: Raw -121214.406484 + Penalty 2433.331451 = -118781.075033
  nChanged 17
		SP:Iteration 48Q (19105.990000 sec): 3 clusters
  Score: Raw -121224.215209 + Penalty 2433.331451 = -118790.883758
  nChanged 12
		SP:Iteration 49Q (19106.160000 sec): 3 clusters
  Score: Raw -121233.666958 + Penalty 2433.331451 = -118800.335507
  nChanged 10
		SP:Iteration 50Q (19106.280000 sec): 3 clusters
  Score: Raw -121239.347251 + Penalty 2433.331451 = -118806.015800
  nChanged 6
		SP:Iteration 51Q (19106.460000 sec): 3 clusters
  Score: Raw -121241.519742 + Penalty 2433.331451 = -118808.188291
  nChanged 0
		SP:Iteration 52F (19106.660000 sec): 3 clusters
  Score: Raw -121241.519742 + Penalty 2433.331451 = -118808.188291
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 36 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19106.740000 sec): 2 clusters
  Score: Raw -111307.184852 + Penalty 1176.838383 = -110130.346469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19106.850000 sec): 3 clusters
  Score: Raw -110798.189879 + Penalty 2353.676767 = -108444.513112
  nChanged 453
		SP:Iteration 1F (19107.080000 sec): 3 clusters
  Score: Raw -111132.441228 + Penalty 2353.676767 = -108778.764461
  nChanged 107
		SP:Iteration 2F (19107.240000 sec): 3 clusters
  Score: Raw -111215.717050 + Penalty 2353.676767 = -108862.040283
  nChanged 58
		SP:Iteration 3Q (19107.420000 sec): 3 clusters
  Score: Raw -111257.147249 + Penalty 2353.676767 = -108903.470482
  nChanged 32
		SP:Iteration 4Q (19107.580000 sec): 3 clusters
  Score: Raw -111289.207067 + Penalty 2353.676767 = -108935.530301
  nChanged 30
		SP:Iteration 5Q (19107.810000 sec): 3 clusters
  Score: Raw -111318.025996 + Penalty 2353.676767 = -108964.349229
  nChanged 32
		SP:Iteration 6Q (19107.990000 sec): 3 clusters
  Score: Raw -111339.020743 + Penalty 2353.676767 = -108985.343976
  nChanged 24
		SP:Iteration 7Q (19108.170000 sec): 3 clusters
  Score: Raw -111353.493921 + Penalty 2353.676767 = -108999.817154
  nChanged 16
		SP:Iteration 8Q (19108.320000 sec): 3 clusters
  Score: Raw -111360.520704 + Penalty 2353.676767 = -109006.843937
  nChanged 11
		SP:Iteration 9Q (19108.500000 sec): 3 clusters
  Score: Raw -111365.254732 + Penalty 2353.676767 = -109011.577965
  nChanged 13
		SP:Iteration 10Q (19108.670000 sec): 3 clusters
  Score: Raw -111374.706159 + Penalty 2353.676767 = -109021.029393
  nChanged 10
		SP:Iteration 11Q (19108.860000 sec): 3 clusters
  Score: Raw -111382.611858 + Penalty 2353.676767 = -109028.935091
  nChanged 10
		SP:Iteration 12Q (19109.040000 sec): 3 clusters
  Score: Raw -111388.798479 + Penalty 2353.676767 = -109035.121712
  nChanged 8
		SP:Iteration 13Q (19109.230000 sec): 3 clusters
  Score: Raw -111394.590893 + Penalty 2353.676767 = -109040.914126
  nChanged 8
		SP:Iteration 14Q (19109.430000 sec): 3 clusters
  Score: Raw -111402.738552 + Penalty 2353.676767 = -109049.061785
  nChanged 9
		SP:Iteration 15Q (19109.610000 sec): 3 clusters
  Score: Raw -111407.892632 + Penalty 2353.676767 = -109054.215865
  nChanged 5
		SP:Iteration 16Q (19109.800000 sec): 3 clusters
  Score: Raw -111414.910107 + Penalty 2353.676767 = -109061.233340
  nChanged 9
		SP:Iteration 17Q (19109.990000 sec): 3 clusters
  Score: Raw -111420.319336 + Penalty 2353.676767 = -109066.642569
  nChanged 6
		SP:Iteration 18Q (19110.170000 sec): 3 clusters
  Score: Raw -111423.556579 + Penalty 2353.676767 = -109069.879812
  nChanged 7
		SP:Iteration 19Q (19110.410000 sec): 3 clusters
  Score: Raw -111427.853715 + Penalty 2353.676767 = -109074.176948
  nChanged 10
		SP:Iteration 20F (19110.580000 sec): 3 clusters
  Score: Raw -111431.211971 + Penalty 2353.676767 = -109077.535204
  nChanged 11
		SP:Iteration 21Q (19110.750000 sec): 3 clusters
  Score: Raw -111438.349470 + Penalty 2353.676767 = -109084.672704
  nChanged 8
		SP:Iteration 22Q (19110.930000 sec): 3 clusters
  Score: Raw -111443.139415 + Penalty 2353.676767 = -109089.462649
  nChanged 12
		SP:Iteration 23Q (19111.090000 sec): 3 clusters
  Score: Raw -111449.033596 + Penalty 2353.676767 = -109095.356829
  nChanged 15
		SP:Iteration 24Q (19111.270000 sec): 3 clusters
  Score: Raw -111457.473394 + Penalty 2353.676767 = -109103.796627
  nChanged 15
		SP:Iteration 25Q (19111.430000 sec): 3 clusters
  Score: Raw -111466.315387 + Penalty 2353.676767 = -109112.638621
  nChanged 13
		SP:Iteration 26Q (19111.590000 sec): 3 clusters
  Score: Raw -111471.929593 + Penalty 2353.676767 = -109118.252826
  nChanged 11
		SP:Iteration 27Q (19111.780000 sec): 3 clusters
  Score: Raw -111479.005128 + Penalty 2353.676767 = -109125.328361
  nChanged 8
		SP:Iteration 28Q (19111.910000 sec): 3 clusters
  Score: Raw -111483.777926 + Penalty 2353.676767 = -109130.101159
  nChanged 9
		SP:Iteration 29Q (19112.140000 sec): 3 clusters
  Score: Raw -111490.840950 + Penalty 2353.676767 = -109137.164183
  nChanged 7
		SP:Iteration 30Q (19112.300000 sec): 3 clusters
  Score: Raw -111496.353854 + Penalty 2353.676767 = -109142.677087
  nChanged 4
		SP:Iteration 31Q (19112.430000 sec): 3 clusters
  Score: Raw -111502.054680 + Penalty 2353.676767 = -109148.377913
  nChanged 10
		SP:Iteration 32Q (19112.550000 sec): 3 clusters
  Score: Raw -111507.654663 + Penalty 2353.676767 = -109153.977896
  nChanged 9
		SP:Iteration 33Q (19112.650000 sec): 3 clusters
  Score: Raw -111513.129853 + Penalty 2353.676767 = -109159.453086
  nChanged 10
		SP:Iteration 34Q (19112.770000 sec): 3 clusters
  Score: Raw -111519.135816 + Penalty 2353.676767 = -109165.459049
  nChanged 10
		SP:Iteration 35Q (19112.890000 sec): 3 clusters
  Score: Raw -111526.195873 + Penalty 2353.676767 = -109172.519106
  nChanged 7
		SP:Iteration 36Q (19113.020000 sec): 3 clusters
  Score: Raw -111528.845156 + Penalty 2353.676767 = -109175.168389
  nChanged 5
		SP:Iteration 37Q (19113.150000 sec): 3 clusters
  Score: Raw -111530.791019 + Penalty 2353.676767 = -109177.114252
  nChanged 3
		SP:Iteration 38Q (19113.270000 sec): 3 clusters
  Score: Raw -111531.751750 + Penalty 2353.676767 = -109178.074984
  nChanged 1
		SP:Iteration 39Q (19113.400000 sec): 3 clusters
  Score: Raw -111532.052856 + Penalty 2353.676767 = -109178.376089
  nChanged 1
		SP:Iteration 40F (19113.520000 sec): 3 clusters
  Score: Raw -111532.376687 + Penalty 2353.676767 = -109178.699920
  nChanged 2
		SP:Iteration 41Q (19113.650000 sec): 3 clusters
  Score: Raw -111533.321703 + Penalty 2353.676767 = -109179.644936
  nChanged 0
		SP:Iteration 42F (19113.770000 sec): 3 clusters
  Score: Raw -111533.321703 + Penalty 2353.676767 = -109179.644936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 37 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19113.840000 sec): 2 clusters
  Score: Raw -119430.215263 + Penalty 1185.446668 = -118244.768595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19113.990000 sec): 3 clusters
  Score: Raw -118875.787770 + Penalty 2370.893335 = -116504.894435
  nChanged 491
		SP:Iteration 1F (19114.120000 sec): 3 clusters
  Score: Raw -119223.416080 + Penalty 2370.893335 = -116852.522745
  nChanged 124
		SP:Iteration 2F (19114.240000 sec): 3 clusters
  Score: Raw -119338.403800 + Penalty 2370.893335 = -116967.510465
  nChanged 71
		SP:Iteration 3Q (19114.360000 sec): 3 clusters
  Score: Raw -119408.522613 + Penalty 2370.893335 = -117037.629277
  nChanged 55
		SP:Iteration 4Q (19114.470000 sec): 3 clusters
  Score: Raw -119457.989757 + Penalty 2370.893335 = -117087.096421
  nChanged 46
		SP:Iteration 5Q (19114.610000 sec): 3 clusters
  Score: Raw -119496.545827 + Penalty 2370.893335 = -117125.652491
  nChanged 33
		SP:Iteration 6Q (19114.730000 sec): 3 clusters
  Score: Raw -119519.224778 + Penalty 2370.893335 = -117148.331443
  nChanged 22
		SP:Iteration 7Q (19114.860000 sec): 3 clusters
  Score: Raw -119533.253159 + Penalty 2370.893335 = -117162.359823
  nChanged 21
		SP:Iteration 8Q (19114.990000 sec): 3 clusters
  Score: Raw -119543.741184 + Penalty 2370.893335 = -117172.847849
  nChanged 22
		SP:Iteration 9Q (19115.110000 sec): 3 clusters
  Score: Raw -119560.631320 + Penalty 2370.893335 = -117189.737985
  nChanged 30
		SP:Iteration 10Q (19115.240000 sec): 3 clusters
  Score: Raw -119586.275826 + Penalty 2370.893335 = -117215.382491
  nChanged 34
		SP:Iteration 11Q (19115.360000 sec): 3 clusters
  Score: Raw -119624.420259 + Penalty 2370.893335 = -117253.526924
  nChanged 45
		SP:Iteration 12Q (19115.490000 sec): 3 clusters
  Score: Raw -119683.474203 + Penalty 2370.893335 = -117312.580867
  nChanged 46
		SP:Iteration 13Q (19115.620000 sec): 3 clusters
  Score: Raw -119729.705463 + Penalty 2370.893335 = -117358.812128
  nChanged 32
		SP:Iteration 14Q (19115.750000 sec): 3 clusters
  Score: Raw -119764.057554 + Penalty 2370.893335 = -117393.164219
  nChanged 30
		SP:Iteration 15Q (19115.870000 sec): 3 clusters
  Score: Raw -119787.502645 + Penalty 2370.893335 = -117416.609310
  nChanged 22
		SP:Iteration 16Q (19116.000000 sec): 3 clusters
  Score: Raw -119807.987562 + Penalty 2370.893335 = -117437.094227
  nChanged 18
		SP:Iteration 17Q (19116.120000 sec): 3 clusters
  Score: Raw -119826.940188 + Penalty 2370.893335 = -117456.046853
  nChanged 22
		SP:Iteration 18Q (19116.250000 sec): 3 clusters
  Score: Raw -119845.726986 + Penalty 2370.893335 = -117474.833650
  nChanged 22
		SP:Iteration 19Q (19116.370000 sec): 3 clusters
  Score: Raw -119864.017703 + Penalty 2370.893335 = -117493.124368
  nChanged 15
		SP:Iteration 20F (19116.490000 sec): 3 clusters
  Score: Raw -119877.414853 + Penalty 2370.893335 = -117506.521518
  nChanged 14
		SP:Iteration 21Q (19116.620000 sec): 3 clusters
  Score: Raw -119888.144680 + Penalty 2370.893335 = -117517.251345
  nChanged 8
		SP:Iteration 22Q (19116.750000 sec): 3 clusters
  Score: Raw -119894.769497 + Penalty 2370.893335 = -117523.876162
  nChanged 11
		SP:Iteration 23Q (19116.870000 sec): 3 clusters
  Score: Raw -119904.746669 + Penalty 2370.893335 = -117533.853333
  nChanged 14
		SP:Iteration 24Q (19117.000000 sec): 3 clusters
  Score: Raw -119918.354320 + Penalty 2370.893335 = -117547.460985
  nChanged 11
		SP:Iteration 25Q (19117.130000 sec): 3 clusters
  Score: Raw -119927.397626 + Penalty 2370.893335 = -117556.504290
  nChanged 9
		SP:Iteration 26Q (19117.250000 sec): 3 clusters
  Score: Raw -119936.384398 + Penalty 2370.893335 = -117565.491063
  nChanged 12
		SP:Iteration 27Q (19117.370000 sec): 3 clusters
  Score: Raw -119947.695502 + Penalty 2370.893335 = -117576.802167
  nChanged 7
		SP:Iteration 28Q (19117.580000 sec): 3 clusters
  Score: Raw -119953.098156 + Penalty 2370.893335 = -117582.204821
  nChanged 7
		SP:Iteration 29Q (19117.780000 sec): 3 clusters
  Score: Raw -119960.027533 + Penalty 2370.893335 = -117589.134197
  nChanged 12
		SP:Iteration 30Q (19117.980000 sec): 3 clusters
  Score: Raw -119969.618080 + Penalty 2370.893335 = -117598.724744
  nChanged 11
		SP:Iteration 31Q (19118.150000 sec): 3 clusters
  Score: Raw -119976.520253 + Penalty 2370.893335 = -117605.626918
  nChanged 7
		SP:Iteration 32Q (19118.310000 sec): 3 clusters
  Score: Raw -119982.955974 + Penalty 2370.893335 = -117612.062638
  nChanged 7
		SP:Iteration 33Q (19118.540000 sec): 3 clusters
  Score: Raw -119988.955623 + Penalty 2370.893335 = -117618.062288
  nChanged 1
		SP:Iteration 34Q (19118.710000 sec): 3 clusters
  Score: Raw -119989.389759 + Penalty 2370.893335 = -117618.496423
  nChanged 3
		SP:Iteration 35Q (19118.910000 sec): 3 clusters
  Score: Raw -119992.008774 + Penalty 2370.893335 = -117621.115439
  nChanged 2
		SP:Iteration 36Q (19119.110000 sec): 3 clusters
  Score: Raw -119993.183447 + Penalty 2370.893335 = -117622.290111
  nChanged 2
		SP:Iteration 37Q (19119.360000 sec): 3 clusters
  Score: Raw -119994.919659 + Penalty 2370.893335 = -117624.026324
  nChanged 3
		SP:Iteration 38Q (19119.530000 sec): 3 clusters
  Score: Raw -119996.036685 + Penalty 2370.893335 = -117625.143350
  nChanged 2
		SP:Iteration 39Q (19119.700000 sec): 3 clusters
  Score: Raw -119999.568514 + Penalty 2370.893335 = -117628.675178
  nChanged 7
		SP:Iteration 40F (19119.860000 sec): 3 clusters
  Score: Raw -120006.108641 + Penalty 2370.893335 = -117635.215305
  nChanged 8
		SP:Iteration 41Q (19120.060000 sec): 3 clusters
  Score: Raw -120015.495123 + Penalty 2370.893335 = -117644.601787
  nChanged 8
		SP:Iteration 42Q (19120.220000 sec): 3 clusters
  Score: Raw -120021.757083 + Penalty 2370.893335 = -117650.863747
  nChanged 5
		SP:Iteration 43Q (19120.430000 sec): 3 clusters
  Score: Raw -120027.092919 + Penalty 2370.893335 = -117656.199583
  nChanged 12
		SP:Iteration 44Q (19120.610000 sec): 3 clusters
  Score: Raw -120036.553604 + Penalty 2370.893335 = -117665.660269
  nChanged 6
		SP:Iteration 45Q (19120.790000 sec): 3 clusters
  Score: Raw -120038.980920 + Penalty 2370.893335 = -117668.087584
  nChanged 2
		SP:Iteration 46Q (19120.970000 sec): 3 clusters
  Score: Raw -120040.952166 + Penalty 2370.893335 = -117670.058830
  nChanged 5
		SP:Iteration 47Q (19121.170000 sec): 3 clusters
  Score: Raw -120045.039363 + Penalty 2370.893335 = -117674.146028
  nChanged 2
		SP:Iteration 48Q (19121.370000 sec): 3 clusters
  Score: Raw -120046.361389 + Penalty 2370.893335 = -117675.468053
  nChanged 3
		SP:Iteration 49Q (19121.590000 sec): 3 clusters
  Score: Raw -120049.091552 + Penalty 2370.893335 = -117678.198217
  nChanged 5
		SP:Iteration 50Q (19121.760000 sec): 3 clusters
  Score: Raw -120054.104606 + Penalty 2370.893335 = -117683.211271
  nChanged 1
		SP:Iteration 51Q (19121.920000 sec): 3 clusters
  Score: Raw -120054.977651 + Penalty 2370.893335 = -117684.084316
  nChanged 3
		SP:Iteration 52Q (19122.030000 sec): 3 clusters
  Score: Raw -120055.740217 + Penalty 2370.893335 = -117684.846881
  nChanged 0
		SP:Iteration 53F (19122.240000 sec): 3 clusters
  Score: Raw -120055.740217 + Penalty 2370.893335 = -117684.846881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 38 (2072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19122.350000 sec): 2 clusters
  Score: Raw -163950.698496 + Penalty 1240.893811 = -162709.804685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19122.550000 sec): 3 clusters
  Score: Raw -163082.859871 + Penalty 2481.787621 = -160601.072250
  nChanged 741
		SP:Iteration 1F (19122.700000 sec): 3 clusters
  Score: Raw -163659.496820 + Penalty 2481.787621 = -161177.709199
  nChanged 193
		SP:Iteration 2F (19122.950000 sec): 3 clusters
  Score: Raw -163860.089279 + Penalty 2481.787621 = -161378.301658
  nChanged 153
		SP:Iteration 3F (19123.110000 sec): 3 clusters
  Score: Raw -164011.225611 + Penalty 2481.787621 = -161529.437990
  nChanged 92
		SP:Iteration 4Q (19123.270000 sec): 3 clusters
  Score: Raw -164115.854932 + Penalty 2481.787621 = -161634.067311
  nChanged 86
		SP:Iteration 5Q (19123.430000 sec): 3 clusters
  Score: Raw -164204.228931 + Penalty 2481.787621 = -161722.441310
  nChanged 73
		SP:Iteration 6Q (19123.600000 sec): 3 clusters
  Score: Raw -164283.409995 + Penalty 2481.787621 = -161801.622374
  nChanged 56
		SP:Iteration 7Q (19123.800000 sec): 3 clusters
  Score: Raw -164328.274917 + Penalty 2481.787621 = -161846.487296
  nChanged 46
		SP:Iteration 8Q (19123.950000 sec): 3 clusters
  Score: Raw -164377.993631 + Penalty 2481.787621 = -161896.206010
  nChanged 44
		SP:Iteration 9Q (19124.180000 sec): 3 clusters
  Score: Raw -164428.632861 + Penalty 2481.787621 = -161946.845240
  nChanged 43
		SP:Iteration 10Q (19124.330000 sec): 3 clusters
  Score: Raw -164477.533575 + Penalty 2481.787621 = -161995.745954
  nChanged 49
		SP:Iteration 11Q (19124.510000 sec): 3 clusters
  Score: Raw -164517.613220 + Penalty 2481.787621 = -162035.825599
  nChanged 38
		SP:Iteration 12Q (19124.680000 sec): 3 clusters
  Score: Raw -164554.178814 + Penalty 2481.787621 = -162072.391193
  nChanged 38
		SP:Iteration 13Q (19124.880000 sec): 3 clusters
  Score: Raw -164585.300627 + Penalty 2481.787621 = -162103.513006
  nChanged 34
		SP:Iteration 14Q (19125.070000 sec): 3 clusters
  Score: Raw -164616.074361 + Penalty 2481.787621 = -162134.286740
  nChanged 26
		SP:Iteration 15Q (19125.250000 sec): 3 clusters
  Score: Raw -164640.924288 + Penalty 2481.787621 = -162159.136667
  nChanged 17
		SP:Iteration 16Q (19125.430000 sec): 3 clusters
  Score: Raw -164651.291247 + Penalty 2481.787621 = -162169.503626
  nChanged 15
		SP:Iteration 17Q (19125.640000 sec): 3 clusters
  Score: Raw -164660.754634 + Penalty 2481.787621 = -162178.967013
  nChanged 17
		SP:Iteration 18Q (19125.810000 sec): 3 clusters
  Score: Raw -164671.041336 + Penalty 2481.787621 = -162189.253715
  nChanged 14
		SP:Iteration 19Q (19126.030000 sec): 3 clusters
  Score: Raw -164679.358350 + Penalty 2481.787621 = -162197.570729
  nChanged 12
		SP:Iteration 20F (19126.210000 sec): 3 clusters
  Score: Raw -164685.178139 + Penalty 2481.787621 = -162203.390518
  nChanged 8
		SP:Iteration 21Q (19126.420000 sec): 3 clusters
  Score: Raw -164689.530427 + Penalty 2481.787621 = -162207.742806
  nChanged 11
		SP:Iteration 22Q (19126.630000 sec): 3 clusters
  Score: Raw -164693.807351 + Penalty 2481.787621 = -162212.019730
  nChanged 4
		SP:Iteration 23Q (19126.820000 sec): 3 clusters
  Score: Raw -164695.814738 + Penalty 2481.787621 = -162214.027117
  nChanged 7
		SP:Iteration 24Q (19127.020000 sec): 3 clusters
  Score: Raw -164699.739278 + Penalty 2481.787621 = -162217.951657
  nChanged 5
		SP:Iteration 25Q (19127.210000 sec): 3 clusters
  Score: Raw -164701.764371 + Penalty 2481.787621 = -162219.976750
  nChanged 2
		SP:Iteration 26Q (19127.420000 sec): 3 clusters
  Score: Raw -164702.261706 + Penalty 2481.787621 = -162220.474085
  nChanged 0
		SP:Iteration 27F (19127.570000 sec): 3 clusters
  Score: Raw -164702.261706 + Penalty 2481.787621 = -162220.474085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 39 (1210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19127.700000 sec): 2 clusters
  Score: Raw -85775.567567 + Penalty 1153.486041 = -84622.081526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19127.910000 sec): 3 clusters
  Score: Raw -85354.549456 + Penalty 2306.972083 = -83047.577374
  nChanged 398
		SP:Iteration 1F (19128.110000 sec): 3 clusters
  Score: Raw -85770.361451 + Penalty 2306.972083 = -83463.389369
  nChanged 123
		SP:Iteration 2F (19128.350000 sec): 3 clusters
  Score: Raw -85930.976789 + Penalty 2306.972083 = -83624.004707
  nChanged 66
		SP:Iteration 3F (19128.530000 sec): 3 clusters
  Score: Raw -86013.360785 + Penalty 2306.972083 = -83706.388703
  nChanged 52
		SP:Iteration 4Q (19128.690000 sec): 3 clusters
  Score: Raw -86086.268315 + Penalty 2306.972083 = -83779.296233
  nChanged 44
		SP:Iteration 5Q (19128.890000 sec): 3 clusters
  Score: Raw -86146.345413 + Penalty 2306.972083 = -83839.373331
  nChanged 34
		SP:Iteration 6Q (19129.090000 sec): 3 clusters
  Score: Raw -86195.773083 + Penalty 2306.972083 = -83888.801000
  nChanged 31
		SP:Iteration 7Q (19129.270000 sec): 3 clusters
  Score: Raw -86221.173414 + Penalty 2306.972083 = -83914.201331
  nChanged 29
		SP:Iteration 8Q (19129.470000 sec): 3 clusters
  Score: Raw -86256.376630 + Penalty 2306.972083 = -83949.404547
  nChanged 32
		SP:Iteration 9Q (19129.670000 sec): 3 clusters
  Score: Raw -86300.005949 + Penalty 2306.972083 = -83993.033867
  nChanged 23
		SP:Iteration 10Q (19129.850000 sec): 3 clusters
  Score: Raw -86318.483522 + Penalty 2306.972083 = -84011.511440
  nChanged 13
		SP:Iteration 11Q (19130.060000 sec): 3 clusters
  Score: Raw -86335.155938 + Penalty 2306.972083 = -84028.183855
  nChanged 9
		SP:Iteration 12Q (19130.300000 sec): 3 clusters
  Score: Raw -86344.721854 + Penalty 2306.972083 = -84037.749772
  nChanged 6
		SP:Iteration 13Q (19130.450000 sec): 3 clusters
  Score: Raw -86349.364644 + Penalty 2306.972083 = -84042.392562
  nChanged 2
		SP:Iteration 14Q (19130.640000 sec): 3 clusters
  Score: Raw -86350.932260 + Penalty 2306.972083 = -84043.960178
  nChanged 1
		SP:Iteration 15Q (19130.830000 sec): 3 clusters
  Score: Raw -86352.104340 + Penalty 2306.972083 = -84045.132257
  nChanged 1
		SP:Iteration 16Q (19131.030000 sec): 3 clusters
  Score: Raw -86352.601729 + Penalty 2306.972083 = -84045.629647
  nChanged 3
		SP:Iteration 17Q (19131.240000 sec): 3 clusters
  Score: Raw -86355.877271 + Penalty 2306.972083 = -84048.905188
  nChanged 2
		SP:Iteration 18Q (19131.490000 sec): 3 clusters
  Score: Raw -86357.473119 + Penalty 2306.972083 = -84050.501036
  nChanged 2
		SP:Iteration 19Q (19131.590000 sec): 3 clusters
  Score: Raw -86360.227647 + Penalty 2306.972083 = -84053.255564
  nChanged 4
		SP:Iteration 20F (19131.800000 sec): 3 clusters
  Score: Raw -86367.382124 + Penalty 2306.972083 = -84060.410041
  nChanged 4
		SP:Iteration 21Q (19131.950000 sec): 3 clusters
  Score: Raw -86370.835863 + Penalty 2306.972083 = -84063.863781
  nChanged 2
		SP:Iteration 22Q (19132.110000 sec): 3 clusters
  Score: Raw -86372.856858 + Penalty 2306.972083 = -84065.884776
  nChanged 3
		SP:Iteration 23Q (19132.280000 sec): 3 clusters
  Score: Raw -86374.390706 + Penalty 2306.972083 = -84067.418624
  nChanged 1
		SP:Iteration 24Q (19132.510000 sec): 3 clusters
  Score: Raw -86375.358624 + Penalty 2306.972083 = -84068.386541
  nChanged 1
		SP:Iteration 25Q (19132.710000 sec): 3 clusters
  Score: Raw -86376.918031 + Penalty 2306.972083 = -84069.945949
  nChanged 2
		SP:Iteration 26Q (19132.910000 sec): 3 clusters
  Score: Raw -86378.123279 + Penalty 2306.972083 = -84071.151197
  nChanged 0
		SP:Iteration 27F (19133.030000 sec): 3 clusters
  Score: Raw -86378.123279 + Penalty 2306.972083 = -84071.151197
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 40 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19133.160000 sec): 2 clusters
  Score: Raw -184031.474886 + Penalty 1245.303746 = -182786.171141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19133.360000 sec): 3 clusters
  Score: Raw -183081.885617 + Penalty 2490.607491 = -180591.278126
  nChanged 764
		SP:Iteration 1F (19133.570000 sec): 3 clusters
  Score: Raw -183577.638214 + Penalty 2490.607491 = -181087.030723
  nChanged 183
		SP:Iteration 2F (19133.730000 sec): 3 clusters
  Score: Raw -183734.807254 + Penalty 2490.607491 = -181244.199763
  nChanged 134
		SP:Iteration 3F (19133.930000 sec): 3 clusters
  Score: Raw -183847.604641 + Penalty 2490.607491 = -181356.997150
  nChanged 98
		SP:Iteration 4Q (19134.170000 sec): 3 clusters
  Score: Raw -183936.746160 + Penalty 2490.607491 = -181446.138669
  nChanged 119
		SP:Iteration 5F (19134.310000 sec): 3 clusters
  Score: Raw -184077.552955 + Penalty 2490.607491 = -181586.945464
  nChanged 140
		SP:Iteration 6F (19134.530000 sec): 3 clusters
  Score: Raw -184258.667534 + Penalty 2490.607491 = -181768.060043
  nChanged 133
		SP:Iteration 7F (19134.730000 sec): 3 clusters
  Score: Raw -184469.880545 + Penalty 2490.607491 = -181979.273054
  nChanged 120
		SP:Iteration 8F (19134.920000 sec): 3 clusters
  Score: Raw -184629.135574 + Penalty 2490.607491 = -182138.528083
  nChanged 68
		SP:Iteration 9Q (19135.110000 sec): 3 clusters
  Score: Raw -184699.522424 + Penalty 2490.607491 = -182208.914933
  nChanged 51
		SP:Iteration 10Q (19135.340000 sec): 3 clusters
  Score: Raw -184739.688911 + Penalty 2490.607491 = -182249.081420
  nChanged 24
		SP:Iteration 11Q (19135.460000 sec): 3 clusters
  Score: Raw -184760.403735 + Penalty 2490.607491 = -182269.796244
  nChanged 19
		SP:Iteration 12Q (19135.670000 sec): 3 clusters
  Score: Raw -184776.587199 + Penalty 2490.607491 = -182285.979708
  nChanged 10
		SP:Iteration 13Q (19135.870000 sec): 3 clusters
  Score: Raw -184784.035437 + Penalty 2490.607491 = -182293.427946
  nChanged 9
		SP:Iteration 14Q (19136.030000 sec): 3 clusters
  Score: Raw -184793.450461 + Penalty 2490.607491 = -182302.842970
  nChanged 8
		SP:Iteration 15Q (19136.190000 sec): 3 clusters
  Score: Raw -184800.250763 + Penalty 2490.607491 = -182309.643271
  nChanged 13
		SP:Iteration 16Q (19136.320000 sec): 3 clusters
  Score: Raw -184809.789099 + Penalty 2490.607491 = -182319.181608
  nChanged 6
		SP:Iteration 17Q (19136.490000 sec): 3 clusters
  Score: Raw -184815.364175 + Penalty 2490.607491 = -182324.756684
  nChanged 4
		SP:Iteration 18Q (19136.670000 sec): 3 clusters
  Score: Raw -184817.982445 + Penalty 2490.607491 = -182327.374954
  nChanged 6
		SP:Iteration 19Q (19136.830000 sec): 3 clusters
  Score: Raw -184823.173345 + Penalty 2490.607491 = -182332.565854
  nChanged 4
		SP:Iteration 20F (19137.040000 sec): 3 clusters
  Score: Raw -184826.118428 + Penalty 2490.607491 = -182335.510937
  nChanged 2
		SP:Iteration 21Q (19137.220000 sec): 3 clusters
  Score: Raw -184827.246752 + Penalty 2490.607491 = -182336.639261
  nChanged 3
		SP:Iteration 22Q (19137.470000 sec): 3 clusters
  Score: Raw -184828.568489 + Penalty 2490.607491 = -182337.960998
  nChanged 0
		SP:Iteration 23F (19137.690000 sec): 3 clusters
  Score: Raw -184828.568489 + Penalty 2490.607491 = -182337.960998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 41 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19137.750000 sec): 2 clusters
  Score: Raw -9698.264828 + Penalty 819.556581 = -8878.708246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19137.990000 sec): 3 clusters
  Score: Raw -9891.549606 + Penalty 1639.113163 = -8252.436443
  nChanged 18
		SP:Iteration 1F (19138.140000 sec): 3 clusters
  Score: Raw -9955.155217 + Penalty 1639.113163 = -8316.042054
  nChanged 6
		SP:Iteration 2Q (19138.310000 sec): 3 clusters
  Score: Raw -9974.252648 + Penalty 1639.113163 = -8335.139485
  nChanged 3
		SP:Iteration 3Q (19138.570000 sec): 3 clusters
  Score: Raw -9983.757101 + Penalty 1639.113163 = -8344.643938
  nChanged 1
		SP:Iteration 4Q (19138.770000 sec): 3 clusters
  Score: Raw -9990.163820 + Penalty 1639.113163 = -8351.050657
  nChanged 3
		SP:Iteration 5Q (19138.930000 sec): 3 clusters
  Score: Raw -10008.788852 + Penalty 1639.113163 = -8369.675689
  nChanged 1
		SP:Iteration 6Q (19139.100000 sec): 3 clusters
  Score: Raw -10012.296026 + Penalty 1639.113163 = -8373.182863
  nChanged 0
		SP:Iteration 7F (19139.320000 sec): 3 clusters
  Score: Raw -10012.296026 + Penalty 1639.113163 = -8373.182863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 42 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19139.440000 sec): 2 clusters
  Score: Raw -180174.937657 + Penalty 1252.178334 = -178922.759323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19139.610000 sec): 3 clusters
  Score: Raw -179204.333793 + Penalty 2504.356668 = -176699.977125
  nChanged 784
		SP:Iteration 1F (19139.770000 sec): 3 clusters
  Score: Raw -179699.564953 + Penalty 2504.356668 = -177195.208285
  nChanged 186
		SP:Iteration 2F (19139.980000 sec): 3 clusters
  Score: Raw -179852.177096 + Penalty 2504.356668 = -177347.820428
  nChanged 128
		SP:Iteration 3F (19140.220000 sec): 3 clusters
  Score: Raw -179962.582194 + Penalty 2504.356668 = -177458.225526
  nChanged 111
		SP:Iteration 4Q (19140.440000 sec): 3 clusters
  Score: Raw -180051.867983 + Penalty 2504.356668 = -177547.511315
  nChanged 82
		SP:Iteration 5Q (19140.680000 sec): 3 clusters
  Score: Raw -180128.641250 + Penalty 2504.356668 = -177624.284582
  nChanged 84
		SP:Iteration 6Q (19140.860000 sec): 3 clusters
  Score: Raw -180188.326263 + Penalty 2504.356668 = -177683.969595
  nChanged 58
		SP:Iteration 7Q (19141.060000 sec): 3 clusters
  Score: Raw -180225.731406 + Penalty 2504.356668 = -177721.374738
  nChanged 46
		SP:Iteration 8Q (19141.240000 sec): 3 clusters
  Score: Raw -180261.066343 + Penalty 2504.356668 = -177756.709676
  nChanged 52
		SP:Iteration 9Q (19141.390000 sec): 3 clusters
  Score: Raw -180297.612935 + Penalty 2504.356668 = -177793.256268
  nChanged 44
		SP:Iteration 10Q (19141.580000 sec): 3 clusters
  Score: Raw -180327.386860 + Penalty 2504.356668 = -177823.030192
  nChanged 35
		SP:Iteration 11Q (19141.790000 sec): 3 clusters
  Score: Raw -180358.939075 + Penalty 2504.356668 = -177854.582407
  nChanged 43
		SP:Iteration 12Q (19141.940000 sec): 3 clusters
  Score: Raw -180390.139885 + Penalty 2504.356668 = -177885.783218
  nChanged 38
		SP:Iteration 13Q (19142.130000 sec): 3 clusters
  Score: Raw -180417.869834 + Penalty 2504.356668 = -177913.513166
  nChanged 28
		SP:Iteration 14Q (19142.290000 sec): 3 clusters
  Score: Raw -180435.782220 + Penalty 2504.356668 = -177931.425552
  nChanged 28
		SP:Iteration 15Q (19142.480000 sec): 3 clusters
  Score: Raw -180453.286827 + Penalty 2504.356668 = -177948.930159
  nChanged 21
		SP:Iteration 16Q (19142.630000 sec): 3 clusters
  Score: Raw -180464.006942 + Penalty 2504.356668 = -177959.650274
  nChanged 11
		SP:Iteration 17Q (19142.790000 sec): 3 clusters
  Score: Raw -180470.313517 + Penalty 2504.356668 = -177965.956850
  nChanged 17
		SP:Iteration 18Q (19142.910000 sec): 3 clusters
  Score: Raw -180482.051258 + Penalty 2504.356668 = -177977.694590
  nChanged 11
		SP:Iteration 19Q (19143.130000 sec): 3 clusters
  Score: Raw -180488.504840 + Penalty 2504.356668 = -177984.148172
  nChanged 9
		SP:Iteration 20F (19143.380000 sec): 3 clusters
  Score: Raw -180492.300315 + Penalty 2504.356668 = -177987.943648
  nChanged 6
		SP:Iteration 21Q (19143.550000 sec): 3 clusters
  Score: Raw -180495.941325 + Penalty 2504.356668 = -177991.584658
  nChanged 5
		SP:Iteration 22Q (19143.770000 sec): 3 clusters
  Score: Raw -180501.730245 + Penalty 2504.356668 = -177997.373577
  nChanged 7
		SP:Iteration 23Q (19143.950000 sec): 3 clusters
  Score: Raw -180505.384785 + Penalty 2504.356668 = -178001.028117
  nChanged 6
		SP:Iteration 24Q (19144.180000 sec): 3 clusters
  Score: Raw -180508.214969 + Penalty 2504.356668 = -178003.858302
  nChanged 3
		SP:Iteration 25Q (19144.410000 sec): 3 clusters
  Score: Raw -180509.101644 + Penalty 2504.356668 = -178004.744976
  nChanged 1
		SP:Iteration 26Q (19144.610000 sec): 3 clusters
  Score: Raw -180509.379565 + Penalty 2504.356668 = -178005.022897
  nChanged 2
		SP:Iteration 27Q (19144.860000 sec): 3 clusters
  Score: Raw -180510.484950 + Penalty 2504.356668 = -178006.128283
  nChanged 4
		SP:Iteration 28Q (19145.000000 sec): 3 clusters
  Score: Raw -180513.932442 + Penalty 2504.356668 = -178009.575775
  nChanged 6
		SP:Iteration 29Q (19145.160000 sec): 3 clusters
  Score: Raw -180518.943134 + Penalty 2504.356668 = -178014.586466
  nChanged 5
		SP:Iteration 30Q (19145.310000 sec): 3 clusters
  Score: Raw -180521.190068 + Penalty 2504.356668 = -178016.833400
  nChanged 9
		SP:Iteration 31Q (19145.430000 sec): 3 clusters
  Score: Raw -180527.100584 + Penalty 2504.356668 = -178022.743916
  nChanged 5
		SP:Iteration 32Q (19145.550000 sec): 3 clusters
  Score: Raw -180529.721674 + Penalty 2504.356668 = -178025.365006
  nChanged 4
		SP:Iteration 33Q (19145.730000 sec): 3 clusters
  Score: Raw -180531.202521 + Penalty 2504.356668 = -178026.845853
  nChanged 5
		SP:Iteration 34Q (19145.880000 sec): 3 clusters
  Score: Raw -180534.262132 + Penalty 2504.356668 = -178029.905464
  nChanged 5
		SP:Iteration 35Q (19146.060000 sec): 3 clusters
  Score: Raw -180535.953848 + Penalty 2504.356668 = -178031.597180
  nChanged 3
		SP:Iteration 36Q (19146.220000 sec): 3 clusters
  Score: Raw -180539.020293 + Penalty 2504.356668 = -178034.663625
  nChanged 5
		SP:Iteration 37Q (19146.340000 sec): 3 clusters
  Score: Raw -180541.270790 + Penalty 2504.356668 = -178036.914122
  nChanged 4
		SP:Iteration 38Q (19146.520000 sec): 3 clusters
  Score: Raw -180543.642383 + Penalty 2504.356668 = -178039.285715
  nChanged 6
		SP:Iteration 39Q (19146.750000 sec): 3 clusters
  Score: Raw -180546.247179 + Penalty 2504.356668 = -178041.890511
  nChanged 5
		SP:Iteration 40F (19146.930000 sec): 3 clusters
  Score: Raw -180548.563287 + Penalty 2504.356668 = -178044.206620
  nChanged 2
		SP:Iteration 41Q (19147.090000 sec): 3 clusters
  Score: Raw -180550.136704 + Penalty 2504.356668 = -178045.780036
  nChanged 5
		SP:Iteration 42Q (19147.250000 sec): 3 clusters
  Score: Raw -180553.390682 + Penalty 2504.356668 = -178049.034014
  nChanged 6
		SP:Iteration 43Q (19147.400000 sec): 3 clusters
  Score: Raw -180555.684366 + Penalty 2504.356668 = -178051.327698
  nChanged 5
		SP:Iteration 44Q (19147.570000 sec): 3 clusters
  Score: Raw -180558.079583 + Penalty 2504.356668 = -178053.722916
  nChanged 2
		SP:Iteration 45Q (19147.750000 sec): 3 clusters
  Score: Raw -180559.342412 + Penalty 2504.356668 = -178054.985744
  nChanged 5
		SP:Iteration 46Q (19147.940000 sec): 3 clusters
  Score: Raw -180561.903802 + Penalty 2504.356668 = -178057.547134
  nChanged 3
		SP:Iteration 47Q (19148.070000 sec): 3 clusters
  Score: Raw -180563.857088 + Penalty 2504.356668 = -178059.500420
  nChanged 3
		SP:Iteration 48Q (19148.270000 sec): 3 clusters
  Score: Raw -180566.550777 + Penalty 2504.356668 = -178062.194109
  nChanged 2
		SP:Iteration 49Q (19148.420000 sec): 3 clusters
  Score: Raw -180566.862474 + Penalty 2504.356668 = -178062.505806
  nChanged 0
		SP:Iteration 50F (19148.570000 sec): 3 clusters
  Score: Raw -180566.862474 + Penalty 2504.356668 = -178062.505806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 43 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19148.650000 sec): 2 clusters
  Score: Raw -44655.467945 + Penalty 1027.124848 = -43628.343097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19148.840000 sec): 3 clusters
  Score: Raw -44584.663319 + Penalty 2054.249696 = -42530.413624
  nChanged 136
		SP:Iteration 1F (19149.050000 sec): 3 clusters
  Score: Raw -44758.197696 + Penalty 2054.249696 = -42703.948000
  nChanged 43
		SP:Iteration 2F (19149.220000 sec): 3 clusters
  Score: Raw -44819.450762 + Penalty 2054.249696 = -42765.201066
  nChanged 16
		SP:Iteration 3Q (19149.420000 sec): 3 clusters
  Score: Raw -44843.007111 + Penalty 2054.249696 = -42788.757416
  nChanged 16
		SP:Iteration 4Q (19149.610000 sec): 3 clusters
  Score: Raw -44869.520640 + Penalty 2054.249696 = -42815.270944
  nChanged 12
		SP:Iteration 5Q (19149.730000 sec): 3 clusters
  Score: Raw -44888.178715 + Penalty 2054.249696 = -42833.929020
  nChanged 13
		SP:Iteration 6Q (19149.910000 sec): 3 clusters
  Score: Raw -44901.171438 + Penalty 2054.249696 = -42846.921743
  nChanged 10
		SP:Iteration 7Q (19150.090000 sec): 3 clusters
  Score: Raw -44914.136810 + Penalty 2054.249696 = -42859.887114
  nChanged 7
		SP:Iteration 8Q (19150.280000 sec): 3 clusters
  Score: Raw -44921.649744 + Penalty 2054.249696 = -42867.400048
  nChanged 9
		SP:Iteration 9Q (19150.460000 sec): 3 clusters
  Score: Raw -44930.213762 + Penalty 2054.249696 = -42875.964067
  nChanged 5
		SP:Iteration 10Q (19150.630000 sec): 3 clusters
  Score: Raw -44935.024352 + Penalty 2054.249696 = -42880.774657
  nChanged 2
		SP:Iteration 11Q (19150.810000 sec): 3 clusters
  Score: Raw -44940.511052 + Penalty 2054.249696 = -42886.261357
  nChanged 5
		SP:Iteration 12Q (19151.000000 sec): 3 clusters
  Score: Raw -44954.782269 + Penalty 2054.249696 = -42900.532573
  nChanged 8
		SP:Iteration 13Q (19151.220000 sec): 3 clusters
  Score: Raw -44968.337954 + Penalty 2054.249696 = -42914.088259
  nChanged 9
		SP:Iteration 14Q (19151.370000 sec): 3 clusters
  Score: Raw -44986.788481 + Penalty 2054.249696 = -42932.538785
  nChanged 5
		SP:Iteration 15Q (19151.530000 sec): 3 clusters
  Score: Raw -44991.006798 + Penalty 2054.249696 = -42936.757102
  nChanged 1
		SP:Iteration 16Q (19151.720000 sec): 3 clusters
  Score: Raw -44992.282614 + Penalty 2054.249696 = -42938.032919
  nChanged 0
		SP:Iteration 17F (19151.890000 sec): 3 clusters
  Score: Raw -44992.282614 + Penalty 2054.249696 = -42938.032919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 44 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19151.950000 sec): 2 clusters
  Score: Raw -43350.267260 + Penalty 1018.420089 = -42331.847171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19152.130000 sec): 3 clusters
  Score: Raw -43250.648049 + Penalty 2036.840178 = -41213.807870
  nChanged 111
		SP:Iteration 1F (19152.260000 sec): 3 clusters
  Score: Raw -43399.488547 + Penalty 2036.840178 = -41362.648369
  nChanged 24
		SP:Iteration 2Q (19152.430000 sec): 3 clusters
  Score: Raw -43442.682281 + Penalty 2036.840178 = -41405.842102
  nChanged 25
		SP:Iteration 3Q (19152.590000 sec): 3 clusters
  Score: Raw -43477.718905 + Penalty 2036.840178 = -41440.878727
  nChanged 11
		SP:Iteration 4Q (19152.750000 sec): 3 clusters
  Score: Raw -43492.935115 + Penalty 2036.840178 = -41456.094937
  nChanged 8
		SP:Iteration 5Q (19152.900000 sec): 3 clusters
  Score: Raw -43503.888815 + Penalty 2036.840178 = -41467.048636
  nChanged 13
		SP:Iteration 6Q (19153.060000 sec): 3 clusters
  Score: Raw -43522.356842 + Penalty 2036.840178 = -41485.516664
  nChanged 3
		SP:Iteration 7Q (19153.220000 sec): 3 clusters
  Score: Raw -43525.917172 + Penalty 2036.840178 = -41489.076994
  nChanged 2
		SP:Iteration 8Q (19153.370000 sec): 3 clusters
  Score: Raw -43528.293711 + Penalty 2036.840178 = -41491.453533
  nChanged 4
		SP:Iteration 9Q (19153.540000 sec): 3 clusters
  Score: Raw -43531.665037 + Penalty 2036.840178 = -41494.824859
  nChanged 2
		SP:Iteration 10Q (19153.730000 sec): 3 clusters
  Score: Raw -43534.514116 + Penalty 2036.840178 = -41497.673938
  nChanged 3
		SP:Iteration 11Q (19153.890000 sec): 3 clusters
  Score: Raw -43538.711390 + Penalty 2036.840178 = -41501.871212
  nChanged 2
		SP:Iteration 12Q (19154.070000 sec): 3 clusters
  Score: Raw -43541.646590 + Penalty 2036.840178 = -41504.806412
  nChanged 1
		SP:Iteration 13Q (19154.270000 sec): 3 clusters
  Score: Raw -43543.025051 + Penalty 2036.840178 = -41506.184872
  nChanged 0
		SP:Iteration 14F (19154.440000 sec): 3 clusters
  Score: Raw -43543.025051 + Penalty 2036.840178 = -41506.184872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 45 (3309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19154.580000 sec): 2 clusters
  Score: Raw -246713.534710 + Penalty 1316.965213 = -245396.569498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19154.770000 sec): 3 clusters
  Score: Raw -245131.790979 + Penalty 2633.930425 = -242497.860554
  nChanged 1266
		SP:Iteration 1F (19154.960000 sec): 3 clusters
  Score: Raw -246086.422633 + Penalty 2633.930425 = -243452.492208
  nChanged 310
		SP:Iteration 2F (19155.170000 sec): 3 clusters
  Score: Raw -246403.174952 + Penalty 2633.930425 = -243769.244527
  nChanged 215
		SP:Iteration 3F (19155.350000 sec): 3 clusters
  Score: Raw -246608.171039 + Penalty 2633.930425 = -243974.240614
  nChanged 178
		SP:Iteration 4F (19155.500000 sec): 3 clusters
  Score: Raw -246752.771274 + Penalty 2633.930425 = -244118.840849
  nChanged 138
		SP:Iteration 5Q (19155.700000 sec): 3 clusters
  Score: Raw -246859.014694 + Penalty 2633.930425 = -244225.084269
  nChanged 111
		SP:Iteration 6Q (19155.890000 sec): 3 clusters
  Score: Raw -246934.705926 + Penalty 2633.930425 = -244300.775501
  nChanged 84
		SP:Iteration 7Q (19156.100000 sec): 3 clusters
  Score: Raw -246990.434266 + Penalty 2633.930425 = -244356.503841
  nChanged 56
		SP:Iteration 8Q (19156.300000 sec): 3 clusters
  Score: Raw -247014.607752 + Penalty 2633.930425 = -244380.677327
  nChanged 40
		SP:Iteration 9Q (19156.490000 sec): 3 clusters
  Score: Raw -247035.293733 + Penalty 2633.930425 = -244401.363307
  nChanged 34
		SP:Iteration 10Q (19156.660000 sec): 3 clusters
  Score: Raw -247054.583523 + Penalty 2633.930425 = -244420.653098
  nChanged 33
		SP:Iteration 11Q (19156.830000 sec): 3 clusters
  Score: Raw -247069.629586 + Penalty 2633.930425 = -244435.699161
  nChanged 26
		SP:Iteration 12Q (19157.050000 sec): 3 clusters
  Score: Raw -247081.339026 + Penalty 2633.930425 = -244447.408601
  nChanged 20
		SP:Iteration 13Q (19157.180000 sec): 3 clusters
  Score: Raw -247088.555620 + Penalty 2633.930425 = -244454.625195
  nChanged 11
		SP:Iteration 14Q (19157.350000 sec): 3 clusters
  Score: Raw -247092.616951 + Penalty 2633.930425 = -244458.686526
  nChanged 8
		SP:Iteration 15Q (19157.510000 sec): 3 clusters
  Score: Raw -247096.791807 + Penalty 2633.930425 = -244462.861382
  nChanged 13
		SP:Iteration 16Q (19157.680000 sec): 3 clusters
  Score: Raw -247102.471689 + Penalty 2633.930425 = -244468.541264
  nChanged 9
		SP:Iteration 17Q (19157.850000 sec): 3 clusters
  Score: Raw -247106.861960 + Penalty 2633.930425 = -244472.931535
  nChanged 8
		SP:Iteration 18Q (19157.990000 sec): 3 clusters
  Score: Raw -247111.639257 + Penalty 2633.930425 = -244477.708832
  nChanged 13
		SP:Iteration 19Q (19158.190000 sec): 3 clusters
  Score: Raw -247116.139238 + Penalty 2633.930425 = -244482.208813
  nChanged 4
		SP:Iteration 20F (19158.370000 sec): 3 clusters
  Score: Raw -247117.472961 + Penalty 2633.930425 = -244483.542536
  nChanged 10
		SP:Iteration 21Q (19158.580000 sec): 3 clusters
  Score: Raw -247120.306925 + Penalty 2633.930425 = -244486.376500
  nChanged 3
		SP:Iteration 22Q (19158.710000 sec): 3 clusters
  Score: Raw -247120.823905 + Penalty 2633.930425 = -244486.893480
  nChanged 1
		SP:Iteration 23Q (19158.940000 sec): 3 clusters
  Score: Raw -247120.912236 + Penalty 2633.930425 = -244486.981811
  nChanged 0
		SP:Iteration 24F (19159.100000 sec): 3 clusters
  Score: Raw -247120.912236 + Penalty 2633.930425 = -244486.981811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 46 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19159.180000 sec): 2 clusters
  Score: Raw -34205.300775 + Penalty 1038.958498 = -33166.342277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19159.400000 sec): 3 clusters
  Score: Raw -34091.584975 + Penalty 2077.916995 = -32013.667980
  nChanged 161
		SP:Iteration 1F (19159.550000 sec): 3 clusters
  Score: Raw -34407.095181 + Penalty 2077.916995 = -32329.178186
  nChanged 66
		SP:Iteration 2F (19159.730000 sec): 3 clusters
  Score: Raw -34589.180613 + Penalty 2077.916995 = -32511.263618
  nChanged 31
		SP:Iteration 3F (19159.880000 sec): 3 clusters
  Score: Raw -34674.595798 + Penalty 2077.916995 = -32596.678803
  nChanged 21
		SP:Iteration 4Q (19160.040000 sec): 3 clusters
  Score: Raw -34738.324524 + Penalty 2077.916995 = -32660.407529
  nChanged 14
		SP:Iteration 5Q (19160.260000 sec): 3 clusters
  Score: Raw -34767.400923 + Penalty 2077.916995 = -32689.483928
  nChanged 7
		SP:Iteration 6Q (19160.400000 sec): 3 clusters
  Score: Raw -34778.496427 + Penalty 2077.916995 = -32700.579432
  nChanged 8
		SP:Iteration 7Q (19160.600000 sec): 3 clusters
  Score: Raw -34793.560202 + Penalty 2077.916995 = -32715.643207
  nChanged 10
		SP:Iteration 8Q (19160.820000 sec): 3 clusters
  Score: Raw -34823.157153 + Penalty 2077.916995 = -32745.240158
  nChanged 7
		SP:Iteration 9Q (19160.980000 sec): 3 clusters
  Score: Raw -34841.669043 + Penalty 2077.916995 = -32763.752047
  nChanged 7
		SP:Iteration 10Q (19161.160000 sec): 3 clusters
  Score: Raw -34853.544857 + Penalty 2077.916995 = -32775.627862
  nChanged 6
		SP:Iteration 11Q (19161.350000 sec): 3 clusters
  Score: Raw -34871.111028 + Penalty 2077.916995 = -32793.194033
  nChanged 7
		SP:Iteration 12Q (19161.530000 sec): 3 clusters
  Score: Raw -34884.597477 + Penalty 2077.916995 = -32806.680482
  nChanged 4
		SP:Iteration 13Q (19161.680000 sec): 3 clusters
  Score: Raw -34894.425660 + Penalty 2077.916995 = -32816.508665
  nChanged 1
		SP:Iteration 14Q (19161.900000 sec): 3 clusters
  Score: Raw -34895.439436 + Penalty 2077.916995 = -32817.522441
  nChanged 2
		SP:Iteration 15Q (19162.100000 sec): 3 clusters
  Score: Raw -34899.717844 + Penalty 2077.916995 = -32821.800849
  nChanged 4
		SP:Iteration 16Q (19162.280000 sec): 3 clusters
  Score: Raw -34903.797810 + Penalty 2077.916995 = -32825.880815
  nChanged 1
		SP:Iteration 17Q (19162.490000 sec): 3 clusters
  Score: Raw -34905.878499 + Penalty 2077.916995 = -32827.961504
  nChanged 2
		SP:Iteration 18Q (19162.630000 sec): 3 clusters
  Score: Raw -34910.238521 + Penalty 2077.916995 = -32832.321526
  nChanged 2
		SP:Iteration 19Q (19162.820000 sec): 3 clusters
  Score: Raw -34913.085054 + Penalty 2077.916995 = -32835.168058
  nChanged 0
		SP:Iteration 20F (19162.950000 sec): 3 clusters
  Score: Raw -34913.085054 + Penalty 2077.916995 = -32835.168058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 47 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19163.040000 sec): 2 clusters
  Score: Raw -138890.706926 + Penalty 1209.023836 = -137681.683090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19163.200000 sec): 3 clusters
  Score: Raw -138172.304479 + Penalty 2418.047671 = -135754.256808
  nChanged 603
		SP:Iteration 1F (19163.380000 sec): 3 clusters
  Score: Raw -138562.502197 + Penalty 2418.047671 = -136144.454526
  nChanged 137
		SP:Iteration 2F (19163.600000 sec): 3 clusters
  Score: Raw -138680.896798 + Penalty 2418.047671 = -136262.849127
  nChanged 83
		SP:Iteration 3Q (19163.850000 sec): 3 clusters
  Score: Raw -138740.348213 + Penalty 2418.047671 = -136322.300542
  nChanged 56
		SP:Iteration 4Q (19164.030000 sec): 3 clusters
  Score: Raw -138786.406619 + Penalty 2418.047671 = -136368.358948
  nChanged 45
		SP:Iteration 5Q (19164.210000 sec): 3 clusters
  Score: Raw -138823.346200 + Penalty 2418.047671 = -136405.298529
  nChanged 41
		SP:Iteration 6Q (19164.390000 sec): 3 clusters
  Score: Raw -138852.619369 + Penalty 2418.047671 = -136434.571698
  nChanged 38
		SP:Iteration 7Q (19164.590000 sec): 3 clusters
  Score: Raw -138881.810759 + Penalty 2418.047671 = -136463.763087
  nChanged 37
		SP:Iteration 8Q (19164.760000 sec): 3 clusters
  Score: Raw -138908.746701 + Penalty 2418.047671 = -136490.699030
  nChanged 32
		SP:Iteration 9Q (19164.940000 sec): 3 clusters
  Score: Raw -138929.630247 + Penalty 2418.047671 = -136511.582575
  nChanged 31
		SP:Iteration 10Q (19165.090000 sec): 3 clusters
  Score: Raw -138953.994888 + Penalty 2418.047671 = -136535.947217
  nChanged 29
		SP:Iteration 11Q (19165.270000 sec): 3 clusters
  Score: Raw -138973.309747 + Penalty 2418.047671 = -136555.262075
  nChanged 30
		SP:Iteration 12Q (19165.400000 sec): 3 clusters
  Score: Raw -138997.755340 + Penalty 2418.047671 = -136579.707669
  nChanged 24
		SP:Iteration 13Q (19165.580000 sec): 3 clusters
  Score: Raw -139017.482177 + Penalty 2418.047671 = -136599.434506
  nChanged 24
		SP:Iteration 14Q (19165.800000 sec): 3 clusters
  Score: Raw -139036.443898 + Penalty 2418.047671 = -136618.396227
  nChanged 29
		SP:Iteration 15Q (19165.980000 sec): 3 clusters
  Score: Raw -139059.597670 + Penalty 2418.047671 = -136641.549999
  nChanged 16
		SP:Iteration 16Q (19166.150000 sec): 3 clusters
  Score: Raw -139073.893858 + Penalty 2418.047671 = -136655.846187
  nChanged 17
		SP:Iteration 17Q (19166.320000 sec): 3 clusters
  Score: Raw -139090.524606 + Penalty 2418.047671 = -136672.476935
  nChanged 19
		SP:Iteration 18Q (19166.520000 sec): 3 clusters
  Score: Raw -139110.968634 + Penalty 2418.047671 = -136692.920963
  nChanged 19
		SP:Iteration 19Q (19166.700000 sec): 3 clusters
  Score: Raw -139143.613973 + Penalty 2418.047671 = -136725.566302
  nChanged 23
		SP:Iteration 20F (19166.890000 sec): 3 clusters
  Score: Raw -139171.027581 + Penalty 2418.047671 = -136752.979910
  nChanged 21
		SP:Iteration 21Q (19167.090000 sec): 3 clusters
  Score: Raw -139186.192065 + Penalty 2418.047671 = -136768.144393
  nChanged 14
		SP:Iteration 22Q (19167.310000 sec): 3 clusters
  Score: Raw -139199.981750 + Penalty 2418.047671 = -136781.934079
  nChanged 12
		SP:Iteration 23Q (19167.490000 sec): 3 clusters
  Score: Raw -139212.241956 + Penalty 2418.047671 = -136794.194285
  nChanged 14
		SP:Iteration 24Q (19167.630000 sec): 3 clusters
  Score: Raw -139224.082078 + Penalty 2418.047671 = -136806.034407
  nChanged 13
		SP:Iteration 25Q (19167.770000 sec): 3 clusters
  Score: Raw -139234.240233 + Penalty 2418.047671 = -136816.192562
  nChanged 10
		SP:Iteration 26Q (19167.960000 sec): 3 clusters
  Score: Raw -139239.728836 + Penalty 2418.047671 = -136821.681165
  nChanged 7
		SP:Iteration 27Q (19168.100000 sec): 3 clusters
  Score: Raw -139244.262449 + Penalty 2418.047671 = -136826.214778
  nChanged 5
		SP:Iteration 28Q (19168.250000 sec): 3 clusters
  Score: Raw -139249.427129 + Penalty 2418.047671 = -136831.379457
  nChanged 2
		SP:Iteration 29Q (19168.420000 sec): 3 clusters
  Score: Raw -139250.682296 + Penalty 2418.047671 = -136832.634624
  nChanged 3
		SP:Iteration 30Q (19168.600000 sec): 3 clusters
  Score: Raw -139253.283500 + Penalty 2418.047671 = -136835.235829
  nChanged 2
		SP:Iteration 31Q (19168.770000 sec): 3 clusters
  Score: Raw -139254.930818 + Penalty 2418.047671 = -136836.883147
  nChanged 1
		SP:Iteration 32Q (19168.900000 sec): 3 clusters
  Score: Raw -139255.596575 + Penalty 2418.047671 = -136837.548904
  nChanged 1
		SP:Iteration 33Q (19169.050000 sec): 3 clusters
  Score: Raw -139256.838165 + Penalty 2418.047671 = -136838.790494
  nChanged 1
		SP:Iteration 34Q (19169.210000 sec): 3 clusters
  Score: Raw -139257.542416 + Penalty 2418.047671 = -136839.494745
  nChanged 0
		SP:Iteration 35F (19169.360000 sec): 3 clusters
  Score: Raw -139257.542416 + Penalty 2418.047671 = -136839.494745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 48 (1997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19169.460000 sec): 2 clusters
  Score: Raw -154673.739328 + Penalty 1234.902717 = -153438.836612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19169.620000 sec): 3 clusters
  Score: Raw -153802.289541 + Penalty 2469.805433 = -151332.484108
  nChanged 697
		SP:Iteration 1F (19169.800000 sec): 3 clusters
  Score: Raw -154279.362989 + Penalty 2469.805433 = -151809.557556
  nChanged 171
		SP:Iteration 2F (19169.960000 sec): 3 clusters
  Score: Raw -154407.658656 + Penalty 2469.805433 = -151937.853223
  nChanged 123
		SP:Iteration 3F (19170.200000 sec): 3 clusters
  Score: Raw -154501.254590 + Penalty 2469.805433 = -152031.449157
  nChanged 78
		SP:Iteration 4Q (19170.390000 sec): 3 clusters
  Score: Raw -154558.872003 + Penalty 2469.805433 = -152089.066570
  nChanged 61
		SP:Iteration 5Q (19170.560000 sec): 3 clusters
  Score: Raw -154599.728810 + Penalty 2469.805433 = -152129.923377
  nChanged 66
		SP:Iteration 6Q (19170.770000 sec): 3 clusters
  Score: Raw -154645.123986 + Penalty 2469.805433 = -152175.318552
  nChanged 54
		SP:Iteration 7Q (19170.940000 sec): 3 clusters
  Score: Raw -154677.880124 + Penalty 2469.805433 = -152208.074691
  nChanged 34
		SP:Iteration 8Q (19171.080000 sec): 3 clusters
  Score: Raw -154699.762185 + Penalty 2469.805433 = -152229.956752
  nChanged 42
		SP:Iteration 9Q (19171.270000 sec): 3 clusters
  Score: Raw -154724.704781 + Penalty 2469.805433 = -152254.899347
  nChanged 36
		SP:Iteration 10Q (19171.420000 sec): 3 clusters
  Score: Raw -154748.800220 + Penalty 2469.805433 = -152278.994787
  nChanged 28
		SP:Iteration 11Q (19171.630000 sec): 3 clusters
  Score: Raw -154765.094290 + Penalty 2469.805433 = -152295.288857
  nChanged 31
		SP:Iteration 12Q (19171.790000 sec): 3 clusters
  Score: Raw -154783.516036 + Penalty 2469.805433 = -152313.710603
  nChanged 28
		SP:Iteration 13Q (19171.990000 sec): 3 clusters
  Score: Raw -154796.377456 + Penalty 2469.805433 = -152326.572023
  nChanged 24
		SP:Iteration 14Q (19172.140000 sec): 3 clusters
  Score: Raw -154806.927021 + Penalty 2469.805433 = -152337.121588
  nChanged 19
		SP:Iteration 15Q (19172.320000 sec): 3 clusters
  Score: Raw -154814.726731 + Penalty 2469.805433 = -152344.921298
  nChanged 17
		SP:Iteration 16Q (19172.500000 sec): 3 clusters
  Score: Raw -154824.554304 + Penalty 2469.805433 = -152354.748871
  nChanged 14
		SP:Iteration 17Q (19172.650000 sec): 3 clusters
  Score: Raw -154830.819733 + Penalty 2469.805433 = -152361.014300
  nChanged 11
		SP:Iteration 18Q (19172.830000 sec): 3 clusters
  Score: Raw -154837.725389 + Penalty 2469.805433 = -152367.919956
  nChanged 17
		SP:Iteration 19Q (19172.970000 sec): 3 clusters
  Score: Raw -154845.330882 + Penalty 2469.805433 = -152375.525448
  nChanged 14
		SP:Iteration 20F (19173.180000 sec): 3 clusters
  Score: Raw -154852.290093 + Penalty 2469.805433 = -152382.484660
  nChanged 11
		SP:Iteration 21Q (19173.310000 sec): 3 clusters
  Score: Raw -154859.468321 + Penalty 2469.805433 = -152389.662888
  nChanged 14
		SP:Iteration 22Q (19173.490000 sec): 3 clusters
  Score: Raw -154866.757328 + Penalty 2469.805433 = -152396.951895
  nChanged 8
		SP:Iteration 23Q (19173.670000 sec): 3 clusters
  Score: Raw -154874.303674 + Penalty 2469.805433 = -152404.498241
  nChanged 7
		SP:Iteration 24Q (19173.880000 sec): 3 clusters
  Score: Raw -154878.711941 + Penalty 2469.805433 = -152408.906508
  nChanged 8
		SP:Iteration 25Q (19174.020000 sec): 3 clusters
  Score: Raw -154881.773614 + Penalty 2469.805433 = -152411.968181
  nChanged 7
		SP:Iteration 26Q (19174.200000 sec): 3 clusters
  Score: Raw -154886.519616 + Penalty 2469.805433 = -152416.714182
  nChanged 10
		SP:Iteration 27Q (19174.390000 sec): 3 clusters
  Score: Raw -154891.733652 + Penalty 2469.805433 = -152421.928219
  nChanged 8
		SP:Iteration 28Q (19174.560000 sec): 3 clusters
  Score: Raw -154895.644693 + Penalty 2469.805433 = -152425.839260
  nChanged 4
		SP:Iteration 29Q (19174.740000 sec): 3 clusters
  Score: Raw -154898.150100 + Penalty 2469.805433 = -152428.344666
  nChanged 6
		SP:Iteration 30Q (19174.960000 sec): 3 clusters
  Score: Raw -154900.140277 + Penalty 2469.805433 = -152430.334843
  nChanged 7
		SP:Iteration 31Q (19175.120000 sec): 3 clusters
  Score: Raw -154906.116958 + Penalty 2469.805433 = -152436.311525
  nChanged 10
		SP:Iteration 32Q (19175.320000 sec): 3 clusters
  Score: Raw -154911.971419 + Penalty 2469.805433 = -152442.165985
  nChanged 12
		SP:Iteration 33Q (19175.470000 sec): 3 clusters
  Score: Raw -154918.114175 + Penalty 2469.805433 = -152448.308741
  nChanged 9
		SP:Iteration 34Q (19175.660000 sec): 3 clusters
  Score: Raw -154922.277418 + Penalty 2469.805433 = -152452.471984
  nChanged 5
		SP:Iteration 35Q (19175.810000 sec): 3 clusters
  Score: Raw -154924.554978 + Penalty 2469.805433 = -152454.749545
  nChanged 8
		SP:Iteration 36Q (19176.000000 sec): 3 clusters
  Score: Raw -154928.694718 + Penalty 2469.805433 = -152458.889285
  nChanged 8
		SP:Iteration 37Q (19176.140000 sec): 3 clusters
  Score: Raw -154935.217657 + Penalty 2469.805433 = -152465.412224
  nChanged 3
		SP:Iteration 38Q (19176.290000 sec): 3 clusters
  Score: Raw -154938.417547 + Penalty 2469.805433 = -152468.612114
  nChanged 6
		SP:Iteration 39Q (19176.500000 sec): 3 clusters
  Score: Raw -154940.940443 + Penalty 2469.805433 = -152471.135010
  nChanged 2
		SP:Iteration 40F (19176.720000 sec): 3 clusters
  Score: Raw -154942.194827 + Penalty 2469.805433 = -152472.389394
  nChanged 3
		SP:Iteration 41Q (19176.870000 sec): 3 clusters
  Score: Raw -154943.439017 + Penalty 2469.805433 = -152473.633583
  nChanged 2
		SP:Iteration 42Q (19177.050000 sec): 3 clusters
  Score: Raw -154944.217638 + Penalty 2469.805433 = -152474.412205
  nChanged 2
		SP:Iteration 43Q (19177.230000 sec): 3 clusters
  Score: Raw -154945.447141 + Penalty 2469.805433 = -152475.641708
  nChanged 3
		SP:Iteration 44Q (19177.420000 sec): 3 clusters
  Score: Raw -154946.906665 + Penalty 2469.805433 = -152477.101232
  nChanged 1
		SP:Iteration 45Q (19177.620000 sec): 3 clusters
  Score: Raw -154947.127439 + Penalty 2469.805433 = -152477.322005
  nChanged 1
		SP:Iteration 46Q (19177.760000 sec): 3 clusters
  Score: Raw -154947.566899 + Penalty 2469.805433 = -152477.761466
  nChanged 1
		SP:Iteration 47Q (19177.950000 sec): 3 clusters
  Score: Raw -154947.956624 + Penalty 2469.805433 = -152478.151191
  nChanged 2
		SP:Iteration 48Q (19178.140000 sec): 3 clusters
  Score: Raw -154948.712443 + Penalty 2469.805433 = -152478.907010
  nChanged 3
		SP:Iteration 49Q (19178.310000 sec): 3 clusters
  Score: Raw -154950.146487 + Penalty 2469.805433 = -152480.341054
  nChanged 1
		SP:Iteration 50Q (19178.450000 sec): 3 clusters
  Score: Raw -154950.439195 + Penalty 2469.805433 = -152480.633762
  nChanged 1
		SP:Iteration 51Q (19178.640000 sec): 3 clusters
  Score: Raw -154950.695406 + Penalty 2469.805433 = -152480.889972
  nChanged 0
		SP:Iteration 52F (19178.820000 sec): 3 clusters
  Score: Raw -154950.695406 + Penalty 2469.805433 = -152480.889972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 49 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19178.890000 sec): 2 clusters
  Score: Raw -80825.629042 + Penalty 1144.513486 = -79681.115555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19179.030000 sec): 3 clusters
  Score: Raw -80433.302647 + Penalty 2289.026973 = -78144.275674
  nChanged 359
		SP:Iteration 1F (19179.220000 sec): 3 clusters
  Score: Raw -80762.254426 + Penalty 2289.026973 = -78473.227453
  nChanged 94
		SP:Iteration 2F (19179.370000 sec): 3 clusters
  Score: Raw -80853.713917 + Penalty 2289.026973 = -78564.686944
  nChanged 54
		SP:Iteration 3Q (19179.530000 sec): 3 clusters
  Score: Raw -80900.395127 + Penalty 2289.026973 = -78611.368154
  nChanged 33
		SP:Iteration 4Q (19179.700000 sec): 3 clusters
  Score: Raw -80930.483958 + Penalty 2289.026973 = -78641.456985
  nChanged 21
		SP:Iteration 5Q (19179.850000 sec): 3 clusters
  Score: Raw -80958.997180 + Penalty 2289.026973 = -78669.970207
  nChanged 18
		SP:Iteration 6Q (19180.060000 sec): 3 clusters
  Score: Raw -80975.556596 + Penalty 2289.026973 = -78686.529623
  nChanged 12
		SP:Iteration 7Q (19180.210000 sec): 3 clusters
  Score: Raw -80986.322275 + Penalty 2289.026973 = -78697.295303
  nChanged 10
		SP:Iteration 8Q (19180.390000 sec): 3 clusters
  Score: Raw -81000.428855 + Penalty 2289.026973 = -78711.401883
  nChanged 18
		SP:Iteration 9Q (19180.590000 sec): 3 clusters
  Score: Raw -81017.047275 + Penalty 2289.026973 = -78728.020303
  nChanged 17
		SP:Iteration 10Q (19180.740000 sec): 3 clusters
  Score: Raw -81037.317225 + Penalty 2289.026973 = -78748.290252
  nChanged 15
		SP:Iteration 11Q (19180.890000 sec): 3 clusters
  Score: Raw -81047.428859 + Penalty 2289.026973 = -78758.401886
  nChanged 7
		SP:Iteration 12Q (19181.090000 sec): 3 clusters
  Score: Raw -81055.495752 + Penalty 2289.026973 = -78766.468780
  nChanged 8
		SP:Iteration 13Q (19181.260000 sec): 3 clusters
  Score: Raw -81061.635191 + Penalty 2289.026973 = -78772.608219
  nChanged 5
		SP:Iteration 14Q (19181.420000 sec): 3 clusters
  Score: Raw -81065.010424 + Penalty 2289.026973 = -78775.983451
  nChanged 5
		SP:Iteration 15Q (19181.620000 sec): 3 clusters
  Score: Raw -81068.154013 + Penalty 2289.026973 = -78779.127040
  nChanged 4
		SP:Iteration 16Q (19181.800000 sec): 3 clusters
  Score: Raw -81074.005236 + Penalty 2289.026973 = -78784.978263
  nChanged 6
		SP:Iteration 17Q (19181.950000 sec): 3 clusters
  Score: Raw -81079.272193 + Penalty 2289.026973 = -78790.245220
  nChanged 8
		SP:Iteration 18Q (19182.130000 sec): 3 clusters
  Score: Raw -81084.707612 + Penalty 2289.026973 = -78795.680639
  nChanged 5
		SP:Iteration 19Q (19182.300000 sec): 3 clusters
  Score: Raw -81091.069828 + Penalty 2289.026973 = -78802.042855
  nChanged 8
		SP:Iteration 20F (19182.460000 sec): 3 clusters
  Score: Raw -81103.439956 + Penalty 2289.026973 = -78814.412984
  nChanged 11
		SP:Iteration 21Q (19182.590000 sec): 3 clusters
  Score: Raw -81117.942200 + Penalty 2289.026973 = -78828.915228
  nChanged 13
		SP:Iteration 22Q (19182.710000 sec): 3 clusters
  Score: Raw -81134.683919 + Penalty 2289.026973 = -78845.656946
  nChanged 17
		SP:Iteration 23Q (19182.830000 sec): 3 clusters
  Score: Raw -81156.836277 + Penalty 2289.026973 = -78867.809305
  nChanged 18
		SP:Iteration 24Q (19182.960000 sec): 3 clusters
  Score: Raw -81181.009157 + Penalty 2289.026973 = -78891.982185
  nChanged 13
		SP:Iteration 25Q (19183.090000 sec): 3 clusters
  Score: Raw -81193.794992 + Penalty 2289.026973 = -78904.768019
  nChanged 8
		SP:Iteration 26Q (19183.220000 sec): 3 clusters
  Score: Raw -81201.269474 + Penalty 2289.026973 = -78912.242501
  nChanged 9
		SP:Iteration 27Q (19183.350000 sec): 3 clusters
  Score: Raw -81211.278429 + Penalty 2289.026973 = -78922.251457
  nChanged 9
		SP:Iteration 28Q (19183.470000 sec): 3 clusters
  Score: Raw -81218.658696 + Penalty 2289.026973 = -78929.631723
  nChanged 8
		SP:Iteration 29Q (19183.600000 sec): 3 clusters
  Score: Raw -81225.503881 + Penalty 2289.026973 = -78936.476909
  nChanged 6
		SP:Iteration 30Q (19183.730000 sec): 3 clusters
  Score: Raw -81230.793190 + Penalty 2289.026973 = -78941.766217
  nChanged 1
		SP:Iteration 31Q (19183.860000 sec): 3 clusters
  Score: Raw -81231.184544 + Penalty 2289.026973 = -78942.157571
  nChanged 0
		SP:Iteration 32F (19183.990000 sec): 3 clusters
  Score: Raw -81231.184544 + Penalty 2289.026973 = -78942.157571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 50 (3054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19184.080000 sec): 2 clusters
  Score: Raw -250442.212442 + Penalty 1303.933716 = -249138.278726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19184.210000 sec): 3 clusters
  Score: Raw -248924.357169 + Penalty 2607.867433 = -246316.489736
  nChanged 1175
		SP:Iteration 1F (19184.330000 sec): 3 clusters
  Score: Raw -249684.355805 + Penalty 2607.867433 = -247076.488372
  nChanged 264
		SP:Iteration 2F (19184.460000 sec): 3 clusters
  Score: Raw -249893.678577 + Penalty 2607.867433 = -247285.811144
  nChanged 225
		SP:Iteration 3F (19184.580000 sec): 3 clusters
  Score: Raw -250063.427020 + Penalty 2607.867433 = -247455.559587
  nChanged 169
		SP:Iteration 4F (19184.710000 sec): 3 clusters
  Score: Raw -250190.628661 + Penalty 2607.867433 = -247582.761229
  nChanged 128
		SP:Iteration 5Q (19184.840000 sec): 3 clusters
  Score: Raw -250282.610812 + Penalty 2607.867433 = -247674.743380
  nChanged 107
		SP:Iteration 6Q (19185.080000 sec): 3 clusters
  Score: Raw -250358.884758 + Penalty 2607.867433 = -247751.017325
  nChanged 87
		SP:Iteration 7Q (19185.200000 sec): 3 clusters
  Score: Raw -250413.350933 + Penalty 2607.867433 = -247805.483500
  nChanged 78
		SP:Iteration 8Q (19185.360000 sec): 3 clusters
  Score: Raw -250456.118500 + Penalty 2607.867433 = -247848.251068
  nChanged 44
		SP:Iteration 9Q (19185.500000 sec): 3 clusters
  Score: Raw -250481.443683 + Penalty 2607.867433 = -247873.576250
  nChanged 37
		SP:Iteration 10Q (19185.620000 sec): 3 clusters
  Score: Raw -250499.516960 + Penalty 2607.867433 = -247891.649528
  nChanged 28
		SP:Iteration 11Q (19185.740000 sec): 3 clusters
  Score: Raw -250515.997486 + Penalty 2607.867433 = -247908.130053
  nChanged 39
		SP:Iteration 12Q (19185.850000 sec): 3 clusters
  Score: Raw -250536.495700 + Penalty 2607.867433 = -247928.628267
  nChanged 36
		SP:Iteration 13Q (19186.040000 sec): 3 clusters
  Score: Raw -250555.888192 + Penalty 2607.867433 = -247948.020759
  nChanged 30
		SP:Iteration 14Q (19186.250000 sec): 3 clusters
  Score: Raw -250570.817528 + Penalty 2607.867433 = -247962.950096
  nChanged 24
		SP:Iteration 15Q (19186.490000 sec): 3 clusters
  Score: Raw -250582.015976 + Penalty 2607.867433 = -247974.148543
  nChanged 22
		SP:Iteration 16Q (19186.660000 sec): 3 clusters
  Score: Raw -250590.359341 + Penalty 2607.867433 = -247982.491908
  nChanged 17
		SP:Iteration 17Q (19186.820000 sec): 3 clusters
  Score: Raw -250600.451600 + Penalty 2607.867433 = -247992.584167
  nChanged 22
		SP:Iteration 18Q (19186.980000 sec): 3 clusters
  Score: Raw -250611.002785 + Penalty 2607.867433 = -248003.135352
  nChanged 23
		SP:Iteration 19Q (19187.130000 sec): 3 clusters
  Score: Raw -250622.009087 + Penalty 2607.867433 = -248014.141654
  nChanged 25
		SP:Iteration 20F (19187.260000 sec): 3 clusters
  Score: Raw -250636.201018 + Penalty 2607.867433 = -248028.333585
  nChanged 28
		SP:Iteration 21Q (19187.410000 sec): 3 clusters
  Score: Raw -250654.486223 + Penalty 2607.867433 = -248046.618790
  nChanged 22
		SP:Iteration 22Q (19187.560000 sec): 3 clusters
  Score: Raw -250668.159151 + Penalty 2607.867433 = -248060.291718
  nChanged 24
		SP:Iteration 23Q (19187.700000 sec): 3 clusters
  Score: Raw -250682.232730 + Penalty 2607.867433 = -248074.365297
  nChanged 20
		SP:Iteration 24Q (19187.850000 sec): 3 clusters
  Score: Raw -250693.144804 + Penalty 2607.867433 = -248085.277371
  nChanged 20
		SP:Iteration 25Q (19188.030000 sec): 3 clusters
  Score: Raw -250702.818646 + Penalty 2607.867433 = -248094.951213
  nChanged 19
		SP:Iteration 26Q (19188.230000 sec): 3 clusters
  Score: Raw -250712.732233 + Penalty 2607.867433 = -248104.864800
  nChanged 13
		SP:Iteration 27Q (19188.390000 sec): 3 clusters
  Score: Raw -250717.882398 + Penalty 2607.867433 = -248110.014965
  nChanged 10
		SP:Iteration 28Q (19188.570000 sec): 3 clusters
  Score: Raw -250722.925375 + Penalty 2607.867433 = -248115.057942
  nChanged 13
		SP:Iteration 29Q (19188.780000 sec): 3 clusters
  Score: Raw -250728.379768 + Penalty 2607.867433 = -248120.512335
  nChanged 11
		SP:Iteration 30Q (19188.960000 sec): 3 clusters
  Score: Raw -250731.024500 + Penalty 2607.867433 = -248123.157067
  nChanged 2
		SP:Iteration 31Q (19189.180000 sec): 3 clusters
  Score: Raw -250732.243231 + Penalty 2607.867433 = -248124.375798
  nChanged 2
		SP:Iteration 32Q (19189.410000 sec): 3 clusters
  Score: Raw -250732.845528 + Penalty 2607.867433 = -248124.978095
  nChanged 1
		SP:Iteration 33Q (19189.620000 sec): 3 clusters
  Score: Raw -250733.030624 + Penalty 2607.867433 = -248125.163191
  nChanged 1
		SP:Iteration 34Q (19189.790000 sec): 3 clusters
  Score: Raw -250733.386372 + Penalty 2607.867433 = -248125.518940
  nChanged 1
		SP:Iteration 35Q (19189.980000 sec): 3 clusters
  Score: Raw -250733.710303 + Penalty 2607.867433 = -248125.842870
  nChanged 1
		SP:Iteration 36Q (19190.160000 sec): 3 clusters
  Score: Raw -250733.830121 + Penalty 2607.867433 = -248125.962689
  nChanged 1
		SP:Iteration 37Q (19190.340000 sec): 3 clusters
  Score: Raw -250734.037763 + Penalty 2607.867433 = -248126.170330
  nChanged 1
		SP:Iteration 38Q (19190.520000 sec): 3 clusters
  Score: Raw -250734.375541 + Penalty 2607.867433 = -248126.508108
  nChanged 3
		SP:Iteration 39Q (19190.730000 sec): 3 clusters
  Score: Raw -250734.999094 + Penalty 2607.867433 = -248127.131661
  nChanged 1
		SP:Iteration 40F (19190.860000 sec): 3 clusters
  Score: Raw -250735.168549 + Penalty 2607.867433 = -248127.301116
  nChanged 2
		SP:Iteration 41Q (19191.050000 sec): 3 clusters
  Score: Raw -250735.613461 + Penalty 2607.867433 = -248127.746028
  nChanged 4
		SP:Iteration 42Q (19191.270000 sec): 3 clusters
  Score: Raw -250736.564902 + Penalty 2607.867433 = -248128.697469
  nChanged 1
		SP:Iteration 43Q (19191.470000 sec): 3 clusters
  Score: Raw -250736.910341 + Penalty 2607.867433 = -248129.042908
  nChanged 2
		SP:Iteration 44Q (19191.670000 sec): 3 clusters
  Score: Raw -250737.474702 + Penalty 2607.867433 = -248129.607269
  nChanged 3
		SP:Iteration 45Q (19191.860000 sec): 3 clusters
  Score: Raw -250738.374644 + Penalty 2607.867433 = -248130.507211
  nChanged 1
		SP:Iteration 46Q (19192.040000 sec): 3 clusters
  Score: Raw -250738.869912 + Penalty 2607.867433 = -248131.002479
  nChanged 1
		SP:Iteration 47Q (19192.250000 sec): 3 clusters
  Score: Raw -250739.070372 + Penalty 2607.867433 = -248131.202939
  nChanged 2
		SP:Iteration 48Q (19192.450000 sec): 3 clusters
  Score: Raw -250739.503175 + Penalty 2607.867433 = -248131.635743
  nChanged 3
		SP:Iteration 49Q (19192.620000 sec): 3 clusters
  Score: Raw -250740.274331 + Penalty 2607.867433 = -248132.406898
  nChanged 2
		SP:Iteration 50Q (19192.860000 sec): 3 clusters
  Score: Raw -250741.111593 + Penalty 2607.867433 = -248133.244160
  nChanged 5
		SP:Iteration 51Q (19193.030000 sec): 3 clusters
  Score: Raw -250742.598708 + Penalty 2607.867433 = -248134.731275
  nChanged 2
		SP:Iteration 52Q (19193.200000 sec): 3 clusters
  Score: Raw -250743.285465 + Penalty 2607.867433 = -248135.418032
  nChanged 1
		SP:Iteration 53Q (19193.420000 sec): 3 clusters
  Score: Raw -250743.400278 + Penalty 2607.867433 = -248135.532845
  nChanged 1
		SP:Iteration 54Q (19193.640000 sec): 3 clusters
  Score: Raw -250743.693774 + Penalty 2607.867433 = -248135.826341
  nChanged 1
		SP:Iteration 55Q (19193.800000 sec): 3 clusters
  Score: Raw -250743.916829 + Penalty 2607.867433 = -248136.049396
  nChanged 0
		SP:Iteration 56F (19194.010000 sec): 3 clusters
  Score: Raw -250743.916829 + Penalty 2607.867433 = -248136.049396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 51 (691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19194.120000 sec): 2 clusters
  Score: Raw -41228.141065 + Penalty 1062.447721 = -40165.693344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19194.360000 sec): 3 clusters
  Score: Raw -41111.699016 + Penalty 2124.895443 = -38986.803573
  nChanged 181
		SP:Iteration 1F (19194.580000 sec): 3 clusters
  Score: Raw -41327.014735 + Penalty 2124.895443 = -39202.119293
  nChanged 57
		SP:Iteration 2F (19194.800000 sec): 3 clusters
  Score: Raw -41432.428683 + Penalty 2124.895443 = -39307.533240
  nChanged 38
		SP:Iteration 3F (19194.960000 sec): 3 clusters
  Score: Raw -41499.495538 + Penalty 2124.895443 = -39374.600095
  nChanged 27
		SP:Iteration 4Q (19195.180000 sec): 3 clusters
  Score: Raw -41549.458248 + Penalty 2124.895443 = -39424.562805
  nChanged 11
		SP:Iteration 5Q (19195.370000 sec): 3 clusters
  Score: Raw -41561.326177 + Penalty 2124.895443 = -39436.430734
  nChanged 6
		SP:Iteration 6Q (19195.500000 sec): 3 clusters
  Score: Raw -41568.459740 + Penalty 2124.895443 = -39443.564297
  nChanged 8
		SP:Iteration 7Q (19195.680000 sec): 3 clusters
  Score: Raw -41582.637974 + Penalty 2124.895443 = -39457.742531
  nChanged 10
		SP:Iteration 8Q (19195.900000 sec): 3 clusters
  Score: Raw -41593.959627 + Penalty 2124.895443 = -39469.064184
  nChanged 3
		SP:Iteration 9Q (19196.120000 sec): 3 clusters
  Score: Raw -41596.857041 + Penalty 2124.895443 = -39471.961598
  nChanged 2
		SP:Iteration 10Q (19196.280000 sec): 3 clusters
  Score: Raw -41598.426605 + Penalty 2124.895443 = -39473.531163
  nChanged 3
		SP:Iteration 11Q (19196.460000 sec): 3 clusters
  Score: Raw -41601.298736 + Penalty 2124.895443 = -39476.403293
  nChanged 2
		SP:Iteration 12Q (19196.670000 sec): 3 clusters
  Score: Raw -41603.070736 + Penalty 2124.895443 = -39478.175294
  nChanged 1
		SP:Iteration 13Q (19196.880000 sec): 3 clusters
  Score: Raw -41603.618038 + Penalty 2124.895443 = -39478.722596
  nChanged 1
		SP:Iteration 14Q (19197.040000 sec): 3 clusters
  Score: Raw -41604.727566 + Penalty 2124.895443 = -39479.832123
  nChanged 2
		SP:Iteration 15Q (19197.260000 sec): 3 clusters
  Score: Raw -41606.551147 + Penalty 2124.895443 = -39481.655704
  nChanged 4
		SP:Iteration 16Q (19197.450000 sec): 3 clusters
  Score: Raw -41610.274057 + Penalty 2124.895443 = -39485.378614
  nChanged 4
		SP:Iteration 17Q (19197.610000 sec): 3 clusters
  Score: Raw -41614.108802 + Penalty 2124.895443 = -39489.213359
  nChanged 3
		SP:Iteration 18Q (19197.830000 sec): 3 clusters
  Score: Raw -41615.920914 + Penalty 2124.895443 = -39491.025471
  nChanged 1
		SP:Iteration 19Q (19198.010000 sec): 3 clusters
  Score: Raw -41616.855986 + Penalty 2124.895443 = -39491.960543
  nChanged 0
		SP:Iteration 20F (19198.200000 sec): 3 clusters
  Score: Raw -41616.855986 + Penalty 2124.895443 = -39491.960543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 52 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19198.300000 sec): 2 clusters
  Score: Raw -45351.990347 + Penalty 1028.869051 = -44323.121296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19198.520000 sec): 3 clusters
  Score: Raw -45255.848800 + Penalty 2057.738101 = -43198.110699
  nChanged 131
		SP:Iteration 1F (19198.730000 sec): 3 clusters
  Score: Raw -45426.210295 + Penalty 2057.738101 = -43368.472194
  nChanged 38
		SP:Iteration 2F (19198.860000 sec): 3 clusters
  Score: Raw -45483.829157 + Penalty 2057.738101 = -43426.091056
  nChanged 14
		SP:Iteration 3Q (19199.040000 sec): 3 clusters
  Score: Raw -45508.141895 + Penalty 2057.738101 = -43450.403794
  nChanged 7
		SP:Iteration 4Q (19199.180000 sec): 3 clusters
  Score: Raw -45531.031323 + Penalty 2057.738101 = -43473.293222
  nChanged 12
		SP:Iteration 5Q (19199.360000 sec): 3 clusters
  Score: Raw -45542.747768 + Penalty 2057.738101 = -43485.009666
  nChanged 5
		SP:Iteration 6Q (19199.570000 sec): 3 clusters
  Score: Raw -45548.258029 + Penalty 2057.738101 = -43490.519927
  nChanged 4
		SP:Iteration 7Q (19199.770000 sec): 3 clusters
  Score: Raw -45554.846718 + Penalty 2057.738101 = -43497.108617
  nChanged 4
		SP:Iteration 8Q (19199.960000 sec): 3 clusters
  Score: Raw -45558.685790 + Penalty 2057.738101 = -43500.947688
  nChanged 2
		SP:Iteration 9Q (19200.140000 sec): 3 clusters
  Score: Raw -45560.638591 + Penalty 2057.738101 = -43502.900490
  nChanged 2
		SP:Iteration 10Q (19200.340000 sec): 3 clusters
  Score: Raw -45561.878353 + Penalty 2057.738101 = -43504.140252
  nChanged 1
		SP:Iteration 11Q (19200.520000 sec): 3 clusters
  Score: Raw -45562.454808 + Penalty 2057.738101 = -43504.716707
  nChanged 1
		SP:Iteration 12Q (19200.770000 sec): 3 clusters
  Score: Raw -45563.129268 + Penalty 2057.738101 = -43505.391166
  nChanged 1
		SP:Iteration 13Q (19200.930000 sec): 3 clusters
  Score: Raw -45565.501824 + Penalty 2057.738101 = -43507.763723
  nChanged 1
		SP:Iteration 14Q (19201.120000 sec): 3 clusters
  Score: Raw -45565.840776 + Penalty 2057.738101 = -43508.102675
  nChanged 0
		SP:Iteration 15F (19201.330000 sec): 3 clusters
  Score: Raw -45565.840776 + Penalty 2057.738101 = -43508.102675
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 53 (8613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19201.480000 sec): 2 clusters
  Score: Raw -747805.671038 + Penalty 1472.417045 = -746333.253993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19201.710000 sec): 3 clusters
  Score: Raw -743023.365157 + Penalty 2944.834090 = -740078.531067
  nChanged 3675
		SP:Iteration 1F (19201.950000 sec): 3 clusters
  Score: Raw -744988.125422 + Penalty 2944.834090 = -742043.291332
  nChanged 530
		SP:Iteration 2F (19202.160000 sec): 3 clusters
  Score: Raw -745227.269805 + Penalty 2944.834090 = -742282.435715
  nChanged 434
		SP:Iteration 3F (19202.360000 sec): 3 clusters
  Score: Raw -745419.382846 + Penalty 2944.834090 = -742474.548756
  nChanged 355
		SP:Iteration 4Q (19202.600000 sec): 3 clusters
  Score: Raw -745568.818976 + Penalty 2944.834090 = -742623.984886
  nChanged 311
		SP:Iteration 5Q (19202.800000 sec): 3 clusters
  Score: Raw -745708.612368 + Penalty 2944.834090 = -742763.778278
  nChanged 317
		SP:Iteration 6Q (19203.050000 sec): 3 clusters
  Score: Raw -745839.395501 + Penalty 2944.834090 = -742894.561411
  nChanged 292
		SP:Iteration 7Q (19203.230000 sec): 3 clusters
  Score: Raw -745985.739982 + Penalty 2944.834090 = -743040.905892
  nChanged 306
		SP:Iteration 8Q (19203.440000 sec): 3 clusters
  Score: Raw -746171.121630 + Penalty 2944.834090 = -743226.287541
  nChanged 322
		SP:Iteration 9Q (19203.630000 sec): 3 clusters
  Score: Raw -746402.662077 + Penalty 2944.834090 = -743457.827987
  nChanged 358
		SP:Iteration 10Q (19203.860000 sec): 3 clusters
  Score: Raw -746691.513380 + Penalty 2944.834090 = -743746.679290
  nChanged 414
		SP:Iteration 11Q (19204.050000 sec): 3 clusters
  Score: Raw -746979.164046 + Penalty 2944.834090 = -744034.329956
  nChanged 352
		SP:Iteration 12Q (19204.310000 sec): 3 clusters
  Score: Raw -747204.618964 + Penalty 2944.834090 = -744259.784874
  nChanged 321
		SP:Iteration 13Q (19204.530000 sec): 3 clusters
  Score: Raw -747426.087975 + Penalty 2944.834090 = -744481.253885
  nChanged 291
		SP:Iteration 14Q (19204.670000 sec): 3 clusters
  Score: Raw -747609.676296 + Penalty 2944.834090 = -744664.842206
  nChanged 247
		SP:Iteration 15Q (19204.930000 sec): 3 clusters
  Score: Raw -747737.389602 + Penalty 2944.834090 = -744792.555512
  nChanged 192
		SP:Iteration 16Q (19205.160000 sec): 3 clusters
  Score: Raw -747816.812221 + Penalty 2944.834090 = -744871.978131
  nChanged 133
		SP:Iteration 17Q (19205.370000 sec): 3 clusters
  Score: Raw -747864.453974 + Penalty 2944.834090 = -744919.619884
  nChanged 87
		SP:Iteration 18Q (19205.560000 sec): 3 clusters
  Score: Raw -747891.939565 + Penalty 2944.834090 = -744947.105475
  nChanged 70
		SP:Iteration 19Q (19205.790000 sec): 3 clusters
  Score: Raw -747909.303009 + Penalty 2944.834090 = -744964.468920
  nChanged 52
		SP:Iteration 20F (19206.050000 sec): 3 clusters
  Score: Raw -747922.051849 + Penalty 2944.834090 = -744977.217760
  nChanged 53
		SP:Iteration 21Q (19206.320000 sec): 3 clusters
  Score: Raw -747933.916394 + Penalty 2944.834090 = -744989.082304
  nChanged 44
		SP:Iteration 22Q (19206.510000 sec): 3 clusters
  Score: Raw -747944.408326 + Penalty 2944.834090 = -744999.574237
  nChanged 39
		SP:Iteration 23Q (19206.690000 sec): 3 clusters
  Score: Raw -747953.182218 + Penalty 2944.834090 = -745008.348129
  nChanged 42
		SP:Iteration 24Q (19206.920000 sec): 3 clusters
  Score: Raw -747963.371031 + Penalty 2944.834090 = -745018.536941
  nChanged 35
		SP:Iteration 25Q (19207.190000 sec): 3 clusters
  Score: Raw -747971.913455 + Penalty 2944.834090 = -745027.079365
  nChanged 24
		SP:Iteration 26Q (19207.450000 sec): 3 clusters
  Score: Raw -747977.126375 + Penalty 2944.834090 = -745032.292285
  nChanged 29
		SP:Iteration 27Q (19207.660000 sec): 3 clusters
  Score: Raw -747984.033243 + Penalty 2944.834090 = -745039.199153
  nChanged 23
		SP:Iteration 28Q (19207.850000 sec): 3 clusters
  Score: Raw -747988.294868 + Penalty 2944.834090 = -745043.460778
  nChanged 28
		SP:Iteration 29Q (19208.080000 sec): 3 clusters
  Score: Raw -747994.085154 + Penalty 2944.834090 = -745049.251064
  nChanged 23
		SP:Iteration 30Q (19208.300000 sec): 3 clusters
  Score: Raw -747997.891596 + Penalty 2944.834090 = -745053.057506
  nChanged 17
		SP:Iteration 31Q (19208.550000 sec): 3 clusters
  Score: Raw -748001.466270 + Penalty 2944.834090 = -745056.632180
  nChanged 20
		SP:Iteration 32Q (19208.750000 sec): 3 clusters
  Score: Raw -748006.370997 + Penalty 2944.834090 = -745061.536908
  nChanged 25
		SP:Iteration 33Q (19209.020000 sec): 3 clusters
  Score: Raw -748010.430911 + Penalty 2944.834090 = -745065.596821
  nChanged 15
		SP:Iteration 34Q (19209.210000 sec): 3 clusters
  Score: Raw -748012.830351 + Penalty 2944.834090 = -745067.996262
  nChanged 18
		SP:Iteration 35Q (19209.430000 sec): 3 clusters
  Score: Raw -748015.519747 + Penalty 2944.834090 = -745070.685657
  nChanged 12
		SP:Iteration 36Q (19209.640000 sec): 3 clusters
  Score: Raw -748018.057955 + Penalty 2944.834090 = -745073.223865
  nChanged 12
		SP:Iteration 37Q (19209.810000 sec): 3 clusters
  Score: Raw -748020.173115 + Penalty 2944.834090 = -745075.339025
  nChanged 9
		SP:Iteration 38Q (19210.010000 sec): 3 clusters
  Score: Raw -748021.832825 + Penalty 2944.834090 = -745076.998735
  nChanged 7
		SP:Iteration 39Q (19210.230000 sec): 3 clusters
  Score: Raw -748023.220827 + Penalty 2944.834090 = -745078.386737
  nChanged 12
		SP:Iteration 40F (19210.450000 sec): 3 clusters
  Score: Raw -748025.030250 + Penalty 2944.834090 = -745080.196160
  nChanged 10
		SP:Iteration 41Q (19210.690000 sec): 3 clusters
  Score: Raw -748026.683705 + Penalty 2944.834090 = -745081.849615
  nChanged 7
		SP:Iteration 42Q (19210.930000 sec): 3 clusters
  Score: Raw -748027.574762 + Penalty 2944.834090 = -745082.740673
  nChanged 7
		SP:Iteration 43Q (19211.130000 sec): 3 clusters
  Score: Raw -748028.992303 + Penalty 2944.834090 = -745084.158213
  nChanged 10
		SP:Iteration 44Q (19211.310000 sec): 3 clusters
  Score: Raw -748030.822763 + Penalty 2944.834090 = -745085.988673
  nChanged 5
		SP:Iteration 45Q (19211.560000 sec): 3 clusters
  Score: Raw -748031.855698 + Penalty 2944.834090 = -745087.021608
  nChanged 5
		SP:Iteration 46Q (19211.740000 sec): 3 clusters
  Score: Raw -748032.418182 + Penalty 2944.834090 = -745087.584092
  nChanged 3
		SP:Iteration 47Q (19211.980000 sec): 3 clusters
  Score: Raw -748032.885170 + Penalty 2944.834090 = -745088.051081
  nChanged 1
		SP:Iteration 48Q (19212.180000 sec): 3 clusters
  Score: Raw -748032.983619 + Penalty 2944.834090 = -745088.149529
  nChanged 0
		SP:Iteration 49F (19212.370000 sec): 3 clusters
  Score: Raw -748032.983619 + Penalty 2944.834090 = -745088.149529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 54 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19212.510000 sec): 2 clusters
  Score: Raw -396387.012595 + Penalty 1385.177431 = -395001.835164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19212.740000 sec): 3 clusters
  Score: Raw -393746.277961 + Penalty 2770.354862 = -390975.923099
  nChanged 2032
		SP:Iteration 1F (19212.960000 sec): 3 clusters
  Score: Raw -394825.977837 + Penalty 2770.354862 = -392055.622975
  nChanged 331
		SP:Iteration 2F (19213.160000 sec): 3 clusters
  Score: Raw -395014.874504 + Penalty 2770.354862 = -392244.519642
  nChanged 282
		SP:Iteration 3F (19213.300000 sec): 3 clusters
  Score: Raw -395164.194820 + Penalty 2770.354862 = -392393.839959
  nChanged 237
		SP:Iteration 4Q (19213.520000 sec): 3 clusters
  Score: Raw -395283.937430 + Penalty 2770.354862 = -392513.582569
  nChanged 196
		SP:Iteration 5Q (19213.700000 sec): 3 clusters
  Score: Raw -395370.901500 + Penalty 2770.354862 = -392600.546639
  nChanged 161
		SP:Iteration 6Q (19213.940000 sec): 3 clusters
  Score: Raw -395429.403263 + Penalty 2770.354862 = -392659.048401
  nChanged 118
		SP:Iteration 7Q (19214.180000 sec): 3 clusters
  Score: Raw -395470.197250 + Penalty 2770.354862 = -392699.842388
  nChanged 100
		SP:Iteration 8Q (19214.360000 sec): 3 clusters
  Score: Raw -395502.416676 + Penalty 2770.354862 = -392732.061814
  nChanged 92
		SP:Iteration 9Q (19214.610000 sec): 3 clusters
  Score: Raw -395532.481945 + Penalty 2770.354862 = -392762.127083
  nChanged 81
		SP:Iteration 10Q (19214.780000 sec): 3 clusters
  Score: Raw -395558.437123 + Penalty 2770.354862 = -392788.082261
  nChanged 80
		SP:Iteration 11Q (19214.990000 sec): 3 clusters
  Score: Raw -395582.566849 + Penalty 2770.354862 = -392812.211988
  nChanged 67
		SP:Iteration 12Q (19215.220000 sec): 3 clusters
  Score: Raw -395603.012059 + Penalty 2770.354862 = -392832.657198
  nChanged 60
		SP:Iteration 13Q (19215.370000 sec): 3 clusters
  Score: Raw -395623.764701 + Penalty 2770.354862 = -392853.409839
  nChanged 59
		SP:Iteration 14Q (19215.580000 sec): 3 clusters
  Score: Raw -395645.253152 + Penalty 2770.354862 = -392874.898291
  nChanged 63
		SP:Iteration 15Q (19215.810000 sec): 3 clusters
  Score: Raw -395666.793590 + Penalty 2770.354862 = -392896.438728
  nChanged 72
		SP:Iteration 16Q (19216.060000 sec): 3 clusters
  Score: Raw -395689.414318 + Penalty 2770.354862 = -392919.059456
  nChanged 64
		SP:Iteration 17Q (19216.260000 sec): 3 clusters
  Score: Raw -395712.473636 + Penalty 2770.354862 = -392942.118775
  nChanged 67
		SP:Iteration 18Q (19216.460000 sec): 3 clusters
  Score: Raw -395735.099294 + Penalty 2770.354862 = -392964.744433
  nChanged 61
		SP:Iteration 19Q (19216.660000 sec): 3 clusters
  Score: Raw -395753.730883 + Penalty 2770.354862 = -392983.376022
  nChanged 61
		SP:Iteration 20F (19216.860000 sec): 3 clusters
  Score: Raw -395769.673291 + Penalty 2770.354862 = -392999.318430
  nChanged 51
		SP:Iteration 21Q (19217.060000 sec): 3 clusters
  Score: Raw -395788.793509 + Penalty 2770.354862 = -393018.438647
  nChanged 60
		SP:Iteration 22Q (19217.260000 sec): 3 clusters
  Score: Raw -395808.008781 + Penalty 2770.354862 = -393037.653920
  nChanged 45
		SP:Iteration 23Q (19217.480000 sec): 3 clusters
  Score: Raw -395823.690677 + Penalty 2770.354862 = -393053.335815
  nChanged 53
		SP:Iteration 24Q (19217.670000 sec): 3 clusters
  Score: Raw -395842.857270 + Penalty 2770.354862 = -393072.502408
  nChanged 53
		SP:Iteration 25Q (19217.850000 sec): 3 clusters
  Score: Raw -395866.131097 + Penalty 2770.354862 = -393095.776236
  nChanged 69
		SP:Iteration 26Q (19218.040000 sec): 3 clusters
  Score: Raw -395896.658874 + Penalty 2770.354862 = -393126.304012
  nChanged 85
		SP:Iteration 27Q (19218.240000 sec): 3 clusters
  Score: Raw -395935.960113 + Penalty 2770.354862 = -393165.605251
  nChanged 97
		SP:Iteration 28Q (19218.480000 sec): 3 clusters
  Score: Raw -395982.494094 + Penalty 2770.354862 = -393212.139232
  nChanged 96
		SP:Iteration 29Q (19218.700000 sec): 3 clusters
  Score: Raw -396030.931176 + Penalty 2770.354862 = -393260.576314
  nChanged 102
		SP:Iteration 30Q (19218.920000 sec): 3 clusters
  Score: Raw -396086.487448 + Penalty 2770.354862 = -393316.132586
  nChanged 100
		SP:Iteration 31Q (19219.120000 sec): 3 clusters
  Score: Raw -396137.607018 + Penalty 2770.354862 = -393367.252156
  nChanged 101
		SP:Iteration 32Q (19219.320000 sec): 3 clusters
  Score: Raw -396181.241397 + Penalty 2770.354862 = -393410.886536
  nChanged 81
		SP:Iteration 33Q (19219.550000 sec): 3 clusters
  Score: Raw -396214.862154 + Penalty 2770.354862 = -393444.507293
  nChanged 69
		SP:Iteration 34Q (19219.710000 sec): 3 clusters
  Score: Raw -396247.029335 + Penalty 2770.354862 = -393476.674473
  nChanged 52
		SP:Iteration 35Q (19219.930000 sec): 3 clusters
  Score: Raw -396268.924296 + Penalty 2770.354862 = -393498.569434
  nChanged 47
		SP:Iteration 36Q (19220.180000 sec): 3 clusters
  Score: Raw -396291.956166 + Penalty 2770.354862 = -393521.601304
  nChanged 55
		SP:Iteration 37Q (19220.370000 sec): 3 clusters
  Score: Raw -396322.466773 + Penalty 2770.354862 = -393552.111912
  nChanged 72
		SP:Iteration 38Q (19220.580000 sec): 3 clusters
  Score: Raw -396362.571428 + Penalty 2770.354862 = -393592.216566
  nChanged 81
		SP:Iteration 39Q (19220.800000 sec): 3 clusters
  Score: Raw -396405.580932 + Penalty 2770.354862 = -393635.226070
  nChanged 71
		SP:Iteration 40F (19221.020000 sec): 3 clusters
  Score: Raw -396447.941203 + Penalty 2770.354862 = -393677.586341
  nChanged 75
		SP:Iteration 41Q (19221.190000 sec): 3 clusters
  Score: Raw -396501.895469 + Penalty 2770.354862 = -393731.540607
  nChanged 83
		SP:Iteration 42Q (19221.400000 sec): 3 clusters
  Score: Raw -396564.837572 + Penalty 2770.354862 = -393794.482711
  nChanged 87
		SP:Iteration 43Q (19221.670000 sec): 3 clusters
  Score: Raw -396623.558077 + Penalty 2770.354862 = -393853.203215
  nChanged 77
		SP:Iteration 44Q (19221.890000 sec): 3 clusters
  Score: Raw -396673.851003 + Penalty 2770.354862 = -393903.496141
  nChanged 71
		SP:Iteration 45Q (19222.150000 sec): 3 clusters
  Score: Raw -396713.737470 + Penalty 2770.354862 = -393943.382609
  nChanged 64
		SP:Iteration 46Q (19222.350000 sec): 3 clusters
  Score: Raw -396749.375772 + Penalty 2770.354862 = -393979.020910
  nChanged 53
		SP:Iteration 47Q (19222.510000 sec): 3 clusters
  Score: Raw -396776.380376 + Penalty 2770.354862 = -394006.025515
  nChanged 43
		SP:Iteration 48Q (19222.710000 sec): 3 clusters
  Score: Raw -396795.931522 + Penalty 2770.354862 = -394025.576660
  nChanged 40
		SP:Iteration 49Q (19222.890000 sec): 3 clusters
  Score: Raw -396817.037461 + Penalty 2770.354862 = -394046.682599
  nChanged 38
		SP:Iteration 50Q (19223.070000 sec): 3 clusters
  Score: Raw -396833.457218 + Penalty 2770.354862 = -394063.102357
  nChanged 35
		SP:Iteration 51Q (19223.300000 sec): 3 clusters
  Score: Raw -396852.564717 + Penalty 2770.354862 = -394082.209855
  nChanged 39
		SP:Iteration 52Q (19223.500000 sec): 3 clusters
  Score: Raw -396872.279374 + Penalty 2770.354862 = -394101.924512
  nChanged 27
		SP:Iteration 53Q (19223.740000 sec): 3 clusters
  Score: Raw -396882.716264 + Penalty 2770.354862 = -394112.361402
  nChanged 16
		SP:Iteration 54Q (19223.920000 sec): 3 clusters
  Score: Raw -396888.118490 + Penalty 2770.354862 = -394117.763628
  nChanged 14
		SP:Iteration 55Q (19224.150000 sec): 3 clusters
  Score: Raw -396892.119718 + Penalty 2770.354862 = -394121.764856
  nChanged 13
		SP:Iteration 56Q (19224.320000 sec): 3 clusters
  Score: Raw -396894.822247 + Penalty 2770.354862 = -394124.467385
  nChanged 12
		SP:Iteration 57Q (19224.520000 sec): 3 clusters
  Score: Raw -396897.614834 + Penalty 2770.354862 = -394127.259973
  nChanged 9
		SP:Iteration 58Q (19224.750000 sec): 3 clusters
  Score: Raw -396900.042571 + Penalty 2770.354862 = -394129.687709
  nChanged 10
		SP:Iteration 59Q (19224.940000 sec): 3 clusters
  Score: Raw -396906.681743 + Penalty 2770.354862 = -394136.326881
  nChanged 8
		SP:Iteration 60F (19225.080000 sec): 3 clusters
  Score: Raw -396909.820091 + Penalty 2770.354862 = -394139.465229
  nChanged 6
		SP:Iteration 61Q (19225.270000 sec): 3 clusters
  Score: Raw -396911.500287 + Penalty 2770.354862 = -394141.145425
  nChanged 5
		SP:Iteration 62Q (19225.410000 sec): 3 clusters
  Score: Raw -396912.882753 + Penalty 2770.354862 = -394142.527891
  nChanged 5
		SP:Iteration 63Q (19225.630000 sec): 3 clusters
  Score: Raw -396913.762550 + Penalty 2770.354862 = -394143.407689
  nChanged 3
		SP:Iteration 64Q (19225.790000 sec): 3 clusters
  Score: Raw -396914.550884 + Penalty 2770.354862 = -394144.196022
  nChanged 3
		SP:Iteration 65Q (19225.970000 sec): 3 clusters
  Score: Raw -396915.102567 + Penalty 2770.354862 = -394144.747705
  nChanged 1
		SP:Iteration 66Q (19226.170000 sec): 3 clusters
  Score: Raw -396915.207936 + Penalty 2770.354862 = -394144.853075
  nChanged 0
		SP:Iteration 67F (19226.350000 sec): 3 clusters
  Score: Raw -396915.207936 + Penalty 2770.354862 = -394144.853075
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 55 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19226.450000 sec): 2 clusters
  Score: Raw -267379.658100 + Penalty 1326.037780 = -266053.620320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19226.670000 sec): 3 clusters
  Score: Raw -265683.208247 + Penalty 2652.075560 = -263031.132687
  nChanged 1360
		SP:Iteration 1F (19226.820000 sec): 3 clusters
  Score: Raw -266518.685193 + Penalty 2652.075560 = -263866.609633
  nChanged 310
		SP:Iteration 2F (19227.010000 sec): 3 clusters
  Score: Raw -266745.548905 + Penalty 2652.075560 = -264093.473345
  nChanged 250
		SP:Iteration 3F (19227.190000 sec): 3 clusters
  Score: Raw -266958.426814 + Penalty 2652.075560 = -264306.351254
  nChanged 198
		SP:Iteration 4F (19227.370000 sec): 3 clusters
  Score: Raw -267098.371389 + Penalty 2652.075560 = -264446.295829
  nChanged 138
		SP:Iteration 5Q (19227.510000 sec): 3 clusters
  Score: Raw -267178.699879 + Penalty 2652.075560 = -264526.624319
  nChanged 98
		SP:Iteration 6Q (19227.640000 sec): 3 clusters
  Score: Raw -267239.817264 + Penalty 2652.075560 = -264587.741704
  nChanged 96
		SP:Iteration 7Q (19227.910000 sec): 3 clusters
  Score: Raw -267299.757837 + Penalty 2652.075560 = -264647.682277
  nChanged 83
		SP:Iteration 8Q (19228.070000 sec): 3 clusters
  Score: Raw -267347.203339 + Penalty 2652.075560 = -264695.127779
  nChanged 81
		SP:Iteration 9Q (19228.270000 sec): 3 clusters
  Score: Raw -267380.717979 + Penalty 2652.075560 = -264728.642419
  nChanged 68
		SP:Iteration 10Q (19228.470000 sec): 3 clusters
  Score: Raw -267409.309667 + Penalty 2652.075560 = -264757.234107
  nChanged 56
		SP:Iteration 11Q (19228.680000 sec): 3 clusters
  Score: Raw -267437.902056 + Penalty 2652.075560 = -264785.826496
  nChanged 53
		SP:Iteration 12Q (19228.860000 sec): 3 clusters
  Score: Raw -267463.897571 + Penalty 2652.075560 = -264811.822011
  nChanged 45
		SP:Iteration 13Q (19229.070000 sec): 3 clusters
  Score: Raw -267486.604261 + Penalty 2652.075560 = -264834.528701
  nChanged 54
		SP:Iteration 14Q (19229.270000 sec): 3 clusters
  Score: Raw -267516.186741 + Penalty 2652.075560 = -264864.111181
  nChanged 53
		SP:Iteration 15Q (19229.460000 sec): 3 clusters
  Score: Raw -267536.683639 + Penalty 2652.075560 = -264884.608079
  nChanged 36
		SP:Iteration 16Q (19229.590000 sec): 3 clusters
  Score: Raw -267551.571208 + Penalty 2652.075560 = -264899.495648
  nChanged 34
		SP:Iteration 17Q (19229.800000 sec): 3 clusters
  Score: Raw -267563.160403 + Penalty 2652.075560 = -264911.084843
  nChanged 27
		SP:Iteration 18Q (19229.960000 sec): 3 clusters
  Score: Raw -267572.884092 + Penalty 2652.075560 = -264920.808532
  nChanged 18
		SP:Iteration 19Q (19230.120000 sec): 3 clusters
  Score: Raw -267579.045786 + Penalty 2652.075560 = -264926.970226
  nChanged 13
		SP:Iteration 20F (19230.310000 sec): 3 clusters
  Score: Raw -267584.757637 + Penalty 2652.075560 = -264932.682077
  nChanged 17
		SP:Iteration 21Q (19230.520000 sec): 3 clusters
  Score: Raw -267590.650518 + Penalty 2652.075560 = -264938.574958
  nChanged 15
		SP:Iteration 22Q (19230.710000 sec): 3 clusters
  Score: Raw -267594.279223 + Penalty 2652.075560 = -264942.203663
  nChanged 14
		SP:Iteration 23Q (19230.870000 sec): 3 clusters
  Score: Raw -267599.116953 + Penalty 2652.075560 = -264947.041393
  nChanged 15
		SP:Iteration 24Q (19231.020000 sec): 3 clusters
  Score: Raw -267604.660530 + Penalty 2652.075560 = -264952.584970
  nChanged 20
		SP:Iteration 25Q (19231.170000 sec): 3 clusters
  Score: Raw -267611.692043 + Penalty 2652.075560 = -264959.616483
  nChanged 20
		SP:Iteration 26Q (19231.350000 sec): 3 clusters
  Score: Raw -267617.911840 + Penalty 2652.075560 = -264965.836280
  nChanged 22
		SP:Iteration 27Q (19231.530000 sec): 3 clusters
  Score: Raw -267623.184909 + Penalty 2652.075560 = -264971.109349
  nChanged 15
		SP:Iteration 28Q (19231.690000 sec): 3 clusters
  Score: Raw -267626.472021 + Penalty 2652.075560 = -264974.396460
  nChanged 16
		SP:Iteration 29Q (19231.910000 sec): 3 clusters
  Score: Raw -267631.059337 + Penalty 2652.075560 = -264978.983777
  nChanged 17
		SP:Iteration 30Q (19232.150000 sec): 3 clusters
  Score: Raw -267635.252167 + Penalty 2652.075560 = -264983.176607
  nChanged 16
		SP:Iteration 31Q (19232.360000 sec): 3 clusters
  Score: Raw -267640.878037 + Penalty 2652.075560 = -264988.802477
  nChanged 9
		SP:Iteration 32Q (19232.570000 sec): 3 clusters
  Score: Raw -267643.932467 + Penalty 2652.075560 = -264991.856906
  nChanged 17
		SP:Iteration 33Q (19232.760000 sec): 3 clusters
  Score: Raw -267648.819598 + Penalty 2652.075560 = -264996.744038
  nChanged 16
		SP:Iteration 34Q (19232.950000 sec): 3 clusters
  Score: Raw -267653.001157 + Penalty 2652.075560 = -265000.925597
  nChanged 10
		SP:Iteration 35Q (19233.140000 sec): 3 clusters
  Score: Raw -267654.653702 + Penalty 2652.075560 = -265002.578142
  nChanged 7
		SP:Iteration 36Q (19233.340000 sec): 3 clusters
  Score: Raw -267656.370240 + Penalty 2652.075560 = -265004.294680
  nChanged 8
		SP:Iteration 37Q (19233.480000 sec): 3 clusters
  Score: Raw -267658.993003 + Penalty 2652.075560 = -265006.917443
  nChanged 7
		SP:Iteration 38Q (19233.650000 sec): 3 clusters
  Score: Raw -267660.789591 + Penalty 2652.075560 = -265008.714031
  nChanged 7
		SP:Iteration 39Q (19233.770000 sec): 3 clusters
  Score: Raw -267662.359945 + Penalty 2652.075560 = -265010.284385
  nChanged 8
		SP:Iteration 40F (19233.910000 sec): 3 clusters
  Score: Raw -267664.559207 + Penalty 2652.075560 = -265012.483647
  nChanged 11
		SP:Iteration 41Q (19234.130000 sec): 3 clusters
  Score: Raw -267668.493202 + Penalty 2652.075560 = -265016.417642
  nChanged 12
		SP:Iteration 42Q (19234.280000 sec): 3 clusters
  Score: Raw -267672.940533 + Penalty 2652.075560 = -265020.864973
  nChanged 11
		SP:Iteration 43Q (19234.470000 sec): 3 clusters
  Score: Raw -267675.934671 + Penalty 2652.075560 = -265023.859111
  nChanged 15
		SP:Iteration 44Q (19234.640000 sec): 3 clusters
  Score: Raw -267680.078274 + Penalty 2652.075560 = -265028.002714
  nChanged 18
		SP:Iteration 45Q (19234.780000 sec): 3 clusters
  Score: Raw -267685.500147 + Penalty 2652.075560 = -265033.424587
  nChanged 19
		SP:Iteration 46Q (19234.930000 sec): 3 clusters
  Score: Raw -267690.759285 + Penalty 2652.075560 = -265038.683725
  nChanged 21
		SP:Iteration 47Q (19235.070000 sec): 3 clusters
  Score: Raw -267696.256144 + Penalty 2652.075560 = -265044.180584
  nChanged 13
		SP:Iteration 48Q (19235.220000 sec): 3 clusters
  Score: Raw -267698.840048 + Penalty 2652.075560 = -265046.764488
  nChanged 10
		SP:Iteration 49Q (19235.360000 sec): 3 clusters
  Score: Raw -267701.578386 + Penalty 2652.075560 = -265049.502826
  nChanged 12
		SP:Iteration 50Q (19235.510000 sec): 3 clusters
  Score: Raw -267705.731953 + Penalty 2652.075560 = -265053.656393
  nChanged 17
		SP:Iteration 51Q (19235.720000 sec): 3 clusters
  Score: Raw -267710.325252 + Penalty 2652.075560 = -265058.249692
  nChanged 11
		SP:Iteration 52Q (19235.880000 sec): 3 clusters
  Score: Raw -267713.846787 + Penalty 2652.075560 = -265061.771227
  nChanged 15
		SP:Iteration 53Q (19236.110000 sec): 3 clusters
  Score: Raw -267719.583862 + Penalty 2652.075560 = -265067.508301
  nChanged 18
		SP:Iteration 54Q (19236.290000 sec): 3 clusters
  Score: Raw -267724.824733 + Penalty 2652.075560 = -265072.749173
  nChanged 16
		SP:Iteration 55Q (19236.480000 sec): 3 clusters
  Score: Raw -267730.235680 + Penalty 2652.075560 = -265078.160120
  nChanged 13
		SP:Iteration 56Q (19236.690000 sec): 3 clusters
  Score: Raw -267736.381861 + Penalty 2652.075560 = -265084.306301
  nChanged 17
		SP:Iteration 57Q (19236.830000 sec): 3 clusters
  Score: Raw -267742.996129 + Penalty 2652.075560 = -265090.920569
  nChanged 19
		SP:Iteration 58Q (19237.020000 sec): 3 clusters
  Score: Raw -267748.635422 + Penalty 2652.075560 = -265096.559862
  nChanged 17
		SP:Iteration 59Q (19237.190000 sec): 3 clusters
  Score: Raw -267755.430318 + Penalty 2652.075560 = -265103.354758
  nChanged 16
		SP:Iteration 60F (19237.430000 sec): 3 clusters
  Score: Raw -267761.567393 + Penalty 2652.075560 = -265109.491833
  nChanged 21
		SP:Iteration 61Q (19237.620000 sec): 3 clusters
  Score: Raw -267770.001552 + Penalty 2652.075560 = -265117.925992
  nChanged 18
		SP:Iteration 62Q (19237.840000 sec): 3 clusters
  Score: Raw -267777.048482 + Penalty 2652.075560 = -265124.972922
  nChanged 10
		SP:Iteration 63Q (19238.060000 sec): 3 clusters
  Score: Raw -267779.888090 + Penalty 2652.075560 = -265127.812530
  nChanged 9
		SP:Iteration 64Q (19238.230000 sec): 3 clusters
  Score: Raw -267782.128600 + Penalty 2652.075560 = -265130.053040
  nChanged 15
		SP:Iteration 65Q (19238.370000 sec): 3 clusters
  Score: Raw -267789.299136 + Penalty 2652.075560 = -265137.223576
  nChanged 18
		SP:Iteration 66Q (19238.630000 sec): 3 clusters
  Score: Raw -267796.167510 + Penalty 2652.075560 = -265144.091950
  nChanged 19
		SP:Iteration 67Q (19238.770000 sec): 3 clusters
  Score: Raw -267803.659290 + Penalty 2652.075560 = -265151.583730
  nChanged 26
		SP:Iteration 68Q (19238.980000 sec): 3 clusters
  Score: Raw -267815.172054 + Penalty 2652.075560 = -265163.096494
  nChanged 30
		SP:Iteration 69Q (19239.150000 sec): 3 clusters
  Score: Raw -267830.176472 + Penalty 2652.075560 = -265178.100912
  nChanged 32
		SP:Iteration 70Q (19239.370000 sec): 3 clusters
  Score: Raw -267847.127141 + Penalty 2652.075560 = -265195.051581
  nChanged 33
		SP:Iteration 71Q (19239.560000 sec): 3 clusters
  Score: Raw -267867.861848 + Penalty 2652.075560 = -265215.786288
  nChanged 34
		SP:Iteration 72Q (19239.730000 sec): 3 clusters
  Score: Raw -267889.639645 + Penalty 2652.075560 = -265237.564085
  nChanged 28
		SP:Iteration 73Q (19239.910000 sec): 3 clusters
  Score: Raw -267903.898937 + Penalty 2652.075560 = -265251.823377
  nChanged 30
		SP:Iteration 74Q (19240.110000 sec): 3 clusters
  Score: Raw -267917.901205 + Penalty 2652.075560 = -265265.825645
  nChanged 18
		SP:Iteration 75Q (19240.340000 sec): 3 clusters
  Score: Raw -267924.836709 + Penalty 2652.075560 = -265272.761149
  nChanged 12
		SP:Iteration 76Q (19240.510000 sec): 3 clusters
  Score: Raw -267930.140260 + Penalty 2652.075560 = -265278.064700
  nChanged 21
		SP:Iteration 77Q (19240.720000 sec): 3 clusters
  Score: Raw -267943.543052 + Penalty 2652.075560 = -265291.467492
  nChanged 26
		SP:Iteration 78Q (19240.920000 sec): 3 clusters
  Score: Raw -267956.484684 + Penalty 2652.075560 = -265304.409124
  nChanged 22
		SP:Iteration 79Q (19241.090000 sec): 3 clusters
  Score: Raw -267967.915918 + Penalty 2652.075560 = -265315.840358
  nChanged 22
		SP:Iteration 80F (19241.290000 sec): 3 clusters
  Score: Raw -267975.539136 + Penalty 2652.075560 = -265323.463576
  nChanged 14
		SP:Iteration 81Q (19241.490000 sec): 3 clusters
  Score: Raw -267981.240601 + Penalty 2652.075560 = -265329.165041
  nChanged 16
		SP:Iteration 82Q (19241.670000 sec): 3 clusters
  Score: Raw -267989.989891 + Penalty 2652.075560 = -265337.914331
  nChanged 22
		SP:Iteration 83Q (19241.870000 sec): 3 clusters
  Score: Raw -267999.774429 + Penalty 2652.075560 = -265347.698869
  nChanged 17
		SP:Iteration 84Q (19242.090000 sec): 3 clusters
  Score: Raw -268006.019993 + Penalty 2652.075560 = -265353.944433
  nChanged 15
		SP:Iteration 85Q (19242.300000 sec): 3 clusters
  Score: Raw -268011.221934 + Penalty 2652.075560 = -265359.146374
  nChanged 10
		SP:Iteration 86Q (19242.490000 sec): 3 clusters
  Score: Raw -268014.793299 + Penalty 2652.075560 = -265362.717739
  nChanged 10
		SP:Iteration 87Q (19242.650000 sec): 3 clusters
  Score: Raw -268018.074241 + Penalty 2652.075560 = -265365.998681
  nChanged 11
		SP:Iteration 88Q (19242.810000 sec): 3 clusters
  Score: Raw -268022.111710 + Penalty 2652.075560 = -265370.036150
  nChanged 8
		SP:Iteration 89Q (19242.990000 sec): 3 clusters
  Score: Raw -268025.302182 + Penalty 2652.075560 = -265373.226622
  nChanged 12
		SP:Iteration 90Q (19243.150000 sec): 3 clusters
  Score: Raw -268030.297176 + Penalty 2652.075560 = -265378.221616
  nChanged 9
		SP:Iteration 91Q (19243.280000 sec): 3 clusters
  Score: Raw -268033.537683 + Penalty 2652.075560 = -265381.462123
  nChanged 8
		SP:Iteration 92Q (19243.410000 sec): 3 clusters
  Score: Raw -268035.977673 + Penalty 2652.075560 = -265383.902113
  nChanged 6
		SP:Iteration 93Q (19243.540000 sec): 3 clusters
  Score: Raw -268037.807849 + Penalty 2652.075560 = -265385.732288
  nChanged 8
		SP:Iteration 94Q (19243.660000 sec): 3 clusters
  Score: Raw -268040.691610 + Penalty 2652.075560 = -265388.616050
  nChanged 6
		SP:Iteration 95Q (19243.790000 sec): 3 clusters
  Score: Raw -268042.220583 + Penalty 2652.075560 = -265390.145023
  nChanged 1
		SP:Iteration 96Q (19243.920000 sec): 3 clusters
  Score: Raw -268042.958175 + Penalty 2652.075560 = -265390.882615
  nChanged 0
		SP:Iteration 97F (19244.050000 sec): 3 clusters
  Score: Raw -268042.958175 + Penalty 2652.075560 = -265390.882615
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 56 (9154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19244.160000 sec): 2 clusters
  Score: Raw -779963.764577 + Penalty 1482.316261 = -778481.448316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19244.410000 sec): 3 clusters
  Score: Raw -774814.387681 + Penalty 2964.632522 = -771849.755159
  nChanged 3928
		SP:Iteration 1F (19244.630000 sec): 3 clusters
  Score: Raw -777044.628979 + Penalty 2964.632522 = -774079.996457
  nChanged 693
		SP:Iteration 2F (19244.790000 sec): 3 clusters
  Score: Raw -777482.494657 + Penalty 2964.632522 = -774517.862135
  nChanged 684
		SP:Iteration 3F (19244.970000 sec): 3 clusters
  Score: Raw -777972.138108 + Penalty 2964.632522 = -775007.505586
  nChanged 659
		SP:Iteration 4F (19245.140000 sec): 3 clusters
  Score: Raw -778460.797886 + Penalty 2964.632522 = -775496.165364
  nChanged 599
		SP:Iteration 5F (19245.320000 sec): 3 clusters
  Score: Raw -778878.240416 + Penalty 2964.632522 = -775913.607894
  nChanged 491
		SP:Iteration 6F (19245.490000 sec): 3 clusters
  Score: Raw -779238.636660 + Penalty 2964.632522 = -776274.004138
  nChanged 393
		SP:Iteration 7Q (19245.670000 sec): 3 clusters
  Score: Raw -779517.562215 + Penalty 2964.632522 = -776552.929693
  nChanged 306
		SP:Iteration 8Q (19245.850000 sec): 3 clusters
  Score: Raw -779759.241956 + Penalty 2964.632522 = -776794.609435
  nChanged 240
		SP:Iteration 9Q (19245.990000 sec): 3 clusters
  Score: Raw -779951.259916 + Penalty 2964.632522 = -776986.627394
  nChanged 197
		SP:Iteration 10Q (19246.140000 sec): 3 clusters
  Score: Raw -780098.564797 + Penalty 2964.632522 = -777133.932275
  nChanged 150
		SP:Iteration 11Q (19246.290000 sec): 3 clusters
  Score: Raw -780197.939308 + Penalty 2964.632522 = -777233.306786
  nChanged 124
		SP:Iteration 12Q (19246.430000 sec): 3 clusters
  Score: Raw -780274.983220 + Penalty 2964.632522 = -777310.350698
  nChanged 111
		SP:Iteration 13Q (19246.580000 sec): 3 clusters
  Score: Raw -780335.645804 + Penalty 2964.632522 = -777371.013282
  nChanged 92
		SP:Iteration 14Q (19246.730000 sec): 3 clusters
  Score: Raw -780386.393795 + Penalty 2964.632522 = -777421.761273
  nChanged 74
		SP:Iteration 15Q (19246.870000 sec): 3 clusters
  Score: Raw -780426.066246 + Penalty 2964.632522 = -777461.433724
  nChanged 56
		SP:Iteration 16Q (19247.020000 sec): 3 clusters
  Score: Raw -780449.258442 + Penalty 2964.632522 = -777484.625920
  nChanged 42
		SP:Iteration 17Q (19247.160000 sec): 3 clusters
  Score: Raw -780464.658126 + Penalty 2964.632522 = -777500.025604
  nChanged 35
		SP:Iteration 18Q (19247.310000 sec): 3 clusters
  Score: Raw -780474.163150 + Penalty 2964.632522 = -777509.530628
  nChanged 23
		SP:Iteration 19Q (19247.450000 sec): 3 clusters
  Score: Raw -780480.571318 + Penalty 2964.632522 = -777515.938796
  nChanged 15
		SP:Iteration 20F (19247.600000 sec): 3 clusters
  Score: Raw -780484.114563 + Penalty 2964.632522 = -777519.482041
  nChanged 11
		SP:Iteration 21Q (19247.750000 sec): 3 clusters
  Score: Raw -780486.912910 + Penalty 2964.632522 = -777522.280388
  nChanged 7
		SP:Iteration 22Q (19247.890000 sec): 3 clusters
  Score: Raw -780488.714687 + Penalty 2964.632522 = -777524.082166
  nChanged 8
		SP:Iteration 23Q (19248.040000 sec): 3 clusters
  Score: Raw -780491.051275 + Penalty 2964.632522 = -777526.418753
  nChanged 9
		SP:Iteration 24Q (19248.190000 sec): 3 clusters
  Score: Raw -780493.731946 + Penalty 2964.632522 = -777529.099425
  nChanged 8
		SP:Iteration 25Q (19248.330000 sec): 3 clusters
  Score: Raw -780495.444125 + Penalty 2964.632522 = -777530.811604
  nChanged 4
		SP:Iteration 26Q (19248.480000 sec): 3 clusters
  Score: Raw -780496.803919 + Penalty 2964.632522 = -777532.171397
  nChanged 4
		SP:Iteration 27Q (19248.630000 sec): 3 clusters
  Score: Raw -780497.660528 + Penalty 2964.632522 = -777533.028006
  nChanged 2
		SP:Iteration 28Q (19248.770000 sec): 3 clusters
  Score: Raw -780498.117338 + Penalty 2964.632522 = -777533.484816
  nChanged 1
		SP:Iteration 29Q (19248.920000 sec): 3 clusters
  Score: Raw -780498.396060 + Penalty 2964.632522 = -777533.763538
  nChanged 1
		SP:Iteration 30Q (19249.060000 sec): 3 clusters
  Score: Raw -780498.705677 + Penalty 2964.632522 = -777534.073155
  nChanged 1
		SP:Iteration 31Q (19249.210000 sec): 3 clusters
  Score: Raw -780498.997180 + Penalty 2964.632522 = -777534.364658
  nChanged 1
		SP:Iteration 32Q (19249.350000 sec): 3 clusters
  Score: Raw -780499.127123 + Penalty 2964.632522 = -777534.494602
  nChanged 2
		SP:Iteration 33Q (19249.500000 sec): 3 clusters
  Score: Raw -780499.376881 + Penalty 2964.632522 = -777534.744359
  nChanged 1
		SP:Iteration 34Q (19249.650000 sec): 3 clusters
  Score: Raw -780499.500329 + Penalty 2964.632522 = -777534.867807
  nChanged 0
		SP:Iteration 35F (19249.790000 sec): 3 clusters
  Score: Raw -780499.500329 + Penalty 2964.632522 = -777534.867807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 57 (875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19249.840000 sec): 2 clusters
  Score: Raw -60229.837332 + Penalty 1100.811382 = -59129.025951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19249.970000 sec): 3 clusters
  Score: Raw -59986.002565 + Penalty 2201.622763 = -57784.379802
  nChanged 255
		SP:Iteration 1F (19250.100000 sec): 3 clusters
  Score: Raw -60288.040438 + Penalty 2201.622763 = -58086.417675
  nChanged 81
		SP:Iteration 2F (19250.330000 sec): 3 clusters
  Score: Raw -60495.063860 + Penalty 2201.622763 = -58293.441097
  nChanged 63
		SP:Iteration 3F (19250.550000 sec): 3 clusters
  Score: Raw -60595.523989 + Penalty 2201.622763 = -58393.901226
  nChanged 37
		SP:Iteration 4Q (19250.780000 sec): 3 clusters
  Score: Raw -60644.654095 + Penalty 2201.622763 = -58443.031332
  nChanged 23
		SP:Iteration 5Q (19250.970000 sec): 3 clusters
  Score: Raw -60681.706628 + Penalty 2201.622763 = -58480.083864
  nChanged 12
		SP:Iteration 6Q (19251.150000 sec): 3 clusters
  Score: Raw -60701.529495 + Penalty 2201.622763 = -58499.906732
  nChanged 16
		SP:Iteration 7Q (19251.400000 sec): 3 clusters
  Score: Raw -60733.023619 + Penalty 2201.622763 = -58531.400856
  nChanged 16
		SP:Iteration 8Q (19251.540000 sec): 3 clusters
  Score: Raw -60750.582976 + Penalty 2201.622763 = -58548.960213
  nChanged 7
		SP:Iteration 9Q (19251.750000 sec): 3 clusters
  Score: Raw -60765.452778 + Penalty 2201.622763 = -58563.830015
  nChanged 5
		SP:Iteration 10Q (19251.960000 sec): 3 clusters
  Score: Raw -60770.349212 + Penalty 2201.622763 = -58568.726449
  nChanged 2
		SP:Iteration 11Q (19252.110000 sec): 3 clusters
  Score: Raw -60773.084657 + Penalty 2201.622763 = -58571.461894
  nChanged 2
		SP:Iteration 12Q (19252.250000 sec): 3 clusters
  Score: Raw -60775.372819 + Penalty 2201.622763 = -58573.750056
  nChanged 1
		SP:Iteration 13Q (19252.450000 sec): 3 clusters
  Score: Raw -60776.176348 + Penalty 2201.622763 = -58574.553585
  nChanged 0
		SP:Iteration 14F (19252.590000 sec): 3 clusters
  Score: Raw -60776.176348 + Penalty 2201.622763 = -58574.553585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 58 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19252.730000 sec): 2 clusters
  Score: Raw -344295.898477 + Penalty 1370.388369 = -342925.510108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19252.900000 sec): 3 clusters
  Score: Raw -341928.091646 + Penalty 2740.776739 = -339187.314907
  nChanged 1867
		SP:Iteration 1F (19253.070000 sec): 3 clusters
  Score: Raw -343039.435036 + Penalty 2740.776739 = -340298.658297
  nChanged 396
		SP:Iteration 2F (19253.230000 sec): 3 clusters
  Score: Raw -343336.243487 + Penalty 2740.776739 = -340595.466749
  nChanged 327
		SP:Iteration 3F (19253.430000 sec): 3 clusters
  Score: Raw -343569.705547 + Penalty 2740.776739 = -340828.928809
  nChanged 270
		SP:Iteration 4F (19253.650000 sec): 3 clusters
  Score: Raw -343762.439526 + Penalty 2740.776739 = -341021.662788
  nChanged 213
		SP:Iteration 5Q (19253.850000 sec): 3 clusters
  Score: Raw -343907.815246 + Penalty 2740.776739 = -341167.038507
  nChanged 198
		SP:Iteration 6Q (19254.050000 sec): 3 clusters
  Score: Raw -344027.788637 + Penalty 2740.776739 = -341287.011898
  nChanged 158
		SP:Iteration 7Q (19254.300000 sec): 3 clusters
  Score: Raw -344110.097929 + Penalty 2740.776739 = -341369.321190
  nChanged 114
		SP:Iteration 8Q (19254.510000 sec): 3 clusters
  Score: Raw -344168.199469 + Penalty 2740.776739 = -341427.422730
  nChanged 99
		SP:Iteration 9Q (19254.730000 sec): 3 clusters
  Score: Raw -344213.458606 + Penalty 2740.776739 = -341472.681867
  nChanged 70
		SP:Iteration 10Q (19254.890000 sec): 3 clusters
  Score: Raw -344239.869836 + Penalty 2740.776739 = -341499.093098
  nChanged 50
		SP:Iteration 11Q (19255.070000 sec): 3 clusters
  Score: Raw -344258.364254 + Penalty 2740.776739 = -341517.587515
  nChanged 47
		SP:Iteration 12Q (19255.240000 sec): 3 clusters
  Score: Raw -344272.817603 + Penalty 2740.776739 = -341532.040864
  nChanged 31
		SP:Iteration 13Q (19255.410000 sec): 3 clusters
  Score: Raw -344281.500191 + Penalty 2740.776739 = -341540.723452
  nChanged 28
		SP:Iteration 14Q (19255.600000 sec): 3 clusters
  Score: Raw -344287.697220 + Penalty 2740.776739 = -341546.920481
  nChanged 22
		SP:Iteration 15Q (19255.780000 sec): 3 clusters
  Score: Raw -344291.607897 + Penalty 2740.776739 = -341550.831159
  nChanged 15
		SP:Iteration 16Q (19256.000000 sec): 3 clusters
  Score: Raw -344295.957429 + Penalty 2740.776739 = -341555.180691
  nChanged 22
		SP:Iteration 17Q (19256.200000 sec): 3 clusters
  Score: Raw -344302.088303 + Penalty 2740.776739 = -341561.311564
  nChanged 25
		SP:Iteration 18Q (19256.360000 sec): 3 clusters
  Score: Raw -344308.559536 + Penalty 2740.776739 = -341567.782798
  nChanged 25
		SP:Iteration 19Q (19256.560000 sec): 3 clusters
  Score: Raw -344314.740040 + Penalty 2740.776739 = -341573.963301
  nChanged 25
		SP:Iteration 20F (19256.730000 sec): 3 clusters
  Score: Raw -344324.577261 + Penalty 2740.776739 = -341583.800522
  nChanged 26
		SP:Iteration 21Q (19256.950000 sec): 3 clusters
  Score: Raw -344330.870007 + Penalty 2740.776739 = -341590.093269
  nChanged 15
		SP:Iteration 22Q (19257.140000 sec): 3 clusters
  Score: Raw -344333.647978 + Penalty 2740.776739 = -341592.871240
  nChanged 10
		SP:Iteration 23Q (19257.360000 sec): 3 clusters
  Score: Raw -344335.684740 + Penalty 2740.776739 = -341594.908001
  nChanged 13
		SP:Iteration 24Q (19257.540000 sec): 3 clusters
  Score: Raw -344338.410946 + Penalty 2740.776739 = -341597.634207
  nChanged 14
		SP:Iteration 25Q (19257.730000 sec): 3 clusters
  Score: Raw -344342.255999 + Penalty 2740.776739 = -341601.479260
  nChanged 16
		SP:Iteration 26Q (19257.990000 sec): 3 clusters
  Score: Raw -344346.940511 + Penalty 2740.776739 = -341606.163772
  nChanged 19
		SP:Iteration 27Q (19258.200000 sec): 3 clusters
  Score: Raw -344352.213028 + Penalty 2740.776739 = -341611.436290
  nChanged 11
		SP:Iteration 28Q (19258.410000 sec): 3 clusters
  Score: Raw -344354.412034 + Penalty 2740.776739 = -341613.635295
  nChanged 9
		SP:Iteration 29Q (19258.640000 sec): 3 clusters
  Score: Raw -344356.103508 + Penalty 2740.776739 = -341615.326769
  nChanged 8
		SP:Iteration 30Q (19258.880000 sec): 3 clusters
  Score: Raw -344359.003708 + Penalty 2740.776739 = -341618.226969
  nChanged 12
		SP:Iteration 31Q (19259.060000 sec): 3 clusters
  Score: Raw -344362.903853 + Penalty 2740.776739 = -341622.127114
  nChanged 16
		SP:Iteration 32Q (19259.240000 sec): 3 clusters
  Score: Raw -344367.207758 + Penalty 2740.776739 = -341626.431020
  nChanged 16
		SP:Iteration 33Q (19259.500000 sec): 3 clusters
  Score: Raw -344374.355561 + Penalty 2740.776739 = -341633.578822
  nChanged 20
		SP:Iteration 34Q (19259.670000 sec): 3 clusters
  Score: Raw -344381.936536 + Penalty 2740.776739 = -341641.159797
  nChanged 21
		SP:Iteration 35Q (19259.900000 sec): 3 clusters
  Score: Raw -344387.834758 + Penalty 2740.776739 = -341647.058019
  nChanged 13
		SP:Iteration 36Q (19260.110000 sec): 3 clusters
  Score: Raw -344391.611327 + Penalty 2740.776739 = -341650.834589
  nChanged 17
		SP:Iteration 37Q (19260.280000 sec): 3 clusters
  Score: Raw -344397.027196 + Penalty 2740.776739 = -341656.250457
  nChanged 20
		SP:Iteration 38Q (19260.490000 sec): 3 clusters
  Score: Raw -344404.524357 + Penalty 2740.776739 = -341663.747618
  nChanged 17
		SP:Iteration 39Q (19260.700000 sec): 3 clusters
  Score: Raw -344409.732130 + Penalty 2740.776739 = -341668.955391
  nChanged 17
		SP:Iteration 40F (19260.910000 sec): 3 clusters
  Score: Raw -344414.180027 + Penalty 2740.776739 = -341673.403288
  nChanged 20
		SP:Iteration 41Q (19261.150000 sec): 3 clusters
  Score: Raw -344421.510561 + Penalty 2740.776739 = -341680.733823
  nChanged 18
		SP:Iteration 42Q (19261.320000 sec): 3 clusters
  Score: Raw -344427.508472 + Penalty 2740.776739 = -341686.731734
  nChanged 23
		SP:Iteration 43Q (19261.510000 sec): 3 clusters
  Score: Raw -344435.565199 + Penalty 2740.776739 = -341694.788460
  nChanged 18
		SP:Iteration 44Q (19261.740000 sec): 3 clusters
  Score: Raw -344443.799721 + Penalty 2740.776739 = -341703.022982
  nChanged 28
		SP:Iteration 45Q (19261.920000 sec): 3 clusters
  Score: Raw -344453.401407 + Penalty 2740.776739 = -341712.624668
  nChanged 20
		SP:Iteration 46Q (19262.130000 sec): 3 clusters
  Score: Raw -344460.109971 + Penalty 2740.776739 = -341719.333232
  nChanged 16
		SP:Iteration 47Q (19262.310000 sec): 3 clusters
  Score: Raw -344465.285077 + Penalty 2740.776739 = -341724.508338
  nChanged 10
		SP:Iteration 48Q (19262.550000 sec): 3 clusters
  Score: Raw -344468.465232 + Penalty 2740.776739 = -341727.688493
  nChanged 10
		SP:Iteration 49Q (19262.760000 sec): 3 clusters
  Score: Raw -344470.667938 + Penalty 2740.776739 = -341729.891199
  nChanged 9
		SP:Iteration 50Q (19262.940000 sec): 3 clusters
  Score: Raw -344473.334098 + Penalty 2740.776739 = -341732.557360
  nChanged 15
		SP:Iteration 51Q (19263.150000 sec): 3 clusters
  Score: Raw -344478.591694 + Penalty 2740.776739 = -341737.814955
  nChanged 28
		SP:Iteration 52Q (19263.350000 sec): 3 clusters
  Score: Raw -344489.511479 + Penalty 2740.776739 = -341748.734740
  nChanged 31
		SP:Iteration 53Q (19263.490000 sec): 3 clusters
  Score: Raw -344500.360853 + Penalty 2740.776739 = -341759.584115
  nChanged 26
		SP:Iteration 54Q (19263.700000 sec): 3 clusters
  Score: Raw -344508.683940 + Penalty 2740.776739 = -341767.907201
  nChanged 26
		SP:Iteration 55Q (19263.950000 sec): 3 clusters
  Score: Raw -344518.129726 + Penalty 2740.776739 = -341777.352987
  nChanged 32
		SP:Iteration 56Q (19264.140000 sec): 3 clusters
  Score: Raw -344529.932233 + Penalty 2740.776739 = -341789.155494
  nChanged 34
		SP:Iteration 57Q (19264.340000 sec): 3 clusters
  Score: Raw -344546.228713 + Penalty 2740.776739 = -341805.451975
  nChanged 38
		SP:Iteration 58Q (19264.540000 sec): 3 clusters
  Score: Raw -344562.439269 + Penalty 2740.776739 = -341821.662530
  nChanged 32
		SP:Iteration 59Q (19264.740000 sec): 3 clusters
  Score: Raw -344574.267044 + Penalty 2740.776739 = -341833.490306
  nChanged 26
		SP:Iteration 60F (19264.890000 sec): 3 clusters
  Score: Raw -344583.248971 + Penalty 2740.776739 = -341842.472232
  nChanged 24
		SP:Iteration 61Q (19265.090000 sec): 3 clusters
  Score: Raw -344595.816349 + Penalty 2740.776739 = -341855.039611
  nChanged 23
		SP:Iteration 62Q (19265.230000 sec): 3 clusters
  Score: Raw -344607.894218 + Penalty 2740.776739 = -341867.117479
  nChanged 25
		SP:Iteration 63Q (19265.420000 sec): 3 clusters
  Score: Raw -344617.769778 + Penalty 2740.776739 = -341876.993040
  nChanged 33
		SP:Iteration 64Q (19265.630000 sec): 3 clusters
  Score: Raw -344633.002921 + Penalty 2740.776739 = -341892.226182
  nChanged 25
		SP:Iteration 65Q (19265.790000 sec): 3 clusters
  Score: Raw -344643.918335 + Penalty 2740.776739 = -341903.141596
  nChanged 18
		SP:Iteration 66Q (19265.920000 sec): 3 clusters
  Score: Raw -344649.889006 + Penalty 2740.776739 = -341909.112267
  nChanged 9
		SP:Iteration 67Q (19266.110000 sec): 3 clusters
  Score: Raw -344652.269865 + Penalty 2740.776739 = -341911.493127
  nChanged 9
		SP:Iteration 68Q (19266.310000 sec): 3 clusters
  Score: Raw -344656.894289 + Penalty 2740.776739 = -341916.117550
  nChanged 10
		SP:Iteration 69Q (19266.450000 sec): 3 clusters
  Score: Raw -344661.974300 + Penalty 2740.776739 = -341921.197562
  nChanged 12
		SP:Iteration 70Q (19266.620000 sec): 3 clusters
  Score: Raw -344666.991694 + Penalty 2740.776739 = -341926.214956
  nChanged 16
		SP:Iteration 71Q (19266.840000 sec): 3 clusters
  Score: Raw -344672.835011 + Penalty 2740.776739 = -341932.058273
  nChanged 12
		SP:Iteration 72Q (19267.020000 sec): 3 clusters
  Score: Raw -344678.355547 + Penalty 2740.776739 = -341937.578809
  nChanged 16
		SP:Iteration 73Q (19267.210000 sec): 3 clusters
  Score: Raw -344685.969177 + Penalty 2740.776739 = -341945.192438
  nChanged 18
		SP:Iteration 74Q (19267.430000 sec): 3 clusters
  Score: Raw -344696.686619 + Penalty 2740.776739 = -341955.909880
  nChanged 20
		SP:Iteration 75Q (19267.640000 sec): 3 clusters
  Score: Raw -344708.246800 + Penalty 2740.776739 = -341967.470061
  nChanged 14
		SP:Iteration 76Q (19267.850000 sec): 3 clusters
  Score: Raw -344714.713340 + Penalty 2740.776739 = -341973.936601
  nChanged 16
		SP:Iteration 77Q (19268.040000 sec): 3 clusters
  Score: Raw -344721.435819 + Penalty 2740.776739 = -341980.659081
  nChanged 14
		SP:Iteration 78Q (19268.210000 sec): 3 clusters
  Score: Raw -344727.049210 + Penalty 2740.776739 = -341986.272471
  nChanged 11
		SP:Iteration 79Q (19268.440000 sec): 3 clusters
  Score: Raw -344731.978093 + Penalty 2740.776739 = -341991.201354
  nChanged 9
		SP:Iteration 80F (19268.680000 sec): 3 clusters
  Score: Raw -344736.497983 + Penalty 2740.776739 = -341995.721245
  nChanged 14
		SP:Iteration 81Q (19268.870000 sec): 3 clusters
  Score: Raw -344744.197130 + Penalty 2740.776739 = -342003.420391
  nChanged 9
		SP:Iteration 82Q (19269.060000 sec): 3 clusters
  Score: Raw -344750.269657 + Penalty 2740.776739 = -342009.492918
  nChanged 10
		SP:Iteration 83Q (19269.260000 sec): 3 clusters
  Score: Raw -344755.788535 + Penalty 2740.776739 = -342015.011797
  nChanged 9
		SP:Iteration 84Q (19269.500000 sec): 3 clusters
  Score: Raw -344761.187824 + Penalty 2740.776739 = -342020.411086
  nChanged 9
		SP:Iteration 85Q (19269.700000 sec): 3 clusters
  Score: Raw -344764.751096 + Penalty 2740.776739 = -342023.974357
  nChanged 4
		SP:Iteration 86Q (19269.940000 sec): 3 clusters
  Score: Raw -344765.470130 + Penalty 2740.776739 = -342024.693391
  nChanged 3
		SP:Iteration 87Q (19270.120000 sec): 3 clusters
  Score: Raw -344766.145814 + Penalty 2740.776739 = -342025.369075
  nChanged 3
		SP:Iteration 88Q (19270.280000 sec): 3 clusters
  Score: Raw -344767.582827 + Penalty 2740.776739 = -342026.806089
  nChanged 8
		SP:Iteration 89Q (19270.500000 sec): 3 clusters
  Score: Raw -344771.176631 + Penalty 2740.776739 = -342030.399892
  nChanged 6
		SP:Iteration 90Q (19270.660000 sec): 3 clusters
  Score: Raw -344774.382459 + Penalty 2740.776739 = -342033.605720
  nChanged 7
		SP:Iteration 91Q (19270.860000 sec): 3 clusters
  Score: Raw -344778.537093 + Penalty 2740.776739 = -342037.760354
  nChanged 4
		SP:Iteration 92Q (19271.120000 sec): 3 clusters
  Score: Raw -344783.942653 + Penalty 2740.776739 = -342043.165914
  nChanged 9
		SP:Iteration 93Q (19271.310000 sec): 3 clusters
  Score: Raw -344789.448084 + Penalty 2740.776739 = -342048.671346
  nChanged 6
		SP:Iteration 94Q (19271.480000 sec): 3 clusters
  Score: Raw -344793.015090 + Penalty 2740.776739 = -342052.238351
  nChanged 4
		SP:Iteration 95Q (19271.690000 sec): 3 clusters
  Score: Raw -344796.005915 + Penalty 2740.776739 = -342055.229177
  nChanged 8
		SP:Iteration 96Q (19271.850000 sec): 3 clusters
  Score: Raw -344799.971501 + Penalty 2740.776739 = -342059.194763
  nChanged 4
		SP:Iteration 97Q (19272.010000 sec): 3 clusters
  Score: Raw -344802.482929 + Penalty 2740.776739 = -342061.706190
  nChanged 0
		SP:Iteration 98F (19272.190000 sec): 3 clusters
  Score: Raw -344802.482929 + Penalty 2740.776739 = -342061.706190
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 59 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19272.260000 sec): 2 clusters
  Score: Raw -17330.156450 + Penalty 877.201439 = -16452.955011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19272.420000 sec): 3 clusters
  Score: Raw -17393.067169 + Penalty 1754.402878 = -15638.664291
  nChanged 22
		SP:Iteration 1F (19272.610000 sec): 3 clusters
  Score: Raw -17447.436876 + Penalty 1754.402878 = -15693.033998
  nChanged 6
		SP:Iteration 2Q (19272.760000 sec): 3 clusters
  Score: Raw -17474.602723 + Penalty 1754.402878 = -15720.199845
  nChanged 3
		SP:Iteration 3Q (19272.940000 sec): 3 clusters
  Score: Raw -17480.377966 + Penalty 1754.402878 = -15725.975088
  nChanged 0
		SP:Iteration 4F (19273.120000 sec): 3 clusters
  Score: Raw -17480.377966 + Penalty 1754.402878 = -15725.975088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 60 (3705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19273.200000 sec): 2 clusters
  Score: Raw -288199.272189 + Penalty 1335.333762 = -286863.938427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19273.420000 sec): 3 clusters
  Score: Raw -286390.048153 + Penalty 2670.667525 = -283719.380629
  nChanged 1460
		SP:Iteration 1F (19273.630000 sec): 3 clusters
  Score: Raw -287267.484886 + Penalty 2670.667525 = -284596.817361
  nChanged 306
		SP:Iteration 2F (19273.820000 sec): 3 clusters
  Score: Raw -287480.196583 + Penalty 2670.667525 = -284809.529058
  nChanged 204
		SP:Iteration 3F (19274.030000 sec): 3 clusters
  Score: Raw -287604.227737 + Penalty 2670.667525 = -284933.560212
  nChanged 162
		SP:Iteration 4Q (19274.180000 sec): 3 clusters
  Score: Raw -287706.312282 + Penalty 2670.667525 = -285035.644757
  nChanged 130
		SP:Iteration 5Q (19274.360000 sec): 3 clusters
  Score: Raw -287770.726505 + Penalty 2670.667525 = -285100.058980
  nChanged 89
		SP:Iteration 6Q (19274.540000 sec): 3 clusters
  Score: Raw -287817.141425 + Penalty 2670.667525 = -285146.473900
  nChanged 82
		SP:Iteration 7Q (19274.750000 sec): 3 clusters
  Score: Raw -287858.528949 + Penalty 2670.667525 = -285187.861424
  nChanged 63
		SP:Iteration 8Q (19274.900000 sec): 3 clusters
  Score: Raw -287895.469360 + Penalty 2670.667525 = -285224.801835
  nChanged 78
		SP:Iteration 9Q (19275.080000 sec): 3 clusters
  Score: Raw -287940.313115 + Penalty 2670.667525 = -285269.645590
  nChanged 65
		SP:Iteration 10Q (19275.200000 sec): 3 clusters
  Score: Raw -287976.080843 + Penalty 2670.667525 = -285305.413318
  nChanged 66
		SP:Iteration 11Q (19275.380000 sec): 3 clusters
  Score: Raw -288009.235398 + Penalty 2670.667525 = -285338.567873
  nChanged 60
		SP:Iteration 12Q (19275.550000 sec): 3 clusters
  Score: Raw -288040.056527 + Penalty 2670.667525 = -285369.389002
  nChanged 68
		SP:Iteration 13Q (19275.710000 sec): 3 clusters
  Score: Raw -288077.048072 + Penalty 2670.667525 = -285406.380548
  nChanged 53
		SP:Iteration 14Q (19275.870000 sec): 3 clusters
  Score: Raw -288107.794551 + Penalty 2670.667525 = -285437.127026
  nChanged 58
		SP:Iteration 15Q (19276.020000 sec): 3 clusters
  Score: Raw -288136.455379 + Penalty 2670.667525 = -285465.787855
  nChanged 50
		SP:Iteration 16Q (19276.200000 sec): 3 clusters
  Score: Raw -288160.515474 + Penalty 2670.667525 = -285489.847949
  nChanged 39
		SP:Iteration 17Q (19276.440000 sec): 3 clusters
  Score: Raw -288176.795062 + Penalty 2670.667525 = -285506.127537
  nChanged 30
		SP:Iteration 18Q (19276.630000 sec): 3 clusters
  Score: Raw -288192.178911 + Penalty 2670.667525 = -285521.511386
  nChanged 34
		SP:Iteration 19Q (19276.850000 sec): 3 clusters
  Score: Raw -288204.801693 + Penalty 2670.667525 = -285534.134168
  nChanged 34
		SP:Iteration 20F (19277.090000 sec): 3 clusters
  Score: Raw -288222.119284 + Penalty 2670.667525 = -285551.451759
  nChanged 33
		SP:Iteration 21Q (19277.300000 sec): 3 clusters
  Score: Raw -288238.059022 + Penalty 2670.667525 = -285567.391498
  nChanged 29
		SP:Iteration 22Q (19277.470000 sec): 3 clusters
  Score: Raw -288248.910297 + Penalty 2670.667525 = -285578.242773
  nChanged 23
		SP:Iteration 23Q (19277.680000 sec): 3 clusters
  Score: Raw -288258.519226 + Penalty 2670.667525 = -285587.851701
  nChanged 17
		SP:Iteration 24Q (19277.900000 sec): 3 clusters
  Score: Raw -288265.758274 + Penalty 2670.667525 = -285595.090749
  nChanged 15
		SP:Iteration 25Q (19278.130000 sec): 3 clusters
  Score: Raw -288271.822320 + Penalty 2670.667525 = -285601.154795
  nChanged 16
		SP:Iteration 26Q (19278.290000 sec): 3 clusters
  Score: Raw -288278.656746 + Penalty 2670.667525 = -285607.989222
  nChanged 20
		SP:Iteration 27Q (19278.520000 sec): 3 clusters
  Score: Raw -288286.285549 + Penalty 2670.667525 = -285615.618024
  nChanged 20
		SP:Iteration 28Q (19278.650000 sec): 3 clusters
  Score: Raw -288293.787611 + Penalty 2670.667525 = -285623.120086
  nChanged 11
		SP:Iteration 29Q (19278.860000 sec): 3 clusters
  Score: Raw -288297.976605 + Penalty 2670.667525 = -285627.309080
  nChanged 9
		SP:Iteration 30Q (19279.090000 sec): 3 clusters
  Score: Raw -288301.360360 + Penalty 2670.667525 = -285630.692835
  nChanged 10
		SP:Iteration 31Q (19279.320000 sec): 3 clusters
  Score: Raw -288304.289249 + Penalty 2670.667525 = -285633.621724
  nChanged 7
		SP:Iteration 32Q (19279.450000 sec): 3 clusters
  Score: Raw -288306.670772 + Penalty 2670.667525 = -285636.003247
  nChanged 4
		SP:Iteration 33Q (19279.650000 sec): 3 clusters
  Score: Raw -288307.453859 + Penalty 2670.667525 = -285636.786335
  nChanged 2
		SP:Iteration 34Q (19279.840000 sec): 3 clusters
  Score: Raw -288308.046372 + Penalty 2670.667525 = -285637.378848
  nChanged 2
		SP:Iteration 35Q (19280.050000 sec): 3 clusters
  Score: Raw -288308.587542 + Penalty 2670.667525 = -285637.920017
  nChanged 2
		SP:Iteration 36Q (19280.280000 sec): 3 clusters
  Score: Raw -288309.332330 + Penalty 2670.667525 = -285638.664805
  nChanged 0
		SP:Iteration 37F (19280.490000 sec): 3 clusters
  Score: Raw -288309.332330 + Penalty 2670.667525 = -285638.664805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 61 (2863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19280.610000 sec): 2 clusters
  Score: Raw -210686.825625 + Penalty 1293.439112 = -209393.386513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19280.760000 sec): 3 clusters
  Score: Raw -209339.814864 + Penalty 2586.878224 = -206752.936640
  nChanged 1052
		SP:Iteration 1F (19280.940000 sec): 3 clusters
  Score: Raw -210096.042355 + Penalty 2586.878224 = -207509.164130
  nChanged 258
		SP:Iteration 2F (19281.100000 sec): 3 clusters
  Score: Raw -210277.797695 + Penalty 2586.878224 = -207690.919471
  nChanged 156
		SP:Iteration 3F (19281.280000 sec): 3 clusters
  Score: Raw -210405.201799 + Penalty 2586.878224 = -207818.323575
  nChanged 142
		SP:Iteration 4Q (19281.490000 sec): 3 clusters
  Score: Raw -210530.154762 + Penalty 2586.878224 = -207943.276538
  nChanged 133
		SP:Iteration 5Q (19281.650000 sec): 3 clusters
  Score: Raw -210659.232459 + Penalty 2586.878224 = -208072.354234
  nChanged 108
		SP:Iteration 6Q (19281.830000 sec): 3 clusters
  Score: Raw -210751.773776 + Penalty 2586.878224 = -208164.895552
  nChanged 86
		SP:Iteration 7Q (19282.000000 sec): 3 clusters
  Score: Raw -210813.307617 + Penalty 2586.878224 = -208226.429393
  nChanged 75
		SP:Iteration 8Q (19282.220000 sec): 3 clusters
  Score: Raw -210860.700118 + Penalty 2586.878224 = -208273.821894
  nChanged 51
		SP:Iteration 9Q (19282.380000 sec): 3 clusters
  Score: Raw -210886.403418 + Penalty 2586.878224 = -208299.525194
  nChanged 43
		SP:Iteration 10Q (19282.540000 sec): 3 clusters
  Score: Raw -210916.320969 + Penalty 2586.878224 = -208329.442745
  nChanged 42
		SP:Iteration 11Q (19282.760000 sec): 3 clusters
  Score: Raw -210939.266173 + Penalty 2586.878224 = -208352.387949
  nChanged 33
		SP:Iteration 12Q (19282.920000 sec): 3 clusters
  Score: Raw -210955.754242 + Penalty 2586.878224 = -208368.876018
  nChanged 32
		SP:Iteration 13Q (19283.110000 sec): 3 clusters
  Score: Raw -210973.436842 + Penalty 2586.878224 = -208386.558618
  nChanged 24
		SP:Iteration 14Q (19283.280000 sec): 3 clusters
  Score: Raw -210987.396970 + Penalty 2586.878224 = -208400.518746
  nChanged 27
		SP:Iteration 15Q (19283.480000 sec): 3 clusters
  Score: Raw -211003.462163 + Penalty 2586.878224 = -208416.583939
  nChanged 26
		SP:Iteration 16Q (19283.650000 sec): 3 clusters
  Score: Raw -211021.203751 + Penalty 2586.878224 = -208434.325527
  nChanged 18
		SP:Iteration 17Q (19283.810000 sec): 3 clusters
  Score: Raw -211029.112604 + Penalty 2586.878224 = -208442.234380
  nChanged 14
		SP:Iteration 18Q (19284.020000 sec): 3 clusters
  Score: Raw -211034.197227 + Penalty 2586.878224 = -208447.319003
  nChanged 8
		SP:Iteration 19Q (19284.180000 sec): 3 clusters
  Score: Raw -211036.840396 + Penalty 2586.878224 = -208449.962172
  nChanged 7
		SP:Iteration 20F (19284.360000 sec): 3 clusters
  Score: Raw -211039.236853 + Penalty 2586.878224 = -208452.358628
  nChanged 4
		SP:Iteration 21Q (19284.510000 sec): 3 clusters
  Score: Raw -211041.138825 + Penalty 2586.878224 = -208454.260601
  nChanged 3
		SP:Iteration 22Q (19284.700000 sec): 3 clusters
  Score: Raw -211042.521840 + Penalty 2586.878224 = -208455.643615
  nChanged 2
		SP:Iteration 23Q (19284.860000 sec): 3 clusters
  Score: Raw -211043.123002 + Penalty 2586.878224 = -208456.244778
  nChanged 1
		SP:Iteration 24Q (19285.030000 sec): 3 clusters
  Score: Raw -211044.489821 + Penalty 2586.878224 = -208457.611597
  nChanged 5
		SP:Iteration 25Q (19285.240000 sec): 3 clusters
  Score: Raw -211046.879319 + Penalty 2586.878224 = -208460.001094
  nChanged 5
		SP:Iteration 26Q (19285.400000 sec): 3 clusters
  Score: Raw -211048.687445 + Penalty 2586.878224 = -208461.809221
  nChanged 4
		SP:Iteration 27Q (19285.600000 sec): 3 clusters
  Score: Raw -211049.550737 + Penalty 2586.878224 = -208462.672513
  nChanged 2
		SP:Iteration 28Q (19285.720000 sec): 3 clusters
  Score: Raw -211050.335261 + Penalty 2586.878224 = -208463.457037
  nChanged 2
		SP:Iteration 29Q (19285.950000 sec): 3 clusters
  Score: Raw -211051.384786 + Penalty 2586.878224 = -208464.506562
  nChanged 4
		SP:Iteration 30Q (19286.160000 sec): 3 clusters
  Score: Raw -211052.241651 + Penalty 2586.878224 = -208465.363427
  nChanged 5
		SP:Iteration 31Q (19286.330000 sec): 3 clusters
  Score: Raw -211055.503619 + Penalty 2586.878224 = -208468.625395
  nChanged 7
		SP:Iteration 32Q (19286.490000 sec): 3 clusters
  Score: Raw -211060.978331 + Penalty 2586.878224 = -208474.100107
  nChanged 8
		SP:Iteration 33Q (19286.660000 sec): 3 clusters
  Score: Raw -211064.168461 + Penalty 2586.878224 = -208477.290237
  nChanged 8
		SP:Iteration 34Q (19286.820000 sec): 3 clusters
  Score: Raw -211070.013627 + Penalty 2586.878224 = -208483.135402
  nChanged 8
		SP:Iteration 35Q (19286.980000 sec): 3 clusters
  Score: Raw -211072.399186 + Penalty 2586.878224 = -208485.520962
  nChanged 3
		SP:Iteration 36Q (19287.140000 sec): 3 clusters
  Score: Raw -211073.915957 + Penalty 2586.878224 = -208487.037733
  nChanged 6
		SP:Iteration 37Q (19287.320000 sec): 3 clusters
  Score: Raw -211076.510143 + Penalty 2586.878224 = -208489.631919
  nChanged 3
		SP:Iteration 38Q (19287.550000 sec): 3 clusters
  Score: Raw -211078.063575 + Penalty 2586.878224 = -208491.185351
  nChanged 1
		SP:Iteration 39Q (19287.720000 sec): 3 clusters
  Score: Raw -211078.417455 + Penalty 2586.878224 = -208491.539231
  nChanged 1
		SP:Iteration 40F (19287.910000 sec): 3 clusters
  Score: Raw -211078.537447 + Penalty 2586.878224 = -208491.659222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 62 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19288.040000 sec): 2 clusters
  Score: Raw -31311.926691 + Penalty 961.382835 = -30350.543856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19288.210000 sec): 3 clusters
  Score: Raw -31334.411821 + Penalty 1922.765670 = -29411.646151
  nChanged 71
		SP:Iteration 1F (19288.440000 sec): 3 clusters
  Score: Raw -31446.348547 + Penalty 1922.765670 = -29523.582877
  nChanged 13
		SP:Iteration 2Q (19288.620000 sec): 3 clusters
  Score: Raw -31478.782462 + Penalty 1922.765670 = -29556.016792
  nChanged 5
		SP:Iteration 3Q (19288.780000 sec): 3 clusters
  Score: Raw -31499.826259 + Penalty 1922.765670 = -29577.060588
  nChanged 4
		SP:Iteration 4Q (19288.950000 sec): 3 clusters
  Score: Raw -31504.572352 + Penalty 1922.765670 = -29581.806682
  nChanged 2
		SP:Iteration 5Q (19289.160000 sec): 3 clusters
  Score: Raw -31506.547107 + Penalty 1922.765670 = -29583.781437
  nChanged 1
		SP:Iteration 6Q (19289.300000 sec): 3 clusters
  Score: Raw -31510.745249 + Penalty 1922.765670 = -29587.979578
  nChanged 2
		SP:Iteration 7Q (19289.530000 sec): 3 clusters
  Score: Raw -31515.175102 + Penalty 1922.765670 = -29592.409431
  nChanged 2
		SP:Iteration 8Q (19289.690000 sec): 3 clusters
  Score: Raw -31520.044678 + Penalty 1922.765670 = -29597.279008
  nChanged 1
		SP:Iteration 9Q (19289.840000 sec): 3 clusters
  Score: Raw -31520.451751 + Penalty 1922.765670 = -29597.686081
  nChanged 0
		SP:Iteration 10F (19290.020000 sec): 3 clusters
  Score: Raw -31520.451751 + Penalty 1922.765670 = -29597.686081
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 63 (652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19290.080000 sec): 2 clusters
  Score: Raw -53224.388817 + Penalty 1053.007241 = -52171.381576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19290.250000 sec): 3 clusters
  Score: Raw -53111.838995 + Penalty 2106.014483 = -51005.824512
  nChanged 185
		SP:Iteration 1F (19290.460000 sec): 3 clusters
  Score: Raw -53352.324642 + Penalty 2106.014483 = -51246.310160
  nChanged 49
		SP:Iteration 2F (19290.630000 sec): 3 clusters
  Score: Raw -53432.443535 + Penalty 2106.014483 = -51326.429052
  nChanged 20
		SP:Iteration 3Q (19290.820000 sec): 3 clusters
  Score: Raw -53460.350892 + Penalty 2106.014483 = -51354.336409
  nChanged 12
		SP:Iteration 4Q (19291.020000 sec): 3 clusters
  Score: Raw -53472.516146 + Penalty 2106.014483 = -51366.501663
  nChanged 11
		SP:Iteration 5Q (19291.200000 sec): 3 clusters
  Score: Raw -53486.869110 + Penalty 2106.014483 = -51380.854627
  nChanged 12
		SP:Iteration 6Q (19291.420000 sec): 3 clusters
  Score: Raw -53501.066050 + Penalty 2106.014483 = -51395.051567
  nChanged 5
		SP:Iteration 7Q (19291.580000 sec): 3 clusters
  Score: Raw -53505.345311 + Penalty 2106.014483 = -51399.330828
  nChanged 5
		SP:Iteration 8Q (19291.760000 sec): 3 clusters
  Score: Raw -53513.016260 + Penalty 2106.014483 = -51407.001777
  nChanged 6
		SP:Iteration 9Q (19291.940000 sec): 3 clusters
  Score: Raw -53519.159974 + Penalty 2106.014483 = -51413.145492
  nChanged 6
		SP:Iteration 10Q (19292.130000 sec): 3 clusters
  Score: Raw -53528.998298 + Penalty 2106.014483 = -51422.983816
  nChanged 6
		SP:Iteration 11Q (19292.320000 sec): 3 clusters
  Score: Raw -53538.330276 + Penalty 2106.014483 = -51432.315794
  nChanged 5
		SP:Iteration 12Q (19292.520000 sec): 3 clusters
  Score: Raw -53543.958561 + Penalty 2106.014483 = -51437.944079
  nChanged 2
		SP:Iteration 13Q (19292.690000 sec): 3 clusters
  Score: Raw -53545.774078 + Penalty 2106.014483 = -51439.759595
  nChanged 3
		SP:Iteration 14Q (19292.910000 sec): 3 clusters
  Score: Raw -53550.011038 + Penalty 2106.014483 = -51443.996555
  nChanged 1
		SP:Iteration 15Q (19293.110000 sec): 3 clusters
  Score: Raw -53551.722306 + Penalty 2106.014483 = -51445.707823
  nChanged 3
		SP:Iteration 16Q (19293.300000 sec): 3 clusters
  Score: Raw -53554.336788 + Penalty 2106.014483 = -51448.322306
  nChanged 1
		SP:Iteration 17Q (19293.470000 sec): 3 clusters
  Score: Raw -53554.869550 + Penalty 2106.014483 = -51448.855067
  nChanged 0
		SP:Iteration 18F (19293.640000 sec): 3 clusters
  Score: Raw -53554.869550 + Penalty 2106.014483 = -51448.855067
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 64 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19293.780000 sec): 2 clusters
  Score: Raw -190064.802157 + Penalty 1263.072316 = -188801.729841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19293.970000 sec): 3 clusters
  Score: Raw -188995.756910 + Penalty 2526.144633 = -186469.612277
  nChanged 874
		SP:Iteration 1F (19294.140000 sec): 3 clusters
  Score: Raw -189479.983453 + Penalty 2526.144633 = -186953.838820
  nChanged 186
		SP:Iteration 2F (19294.320000 sec): 3 clusters
  Score: Raw -189613.348492 + Penalty 2526.144633 = -187087.203859
  nChanged 113
		SP:Iteration 3Q (19294.480000 sec): 3 clusters
  Score: Raw -189681.340848 + Penalty 2526.144633 = -187155.196215
  nChanged 85
		SP:Iteration 4Q (19294.640000 sec): 3 clusters
  Score: Raw -189730.517009 + Penalty 2526.144633 = -187204.372376
  nChanged 55
		SP:Iteration 5Q (19294.800000 sec): 3 clusters
  Score: Raw -189763.067991 + Penalty 2526.144633 = -187236.923358
  nChanged 55
		SP:Iteration 6Q (19294.970000 sec): 3 clusters
  Score: Raw -189788.849484 + Penalty 2526.144633 = -187262.704851
  nChanged 50
		SP:Iteration 7Q (19295.170000 sec): 3 clusters
  Score: Raw -189809.659719 + Penalty 2526.144633 = -187283.515086
  nChanged 32
		SP:Iteration 8Q (19295.350000 sec): 3 clusters
  Score: Raw -189825.704301 + Penalty 2526.144633 = -187299.559668
  nChanged 37
		SP:Iteration 9Q (19295.510000 sec): 3 clusters
  Score: Raw -189841.494709 + Penalty 2526.144633 = -187315.350076
  nChanged 28
		SP:Iteration 10Q (19295.700000 sec): 3 clusters
  Score: Raw -189850.903514 + Penalty 2526.144633 = -187324.758881
  nChanged 20
		SP:Iteration 11Q (19295.900000 sec): 3 clusters
  Score: Raw -189856.243220 + Penalty 2526.144633 = -187330.098587
  nChanged 15
		SP:Iteration 12Q (19296.070000 sec): 3 clusters
  Score: Raw -189862.259449 + Penalty 2526.144633 = -187336.114816
  nChanged 18
		SP:Iteration 13Q (19296.250000 sec): 3 clusters
  Score: Raw -189871.494013 + Penalty 2526.144633 = -187345.349381
  nChanged 18
		SP:Iteration 14Q (19296.410000 sec): 3 clusters
  Score: Raw -189881.200039 + Penalty 2526.144633 = -187355.055406
  nChanged 32
		SP:Iteration 15Q (19296.620000 sec): 3 clusters
  Score: Raw -189895.008377 + Penalty 2526.144633 = -187368.863744
  nChanged 25
		SP:Iteration 16Q (19296.800000 sec): 3 clusters
  Score: Raw -189905.547729 + Penalty 2526.144633 = -187379.403097
  nChanged 17
		SP:Iteration 17Q (19296.980000 sec): 3 clusters
  Score: Raw -189913.426186 + Penalty 2526.144633 = -187387.281553
  nChanged 17
		SP:Iteration 18Q (19297.130000 sec): 3 clusters
  Score: Raw -189920.172222 + Penalty 2526.144633 = -187394.027589
  nChanged 20
		SP:Iteration 19Q (19297.340000 sec): 3 clusters
  Score: Raw -189929.144981 + Penalty 2526.144633 = -187403.000348
  nChanged 27
		SP:Iteration 20F (19297.530000 sec): 3 clusters
  Score: Raw -189939.997748 + Penalty 2526.144633 = -187413.853116
  nChanged 25
		SP:Iteration 21Q (19297.710000 sec): 3 clusters
  Score: Raw -189950.895196 + Penalty 2526.144633 = -187424.750563
  nChanged 31
		SP:Iteration 22Q (19297.880000 sec): 3 clusters
  Score: Raw -189965.044887 + Penalty 2526.144633 = -187438.900254
  nChanged 29
		SP:Iteration 23Q (19298.060000 sec): 3 clusters
  Score: Raw -189981.147235 + Penalty 2526.144633 = -187455.002603
  nChanged 31
		SP:Iteration 24Q (19298.240000 sec): 3 clusters
  Score: Raw -189996.456915 + Penalty 2526.144633 = -187470.312283
  nChanged 25
		SP:Iteration 25Q (19298.420000 sec): 3 clusters
  Score: Raw -190007.053370 + Penalty 2526.144633 = -187480.908737
  nChanged 30
		SP:Iteration 26Q (19298.590000 sec): 3 clusters
  Score: Raw -190019.141110 + Penalty 2526.144633 = -187492.996478
  nChanged 24
		SP:Iteration 27Q (19298.790000 sec): 3 clusters
  Score: Raw -190032.286306 + Penalty 2526.144633 = -187506.141673
  nChanged 25
		SP:Iteration 28Q (19298.980000 sec): 3 clusters
  Score: Raw -190044.516367 + Penalty 2526.144633 = -187518.371735
  nChanged 23
		SP:Iteration 29Q (19299.140000 sec): 3 clusters
  Score: Raw -190055.547510 + Penalty 2526.144633 = -187529.402877
  nChanged 22
		SP:Iteration 30Q (19299.360000 sec): 3 clusters
  Score: Raw -190066.584594 + Penalty 2526.144633 = -187540.439961
  nChanged 29
		SP:Iteration 31Q (19299.500000 sec): 3 clusters
  Score: Raw -190081.389186 + Penalty 2526.144633 = -187555.244553
  nChanged 21
		SP:Iteration 32Q (19299.700000 sec): 3 clusters
  Score: Raw -190092.828658 + Penalty 2526.144633 = -187566.684025
  nChanged 14
		SP:Iteration 33Q (19299.890000 sec): 3 clusters
  Score: Raw -190101.878670 + Penalty 2526.144633 = -187575.734037
  nChanged 16
		SP:Iteration 34Q (19300.020000 sec): 3 clusters
  Score: Raw -190111.187719 + Penalty 2526.144633 = -187585.043086
  nChanged 9
		SP:Iteration 35Q (19300.230000 sec): 3 clusters
  Score: Raw -190116.491710 + Penalty 2526.144633 = -187590.347077
  nChanged 13
		SP:Iteration 36Q (19300.350000 sec): 3 clusters
  Score: Raw -190122.505140 + Penalty 2526.144633 = -187596.360507
  nChanged 8
		SP:Iteration 37Q (19300.520000 sec): 3 clusters
  Score: Raw -190126.437083 + Penalty 2526.144633 = -187600.292450
  nChanged 10
		SP:Iteration 38Q (19300.700000 sec): 3 clusters
  Score: Raw -190131.390360 + Penalty 2526.144633 = -187605.245727
  nChanged 5
		SP:Iteration 39Q (19300.840000 sec): 3 clusters
  Score: Raw -190133.027318 + Penalty 2526.144633 = -187606.882685
  nChanged 5
		SP:Iteration 40F (19301.030000 sec): 3 clusters
  Score: Raw -190134.738199 + Penalty 2526.144633 = -187608.593566
  nChanged 6
		SP:Iteration 41Q (19301.240000 sec): 3 clusters
  Score: Raw -190137.942024 + Penalty 2526.144633 = -187611.797391
  nChanged 4
		SP:Iteration 42Q (19301.420000 sec): 3 clusters
  Score: Raw -190139.153317 + Penalty 2526.144633 = -187613.008684
  nChanged 4
		SP:Iteration 43Q (19301.580000 sec): 3 clusters
  Score: Raw -190141.102419 + Penalty 2526.144633 = -187614.957786
  nChanged 4
		SP:Iteration 44Q (19301.740000 sec): 3 clusters
  Score: Raw -190142.829456 + Penalty 2526.144633 = -187616.684823
  nChanged 6
		SP:Iteration 45Q (19301.920000 sec): 3 clusters
  Score: Raw -190145.840346 + Penalty 2526.144633 = -187619.695713
  nChanged 6
		SP:Iteration 46Q (19302.110000 sec): 3 clusters
  Score: Raw -190148.830667 + Penalty 2526.144633 = -187622.686034
  nChanged 6
		SP:Iteration 47Q (19302.270000 sec): 3 clusters
  Score: Raw -190150.668621 + Penalty 2526.144633 = -187624.523988
  nChanged 2
		SP:Iteration 48Q (19302.490000 sec): 3 clusters
  Score: Raw -190150.957077 + Penalty 2526.144633 = -187624.812444
  nChanged 0
		SP:Iteration 49F (19302.690000 sec): 3 clusters
  Score: Raw -190150.957077 + Penalty 2526.144633 = -187624.812444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 65 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19302.810000 sec): 2 clusters
  Score: Raw -113685.748686 + Penalty 1196.635944 = -112489.112742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19302.970000 sec): 3 clusters
  Score: Raw -113067.936104 + Penalty 2393.271888 = -110674.664216
  nChanged 530
		SP:Iteration 1F (19303.150000 sec): 3 clusters
  Score: Raw -113518.647074 + Penalty 2393.271888 = -111125.375186
  nChanged 132
		SP:Iteration 2F (19303.330000 sec): 3 clusters
  Score: Raw -113666.816845 + Penalty 2393.271888 = -111273.544957
  nChanged 92
		SP:Iteration 3F (19303.510000 sec): 3 clusters
  Score: Raw -113776.968305 + Penalty 2393.271888 = -111383.696417
  nChanged 88
		SP:Iteration 4F (19303.750000 sec): 3 clusters
  Score: Raw -113890.941369 + Penalty 2393.271888 = -111497.669481
  nChanged 74
		SP:Iteration 5Q (19303.890000 sec): 3 clusters
  Score: Raw -113981.931025 + Penalty 2393.271888 = -111588.659137
  nChanged 58
		SP:Iteration 6Q (19304.050000 sec): 3 clusters
  Score: Raw -114038.588198 + Penalty 2393.271888 = -111645.316310
  nChanged 39
		SP:Iteration 7Q (19304.200000 sec): 3 clusters
  Score: Raw -114064.060048 + Penalty 2393.271888 = -111670.788160
  nChanged 28
		SP:Iteration 8Q (19304.400000 sec): 3 clusters
  Score: Raw -114088.187862 + Penalty 2393.271888 = -111694.915974
  nChanged 27
		SP:Iteration 9Q (19304.550000 sec): 3 clusters
  Score: Raw -114109.790944 + Penalty 2393.271888 = -111716.519056
  nChanged 16
		SP:Iteration 10Q (19304.740000 sec): 3 clusters
  Score: Raw -114124.110829 + Penalty 2393.271888 = -111730.838941
  nChanged 13
		SP:Iteration 11Q (19304.920000 sec): 3 clusters
  Score: Raw -114137.202665 + Penalty 2393.271888 = -111743.930777
  nChanged 17
		SP:Iteration 12Q (19305.070000 sec): 3 clusters
  Score: Raw -114154.747561 + Penalty 2393.271888 = -111761.475673
  nChanged 15
		SP:Iteration 13Q (19305.270000 sec): 3 clusters
  Score: Raw -114167.570859 + Penalty 2393.271888 = -111774.298971
  nChanged 9
		SP:Iteration 14Q (19305.380000 sec): 3 clusters
  Score: Raw -114173.257578 + Penalty 2393.271888 = -111779.985690
  nChanged 11
		SP:Iteration 15Q (19305.540000 sec): 3 clusters
  Score: Raw -114180.251823 + Penalty 2393.271888 = -111786.979935
  nChanged 7
		SP:Iteration 16Q (19305.710000 sec): 3 clusters
  Score: Raw -114185.464975 + Penalty 2393.271888 = -111792.193087
  nChanged 6
		SP:Iteration 17Q (19305.890000 sec): 3 clusters
  Score: Raw -114189.292753 + Penalty 2393.271888 = -111796.020865
  nChanged 4
		SP:Iteration 18Q (19306.050000 sec): 3 clusters
  Score: Raw -114193.897000 + Penalty 2393.271888 = -111800.625112
  nChanged 6
		SP:Iteration 19Q (19306.230000 sec): 3 clusters
  Score: Raw -114195.733240 + Penalty 2393.271888 = -111802.461352
  nChanged 2
		SP:Iteration 20F (19306.390000 sec): 3 clusters
  Score: Raw -114197.631883 + Penalty 2393.271888 = -111804.359995
  nChanged 4
		SP:Iteration 21Q (19306.510000 sec): 3 clusters
  Score: Raw -114200.110107 + Penalty 2393.271888 = -111806.838219
  nChanged 4
		SP:Iteration 22Q (19306.710000 sec): 3 clusters
  Score: Raw -114204.086654 + Penalty 2393.271888 = -111810.814766
  nChanged 8
		SP:Iteration 23Q (19306.890000 sec): 3 clusters
  Score: Raw -114211.869547 + Penalty 2393.271888 = -111818.597659
  nChanged 8
		SP:Iteration 24Q (19307.020000 sec): 3 clusters
  Score: Raw -114216.686813 + Penalty 2393.271888 = -111823.414925
  nChanged 5
		SP:Iteration 25Q (19307.170000 sec): 3 clusters
  Score: Raw -114227.049689 + Penalty 2393.271888 = -111833.777801
  nChanged 12
		SP:Iteration 26Q (19307.320000 sec): 3 clusters
  Score: Raw -114245.862042 + Penalty 2393.271888 = -111852.590154
  nChanged 10
		SP:Iteration 27Q (19307.430000 sec): 3 clusters
  Score: Raw -114249.180360 + Penalty 2393.271888 = -111855.908472
  nChanged 3
		SP:Iteration 28Q (19307.630000 sec): 3 clusters
  Score: Raw -114250.309827 + Penalty 2393.271888 = -111857.037939
  nChanged 2
		SP:Iteration 29Q (19307.850000 sec): 3 clusters
  Score: Raw -114250.953414 + Penalty 2393.271888 = -111857.681526
  nChanged 2
		SP:Iteration 30Q (19308.000000 sec): 3 clusters
  Score: Raw -114252.057693 + Penalty 2393.271888 = -111858.785805
  nChanged 2
		SP:Iteration 31Q (19308.210000 sec): 3 clusters
  Score: Raw -114253.732171 + Penalty 2393.271888 = -111860.460283
  nChanged 2
		SP:Iteration 32Q (19308.380000 sec): 3 clusters
  Score: Raw -114254.658968 + Penalty 2393.271888 = -111861.387080
  nChanged 1
		SP:Iteration 33Q (19308.520000 sec): 3 clusters
  Score: Raw -114255.090262 + Penalty 2393.271888 = -111861.818374
  nChanged 0
		SP:Iteration 34F (19308.670000 sec): 3 clusters
  Score: Raw -114255.090262 + Penalty 2393.271888 = -111861.818374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 66 (3755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19308.760000 sec): 2 clusters
  Score: Raw -307655.628598 + Penalty 1337.512079 = -306318.116519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19308.910000 sec): 3 clusters
  Score: Raw -305868.776749 + Penalty 2675.024158 = -303193.752591
  nChanged 1406
		SP:Iteration 1F (19309.070000 sec): 3 clusters
  Score: Raw -306731.505408 + Penalty 2675.024158 = -304056.481250
  nChanged 335
		SP:Iteration 2F (19309.240000 sec): 3 clusters
  Score: Raw -306965.932053 + Penalty 2675.024158 = -304290.907895
  nChanged 268
		SP:Iteration 3F (19309.420000 sec): 3 clusters
  Score: Raw -307171.639489 + Penalty 2675.024158 = -304496.615331
  nChanged 244
		SP:Iteration 4F (19309.600000 sec): 3 clusters
  Score: Raw -307364.782542 + Penalty 2675.024158 = -304689.758383
  nChanged 211
		SP:Iteration 5F (19309.770000 sec): 3 clusters
  Score: Raw -307532.361728 + Penalty 2675.024158 = -304857.337570
  nChanged 170
		SP:Iteration 6Q (19309.980000 sec): 3 clusters
  Score: Raw -307655.445091 + Penalty 2675.024158 = -304980.420933
  nChanged 130
		SP:Iteration 7Q (19310.170000 sec): 3 clusters
  Score: Raw -307750.664583 + Penalty 2675.024158 = -305075.640425
  nChanged 106
		SP:Iteration 8Q (19310.340000 sec): 3 clusters
  Score: Raw -307829.259552 + Penalty 2675.024158 = -305154.235394
  nChanged 94
		SP:Iteration 9Q (19310.520000 sec): 3 clusters
  Score: Raw -307900.744037 + Penalty 2675.024158 = -305225.719879
  nChanged 79
		SP:Iteration 10Q (19310.730000 sec): 3 clusters
  Score: Raw -307957.232927 + Penalty 2675.024158 = -305282.208769
  nChanged 74
		SP:Iteration 11Q (19310.880000 sec): 3 clusters
  Score: Raw -308019.299556 + Penalty 2675.024158 = -305344.275397
  nChanged 73
		SP:Iteration 12Q (19311.070000 sec): 3 clusters
  Score: Raw -308091.844267 + Penalty 2675.024158 = -305416.820109
  nChanged 73
		SP:Iteration 13Q (19311.250000 sec): 3 clusters
  Score: Raw -308158.955826 + Penalty 2675.024158 = -305483.931667
  nChanged 59
		SP:Iteration 14Q (19311.450000 sec): 3 clusters
  Score: Raw -308208.798813 + Penalty 2675.024158 = -305533.774654
  nChanged 52
		SP:Iteration 15Q (19311.620000 sec): 3 clusters
  Score: Raw -308250.860938 + Penalty 2675.024158 = -305575.836779
  nChanged 39
		SP:Iteration 16Q (19311.780000 sec): 3 clusters
  Score: Raw -308277.775718 + Penalty 2675.024158 = -305602.751560
  nChanged 35
		SP:Iteration 17Q (19312.000000 sec): 3 clusters
  Score: Raw -308308.877628 + Penalty 2675.024158 = -305633.853469
  nChanged 37
		SP:Iteration 18Q (19312.210000 sec): 3 clusters
  Score: Raw -308333.244600 + Penalty 2675.024158 = -305658.220442
  nChanged 22
		SP:Iteration 19Q (19312.360000 sec): 3 clusters
  Score: Raw -308346.893791 + Penalty 2675.024158 = -305671.869633
  nChanged 28
		SP:Iteration 20F (19312.540000 sec): 3 clusters
  Score: Raw -308365.494899 + Penalty 2675.024158 = -305690.470741
  nChanged 17
		SP:Iteration 21Q (19312.740000 sec): 3 clusters
  Score: Raw -308375.717632 + Penalty 2675.024158 = -305700.693474
  nChanged 15
		SP:Iteration 22Q (19312.930000 sec): 3 clusters
  Score: Raw -308388.874163 + Penalty 2675.024158 = -305713.850005
  nChanged 16
		SP:Iteration 23Q (19313.100000 sec): 3 clusters
  Score: Raw -308404.034060 + Penalty 2675.024158 = -305729.009902
  nChanged 20
		SP:Iteration 24Q (19313.300000 sec): 3 clusters
  Score: Raw -308425.597811 + Penalty 2675.024158 = -305750.573653
  nChanged 19
		SP:Iteration 25Q (19313.480000 sec): 3 clusters
  Score: Raw -308446.927103 + Penalty 2675.024158 = -305771.902944
  nChanged 28
		SP:Iteration 26Q (19313.630000 sec): 3 clusters
  Score: Raw -308462.428998 + Penalty 2675.024158 = -305787.404840
  nChanged 11
		SP:Iteration 27Q (19313.860000 sec): 3 clusters
  Score: Raw -308467.580004 + Penalty 2675.024158 = -305792.555846
  nChanged 7
		SP:Iteration 28Q (19314.010000 sec): 3 clusters
  Score: Raw -308470.175185 + Penalty 2675.024158 = -305795.151026
  nChanged 1
		SP:Iteration 29Q (19314.210000 sec): 3 clusters
  Score: Raw -308470.613448 + Penalty 2675.024158 = -305795.589290
  nChanged 1
		SP:Iteration 30Q (19314.400000 sec): 3 clusters
  Score: Raw -308471.307676 + Penalty 2675.024158 = -305796.283518
  nChanged 2
		SP:Iteration 31Q (19314.590000 sec): 3 clusters
  Score: Raw -308472.931925 + Penalty 2675.024158 = -305797.907767
  nChanged 0
		SP:Iteration 32F (19314.780000 sec): 3 clusters
  Score: Raw -308472.931925 + Penalty 2675.024158 = -305797.907767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 67 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19314.900000 sec): 2 clusters
  Score: Raw -177559.021907 + Penalty 1278.715649 = -176280.306258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19315.080000 sec): 3 clusters
  Score: Raw -176370.704757 + Penalty 2557.431297 = -173813.273459
  nChanged 945
		SP:Iteration 1F (19315.270000 sec): 3 clusters
  Score: Raw -177016.437980 + Penalty 2557.431297 = -174459.006683
  nChanged 246
		SP:Iteration 2F (19315.420000 sec): 3 clusters
  Score: Raw -177244.378006 + Penalty 2557.431297 = -174686.946709
  nChanged 189
		SP:Iteration 3F (19315.630000 sec): 3 clusters
  Score: Raw -177433.454042 + Penalty 2557.431297 = -174876.022745
  nChanged 143
		SP:Iteration 4F (19315.800000 sec): 3 clusters
  Score: Raw -177554.025811 + Penalty 2557.431297 = -174996.594514
  nChanged 113
		SP:Iteration 5Q (19315.970000 sec): 3 clusters
  Score: Raw -177636.190519 + Penalty 2557.431297 = -175078.759221
  nChanged 78
		SP:Iteration 6Q (19316.120000 sec): 3 clusters
  Score: Raw -177691.529522 + Penalty 2557.431297 = -175134.098224
  nChanged 64
		SP:Iteration 7Q (19316.270000 sec): 3 clusters
  Score: Raw -177737.841740 + Penalty 2557.431297 = -175180.410443
  nChanged 55
		SP:Iteration 8Q (19316.440000 sec): 3 clusters
  Score: Raw -177774.160454 + Penalty 2557.431297 = -175216.729157
  nChanged 49
		SP:Iteration 9Q (19316.580000 sec): 3 clusters
  Score: Raw -177805.538309 + Penalty 2557.431297 = -175248.107012
  nChanged 34
		SP:Iteration 10Q (19316.760000 sec): 3 clusters
  Score: Raw -177826.223406 + Penalty 2557.431297 = -175268.792109
  nChanged 30
		SP:Iteration 11Q (19316.930000 sec): 3 clusters
  Score: Raw -177843.466512 + Penalty 2557.431297 = -175286.035214
  nChanged 26
		SP:Iteration 12Q (19317.120000 sec): 3 clusters
  Score: Raw -177861.345733 + Penalty 2557.431297 = -175303.914436
  nChanged 23
		SP:Iteration 13Q (19317.310000 sec): 3 clusters
  Score: Raw -177873.343931 + Penalty 2557.431297 = -175315.912634
  nChanged 17
		SP:Iteration 14Q (19317.480000 sec): 3 clusters
  Score: Raw -177881.803469 + Penalty 2557.431297 = -175324.372172
  nChanged 19
		SP:Iteration 15Q (19317.700000 sec): 3 clusters
  Score: Raw -177892.912424 + Penalty 2557.431297 = -175335.481127
  nChanged 18
		SP:Iteration 16Q (19317.850000 sec): 3 clusters
  Score: Raw -177906.616727 + Penalty 2557.431297 = -175349.185430
  nChanged 25
		SP:Iteration 17Q (19317.980000 sec): 3 clusters
  Score: Raw -177929.425962 + Penalty 2557.431297 = -175371.994665
  nChanged 26
		SP:Iteration 18Q (19318.170000 sec): 3 clusters
  Score: Raw -177950.133620 + Penalty 2557.431297 = -175392.702323
  nChanged 31
		SP:Iteration 19Q (19318.390000 sec): 3 clusters
  Score: Raw -177978.824122 + Penalty 2557.431297 = -175421.392825
  nChanged 30
		SP:Iteration 20F (19318.560000 sec): 3 clusters
  Score: Raw -177998.243338 + Penalty 2557.431297 = -175440.812041
  nChanged 15
		SP:Iteration 21Q (19318.780000 sec): 3 clusters
  Score: Raw -178005.892400 + Penalty 2557.431297 = -175448.461103
  nChanged 12
		SP:Iteration 22Q (19318.970000 sec): 3 clusters
  Score: Raw -178010.971777 + Penalty 2557.431297 = -175453.540480
  nChanged 8
		SP:Iteration 23Q (19319.150000 sec): 3 clusters
  Score: Raw -178017.626833 + Penalty 2557.431297 = -175460.195536
  nChanged 17
		SP:Iteration 24Q (19319.390000 sec): 3 clusters
  Score: Raw -178033.314571 + Penalty 2557.431297 = -175475.883273
  nChanged 16
		SP:Iteration 25Q (19319.570000 sec): 3 clusters
  Score: Raw -178046.197725 + Penalty 2557.431297 = -175488.766427
  nChanged 22
		SP:Iteration 26Q (19319.710000 sec): 3 clusters
  Score: Raw -178058.079297 + Penalty 2557.431297 = -175500.647999
  nChanged 18
		SP:Iteration 27Q (19319.910000 sec): 3 clusters
  Score: Raw -178070.132973 + Penalty 2557.431297 = -175512.701675
  nChanged 13
		SP:Iteration 28Q (19320.120000 sec): 3 clusters
  Score: Raw -178079.054646 + Penalty 2557.431297 = -175521.623349
  nChanged 9
		SP:Iteration 29Q (19320.290000 sec): 3 clusters
  Score: Raw -178085.475876 + Penalty 2557.431297 = -175528.044579
  nChanged 9
		SP:Iteration 30Q (19320.490000 sec): 3 clusters
  Score: Raw -178090.212848 + Penalty 2557.431297 = -175532.781551
  nChanged 8
		SP:Iteration 31Q (19320.710000 sec): 3 clusters
  Score: Raw -178094.850383 + Penalty 2557.431297 = -175537.419085
  nChanged 4
		SP:Iteration 32Q (19320.890000 sec): 3 clusters
  Score: Raw -178097.086399 + Penalty 2557.431297 = -175539.655102
  nChanged 3
		SP:Iteration 33Q (19321.080000 sec): 3 clusters
  Score: Raw -178098.304205 + Penalty 2557.431297 = -175540.872908
  nChanged 4
		SP:Iteration 34Q (19321.230000 sec): 3 clusters
  Score: Raw -178100.089457 + Penalty 2557.431297 = -175542.658159
  nChanged 1
		SP:Iteration 35Q (19321.410000 sec): 3 clusters
  Score: Raw -178100.713716 + Penalty 2557.431297 = -175543.282418
  nChanged 2
		SP:Iteration 36Q (19321.610000 sec): 3 clusters
  Score: Raw -178101.139713 + Penalty 2557.431297 = -175543.708415
  nChanged 1
		SP:Iteration 37Q (19321.800000 sec): 3 clusters
  Score: Raw -178101.319786 + Penalty 2557.431297 = -175543.888488
  nChanged 0
		SP:Iteration 38F (19322.030000 sec): 3 clusters
  Score: Raw -178101.319786 + Penalty 2557.431297 = -175543.888488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 68 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19322.150000 sec): 2 clusters
  Score: Raw -167982.102912 + Penalty 1241.598122 = -166740.504790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19322.350000 sec): 3 clusters
  Score: Raw -167104.561564 + Penalty 2483.196244 = -164621.365320
  nChanged 722
		SP:Iteration 1F (19322.570000 sec): 3 clusters
  Score: Raw -167668.360466 + Penalty 2483.196244 = -165185.164222
  nChanged 193
		SP:Iteration 2F (19322.750000 sec): 3 clusters
  Score: Raw -167884.718510 + Penalty 2483.196244 = -165401.522267
  nChanged 130
		SP:Iteration 3F (19322.910000 sec): 3 clusters
  Score: Raw -168042.264818 + Penalty 2483.196244 = -165559.068575
  nChanged 108
		SP:Iteration 4F (19323.110000 sec): 3 clusters
  Score: Raw -168143.610706 + Penalty 2483.196244 = -165660.414462
  nChanged 86
		SP:Iteration 5Q (19323.310000 sec): 3 clusters
  Score: Raw -168211.330235 + Penalty 2483.196244 = -165728.133991
  nChanged 66
		SP:Iteration 6Q (19323.510000 sec): 3 clusters
  Score: Raw -168255.402613 + Penalty 2483.196244 = -165772.206369
  nChanged 54
		SP:Iteration 7Q (19323.670000 sec): 3 clusters
  Score: Raw -168290.725966 + Penalty 2483.196244 = -165807.529723
  nChanged 48
		SP:Iteration 8Q (19323.850000 sec): 3 clusters
  Score: Raw -168326.281995 + Penalty 2483.196244 = -165843.085751
  nChanged 39
		SP:Iteration 9Q (19324.060000 sec): 3 clusters
  Score: Raw -168350.961067 + Penalty 2483.196244 = -165867.764824
  nChanged 26
		SP:Iteration 10Q (19324.280000 sec): 3 clusters
  Score: Raw -168364.975841 + Penalty 2483.196244 = -165881.779598
  nChanged 23
		SP:Iteration 11Q (19324.460000 sec): 3 clusters
  Score: Raw -168378.118551 + Penalty 2483.196244 = -165894.922308
  nChanged 20
		SP:Iteration 12Q (19324.590000 sec): 3 clusters
  Score: Raw -168387.172637 + Penalty 2483.196244 = -165903.976393
  nChanged 15
		SP:Iteration 13Q (19324.800000 sec): 3 clusters
  Score: Raw -168393.212205 + Penalty 2483.196244 = -165910.015962
  nChanged 11
		SP:Iteration 14Q (19324.910000 sec): 3 clusters
  Score: Raw -168401.805360 + Penalty 2483.196244 = -165918.609117
  nChanged 11
		SP:Iteration 15Q (19325.070000 sec): 3 clusters
  Score: Raw -168408.418705 + Penalty 2483.196244 = -165925.222461
  nChanged 7
		SP:Iteration 16Q (19325.230000 sec): 3 clusters
  Score: Raw -168412.299584 + Penalty 2483.196244 = -165929.103341
  nChanged 1
		SP:Iteration 17Q (19325.410000 sec): 3 clusters
  Score: Raw -168412.641084 + Penalty 2483.196244 = -165929.444840
  nChanged 0
		SP:Iteration 18F (19325.590000 sec): 3 clusters
  Score: Raw -168412.641084 + Penalty 2483.196244 = -165929.444840
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 69 (762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19325.680000 sec): 2 clusters
  Score: Raw -44835.749536 + Penalty 1078.341315 = -43757.408221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19325.860000 sec): 3 clusters
  Score: Raw -44683.841924 + Penalty 2156.682631 = -42527.159293
  nChanged 222
		SP:Iteration 1F (19326.070000 sec): 3 clusters
  Score: Raw -45003.095462 + Penalty 2156.682631 = -42846.412831
  nChanged 67
		SP:Iteration 2F (19326.270000 sec): 3 clusters
  Score: Raw -45137.449489 + Penalty 2156.682631 = -42980.766858
  nChanged 45
		SP:Iteration 3F (19326.460000 sec): 3 clusters
  Score: Raw -45206.047853 + Penalty 2156.682631 = -43049.365222
  nChanged 36
		SP:Iteration 4Q (19326.640000 sec): 3 clusters
  Score: Raw -45257.769730 + Penalty 2156.682631 = -43101.087099
  nChanged 23
		SP:Iteration 5Q (19326.850000 sec): 3 clusters
  Score: Raw -45296.474581 + Penalty 2156.682631 = -43139.791950
  nChanged 19
		SP:Iteration 6Q (19327.010000 sec): 3 clusters
  Score: Raw -45323.818553 + Penalty 2156.682631 = -43167.135922
  nChanged 15
		SP:Iteration 7Q (19327.180000 sec): 3 clusters
  Score: Raw -45348.601628 + Penalty 2156.682631 = -43191.918998
  nChanged 9
		SP:Iteration 8Q (19327.340000 sec): 3 clusters
  Score: Raw -45364.350737 + Penalty 2156.682631 = -43207.668106
  nChanged 8
		SP:Iteration 9Q (19327.530000 sec): 3 clusters
  Score: Raw -45378.602189 + Penalty 2156.682631 = -43221.919558
  nChanged 9
		SP:Iteration 10Q (19327.690000 sec): 3 clusters
  Score: Raw -45399.630718 + Penalty 2156.682631 = -43242.948088
  nChanged 7
		SP:Iteration 11Q (19327.850000 sec): 3 clusters
  Score: Raw -45408.179523 + Penalty 2156.682631 = -43251.496892
  nChanged 5
		SP:Iteration 12Q (19328.030000 sec): 3 clusters
  Score: Raw -45413.495315 + Penalty 2156.682631 = -43256.812684
  nChanged 2
		SP:Iteration 13Q (19328.210000 sec): 3 clusters
  Score: Raw -45415.897321 + Penalty 2156.682631 = -43259.214691
  nChanged 1
		SP:Iteration 14Q (19328.440000 sec): 3 clusters
  Score: Raw -45417.508317 + Penalty 2156.682631 = -43260.825686
  nChanged 1
		SP:Iteration 15Q (19328.610000 sec): 3 clusters
  Score: Raw -45419.564420 + Penalty 2156.682631 = -43262.881790
  nChanged 0
		SP:Iteration 16F (19328.750000 sec): 3 clusters
  Score: Raw -45419.564420 + Penalty 2156.682631 = -43262.881790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 70 (33779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19329.040000 sec): 2 clusters
  Score: Raw -2908513.241180 + Penalty 1694.484120 = -2906818.757060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19329.390000 sec): 3 clusters
  Score: Raw -2887670.250024 + Penalty 3388.968241 = -2884281.281784
  nChanged 15615
		SP:Iteration 1F (19329.750000 sec): 3 clusters
  Score: Raw -2896399.360875 + Penalty 3388.968241 = -2893010.392634
  nChanged 1457
		SP:Iteration 2Q (19330.160000 sec): 3 clusters
  Score: Raw -2896850.805676 + Penalty 3388.968241 = -2893461.837436
  nChanged 1403
		SP:Iteration 3Q (19330.550000 sec): 3 clusters
  Score: Raw -2897325.469548 + Penalty 3388.968241 = -2893936.501307
  nChanged 1396
		SP:Iteration 4Q (19330.920000 sec): 3 clusters
  Score: Raw -2897848.397590 + Penalty 3388.968241 = -2894459.429350
  nChanged 1467
		SP:Iteration 5Q (19331.300000 sec): 3 clusters
  Score: Raw -2898509.603747 + Penalty 3388.968241 = -2895120.635506
  nChanged 1588
		SP:Iteration 6Q (19331.670000 sec): 3 clusters
  Score: Raw -2899365.567311 + Penalty 3388.968241 = -2895976.599070
  nChanged 1753
		SP:Iteration 7F (19331.980000 sec): 3 clusters
  Score: Raw -2900475.241294 + Penalty 3388.968241 = -2897086.273053
  nChanged 1884
		SP:Iteration 8F (19332.320000 sec): 3 clusters
  Score: Raw -2901724.430256 + Penalty 3388.968241 = -2898335.462015
  nChanged 1768
		SP:Iteration 9F (19332.690000 sec): 3 clusters
  Score: Raw -2902927.294900 + Penalty 3388.968241 = -2899538.326659
  nChanged 1632
		SP:Iteration 10Q (19333.070000 sec): 3 clusters
  Score: Raw -2904014.180523 + Penalty 3388.968241 = -2900625.212283
  nChanged 1408
		SP:Iteration 11Q (19333.410000 sec): 3 clusters
  Score: Raw -2904888.595868 + Penalty 3388.968241 = -2901499.627628
  nChanged 1197
		SP:Iteration 12Q (19333.800000 sec): 3 clusters
  Score: Raw -2905571.577704 + Penalty 3388.968241 = -2902182.609463
  nChanged 1084
		SP:Iteration 13Q (19334.130000 sec): 3 clusters
  Score: Raw -2906185.457353 + Penalty 3388.968241 = -2902796.489112
  nChanged 971
		SP:Iteration 14Q (19334.550000 sec): 3 clusters
  Score: Raw -2906704.869281 + Penalty 3388.968241 = -2903315.901040
  nChanged 845
		SP:Iteration 15Q (19334.970000 sec): 3 clusters
  Score: Raw -2907131.552114 + Penalty 3388.968241 = -2903742.583874
  nChanged 715
		SP:Iteration 16Q (19335.320000 sec): 3 clusters
  Score: Raw -2907503.303406 + Penalty 3388.968241 = -2904114.335165
  nChanged 636
		SP:Iteration 17Q (19335.670000 sec): 3 clusters
  Score: Raw -2907844.327053 + Penalty 3388.968241 = -2904455.358812
  nChanged 531
		SP:Iteration 18Q (19336.060000 sec): 3 clusters
  Score: Raw -2908120.391552 + Penalty 3388.968241 = -2904731.423312
  nChanged 406
		SP:Iteration 19Q (19336.460000 sec): 3 clusters
  Score: Raw -2908329.675999 + Penalty 3388.968241 = -2904940.707759
  nChanged 304
		SP:Iteration 20F (19336.830000 sec): 3 clusters
  Score: Raw -2908486.855720 + Penalty 3388.968241 = -2905097.887479
  nChanged 234
		SP:Iteration 21Q (19337.260000 sec): 3 clusters
  Score: Raw -2908608.955669 + Penalty 3388.968241 = -2905219.987429
  nChanged 188
		SP:Iteration 22Q (19337.540000 sec): 3 clusters
  Score: Raw -2908692.178355 + Penalty 3388.968241 = -2905303.210114
  nChanged 133
		SP:Iteration 23Q (19337.890000 sec): 3 clusters
  Score: Raw -2908746.839761 + Penalty 3388.968241 = -2905357.871520
  nChanged 104
		SP:Iteration 24Q (19338.220000 sec): 3 clusters
  Score: Raw -2908791.188188 + Penalty 3388.968241 = -2905402.219948
  nChanged 90
		SP:Iteration 25Q (19338.520000 sec): 3 clusters
  Score: Raw -2908831.485604 + Penalty 3388.968241 = -2905442.517363
  nChanged 61
		SP:Iteration 26Q (19338.840000 sec): 3 clusters
  Score: Raw -2908857.806784 + Penalty 3388.968241 = -2905468.838543
  nChanged 45
		SP:Iteration 27Q (19339.120000 sec): 3 clusters
  Score: Raw -2908874.558417 + Penalty 3388.968241 = -2905485.590176
  nChanged 34
		SP:Iteration 28Q (19339.480000 sec): 3 clusters
  Score: Raw -2908887.191752 + Penalty 3388.968241 = -2905498.223511
  nChanged 26
		SP:Iteration 29Q (19339.830000 sec): 3 clusters
  Score: Raw -2908897.767330 + Penalty 3388.968241 = -2905508.799090
  nChanged 25
		SP:Iteration 30Q (19340.190000 sec): 3 clusters
  Score: Raw -2908909.104684 + Penalty 3388.968241 = -2905520.136443
  nChanged 32
		SP:Iteration 31Q (19340.510000 sec): 3 clusters
  Score: Raw -2908922.750552 + Penalty 3388.968241 = -2905533.782312
  nChanged 29
		SP:Iteration 32Q (19340.840000 sec): 3 clusters
  Score: Raw -2908934.653210 + Penalty 3388.968241 = -2905545.684969
  nChanged 23
		SP:Iteration 33Q (19341.140000 sec): 3 clusters
  Score: Raw -2908943.008196 + Penalty 3388.968241 = -2905554.039955
  nChanged 12
		SP:Iteration 34Q (19341.520000 sec): 3 clusters
  Score: Raw -2908946.370630 + Penalty 3388.968241 = -2905557.402389
  nChanged 11
		SP:Iteration 35Q (19341.850000 sec): 3 clusters
  Score: Raw -2908949.697476 + Penalty 3388.968241 = -2905560.729235
  nChanged 9
		SP:Iteration 36Q (19342.150000 sec): 3 clusters
  Score: Raw -2908953.368812 + Penalty 3388.968241 = -2905564.400571
  nChanged 9
		SP:Iteration 37Q (19342.530000 sec): 3 clusters
  Score: Raw -2908956.872047 + Penalty 3388.968241 = -2905567.903806
  nChanged 9
		SP:Iteration 38Q (19342.910000 sec): 3 clusters
  Score: Raw -2908960.250892 + Penalty 3388.968241 = -2905571.282652
  nChanged 12
		SP:Iteration 39Q (19343.250000 sec): 3 clusters
  Score: Raw -2908965.981547 + Penalty 3388.968241 = -2905577.013306
  nChanged 12
		SP:Iteration 40F (19343.610000 sec): 3 clusters
  Score: Raw -2908970.386318 + Penalty 3388.968241 = -2905581.418077
  nChanged 9
		SP:Iteration 41Q (19343.940000 sec): 3 clusters
  Score: Raw -2908974.293194 + Penalty 3388.968241 = -2905585.324953
  nChanged 5
		SP:Iteration 42Q (19344.280000 sec): 3 clusters
  Score: Raw -2908977.253086 + Penalty 3388.968241 = -2905588.284846
  nChanged 9
		SP:Iteration 43Q (19344.610000 sec): 3 clusters
  Score: Raw -2908980.703793 + Penalty 3388.968241 = -2905591.735552
  nChanged 11
		SP:Iteration 44Q (19344.940000 sec): 3 clusters
  Score: Raw -2908986.026331 + Penalty 3388.968241 = -2905597.058090
  nChanged 6
		SP:Iteration 45Q (19345.250000 sec): 3 clusters
  Score: Raw -2908987.869568 + Penalty 3388.968241 = -2905598.901327
  nChanged 2
		SP:Iteration 46Q (19345.560000 sec): 3 clusters
  Score: Raw -2908988.609687 + Penalty 3388.968241 = -2905599.641446
  nChanged 5
		SP:Iteration 47Q (19345.860000 sec): 3 clusters
  Score: Raw -2908990.275844 + Penalty 3388.968241 = -2905601.307603
  nChanged 6
		SP:Iteration 48Q (19346.170000 sec): 3 clusters
  Score: Raw -2908992.524613 + Penalty 3388.968241 = -2905603.556373
  nChanged 4
		SP:Iteration 49Q (19346.500000 sec): 3 clusters
  Score: Raw -2908993.696373 + Penalty 3388.968241 = -2905604.728133
  nChanged 1
		SP:Iteration 50Q (19346.870000 sec): 3 clusters
  Score: Raw -2908994.018588 + Penalty 3388.968241 = -2905605.050348
  nChanged 0
		SP:Iteration 51F (19347.240000 sec): 3 clusters
  Score: Raw -2908994.018588 + Penalty 3388.968241 = -2905605.050348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 71 (486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19347.350000 sec): 2 clusters
  Score: Raw -41014.348216 + Penalty 1005.258901 = -40009.089315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19347.520000 sec): 3 clusters
  Score: Raw -40974.760499 + Penalty 2010.517803 = -38964.242696
  nChanged 117
		SP:Iteration 1F (19347.720000 sec): 3 clusters
  Score: Raw -41123.463469 + Penalty 2010.517803 = -39112.945666
  nChanged 36
		SP:Iteration 2F (19347.930000 sec): 3 clusters
  Score: Raw -41169.518204 + Penalty 2010.517803 = -39159.000401
  nChanged 22
		SP:Iteration 3Q (19348.130000 sec): 3 clusters
  Score: Raw -41202.858841 + Penalty 2010.517803 = -39192.341038
  nChanged 8
		SP:Iteration 4Q (19348.270000 sec): 3 clusters
  Score: Raw -41215.628569 + Penalty 2010.517803 = -39205.110766
  nChanged 8
		SP:Iteration 5Q (19348.430000 sec): 3 clusters
  Score: Raw -41228.071227 + Penalty 2010.517803 = -39217.553424
  nChanged 8
		SP:Iteration 6Q (19348.650000 sec): 3 clusters
  Score: Raw -41236.489483 + Penalty 2010.517803 = -39225.971680
  nChanged 4
		SP:Iteration 7Q (19348.830000 sec): 3 clusters
  Score: Raw -41240.758690 + Penalty 2010.517803 = -39230.240887
  nChanged 2
		SP:Iteration 8Q (19349.030000 sec): 3 clusters
  Score: Raw -41242.863447 + Penalty 2010.517803 = -39232.345644
  nChanged 0
		SP:Iteration 9F (19349.170000 sec): 3 clusters
  Score: Raw -41242.863447 + Penalty 2010.517803 = -39232.345644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 72 (1283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19349.280000 sec): 2 clusters
  Score: Raw -89959.158043 + Penalty 1163.005409 = -88796.152633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19349.460000 sec): 3 clusters
  Score: Raw -89512.457878 + Penalty 2326.010819 = -87186.447059
  nChanged 407
		SP:Iteration 1F (19349.630000 sec): 3 clusters
  Score: Raw -89897.134813 + Penalty 2326.010819 = -87571.123994
  nChanged 122
		SP:Iteration 2F (19349.790000 sec): 3 clusters
  Score: Raw -90036.684024 + Penalty 2326.010819 = -87710.673205
  nChanged 63
		SP:Iteration 3Q (19349.970000 sec): 3 clusters
  Score: Raw -90111.418607 + Penalty 2326.010819 = -87785.407788
  nChanged 52
		SP:Iteration 4Q (19350.150000 sec): 3 clusters
  Score: Raw -90167.075860 + Penalty 2326.010819 = -87841.065042
  nChanged 38
		SP:Iteration 5Q (19350.330000 sec): 3 clusters
  Score: Raw -90211.337446 + Penalty 2326.010819 = -87885.326628
  nChanged 25
		SP:Iteration 6Q (19350.530000 sec): 3 clusters
  Score: Raw -90239.094750 + Penalty 2326.010819 = -87913.083931
  nChanged 22
		SP:Iteration 7Q (19350.740000 sec): 3 clusters
  Score: Raw -90262.511103 + Penalty 2326.010819 = -87936.500285
  nChanged 15
		SP:Iteration 8Q (19350.920000 sec): 3 clusters
  Score: Raw -90282.178464 + Penalty 2326.010819 = -87956.167645
  nChanged 20
		SP:Iteration 9Q (19351.090000 sec): 3 clusters
  Score: Raw -90308.363600 + Penalty 2326.010819 = -87982.352781
  nChanged 29
		SP:Iteration 10Q (19351.310000 sec): 3 clusters
  Score: Raw -90343.191639 + Penalty 2326.010819 = -88017.180820
  nChanged 25
		SP:Iteration 11Q (19351.450000 sec): 3 clusters
  Score: Raw -90367.319966 + Penalty 2326.010819 = -88041.309147
  nChanged 25
		SP:Iteration 12Q (19351.670000 sec): 3 clusters
  Score: Raw -90396.074792 + Penalty 2326.010819 = -88070.063973
  nChanged 27
		SP:Iteration 13Q (19351.810000 sec): 3 clusters
  Score: Raw -90424.437470 + Penalty 2326.010819 = -88098.426651
  nChanged 22
		SP:Iteration 14Q (19352.040000 sec): 3 clusters
  Score: Raw -90448.056584 + Penalty 2326.010819 = -88122.045766
  nChanged 12
		SP:Iteration 15Q (19352.230000 sec): 3 clusters
  Score: Raw -90458.593047 + Penalty 2326.010819 = -88132.582229
  nChanged 10
		SP:Iteration 16Q (19352.410000 sec): 3 clusters
  Score: Raw -90470.178515 + Penalty 2326.010819 = -88144.167697
  nChanged 6
		SP:Iteration 17Q (19352.580000 sec): 3 clusters
  Score: Raw -90474.678384 + Penalty 2326.010819 = -88148.667565
  nChanged 5
		SP:Iteration 18Q (19352.790000 sec): 3 clusters
  Score: Raw -90479.816150 + Penalty 2326.010819 = -88153.805332
  nChanged 5
		SP:Iteration 19Q (19352.980000 sec): 3 clusters
  Score: Raw -90485.848490 + Penalty 2326.010819 = -88159.837672
  nChanged 5
		SP:Iteration 20F (19353.150000 sec): 3 clusters
  Score: Raw -90491.537629 + Penalty 2326.010819 = -88165.526810
  nChanged 7
		SP:Iteration 21Q (19353.310000 sec): 3 clusters
  Score: Raw -90497.110410 + Penalty 2326.010819 = -88171.099592
  nChanged 1
		SP:Iteration 22Q (19353.510000 sec): 3 clusters
  Score: Raw -90499.248713 + Penalty 2326.010819 = -88173.237895
  nChanged 0
		SP:Iteration 23F (19353.690000 sec): 3 clusters
  Score: Raw -90499.248713 + Penalty 2326.010819 = -88173.237895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 73 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19353.800000 sec): 2 clusters
  Score: Raw -148785.415421 + Penalty 1223.004073 = -147562.411348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19353.980000 sec): 3 clusters
  Score: Raw -148000.508469 + Penalty 2446.008147 = -145554.500323
  nChanged 681
		SP:Iteration 1F (19354.210000 sec): 3 clusters
  Score: Raw -148443.224019 + Penalty 2446.008147 = -145997.215873
  nChanged 140
		SP:Iteration 2F (19354.410000 sec): 3 clusters
  Score: Raw -148556.782944 + Penalty 2446.008147 = -146110.774797
  nChanged 110
		SP:Iteration 3F (19354.570000 sec): 3 clusters
  Score: Raw -148668.975662 + Penalty 2446.008147 = -146222.967515
  nChanged 94
		SP:Iteration 4F (19354.770000 sec): 3 clusters
  Score: Raw -148771.499095 + Penalty 2446.008147 = -146325.490948
  nChanged 98
		SP:Iteration 5F (19354.980000 sec): 3 clusters
  Score: Raw -148894.468807 + Penalty 2446.008147 = -146448.460661
  nChanged 101
		SP:Iteration 6F (19355.180000 sec): 3 clusters
  Score: Raw -149053.148837 + Penalty 2446.008147 = -146607.140690
  nChanged 97
		SP:Iteration 7F (19355.350000 sec): 3 clusters
  Score: Raw -149271.688730 + Penalty 2446.008147 = -146825.680583
  nChanged 98
		SP:Iteration 8F (19355.530000 sec): 3 clusters
  Score: Raw -149475.519311 + Penalty 2446.008147 = -147029.511164
  nChanged 61
		SP:Iteration 9Q (19355.670000 sec): 3 clusters
  Score: Raw -149558.038159 + Penalty 2446.008147 = -147112.030012
  nChanged 39
		SP:Iteration 10Q (19355.870000 sec): 3 clusters
  Score: Raw -149594.833793 + Penalty 2446.008147 = -147148.825647
  nChanged 21
		SP:Iteration 11Q (19356.100000 sec): 3 clusters
  Score: Raw -149611.231465 + Penalty 2446.008147 = -147165.223319
  nChanged 17
		SP:Iteration 12Q (19356.270000 sec): 3 clusters
  Score: Raw -149620.186805 + Penalty 2446.008147 = -147174.178658
  nChanged 9
		SP:Iteration 13Q (19356.450000 sec): 3 clusters
  Score: Raw -149628.987068 + Penalty 2446.008147 = -147182.978921
  nChanged 11
		SP:Iteration 14Q (19356.620000 sec): 3 clusters
  Score: Raw -149636.531505 + Penalty 2446.008147 = -147190.523358
  nChanged 3
		SP:Iteration 15Q (19356.800000 sec): 3 clusters
  Score: Raw -149637.993209 + Penalty 2446.008147 = -147191.985062
  nChanged 1
		SP:Iteration 16Q (19356.950000 sec): 3 clusters
  Score: Raw -149638.618638 + Penalty 2446.008147 = -147192.610491
  nChanged 1
		SP:Iteration 17Q (19357.170000 sec): 3 clusters
  Score: Raw -149639.620264 + Penalty 2446.008147 = -147193.612118
  nChanged 1
		SP:Iteration 18Q (19357.390000 sec): 3 clusters
  Score: Raw -149640.606549 + Penalty 2446.008147 = -147194.598402
  nChanged 3
		SP:Iteration 19Q (19357.560000 sec): 3 clusters
  Score: Raw -149642.549310 + Penalty 2446.008147 = -147196.541163
  nChanged 3
		SP:Iteration 20F (19357.810000 sec): 3 clusters
  Score: Raw -149644.141048 + Penalty 2446.008147 = -147198.132901
  nChanged 2
		SP:Iteration 21Q (19357.960000 sec): 3 clusters
  Score: Raw -149645.328304 + Penalty 2446.008147 = -147199.320157
  nChanged 2
		SP:Iteration 22Q (19358.160000 sec): 3 clusters
  Score: Raw -149645.988392 + Penalty 2446.008147 = -147199.980245
  nChanged 1
		SP:Iteration 23Q (19358.350000 sec): 3 clusters
  Score: Raw -149646.329755 + Penalty 2446.008147 = -147200.321608
  nChanged 0
		SP:Iteration 24F (19358.540000 sec): 3 clusters
  Score: Raw -149646.329755 + Penalty 2446.008147 = -147200.321608
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 74 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19358.610000 sec): 2 clusters
  Score: Raw -33078.371510 + Penalty 986.494881 = -32091.876629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19358.770000 sec): 3 clusters
  Score: Raw -33055.456478 + Penalty 1972.989762 = -31082.466716
  nChanged 94
		SP:Iteration 1F (19358.940000 sec): 3 clusters
  Score: Raw -33181.575564 + Penalty 1972.989762 = -31208.585803
  nChanged 17
		SP:Iteration 2Q (19359.190000 sec): 3 clusters
  Score: Raw -33224.456370 + Penalty 1972.989762 = -31251.466608
  nChanged 15
		SP:Iteration 3Q (19359.390000 sec): 3 clusters
  Score: Raw -33251.710361 + Penalty 1972.989762 = -31278.720600
  nChanged 12
		SP:Iteration 4Q (19359.600000 sec): 3 clusters
  Score: Raw -33269.750286 + Penalty 1972.989762 = -31296.760525
  nChanged 9
		SP:Iteration 5Q (19359.780000 sec): 3 clusters
  Score: Raw -33283.885953 + Penalty 1972.989762 = -31310.896191
  nChanged 7
		SP:Iteration 6Q (19359.970000 sec): 3 clusters
  Score: Raw -33288.947812 + Penalty 1972.989762 = -31315.958050
  nChanged 4
		SP:Iteration 7Q (19360.200000 sec): 3 clusters
  Score: Raw -33291.704597 + Penalty 1972.989762 = -31318.714836
  nChanged 1
		SP:Iteration 8Q (19360.370000 sec): 3 clusters
  Score: Raw -33292.847540 + Penalty 1972.989762 = -31319.857778
  nChanged 0
		SP:Iteration 9F (19360.530000 sec): 3 clusters
  Score: Raw -33292.847540 + Penalty 1972.989762 = -31319.857778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 75 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19360.630000 sec): 2 clusters
  Score: Raw -14322.852885 + Penalty 855.187156 = -13467.665729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19360.780000 sec): 3 clusters
  Score: Raw -14421.923742 + Penalty 1710.374311 = -12711.549431
  nChanged 33
		SP:Iteration 1F (19360.930000 sec): 3 clusters
  Score: Raw -14521.755943 + Penalty 1710.374311 = -12811.381632
  nChanged 4
		SP:Iteration 2Q (19361.040000 sec): 3 clusters
  Score: Raw -14533.606713 + Penalty 1710.374311 = -12823.232402
  nChanged 0
		SP:Iteration 3F (19361.150000 sec): 3 clusters
  Score: Raw -14533.606713 + Penalty 1710.374311 = -12823.232402
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 76 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19361.210000 sec): 2 clusters
  Score: Raw -42799.645838 + Penalty 1009.222513 = -41790.423326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19361.320000 sec): 3 clusters
  Score: Raw -42719.153367 + Penalty 2018.445025 = -40700.708342
  nChanged 117
		SP:Iteration 1F (19361.430000 sec): 3 clusters
  Score: Raw -42844.308953 + Penalty 2018.445025 = -40825.863928
  nChanged 35
		SP:Iteration 2F (19361.540000 sec): 3 clusters
  Score: Raw -42894.048537 + Penalty 2018.445025 = -40875.603512
  nChanged 17
		SP:Iteration 3Q (19361.650000 sec): 3 clusters
  Score: Raw -42923.169991 + Penalty 2018.445025 = -40904.724966
  nChanged 9
		SP:Iteration 4Q (19361.770000 sec): 3 clusters
  Score: Raw -42931.255937 + Penalty 2018.445025 = -40912.810912
  nChanged 3
		SP:Iteration 5Q (19361.940000 sec): 3 clusters
  Score: Raw -42934.129390 + Penalty 2018.445025 = -40915.684365
  nChanged 2
		SP:Iteration 6Q (19362.130000 sec): 3 clusters
  Score: Raw -42937.770004 + Penalty 2018.445025 = -40919.324979
  nChanged 4
		SP:Iteration 7Q (19362.300000 sec): 3 clusters
  Score: Raw -42943.581324 + Penalty 2018.445025 = -40925.136299
  nChanged 2
		SP:Iteration 8Q (19362.420000 sec): 3 clusters
  Score: Raw -42945.676421 + Penalty 2018.445025 = -40927.231396
  nChanged 0
		SP:Iteration 9F (19362.560000 sec): 3 clusters
  Score: Raw -42945.676421 + Penalty 2018.445025 = -40927.231396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 77 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19362.630000 sec): 2 clusters
  Score: Raw -31091.217097 + Penalty 997.731240 = -30093.485857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19362.780000 sec): 3 clusters
  Score: Raw -31056.952956 + Penalty 1995.462479 = -29061.490477
  nChanged 103
		SP:Iteration 1F (19362.920000 sec): 3 clusters
  Score: Raw -31250.407759 + Penalty 1995.462479 = -29254.945279
  nChanged 37
		SP:Iteration 2F (19363.070000 sec): 3 clusters
  Score: Raw -31360.377713 + Penalty 1995.462479 = -29364.915233
  nChanged 22
		SP:Iteration 3Q (19363.210000 sec): 3 clusters
  Score: Raw -31418.116066 + Penalty 1995.462479 = -29422.653586
  nChanged 9
		SP:Iteration 4Q (19363.350000 sec): 3 clusters
  Score: Raw -31436.600211 + Penalty 1995.462479 = -29441.137731
  nChanged 7
		SP:Iteration 5Q (19363.500000 sec): 3 clusters
  Score: Raw -31450.824671 + Penalty 1995.462479 = -29455.362192
  nChanged 4
		SP:Iteration 6Q (19363.670000 sec): 3 clusters
  Score: Raw -31461.111130 + Penalty 1995.462479 = -29465.648650
  nChanged 2
		SP:Iteration 7Q (19363.810000 sec): 3 clusters
  Score: Raw -31462.797501 + Penalty 1995.462479 = -29467.335022
  nChanged 1
		SP:Iteration 8Q (19363.970000 sec): 3 clusters
  Score: Raw -31462.953451 + Penalty 1995.462479 = -29467.490971
  nChanged 0
		SP:Iteration 9F (19364.170000 sec): 3 clusters
  Score: Raw -31462.953451 + Penalty 1995.462479 = -29467.490971
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 78 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19364.220000 sec): 2 clusters
  Score: Raw -105032.702283 + Penalty 1158.119756 = -103874.582527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19364.420000 sec): 3 clusters
  Score: Raw -104597.333462 + Penalty 2316.239513 = -102281.093950
  nChanged 382
		SP:Iteration 1F (19364.570000 sec): 3 clusters
  Score: Raw -104901.155492 + Penalty 2316.239513 = -102584.915980
  nChanged 83
		SP:Iteration 2F (19364.670000 sec): 3 clusters
  Score: Raw -104974.393932 + Penalty 2316.239513 = -102658.154419
  nChanged 45
		SP:Iteration 3Q (19364.810000 sec): 3 clusters
  Score: Raw -105006.079485 + Penalty 2316.239513 = -102689.839972
  nChanged 25
		SP:Iteration 4Q (19364.950000 sec): 3 clusters
  Score: Raw -105023.215230 + Penalty 2316.239513 = -102706.975717
  nChanged 25
		SP:Iteration 5Q (19365.100000 sec): 3 clusters
  Score: Raw -105040.237399 + Penalty 2316.239513 = -102723.997886
  nChanged 16
		SP:Iteration 6Q (19365.240000 sec): 3 clusters
  Score: Raw -105048.400491 + Penalty 2316.239513 = -102732.160978
  nChanged 18
		SP:Iteration 7Q (19365.390000 sec): 3 clusters
  Score: Raw -105058.837056 + Penalty 2316.239513 = -102742.597543
  nChanged 9
		SP:Iteration 8Q (19365.530000 sec): 3 clusters
  Score: Raw -105065.809380 + Penalty 2316.239513 = -102749.569867
  nChanged 7
		SP:Iteration 9Q (19365.740000 sec): 3 clusters
  Score: Raw -105070.019286 + Penalty 2316.239513 = -102753.779773
  nChanged 5
		SP:Iteration 10Q (19365.890000 sec): 3 clusters
  Score: Raw -105074.428946 + Penalty 2316.239513 = -102758.189433
  nChanged 9
		SP:Iteration 11Q (19366.030000 sec): 3 clusters
  Score: Raw -105081.999551 + Penalty 2316.239513 = -102765.760038
  nChanged 8
		SP:Iteration 12Q (19366.200000 sec): 3 clusters
  Score: Raw -105089.237346 + Penalty 2316.239513 = -102772.997833
  nChanged 6
		SP:Iteration 13Q (19366.360000 sec): 3 clusters
  Score: Raw -105093.383338 + Penalty 2316.239513 = -102777.143825
  nChanged 7
		SP:Iteration 14Q (19366.470000 sec): 3 clusters
  Score: Raw -105097.023166 + Penalty 2316.239513 = -102780.783653
  nChanged 7
		SP:Iteration 15Q (19366.620000 sec): 3 clusters
  Score: Raw -105101.423621 + Penalty 2316.239513 = -102785.184108
  nChanged 7
		SP:Iteration 16Q (19366.760000 sec): 3 clusters
  Score: Raw -105105.710000 + Penalty 2316.239513 = -102789.470488
  nChanged 6
		SP:Iteration 17Q (19366.900000 sec): 3 clusters
  Score: Raw -105110.248774 + Penalty 2316.239513 = -102794.009261
  nChanged 4
		SP:Iteration 18Q (19367.080000 sec): 3 clusters
  Score: Raw -105111.123520 + Penalty 2316.239513 = -102794.884007
  nChanged 1
		SP:Iteration 19Q (19367.270000 sec): 3 clusters
  Score: Raw -105111.575817 + Penalty 2316.239513 = -102795.336304
  nChanged 0
		SP:Iteration 20F (19367.420000 sec): 3 clusters
  Score: Raw -105111.575817 + Penalty 2316.239513 = -102795.336304
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 79 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19367.550000 sec): 2 clusters
  Score: Raw -112092.795794 + Penalty 1180.291063 = -110912.504732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19367.730000 sec): 3 clusters
  Score: Raw -111564.872461 + Penalty 2360.582126 = -109204.290336
  nChanged 443
		SP:Iteration 1F (19367.900000 sec): 3 clusters
  Score: Raw -111888.232269 + Penalty 2360.582126 = -109527.650143
  nChanged 125
		SP:Iteration 2F (19368.040000 sec): 3 clusters
  Score: Raw -112007.585311 + Penalty 2360.582126 = -109647.003185
  nChanged 68
		SP:Iteration 3Q (19368.210000 sec): 3 clusters
  Score: Raw -112071.375675 + Penalty 2360.582126 = -109710.793550
  nChanged 44
		SP:Iteration 4Q (19368.380000 sec): 3 clusters
  Score: Raw -112111.814808 + Penalty 2360.582126 = -109751.232683
  nChanged 31
		SP:Iteration 5Q (19368.570000 sec): 3 clusters
  Score: Raw -112138.987498 + Penalty 2360.582126 = -109778.405373
  nChanged 23
		SP:Iteration 6Q (19368.760000 sec): 3 clusters
  Score: Raw -112159.444458 + Penalty 2360.582126 = -109798.862332
  nChanged 25
		SP:Iteration 7Q (19368.980000 sec): 3 clusters
  Score: Raw -112175.868705 + Penalty 2360.582126 = -109815.286579
  nChanged 19
		SP:Iteration 8Q (19369.120000 sec): 3 clusters
  Score: Raw -112191.543246 + Penalty 2360.582126 = -109830.961120
  nChanged 17
		SP:Iteration 9Q (19369.330000 sec): 3 clusters
  Score: Raw -112200.792185 + Penalty 2360.582126 = -109840.210059
  nChanged 11
		SP:Iteration 10Q (19369.520000 sec): 3 clusters
  Score: Raw -112205.872412 + Penalty 2360.582126 = -109845.290286
  nChanged 13
		SP:Iteration 11Q (19369.700000 sec): 3 clusters
  Score: Raw -112218.803423 + Penalty 2360.582126 = -109858.221298
  nChanged 12
		SP:Iteration 12Q (19369.860000 sec): 3 clusters
  Score: Raw -112225.104610 + Penalty 2360.582126 = -109864.522484
  nChanged 11
		SP:Iteration 13Q (19370.040000 sec): 3 clusters
  Score: Raw -112230.000869 + Penalty 2360.582126 = -109869.418743
  nChanged 12
		SP:Iteration 14Q (19370.260000 sec): 3 clusters
  Score: Raw -112237.962507 + Penalty 2360.582126 = -109877.380381
  nChanged 19
		SP:Iteration 15Q (19370.400000 sec): 3 clusters
  Score: Raw -112247.976600 + Penalty 2360.582126 = -109887.394474
  nChanged 12
		SP:Iteration 16Q (19370.580000 sec): 3 clusters
  Score: Raw -112255.720409 + Penalty 2360.582126 = -109895.138283
  nChanged 13
		SP:Iteration 17Q (19370.800000 sec): 3 clusters
  Score: Raw -112263.183060 + Penalty 2360.582126 = -109902.600934
  nChanged 15
		SP:Iteration 18Q (19370.960000 sec): 3 clusters
  Score: Raw -112271.989218 + Penalty 2360.582126 = -109911.407092
  nChanged 13
		SP:Iteration 19Q (19371.150000 sec): 3 clusters
  Score: Raw -112276.754543 + Penalty 2360.582126 = -109916.172418
  nChanged 13
		SP:Iteration 20F (19371.310000 sec): 3 clusters
  Score: Raw -112284.376468 + Penalty 2360.582126 = -109923.794343
  nChanged 16
		SP:Iteration 21Q (19371.510000 sec): 3 clusters
  Score: Raw -112291.032560 + Penalty 2360.582126 = -109930.450435
  nChanged 7
		SP:Iteration 22Q (19371.660000 sec): 3 clusters
  Score: Raw -112293.152326 + Penalty 2360.582126 = -109932.570200
  nChanged 11
		SP:Iteration 23Q (19371.870000 sec): 3 clusters
  Score: Raw -112299.423700 + Penalty 2360.582126 = -109938.841574
  nChanged 20
		SP:Iteration 24Q (19372.040000 sec): 3 clusters
  Score: Raw -112311.509578 + Penalty 2360.582126 = -109950.927453
  nChanged 25
		SP:Iteration 25Q (19372.210000 sec): 3 clusters
  Score: Raw -112329.853122 + Penalty 2360.582126 = -109969.270996
  nChanged 26
		SP:Iteration 26Q (19372.420000 sec): 3 clusters
  Score: Raw -112346.888177 + Penalty 2360.582126 = -109986.306051
  nChanged 25
		SP:Iteration 27Q (19372.560000 sec): 3 clusters
  Score: Raw -112364.617007 + Penalty 2360.582126 = -110004.034881
  nChanged 28
		SP:Iteration 28Q (19372.740000 sec): 3 clusters
  Score: Raw -112382.181047 + Penalty 2360.582126 = -110021.598921
  nChanged 21
		SP:Iteration 29Q (19372.910000 sec): 3 clusters
  Score: Raw -112400.762645 + Penalty 2360.582126 = -110040.180519
  nChanged 28
		SP:Iteration 30Q (19373.110000 sec): 3 clusters
  Score: Raw -112427.710514 + Penalty 2360.582126 = -110067.128388
  nChanged 34
		SP:Iteration 31Q (19373.260000 sec): 3 clusters
  Score: Raw -112470.163245 + Penalty 2360.582126 = -110109.581120
  nChanged 26
		SP:Iteration 32Q (19373.440000 sec): 3 clusters
  Score: Raw -112496.395291 + Penalty 2360.582126 = -110135.813165
  nChanged 16
		SP:Iteration 33Q (19373.600000 sec): 3 clusters
  Score: Raw -112508.585808 + Penalty 2360.582126 = -110148.003682
  nChanged 9
		SP:Iteration 34Q (19373.820000 sec): 3 clusters
  Score: Raw -112517.581875 + Penalty 2360.582126 = -110156.999749
  nChanged 10
		SP:Iteration 35Q (19373.970000 sec): 3 clusters
  Score: Raw -112522.973879 + Penalty 2360.582126 = -110162.391753
  nChanged 5
		SP:Iteration 36Q (19374.150000 sec): 3 clusters
  Score: Raw -112524.547375 + Penalty 2360.582126 = -110163.965249
  nChanged 3
		SP:Iteration 37Q (19374.330000 sec): 3 clusters
  Score: Raw -112525.906886 + Penalty 2360.582126 = -110165.324761
  nChanged 3
		SP:Iteration 38Q (19374.530000 sec): 3 clusters
  Score: Raw -112526.639550 + Penalty 2360.582126 = -110166.057425
  nChanged 3
		SP:Iteration 39Q (19374.680000 sec): 3 clusters
  Score: Raw -112527.610926 + Penalty 2360.582126 = -110167.028801
  nChanged 2
		SP:Iteration 40F (19374.880000 sec): 3 clusters
  Score: Raw -112528.784382 + Penalty 2360.582126 = -110168.202256
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 80 (1552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19375.000000 sec): 2 clusters
  Score: Raw -109497.165446 + Penalty 1193.936201 = -108303.229245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19375.150000 sec): 3 clusters
  Score: Raw -108887.473429 + Penalty 2387.872403 = -106499.601026
  nChanged 551
		SP:Iteration 1F (19375.370000 sec): 3 clusters
  Score: Raw -109286.762622 + Penalty 2387.872403 = -106898.890220
  nChanged 130
		SP:Iteration 2F (19375.550000 sec): 3 clusters
  Score: Raw -109416.724941 + Penalty 2387.872403 = -107028.852539
  nChanged 88
		SP:Iteration 3F (19375.710000 sec): 3 clusters
  Score: Raw -109496.678371 + Penalty 2387.872403 = -107108.805968
  nChanged 64
		SP:Iteration 4Q (19375.920000 sec): 3 clusters
  Score: Raw -109550.627719 + Penalty 2387.872403 = -107162.755316
  nChanged 54
		SP:Iteration 5Q (19376.070000 sec): 3 clusters
  Score: Raw -109602.772948 + Penalty 2387.872403 = -107214.900545
  nChanged 36
		SP:Iteration 6Q (19376.270000 sec): 3 clusters
  Score: Raw -109632.658880 + Penalty 2387.872403 = -107244.786477
  nChanged 24
		SP:Iteration 7Q (19376.450000 sec): 3 clusters
  Score: Raw -109646.840137 + Penalty 2387.872403 = -107258.967734
  nChanged 14
		SP:Iteration 8Q (19376.610000 sec): 3 clusters
  Score: Raw -109652.602506 + Penalty 2387.872403 = -107264.730104
  nChanged 7
		SP:Iteration 9Q (19376.790000 sec): 3 clusters
  Score: Raw -109656.841259 + Penalty 2387.872403 = -107268.968856
  nChanged 7
		SP:Iteration 10Q (19376.950000 sec): 3 clusters
  Score: Raw -109664.618912 + Penalty 2387.872403 = -107276.746509
  nChanged 10
		SP:Iteration 11Q (19377.110000 sec): 3 clusters
  Score: Raw -109673.597468 + Penalty 2387.872403 = -107285.725065
  nChanged 10
		SP:Iteration 12Q (19377.280000 sec): 3 clusters
  Score: Raw -109681.274301 + Penalty 2387.872403 = -107293.401899
  nChanged 13
		SP:Iteration 13Q (19377.470000 sec): 3 clusters
  Score: Raw -109693.788072 + Penalty 2387.872403 = -107305.915669
  nChanged 20
		SP:Iteration 14Q (19377.680000 sec): 3 clusters
  Score: Raw -109710.768486 + Penalty 2387.872403 = -107322.896083
  nChanged 20
		SP:Iteration 15Q (19377.860000 sec): 3 clusters
  Score: Raw -109724.771794 + Penalty 2387.872403 = -107336.899391
  nChanged 14
		SP:Iteration 16Q (19378.030000 sec): 3 clusters
  Score: Raw -109734.139102 + Penalty 2387.872403 = -107346.266700
  nChanged 12
		SP:Iteration 17Q (19378.190000 sec): 3 clusters
  Score: Raw -109739.076936 + Penalty 2387.872403 = -107351.204534
  nChanged 10
		SP:Iteration 18Q (19378.350000 sec): 3 clusters
  Score: Raw -109742.845589 + Penalty 2387.872403 = -107354.973186
  nChanged 3
		SP:Iteration 19Q (19378.530000 sec): 3 clusters
  Score: Raw -109744.474964 + Penalty 2387.872403 = -107356.602561
  nChanged 4
		SP:Iteration 20F (19378.730000 sec): 3 clusters
  Score: Raw -109745.950013 + Penalty 2387.872403 = -107358.077610
  nChanged 2
		SP:Iteration 21Q (19378.870000 sec): 3 clusters
  Score: Raw -109746.933873 + Penalty 2387.872403 = -107359.061470
  nChanged 1
		SP:Iteration 22Q (19379.100000 sec): 3 clusters
  Score: Raw -109747.290106 + Penalty 2387.872403 = -107359.417703
  nChanged 0
		SP:Iteration 23F (19379.280000 sec): 3 clusters
  Score: Raw -109747.290106 + Penalty 2387.872403 = -107359.417703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 81 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19379.350000 sec): 2 clusters
  Score: Raw -109412.826614 + Penalty 1195.706485 = -108217.120130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19379.570000 sec): 3 clusters
  Score: Raw -108826.629925 + Penalty 2391.412970 = -106435.216955
  nChanged 562
		SP:Iteration 1F (19379.730000 sec): 3 clusters
  Score: Raw -109411.427686 + Penalty 2391.412970 = -107020.014716
  nChanged 151
		SP:Iteration 2F (19379.950000 sec): 3 clusters
  Score: Raw -109610.661305 + Penalty 2391.412970 = -107219.248335
  nChanged 94
		SP:Iteration 3F (19380.080000 sec): 3 clusters
  Score: Raw -109731.884430 + Penalty 2391.412970 = -107340.471461
  nChanged 75
		SP:Iteration 4Q (19380.260000 sec): 3 clusters
  Score: Raw -109807.987390 + Penalty 2391.412970 = -107416.574421
  nChanged 54
		SP:Iteration 5Q (19380.430000 sec): 3 clusters
  Score: Raw -109862.134102 + Penalty 2391.412970 = -107470.721133
  nChanged 34
		SP:Iteration 6Q (19380.590000 sec): 3 clusters
  Score: Raw -109892.206113 + Penalty 2391.412970 = -107500.793143
  nChanged 25
		SP:Iteration 7Q (19380.720000 sec): 3 clusters
  Score: Raw -109915.369753 + Penalty 2391.412970 = -107523.956784
  nChanged 19
		SP:Iteration 8Q (19380.900000 sec): 3 clusters
  Score: Raw -109927.699145 + Penalty 2391.412970 = -107536.286176
  nChanged 14
		SP:Iteration 9Q (19381.110000 sec): 3 clusters
  Score: Raw -109936.031564 + Penalty 2391.412970 = -107544.618594
  nChanged 15
		SP:Iteration 10Q (19381.270000 sec): 3 clusters
  Score: Raw -109943.288105 + Penalty 2391.412970 = -107551.875136
  nChanged 7
		SP:Iteration 11Q (19381.460000 sec): 3 clusters
  Score: Raw -109946.185942 + Penalty 2391.412970 = -107554.772972
  nChanged 9
		SP:Iteration 12Q (19381.630000 sec): 3 clusters
  Score: Raw -109950.316082 + Penalty 2391.412970 = -107558.903112
  nChanged 5
		SP:Iteration 13Q (19381.810000 sec): 3 clusters
  Score: Raw -109954.234117 + Penalty 2391.412970 = -107562.821147
  nChanged 9
		SP:Iteration 14Q (19381.990000 sec): 3 clusters
  Score: Raw -109962.209826 + Penalty 2391.412970 = -107570.796857
  nChanged 9
		SP:Iteration 15Q (19382.160000 sec): 3 clusters
  Score: Raw -109968.250602 + Penalty 2391.412970 = -107576.837633
  nChanged 8
		SP:Iteration 16Q (19382.350000 sec): 3 clusters
  Score: Raw -109971.767078 + Penalty 2391.412970 = -107580.354108
  nChanged 7
		SP:Iteration 17Q (19382.500000 sec): 3 clusters
  Score: Raw -109979.906104 + Penalty 2391.412970 = -107588.493134
  nChanged 4
		SP:Iteration 18Q (19382.650000 sec): 3 clusters
  Score: Raw -109984.568507 + Penalty 2391.412970 = -107593.155538
  nChanged 5
		SP:Iteration 19Q (19382.770000 sec): 3 clusters
  Score: Raw -109989.011248 + Penalty 2391.412970 = -107597.598278
  nChanged 6
		SP:Iteration 20F (19382.920000 sec): 3 clusters
  Score: Raw -109992.375488 + Penalty 2391.412970 = -107600.962518
  nChanged 6
		SP:Iteration 21Q (19383.110000 sec): 3 clusters
  Score: Raw -109995.026043 + Penalty 2391.412970 = -107603.613073
  nChanged 5
		SP:Iteration 22Q (19383.270000 sec): 3 clusters
  Score: Raw -109997.800412 + Penalty 2391.412970 = -107606.387443
  nChanged 4
		SP:Iteration 23Q (19383.450000 sec): 3 clusters
  Score: Raw -109999.746421 + Penalty 2391.412970 = -107608.333451
  nChanged 0
		SP:Iteration 24F (19383.630000 sec): 3 clusters
  Score: Raw -109999.746421 + Penalty 2391.412970 = -107608.333451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 82 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19383.720000 sec): 2 clusters
  Score: Raw -218421.265306 + Penalty 1306.990894 = -217114.274413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19383.860000 sec): 3 clusters
  Score: Raw -216974.703255 + Penalty 2613.981788 = -214360.721467
  nChanged 1155
		SP:Iteration 1F (19384.080000 sec): 3 clusters
  Score: Raw -217819.572183 + Penalty 2613.981788 = -215205.590396
  nChanged 314
		SP:Iteration 2F (19384.260000 sec): 3 clusters
  Score: Raw -218156.391746 + Penalty 2613.981788 = -215542.409959
  nChanged 255
		SP:Iteration 3F (19384.430000 sec): 3 clusters
  Score: Raw -218410.799526 + Penalty 2613.981788 = -215796.817738
  nChanged 183
		SP:Iteration 4F (19384.610000 sec): 3 clusters
  Score: Raw -218571.377348 + Penalty 2613.981788 = -215957.395560
  nChanged 123
		SP:Iteration 5Q (19384.780000 sec): 3 clusters
  Score: Raw -218677.619806 + Penalty 2613.981788 = -216063.638018
  nChanged 106
		SP:Iteration 6Q (19384.980000 sec): 3 clusters
  Score: Raw -218753.433976 + Penalty 2613.981788 = -216139.452188
  nChanged 78
		SP:Iteration 7Q (19385.160000 sec): 3 clusters
  Score: Raw -218809.037278 + Penalty 2613.981788 = -216195.055490
  nChanged 61
		SP:Iteration 8Q (19385.350000 sec): 3 clusters
  Score: Raw -218848.262723 + Penalty 2613.981788 = -216234.280935
  nChanged 52
		SP:Iteration 9Q (19385.510000 sec): 3 clusters
  Score: Raw -218883.603194 + Penalty 2613.981788 = -216269.621406
  nChanged 54
		SP:Iteration 10Q (19385.650000 sec): 3 clusters
  Score: Raw -218920.374705 + Penalty 2613.981788 = -216306.392917
  nChanged 46
		SP:Iteration 11Q (19385.800000 sec): 3 clusters
  Score: Raw -218945.750127 + Penalty 2613.981788 = -216331.768339
  nChanged 35
		SP:Iteration 12Q (19386.000000 sec): 3 clusters
  Score: Raw -218962.169633 + Penalty 2613.981788 = -216348.187846
  nChanged 31
		SP:Iteration 13Q (19386.170000 sec): 3 clusters
  Score: Raw -218981.817458 + Penalty 2613.981788 = -216367.835670
  nChanged 36
		SP:Iteration 14Q (19386.370000 sec): 3 clusters
  Score: Raw -219006.549731 + Penalty 2613.981788 = -216392.567943
  nChanged 44
		SP:Iteration 15Q (19386.560000 sec): 3 clusters
  Score: Raw -219030.303365 + Penalty 2613.981788 = -216416.321577
  nChanged 25
		SP:Iteration 16Q (19386.710000 sec): 3 clusters
  Score: Raw -219045.707696 + Penalty 2613.981788 = -216431.725908
  nChanged 28
		SP:Iteration 17Q (19386.880000 sec): 3 clusters
  Score: Raw -219060.085075 + Penalty 2613.981788 = -216446.103287
  nChanged 28
		SP:Iteration 18Q (19387.050000 sec): 3 clusters
  Score: Raw -219075.419130 + Penalty 2613.981788 = -216461.437343
  nChanged 30
		SP:Iteration 19Q (19387.250000 sec): 3 clusters
  Score: Raw -219086.492106 + Penalty 2613.981788 = -216472.510318
  nChanged 23
		SP:Iteration 20F (19387.430000 sec): 3 clusters
  Score: Raw -219094.094466 + Penalty 2613.981788 = -216480.112678
  nChanged 20
		SP:Iteration 21Q (19387.640000 sec): 3 clusters
  Score: Raw -219104.026586 + Penalty 2613.981788 = -216490.044798
  nChanged 26
		SP:Iteration 22Q (19387.850000 sec): 3 clusters
  Score: Raw -219113.460443 + Penalty 2613.981788 = -216499.478656
  nChanged 16
		SP:Iteration 23Q (19387.990000 sec): 3 clusters
  Score: Raw -219118.811030 + Penalty 2613.981788 = -216504.829242
  nChanged 14
		SP:Iteration 24Q (19388.170000 sec): 3 clusters
  Score: Raw -219124.385234 + Penalty 2613.981788 = -216510.403446
  nChanged 12
		SP:Iteration 25Q (19388.360000 sec): 3 clusters
  Score: Raw -219129.632333 + Penalty 2613.981788 = -216515.650545
  nChanged 14
		SP:Iteration 26Q (19388.530000 sec): 3 clusters
  Score: Raw -219136.098713 + Penalty 2613.981788 = -216522.116925
  nChanged 9
		SP:Iteration 27Q (19388.730000 sec): 3 clusters
  Score: Raw -219139.749680 + Penalty 2613.981788 = -216525.767893
  nChanged 14
		SP:Iteration 28Q (19388.920000 sec): 3 clusters
  Score: Raw -219143.313220 + Penalty 2613.981788 = -216529.331433
  nChanged 7
		SP:Iteration 29Q (19389.110000 sec): 3 clusters
  Score: Raw -219145.639512 + Penalty 2613.981788 = -216531.657725
  nChanged 8
		SP:Iteration 30Q (19389.240000 sec): 3 clusters
  Score: Raw -219148.522939 + Penalty 2613.981788 = -216534.541151
  nChanged 7
		SP:Iteration 31Q (19389.420000 sec): 3 clusters
  Score: Raw -219150.325528 + Penalty 2613.981788 = -216536.343741
  nChanged 3
		SP:Iteration 32Q (19389.600000 sec): 3 clusters
  Score: Raw -219151.603171 + Penalty 2613.981788 = -216537.621383
  nChanged 5
		SP:Iteration 33Q (19389.830000 sec): 3 clusters
  Score: Raw -219152.959845 + Penalty 2613.981788 = -216538.978058
  nChanged 1
		SP:Iteration 34Q (19389.990000 sec): 3 clusters
  Score: Raw -219153.128942 + Penalty 2613.981788 = -216539.147154
  nChanged 0
		SP:Iteration 35F (19390.150000 sec): 3 clusters
  Score: Raw -219153.128942 + Penalty 2613.981788 = -216539.147154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 83 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19390.250000 sec): 2 clusters
  Score: Raw -35503.247015 + Penalty 987.989144 = -34515.257871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19390.480000 sec): 3 clusters
  Score: Raw -35453.829826 + Penalty 1975.978288 = -33477.851537
  nChanged 105
		SP:Iteration 1F (19390.600000 sec): 3 clusters
  Score: Raw -35609.015622 + Penalty 1975.978288 = -33633.037334
  nChanged 25
		SP:Iteration 2F (19390.810000 sec): 3 clusters
  Score: Raw -35652.300807 + Penalty 1975.978288 = -33676.322518
  nChanged 8
		SP:Iteration 3Q (19390.980000 sec): 3 clusters
  Score: Raw -35666.858344 + Penalty 1975.978288 = -33690.880056
  nChanged 6
		SP:Iteration 4Q (19391.150000 sec): 3 clusters
  Score: Raw -35681.266867 + Penalty 1975.978288 = -33705.288578
  nChanged 5
		SP:Iteration 5Q (19391.290000 sec): 3 clusters
  Score: Raw -35698.214345 + Penalty 1975.978288 = -33722.236056
  nChanged 4
		SP:Iteration 6Q (19391.450000 sec): 3 clusters
  Score: Raw -35709.060951 + Penalty 1975.978288 = -33733.082663
  nChanged 5
		SP:Iteration 7Q (19391.640000 sec): 3 clusters
  Score: Raw -35716.027342 + Penalty 1975.978288 = -33740.049054
  nChanged 3
		SP:Iteration 8Q (19391.860000 sec): 3 clusters
  Score: Raw -35719.429938 + Penalty 1975.978288 = -33743.451649
  nChanged 3
		SP:Iteration 9Q (19392.000000 sec): 3 clusters
  Score: Raw -35724.961996 + Penalty 1975.978288 = -33748.983707
  nChanged 1
		SP:Iteration 10Q (19392.190000 sec): 3 clusters
  Score: Raw -35725.922810 + Penalty 1975.978288 = -33749.944522
  nChanged 0
		SP:Iteration 11F (19392.410000 sec): 3 clusters
  Score: Raw -35725.922810 + Penalty 1975.978288 = -33749.944522
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 84 (2653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19392.470000 sec): 2 clusters
  Score: Raw -220362.147571 + Penalty 1281.060033 = -219081.087538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19392.690000 sec): 3 clusters
  Score: Raw -219142.704422 + Penalty 2562.120065 = -216580.584357
  nChanged 981
		SP:Iteration 1F (19392.860000 sec): 3 clusters
  Score: Raw -219747.825949 + Penalty 2562.120065 = -217185.705884
  nChanged 210
		SP:Iteration 2F (19393.050000 sec): 3 clusters
  Score: Raw -219885.529472 + Penalty 2562.120065 = -217323.409407
  nChanged 133
		SP:Iteration 3F (19393.210000 sec): 3 clusters
  Score: Raw -219964.226069 + Penalty 2562.120065 = -217402.106004
  nChanged 93
		SP:Iteration 4Q (19393.370000 sec): 3 clusters
  Score: Raw -220022.160362 + Penalty 2562.120065 = -217460.040297
  nChanged 75
		SP:Iteration 5Q (19393.580000 sec): 3 clusters
  Score: Raw -220074.473764 + Penalty 2562.120065 = -217512.353699
  nChanged 73
		SP:Iteration 6Q (19393.720000 sec): 3 clusters
  Score: Raw -220116.131789 + Penalty 2562.120065 = -217554.011724
  nChanged 62
		SP:Iteration 7Q (19393.880000 sec): 3 clusters
  Score: Raw -220151.045929 + Penalty 2562.120065 = -217588.925864
  nChanged 63
		SP:Iteration 8Q (19394.030000 sec): 3 clusters
  Score: Raw -220183.995840 + Penalty 2562.120065 = -217621.875775
  nChanged 57
		SP:Iteration 9Q (19394.190000 sec): 3 clusters
  Score: Raw -220219.129261 + Penalty 2562.120065 = -217657.009196
  nChanged 63
		SP:Iteration 10Q (19394.410000 sec): 3 clusters
  Score: Raw -220259.148014 + Penalty 2562.120065 = -217697.027949
  nChanged 68
		SP:Iteration 11Q (19394.580000 sec): 3 clusters
  Score: Raw -220305.428686 + Penalty 2562.120065 = -217743.308621
  nChanged 55
		SP:Iteration 12Q (19394.770000 sec): 3 clusters
  Score: Raw -220340.390102 + Penalty 2562.120065 = -217778.270037
  nChanged 51
		SP:Iteration 13Q (19394.950000 sec): 3 clusters
  Score: Raw -220372.993793 + Penalty 2562.120065 = -217810.873728
  nChanged 52
		SP:Iteration 14Q (19395.130000 sec): 3 clusters
  Score: Raw -220406.973343 + Penalty 2562.120065 = -217844.853278
  nChanged 56
		SP:Iteration 15Q (19395.310000 sec): 3 clusters
  Score: Raw -220443.454359 + Penalty 2562.120065 = -217881.334294
  nChanged 52
		SP:Iteration 16Q (19395.490000 sec): 3 clusters
  Score: Raw -220472.643197 + Penalty 2562.120065 = -217910.523132
  nChanged 42
		SP:Iteration 17Q (19395.690000 sec): 3 clusters
  Score: Raw -220493.031473 + Penalty 2562.120065 = -217930.911408
  nChanged 28
		SP:Iteration 18Q (19395.820000 sec): 3 clusters
  Score: Raw -220515.316268 + Penalty 2562.120065 = -217953.196203
  nChanged 39
		SP:Iteration 19Q (19396.020000 sec): 3 clusters
  Score: Raw -220537.966991 + Penalty 2562.120065 = -217975.846926
  nChanged 38
		SP:Iteration 20F (19396.190000 sec): 3 clusters
  Score: Raw -220558.325734 + Penalty 2562.120065 = -217996.205669
  nChanged 32
		SP:Iteration 21Q (19396.380000 sec): 3 clusters
  Score: Raw -220574.213517 + Penalty 2562.120065 = -218012.093452
  nChanged 25
		SP:Iteration 22Q (19396.530000 sec): 3 clusters
  Score: Raw -220587.899559 + Penalty 2562.120065 = -218025.779494
  nChanged 33
		SP:Iteration 23Q (19396.690000 sec): 3 clusters
  Score: Raw -220606.638964 + Penalty 2562.120065 = -218044.518899
  nChanged 26
		SP:Iteration 24Q (19396.910000 sec): 3 clusters
  Score: Raw -220622.316143 + Penalty 2562.120065 = -218060.196078
  nChanged 19
		SP:Iteration 25Q (19397.080000 sec): 3 clusters
  Score: Raw -220630.925495 + Penalty 2562.120065 = -218068.805430
  nChanged 20
		SP:Iteration 26Q (19397.260000 sec): 3 clusters
  Score: Raw -220639.860791 + Penalty 2562.120065 = -218077.740726
  nChanged 10
		SP:Iteration 27Q (19397.420000 sec): 3 clusters
  Score: Raw -220644.777962 + Penalty 2562.120065 = -218082.657897
  nChanged 6
		SP:Iteration 28Q (19397.610000 sec): 3 clusters
  Score: Raw -220646.903317 + Penalty 2562.120065 = -218084.783252
  nChanged 2
		SP:Iteration 29Q (19397.760000 sec): 3 clusters
  Score: Raw -220647.377483 + Penalty 2562.120065 = -218085.257417
  nChanged 3
		SP:Iteration 30Q (19397.950000 sec): 3 clusters
  Score: Raw -220647.975960 + Penalty 2562.120065 = -218085.855895
  nChanged 0
		SP:Iteration 31F (19398.130000 sec): 3 clusters
  Score: Raw -220647.975960 + Penalty 2562.120065 = -218085.855895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 85 (4613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19398.240000 sec): 2 clusters
  Score: Raw -362668.686202 + Penalty 1370.952974 = -361297.733229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19398.430000 sec): 3 clusters
  Score: Raw -360331.065135 + Penalty 2741.905947 = -357589.159187
  nChanged 1817
		SP:Iteration 1F (19398.630000 sec): 3 clusters
  Score: Raw -361504.740602 + Penalty 2741.905947 = -358762.834655
  nChanged 410
		SP:Iteration 2F (19398.820000 sec): 3 clusters
  Score: Raw -361827.422584 + Penalty 2741.905947 = -359085.516637
  nChanged 300
		SP:Iteration 3F (19398.990000 sec): 3 clusters
  Score: Raw -362040.774289 + Penalty 2741.905947 = -359298.868342
  nChanged 235
		SP:Iteration 4F (19399.180000 sec): 3 clusters
  Score: Raw -362214.266729 + Penalty 2741.905947 = -359472.360781
  nChanged 214
		SP:Iteration 5Q (19399.370000 sec): 3 clusters
  Score: Raw -362345.510045 + Penalty 2741.905947 = -359603.604098
  nChanged 152
		SP:Iteration 6Q (19399.550000 sec): 3 clusters
  Score: Raw -362445.676509 + Penalty 2741.905947 = -359703.770562
  nChanged 128
		SP:Iteration 7Q (19399.740000 sec): 3 clusters
  Score: Raw -362515.393022 + Penalty 2741.905947 = -359773.487075
  nChanged 95
		SP:Iteration 8Q (19399.930000 sec): 3 clusters
  Score: Raw -362560.631555 + Penalty 2741.905947 = -359818.725608
  nChanged 85
		SP:Iteration 9Q (19400.120000 sec): 3 clusters
  Score: Raw -362600.470090 + Penalty 2741.905947 = -359858.564142
  nChanged 68
		SP:Iteration 10Q (19400.290000 sec): 3 clusters
  Score: Raw -362627.473890 + Penalty 2741.905947 = -359885.567943
  nChanged 70
		SP:Iteration 11Q (19400.470000 sec): 3 clusters
  Score: Raw -362656.761255 + Penalty 2741.905947 = -359914.855308
  nChanged 58
		SP:Iteration 12Q (19400.630000 sec): 3 clusters
  Score: Raw -362681.865540 + Penalty 2741.905947 = -359939.959593
  nChanged 55
		SP:Iteration 13Q (19400.840000 sec): 3 clusters
  Score: Raw -362708.394933 + Penalty 2741.905947 = -359966.488986
  nChanged 48
		SP:Iteration 14Q (19401.020000 sec): 3 clusters
  Score: Raw -362735.511485 + Penalty 2741.905947 = -359993.605537
  nChanged 46
		SP:Iteration 15Q (19401.170000 sec): 3 clusters
  Score: Raw -362755.242416 + Penalty 2741.905947 = -360013.336469
  nChanged 38
		SP:Iteration 16Q (19401.350000 sec): 3 clusters
  Score: Raw -362771.390284 + Penalty 2741.905947 = -360029.484337
  nChanged 36
		SP:Iteration 17Q (19401.560000 sec): 3 clusters
  Score: Raw -362787.097776 + Penalty 2741.905947 = -360045.191829
  nChanged 29
		SP:Iteration 18Q (19401.710000 sec): 3 clusters
  Score: Raw -362800.364252 + Penalty 2741.905947 = -360058.458305
  nChanged 29
		SP:Iteration 19Q (19401.890000 sec): 3 clusters
  Score: Raw -362816.216650 + Penalty 2741.905947 = -360074.310703
  nChanged 23
		SP:Iteration 20F (19402.110000 sec): 3 clusters
  Score: Raw -362826.131931 + Penalty 2741.905947 = -360084.225984
  nChanged 18
		SP:Iteration 21Q (19402.340000 sec): 3 clusters
  Score: Raw -362833.653328 + Penalty 2741.905947 = -360091.747381
  nChanged 14
		SP:Iteration 22Q (19402.490000 sec): 3 clusters
  Score: Raw -362838.341818 + Penalty 2741.905947 = -360096.435871
  nChanged 13
		SP:Iteration 23Q (19402.640000 sec): 3 clusters
  Score: Raw -362843.016966 + Penalty 2741.905947 = -360101.111019
  nChanged 5
		SP:Iteration 24Q (19402.830000 sec): 3 clusters
  Score: Raw -362844.627023 + Penalty 2741.905947 = -360102.721076
  nChanged 8
		SP:Iteration 25Q (19402.950000 sec): 3 clusters
  Score: Raw -362847.227802 + Penalty 2741.905947 = -360105.321855
  nChanged 5
		SP:Iteration 26Q (19403.120000 sec): 3 clusters
  Score: Raw -362848.264731 + Penalty 2741.905947 = -360106.358784
  nChanged 3
		SP:Iteration 27Q (19403.270000 sec): 3 clusters
  Score: Raw -362848.997162 + Penalty 2741.905947 = -360107.091214
  nChanged 0
		SP:Iteration 28F (19403.470000 sec): 3 clusters
  Score: Raw -362848.997162 + Penalty 2741.905947 = -360107.091214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 86 (704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19403.540000 sec): 2 clusters
  Score: Raw -43362.456293 + Penalty 1065.476483 = -42296.979810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19403.670000 sec): 3 clusters
  Score: Raw -43205.804112 + Penalty 2130.952966 = -41074.851146
  nChanged 197
		SP:Iteration 1F (19403.790000 sec): 3 clusters
  Score: Raw -43448.156018 + Penalty 2130.952966 = -41317.203052
  nChanged 59
		SP:Iteration 2F (19403.900000 sec): 3 clusters
  Score: Raw -43580.343767 + Penalty 2130.952966 = -41449.390801
  nChanged 46
		SP:Iteration 3F (19404.050000 sec): 3 clusters
  Score: Raw -43681.095154 + Penalty 2130.952966 = -41550.142188
  nChanged 31
		SP:Iteration 4Q (19404.190000 sec): 3 clusters
  Score: Raw -43739.704480 + Penalty 2130.952966 = -41608.751514
  nChanged 19
		SP:Iteration 5Q (19404.390000 sec): 3 clusters
  Score: Raw -43774.943909 + Penalty 2130.952966 = -41643.990943
  nChanged 7
		SP:Iteration 6Q (19404.520000 sec): 3 clusters
  Score: Raw -43783.185703 + Penalty 2130.952966 = -41652.232737
  nChanged 3
		SP:Iteration 7Q (19404.740000 sec): 3 clusters
  Score: Raw -43785.291373 + Penalty 2130.952966 = -41654.338407
  nChanged 1
		SP:Iteration 8Q (19404.900000 sec): 3 clusters
  Score: Raw -43786.299876 + Penalty 2130.952966 = -41655.346911
  nChanged 3
		SP:Iteration 9Q (19405.060000 sec): 3 clusters
  Score: Raw -43788.238998 + Penalty 2130.952966 = -41657.286032
  nChanged 1
		SP:Iteration 10Q (19405.280000 sec): 3 clusters
  Score: Raw -43788.825025 + Penalty 2130.952966 = -41657.872059
  nChanged 0
		SP:Iteration 11F (19405.460000 sec): 3 clusters
  Score: Raw -43788.825025 + Penalty 2130.952966 = -41657.872059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 87 (1790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19405.540000 sec): 2 clusters
  Score: Raw -156963.137769 + Penalty 1217.120271 = -155746.017498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19405.690000 sec): 3 clusters
  Score: Raw -156188.616055 + Penalty 2434.240542 = -153754.375513
  nChanged 603
		SP:Iteration 1F (19405.860000 sec): 3 clusters
  Score: Raw -156552.790572 + Penalty 2434.240542 = -154118.550030
  nChanged 135
		SP:Iteration 2F (19406.050000 sec): 3 clusters
  Score: Raw -156647.470051 + Penalty 2434.240542 = -154213.229509
  nChanged 88
		SP:Iteration 3Q (19406.180000 sec): 3 clusters
  Score: Raw -156709.352589 + Penalty 2434.240542 = -154275.112047
  nChanged 65
		SP:Iteration 4Q (19406.380000 sec): 3 clusters
  Score: Raw -156750.158503 + Penalty 2434.240542 = -154315.917961
  nChanged 49
		SP:Iteration 5Q (19406.600000 sec): 3 clusters
  Score: Raw -156781.974262 + Penalty 2434.240542 = -154347.733720
  nChanged 45
		SP:Iteration 6Q (19406.740000 sec): 3 clusters
  Score: Raw -156815.528178 + Penalty 2434.240542 = -154381.287636
  nChanged 39
		SP:Iteration 7Q (19406.970000 sec): 3 clusters
  Score: Raw -156837.169754 + Penalty 2434.240542 = -154402.929212
  nChanged 28
		SP:Iteration 8Q (19407.120000 sec): 3 clusters
  Score: Raw -156849.111724 + Penalty 2434.240542 = -154414.871182
  nChanged 23
		SP:Iteration 9Q (19407.330000 sec): 3 clusters
  Score: Raw -156860.150315 + Penalty 2434.240542 = -154425.909773
  nChanged 25
		SP:Iteration 10Q (19407.490000 sec): 3 clusters
  Score: Raw -156877.147619 + Penalty 2434.240542 = -154442.907077
  nChanged 10
		SP:Iteration 11Q (19407.670000 sec): 3 clusters
  Score: Raw -156885.247584 + Penalty 2434.240542 = -154451.007042
  nChanged 11
		SP:Iteration 12Q (19407.780000 sec): 3 clusters
  Score: Raw -156892.228783 + Penalty 2434.240542 = -154457.988241
  nChanged 13
		SP:Iteration 13Q (19407.970000 sec): 3 clusters
  Score: Raw -156899.855561 + Penalty 2434.240542 = -154465.615019
  nChanged 9
		SP:Iteration 14Q (19408.150000 sec): 3 clusters
  Score: Raw -156903.479545 + Penalty 2434.240542 = -154469.239003
  nChanged 7
		SP:Iteration 15Q (19408.310000 sec): 3 clusters
  Score: Raw -156906.220731 + Penalty 2434.240542 = -154471.980189
  nChanged 5
		SP:Iteration 16Q (19408.500000 sec): 3 clusters
  Score: Raw -156909.498921 + Penalty 2434.240542 = -154475.258379
  nChanged 6
		SP:Iteration 17Q (19408.670000 sec): 3 clusters
  Score: Raw -156913.411759 + Penalty 2434.240542 = -154479.171217
  nChanged 4
		SP:Iteration 18Q (19408.860000 sec): 3 clusters
  Score: Raw -156915.176999 + Penalty 2434.240542 = -154480.936457
  nChanged 3
		SP:Iteration 19Q (19409.050000 sec): 3 clusters
  Score: Raw -156916.608410 + Penalty 2434.240542 = -154482.367868
  nChanged 3
		SP:Iteration 20F (19409.250000 sec): 3 clusters
  Score: Raw -156917.951402 + Penalty 2434.240542 = -154483.710860
  nChanged 4
		SP:Iteration 21Q (19409.410000 sec): 3 clusters
  Score: Raw -156920.067647 + Penalty 2434.240542 = -154485.827105
  nChanged 2
		SP:Iteration 22Q (19409.580000 sec): 3 clusters
  Score: Raw -156921.786157 + Penalty 2434.240542 = -154487.545615
  nChanged 2
		SP:Iteration 23Q (19409.770000 sec): 3 clusters
  Score: Raw -156923.026632 + Penalty 2434.240542 = -154488.786090
  nChanged 1
		SP:Iteration 24Q (19409.950000 sec): 3 clusters
  Score: Raw -156923.385827 + Penalty 2434.240542 = -154489.145285
  nChanged 0
		SP:Iteration 25F (19410.100000 sec): 3 clusters
  Score: Raw -156923.385827 + Penalty 2434.240542 = -154489.145285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 88 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19410.160000 sec): 2 clusters
  Score: Raw -82005.891327 + Penalty 1123.158936 = -80882.732390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19410.320000 sec): 3 clusters
  Score: Raw -81682.201209 + Penalty 2246.317873 = -79435.883336
  nChanged 319
		SP:Iteration 1F (19410.480000 sec): 3 clusters
  Score: Raw -81991.409497 + Penalty 2246.317873 = -79745.091625
  nChanged 64
		SP:Iteration 2F (19410.650000 sec): 3 clusters
  Score: Raw -82069.478181 + Penalty 2246.317873 = -79823.160309
  nChanged 47
		SP:Iteration 3Q (19410.800000 sec): 3 clusters
  Score: Raw -82126.269270 + Penalty 2246.317873 = -79879.951397
  nChanged 37
		SP:Iteration 4Q (19410.980000 sec): 3 clusters
  Score: Raw -82173.944369 + Penalty 2246.317873 = -79927.626497
  nChanged 27
		SP:Iteration 5Q (19411.190000 sec): 3 clusters
  Score: Raw -82211.527203 + Penalty 2246.317873 = -79965.209331
  nChanged 24
		SP:Iteration 6Q (19411.370000 sec): 3 clusters
  Score: Raw -82243.473650 + Penalty 2246.317873 = -79997.155777
  nChanged 31
		SP:Iteration 7Q (19411.510000 sec): 3 clusters
  Score: Raw -82283.634654 + Penalty 2246.317873 = -80037.316781
  nChanged 30
		SP:Iteration 8Q (19411.710000 sec): 3 clusters
  Score: Raw -82336.164660 + Penalty 2246.317873 = -80089.846788
  nChanged 31
		SP:Iteration 9Q (19411.900000 sec): 3 clusters
  Score: Raw -82380.653403 + Penalty 2246.317873 = -80134.335530
  nChanged 29
		SP:Iteration 10Q (19412.090000 sec): 3 clusters
  Score: Raw -82412.349660 + Penalty 2246.317873 = -80166.031788
  nChanged 18
		SP:Iteration 11Q (19412.260000 sec): 3 clusters
  Score: Raw -82431.361333 + Penalty 2246.317873 = -80185.043460
  nChanged 15
		SP:Iteration 12Q (19412.460000 sec): 3 clusters
  Score: Raw -82446.101463 + Penalty 2246.317873 = -80199.783590
  nChanged 14
		SP:Iteration 13Q (19412.650000 sec): 3 clusters
  Score: Raw -82459.642652 + Penalty 2246.317873 = -80213.324779
  nChanged 10
		SP:Iteration 14Q (19412.850000 sec): 3 clusters
  Score: Raw -82476.501229 + Penalty 2246.317873 = -80230.183356
  nChanged 8
		SP:Iteration 15Q (19413.050000 sec): 3 clusters
  Score: Raw -82489.608208 + Penalty 2246.317873 = -80243.290336
  nChanged 6
		SP:Iteration 16Q (19413.240000 sec): 3 clusters
  Score: Raw -82493.821850 + Penalty 2246.317873 = -80247.503978
  nChanged 2
		SP:Iteration 17Q (19413.420000 sec): 3 clusters
  Score: Raw -82495.222638 + Penalty 2246.317873 = -80248.904765
  nChanged 2
		SP:Iteration 18Q (19413.580000 sec): 3 clusters
  Score: Raw -82497.484148 + Penalty 2246.317873 = -80251.166275
  nChanged 2
		SP:Iteration 19Q (19413.750000 sec): 3 clusters
  Score: Raw -82498.135470 + Penalty 2246.317873 = -80251.817598
  nChanged 0
		SP:Iteration 20F (19413.900000 sec): 3 clusters
  Score: Raw -82498.135470 + Penalty 2246.317873 = -80251.817598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 89 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19413.960000 sec): 2 clusters
  Score: Raw -61431.131911 + Penalty 1107.363221 = -60323.768690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19414.130000 sec): 3 clusters
  Score: Raw -61167.749583 + Penalty 2214.726442 = -58953.023141
  nChanged 284
		SP:Iteration 1F (19414.300000 sec): 3 clusters
  Score: Raw -61491.930598 + Penalty 2214.726442 = -59277.204156
  nChanged 83
		SP:Iteration 2F (19414.500000 sec): 3 clusters
  Score: Raw -61646.058046 + Penalty 2214.726442 = -59431.331605
  nChanged 52
		SP:Iteration 3F (19414.700000 sec): 3 clusters
  Score: Raw -61729.227361 + Penalty 2214.726442 = -59514.500919
  nChanged 31
		SP:Iteration 4Q (19414.820000 sec): 3 clusters
  Score: Raw -61767.694881 + Penalty 2214.726442 = -59552.968439
  nChanged 26
		SP:Iteration 5Q (19415.010000 sec): 3 clusters
  Score: Raw -61806.427429 + Penalty 2214.726442 = -59591.700987
  nChanged 27
		SP:Iteration 6Q (19415.140000 sec): 3 clusters
  Score: Raw -61842.237167 + Penalty 2214.726442 = -59627.510726
  nChanged 19
		SP:Iteration 7Q (19415.340000 sec): 3 clusters
  Score: Raw -61858.868326 + Penalty 2214.726442 = -59644.141885
  nChanged 21
		SP:Iteration 8Q (19415.510000 sec): 3 clusters
  Score: Raw -61878.074693 + Penalty 2214.726442 = -59663.348252
  nChanged 12
		SP:Iteration 9Q (19415.650000 sec): 3 clusters
  Score: Raw -61888.933948 + Penalty 2214.726442 = -59674.207506
  nChanged 14
		SP:Iteration 10Q (19415.810000 sec): 3 clusters
  Score: Raw -61901.090635 + Penalty 2214.726442 = -59686.364194
  nChanged 13
		SP:Iteration 11Q (19415.960000 sec): 3 clusters
  Score: Raw -61915.366094 + Penalty 2214.726442 = -59700.639652
  nChanged 13
		SP:Iteration 12Q (19416.160000 sec): 3 clusters
  Score: Raw -61925.598913 + Penalty 2214.726442 = -59710.872471
  nChanged 15
		SP:Iteration 13Q (19416.320000 sec): 3 clusters
  Score: Raw -61938.559083 + Penalty 2214.726442 = -59723.832641
  nChanged 14
		SP:Iteration 14Q (19416.500000 sec): 3 clusters
  Score: Raw -61957.641750 + Penalty 2214.726442 = -59742.915309
  nChanged 16
		SP:Iteration 15Q (19416.690000 sec): 3 clusters
  Score: Raw -61978.351280 + Penalty 2214.726442 = -59763.624839
  nChanged 16
		SP:Iteration 16Q (19416.920000 sec): 3 clusters
  Score: Raw -61998.464465 + Penalty 2214.726442 = -59783.738023
  nChanged 12
		SP:Iteration 17Q (19417.110000 sec): 3 clusters
  Score: Raw -62021.942757 + Penalty 2214.726442 = -59807.216316
  nChanged 16
		SP:Iteration 18Q (19417.280000 sec): 3 clusters
  Score: Raw -62053.829828 + Penalty 2214.726442 = -59839.103386
  nChanged 14
		SP:Iteration 19Q (19417.400000 sec): 3 clusters
  Score: Raw -62071.803903 + Penalty 2214.726442 = -59857.077462
  nChanged 17
		SP:Iteration 20F (19417.540000 sec): 3 clusters
  Score: Raw -62094.760562 + Penalty 2214.726442 = -59880.034120
  nChanged 16
		SP:Iteration 21Q (19417.700000 sec): 3 clusters
  Score: Raw -62113.242061 + Penalty 2214.726442 = -59898.515619
  nChanged 13
		SP:Iteration 22Q (19417.860000 sec): 3 clusters
  Score: Raw -62129.708841 + Penalty 2214.726442 = -59914.982399
  nChanged 9
		SP:Iteration 23Q (19418.030000 sec): 3 clusters
  Score: Raw -62144.947938 + Penalty 2214.726442 = -59930.221496
  nChanged 8
		SP:Iteration 24Q (19418.200000 sec): 3 clusters
  Score: Raw -62161.016516 + Penalty 2214.726442 = -59946.290074
  nChanged 9
		SP:Iteration 25Q (19418.380000 sec): 3 clusters
  Score: Raw -62176.252362 + Penalty 2214.726442 = -59961.525920
  nChanged 7
		SP:Iteration 26Q (19418.540000 sec): 3 clusters
  Score: Raw -62193.869190 + Penalty 2214.726442 = -59979.142748
  nChanged 7
		SP:Iteration 27Q (19418.680000 sec): 3 clusters
  Score: Raw -62204.426813 + Penalty 2214.726442 = -59989.700372
  nChanged 7
		SP:Iteration 28Q (19418.850000 sec): 3 clusters
  Score: Raw -62217.046896 + Penalty 2214.726442 = -60002.320455
  nChanged 7
		SP:Iteration 29Q (19419.040000 sec): 3 clusters
  Score: Raw -62231.232617 + Penalty 2214.726442 = -60016.506176
  nChanged 2
		SP:Iteration 30Q (19419.180000 sec): 3 clusters
  Score: Raw -62234.169467 + Penalty 2214.726442 = -60019.443026
  nChanged 1
		SP:Iteration 31Q (19419.350000 sec): 3 clusters
  Score: Raw -62235.342621 + Penalty 2214.726442 = -60020.616180
  nChanged 0
		SP:Iteration 32F (19419.520000 sec): 3 clusters
  Score: Raw -62235.342621 + Penalty 2214.726442 = -60020.616180
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 90 (2434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19419.610000 sec): 2 clusters
  Score: Raw -185138.151307 + Penalty 1267.059832 = -183871.091475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19419.790000 sec): 3 clusters
  Score: Raw -184060.288320 + Penalty 2534.119664 = -181526.168656
  nChanged 874
		SP:Iteration 1F (19420.020000 sec): 3 clusters
  Score: Raw -184642.284601 + Penalty 2534.119664 = -182108.164937
  nChanged 184
		SP:Iteration 2F (19420.170000 sec): 3 clusters
  Score: Raw -184778.153111 + Penalty 2534.119664 = -182244.033447
  nChanged 125
		SP:Iteration 3F (19420.340000 sec): 3 clusters
  Score: Raw -184855.281900 + Penalty 2534.119664 = -182321.162236
  nChanged 84
		SP:Iteration 4Q (19420.490000 sec): 3 clusters
  Score: Raw -184906.906250 + Penalty 2534.119664 = -182372.786587
  nChanged 68
		SP:Iteration 5Q (19420.700000 sec): 3 clusters
  Score: Raw -184952.592342 + Penalty 2534.119664 = -182418.472678
  nChanged 60
		SP:Iteration 6Q (19420.840000 sec): 3 clusters
  Score: Raw -184995.481024 + Penalty 2534.119664 = -182461.361360
  nChanged 59
		SP:Iteration 7Q (19421.040000 sec): 3 clusters
  Score: Raw -185033.978869 + Penalty 2534.119664 = -182499.859205
  nChanged 53
		SP:Iteration 8Q (19421.200000 sec): 3 clusters
  Score: Raw -185064.153722 + Penalty 2534.119664 = -182530.034058
  nChanged 41
		SP:Iteration 9Q (19421.420000 sec): 3 clusters
  Score: Raw -185090.157533 + Penalty 2534.119664 = -182556.037869
  nChanged 33
		SP:Iteration 10Q (19421.580000 sec): 3 clusters
  Score: Raw -185108.278117 + Penalty 2534.119664 = -182574.158454
  nChanged 27
		SP:Iteration 11Q (19421.730000 sec): 3 clusters
  Score: Raw -185119.663437 + Penalty 2534.119664 = -182585.543773
  nChanged 24
		SP:Iteration 12Q (19421.970000 sec): 3 clusters
  Score: Raw -185133.355083 + Penalty 2534.119664 = -182599.235419
  nChanged 21
		SP:Iteration 13Q (19422.120000 sec): 3 clusters
  Score: Raw -185146.074631 + Penalty 2534.119664 = -182611.954967
  nChanged 22
		SP:Iteration 14Q (19422.330000 sec): 3 clusters
  Score: Raw -185159.832796 + Penalty 2534.119664 = -182625.713132
  nChanged 21
		SP:Iteration 15Q (19422.520000 sec): 3 clusters
  Score: Raw -185172.712155 + Penalty 2534.119664 = -182638.592491
  nChanged 26
		SP:Iteration 16Q (19422.660000 sec): 3 clusters
  Score: Raw -185189.472382 + Penalty 2534.119664 = -182655.352718
  nChanged 34
		SP:Iteration 17Q (19422.840000 sec): 3 clusters
  Score: Raw -185217.076699 + Penalty 2534.119664 = -182682.957035
  nChanged 29
		SP:Iteration 18Q (19423.030000 sec): 3 clusters
  Score: Raw -185236.419133 + Penalty 2534.119664 = -182702.299469
  nChanged 26
		SP:Iteration 19Q (19423.190000 sec): 3 clusters
  Score: Raw -185251.311645 + Penalty 2534.119664 = -182717.191981
  nChanged 21
		SP:Iteration 20F (19423.330000 sec): 3 clusters
  Score: Raw -185265.903529 + Penalty 2534.119664 = -182731.783865
  nChanged 21
		SP:Iteration 21Q (19423.520000 sec): 3 clusters
  Score: Raw -185276.282457 + Penalty 2534.119664 = -182742.162793
  nChanged 21
		SP:Iteration 22Q (19423.700000 sec): 3 clusters
  Score: Raw -185288.322280 + Penalty 2534.119664 = -182754.202616
  nChanged 19
		SP:Iteration 23Q (19423.870000 sec): 3 clusters
  Score: Raw -185300.986436 + Penalty 2534.119664 = -182766.866772
  nChanged 20
		SP:Iteration 24Q (19424.060000 sec): 3 clusters
  Score: Raw -185316.595664 + Penalty 2534.119664 = -182782.476000
  nChanged 28
		SP:Iteration 25Q (19424.250000 sec): 3 clusters
  Score: Raw -185335.510759 + Penalty 2534.119664 = -182801.391096
  nChanged 25
		SP:Iteration 26Q (19424.530000 sec): 3 clusters
  Score: Raw -185351.847533 + Penalty 2534.119664 = -182817.727869
  nChanged 26
		SP:Iteration 27Q (19424.710000 sec): 3 clusters
  Score: Raw -185373.257908 + Penalty 2534.119664 = -182839.138244
  nChanged 29
		SP:Iteration 28Q (19424.870000 sec): 3 clusters
  Score: Raw -185403.872616 + Penalty 2534.119664 = -182869.752952
  nChanged 32
		SP:Iteration 29Q (19425.020000 sec): 3 clusters
  Score: Raw -185437.693729 + Penalty 2534.119664 = -182903.574065
  nChanged 37
		SP:Iteration 30Q (19425.220000 sec): 3 clusters
  Score: Raw -185469.549821 + Penalty 2534.119664 = -182935.430157
  nChanged 35
		SP:Iteration 31Q (19425.400000 sec): 3 clusters
  Score: Raw -185506.203236 + Penalty 2534.119664 = -182972.083572
  nChanged 32
		SP:Iteration 32Q (19425.520000 sec): 3 clusters
  Score: Raw -185542.346831 + Penalty 2534.119664 = -183008.227167
  nChanged 24
		SP:Iteration 33Q (19425.680000 sec): 3 clusters
  Score: Raw -185567.641944 + Penalty 2534.119664 = -183033.522280
  nChanged 18
		SP:Iteration 34Q (19425.780000 sec): 3 clusters
  Score: Raw -185579.382491 + Penalty 2534.119664 = -183045.262827
  nChanged 14
		SP:Iteration 35Q (19425.910000 sec): 3 clusters
  Score: Raw -185594.313334 + Penalty 2534.119664 = -183060.193670
  nChanged 18
		SP:Iteration 36Q (19426.050000 sec): 3 clusters
  Score: Raw -185611.340015 + Penalty 2534.119664 = -183077.220351
  nChanged 16
		SP:Iteration 37Q (19426.220000 sec): 3 clusters
  Score: Raw -185629.435173 + Penalty 2534.119664 = -183095.315509
  nChanged 19
		SP:Iteration 38Q (19426.440000 sec): 3 clusters
  Score: Raw -185644.450627 + Penalty 2534.119664 = -183110.330963
  nChanged 14
		SP:Iteration 39Q (19426.590000 sec): 3 clusters
  Score: Raw -185661.752965 + Penalty 2534.119664 = -183127.633301
  nChanged 17
		SP:Iteration 40F (19426.770000 sec): 3 clusters
  Score: Raw -185676.553392 + Penalty 2534.119664 = -183142.433728
  nChanged 15
		SP:Iteration 41Q (19426.910000 sec): 3 clusters
  Score: Raw -185689.040114 + Penalty 2534.119664 = -183154.920450
  nChanged 13
		SP:Iteration 42Q (19427.020000 sec): 3 clusters
  Score: Raw -185699.296173 + Penalty 2534.119664 = -183165.176509
  nChanged 8
		SP:Iteration 43Q (19427.240000 sec): 3 clusters
  Score: Raw -185705.150224 + Penalty 2534.119664 = -183171.030560
  nChanged 9
		SP:Iteration 44Q (19427.360000 sec): 3 clusters
  Score: Raw -185712.359657 + Penalty 2534.119664 = -183178.239993
  nChanged 9
		SP:Iteration 45Q (19427.500000 sec): 3 clusters
  Score: Raw -185722.592995 + Penalty 2534.119664 = -183188.473331
  nChanged 13
		SP:Iteration 46Q (19427.680000 sec): 3 clusters
  Score: Raw -185739.381172 + Penalty 2534.119664 = -183205.261508
  nChanged 6
		SP:Iteration 47Q (19427.890000 sec): 3 clusters
  Score: Raw -185745.728968 + Penalty 2534.119664 = -183211.609304
  nChanged 8
		SP:Iteration 48Q (19428.060000 sec): 3 clusters
  Score: Raw -185750.304116 + Penalty 2534.119664 = -183216.184452
  nChanged 6
		SP:Iteration 49Q (19428.230000 sec): 3 clusters
  Score: Raw -185752.456165 + Penalty 2534.119664 = -183218.336502
  nChanged 6
		SP:Iteration 50Q (19428.370000 sec): 3 clusters
  Score: Raw -185756.380543 + Penalty 2534.119664 = -183222.260879
  nChanged 6
		SP:Iteration 51Q (19428.540000 sec): 3 clusters
  Score: Raw -185760.988425 + Penalty 2534.119664 = -183226.868761
  nChanged 5
		SP:Iteration 52Q (19428.750000 sec): 3 clusters
  Score: Raw -185765.208523 + Penalty 2534.119664 = -183231.088859
  nChanged 12
		SP:Iteration 53Q (19428.840000 sec): 3 clusters
  Score: Raw -185776.104680 + Penalty 2534.119664 = -183241.985016
  nChanged 7
		SP:Iteration 54Q (19428.970000 sec): 3 clusters
  Score: Raw -185780.748345 + Penalty 2534.119664 = -183246.628681
  nChanged 7
		SP:Iteration 55Q (19429.110000 sec): 3 clusters
  Score: Raw -185784.446230 + Penalty 2534.119664 = -183250.326566
  nChanged 3
		SP:Iteration 56Q (19429.260000 sec): 3 clusters
  Score: Raw -185786.340752 + Penalty 2534.119664 = -183252.221088
  nChanged 6
		SP:Iteration 57Q (19429.460000 sec): 3 clusters
  Score: Raw -185791.539274 + Penalty 2534.119664 = -183257.419610
  nChanged 9
		SP:Iteration 58Q (19429.600000 sec): 3 clusters
  Score: Raw -185799.384580 + Penalty 2534.119664 = -183265.264917
  nChanged 12
		SP:Iteration 59Q (19429.770000 sec): 3 clusters
  Score: Raw -185809.788377 + Penalty 2534.119664 = -183275.668713
  nChanged 11
		SP:Iteration 60F (19429.970000 sec): 3 clusters
  Score: Raw -185816.996554 + Penalty 2534.119664 = -183282.876890
  nChanged 9
		SP:Iteration 61Q (19430.090000 sec): 3 clusters
  Score: Raw -185823.488966 + Penalty 2534.119664 = -183289.369302
  nChanged 6
		SP:Iteration 62Q (19430.240000 sec): 3 clusters
  Score: Raw -185829.341760 + Penalty 2534.119664 = -183295.222096
  nChanged 12
		SP:Iteration 63Q (19430.380000 sec): 3 clusters
  Score: Raw -185839.486417 + Penalty 2534.119664 = -183305.366753
  nChanged 9
		SP:Iteration 64Q (19430.560000 sec): 3 clusters
  Score: Raw -185845.307494 + Penalty 2534.119664 = -183311.187830
  nChanged 4
		SP:Iteration 65Q (19430.730000 sec): 3 clusters
  Score: Raw -185846.997703 + Penalty 2534.119664 = -183312.878039
  nChanged 3
		SP:Iteration 66Q (19430.920000 sec): 3 clusters
  Score: Raw -185848.029937 + Penalty 2534.119664 = -183313.910273
  nChanged 4
		SP:Iteration 67Q (19431.070000 sec): 3 clusters
  Score: Raw -185851.056018 + Penalty 2534.119664 = -183316.936354
  nChanged 4
		SP:Iteration 68Q (19431.250000 sec): 3 clusters
  Score: Raw -185852.632926 + Penalty 2534.119664 = -183318.513262
  nChanged 2
		SP:Iteration 69Q (19431.400000 sec): 3 clusters
  Score: Raw -185853.935853 + Penalty 2534.119664 = -183319.816189
  nChanged 3
		SP:Iteration 70Q (19431.600000 sec): 3 clusters
  Score: Raw -185855.614630 + Penalty 2534.119664 = -183321.494966
  nChanged 3
		SP:Iteration 71Q (19431.740000 sec): 3 clusters
  Score: Raw -185857.400766 + Penalty 2534.119664 = -183323.281102
  nChanged 5
		SP:Iteration 72Q (19431.910000 sec): 3 clusters
  Score: Raw -185860.237229 + Penalty 2534.119664 = -183326.117565
  nChanged 2
		SP:Iteration 73Q (19432.050000 sec): 3 clusters
  Score: Raw -185861.466283 + Penalty 2534.119664 = -183327.346620
  nChanged 1
		SP:Iteration 74Q (19432.250000 sec): 3 clusters
  Score: Raw -185861.935734 + Penalty 2534.119664 = -183327.816070
  nChanged 0
		SP:Iteration 75F (19432.420000 sec): 3 clusters
  Score: Raw -185861.935734 + Penalty 2534.119664 = -183327.816070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 91 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19432.500000 sec): 2 clusters
  Score: Raw -60935.151904 + Penalty 1075.545085 = -59859.606819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19432.650000 sec): 3 clusters
  Score: Raw -60740.044354 + Penalty 2151.090170 = -58588.954184
  nChanged 219
		SP:Iteration 1F (19432.810000 sec): 3 clusters
  Score: Raw -60968.057844 + Penalty 2151.090170 = -58816.967674
  nChanged 38
		SP:Iteration 2F (19432.980000 sec): 3 clusters
  Score: Raw -61014.775215 + Penalty 2151.090170 = -58863.685046
  nChanged 21
		SP:Iteration 3Q (19433.150000 sec): 3 clusters
  Score: Raw -61056.924734 + Penalty 2151.090170 = -58905.834564
  nChanged 27
		SP:Iteration 4Q (19433.280000 sec): 3 clusters
  Score: Raw -61086.255412 + Penalty 2151.090170 = -58935.165242
  nChanged 23
		SP:Iteration 5Q (19433.460000 sec): 3 clusters
  Score: Raw -61140.974159 + Penalty 2151.090170 = -58989.883989
  nChanged 28
		SP:Iteration 6Q (19433.610000 sec): 3 clusters
  Score: Raw -61185.901139 + Penalty 2151.090170 = -59034.810969
  nChanged 20
		SP:Iteration 7Q (19433.820000 sec): 3 clusters
  Score: Raw -61211.987780 + Penalty 2151.090170 = -59060.897610
  nChanged 15
		SP:Iteration 8Q (19433.950000 sec): 3 clusters
  Score: Raw -61232.454216 + Penalty 2151.090170 = -59081.364046
  nChanged 14
		SP:Iteration 9Q (19434.140000 sec): 3 clusters
  Score: Raw -61252.574006 + Penalty 2151.090170 = -59101.483836
  nChanged 10
		SP:Iteration 10Q (19434.300000 sec): 3 clusters
  Score: Raw -61268.845556 + Penalty 2151.090170 = -59117.755386
  nChanged 7
		SP:Iteration 11Q (19434.440000 sec): 3 clusters
  Score: Raw -61284.052513 + Penalty 2151.090170 = -59132.962343
  nChanged 2
		SP:Iteration 12Q (19434.580000 sec): 3 clusters
  Score: Raw -61290.471243 + Penalty 2151.090170 = -59139.381073
  nChanged 5
		SP:Iteration 13Q (19434.760000 sec): 3 clusters
  Score: Raw -61302.556186 + Penalty 2151.090170 = -59151.466017
  nChanged 5
		SP:Iteration 14Q (19434.940000 sec): 3 clusters
  Score: Raw -61313.436831 + Penalty 2151.090170 = -59162.346661
  nChanged 8
		SP:Iteration 15Q (19435.130000 sec): 3 clusters
  Score: Raw -61324.333265 + Penalty 2151.090170 = -59173.243096
  nChanged 6
		SP:Iteration 16Q (19435.310000 sec): 3 clusters
  Score: Raw -61333.609592 + Penalty 2151.090170 = -59182.519422
  nChanged 5
		SP:Iteration 17Q (19435.450000 sec): 3 clusters
  Score: Raw -61338.128193 + Penalty 2151.090170 = -59187.038023
  nChanged 4
		SP:Iteration 18Q (19435.630000 sec): 3 clusters
  Score: Raw -61343.822966 + Penalty 2151.090170 = -59192.732796
  nChanged 0
		SP:Iteration 19F (19435.770000 sec): 3 clusters
  Score: Raw -61343.822966 + Penalty 2151.090170 = -59192.732796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 92 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19435.830000 sec): 2 clusters
  Score: Raw -23083.969414 + Penalty 963.558236 = -22120.411178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19435.980000 sec): 3 clusters
  Score: Raw -23122.407574 + Penalty 1927.116472 = -21195.291103
  nChanged 72
		SP:Iteration 1F (19436.170000 sec): 3 clusters
  Score: Raw -23241.298187 + Penalty 1927.116472 = -21314.181715
  nChanged 30
		SP:Iteration 2F (19436.320000 sec): 3 clusters
  Score: Raw -23294.552145 + Penalty 1927.116472 = -21367.435673
  nChanged 11
		SP:Iteration 3Q (19436.460000 sec): 3 clusters
  Score: Raw -23325.123923 + Penalty 1927.116472 = -21398.007451
  nChanged 10
		SP:Iteration 4Q (19436.600000 sec): 3 clusters
  Score: Raw -23345.509767 + Penalty 1927.116472 = -21418.393295
  nChanged 4
		SP:Iteration 5Q (19436.820000 sec): 3 clusters
  Score: Raw -23355.246719 + Penalty 1927.116472 = -21428.130248
  nChanged 2
		SP:Iteration 6Q (19436.970000 sec): 3 clusters
  Score: Raw -23358.902358 + Penalty 1927.116472 = -21431.785886
  nChanged 2
		SP:Iteration 7Q (19437.130000 sec): 3 clusters
  Score: Raw -23362.820061 + Penalty 1927.116472 = -21435.703590
  nChanged 4
		SP:Iteration 8Q (19437.300000 sec): 3 clusters
  Score: Raw -23374.006063 + Penalty 1927.116472 = -21446.889591
  nChanged 5
		SP:Iteration 9Q (19437.480000 sec): 3 clusters
  Score: Raw -23383.369579 + Penalty 1927.116472 = -21456.253108
  nChanged 1
		SP:Iteration 10Q (19437.760000 sec): 3 clusters
  Score: Raw -23386.322775 + Penalty 1927.116472 = -21459.206303
  nChanged 1
		SP:Iteration 11Q (19437.930000 sec): 3 clusters
  Score: Raw -23388.755442 + Penalty 1927.116472 = -21461.638970
  nChanged 0
		SP:Iteration 12F (19438.130000 sec): 3 clusters
  Score: Raw -23388.755442 + Penalty 1927.116472 = -21461.638970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 93 (609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19438.210000 sec): 2 clusters
  Score: Raw -50013.779343 + Penalty 1041.920469 = -48971.858874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19438.390000 sec): 3 clusters
  Score: Raw -49862.911454 + Penalty 2083.840937 = -47779.070517
  nChanged 150
		SP:Iteration 1F (19438.580000 sec): 3 clusters
  Score: Raw -50052.800377 + Penalty 2083.840937 = -47968.959440
  nChanged 46
		SP:Iteration 2F (19438.720000 sec): 3 clusters
  Score: Raw -50108.688398 + Penalty 2083.840937 = -48024.847461
  nChanged 17
		SP:Iteration 3Q (19438.870000 sec): 3 clusters
  Score: Raw -50128.376455 + Penalty 2083.840937 = -48044.535518
  nChanged 6
		SP:Iteration 4Q (19438.990000 sec): 3 clusters
  Score: Raw -50136.909635 + Penalty 2083.840937 = -48053.068698
  nChanged 4
		SP:Iteration 5Q (19439.150000 sec): 3 clusters
  Score: Raw -50141.864481 + Penalty 2083.840937 = -48058.023544
  nChanged 3
		SP:Iteration 6Q (19439.300000 sec): 3 clusters
  Score: Raw -50144.868367 + Penalty 2083.840937 = -48061.027430
  nChanged 0
		SP:Iteration 7F (19439.460000 sec): 3 clusters
  Score: Raw -50144.868367 + Penalty 2083.840937 = -48061.027430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 94 (2053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19439.520000 sec): 2 clusters
  Score: Raw -149746.266331 + Penalty 1239.396830 = -148506.869500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19439.710000 sec): 3 clusters
  Score: Raw -148861.724690 + Penalty 2478.793661 = -146382.931029
  nChanged 729
		SP:Iteration 1F (19439.900000 sec): 3 clusters
  Score: Raw -149363.528179 + Penalty 2478.793661 = -146884.734518
  nChanged 207
		SP:Iteration 2F (19440.050000 sec): 3 clusters
  Score: Raw -149570.733461 + Penalty 2478.793661 = -147091.939800
  nChanged 131
		SP:Iteration 3F (19440.210000 sec): 3 clusters
  Score: Raw -149699.593638 + Penalty 2478.793661 = -147220.799977
  nChanged 117
		SP:Iteration 4F (19440.400000 sec): 3 clusters
  Score: Raw -149821.901587 + Penalty 2478.793661 = -147343.107926
  nChanged 107
		SP:Iteration 5F (19440.520000 sec): 3 clusters
  Score: Raw -149927.995110 + Penalty 2478.793661 = -147449.201449
  nChanged 89
		SP:Iteration 6Q (19440.670000 sec): 3 clusters
  Score: Raw -149996.373667 + Penalty 2478.793661 = -147517.580006
  nChanged 62
		SP:Iteration 7Q (19440.840000 sec): 3 clusters
  Score: Raw -150053.537323 + Penalty 2478.793661 = -147574.743663
  nChanged 58
		SP:Iteration 8Q (19440.980000 sec): 3 clusters
  Score: Raw -150106.896192 + Penalty 2478.793661 = -147628.102531
  nChanged 37
		SP:Iteration 9Q (19441.130000 sec): 3 clusters
  Score: Raw -150132.739700 + Penalty 2478.793661 = -147653.946039
  nChanged 28
		SP:Iteration 10Q (19441.260000 sec): 3 clusters
  Score: Raw -150162.533944 + Penalty 2478.793661 = -147683.740283
  nChanged 29
		SP:Iteration 11Q (19441.450000 sec): 3 clusters
  Score: Raw -150188.843936 + Penalty 2478.793661 = -147710.050275
  nChanged 34
		SP:Iteration 12Q (19441.660000 sec): 3 clusters
  Score: Raw -150215.327374 + Penalty 2478.793661 = -147736.533714
  nChanged 22
		SP:Iteration 13Q (19441.820000 sec): 3 clusters
  Score: Raw -150231.541509 + Penalty 2478.793661 = -147752.747849
  nChanged 18
		SP:Iteration 14Q (19442.020000 sec): 3 clusters
  Score: Raw -150244.285872 + Penalty 2478.793661 = -147765.492211
  nChanged 18
		SP:Iteration 15Q (19442.160000 sec): 3 clusters
  Score: Raw -150256.449975 + Penalty 2478.793661 = -147777.656314
  nChanged 12
		SP:Iteration 16Q (19442.310000 sec): 3 clusters
  Score: Raw -150263.453233 + Penalty 2478.793661 = -147784.659573
  nChanged 9
		SP:Iteration 17Q (19442.540000 sec): 3 clusters
  Score: Raw -150268.902517 + Penalty 2478.793661 = -147790.108856
  nChanged 8
		SP:Iteration 18Q (19442.700000 sec): 3 clusters
  Score: Raw -150273.014511 + Penalty 2478.793661 = -147794.220850
  nChanged 4
		SP:Iteration 19Q (19442.910000 sec): 3 clusters
  Score: Raw -150275.054552 + Penalty 2478.793661 = -147796.260892
  nChanged 5
		SP:Iteration 20F (19443.050000 sec): 3 clusters
  Score: Raw -150277.493140 + Penalty 2478.793661 = -147798.699479
  nChanged 4
		SP:Iteration 21Q (19443.220000 sec): 3 clusters
  Score: Raw -150281.007102 + Penalty 2478.793661 = -147802.213441
  nChanged 6
		SP:Iteration 22Q (19443.440000 sec): 3 clusters
  Score: Raw -150283.776739 + Penalty 2478.793661 = -147804.983079
  nChanged 2
		SP:Iteration 23Q (19443.580000 sec): 3 clusters
  Score: Raw -150285.023447 + Penalty 2478.793661 = -147806.229786
  nChanged 2
		SP:Iteration 24Q (19443.760000 sec): 3 clusters
  Score: Raw -150285.758829 + Penalty 2478.793661 = -147806.965168
  nChanged 2
		SP:Iteration 25Q (19443.980000 sec): 3 clusters
  Score: Raw -150286.667247 + Penalty 2478.793661 = -147807.873587
  nChanged 0
		SP:Iteration 26F (19444.110000 sec): 3 clusters
  Score: Raw -150286.667247 + Penalty 2478.793661 = -147807.873587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 95 (1313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19444.200000 sec): 2 clusters
  Score: Raw -102102.666626 + Penalty 1166.761355 = -100935.905271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19444.340000 sec): 3 clusters
  Score: Raw -101634.803756 + Penalty 2333.522709 = -99301.281047
  nChanged 416
		SP:Iteration 1F (19444.530000 sec): 3 clusters
  Score: Raw -101968.803516 + Penalty 2333.522709 = -99635.280807
  nChanged 105
		SP:Iteration 2F (19444.670000 sec): 3 clusters
  Score: Raw -102051.330105 + Penalty 2333.522709 = -99717.807396
  nChanged 55
		SP:Iteration 3Q (19444.790000 sec): 3 clusters
  Score: Raw -102086.304615 + Penalty 2333.522709 = -99752.781906
  nChanged 32
		SP:Iteration 4Q (19444.950000 sec): 3 clusters
  Score: Raw -102108.111184 + Penalty 2333.522709 = -99774.588475
  nChanged 33
		SP:Iteration 5Q (19445.080000 sec): 3 clusters
  Score: Raw -102127.283230 + Penalty 2333.522709 = -99793.760521
  nChanged 20
		SP:Iteration 6Q (19445.240000 sec): 3 clusters
  Score: Raw -102147.654463 + Penalty 2333.522709 = -99814.131754
  nChanged 24
		SP:Iteration 7Q (19445.420000 sec): 3 clusters
  Score: Raw -102166.910214 + Penalty 2333.522709 = -99833.387505
  nChanged 26
		SP:Iteration 8Q (19445.580000 sec): 3 clusters
  Score: Raw -102186.240461 + Penalty 2333.522709 = -99852.717752
  nChanged 18
		SP:Iteration 9Q (19445.750000 sec): 3 clusters
  Score: Raw -102196.822043 + Penalty 2333.522709 = -99863.299334
  nChanged 10
		SP:Iteration 10Q (19445.910000 sec): 3 clusters
  Score: Raw -102202.442660 + Penalty 2333.522709 = -99868.919950
  nChanged 6
		SP:Iteration 11Q (19446.050000 sec): 3 clusters
  Score: Raw -102206.037261 + Penalty 2333.522709 = -99872.514551
  nChanged 8
		SP:Iteration 12Q (19446.180000 sec): 3 clusters
  Score: Raw -102209.427890 + Penalty 2333.522709 = -99875.905180
  nChanged 6
		SP:Iteration 13Q (19446.400000 sec): 3 clusters
  Score: Raw -102214.122976 + Penalty 2333.522709 = -99880.600267
  nChanged 6
		SP:Iteration 14Q (19446.540000 sec): 3 clusters
  Score: Raw -102216.635505 + Penalty 2333.522709 = -99883.112796
  nChanged 4
		SP:Iteration 15Q (19446.780000 sec): 3 clusters
  Score: Raw -102218.376376 + Penalty 2333.522709 = -99884.853667
  nChanged 5
		SP:Iteration 16Q (19446.920000 sec): 3 clusters
  Score: Raw -102220.663830 + Penalty 2333.522709 = -99887.141121
  nChanged 9
		SP:Iteration 17Q (19447.100000 sec): 3 clusters
  Score: Raw -102225.749230 + Penalty 2333.522709 = -99892.226521
  nChanged 10
		SP:Iteration 18Q (19447.250000 sec): 3 clusters
  Score: Raw -102233.621387 + Penalty 2333.522709 = -99900.098678
  nChanged 9
		SP:Iteration 19Q (19447.370000 sec): 3 clusters
  Score: Raw -102239.419921 + Penalty 2333.522709 = -99905.897212
  nChanged 2
		SP:Iteration 20F (19447.550000 sec): 3 clusters
  Score: Raw -102240.937861 + Penalty 2333.522709 = -99907.415152
  nChanged 1
		SP:Iteration 21Q (19447.690000 sec): 3 clusters
  Score: Raw -102241.321699 + Penalty 2333.522709 = -99907.798990
  nChanged 0
		SP:Iteration 22F (19447.830000 sec): 3 clusters
  Score: Raw -102241.321699 + Penalty 2333.522709 = -99907.798990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 96 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19447.890000 sec): 2 clusters
  Score: Raw -234870.612549 + Penalty 1292.414231 = -233578.198318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19448.070000 sec): 3 clusters
  Score: Raw -233525.838187 + Penalty 2584.828463 = -230941.009724
  nChanged 1073
		SP:Iteration 1F (19448.270000 sec): 3 clusters
  Score: Raw -234123.216805 + Penalty 2584.828463 = -231538.388343
  nChanged 192
		SP:Iteration 2F (19448.480000 sec): 3 clusters
  Score: Raw -234233.815679 + Penalty 2584.828463 = -231648.987216
  nChanged 125
		SP:Iteration 3Q (19448.640000 sec): 3 clusters
  Score: Raw -234304.293369 + Penalty 2584.828463 = -231719.464907
  nChanged 107
		SP:Iteration 4Q (19448.770000 sec): 3 clusters
  Score: Raw -234358.173529 + Penalty 2584.828463 = -231773.345066
  nChanged 78
		SP:Iteration 5Q (19448.890000 sec): 3 clusters
  Score: Raw -234403.181316 + Penalty 2584.828463 = -231818.352853
  nChanged 64
		SP:Iteration 6Q (19449.030000 sec): 3 clusters
  Score: Raw -234430.503857 + Penalty 2584.828463 = -231845.675394
  nChanged 39
		SP:Iteration 7Q (19449.200000 sec): 3 clusters
  Score: Raw -234446.098979 + Penalty 2584.828463 = -231861.270516
  nChanged 35
		SP:Iteration 8Q (19449.370000 sec): 3 clusters
  Score: Raw -234461.823752 + Penalty 2584.828463 = -231876.995289
  nChanged 37
		SP:Iteration 9Q (19449.600000 sec): 3 clusters
  Score: Raw -234477.155811 + Penalty 2584.828463 = -231892.327348
  nChanged 35
		SP:Iteration 10Q (19449.760000 sec): 3 clusters
  Score: Raw -234490.681696 + Penalty 2584.828463 = -231905.853233
  nChanged 33
		SP:Iteration 11Q (19449.930000 sec): 3 clusters
  Score: Raw -234503.373714 + Penalty 2584.828463 = -231918.545251
  nChanged 34
		SP:Iteration 12Q (19450.030000 sec): 3 clusters
  Score: Raw -234519.102762 + Penalty 2584.828463 = -231934.274299
  nChanged 43
		SP:Iteration 13Q (19450.150000 sec): 3 clusters
  Score: Raw -234540.645733 + Penalty 2584.828463 = -231955.817270
  nChanged 49
		SP:Iteration 14Q (19450.280000 sec): 3 clusters
  Score: Raw -234564.690722 + Penalty 2584.828463 = -231979.862260
  nChanged 54
		SP:Iteration 15Q (19450.470000 sec): 3 clusters
  Score: Raw -234590.534046 + Penalty 2584.828463 = -232005.705583
  nChanged 54
		SP:Iteration 16Q (19450.710000 sec): 3 clusters
  Score: Raw -234616.314860 + Penalty 2584.828463 = -232031.486397
  nChanged 50
		SP:Iteration 17Q (19450.890000 sec): 3 clusters
  Score: Raw -234644.867169 + Penalty 2584.828463 = -232060.038706
  nChanged 58
		SP:Iteration 18Q (19451.070000 sec): 3 clusters
  Score: Raw -234683.951337 + Penalty 2584.828463 = -232099.122874
  nChanged 52
		SP:Iteration 19Q (19451.220000 sec): 3 clusters
  Score: Raw -234717.039934 + Penalty 2584.828463 = -232132.211471
  nChanged 55
		SP:Iteration 20F (19451.350000 sec): 3 clusters
  Score: Raw -234757.758940 + Penalty 2584.828463 = -232172.930477
  nChanged 53
		SP:Iteration 21Q (19451.520000 sec): 3 clusters
  Score: Raw -234801.645096 + Penalty 2584.828463 = -232216.816634
  nChanged 59
		SP:Iteration 22Q (19451.670000 sec): 3 clusters
  Score: Raw -234849.968672 + Penalty 2584.828463 = -232265.140209
  nChanged 45
		SP:Iteration 23Q (19451.890000 sec): 3 clusters
  Score: Raw -234893.349826 + Penalty 2584.828463 = -232308.521363
  nChanged 40
		SP:Iteration 24Q (19452.140000 sec): 3 clusters
  Score: Raw -234922.075653 + Penalty 2584.828463 = -232337.247190
  nChanged 26
		SP:Iteration 25Q (19452.310000 sec): 3 clusters
  Score: Raw -234935.929401 + Penalty 2584.828463 = -232351.100939
  nChanged 20
		SP:Iteration 26Q (19452.520000 sec): 3 clusters
  Score: Raw -234947.062852 + Penalty 2584.828463 = -232362.234389
  nChanged 14
		SP:Iteration 27Q (19452.660000 sec): 3 clusters
  Score: Raw -234955.202358 + Penalty 2584.828463 = -232370.373895
  nChanged 15
		SP:Iteration 28Q (19452.780000 sec): 3 clusters
  Score: Raw -234964.270893 + Penalty 2584.828463 = -232379.442430
  nChanged 12
		SP:Iteration 29Q (19452.910000 sec): 3 clusters
  Score: Raw -234971.755748 + Penalty 2584.828463 = -232386.927285
  nChanged 15
		SP:Iteration 30Q (19453.090000 sec): 3 clusters
  Score: Raw -234981.427353 + Penalty 2584.828463 = -232396.598891
  nChanged 12
		SP:Iteration 31Q (19453.320000 sec): 3 clusters
  Score: Raw -234989.675509 + Penalty 2584.828463 = -232404.847046
  nChanged 15
		SP:Iteration 32Q (19453.560000 sec): 3 clusters
  Score: Raw -235000.049844 + Penalty 2584.828463 = -232415.221381
  nChanged 12
		SP:Iteration 33Q (19453.770000 sec): 3 clusters
  Score: Raw -235007.595071 + Penalty 2584.828463 = -232422.766609
  nChanged 10
		SP:Iteration 34Q (19453.960000 sec): 3 clusters
  Score: Raw -235013.976261 + Penalty 2584.828463 = -232429.147799
  nChanged 12
		SP:Iteration 35Q (19454.130000 sec): 3 clusters
  Score: Raw -235023.212812 + Penalty 2584.828463 = -232438.384349
  nChanged 7
		SP:Iteration 36Q (19454.390000 sec): 3 clusters
  Score: Raw -235028.059118 + Penalty 2584.828463 = -232443.230655
  nChanged 4
		SP:Iteration 37Q (19454.560000 sec): 3 clusters
  Score: Raw -235032.499174 + Penalty 2584.828463 = -232447.670711
  nChanged 10
		SP:Iteration 38Q (19454.750000 sec): 3 clusters
  Score: Raw -235041.906941 + Penalty 2584.828463 = -232457.078478
  nChanged 12
		SP:Iteration 39Q (19454.940000 sec): 3 clusters
  Score: Raw -235049.686425 + Penalty 2584.828463 = -232464.857962
  nChanged 8
		SP:Iteration 40F (19455.060000 sec): 3 clusters
  Score: Raw -235056.002753 + Penalty 2584.828463 = -232471.174290
  nChanged 7
		SP:Iteration 41Q (19455.220000 sec): 3 clusters
  Score: Raw -235062.009032 + Penalty 2584.828463 = -232477.180570
  nChanged 5
		SP:Iteration 42Q (19455.350000 sec): 3 clusters
  Score: Raw -235068.219263 + Penalty 2584.828463 = -232483.390801
  nChanged 7
		SP:Iteration 43Q (19455.510000 sec): 3 clusters
  Score: Raw -235075.138459 + Penalty 2584.828463 = -232490.309997
  nChanged 8
		SP:Iteration 44Q (19455.720000 sec): 3 clusters
  Score: Raw -235081.552157 + Penalty 2584.828463 = -232496.723694
  nChanged 7
		SP:Iteration 45Q (19455.890000 sec): 3 clusters
  Score: Raw -235086.804690 + Penalty 2584.828463 = -232501.976227
  nChanged 2
		SP:Iteration 46Q (19456.040000 sec): 3 clusters
  Score: Raw -235088.154809 + Penalty 2584.828463 = -232503.326347
  nChanged 1
		SP:Iteration 47Q (19456.190000 sec): 3 clusters
  Score: Raw -235089.318828 + Penalty 2584.828463 = -232504.490366
  nChanged 3
		SP:Iteration 48Q (19456.330000 sec): 3 clusters
  Score: Raw -235091.855450 + Penalty 2584.828463 = -232507.026988
  nChanged 1
		SP:Iteration 49Q (19456.540000 sec): 3 clusters
  Score: Raw -235092.522163 + Penalty 2584.828463 = -232507.693700
  nChanged 0
		SP:Iteration 50F (19456.740000 sec): 3 clusters
  Score: Raw -235092.522163 + Penalty 2584.828463 = -232507.693700
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 97 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19456.820000 sec): 2 clusters
  Score: Raw -47679.502165 + Penalty 1039.230010 = -46640.272155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19456.940000 sec): 3 clusters
  Score: Raw -47570.349271 + Penalty 2078.460019 = -45491.889251
  nChanged 153
		SP:Iteration 1F (19457.190000 sec): 3 clusters
  Score: Raw -47743.159767 + Penalty 2078.460019 = -45664.699748
  nChanged 41
		SP:Iteration 2F (19457.350000 sec): 3 clusters
  Score: Raw -47801.849358 + Penalty 2078.460019 = -45723.389338
  nChanged 26
		SP:Iteration 3Q (19457.520000 sec): 3 clusters
  Score: Raw -47847.198506 + Penalty 2078.460019 = -45768.738487
  nChanged 20
		SP:Iteration 4Q (19457.670000 sec): 3 clusters
  Score: Raw -47917.201573 + Penalty 2078.460019 = -45838.741554
  nChanged 29
		SP:Iteration 5Q (19457.840000 sec): 3 clusters
  Score: Raw -48191.248539 + Penalty 2078.460019 = -46112.788519
  nChanged 37
		SP:Iteration 6F (19457.960000 sec): 3 clusters
  Score: Raw -48410.638448 + Penalty 2078.460019 = -46332.178428
  nChanged 38
		SP:Iteration 7F (19458.090000 sec): 3 clusters
  Score: Raw -48483.573345 + Penalty 2078.460019 = -46405.113326
  nChanged 18
		SP:Iteration 8Q (19458.220000 sec): 3 clusters
  Score: Raw -48517.596991 + Penalty 2078.460019 = -46439.136972
  nChanged 9
		SP:Iteration 9Q (19458.360000 sec): 3 clusters
  Score: Raw -48538.084878 + Penalty 2078.460019 = -46459.624858
  nChanged 11
		SP:Iteration 10Q (19458.540000 sec): 3 clusters
  Score: Raw -48565.531172 + Penalty 2078.460019 = -46487.071153
  nChanged 8
		SP:Iteration 11Q (19458.760000 sec): 3 clusters
  Score: Raw -48582.552679 + Penalty 2078.460019 = -46504.092659
  nChanged 4
		SP:Iteration 12Q (19458.920000 sec): 3 clusters
  Score: Raw -48596.869707 + Penalty 2078.460019 = -46518.409688
  nChanged 4
		SP:Iteration 13Q (19459.030000 sec): 3 clusters
  Score: Raw -48610.754365 + Penalty 2078.460019 = -46532.294345
  nChanged 1
		SP:Iteration 14Q (19459.180000 sec): 3 clusters
  Score: Raw -48613.902568 + Penalty 2078.460019 = -46535.442548
  nChanged 1
		SP:Iteration 15Q (19459.340000 sec): 3 clusters
  Score: Raw -48615.684893 + Penalty 2078.460019 = -46537.224874
  nChanged 1
		SP:Iteration 16Q (19459.460000 sec): 3 clusters
  Score: Raw -48620.545143 + Penalty 2078.460019 = -46542.085124
  nChanged 3
		SP:Iteration 17Q (19459.590000 sec): 3 clusters
  Score: Raw -48634.927151 + Penalty 2078.460019 = -46556.467132
  nChanged 2
		SP:Iteration 18Q (19459.760000 sec): 3 clusters
  Score: Raw -48642.689783 + Penalty 2078.460019 = -46564.229764
  nChanged 3
		SP:Iteration 19Q (19459.920000 sec): 3 clusters
  Score: Raw -48651.147150 + Penalty 2078.460019 = -46572.687131
  nChanged 1
		SP:Iteration 20F (19460.100000 sec): 3 clusters
  Score: Raw -48656.192730 + Penalty 2078.460019 = -46577.732710
  nChanged 2
		SP:Iteration 21Q (19460.340000 sec): 3 clusters
  Score: Raw -48662.959151 + Penalty 2078.460019 = -46584.499132
  nChanged 1
		SP:Iteration 22Q (19460.480000 sec): 3 clusters
  Score: Raw -48668.408017 + Penalty 2078.460019 = -46589.947997
  nChanged 1
		SP:Iteration 23Q (19460.650000 sec): 3 clusters
  Score: Raw -48674.545169 + Penalty 2078.460019 = -46596.085149
  nChanged 0
		SP:Iteration 24F (19460.830000 sec): 3 clusters
  Score: Raw -48674.545169 + Penalty 2078.460019 = -46596.085149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 98 (945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19460.920000 sec): 2 clusters
  Score: Raw -73574.512632 + Penalty 1113.317551 = -72461.195082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19461.070000 sec): 3 clusters
  Score: Raw -73296.014724 + Penalty 2226.635101 = -71069.379622
  nChanged 263
		SP:Iteration 1F (19461.200000 sec): 3 clusters
  Score: Raw -73534.064301 + Penalty 2226.635101 = -71307.429199
  nChanged 82
		SP:Iteration 2F (19461.340000 sec): 3 clusters
  Score: Raw -73641.828662 + Penalty 2226.635101 = -71415.193560
  nChanged 47
		SP:Iteration 3Q (19461.510000 sec): 3 clusters
  Score: Raw -73707.062079 + Penalty 2226.635101 = -71480.426978
  nChanged 33
		SP:Iteration 4Q (19461.640000 sec): 3 clusters
  Score: Raw -73739.553088 + Penalty 2226.635101 = -71512.917987
  nChanged 22
		SP:Iteration 5Q (19461.800000 sec): 3 clusters
  Score: Raw -73757.589116 + Penalty 2226.635101 = -71530.954014
  nChanged 12
		SP:Iteration 6Q (19461.990000 sec): 3 clusters
  Score: Raw -73767.739803 + Penalty 2226.635101 = -71541.104701
  nChanged 10
		SP:Iteration 7Q (19462.190000 sec): 3 clusters
  Score: Raw -73782.380697 + Penalty 2226.635101 = -71555.745596
  nChanged 11
		SP:Iteration 8Q (19462.330000 sec): 3 clusters
  Score: Raw -73791.132531 + Penalty 2226.635101 = -71564.497429
  nChanged 7
		SP:Iteration 9Q (19462.440000 sec): 3 clusters
  Score: Raw -73798.474642 + Penalty 2226.635101 = -71571.839540
  nChanged 8
		SP:Iteration 10Q (19462.570000 sec): 3 clusters
  Score: Raw -73804.033029 + Penalty 2226.635101 = -71577.397928
  nChanged 4
		SP:Iteration 11Q (19462.740000 sec): 3 clusters
  Score: Raw -73807.045038 + Penalty 2226.635101 = -71580.409937
  nChanged 5
		SP:Iteration 12Q (19462.910000 sec): 3 clusters
  Score: Raw -73812.571246 + Penalty 2226.635101 = -71585.936144
  nChanged 4
		SP:Iteration 13Q (19463.040000 sec): 3 clusters
  Score: Raw -73814.832459 + Penalty 2226.635101 = -71588.197357
  nChanged 6
		SP:Iteration 14Q (19463.210000 sec): 3 clusters
  Score: Raw -73819.936294 + Penalty 2226.635101 = -71593.301193
  nChanged 6
		SP:Iteration 15Q (19463.400000 sec): 3 clusters
  Score: Raw -73826.017120 + Penalty 2226.635101 = -71599.382018
  nChanged 4
		SP:Iteration 16Q (19463.570000 sec): 3 clusters
  Score: Raw -73831.334255 + Penalty 2226.635101 = -71604.699153
  nChanged 4
		SP:Iteration 17Q (19463.760000 sec): 3 clusters
  Score: Raw -73834.867545 + Penalty 2226.635101 = -71608.232443
  nChanged 6
		SP:Iteration 18Q (19463.920000 sec): 3 clusters
  Score: Raw -73839.066976 + Penalty 2226.635101 = -71612.431874
  nChanged 5
		SP:Iteration 19Q (19464.120000 sec): 3 clusters
  Score: Raw -73842.193326 + Penalty 2226.635101 = -71615.558225
  nChanged 2
		SP:Iteration 20F (19464.280000 sec): 3 clusters
  Score: Raw -73843.407486 + Penalty 2226.635101 = -71616.772385
  nChanged 4
		SP:Iteration 21Q (19464.450000 sec): 3 clusters
  Score: Raw -73845.465874 + Penalty 2226.635101 = -71618.830772
  nChanged 2
		SP:Iteration 22Q (19464.630000 sec): 3 clusters
  Score: Raw -73849.870797 + Penalty 2226.635101 = -71623.235696
  nChanged 4
		SP:Iteration 23Q (19464.780000 sec): 3 clusters
  Score: Raw -73855.185501 + Penalty 2226.635101 = -71628.550400
  nChanged 5
		SP:Iteration 24Q (19464.970000 sec): 3 clusters
  Score: Raw -73860.160170 + Penalty 2226.635101 = -71633.525068
  nChanged 5
		SP:Iteration 25Q (19465.110000 sec): 3 clusters
  Score: Raw -73863.559690 + Penalty 2226.635101 = -71636.924589
  nChanged 6
		SP:Iteration 26Q (19465.300000 sec): 3 clusters
  Score: Raw -73868.375251 + Penalty 2226.635101 = -71641.740149
  nChanged 4
		SP:Iteration 27Q (19465.480000 sec): 3 clusters
  Score: Raw -73871.548760 + Penalty 2226.635101 = -71644.913659
  nChanged 1
		SP:Iteration 28Q (19465.630000 sec): 3 clusters
  Score: Raw -73871.927443 + Penalty 2226.635101 = -71645.292342
  nChanged 2
		SP:Iteration 29Q (19465.780000 sec): 3 clusters
  Score: Raw -73872.327118 + Penalty 2226.635101 = -71645.692017
  nChanged 0
		SP:Iteration 30F (19465.960000 sec): 3 clusters
  Score: Raw -73872.327118 + Penalty 2226.635101 = -71645.692017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 99 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19466.070000 sec): 2 clusters
  Score: Raw -14026.536054 + Penalty 843.855488 = -13182.680565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19466.250000 sec): 3 clusters
  Score: Raw -14149.446899 + Penalty 1687.710977 = -12461.735922
  nChanged 14
		SP:Iteration 1F (19466.460000 sec): 3 clusters
  Score: Raw -14183.605590 + Penalty 1687.710977 = -12495.894613
  nChanged 2
		SP:Iteration 2Q (19466.590000 sec): 3 clusters
  Score: Raw -14190.664446 + Penalty 1687.710977 = -12502.953469
  nChanged 2
		SP:Iteration 3Q (19466.760000 sec): 3 clusters
  Score: Raw -14197.241846 + Penalty 1687.710977 = -12509.530869
  nChanged 1
		SP:Iteration 4Q (19466.940000 sec): 3 clusters
  Score: Raw -14204.654180 + Penalty 1687.710977 = -12516.943203
  nChanged 1
		SP:Iteration 5Q (19467.170000 sec): 3 clusters
  Score: Raw -14207.360857 + Penalty 1687.710977 = -12519.649880
  nChanged 0
		SP:Iteration 6F (19467.370000 sec): 3 clusters
  Score: Raw -14207.360857 + Penalty 1687.710977 = -12519.649880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 100 (2941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19467.460000 sec): 2 clusters
  Score: Raw -243578.546560 + Penalty 1297.807053 = -242280.739507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19467.640000 sec): 3 clusters
  Score: Raw -242190.964687 + Penalty 2595.614105 = -239595.350582
  nChanged 1102
		SP:Iteration 1F (19467.770000 sec): 3 clusters
  Score: Raw -242810.331311 + Penalty 2595.614105 = -240214.717206
  nChanged 221
		SP:Iteration 2F (19467.930000 sec): 3 clusters
  Score: Raw -242938.230298 + Penalty 2595.614105 = -240342.616193
  nChanged 145
		SP:Iteration 3Q (19468.140000 sec): 3 clusters
  Score: Raw -243016.222597 + Penalty 2595.614105 = -240420.608492
  nChanged 94
		SP:Iteration 4Q (19468.290000 sec): 3 clusters
  Score: Raw -243064.951381 + Penalty 2595.614105 = -240469.337275
  nChanged 73
		SP:Iteration 5Q (19468.450000 sec): 3 clusters
  Score: Raw -243106.532145 + Penalty 2595.614105 = -240510.918040
  nChanged 67
		SP:Iteration 6Q (19468.630000 sec): 3 clusters
  Score: Raw -243146.808601 + Penalty 2595.614105 = -240551.194496
  nChanged 59
		SP:Iteration 7Q (19468.800000 sec): 3 clusters
  Score: Raw -243185.008770 + Penalty 2595.614105 = -240589.394665
  nChanged 63
		SP:Iteration 8Q (19468.990000 sec): 3 clusters
  Score: Raw -243213.830379 + Penalty 2595.614105 = -240618.216274
  nChanged 53
		SP:Iteration 9Q (19469.170000 sec): 3 clusters
  Score: Raw -243238.994424 + Penalty 2595.614105 = -240643.380319
  nChanged 50
		SP:Iteration 10Q (19469.360000 sec): 3 clusters
  Score: Raw -243265.869077 + Penalty 2595.614105 = -240670.254972
  nChanged 65
		SP:Iteration 11Q (19469.540000 sec): 3 clusters
  Score: Raw -243301.224282 + Penalty 2595.614105 = -240705.610177
  nChanged 70
		SP:Iteration 12Q (19469.720000 sec): 3 clusters
  Score: Raw -243341.636338 + Penalty 2595.614105 = -240746.022233
  nChanged 91
		SP:Iteration 13Q (19469.900000 sec): 3 clusters
  Score: Raw -243403.632402 + Penalty 2595.614105 = -240808.018297
  nChanged 78
		SP:Iteration 14Q (19470.060000 sec): 3 clusters
  Score: Raw -243458.116991 + Penalty 2595.614105 = -240862.502886
  nChanged 84
		SP:Iteration 15Q (19470.190000 sec): 3 clusters
  Score: Raw -243510.179578 + Penalty 2595.614105 = -240914.565473
  nChanged 65
		SP:Iteration 16Q (19470.380000 sec): 3 clusters
  Score: Raw -243547.670216 + Penalty 2595.614105 = -240952.056111
  nChanged 67
		SP:Iteration 17Q (19470.550000 sec): 3 clusters
  Score: Raw -243582.315719 + Penalty 2595.614105 = -240986.701614
  nChanged 59
		SP:Iteration 18Q (19470.650000 sec): 3 clusters
  Score: Raw -243616.239428 + Penalty 2595.614105 = -241020.625323
  nChanged 53
		SP:Iteration 19Q (19470.820000 sec): 3 clusters
  Score: Raw -243647.526897 + Penalty 2595.614105 = -241051.912792
  nChanged 47
		SP:Iteration 20F (19470.990000 sec): 3 clusters
  Score: Raw -243671.606041 + Penalty 2595.614105 = -241075.991936
  nChanged 42
		SP:Iteration 21Q (19471.180000 sec): 3 clusters
  Score: Raw -243693.015376 + Penalty 2595.614105 = -241097.401271
  nChanged 43
		SP:Iteration 22Q (19471.320000 sec): 3 clusters
  Score: Raw -243719.611729 + Penalty 2595.614105 = -241123.997624
  nChanged 36
		SP:Iteration 23Q (19471.480000 sec): 3 clusters
  Score: Raw -243739.372971 + Penalty 2595.614105 = -241143.758866
  nChanged 30
		SP:Iteration 24Q (19471.650000 sec): 3 clusters
  Score: Raw -243754.422576 + Penalty 2595.614105 = -241158.808471
  nChanged 25
		SP:Iteration 25Q (19471.850000 sec): 3 clusters
  Score: Raw -243764.942442 + Penalty 2595.614105 = -241169.328337
  nChanged 19
		SP:Iteration 26Q (19472.020000 sec): 3 clusters
  Score: Raw -243773.354329 + Penalty 2595.614105 = -241177.740224
  nChanged 19
		SP:Iteration 27Q (19472.200000 sec): 3 clusters
  Score: Raw -243782.294829 + Penalty 2595.614105 = -241186.680724
  nChanged 16
		SP:Iteration 28Q (19472.380000 sec): 3 clusters
  Score: Raw -243788.984596 + Penalty 2595.614105 = -241193.370491
  nChanged 10
		SP:Iteration 29Q (19472.590000 sec): 3 clusters
  Score: Raw -243791.914364 + Penalty 2595.614105 = -241196.300259
  nChanged 3
		SP:Iteration 30Q (19472.720000 sec): 3 clusters
  Score: Raw -243792.873628 + Penalty 2595.614105 = -241197.259523
  nChanged 4
		SP:Iteration 31Q (19472.940000 sec): 3 clusters
  Score: Raw -243793.700156 + Penalty 2595.614105 = -241198.086051
  nChanged 2
		SP:Iteration 32Q (19473.080000 sec): 3 clusters
  Score: Raw -243794.166452 + Penalty 2595.614105 = -241198.552347
  nChanged 2
		SP:Iteration 33Q (19473.320000 sec): 3 clusters
  Score: Raw -243794.774874 + Penalty 2595.614105 = -241199.160769
  nChanged 4
		SP:Iteration 34Q (19473.500000 sec): 3 clusters
  Score: Raw -243796.512186 + Penalty 2595.614105 = -241200.898081
  nChanged 1
		SP:Iteration 35Q (19473.630000 sec): 3 clusters
  Score: Raw -243796.632978 + Penalty 2595.614105 = -241201.018873
  nChanged 0
		SP:Iteration 36F (19473.850000 sec): 3 clusters
  Score: Raw -243796.632978 + Penalty 2595.614105 = -241201.018873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 101 (4218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19473.950000 sec): 2 clusters
  Score: Raw -282176.288994 + Penalty 1356.406409 = -280819.882586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19474.130000 sec): 3 clusters
  Score: Raw -280024.812127 + Penalty 2712.812817 = -277311.999309
  nChanged 1680
		SP:Iteration 1F (19474.300000 sec): 3 clusters
  Score: Raw -281058.592263 + Penalty 2712.812817 = -278345.779446
  nChanged 387
		SP:Iteration 2F (19474.470000 sec): 3 clusters
  Score: Raw -281345.066790 + Penalty 2712.812817 = -278632.253973
  nChanged 283
		SP:Iteration 3F (19474.610000 sec): 3 clusters
  Score: Raw -281543.706428 + Penalty 2712.812817 = -278830.893611
  nChanged 202
		SP:Iteration 4Q (19474.780000 sec): 3 clusters
  Score: Raw -281671.573926 + Penalty 2712.812817 = -278958.761109
  nChanged 165
		SP:Iteration 5Q (19474.970000 sec): 3 clusters
  Score: Raw -281765.093314 + Penalty 2712.812817 = -279052.280497
  nChanged 151
		SP:Iteration 6Q (19475.120000 sec): 3 clusters
  Score: Raw -281852.144165 + Penalty 2712.812817 = -279139.331347
  nChanged 123
		SP:Iteration 7Q (19475.280000 sec): 3 clusters
  Score: Raw -281916.943244 + Penalty 2712.812817 = -279204.130426
  nChanged 105
		SP:Iteration 8Q (19475.510000 sec): 3 clusters
  Score: Raw -281966.371773 + Penalty 2712.812817 = -279253.558956
  nChanged 77
		SP:Iteration 9Q (19475.660000 sec): 3 clusters
  Score: Raw -282002.778211 + Penalty 2712.812817 = -279289.965393
  nChanged 69
		SP:Iteration 10Q (19475.870000 sec): 3 clusters
  Score: Raw -282032.575106 + Penalty 2712.812817 = -279319.762289
  nChanged 61
		SP:Iteration 11Q (19476.060000 sec): 3 clusters
  Score: Raw -282055.719951 + Penalty 2712.812817 = -279342.907133
  nChanged 46
		SP:Iteration 12Q (19476.220000 sec): 3 clusters
  Score: Raw -282071.228778 + Penalty 2712.812817 = -279358.415961
  nChanged 44
		SP:Iteration 13Q (19476.440000 sec): 3 clusters
  Score: Raw -282086.290373 + Penalty 2712.812817 = -279373.477556
  nChanged 40
		SP:Iteration 14Q (19476.580000 sec): 3 clusters
  Score: Raw -282097.961389 + Penalty 2712.812817 = -279385.148572
  nChanged 31
		SP:Iteration 15Q (19476.810000 sec): 3 clusters
  Score: Raw -282108.917531 + Penalty 2712.812817 = -279396.104714
  nChanged 18
		SP:Iteration 16Q (19476.950000 sec): 3 clusters
  Score: Raw -282114.784975 + Penalty 2712.812817 = -279401.972157
  nChanged 20
		SP:Iteration 17Q (19477.090000 sec): 3 clusters
  Score: Raw -282121.099027 + Penalty 2712.812817 = -279408.286209
  nChanged 13
		SP:Iteration 18Q (19477.220000 sec): 3 clusters
  Score: Raw -282125.202302 + Penalty 2712.812817 = -279412.389484
  nChanged 11
		SP:Iteration 19Q (19477.400000 sec): 3 clusters
  Score: Raw -282128.891964 + Penalty 2712.812817 = -279416.079147
  nChanged 15
		SP:Iteration 20F (19477.570000 sec): 3 clusters
  Score: Raw -282133.101476 + Penalty 2712.812817 = -279420.288658
  nChanged 12
		SP:Iteration 21Q (19477.810000 sec): 3 clusters
  Score: Raw -282136.646336 + Penalty 2712.812817 = -279423.833519
  nChanged 14
		SP:Iteration 22Q (19477.970000 sec): 3 clusters
  Score: Raw -282140.216534 + Penalty 2712.812817 = -279427.403716
  nChanged 21
		SP:Iteration 23Q (19478.130000 sec): 3 clusters
  Score: Raw -282146.583302 + Penalty 2712.812817 = -279433.770484
  nChanged 23
		SP:Iteration 24Q (19478.300000 sec): 3 clusters
  Score: Raw -282154.740252 + Penalty 2712.812817 = -279441.927435
  nChanged 23
		SP:Iteration 25Q (19478.450000 sec): 3 clusters
  Score: Raw -282163.805847 + Penalty 2712.812817 = -279450.993030
  nChanged 21
		SP:Iteration 26Q (19478.640000 sec): 3 clusters
  Score: Raw -282173.387092 + Penalty 2712.812817 = -279460.574275
  nChanged 18
		SP:Iteration 27Q (19478.780000 sec): 3 clusters
  Score: Raw -282178.706870 + Penalty 2712.812817 = -279465.894053
  nChanged 16
		SP:Iteration 28Q (19479.010000 sec): 3 clusters
  Score: Raw -282182.997338 + Penalty 2712.812817 = -279470.184520
  nChanged 14
		SP:Iteration 29Q (19479.120000 sec): 3 clusters
  Score: Raw -282186.338420 + Penalty 2712.812817 = -279473.525603
  nChanged 10
		SP:Iteration 30Q (19479.280000 sec): 3 clusters
  Score: Raw -282188.659731 + Penalty 2712.812817 = -279475.846913
  nChanged 11
		SP:Iteration 31Q (19479.480000 sec): 3 clusters
  Score: Raw -282191.154328 + Penalty 2712.812817 = -279478.341511
  nChanged 7
		SP:Iteration 32Q (19479.630000 sec): 3 clusters
  Score: Raw -282193.275013 + Penalty 2712.812817 = -279480.462195
  nChanged 9
		SP:Iteration 33Q (19479.760000 sec): 3 clusters
  Score: Raw -282196.435659 + Penalty 2712.812817 = -279483.622841
  nChanged 11
		SP:Iteration 34Q (19479.950000 sec): 3 clusters
  Score: Raw -282199.281721 + Penalty 2712.812817 = -279486.468904
  nChanged 14
		SP:Iteration 35Q (19480.140000 sec): 3 clusters
  Score: Raw -282203.150981 + Penalty 2712.812817 = -279490.338164
  nChanged 18
		SP:Iteration 36Q (19480.320000 sec): 3 clusters
  Score: Raw -282208.773337 + Penalty 2712.812817 = -279495.960520
  nChanged 21
		SP:Iteration 37Q (19480.510000 sec): 3 clusters
  Score: Raw -282216.169646 + Penalty 2712.812817 = -279503.356829
  nChanged 20
		SP:Iteration 38Q (19480.680000 sec): 3 clusters
  Score: Raw -282222.288618 + Penalty 2712.812817 = -279509.475801
  nChanged 16
		SP:Iteration 39Q (19480.860000 sec): 3 clusters
  Score: Raw -282228.933386 + Penalty 2712.812817 = -279516.120568
  nChanged 19
		SP:Iteration 40F (19481.050000 sec): 3 clusters
  Score: Raw -282234.560829 + Penalty 2712.812817 = -279521.748012
  nChanged 11
		SP:Iteration 41Q (19481.240000 sec): 3 clusters
  Score: Raw -282236.942425 + Penalty 2712.812817 = -279524.129607
  nChanged 12
		SP:Iteration 42Q (19481.420000 sec): 3 clusters
  Score: Raw -282240.994723 + Penalty 2712.812817 = -279528.181906
  nChanged 22
		SP:Iteration 43Q (19481.660000 sec): 3 clusters
  Score: Raw -282246.997819 + Penalty 2712.812817 = -279534.185002
  nChanged 28
		SP:Iteration 44Q (19481.830000 sec): 3 clusters
  Score: Raw -282256.202621 + Penalty 2712.812817 = -279543.389804
  nChanged 17
		SP:Iteration 45Q (19481.990000 sec): 3 clusters
  Score: Raw -282261.922424 + Penalty 2712.812817 = -279549.109606
  nChanged 23
		SP:Iteration 46Q (19482.160000 sec): 3 clusters
  Score: Raw -282269.880555 + Penalty 2712.812817 = -279557.067737
  nChanged 18
		SP:Iteration 47Q (19482.360000 sec): 3 clusters
  Score: Raw -282277.104300 + Penalty 2712.812817 = -279564.291482
  nChanged 11
		SP:Iteration 48Q (19482.520000 sec): 3 clusters
  Score: Raw -282281.700329 + Penalty 2712.812817 = -279568.887512
  nChanged 15
		SP:Iteration 49Q (19482.740000 sec): 3 clusters
  Score: Raw -282286.641646 + Penalty 2712.812817 = -279573.828828
  nChanged 10
		SP:Iteration 50Q (19482.930000 sec): 3 clusters
  Score: Raw -282290.302768 + Penalty 2712.812817 = -279577.489951
  nChanged 11
		SP:Iteration 51Q (19483.120000 sec): 3 clusters
  Score: Raw -282297.956657 + Penalty 2712.812817 = -279585.143839
  nChanged 19
		SP:Iteration 52Q (19483.290000 sec): 3 clusters
  Score: Raw -282305.655374 + Penalty 2712.812817 = -279592.842557
  nChanged 19
		SP:Iteration 53Q (19483.480000 sec): 3 clusters
  Score: Raw -282313.457968 + Penalty 2712.812817 = -279600.645151
  nChanged 19
		SP:Iteration 54Q (19483.650000 sec): 3 clusters
  Score: Raw -282321.714893 + Penalty 2712.812817 = -279608.902075
  nChanged 29
		SP:Iteration 55Q (19483.790000 sec): 3 clusters
  Score: Raw -282331.720245 + Penalty 2712.812817 = -279618.907428
  nChanged 22
		SP:Iteration 56Q (19483.990000 sec): 3 clusters
  Score: Raw -282338.638718 + Penalty 2712.812817 = -279625.825900
  nChanged 13
		SP:Iteration 57Q (19484.190000 sec): 3 clusters
  Score: Raw -282342.674644 + Penalty 2712.812817 = -279629.861826
  nChanged 11
		SP:Iteration 58Q (19484.380000 sec): 3 clusters
  Score: Raw -282346.543723 + Penalty 2712.812817 = -279633.730905
  nChanged 9
		SP:Iteration 59Q (19484.550000 sec): 3 clusters
  Score: Raw -282348.871532 + Penalty 2712.812817 = -279636.058714
  nChanged 5
		SP:Iteration 60F (19484.740000 sec): 3 clusters
  Score: Raw -282349.957196 + Penalty 2712.812817 = -279637.144379
  nChanged 5
		SP:Iteration 61Q (19484.950000 sec): 3 clusters
  Score: Raw -282351.508597 + Penalty 2712.812817 = -279638.695779
  nChanged 7
		SP:Iteration 62Q (19485.130000 sec): 3 clusters
  Score: Raw -282353.424017 + Penalty 2712.812817 = -279640.611200
  nChanged 5
		SP:Iteration 63Q (19485.320000 sec): 3 clusters
  Score: Raw -282354.583273 + Penalty 2712.812817 = -279641.770456
  nChanged 5
		SP:Iteration 64Q (19485.540000 sec): 3 clusters
  Score: Raw -282355.829740 + Penalty 2712.812817 = -279643.016923
  nChanged 7
		SP:Iteration 65Q (19485.730000 sec): 3 clusters
  Score: Raw -282357.503512 + Penalty 2712.812817 = -279644.690694
  nChanged 10
		SP:Iteration 66Q (19485.950000 sec): 3 clusters
  Score: Raw -282359.883077 + Penalty 2712.812817 = -279647.070260
  nChanged 7
		SP:Iteration 67Q (19486.180000 sec): 3 clusters
  Score: Raw -282361.705775 + Penalty 2712.812817 = -279648.892957
  nChanged 5
		SP:Iteration 68Q (19486.340000 sec): 3 clusters
  Score: Raw -282362.798660 + Penalty 2712.812817 = -279649.985843
  nChanged 2
		SP:Iteration 69Q (19486.530000 sec): 3 clusters
  Score: Raw -282363.597599 + Penalty 2712.812817 = -279650.784781
  nChanged 4
		SP:Iteration 70Q (19486.680000 sec): 3 clusters
  Score: Raw -282364.944246 + Penalty 2712.812817 = -279652.131428
  nChanged 5
		SP:Iteration 71Q (19486.870000 sec): 3 clusters
  Score: Raw -282366.697884 + Penalty 2712.812817 = -279653.885067
  nChanged 8
		SP:Iteration 72Q (19487.070000 sec): 3 clusters
  Score: Raw -282369.198452 + Penalty 2712.812817 = -279656.385634
  nChanged 11
		SP:Iteration 73Q (19487.210000 sec): 3 clusters
  Score: Raw -282373.400452 + Penalty 2712.812817 = -279660.587635
  nChanged 11
		SP:Iteration 74Q (19487.400000 sec): 3 clusters
  Score: Raw -282376.407129 + Penalty 2712.812817 = -279663.594312
  nChanged 9
		SP:Iteration 75Q (19487.580000 sec): 3 clusters
  Score: Raw -282379.338372 + Penalty 2712.812817 = -279666.525555
  nChanged 8
		SP:Iteration 76Q (19487.780000 sec): 3 clusters
  Score: Raw -282383.805675 + Penalty 2712.812817 = -279670.992858
  nChanged 13
		SP:Iteration 77Q (19487.960000 sec): 3 clusters
  Score: Raw -282390.108985 + Penalty 2712.812817 = -279677.296168
  nChanged 13
		SP:Iteration 78Q (19488.130000 sec): 3 clusters
  Score: Raw -282395.187524 + Penalty 2712.812817 = -279682.374707
  nChanged 13
		SP:Iteration 79Q (19488.310000 sec): 3 clusters
  Score: Raw -282398.323861 + Penalty 2712.812817 = -279685.511044
  nChanged 13
		SP:Iteration 80F (19488.480000 sec): 3 clusters
  Score: Raw -282402.716330 + Penalty 2712.812817 = -279689.903513
  nChanged 11
		SP:Iteration 81Q (19488.700000 sec): 3 clusters
  Score: Raw -282406.247788 + Penalty 2712.812817 = -279693.434971
  nChanged 11
		SP:Iteration 82Q (19488.880000 sec): 3 clusters
  Score: Raw -282409.654231 + Penalty 2712.812817 = -279696.841413
  nChanged 9
		SP:Iteration 83Q (19489.040000 sec): 3 clusters
  Score: Raw -282412.293474 + Penalty 2712.812817 = -279699.480657
  nChanged 10
		SP:Iteration 84Q (19489.220000 sec): 3 clusters
  Score: Raw -282414.287620 + Penalty 2712.812817 = -279701.474803
  nChanged 10
		SP:Iteration 85Q (19489.440000 sec): 3 clusters
  Score: Raw -282416.586576 + Penalty 2712.812817 = -279703.773759
  nChanged 11
		SP:Iteration 86Q (19489.610000 sec): 3 clusters
  Score: Raw -282419.926300 + Penalty 2712.812817 = -279707.113483
  nChanged 11
		SP:Iteration 87Q (19489.730000 sec): 3 clusters
  Score: Raw -282422.672736 + Penalty 2712.812817 = -279709.859919
  nChanged 4
		SP:Iteration 88Q (19489.850000 sec): 3 clusters
  Score: Raw -282423.959336 + Penalty 2712.812817 = -279711.146519
  nChanged 4
		SP:Iteration 89Q (19490.040000 sec): 3 clusters
  Score: Raw -282425.213016 + Penalty 2712.812817 = -279712.400199
  nChanged 8
		SP:Iteration 90Q (19490.240000 sec): 3 clusters
  Score: Raw -282428.186823 + Penalty 2712.812817 = -279715.374006
  nChanged 5
		SP:Iteration 91Q (19490.410000 sec): 3 clusters
  Score: Raw -282429.551303 + Penalty 2712.812817 = -279716.738486
  nChanged 4
		SP:Iteration 92Q (19490.570000 sec): 3 clusters
  Score: Raw -282430.468785 + Penalty 2712.812817 = -279717.655968
  nChanged 5
		SP:Iteration 93Q (19490.750000 sec): 3 clusters
  Score: Raw -282431.863086 + Penalty 2712.812817 = -279719.050269
  nChanged 4
		SP:Iteration 94Q (19490.940000 sec): 3 clusters
  Score: Raw -282433.126198 + Penalty 2712.812817 = -279720.313380
  nChanged 7
		SP:Iteration 95Q (19491.120000 sec): 3 clusters
  Score: Raw -282434.915373 + Penalty 2712.812817 = -279722.102556
  nChanged 8
		SP:Iteration 96Q (19491.320000 sec): 3 clusters
  Score: Raw -282436.840995 + Penalty 2712.812817 = -279724.028178
  nChanged 7
		SP:Iteration 97Q (19491.490000 sec): 3 clusters
  Score: Raw -282438.761867 + Penalty 2712.812817 = -279725.949049
  nChanged 4
		SP:Iteration 98Q (19491.630000 sec): 3 clusters
  Score: Raw -282440.050255 + Penalty 2712.812817 = -279727.237438
  nChanged 7
		SP:Iteration 99Q (19491.840000 sec): 3 clusters
  Score: Raw -282441.862905 + Penalty 2712.812817 = -279729.050088
  nChanged 9
		SP:Iteration 100F (19491.980000 sec): 3 clusters
  Score: Raw -282445.247297 + Penalty 2712.812817 = -279732.434479
  nChanged 11
		SP:Iteration 101Q (19492.150000 sec): 3 clusters
  Score: Raw -282448.672205 + Penalty 2712.812817 = -279735.859388
  nChanged 12
		SP:Iteration 102Q (19492.320000 sec): 3 clusters
  Score: Raw -282452.537754 + Penalty 2712.812817 = -279739.724936
  nChanged 10
		SP:Iteration 103Q (19492.480000 sec): 3 clusters
  Score: Raw -282455.279024 + Penalty 2712.812817 = -279742.466207
  nChanged 8
		SP:Iteration 104Q (19492.670000 sec): 3 clusters
  Score: Raw -282457.273783 + Penalty 2712.812817 = -279744.460965
  nChanged 4
		SP:Iteration 105Q (19492.850000 sec): 3 clusters
  Score: Raw -282458.275106 + Penalty 2712.812817 = -279745.462289
  nChanged 2
		SP:Iteration 106Q (19493.020000 sec): 3 clusters
  Score: Raw -282459.042015 + Penalty 2712.812817 = -279746.229198
  nChanged 3
		SP:Iteration 107Q (19493.190000 sec): 3 clusters
  Score: Raw -282459.619543 + Penalty 2712.812817 = -279746.806726
  nChanged 1
		SP:Iteration 108Q (19493.390000 sec): 3 clusters
  Score: Raw -282459.742317 + Penalty 2712.812817 = -279746.929499
  nChanged 0
		SP:Iteration 109F (19493.520000 sec): 3 clusters
  Score: Raw -282459.742317 + Penalty 2712.812817 = -279746.929499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.27 GB.

 Trying to split cluster 102 (1605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19493.650000 sec): 2 clusters
  Score: Raw -116764.520803 + Penalty 1199.392843 = -115565.127960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19493.790000 sec): 3 clusters
  Score: Raw -116160.735293 + Penalty 2398.785687 = -113761.949607
  nChanged 530
		SP:Iteration 1F (19493.950000 sec): 3 clusters
  Score: Raw -116630.668951 + Penalty 2398.785687 = -114231.883265
  nChanged 132
		SP:Iteration 2F (19494.190000 sec): 3 clusters
  Score: Raw -116773.326799 + Penalty 2398.785687 = -114374.541112
  nChanged 96
		SP:Iteration 3F (19494.330000 sec): 3 clusters
  Score: Raw -116883.178901 + Penalty 2398.785687 = -114484.393214
  nChanged 73
		SP:Iteration 4Q (19494.530000 sec): 3 clusters
  Score: Raw -116966.030309 + Penalty 2398.785687 = -114567.244622
  nChanged 58
		SP:Iteration 5Q (19494.680000 sec): 3 clusters
  Score: Raw -117053.574541 + Penalty 2398.785687 = -114654.788855
  nChanged 56
		SP:Iteration 6Q (19494.850000 sec): 3 clusters
  Score: Raw -117110.707811 + Penalty 2398.785687 = -114711.922124
  nChanged 32
		SP:Iteration 7Q (19495.000000 sec): 3 clusters
  Score: Raw -117137.969675 + Penalty 2398.785687 = -114739.183988
  nChanged 27
		SP:Iteration 8Q (19495.180000 sec): 3 clusters
  Score: Raw -117156.557618 + Penalty 2398.785687 = -114757.771931
  nChanged 21
		SP:Iteration 9Q (19495.370000 sec): 3 clusters
  Score: Raw -117168.205620 + Penalty 2398.785687 = -114769.419933
  nChanged 10
		SP:Iteration 10Q (19495.500000 sec): 3 clusters
  Score: Raw -117175.790954 + Penalty 2398.785687 = -114777.005267
  nChanged 15
		SP:Iteration 11Q (19495.670000 sec): 3 clusters
  Score: Raw -117189.675446 + Penalty 2398.785687 = -114790.889759
  nChanged 14
		SP:Iteration 12Q (19495.800000 sec): 3 clusters
  Score: Raw -117201.104669 + Penalty 2398.785687 = -114802.318982
  nChanged 16
		SP:Iteration 13Q (19495.970000 sec): 3 clusters
  Score: Raw -117211.603834 + Penalty 2398.785687 = -114812.818148
  nChanged 14
		SP:Iteration 14Q (19496.090000 sec): 3 clusters
  Score: Raw -117222.748084 + Penalty 2398.785687 = -114823.962397
  nChanged 8
		SP:Iteration 15Q (19496.280000 sec): 3 clusters
  Score: Raw -117225.424047 + Penalty 2398.785687 = -114826.638360
  nChanged 9
		SP:Iteration 16Q (19496.430000 sec): 3 clusters
  Score: Raw -117229.248412 + Penalty 2398.785687 = -114830.462726
  nChanged 9
		SP:Iteration 17Q (19496.590000 sec): 3 clusters
  Score: Raw -117236.146137 + Penalty 2398.785687 = -114837.360451
  nChanged 12
		SP:Iteration 18Q (19496.780000 sec): 3 clusters
  Score: Raw -117244.626744 + Penalty 2398.785687 = -114845.841057
  nChanged 9
		SP:Iteration 19Q (19496.950000 sec): 3 clusters
  Score: Raw -117248.768233 + Penalty 2398.785687 = -114849.982547
  nChanged 7
		SP:Iteration 20F (19497.150000 sec): 3 clusters
  Score: Raw -117253.679775 + Penalty 2398.785687 = -114854.894089
  nChanged 7
		SP:Iteration 21Q (19497.280000 sec): 3 clusters
  Score: Raw -117255.456988 + Penalty 2398.785687 = -114856.671301
  nChanged 2
		SP:Iteration 22Q (19497.390000 sec): 3 clusters
  Score: Raw -117255.798098 + Penalty 2398.785687 = -114857.012411
  nChanged 1
		SP:Iteration 23Q (19497.550000 sec): 3 clusters
  Score: Raw -117255.948702 + Penalty 2398.785687 = -114857.163015
  nChanged 0
		SP:Iteration 24F (19497.710000 sec): 3 clusters
  Score: Raw -117255.948702 + Penalty 2398.785687 = -114857.163015
  nChanged 0
------ Evaluating fit on full set of 1358335 points ------
  Score: Raw -104626293.622186 + Penalty 234068.341777 = -104392225.280409
Time taken for this iteration:19755.720000 seconds.
 20->103 Clusters: Score -104392225.280409, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 0.81 GB would take us to total of 3.25 GB.
------ Running on subset of 452778 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 1 (893 points): Lose 149.973937 but Gain 2116.263048
Iteration 0F (19799.320000 sec): 20 clusters
  Score: Raw -28957546.632749 + Penalty 40208.997911 = -28917337.634838
  nChanged 428141
Iteration 1F (19820.260000 sec): 20 clusters
  Score: Raw -32433759.228503 + Penalty 40208.997911 = -32393550.230592
  nChanged 189395
Iteration 2F (19840.680000 sec): 20 clusters
  Score: Raw -33217943.491323 + Penalty 40208.997911 = -33177734.493412
  nChanged 130175
Iteration 3F (19857.710000 sec): 20 clusters
  Score: Raw -33650660.639369 + Penalty 40208.997911 = -33610451.641458
  nChanged 103914
Iteration 4F (19875.870000 sec): 20 clusters
  Score: Raw -33903215.397439 + Penalty 40208.997911 = -33863006.399529
  nChanged 69124
Iteration 5F (19893.610000 sec): 20 clusters
  Score: Raw -34045873.104173 + Penalty 40208.997911 = -34005664.106262
  nChanged 45467
Iteration 6F (19911.660000 sec): 20 clusters
  Score: Raw -34136194.105033 + Penalty 40208.997911 = -34095985.107122
  nChanged 27556
Iteration 7F (19937.450000 sec): 20 clusters
  Score: Raw -34194428.801725 + Penalty 40208.997911 = -34154219.803814
  nChanged 17465
Iteration 8Q (19954.340000 sec): 20 clusters
  Score: Raw -34219812.555762 + Penalty 40208.997911 = -34179603.557851
  nChanged 13427
Iteration 9Q (19970.300000 sec): 20 clusters
  Score: Raw -34245769.157317 + Penalty 40208.997911 = -34205560.159406
  nChanged 12320
Iteration 10Q (19987.910000 sec): 20 clusters
  Score: Raw -34269152.740314 + Penalty 40208.997911 = -34228943.742403
  nChanged 11386
Iteration 11Q (20000.770000 sec): 20 clusters
  Score: Raw -34311359.780634 + Penalty 40208.997911 = -34271150.782723
  nChanged 10542
Iteration 12Q (20013.650000 sec): 20 clusters
  Score: Raw -34335676.907928 + Penalty 40208.997911 = -34295467.910017
  nChanged 10159
Iteration 13Q (20027.060000 sec): 20 clusters
  Score: Raw -34348889.678201 + Penalty 40208.997911 = -34308680.680290
  nChanged 8820
Iteration 14Q (20041.410000 sec): 20 clusters
  Score: Raw -34356987.745387 + Penalty 40208.997911 = -34316778.747476
  nChanged 6895
Iteration 15Q (20055.310000 sec): 20 clusters
  Score: Raw -34361480.271961 + Penalty 40208.997911 = -34321271.274050
  nChanged 5804
Iteration 16Q (20068.320000 sec): 20 clusters
  Score: Raw -34365086.540401 + Penalty 40208.997911 = -34324877.542490
  nChanged 4997
Iteration 17Q (20081.410000 sec): 20 clusters
  Score: Raw -34368105.976643 + Penalty 40208.997911 = -34327896.978732
  nChanged 4339
Iteration 18Q (20097.740000 sec): 20 clusters
  Score: Raw -34370863.525010 + Penalty 40208.997911 = -34330654.527099
  nChanged 3796
Iteration 19Q (20111.040000 sec): 20 clusters
  Score: Raw -34373636.900640 + Penalty 40208.997911 = -34333427.902729
  nChanged 3379
Writing temp clu file 
Because OldScore, -34330654.527099, is greater than current (better) Score,-34333427.902729 
 Compute initial score before splitting:   Score: Raw -34373636.900640 + Penalty 40208.997911 = -34333427.902729
Memory request: 0.05 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (25205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20111.350000 sec): 2 clusters
  Score: Raw -1993414.322377 + Penalty 1646.904621 = -1991767.417756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20111.650000 sec): 3 clusters
  Score: Raw -1978147.306568 + Penalty 3293.809242 = -1974853.497326
  nChanged 11634
		SP:Iteration 1F (20111.940000 sec): 3 clusters
  Score: Raw -1985637.923860 + Penalty 3293.809242 = -1982344.114618
  nChanged 2416
		SP:Iteration 2F (20112.290000 sec): 3 clusters
  Score: Raw -1989296.947489 + Penalty 3293.809242 = -1986003.138247
  nChanged 3603
		SP:Iteration 3F (20112.610000 sec): 3 clusters
  Score: Raw -1996026.795708 + Penalty 3293.809242 = -1992732.986467
  nChanged 3343
		SP:Iteration 4F (20112.930000 sec): 3 clusters
  Score: Raw -2000081.559143 + Penalty 3293.809242 = -1996787.749901
  nChanged 1705
		SP:Iteration 5F (20113.220000 sec): 3 clusters
  Score: Raw -2001057.919706 + Penalty 3293.809242 = -1997764.110464
  nChanged 650
		SP:Iteration 6Q (20113.610000 sec): 3 clusters
  Score: Raw -2001235.486961 + Penalty 3293.809242 = -1997941.677720
  nChanged 261
		SP:Iteration 7Q (20113.910000 sec): 3 clusters
  Score: Raw -2001275.773848 + Penalty 3293.809242 = -1997981.964606
  nChanged 146
		SP:Iteration 8Q (20114.250000 sec): 3 clusters
  Score: Raw -2001295.231199 + Penalty 3293.809242 = -1998001.421958
  nChanged 117
		SP:Iteration 9Q (20114.600000 sec): 3 clusters
  Score: Raw -2001309.582130 + Penalty 3293.809242 = -1998015.772889
  nChanged 77
		SP:Iteration 10Q (20114.920000 sec): 3 clusters
  Score: Raw -2001318.461760 + Penalty 3293.809242 = -1998024.652518
  nChanged 80
		SP:Iteration 11Q (20115.260000 sec): 3 clusters
  Score: Raw -2001326.327521 + Penalty 3293.809242 = -1998032.518279
  nChanged 69
		SP:Iteration 12Q (20115.590000 sec): 3 clusters
  Score: Raw -2001334.676348 + Penalty 3293.809242 = -1998040.867106
  nChanged 65
		SP:Iteration 13Q (20115.980000 sec): 3 clusters
  Score: Raw -2001343.514547 + Penalty 3293.809242 = -1998049.705305
  nChanged 62
		SP:Iteration 14Q (20116.280000 sec): 3 clusters
  Score: Raw -2001348.460850 + Penalty 3293.809242 = -1998054.651608
  nChanged 50
		SP:Iteration 15Q (20116.590000 sec): 3 clusters
  Score: Raw -2001354.420747 + Penalty 3293.809242 = -1998060.611506
  nChanged 52
		SP:Iteration 16Q (20116.870000 sec): 3 clusters
  Score: Raw -2001359.599159 + Penalty 3293.809242 = -1998065.789917
  nChanged 41
		SP:Iteration 17Q (20117.190000 sec): 3 clusters
  Score: Raw -2001363.322249 + Penalty 3293.809242 = -1998069.513007
  nChanged 35
		SP:Iteration 18Q (20117.540000 sec): 3 clusters
  Score: Raw -2001366.275438 + Penalty 3293.809242 = -1998072.466196
  nChanged 28
		SP:Iteration 19Q (20117.850000 sec): 3 clusters
  Score: Raw -2001367.823559 + Penalty 3293.809242 = -1998074.014318
  nChanged 21
		SP:Iteration 20F (20118.210000 sec): 3 clusters
  Score: Raw -2001392.260545 + Penalty 3293.809242 = -1998098.451304
  nChanged 17
		SP:Iteration 21Q (20118.550000 sec): 3 clusters
  Score: Raw -2001407.891891 + Penalty 3293.809242 = -1998114.082650
  nChanged 52
		SP:Iteration 22Q (20118.910000 sec): 3 clusters
  Score: Raw -2001430.823152 + Penalty 3293.809242 = -1998137.013911
  nChanged 75
		SP:Iteration 23Q (20119.240000 sec): 3 clusters
  Score: Raw -2001498.105954 + Penalty 3293.809242 = -1998204.296713
  nChanged 138
		SP:Iteration 24Q (20119.650000 sec): 3 clusters
  Score: Raw -2001660.392982 + Penalty 3293.809242 = -1998366.583740
  nChanged 191
		SP:Iteration 25Q (20119.950000 sec): 3 clusters
  Score: Raw -2001979.250028 + Penalty 3293.809242 = -1998685.440786
  nChanged 352
		SP:Iteration 26Q (20120.250000 sec): 3 clusters
  Score: Raw -2002395.146370 + Penalty 3293.809242 = -1999101.337129
  nChanged 400
		SP:Iteration 27Q (20120.610000 sec): 3 clusters
  Score: Raw -2002661.188565 + Penalty 3293.809242 = -1999367.379323
  nChanged 332
		SP:Iteration 28Q (20120.950000 sec): 3 clusters
  Score: Raw -2002804.877001 + Penalty 3293.809242 = -1999511.067760
  nChanged 252
		SP:Iteration 29Q (20121.270000 sec): 3 clusters
  Score: Raw -2002889.495660 + Penalty 3293.809242 = -1999595.686418
  nChanged 202
		SP:Iteration 30Q (20121.590000 sec): 3 clusters
  Score: Raw -2002938.596908 + Penalty 3293.809242 = -1999644.787667
  nChanged 124
		SP:Iteration 31Q (20121.930000 sec): 3 clusters
  Score: Raw -2002959.551608 + Penalty 3293.809242 = -1999665.742367
  nChanged 89
		SP:Iteration 32Q (20122.280000 sec): 3 clusters
  Score: Raw -2002971.204566 + Penalty 3293.809242 = -1999677.395324
  nChanged 55
		SP:Iteration 33Q (20122.660000 sec): 3 clusters
  Score: Raw -2002975.412279 + Penalty 3293.809242 = -1999681.603037
  nChanged 35
		SP:Iteration 34Q (20122.990000 sec): 3 clusters
  Score: Raw -2002977.540216 + Penalty 3293.809242 = -1999683.730974
  nChanged 21
		SP:Iteration 35Q (20123.340000 sec): 3 clusters
  Score: Raw -2002978.353161 + Penalty 3293.809242 = -1999684.543919
  nChanged 15
		SP:Iteration 36Q (20123.690000 sec): 3 clusters
  Score: Raw -2002979.161427 + Penalty 3293.809242 = -1999685.352185
  nChanged 14
		SP:Iteration 37Q (20124.050000 sec): 3 clusters
  Score: Raw -2002979.833943 + Penalty 3293.809242 = -1999686.024701
  nChanged 9
		SP:Iteration 38Q (20124.410000 sec): 3 clusters
  Score: Raw -2002980.199028 + Penalty 3293.809242 = -1999686.389786
  nChanged 6
		SP:Iteration 39Q (20124.790000 sec): 3 clusters
  Score: Raw -2002980.417980 + Penalty 3293.809242 = -1999686.608739
  nChanged 3
		SP:Iteration 40F (20125.130000 sec): 3 clusters
  Score: Raw -2002980.527814 + Penalty 3293.809242 = -1999686.718572
  nChanged 2
		SP:Iteration 41Q (20125.470000 sec): 3 clusters
  Score: Raw -2002980.610709 + Penalty 3293.809242 = -1999686.801467
  nChanged 2
		SP:Iteration 42Q (20125.810000 sec): 3 clusters
  Score: Raw -2002980.704777 + Penalty 3293.809242 = -1999686.895536
  nChanged 4
		SP:Iteration 43Q (20126.170000 sec): 3 clusters
  Score: Raw -2002980.879753 + Penalty 3293.809242 = -1999687.070511
  nChanged 2
		SP:Iteration 44Q (20126.570000 sec): 3 clusters
  Score: Raw -2002980.983551 + Penalty 3293.809242 = -1999687.174309
  nChanged 1
		SP:Iteration 45Q (20126.910000 sec): 3 clusters
  Score: Raw -2002981.011683 + Penalty 3293.809242 = -1999687.202442
  nChanged 1
		SP:Iteration 46Q (20127.290000 sec): 3 clusters
  Score: Raw -2002981.035095 + Penalty 3293.809242 = -1999687.225853
  nChanged 0
		SP:Iteration 47F (20127.670000 sec): 3 clusters
  Score: Raw -2002981.035095 + Penalty 3293.809242 = -1999687.225853
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 1.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20127.750000 sec): 2 clusters
  Score: Raw -568535.257892 + Penalty 1449.193632 = -567086.064259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20127.950000 sec): 3 clusters
  Score: Raw -564455.505216 + Penalty 2898.387264 = -561557.117952
  nChanged 3226
		SP:Iteration 1F (20128.130000 sec): 3 clusters
  Score: Raw -567371.446983 + Penalty 2898.387264 = -564473.059719
  nChanged 1163
		SP:Iteration 2F (20128.310000 sec): 3 clusters
  Score: Raw -570818.782836 + Penalty 2898.387264 = -567920.395572
  nChanged 1127
		SP:Iteration 3F (20128.560000 sec): 3 clusters
  Score: Raw -575268.146597 + Penalty 2898.387264 = -572369.759333
  nChanged 541
		SP:Iteration 4F (20128.770000 sec): 3 clusters
  Score: Raw -576476.660257 + Penalty 2898.387264 = -573578.272993
  nChanged 268
		SP:Iteration 5Q (20128.990000 sec): 3 clusters
  Score: Raw -576868.807396 + Penalty 2898.387264 = -573970.420132
  nChanged 156
		SP:Iteration 6Q (20129.170000 sec): 3 clusters
  Score: Raw -577112.341895 + Penalty 2898.387264 = -574213.954631
  nChanged 117
		SP:Iteration 7Q (20129.360000 sec): 3 clusters
  Score: Raw -577266.998020 + Penalty 2898.387264 = -574368.610756
  nChanged 102
		SP:Iteration 8Q (20129.570000 sec): 3 clusters
  Score: Raw -577409.259626 + Penalty 2898.387264 = -574510.872362
  nChanged 97
		SP:Iteration 9Q (20129.750000 sec): 3 clusters
  Score: Raw -577560.337161 + Penalty 2898.387264 = -574661.949897
  nChanged 87
		SP:Iteration 10Q (20129.950000 sec): 3 clusters
  Score: Raw -577747.532736 + Penalty 2898.387264 = -574849.145472
  nChanged 76
		SP:Iteration 11Q (20130.150000 sec): 3 clusters
  Score: Raw -577954.770277 + Penalty 2898.387264 = -575056.383013
  nChanged 49
		SP:Iteration 12Q (20130.330000 sec): 3 clusters
  Score: Raw -578212.749796 + Penalty 2898.387264 = -575314.362532
  nChanged 42
		SP:Iteration 13Q (20130.540000 sec): 3 clusters
  Score: Raw -578601.430419 + Penalty 2898.387264 = -575703.043154
  nChanged 10
		SP:Iteration 14Q (20130.710000 sec): 3 clusters
  Score: Raw -578686.971927 + Penalty 2898.387264 = -575788.584662
  nChanged 1
		SP:Iteration 15Q (20130.920000 sec): 3 clusters
  Score: Raw -578689.489530 + Penalty 2898.387264 = -575791.102265
  nChanged 0
		SP:Iteration 16F (20131.130000 sec): 3 clusters
  Score: Raw -578689.489530 + Penalty 2898.387264 = -575791.102265
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (2962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20131.270000 sec): 2 clusters
  Score: Raw -204820.157302 + Penalty 1298.963249 = -203521.194053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20131.470000 sec): 3 clusters
  Score: Raw -203535.897242 + Penalty 2597.926498 = -200937.970744
  nChanged 1150
		SP:Iteration 1F (20131.670000 sec): 3 clusters
  Score: Raw -205089.785019 + Penalty 2597.926498 = -202491.858521
  nChanged 427
		SP:Iteration 2F (20131.820000 sec): 3 clusters
  Score: Raw -206159.637180 + Penalty 2597.926498 = -203561.710681
  nChanged 296
		SP:Iteration 3F (20132.010000 sec): 3 clusters
  Score: Raw -206640.016009 + Penalty 2597.926498 = -204042.089510
  nChanged 165
		SP:Iteration 4F (20132.220000 sec): 3 clusters
  Score: Raw -206859.819871 + Penalty 2597.926498 = -204261.893372
  nChanged 95
		SP:Iteration 5Q (20132.430000 sec): 3 clusters
  Score: Raw -206975.825088 + Penalty 2597.926498 = -204377.898590
  nChanged 82
		SP:Iteration 6Q (20132.580000 sec): 3 clusters
  Score: Raw -207054.261757 + Penalty 2597.926498 = -204456.335259
  nChanged 48
		SP:Iteration 7Q (20132.770000 sec): 3 clusters
  Score: Raw -207096.889149 + Penalty 2597.926498 = -204498.962650
  nChanged 38
		SP:Iteration 8Q (20132.970000 sec): 3 clusters
  Score: Raw -207121.118365 + Penalty 2597.926498 = -204523.191867
  nChanged 24
		SP:Iteration 9Q (20133.150000 sec): 3 clusters
  Score: Raw -207134.236981 + Penalty 2597.926498 = -204536.310483
  nChanged 15
		SP:Iteration 10Q (20133.320000 sec): 3 clusters
  Score: Raw -207141.112155 + Penalty 2597.926498 = -204543.185657
  nChanged 13
		SP:Iteration 11Q (20133.510000 sec): 3 clusters
  Score: Raw -207146.991241 + Penalty 2597.926498 = -204549.064743
  nChanged 12
		SP:Iteration 12Q (20133.730000 sec): 3 clusters
  Score: Raw -207152.402046 + Penalty 2597.926498 = -204554.475548
  nChanged 15
		SP:Iteration 13Q (20133.950000 sec): 3 clusters
  Score: Raw -207161.827532 + Penalty 2597.926498 = -204563.901034
  nChanged 12
		SP:Iteration 14Q (20134.180000 sec): 3 clusters
  Score: Raw -207167.799985 + Penalty 2597.926498 = -204569.873487
  nChanged 14
		SP:Iteration 15Q (20134.410000 sec): 3 clusters
  Score: Raw -207176.322654 + Penalty 2597.926498 = -204578.396156
  nChanged 10
		SP:Iteration 16Q (20134.600000 sec): 3 clusters
  Score: Raw -207184.971593 + Penalty 2597.926498 = -204587.045095
  nChanged 13
		SP:Iteration 17Q (20134.730000 sec): 3 clusters
  Score: Raw -207195.442811 + Penalty 2597.926498 = -204597.516313
  nChanged 15
		SP:Iteration 18Q (20134.920000 sec): 3 clusters
  Score: Raw -207201.894512 + Penalty 2597.926498 = -204603.968013
  nChanged 9
		SP:Iteration 19Q (20135.040000 sec): 3 clusters
  Score: Raw -207205.035445 + Penalty 2597.926498 = -204607.108947
  nChanged 7
		SP:Iteration 20F (20135.250000 sec): 3 clusters
  Score: Raw -207208.393123 + Penalty 2597.926498 = -204610.466625
  nChanged 8
		SP:Iteration 21Q (20135.430000 sec): 3 clusters
  Score: Raw -207211.543556 + Penalty 2597.926498 = -204613.617057
  nChanged 8
		SP:Iteration 22Q (20135.580000 sec): 3 clusters
  Score: Raw -207215.009318 + Penalty 2597.926498 = -204617.082820
  nChanged 10
		SP:Iteration 23Q (20135.770000 sec): 3 clusters
  Score: Raw -207221.071432 + Penalty 2597.926498 = -204623.144933
  nChanged 10
		SP:Iteration 24Q (20135.910000 sec): 3 clusters
  Score: Raw -207224.816849 + Penalty 2597.926498 = -204626.890351
  nChanged 10
		SP:Iteration 25Q (20136.040000 sec): 3 clusters
  Score: Raw -207230.010831 + Penalty 2597.926498 = -204632.084332
  nChanged 11
		SP:Iteration 26Q (20136.170000 sec): 3 clusters
  Score: Raw -207233.616226 + Penalty 2597.926498 = -204635.689727
  nChanged 12
		SP:Iteration 27Q (20136.310000 sec): 3 clusters
  Score: Raw -207237.780622 + Penalty 2597.926498 = -204639.854124
  nChanged 9
		SP:Iteration 28Q (20136.460000 sec): 3 clusters
  Score: Raw -207241.039790 + Penalty 2597.926498 = -204643.113291
  nChanged 5
		SP:Iteration 29Q (20136.600000 sec): 3 clusters
  Score: Raw -207243.194060 + Penalty 2597.926498 = -204645.267562
  nChanged 7
		SP:Iteration 30Q (20136.820000 sec): 3 clusters
  Score: Raw -207245.984087 + Penalty 2597.926498 = -204648.057589
  nChanged 13
		SP:Iteration 31Q (20136.970000 sec): 3 clusters
  Score: Raw -207255.736130 + Penalty 2597.926498 = -204657.809631
  nChanged 18
		SP:Iteration 32Q (20137.150000 sec): 3 clusters
  Score: Raw -207272.015620 + Penalty 2597.926498 = -204674.089121
  nChanged 18
		SP:Iteration 33Q (20137.310000 sec): 3 clusters
  Score: Raw -207290.105031 + Penalty 2597.926498 = -204692.178532
  nChanged 30
		SP:Iteration 34Q (20137.500000 sec): 3 clusters
  Score: Raw -207339.704635 + Penalty 2597.926498 = -204741.778136
  nChanged 33
		SP:Iteration 35Q (20137.630000 sec): 3 clusters
  Score: Raw -207385.935230 + Penalty 2597.926498 = -204788.008732
  nChanged 34
		SP:Iteration 36Q (20137.770000 sec): 3 clusters
  Score: Raw -207422.190798 + Penalty 2597.926498 = -204824.264300
  nChanged 28
		SP:Iteration 37Q (20137.950000 sec): 3 clusters
  Score: Raw -207443.934730 + Penalty 2597.926498 = -204846.008231
  nChanged 19
		SP:Iteration 38Q (20138.100000 sec): 3 clusters
  Score: Raw -207457.484499 + Penalty 2597.926498 = -204859.558001
  nChanged 15
		SP:Iteration 39Q (20138.290000 sec): 3 clusters
  Score: Raw -207465.890645 + Penalty 2597.926498 = -204867.964147
  nChanged 10
		SP:Iteration 40F (20138.460000 sec): 3 clusters
  Score: Raw -207472.582500 + Penalty 2597.926498 = -204874.656002
  nChanged 9
		SP:Iteration 41Q (20138.610000 sec): 3 clusters
  Score: Raw -207482.593953 + Penalty 2597.926498 = -204884.667454
  nChanged 11
		SP:Iteration 42Q (20138.840000 sec): 3 clusters
  Score: Raw -207490.007351 + Penalty 2597.926498 = -204892.080853
  nChanged 10
		SP:Iteration 43Q (20139.010000 sec): 3 clusters
  Score: Raw -207496.177087 + Penalty 2597.926498 = -204898.250589
  nChanged 4
		SP:Iteration 44Q (20139.160000 sec): 3 clusters
  Score: Raw -207497.938755 + Penalty 2597.926498 = -204900.012256
  nChanged 4
		SP:Iteration 45Q (20139.340000 sec): 3 clusters
  Score: Raw -207500.694291 + Penalty 2597.926498 = -204902.767792
  nChanged 5
		SP:Iteration 46Q (20139.550000 sec): 3 clusters
  Score: Raw -207503.875029 + Penalty 2597.926498 = -204905.948531
  nChanged 1
		SP:Iteration 47Q (20139.800000 sec): 3 clusters
  Score: Raw -207504.054783 + Penalty 2597.926498 = -204906.128284
  nChanged 0
		SP:Iteration 48F (20139.980000 sec): 3 clusters
  Score: Raw -207504.054783 + Penalty 2597.926498 = -204906.128284
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (12275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20140.140000 sec): 2 clusters
  Score: Raw -937242.571560 + Penalty 1529.989492 = -935712.582068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20140.420000 sec): 3 clusters
  Score: Raw -930242.073932 + Penalty 3059.978985 = -927182.094948
  nChanged 5399
		SP:Iteration 1F (20140.660000 sec): 3 clusters
  Score: Raw -933455.834104 + Penalty 3059.978985 = -930395.855119
  nChanged 999
		SP:Iteration 2F (20140.880000 sec): 3 clusters
  Score: Raw -934194.485963 + Penalty 3059.978985 = -931134.506979
  nChanged 1045
		SP:Iteration 3F (20141.140000 sec): 3 clusters
  Score: Raw -935037.766630 + Penalty 3059.978985 = -931977.787646
  nChanged 948
		SP:Iteration 4F (20141.370000 sec): 3 clusters
  Score: Raw -935790.387872 + Penalty 3059.978985 = -932730.408888
  nChanged 784
		SP:Iteration 5F (20141.670000 sec): 3 clusters
  Score: Raw -936331.771492 + Penalty 3059.978985 = -933271.792508
  nChanged 616
		SP:Iteration 6F (20141.900000 sec): 3 clusters
  Score: Raw -936686.599612 + Penalty 3059.978985 = -933626.620628
  nChanged 459
		SP:Iteration 7Q (20142.150000 sec): 3 clusters
  Score: Raw -936903.586689 + Penalty 3059.978985 = -933843.607704
  nChanged 374
		SP:Iteration 8Q (20142.450000 sec): 3 clusters
  Score: Raw -937063.950422 + Penalty 3059.978985 = -934003.971437
  nChanged 285
		SP:Iteration 9Q (20142.690000 sec): 3 clusters
  Score: Raw -937178.891278 + Penalty 3059.978985 = -934118.912293
  nChanged 245
		SP:Iteration 10Q (20142.970000 sec): 3 clusters
  Score: Raw -937272.356733 + Penalty 3059.978985 = -934212.377748
  nChanged 213
		SP:Iteration 11Q (20143.250000 sec): 3 clusters
  Score: Raw -937351.159478 + Penalty 3059.978985 = -934291.180494
  nChanged 205
		SP:Iteration 12Q (20143.510000 sec): 3 clusters
  Score: Raw -937428.934190 + Penalty 3059.978985 = -934368.955205
  nChanged 180
		SP:Iteration 13Q (20143.720000 sec): 3 clusters
  Score: Raw -937486.422133 + Penalty 3059.978985 = -934426.443148
  nChanged 153
		SP:Iteration 14Q (20143.970000 sec): 3 clusters
  Score: Raw -937544.250833 + Penalty 3059.978985 = -934484.271848
  nChanged 149
		SP:Iteration 15Q (20144.250000 sec): 3 clusters
  Score: Raw -937595.702248 + Penalty 3059.978985 = -934535.723263
  nChanged 139
		SP:Iteration 16Q (20144.440000 sec): 3 clusters
  Score: Raw -937640.776081 + Penalty 3059.978985 = -934580.797097
  nChanged 134
		SP:Iteration 17Q (20144.680000 sec): 3 clusters
  Score: Raw -937689.525814 + Penalty 3059.978985 = -934629.546829
  nChanged 129
		SP:Iteration 18Q (20144.880000 sec): 3 clusters
  Score: Raw -937733.594394 + Penalty 3059.978985 = -934673.615409
  nChanged 116
		SP:Iteration 19Q (20145.130000 sec): 3 clusters
  Score: Raw -937766.618745 + Penalty 3059.978985 = -934706.639761
  nChanged 97
		SP:Iteration 20F (20145.370000 sec): 3 clusters
  Score: Raw -937798.494613 + Penalty 3059.978985 = -934738.515629
  nChanged 101
		SP:Iteration 21Q (20145.610000 sec): 3 clusters
  Score: Raw -937832.340293 + Penalty 3059.978985 = -934772.361308
  nChanged 94
		SP:Iteration 22Q (20145.800000 sec): 3 clusters
  Score: Raw -937860.106919 + Penalty 3059.978985 = -934800.127934
  nChanged 67
		SP:Iteration 23Q (20146.030000 sec): 3 clusters
  Score: Raw -937879.098519 + Penalty 3059.978985 = -934819.119535
  nChanged 53
		SP:Iteration 24Q (20146.240000 sec): 3 clusters
  Score: Raw -937894.118927 + Penalty 3059.978985 = -934834.139942
  nChanged 52
		SP:Iteration 25Q (20146.440000 sec): 3 clusters
  Score: Raw -937910.053486 + Penalty 3059.978985 = -934850.074501
  nChanged 49
		SP:Iteration 26Q (20146.660000 sec): 3 clusters
  Score: Raw -937922.474652 + Penalty 3059.978985 = -934862.495667
  nChanged 39
		SP:Iteration 27Q (20146.940000 sec): 3 clusters
  Score: Raw -937933.458083 + Penalty 3059.978985 = -934873.479098
  nChanged 40
		SP:Iteration 28Q (20147.140000 sec): 3 clusters
  Score: Raw -937944.619856 + Penalty 3059.978985 = -934884.640872
  nChanged 39
		SP:Iteration 29Q (20147.440000 sec): 3 clusters
  Score: Raw -937954.670553 + Penalty 3059.978985 = -934894.691568
  nChanged 26
		SP:Iteration 30Q (20147.630000 sec): 3 clusters
  Score: Raw -937961.387765 + Penalty 3059.978985 = -934901.408780
  nChanged 25
		SP:Iteration 31Q (20147.920000 sec): 3 clusters
  Score: Raw -937967.604468 + Penalty 3059.978985 = -934907.625483
  nChanged 18
		SP:Iteration 32Q (20148.150000 sec): 3 clusters
  Score: Raw -937971.536132 + Penalty 3059.978985 = -934911.557148
  nChanged 19
		SP:Iteration 33Q (20148.390000 sec): 3 clusters
  Score: Raw -937974.696289 + Penalty 3059.978985 = -934914.717305
  nChanged 17
		SP:Iteration 34Q (20148.650000 sec): 3 clusters
  Score: Raw -937978.143782 + Penalty 3059.978985 = -934918.164797
  nChanged 12
		SP:Iteration 35Q (20148.950000 sec): 3 clusters
  Score: Raw -937980.599204 + Penalty 3059.978985 = -934920.620219
  nChanged 12
		SP:Iteration 36Q (20149.140000 sec): 3 clusters
  Score: Raw -937982.266941 + Penalty 3059.978985 = -934922.287956
  nChanged 4
		SP:Iteration 37Q (20149.340000 sec): 3 clusters
  Score: Raw -937983.021005 + Penalty 3059.978985 = -934923.042021
  nChanged 3
		SP:Iteration 38Q (20149.580000 sec): 3 clusters
  Score: Raw -937983.650869 + Penalty 3059.978985 = -934923.671885
  nChanged 3
		SP:Iteration 39Q (20149.850000 sec): 3 clusters
  Score: Raw -937983.964898 + Penalty 3059.978985 = -934923.985913
  nChanged 4
		SP:Iteration 40F (20150.070000 sec): 3 clusters
  Score: Raw -937984.558796 + Penalty 3059.978985 = -934924.579811
  nChanged 1
		SP:Iteration 41Q (20150.320000 sec): 3 clusters
  Score: Raw -937984.670938 + Penalty 3059.978985 = -934924.691954
  nChanged 2
		SP:Iteration 42Q (20150.550000 sec): 3 clusters
  Score: Raw -937984.799658 + Penalty 3059.978985 = -934924.820674
  nChanged 1
		SP:Iteration 43Q (20150.830000 sec): 3 clusters
  Score: Raw -937984.874362 + Penalty 3059.978985 = -934924.895377
  nChanged 0
		SP:Iteration 44F (20151.050000 sec): 3 clusters
  Score: Raw -937984.874362 + Penalty 3059.978985 = -934924.895377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (13411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20151.190000 sec): 2 clusters
  Score: Raw -958528.217711 + Penalty 1544.372464 = -956983.845247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20151.480000 sec): 3 clusters
  Score: Raw -950914.004370 + Penalty 3088.744927 = -947825.259443
  nChanged 5874
		SP:Iteration 1F (20151.720000 sec): 3 clusters
  Score: Raw -955903.498715 + Penalty 3088.744927 = -952814.753788
  nChanged 1559
		SP:Iteration 2F (20151.970000 sec): 3 clusters
  Score: Raw -958329.884763 + Penalty 3088.744927 = -955241.139836
  nChanged 1430
		SP:Iteration 3F (20152.190000 sec): 3 clusters
  Score: Raw -960090.357340 + Penalty 3088.744927 = -957001.612413
  nChanged 1257
		SP:Iteration 4F (20152.470000 sec): 3 clusters
  Score: Raw -961859.499216 + Penalty 3088.744927 = -958770.754289
  nChanged 1109
		SP:Iteration 5F (20152.690000 sec): 3 clusters
  Score: Raw -963707.122235 + Penalty 3088.744927 = -960618.377308
  nChanged 962
		SP:Iteration 6F (20152.880000 sec): 3 clusters
  Score: Raw -965653.349706 + Penalty 3088.744927 = -962564.604779
  nChanged 868
		SP:Iteration 7F (20153.090000 sec): 3 clusters
  Score: Raw -967519.656677 + Penalty 3088.744927 = -964430.911750
  nChanged 703
		SP:Iteration 8F (20153.310000 sec): 3 clusters
  Score: Raw -969018.994281 + Penalty 3088.744927 = -965930.249354
  nChanged 433
		SP:Iteration 9Q (20153.570000 sec): 3 clusters
  Score: Raw -969778.873727 + Penalty 3088.744927 = -966690.128800
  nChanged 254
		SP:Iteration 10Q (20153.820000 sec): 3 clusters
  Score: Raw -970073.721051 + Penalty 3088.744927 = -966984.976124
  nChanged 138
		SP:Iteration 11Q (20154.100000 sec): 3 clusters
  Score: Raw -970152.541785 + Penalty 3088.744927 = -967063.796858
  nChanged 89
		SP:Iteration 12Q (20154.330000 sec): 3 clusters
  Score: Raw -970187.221489 + Penalty 3088.744927 = -967098.476562
  nChanged 53
		SP:Iteration 13Q (20154.540000 sec): 3 clusters
  Score: Raw -970203.139768 + Penalty 3088.744927 = -967114.394841
  nChanged 33
		SP:Iteration 14Q (20154.760000 sec): 3 clusters
  Score: Raw -970213.541792 + Penalty 3088.744927 = -967124.796865
  nChanged 33
		SP:Iteration 15Q (20155.030000 sec): 3 clusters
  Score: Raw -970224.707407 + Penalty 3088.744927 = -967135.962480
  nChanged 35
		SP:Iteration 16Q (20155.260000 sec): 3 clusters
  Score: Raw -970233.008724 + Penalty 3088.744927 = -967144.263797
  nChanged 19
		SP:Iteration 17Q (20155.530000 sec): 3 clusters
  Score: Raw -970236.737270 + Penalty 3088.744927 = -967147.992343
  nChanged 20
		SP:Iteration 18Q (20155.770000 sec): 3 clusters
  Score: Raw -970240.005620 + Penalty 3088.744927 = -967151.260693
  nChanged 11
		SP:Iteration 19Q (20156.020000 sec): 3 clusters
  Score: Raw -970241.520584 + Penalty 3088.744927 = -967152.775657
  nChanged 10
		SP:Iteration 20F (20156.320000 sec): 3 clusters
  Score: Raw -970242.735246 + Penalty 3088.744927 = -967153.990319
  nChanged 5
		SP:Iteration 21Q (20156.520000 sec): 3 clusters
  Score: Raw -970243.532565 + Penalty 3088.744927 = -967154.787638
  nChanged 9
		SP:Iteration 22Q (20156.730000 sec): 3 clusters
  Score: Raw -970245.386143 + Penalty 3088.744927 = -967156.641216
  nChanged 11
		SP:Iteration 23Q (20157.020000 sec): 3 clusters
  Score: Raw -970247.231138 + Penalty 3088.744927 = -967158.486211
  nChanged 11
		SP:Iteration 24Q (20157.270000 sec): 3 clusters
  Score: Raw -970248.514383 + Penalty 3088.744927 = -967159.769456
  nChanged 9
		SP:Iteration 25Q (20157.480000 sec): 3 clusters
  Score: Raw -970249.631431 + Penalty 3088.744927 = -967160.886504
  nChanged 9
		SP:Iteration 26Q (20157.690000 sec): 3 clusters
  Score: Raw -970250.602314 + Penalty 3088.744927 = -967161.857387
  nChanged 4
		SP:Iteration 27Q (20157.990000 sec): 3 clusters
  Score: Raw -970251.210165 + Penalty 3088.744927 = -967162.465237
  nChanged 5
		SP:Iteration 28Q (20158.240000 sec): 3 clusters
  Score: Raw -970251.910061 + Penalty 3088.744927 = -967163.165134
  nChanged 4
		SP:Iteration 29Q (20158.440000 sec): 3 clusters
  Score: Raw -970252.377370 + Penalty 3088.744927 = -967163.632443
  nChanged 2
		SP:Iteration 30Q (20158.690000 sec): 3 clusters
  Score: Raw -970252.627570 + Penalty 3088.744927 = -967163.882643
  nChanged 3
		SP:Iteration 31Q (20158.960000 sec): 3 clusters
  Score: Raw -970252.845946 + Penalty 3088.744927 = -967164.101019
  nChanged 1
		SP:Iteration 32Q (20159.200000 sec): 3 clusters
  Score: Raw -970252.909096 + Penalty 3088.744927 = -967164.164169
  nChanged 0
		SP:Iteration 33F (20159.480000 sec): 3 clusters
  Score: Raw -970252.909096 + Penalty 3088.744927 = -967164.164169
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (3279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20159.600000 sec): 2 clusters
  Score: Raw -215210.307739 + Penalty 1315.485239 = -213894.822500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20159.830000 sec): 3 clusters
  Score: Raw -213770.581737 + Penalty 2630.970477 = -211139.611260
  nChanged 1334
		SP:Iteration 1F (20159.960000 sec): 3 clusters
  Score: Raw -215624.789476 + Penalty 2630.970477 = -212993.818999
  nChanged 485
		SP:Iteration 2F (20160.110000 sec): 3 clusters
  Score: Raw -216704.438777 + Penalty 2630.970477 = -214073.468300
  nChanged 310
		SP:Iteration 3F (20160.320000 sec): 3 clusters
  Score: Raw -217366.069195 + Penalty 2630.970477 = -214735.098717
  nChanged 173
		SP:Iteration 4F (20160.480000 sec): 3 clusters
  Score: Raw -217707.402330 + Penalty 2630.970477 = -215076.431853
  nChanged 157
		SP:Iteration 5Q (20160.660000 sec): 3 clusters
  Score: Raw -218045.815799 + Penalty 2630.970477 = -215414.845322
  nChanged 165
		SP:Iteration 6F (20160.830000 sec): 3 clusters
  Score: Raw -219035.680444 + Penalty 2630.970477 = -216404.709967
  nChanged 129
		SP:Iteration 7Q (20161.020000 sec): 3 clusters
  Score: Raw -219884.226764 + Penalty 2630.970477 = -217253.256287
  nChanged 86
		SP:Iteration 8Q (20161.180000 sec): 3 clusters
  Score: Raw -220073.194073 + Penalty 2630.970477 = -217442.223595
  nChanged 68
		SP:Iteration 9Q (20161.340000 sec): 3 clusters
  Score: Raw -220286.300338 + Penalty 2630.970477 = -217655.329860
  nChanged 52
		SP:Iteration 10Q (20161.520000 sec): 3 clusters
  Score: Raw -220470.232657 + Penalty 2630.970477 = -217839.262179
  nChanged 40
		SP:Iteration 11Q (20161.690000 sec): 3 clusters
  Score: Raw -220604.841219 + Penalty 2630.970477 = -217973.870741
  nChanged 30
		SP:Iteration 12Q (20161.840000 sec): 3 clusters
  Score: Raw -220674.988411 + Penalty 2630.970477 = -218044.017934
  nChanged 23
		SP:Iteration 13Q (20162.040000 sec): 3 clusters
  Score: Raw -220705.919474 + Penalty 2630.970477 = -218074.948997
  nChanged 18
		SP:Iteration 14Q (20162.200000 sec): 3 clusters
  Score: Raw -220770.149683 + Penalty 2630.970477 = -218139.179206
  nChanged 10
		SP:Iteration 15Q (20162.350000 sec): 3 clusters
  Score: Raw -220785.591113 + Penalty 2630.970477 = -218154.620635
  nChanged 7
		SP:Iteration 16Q (20162.530000 sec): 3 clusters
  Score: Raw -220788.148118 + Penalty 2630.970477 = -218157.177640
  nChanged 3
		SP:Iteration 17Q (20162.720000 sec): 3 clusters
  Score: Raw -220789.079413 + Penalty 2630.970477 = -218158.108936
  nChanged 3
		SP:Iteration 18Q (20162.860000 sec): 3 clusters
  Score: Raw -220789.981631 + Penalty 2630.970477 = -218159.011154
  nChanged 2
		SP:Iteration 19Q (20163.020000 sec): 3 clusters
  Score: Raw -220791.659406 + Penalty 2630.970477 = -218160.688929
  nChanged 5
		SP:Iteration 20F (20163.180000 sec): 3 clusters
  Score: Raw -220846.642498 + Penalty 2630.970477 = -218215.672021
  nChanged 19
		SP:Iteration 21Q (20163.340000 sec): 3 clusters
  Score: Raw -220902.204824 + Penalty 2630.970477 = -218271.234346
  nChanged 20
		SP:Iteration 22Q (20163.500000 sec): 3 clusters
  Score: Raw -220958.435866 + Penalty 2630.970477 = -218327.465389
  nChanged 21
		SP:Iteration 23Q (20163.680000 sec): 3 clusters
  Score: Raw -221007.621017 + Penalty 2630.970477 = -218376.650540
  nChanged 20
		SP:Iteration 24Q (20163.840000 sec): 3 clusters
  Score: Raw -221025.996077 + Penalty 2630.970477 = -218395.025600
  nChanged 12
		SP:Iteration 25Q (20164.010000 sec): 3 clusters
  Score: Raw -221058.925986 + Penalty 2630.970477 = -218427.955508
  nChanged 10
		SP:Iteration 26Q (20164.150000 sec): 3 clusters
  Score: Raw -221076.765761 + Penalty 2630.970477 = -218445.795283
  nChanged 5
		SP:Iteration 27Q (20164.310000 sec): 3 clusters
  Score: Raw -221080.065200 + Penalty 2630.970477 = -218449.094723
  nChanged 3
		SP:Iteration 28Q (20164.470000 sec): 3 clusters
  Score: Raw -221082.198700 + Penalty 2630.970477 = -218451.228223
  nChanged 4
		SP:Iteration 29Q (20164.630000 sec): 3 clusters
  Score: Raw -221086.565745 + Penalty 2630.970477 = -218455.595267
  nChanged 4
		SP:Iteration 30Q (20164.790000 sec): 3 clusters
  Score: Raw -221089.201032 + Penalty 2630.970477 = -218458.230554
  nChanged 6
		SP:Iteration 31Q (20164.950000 sec): 3 clusters
  Score: Raw -221091.307409 + Penalty 2630.970477 = -218460.336931
  nChanged 4
		SP:Iteration 32Q (20165.110000 sec): 3 clusters
  Score: Raw -221092.594752 + Penalty 2630.970477 = -218461.624275
  nChanged 3
		SP:Iteration 33Q (20165.270000 sec): 3 clusters
  Score: Raw -221094.577141 + Penalty 2630.970477 = -218463.606663
  nChanged 4
		SP:Iteration 34Q (20165.430000 sec): 3 clusters
  Score: Raw -221096.981357 + Penalty 2630.970477 = -218466.010880
  nChanged 3
		SP:Iteration 35Q (20165.590000 sec): 3 clusters
  Score: Raw -221098.762624 + Penalty 2630.970477 = -218467.792146
  nChanged 4
		SP:Iteration 36Q (20165.750000 sec): 3 clusters
  Score: Raw -221099.930932 + Penalty 2630.970477 = -218468.960455
  nChanged 3
		SP:Iteration 37Q (20165.910000 sec): 3 clusters
  Score: Raw -221101.234398 + Penalty 2630.970477 = -218470.263921
  nChanged 4
		SP:Iteration 38Q (20166.070000 sec): 3 clusters
  Score: Raw -221103.372057 + Penalty 2630.970477 = -218472.401579
  nChanged 7
		SP:Iteration 39Q (20166.230000 sec): 3 clusters
  Score: Raw -221106.828882 + Penalty 2630.970477 = -218475.858405
  nChanged 4
		SP:Iteration 40F (20166.390000 sec): 3 clusters
  Score: Raw -221124.722060 + Penalty 2630.970477 = -218493.751583
  nChanged 9
		SP:Iteration 41Q (20166.550000 sec): 3 clusters
  Score: Raw -221172.641541 + Penalty 2630.970477 = -218541.671063
  nChanged 20
		SP:Iteration 42Q (20166.710000 sec): 3 clusters
  Score: Raw -221215.782592 + Penalty 2630.970477 = -218584.812115
  nChanged 34
		SP:Iteration 43Q (20166.870000 sec): 3 clusters
  Score: Raw -221273.108294 + Penalty 2630.970477 = -218642.137817
  nChanged 38
		SP:Iteration 44Q (20167.030000 sec): 3 clusters
  Score: Raw -221356.469212 + Penalty 2630.970477 = -218725.498735
  nChanged 42
		SP:Iteration 45Q (20167.190000 sec): 3 clusters
  Score: Raw -221446.464327 + Penalty 2630.970477 = -218815.493850
  nChanged 41
		SP:Iteration 46Q (20167.350000 sec): 3 clusters
  Score: Raw -221515.975166 + Penalty 2630.970477 = -218885.004688
  nChanged 45
		SP:Iteration 47Q (20167.510000 sec): 3 clusters
  Score: Raw -221589.213633 + Penalty 2630.970477 = -218958.243156
  nChanged 34
		SP:Iteration 48Q (20167.670000 sec): 3 clusters
  Score: Raw -221699.912946 + Penalty 2630.970477 = -219068.942468
  nChanged 36
		SP:Iteration 49Q (20167.830000 sec): 3 clusters
  Score: Raw -221819.145083 + Penalty 2630.970477 = -219188.174606
  nChanged 35
		SP:Iteration 50Q (20167.990000 sec): 3 clusters
  Score: Raw -221907.413712 + Penalty 2630.970477 = -219276.443234
  nChanged 40
		SP:Iteration 51Q (20168.150000 sec): 3 clusters
  Score: Raw -222015.689388 + Penalty 2630.970477 = -219384.718911
  nChanged 41
		SP:Iteration 52Q (20168.310000 sec): 3 clusters
  Score: Raw -222146.455413 + Penalty 2630.970477 = -219515.484936
  nChanged 31
		SP:Iteration 53Q (20168.470000 sec): 3 clusters
  Score: Raw -222246.784394 + Penalty 2630.970477 = -219615.813916
  nChanged 24
		SP:Iteration 54Q (20168.630000 sec): 3 clusters
  Score: Raw -222312.580076 + Penalty 2630.970477 = -219681.609598
  nChanged 12
		SP:Iteration 55Q (20168.790000 sec): 3 clusters
  Score: Raw -222332.226125 + Penalty 2630.970477 = -219701.255648
  nChanged 8
		SP:Iteration 56Q (20168.950000 sec): 3 clusters
  Score: Raw -222343.447808 + Penalty 2630.970477 = -219712.477330
  nChanged 6
		SP:Iteration 57Q (20169.110000 sec): 3 clusters
  Score: Raw -222352.433084 + Penalty 2630.970477 = -219721.462607
  nChanged 1
		SP:Iteration 58Q (20169.270000 sec): 3 clusters
  Score: Raw -222354.688022 + Penalty 2630.970477 = -219723.717545
  nChanged 0
		SP:Iteration 59F (20169.430000 sec): 3 clusters
  Score: Raw -222360.613170 + Penalty 2630.970477 = -219729.642693
  nChanged 2
		SP:Iteration 60F (20169.590000 sec): 3 clusters
  Score: Raw -222387.462050 + Penalty 2630.970477 = -219756.491572
  nChanged 5
		SP:Iteration 61Q (20169.750000 sec): 3 clusters
  Score: Raw -222395.286788 + Penalty 2630.970477 = -219764.316311
  nChanged 3
		SP:Iteration 62Q (20169.950000 sec): 3 clusters
  Score: Raw -222399.870412 + Penalty 2630.970477 = -219768.899934
  nChanged 3
		SP:Iteration 63Q (20170.070000 sec): 3 clusters
  Score: Raw -222413.259471 + Penalty 2630.970477 = -219782.288993
  nChanged 5
		SP:Iteration 64Q (20170.220000 sec): 3 clusters
  Score: Raw -222420.651458 + Penalty 2630.970477 = -219789.680981
  nChanged 7
		SP:Iteration 65Q (20170.360000 sec): 3 clusters
  Score: Raw -222429.132862 + Penalty 2630.970477 = -219798.162384
  nChanged 6
		SP:Iteration 66Q (20170.500000 sec): 3 clusters
  Score: Raw -222438.279768 + Penalty 2630.970477 = -219807.309291
  nChanged 6
		SP:Iteration 67Q (20170.650000 sec): 3 clusters
  Score: Raw -222449.549345 + Penalty 2630.970477 = -219818.578867
  nChanged 4
		SP:Iteration 68Q (20170.790000 sec): 3 clusters
  Score: Raw -222453.606228 + Penalty 2630.970477 = -219822.635750
  nChanged 1
		SP:Iteration 69Q (20170.940000 sec): 3 clusters
  Score: Raw -222454.125368 + Penalty 2630.970477 = -219823.154891
  nChanged 0
		SP:Iteration 70F (20171.080000 sec): 3 clusters
  Score: Raw -222454.125368 + Penalty 2630.970477 = -219823.154891
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (15129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20171.230000 sec): 2 clusters
  Score: Raw -1207348.240851 + Penalty 1563.959915 = -1205784.280935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20171.480000 sec): 3 clusters
  Score: Raw -1198494.508064 + Penalty 3127.919831 = -1195366.588233
  nChanged 6862
		SP:Iteration 1F (20171.770000 sec): 3 clusters
  Score: Raw -1204929.336929 + Penalty 3127.919831 = -1201801.417098
  nChanged 1976
		SP:Iteration 2F (20172.020000 sec): 3 clusters
  Score: Raw -1208830.532300 + Penalty 3127.919831 = -1205702.612469
  nChanged 2022
		SP:Iteration 3F (20172.270000 sec): 3 clusters
  Score: Raw -1211928.061792 + Penalty 3127.919831 = -1208800.141961
  nChanged 1418
		SP:Iteration 4F (20172.540000 sec): 3 clusters
  Score: Raw -1213255.215556 + Penalty 3127.919831 = -1210127.295725
  nChanged 677
		SP:Iteration 5Q (20172.790000 sec): 3 clusters
  Score: Raw -1213568.404667 + Penalty 3127.919831 = -1210440.484836
  nChanged 291
		SP:Iteration 6Q (20173.040000 sec): 3 clusters
  Score: Raw -1213650.760802 + Penalty 3127.919831 = -1210522.840971
  nChanged 174
		SP:Iteration 7Q (20173.330000 sec): 3 clusters
  Score: Raw -1213685.275192 + Penalty 3127.919831 = -1210557.355361
  nChanged 101
		SP:Iteration 8Q (20173.590000 sec): 3 clusters
  Score: Raw -1213700.547268 + Penalty 3127.919831 = -1210572.627437
  nChanged 64
		SP:Iteration 9Q (20173.880000 sec): 3 clusters
  Score: Raw -1213709.298620 + Penalty 3127.919831 = -1210581.378789
  nChanged 45
		SP:Iteration 10Q (20174.180000 sec): 3 clusters
  Score: Raw -1213716.313252 + Penalty 3127.919831 = -1210588.393421
  nChanged 31
		SP:Iteration 11Q (20174.410000 sec): 3 clusters
  Score: Raw -1213719.959073 + Penalty 3127.919831 = -1210592.039242
  nChanged 27
		SP:Iteration 12Q (20174.740000 sec): 3 clusters
  Score: Raw -1213722.075729 + Penalty 3127.919831 = -1210594.155898
  nChanged 13
		SP:Iteration 13Q (20174.990000 sec): 3 clusters
  Score: Raw -1213723.103463 + Penalty 3127.919831 = -1210595.183632
  nChanged 7
		SP:Iteration 14Q (20175.270000 sec): 3 clusters
  Score: Raw -1213723.427382 + Penalty 3127.919831 = -1210595.507551
  nChanged 3
		SP:Iteration 15Q (20175.510000 sec): 3 clusters
  Score: Raw -1213723.624855 + Penalty 3127.919831 = -1210595.705024
  nChanged 4
		SP:Iteration 16Q (20175.800000 sec): 3 clusters
  Score: Raw -1213723.827579 + Penalty 3127.919831 = -1210595.907748
  nChanged 2
		SP:Iteration 17Q (20176.040000 sec): 3 clusters
  Score: Raw -1213723.993264 + Penalty 3127.919831 = -1210596.073433
  nChanged 3
		SP:Iteration 18Q (20176.340000 sec): 3 clusters
  Score: Raw -1213724.252736 + Penalty 3127.919831 = -1210596.332905
  nChanged 1
		SP:Iteration 19Q (20176.560000 sec): 3 clusters
  Score: Raw -1213724.319497 + Penalty 3127.919831 = -1210596.399666
  nChanged 1
		SP:Iteration 20F (20176.820000 sec): 3 clusters
  Score: Raw -1213724.350828 + Penalty 3127.919831 = -1210596.430997
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (19569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20177.070000 sec): 2 clusters
  Score: Raw -1500854.694803 + Penalty 1605.776569 = -1499248.918235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20177.380000 sec): 3 clusters
  Score: Raw -1489141.191263 + Penalty 3211.553137 = -1485929.638126
  nChanged 8901
		SP:Iteration 1F (20177.690000 sec): 3 clusters
  Score: Raw -1496018.063408 + Penalty 3211.553137 = -1492806.510271
  nChanged 2472
		SP:Iteration 2F (20178.000000 sec): 3 clusters
  Score: Raw -1500686.309331 + Penalty 3211.553137 = -1497474.756194
  nChanged 2778
		SP:Iteration 3F (20178.320000 sec): 3 clusters
  Score: Raw -1506687.577606 + Penalty 3211.553137 = -1503476.024468
  nChanged 1840
		SP:Iteration 4F (20178.680000 sec): 3 clusters
  Score: Raw -1509031.107114 + Penalty 3211.553137 = -1505819.553977
  nChanged 1002
		SP:Iteration 5F (20178.950000 sec): 3 clusters
  Score: Raw -1509860.757810 + Penalty 3211.553137 = -1506649.204673
  nChanged 582
		SP:Iteration 6Q (20179.190000 sec): 3 clusters
  Score: Raw -1510225.025023 + Penalty 3211.553137 = -1507013.471886
  nChanged 413
		SP:Iteration 7Q (20179.520000 sec): 3 clusters
  Score: Raw -1510456.725688 + Penalty 3211.553137 = -1507245.172551
  nChanged 362
		SP:Iteration 8Q (20179.830000 sec): 3 clusters
  Score: Raw -1510634.129379 + Penalty 3211.553137 = -1507422.576241
  nChanged 303
		SP:Iteration 9Q (20180.100000 sec): 3 clusters
  Score: Raw -1510768.219967 + Penalty 3211.553137 = -1507556.666830
  nChanged 300
		SP:Iteration 10Q (20180.440000 sec): 3 clusters
  Score: Raw -1510888.256008 + Penalty 3211.553137 = -1507676.702871
  nChanged 286
		SP:Iteration 11Q (20180.680000 sec): 3 clusters
  Score: Raw -1510996.299197 + Penalty 3211.553137 = -1507784.746060
  nChanged 243
		SP:Iteration 12Q (20180.950000 sec): 3 clusters
  Score: Raw -1511077.817241 + Penalty 3211.553137 = -1507866.264104
  nChanged 206
		SP:Iteration 13Q (20181.220000 sec): 3 clusters
  Score: Raw -1511136.248723 + Penalty 3211.553137 = -1507924.695586
  nChanged 191
		SP:Iteration 14Q (20181.510000 sec): 3 clusters
  Score: Raw -1511186.101677 + Penalty 3211.553137 = -1507974.548539
  nChanged 163
		SP:Iteration 15Q (20181.820000 sec): 3 clusters
  Score: Raw -1511227.388478 + Penalty 3211.553137 = -1508015.835340
  nChanged 161
		SP:Iteration 16Q (20182.140000 sec): 3 clusters
  Score: Raw -1511263.661537 + Penalty 3211.553137 = -1508052.108400
  nChanged 135
		SP:Iteration 17Q (20182.430000 sec): 3 clusters
  Score: Raw -1511292.718886 + Penalty 3211.553137 = -1508081.165749
  nChanged 124
		SP:Iteration 18Q (20182.670000 sec): 3 clusters
  Score: Raw -1511318.420323 + Penalty 3211.553137 = -1508106.867186
  nChanged 105
		SP:Iteration 19Q (20182.940000 sec): 3 clusters
  Score: Raw -1511336.644843 + Penalty 3211.553137 = -1508125.091706
  nChanged 97
		SP:Iteration 20F (20183.220000 sec): 3 clusters
  Score: Raw -1511354.455096 + Penalty 3211.553137 = -1508142.901959
  nChanged 104
		SP:Iteration 21Q (20183.480000 sec): 3 clusters
  Score: Raw -1511379.042611 + Penalty 3211.553137 = -1508167.489474
  nChanged 113
		SP:Iteration 22Q (20183.770000 sec): 3 clusters
  Score: Raw -1511418.898365 + Penalty 3211.553137 = -1508207.345228
  nChanged 128
		SP:Iteration 23Q (20184.070000 sec): 3 clusters
  Score: Raw -1511493.188557 + Penalty 3211.553137 = -1508281.635420
  nChanged 164
		SP:Iteration 24Q (20184.390000 sec): 3 clusters
  Score: Raw -1511677.263157 + Penalty 3211.553137 = -1508465.710020
  nChanged 258
		SP:Iteration 25Q (20184.640000 sec): 3 clusters
  Score: Raw -1512538.971977 + Penalty 3211.553137 = -1509327.418840
  nChanged 508
		SP:Iteration 26Q (20184.980000 sec): 3 clusters
  Score: Raw -1515883.328229 + Penalty 3211.553137 = -1512671.775092
  nChanged 603
		SP:Iteration 27Q (20185.260000 sec): 3 clusters
  Score: Raw -1518620.305998 + Penalty 3211.553137 = -1515408.752861
  nChanged 518
		SP:Iteration 28Q (20185.530000 sec): 3 clusters
  Score: Raw -1519179.132851 + Penalty 3211.553137 = -1515967.579714
  nChanged 346
		SP:Iteration 29Q (20185.860000 sec): 3 clusters
  Score: Raw -1519404.871908 + Penalty 3211.553137 = -1516193.318771
  nChanged 229
		SP:Iteration 30Q (20186.150000 sec): 3 clusters
  Score: Raw -1519543.486592 + Penalty 3211.553137 = -1516331.933454
  nChanged 177
		SP:Iteration 31Q (20186.450000 sec): 3 clusters
  Score: Raw -1519637.770724 + Penalty 3211.553137 = -1516426.217587
  nChanged 136
		SP:Iteration 32Q (20186.730000 sec): 3 clusters
  Score: Raw -1519727.168372 + Penalty 3211.553137 = -1516515.615235
  nChanged 148
		SP:Iteration 33Q (20187.040000 sec): 3 clusters
  Score: Raw -1519803.096979 + Penalty 3211.553137 = -1516591.543841
  nChanged 122
		SP:Iteration 34Q (20187.300000 sec): 3 clusters
  Score: Raw -1519857.186136 + Penalty 3211.553137 = -1516645.632999
  nChanged 104
		SP:Iteration 35Q (20187.580000 sec): 3 clusters
  Score: Raw -1519904.577993 + Penalty 3211.553137 = -1516693.024855
  nChanged 101
		SP:Iteration 36Q (20187.860000 sec): 3 clusters
  Score: Raw -1519939.256672 + Penalty 3211.553137 = -1516727.703535
  nChanged 89
		SP:Iteration 37Q (20188.140000 sec): 3 clusters
  Score: Raw -1519977.295069 + Penalty 3211.553137 = -1516765.741932
  nChanged 82
		SP:Iteration 38Q (20188.480000 sec): 3 clusters
  Score: Raw -1520003.750597 + Penalty 3211.553137 = -1516792.197460
  nChanged 73
		SP:Iteration 39Q (20188.760000 sec): 3 clusters
  Score: Raw -1520038.318939 + Penalty 3211.553137 = -1516826.765802
  nChanged 84
		SP:Iteration 40F (20189.050000 sec): 3 clusters
  Score: Raw -1520184.858330 + Penalty 3211.553137 = -1516973.305193
  nChanged 165
		SP:Iteration 41Q (20189.330000 sec): 3 clusters
  Score: Raw -1520368.829495 + Penalty 3211.553137 = -1517157.276358
  nChanged 201
		SP:Iteration 42Q (20189.600000 sec): 3 clusters
  Score: Raw -1520635.364711 + Penalty 3211.553137 = -1517423.811574
  nChanged 238
		SP:Iteration 43Q (20189.910000 sec): 3 clusters
  Score: Raw -1521116.952489 + Penalty 3211.553137 = -1517905.399352
  nChanged 267
		SP:Iteration 44Q (20190.200000 sec): 3 clusters
  Score: Raw -1521633.298251 + Penalty 3211.553137 = -1518421.745114
  nChanged 224
		SP:Iteration 45Q (20190.500000 sec): 3 clusters
  Score: Raw -1521958.874441 + Penalty 3211.553137 = -1518747.321304
  nChanged 212
		SP:Iteration 46Q (20190.760000 sec): 3 clusters
  Score: Raw -1522173.145050 + Penalty 3211.553137 = -1518961.591913
  nChanged 188
		SP:Iteration 47Q (20191.050000 sec): 3 clusters
  Score: Raw -1522315.127810 + Penalty 3211.553137 = -1519103.574673
  nChanged 141
		SP:Iteration 48Q (20191.350000 sec): 3 clusters
  Score: Raw -1522408.831577 + Penalty 3211.553137 = -1519197.278440
  nChanged 141
		SP:Iteration 49Q (20191.680000 sec): 3 clusters
  Score: Raw -1522494.091391 + Penalty 3211.553137 = -1519282.538254
  nChanged 137
		SP:Iteration 50Q (20191.900000 sec): 3 clusters
  Score: Raw -1522580.271151 + Penalty 3211.553137 = -1519368.718014
  nChanged 127
		SP:Iteration 51Q (20192.210000 sec): 3 clusters
  Score: Raw -1522693.990265 + Penalty 3211.553137 = -1519482.437128
  nChanged 123
		SP:Iteration 52Q (20192.490000 sec): 3 clusters
  Score: Raw -1522799.841837 + Penalty 3211.553137 = -1519588.288700
  nChanged 115
		SP:Iteration 53Q (20192.790000 sec): 3 clusters
  Score: Raw -1522935.745208 + Penalty 3211.553137 = -1519724.192071
  nChanged 111
		SP:Iteration 54Q (20193.040000 sec): 3 clusters
  Score: Raw -1523120.809855 + Penalty 3211.553137 = -1519909.256717
  nChanged 88
		SP:Iteration 55Q (20193.360000 sec): 3 clusters
  Score: Raw -1523295.257143 + Penalty 3211.553137 = -1520083.704005
  nChanged 60
		SP:Iteration 56Q (20193.640000 sec): 3 clusters
  Score: Raw -1523429.296192 + Penalty 3211.553137 = -1520217.743055
  nChanged 51
		SP:Iteration 57Q (20193.860000 sec): 3 clusters
  Score: Raw -1523516.453981 + Penalty 3211.553137 = -1520304.900844
  nChanged 32
		SP:Iteration 58Q (20194.190000 sec): 3 clusters
  Score: Raw -1523600.399880 + Penalty 3211.553137 = -1520388.846743
  nChanged 25
		SP:Iteration 59Q (20194.440000 sec): 3 clusters
  Score: Raw -1523670.263802 + Penalty 3211.553137 = -1520458.710664
  nChanged 18
		SP:Iteration 60F (20194.740000 sec): 3 clusters
  Score: Raw -1524182.692647 + Penalty 3211.553137 = -1520971.139510
  nChanged 155
		SP:Iteration 61Q (20195.020000 sec): 3 clusters
  Score: Raw -1524701.217940 + Penalty 3211.553137 = -1521489.664803
  nChanged 146
		SP:Iteration 62Q (20195.340000 sec): 3 clusters
  Score: Raw -1524927.534248 + Penalty 3211.553137 = -1521715.981111
  nChanged 120
		SP:Iteration 63Q (20195.630000 sec): 3 clusters
  Score: Raw -1525092.101084 + Penalty 3211.553137 = -1521880.547947
  nChanged 92
		SP:Iteration 64Q (20195.870000 sec): 3 clusters
  Score: Raw -1525200.897307 + Penalty 3211.553137 = -1521989.344169
  nChanged 70
		SP:Iteration 65Q (20196.140000 sec): 3 clusters
  Score: Raw -1525261.366606 + Penalty 3211.553137 = -1522049.813468
  nChanged 44
		SP:Iteration 66Q (20196.460000 sec): 3 clusters
  Score: Raw -1525285.023213 + Penalty 3211.553137 = -1522073.470076
  nChanged 22
		SP:Iteration 67Q (20196.700000 sec): 3 clusters
  Score: Raw -1525291.761863 + Penalty 3211.553137 = -1522080.208726
  nChanged 13
		SP:Iteration 68Q (20196.980000 sec): 3 clusters
  Score: Raw -1525294.542073 + Penalty 3211.553137 = -1522082.988936
  nChanged 3
		SP:Iteration 69Q (20197.270000 sec): 3 clusters
  Score: Raw -1525294.837792 + Penalty 3211.553137 = -1522083.284655
  nChanged 1
		SP:Iteration 70Q (20197.480000 sec): 3 clusters
  Score: Raw -1525294.978671 + Penalty 3211.553137 = -1522083.425534
  nChanged 0
		SP:Iteration 71F (20197.770000 sec): 3 clusters
  Score: Raw -1525298.191929 + Penalty 3211.553137 = -1522086.638792
  nChanged 2
		SP:Iteration 72Q (20197.980000 sec): 3 clusters
  Score: Raw -1525298.924008 + Penalty 3211.553137 = -1522087.370871
  nChanged 3
		SP:Iteration 73Q (20198.340000 sec): 3 clusters
  Score: Raw -1525299.692401 + Penalty 3211.553137 = -1522088.139264
  nChanged 1
		SP:Iteration 74Q (20198.580000 sec): 3 clusters
  Score: Raw -1525299.872538 + Penalty 3211.553137 = -1522088.319401
  nChanged 0
		SP:Iteration 75F (20198.900000 sec): 3 clusters
  Score: Raw -1525299.872538 + Penalty 3211.553137 = -1522088.319401
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (1885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20199.010000 sec): 2 clusters
  Score: Raw -129341.917198 + Penalty 1225.523504 = -128116.393694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20199.140000 sec): 3 clusters
  Score: Raw -128814.132423 + Penalty 2451.047007 = -126363.085416
  nChanged 752
		SP:Iteration 1F (20199.310000 sec): 3 clusters
  Score: Raw -131027.804560 + Penalty 2451.047007 = -128576.757553
  nChanged 344
		SP:Iteration 2F (20199.470000 sec): 3 clusters
  Score: Raw -132385.112203 + Penalty 2451.047007 = -129934.065196
  nChanged 160
		SP:Iteration 3F (20199.640000 sec): 3 clusters
  Score: Raw -133019.636493 + Penalty 2451.047007 = -130568.589486
  nChanged 96
		SP:Iteration 4F (20199.800000 sec): 3 clusters
  Score: Raw -134386.459531 + Penalty 2451.047007 = -131935.412523
  nChanged 18
		SP:Iteration 5Q (20199.940000 sec): 3 clusters
  Score: Raw -134678.677725 + Penalty 2451.047007 = -132227.630718
  nChanged 22
		SP:Iteration 6Q (20200.110000 sec): 3 clusters
  Score: Raw -134787.442809 + Penalty 2451.047007 = -132336.395801
  nChanged 15
		SP:Iteration 7Q (20200.270000 sec): 3 clusters
  Score: Raw -134850.290574 + Penalty 2451.047007 = -132399.243566
  nChanged 13
		SP:Iteration 8Q (20200.440000 sec): 3 clusters
  Score: Raw -134897.402764 + Penalty 2451.047007 = -132446.355756
  nChanged 9
		SP:Iteration 9Q (20200.630000 sec): 3 clusters
  Score: Raw -134909.598860 + Penalty 2451.047007 = -132458.551852
  nChanged 4
		SP:Iteration 10Q (20200.820000 sec): 3 clusters
  Score: Raw -134913.645206 + Penalty 2451.047007 = -132462.598199
  nChanged 1
		SP:Iteration 11Q (20200.980000 sec): 3 clusters
  Score: Raw -134914.052371 + Penalty 2451.047007 = -132463.005363
  nChanged 0
		SP:Iteration 12F (20201.080000 sec): 3 clusters
  Score: Raw -134916.361551 + Penalty 2451.047007 = -132465.314544
  nChanged 1
		SP:Iteration 13Q (20201.210000 sec): 3 clusters
  Score: Raw -134918.115726 + Penalty 2451.047007 = -132467.068718
  nChanged 3
		SP:Iteration 14Q (20201.340000 sec): 3 clusters
  Score: Raw -134922.378765 + Penalty 2451.047007 = -132471.331757
  nChanged 2
		SP:Iteration 15Q (20201.480000 sec): 3 clusters
  Score: Raw -134923.713236 + Penalty 2451.047007 = -132472.666229
  nChanged 2
		SP:Iteration 16Q (20201.600000 sec): 3 clusters
  Score: Raw -134930.816422 + Penalty 2451.047007 = -132479.769415
  nChanged 4
		SP:Iteration 17Q (20201.730000 sec): 3 clusters
  Score: Raw -134939.682176 + Penalty 2451.047007 = -132488.635168
  nChanged 4
		SP:Iteration 18Q (20201.860000 sec): 3 clusters
  Score: Raw -134958.539794 + Penalty 2451.047007 = -132507.492786
  nChanged 3
		SP:Iteration 19Q (20201.990000 sec): 3 clusters
  Score: Raw -134962.195587 + Penalty 2451.047007 = -132511.148580
  nChanged 1
		SP:Iteration 20F (20202.120000 sec): 3 clusters
  Score: Raw -134962.698053 + Penalty 2451.047007 = -132511.651046
  nChanged 1
		SP:Iteration 21Q (20202.260000 sec): 3 clusters
  Score: Raw -134963.345415 + Penalty 2451.047007 = -132512.298408
  nChanged 1
		SP:Iteration 22Q (20202.390000 sec): 3 clusters
  Score: Raw -134963.958045 + Penalty 2451.047007 = -132512.911037
  nChanged 2
		SP:Iteration 23Q (20202.540000 sec): 3 clusters
  Score: Raw -134965.921306 + Penalty 2451.047007 = -132514.874299
  nChanged 4
		SP:Iteration 24Q (20202.670000 sec): 3 clusters
  Score: Raw -134969.093104 + Penalty 2451.047007 = -132518.046096
  nChanged 3
		SP:Iteration 25Q (20202.800000 sec): 3 clusters
  Score: Raw -134971.337293 + Penalty 2451.047007 = -132520.290286
  nChanged 3
		SP:Iteration 26Q (20202.940000 sec): 3 clusters
  Score: Raw -134973.733454 + Penalty 2451.047007 = -132522.686447
  nChanged 4
		SP:Iteration 27Q (20203.080000 sec): 3 clusters
  Score: Raw -134976.256390 + Penalty 2451.047007 = -132525.209383
  nChanged 3
		SP:Iteration 28Q (20203.220000 sec): 3 clusters
  Score: Raw -134977.661032 + Penalty 2451.047007 = -132526.614025
  nChanged 0
		SP:Iteration 29F (20203.350000 sec): 3 clusters
  Score: Raw -134977.661032 + Penalty 2451.047007 = -132526.614025
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (15080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20203.540000 sec): 2 clusters
  Score: Raw -1126162.139685 + Penalty 1563.432754 = -1124598.706930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20203.830000 sec): 3 clusters
  Score: Raw -1117608.421032 + Penalty 3126.865509 = -1114481.555523
  nChanged 6800
		SP:Iteration 1F (20204.110000 sec): 3 clusters
  Score: Raw -1129730.381875 + Penalty 3126.865509 = -1126603.516366
  nChanged 2790
		SP:Iteration 2F (20204.360000 sec): 3 clusters
  Score: Raw -1138298.066155 + Penalty 3126.865509 = -1135171.200646
  nChanged 1298
		SP:Iteration 3F (20204.620000 sec): 3 clusters
  Score: Raw -1139970.289790 + Penalty 3126.865509 = -1136843.424282
  nChanged 374
		SP:Iteration 4Q (20204.890000 sec): 3 clusters
  Score: Raw -1140124.243207 + Penalty 3126.865509 = -1136997.377699
  nChanged 132
		SP:Iteration 5Q (20205.170000 sec): 3 clusters
  Score: Raw -1140162.018249 + Penalty 3126.865509 = -1137035.152741
  nChanged 61
		SP:Iteration 6Q (20205.460000 sec): 3 clusters
  Score: Raw -1140176.051508 + Penalty 3126.865509 = -1137049.186000
  nChanged 37
		SP:Iteration 7Q (20205.680000 sec): 3 clusters
  Score: Raw -1140182.494925 + Penalty 3126.865509 = -1137055.629416
  nChanged 25
		SP:Iteration 8Q (20205.920000 sec): 3 clusters
  Score: Raw -1140186.201021 + Penalty 3126.865509 = -1137059.335513
  nChanged 13
		SP:Iteration 9Q (20206.180000 sec): 3 clusters
  Score: Raw -1140187.807819 + Penalty 3126.865509 = -1137060.942310
  nChanged 6
		SP:Iteration 10Q (20206.440000 sec): 3 clusters
  Score: Raw -1140188.602734 + Penalty 3126.865509 = -1137061.737226
  nChanged 4
		SP:Iteration 11Q (20206.680000 sec): 3 clusters
  Score: Raw -1140188.938231 + Penalty 3126.865509 = -1137062.072723
  nChanged 1
		SP:Iteration 12Q (20206.960000 sec): 3 clusters
  Score: Raw -1140189.004249 + Penalty 3126.865509 = -1137062.138741
  nChanged 1
		SP:Iteration 13Q (20207.230000 sec): 3 clusters
  Score: Raw -1140189.061609 + Penalty 3126.865509 = -1137062.196101
  nChanged 1
		SP:Iteration 14Q (20207.550000 sec): 3 clusters
  Score: Raw -1140189.178839 + Penalty 3126.865509 = -1137062.313330
  nChanged 2
		SP:Iteration 15Q (20207.760000 sec): 3 clusters
  Score: Raw -1140189.411054 + Penalty 3126.865509 = -1137062.545546
  nChanged 3
		SP:Iteration 16Q (20208.030000 sec): 3 clusters
  Score: Raw -1140189.650021 + Penalty 3126.865509 = -1137062.784513
  nChanged 3
		SP:Iteration 17Q (20208.300000 sec): 3 clusters
  Score: Raw -1140189.857505 + Penalty 3126.865509 = -1137062.991996
  nChanged 0
		SP:Iteration 18F (20208.570000 sec): 3 clusters
  Score: Raw -1140189.857505 + Penalty 3126.865509 = -1137062.991996
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (12158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20208.750000 sec): 2 clusters
  Score: Raw -943405.952450 + Penalty 1528.433184 = -941877.519266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20209.000000 sec): 3 clusters
  Score: Raw -936510.230335 + Penalty 3056.866367 = -933453.363968
  nChanged 5401
		SP:Iteration 1F (20209.250000 sec): 3 clusters
  Score: Raw -941414.633109 + Penalty 3056.866367 = -938357.766742
  nChanged 1414
		SP:Iteration 2F (20209.490000 sec): 3 clusters
  Score: Raw -943238.210520 + Penalty 3056.866367 = -940181.344152
  nChanged 1305
		SP:Iteration 3F (20209.730000 sec): 3 clusters
  Score: Raw -944573.366275 + Penalty 3056.866367 = -941516.499908
  nChanged 944
		SP:Iteration 4F (20209.970000 sec): 3 clusters
  Score: Raw -945425.177709 + Penalty 3056.866367 = -942368.311342
  nChanged 659
		SP:Iteration 5F (20210.250000 sec): 3 clusters
  Score: Raw -945981.286687 + Penalty 3056.866367 = -942924.420320
  nChanged 467
		SP:Iteration 6Q (20210.450000 sec): 3 clusters
  Score: Raw -946341.492306 + Penalty 3056.866367 = -943284.625939
  nChanged 354
		SP:Iteration 7Q (20210.690000 sec): 3 clusters
  Score: Raw -946581.787334 + Penalty 3056.866367 = -943524.920967
  nChanged 259
		SP:Iteration 8Q (20210.910000 sec): 3 clusters
  Score: Raw -946746.888957 + Penalty 3056.866367 = -943690.022589
  nChanged 242
		SP:Iteration 9Q (20211.140000 sec): 3 clusters
  Score: Raw -946881.514776 + Penalty 3056.866367 = -943824.648408
  nChanged 197
		SP:Iteration 10Q (20211.430000 sec): 3 clusters
  Score: Raw -946982.415743 + Penalty 3056.866367 = -943925.549375
  nChanged 191
		SP:Iteration 11Q (20211.650000 sec): 3 clusters
  Score: Raw -947073.527924 + Penalty 3056.866367 = -944016.661557
  nChanged 166
		SP:Iteration 12Q (20211.920000 sec): 3 clusters
  Score: Raw -947175.885036 + Penalty 3056.866367 = -944119.018669
  nChanged 191
		SP:Iteration 13Q (20212.160000 sec): 3 clusters
  Score: Raw -947336.540961 + Penalty 3056.866367 = -944279.674594
  nChanged 183
		SP:Iteration 14Q (20212.420000 sec): 3 clusters
  Score: Raw -947498.731678 + Penalty 3056.866367 = -944441.865311
  nChanged 152
		SP:Iteration 15Q (20212.630000 sec): 3 clusters
  Score: Raw -947636.973427 + Penalty 3056.866367 = -944580.107060
  nChanged 137
		SP:Iteration 16Q (20212.860000 sec): 3 clusters
  Score: Raw -947738.774375 + Penalty 3056.866367 = -944681.908007
  nChanged 103
		SP:Iteration 17Q (20213.070000 sec): 3 clusters
  Score: Raw -947813.548165 + Penalty 3056.866367 = -944756.681798
  nChanged 73
		SP:Iteration 18Q (20213.310000 sec): 3 clusters
  Score: Raw -947843.830778 + Penalty 3056.866367 = -944786.964411
  nChanged 39
		SP:Iteration 19Q (20213.520000 sec): 3 clusters
  Score: Raw -947854.391655 + Penalty 3056.866367 = -944797.525288
  nChanged 33
		SP:Iteration 20F (20213.740000 sec): 3 clusters
  Score: Raw -947864.739258 + Penalty 3056.866367 = -944807.872891
  nChanged 32
		SP:Iteration 21Q (20214.010000 sec): 3 clusters
  Score: Raw -947872.427307 + Penalty 3056.866367 = -944815.560939
  nChanged 19
		SP:Iteration 22Q (20214.250000 sec): 3 clusters
  Score: Raw -947875.923312 + Penalty 3056.866367 = -944819.056945
  nChanged 16
		SP:Iteration 23Q (20214.550000 sec): 3 clusters
  Score: Raw -947879.369318 + Penalty 3056.866367 = -944822.502951
  nChanged 10
		SP:Iteration 24Q (20214.790000 sec): 3 clusters
  Score: Raw -947880.603195 + Penalty 3056.866367 = -944823.736828
  nChanged 5
		SP:Iteration 25Q (20215.040000 sec): 3 clusters
  Score: Raw -947881.194166 + Penalty 3056.866367 = -944824.327799
  nChanged 4
		SP:Iteration 26Q (20215.270000 sec): 3 clusters
  Score: Raw -947881.481595 + Penalty 3056.866367 = -944824.615228
  nChanged 3
		SP:Iteration 27Q (20215.560000 sec): 3 clusters
  Score: Raw -947881.688795 + Penalty 3056.866367 = -944824.822428
  nChanged 1
		SP:Iteration 28Q (20215.800000 sec): 3 clusters
  Score: Raw -947881.737413 + Penalty 3056.866367 = -944824.871045
  nChanged 1
		SP:Iteration 29Q (20216.020000 sec): 3 clusters
  Score: Raw -947881.778659 + Penalty 3056.866367 = -944824.912292
  nChanged 0
		SP:Iteration 30F (20216.240000 sec): 3 clusters
  Score: Raw -947881.778659 + Penalty 3056.866367 = -944824.912292
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (8782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20216.390000 sec): 2 clusters
  Score: Raw -518328.038437 + Penalty 1475.574661 = -516852.463777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20216.700000 sec): 3 clusters
  Score: Raw -513642.120026 + Penalty 2951.149322 = -510690.970704
  nChanged 3828
		SP:Iteration 1F (20216.940000 sec): 3 clusters
  Score: Raw -520142.287506 + Penalty 2951.149322 = -517191.138184
  nChanged 1496
		SP:Iteration 2F (20217.120000 sec): 3 clusters
  Score: Raw -524049.706370 + Penalty 2951.149322 = -521098.557048
  nChanged 952
		SP:Iteration 3F (20217.330000 sec): 3 clusters
  Score: Raw -525853.511990 + Penalty 2951.149322 = -522902.362669
  nChanged 471
		SP:Iteration 4F (20217.540000 sec): 3 clusters
  Score: Raw -527116.602114 + Penalty 2951.149322 = -524165.452792
  nChanged 327
		SP:Iteration 5Q (20217.760000 sec): 3 clusters
  Score: Raw -528186.506241 + Penalty 2951.149322 = -525235.356919
  nChanged 226
		SP:Iteration 6Q (20218.030000 sec): 3 clusters
  Score: Raw -528371.772639 + Penalty 2951.149322 = -525420.623317
  nChanged 105
		SP:Iteration 7Q (20218.250000 sec): 3 clusters
  Score: Raw -528467.447874 + Penalty 2951.149322 = -525516.298553
  nChanged 62
		SP:Iteration 8Q (20218.490000 sec): 3 clusters
  Score: Raw -528497.106390 + Penalty 2951.149322 = -525545.957069
  nChanged 31
		SP:Iteration 9Q (20218.730000 sec): 3 clusters
  Score: Raw -528520.186617 + Penalty 2951.149322 = -525569.037295
  nChanged 18
		SP:Iteration 10Q (20218.970000 sec): 3 clusters
  Score: Raw -528528.245794 + Penalty 2951.149322 = -525577.096473
  nChanged 14
		SP:Iteration 11Q (20219.180000 sec): 3 clusters
  Score: Raw -528530.666944 + Penalty 2951.149322 = -525579.517623
  nChanged 7
		SP:Iteration 12Q (20219.370000 sec): 3 clusters
  Score: Raw -528531.965984 + Penalty 2951.149322 = -525580.816662
  nChanged 5
		SP:Iteration 13Q (20219.610000 sec): 3 clusters
  Score: Raw -528533.287453 + Penalty 2951.149322 = -525582.138132
  nChanged 7
		SP:Iteration 14Q (20219.770000 sec): 3 clusters
  Score: Raw -528537.152937 + Penalty 2951.149322 = -525586.003616
  nChanged 11
		SP:Iteration 15Q (20219.950000 sec): 3 clusters
  Score: Raw -528541.159469 + Penalty 2951.149322 = -525590.010147
  nChanged 6
		SP:Iteration 16Q (20220.140000 sec): 3 clusters
  Score: Raw -528544.961219 + Penalty 2951.149322 = -525593.811897
  nChanged 5
		SP:Iteration 17Q (20220.300000 sec): 3 clusters
  Score: Raw -528548.090215 + Penalty 2951.149322 = -525596.940894
  nChanged 9
		SP:Iteration 18Q (20220.490000 sec): 3 clusters
  Score: Raw -528551.198973 + Penalty 2951.149322 = -525600.049651
  nChanged 4
		SP:Iteration 19Q (20220.730000 sec): 3 clusters
  Score: Raw -528558.663048 + Penalty 2951.149322 = -525607.513726
  nChanged 10
		SP:Iteration 20F (20220.950000 sec): 3 clusters
  Score: Raw -528591.999936 + Penalty 2951.149322 = -525640.850615
  nChanged 20
		SP:Iteration 21Q (20221.210000 sec): 3 clusters
  Score: Raw -528629.287072 + Penalty 2951.149322 = -525678.137750
  nChanged 24
		SP:Iteration 22Q (20221.400000 sec): 3 clusters
  Score: Raw -528645.341169 + Penalty 2951.149322 = -525694.191848
  nChanged 24
		SP:Iteration 23Q (20221.670000 sec): 3 clusters
  Score: Raw -528660.393251 + Penalty 2951.149322 = -525709.243930
  nChanged 19
		SP:Iteration 24Q (20221.870000 sec): 3 clusters
  Score: Raw -528669.733381 + Penalty 2951.149322 = -525718.584059
  nChanged 18
		SP:Iteration 25Q (20222.050000 sec): 3 clusters
  Score: Raw -528673.968417 + Penalty 2951.149322 = -525722.819096
  nChanged 15
		SP:Iteration 26Q (20222.320000 sec): 3 clusters
  Score: Raw -528677.071376 + Penalty 2951.149322 = -525725.922054
  nChanged 6
		SP:Iteration 27Q (20222.530000 sec): 3 clusters
  Score: Raw -528678.353828 + Penalty 2951.149322 = -525727.204506
  nChanged 3
		SP:Iteration 28Q (20222.720000 sec): 3 clusters
  Score: Raw -528678.689749 + Penalty 2951.149322 = -525727.540427
  nChanged 2
		SP:Iteration 29Q (20222.950000 sec): 3 clusters
  Score: Raw -528678.927734 + Penalty 2951.149322 = -525727.778412
  nChanged 1
		SP:Iteration 30Q (20223.170000 sec): 3 clusters
  Score: Raw -528679.095157 + Penalty 2951.149322 = -525727.945835
  nChanged 0
		SP:Iteration 31F (20223.310000 sec): 3 clusters
  Score: Raw -528679.095157 + Penalty 2951.149322 = -525727.945835
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (2476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20223.420000 sec): 2 clusters
  Score: Raw -176219.717448 + Penalty 1269.839940 = -174949.877508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20223.540000 sec): 3 clusters
  Score: Raw -175271.836029 + Penalty 2539.679881 = -172732.156148
  nChanged 961
		SP:Iteration 1F (20223.730000 sec): 3 clusters
  Score: Raw -177500.975593 + Penalty 2539.679881 = -174961.295712
  nChanged 447
		SP:Iteration 2F (20223.860000 sec): 3 clusters
  Score: Raw -179867.867707 + Penalty 2539.679881 = -177328.187826
  nChanged 269
		SP:Iteration 3F (20223.990000 sec): 3 clusters
  Score: Raw -181449.614050 + Penalty 2539.679881 = -178909.934170
  nChanged 138
		SP:Iteration 4F (20224.200000 sec): 3 clusters
  Score: Raw -182790.864687 + Penalty 2539.679881 = -180251.184806
  nChanged 103
		SP:Iteration 5Q (20224.410000 sec): 3 clusters
  Score: Raw -183556.601560 + Penalty 2539.679881 = -181016.921679
  nChanged 80
		SP:Iteration 6Q (20224.580000 sec): 3 clusters
  Score: Raw -184782.238784 + Penalty 2539.679881 = -182242.558903
  nChanged 13
		SP:Iteration 7Q (20224.700000 sec): 3 clusters
  Score: Raw -185181.139120 + Penalty 2539.679881 = -182641.459239
  nChanged 8
		SP:Iteration 8Q (20224.880000 sec): 3 clusters
  Score: Raw -185218.883895 + Penalty 2539.679881 = -182679.204014
  nChanged 0
		SP:Iteration 9F (20225.080000 sec): 3 clusters
  Score: Raw -185218.883895 + Penalty 2539.679881 = -182679.204014
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (12798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20225.240000 sec): 2 clusters
  Score: Raw -971159.453157 + Penalty 1536.769681 = -969622.683476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20225.510000 sec): 3 clusters
  Score: Raw -963961.214749 + Penalty 3073.539361 = -960887.675388
  nChanged 5667
		SP:Iteration 1F (20225.750000 sec): 3 clusters
  Score: Raw -969928.869942 + Penalty 3073.539361 = -966855.330581
  nChanged 1719
		SP:Iteration 2F (20226.030000 sec): 3 clusters
  Score: Raw -972675.283229 + Penalty 3073.539361 = -969601.743868
  nChanged 1390
		SP:Iteration 3F (20226.310000 sec): 3 clusters
  Score: Raw -974779.592611 + Penalty 3073.539361 = -971706.053250
  nChanged 1032
		SP:Iteration 4F (20226.550000 sec): 3 clusters
  Score: Raw -977240.123997 + Penalty 3073.539361 = -974166.584636
  nChanged 896
		SP:Iteration 5F (20226.810000 sec): 3 clusters
  Score: Raw -984086.405212 + Penalty 3073.539361 = -981012.865851
  nChanged 661
		SP:Iteration 6F (20227.060000 sec): 3 clusters
  Score: Raw -988879.650484 + Penalty 3073.539361 = -985806.111123
  nChanged 510
		SP:Iteration 7Q (20227.340000 sec): 3 clusters
  Score: Raw -989649.482710 + Penalty 3073.539361 = -986575.943349
  nChanged 229
		SP:Iteration 8Q (20227.620000 sec): 3 clusters
  Score: Raw -989944.666024 + Penalty 3073.539361 = -986871.126663
  nChanged 179
		SP:Iteration 9Q (20227.820000 sec): 3 clusters
  Score: Raw -990235.514173 + Penalty 3073.539361 = -987161.974812
  nChanged 149
		SP:Iteration 10Q (20228.020000 sec): 3 clusters
  Score: Raw -990614.113659 + Penalty 3073.539361 = -987540.574298
  nChanged 76
		SP:Iteration 11Q (20228.270000 sec): 3 clusters
  Score: Raw -990811.509781 + Penalty 3073.539361 = -987737.970420
  nChanged 51
		SP:Iteration 12Q (20228.450000 sec): 3 clusters
  Score: Raw -990872.376160 + Penalty 3073.539361 = -987798.836799
  nChanged 30
		SP:Iteration 13Q (20228.660000 sec): 3 clusters
  Score: Raw -990885.423819 + Penalty 3073.539361 = -987811.884458
  nChanged 18
		SP:Iteration 14Q (20228.910000 sec): 3 clusters
  Score: Raw -990890.792547 + Penalty 3073.539361 = -987817.253186
  nChanged 7
		SP:Iteration 15Q (20229.150000 sec): 3 clusters
  Score: Raw -990892.011346 + Penalty 3073.539361 = -987818.471985
  nChanged 4
		SP:Iteration 16Q (20229.370000 sec): 3 clusters
  Score: Raw -990892.744762 + Penalty 3073.539361 = -987819.205401
  nChanged 2
		SP:Iteration 17Q (20229.630000 sec): 3 clusters
  Score: Raw -990893.126844 + Penalty 3073.539361 = -987819.587483
  nChanged 0
		SP:Iteration 18F (20229.920000 sec): 3 clusters
  Score: Raw -990893.126844 + Penalty 3073.539361 = -987819.587483
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (198106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20231.420000 sec): 2 clusters
  Score: Raw -16391427.497990 + Penalty 1981.940597 = -16389445.557393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20232.710000 sec): 3 clusters
  Score: Raw -16260388.587655 + Penalty 3963.881194 = -16256424.706461
  nChanged 95979
		SP:Iteration 1F (20233.960000 sec): 3 clusters
  Score: Raw -16319512.097509 + Penalty 3963.881194 = -16315548.216315
  nChanged 10259
		SP:Iteration 2F (20235.130000 sec): 3 clusters
  Score: Raw -16325065.975832 + Penalty 3963.881194 = -16321102.094638
  nChanged 13792
		SP:Iteration 3F (20236.360000 sec): 3 clusters
  Score: Raw -16334655.809576 + Penalty 3963.881194 = -16330691.928382
  nChanged 16832
		SP:Iteration 4F (20237.710000 sec): 3 clusters
  Score: Raw -16347260.585348 + Penalty 3963.881194 = -16343296.704154
  nChanged 16600
		SP:Iteration 5F (20239.340000 sec): 3 clusters
  Score: Raw -16358466.680262 + Penalty 3963.881194 = -16354502.799068
  nChanged 13167
		SP:Iteration 6F (20240.970000 sec): 3 clusters
  Score: Raw -16365677.433420 + Penalty 3963.881194 = -16361713.552226
  nChanged 9289
		SP:Iteration 7Q (20242.720000 sec): 3 clusters
  Score: Raw -16369847.344850 + Penalty 3963.881194 = -16365883.463656
  nChanged 6631
		SP:Iteration 8Q (20244.100000 sec): 3 clusters
  Score: Raw -16372386.395782 + Penalty 3963.881194 = -16368422.514588
  nChanged 4895
		SP:Iteration 9Q (20245.320000 sec): 3 clusters
  Score: Raw -16374205.128376 + Penalty 3963.881194 = -16370241.247182
  nChanged 4096
		SP:Iteration 10Q (20246.570000 sec): 3 clusters
  Score: Raw -16375765.096663 + Penalty 3963.881194 = -16371801.215469
  nChanged 3759
		SP:Iteration 11Q (20247.980000 sec): 3 clusters
  Score: Raw -16377243.754455 + Penalty 3963.881194 = -16373279.873261
  nChanged 3626
		SP:Iteration 12Q (20249.340000 sec): 3 clusters
  Score: Raw -16378792.654498 + Penalty 3963.881194 = -16374828.773304
  nChanged 3597
		SP:Iteration 13Q (20250.520000 sec): 3 clusters
  Score: Raw -16380515.777297 + Penalty 3963.881194 = -16376551.896103
  nChanged 3751
		SP:Iteration 14Q (20251.680000 sec): 3 clusters
  Score: Raw -16382518.231796 + Penalty 3963.881194 = -16378554.350602
  nChanged 3675
		SP:Iteration 15Q (20252.840000 sec): 3 clusters
  Score: Raw -16384576.823772 + Penalty 3963.881194 = -16380612.942578
  nChanged 3440
		SP:Iteration 16Q (20254.080000 sec): 3 clusters
  Score: Raw -16386577.289788 + Penalty 3963.881194 = -16382613.408594
  nChanged 2974
		SP:Iteration 17Q (20255.350000 sec): 3 clusters
  Score: Raw -16388443.244049 + Penalty 3963.881194 = -16384479.362855
  nChanged 2564
		SP:Iteration 18Q (20256.590000 sec): 3 clusters
  Score: Raw -16390125.273814 + Penalty 3963.881194 = -16386161.392620
  nChanged 2131
		SP:Iteration 19Q (20257.820000 sec): 3 clusters
  Score: Raw -16391672.331379 + Penalty 3963.881194 = -16387708.450185
  nChanged 1749
		SP:Iteration 20F (20259.090000 sec): 3 clusters
  Score: Raw -16392989.899959 + Penalty 3963.881194 = -16389026.018765
  nChanged 1413
		SP:Iteration 21Q (20260.300000 sec): 3 clusters
  Score: Raw -16394055.323776 + Penalty 3963.881194 = -16390091.442582
  nChanged 1200
		SP:Iteration 22Q (20261.520000 sec): 3 clusters
  Score: Raw -16394880.329231 + Penalty 3963.881194 = -16390916.448037
  nChanged 958
		SP:Iteration 23Q (20262.740000 sec): 3 clusters
  Score: Raw -16395471.194182 + Penalty 3963.881194 = -16391507.312988
  nChanged 758
		SP:Iteration 24Q (20263.730000 sec): 3 clusters
  Score: Raw -16395962.836382 + Penalty 3963.881194 = -16391998.955188
  nChanged 744
		SP:Iteration 25Q (20264.760000 sec): 3 clusters
  Score: Raw -16396434.688613 + Penalty 3963.881194 = -16392470.807419
  nChanged 690
		SP:Iteration 26Q (20265.830000 sec): 3 clusters
  Score: Raw -16396851.573244 + Penalty 3963.881194 = -16392887.692050
  nChanged 667
		SP:Iteration 27Q (20267.040000 sec): 3 clusters
  Score: Raw -16397289.780029 + Penalty 3963.881194 = -16393325.898835
  nChanged 666
		SP:Iteration 28Q (20268.250000 sec): 3 clusters
  Score: Raw -16397815.867514 + Penalty 3963.881194 = -16393851.986320
  nChanged 693
		SP:Iteration 29Q (20269.340000 sec): 3 clusters
  Score: Raw -16398610.773592 + Penalty 3963.881194 = -16394646.892398
  nChanged 726
		SP:Iteration 30Q (20270.530000 sec): 3 clusters
  Score: Raw -16399558.857251 + Penalty 3963.881194 = -16395594.976057
  nChanged 616
		SP:Iteration 31Q (20271.700000 sec): 3 clusters
  Score: Raw -16400059.616095 + Penalty 3963.881194 = -16396095.734901
  nChanged 422
		SP:Iteration 32Q (20272.800000 sec): 3 clusters
  Score: Raw -16400192.170953 + Penalty 3963.881194 = -16396228.289759
  nChanged 236
		SP:Iteration 33Q (20273.870000 sec): 3 clusters
  Score: Raw -16400234.331288 + Penalty 3963.881194 = -16396270.450094
  nChanged 125
		SP:Iteration 34Q (20275.060000 sec): 3 clusters
  Score: Raw -16400245.993272 + Penalty 3963.881194 = -16396282.112078
  nChanged 68
		SP:Iteration 35Q (20276.260000 sec): 3 clusters
  Score: Raw -16400251.181990 + Penalty 3963.881194 = -16396287.300796
  nChanged 36
		SP:Iteration 36Q (20277.460000 sec): 3 clusters
  Score: Raw -16400253.194195 + Penalty 3963.881194 = -16396289.313001
  nChanged 14
		SP:Iteration 37Q (20278.920000 sec): 3 clusters
  Score: Raw -16400255.360349 + Penalty 3963.881194 = -16396291.479155
  nChanged 12
		SP:Iteration 38Q (20280.110000 sec): 3 clusters
  Score: Raw -16400255.940000 + Penalty 3963.881194 = -16396292.058806
  nChanged 10
		SP:Iteration 39Q (20281.410000 sec): 3 clusters
  Score: Raw -16400256.284048 + Penalty 3963.881194 = -16396292.402854
  nChanged 5
		SP:Iteration 40F (20282.950000 sec): 3 clusters
  Score: Raw -16400268.085972 + Penalty 3963.881194 = -16396304.204778
  nChanged 17
		SP:Iteration 41Q (20284.140000 sec): 3 clusters
  Score: Raw -16400269.516811 + Penalty 3963.881194 = -16396305.635617
  nChanged 11
		SP:Iteration 42Q (20285.570000 sec): 3 clusters
  Score: Raw -16400270.055572 + Penalty 3963.881194 = -16396306.174378
  nChanged 1
		SP:Iteration 43Q (20286.930000 sec): 3 clusters
  Score: Raw -16400270.108486 + Penalty 3963.881194 = -16396306.227292
  nChanged 2
		SP:Iteration 44Q (20288.240000 sec): 3 clusters
  Score: Raw -16400270.217133 + Penalty 3963.881194 = -16396306.335939
  nChanged 1
		SP:Iteration 45Q (20289.590000 sec): 3 clusters
  Score: Raw -16400270.250652 + Penalty 3963.881194 = -16396306.369458
  nChanged 2
		SP:Iteration 46Q (20290.910000 sec): 3 clusters
  Score: Raw -16400270.365827 + Penalty 3963.881194 = -16396306.484633
  nChanged 3
		SP:Iteration 47Q (20292.370000 sec): 3 clusters
  Score: Raw -16400270.553196 + Penalty 3963.881194 = -16396306.672002
  nChanged 4
		SP:Iteration 48Q (20293.670000 sec): 3 clusters
  Score: Raw -16400270.650954 + Penalty 3963.881194 = -16396306.769760
  nChanged 1
		SP:Iteration 49Q (20294.840000 sec): 3 clusters
  Score: Raw -16400270.699302 + Penalty 3963.881194 = -16396306.818109
  nChanged 0
		SP:Iteration 50F (20296.190000 sec): 3 clusters
  Score: Raw -16400270.699302 + Penalty 3963.881194 = -16396306.818109
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (13804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20296.390000 sec): 2 clusters
  Score: Raw -1135499.810149 + Penalty 1549.065974 = -1133950.744175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20296.650000 sec): 3 clusters
  Score: Raw -1127600.707155 + Penalty 3098.131947 = -1124502.575208
  nChanged 6147
		SP:Iteration 1F (20296.880000 sec): 3 clusters
  Score: Raw -1132058.862602 + Penalty 3098.131947 = -1128960.730654
  nChanged 1618
		SP:Iteration 2F (20297.130000 sec): 3 clusters
  Score: Raw -1134289.258271 + Penalty 3098.131947 = -1131191.126323
  nChanged 1618
		SP:Iteration 3F (20297.400000 sec): 3 clusters
  Score: Raw -1136439.659633 + Penalty 3098.131947 = -1133341.527685
  nChanged 1146
		SP:Iteration 4F (20297.660000 sec): 3 clusters
  Score: Raw -1137441.805880 + Penalty 3098.131947 = -1134343.673932
  nChanged 623
		SP:Iteration 5Q (20297.880000 sec): 3 clusters
  Score: Raw -1137724.937945 + Penalty 3098.131947 = -1134626.805998
  nChanged 316
		SP:Iteration 6Q (20298.140000 sec): 3 clusters
  Score: Raw -1137822.871260 + Penalty 3098.131947 = -1134724.739312
  nChanged 200
		SP:Iteration 7Q (20298.410000 sec): 3 clusters
  Score: Raw -1137868.712127 + Penalty 3098.131947 = -1134770.580179
  nChanged 135
		SP:Iteration 8Q (20298.690000 sec): 3 clusters
  Score: Raw -1137895.321737 + Penalty 3098.131947 = -1134797.189789
  nChanged 87
		SP:Iteration 9Q (20298.990000 sec): 3 clusters
  Score: Raw -1137910.185385 + Penalty 3098.131947 = -1134812.053438
  nChanged 74
		SP:Iteration 10Q (20299.190000 sec): 3 clusters
  Score: Raw -1137921.971053 + Penalty 3098.131947 = -1134823.839105
  nChanged 72
		SP:Iteration 11Q (20299.450000 sec): 3 clusters
  Score: Raw -1137932.146469 + Penalty 3098.131947 = -1134834.014521
  nChanged 72
		SP:Iteration 12Q (20299.700000 sec): 3 clusters
  Score: Raw -1137942.877141 + Penalty 3098.131947 = -1134844.745193
  nChanged 64
		SP:Iteration 13Q (20299.910000 sec): 3 clusters
  Score: Raw -1137951.385319 + Penalty 3098.131947 = -1134853.253372
  nChanged 55
		SP:Iteration 14Q (20300.180000 sec): 3 clusters
  Score: Raw -1137958.086406 + Penalty 3098.131947 = -1134859.954458
  nChanged 49
		SP:Iteration 15Q (20300.380000 sec): 3 clusters
  Score: Raw -1137963.644447 + Penalty 3098.131947 = -1134865.512500
  nChanged 55
		SP:Iteration 16Q (20300.670000 sec): 3 clusters
  Score: Raw -1137970.232885 + Penalty 3098.131947 = -1134872.100938
  nChanged 47
		SP:Iteration 17Q (20300.910000 sec): 3 clusters
  Score: Raw -1137975.933690 + Penalty 3098.131947 = -1134877.801743
  nChanged 43
		SP:Iteration 18Q (20301.140000 sec): 3 clusters
  Score: Raw -1137981.499531 + Penalty 3098.131947 = -1134883.367583
  nChanged 38
		SP:Iteration 19Q (20301.400000 sec): 3 clusters
  Score: Raw -1137986.085400 + Penalty 3098.131947 = -1134887.953452
  nChanged 33
		SP:Iteration 20F (20301.640000 sec): 3 clusters
  Score: Raw -1137989.062984 + Penalty 3098.131947 = -1134890.931037
  nChanged 27
		SP:Iteration 21Q (20301.880000 sec): 3 clusters
  Score: Raw -1137991.633830 + Penalty 3098.131947 = -1134893.501882
  nChanged 27
		SP:Iteration 22Q (20302.130000 sec): 3 clusters
  Score: Raw -1137994.276502 + Penalty 3098.131947 = -1134896.144554
  nChanged 20
		SP:Iteration 23Q (20302.370000 sec): 3 clusters
  Score: Raw -1137995.947527 + Penalty 3098.131947 = -1134897.815580
  nChanged 15
		SP:Iteration 24Q (20302.610000 sec): 3 clusters
  Score: Raw -1137997.157271 + Penalty 3098.131947 = -1134899.025323
  nChanged 17
		SP:Iteration 25Q (20302.880000 sec): 3 clusters
  Score: Raw -1137998.411887 + Penalty 3098.131947 = -1134900.279940
  nChanged 15
		SP:Iteration 26Q (20303.090000 sec): 3 clusters
  Score: Raw -1137999.919506 + Penalty 3098.131947 = -1134901.787559
  nChanged 20
		SP:Iteration 27Q (20303.380000 sec): 3 clusters
  Score: Raw -1138001.918552 + Penalty 3098.131947 = -1134903.786605
  nChanged 24
		SP:Iteration 28Q (20303.640000 sec): 3 clusters
  Score: Raw -1138004.198321 + Penalty 3098.131947 = -1134906.066374
  nChanged 25
		SP:Iteration 29Q (20303.830000 sec): 3 clusters
  Score: Raw -1138006.810338 + Penalty 3098.131947 = -1134908.678391
  nChanged 26
		SP:Iteration 30Q (20304.070000 sec): 3 clusters
  Score: Raw -1138009.214022 + Penalty 3098.131947 = -1134911.082075
  nChanged 22
		SP:Iteration 31Q (20304.320000 sec): 3 clusters
  Score: Raw -1138011.285560 + Penalty 3098.131947 = -1134913.153613
  nChanged 19
		SP:Iteration 32Q (20304.560000 sec): 3 clusters
  Score: Raw -1138013.146211 + Penalty 3098.131947 = -1134915.014264
  nChanged 25
		SP:Iteration 33Q (20304.790000 sec): 3 clusters
  Score: Raw -1138015.747987 + Penalty 3098.131947 = -1134917.616040
  nChanged 23
		SP:Iteration 34Q (20305.050000 sec): 3 clusters
  Score: Raw -1138018.263496 + Penalty 3098.131947 = -1134920.131549
  nChanged 26
		SP:Iteration 35Q (20305.300000 sec): 3 clusters
  Score: Raw -1138021.725333 + Penalty 3098.131947 = -1134923.593386
  nChanged 37
		SP:Iteration 36Q (20305.560000 sec): 3 clusters
  Score: Raw -1138025.856419 + Penalty 3098.131947 = -1134927.724471
  nChanged 29
		SP:Iteration 37Q (20305.810000 sec): 3 clusters
  Score: Raw -1138028.877721 + Penalty 3098.131947 = -1134930.745774
  nChanged 25
		SP:Iteration 38Q (20306.070000 sec): 3 clusters
  Score: Raw -1138031.303154 + Penalty 3098.131947 = -1134933.171207
  nChanged 22
		SP:Iteration 39Q (20306.310000 sec): 3 clusters
  Score: Raw -1138033.419726 + Penalty 3098.131947 = -1134935.287778
  nChanged 22
		SP:Iteration 40F (20306.530000 sec): 3 clusters
  Score: Raw -1138035.741343 + Penalty 3098.131947 = -1134937.609396
  nChanged 20
		SP:Iteration 41Q (20306.790000 sec): 3 clusters
  Score: Raw -1138038.355528 + Penalty 3098.131947 = -1134940.223581
  nChanged 22
		SP:Iteration 42Q (20307.040000 sec): 3 clusters
  Score: Raw -1138040.617128 + Penalty 3098.131947 = -1134942.485181
  nChanged 17
		SP:Iteration 43Q (20307.250000 sec): 3 clusters
  Score: Raw -1138041.979408 + Penalty 3098.131947 = -1134943.847461
  nChanged 13
		SP:Iteration 44Q (20307.470000 sec): 3 clusters
  Score: Raw -1138042.968851 + Penalty 3098.131947 = -1134944.836904
  nChanged 11
		SP:Iteration 45Q (20307.710000 sec): 3 clusters
  Score: Raw -1138043.932045 + Penalty 3098.131947 = -1134945.800098
  nChanged 10
		SP:Iteration 46Q (20307.930000 sec): 3 clusters
  Score: Raw -1138044.650542 + Penalty 3098.131947 = -1134946.518595
  nChanged 10
		SP:Iteration 47Q (20308.190000 sec): 3 clusters
  Score: Raw -1138045.297447 + Penalty 3098.131947 = -1134947.165500
  nChanged 10
		SP:Iteration 48Q (20308.420000 sec): 3 clusters
  Score: Raw -1138046.067620 + Penalty 3098.131947 = -1134947.935672
  nChanged 10
		SP:Iteration 49Q (20308.690000 sec): 3 clusters
  Score: Raw -1138047.147675 + Penalty 3098.131947 = -1134949.015728
  nChanged 12
		SP:Iteration 50Q (20308.930000 sec): 3 clusters
  Score: Raw -1138048.239508 + Penalty 3098.131947 = -1134950.107560
  nChanged 9
		SP:Iteration 51Q (20309.130000 sec): 3 clusters
  Score: Raw -1138048.933661 + Penalty 3098.131947 = -1134950.801714
  nChanged 8
		SP:Iteration 52Q (20309.350000 sec): 3 clusters
  Score: Raw -1138049.544722 + Penalty 3098.131947 = -1134951.412775
  nChanged 6
		SP:Iteration 53Q (20309.610000 sec): 3 clusters
  Score: Raw -1138050.092439 + Penalty 3098.131947 = -1134951.960491
  nChanged 10
		SP:Iteration 54Q (20309.800000 sec): 3 clusters
  Score: Raw -1138050.838299 + Penalty 3098.131947 = -1134952.706352
  nChanged 12
		SP:Iteration 55Q (20310.050000 sec): 3 clusters
  Score: Raw -1138051.785811 + Penalty 3098.131947 = -1134953.653864
  nChanged 7
		SP:Iteration 56Q (20310.340000 sec): 3 clusters
  Score: Raw -1138052.461337 + Penalty 3098.131947 = -1134954.329390
  nChanged 4
		SP:Iteration 57Q (20310.530000 sec): 3 clusters
  Score: Raw -1138052.806633 + Penalty 3098.131947 = -1134954.674685
  nChanged 5
		SP:Iteration 58Q (20310.770000 sec): 3 clusters
  Score: Raw -1138053.147793 + Penalty 3098.131947 = -1134955.015846
  nChanged 3
		SP:Iteration 59Q (20311.020000 sec): 3 clusters
  Score: Raw -1138053.314584 + Penalty 3098.131947 = -1134955.182637
  nChanged 4
		SP:Iteration 60F (20311.240000 sec): 3 clusters
  Score: Raw -1138053.499782 + Penalty 3098.131947 = -1134955.367835
  nChanged 1
		SP:Iteration 61Q (20311.480000 sec): 3 clusters
  Score: Raw -1138053.570138 + Penalty 3098.131947 = -1134955.438191
  nChanged 0
		SP:Iteration 62F (20311.720000 sec): 3 clusters
  Score: Raw -1138053.570138 + Penalty 3098.131947 = -1134955.438191
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (5918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20311.820000 sec): 2 clusters
  Score: Raw -345612.222242 + Penalty 1411.434998 = -344200.787244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20312.010000 sec): 3 clusters
  Score: Raw -342579.280750 + Penalty 2822.869996 = -339756.410754
  nChanged 2556
		SP:Iteration 1F (20312.200000 sec): 3 clusters
  Score: Raw -346411.207431 + Penalty 2822.869996 = -343588.337435
  nChanged 876
		SP:Iteration 2F (20312.350000 sec): 3 clusters
  Score: Raw -348127.825385 + Penalty 2822.869996 = -345304.955389
  nChanged 535
		SP:Iteration 3F (20312.530000 sec): 3 clusters
  Score: Raw -348999.901381 + Penalty 2822.869996 = -346177.031385
  nChanged 404
		SP:Iteration 4F (20312.740000 sec): 3 clusters
  Score: Raw -349658.286426 + Penalty 2822.869996 = -346835.416430
  nChanged 302
		SP:Iteration 5F (20312.930000 sec): 3 clusters
  Score: Raw -350045.524621 + Penalty 2822.869996 = -347222.654625
  nChanged 233
		SP:Iteration 6Q (20313.110000 sec): 3 clusters
  Score: Raw -350483.081781 + Penalty 2822.869996 = -347660.211786
  nChanged 237
		SP:Iteration 7Q (20313.290000 sec): 3 clusters
  Score: Raw -350986.543467 + Penalty 2822.869996 = -348163.673472
  nChanged 239
		SP:Iteration 8Q (20313.450000 sec): 3 clusters
  Score: Raw -351406.401643 + Penalty 2822.869996 = -348583.531648
  nChanged 193
		SP:Iteration 9Q (20313.620000 sec): 3 clusters
  Score: Raw -351681.899396 + Penalty 2822.869996 = -348859.029401
  nChanged 141
		SP:Iteration 10Q (20313.760000 sec): 3 clusters
  Score: Raw -351810.430804 + Penalty 2822.869996 = -348987.560809
  nChanged 86
		SP:Iteration 11Q (20313.970000 sec): 3 clusters
  Score: Raw -351926.919898 + Penalty 2822.869996 = -349104.049902
  nChanged 77
		SP:Iteration 12Q (20314.140000 sec): 3 clusters
  Score: Raw -352076.977021 + Penalty 2822.869996 = -349254.107025
  nChanged 66
		SP:Iteration 13Q (20314.320000 sec): 3 clusters
  Score: Raw -352156.760915 + Penalty 2822.869996 = -349333.890920
  nChanged 42
		SP:Iteration 14Q (20314.490000 sec): 3 clusters
  Score: Raw -352185.379348 + Penalty 2822.869996 = -349362.509352
  nChanged 30
		SP:Iteration 15Q (20314.690000 sec): 3 clusters
  Score: Raw -352197.692016 + Penalty 2822.869996 = -349374.822020
  nChanged 24
		SP:Iteration 16Q (20314.890000 sec): 3 clusters
  Score: Raw -352210.357623 + Penalty 2822.869996 = -349387.487628
  nChanged 22
		SP:Iteration 17Q (20315.040000 sec): 3 clusters
  Score: Raw -352221.537492 + Penalty 2822.869996 = -349398.667496
  nChanged 17
		SP:Iteration 18Q (20315.220000 sec): 3 clusters
  Score: Raw -352227.818542 + Penalty 2822.869996 = -349404.948547
  nChanged 22
		SP:Iteration 19Q (20315.410000 sec): 3 clusters
  Score: Raw -352235.390472 + Penalty 2822.869996 = -349412.520476
  nChanged 18
		SP:Iteration 20F (20315.620000 sec): 3 clusters
  Score: Raw -352241.806357 + Penalty 2822.869996 = -349418.936361
  nChanged 15
		SP:Iteration 21Q (20315.780000 sec): 3 clusters
  Score: Raw -352250.100572 + Penalty 2822.869996 = -349427.230576
  nChanged 10
		SP:Iteration 22Q (20315.960000 sec): 3 clusters
  Score: Raw -352253.058812 + Penalty 2822.869996 = -349430.188816
  nChanged 8
		SP:Iteration 23Q (20316.180000 sec): 3 clusters
  Score: Raw -352255.940642 + Penalty 2822.869996 = -349433.070646
  nChanged 6
		SP:Iteration 24Q (20316.360000 sec): 3 clusters
  Score: Raw -352258.626549 + Penalty 2822.869996 = -349435.756554
  nChanged 6
		SP:Iteration 25Q (20316.520000 sec): 3 clusters
  Score: Raw -352260.186833 + Penalty 2822.869996 = -349437.316837
  nChanged 5
		SP:Iteration 26Q (20316.700000 sec): 3 clusters
  Score: Raw -352261.141227 + Penalty 2822.869996 = -349438.271232
  nChanged 2
		SP:Iteration 27Q (20316.850000 sec): 3 clusters
  Score: Raw -352263.871345 + Penalty 2822.869996 = -349441.001349
  nChanged 4
		SP:Iteration 28Q (20317.040000 sec): 3 clusters
  Score: Raw -352264.357798 + Penalty 2822.869996 = -349441.487802
  nChanged 1
		SP:Iteration 29Q (20317.260000 sec): 3 clusters
  Score: Raw -352264.559583 + Penalty 2822.869996 = -349441.689587
  nChanged 1
		SP:Iteration 30Q (20317.450000 sec): 3 clusters
  Score: Raw -352264.612836 + Penalty 2822.869996 = -349441.742841
  nChanged 0
		SP:Iteration 31F (20317.660000 sec): 3 clusters
  Score: Raw -352264.612836 + Penalty 2822.869996 = -349441.742841
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (71500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20318.090000 sec): 2 clusters
  Score: Raw -5189923.020467 + Penalty 1816.336068 = -5188106.684398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20318.760000 sec): 3 clusters
  Score: Raw -5144322.292780 + Penalty 3632.672137 = -5140689.620643
  nChanged 33990
		SP:Iteration 1F (20319.380000 sec): 3 clusters
  Score: Raw -5170536.265145 + Penalty 3632.672137 = -5166903.593009
  nChanged 7312
		SP:Iteration 2F (20320.060000 sec): 3 clusters
  Score: Raw -5179009.525375 + Penalty 3632.672137 = -5175376.853238
  nChanged 7361
		SP:Iteration 3F (20320.660000 sec): 3 clusters
  Score: Raw -5186281.341271 + Penalty 3632.672137 = -5182648.669134
  nChanged 5800
		SP:Iteration 4F (20321.320000 sec): 3 clusters
  Score: Raw -5190334.229504 + Penalty 3632.672137 = -5186701.557367
  nChanged 3976
		SP:Iteration 5F (20321.950000 sec): 3 clusters
  Score: Raw -5192266.703144 + Penalty 3632.672137 = -5188634.031007
  nChanged 2548
		SP:Iteration 6Q (20322.620000 sec): 3 clusters
  Score: Raw -5193147.145454 + Penalty 3632.672137 = -5189514.473318
  nChanged 1810
		SP:Iteration 7Q (20323.300000 sec): 3 clusters
  Score: Raw -5193669.122704 + Penalty 3632.672137 = -5190036.450567
  nChanged 1351
		SP:Iteration 8Q (20323.990000 sec): 3 clusters
  Score: Raw -5194008.342598 + Penalty 3632.672137 = -5190375.670461
  nChanged 1056
		SP:Iteration 9Q (20324.590000 sec): 3 clusters
  Score: Raw -5194238.436486 + Penalty 3632.672137 = -5190605.764350
  nChanged 866
		SP:Iteration 10Q (20325.270000 sec): 3 clusters
  Score: Raw -5194413.060550 + Penalty 3632.672137 = -5190780.388413
  nChanged 747
		SP:Iteration 11Q (20325.950000 sec): 3 clusters
  Score: Raw -5194545.840652 + Penalty 3632.672137 = -5190913.168515
  nChanged 683
		SP:Iteration 12Q (20326.570000 sec): 3 clusters
  Score: Raw -5194673.829935 + Penalty 3632.672137 = -5191041.157799
  nChanged 626
		SP:Iteration 13Q (20327.290000 sec): 3 clusters
  Score: Raw -5194786.025589 + Penalty 3632.672137 = -5191153.353452
  nChanged 609
		SP:Iteration 14Q (20327.750000 sec): 3 clusters
  Score: Raw -5194891.329565 + Penalty 3632.672137 = -5191258.657429
  nChanged 620
		SP:Iteration 15Q (20328.460000 sec): 3 clusters
  Score: Raw -5195000.098404 + Penalty 3632.672137 = -5191367.426267
  nChanged 661
		SP:Iteration 16Q (20329.110000 sec): 3 clusters
  Score: Raw -5195123.316540 + Penalty 3632.672137 = -5191490.644403
  nChanged 684
		SP:Iteration 17Q (20329.820000 sec): 3 clusters
  Score: Raw -5195245.743446 + Penalty 3632.672137 = -5191613.071309
  nChanged 663
		SP:Iteration 18Q (20330.490000 sec): 3 clusters
  Score: Raw -5195373.820441 + Penalty 3632.672137 = -5191741.148304
  nChanged 668
		SP:Iteration 19Q (20331.140000 sec): 3 clusters
  Score: Raw -5195511.972064 + Penalty 3632.672137 = -5191879.299927
  nChanged 647
		SP:Iteration 20F (20331.750000 sec): 3 clusters
  Score: Raw -5195639.736052 + Penalty 3632.672137 = -5192007.063915
  nChanged 637
		SP:Iteration 21Q (20332.420000 sec): 3 clusters
  Score: Raw -5195757.632991 + Penalty 3632.672137 = -5192124.960854
  nChanged 612
		SP:Iteration 22Q (20333.070000 sec): 3 clusters
  Score: Raw -5195874.172272 + Penalty 3632.672137 = -5192241.500135
  nChanged 613
		SP:Iteration 23Q (20333.720000 sec): 3 clusters
  Score: Raw -5195989.770539 + Penalty 3632.672137 = -5192357.098402
  nChanged 641
		SP:Iteration 24Q (20334.270000 sec): 3 clusters
  Score: Raw -5196116.011139 + Penalty 3632.672137 = -5192483.339002
  nChanged 686
		SP:Iteration 25Q (20334.900000 sec): 3 clusters
  Score: Raw -5196251.659616 + Penalty 3632.672137 = -5192618.987480
  nChanged 675
		SP:Iteration 26Q (20335.590000 sec): 3 clusters
  Score: Raw -5196379.395440 + Penalty 3632.672137 = -5192746.723303
  nChanged 653
		SP:Iteration 27Q (20336.170000 sec): 3 clusters
  Score: Raw -5196516.855578 + Penalty 3632.672137 = -5192884.183442
  nChanged 682
		SP:Iteration 28Q (20336.850000 sec): 3 clusters
  Score: Raw -5196673.970111 + Penalty 3632.672137 = -5193041.297974
  nChanged 671
		SP:Iteration 29Q (20337.460000 sec): 3 clusters
  Score: Raw -5196852.646893 + Penalty 3632.672137 = -5193219.974756
  nChanged 734
		SP:Iteration 30Q (20338.100000 sec): 3 clusters
  Score: Raw -5197076.820944 + Penalty 3632.672137 = -5193444.148807
  nChanged 766
		SP:Iteration 31Q (20338.750000 sec): 3 clusters
  Score: Raw -5197322.144824 + Penalty 3632.672137 = -5193689.472687
  nChanged 809
		SP:Iteration 32Q (20339.510000 sec): 3 clusters
  Score: Raw -5197628.356124 + Penalty 3632.672137 = -5193995.683988
  nChanged 834
		SP:Iteration 33Q (20340.090000 sec): 3 clusters
  Score: Raw -5197973.428484 + Penalty 3632.672137 = -5194340.756347
  nChanged 867
		SP:Iteration 34Q (20340.800000 sec): 3 clusters
  Score: Raw -5198352.082871 + Penalty 3632.672137 = -5194719.410735
  nChanged 844
		SP:Iteration 35Q (20341.490000 sec): 3 clusters
  Score: Raw -5198684.812123 + Penalty 3632.672137 = -5195052.139987
  nChanged 756
		SP:Iteration 36Q (20342.120000 sec): 3 clusters
  Score: Raw -5198918.069782 + Penalty 3632.672137 = -5195285.397645
  nChanged 683
		SP:Iteration 37Q (20342.770000 sec): 3 clusters
  Score: Raw -5199104.345866 + Penalty 3632.672137 = -5195471.673729
  nChanged 621
		SP:Iteration 38Q (20343.420000 sec): 3 clusters
  Score: Raw -5199258.488582 + Penalty 3632.672137 = -5195625.816445
  nChanged 537
		SP:Iteration 39Q (20344.010000 sec): 3 clusters
  Score: Raw -5199373.922765 + Penalty 3632.672137 = -5195741.250628
  nChanged 452
		SP:Iteration 40F (20344.700000 sec): 3 clusters
  Score: Raw -5199466.477695 + Penalty 3632.672137 = -5195833.805558
  nChanged 405
		SP:Iteration 41Q (20345.360000 sec): 3 clusters
  Score: Raw -5199540.738730 + Penalty 3632.672137 = -5195908.066593
  nChanged 363
		SP:Iteration 42Q (20346.020000 sec): 3 clusters
  Score: Raw -5199605.759563 + Penalty 3632.672137 = -5195973.087426
  nChanged 311
		SP:Iteration 43Q (20346.710000 sec): 3 clusters
  Score: Raw -5199656.694011 + Penalty 3632.672137 = -5196024.021875
  nChanged 301
		SP:Iteration 44Q (20347.390000 sec): 3 clusters
  Score: Raw -5199696.200861 + Penalty 3632.672137 = -5196063.528724
  nChanged 241
		SP:Iteration 45Q (20347.970000 sec): 3 clusters
  Score: Raw -5199726.911400 + Penalty 3632.672137 = -5196094.239263
  nChanged 210
		SP:Iteration 46Q (20348.620000 sec): 3 clusters
  Score: Raw -5199756.298566 + Penalty 3632.672137 = -5196123.626429
  nChanged 182
		SP:Iteration 47Q (20349.180000 sec): 3 clusters
  Score: Raw -5199778.486201 + Penalty 3632.672137 = -5196145.814064
  nChanged 158
		SP:Iteration 48Q (20349.790000 sec): 3 clusters
  Score: Raw -5199797.254650 + Penalty 3632.672137 = -5196164.582513
  nChanged 160
		SP:Iteration 49Q (20350.430000 sec): 3 clusters
  Score: Raw -5199817.301471 + Penalty 3632.672137 = -5196184.629334
  nChanged 150
		SP:Iteration 50Q (20351.060000 sec): 3 clusters
  Score: Raw -5199835.496651 + Penalty 3632.672137 = -5196202.824514
  nChanged 143
		SP:Iteration 51Q (20351.640000 sec): 3 clusters
  Score: Raw -5199853.100963 + Penalty 3632.672137 = -5196220.428826
  nChanged 144
		SP:Iteration 52Q (20352.270000 sec): 3 clusters
  Score: Raw -5199867.365615 + Penalty 3632.672137 = -5196234.693478
  nChanged 114
		SP:Iteration 53Q (20352.850000 sec): 3 clusters
  Score: Raw -5199877.451644 + Penalty 3632.672137 = -5196244.779507
  nChanged 107
		SP:Iteration 54Q (20353.390000 sec): 3 clusters
  Score: Raw -5199883.738393 + Penalty 3632.672137 = -5196251.066256
  nChanged 74
		SP:Iteration 55Q (20354.020000 sec): 3 clusters
  Score: Raw -5199888.270593 + Penalty 3632.672137 = -5196255.598457
  nChanged 75
		SP:Iteration 56Q (20354.730000 sec): 3 clusters
  Score: Raw -5199893.470420 + Penalty 3632.672137 = -5196260.798283
  nChanged 67
		SP:Iteration 57Q (20355.340000 sec): 3 clusters
  Score: Raw -5199898.314462 + Penalty 3632.672137 = -5196265.642325
  nChanged 55
		SP:Iteration 58Q (20356.010000 sec): 3 clusters
  Score: Raw -5199902.251410 + Penalty 3632.672137 = -5196269.579274
  nChanged 55
		SP:Iteration 59Q (20356.580000 sec): 3 clusters
  Score: Raw -5199905.809518 + Penalty 3632.672137 = -5196273.137382
  nChanged 67
		SP:Iteration 60F (20357.260000 sec): 3 clusters
  Score: Raw -5199910.319999 + Penalty 3632.672137 = -5196277.647863
  nChanged 64
		SP:Iteration 61Q (20357.950000 sec): 3 clusters
  Score: Raw -5199913.656454 + Penalty 3632.672137 = -5196280.984317
  nChanged 54
		SP:Iteration 62Q (20358.550000 sec): 3 clusters
  Score: Raw -5199915.913740 + Penalty 3632.672137 = -5196283.241603
  nChanged 39
		SP:Iteration 63Q (20359.140000 sec): 3 clusters
  Score: Raw -5199918.214409 + Penalty 3632.672137 = -5196285.542272
  nChanged 43
		SP:Iteration 64Q (20359.770000 sec): 3 clusters
  Score: Raw -5199921.236046 + Penalty 3632.672137 = -5196288.563910
  nChanged 48
		SP:Iteration 65Q (20360.390000 sec): 3 clusters
  Score: Raw -5199924.175190 + Penalty 3632.672137 = -5196291.503053
  nChanged 40
		SP:Iteration 66Q (20360.970000 sec): 3 clusters
  Score: Raw -5199926.682522 + Penalty 3632.672137 = -5196294.010385
  nChanged 37
		SP:Iteration 67Q (20361.580000 sec): 3 clusters
  Score: Raw -5199929.296362 + Penalty 3632.672137 = -5196296.624225
  nChanged 33
		SP:Iteration 68Q (20362.160000 sec): 3 clusters
  Score: Raw -5199931.484161 + Penalty 3632.672137 = -5196298.812024
  nChanged 37
		SP:Iteration 69Q (20362.810000 sec): 3 clusters
  Score: Raw -5199933.663702 + Penalty 3632.672137 = -5196300.991565
  nChanged 39
		SP:Iteration 70Q (20363.360000 sec): 3 clusters
  Score: Raw -5199936.152236 + Penalty 3632.672137 = -5196303.480100
  nChanged 39
		SP:Iteration 71Q (20363.950000 sec): 3 clusters
  Score: Raw -5199938.578483 + Penalty 3632.672137 = -5196305.906346
  nChanged 35
		SP:Iteration 72Q (20364.590000 sec): 3 clusters
  Score: Raw -5199940.895231 + Penalty 3632.672137 = -5196308.223094
  nChanged 42
		SP:Iteration 73Q (20365.240000 sec): 3 clusters
  Score: Raw -5199943.979307 + Penalty 3632.672137 = -5196311.307170
  nChanged 40
		SP:Iteration 74Q (20365.840000 sec): 3 clusters
  Score: Raw -5199947.659083 + Penalty 3632.672137 = -5196314.986946
  nChanged 48
		SP:Iteration 75Q (20366.380000 sec): 3 clusters
  Score: Raw -5199952.440275 + Penalty 3632.672137 = -5196319.768138
  nChanged 50
		SP:Iteration 76Q (20367.030000 sec): 3 clusters
  Score: Raw -5199956.878267 + Penalty 3632.672137 = -5196324.206130
  nChanged 52
		SP:Iteration 77Q (20367.650000 sec): 3 clusters
  Score: Raw -5199961.359809 + Penalty 3632.672137 = -5196328.687672
  nChanged 52
		SP:Iteration 78Q (20368.280000 sec): 3 clusters
  Score: Raw -5199967.587715 + Penalty 3632.672137 = -5196334.915578
  nChanged 74
		SP:Iteration 79Q (20368.900000 sec): 3 clusters
  Score: Raw -5199976.941734 + Penalty 3632.672137 = -5196344.269597
  nChanged 75
		SP:Iteration 80F (20369.530000 sec): 3 clusters
  Score: Raw -5199988.621949 + Penalty 3632.672137 = -5196355.949812
  nChanged 89
		SP:Iteration 81Q (20370.140000 sec): 3 clusters
  Score: Raw -5200000.718594 + Penalty 3632.672137 = -5196368.046457
  nChanged 84
		SP:Iteration 82Q (20370.750000 sec): 3 clusters
  Score: Raw -5200021.538601 + Penalty 3632.672137 = -5196388.866464
  nChanged 112
		SP:Iteration 83Q (20371.380000 sec): 3 clusters
  Score: Raw -5200076.829469 + Penalty 3632.672137 = -5196444.157332
  nChanged 188
		SP:Iteration 84Q (20372.040000 sec): 3 clusters
  Score: Raw -5200188.550570 + Penalty 3632.672137 = -5196555.878433
  nChanged 269
		SP:Iteration 85Q (20372.680000 sec): 3 clusters
  Score: Raw -5200350.612307 + Penalty 3632.672137 = -5196717.940170
  nChanged 315
		SP:Iteration 86Q (20373.210000 sec): 3 clusters
  Score: Raw -5200509.754785 + Penalty 3632.672137 = -5196877.082649
  nChanged 273
		SP:Iteration 87Q (20373.830000 sec): 3 clusters
  Score: Raw -5200595.047374 + Penalty 3632.672137 = -5196962.375237
  nChanged 210
		SP:Iteration 88Q (20374.430000 sec): 3 clusters
  Score: Raw -5200644.362800 + Penalty 3632.672137 = -5197011.690664
  nChanged 194
		SP:Iteration 89Q (20375.030000 sec): 3 clusters
  Score: Raw -5200677.141140 + Penalty 3632.672137 = -5197044.469003
  nChanged 136
		SP:Iteration 90Q (20375.620000 sec): 3 clusters
  Score: Raw -5200699.578861 + Penalty 3632.672137 = -5197066.906725
  nChanged 120
		SP:Iteration 91Q (20376.210000 sec): 3 clusters
  Score: Raw -5200710.913772 + Penalty 3632.672137 = -5197078.241635
  nChanged 72
		SP:Iteration 92Q (20376.900000 sec): 3 clusters
  Score: Raw -5200715.502002 + Penalty 3632.672137 = -5197082.829866
  nChanged 50
		SP:Iteration 93Q (20377.480000 sec): 3 clusters
  Score: Raw -5200718.497591 + Penalty 3632.672137 = -5197085.825454
  nChanged 36
		SP:Iteration 94Q (20378.080000 sec): 3 clusters
  Score: Raw -5200721.693865 + Penalty 3632.672137 = -5197089.021728
  nChanged 28
		SP:Iteration 95Q (20378.670000 sec): 3 clusters
  Score: Raw -5200723.070021 + Penalty 3632.672137 = -5197090.397884
  nChanged 17
		SP:Iteration 96Q (20379.270000 sec): 3 clusters
  Score: Raw -5200723.905026 + Penalty 3632.672137 = -5197091.232889
  nChanged 22
		SP:Iteration 97Q (20379.930000 sec): 3 clusters
  Score: Raw -5200724.886510 + Penalty 3632.672137 = -5197092.214373
  nChanged 19
		SP:Iteration 98Q (20380.500000 sec): 3 clusters
  Score: Raw -5200725.822650 + Penalty 3632.672137 = -5197093.150513
  nChanged 11
		SP:Iteration 99Q (20381.040000 sec): 3 clusters
  Score: Raw -5200726.424144 + Penalty 3632.672137 = -5197093.752007
  nChanged 19
		SP:Iteration 100F (20381.610000 sec): 3 clusters
  Score: Raw -5200727.309354 + Penalty 3632.672137 = -5197094.637218
  nChanged 11
		SP:Iteration 101Q (20382.220000 sec): 3 clusters
  Score: Raw -5200727.607875 + Penalty 3632.672137 = -5197094.935738
  nChanged 8
		SP:Iteration 102Q (20382.830000 sec): 3 clusters
  Score: Raw -5200727.847898 + Penalty 3632.672137 = -5197095.175761
  nChanged 10
		SP:Iteration 103Q (20383.460000 sec): 3 clusters
  Score: Raw -5200728.094421 + Penalty 3632.672137 = -5197095.422284
  nChanged 0
		SP:Iteration 104F (20384.120000 sec): 3 clusters
  Score: Raw -5200728.094421 + Penalty 3632.672137 = -5197095.422284
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (10746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20384.270000 sec): 2 clusters
  Score: Raw -810937.649300 + Penalty 1508.371942 = -809429.277358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20384.490000 sec): 3 clusters
  Score: Raw -804940.938711 + Penalty 3016.743883 = -801924.194828
  nChanged 4676
		SP:Iteration 1F (20384.670000 sec): 3 clusters
  Score: Raw -807533.033906 + Penalty 3016.743883 = -804516.290023
  nChanged 779
		SP:Iteration 2F (20384.890000 sec): 3 clusters
  Score: Raw -808146.372717 + Penalty 3016.743883 = -805129.628834
  nChanged 892
		SP:Iteration 3F (20385.130000 sec): 3 clusters
  Score: Raw -809143.456505 + Penalty 3016.743883 = -806126.712621
  nChanged 1030
		SP:Iteration 4F (20385.330000 sec): 3 clusters
  Score: Raw -810406.429684 + Penalty 3016.743883 = -807389.685800
  nChanged 960
		SP:Iteration 5F (20385.560000 sec): 3 clusters
  Score: Raw -811808.803329 + Penalty 3016.743883 = -808792.059446
  nChanged 655
		SP:Iteration 6F (20385.780000 sec): 3 clusters
  Score: Raw -813671.116480 + Penalty 3016.743883 = -810654.372597
  nChanged 567
		SP:Iteration 7F (20385.920000 sec): 3 clusters
  Score: Raw -816046.854471 + Penalty 3016.743883 = -813030.110588
  nChanged 1226
		SP:Iteration 8F (20386.150000 sec): 3 clusters
  Score: Raw -818288.615699 + Penalty 3016.743883 = -815271.871816
  nChanged 1690
		SP:Iteration 9F (20386.370000 sec): 3 clusters
  Score: Raw -821509.047205 + Penalty 3016.743883 = -818492.303322
  nChanged 1295
		SP:Iteration 10F (20386.600000 sec): 3 clusters
  Score: Raw -823621.993713 + Penalty 3016.743883 = -820605.249830
  nChanged 435
		SP:Iteration 11Q (20386.820000 sec): 3 clusters
  Score: Raw -824614.281818 + Penalty 3016.743883 = -821597.537935
  nChanged 146
		SP:Iteration 12Q (20387.000000 sec): 3 clusters
  Score: Raw -825514.546352 + Penalty 3016.743883 = -822497.802468
  nChanged 68
		SP:Iteration 13Q (20387.250000 sec): 3 clusters
  Score: Raw -826589.024875 + Penalty 3016.743883 = -823572.280992
  nChanged 13
		SP:Iteration 14Q (20387.470000 sec): 3 clusters
  Score: Raw -826826.976689 + Penalty 3016.743883 = -823810.232806
  nChanged 0
		SP:Iteration 15F (20387.640000 sec): 3 clusters
  Score: Raw -826826.976689 + Penalty 3016.743883 = -823810.232806
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Iteration 20F (20435.300000 sec): 38 clusters
  Score: Raw -34579025.293663 + Penalty 78301.732774 = -34500723.560889
  nChanged 18286
Iteration 21Q (20468.910000 sec): 38 clusters
  Score: Raw -34595681.955576 + Penalty 78301.732774 = -34517380.222802
  nChanged 10140
Iteration 22Q (20503.480000 sec): 38 clusters
  Score: Raw -34603703.244110 + Penalty 78301.732774 = -34525401.511336
  nChanged 8028
Iteration 23Q (20538.110000 sec): 38 clusters
  Score: Raw -34608668.219598 + Penalty 78301.732774 = -34530366.486824
  nChanged 6507
Iteration 24Q (20574.990000 sec): 38 clusters
  Score: Raw -34612132.907416 + Penalty 78301.732774 = -34533831.174642
  nChanged 5521
Iteration 25Q (20605.940000 sec): 38 clusters
  Score: Raw -34614543.281860 + Penalty 78301.732774 = -34536241.549086
  nChanged 4749
Iteration 26Q (20639.360000 sec): 38 clusters
  Score: Raw -34616298.967388 + Penalty 78301.732774 = -34537997.234614
  nChanged 4153
Iteration 27Q (20673.250000 sec): 38 clusters
  Score: Raw -34617690.449967 + Penalty 78301.732774 = -34539388.717193
  nChanged 3533
Iteration 28Q (20707.090000 sec): 38 clusters
  Score: Raw -34618799.283323 + Penalty 78301.732774 = -34540497.550549
  nChanged 3102
Iteration 29Q (20742.260000 sec): 38 clusters
  Score: Raw -34619738.644922 + Penalty 78301.732774 = -34541436.912148
  nChanged 2740
Iteration 30Q (20772.510000 sec): 38 clusters
  Score: Raw -34620505.337297 + Penalty 78301.732774 = -34542203.604523
  nChanged 2488
Iteration 31Q (20806.560000 sec): 38 clusters
  Score: Raw -34621164.056007 + Penalty 78301.732774 = -34542862.323233
  nChanged 2205
Iteration 32Q (20838.370000 sec): 38 clusters
  Score: Raw -34621754.548615 + Penalty 78301.732774 = -34543452.815841
  nChanged 2050
Iteration 33Q (20866.820000 sec): 38 clusters
  Score: Raw -34622397.009370 + Penalty 78301.732774 = -34544095.276596
  nChanged 1870
Iteration 34Q (20893.020000 sec): 38 clusters
  Score: Raw -34623328.724976 + Penalty 78301.732774 = -34545026.992202
  nChanged 1747
Iteration 35Q (20922.700000 sec): 38 clusters
  Score: Raw -34623640.486939 + Penalty 78301.732774 = -34545338.754165
  nChanged 1621
Iteration 36Q (20953.220000 sec): 38 clusters
  Score: Raw -34623918.099698 + Penalty 78301.732774 = -34545616.366924
  nChanged 1522
Iteration 37Q (20983.860000 sec): 38 clusters
  Score: Raw -34624186.357393 + Penalty 78301.732774 = -34545884.624619
  nChanged 1394
Iteration 38Q (21018.440000 sec): 38 clusters
  Score: Raw -34624397.930930 + Penalty 78301.732774 = -34546096.198156
  nChanged 1229
Iteration 39Q (21051.720000 sec): 38 clusters
  Score: Raw -34624618.769830 + Penalty 78301.732774 = -34546317.037056
  nChanged 1100
Iteration 40F (21099.600000 sec): 38 clusters
  Score: Raw -34626044.428633 + Penalty 78301.732774 = -34547742.695859
  nChanged 1836
Iteration 41Q (21128.160000 sec): 38 clusters
  Score: Raw -34627330.818239 + Penalty 78301.732774 = -34549029.085465
  nChanged 1974
Iteration 42Q (21153.400000 sec): 38 clusters
  Score: Raw -34628640.555330 + Penalty 78301.732774 = -34550338.822556
  nChanged 1911
Iteration 43Q (21179.780000 sec): 38 clusters
  Score: Raw -34629298.129713 + Penalty 78301.732774 = -34550996.396939
  nChanged 1732
Iteration 44Q (21206.230000 sec): 38 clusters
  Score: Raw -34629779.167757 + Penalty 78301.732774 = -34551477.434984
  nChanged 1594
Iteration 45Q (21234.460000 sec): 38 clusters
  Score: Raw -34630184.485720 + Penalty 78301.732774 = -34551882.752946
  nChanged 1529
Iteration 46Q (21261.530000 sec): 38 clusters
  Score: Raw -34630563.103592 + Penalty 78301.732774 = -34552261.370819
  nChanged 1488
Iteration 47Q (21290.970000 sec): 38 clusters
  Score: Raw -34630929.301841 + Penalty 78301.732774 = -34552627.569067
  nChanged 1473
Iteration 48Q (21330.660000 sec): 38 clusters
  Score: Raw -34631329.318675 + Penalty 78301.732774 = -34553027.585901
  nChanged 1380
Iteration 49Q (21360.590000 sec): 38 clusters
  Score: Raw -34631989.438135 + Penalty 78301.732774 = -34553687.705361
  nChanged 1492
Iteration 50Q (21388.360000 sec): 38 clusters
  Score: Raw -34634212.004918 + Penalty 78301.732774 = -34555910.272145
  nChanged 1752
Iteration 51Q (21418.020000 sec): 38 clusters
  Score: Raw -34635060.053978 + Penalty 78301.732774 = -34556758.321204
  nChanged 1772
Iteration 52Q (21449.170000 sec): 38 clusters
  Score: Raw -34635507.013809 + Penalty 78301.732774 = -34557205.281035
  nChanged 1582
Iteration 53Q (21480.850000 sec): 38 clusters
  Score: Raw -34635856.741986 + Penalty 78301.732774 = -34557555.009212
  nChanged 1503
Iteration 54Q (21511.790000 sec): 38 clusters
  Score: Raw -34636147.450717 + Penalty 78301.732774 = -34557845.717943
  nChanged 1419
Iteration 55Q (21541.250000 sec): 38 clusters
  Score: Raw -34636446.541649 + Penalty 78301.732774 = -34558144.808875
  nChanged 1418
Iteration 56Q (21570.530000 sec): 38 clusters
  Score: Raw -34636814.164930 + Penalty 78301.732774 = -34558512.432156
  nChanged 1381
Iteration 57Q (21601.690000 sec): 38 clusters
  Score: Raw -34637250.515982 + Penalty 78301.732774 = -34558948.783208
  nChanged 1379
Iteration 58Q (21632.670000 sec): 38 clusters
  Score: Raw -34637901.388758 + Penalty 78301.732774 = -34559599.655985
  nChanged 1405
Writing temp clu file 
Because OldScore, -34558948.783208, is greater than current (better) Score,-34559599.655985 
 Compute initial score before splitting:   Score: Raw -34637901.388758 + Penalty 78301.732774 = -34559599.655985
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (6054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21632.900000 sec): 2 clusters
  Score: Raw -429388.923929 + Penalty 1415.127105 = -427973.796824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21633.140000 sec): 3 clusters
  Score: Raw -426286.001519 + Penalty 2830.254209 = -423455.747309
  nChanged 2546
		SP:Iteration 1F (21633.330000 sec): 3 clusters
  Score: Raw -428530.334058 + Penalty 2830.254209 = -425700.079848
  nChanged 689
		SP:Iteration 2F (21633.550000 sec): 3 clusters
  Score: Raw -429614.445631 + Penalty 2830.254209 = -426784.191422
  nChanged 701
		SP:Iteration 3F (21633.740000 sec): 3 clusters
  Score: Raw -430722.573286 + Penalty 2830.254209 = -427892.319077
  nChanged 516
		SP:Iteration 4F (21633.960000 sec): 3 clusters
  Score: Raw -431461.318098 + Penalty 2830.254209 = -428631.063889
  nChanged 367
		SP:Iteration 5F (21634.110000 sec): 3 clusters
  Score: Raw -431830.926490 + Penalty 2830.254209 = -429000.672281
  nChanged 228
		SP:Iteration 6Q (21634.290000 sec): 3 clusters
  Score: Raw -432063.345549 + Penalty 2830.254209 = -429233.091340
  nChanged 160
		SP:Iteration 7Q (21634.470000 sec): 3 clusters
  Score: Raw -432233.649745 + Penalty 2830.254209 = -429403.395536
  nChanged 137
		SP:Iteration 8Q (21634.710000 sec): 3 clusters
  Score: Raw -432337.276753 + Penalty 2830.254209 = -429507.022544
  nChanged 107
		SP:Iteration 9Q (21634.910000 sec): 3 clusters
  Score: Raw -432399.105397 + Penalty 2830.254209 = -429568.851188
  nChanged 101
		SP:Iteration 10Q (21635.110000 sec): 3 clusters
  Score: Raw -432461.084546 + Penalty 2830.254209 = -429630.830337
  nChanged 69
		SP:Iteration 11Q (21635.310000 sec): 3 clusters
  Score: Raw -432498.414994 + Penalty 2830.254209 = -429668.160785
  nChanged 51
		SP:Iteration 12Q (21635.490000 sec): 3 clusters
  Score: Raw -432539.851469 + Penalty 2830.254209 = -429709.597260
  nChanged 55
		SP:Iteration 13Q (21635.670000 sec): 3 clusters
  Score: Raw -432665.077499 + Penalty 2830.254209 = -429834.823290
  nChanged 61
		SP:Iteration 14Q (21635.870000 sec): 3 clusters
  Score: Raw -432755.651394 + Penalty 2830.254209 = -429925.397185
  nChanged 47
		SP:Iteration 15Q (21636.070000 sec): 3 clusters
  Score: Raw -432778.972352 + Penalty 2830.254209 = -429948.718143
  nChanged 31
		SP:Iteration 16Q (21636.240000 sec): 3 clusters
  Score: Raw -432789.697501 + Penalty 2830.254209 = -429959.443292
  nChanged 11
		SP:Iteration 17Q (21636.440000 sec): 3 clusters
  Score: Raw -432793.661423 + Penalty 2830.254209 = -429963.407213
  nChanged 6
		SP:Iteration 18Q (21636.640000 sec): 3 clusters
  Score: Raw -432795.384359 + Penalty 2830.254209 = -429965.130150
  nChanged 6
		SP:Iteration 19Q (21636.880000 sec): 3 clusters
  Score: Raw -432797.586458 + Penalty 2830.254209 = -429967.332249
  nChanged 4
		SP:Iteration 20F (21637.090000 sec): 3 clusters
  Score: Raw -432797.995361 + Penalty 2830.254209 = -429967.741152
  nChanged 1
		SP:Iteration 21Q (21637.210000 sec): 3 clusters
  Score: Raw -432798.119052 + Penalty 2830.254209 = -429967.864843
  nChanged 2
		SP:Iteration 22Q (21637.400000 sec): 3 clusters
  Score: Raw -432798.351105 + Penalty 2830.254209 = -429968.096896
  nChanged 4
		SP:Iteration 23Q (21637.590000 sec): 3 clusters
  Score: Raw -432799.341567 + Penalty 2830.254209 = -429969.087358
  nChanged 5
		SP:Iteration 24Q (21637.790000 sec): 3 clusters
  Score: Raw -432799.847900 + Penalty 2830.254209 = -429969.593691
  nChanged 1
		SP:Iteration 25Q (21638.010000 sec): 3 clusters
  Score: Raw -432800.262263 + Penalty 2830.254209 = -429970.008054
  nChanged 3
		SP:Iteration 26Q (21638.250000 sec): 3 clusters
  Score: Raw -432800.632286 + Penalty 2830.254209 = -429970.378077
  nChanged 4
		SP:Iteration 27Q (21638.450000 sec): 3 clusters
  Score: Raw -432801.307733 + Penalty 2830.254209 = -429971.053524
  nChanged 5
		SP:Iteration 28Q (21638.690000 sec): 3 clusters
  Score: Raw -432802.215800 + Penalty 2830.254209 = -429971.961591
  nChanged 2
		SP:Iteration 29Q (21638.890000 sec): 3 clusters
  Score: Raw -432802.479845 + Penalty 2830.254209 = -429972.225636
  nChanged 0
		SP:Iteration 30F (21639.110000 sec): 3 clusters
  Score: Raw -432802.479845 + Penalty 2830.254209 = -429972.225636
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (20580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21639.310000 sec): 2 clusters
  Score: Raw -1676385.377210 + Penalty 1613.962189 = -1674771.415021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21639.590000 sec): 3 clusters
  Score: Raw -1664094.927651 + Penalty 3227.924378 = -1660867.003273
  nChanged 9245
		SP:Iteration 1F (21639.880000 sec): 3 clusters
  Score: Raw -1669593.685267 + Penalty 3227.924378 = -1666365.760889
  nChanged 1241
		SP:Iteration 2F (21640.150000 sec): 3 clusters
  Score: Raw -1670220.302429 + Penalty 3227.924378 = -1666992.378051
  nChanged 1225
		SP:Iteration 3F (21640.430000 sec): 3 clusters
  Score: Raw -1670881.470897 + Penalty 3227.924378 = -1667653.546519
  nChanged 1192
		SP:Iteration 4F (21640.760000 sec): 3 clusters
  Score: Raw -1671492.155350 + Penalty 3227.924378 = -1668264.230972
  nChanged 1075
		SP:Iteration 5F (21640.990000 sec): 3 clusters
  Score: Raw -1672046.229188 + Penalty 3227.924378 = -1668818.304810
  nChanged 981
		SP:Iteration 6Q (21641.370000 sec): 3 clusters
  Score: Raw -1672476.887568 + Penalty 3227.924378 = -1669248.963190
  nChanged 815
		SP:Iteration 7Q (21641.670000 sec): 3 clusters
  Score: Raw -1672810.977884 + Penalty 3227.924378 = -1669583.053506
  nChanged 710
		SP:Iteration 8Q (21642.000000 sec): 3 clusters
  Score: Raw -1673029.314254 + Penalty 3227.924378 = -1669801.389876
  nChanged 558
		SP:Iteration 9Q (21642.290000 sec): 3 clusters
  Score: Raw -1673185.900196 + Penalty 3227.924378 = -1669957.975818
  nChanged 497
		SP:Iteration 10Q (21642.650000 sec): 3 clusters
  Score: Raw -1673314.384900 + Penalty 3227.924378 = -1670086.460522
  nChanged 406
		SP:Iteration 11Q (21642.940000 sec): 3 clusters
  Score: Raw -1673396.418033 + Penalty 3227.924378 = -1670168.493655
  nChanged 321
		SP:Iteration 12Q (21643.260000 sec): 3 clusters
  Score: Raw -1673458.282093 + Penalty 3227.924378 = -1670230.357715
  nChanged 295
		SP:Iteration 13Q (21643.560000 sec): 3 clusters
  Score: Raw -1673512.639288 + Penalty 3227.924378 = -1670284.714910
  nChanged 228
		SP:Iteration 14Q (21643.880000 sec): 3 clusters
  Score: Raw -1673554.322801 + Penalty 3227.924378 = -1670326.398423
  nChanged 216
		SP:Iteration 15Q (21644.200000 sec): 3 clusters
  Score: Raw -1673601.912859 + Penalty 3227.924378 = -1670373.988481
  nChanged 205
		SP:Iteration 16Q (21644.530000 sec): 3 clusters
  Score: Raw -1673660.727278 + Penalty 3227.924378 = -1670432.802900
  nChanged 187
		SP:Iteration 17Q (21644.890000 sec): 3 clusters
  Score: Raw -1673719.801229 + Penalty 3227.924378 = -1670491.876851
  nChanged 203
		SP:Iteration 18Q (21645.170000 sec): 3 clusters
  Score: Raw -1673809.991762 + Penalty 3227.924378 = -1670582.067384
  nChanged 245
		SP:Iteration 19Q (21645.520000 sec): 3 clusters
  Score: Raw -1673948.726599 + Penalty 3227.924378 = -1670720.802221
  nChanged 303
		SP:Iteration 20F (21645.790000 sec): 3 clusters
  Score: Raw -1674094.691755 + Penalty 3227.924378 = -1670866.767377
  nChanged 295
		SP:Iteration 21Q (21646.110000 sec): 3 clusters
  Score: Raw -1674220.820163 + Penalty 3227.924378 = -1670992.895785
  nChanged 275
		SP:Iteration 22Q (21646.450000 sec): 3 clusters
  Score: Raw -1674333.135794 + Penalty 3227.924378 = -1671105.211416
  nChanged 258
		SP:Iteration 23Q (21646.710000 sec): 3 clusters
  Score: Raw -1674419.035812 + Penalty 3227.924378 = -1671191.111434
  nChanged 280
		SP:Iteration 24Q (21647.060000 sec): 3 clusters
  Score: Raw -1674503.838865 + Penalty 3227.924378 = -1671275.914487
  nChanged 265
		SP:Iteration 25Q (21647.370000 sec): 3 clusters
  Score: Raw -1674568.632690 + Penalty 3227.924378 = -1671340.708312
  nChanged 228
		SP:Iteration 26Q (21647.650000 sec): 3 clusters
  Score: Raw -1674619.786732 + Penalty 3227.924378 = -1671391.862354
  nChanged 216
		SP:Iteration 27Q (21647.970000 sec): 3 clusters
  Score: Raw -1674658.819545 + Penalty 3227.924378 = -1671430.895166
  nChanged 178
		SP:Iteration 28Q (21648.250000 sec): 3 clusters
  Score: Raw -1674694.997062 + Penalty 3227.924378 = -1671467.072684
  nChanged 185
		SP:Iteration 29Q (21648.570000 sec): 3 clusters
  Score: Raw -1674730.775580 + Penalty 3227.924378 = -1671502.851201
  nChanged 159
		SP:Iteration 30Q (21648.860000 sec): 3 clusters
  Score: Raw -1674762.147930 + Penalty 3227.924378 = -1671534.223552
  nChanged 183
		SP:Iteration 31Q (21649.220000 sec): 3 clusters
  Score: Raw -1674798.471685 + Penalty 3227.924378 = -1671570.547307
  nChanged 185
		SP:Iteration 32Q (21649.480000 sec): 3 clusters
  Score: Raw -1674834.582212 + Penalty 3227.924378 = -1671606.657834
  nChanged 189
		SP:Iteration 33Q (21649.780000 sec): 3 clusters
  Score: Raw -1674869.023631 + Penalty 3227.924378 = -1671641.099253
  nChanged 198
		SP:Iteration 34Q (21650.100000 sec): 3 clusters
  Score: Raw -1674907.789460 + Penalty 3227.924378 = -1671679.865082
  nChanged 207
		SP:Iteration 35Q (21650.440000 sec): 3 clusters
  Score: Raw -1674945.586635 + Penalty 3227.924378 = -1671717.662257
  nChanged 200
		SP:Iteration 36Q (21650.770000 sec): 3 clusters
  Score: Raw -1674985.126330 + Penalty 3227.924378 = -1671757.201952
  nChanged 231
		SP:Iteration 37Q (21651.070000 sec): 3 clusters
  Score: Raw -1675032.961291 + Penalty 3227.924378 = -1671805.036913
  nChanged 239
		SP:Iteration 38Q (21651.360000 sec): 3 clusters
  Score: Raw -1675076.607711 + Penalty 3227.924378 = -1671848.683333
  nChanged 228
		SP:Iteration 39Q (21651.660000 sec): 3 clusters
  Score: Raw -1675119.162284 + Penalty 3227.924378 = -1671891.237906
  nChanged 250
		SP:Iteration 40F (21651.920000 sec): 3 clusters
  Score: Raw -1675168.275079 + Penalty 3227.924378 = -1671940.350701
  nChanged 267
		SP:Iteration 41Q (21652.240000 sec): 3 clusters
  Score: Raw -1675224.542629 + Penalty 3227.924378 = -1671996.618251
  nChanged 284
		SP:Iteration 42Q (21652.610000 sec): 3 clusters
  Score: Raw -1675286.079847 + Penalty 3227.924378 = -1672058.155468
  nChanged 284
		SP:Iteration 43Q (21652.880000 sec): 3 clusters
  Score: Raw -1675351.773353 + Penalty 3227.924378 = -1672123.848975
  nChanged 305
		SP:Iteration 44Q (21653.120000 sec): 3 clusters
  Score: Raw -1675432.938292 + Penalty 3227.924378 = -1672205.013914
  nChanged 313
		SP:Iteration 45Q (21653.440000 sec): 3 clusters
  Score: Raw -1675516.743018 + Penalty 3227.924378 = -1672288.818640
  nChanged 341
		SP:Iteration 46Q (21653.730000 sec): 3 clusters
  Score: Raw -1675613.675787 + Penalty 3227.924378 = -1672385.751409
  nChanged 357
		SP:Iteration 47Q (21653.980000 sec): 3 clusters
  Score: Raw -1675720.318464 + Penalty 3227.924378 = -1672492.394086
  nChanged 302
		SP:Iteration 48Q (21654.300000 sec): 3 clusters
  Score: Raw -1675813.453899 + Penalty 3227.924378 = -1672585.529521
  nChanged 302
		SP:Iteration 49Q (21654.600000 sec): 3 clusters
  Score: Raw -1675917.842108 + Penalty 3227.924378 = -1672689.917730
  nChanged 322
		SP:Iteration 50Q (21654.930000 sec): 3 clusters
  Score: Raw -1676039.014913 + Penalty 3227.924378 = -1672811.090535
  nChanged 328
		SP:Iteration 51Q (21655.240000 sec): 3 clusters
  Score: Raw -1676163.057369 + Penalty 3227.924378 = -1672935.132991
  nChanged 296
		SP:Iteration 52Q (21655.570000 sec): 3 clusters
  Score: Raw -1676274.644605 + Penalty 3227.924378 = -1673046.720227
  nChanged 228
		SP:Iteration 53Q (21655.860000 sec): 3 clusters
  Score: Raw -1676355.869669 + Penalty 3227.924378 = -1673127.945291
  nChanged 187
		SP:Iteration 54Q (21656.150000 sec): 3 clusters
  Score: Raw -1676420.515293 + Penalty 3227.924378 = -1673192.590915
  nChanged 171
		SP:Iteration 55Q (21656.440000 sec): 3 clusters
  Score: Raw -1676478.417968 + Penalty 3227.924378 = -1673250.493590
  nChanged 154
		SP:Iteration 56Q (21656.770000 sec): 3 clusters
  Score: Raw -1676532.020935 + Penalty 3227.924378 = -1673304.096557
  nChanged 131
		SP:Iteration 57Q (21657.100000 sec): 3 clusters
  Score: Raw -1676576.037437 + Penalty 3227.924378 = -1673348.113059
  nChanged 115
		SP:Iteration 58Q (21657.410000 sec): 3 clusters
  Score: Raw -1676610.738257 + Penalty 3227.924378 = -1673382.813879
  nChanged 84
		SP:Iteration 59Q (21657.690000 sec): 3 clusters
  Score: Raw -1676635.752805 + Penalty 3227.924378 = -1673407.828427
  nChanged 68
		SP:Iteration 60F (21657.980000 sec): 3 clusters
  Score: Raw -1676655.151341 + Penalty 3227.924378 = -1673427.226963
  nChanged 60
		SP:Iteration 61Q (21658.260000 sec): 3 clusters
  Score: Raw -1676671.434658 + Penalty 3227.924378 = -1673443.510280
  nChanged 49
		SP:Iteration 62Q (21658.560000 sec): 3 clusters
  Score: Raw -1676684.383325 + Penalty 3227.924378 = -1673456.458947
  nChanged 46
		SP:Iteration 63Q (21658.860000 sec): 3 clusters
  Score: Raw -1676696.311375 + Penalty 3227.924378 = -1673468.386997
  nChanged 40
		SP:Iteration 64Q (21659.140000 sec): 3 clusters
  Score: Raw -1676711.069899 + Penalty 3227.924378 = -1673483.145521
  nChanged 52
		SP:Iteration 65Q (21659.460000 sec): 3 clusters
  Score: Raw -1676727.526127 + Penalty 3227.924378 = -1673499.601749
  nChanged 46
		SP:Iteration 66Q (21659.800000 sec): 3 clusters
  Score: Raw -1676740.490089 + Penalty 3227.924378 = -1673512.565711
  nChanged 29
		SP:Iteration 67Q (21660.090000 sec): 3 clusters
  Score: Raw -1676750.661517 + Penalty 3227.924378 = -1673522.737139
  nChanged 37
		SP:Iteration 68Q (21660.380000 sec): 3 clusters
  Score: Raw -1676760.221927 + Penalty 3227.924378 = -1673532.297549
  nChanged 36
		SP:Iteration 69Q (21660.650000 sec): 3 clusters
  Score: Raw -1676772.628460 + Penalty 3227.924378 = -1673544.704082
  nChanged 37
		SP:Iteration 70Q (21660.960000 sec): 3 clusters
  Score: Raw -1676785.141449 + Penalty 3227.924378 = -1673557.217071
  nChanged 34
		SP:Iteration 71Q (21661.230000 sec): 3 clusters
  Score: Raw -1676796.118511 + Penalty 3227.924378 = -1673568.194133
  nChanged 26
		SP:Iteration 72Q (21661.480000 sec): 3 clusters
  Score: Raw -1676804.256206 + Penalty 3227.924378 = -1673576.331828
  nChanged 32
		SP:Iteration 73Q (21661.740000 sec): 3 clusters
  Score: Raw -1676814.153854 + Penalty 3227.924378 = -1673586.229476
  nChanged 22
		SP:Iteration 74Q (21662.040000 sec): 3 clusters
  Score: Raw -1676821.825194 + Penalty 3227.924378 = -1673593.900815
  nChanged 19
		SP:Iteration 75Q (21662.370000 sec): 3 clusters
  Score: Raw -1676827.576400 + Penalty 3227.924378 = -1673599.652022
  nChanged 13
		SP:Iteration 76Q (21662.640000 sec): 3 clusters
  Score: Raw -1676830.860091 + Penalty 3227.924378 = -1673602.935713
  nChanged 10
		SP:Iteration 77Q (21662.950000 sec): 3 clusters
  Score: Raw -1676833.040649 + Penalty 3227.924378 = -1673605.116271
  nChanged 7
		SP:Iteration 78Q (21663.240000 sec): 3 clusters
  Score: Raw -1676834.795186 + Penalty 3227.924378 = -1673606.870808
  nChanged 11
		SP:Iteration 79Q (21663.500000 sec): 3 clusters
  Score: Raw -1676838.088568 + Penalty 3227.924378 = -1673610.164190
  nChanged 18
		SP:Iteration 80F (21663.820000 sec): 3 clusters
  Score: Raw -1676843.786642 + Penalty 3227.924378 = -1673615.862264
  nChanged 21
		SP:Iteration 81Q (21664.090000 sec): 3 clusters
  Score: Raw -1676850.136006 + Penalty 3227.924378 = -1673622.211628
  nChanged 14
		SP:Iteration 82Q (21664.400000 sec): 3 clusters
  Score: Raw -1676853.844414 + Penalty 3227.924378 = -1673625.920036
  nChanged 13
		SP:Iteration 83Q (21664.690000 sec): 3 clusters
  Score: Raw -1676857.608328 + Penalty 3227.924378 = -1673629.683950
  nChanged 13
		SP:Iteration 84Q (21664.960000 sec): 3 clusters
  Score: Raw -1676860.609373 + Penalty 3227.924378 = -1673632.684995
  nChanged 13
		SP:Iteration 85Q (21665.240000 sec): 3 clusters
  Score: Raw -1676864.060994 + Penalty 3227.924378 = -1673636.136616
  nChanged 13
		SP:Iteration 86Q (21665.540000 sec): 3 clusters
  Score: Raw -1676866.887188 + Penalty 3227.924378 = -1673638.962810
  nChanged 13
		SP:Iteration 87Q (21665.820000 sec): 3 clusters
  Score: Raw -1676869.536402 + Penalty 3227.924378 = -1673641.612024
  nChanged 11
		SP:Iteration 88Q (21666.130000 sec): 3 clusters
  Score: Raw -1676872.893189 + Penalty 3227.924378 = -1673644.968811
  nChanged 13
		SP:Iteration 89Q (21666.360000 sec): 3 clusters
  Score: Raw -1676875.742417 + Penalty 3227.924378 = -1673647.818039
  nChanged 4
		SP:Iteration 90Q (21666.670000 sec): 3 clusters
  Score: Raw -1676876.250603 + Penalty 3227.924378 = -1673648.326225
  nChanged 4
		SP:Iteration 91Q (21666.960000 sec): 3 clusters
  Score: Raw -1676877.430442 + Penalty 3227.924378 = -1673649.506064
  nChanged 7
		SP:Iteration 92Q (21667.240000 sec): 3 clusters
  Score: Raw -1676879.516787 + Penalty 3227.924378 = -1673651.592409
  nChanged 8
		SP:Iteration 93Q (21667.520000 sec): 3 clusters
  Score: Raw -1676881.254197 + Penalty 3227.924378 = -1673653.329819
  nChanged 3
		SP:Iteration 94Q (21667.850000 sec): 3 clusters
  Score: Raw -1676882.427189 + Penalty 3227.924378 = -1673654.502811
  nChanged 2
		SP:Iteration 95Q (21668.130000 sec): 3 clusters
  Score: Raw -1676882.922100 + Penalty 3227.924378 = -1673654.997722
  nChanged 2
		SP:Iteration 96Q (21668.410000 sec): 3 clusters
  Score: Raw -1676883.181423 + Penalty 3227.924378 = -1673655.257045
  nChanged 0
		SP:Iteration 97F (21668.660000 sec): 3 clusters
  Score: Raw -1676883.181423 + Penalty 3227.924378 = -1673655.257045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (4665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21668.790000 sec): 2 clusters
  Score: Raw -357795.687960 + Penalty 1372.774506 = -356422.913454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21668.960000 sec): 3 clusters
  Score: Raw -355474.411405 + Penalty 2745.549012 = -352728.862393
  nChanged 1900
		SP:Iteration 1F (21669.080000 sec): 3 clusters
  Score: Raw -356635.891155 + Penalty 2745.549012 = -353890.342143
  nChanged 400
		SP:Iteration 2F (21669.210000 sec): 3 clusters
  Score: Raw -356992.298155 + Penalty 2745.549012 = -354246.749143
  nChanged 351
		SP:Iteration 3F (21669.340000 sec): 3 clusters
  Score: Raw -357315.974310 + Penalty 2745.549012 = -354570.425298
  nChanged 311
		SP:Iteration 4F (21669.460000 sec): 3 clusters
  Score: Raw -357589.114666 + Penalty 2745.549012 = -354843.565654
  nChanged 251
		SP:Iteration 5F (21669.590000 sec): 3 clusters
  Score: Raw -357795.399839 + Penalty 2745.549012 = -355049.850827
  nChanged 215
		SP:Iteration 6Q (21669.720000 sec): 3 clusters
  Score: Raw -357942.332552 + Penalty 2745.549012 = -355196.783540
  nChanged 168
		SP:Iteration 7Q (21669.850000 sec): 3 clusters
  Score: Raw -358041.272585 + Penalty 2745.549012 = -355295.723574
  nChanged 134
		SP:Iteration 8Q (21669.980000 sec): 3 clusters
  Score: Raw -358115.066064 + Penalty 2745.549012 = -355369.517052
  nChanged 95
		SP:Iteration 9Q (21670.100000 sec): 3 clusters
  Score: Raw -358162.392009 + Penalty 2745.549012 = -355416.842997
  nChanged 84
		SP:Iteration 10Q (21670.230000 sec): 3 clusters
  Score: Raw -358194.823665 + Penalty 2745.549012 = -355449.274653
  nChanged 59
		SP:Iteration 11Q (21670.360000 sec): 3 clusters
  Score: Raw -358221.214770 + Penalty 2745.549012 = -355475.665759
  nChanged 55
		SP:Iteration 12Q (21670.490000 sec): 3 clusters
  Score: Raw -358250.847487 + Penalty 2745.549012 = -355505.298476
  nChanged 64
		SP:Iteration 13Q (21670.620000 sec): 3 clusters
  Score: Raw -358286.351508 + Penalty 2745.549012 = -355540.802497
  nChanged 87
		SP:Iteration 14Q (21670.740000 sec): 3 clusters
  Score: Raw -358341.473446 + Penalty 2745.549012 = -355595.924434
  nChanged 89
		SP:Iteration 15Q (21670.870000 sec): 3 clusters
  Score: Raw -358394.747856 + Penalty 2745.549012 = -355649.198844
  nChanged 86
		SP:Iteration 16Q (21671.000000 sec): 3 clusters
  Score: Raw -358450.758306 + Penalty 2745.549012 = -355705.209295
  nChanged 99
		SP:Iteration 17Q (21671.130000 sec): 3 clusters
  Score: Raw -358524.510328 + Penalty 2745.549012 = -355778.961316
  nChanged 101
		SP:Iteration 18Q (21671.260000 sec): 3 clusters
  Score: Raw -358627.846154 + Penalty 2745.549012 = -355882.297142
  nChanged 110
		SP:Iteration 19Q (21671.380000 sec): 3 clusters
  Score: Raw -358756.251030 + Penalty 2745.549012 = -356010.702018
  nChanged 136
		SP:Iteration 20F (21671.510000 sec): 3 clusters
  Score: Raw -358920.790473 + Penalty 2745.549012 = -356175.241461
  nChanged 133
		SP:Iteration 21Q (21671.670000 sec): 3 clusters
  Score: Raw -359118.451446 + Penalty 2745.549012 = -356372.902434
  nChanged 148
		SP:Iteration 22Q (21671.780000 sec): 3 clusters
  Score: Raw -359322.657704 + Penalty 2745.549012 = -356577.108692
  nChanged 137
		SP:Iteration 23Q (21671.970000 sec): 3 clusters
  Score: Raw -359498.349640 + Penalty 2745.549012 = -356752.800628
  nChanged 93
		SP:Iteration 24Q (21672.100000 sec): 3 clusters
  Score: Raw -359586.513710 + Penalty 2745.549012 = -356840.964698
  nChanged 57
		SP:Iteration 25Q (21672.280000 sec): 3 clusters
  Score: Raw -359627.203366 + Penalty 2745.549012 = -356881.654354
  nChanged 25
		SP:Iteration 26Q (21672.380000 sec): 3 clusters
  Score: Raw -359638.456499 + Penalty 2745.549012 = -356892.907487
  nChanged 14
		SP:Iteration 27Q (21672.510000 sec): 3 clusters
  Score: Raw -359643.323853 + Penalty 2745.549012 = -356897.774842
  nChanged 8
		SP:Iteration 28Q (21672.640000 sec): 3 clusters
  Score: Raw -359646.327192 + Penalty 2745.549012 = -356900.778180
  nChanged 8
		SP:Iteration 29Q (21672.770000 sec): 3 clusters
  Score: Raw -359648.599973 + Penalty 2745.549012 = -356903.050961
  nChanged 8
		SP:Iteration 30Q (21672.890000 sec): 3 clusters
  Score: Raw -359650.841752 + Penalty 2745.549012 = -356905.292741
  nChanged 3
		SP:Iteration 31Q (21673.020000 sec): 3 clusters
  Score: Raw -359652.248900 + Penalty 2745.549012 = -356906.699889
  nChanged 5
		SP:Iteration 32Q (21673.150000 sec): 3 clusters
  Score: Raw -359653.209600 + Penalty 2745.549012 = -356907.660588
  nChanged 3
		SP:Iteration 33Q (21673.280000 sec): 3 clusters
  Score: Raw -359653.913482 + Penalty 2745.549012 = -356908.364470
  nChanged 4
		SP:Iteration 34Q (21673.400000 sec): 3 clusters
  Score: Raw -359656.110429 + Penalty 2745.549012 = -356910.561417
  nChanged 4
		SP:Iteration 35Q (21673.530000 sec): 3 clusters
  Score: Raw -359656.939373 + Penalty 2745.549012 = -356911.390361
  nChanged 2
		SP:Iteration 36Q (21673.660000 sec): 3 clusters
  Score: Raw -359657.452591 + Penalty 2745.549012 = -356911.903580
  nChanged 0
		SP:Iteration 37F (21673.810000 sec): 3 clusters
  Score: Raw -359657.452591 + Penalty 2745.549012 = -356911.903580
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (3981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21673.890000 sec): 2 clusters
  Score: Raw -262162.872337 + Penalty 1347.009352 = -260815.862985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21674.050000 sec): 3 clusters
  Score: Raw -260247.808154 + Penalty 2694.018705 = -257553.789449
  nChanged 1601
		SP:Iteration 1F (21674.200000 sec): 3 clusters
  Score: Raw -261964.742406 + Penalty 2694.018705 = -259270.723701
  nChanged 538
		SP:Iteration 2F (21674.360000 sec): 3 clusters
  Score: Raw -262949.585752 + Penalty 2694.018705 = -260255.567047
  nChanged 426
		SP:Iteration 3F (21674.520000 sec): 3 clusters
  Score: Raw -263640.787844 + Penalty 2694.018705 = -260946.769139
  nChanged 265
		SP:Iteration 4F (21674.680000 sec): 3 clusters
  Score: Raw -263971.962338 + Penalty 2694.018705 = -261277.943633
  nChanged 167
		SP:Iteration 5Q (21674.830000 sec): 3 clusters
  Score: Raw -264215.057787 + Penalty 2694.018705 = -261521.039082
  nChanged 127
		SP:Iteration 6Q (21674.990000 sec): 3 clusters
  Score: Raw -264407.248593 + Penalty 2694.018705 = -261713.229888
  nChanged 97
		SP:Iteration 7Q (21675.150000 sec): 3 clusters
  Score: Raw -264577.656278 + Penalty 2694.018705 = -261883.637573
  nChanged 90
		SP:Iteration 8Q (21675.290000 sec): 3 clusters
  Score: Raw -264786.925714 + Penalty 2694.018705 = -262092.907009
  nChanged 93
		SP:Iteration 9Q (21675.440000 sec): 3 clusters
  Score: Raw -265057.104738 + Penalty 2694.018705 = -262363.086033
  nChanged 89
		SP:Iteration 10Q (21675.630000 sec): 3 clusters
  Score: Raw -265231.340986 + Penalty 2694.018705 = -262537.322281
  nChanged 85
		SP:Iteration 11Q (21675.770000 sec): 3 clusters
  Score: Raw -265348.453554 + Penalty 2694.018705 = -262654.434849
  nChanged 95
		SP:Iteration 12Q (21675.940000 sec): 3 clusters
  Score: Raw -265528.335332 + Penalty 2694.018705 = -262834.316627
  nChanged 73
		SP:Iteration 13Q (21676.100000 sec): 3 clusters
  Score: Raw -265606.731728 + Penalty 2694.018705 = -262912.713023
  nChanged 38
		SP:Iteration 14Q (21676.250000 sec): 3 clusters
  Score: Raw -265635.642728 + Penalty 2694.018705 = -262941.624023
  nChanged 28
		SP:Iteration 15Q (21676.470000 sec): 3 clusters
  Score: Raw -265657.138616 + Penalty 2694.018705 = -262963.119911
  nChanged 20
		SP:Iteration 16Q (21676.630000 sec): 3 clusters
  Score: Raw -265677.890831 + Penalty 2694.018705 = -262983.872126
  nChanged 15
		SP:Iteration 17Q (21676.810000 sec): 3 clusters
  Score: Raw -265700.707310 + Penalty 2694.018705 = -263006.688605
  nChanged 14
		SP:Iteration 18Q (21676.990000 sec): 3 clusters
  Score: Raw -265723.568879 + Penalty 2694.018705 = -263029.550174
  nChanged 18
		SP:Iteration 19Q (21677.190000 sec): 3 clusters
  Score: Raw -265743.957908 + Penalty 2694.018705 = -263049.939203
  nChanged 14
		SP:Iteration 20F (21677.350000 sec): 3 clusters
  Score: Raw -265759.975806 + Penalty 2694.018705 = -263065.957101
  nChanged 14
		SP:Iteration 21Q (21677.470000 sec): 3 clusters
  Score: Raw -265771.562908 + Penalty 2694.018705 = -263077.544203
  nChanged 8
		SP:Iteration 22Q (21677.600000 sec): 3 clusters
  Score: Raw -265774.924832 + Penalty 2694.018705 = -263080.906127
  nChanged 2
		SP:Iteration 23Q (21677.740000 sec): 3 clusters
  Score: Raw -265775.155134 + Penalty 2694.018705 = -263081.136429
  nChanged 1
		SP:Iteration 24Q (21677.880000 sec): 3 clusters
  Score: Raw -265775.405845 + Penalty 2694.018705 = -263081.387140
  nChanged 0
		SP:Iteration 25F (21678.070000 sec): 3 clusters
  Score: Raw -265775.405845 + Penalty 2694.018705 = -263081.387140
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (13146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21678.240000 sec): 2 clusters
  Score: Raw -1003077.621252 + Penalty 1541.129331 = -1001536.491920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21678.500000 sec): 3 clusters
  Score: Raw -995453.333364 + Penalty 3082.258663 = -992371.074701
  nChanged 5792
		SP:Iteration 1F (21678.760000 sec): 3 clusters
  Score: Raw -998950.085161 + Penalty 3082.258663 = -995867.826498
  nChanged 968
		SP:Iteration 2F (21678.960000 sec): 3 clusters
  Score: Raw -999622.696913 + Penalty 3082.258663 = -996540.438250
  nChanged 950
		SP:Iteration 3F (21679.230000 sec): 3 clusters
  Score: Raw -1000301.023861 + Penalty 3082.258663 = -997218.765198
  nChanged 902
		SP:Iteration 4F (21679.420000 sec): 3 clusters
  Score: Raw -1000861.295858 + Penalty 3082.258663 = -997779.037195
  nChanged 749
		SP:Iteration 5F (21679.630000 sec): 3 clusters
  Score: Raw -1001275.524514 + Penalty 3082.258663 = -998193.265851
  nChanged 610
		SP:Iteration 6Q (21679.870000 sec): 3 clusters
  Score: Raw -1001620.678309 + Penalty 3082.258663 = -998538.419646
  nChanged 516
		SP:Iteration 7Q (21680.160000 sec): 3 clusters
  Score: Raw -1001910.888252 + Penalty 3082.258663 = -998828.629589
  nChanged 461
		SP:Iteration 8Q (21680.420000 sec): 3 clusters
  Score: Raw -1002190.124862 + Penalty 3082.258663 = -999107.866199
  nChanged 449
		SP:Iteration 9Q (21680.660000 sec): 3 clusters
  Score: Raw -1002503.872674 + Penalty 3082.258663 = -999421.614011
  nChanged 433
		SP:Iteration 10Q (21680.930000 sec): 3 clusters
  Score: Raw -1002813.463044 + Penalty 3082.258663 = -999731.204381
  nChanged 377
		SP:Iteration 11Q (21681.120000 sec): 3 clusters
  Score: Raw -1003114.263498 + Penalty 3082.258663 = -1000032.004835
  nChanged 387
		SP:Iteration 12Q (21681.400000 sec): 3 clusters
  Score: Raw -1003428.419383 + Penalty 3082.258663 = -1000346.160720
  nChanged 325
		SP:Iteration 13Q (21681.640000 sec): 3 clusters
  Score: Raw -1003712.677126 + Penalty 3082.258663 = -1000630.418463
  nChanged 287
		SP:Iteration 14Q (21681.920000 sec): 3 clusters
  Score: Raw -1003931.731177 + Penalty 3082.258663 = -1000849.472514
  nChanged 212
		SP:Iteration 15Q (21682.080000 sec): 3 clusters
  Score: Raw -1004092.510494 + Penalty 3082.258663 = -1001010.251831
  nChanged 184
		SP:Iteration 16Q (21682.320000 sec): 3 clusters
  Score: Raw -1004212.664269 + Penalty 3082.258663 = -1001130.405606
  nChanged 165
		SP:Iteration 17Q (21682.510000 sec): 3 clusters
  Score: Raw -1004314.947024 + Penalty 3082.258663 = -1001232.688361
  nChanged 155
		SP:Iteration 18Q (21682.780000 sec): 3 clusters
  Score: Raw -1004415.383356 + Penalty 3082.258663 = -1001333.124693
  nChanged 142
		SP:Iteration 19Q (21683.030000 sec): 3 clusters
  Score: Raw -1004497.373539 + Penalty 3082.258663 = -1001415.114876
  nChanged 137
		SP:Iteration 20F (21683.300000 sec): 3 clusters
  Score: Raw -1004581.979892 + Penalty 3082.258663 = -1001499.721229
  nChanged 127
		SP:Iteration 21Q (21683.540000 sec): 3 clusters
  Score: Raw -1004672.963197 + Penalty 3082.258663 = -1001590.704534
  nChanged 144
		SP:Iteration 22Q (21683.770000 sec): 3 clusters
  Score: Raw -1004792.535507 + Penalty 3082.258663 = -1001710.276844
  nChanged 155
		SP:Iteration 23Q (21683.930000 sec): 3 clusters
  Score: Raw -1004928.250653 + Penalty 3082.258663 = -1001845.991990
  nChanged 166
		SP:Iteration 24Q (21684.190000 sec): 3 clusters
  Score: Raw -1005080.887015 + Penalty 3082.258663 = -1001998.628352
  nChanged 178
		SP:Iteration 25Q (21684.360000 sec): 3 clusters
  Score: Raw -1005226.860483 + Penalty 3082.258663 = -1002144.601820
  nChanged 138
		SP:Iteration 26Q (21684.520000 sec): 3 clusters
  Score: Raw -1005333.685655 + Penalty 3082.258663 = -1002251.426992
  nChanged 141
		SP:Iteration 27Q (21684.800000 sec): 3 clusters
  Score: Raw -1005433.325413 + Penalty 3082.258663 = -1002351.066751
  nChanged 111
		SP:Iteration 28Q (21685.000000 sec): 3 clusters
  Score: Raw -1005483.314474 + Penalty 3082.258663 = -1002401.055811
  nChanged 81
		SP:Iteration 29Q (21685.190000 sec): 3 clusters
  Score: Raw -1005515.883639 + Penalty 3082.258663 = -1002433.624976
  nChanged 73
		SP:Iteration 30Q (21685.460000 sec): 3 clusters
  Score: Raw -1005543.933578 + Penalty 3082.258663 = -1002461.674915
  nChanged 82
		SP:Iteration 31Q (21685.700000 sec): 3 clusters
  Score: Raw -1005574.818871 + Penalty 3082.258663 = -1002492.560208
  nChanged 68
		SP:Iteration 32Q (21685.980000 sec): 3 clusters
  Score: Raw -1005594.259698 + Penalty 3082.258663 = -1002512.001035
  nChanged 51
		SP:Iteration 33Q (21686.160000 sec): 3 clusters
  Score: Raw -1005610.600900 + Penalty 3082.258663 = -1002528.342237
  nChanged 44
		SP:Iteration 34Q (21686.390000 sec): 3 clusters
  Score: Raw -1005624.305125 + Penalty 3082.258663 = -1002542.046462
  nChanged 42
		SP:Iteration 35Q (21686.580000 sec): 3 clusters
  Score: Raw -1005634.272104 + Penalty 3082.258663 = -1002552.013441
  nChanged 35
		SP:Iteration 36Q (21686.850000 sec): 3 clusters
  Score: Raw -1005644.172774 + Penalty 3082.258663 = -1002561.914111
  nChanged 33
		SP:Iteration 37Q (21687.080000 sec): 3 clusters
  Score: Raw -1005653.589975 + Penalty 3082.258663 = -1002571.331312
  nChanged 36
		SP:Iteration 38Q (21687.380000 sec): 3 clusters
  Score: Raw -1005662.255074 + Penalty 3082.258663 = -1002579.996411
  nChanged 35
		SP:Iteration 39Q (21687.600000 sec): 3 clusters
  Score: Raw -1005674.554141 + Penalty 3082.258663 = -1002592.295478
  nChanged 37
		SP:Iteration 40F (21687.890000 sec): 3 clusters
  Score: Raw -1005703.716183 + Penalty 3082.258663 = -1002621.457520
  nChanged 53
		SP:Iteration 41Q (21688.120000 sec): 3 clusters
  Score: Raw -1005726.607646 + Penalty 3082.258663 = -1002644.348983
  nChanged 60
		SP:Iteration 42Q (21688.360000 sec): 3 clusters
  Score: Raw -1005750.342418 + Penalty 3082.258663 = -1002668.083755
  nChanged 73
		SP:Iteration 43Q (21688.550000 sec): 3 clusters
  Score: Raw -1005780.464287 + Penalty 3082.258663 = -1002698.205624
  nChanged 79
		SP:Iteration 44Q (21688.810000 sec): 3 clusters
  Score: Raw -1005810.122679 + Penalty 3082.258663 = -1002727.864017
  nChanged 65
		SP:Iteration 45Q (21689.060000 sec): 3 clusters
  Score: Raw -1005836.079443 + Penalty 3082.258663 = -1002753.820780
  nChanged 80
		SP:Iteration 46Q (21689.290000 sec): 3 clusters
  Score: Raw -1005868.475099 + Penalty 3082.258663 = -1002786.216436
  nChanged 80
		SP:Iteration 47Q (21689.580000 sec): 3 clusters
  Score: Raw -1005902.963074 + Penalty 3082.258663 = -1002820.704411
  nChanged 97
		SP:Iteration 48Q (21689.840000 sec): 3 clusters
  Score: Raw -1005935.287737 + Penalty 3082.258663 = -1002853.029074
  nChanged 78
		SP:Iteration 49Q (21690.030000 sec): 3 clusters
  Score: Raw -1005957.392183 + Penalty 3082.258663 = -1002875.133520
  nChanged 62
		SP:Iteration 50Q (21690.280000 sec): 3 clusters
  Score: Raw -1005975.926961 + Penalty 3082.258663 = -1002893.668298
  nChanged 67
		SP:Iteration 51Q (21690.510000 sec): 3 clusters
  Score: Raw -1005995.961623 + Penalty 3082.258663 = -1002913.702960
  nChanged 77
		SP:Iteration 52Q (21690.760000 sec): 3 clusters
  Score: Raw -1006017.895069 + Penalty 3082.258663 = -1002935.636407
  nChanged 71
		SP:Iteration 53Q (21690.980000 sec): 3 clusters
  Score: Raw -1006040.024589 + Penalty 3082.258663 = -1002957.765926
  nChanged 73
		SP:Iteration 54Q (21691.220000 sec): 3 clusters
  Score: Raw -1006059.963042 + Penalty 3082.258663 = -1002977.704379
  nChanged 67
		SP:Iteration 55Q (21691.460000 sec): 3 clusters
  Score: Raw -1006077.140753 + Penalty 3082.258663 = -1002994.882091
  nChanged 53
		SP:Iteration 56Q (21691.720000 sec): 3 clusters
  Score: Raw -1006088.897035 + Penalty 3082.258663 = -1003006.638372
  nChanged 44
		SP:Iteration 57Q (21692.020000 sec): 3 clusters
  Score: Raw -1006096.644985 + Penalty 3082.258663 = -1003014.386322
  nChanged 36
		SP:Iteration 58Q (21692.250000 sec): 3 clusters
  Score: Raw -1006103.320963 + Penalty 3082.258663 = -1003021.062300
  nChanged 36
		SP:Iteration 59Q (21692.430000 sec): 3 clusters
  Score: Raw -1006109.397342 + Penalty 3082.258663 = -1003027.138679
  nChanged 34
		SP:Iteration 60F (21692.700000 sec): 3 clusters
  Score: Raw -1006115.590446 + Penalty 3082.258663 = -1003033.331783
  nChanged 31
		SP:Iteration 61Q (21692.900000 sec): 3 clusters
  Score: Raw -1006121.533166 + Penalty 3082.258663 = -1003039.274503
  nChanged 37
		SP:Iteration 62Q (21693.150000 sec): 3 clusters
  Score: Raw -1006127.512774 + Penalty 3082.258663 = -1003045.254111
  nChanged 26
		SP:Iteration 63Q (21693.340000 sec): 3 clusters
  Score: Raw -1006131.090897 + Penalty 3082.258663 = -1003048.832234
  nChanged 25
		SP:Iteration 64Q (21693.560000 sec): 3 clusters
  Score: Raw -1006134.556893 + Penalty 3082.258663 = -1003052.298230
  nChanged 24
		SP:Iteration 65Q (21693.880000 sec): 3 clusters
  Score: Raw -1006137.986819 + Penalty 3082.258663 = -1003055.728156
  nChanged 16
		SP:Iteration 66Q (21694.140000 sec): 3 clusters
  Score: Raw -1006140.583592 + Penalty 3082.258663 = -1003058.324929
  nChanged 18
		SP:Iteration 67Q (21694.360000 sec): 3 clusters
  Score: Raw -1006143.178556 + Penalty 3082.258663 = -1003060.919893
  nChanged 21
		SP:Iteration 68Q (21694.570000 sec): 3 clusters
  Score: Raw -1006146.247368 + Penalty 3082.258663 = -1003063.988706
  nChanged 20
		SP:Iteration 69Q (21694.800000 sec): 3 clusters
  Score: Raw -1006148.730732 + Penalty 3082.258663 = -1003066.472069
  nChanged 16
		SP:Iteration 70Q (21695.000000 sec): 3 clusters
  Score: Raw -1006151.371704 + Penalty 3082.258663 = -1003069.113041
  nChanged 16
		SP:Iteration 71Q (21695.230000 sec): 3 clusters
  Score: Raw -1006153.300000 + Penalty 3082.258663 = -1003071.041337
  nChanged 14
		SP:Iteration 72Q (21695.420000 sec): 3 clusters
  Score: Raw -1006154.769079 + Penalty 3082.258663 = -1003072.510416
  nChanged 11
		SP:Iteration 73Q (21695.620000 sec): 3 clusters
  Score: Raw -1006155.967265 + Penalty 3082.258663 = -1003073.708602
  nChanged 7
		SP:Iteration 74Q (21695.820000 sec): 3 clusters
  Score: Raw -1006156.628137 + Penalty 3082.258663 = -1003074.369475
  nChanged 4
		SP:Iteration 75Q (21696.020000 sec): 3 clusters
  Score: Raw -1006157.131249 + Penalty 3082.258663 = -1003074.872586
  nChanged 4
		SP:Iteration 76Q (21696.280000 sec): 3 clusters
  Score: Raw -1006157.497503 + Penalty 3082.258663 = -1003075.238840
  nChanged 5
		SP:Iteration 77Q (21696.500000 sec): 3 clusters
  Score: Raw -1006157.827731 + Penalty 3082.258663 = -1003075.569069
  nChanged 4
		SP:Iteration 78Q (21696.690000 sec): 3 clusters
  Score: Raw -1006158.160431 + Penalty 3082.258663 = -1003075.901769
  nChanged 4
		SP:Iteration 79Q (21696.960000 sec): 3 clusters
  Score: Raw -1006158.478247 + Penalty 3082.258663 = -1003076.219584
  nChanged 1
		SP:Iteration 80F (21697.230000 sec): 3 clusters
  Score: Raw -1006158.502829 + Penalty 3082.258663 = -1003076.244166
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (4173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21697.320000 sec): 2 clusters
  Score: Raw -315050.143866 + Penalty 1354.663453 = -313695.480413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21697.470000 sec): 3 clusters
  Score: Raw -312985.146135 + Penalty 2709.326906 = -310275.819229
  nChanged 1666
		SP:Iteration 1F (21697.610000 sec): 3 clusters
  Score: Raw -314585.051011 + Penalty 2709.326906 = -311875.724105
  nChanged 605
		SP:Iteration 2F (21697.760000 sec): 3 clusters
  Score: Raw -315919.235474 + Penalty 2709.326906 = -313209.908567
  nChanged 474
		SP:Iteration 3F (21697.900000 sec): 3 clusters
  Score: Raw -316976.746150 + Penalty 2709.326906 = -314267.419244
  nChanged 307
		SP:Iteration 4F (21698.040000 sec): 3 clusters
  Score: Raw -317563.998849 + Penalty 2709.326906 = -314854.671942
  nChanged 180
		SP:Iteration 5Q (21698.180000 sec): 3 clusters
  Score: Raw -317835.827631 + Penalty 2709.326906 = -315126.500725
  nChanged 174
		SP:Iteration 6Q (21698.330000 sec): 3 clusters
  Score: Raw -318051.876051 + Penalty 2709.326906 = -315342.549145
  nChanged 179
		SP:Iteration 7Q (21698.470000 sec): 3 clusters
  Score: Raw -318237.305582 + Penalty 2709.326906 = -315527.978676
  nChanged 181
		SP:Iteration 8Q (21698.620000 sec): 3 clusters
  Score: Raw -318543.525438 + Penalty 2709.326906 = -315834.198531
  nChanged 195
		SP:Iteration 9Q (21698.770000 sec): 3 clusters
  Score: Raw -318931.119227 + Penalty 2709.326906 = -316221.792321
  nChanged 121
		SP:Iteration 10Q (21698.930000 sec): 3 clusters
  Score: Raw -319151.413342 + Penalty 2709.326906 = -316442.086436
  nChanged 84
		SP:Iteration 11Q (21699.180000 sec): 3 clusters
  Score: Raw -319314.413638 + Penalty 2709.326906 = -316605.086732
  nChanged 55
		SP:Iteration 12Q (21699.380000 sec): 3 clusters
  Score: Raw -319413.218058 + Penalty 2709.326906 = -316703.891152
  nChanged 37
		SP:Iteration 13Q (21699.530000 sec): 3 clusters
  Score: Raw -319457.354114 + Penalty 2709.326906 = -316748.027208
  nChanged 17
		SP:Iteration 14Q (21699.740000 sec): 3 clusters
  Score: Raw -319472.980482 + Penalty 2709.326906 = -316763.653576
  nChanged 12
		SP:Iteration 15Q (21699.880000 sec): 3 clusters
  Score: Raw -319481.067564 + Penalty 2709.326906 = -316771.740658
  nChanged 4
		SP:Iteration 16Q (21700.070000 sec): 3 clusters
  Score: Raw -319483.098588 + Penalty 2709.326906 = -316773.771682
  nChanged 4
		SP:Iteration 17Q (21700.210000 sec): 3 clusters
  Score: Raw -319487.137712 + Penalty 2709.326906 = -316777.810806
  nChanged 3
		SP:Iteration 18Q (21700.390000 sec): 3 clusters
  Score: Raw -319488.954724 + Penalty 2709.326906 = -316779.627818
  nChanged 4
		SP:Iteration 19Q (21700.570000 sec): 3 clusters
  Score: Raw -319492.394415 + Penalty 2709.326906 = -316783.067508
  nChanged 3
		SP:Iteration 20F (21700.750000 sec): 3 clusters
  Score: Raw -319493.952979 + Penalty 2709.326906 = -316784.626072
  nChanged 3
		SP:Iteration 21Q (21700.970000 sec): 3 clusters
  Score: Raw -319496.171336 + Penalty 2709.326906 = -316786.844430
  nChanged 6
		SP:Iteration 22Q (21701.100000 sec): 3 clusters
  Score: Raw -319499.144876 + Penalty 2709.326906 = -316789.817970
  nChanged 5
		SP:Iteration 23Q (21701.240000 sec): 3 clusters
  Score: Raw -319503.365387 + Penalty 2709.326906 = -316794.038481
  nChanged 6
		SP:Iteration 24Q (21701.420000 sec): 3 clusters
  Score: Raw -319507.933105 + Penalty 2709.326906 = -316798.606198
  nChanged 10
		SP:Iteration 25Q (21701.600000 sec): 3 clusters
  Score: Raw -319516.335409 + Penalty 2709.326906 = -316807.008503
  nChanged 8
		SP:Iteration 26Q (21701.780000 sec): 3 clusters
  Score: Raw -319522.637025 + Penalty 2709.326906 = -316813.310119
  nChanged 7
		SP:Iteration 27Q (21701.960000 sec): 3 clusters
  Score: Raw -319525.916484 + Penalty 2709.326906 = -316816.589578
  nChanged 8
		SP:Iteration 28Q (21702.110000 sec): 3 clusters
  Score: Raw -319532.292612 + Penalty 2709.326906 = -316822.965706
  nChanged 7
		SP:Iteration 29Q (21702.230000 sec): 3 clusters
  Score: Raw -319536.311852 + Penalty 2709.326906 = -316826.984945
  nChanged 8
		SP:Iteration 30Q (21702.410000 sec): 3 clusters
  Score: Raw -319542.589195 + Penalty 2709.326906 = -316833.262289
  nChanged 4
		SP:Iteration 31Q (21702.580000 sec): 3 clusters
  Score: Raw -319545.602572 + Penalty 2709.326906 = -316836.275666
  nChanged 3
		SP:Iteration 32Q (21702.800000 sec): 3 clusters
  Score: Raw -319546.646236 + Penalty 2709.326906 = -316837.319330
  nChanged 0
		SP:Iteration 33F (21702.980000 sec): 3 clusters
  Score: Raw -319546.646236 + Penalty 2709.326906 = -316837.319330
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21703.070000 sec): 2 clusters
  Score: Raw -44269.357335 + Penalty 1017.181988 = -43252.175347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21703.260000 sec): 3 clusters
  Score: Raw -44240.250826 + Penalty 2034.363976 = -42205.886850
  nChanged 123
		SP:Iteration 1F (21703.440000 sec): 3 clusters
  Score: Raw -44385.935507 + Penalty 2034.363976 = -42351.571531
  nChanged 26
		SP:Iteration 2Q (21703.610000 sec): 3 clusters
  Score: Raw -44425.734269 + Penalty 2034.363976 = -42391.370294
  nChanged 24
		SP:Iteration 3Q (21703.760000 sec): 3 clusters
  Score: Raw -44460.414459 + Penalty 2034.363976 = -42426.050483
  nChanged 9
		SP:Iteration 4Q (21703.960000 sec): 3 clusters
  Score: Raw -44474.105589 + Penalty 2034.363976 = -42439.741613
  nChanged 8
		SP:Iteration 5Q (21704.090000 sec): 3 clusters
  Score: Raw -44487.167922 + Penalty 2034.363976 = -42452.803946
  nChanged 7
		SP:Iteration 6Q (21704.250000 sec): 3 clusters
  Score: Raw -44501.679017 + Penalty 2034.363976 = -42467.315041
  nChanged 3
		SP:Iteration 7Q (21704.440000 sec): 3 clusters
  Score: Raw -44505.462643 + Penalty 2034.363976 = -42471.098667
  nChanged 0
		SP:Iteration 8F (21704.620000 sec): 3 clusters
  Score: Raw -44505.462643 + Penalty 2034.363976 = -42471.098667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (11465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21704.780000 sec): 2 clusters
  Score: Raw -940212.716173 + Penalty 1518.896307 = -938693.819866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21705.030000 sec): 3 clusters
  Score: Raw -933648.558631 + Penalty 3037.792613 = -930610.766017
  nChanged 5043
		SP:Iteration 1F (21705.330000 sec): 3 clusters
  Score: Raw -936665.352187 + Penalty 3037.792613 = -933627.559573
  nChanged 858
		SP:Iteration 2F (21705.520000 sec): 3 clusters
  Score: Raw -937293.266871 + Penalty 3037.792613 = -934255.474257
  nChanged 818
		SP:Iteration 3F (21705.720000 sec): 3 clusters
  Score: Raw -937962.155608 + Penalty 3037.792613 = -934924.362995
  nChanged 765
		SP:Iteration 4F (21705.930000 sec): 3 clusters
  Score: Raw -938523.353569 + Penalty 3037.792613 = -935485.560955
  nChanged 695
		SP:Iteration 5F (21706.160000 sec): 3 clusters
  Score: Raw -938989.360381 + Penalty 3037.792613 = -935951.567767
  nChanged 643
		SP:Iteration 6F (21706.420000 sec): 3 clusters
  Score: Raw -939425.659119 + Penalty 3037.792613 = -936387.866505
  nChanged 560
		SP:Iteration 7Q (21706.680000 sec): 3 clusters
  Score: Raw -939783.882016 + Penalty 3037.792613 = -936746.089403
  nChanged 438
		SP:Iteration 8Q (21706.850000 sec): 3 clusters
  Score: Raw -940020.587568 + Penalty 3037.792613 = -936982.794954
  nChanged 343
		SP:Iteration 9Q (21707.100000 sec): 3 clusters
  Score: Raw -940209.802557 + Penalty 3037.792613 = -937172.009944
  nChanged 290
		SP:Iteration 10Q (21707.310000 sec): 3 clusters
  Score: Raw -940377.414228 + Penalty 3037.792613 = -937339.621615
  nChanged 255
		SP:Iteration 11Q (21707.520000 sec): 3 clusters
  Score: Raw -940524.320061 + Penalty 3037.792613 = -937486.527448
  nChanged 240
		SP:Iteration 12Q (21707.720000 sec): 3 clusters
  Score: Raw -940698.313231 + Penalty 3037.792613 = -937660.520617
  nChanged 269
		SP:Iteration 13Q (21708.000000 sec): 3 clusters
  Score: Raw -940945.399836 + Penalty 3037.792613 = -937907.607223
  nChanged 334
		SP:Iteration 14Q (21708.260000 sec): 3 clusters
  Score: Raw -941410.080001 + Penalty 3037.792613 = -938372.287388
  nChanged 408
		SP:Iteration 15Q (21708.510000 sec): 3 clusters
  Score: Raw -942084.498223 + Penalty 3037.792613 = -939046.705610
  nChanged 405
		SP:Iteration 16Q (21708.710000 sec): 3 clusters
  Score: Raw -942766.505779 + Penalty 3037.792613 = -939728.713166
  nChanged 406
		SP:Iteration 17Q (21709.020000 sec): 3 clusters
  Score: Raw -943227.914412 + Penalty 3037.792613 = -940190.121798
  nChanged 367
		SP:Iteration 18Q (21709.220000 sec): 3 clusters
  Score: Raw -943465.353431 + Penalty 3037.792613 = -940427.560818
  nChanged 292
		SP:Iteration 19Q (21709.450000 sec): 3 clusters
  Score: Raw -943606.498214 + Penalty 3037.792613 = -940568.705601
  nChanged 212
		SP:Iteration 20F (21709.620000 sec): 3 clusters
  Score: Raw -943692.339931 + Penalty 3037.792613 = -940654.547317
  nChanged 165
		SP:Iteration 21Q (21709.850000 sec): 3 clusters
  Score: Raw -943750.600067 + Penalty 3037.792613 = -940712.807453
  nChanged 152
		SP:Iteration 22Q (21710.070000 sec): 3 clusters
  Score: Raw -943796.529223 + Penalty 3037.792613 = -940758.736610
  nChanged 131
		SP:Iteration 23Q (21710.340000 sec): 3 clusters
  Score: Raw -943836.503817 + Penalty 3037.792613 = -940798.711204
  nChanged 115
		SP:Iteration 24Q (21710.500000 sec): 3 clusters
  Score: Raw -943867.703976 + Penalty 3037.792613 = -940829.911363
  nChanged 99
		SP:Iteration 25Q (21710.760000 sec): 3 clusters
  Score: Raw -943893.645815 + Penalty 3037.792613 = -940855.853202
  nChanged 89
		SP:Iteration 26Q (21710.940000 sec): 3 clusters
  Score: Raw -943915.841596 + Penalty 3037.792613 = -940878.048983
  nChanged 91
		SP:Iteration 27Q (21711.190000 sec): 3 clusters
  Score: Raw -943940.019239 + Penalty 3037.792613 = -940902.226626
  nChanged 94
		SP:Iteration 28Q (21711.380000 sec): 3 clusters
  Score: Raw -943960.105523 + Penalty 3037.792613 = -940922.312910
  nChanged 72
		SP:Iteration 29Q (21711.670000 sec): 3 clusters
  Score: Raw -943978.653111 + Penalty 3037.792613 = -940940.860498
  nChanged 71
		SP:Iteration 30Q (21711.940000 sec): 3 clusters
  Score: Raw -943995.153065 + Penalty 3037.792613 = -940957.360451
  nChanged 73
		SP:Iteration 31Q (21712.100000 sec): 3 clusters
  Score: Raw -944014.298323 + Penalty 3037.792613 = -940976.505710
  nChanged 83
		SP:Iteration 32Q (21712.400000 sec): 3 clusters
  Score: Raw -944036.505384 + Penalty 3037.792613 = -940998.712771
  nChanged 81
		SP:Iteration 33Q (21712.690000 sec): 3 clusters
  Score: Raw -944060.026272 + Penalty 3037.792613 = -941022.233659
  nChanged 84
		SP:Iteration 34Q (21712.970000 sec): 3 clusters
  Score: Raw -944084.898451 + Penalty 3037.792613 = -941047.105837
  nChanged 95
		SP:Iteration 35Q (21713.190000 sec): 3 clusters
  Score: Raw -944112.753793 + Penalty 3037.792613 = -941074.961179
  nChanged 92
		SP:Iteration 36Q (21713.470000 sec): 3 clusters
  Score: Raw -944139.767428 + Penalty 3037.792613 = -941101.974815
  nChanged 93
		SP:Iteration 37Q (21713.770000 sec): 3 clusters
  Score: Raw -944172.768491 + Penalty 3037.792613 = -941134.975878
  nChanged 88
		SP:Iteration 38Q (21714.010000 sec): 3 clusters
  Score: Raw -944204.036544 + Penalty 3037.792613 = -941166.243930
  nChanged 82
		SP:Iteration 39Q (21714.280000 sec): 3 clusters
  Score: Raw -944233.050958 + Penalty 3037.792613 = -941195.258345
  nChanged 79
		SP:Iteration 40F (21714.520000 sec): 3 clusters
  Score: Raw -944256.759794 + Penalty 3037.792613 = -941218.967181
  nChanged 66
		SP:Iteration 41Q (21714.820000 sec): 3 clusters
  Score: Raw -944273.155731 + Penalty 3037.792613 = -941235.363118
  nChanged 53
		SP:Iteration 42Q (21715.090000 sec): 3 clusters
  Score: Raw -944290.951942 + Penalty 3037.792613 = -941253.159329
  nChanged 50
		SP:Iteration 43Q (21715.290000 sec): 3 clusters
  Score: Raw -944304.713963 + Penalty 3037.792613 = -941266.921350
  nChanged 50
		SP:Iteration 44Q (21715.480000 sec): 3 clusters
  Score: Raw -944318.047409 + Penalty 3037.792613 = -941280.254796
  nChanged 46
		SP:Iteration 45Q (21715.730000 sec): 3 clusters
  Score: Raw -944329.215081 + Penalty 3037.792613 = -941291.422468
  nChanged 44
		SP:Iteration 46Q (21716.000000 sec): 3 clusters
  Score: Raw -944340.435256 + Penalty 3037.792613 = -941302.642642
  nChanged 38
		SP:Iteration 47Q (21716.260000 sec): 3 clusters
  Score: Raw -944348.055600 + Penalty 3037.792613 = -941310.262986
  nChanged 27
		SP:Iteration 48Q (21716.520000 sec): 3 clusters
  Score: Raw -944352.564374 + Penalty 3037.792613 = -941314.771761
  nChanged 17
		SP:Iteration 49Q (21716.680000 sec): 3 clusters
  Score: Raw -944356.273764 + Penalty 3037.792613 = -941318.481150
  nChanged 27
		SP:Iteration 50Q (21716.920000 sec): 3 clusters
  Score: Raw -944360.898622 + Penalty 3037.792613 = -941323.106008
  nChanged 19
		SP:Iteration 51Q (21717.200000 sec): 3 clusters
  Score: Raw -944364.370394 + Penalty 3037.792613 = -941326.577781
  nChanged 16
		SP:Iteration 52Q (21717.430000 sec): 3 clusters
  Score: Raw -944367.794913 + Penalty 3037.792613 = -941330.002299
  nChanged 16
		SP:Iteration 53Q (21717.660000 sec): 3 clusters
  Score: Raw -944371.398635 + Penalty 3037.792613 = -941333.606021
  nChanged 17
		SP:Iteration 54Q (21717.920000 sec): 3 clusters
  Score: Raw -944375.831336 + Penalty 3037.792613 = -941338.038723
  nChanged 19
		SP:Iteration 55Q (21718.180000 sec): 3 clusters
  Score: Raw -944380.974443 + Penalty 3037.792613 = -941343.181830
  nChanged 21
		SP:Iteration 56Q (21718.410000 sec): 3 clusters
  Score: Raw -944387.754564 + Penalty 3037.792613 = -941349.961951
  nChanged 27
		SP:Iteration 57Q (21718.580000 sec): 3 clusters
  Score: Raw -944395.705421 + Penalty 3037.792613 = -941357.912808
  nChanged 22
		SP:Iteration 58Q (21718.800000 sec): 3 clusters
  Score: Raw -944402.925901 + Penalty 3037.792613 = -941365.133288
  nChanged 27
		SP:Iteration 59Q (21719.030000 sec): 3 clusters
  Score: Raw -944409.263001 + Penalty 3037.792613 = -941371.470387
  nChanged 21
		SP:Iteration 60F (21719.260000 sec): 3 clusters
  Score: Raw -944414.300549 + Penalty 3037.792613 = -941376.507936
  nChanged 20
		SP:Iteration 61Q (21719.520000 sec): 3 clusters
  Score: Raw -944419.321301 + Penalty 3037.792613 = -941381.528687
  nChanged 25
		SP:Iteration 62Q (21719.710000 sec): 3 clusters
  Score: Raw -944426.094041 + Penalty 3037.792613 = -941388.301428
  nChanged 27
		SP:Iteration 63Q (21719.940000 sec): 3 clusters
  Score: Raw -944432.758600 + Penalty 3037.792613 = -941394.965987
  nChanged 16
		SP:Iteration 64Q (21720.160000 sec): 3 clusters
  Score: Raw -944435.805294 + Penalty 3037.792613 = -941398.012681
  nChanged 10
		SP:Iteration 65Q (21720.410000 sec): 3 clusters
  Score: Raw -944437.645335 + Penalty 3037.792613 = -941399.852721
  nChanged 9
		SP:Iteration 66Q (21720.640000 sec): 3 clusters
  Score: Raw -944438.908062 + Penalty 3037.792613 = -941401.115448
  nChanged 3
		SP:Iteration 67Q (21720.860000 sec): 3 clusters
  Score: Raw -944439.627275 + Penalty 3037.792613 = -941401.834661
  nChanged 2
		SP:Iteration 68Q (21721.110000 sec): 3 clusters
  Score: Raw -944440.066319 + Penalty 3037.792613 = -941402.273706
  nChanged 2
		SP:Iteration 69Q (21721.340000 sec): 3 clusters
  Score: Raw -944440.709427 + Penalty 3037.792613 = -941402.916814
  nChanged 3
		SP:Iteration 70Q (21721.560000 sec): 3 clusters
  Score: Raw -944441.099369 + Penalty 3037.792613 = -941403.306755
  nChanged 1
		SP:Iteration 71Q (21721.790000 sec): 3 clusters
  Score: Raw -944441.345302 + Penalty 3037.792613 = -941403.552689
  nChanged 2
		SP:Iteration 72Q (21722.020000 sec): 3 clusters
  Score: Raw -944441.579197 + Penalty 3037.792613 = -941403.786583
  nChanged 1
		SP:Iteration 73Q (21722.250000 sec): 3 clusters
  Score: Raw -944441.744051 + Penalty 3037.792613 = -941403.951438
  nChanged 1
		SP:Iteration 74Q (21722.480000 sec): 3 clusters
  Score: Raw -944441.808713 + Penalty 3037.792613 = -941404.016100
  nChanged 1
		SP:Iteration 75Q (21722.740000 sec): 3 clusters
  Score: Raw -944442.096439 + Penalty 3037.792613 = -941404.303825
  nChanged 2
		SP:Iteration 76Q (21722.900000 sec): 3 clusters
  Score: Raw -944442.516047 + Penalty 3037.792613 = -941404.723434
  nChanged 0
		SP:Iteration 77F (21723.120000 sec): 3 clusters
  Score: Raw -944442.516047 + Penalty 3037.792613 = -941404.723434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (8535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21723.240000 sec): 2 clusters
  Score: Raw -671970.336963 + Penalty 1470.938728 = -670499.398234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21723.420000 sec): 3 clusters
  Score: Raw -667328.522663 + Penalty 2941.877456 = -664386.645206
  nChanged 3620
		SP:Iteration 1F (21723.640000 sec): 3 clusters
  Score: Raw -669909.387178 + Penalty 2941.877456 = -666967.509721
  nChanged 840
		SP:Iteration 2F (21723.770000 sec): 3 clusters
  Score: Raw -670770.561687 + Penalty 2941.877456 = -667828.684230
  nChanged 811
		SP:Iteration 3F (21723.940000 sec): 3 clusters
  Score: Raw -671564.031319 + Penalty 2941.877456 = -668622.153863
  nChanged 700
		SP:Iteration 4F (21724.140000 sec): 3 clusters
  Score: Raw -672244.250969 + Penalty 2941.877456 = -669302.373513
  nChanged 564
		SP:Iteration 5F (21724.280000 sec): 3 clusters
  Score: Raw -672935.896576 + Penalty 2941.877456 = -669994.019119
  nChanged 441
		SP:Iteration 6F (21724.510000 sec): 3 clusters
  Score: Raw -673703.976759 + Penalty 2941.877456 = -670762.099302
  nChanged 341
		SP:Iteration 7Q (21724.700000 sec): 3 clusters
  Score: Raw -673957.246864 + Penalty 2941.877456 = -671015.369407
  nChanged 205
		SP:Iteration 8Q (21724.940000 sec): 3 clusters
  Score: Raw -674110.260551 + Penalty 2941.877456 = -671168.383094
  nChanged 188
		SP:Iteration 9Q (21725.160000 sec): 3 clusters
  Score: Raw -674341.493682 + Penalty 2941.877456 = -671399.616226
  nChanged 233
		SP:Iteration 10Q (21725.450000 sec): 3 clusters
  Score: Raw -674712.676228 + Penalty 2941.877456 = -671770.798771
  nChanged 317
		SP:Iteration 11Q (21725.610000 sec): 3 clusters
  Score: Raw -675355.571229 + Penalty 2941.877456 = -672413.693772
  nChanged 358
		SP:Iteration 12Q (21725.860000 sec): 3 clusters
  Score: Raw -676078.028406 + Penalty 2941.877456 = -673136.150950
  nChanged 232
		SP:Iteration 13Q (21726.090000 sec): 3 clusters
  Score: Raw -676466.126557 + Penalty 2941.877456 = -673524.249100
  nChanged 112
		SP:Iteration 14Q (21726.330000 sec): 3 clusters
  Score: Raw -676575.177665 + Penalty 2941.877456 = -673633.300208
  nChanged 60
		SP:Iteration 15Q (21726.530000 sec): 3 clusters
  Score: Raw -676605.547856 + Penalty 2941.877456 = -673663.670400
  nChanged 27
		SP:Iteration 16Q (21726.790000 sec): 3 clusters
  Score: Raw -676614.427312 + Penalty 2941.877456 = -673672.549855
  nChanged 14
		SP:Iteration 17Q (21727.000000 sec): 3 clusters
  Score: Raw -676618.102516 + Penalty 2941.877456 = -673676.225059
  nChanged 8
		SP:Iteration 18Q (21727.210000 sec): 3 clusters
  Score: Raw -676619.928706 + Penalty 2941.877456 = -673678.051250
  nChanged 7
		SP:Iteration 19Q (21727.500000 sec): 3 clusters
  Score: Raw -676621.041145 + Penalty 2941.877456 = -673679.163689
  nChanged 4
		SP:Iteration 20F (21727.720000 sec): 3 clusters
  Score: Raw -676622.704855 + Penalty 2941.877456 = -673680.827398
  nChanged 5
		SP:Iteration 21Q (21727.950000 sec): 3 clusters
  Score: Raw -676624.327865 + Penalty 2941.877456 = -673682.450408
  nChanged 6
		SP:Iteration 22Q (21728.190000 sec): 3 clusters
  Score: Raw -676625.977131 + Penalty 2941.877456 = -673684.099674
  nChanged 6
		SP:Iteration 23Q (21728.400000 sec): 3 clusters
  Score: Raw -676627.368666 + Penalty 2941.877456 = -673685.491209
  nChanged 2
		SP:Iteration 24Q (21728.650000 sec): 3 clusters
  Score: Raw -676627.709418 + Penalty 2941.877456 = -673685.831962
  nChanged 1
		SP:Iteration 25Q (21728.860000 sec): 3 clusters
  Score: Raw -676627.820758 + Penalty 2941.877456 = -673685.943302
  nChanged 0
		SP:Iteration 26F (21729.070000 sec): 3 clusters
  Score: Raw -676627.820758 + Penalty 2941.877456 = -673685.943302
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21729.140000 sec): 2 clusters
  Score: Raw -39141.103241 + Penalty 1034.830418 = -38106.272823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21729.300000 sec): 3 clusters
  Score: Raw -39151.343428 + Penalty 2069.660836 = -37081.682593
  nChanged 164
		SP:Iteration 1F (21729.430000 sec): 3 clusters
  Score: Raw -39410.110158 + Penalty 2069.660836 = -37340.449323
  nChanged 47
		SP:Iteration 2F (21729.680000 sec): 3 clusters
  Score: Raw -39559.196323 + Penalty 2069.660836 = -37489.535487
  nChanged 53
		SP:Iteration 3F (21729.870000 sec): 3 clusters
  Score: Raw -39732.339285 + Penalty 2069.660836 = -37662.678450
  nChanged 43
		SP:Iteration 4F (21730.010000 sec): 3 clusters
  Score: Raw -39918.271196 + Penalty 2069.660836 = -37848.610360
  nChanged 38
		SP:Iteration 5F (21730.120000 sec): 3 clusters
  Score: Raw -40199.203307 + Penalty 2069.660836 = -38129.542471
  nChanged 40
		SP:Iteration 6F (21730.310000 sec): 3 clusters
  Score: Raw -40457.279457 + Penalty 2069.660836 = -38387.618622
  nChanged 29
		SP:Iteration 7Q (21730.470000 sec): 3 clusters
  Score: Raw -40664.948101 + Penalty 2069.660836 = -38595.287266
  nChanged 23
		SP:Iteration 8Q (21730.630000 sec): 3 clusters
  Score: Raw -40836.831848 + Penalty 2069.660836 = -38767.171012
  nChanged 6
		SP:Iteration 9Q (21730.800000 sec): 3 clusters
  Score: Raw -40896.062474 + Penalty 2069.660836 = -38826.401639
  nChanged 1
		SP:Iteration 10Q (21730.930000 sec): 3 clusters
  Score: Raw -40898.575039 + Penalty 2069.660836 = -38828.914204
  nChanged 2
		SP:Iteration 11Q (21731.130000 sec): 3 clusters
  Score: Raw -40903.035478 + Penalty 2069.660836 = -38833.374642
  nChanged 0
		SP:Iteration 12F (21731.440000 sec): 3 clusters
  Score: Raw -40910.771322 + Penalty 2069.660836 = -38841.110486
  nChanged 1
		SP:Iteration 13Q (21731.660000 sec): 3 clusters
  Score: Raw -40975.812319 + Penalty 2069.660836 = -38906.151484
  nChanged 5
		SP:Iteration 14Q (21731.860000 sec): 3 clusters
  Score: Raw -40986.939861 + Penalty 2069.660836 = -38917.279025
  nChanged 0
		SP:Iteration 15F (21731.970000 sec): 3 clusters
  Score: Raw -40986.939861 + Penalty 2069.660836 = -38917.279025
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (9605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21732.130000 sec): 2 clusters
  Score: Raw -753677.524336 + Penalty 1490.131350 = -752187.392986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21732.340000 sec): 3 clusters
  Score: Raw -748397.931824 + Penalty 2980.262699 = -745417.669125
  nChanged 4154
		SP:Iteration 1F (21732.580000 sec): 3 clusters
  Score: Raw -752406.931743 + Penalty 2980.262699 = -749426.669044
  nChanged 1355
		SP:Iteration 2F (21732.800000 sec): 3 clusters
  Score: Raw -754324.571736 + Penalty 2980.262699 = -751344.309036
  nChanged 1180
		SP:Iteration 3F (21733.020000 sec): 3 clusters
  Score: Raw -756085.058545 + Penalty 2980.262699 = -753104.795845
  nChanged 801
		SP:Iteration 4F (21733.230000 sec): 3 clusters
  Score: Raw -757363.965744 + Penalty 2980.262699 = -754383.703045
  nChanged 544
		SP:Iteration 5F (21733.570000 sec): 3 clusters
  Score: Raw -758449.131395 + Penalty 2980.262699 = -755468.868695
  nChanged 419
		SP:Iteration 6Q (21733.720000 sec): 3 clusters
  Score: Raw -759449.404788 + Penalty 2980.262699 = -756469.142088
  nChanged 382
		SP:Iteration 7Q (21733.920000 sec): 3 clusters
  Score: Raw -760246.634441 + Penalty 2980.262699 = -757266.371741
  nChanged 235
		SP:Iteration 8Q (21734.150000 sec): 3 clusters
  Score: Raw -760489.371735 + Penalty 2980.262699 = -757509.109035
  nChanged 132
		SP:Iteration 9Q (21734.360000 sec): 3 clusters
  Score: Raw -760566.816158 + Penalty 2980.262699 = -757586.553459
  nChanged 59
		SP:Iteration 10Q (21734.590000 sec): 3 clusters
  Score: Raw -760590.726696 + Penalty 2980.262699 = -757610.463997
  nChanged 40
		SP:Iteration 11Q (21734.760000 sec): 3 clusters
  Score: Raw -760605.455982 + Penalty 2980.262699 = -757625.193283
  nChanged 21
		SP:Iteration 12Q (21735.010000 sec): 3 clusters
  Score: Raw -760613.222372 + Penalty 2980.262699 = -757632.959673
  nChanged 23
		SP:Iteration 13Q (21735.230000 sec): 3 clusters
  Score: Raw -760621.597513 + Penalty 2980.262699 = -757641.334814
  nChanged 14
		SP:Iteration 14Q (21735.410000 sec): 3 clusters
  Score: Raw -760626.842685 + Penalty 2980.262699 = -757646.579985
  nChanged 13
		SP:Iteration 15Q (21735.600000 sec): 3 clusters
  Score: Raw -760632.053970 + Penalty 2980.262699 = -757651.791270
  nChanged 14
		SP:Iteration 16Q (21735.790000 sec): 3 clusters
  Score: Raw -760637.583726 + Penalty 2980.262699 = -757657.321026
  nChanged 14
		SP:Iteration 17Q (21736.010000 sec): 3 clusters
  Score: Raw -760644.473859 + Penalty 2980.262699 = -757664.211160
  nChanged 17
		SP:Iteration 18Q (21736.200000 sec): 3 clusters
  Score: Raw -760654.460482 + Penalty 2980.262699 = -757674.197782
  nChanged 20
		SP:Iteration 19Q (21736.440000 sec): 3 clusters
  Score: Raw -760670.209081 + Penalty 2980.262699 = -757689.946382
  nChanged 27
		SP:Iteration 20F (21736.620000 sec): 3 clusters
  Score: Raw -760702.835844 + Penalty 2980.262699 = -757722.573145
  nChanged 30
		SP:Iteration 21Q (21736.820000 sec): 3 clusters
  Score: Raw -760747.336656 + Penalty 2980.262699 = -757767.073956
  nChanged 36
		SP:Iteration 22Q (21737.070000 sec): 3 clusters
  Score: Raw -760800.674842 + Penalty 2980.262699 = -757820.412142
  nChanged 37
		SP:Iteration 23Q (21737.280000 sec): 3 clusters
  Score: Raw -760842.564804 + Penalty 2980.262699 = -757862.302105
  nChanged 28
		SP:Iteration 24Q (21737.470000 sec): 3 clusters
  Score: Raw -760859.728245 + Penalty 2980.262699 = -757879.465545
  nChanged 16
		SP:Iteration 25Q (21737.700000 sec): 3 clusters
  Score: Raw -760866.808236 + Penalty 2980.262699 = -757886.545537
  nChanged 15
		SP:Iteration 26Q (21737.960000 sec): 3 clusters
  Score: Raw -760872.032382 + Penalty 2980.262699 = -757891.769683
  nChanged 7
		SP:Iteration 27Q (21738.160000 sec): 3 clusters
  Score: Raw -760873.466043 + Penalty 2980.262699 = -757893.203343
  nChanged 3
		SP:Iteration 28Q (21738.380000 sec): 3 clusters
  Score: Raw -760874.500804 + Penalty 2980.262699 = -757894.238105
  nChanged 4
		SP:Iteration 29Q (21738.580000 sec): 3 clusters
  Score: Raw -760875.850679 + Penalty 2980.262699 = -757895.587980
  nChanged 1
		SP:Iteration 30Q (21738.790000 sec): 3 clusters
  Score: Raw -760876.033826 + Penalty 2980.262699 = -757895.771126
  nChanged 1
		SP:Iteration 31Q (21739.010000 sec): 3 clusters
  Score: Raw -760876.460556 + Penalty 2980.262699 = -757896.197857
  nChanged 1
		SP:Iteration 32Q (21739.220000 sec): 3 clusters
  Score: Raw -760876.534719 + Penalty 2980.262699 = -757896.272020
  nChanged 0
		SP:Iteration 33F (21739.420000 sec): 3 clusters
  Score: Raw -760876.534719 + Penalty 2980.262699 = -757896.272020
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (8870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21739.570000 sec): 2 clusters
  Score: Raw -706115.185588 + Penalty 1477.194887 = -704637.990701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21739.760000 sec): 3 clusters
  Score: Raw -701205.784239 + Penalty 2954.389774 = -698251.394464
  nChanged 3799
		SP:Iteration 1F (21739.970000 sec): 3 clusters
  Score: Raw -704115.369813 + Penalty 2954.389774 = -701160.980039
  nChanged 1050
		SP:Iteration 2F (21740.220000 sec): 3 clusters
  Score: Raw -705554.663888 + Penalty 2954.389774 = -702600.274113
  nChanged 953
		SP:Iteration 3F (21740.400000 sec): 3 clusters
  Score: Raw -706653.156984 + Penalty 2954.389774 = -703698.767210
  nChanged 610
		SP:Iteration 4F (21740.590000 sec): 3 clusters
  Score: Raw -707192.700297 + Penalty 2954.389774 = -704238.310522
  nChanged 407
		SP:Iteration 5Q (21740.720000 sec): 3 clusters
  Score: Raw -707446.335031 + Penalty 2954.389774 = -704491.945257
  nChanged 267
		SP:Iteration 6Q (21740.910000 sec): 3 clusters
  Score: Raw -707565.701734 + Penalty 2954.389774 = -704611.311960
  nChanged 173
		SP:Iteration 7Q (21741.100000 sec): 3 clusters
  Score: Raw -707626.241936 + Penalty 2954.389774 = -704671.852162
  nChanged 126
		SP:Iteration 8Q (21741.260000 sec): 3 clusters
  Score: Raw -707662.136206 + Penalty 2954.389774 = -704707.746432
  nChanged 73
		SP:Iteration 9Q (21741.430000 sec): 3 clusters
  Score: Raw -707678.722749 + Penalty 2954.389774 = -704724.332974
  nChanged 56
		SP:Iteration 10Q (21741.610000 sec): 3 clusters
  Score: Raw -707688.535447 + Penalty 2954.389774 = -704734.145673
  nChanged 42
		SP:Iteration 11Q (21741.780000 sec): 3 clusters
  Score: Raw -707695.638942 + Penalty 2954.389774 = -704741.249167
  nChanged 36
		SP:Iteration 12Q (21741.950000 sec): 3 clusters
  Score: Raw -707700.958940 + Penalty 2954.389774 = -704746.569165
  nChanged 24
		SP:Iteration 13Q (21742.170000 sec): 3 clusters
  Score: Raw -707704.744928 + Penalty 2954.389774 = -704750.355154
  nChanged 18
		SP:Iteration 14Q (21742.370000 sec): 3 clusters
  Score: Raw -707707.654396 + Penalty 2954.389774 = -704753.264621
  nChanged 13
		SP:Iteration 15Q (21742.550000 sec): 3 clusters
  Score: Raw -707709.649912 + Penalty 2954.389774 = -704755.260138
  nChanged 17
		SP:Iteration 16Q (21742.710000 sec): 3 clusters
  Score: Raw -707711.733505 + Penalty 2954.389774 = -704757.343731
  nChanged 19
		SP:Iteration 17Q (21742.890000 sec): 3 clusters
  Score: Raw -707714.615803 + Penalty 2954.389774 = -704760.226029
  nChanged 23
		SP:Iteration 18Q (21743.100000 sec): 3 clusters
  Score: Raw -707717.531834 + Penalty 2954.389774 = -704763.142060
  nChanged 18
		SP:Iteration 19Q (21743.310000 sec): 3 clusters
  Score: Raw -707719.549006 + Penalty 2954.389774 = -704765.159232
  nChanged 12
		SP:Iteration 20F (21743.500000 sec): 3 clusters
  Score: Raw -707720.681365 + Penalty 2954.389774 = -704766.291590
  nChanged 7
		SP:Iteration 21Q (21743.710000 sec): 3 clusters
  Score: Raw -707721.340043 + Penalty 2954.389774 = -704766.950268
  nChanged 9
		SP:Iteration 22Q (21743.920000 sec): 3 clusters
  Score: Raw -707722.480608 + Penalty 2954.389774 = -704768.090834
  nChanged 9
		SP:Iteration 23Q (21744.120000 sec): 3 clusters
  Score: Raw -707723.812675 + Penalty 2954.389774 = -704769.422900
  nChanged 9
		SP:Iteration 24Q (21744.310000 sec): 3 clusters
  Score: Raw -707724.800490 + Penalty 2954.389774 = -704770.410716
  nChanged 6
		SP:Iteration 25Q (21744.510000 sec): 3 clusters
  Score: Raw -707725.474477 + Penalty 2954.389774 = -704771.084702
  nChanged 3
		SP:Iteration 26Q (21744.800000 sec): 3 clusters
  Score: Raw -707725.727833 + Penalty 2954.389774 = -704771.338059
  nChanged 8
		SP:Iteration 27Q (21744.930000 sec): 3 clusters
  Score: Raw -707726.592401 + Penalty 2954.389774 = -704772.202627
  nChanged 4
		SP:Iteration 28Q (21745.140000 sec): 3 clusters
  Score: Raw -707726.984316 + Penalty 2954.389774 = -704772.594542
  nChanged 2
		SP:Iteration 29Q (21745.350000 sec): 3 clusters
  Score: Raw -707727.165619 + Penalty 2954.389774 = -704772.775844
  nChanged 1
		SP:Iteration 30Q (21745.550000 sec): 3 clusters
  Score: Raw -707727.214978 + Penalty 2954.389774 = -704772.825203
  nChanged 0
		SP:Iteration 31F (21745.720000 sec): 3 clusters
  Score: Raw -707727.214978 + Penalty 2954.389774 = -704772.825203
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21745.790000 sec): 2 clusters
  Score: Raw -118783.162038 + Penalty 1241.754222 = -117541.407816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21745.950000 sec): 3 clusters
  Score: Raw -117999.483163 + Penalty 2483.508443 = -115515.974720
  nChanged 783
		SP:Iteration 1F (21746.110000 sec): 3 clusters
  Score: Raw -119232.785621 + Penalty 2483.508443 = -116749.277178
  nChanged 292
		SP:Iteration 2F (21746.270000 sec): 3 clusters
  Score: Raw -119830.451320 + Penalty 2483.508443 = -117346.942876
  nChanged 164
		SP:Iteration 3F (21746.430000 sec): 3 clusters
  Score: Raw -120198.460735 + Penalty 2483.508443 = -117714.952292
  nChanged 95
		SP:Iteration 4Q (21746.590000 sec): 3 clusters
  Score: Raw -120443.433088 + Penalty 2483.508443 = -117959.924645
  nChanged 67
		SP:Iteration 5Q (21746.750000 sec): 3 clusters
  Score: Raw -120519.566267 + Penalty 2483.508443 = -118036.057824
  nChanged 31
		SP:Iteration 6Q (21746.910000 sec): 3 clusters
  Score: Raw -120573.027343 + Penalty 2483.508443 = -118089.518900
  nChanged 28
		SP:Iteration 7Q (21747.070000 sec): 3 clusters
  Score: Raw -120653.349172 + Penalty 2483.508443 = -118169.840729
  nChanged 27
		SP:Iteration 8Q (21747.230000 sec): 3 clusters
  Score: Raw -120703.369008 + Penalty 2483.508443 = -118219.860564
  nChanged 19
		SP:Iteration 9Q (21747.390000 sec): 3 clusters
  Score: Raw -120720.346912 + Penalty 2483.508443 = -118236.838469
  nChanged 14
		SP:Iteration 10Q (21747.570000 sec): 3 clusters
  Score: Raw -120738.060632 + Penalty 2483.508443 = -118254.552189
  nChanged 18
		SP:Iteration 11Q (21747.720000 sec): 3 clusters
  Score: Raw -120754.762315 + Penalty 2483.508443 = -118271.253871
  nChanged 12
		SP:Iteration 12Q (21747.880000 sec): 3 clusters
  Score: Raw -120769.868260 + Penalty 2483.508443 = -118286.359816
  nChanged 18
		SP:Iteration 13Q (21748.040000 sec): 3 clusters
  Score: Raw -120795.755477 + Penalty 2483.508443 = -118312.247033
  nChanged 18
		SP:Iteration 14Q (21748.200000 sec): 3 clusters
  Score: Raw -120811.907688 + Penalty 2483.508443 = -118328.399244
  nChanged 14
		SP:Iteration 15Q (21748.360000 sec): 3 clusters
  Score: Raw -120820.179274 + Penalty 2483.508443 = -118336.670830
  nChanged 10
		SP:Iteration 16Q (21748.520000 sec): 3 clusters
  Score: Raw -120826.574149 + Penalty 2483.508443 = -118343.065706
  nChanged 6
		SP:Iteration 17Q (21748.680000 sec): 3 clusters
  Score: Raw -120830.842525 + Penalty 2483.508443 = -118347.334082
  nChanged 2
		SP:Iteration 18Q (21748.840000 sec): 3 clusters
  Score: Raw -120835.357413 + Penalty 2483.508443 = -118351.848969
  nChanged 6
		SP:Iteration 19Q (21749.060000 sec): 3 clusters
  Score: Raw -120838.321785 + Penalty 2483.508443 = -118354.813342
  nChanged 5
		SP:Iteration 20F (21749.230000 sec): 3 clusters
  Score: Raw -120841.157954 + Penalty 2483.508443 = -118357.649510
  nChanged 3
		SP:Iteration 21Q (21749.440000 sec): 3 clusters
  Score: Raw -120842.123466 + Penalty 2483.508443 = -118358.615022
  nChanged 2
		SP:Iteration 22Q (21749.600000 sec): 3 clusters
  Score: Raw -120842.685748 + Penalty 2483.508443 = -118359.177305
  nChanged 1
		SP:Iteration 23Q (21749.780000 sec): 3 clusters
  Score: Raw -120843.025883 + Penalty 2483.508443 = -118359.517440
  nChanged 3
		SP:Iteration 24Q (21749.990000 sec): 3 clusters
  Score: Raw -120844.112042 + Penalty 2483.508443 = -118360.603599
  nChanged 0
		SP:Iteration 25F (21750.140000 sec): 3 clusters
  Score: Raw -120844.112042 + Penalty 2483.508443 = -118360.603599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21750.250000 sec): 2 clusters
  Score: Raw -100296.622327 + Penalty 1164.141336 = -99132.480991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21750.470000 sec): 3 clusters
  Score: Raw -99872.209614 + Penalty 2328.282672 = -97543.926942
  nChanged 433
		SP:Iteration 1F (21750.630000 sec): 3 clusters
  Score: Raw -100186.921680 + Penalty 2328.282672 = -97858.639008
  nChanged 104
		SP:Iteration 2F (21750.820000 sec): 3 clusters
  Score: Raw -100350.552611 + Penalty 2328.282672 = -98022.269939
  nChanged 109
		SP:Iteration 3F (21751.040000 sec): 3 clusters
  Score: Raw -100597.876741 + Penalty 2328.282672 = -98269.594069
  nChanged 101
		SP:Iteration 4F (21751.230000 sec): 3 clusters
  Score: Raw -100925.285068 + Penalty 2328.282672 = -98597.002396
  nChanged 97
		SP:Iteration 5F (21751.390000 sec): 3 clusters
  Score: Raw -101367.781276 + Penalty 2328.282672 = -99039.498604
  nChanged 121
		SP:Iteration 6F (21751.560000 sec): 3 clusters
  Score: Raw -102002.446275 + Penalty 2328.282672 = -99674.163603
  nChanged 105
		SP:Iteration 7F (21751.790000 sec): 3 clusters
  Score: Raw -102850.598611 + Penalty 2328.282672 = -100522.315939
  nChanged 90
		SP:Iteration 8F (21751.970000 sec): 3 clusters
  Score: Raw -103720.984008 + Penalty 2328.282672 = -101392.701336
  nChanged 35
		SP:Iteration 9Q (21752.150000 sec): 3 clusters
  Score: Raw -104575.518667 + Penalty 2328.282672 = -102247.235995
  nChanged 0
		SP:Iteration 10F (21752.300000 sec): 3 clusters
  Score: Raw -104575.518667 + Penalty 2328.282672 = -102247.235995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (9293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21752.440000 sec): 2 clusters
  Score: Raw -738216.143925 + Penalty 1484.765215 = -736731.378710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21752.660000 sec): 3 clusters
  Score: Raw -732990.898109 + Penalty 2969.530430 = -730021.367679
  nChanged 3979
		SP:Iteration 1F (21752.820000 sec): 3 clusters
  Score: Raw -735509.745823 + Penalty 2969.530430 = -732540.215393
  nChanged 791
		SP:Iteration 2F (21753.080000 sec): 3 clusters
  Score: Raw -736114.705719 + Penalty 2969.530430 = -733145.175289
  nChanged 772
		SP:Iteration 3F (21753.300000 sec): 3 clusters
  Score: Raw -736715.584983 + Penalty 2969.530430 = -733746.054553
  nChanged 690
		SP:Iteration 4F (21753.510000 sec): 3 clusters
  Score: Raw -737228.095084 + Penalty 2969.530430 = -734258.564654
  nChanged 605
		SP:Iteration 5F (21753.770000 sec): 3 clusters
  Score: Raw -737633.750860 + Penalty 2969.530430 = -734664.220430
  nChanged 507
		SP:Iteration 6F (21754.010000 sec): 3 clusters
  Score: Raw -737964.150665 + Penalty 2969.530430 = -734994.620236
  nChanged 402
		SP:Iteration 7Q (21754.230000 sec): 3 clusters
  Score: Raw -738208.769131 + Penalty 2969.530430 = -735239.238701
  nChanged 333
		SP:Iteration 8Q (21754.460000 sec): 3 clusters
  Score: Raw -738394.465496 + Penalty 2969.530430 = -735424.935066
  nChanged 263
		SP:Iteration 9Q (21754.650000 sec): 3 clusters
  Score: Raw -738517.170592 + Penalty 2969.530430 = -735547.640162
  nChanged 210
		SP:Iteration 10Q (21754.840000 sec): 3 clusters
  Score: Raw -738630.129670 + Penalty 2969.530430 = -735660.599240
  nChanged 192
		SP:Iteration 11Q (21755.090000 sec): 3 clusters
  Score: Raw -738749.964668 + Penalty 2969.530430 = -735780.434238
  nChanged 204
		SP:Iteration 12Q (21755.300000 sec): 3 clusters
  Score: Raw -739017.543923 + Penalty 2969.530430 = -736048.013493
  nChanged 250
		SP:Iteration 13Q (21755.580000 sec): 3 clusters
  Score: Raw -739451.622608 + Penalty 2969.530430 = -736482.092178
  nChanged 277
		SP:Iteration 14Q (21755.790000 sec): 3 clusters
  Score: Raw -739784.586696 + Penalty 2969.530430 = -736815.056266
  nChanged 237
		SP:Iteration 15Q (21756.010000 sec): 3 clusters
  Score: Raw -739911.521498 + Penalty 2969.530430 = -736941.991068
  nChanged 136
		SP:Iteration 16Q (21756.330000 sec): 3 clusters
  Score: Raw -739969.920604 + Penalty 2969.530430 = -737000.390174
  nChanged 87
		SP:Iteration 17Q (21756.480000 sec): 3 clusters
  Score: Raw -740017.332095 + Penalty 2969.530430 = -737047.801665
  nChanged 75
		SP:Iteration 18Q (21756.720000 sec): 3 clusters
  Score: Raw -740046.694001 + Penalty 2969.530430 = -737077.163571
  nChanged 48
		SP:Iteration 19Q (21757.000000 sec): 3 clusters
  Score: Raw -740059.229649 + Penalty 2969.530430 = -737089.699219
  nChanged 34
		SP:Iteration 20F (21757.200000 sec): 3 clusters
  Score: Raw -740066.567330 + Penalty 2969.530430 = -737097.036900
  nChanged 34
		SP:Iteration 21Q (21757.430000 sec): 3 clusters
  Score: Raw -740073.626383 + Penalty 2969.530430 = -737104.095953
  nChanged 21
		SP:Iteration 22Q (21757.580000 sec): 3 clusters
  Score: Raw -740077.276896 + Penalty 2969.530430 = -737107.746466
  nChanged 15
		SP:Iteration 23Q (21757.780000 sec): 3 clusters
  Score: Raw -740079.747988 + Penalty 2969.530430 = -737110.217558
  nChanged 14
		SP:Iteration 24Q (21758.000000 sec): 3 clusters
  Score: Raw -740081.513363 + Penalty 2969.530430 = -737111.982933
  nChanged 7
		SP:Iteration 25Q (21758.170000 sec): 3 clusters
  Score: Raw -740082.005177 + Penalty 2969.530430 = -737112.474747
  nChanged 0
		SP:Iteration 26F (21758.400000 sec): 3 clusters
  Score: Raw -740082.005177 + Penalty 2969.530430 = -737112.474747
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (153202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21759.230000 sec): 2 clusters
  Score: Raw -12909473.540575 + Penalty 1940.170796 = -12907533.369779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21760.390000 sec): 3 clusters
  Score: Raw -12808530.280537 + Penalty 3880.341592 = -12804649.938945
  nChanged 73887
		SP:Iteration 1F (21761.480000 sec): 3 clusters
  Score: Raw -12852832.475500 + Penalty 3880.341592 = -12848952.133908
  nChanged 6235
		SP:Iteration 2Q (21762.550000 sec): 3 clusters
  Score: Raw -12855066.701230 + Penalty 3880.341592 = -12851186.359638
  nChanged 7531
		SP:Iteration 3Q (21763.990000 sec): 3 clusters
  Score: Raw -12858478.355269 + Penalty 3880.341592 = -12854598.013677
  nChanged 8968
		SP:Iteration 4F (21765.350000 sec): 3 clusters
  Score: Raw -12863225.661150 + Penalty 3880.341592 = -12859345.319558
  nChanged 9715
		SP:Iteration 5F (21766.680000 sec): 3 clusters
  Score: Raw -12868548.722291 + Penalty 3880.341592 = -12864668.380699
  nChanged 9275
		SP:Iteration 6F (21768.000000 sec): 3 clusters
  Score: Raw -12873368.274617 + Penalty 3880.341592 = -12869487.933025
  nChanged 8370
		SP:Iteration 7F (21769.050000 sec): 3 clusters
  Score: Raw -12877558.824006 + Penalty 3880.341592 = -12873678.482414
  nChanged 7248
		SP:Iteration 8Q (21770.190000 sec): 3 clusters
  Score: Raw -12881599.303553 + Penalty 3880.341592 = -12877718.961961
  nChanged 6516
		SP:Iteration 9Q (21771.340000 sec): 3 clusters
  Score: Raw -12885763.818021 + Penalty 3880.341592 = -12881883.476428
  nChanged 6066
		SP:Iteration 10Q (21772.630000 sec): 3 clusters
  Score: Raw -12890155.764466 + Penalty 3880.341592 = -12886275.422874
  nChanged 5506
		SP:Iteration 11Q (21773.740000 sec): 3 clusters
  Score: Raw -12894236.777584 + Penalty 3880.341592 = -12890356.435992
  nChanged 4828
		SP:Iteration 12Q (21774.840000 sec): 3 clusters
  Score: Raw -12897289.721004 + Penalty 3880.341592 = -12893409.379412
  nChanged 3732
		SP:Iteration 13Q (21775.840000 sec): 3 clusters
  Score: Raw -12899239.400735 + Penalty 3880.341592 = -12895359.059143
  nChanged 2760
		SP:Iteration 14Q (21776.930000 sec): 3 clusters
  Score: Raw -12900450.052806 + Penalty 3880.341592 = -12896569.711214
  nChanged 2345
		SP:Iteration 15Q (21777.880000 sec): 3 clusters
  Score: Raw -12901386.898026 + Penalty 3880.341592 = -12897506.556434
  nChanged 2275
		SP:Iteration 16Q (21778.920000 sec): 3 clusters
  Score: Raw -12902281.000639 + Penalty 3880.341592 = -12898400.659047
  nChanged 2200
		SP:Iteration 17Q (21779.900000 sec): 3 clusters
  Score: Raw -12903147.374037 + Penalty 3880.341592 = -12899267.032445
  nChanged 2143
		SP:Iteration 18Q (21780.940000 sec): 3 clusters
  Score: Raw -12904019.887147 + Penalty 3880.341592 = -12900139.545554
  nChanged 2065
		SP:Iteration 19Q (21782.150000 sec): 3 clusters
  Score: Raw -12904896.037338 + Penalty 3880.341592 = -12901015.695746
  nChanged 1947
		SP:Iteration 20F (21783.280000 sec): 3 clusters
  Score: Raw -12905755.335714 + Penalty 3880.341592 = -12901874.994122
  nChanged 1760
		SP:Iteration 21Q (21784.490000 sec): 3 clusters
  Score: Raw -12906541.895174 + Penalty 3880.341592 = -12902661.553582
  nChanged 1555
		SP:Iteration 22Q (21785.720000 sec): 3 clusters
  Score: Raw -12907277.695836 + Penalty 3880.341592 = -12903397.354244
  nChanged 1416
		SP:Iteration 23Q (21786.720000 sec): 3 clusters
  Score: Raw -12908022.161060 + Penalty 3880.341592 = -12904141.819468
  nChanged 1259
		SP:Iteration 24Q (21787.660000 sec): 3 clusters
  Score: Raw -12908779.889368 + Penalty 3880.341592 = -12904899.547776
  nChanged 1061
		SP:Iteration 25Q (21788.600000 sec): 3 clusters
  Score: Raw -12909487.529635 + Penalty 3880.341592 = -12905607.188042
  nChanged 830
		SP:Iteration 26Q (21789.550000 sec): 3 clusters
  Score: Raw -12910057.317617 + Penalty 3880.341592 = -12906176.976024
  nChanged 669
		SP:Iteration 27Q (21790.520000 sec): 3 clusters
  Score: Raw -12910499.510569 + Penalty 3880.341592 = -12906619.168977
  nChanged 514
		SP:Iteration 28Q (21791.520000 sec): 3 clusters
  Score: Raw -12910804.903889 + Penalty 3880.341592 = -12906924.562297
  nChanged 423
		SP:Iteration 29Q (21792.450000 sec): 3 clusters
  Score: Raw -12911013.050779 + Penalty 3880.341592 = -12907132.709186
  nChanged 348
		SP:Iteration 30Q (21793.430000 sec): 3 clusters
  Score: Raw -12911170.599626 + Penalty 3880.341592 = -12907290.258033
  nChanged 266
		SP:Iteration 31Q (21794.400000 sec): 3 clusters
  Score: Raw -12911270.573154 + Penalty 3880.341592 = -12907390.231562
  nChanged 208
		SP:Iteration 32Q (21795.420000 sec): 3 clusters
  Score: Raw -12911349.765295 + Penalty 3880.341592 = -12907469.423703
  nChanged 182
		SP:Iteration 33Q (21796.460000 sec): 3 clusters
  Score: Raw -12911404.464568 + Penalty 3880.341592 = -12907524.122976
  nChanged 134
		SP:Iteration 34Q (21797.420000 sec): 3 clusters
  Score: Raw -12911437.222810 + Penalty 3880.341592 = -12907556.881218
  nChanged 114
		SP:Iteration 35Q (21798.630000 sec): 3 clusters
  Score: Raw -12911462.199238 + Penalty 3880.341592 = -12907581.857646
  nChanged 91
		SP:Iteration 36Q (21799.830000 sec): 3 clusters
  Score: Raw -12911479.847846 + Penalty 3880.341592 = -12907599.506254
  nChanged 72
		SP:Iteration 37Q (21801.010000 sec): 3 clusters
  Score: Raw -12911491.057984 + Penalty 3880.341592 = -12907610.716392
  nChanged 52
		SP:Iteration 38Q (21802.190000 sec): 3 clusters
  Score: Raw -12911502.648929 + Penalty 3880.341592 = -12907622.307337
  nChanged 64
		SP:Iteration 39Q (21803.140000 sec): 3 clusters
  Score: Raw -12911512.798085 + Penalty 3880.341592 = -12907632.456493
  nChanged 47
		SP:Iteration 40F (21804.100000 sec): 3 clusters
  Score: Raw -12911519.537327 + Penalty 3880.341592 = -12907639.195734
  nChanged 39
		SP:Iteration 41Q (21805.050000 sec): 3 clusters
  Score: Raw -12911524.869195 + Penalty 3880.341592 = -12907644.527603
  nChanged 31
		SP:Iteration 42Q (21805.960000 sec): 3 clusters
  Score: Raw -12911528.185533 + Penalty 3880.341592 = -12907647.843941
  nChanged 24
		SP:Iteration 43Q (21806.890000 sec): 3 clusters
  Score: Raw -12911530.401897 + Penalty 3880.341592 = -12907650.060305
  nChanged 18
		SP:Iteration 44Q (21807.810000 sec): 3 clusters
  Score: Raw -12911532.200955 + Penalty 3880.341592 = -12907651.859363
  nChanged 17
		SP:Iteration 45Q (21808.720000 sec): 3 clusters
  Score: Raw -12911534.889217 + Penalty 3880.341592 = -12907654.547625
  nChanged 19
		SP:Iteration 46Q (21809.530000 sec): 3 clusters
  Score: Raw -12911537.600986 + Penalty 3880.341592 = -12907657.259393
  nChanged 25
		SP:Iteration 47Q (21810.430000 sec): 3 clusters
  Score: Raw -12911541.354337 + Penalty 3880.341592 = -12907661.012745
  nChanged 23
		SP:Iteration 48Q (21811.370000 sec): 3 clusters
  Score: Raw -12911544.718625 + Penalty 3880.341592 = -12907664.377032
  nChanged 16
		SP:Iteration 49Q (21812.390000 sec): 3 clusters
  Score: Raw -12911546.642601 + Penalty 3880.341592 = -12907666.301009
  nChanged 11
		SP:Iteration 50Q (21813.630000 sec): 3 clusters
  Score: Raw -12911547.688298 + Penalty 3880.341592 = -12907667.346706
  nChanged 11
		SP:Iteration 51Q (21814.850000 sec): 3 clusters
  Score: Raw -12911548.928379 + Penalty 3880.341592 = -12907668.586787
  nChanged 10
		SP:Iteration 52Q (21816.080000 sec): 3 clusters
  Score: Raw -12911549.835337 + Penalty 3880.341592 = -12907669.493744
  nChanged 5
		SP:Iteration 53Q (21817.050000 sec): 3 clusters
  Score: Raw -12911550.412302 + Penalty 3880.341592 = -12907670.070710
  nChanged 8
		SP:Iteration 54Q (21817.970000 sec): 3 clusters
  Score: Raw -12911550.905760 + Penalty 3880.341592 = -12907670.564168
  nChanged 2
		SP:Iteration 55Q (21818.920000 sec): 3 clusters
  Score: Raw -12911551.082889 + Penalty 3880.341592 = -12907670.741297
  nChanged 0
		SP:Iteration 56F (21819.990000 sec): 3 clusters
  Score: Raw -12911551.082889 + Penalty 3880.341592 = -12907670.741297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (10484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21820.180000 sec): 2 clusters
  Score: Raw -886563.111307 + Penalty 1504.360904 = -885058.750402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21820.450000 sec): 3 clusters
  Score: Raw -880594.203286 + Penalty 3008.721808 = -877585.481477
  nChanged 4571
		SP:Iteration 1F (21820.660000 sec): 3 clusters
  Score: Raw -883184.658710 + Penalty 3008.721808 = -880175.936902
  nChanged 774
		SP:Iteration 2F (21820.900000 sec): 3 clusters
  Score: Raw -883588.161792 + Penalty 3008.721808 = -880579.439983
  nChanged 651
		SP:Iteration 3F (21821.100000 sec): 3 clusters
  Score: Raw -883961.450187 + Penalty 3008.721808 = -880952.728379
  nChanged 643
		SP:Iteration 4F (21821.310000 sec): 3 clusters
  Score: Raw -884374.689535 + Penalty 3008.721808 = -881365.967726
  nChanged 623
		SP:Iteration 5F (21821.510000 sec): 3 clusters
  Score: Raw -884737.868278 + Penalty 3008.721808 = -881729.146470
  nChanged 537
		SP:Iteration 6F (21821.680000 sec): 3 clusters
  Score: Raw -885030.389184 + Penalty 3008.721808 = -882021.667376
  nChanged 471
		SP:Iteration 7Q (21821.870000 sec): 3 clusters
  Score: Raw -885272.034191 + Penalty 3008.721808 = -882263.312383
  nChanged 403
		SP:Iteration 8Q (21822.110000 sec): 3 clusters
  Score: Raw -885442.614813 + Penalty 3008.721808 = -882433.893004
  nChanged 316
		SP:Iteration 9Q (21822.360000 sec): 3 clusters
  Score: Raw -885574.176222 + Penalty 3008.721808 = -882565.454414
  nChanged 262
		SP:Iteration 10Q (21822.590000 sec): 3 clusters
  Score: Raw -885667.352078 + Penalty 3008.721808 = -882658.630269
  nChanged 222
		SP:Iteration 11Q (21822.890000 sec): 3 clusters
  Score: Raw -885735.567025 + Penalty 3008.721808 = -882726.845217
  nChanged 157
		SP:Iteration 12Q (21823.120000 sec): 3 clusters
  Score: Raw -885778.998635 + Penalty 3008.721808 = -882770.276826
  nChanged 148
		SP:Iteration 13Q (21823.370000 sec): 3 clusters
  Score: Raw -885819.329679 + Penalty 3008.721808 = -882810.607870
  nChanged 129
		SP:Iteration 14Q (21823.620000 sec): 3 clusters
  Score: Raw -885850.271741 + Penalty 3008.721808 = -882841.549932
  nChanged 88
		SP:Iteration 15Q (21823.860000 sec): 3 clusters
  Score: Raw -885868.082565 + Penalty 3008.721808 = -882859.360757
  nChanged 73
		SP:Iteration 16Q (21824.130000 sec): 3 clusters
  Score: Raw -885882.745473 + Penalty 3008.721808 = -882874.023664
  nChanged 61
		SP:Iteration 17Q (21824.350000 sec): 3 clusters
  Score: Raw -885899.029569 + Penalty 3008.721808 = -882890.307760
  nChanged 75
		SP:Iteration 18Q (21824.540000 sec): 3 clusters
  Score: Raw -885917.878003 + Penalty 3008.721808 = -882909.156194
  nChanged 83
		SP:Iteration 19Q (21824.810000 sec): 3 clusters
  Score: Raw -885938.361703 + Penalty 3008.721808 = -882929.639894
  nChanged 58
		SP:Iteration 20F (21825.020000 sec): 3 clusters
  Score: Raw -885952.498249 + Penalty 3008.721808 = -882943.776441
  nChanged 76
		SP:Iteration 21Q (21825.230000 sec): 3 clusters
  Score: Raw -885974.846307 + Penalty 3008.721808 = -882966.124499
  nChanged 96
		SP:Iteration 22Q (21825.450000 sec): 3 clusters
  Score: Raw -886016.089635 + Penalty 3008.721808 = -883007.367827
  nChanged 118
		SP:Iteration 23Q (21825.650000 sec): 3 clusters
  Score: Raw -886068.600737 + Penalty 3008.721808 = -883059.878929
  nChanged 132
		SP:Iteration 24Q (21825.910000 sec): 3 clusters
  Score: Raw -886128.346677 + Penalty 3008.721808 = -883119.624869
  nChanged 137
		SP:Iteration 25Q (21826.070000 sec): 3 clusters
  Score: Raw -886191.729902 + Penalty 3008.721808 = -883183.008094
  nChanged 137
		SP:Iteration 26Q (21826.340000 sec): 3 clusters
  Score: Raw -886270.495322 + Penalty 3008.721808 = -883261.773514
  nChanged 146
		SP:Iteration 27Q (21826.610000 sec): 3 clusters
  Score: Raw -886351.501649 + Penalty 3008.721808 = -883342.779841
  nChanged 132
		SP:Iteration 28Q (21826.830000 sec): 3 clusters
  Score: Raw -886424.610849 + Penalty 3008.721808 = -883415.889041
  nChanged 129
		SP:Iteration 29Q (21827.050000 sec): 3 clusters
  Score: Raw -886486.323409 + Penalty 3008.721808 = -883477.601601
  nChanged 121
		SP:Iteration 30Q (21827.270000 sec): 3 clusters
  Score: Raw -886549.902056 + Penalty 3008.721808 = -883541.180248
  nChanged 117
		SP:Iteration 31Q (21827.490000 sec): 3 clusters
  Score: Raw -886608.292589 + Penalty 3008.721808 = -883599.570781
  nChanged 101
		SP:Iteration 32Q (21827.730000 sec): 3 clusters
  Score: Raw -886658.210007 + Penalty 3008.721808 = -883649.488198
  nChanged 96
		SP:Iteration 33Q (21827.940000 sec): 3 clusters
  Score: Raw -886703.280522 + Penalty 3008.721808 = -883694.558713
  nChanged 94
		SP:Iteration 34Q (21828.110000 sec): 3 clusters
  Score: Raw -886745.721472 + Penalty 3008.721808 = -883736.999664
  nChanged 83
		SP:Iteration 35Q (21828.360000 sec): 3 clusters
  Score: Raw -886776.842340 + Penalty 3008.721808 = -883768.120532
  nChanged 76
		SP:Iteration 36Q (21828.610000 sec): 3 clusters
  Score: Raw -886804.581578 + Penalty 3008.721808 = -883795.859769
  nChanged 64
		SP:Iteration 37Q (21828.890000 sec): 3 clusters
  Score: Raw -886828.441618 + Penalty 3008.721808 = -883819.719810
  nChanged 53
		SP:Iteration 38Q (21829.140000 sec): 3 clusters
  Score: Raw -886846.684161 + Penalty 3008.721808 = -883837.962353
  nChanged 43
		SP:Iteration 39Q (21829.370000 sec): 3 clusters
  Score: Raw -886860.044568 + Penalty 3008.721808 = -883851.322760
  nChanged 42
		SP:Iteration 40F (21829.620000 sec): 3 clusters
  Score: Raw -886874.233387 + Penalty 3008.721808 = -883865.511579
  nChanged 34
		SP:Iteration 41Q (21829.830000 sec): 3 clusters
  Score: Raw -886888.920863 + Penalty 3008.721808 = -883880.199055
  nChanged 37
		SP:Iteration 42Q (21830.070000 sec): 3 clusters
  Score: Raw -886902.453587 + Penalty 3008.721808 = -883893.731779
  nChanged 34
		SP:Iteration 43Q (21830.310000 sec): 3 clusters
  Score: Raw -886915.171700 + Penalty 3008.721808 = -883906.449892
  nChanged 39
		SP:Iteration 44Q (21830.550000 sec): 3 clusters
  Score: Raw -886929.763032 + Penalty 3008.721808 = -883921.041224
  nChanged 43
		SP:Iteration 45Q (21830.740000 sec): 3 clusters
  Score: Raw -886946.961751 + Penalty 3008.721808 = -883938.239943
  nChanged 49
		SP:Iteration 46Q (21830.970000 sec): 3 clusters
  Score: Raw -886966.566184 + Penalty 3008.721808 = -883957.844376
  nChanged 42
		SP:Iteration 47Q (21831.200000 sec): 3 clusters
  Score: Raw -886980.852695 + Penalty 3008.721808 = -883972.130886
  nChanged 24
		SP:Iteration 48Q (21831.450000 sec): 3 clusters
  Score: Raw -886987.297583 + Penalty 3008.721808 = -883978.575774
  nChanged 20
		SP:Iteration 49Q (21831.680000 sec): 3 clusters
  Score: Raw -886994.196589 + Penalty 3008.721808 = -883985.474780
  nChanged 23
		SP:Iteration 50Q (21831.890000 sec): 3 clusters
  Score: Raw -887001.533947 + Penalty 3008.721808 = -883992.812139
  nChanged 21
		SP:Iteration 51Q (21832.110000 sec): 3 clusters
  Score: Raw -887008.851083 + Penalty 3008.721808 = -884000.129274
  nChanged 23
		SP:Iteration 52Q (21832.350000 sec): 3 clusters
  Score: Raw -887017.258717 + Penalty 3008.721808 = -884008.536909
  nChanged 22
		SP:Iteration 53Q (21832.600000 sec): 3 clusters
  Score: Raw -887022.490638 + Penalty 3008.721808 = -884013.768830
  nChanged 18
		SP:Iteration 54Q (21832.840000 sec): 3 clusters
  Score: Raw -887027.476468 + Penalty 3008.721808 = -884018.754660
  nChanged 18
		SP:Iteration 55Q (21833.070000 sec): 3 clusters
  Score: Raw -887033.517605 + Penalty 3008.721808 = -884024.795797
  nChanged 25
		SP:Iteration 56Q (21833.350000 sec): 3 clusters
  Score: Raw -887040.214891 + Penalty 3008.721808 = -884031.493082
  nChanged 16
		SP:Iteration 57Q (21833.520000 sec): 3 clusters
  Score: Raw -887044.024742 + Penalty 3008.721808 = -884035.302934
  nChanged 15
		SP:Iteration 58Q (21833.770000 sec): 3 clusters
  Score: Raw -887047.794404 + Penalty 3008.721808 = -884039.072596
  nChanged 19
		SP:Iteration 59Q (21833.970000 sec): 3 clusters
  Score: Raw -887053.268215 + Penalty 3008.721808 = -884044.546407
  nChanged 13
		SP:Iteration 60F (21834.170000 sec): 3 clusters
  Score: Raw -887056.373098 + Penalty 3008.721808 = -884047.651290
  nChanged 8
		SP:Iteration 61Q (21834.460000 sec): 3 clusters
  Score: Raw -887058.909587 + Penalty 3008.721808 = -884050.187779
  nChanged 10
		SP:Iteration 62Q (21834.630000 sec): 3 clusters
  Score: Raw -887062.031867 + Penalty 3008.721808 = -884053.310058
  nChanged 9
		SP:Iteration 63Q (21834.860000 sec): 3 clusters
  Score: Raw -887064.087154 + Penalty 3008.721808 = -884055.365346
  nChanged 6
		SP:Iteration 64Q (21835.140000 sec): 3 clusters
  Score: Raw -887066.114058 + Penalty 3008.721808 = -884057.392250
  nChanged 10
		SP:Iteration 65Q (21835.310000 sec): 3 clusters
  Score: Raw -887069.005221 + Penalty 3008.721808 = -884060.283413
  nChanged 5
		SP:Iteration 66Q (21835.510000 sec): 3 clusters
  Score: Raw -887070.399591 + Penalty 3008.721808 = -884061.677783
  nChanged 6
		SP:Iteration 67Q (21835.750000 sec): 3 clusters
  Score: Raw -887072.294389 + Penalty 3008.721808 = -884063.572580
  nChanged 9
		SP:Iteration 68Q (21836.000000 sec): 3 clusters
  Score: Raw -887074.646497 + Penalty 3008.721808 = -884065.924689
  nChanged 9
		SP:Iteration 69Q (21836.190000 sec): 3 clusters
  Score: Raw -887077.287872 + Penalty 3008.721808 = -884068.566063
  nChanged 11
		SP:Iteration 70Q (21836.400000 sec): 3 clusters
  Score: Raw -887080.169805 + Penalty 3008.721808 = -884071.447996
  nChanged 10
		SP:Iteration 71Q (21836.630000 sec): 3 clusters
  Score: Raw -887082.397997 + Penalty 3008.721808 = -884073.676188
  nChanged 11
		SP:Iteration 72Q (21836.870000 sec): 3 clusters
  Score: Raw -887084.866779 + Penalty 3008.721808 = -884076.144971
  nChanged 9
		SP:Iteration 73Q (21837.150000 sec): 3 clusters
  Score: Raw -887086.652083 + Penalty 3008.721808 = -884077.930275
  nChanged 5
		SP:Iteration 74Q (21837.300000 sec): 3 clusters
  Score: Raw -887087.822776 + Penalty 3008.721808 = -884079.100967
  nChanged 8
		SP:Iteration 75Q (21837.560000 sec): 3 clusters
  Score: Raw -887089.195198 + Penalty 3008.721808 = -884080.473390
  nChanged 11
		SP:Iteration 76Q (21837.720000 sec): 3 clusters
  Score: Raw -887092.720584 + Penalty 3008.721808 = -884083.998775
  nChanged 7
		SP:Iteration 77Q (21837.960000 sec): 3 clusters
  Score: Raw -887094.936787 + Penalty 3008.721808 = -884086.214978
  nChanged 6
		SP:Iteration 78Q (21838.240000 sec): 3 clusters
  Score: Raw -887096.804847 + Penalty 3008.721808 = -884088.083038
  nChanged 6
		SP:Iteration 79Q (21838.400000 sec): 3 clusters
  Score: Raw -887099.449992 + Penalty 3008.721808 = -884090.728184
  nChanged 12
		SP:Iteration 80F (21838.650000 sec): 3 clusters
  Score: Raw -887104.737158 + Penalty 3008.721808 = -884096.015349
  nChanged 12
		SP:Iteration 81Q (21838.930000 sec): 3 clusters
  Score: Raw -887108.984405 + Penalty 3008.721808 = -884100.262597
  nChanged 12
		SP:Iteration 82Q (21839.140000 sec): 3 clusters
  Score: Raw -887112.171458 + Penalty 3008.721808 = -884103.449650
  nChanged 10
		SP:Iteration 83Q (21839.370000 sec): 3 clusters
  Score: Raw -887115.552018 + Penalty 3008.721808 = -884106.830210
  nChanged 8
		SP:Iteration 84Q (21839.610000 sec): 3 clusters
  Score: Raw -887118.630032 + Penalty 3008.721808 = -884109.908223
  nChanged 12
		SP:Iteration 85Q (21839.840000 sec): 3 clusters
  Score: Raw -887123.321865 + Penalty 3008.721808 = -884114.600057
  nChanged 11
		SP:Iteration 86Q (21840.090000 sec): 3 clusters
  Score: Raw -887126.526746 + Penalty 3008.721808 = -884117.804938
  nChanged 10
		SP:Iteration 87Q (21840.340000 sec): 3 clusters
  Score: Raw -887129.797790 + Penalty 3008.721808 = -884121.075982
  nChanged 15
		SP:Iteration 88Q (21840.550000 sec): 3 clusters
  Score: Raw -887134.897703 + Penalty 3008.721808 = -884126.175895
  nChanged 12
		SP:Iteration 89Q (21840.800000 sec): 3 clusters
  Score: Raw -887140.210988 + Penalty 3008.721808 = -884131.489180
  nChanged 11
		SP:Iteration 90Q (21841.030000 sec): 3 clusters
  Score: Raw -887144.590920 + Penalty 3008.721808 = -884135.869112
  nChanged 11
		SP:Iteration 91Q (21841.270000 sec): 3 clusters
  Score: Raw -887149.346912 + Penalty 3008.721808 = -884140.625104
  nChanged 19
		SP:Iteration 92Q (21841.460000 sec): 3 clusters
  Score: Raw -887156.036950 + Penalty 3008.721808 = -884147.315142
  nChanged 16
		SP:Iteration 93Q (21841.650000 sec): 3 clusters
  Score: Raw -887163.394123 + Penalty 3008.721808 = -884154.672315
  nChanged 15
		SP:Iteration 94Q (21841.910000 sec): 3 clusters
  Score: Raw -887170.153158 + Penalty 3008.721808 = -884161.431349
  nChanged 13
		SP:Iteration 95Q (21842.180000 sec): 3 clusters
  Score: Raw -887175.284729 + Penalty 3008.721808 = -884166.562921
  nChanged 10
		SP:Iteration 96Q (21842.470000 sec): 3 clusters
  Score: Raw -887178.038990 + Penalty 3008.721808 = -884169.317181
  nChanged 6
		SP:Iteration 97Q (21842.690000 sec): 3 clusters
  Score: Raw -887180.174034 + Penalty 3008.721808 = -884171.452225
  nChanged 4
		SP:Iteration 98Q (21842.910000 sec): 3 clusters
  Score: Raw -887181.357012 + Penalty 3008.721808 = -884172.635204
  nChanged 3
		SP:Iteration 99Q (21843.110000 sec): 3 clusters
  Score: Raw -887181.721196 + Penalty 3008.721808 = -884172.999388
  nChanged 1
		SP:Iteration 100F (21843.360000 sec): 3 clusters
  Score: Raw -887181.821934 + Penalty 3008.721808 = -884173.100125
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (8074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21843.480000 sec): 2 clusters
  Score: Raw -540285.068118 + Penalty 1461.915699 = -538823.152419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21843.730000 sec): 3 clusters
  Score: Raw -535951.171740 + Penalty 2923.831398 = -533027.340342
  nChanged 3409
		SP:Iteration 1F (21843.970000 sec): 3 clusters
  Score: Raw -538731.152886 + Penalty 2923.831398 = -535807.321488
  nChanged 949
		SP:Iteration 2F (21844.100000 sec): 3 clusters
  Score: Raw -539965.426962 + Penalty 2923.831398 = -537041.595564
  nChanged 822
		SP:Iteration 3F (21844.330000 sec): 3 clusters
  Score: Raw -540964.400330 + Penalty 2923.831398 = -538040.568932
  nChanged 609
		SP:Iteration 4F (21844.510000 sec): 3 clusters
  Score: Raw -541483.609253 + Penalty 2923.831398 = -538559.777855
  nChanged 409
		SP:Iteration 5F (21844.730000 sec): 3 clusters
  Score: Raw -541857.620970 + Penalty 2923.831398 = -538933.789572
  nChanged 308
		SP:Iteration 6Q (21844.960000 sec): 3 clusters
  Score: Raw -542143.782929 + Penalty 2923.831398 = -539219.951531
  nChanged 212
		SP:Iteration 7Q (21845.220000 sec): 3 clusters
  Score: Raw -542270.927194 + Penalty 2923.831398 = -539347.095796
  nChanged 146
		SP:Iteration 8Q (21845.430000 sec): 3 clusters
  Score: Raw -542339.619852 + Penalty 2923.831398 = -539415.788454
  nChanged 105
		SP:Iteration 9Q (21845.680000 sec): 3 clusters
  Score: Raw -542376.516697 + Penalty 2923.831398 = -539452.685299
  nChanged 87
		SP:Iteration 10Q (21845.910000 sec): 3 clusters
  Score: Raw -542398.783073 + Penalty 2923.831398 = -539474.951675
  nChanged 53
		SP:Iteration 11Q (21846.160000 sec): 3 clusters
  Score: Raw -542412.347971 + Penalty 2923.831398 = -539488.516573
  nChanged 42
		SP:Iteration 12Q (21846.320000 sec): 3 clusters
  Score: Raw -542424.232868 + Penalty 2923.831398 = -539500.401470
  nChanged 37
		SP:Iteration 13Q (21846.530000 sec): 3 clusters
  Score: Raw -542436.975487 + Penalty 2923.831398 = -539513.144089
  nChanged 32
		SP:Iteration 14Q (21846.770000 sec): 3 clusters
  Score: Raw -542451.185450 + Penalty 2923.831398 = -539527.354052
  nChanged 36
		SP:Iteration 15Q (21847.000000 sec): 3 clusters
  Score: Raw -542480.284179 + Penalty 2923.831398 = -539556.452781
  nChanged 49
		SP:Iteration 16Q (21847.210000 sec): 3 clusters
  Score: Raw -542510.608495 + Penalty 2923.831398 = -539586.777097
  nChanged 59
		SP:Iteration 17Q (21847.430000 sec): 3 clusters
  Score: Raw -542545.833708 + Penalty 2923.831398 = -539622.002310
  nChanged 59
		SP:Iteration 18Q (21847.650000 sec): 3 clusters
  Score: Raw -542590.045841 + Penalty 2923.831398 = -539666.214443
  nChanged 70
		SP:Iteration 19Q (21847.840000 sec): 3 clusters
  Score: Raw -542630.626019 + Penalty 2923.831398 = -539706.794621
  nChanged 78
		SP:Iteration 20F (21848.040000 sec): 3 clusters
  Score: Raw -542680.851980 + Penalty 2923.831398 = -539757.020582
  nChanged 77
		SP:Iteration 21Q (21848.240000 sec): 3 clusters
  Score: Raw -542737.117961 + Penalty 2923.831398 = -539813.286563
  nChanged 87
		SP:Iteration 22Q (21848.400000 sec): 3 clusters
  Score: Raw -542811.056429 + Penalty 2923.831398 = -539887.225031
  nChanged 104
		SP:Iteration 23Q (21848.600000 sec): 3 clusters
  Score: Raw -542878.613000 + Penalty 2923.831398 = -539954.781602
  nChanged 83
		SP:Iteration 24Q (21848.810000 sec): 3 clusters
  Score: Raw -542914.232845 + Penalty 2923.831398 = -539990.401447
  nChanged 62
		SP:Iteration 25Q (21849.030000 sec): 3 clusters
  Score: Raw -542935.979798 + Penalty 2923.831398 = -540012.148400
  nChanged 52
		SP:Iteration 26Q (21849.250000 sec): 3 clusters
  Score: Raw -542955.562935 + Penalty 2923.831398 = -540031.731537
  nChanged 49
		SP:Iteration 27Q (21849.420000 sec): 3 clusters
  Score: Raw -542968.042766 + Penalty 2923.831398 = -540044.211368
  nChanged 38
		SP:Iteration 28Q (21849.630000 sec): 3 clusters
  Score: Raw -542976.093659 + Penalty 2923.831398 = -540052.262261
  nChanged 24
		SP:Iteration 29Q (21849.860000 sec): 3 clusters
  Score: Raw -542980.665425 + Penalty 2923.831398 = -540056.834027
  nChanged 20
		SP:Iteration 30Q (21850.100000 sec): 3 clusters
  Score: Raw -542985.866110 + Penalty 2923.831398 = -540062.034712
  nChanged 19
		SP:Iteration 31Q (21850.290000 sec): 3 clusters
  Score: Raw -542989.403680 + Penalty 2923.831398 = -540065.572282
  nChanged 8
		SP:Iteration 32Q (21850.520000 sec): 3 clusters
  Score: Raw -542990.599185 + Penalty 2923.831398 = -540066.767787
  nChanged 7
		SP:Iteration 33Q (21850.780000 sec): 3 clusters
  Score: Raw -542991.864775 + Penalty 2923.831398 = -540068.033377
  nChanged 6
		SP:Iteration 34Q (21851.050000 sec): 3 clusters
  Score: Raw -542993.023956 + Penalty 2923.831398 = -540069.192558
  nChanged 6
		SP:Iteration 35Q (21851.280000 sec): 3 clusters
  Score: Raw -542993.572635 + Penalty 2923.831398 = -540069.741237
  nChanged 2
		SP:Iteration 36Q (21851.440000 sec): 3 clusters
  Score: Raw -542993.755350 + Penalty 2923.831398 = -540069.923952
  nChanged 2
		SP:Iteration 37Q (21851.650000 sec): 3 clusters
  Score: Raw -542994.015932 + Penalty 2923.831398 = -540070.184534
  nChanged 2
		SP:Iteration 38Q (21851.840000 sec): 3 clusters
  Score: Raw -542994.324875 + Penalty 2923.831398 = -540070.493477
  nChanged 4
		SP:Iteration 39Q (21852.050000 sec): 3 clusters
  Score: Raw -542994.987254 + Penalty 2923.831398 = -540071.155856
  nChanged 4
		SP:Iteration 40F (21852.250000 sec): 3 clusters
  Score: Raw -542995.481183 + Penalty 2923.831398 = -540071.649785
  nChanged 4
		SP:Iteration 41Q (21852.490000 sec): 3 clusters
  Score: Raw -542996.189781 + Penalty 2923.831398 = -540072.358383
  nChanged 3
		SP:Iteration 42Q (21852.690000 sec): 3 clusters
  Score: Raw -542996.873784 + Penalty 2923.831398 = -540073.042386
  nChanged 4
		SP:Iteration 43Q (21852.960000 sec): 3 clusters
  Score: Raw -542997.696652 + Penalty 2923.831398 = -540073.865254
  nChanged 4
		SP:Iteration 44Q (21853.190000 sec): 3 clusters
  Score: Raw -542999.346305 + Penalty 2923.831398 = -540075.514907
  nChanged 5
		SP:Iteration 45Q (21853.360000 sec): 3 clusters
  Score: Raw -543000.120642 + Penalty 2923.831398 = -540076.289244
  nChanged 5
		SP:Iteration 46Q (21853.560000 sec): 3 clusters
  Score: Raw -543000.879511 + Penalty 2923.831398 = -540077.048113
  nChanged 2
		SP:Iteration 47Q (21853.790000 sec): 3 clusters
  Score: Raw -543001.565066 + Penalty 2923.831398 = -540077.733668
  nChanged 5
		SP:Iteration 48Q (21854.070000 sec): 3 clusters
  Score: Raw -543002.275128 + Penalty 2923.831398 = -540078.443730
  nChanged 5
		SP:Iteration 49Q (21854.260000 sec): 3 clusters
  Score: Raw -543002.882776 + Penalty 2923.831398 = -540079.051378
  nChanged 5
		SP:Iteration 50Q (21854.490000 sec): 3 clusters
  Score: Raw -543003.991784 + Penalty 2923.831398 = -540080.160386
  nChanged 6
		SP:Iteration 51Q (21854.710000 sec): 3 clusters
  Score: Raw -543005.277702 + Penalty 2923.831398 = -540081.446304
  nChanged 8
		SP:Iteration 52Q (21854.880000 sec): 3 clusters
  Score: Raw -543006.409796 + Penalty 2923.831398 = -540082.578398
  nChanged 5
		SP:Iteration 53Q (21855.090000 sec): 3 clusters
  Score: Raw -543007.198224 + Penalty 2923.831398 = -540083.366826
  nChanged 8
		SP:Iteration 54Q (21855.260000 sec): 3 clusters
  Score: Raw -543009.013204 + Penalty 2923.831398 = -540085.181806
  nChanged 7
		SP:Iteration 55Q (21855.420000 sec): 3 clusters
  Score: Raw -543009.951816 + Penalty 2923.831398 = -540086.120418
  nChanged 4
		SP:Iteration 56Q (21855.660000 sec): 3 clusters
  Score: Raw -543010.541298 + Penalty 2923.831398 = -540086.709900
  nChanged 2
		SP:Iteration 57Q (21855.830000 sec): 3 clusters
  Score: Raw -543010.753966 + Penalty 2923.831398 = -540086.922568
  nChanged 4
		SP:Iteration 58Q (21855.980000 sec): 3 clusters
  Score: Raw -543011.089229 + Penalty 2923.831398 = -540087.257831
  nChanged 1
		SP:Iteration 59Q (21856.170000 sec): 3 clusters
  Score: Raw -543011.158832 + Penalty 2923.831398 = -540087.327434
  nChanged 0
		SP:Iteration 60F (21856.420000 sec): 3 clusters
  Score: Raw -543011.158832 + Penalty 2923.831398 = -540087.327434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (11701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21856.530000 sec): 2 clusters
  Score: Raw -887256.757213 + Penalty 1522.207308 = -885734.549905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21856.820000 sec): 3 clusters
  Score: Raw -880533.340235 + Penalty 3044.414616 = -877488.925620
  nChanged 5079
		SP:Iteration 1F (21857.100000 sec): 3 clusters
  Score: Raw -883665.280169 + Penalty 3044.414616 = -880620.865553
  nChanged 901
		SP:Iteration 2F (21857.370000 sec): 3 clusters
  Score: Raw -884301.233303 + Penalty 3044.414616 = -881256.818687
  nChanged 854
		SP:Iteration 3F (21857.580000 sec): 3 clusters
  Score: Raw -885017.907423 + Penalty 3044.414616 = -881973.492807
  nChanged 845
		SP:Iteration 4F (21857.850000 sec): 3 clusters
  Score: Raw -885723.985681 + Penalty 3044.414616 = -882679.571065
  nChanged 725
		SP:Iteration 5F (21858.070000 sec): 3 clusters
  Score: Raw -886241.817853 + Penalty 3044.414616 = -883197.403238
  nChanged 643
		SP:Iteration 6F (21858.310000 sec): 3 clusters
  Score: Raw -886672.580140 + Penalty 3044.414616 = -883628.165524
  nChanged 535
		SP:Iteration 7Q (21858.560000 sec): 3 clusters
  Score: Raw -886990.346856 + Penalty 3044.414616 = -883945.932240
  nChanged 431
		SP:Iteration 8Q (21858.800000 sec): 3 clusters
  Score: Raw -887224.582958 + Penalty 3044.414616 = -884180.168342
  nChanged 334
		SP:Iteration 9Q (21858.960000 sec): 3 clusters
  Score: Raw -887415.896717 + Penalty 3044.414616 = -884371.482101
  nChanged 328
		SP:Iteration 10Q (21859.200000 sec): 3 clusters
  Score: Raw -887628.943716 + Penalty 3044.414616 = -884584.529101
  nChanged 317
		SP:Iteration 11Q (21859.450000 sec): 3 clusters
  Score: Raw -887865.762894 + Penalty 3044.414616 = -884821.348278
  nChanged 318
		SP:Iteration 12Q (21859.650000 sec): 3 clusters
  Score: Raw -888203.070357 + Penalty 3044.414616 = -885158.655741
  nChanged 357
		SP:Iteration 13Q (21859.890000 sec): 3 clusters
  Score: Raw -888729.402320 + Penalty 3044.414616 = -885684.987704
  nChanged 341
		SP:Iteration 14Q (21860.180000 sec): 3 clusters
  Score: Raw -889044.336032 + Penalty 3044.414616 = -885999.921416
  nChanged 267
		SP:Iteration 15Q (21860.400000 sec): 3 clusters
  Score: Raw -889166.019877 + Penalty 3044.414616 = -886121.605261
  nChanged 178
		SP:Iteration 16Q (21860.660000 sec): 3 clusters
  Score: Raw -889247.205083 + Penalty 3044.414616 = -886202.790467
  nChanged 156
		SP:Iteration 17Q (21860.860000 sec): 3 clusters
  Score: Raw -889308.199277 + Penalty 3044.414616 = -886263.784661
  nChanged 121
		SP:Iteration 18Q (21861.070000 sec): 3 clusters
  Score: Raw -889349.084927 + Penalty 3044.414616 = -886304.670312
  nChanged 97
		SP:Iteration 19Q (21861.300000 sec): 3 clusters
  Score: Raw -889381.389657 + Penalty 3044.414616 = -886336.975041
  nChanged 88
		SP:Iteration 20F (21861.510000 sec): 3 clusters
  Score: Raw -889422.804649 + Penalty 3044.414616 = -886378.390033
  nChanged 90
		SP:Iteration 21Q (21861.740000 sec): 3 clusters
  Score: Raw -889454.657789 + Penalty 3044.414616 = -886410.243173
  nChanged 82
		SP:Iteration 22Q (21861.980000 sec): 3 clusters
  Score: Raw -889476.989682 + Penalty 3044.414616 = -886432.575066
  nChanged 71
		SP:Iteration 23Q (21862.220000 sec): 3 clusters
  Score: Raw -889488.868340 + Penalty 3044.414616 = -886444.453724
  nChanged 47
		SP:Iteration 24Q (21862.430000 sec): 3 clusters
  Score: Raw -889496.599239 + Penalty 3044.414616 = -886452.184624
  nChanged 30
		SP:Iteration 25Q (21862.660000 sec): 3 clusters
  Score: Raw -889501.820267 + Penalty 3044.414616 = -886457.405651
  nChanged 38
		SP:Iteration 26Q (21862.880000 sec): 3 clusters
  Score: Raw -889508.451629 + Penalty 3044.414616 = -886464.037013
  nChanged 31
		SP:Iteration 27Q (21863.100000 sec): 3 clusters
  Score: Raw -889512.555772 + Penalty 3044.414616 = -886468.141156
  nChanged 18
		SP:Iteration 28Q (21863.280000 sec): 3 clusters
  Score: Raw -889514.467538 + Penalty 3044.414616 = -886470.052922
  nChanged 13
		SP:Iteration 29Q (21863.520000 sec): 3 clusters
  Score: Raw -889516.261635 + Penalty 3044.414616 = -886471.847019
  nChanged 19
		SP:Iteration 30Q (21863.720000 sec): 3 clusters
  Score: Raw -889518.769225 + Penalty 3044.414616 = -886474.354609
  nChanged 9
		SP:Iteration 31Q (21863.940000 sec): 3 clusters
  Score: Raw -889519.586576 + Penalty 3044.414616 = -886475.171960
  nChanged 7
		SP:Iteration 32Q (21864.130000 sec): 3 clusters
  Score: Raw -889520.345673 + Penalty 3044.414616 = -886475.931057
  nChanged 9
		SP:Iteration 33Q (21864.420000 sec): 3 clusters
  Score: Raw -889521.042118 + Penalty 3044.414616 = -886476.627502
  nChanged 7
		SP:Iteration 34Q (21864.640000 sec): 3 clusters
  Score: Raw -889522.053075 + Penalty 3044.414616 = -886477.638459
  nChanged 7
		SP:Iteration 35Q (21864.820000 sec): 3 clusters
  Score: Raw -889522.433958 + Penalty 3044.414616 = -886478.019343
  nChanged 2
		SP:Iteration 36Q (21865.060000 sec): 3 clusters
  Score: Raw -889522.536924 + Penalty 3044.414616 = -886478.122308
  nChanged 2
		SP:Iteration 37Q (21865.290000 sec): 3 clusters
  Score: Raw -889522.611360 + Penalty 3044.414616 = -886478.196744
  nChanged 2
		SP:Iteration 38Q (21865.470000 sec): 3 clusters
  Score: Raw -889522.769616 + Penalty 3044.414616 = -886478.355000
  nChanged 2
		SP:Iteration 39Q (21865.720000 sec): 3 clusters
  Score: Raw -889522.999340 + Penalty 3044.414616 = -886478.584724
  nChanged 2
		SP:Iteration 40F (21865.920000 sec): 3 clusters
  Score: Raw -889523.095163 + Penalty 3044.414616 = -886478.680547
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (3909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21866.050000 sec): 2 clusters
  Score: Raw -300910.657849 + Penalty 1344.043491 = -299566.614358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21866.210000 sec): 3 clusters
  Score: Raw -298983.224053 + Penalty 2688.086981 = -296295.137072
  nChanged 1556
		SP:Iteration 1F (21866.370000 sec): 3 clusters
  Score: Raw -299936.505189 + Penalty 2688.086981 = -297248.418208
  nChanged 302
		SP:Iteration 2F (21866.560000 sec): 3 clusters
  Score: Raw -300181.729294 + Penalty 2688.086981 = -297493.642313
  nChanged 265
		SP:Iteration 3F (21866.750000 sec): 3 clusters
  Score: Raw -300449.983712 + Penalty 2688.086981 = -297761.896730
  nChanged 294
		SP:Iteration 4F (21866.890000 sec): 3 clusters
  Score: Raw -300768.417640 + Penalty 2688.086981 = -298080.330658
  nChanged 288
		SP:Iteration 5F (21867.110000 sec): 3 clusters
  Score: Raw -301215.674485 + Penalty 2688.086981 = -298527.587504
  nChanged 290
		SP:Iteration 6F (21867.290000 sec): 3 clusters
  Score: Raw -301689.732976 + Penalty 2688.086981 = -299001.645995
  nChanged 222
		SP:Iteration 7F (21867.470000 sec): 3 clusters
  Score: Raw -302032.091289 + Penalty 2688.086981 = -299344.004308
  nChanged 163
		SP:Iteration 8Q (21867.640000 sec): 3 clusters
  Score: Raw -302249.668516 + Penalty 2688.086981 = -299561.581535
  nChanged 122
		SP:Iteration 9Q (21867.830000 sec): 3 clusters
  Score: Raw -302363.305009 + Penalty 2688.086981 = -299675.218027
  nChanged 75
		SP:Iteration 10Q (21868.000000 sec): 3 clusters
  Score: Raw -302430.290337 + Penalty 2688.086981 = -299742.203355
  nChanged 66
		SP:Iteration 11Q (21868.170000 sec): 3 clusters
  Score: Raw -302490.174831 + Penalty 2688.086981 = -299802.087849
  nChanged 39
		SP:Iteration 12Q (21868.360000 sec): 3 clusters
  Score: Raw -302533.073416 + Penalty 2688.086981 = -299844.986434
  nChanged 32
		SP:Iteration 13Q (21868.490000 sec): 3 clusters
  Score: Raw -302558.717992 + Penalty 2688.086981 = -299870.631011
  nChanged 21
		SP:Iteration 14Q (21868.630000 sec): 3 clusters
  Score: Raw -302571.595992 + Penalty 2688.086981 = -299883.509011
  nChanged 21
		SP:Iteration 15Q (21868.800000 sec): 3 clusters
  Score: Raw -302586.276550 + Penalty 2688.086981 = -299898.189569
  nChanged 15
		SP:Iteration 16Q (21868.960000 sec): 3 clusters
  Score: Raw -302601.490277 + Penalty 2688.086981 = -299913.403296
  nChanged 11
		SP:Iteration 17Q (21869.150000 sec): 3 clusters
  Score: Raw -302610.616118 + Penalty 2688.086981 = -299922.529136
  nChanged 11
		SP:Iteration 18Q (21869.280000 sec): 3 clusters
  Score: Raw -302618.888865 + Penalty 2688.086981 = -299930.801883
  nChanged 12
		SP:Iteration 19Q (21869.460000 sec): 3 clusters
  Score: Raw -302628.380172 + Penalty 2688.086981 = -299940.293191
  nChanged 8
		SP:Iteration 20F (21869.630000 sec): 3 clusters
  Score: Raw -302635.388431 + Penalty 2688.086981 = -299947.301449
  nChanged 13
		SP:Iteration 21Q (21869.790000 sec): 3 clusters
  Score: Raw -302650.363070 + Penalty 2688.086981 = -299962.276089
  nChanged 13
		SP:Iteration 22Q (21869.950000 sec): 3 clusters
  Score: Raw -302657.533454 + Penalty 2688.086981 = -299969.446473
  nChanged 13
		SP:Iteration 23Q (21870.110000 sec): 3 clusters
  Score: Raw -302670.094423 + Penalty 2688.086981 = -299982.007442
  nChanged 7
		SP:Iteration 24Q (21870.270000 sec): 3 clusters
  Score: Raw -302674.168896 + Penalty 2688.086981 = -299986.081914
  nChanged 4
		SP:Iteration 25Q (21870.450000 sec): 3 clusters
  Score: Raw -302676.304111 + Penalty 2688.086981 = -299988.217129
  nChanged 1
		SP:Iteration 26Q (21870.610000 sec): 3 clusters
  Score: Raw -302676.895670 + Penalty 2688.086981 = -299988.808689
  nChanged 1
		SP:Iteration 27Q (21870.760000 sec): 3 clusters
  Score: Raw -302677.141646 + Penalty 2688.086981 = -299989.054665
  nChanged 1
		SP:Iteration 28Q (21870.960000 sec): 3 clusters
  Score: Raw -302677.518955 + Penalty 2688.086981 = -299989.431974
  nChanged 1
		SP:Iteration 29Q (21871.170000 sec): 3 clusters
  Score: Raw -302677.752804 + Penalty 2688.086981 = -299989.665823
  nChanged 0
		SP:Iteration 30F (21871.300000 sec): 3 clusters
  Score: Raw -302677.752804 + Penalty 2688.086981 = -299989.665823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (6717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21871.430000 sec): 2 clusters
  Score: Raw -524604.174352 + Penalty 1432.014497 = -523172.159855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21871.590000 sec): 3 clusters
  Score: Raw -520959.696929 + Penalty 2864.028994 = -518095.667935
  nChanged 2857
		SP:Iteration 1F (21871.780000 sec): 3 clusters
  Score: Raw -523364.310585 + Penalty 2864.028994 = -520500.281591
  nChanged 936
		SP:Iteration 2F (21871.980000 sec): 3 clusters
  Score: Raw -525028.463571 + Penalty 2864.028994 = -522164.434577
  nChanged 920
		SP:Iteration 3F (21872.160000 sec): 3 clusters
  Score: Raw -526788.963099 + Penalty 2864.028994 = -523924.934104
  nChanged 627
		SP:Iteration 4F (21872.360000 sec): 3 clusters
  Score: Raw -528092.818789 + Penalty 2864.028994 = -525228.789794
  nChanged 374
		SP:Iteration 5F (21872.600000 sec): 3 clusters
  Score: Raw -528828.178225 + Penalty 2864.028994 = -525964.149231
  nChanged 218
		SP:Iteration 6Q (21872.730000 sec): 3 clusters
  Score: Raw -529090.145559 + Penalty 2864.028994 = -526226.116564
  nChanged 104
		SP:Iteration 7Q (21872.920000 sec): 3 clusters
  Score: Raw -529160.917153 + Penalty 2864.028994 = -526296.888159
  nChanged 51
		SP:Iteration 8Q (21873.090000 sec): 3 clusters
  Score: Raw -529195.467746 + Penalty 2864.028994 = -526331.438751
  nChanged 46
		SP:Iteration 9Q (21873.270000 sec): 3 clusters
  Score: Raw -529249.067102 + Penalty 2864.028994 = -526385.038108
  nChanged 53
		SP:Iteration 10Q (21873.480000 sec): 3 clusters
  Score: Raw -529340.877984 + Penalty 2864.028994 = -526476.848990
  nChanged 50
		SP:Iteration 11Q (21873.680000 sec): 3 clusters
  Score: Raw -529414.087283 + Penalty 2864.028994 = -526550.058289
  nChanged 29
		SP:Iteration 12Q (21873.900000 sec): 3 clusters
  Score: Raw -529428.511546 + Penalty 2864.028994 = -526564.482552
  nChanged 15
		SP:Iteration 13Q (21874.140000 sec): 3 clusters
  Score: Raw -529432.537018 + Penalty 2864.028994 = -526568.508024
  nChanged 12
		SP:Iteration 14Q (21874.280000 sec): 3 clusters
  Score: Raw -529434.529291 + Penalty 2864.028994 = -526570.500297
  nChanged 4
		SP:Iteration 15Q (21874.500000 sec): 3 clusters
  Score: Raw -529436.430223 + Penalty 2864.028994 = -526572.401229
  nChanged 5
		SP:Iteration 16Q (21874.660000 sec): 3 clusters
  Score: Raw -529438.174958 + Penalty 2864.028994 = -526574.145964
  nChanged 3
		SP:Iteration 17Q (21874.880000 sec): 3 clusters
  Score: Raw -529438.667644 + Penalty 2864.028994 = -526574.638650
  nChanged 3
		SP:Iteration 18Q (21875.090000 sec): 3 clusters
  Score: Raw -529439.390007 + Penalty 2864.028994 = -526575.361013
  nChanged 1
		SP:Iteration 19Q (21875.240000 sec): 3 clusters
  Score: Raw -529439.582231 + Penalty 2864.028994 = -526575.553237
  nChanged 1
		SP:Iteration 20F (21875.430000 sec): 3 clusters
  Score: Raw -529439.765239 + Penalty 2864.028994 = -526575.736245
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21875.560000 sec): 2 clusters
  Score: Raw -139354.739711 + Penalty 1230.865754 = -138123.873957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21875.710000 sec): 3 clusters
  Score: Raw -138562.677220 + Penalty 2461.731507 = -136100.945712
  nChanged 699
		SP:Iteration 1F (21875.870000 sec): 3 clusters
  Score: Raw -139232.256962 + Penalty 2461.731507 = -136770.525454
  nChanged 203
		SP:Iteration 2F (21876.040000 sec): 3 clusters
  Score: Raw -139559.265328 + Penalty 2461.731507 = -137097.533821
  nChanged 144
		SP:Iteration 3F (21876.140000 sec): 3 clusters
  Score: Raw -139811.556705 + Penalty 2461.731507 = -137349.825198
  nChanged 126
		SP:Iteration 4F (21876.330000 sec): 3 clusters
  Score: Raw -140045.187119 + Penalty 2461.731507 = -137583.455612
  nChanged 118
		SP:Iteration 5F (21876.430000 sec): 3 clusters
  Score: Raw -140303.653891 + Penalty 2461.731507 = -137841.922384
  nChanged 114
		SP:Iteration 6F (21876.570000 sec): 3 clusters
  Score: Raw -140600.235284 + Penalty 2461.731507 = -138138.503776
  nChanged 112
		SP:Iteration 7F (21876.770000 sec): 3 clusters
  Score: Raw -140911.630632 + Penalty 2461.731507 = -138449.899125
  nChanged 116
		SP:Iteration 8F (21876.900000 sec): 3 clusters
  Score: Raw -141205.787201 + Penalty 2461.731507 = -138744.055694
  nChanged 94
		SP:Iteration 9Q (21877.070000 sec): 3 clusters
  Score: Raw -141412.185485 + Penalty 2461.731507 = -138950.453978
  nChanged 77
		SP:Iteration 10Q (21877.210000 sec): 3 clusters
  Score: Raw -141526.259861 + Penalty 2461.731507 = -139064.528353
  nChanged 66
		SP:Iteration 11Q (21877.320000 sec): 3 clusters
  Score: Raw -141626.139371 + Penalty 2461.731507 = -139164.407864
  nChanged 55
		SP:Iteration 12Q (21877.480000 sec): 3 clusters
  Score: Raw -141702.219238 + Penalty 2461.731507 = -139240.487731
  nChanged 36
		SP:Iteration 13Q (21877.670000 sec): 3 clusters
  Score: Raw -141742.610643 + Penalty 2461.731507 = -139280.879135
  nChanged 29
		SP:Iteration 14Q (21877.810000 sec): 3 clusters
  Score: Raw -141786.131174 + Penalty 2461.731507 = -139324.399667
  nChanged 33
		SP:Iteration 15Q (21877.950000 sec): 3 clusters
  Score: Raw -141843.503330 + Penalty 2461.731507 = -139381.771822
  nChanged 25
		SP:Iteration 16Q (21878.150000 sec): 3 clusters
  Score: Raw -141888.767814 + Penalty 2461.731507 = -139427.036306
  nChanged 23
		SP:Iteration 17Q (21878.250000 sec): 3 clusters
  Score: Raw -141930.642293 + Penalty 2461.731507 = -139468.910785
  nChanged 16
		SP:Iteration 18Q (21878.430000 sec): 3 clusters
  Score: Raw -141955.227779 + Penalty 2461.731507 = -139493.496271
  nChanged 18
		SP:Iteration 19Q (21878.580000 sec): 3 clusters
  Score: Raw -141983.299829 + Penalty 2461.731507 = -139521.568321
  nChanged 12
		SP:Iteration 20F (21878.780000 sec): 3 clusters
  Score: Raw -142014.827571 + Penalty 2461.731507 = -139553.096063
  nChanged 13
		SP:Iteration 21Q (21878.910000 sec): 3 clusters
  Score: Raw -142038.383695 + Penalty 2461.731507 = -139576.652188
  nChanged 8
		SP:Iteration 22Q (21879.060000 sec): 3 clusters
  Score: Raw -142048.740453 + Penalty 2461.731507 = -139587.008946
  nChanged 5
		SP:Iteration 23Q (21879.230000 sec): 3 clusters
  Score: Raw -142054.107940 + Penalty 2461.731507 = -139592.376433
  nChanged 3
		SP:Iteration 24Q (21879.380000 sec): 3 clusters
  Score: Raw -142058.053126 + Penalty 2461.731507 = -139596.321619
  nChanged 0
		SP:Iteration 25F (21879.550000 sec): 3 clusters
  Score: Raw -142058.053126 + Penalty 2461.731507 = -139596.321619
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (9208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21879.650000 sec): 2 clusters
  Score: Raw -623898.221268 + Penalty 1483.272042 = -622414.949226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21879.850000 sec): 3 clusters
  Score: Raw -618742.596377 + Penalty 2966.544084 = -615776.052293
  nChanged 4101
		SP:Iteration 1F (21880.060000 sec): 3 clusters
  Score: Raw -622355.995576 + Penalty 2966.544084 = -619389.451492
  nChanged 1249
		SP:Iteration 2F (21880.270000 sec): 3 clusters
  Score: Raw -624146.933354 + Penalty 2966.544084 = -621180.389270
  nChanged 917
		SP:Iteration 3F (21880.480000 sec): 3 clusters
  Score: Raw -625180.766586 + Penalty 2966.544084 = -622214.222502
  nChanged 584
		SP:Iteration 4F (21880.690000 sec): 3 clusters
  Score: Raw -625728.083937 + Penalty 2966.544084 = -622761.539854
  nChanged 424
		SP:Iteration 5Q (21880.890000 sec): 3 clusters
  Score: Raw -626022.965162 + Penalty 2966.544084 = -623056.421078
  nChanged 291
		SP:Iteration 6Q (21881.050000 sec): 3 clusters
  Score: Raw -626194.418680 + Penalty 2966.544084 = -623227.874596
  nChanged 223
		SP:Iteration 7Q (21881.210000 sec): 3 clusters
  Score: Raw -626328.024353 + Penalty 2966.544084 = -623361.480269
  nChanged 201
		SP:Iteration 8Q (21881.360000 sec): 3 clusters
  Score: Raw -626422.936784 + Penalty 2966.544084 = -623456.392700
  nChanged 187
		SP:Iteration 9Q (21881.510000 sec): 3 clusters
  Score: Raw -626513.546507 + Penalty 2966.544084 = -623547.002423
  nChanged 188
		SP:Iteration 10Q (21881.650000 sec): 3 clusters
  Score: Raw -626609.203148 + Penalty 2966.544084 = -623642.659064
  nChanged 177
		SP:Iteration 11Q (21881.830000 sec): 3 clusters
  Score: Raw -626689.423868 + Penalty 2966.544084 = -623722.879784
  nChanged 162
		SP:Iteration 12Q (21882.000000 sec): 3 clusters
  Score: Raw -626759.257529 + Penalty 2966.544084 = -623792.713445
  nChanged 156
		SP:Iteration 13Q (21882.180000 sec): 3 clusters
  Score: Raw -626823.688996 + Penalty 2966.544084 = -623857.144912
  nChanged 137
		SP:Iteration 14Q (21882.400000 sec): 3 clusters
  Score: Raw -626878.973385 + Penalty 2966.544084 = -623912.429301
  nChanged 132
		SP:Iteration 15Q (21882.640000 sec): 3 clusters
  Score: Raw -626932.784972 + Penalty 2966.544084 = -623966.240888
  nChanged 141
		SP:Iteration 16Q (21882.840000 sec): 3 clusters
  Score: Raw -626996.836357 + Penalty 2966.544084 = -624030.292273
  nChanged 147
		SP:Iteration 17Q (21883.060000 sec): 3 clusters
  Score: Raw -627070.396947 + Penalty 2966.544084 = -624103.852863
  nChanged 151
		SP:Iteration 18Q (21883.240000 sec): 3 clusters
  Score: Raw -627174.124490 + Penalty 2966.544084 = -624207.580406
  nChanged 165
		SP:Iteration 19Q (21883.440000 sec): 3 clusters
  Score: Raw -627316.228278 + Penalty 2966.544084 = -624349.684194
  nChanged 170
		SP:Iteration 20F (21883.670000 sec): 3 clusters
  Score: Raw -627480.742800 + Penalty 2966.544084 = -624514.198716
  nChanged 163
		SP:Iteration 21Q (21883.860000 sec): 3 clusters
  Score: Raw -627616.490989 + Penalty 2966.544084 = -624649.946905
  nChanged 172
		SP:Iteration 22Q (21884.080000 sec): 3 clusters
  Score: Raw -627753.773291 + Penalty 2966.544084 = -624787.229207
  nChanged 160
		SP:Iteration 23Q (21884.290000 sec): 3 clusters
  Score: Raw -627876.516643 + Penalty 2966.544084 = -624909.972560
  nChanged 154
		SP:Iteration 24Q (21884.470000 sec): 3 clusters
  Score: Raw -627987.764080 + Penalty 2966.544084 = -625021.219997
  nChanged 139
		SP:Iteration 25Q (21884.660000 sec): 3 clusters
  Score: Raw -628082.614119 + Penalty 2966.544084 = -625116.070035
  nChanged 122
		SP:Iteration 26Q (21884.890000 sec): 3 clusters
  Score: Raw -628175.637192 + Penalty 2966.544084 = -625209.093109
  nChanged 120
		SP:Iteration 27Q (21885.060000 sec): 3 clusters
  Score: Raw -628300.532196 + Penalty 2966.544084 = -625333.988112
  nChanged 133
		SP:Iteration 28Q (21885.260000 sec): 3 clusters
  Score: Raw -628511.945517 + Penalty 2966.544084 = -625545.401433
  nChanged 135
		SP:Iteration 29Q (21885.490000 sec): 3 clusters
  Score: Raw -628764.997844 + Penalty 2966.544084 = -625798.453760
  nChanged 107
		SP:Iteration 30Q (21885.750000 sec): 3 clusters
  Score: Raw -628866.364932 + Penalty 2966.544084 = -625899.820848
  nChanged 95
		SP:Iteration 31Q (21885.950000 sec): 3 clusters
  Score: Raw -628947.278042 + Penalty 2966.544084 = -625980.733958
  nChanged 74
		SP:Iteration 32Q (21886.130000 sec): 3 clusters
  Score: Raw -629043.889067 + Penalty 2966.544084 = -626077.344983
  nChanged 79
		SP:Iteration 33Q (21886.350000 sec): 3 clusters
  Score: Raw -629135.561583 + Penalty 2966.544084 = -626169.017499
  nChanged 79
		SP:Iteration 34Q (21886.540000 sec): 3 clusters
  Score: Raw -629216.893534 + Penalty 2966.544084 = -626250.349450
  nChanged 71
		SP:Iteration 35Q (21886.740000 sec): 3 clusters
  Score: Raw -629290.512862 + Penalty 2966.544084 = -626323.968778
  nChanged 58
		SP:Iteration 36Q (21886.990000 sec): 3 clusters
  Score: Raw -629349.610794 + Penalty 2966.544084 = -626383.066710
  nChanged 49
		SP:Iteration 37Q (21887.130000 sec): 3 clusters
  Score: Raw -629410.679238 + Penalty 2966.544084 = -626444.135154
  nChanged 43
		SP:Iteration 38Q (21887.330000 sec): 3 clusters
  Score: Raw -629469.653599 + Penalty 2966.544084 = -626503.109515
  nChanged 44
		SP:Iteration 39Q (21887.580000 sec): 3 clusters
  Score: Raw -629531.009745 + Penalty 2966.544084 = -626564.465661
  nChanged 42
		SP:Iteration 40F (21887.740000 sec): 3 clusters
  Score: Raw -629577.707309 + Penalty 2966.544084 = -626611.163226
  nChanged 41
		SP:Iteration 41Q (21887.920000 sec): 3 clusters
  Score: Raw -629636.533934 + Penalty 2966.544084 = -626669.989850
  nChanged 40
		SP:Iteration 42Q (21888.140000 sec): 3 clusters
  Score: Raw -629721.142739 + Penalty 2966.544084 = -626754.598655
  nChanged 49
		SP:Iteration 43Q (21888.320000 sec): 3 clusters
  Score: Raw -629859.037323 + Penalty 2966.544084 = -626892.493240
  nChanged 46
		SP:Iteration 44Q (21888.560000 sec): 3 clusters
  Score: Raw -629982.840711 + Penalty 2966.544084 = -627016.296627
  nChanged 26
		SP:Iteration 45Q (21888.740000 sec): 3 clusters
  Score: Raw -630037.480346 + Penalty 2966.544084 = -627070.936262
  nChanged 18
		SP:Iteration 46Q (21888.890000 sec): 3 clusters
  Score: Raw -630053.115313 + Penalty 2966.544084 = -627086.571229
  nChanged 11
		SP:Iteration 47Q (21889.120000 sec): 3 clusters
  Score: Raw -630061.191138 + Penalty 2966.544084 = -627094.647054
  nChanged 9
		SP:Iteration 48Q (21889.320000 sec): 3 clusters
  Score: Raw -630069.031829 + Penalty 2966.544084 = -627102.487745
  nChanged 8
		SP:Iteration 49Q (21889.540000 sec): 3 clusters
  Score: Raw -630074.860463 + Penalty 2966.544084 = -627108.316379
  nChanged 4
		SP:Iteration 50Q (21889.730000 sec): 3 clusters
  Score: Raw -630077.092740 + Penalty 2966.544084 = -627110.548656
  nChanged 2
		SP:Iteration 51Q (21889.880000 sec): 3 clusters
  Score: Raw -630078.559258 + Penalty 2966.544084 = -627112.015175
  nChanged 4
		SP:Iteration 52Q (21890.100000 sec): 3 clusters
  Score: Raw -630080.262232 + Penalty 2966.544084 = -627113.718148
  nChanged 1
		SP:Iteration 53Q (21890.260000 sec): 3 clusters
  Score: Raw -630080.648795 + Penalty 2966.544084 = -627114.104711
  nChanged 0
		SP:Iteration 54F (21890.420000 sec): 3 clusters
  Score: Raw -630080.648795 + Penalty 2966.544084 = -627114.104711
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (2959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21890.530000 sec): 2 clusters
  Score: Raw -189830.073030 + Penalty 1298.798581 = -188531.274449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21890.680000 sec): 3 clusters
  Score: Raw -188558.549590 + Penalty 2597.597162 = -185960.952428
  nChanged 1139
		SP:Iteration 1F (21890.850000 sec): 3 clusters
  Score: Raw -190005.602513 + Penalty 2597.597162 = -187408.005351
  nChanged 408
		SP:Iteration 2F (21891.020000 sec): 3 clusters
  Score: Raw -190801.210181 + Penalty 2597.597162 = -188203.613019
  nChanged 297
		SP:Iteration 3F (21891.100000 sec): 3 clusters
  Score: Raw -191232.770728 + Penalty 2597.597162 = -188635.173566
  nChanged 171
		SP:Iteration 4F (21891.240000 sec): 3 clusters
  Score: Raw -191472.613470 + Penalty 2597.597162 = -188875.016308
  nChanged 122
		SP:Iteration 5Q (21891.400000 sec): 3 clusters
  Score: Raw -191670.679396 + Penalty 2597.597162 = -189073.082234
  nChanged 99
		SP:Iteration 6Q (21891.560000 sec): 3 clusters
  Score: Raw -191836.150585 + Penalty 2597.597162 = -189238.553423
  nChanged 68
		SP:Iteration 7Q (21891.700000 sec): 3 clusters
  Score: Raw -191908.451843 + Penalty 2597.597162 = -189310.854681
  nChanged 53
		SP:Iteration 8Q (21891.920000 sec): 3 clusters
  Score: Raw -191957.447036 + Penalty 2597.597162 = -189359.849874
  nChanged 48
		SP:Iteration 9Q (21892.050000 sec): 3 clusters
  Score: Raw -192002.922881 + Penalty 2597.597162 = -189405.325719
  nChanged 46
		SP:Iteration 10Q (21892.210000 sec): 3 clusters
  Score: Raw -192044.793145 + Penalty 2597.597162 = -189447.195983
  nChanged 33
		SP:Iteration 11Q (21892.400000 sec): 3 clusters
  Score: Raw -192078.404686 + Penalty 2597.597162 = -189480.807524
  nChanged 40
		SP:Iteration 12Q (21892.570000 sec): 3 clusters
  Score: Raw -192124.422232 + Penalty 2597.597162 = -189526.825070
  nChanged 33
		SP:Iteration 13Q (21892.760000 sec): 3 clusters
  Score: Raw -192164.936895 + Penalty 2597.597162 = -189567.339733
  nChanged 26
		SP:Iteration 14Q (21892.890000 sec): 3 clusters
  Score: Raw -192187.430868 + Penalty 2597.597162 = -189589.833706
  nChanged 21
		SP:Iteration 15Q (21893.080000 sec): 3 clusters
  Score: Raw -192203.781968 + Penalty 2597.597162 = -189606.184806
  nChanged 15
		SP:Iteration 16Q (21893.260000 sec): 3 clusters
  Score: Raw -192216.599529 + Penalty 2597.597162 = -189619.002367
  nChanged 13
		SP:Iteration 17Q (21893.360000 sec): 3 clusters
  Score: Raw -192227.113260 + Penalty 2597.597162 = -189629.516098
  nChanged 17
		SP:Iteration 18Q (21893.520000 sec): 3 clusters
  Score: Raw -192240.672489 + Penalty 2597.597162 = -189643.075327
  nChanged 15
		SP:Iteration 19Q (21893.680000 sec): 3 clusters
  Score: Raw -192249.617586 + Penalty 2597.597162 = -189652.020424
  nChanged 8
		SP:Iteration 20F (21893.820000 sec): 3 clusters
  Score: Raw -192253.051308 + Penalty 2597.597162 = -189655.454146
  nChanged 4
		SP:Iteration 21Q (21893.980000 sec): 3 clusters
  Score: Raw -192254.607368 + Penalty 2597.597162 = -189657.010206
  nChanged 2
		SP:Iteration 22Q (21894.180000 sec): 3 clusters
  Score: Raw -192255.385729 + Penalty 2597.597162 = -189657.788567
  nChanged 1
		SP:Iteration 23Q (21894.300000 sec): 3 clusters
  Score: Raw -192255.998417 + Penalty 2597.597162 = -189658.401255
  nChanged 0
		SP:Iteration 24F (21894.400000 sec): 3 clusters
  Score: Raw -192255.998417 + Penalty 2597.597162 = -189658.401255
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (4457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21894.490000 sec): 2 clusters
  Score: Raw -340798.576218 + Penalty 1365.362566 = -339433.213653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21894.650000 sec): 3 clusters
  Score: Raw -338551.652448 + Penalty 2730.725131 = -335820.927317
  nChanged 1768
		SP:Iteration 1F (21894.810000 sec): 3 clusters
  Score: Raw -339599.870583 + Penalty 2730.725131 = -336869.145452
  nChanged 376
		SP:Iteration 2F (21894.980000 sec): 3 clusters
  Score: Raw -339871.806513 + Penalty 2730.725131 = -337141.081382
  nChanged 291
		SP:Iteration 3F (21895.140000 sec): 3 clusters
  Score: Raw -340086.266838 + Penalty 2730.725131 = -337355.541707
  nChanged 274
		SP:Iteration 4F (21895.370000 sec): 3 clusters
  Score: Raw -340314.873009 + Penalty 2730.725131 = -337584.147878
  nChanged 259
		SP:Iteration 5F (21895.540000 sec): 3 clusters
  Score: Raw -340507.680270 + Penalty 2730.725131 = -337776.955139
  nChanged 210
		SP:Iteration 6Q (21895.690000 sec): 3 clusters
  Score: Raw -340640.053627 + Penalty 2730.725131 = -337909.328496
  nChanged 182
		SP:Iteration 7Q (21895.860000 sec): 3 clusters
  Score: Raw -340755.096082 + Penalty 2730.725131 = -338024.370951
  nChanged 167
		SP:Iteration 8Q (21896.080000 sec): 3 clusters
  Score: Raw -340846.670548 + Penalty 2730.725131 = -338115.945417
  nChanged 130
		SP:Iteration 9Q (21896.260000 sec): 3 clusters
  Score: Raw -340915.064725 + Penalty 2730.725131 = -338184.339594
  nChanged 113
		SP:Iteration 10Q (21896.450000 sec): 3 clusters
  Score: Raw -340970.200369 + Penalty 2730.725131 = -338239.475238
  nChanged 89
		SP:Iteration 11Q (21896.600000 sec): 3 clusters
  Score: Raw -341008.565560 + Penalty 2730.725131 = -338277.840429
  nChanged 69
		SP:Iteration 12Q (21896.820000 sec): 3 clusters
  Score: Raw -341041.625834 + Penalty 2730.725131 = -338310.900702
  nChanged 61
		SP:Iteration 13Q (21897.010000 sec): 3 clusters
  Score: Raw -341071.160795 + Penalty 2730.725131 = -338340.435664
  nChanged 47
		SP:Iteration 14Q (21897.200000 sec): 3 clusters
  Score: Raw -341089.764094 + Penalty 2730.725131 = -338359.038963
  nChanged 32
		SP:Iteration 15Q (21897.400000 sec): 3 clusters
  Score: Raw -341101.683393 + Penalty 2730.725131 = -338370.958261
  nChanged 19
		SP:Iteration 16Q (21897.570000 sec): 3 clusters
  Score: Raw -341109.395874 + Penalty 2730.725131 = -338378.670743
  nChanged 18
		SP:Iteration 17Q (21897.720000 sec): 3 clusters
  Score: Raw -341114.326548 + Penalty 2730.725131 = -338383.601417
  nChanged 25
		SP:Iteration 18Q (21897.940000 sec): 3 clusters
  Score: Raw -341124.451239 + Penalty 2730.725131 = -338393.726107
  nChanged 26
		SP:Iteration 19Q (21898.130000 sec): 3 clusters
  Score: Raw -341131.083672 + Penalty 2730.725131 = -338400.358541
  nChanged 17
		SP:Iteration 20F (21898.310000 sec): 3 clusters
  Score: Raw -341135.704165 + Penalty 2730.725131 = -338404.979034
  nChanged 12
		SP:Iteration 21Q (21898.510000 sec): 3 clusters
  Score: Raw -341138.666829 + Penalty 2730.725131 = -338407.941698
  nChanged 7
		SP:Iteration 22Q (21898.680000 sec): 3 clusters
  Score: Raw -341140.545235 + Penalty 2730.725131 = -338409.820104
  nChanged 9
		SP:Iteration 23Q (21898.860000 sec): 3 clusters
  Score: Raw -341143.137839 + Penalty 2730.725131 = -338412.412708
  nChanged 13
		SP:Iteration 24Q (21899.020000 sec): 3 clusters
  Score: Raw -341147.874671 + Penalty 2730.725131 = -338417.149540
  nChanged 8
		SP:Iteration 25Q (21899.220000 sec): 3 clusters
  Score: Raw -341150.455099 + Penalty 2730.725131 = -338419.729968
  nChanged 8
		SP:Iteration 26Q (21899.380000 sec): 3 clusters
  Score: Raw -341152.809029 + Penalty 2730.725131 = -338422.083898
  nChanged 6
		SP:Iteration 27Q (21899.540000 sec): 3 clusters
  Score: Raw -341155.128538 + Penalty 2730.725131 = -338424.403407
  nChanged 10
		SP:Iteration 28Q (21899.740000 sec): 3 clusters
  Score: Raw -341158.952091 + Penalty 2730.725131 = -338428.226960
  nChanged 13
		SP:Iteration 29Q (21899.900000 sec): 3 clusters
  Score: Raw -341162.190924 + Penalty 2730.725131 = -338431.465792
  nChanged 10
		SP:Iteration 30Q (21900.100000 sec): 3 clusters
  Score: Raw -341165.505674 + Penalty 2730.725131 = -338434.780543
  nChanged 11
		SP:Iteration 31Q (21900.240000 sec): 3 clusters
  Score: Raw -341170.168664 + Penalty 2730.725131 = -338439.443533
  nChanged 17
		SP:Iteration 32Q (21900.400000 sec): 3 clusters
  Score: Raw -341176.486988 + Penalty 2730.725131 = -338445.761857
  nChanged 15
		SP:Iteration 33Q (21900.590000 sec): 3 clusters
  Score: Raw -341183.534454 + Penalty 2730.725131 = -338452.809323
  nChanged 18
		SP:Iteration 34Q (21900.740000 sec): 3 clusters
  Score: Raw -341191.143426 + Penalty 2730.725131 = -338460.418295
  nChanged 16
		SP:Iteration 35Q (21900.900000 sec): 3 clusters
  Score: Raw -341198.223091 + Penalty 2730.725131 = -338467.497960
  nChanged 11
		SP:Iteration 36Q (21901.070000 sec): 3 clusters
  Score: Raw -341201.876205 + Penalty 2730.725131 = -338471.151073
  nChanged 10
		SP:Iteration 37Q (21901.230000 sec): 3 clusters
  Score: Raw -341204.556864 + Penalty 2730.725131 = -338473.831733
  nChanged 7
		SP:Iteration 38Q (21901.390000 sec): 3 clusters
  Score: Raw -341206.945312 + Penalty 2730.725131 = -338476.220181
  nChanged 5
		SP:Iteration 39Q (21901.590000 sec): 3 clusters
  Score: Raw -341208.646743 + Penalty 2730.725131 = -338477.921612
  nChanged 5
		SP:Iteration 40F (21901.750000 sec): 3 clusters
  Score: Raw -341210.189728 + Penalty 2730.725131 = -338479.464597
  nChanged 4
		SP:Iteration 41Q (21901.950000 sec): 3 clusters
  Score: Raw -341212.032865 + Penalty 2730.725131 = -338481.307734
  nChanged 6
		SP:Iteration 42Q (21902.200000 sec): 3 clusters
  Score: Raw -341213.484929 + Penalty 2730.725131 = -338482.759798
  nChanged 2
		SP:Iteration 43Q (21902.350000 sec): 3 clusters
  Score: Raw -341214.133881 + Penalty 2730.725131 = -338483.408750
  nChanged 1
		SP:Iteration 44Q (21902.490000 sec): 3 clusters
  Score: Raw -341214.351973 + Penalty 2730.725131 = -338483.626842
  nChanged 1
		SP:Iteration 45Q (21902.700000 sec): 3 clusters
  Score: Raw -341215.119267 + Penalty 2730.725131 = -338484.394135
  nChanged 4
		SP:Iteration 46Q (21902.850000 sec): 3 clusters
  Score: Raw -341216.526301 + Penalty 2730.725131 = -338485.801169
  nChanged 4
		SP:Iteration 47Q (21903.050000 sec): 3 clusters
  Score: Raw -341217.513467 + Penalty 2730.725131 = -338486.788336
  nChanged 4
		SP:Iteration 48Q (21903.260000 sec): 3 clusters
  Score: Raw -341219.101660 + Penalty 2730.725131 = -338488.376529
  nChanged 3
		SP:Iteration 49Q (21903.430000 sec): 3 clusters
  Score: Raw -341219.578781 + Penalty 2730.725131 = -338488.853650
  nChanged 3
		SP:Iteration 50Q (21903.580000 sec): 3 clusters
  Score: Raw -341220.215490 + Penalty 2730.725131 = -338489.490358
  nChanged 3
		SP:Iteration 51Q (21903.730000 sec): 3 clusters
  Score: Raw -341221.801174 + Penalty 2730.725131 = -338491.076043
  nChanged 4
		SP:Iteration 52Q (21903.910000 sec): 3 clusters
  Score: Raw -341222.609913 + Penalty 2730.725131 = -338491.884782
  nChanged 2
		SP:Iteration 53Q (21904.060000 sec): 3 clusters
  Score: Raw -341223.194101 + Penalty 2730.725131 = -338492.468970
  nChanged 1
		SP:Iteration 54Q (21904.200000 sec): 3 clusters
  Score: Raw -341223.650876 + Penalty 2730.725131 = -338492.925744
  nChanged 1
		SP:Iteration 55Q (21904.400000 sec): 3 clusters
  Score: Raw -341223.839935 + Penalty 2730.725131 = -338493.114804
  nChanged 2
		SP:Iteration 56Q (21904.570000 sec): 3 clusters
  Score: Raw -341224.849711 + Penalty 2730.725131 = -338494.124579
  nChanged 2
		SP:Iteration 57Q (21904.770000 sec): 3 clusters
  Score: Raw -341225.315296 + Penalty 2730.725131 = -338494.590165
  nChanged 0
		SP:Iteration 58F (21904.930000 sec): 3 clusters
  Score: Raw -341225.315296 + Penalty 2730.725131 = -338494.590165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (11627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21905.050000 sec): 2 clusters
  Score: Raw -926569.097109 + Penalty 1521.176355 = -925047.920754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21905.240000 sec): 3 clusters
  Score: Raw -920040.419100 + Penalty 3042.352709 = -916998.066391
  nChanged 5091
		SP:Iteration 1F (21905.470000 sec): 3 clusters
  Score: Raw -923762.308591 + Penalty 3042.352709 = -920719.955882
  nChanged 1166
		SP:Iteration 2F (21905.690000 sec): 3 clusters
  Score: Raw -925173.168376 + Penalty 3042.352709 = -922130.815666
  nChanged 1176
		SP:Iteration 3F (21905.890000 sec): 3 clusters
  Score: Raw -926832.515415 + Penalty 3042.352709 = -923790.162706
  nChanged 1139
		SP:Iteration 4F (21906.130000 sec): 3 clusters
  Score: Raw -928326.752688 + Penalty 3042.352709 = -925284.399979
  nChanged 873
		SP:Iteration 5F (21906.290000 sec): 3 clusters
  Score: Raw -929532.956982 + Penalty 3042.352709 = -926490.604273
  nChanged 682
		SP:Iteration 6F (21906.570000 sec): 3 clusters
  Score: Raw -930509.177424 + Penalty 3042.352709 = -927466.824715
  nChanged 463
		SP:Iteration 7Q (21906.790000 sec): 3 clusters
  Score: Raw -931025.852511 + Penalty 3042.352709 = -927983.499802
  nChanged 269
		SP:Iteration 8Q (21907.030000 sec): 3 clusters
  Score: Raw -931207.388462 + Penalty 3042.352709 = -928165.035752
  nChanged 177
		SP:Iteration 9Q (21907.280000 sec): 3 clusters
  Score: Raw -931327.399801 + Penalty 3042.352709 = -928285.047092
  nChanged 162
		SP:Iteration 10Q (21907.450000 sec): 3 clusters
  Score: Raw -931436.958076 + Penalty 3042.352709 = -928394.605367
  nChanged 141
		SP:Iteration 11Q (21907.700000 sec): 3 clusters
  Score: Raw -931564.457161 + Penalty 3042.352709 = -928522.104452
  nChanged 166
		SP:Iteration 12Q (21907.870000 sec): 3 clusters
  Score: Raw -931693.957360 + Penalty 3042.352709 = -928651.604651
  nChanged 150
		SP:Iteration 13Q (21908.070000 sec): 3 clusters
  Score: Raw -931798.880264 + Penalty 3042.352709 = -928756.527555
  nChanged 133
		SP:Iteration 14Q (21908.330000 sec): 3 clusters
  Score: Raw -931888.337378 + Penalty 3042.352709 = -928845.984669
  nChanged 109
		SP:Iteration 15Q (21908.560000 sec): 3 clusters
  Score: Raw -931955.992307 + Penalty 3042.352709 = -928913.639598
  nChanged 80
		SP:Iteration 16Q (21908.700000 sec): 3 clusters
  Score: Raw -931997.162805 + Penalty 3042.352709 = -928954.810096
  nChanged 70
		SP:Iteration 17Q (21908.940000 sec): 3 clusters
  Score: Raw -932034.522948 + Penalty 3042.352709 = -928992.170239
  nChanged 72
		SP:Iteration 18Q (21909.130000 sec): 3 clusters
  Score: Raw -932073.512022 + Penalty 3042.352709 = -929031.159313
  nChanged 67
		SP:Iteration 19Q (21909.340000 sec): 3 clusters
  Score: Raw -932112.999061 + Penalty 3042.352709 = -929070.646352
  nChanged 70
		SP:Iteration 20F (21909.520000 sec): 3 clusters
  Score: Raw -932165.221970 + Penalty 3042.352709 = -929122.869261
  nChanged 77
		SP:Iteration 21Q (21909.720000 sec): 3 clusters
  Score: Raw -932213.424697 + Penalty 3042.352709 = -929171.071987
  nChanged 92
		SP:Iteration 22Q (21909.940000 sec): 3 clusters
  Score: Raw -932284.246467 + Penalty 3042.352709 = -929241.893758
  nChanged 125
		SP:Iteration 23Q (21910.150000 sec): 3 clusters
  Score: Raw -932388.418738 + Penalty 3042.352709 = -929346.066029
  nChanged 126
		SP:Iteration 24Q (21910.380000 sec): 3 clusters
  Score: Raw -932515.945671 + Penalty 3042.352709 = -929473.592962
  nChanged 136
		SP:Iteration 25Q (21910.600000 sec): 3 clusters
  Score: Raw -932730.578511 + Penalty 3042.352709 = -929688.225802
  nChanged 148
		SP:Iteration 26Q (21910.830000 sec): 3 clusters
  Score: Raw -932975.374208 + Penalty 3042.352709 = -929933.021499
  nChanged 154
		SP:Iteration 27Q (21911.040000 sec): 3 clusters
  Score: Raw -933285.363546 + Penalty 3042.352709 = -930243.010837
  nChanged 158
		SP:Iteration 28Q (21911.240000 sec): 3 clusters
  Score: Raw -933681.579949 + Penalty 3042.352709 = -930639.227240
  nChanged 133
		SP:Iteration 29Q (21911.450000 sec): 3 clusters
  Score: Raw -933986.702332 + Penalty 3042.352709 = -930944.349623
  nChanged 64
		SP:Iteration 30Q (21911.610000 sec): 3 clusters
  Score: Raw -934065.321501 + Penalty 3042.352709 = -931022.968792
  nChanged 33
		SP:Iteration 31Q (21911.780000 sec): 3 clusters
  Score: Raw -934091.885862 + Penalty 3042.352709 = -931049.533153
  nChanged 18
		SP:Iteration 32Q (21912.000000 sec): 3 clusters
  Score: Raw -934100.868030 + Penalty 3042.352709 = -931058.515321
  nChanged 6
		SP:Iteration 33Q (21912.210000 sec): 3 clusters
  Score: Raw -934104.489098 + Penalty 3042.352709 = -931062.136389
  nChanged 6
		SP:Iteration 34Q (21912.460000 sec): 3 clusters
  Score: Raw -934106.069481 + Penalty 3042.352709 = -931063.716772
  nChanged 5
		SP:Iteration 35Q (21912.670000 sec): 3 clusters
  Score: Raw -934107.322794 + Penalty 3042.352709 = -931064.970085
  nChanged 1
		SP:Iteration 36Q (21912.860000 sec): 3 clusters
  Score: Raw -934107.659561 + Penalty 3042.352709 = -931065.306852
  nChanged 1
		SP:Iteration 37Q (21913.070000 sec): 3 clusters
  Score: Raw -934110.434430 + Penalty 3042.352709 = -931068.081721
  nChanged 1
		SP:Iteration 38Q (21913.290000 sec): 3 clusters
  Score: Raw -934110.819879 + Penalty 3042.352709 = -931068.467170
  nChanged 1
		SP:Iteration 39Q (21913.490000 sec): 3 clusters
  Score: Raw -934110.892190 + Penalty 3042.352709 = -931068.539481
  nChanged 1
		SP:Iteration 40F (21913.740000 sec): 3 clusters
  Score: Raw -934111.064454 + Penalty 3042.352709 = -931068.711745
  nChanged 1
		SP:Iteration 41Q (21913.920000 sec): 3 clusters
  Score: Raw -934111.107322 + Penalty 3042.352709 = -931068.754613
  nChanged 0
		SP:Iteration 42F (21914.120000 sec): 3 clusters
  Score: Raw -934111.107322 + Penalty 3042.352709 = -931068.754613
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21914.230000 sec): 2 clusters
  Score: Raw -97853.321146 + Penalty 1167.871416 = -96685.449730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21914.370000 sec): 3 clusters
  Score: Raw -97503.982552 + Penalty 2335.742832 = -95168.239721
  nChanged 458
		SP:Iteration 1F (21914.520000 sec): 3 clusters
  Score: Raw -98332.445489 + Penalty 2335.742832 = -95996.702657
  nChanged 189
		SP:Iteration 2F (21914.660000 sec): 3 clusters
  Score: Raw -99573.757001 + Penalty 2335.742832 = -97238.014169
  nChanged 123
		SP:Iteration 3F (21914.770000 sec): 3 clusters
  Score: Raw -100442.774388 + Penalty 2335.742832 = -98107.031557
  nChanged 72
		SP:Iteration 4F (21914.960000 sec): 3 clusters
  Score: Raw -100631.471361 + Penalty 2335.742832 = -98295.728530
  nChanged 32
		SP:Iteration 5Q (21915.090000 sec): 3 clusters
  Score: Raw -100748.717294 + Penalty 2335.742832 = -98412.974462
  nChanged 20
		SP:Iteration 6Q (21915.290000 sec): 3 clusters
  Score: Raw -100831.205168 + Penalty 2335.742832 = -98495.462337
  nChanged 6
		SP:Iteration 7Q (21915.450000 sec): 3 clusters
  Score: Raw -100897.130454 + Penalty 2335.742832 = -98561.387622
  nChanged 5
		SP:Iteration 8Q (21915.590000 sec): 3 clusters
  Score: Raw -100914.093179 + Penalty 2335.742832 = -98578.350347
  nChanged 3
		SP:Iteration 9Q (21915.720000 sec): 3 clusters
  Score: Raw -100919.710017 + Penalty 2335.742832 = -98583.967186
  nChanged 4
		SP:Iteration 10Q (21915.880000 sec): 3 clusters
  Score: Raw -100925.046914 + Penalty 2335.742832 = -98589.304083
  nChanged 4
		SP:Iteration 11Q (21916.020000 sec): 3 clusters
  Score: Raw -100931.624721 + Penalty 2335.742832 = -98595.881889
  nChanged 6
		SP:Iteration 12Q (21916.210000 sec): 3 clusters
  Score: Raw -100949.644336 + Penalty 2335.742832 = -98613.901504
  nChanged 7
		SP:Iteration 13Q (21916.320000 sec): 3 clusters
  Score: Raw -100964.286226 + Penalty 2335.742832 = -98628.543394
  nChanged 6
		SP:Iteration 14Q (21916.510000 sec): 3 clusters
  Score: Raw -100979.744320 + Penalty 2335.742832 = -98644.001488
  nChanged 5
		SP:Iteration 15Q (21916.690000 sec): 3 clusters
  Score: Raw -100994.926096 + Penalty 2335.742832 = -98659.183264
  nChanged 6
		SP:Iteration 16Q (21916.810000 sec): 3 clusters
  Score: Raw -101026.690401 + Penalty 2335.742832 = -98690.947569
  nChanged 4
		SP:Iteration 17Q (21916.980000 sec): 3 clusters
  Score: Raw -101064.587279 + Penalty 2335.742832 = -98728.844447
  nChanged 3
		SP:Iteration 18Q (21917.130000 sec): 3 clusters
  Score: Raw -101091.657514 + Penalty 2335.742832 = -98755.914682
  nChanged 3
		SP:Iteration 19Q (21917.260000 sec): 3 clusters
  Score: Raw -101127.228538 + Penalty 2335.742832 = -98791.485706
  nChanged 2
		SP:Iteration 20F (21917.440000 sec): 3 clusters
  Score: Raw -101147.504411 + Penalty 2335.742832 = -98811.761579
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (3732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21917.550000 sec): 2 clusters
  Score: Raw -279664.341442 + Penalty 1336.513679 = -278327.827763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21917.670000 sec): 3 clusters
  Score: Raw -277876.696628 + Penalty 2673.027358 = -275203.669270
  nChanged 1523
		SP:Iteration 1F (21917.870000 sec): 3 clusters
  Score: Raw -278866.862745 + Penalty 2673.027358 = -276193.835387
  nChanged 358
		SP:Iteration 2F (21918.040000 sec): 3 clusters
  Score: Raw -279282.065839 + Penalty 2673.027358 = -276609.038482
  nChanged 342
		SP:Iteration 3F (21918.180000 sec): 3 clusters
  Score: Raw -279914.451310 + Penalty 2673.027358 = -277241.423952
  nChanged 388
		SP:Iteration 4F (21918.330000 sec): 3 clusters
  Score: Raw -280994.071119 + Penalty 2673.027358 = -278321.043761
  nChanged 427
		SP:Iteration 5F (21918.490000 sec): 3 clusters
  Score: Raw -282356.127423 + Penalty 2673.027358 = -279683.100066
  nChanged 244
		SP:Iteration 6F (21918.650000 sec): 3 clusters
  Score: Raw -283793.169150 + Penalty 2673.027358 = -281120.141793
  nChanged 126
		SP:Iteration 7Q (21918.790000 sec): 3 clusters
  Score: Raw -285054.543702 + Penalty 2673.027358 = -282381.516345
  nChanged 54
		SP:Iteration 8Q (21918.940000 sec): 3 clusters
  Score: Raw -285363.648571 + Penalty 2673.027358 = -282690.621213
  nChanged 30
		SP:Iteration 9Q (21919.040000 sec): 3 clusters
  Score: Raw -285587.233837 + Penalty 2673.027358 = -282914.206479
  nChanged 15
		SP:Iteration 10Q (21919.220000 sec): 3 clusters
  Score: Raw -285647.713451 + Penalty 2673.027358 = -282974.686093
  nChanged 5
		SP:Iteration 11Q (21919.380000 sec): 3 clusters
  Score: Raw -285657.105525 + Penalty 2673.027358 = -282984.078167
  nChanged 4
		SP:Iteration 12Q (21919.590000 sec): 3 clusters
  Score: Raw -285663.416048 + Penalty 2673.027358 = -282990.388690
  nChanged 3
		SP:Iteration 13Q (21919.770000 sec): 3 clusters
  Score: Raw -285666.811224 + Penalty 2673.027358 = -282993.783866
  nChanged 3
		SP:Iteration 14Q (21919.940000 sec): 3 clusters
  Score: Raw -285676.261947 + Penalty 2673.027358 = -283003.234589
  nChanged 9
		SP:Iteration 15Q (21920.130000 sec): 3 clusters
  Score: Raw -285704.330056 + Penalty 2673.027358 = -283031.302699
  nChanged 6
		SP:Iteration 16Q (21920.290000 sec): 3 clusters
  Score: Raw -285724.693052 + Penalty 2673.027358 = -283051.665695
  nChanged 9
		SP:Iteration 17Q (21920.470000 sec): 3 clusters
  Score: Raw -285758.305868 + Penalty 2673.027358 = -283085.278510
  nChanged 9
		SP:Iteration 18Q (21920.590000 sec): 3 clusters
  Score: Raw -285786.580839 + Penalty 2673.027358 = -283113.553481
  nChanged 5
		SP:Iteration 19Q (21920.780000 sec): 3 clusters
  Score: Raw -285795.892598 + Penalty 2673.027358 = -283122.865240
  nChanged 3
		SP:Iteration 20F (21920.930000 sec): 3 clusters
  Score: Raw -285805.762390 + Penalty 2673.027358 = -283132.735033
  nChanged 3
		SP:Iteration 21Q (21921.090000 sec): 3 clusters
  Score: Raw -285808.408802 + Penalty 2673.027358 = -283135.381445
  nChanged 0
		SP:Iteration 22F (21921.250000 sec): 3 clusters
  Score: Raw -285808.408802 + Penalty 2673.027358 = -283135.381445
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (2224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21921.350000 sec): 2 clusters
  Score: Raw -178577.449625 + Penalty 1252.397681 = -177325.051944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21921.500000 sec): 3 clusters
  Score: Raw -177622.917013 + Penalty 2504.795363 = -175118.121650
  nChanged 798
		SP:Iteration 1F (21921.690000 sec): 3 clusters
  Score: Raw -178214.640193 + Penalty 2504.795363 = -175709.844830
  nChanged 204
		SP:Iteration 2F (21921.810000 sec): 3 clusters
  Score: Raw -178461.223543 + Penalty 2504.795363 = -175956.428180
  nChanged 176
		SP:Iteration 3F (21922.010000 sec): 3 clusters
  Score: Raw -178727.608133 + Penalty 2504.795363 = -176222.812770
  nChanged 158
		SP:Iteration 4F (21922.170000 sec): 3 clusters
  Score: Raw -178922.503990 + Penalty 2504.795363 = -176417.708627
  nChanged 127
		SP:Iteration 5F (21922.330000 sec): 3 clusters
  Score: Raw -179044.995371 + Penalty 2504.795363 = -176540.200008
  nChanged 70
		SP:Iteration 6Q (21922.480000 sec): 3 clusters
  Score: Raw -179115.498155 + Penalty 2504.795363 = -176610.702792
  nChanged 76
		SP:Iteration 7Q (21922.590000 sec): 3 clusters
  Score: Raw -179197.870831 + Penalty 2504.795363 = -176693.075468
  nChanged 71
		SP:Iteration 8Q (21922.650000 sec): 3 clusters
  Score: Raw -179290.221920 + Penalty 2504.795363 = -176785.426557
  nChanged 74
		SP:Iteration 9Q (21922.780000 sec): 3 clusters
  Score: Raw -179428.722961 + Penalty 2504.795363 = -176923.927598
  nChanged 74
		SP:Iteration 10Q (21922.900000 sec): 3 clusters
  Score: Raw -179599.370662 + Penalty 2504.795363 = -177094.575299
  nChanged 75
		SP:Iteration 11Q (21923.020000 sec): 3 clusters
  Score: Raw -179823.295915 + Penalty 2504.795363 = -177318.500552
  nChanged 69
		SP:Iteration 12Q (21923.120000 sec): 3 clusters
  Score: Raw -179964.438411 + Penalty 2504.795363 = -177459.643048
  nChanged 61
		SP:Iteration 13Q (21923.270000 sec): 3 clusters
  Score: Raw -180021.186509 + Penalty 2504.795363 = -177516.391146
  nChanged 42
		SP:Iteration 14Q (21923.400000 sec): 3 clusters
  Score: Raw -180065.181169 + Penalty 2504.795363 = -177560.385806
  nChanged 41
		SP:Iteration 15Q (21923.590000 sec): 3 clusters
  Score: Raw -180122.328713 + Penalty 2504.795363 = -177617.533350
  nChanged 42
		SP:Iteration 16Q (21923.710000 sec): 3 clusters
  Score: Raw -180188.393468 + Penalty 2504.795363 = -177683.598105
  nChanged 46
		SP:Iteration 17Q (21923.880000 sec): 3 clusters
  Score: Raw -180268.409998 + Penalty 2504.795363 = -177763.614635
  nChanged 54
		SP:Iteration 18Q (21924.060000 sec): 3 clusters
  Score: Raw -180356.513138 + Penalty 2504.795363 = -177851.717775
  nChanged 50
		SP:Iteration 19Q (21924.170000 sec): 3 clusters
  Score: Raw -180424.221551 + Penalty 2504.795363 = -177919.426188
  nChanged 34
		SP:Iteration 20F (21924.350000 sec): 3 clusters
  Score: Raw -180489.838582 + Penalty 2504.795363 = -177985.043219
  nChanged 48
		SP:Iteration 21Q (21924.510000 sec): 3 clusters
  Score: Raw -180616.781116 + Penalty 2504.795363 = -178111.985753
  nChanged 43
		SP:Iteration 22Q (21924.640000 sec): 3 clusters
  Score: Raw -180822.765842 + Penalty 2504.795363 = -178317.970479
  nChanged 34
		SP:Iteration 23Q (21924.810000 sec): 3 clusters
  Score: Raw -181040.185368 + Penalty 2504.795363 = -178535.390005
  nChanged 25
		SP:Iteration 24Q (21924.990000 sec): 3 clusters
  Score: Raw -181145.351583 + Penalty 2504.795363 = -178640.556220
  nChanged 11
		SP:Iteration 25Q (21925.090000 sec): 3 clusters
  Score: Raw -181163.093802 + Penalty 2504.795363 = -178658.298439
  nChanged 3
		SP:Iteration 26Q (21925.250000 sec): 3 clusters
  Score: Raw -181165.232296 + Penalty 2504.795363 = -178660.436933
  nChanged 2
		SP:Iteration 27Q (21925.410000 sec): 3 clusters
  Score: Raw -181168.092749 + Penalty 2504.795363 = -178663.297386
  nChanged 1
		SP:Iteration 28Q (21925.540000 sec): 3 clusters
  Score: Raw -181168.694000 + Penalty 2504.795363 = -178663.898637
  nChanged 1
		SP:Iteration 29Q (21925.680000 sec): 3 clusters
  Score: Raw -181169.677668 + Penalty 2504.795363 = -178664.882305
  nChanged 1
		SP:Iteration 30Q (21925.810000 sec): 3 clusters
  Score: Raw -181170.676956 + Penalty 2504.795363 = -178665.881593
  nChanged 0
		SP:Iteration 31F (21925.970000 sec): 3 clusters
  Score: Raw -181170.676956 + Penalty 2504.795363 = -178665.881593
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21926.130000 sec): 2 clusters
  Score: Raw -222031.504939 + Penalty 1322.089075 = -220709.415863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21926.290000 sec): 3 clusters
  Score: Raw -220481.627090 + Penalty 2644.178151 = -217837.448939
  nChanged 1367
		SP:Iteration 1F (21926.420000 sec): 3 clusters
  Score: Raw -221860.306881 + Penalty 2644.178151 = -219216.128730
  nChanged 426
		SP:Iteration 2F (21926.560000 sec): 3 clusters
  Score: Raw -222777.590793 + Penalty 2644.178151 = -220133.412642
  nChanged 376
		SP:Iteration 3F (21926.690000 sec): 3 clusters
  Score: Raw -223443.194472 + Penalty 2644.178151 = -220799.016321
  nChanged 259
		SP:Iteration 4F (21926.860000 sec): 3 clusters
  Score: Raw -223774.402061 + Penalty 2644.178151 = -221130.223911
  nChanged 201
		SP:Iteration 5F (21927.020000 sec): 3 clusters
  Score: Raw -224148.619846 + Penalty 2644.178151 = -221504.441696
  nChanged 189
		SP:Iteration 6F (21927.230000 sec): 3 clusters
  Score: Raw -224654.533295 + Penalty 2644.178151 = -222010.355144
  nChanged 186
		SP:Iteration 7F (21927.370000 sec): 3 clusters
  Score: Raw -225152.611551 + Penalty 2644.178151 = -222508.433400
  nChanged 192
		SP:Iteration 8F (21927.560000 sec): 3 clusters
  Score: Raw -225598.744431 + Penalty 2644.178151 = -222954.566280
  nChanged 118
		SP:Iteration 9Q (21927.740000 sec): 3 clusters
  Score: Raw -225761.260246 + Penalty 2644.178151 = -223117.082095
  nChanged 55
		SP:Iteration 10Q (21927.870000 sec): 3 clusters
  Score: Raw -225788.831447 + Penalty 2644.178151 = -223144.653296
  nChanged 25
		SP:Iteration 11Q (21928.010000 sec): 3 clusters
  Score: Raw -225797.166950 + Penalty 2644.178151 = -223152.988799
  nChanged 11
		SP:Iteration 12Q (21928.180000 sec): 3 clusters
  Score: Raw -225800.555396 + Penalty 2644.178151 = -223156.377245
  nChanged 10
		SP:Iteration 13Q (21928.350000 sec): 3 clusters
  Score: Raw -225804.363976 + Penalty 2644.178151 = -223160.185825
  nChanged 5
		SP:Iteration 14Q (21928.510000 sec): 3 clusters
  Score: Raw -225805.369291 + Penalty 2644.178151 = -223161.191140
  nChanged 1
		SP:Iteration 15Q (21928.660000 sec): 3 clusters
  Score: Raw -225806.222875 + Penalty 2644.178151 = -223162.044724
  nChanged 2
		SP:Iteration 16Q (21928.850000 sec): 3 clusters
  Score: Raw -225807.478074 + Penalty 2644.178151 = -223163.299923
  nChanged 1
		SP:Iteration 17Q (21929.030000 sec): 3 clusters
  Score: Raw -225807.609580 + Penalty 2644.178151 = -223163.431429
  nChanged 1
		SP:Iteration 18Q (21929.230000 sec): 3 clusters
  Score: Raw -225807.786929 + Penalty 2644.178151 = -223163.608778
  nChanged 0
		SP:Iteration 19F (21929.410000 sec): 3 clusters
  Score: Raw -225807.786929 + Penalty 2644.178151 = -223163.608778
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (1212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21929.470000 sec): 2 clusters
  Score: Raw -89164.789115 + Penalty 1153.754415 = -88011.034701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21929.630000 sec): 3 clusters
  Score: Raw -89013.650659 + Penalty 2307.508829 = -86706.141830
  nChanged 406
		SP:Iteration 1F (21929.750000 sec): 3 clusters
  Score: Raw -89703.429249 + Penalty 2307.508829 = -87395.920420
  nChanged 197
		SP:Iteration 2F (21929.920000 sec): 3 clusters
  Score: Raw -90377.412585 + Penalty 2307.508829 = -88069.903755
  nChanged 142
		SP:Iteration 3F (21930.050000 sec): 3 clusters
  Score: Raw -91066.288159 + Penalty 2307.508829 = -88758.779330
  nChanged 71
		SP:Iteration 4F (21930.210000 sec): 3 clusters
  Score: Raw -91396.410106 + Penalty 2307.508829 = -89088.901277
  nChanged 33
		SP:Iteration 5Q (21930.400000 sec): 3 clusters
  Score: Raw -91592.397091 + Penalty 2307.508829 = -89284.888262
  nChanged 18
		SP:Iteration 6Q (21930.510000 sec): 3 clusters
  Score: Raw -91657.743167 + Penalty 2307.508829 = -89350.234338
  nChanged 5
		SP:Iteration 7Q (21930.690000 sec): 3 clusters
  Score: Raw -91675.790197 + Penalty 2307.508829 = -89368.281368
  nChanged 1
		SP:Iteration 8Q (21930.820000 sec): 3 clusters
  Score: Raw -91676.879360 + Penalty 2307.508829 = -89369.370530
  nChanged 0
		SP:Iteration 9F (21930.940000 sec): 3 clusters
  Score: Raw -91676.879360 + Penalty 2307.508829 = -89369.370530
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21931.050000 sec): 2 clusters
  Score: Raw -81134.672826 + Penalty 1125.089652 = -80009.583174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21931.160000 sec): 3 clusters
  Score: Raw -80793.065714 + Penalty 2250.179304 = -78542.886409
  nChanged 315
		SP:Iteration 1F (21931.340000 sec): 3 clusters
  Score: Raw -81027.898373 + Penalty 2250.179304 = -78777.719068
  nChanged 77
		SP:Iteration 2F (21931.480000 sec): 3 clusters
  Score: Raw -81111.190185 + Penalty 2250.179304 = -78861.010881
  nChanged 48
		SP:Iteration 3Q (21931.650000 sec): 3 clusters
  Score: Raw -81151.070595 + Penalty 2250.179304 = -78900.891291
  nChanged 24
		SP:Iteration 4Q (21931.800000 sec): 3 clusters
  Score: Raw -81175.307088 + Penalty 2250.179304 = -78925.127784
  nChanged 16
		SP:Iteration 5Q (21931.930000 sec): 3 clusters
  Score: Raw -81191.080452 + Penalty 2250.179304 = -78940.901148
  nChanged 13
		SP:Iteration 6Q (21932.100000 sec): 3 clusters
  Score: Raw -81203.322587 + Penalty 2250.179304 = -78953.143283
  nChanged 12
		SP:Iteration 7Q (21932.220000 sec): 3 clusters
  Score: Raw -81214.851115 + Penalty 2250.179304 = -78964.671811
  nChanged 14
		SP:Iteration 8Q (21932.380000 sec): 3 clusters
  Score: Raw -81226.806006 + Penalty 2250.179304 = -78976.626702
  nChanged 10
		SP:Iteration 9Q (21932.540000 sec): 3 clusters
  Score: Raw -81235.008317 + Penalty 2250.179304 = -78984.829013
  nChanged 9
		SP:Iteration 10Q (21932.730000 sec): 3 clusters
  Score: Raw -81241.213665 + Penalty 2250.179304 = -78991.034361
  nChanged 6
		SP:Iteration 11Q (21932.880000 sec): 3 clusters
  Score: Raw -81246.274345 + Penalty 2250.179304 = -78996.095041
  nChanged 4
		SP:Iteration 12Q (21933.000000 sec): 3 clusters
  Score: Raw -81248.099395 + Penalty 2250.179304 = -78997.920091
  nChanged 4
		SP:Iteration 13Q (21933.120000 sec): 3 clusters
  Score: Raw -81251.639386 + Penalty 2250.179304 = -79001.460082
  nChanged 4
		SP:Iteration 14Q (21933.280000 sec): 3 clusters
  Score: Raw -81253.375964 + Penalty 2250.179304 = -79003.196660
  nChanged 2
		SP:Iteration 15Q (21933.460000 sec): 3 clusters
  Score: Raw -81254.677144 + Penalty 2250.179304 = -79004.497840
  nChanged 0
		SP:Iteration 16F (21933.620000 sec): 3 clusters
  Score: Raw -81254.677144 + Penalty 2250.179304 = -79004.497840
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (8102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21933.740000 sec): 2 clusters
  Score: Raw -685116.793321 + Penalty 1462.478261 = -683654.315059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21933.920000 sec): 3 clusters
  Score: Raw -680670.645642 + Penalty 2924.956523 = -677745.689119
  nChanged 3470
		SP:Iteration 1F (21934.080000 sec): 3 clusters
  Score: Raw -682558.552001 + Penalty 2924.956523 = -679633.595479
  nChanged 555
		SP:Iteration 2F (21934.240000 sec): 3 clusters
  Score: Raw -682873.055477 + Penalty 2924.956523 = -679948.098954
  nChanged 501
		SP:Iteration 3F (21934.410000 sec): 3 clusters
  Score: Raw -683169.238952 + Penalty 2924.956523 = -680244.282429
  nChanged 477
		SP:Iteration 4F (21934.600000 sec): 3 clusters
  Score: Raw -683517.802336 + Penalty 2924.956523 = -680592.845813
  nChanged 478
		SP:Iteration 5F (21934.770000 sec): 3 clusters
  Score: Raw -683870.547408 + Penalty 2924.956523 = -680945.590885
  nChanged 453
		SP:Iteration 6F (21934.960000 sec): 3 clusters
  Score: Raw -684168.424835 + Penalty 2924.956523 = -681243.468312
  nChanged 402
		SP:Iteration 7Q (21935.160000 sec): 3 clusters
  Score: Raw -684416.813750 + Penalty 2924.956523 = -681491.857227
  nChanged 339
		SP:Iteration 8Q (21935.370000 sec): 3 clusters
  Score: Raw -684612.018003 + Penalty 2924.956523 = -681687.061481
  nChanged 300
		SP:Iteration 9Q (21935.550000 sec): 3 clusters
  Score: Raw -684745.934993 + Penalty 2924.956523 = -681820.978470
  nChanged 213
		SP:Iteration 10Q (21935.700000 sec): 3 clusters
  Score: Raw -684827.545031 + Penalty 2924.956523 = -681902.588508
  nChanged 159
		SP:Iteration 11Q (21935.970000 sec): 3 clusters
  Score: Raw -684898.882282 + Penalty 2924.956523 = -681973.925760
  nChanged 161
		SP:Iteration 12Q (21936.150000 sec): 3 clusters
  Score: Raw -684961.147105 + Penalty 2924.956523 = -682036.190582
  nChanged 136
		SP:Iteration 13Q (21936.300000 sec): 3 clusters
  Score: Raw -685013.262963 + Penalty 2924.956523 = -682088.306440
  nChanged 125
		SP:Iteration 14Q (21936.460000 sec): 3 clusters
  Score: Raw -685055.031152 + Penalty 2924.956523 = -682130.074629
  nChanged 91
		SP:Iteration 15Q (21936.690000 sec): 3 clusters
  Score: Raw -685087.175411 + Penalty 2924.956523 = -682162.218889
  nChanged 78
		SP:Iteration 16Q (21936.860000 sec): 3 clusters
  Score: Raw -685108.148553 + Penalty 2924.956523 = -682183.192031
  nChanged 73
		SP:Iteration 17Q (21937.090000 sec): 3 clusters
  Score: Raw -685127.563655 + Penalty 2924.956523 = -682202.607132
  nChanged 61
		SP:Iteration 18Q (21937.260000 sec): 3 clusters
  Score: Raw -685146.260956 + Penalty 2924.956523 = -682221.304433
  nChanged 58
		SP:Iteration 19Q (21937.510000 sec): 3 clusters
  Score: Raw -685165.881500 + Penalty 2924.956523 = -682240.924977
  nChanged 61
		SP:Iteration 20F (21937.680000 sec): 3 clusters
  Score: Raw -685192.610513 + Penalty 2924.956523 = -682267.653990
  nChanged 60
		SP:Iteration 21Q (21937.840000 sec): 3 clusters
  Score: Raw -685217.922580 + Penalty 2924.956523 = -682292.966057
  nChanged 51
		SP:Iteration 22Q (21937.980000 sec): 3 clusters
  Score: Raw -685234.794831 + Penalty 2924.956523 = -682309.838308
  nChanged 52
		SP:Iteration 23Q (21938.180000 sec): 3 clusters
  Score: Raw -685252.716223 + Penalty 2924.956523 = -682327.759700
  nChanged 53
		SP:Iteration 24Q (21938.420000 sec): 3 clusters
  Score: Raw -685268.662619 + Penalty 2924.956523 = -682343.706097
  nChanged 38
		SP:Iteration 25Q (21938.550000 sec): 3 clusters
  Score: Raw -685281.372160 + Penalty 2924.956523 = -682356.415637
  nChanged 37
		SP:Iteration 26Q (21938.730000 sec): 3 clusters
  Score: Raw -685291.223429 + Penalty 2924.956523 = -682366.266906
  nChanged 40
		SP:Iteration 27Q (21938.880000 sec): 3 clusters
  Score: Raw -685304.647665 + Penalty 2924.956523 = -682379.691142
  nChanged 39
		SP:Iteration 28Q (21939.080000 sec): 3 clusters
  Score: Raw -685318.421905 + Penalty 2924.956523 = -682393.465383
  nChanged 44
		SP:Iteration 29Q (21939.250000 sec): 3 clusters
  Score: Raw -685332.511765 + Penalty 2924.956523 = -682407.555242
  nChanged 32
		SP:Iteration 30Q (21939.430000 sec): 3 clusters
  Score: Raw -685341.847133 + Penalty 2924.956523 = -682416.890610
  nChanged 29
		SP:Iteration 31Q (21939.650000 sec): 3 clusters
  Score: Raw -685349.412761 + Penalty 2924.956523 = -682424.456238
  nChanged 26
		SP:Iteration 32Q (21939.840000 sec): 3 clusters
  Score: Raw -685356.180585 + Penalty 2924.956523 = -682431.224062
  nChanged 28
		SP:Iteration 33Q (21940.010000 sec): 3 clusters
  Score: Raw -685363.575270 + Penalty 2924.956523 = -682438.618748
  nChanged 29
		SP:Iteration 34Q (21940.260000 sec): 3 clusters
  Score: Raw -685370.384503 + Penalty 2924.956523 = -682445.427980
  nChanged 22
		SP:Iteration 35Q (21940.410000 sec): 3 clusters
  Score: Raw -685375.348676 + Penalty 2924.956523 = -682450.392154
  nChanged 19
		SP:Iteration 36Q (21940.610000 sec): 3 clusters
  Score: Raw -685382.596476 + Penalty 2924.956523 = -682457.639953
  nChanged 27
		SP:Iteration 37Q (21940.790000 sec): 3 clusters
  Score: Raw -685393.398031 + Penalty 2924.956523 = -682468.441508
  nChanged 30
		SP:Iteration 38Q (21940.940000 sec): 3 clusters
  Score: Raw -685403.712728 + Penalty 2924.956523 = -682478.756205
  nChanged 26
		SP:Iteration 39Q (21941.140000 sec): 3 clusters
  Score: Raw -685413.819767 + Penalty 2924.956523 = -682488.863245
  nChanged 29
		SP:Iteration 40F (21941.370000 sec): 3 clusters
  Score: Raw -685422.333187 + Penalty 2924.956523 = -682497.376664
  nChanged 23
		SP:Iteration 41Q (21941.560000 sec): 3 clusters
  Score: Raw -685429.289867 + Penalty 2924.956523 = -682504.333344
  nChanged 18
		SP:Iteration 42Q (21941.800000 sec): 3 clusters
  Score: Raw -685433.659985 + Penalty 2924.956523 = -682508.703462
  nChanged 13
		SP:Iteration 43Q (21941.960000 sec): 3 clusters
  Score: Raw -685437.106713 + Penalty 2924.956523 = -682512.150191
  nChanged 12
		SP:Iteration 44Q (21942.180000 sec): 3 clusters
  Score: Raw -685440.468949 + Penalty 2924.956523 = -682515.512426
  nChanged 12
		SP:Iteration 45Q (21942.340000 sec): 3 clusters
  Score: Raw -685444.407531 + Penalty 2924.956523 = -682519.451008
  nChanged 14
		SP:Iteration 46Q (21942.550000 sec): 3 clusters
  Score: Raw -685448.793972 + Penalty 2924.956523 = -682523.837449
  nChanged 13
		SP:Iteration 47Q (21942.740000 sec): 3 clusters
  Score: Raw -685452.320085 + Penalty 2924.956523 = -682527.363563
  nChanged 9
		SP:Iteration 48Q (21942.950000 sec): 3 clusters
  Score: Raw -685454.021392 + Penalty 2924.956523 = -682529.064869
  nChanged 8
		SP:Iteration 49Q (21943.110000 sec): 3 clusters
  Score: Raw -685455.383955 + Penalty 2924.956523 = -682530.427432
  nChanged 6
		SP:Iteration 50Q (21943.270000 sec): 3 clusters
  Score: Raw -685456.667708 + Penalty 2924.956523 = -682531.711185
  nChanged 4
		SP:Iteration 51Q (21943.440000 sec): 3 clusters
  Score: Raw -685457.564881 + Penalty 2924.956523 = -682532.608358
  nChanged 3
		SP:Iteration 52Q (21943.670000 sec): 3 clusters
  Score: Raw -685458.313364 + Penalty 2924.956523 = -682533.356841
  nChanged 0
		SP:Iteration 53F (21943.850000 sec): 3 clusters
  Score: Raw -685458.313364 + Penalty 2924.956523 = -682533.356841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21943.950000 sec): 2 clusters
  Score: Raw -371945.016426 + Penalty 1381.092248 = -370563.924178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21944.120000 sec): 3 clusters
  Score: Raw -369401.387864 + Penalty 2762.184497 = -366639.203367
  nChanged 2029
		SP:Iteration 1F (21944.320000 sec): 3 clusters
  Score: Raw -370711.886833 + Penalty 2762.184497 = -367949.702337
  nChanged 467
		SP:Iteration 2F (21944.500000 sec): 3 clusters
  Score: Raw -371162.572764 + Penalty 2762.184497 = -368400.388268
  nChanged 418
		SP:Iteration 3F (21944.690000 sec): 3 clusters
  Score: Raw -371628.544469 + Penalty 2762.184497 = -368866.359972
  nChanged 373
		SP:Iteration 4F (21944.860000 sec): 3 clusters
  Score: Raw -372040.359902 + Penalty 2762.184497 = -369278.175405
  nChanged 319
		SP:Iteration 5F (21945.020000 sec): 3 clusters
  Score: Raw -372340.257513 + Penalty 2762.184497 = -369578.073016
  nChanged 239
		SP:Iteration 6Q (21945.220000 sec): 3 clusters
  Score: Raw -372519.394970 + Penalty 2762.184497 = -369757.210473
  nChanged 146
		SP:Iteration 7Q (21945.420000 sec): 3 clusters
  Score: Raw -372603.545875 + Penalty 2762.184497 = -369841.361378
  nChanged 111
		SP:Iteration 8Q (21945.590000 sec): 3 clusters
  Score: Raw -372660.458535 + Penalty 2762.184497 = -369898.274038
  nChanged 88
		SP:Iteration 9Q (21945.740000 sec): 3 clusters
  Score: Raw -372701.177803 + Penalty 2762.184497 = -369938.993306
  nChanged 61
		SP:Iteration 10Q (21945.940000 sec): 3 clusters
  Score: Raw -372722.457037 + Penalty 2762.184497 = -369960.272540
  nChanged 37
		SP:Iteration 11Q (21946.070000 sec): 3 clusters
  Score: Raw -372732.409174 + Penalty 2762.184497 = -369970.224677
  nChanged 30
		SP:Iteration 12Q (21946.260000 sec): 3 clusters
  Score: Raw -372741.843701 + Penalty 2762.184497 = -369979.659205
  nChanged 29
		SP:Iteration 13Q (21946.460000 sec): 3 clusters
  Score: Raw -372749.227796 + Penalty 2762.184497 = -369987.043300
  nChanged 17
		SP:Iteration 14Q (21946.620000 sec): 3 clusters
  Score: Raw -372753.550512 + Penalty 2762.184497 = -369991.366015
  nChanged 12
		SP:Iteration 15Q (21946.750000 sec): 3 clusters
  Score: Raw -372757.276076 + Penalty 2762.184497 = -369995.091579
  nChanged 9
		SP:Iteration 16Q (21946.940000 sec): 3 clusters
  Score: Raw -372759.613405 + Penalty 2762.184497 = -369997.428908
  nChanged 7
		SP:Iteration 17Q (21947.130000 sec): 3 clusters
  Score: Raw -372760.720997 + Penalty 2762.184497 = -369998.536501
  nChanged 6
		SP:Iteration 18Q (21947.320000 sec): 3 clusters
  Score: Raw -372761.992543 + Penalty 2762.184497 = -369999.808046
  nChanged 3
		SP:Iteration 19Q (21947.490000 sec): 3 clusters
  Score: Raw -372762.600812 + Penalty 2762.184497 = -370000.416315
  nChanged 3
		SP:Iteration 20F (21947.670000 sec): 3 clusters
  Score: Raw -372763.088708 + Penalty 2762.184497 = -370000.904211
  nChanged 3
		SP:Iteration 21Q (21947.820000 sec): 3 clusters
  Score: Raw -372763.762271 + Penalty 2762.184497 = -370001.577774
  nChanged 5
		SP:Iteration 22Q (21948.000000 sec): 3 clusters
  Score: Raw -372764.792411 + Penalty 2762.184497 = -370002.607914
  nChanged 5
		SP:Iteration 23Q (21948.160000 sec): 3 clusters
  Score: Raw -372765.620672 + Penalty 2762.184497 = -370003.436176
  nChanged 3
		SP:Iteration 24Q (21948.340000 sec): 3 clusters
  Score: Raw -372766.620975 + Penalty 2762.184497 = -370004.436478
  nChanged 2
		SP:Iteration 25Q (21948.500000 sec): 3 clusters
  Score: Raw -372766.839993 + Penalty 2762.184497 = -370004.655496
  nChanged 1
		SP:Iteration 26Q (21948.710000 sec): 3 clusters
  Score: Raw -372767.412940 + Penalty 2762.184497 = -370005.228443
  nChanged 1
		SP:Iteration 27Q (21948.910000 sec): 3 clusters
  Score: Raw -372767.966190 + Penalty 2762.184497 = -370005.781693
  nChanged 2
		SP:Iteration 28Q (21949.110000 sec): 3 clusters
  Score: Raw -372768.318146 + Penalty 2762.184497 = -370006.133649
  nChanged 0
		SP:Iteration 29F (21949.290000 sec): 3 clusters
  Score: Raw -372768.318146 + Penalty 2762.184497 = -370006.133649
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (3027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21949.430000 sec): 2 clusters
  Score: Raw -179646.274032 + Penalty 1302.490688 = -178343.783345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21949.600000 sec): 3 clusters
  Score: Raw -178415.470435 + Penalty 2604.981375 = -175810.489060
  nChanged 1167
		SP:Iteration 1F (21949.780000 sec): 3 clusters
  Score: Raw -179951.897104 + Penalty 2604.981375 = -177346.915728
  nChanged 414
		SP:Iteration 2F (21949.970000 sec): 3 clusters
  Score: Raw -180819.640885 + Penalty 2604.981375 = -178214.659510
  nChanged 275
		SP:Iteration 3F (21950.090000 sec): 3 clusters
  Score: Raw -181407.129263 + Penalty 2604.981375 = -178802.147888
  nChanged 207
		SP:Iteration 4F (21950.230000 sec): 3 clusters
  Score: Raw -181890.925012 + Penalty 2604.981375 = -179285.943637
  nChanged 152
		SP:Iteration 5F (21950.360000 sec): 3 clusters
  Score: Raw -182277.604743 + Penalty 2604.981375 = -179672.623368
  nChanged 131
		SP:Iteration 6Q (21950.500000 sec): 3 clusters
  Score: Raw -182602.183811 + Penalty 2604.981375 = -179997.202436
  nChanged 129
		SP:Iteration 7Q (21950.640000 sec): 3 clusters
  Score: Raw -182864.921636 + Penalty 2604.981375 = -180259.940261
  nChanged 118
		SP:Iteration 8Q (21950.780000 sec): 3 clusters
  Score: Raw -183055.722718 + Penalty 2604.981375 = -180450.741343
  nChanged 95
		SP:Iteration 9Q (21950.890000 sec): 3 clusters
  Score: Raw -183212.955291 + Penalty 2604.981375 = -180607.973916
  nChanged 75
		SP:Iteration 10Q (21951.030000 sec): 3 clusters
  Score: Raw -183335.397951 + Penalty 2604.981375 = -180730.416575
  nChanged 70
		SP:Iteration 11Q (21951.170000 sec): 3 clusters
  Score: Raw -183435.527401 + Penalty 2604.981375 = -180830.546026
  nChanged 58
		SP:Iteration 12Q (21951.310000 sec): 3 clusters
  Score: Raw -183500.031580 + Penalty 2604.981375 = -180895.050205
  nChanged 47
		SP:Iteration 13Q (21951.440000 sec): 3 clusters
  Score: Raw -183547.236201 + Penalty 2604.981375 = -180942.254825
  nChanged 40
		SP:Iteration 14Q (21951.620000 sec): 3 clusters
  Score: Raw -183587.120390 + Penalty 2604.981375 = -180982.139015
  nChanged 33
		SP:Iteration 15Q (21951.740000 sec): 3 clusters
  Score: Raw -183611.654226 + Penalty 2604.981375 = -181006.672851
  nChanged 25
		SP:Iteration 16Q (21951.890000 sec): 3 clusters
  Score: Raw -183628.171496 + Penalty 2604.981375 = -181023.190120
  nChanged 15
		SP:Iteration 17Q (21952.060000 sec): 3 clusters
  Score: Raw -183633.938823 + Penalty 2604.981375 = -181028.957447
  nChanged 9
		SP:Iteration 18Q (21952.220000 sec): 3 clusters
  Score: Raw -183638.761970 + Penalty 2604.981375 = -181033.780594
  nChanged 6
		SP:Iteration 19Q (21952.380000 sec): 3 clusters
  Score: Raw -183641.513364 + Penalty 2604.981375 = -181036.531988
  nChanged 7
		SP:Iteration 20F (21952.550000 sec): 3 clusters
  Score: Raw -183646.085941 + Penalty 2604.981375 = -181041.104566
  nChanged 5
		SP:Iteration 21Q (21952.750000 sec): 3 clusters
  Score: Raw -183648.854173 + Penalty 2604.981375 = -181043.872798
  nChanged 6
		SP:Iteration 22Q (21952.870000 sec): 3 clusters
  Score: Raw -183651.191034 + Penalty 2604.981375 = -181046.209659
  nChanged 2
		SP:Iteration 23Q (21953.000000 sec): 3 clusters
  Score: Raw -183651.763936 + Penalty 2604.981375 = -181046.782560
  nChanged 2
		SP:Iteration 24Q (21953.160000 sec): 3 clusters
  Score: Raw -183652.223894 + Penalty 2604.981375 = -181047.242518
  nChanged 0
		SP:Iteration 25F (21953.330000 sec): 3 clusters
  Score: Raw -183652.223894 + Penalty 2604.981375 = -181047.242518
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (76040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21953.800000 sec): 2 clusters
  Score: Raw -5740162.967423 + Penalty 1826.339904 = -5738336.627519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21954.420000 sec): 3 clusters
  Score: Raw -5691200.540864 + Penalty 3652.679809 = -5687547.861055
  nChanged 36213
		SP:Iteration 1F (21955.100000 sec): 3 clusters
  Score: Raw -5713319.849153 + Penalty 3652.679809 = -5709667.169344
  nChanged 4436
		SP:Iteration 2F (21955.820000 sec): 3 clusters
  Score: Raw -5715843.176317 + Penalty 3652.679809 = -5712190.496508
  nChanged 5018
		SP:Iteration 3F (21956.600000 sec): 3 clusters
  Score: Raw -5719192.986658 + Penalty 3652.679809 = -5715540.306849
  nChanged 5366
		SP:Iteration 4F (21957.360000 sec): 3 clusters
  Score: Raw -5723045.617176 + Penalty 3652.679809 = -5719392.937367
  nChanged 5138
		SP:Iteration 5F (21957.950000 sec): 3 clusters
  Score: Raw -5726883.918711 + Penalty 3652.679809 = -5723231.238902
  nChanged 4685
		SP:Iteration 6F (21958.730000 sec): 3 clusters
  Score: Raw -5730381.130706 + Penalty 3652.679809 = -5726728.450897
  nChanged 3907
		SP:Iteration 7F (21959.360000 sec): 3 clusters
  Score: Raw -5733123.444411 + Penalty 3652.679809 = -5729470.764602
  nChanged 3113
		SP:Iteration 8Q (21960.070000 sec): 3 clusters
  Score: Raw -5735196.727583 + Penalty 3652.679809 = -5731544.047774
  nChanged 2379
		SP:Iteration 9Q (21960.710000 sec): 3 clusters
  Score: Raw -5736711.373493 + Penalty 3652.679809 = -5733058.693685
  nChanged 1890
		SP:Iteration 10Q (21961.460000 sec): 3 clusters
  Score: Raw -5737722.096363 + Penalty 3652.679809 = -5734069.416554
  nChanged 1521
		SP:Iteration 11Q (21962.130000 sec): 3 clusters
  Score: Raw -5738446.516633 + Penalty 3652.679809 = -5734793.836824
  nChanged 1262
		SP:Iteration 12Q (21962.790000 sec): 3 clusters
  Score: Raw -5738994.478511 + Penalty 3652.679809 = -5735341.798702
  nChanged 1109
		SP:Iteration 13Q (21963.390000 sec): 3 clusters
  Score: Raw -5739451.266317 + Penalty 3652.679809 = -5735798.586508
  nChanged 981
		SP:Iteration 14Q (21964.160000 sec): 3 clusters
  Score: Raw -5739809.699350 + Penalty 3652.679809 = -5736157.019541
  nChanged 829
		SP:Iteration 15Q (21964.890000 sec): 3 clusters
  Score: Raw -5740080.202554 + Penalty 3652.679809 = -5736427.522745
  nChanged 691
		SP:Iteration 16Q (21965.540000 sec): 3 clusters
  Score: Raw -5740286.038518 + Penalty 3652.679809 = -5736633.358709
  nChanged 567
		SP:Iteration 17Q (21966.230000 sec): 3 clusters
  Score: Raw -5740447.925377 + Penalty 3652.679809 = -5736795.245569
  nChanged 520
		SP:Iteration 18Q (21966.940000 sec): 3 clusters
  Score: Raw -5740596.149321 + Penalty 3652.679809 = -5736943.469512
  nChanged 439
		SP:Iteration 19Q (21967.620000 sec): 3 clusters
  Score: Raw -5740715.565017 + Penalty 3652.679809 = -5737062.885208
  nChanged 350
		SP:Iteration 20F (21968.300000 sec): 3 clusters
  Score: Raw -5740808.394089 + Penalty 3652.679809 = -5737155.714280
  nChanged 288
		SP:Iteration 21Q (21968.930000 sec): 3 clusters
  Score: Raw -5740875.895399 + Penalty 3652.679809 = -5737223.215590
  nChanged 257
		SP:Iteration 22Q (21969.480000 sec): 3 clusters
  Score: Raw -5740942.411455 + Penalty 3652.679809 = -5737289.731647
  nChanged 239
		SP:Iteration 23Q (21970.090000 sec): 3 clusters
  Score: Raw -5741008.209927 + Penalty 3652.679809 = -5737355.530118
  nChanged 215
		SP:Iteration 24Q (21970.600000 sec): 3 clusters
  Score: Raw -5741064.491727 + Penalty 3652.679809 = -5737411.811918
  nChanged 200
		SP:Iteration 25Q (21971.310000 sec): 3 clusters
  Score: Raw -5741120.756760 + Penalty 3652.679809 = -5737468.076951
  nChanged 162
		SP:Iteration 26Q (21972.040000 sec): 3 clusters
  Score: Raw -5741165.906362 + Penalty 3652.679809 = -5737513.226553
  nChanged 150
		SP:Iteration 27Q (21972.680000 sec): 3 clusters
  Score: Raw -5741204.279564 + Penalty 3652.679809 = -5737551.599755
  nChanged 128
		SP:Iteration 28Q (21973.440000 sec): 3 clusters
  Score: Raw -5741237.031474 + Penalty 3652.679809 = -5737584.351665
  nChanged 128
		SP:Iteration 29Q (21974.020000 sec): 3 clusters
  Score: Raw -5741279.036818 + Penalty 3652.679809 = -5737626.357009
  nChanged 131
		SP:Iteration 30Q (21974.780000 sec): 3 clusters
  Score: Raw -5741331.292435 + Penalty 3652.679809 = -5737678.612626
  nChanged 126
		SP:Iteration 31Q (21975.280000 sec): 3 clusters
  Score: Raw -5741368.084862 + Penalty 3652.679809 = -5737715.405053
  nChanged 98
		SP:Iteration 32Q (21975.960000 sec): 3 clusters
  Score: Raw -5741392.339860 + Penalty 3652.679809 = -5737739.660051
  nChanged 84
		SP:Iteration 33Q (21976.540000 sec): 3 clusters
  Score: Raw -5741412.567802 + Penalty 3652.679809 = -5737759.887993
  nChanged 87
		SP:Iteration 34Q (21977.240000 sec): 3 clusters
  Score: Raw -5741431.326541 + Penalty 3652.679809 = -5737778.646733
  nChanged 66
		SP:Iteration 35Q (21977.810000 sec): 3 clusters
  Score: Raw -5741447.291243 + Penalty 3652.679809 = -5737794.611434
  nChanged 72
		SP:Iteration 36Q (21978.490000 sec): 3 clusters
  Score: Raw -5741462.379309 + Penalty 3652.679809 = -5737809.699500
  nChanged 67
		SP:Iteration 37Q (21979.000000 sec): 3 clusters
  Score: Raw -5741475.897486 + Penalty 3652.679809 = -5737823.217677
  nChanged 62
		SP:Iteration 38Q (21979.750000 sec): 3 clusters
  Score: Raw -5741488.124609 + Penalty 3652.679809 = -5737835.444800
  nChanged 57
		SP:Iteration 39Q (21980.300000 sec): 3 clusters
  Score: Raw -5741501.020754 + Penalty 3652.679809 = -5737848.340945
  nChanged 56
		SP:Iteration 40F (21981.050000 sec): 3 clusters
  Score: Raw -5741512.043548 + Penalty 3652.679809 = -5737859.363739
  nChanged 46
		SP:Iteration 41Q (21981.660000 sec): 3 clusters
  Score: Raw -5741520.871059 + Penalty 3652.679809 = -5737868.191250
  nChanged 44
		SP:Iteration 42Q (21982.370000 sec): 3 clusters
  Score: Raw -5741528.222113 + Penalty 3652.679809 = -5737875.542305
  nChanged 32
		SP:Iteration 43Q (21982.880000 sec): 3 clusters
  Score: Raw -5741532.791244 + Penalty 3652.679809 = -5737880.111435
  nChanged 27
		SP:Iteration 44Q (21983.580000 sec): 3 clusters
  Score: Raw -5741536.027441 + Penalty 3652.679809 = -5737883.347632
  nChanged 20
		SP:Iteration 45Q (21984.150000 sec): 3 clusters
  Score: Raw -5741538.141454 + Penalty 3652.679809 = -5737885.461645
  nChanged 10
		SP:Iteration 46Q (21984.810000 sec): 3 clusters
  Score: Raw -5741539.039986 + Penalty 3652.679809 = -5737886.360177
  nChanged 13
		SP:Iteration 47Q (21985.380000 sec): 3 clusters
  Score: Raw -5741540.519837 + Penalty 3652.679809 = -5737887.840028
  nChanged 13
		SP:Iteration 48Q (21986.050000 sec): 3 clusters
  Score: Raw -5741542.589417 + Penalty 3652.679809 = -5737889.909608
  nChanged 18
		SP:Iteration 49Q (21986.560000 sec): 3 clusters
  Score: Raw -5741544.778827 + Penalty 3652.679809 = -5737892.099018
  nChanged 21
		SP:Iteration 50Q (21987.180000 sec): 3 clusters
  Score: Raw -5741547.153463 + Penalty 3652.679809 = -5737894.473654
  nChanged 14
		SP:Iteration 51Q (21987.780000 sec): 3 clusters
  Score: Raw -5741549.003632 + Penalty 3652.679809 = -5737896.323823
  nChanged 13
		SP:Iteration 52Q (21988.510000 sec): 3 clusters
  Score: Raw -5741550.604032 + Penalty 3652.679809 = -5737897.924223
  nChanged 18
		SP:Iteration 53Q (21989.040000 sec): 3 clusters
  Score: Raw -5741552.885593 + Penalty 3652.679809 = -5737900.205784
  nChanged 14
		SP:Iteration 54Q (21989.740000 sec): 3 clusters
  Score: Raw -5741554.846216 + Penalty 3652.679809 = -5737902.166407
  nChanged 16
		SP:Iteration 55Q (21990.280000 sec): 3 clusters
  Score: Raw -5741557.934018 + Penalty 3652.679809 = -5737905.254209
  nChanged 24
		SP:Iteration 56Q (21991.000000 sec): 3 clusters
  Score: Raw -5741562.420544 + Penalty 3652.679809 = -5737909.740736
  nChanged 27
		SP:Iteration 57Q (21991.580000 sec): 3 clusters
  Score: Raw -5741567.344332 + Penalty 3652.679809 = -5737914.664523
  nChanged 28
		SP:Iteration 58Q (21992.220000 sec): 3 clusters
  Score: Raw -5741572.885232 + Penalty 3652.679809 = -5737920.205423
  nChanged 37
		SP:Iteration 59Q (21992.710000 sec): 3 clusters
  Score: Raw -5741580.466294 + Penalty 3652.679809 = -5737927.786485
  nChanged 36
		SP:Iteration 60F (21993.430000 sec): 3 clusters
  Score: Raw -5741587.642520 + Penalty 3652.679809 = -5737934.962711
  nChanged 30
		SP:Iteration 61Q (21993.950000 sec): 3 clusters
  Score: Raw -5741593.419876 + Penalty 3652.679809 = -5737940.740067
  nChanged 36
		SP:Iteration 62Q (21994.640000 sec): 3 clusters
  Score: Raw -5741600.746449 + Penalty 3652.679809 = -5737948.066640
  nChanged 35
		SP:Iteration 63Q (21995.210000 sec): 3 clusters
  Score: Raw -5741607.831630 + Penalty 3652.679809 = -5737955.151821
  nChanged 40
		SP:Iteration 64Q (21995.910000 sec): 3 clusters
  Score: Raw -5741615.465526 + Penalty 3652.679809 = -5737962.785718
  nChanged 33
		SP:Iteration 65Q (21996.510000 sec): 3 clusters
  Score: Raw -5741622.753642 + Penalty 3652.679809 = -5737970.073833
  nChanged 32
		SP:Iteration 66Q (21997.130000 sec): 3 clusters
  Score: Raw -5741628.630822 + Penalty 3652.679809 = -5737975.951013
  nChanged 30
		SP:Iteration 67Q (21997.850000 sec): 3 clusters
  Score: Raw -5741634.006377 + Penalty 3652.679809 = -5737981.326568
  nChanged 24
		SP:Iteration 68Q (21998.440000 sec): 3 clusters
  Score: Raw -5741637.558474 + Penalty 3652.679809 = -5737984.878665
  nChanged 21
		SP:Iteration 69Q (21999.110000 sec): 3 clusters
  Score: Raw -5741640.932139 + Penalty 3652.679809 = -5737988.252330
  nChanged 23
		SP:Iteration 70Q (21999.620000 sec): 3 clusters
  Score: Raw -5741644.439360 + Penalty 3652.679809 = -5737991.759551
  nChanged 23
		SP:Iteration 71Q (22000.340000 sec): 3 clusters
  Score: Raw -5741648.646688 + Penalty 3652.679809 = -5737995.966879
  nChanged 28
		SP:Iteration 72Q (22001.020000 sec): 3 clusters
  Score: Raw -5741652.066318 + Penalty 3652.679809 = -5737999.386509
  nChanged 29
		SP:Iteration 73Q (22001.710000 sec): 3 clusters
  Score: Raw -5741656.275604 + Penalty 3652.679809 = -5738003.595795
  nChanged 27
		SP:Iteration 74Q (22002.360000 sec): 3 clusters
  Score: Raw -5741660.462080 + Penalty 3652.679809 = -5738007.782271
  nChanged 22
		SP:Iteration 75Q (22003.030000 sec): 3 clusters
  Score: Raw -5741663.610126 + Penalty 3652.679809 = -5738010.930317
  nChanged 17
		SP:Iteration 76Q (22003.620000 sec): 3 clusters
  Score: Raw -5741666.298109 + Penalty 3652.679809 = -5738013.618300
  nChanged 20
		SP:Iteration 77Q (22004.310000 sec): 3 clusters
  Score: Raw -5741669.216431 + Penalty 3652.679809 = -5738016.536622
  nChanged 15
		SP:Iteration 78Q (22004.840000 sec): 3 clusters
  Score: Raw -5741671.447472 + Penalty 3652.679809 = -5738018.767663
  nChanged 20
		SP:Iteration 79Q (22005.590000 sec): 3 clusters
  Score: Raw -5741674.739864 + Penalty 3652.679809 = -5738022.060055
  nChanged 20
		SP:Iteration 80F (22006.170000 sec): 3 clusters
  Score: Raw -5741677.877239 + Penalty 3652.679809 = -5738025.197430
  nChanged 23
		SP:Iteration 81Q (22006.880000 sec): 3 clusters
  Score: Raw -5741681.858074 + Penalty 3652.679809 = -5738029.178265
  nChanged 31
		SP:Iteration 82Q (22007.330000 sec): 3 clusters
  Score: Raw -5741687.777148 + Penalty 3652.679809 = -5738035.097339
  nChanged 33
		SP:Iteration 83Q (22008.020000 sec): 3 clusters
  Score: Raw -5741692.765849 + Penalty 3652.679809 = -5738040.086040
  nChanged 23
		SP:Iteration 84Q (22008.570000 sec): 3 clusters
  Score: Raw -5741696.271904 + Penalty 3652.679809 = -5738043.592095
  nChanged 21
		SP:Iteration 85Q (22009.190000 sec): 3 clusters
  Score: Raw -5741700.404999 + Penalty 3652.679809 = -5738047.725191
  nChanged 29
		SP:Iteration 86Q (22009.920000 sec): 3 clusters
  Score: Raw -5741705.447362 + Penalty 3652.679809 = -5738052.767553
  nChanged 24
		SP:Iteration 87Q (22010.490000 sec): 3 clusters
  Score: Raw -5741708.978712 + Penalty 3652.679809 = -5738056.298903
  nChanged 25
		SP:Iteration 88Q (22011.220000 sec): 3 clusters
  Score: Raw -5741712.831651 + Penalty 3652.679809 = -5738060.151842
  nChanged 23
		SP:Iteration 89Q (22011.720000 sec): 3 clusters
  Score: Raw -5741716.606319 + Penalty 3652.679809 = -5738063.926510
  nChanged 22
		SP:Iteration 90Q (22012.310000 sec): 3 clusters
  Score: Raw -5741720.758702 + Penalty 3652.679809 = -5738068.078893
  nChanged 26
		SP:Iteration 91Q (22012.850000 sec): 3 clusters
  Score: Raw -5741724.308529 + Penalty 3652.679809 = -5738071.628720
  nChanged 27
		SP:Iteration 92Q (22013.550000 sec): 3 clusters
  Score: Raw -5741728.814865 + Penalty 3652.679809 = -5738076.135056
  nChanged 32
		SP:Iteration 93Q (22014.120000 sec): 3 clusters
  Score: Raw -5741734.932117 + Penalty 3652.679809 = -5738082.252308
  nChanged 31
		SP:Iteration 94Q (22014.770000 sec): 3 clusters
  Score: Raw -5741740.447567 + Penalty 3652.679809 = -5738087.767758
  nChanged 36
		SP:Iteration 95Q (22015.360000 sec): 3 clusters
  Score: Raw -5741749.574025 + Penalty 3652.679809 = -5738096.894216
  nChanged 40
		SP:Iteration 96Q (22015.980000 sec): 3 clusters
  Score: Raw -5741759.015172 + Penalty 3652.679809 = -5738106.335363
  nChanged 42
		SP:Iteration 97Q (22016.670000 sec): 3 clusters
  Score: Raw -5741767.831843 + Penalty 3652.679809 = -5738115.152034
  nChanged 40
		SP:Iteration 98Q (22017.250000 sec): 3 clusters
  Score: Raw -5741775.193724 + Penalty 3652.679809 = -5738122.513915
  nChanged 33
		SP:Iteration 99Q (22017.940000 sec): 3 clusters
  Score: Raw -5741782.242609 + Penalty 3652.679809 = -5738129.562800
  nChanged 34
		SP:Iteration 100F (22018.530000 sec): 3 clusters
  Score: Raw -5741789.832059 + Penalty 3652.679809 = -5738137.152250
  nChanged 40
		SP:Iteration 101Q (22019.260000 sec): 3 clusters
  Score: Raw -5741800.104988 + Penalty 3652.679809 = -5738147.425179
  nChanged 45
		SP:Iteration 102Q (22019.790000 sec): 3 clusters
  Score: Raw -5741816.802284 + Penalty 3652.679809 = -5738164.122475
  nChanged 64
		SP:Iteration 103Q (22020.530000 sec): 3 clusters
  Score: Raw -5741835.269323 + Penalty 3652.679809 = -5738182.589514
  nChanged 62
		SP:Iteration 104Q (22021.040000 sec): 3 clusters
  Score: Raw -5741856.907229 + Penalty 3652.679809 = -5738204.227421
  nChanged 71
		SP:Iteration 105Q (22021.750000 sec): 3 clusters
  Score: Raw -5741883.575609 + Penalty 3652.679809 = -5738230.895800
  nChanged 79
		SP:Iteration 106Q (22022.340000 sec): 3 clusters
  Score: Raw -5741910.239659 + Penalty 3652.679809 = -5738257.559850
  nChanged 78
		SP:Iteration 107Q (22023.070000 sec): 3 clusters
  Score: Raw -5741939.295453 + Penalty 3652.679809 = -5738286.615644
  nChanged 78
		SP:Iteration 108Q (22023.610000 sec): 3 clusters
  Score: Raw -5741971.725768 + Penalty 3652.679809 = -5738319.045959
  nChanged 81
		SP:Iteration 109Q (22024.200000 sec): 3 clusters
  Score: Raw -5741994.092213 + Penalty 3652.679809 = -5738341.412404
  nChanged 63
		SP:Iteration 110Q (22024.800000 sec): 3 clusters
  Score: Raw -5742010.142384 + Penalty 3652.679809 = -5738357.462575
  nChanged 56
		SP:Iteration 111Q (22025.510000 sec): 3 clusters
  Score: Raw -5742022.741639 + Penalty 3652.679809 = -5738370.061830
  nChanged 48
		SP:Iteration 112Q (22026.050000 sec): 3 clusters
  Score: Raw -5742034.680508 + Penalty 3652.679809 = -5738382.000699
  nChanged 53
		SP:Iteration 113Q (22026.690000 sec): 3 clusters
  Score: Raw -5742046.892723 + Penalty 3652.679809 = -5738394.212914
  nChanged 51
		SP:Iteration 114Q (22027.200000 sec): 3 clusters
  Score: Raw -5742059.033469 + Penalty 3652.679809 = -5738406.353660
  nChanged 43
		SP:Iteration 115Q (22027.880000 sec): 3 clusters
  Score: Raw -5742069.326233 + Penalty 3652.679809 = -5738416.646424
  nChanged 40
		SP:Iteration 116Q (22028.420000 sec): 3 clusters
  Score: Raw -5742078.148580 + Penalty 3652.679809 = -5738425.468771
  nChanged 28
		SP:Iteration 117Q (22029.080000 sec): 3 clusters
  Score: Raw -5742082.923354 + Penalty 3652.679809 = -5738430.243545
  nChanged 24
		SP:Iteration 118Q (22029.700000 sec): 3 clusters
  Score: Raw -5742086.468700 + Penalty 3652.679809 = -5738433.788891
  nChanged 21
		SP:Iteration 119Q (22030.280000 sec): 3 clusters
  Score: Raw -5742090.048462 + Penalty 3652.679809 = -5738437.368653
  nChanged 22
		SP:Iteration 120F (22031.000000 sec): 3 clusters
  Score: Raw -5742094.345405 + Penalty 3652.679809 = -5738441.665596
  nChanged 24
		SP:Iteration 121Q (22031.510000 sec): 3 clusters
  Score: Raw -5742098.983159 + Penalty 3652.679809 = -5738446.303350
  nChanged 27
		SP:Iteration 122Q (22032.190000 sec): 3 clusters
  Score: Raw -5742104.013100 + Penalty 3652.679809 = -5738451.333291
  nChanged 38
		SP:Iteration 123Q (22032.750000 sec): 3 clusters
  Score: Raw -5742110.197511 + Penalty 3652.679809 = -5738457.517702
  nChanged 33
		SP:Iteration 124Q (22033.480000 sec): 3 clusters
  Score: Raw -5742116.211495 + Penalty 3652.679809 = -5738463.531686
  nChanged 33
		SP:Iteration 125Q (22034.100000 sec): 3 clusters
  Score: Raw -5742123.798014 + Penalty 3652.679809 = -5738471.118205
  nChanged 33
		SP:Iteration 126Q (22034.840000 sec): 3 clusters
  Score: Raw -5742131.701224 + Penalty 3652.679809 = -5738479.021415
  nChanged 32
		SP:Iteration 127Q (22035.370000 sec): 3 clusters
  Score: Raw -5742139.384816 + Penalty 3652.679809 = -5738486.705007
  nChanged 34
		SP:Iteration 128Q (22036.100000 sec): 3 clusters
  Score: Raw -5742145.552841 + Penalty 3652.679809 = -5738492.873032
  nChanged 24
		SP:Iteration 129Q (22036.450000 sec): 3 clusters
  Score: Raw -5742149.155346 + Penalty 3652.679809 = -5738496.475537
  nChanged 21
		SP:Iteration 130Q (22037.120000 sec): 3 clusters
  Score: Raw -5742152.995384 + Penalty 3652.679809 = -5738500.315576
  nChanged 20
		SP:Iteration 131Q (22037.700000 sec): 3 clusters
  Score: Raw -5742155.796738 + Penalty 3652.679809 = -5738503.116929
  nChanged 14
		SP:Iteration 132Q (22038.360000 sec): 3 clusters
  Score: Raw -5742157.606910 + Penalty 3652.679809 = -5738504.927101
  nChanged 8
		SP:Iteration 133Q (22038.920000 sec): 3 clusters
  Score: Raw -5742158.400362 + Penalty 3652.679809 = -5738505.720553
  nChanged 10
		SP:Iteration 134Q (22039.650000 sec): 3 clusters
  Score: Raw -5742159.378170 + Penalty 3652.679809 = -5738506.698361
  nChanged 6
		SP:Iteration 135Q (22040.120000 sec): 3 clusters
  Score: Raw -5742159.931019 + Penalty 3652.679809 = -5738507.251210
  nChanged 4
		SP:Iteration 136Q (22040.800000 sec): 3 clusters
  Score: Raw -5742160.338452 + Penalty 3652.679809 = -5738507.658643
  nChanged 5
		SP:Iteration 137Q (22041.400000 sec): 3 clusters
  Score: Raw -5742160.873828 + Penalty 3652.679809 = -5738508.194019
  nChanged 10
		SP:Iteration 138Q (22042.000000 sec): 3 clusters
  Score: Raw -5742162.393559 + Penalty 3652.679809 = -5738509.713750
  nChanged 13
		SP:Iteration 139Q (22042.610000 sec): 3 clusters
  Score: Raw -5742164.224281 + Penalty 3652.679809 = -5738511.544472
  nChanged 17
		SP:Iteration 140F (22043.310000 sec): 3 clusters
  Score: Raw -5742166.594599 + Penalty 3652.679809 = -5738513.914790
  nChanged 16
		SP:Iteration 141Q (22043.840000 sec): 3 clusters
  Score: Raw -5742169.181778 + Penalty 3652.679809 = -5738516.501969
  nChanged 21
		SP:Iteration 142Q (22044.570000 sec): 3 clusters
  Score: Raw -5742171.999944 + Penalty 3652.679809 = -5738519.320135
  nChanged 18
		SP:Iteration 143Q (22045.160000 sec): 3 clusters
  Score: Raw -5742174.590403 + Penalty 3652.679809 = -5738521.910594
  nChanged 19
		SP:Iteration 144Q (22045.880000 sec): 3 clusters
  Score: Raw -5742177.594005 + Penalty 3652.679809 = -5738524.914196
  nChanged 28
		SP:Iteration 145Q (22046.480000 sec): 3 clusters
  Score: Raw -5742181.686545 + Penalty 3652.679809 = -5738529.006736
  nChanged 20
		SP:Iteration 146Q (22047.160000 sec): 3 clusters
  Score: Raw -5742185.134764 + Penalty 3652.679809 = -5738532.454955
  nChanged 19
		SP:Iteration 147Q (22047.880000 sec): 3 clusters
  Score: Raw -5742188.326906 + Penalty 3652.679809 = -5738535.647097
  nChanged 20
		SP:Iteration 148Q (22048.620000 sec): 3 clusters
  Score: Raw -5742191.279008 + Penalty 3652.679809 = -5738538.599199
  nChanged 17
		SP:Iteration 149Q (22049.330000 sec): 3 clusters
  Score: Raw -5742193.857732 + Penalty 3652.679809 = -5738541.177923
  nChanged 23
		SP:Iteration 150Q (22050.020000 sec): 3 clusters
  Score: Raw -5742197.620901 + Penalty 3652.679809 = -5738544.941092
  nChanged 32
		SP:Iteration 151Q (22050.790000 sec): 3 clusters
  Score: Raw -5742203.030000 + Penalty 3652.679809 = -5738550.350191
  nChanged 19
		SP:Iteration 152Q (22051.490000 sec): 3 clusters
  Score: Raw -5742206.813140 + Penalty 3652.679809 = -5738554.133331
  nChanged 28
		SP:Iteration 153Q (22052.190000 sec): 3 clusters
  Score: Raw -5742212.082631 + Penalty 3652.679809 = -5738559.402822
  nChanged 27
		SP:Iteration 154Q (22052.930000 sec): 3 clusters
  Score: Raw -5742217.138777 + Penalty 3652.679809 = -5738564.458968
  nChanged 33
		SP:Iteration 155Q (22053.530000 sec): 3 clusters
  Score: Raw -5742224.600995 + Penalty 3652.679809 = -5738571.921186
  nChanged 39
		SP:Iteration 156Q (22054.230000 sec): 3 clusters
  Score: Raw -5742231.739490 + Penalty 3652.679809 = -5738579.059681
  nChanged 33
		SP:Iteration 157Q (22054.860000 sec): 3 clusters
  Score: Raw -5742238.832079 + Penalty 3652.679809 = -5738586.152270
  nChanged 47
		SP:Iteration 158Q (22055.570000 sec): 3 clusters
  Score: Raw -5742250.856637 + Penalty 3652.679809 = -5738598.176828
  nChanged 51
		SP:Iteration 159Q (22056.210000 sec): 3 clusters
  Score: Raw -5742260.765578 + Penalty 3652.679809 = -5738608.085769
  nChanged 45
		SP:Iteration 160F (22057.020000 sec): 3 clusters
  Score: Raw -5742271.078704 + Penalty 3652.679809 = -5738618.398895
  nChanged 62
		SP:Iteration 161Q (22057.590000 sec): 3 clusters
  Score: Raw -5742285.078096 + Penalty 3652.679809 = -5738632.398287
  nChanged 50
		SP:Iteration 162Q (22058.320000 sec): 3 clusters
  Score: Raw -5742295.249150 + Penalty 3652.679809 = -5738642.569341
  nChanged 43
		SP:Iteration 163Q (22058.910000 sec): 3 clusters
  Score: Raw -5742302.626569 + Penalty 3652.679809 = -5738649.946760
  nChanged 41
		SP:Iteration 164Q (22059.590000 sec): 3 clusters
  Score: Raw -5742309.905189 + Penalty 3652.679809 = -5738657.225380
  nChanged 37
		SP:Iteration 165Q (22060.140000 sec): 3 clusters
  Score: Raw -5742316.507866 + Penalty 3652.679809 = -5738663.828057
  nChanged 42
		SP:Iteration 166Q (22060.780000 sec): 3 clusters
  Score: Raw -5742322.836217 + Penalty 3652.679809 = -5738670.156408
  nChanged 30
		SP:Iteration 167Q (22061.390000 sec): 3 clusters
  Score: Raw -5742326.751064 + Penalty 3652.679809 = -5738674.071255
  nChanged 20
		SP:Iteration 168Q (22062.070000 sec): 3 clusters
  Score: Raw -5742329.190889 + Penalty 3652.679809 = -5738676.511080
  nChanged 16
		SP:Iteration 169Q (22062.610000 sec): 3 clusters
  Score: Raw -5742330.931062 + Penalty 3652.679809 = -5738678.251253
  nChanged 16
		SP:Iteration 170Q (22063.370000 sec): 3 clusters
  Score: Raw -5742332.520482 + Penalty 3652.679809 = -5738679.840673
  nChanged 7
		SP:Iteration 171Q (22063.920000 sec): 3 clusters
  Score: Raw -5742333.228217 + Penalty 3652.679809 = -5738680.548408
  nChanged 9
		SP:Iteration 172Q (22064.610000 sec): 3 clusters
  Score: Raw -5742334.136596 + Penalty 3652.679809 = -5738681.456787
  nChanged 16
		SP:Iteration 173Q (22065.220000 sec): 3 clusters
  Score: Raw -5742336.160980 + Penalty 3652.679809 = -5738683.481171
  nChanged 15
		SP:Iteration 174Q (22065.970000 sec): 3 clusters
  Score: Raw -5742337.708028 + Penalty 3652.679809 = -5738685.028219
  nChanged 15
		SP:Iteration 175Q (22066.470000 sec): 3 clusters
  Score: Raw -5742339.260179 + Penalty 3652.679809 = -5738686.580370
  nChanged 11
		SP:Iteration 176Q (22067.190000 sec): 3 clusters
  Score: Raw -5742340.515115 + Penalty 3652.679809 = -5738687.835306
  nChanged 13
		SP:Iteration 177Q (22067.810000 sec): 3 clusters
  Score: Raw -5742341.818321 + Penalty 3652.679809 = -5738689.138512
  nChanged 9
		SP:Iteration 178Q (22068.520000 sec): 3 clusters
  Score: Raw -5742342.425783 + Penalty 3652.679809 = -5738689.745975
  nChanged 4
		SP:Iteration 179Q (22069.120000 sec): 3 clusters
  Score: Raw -5742342.742175 + Penalty 3652.679809 = -5738690.062366
  nChanged 4
		SP:Iteration 180F (22069.930000 sec): 3 clusters
  Score: Raw -5742343.186835 + Penalty 3652.679809 = -5738690.507026
  nChanged 4
		SP:Iteration 181Q (22070.430000 sec): 3 clusters
  Score: Raw -5742343.577065 + Penalty 3652.679809 = -5738690.897256
  nChanged 9
		SP:Iteration 182Q (22071.140000 sec): 3 clusters
  Score: Raw -5742344.482524 + Penalty 3652.679809 = -5738691.802715
  nChanged 11
		SP:Iteration 183Q (22071.790000 sec): 3 clusters
  Score: Raw -5742345.782671 + Penalty 3652.679809 = -5738693.102863
  nChanged 7
		SP:Iteration 184Q (22072.320000 sec): 3 clusters
  Score: Raw -5742346.510974 + Penalty 3652.679809 = -5738693.831165
  nChanged 4
		SP:Iteration 185Q (22072.890000 sec): 3 clusters
  Score: Raw -5742346.867852 + Penalty 3652.679809 = -5738694.188043
  nChanged 4
		SP:Iteration 186Q (22073.410000 sec): 3 clusters
  Score: Raw -5742347.270230 + Penalty 3652.679809 = -5738694.590421
  nChanged 6
		SP:Iteration 187Q (22074.150000 sec): 3 clusters
  Score: Raw -5742347.805082 + Penalty 3652.679809 = -5738695.125273
  nChanged 2
		SP:Iteration 188Q (22074.750000 sec): 3 clusters
  Score: Raw -5742347.975071 + Penalty 3652.679809 = -5738695.295262
  nChanged 2
		SP:Iteration 189Q (22075.470000 sec): 3 clusters
  Score: Raw -5742348.144139 + Penalty 3652.679809 = -5738695.464330
  nChanged 0
		SP:Iteration 190F (22076.130000 sec): 3 clusters
  Score: Raw -5742348.144139 + Penalty 3652.679809 = -5738695.464330
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (18429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22076.330000 sec): 2 clusters
  Score: Raw -1479173.412118 + Penalty 1596.023128 = -1477577.388989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22076.620000 sec): 3 clusters
  Score: Raw -1468067.814265 + Penalty 3192.046257 = -1464875.768009
  nChanged 8349
		SP:Iteration 1F (22076.900000 sec): 3 clusters
  Score: Raw -1472578.655388 + Penalty 3192.046257 = -1469386.609132
  nChanged 896
		SP:Iteration 2Q (22077.200000 sec): 3 clusters
  Score: Raw -1472854.372414 + Penalty 3192.046257 = -1469662.326157
  nChanged 797
		SP:Iteration 3Q (22077.450000 sec): 3 clusters
  Score: Raw -1473106.996880 + Penalty 3192.046257 = -1469914.950623
  nChanged 697
		SP:Iteration 4Q (22077.750000 sec): 3 clusters
  Score: Raw -1473310.688636 + Penalty 3192.046257 = -1470118.642379
  nChanged 680
		SP:Iteration 5Q (22078.040000 sec): 3 clusters
  Score: Raw -1473565.230312 + Penalty 3192.046257 = -1470373.184055
  nChanged 752
		SP:Iteration 6Q (22078.430000 sec): 3 clusters
  Score: Raw -1473926.358132 + Penalty 3192.046257 = -1470734.311875
  nChanged 911
		SP:Iteration 7Q (22078.690000 sec): 3 clusters
  Score: Raw -1474472.966692 + Penalty 3192.046257 = -1471280.920436
  nChanged 1157
		SP:Iteration 8F (22078.960000 sec): 3 clusters
  Score: Raw -1475318.054906 + Penalty 3192.046257 = -1472126.008649
  nChanged 1384
		SP:Iteration 9F (22079.220000 sec): 3 clusters
  Score: Raw -1476432.680875 + Penalty 3192.046257 = -1473240.634618
  nChanged 1398
		SP:Iteration 10F (22079.480000 sec): 3 clusters
  Score: Raw -1477617.260200 + Penalty 3192.046257 = -1474425.213944
  nChanged 1355
		SP:Iteration 11F (22079.740000 sec): 3 clusters
  Score: Raw -1478701.595254 + Penalty 3192.046257 = -1475509.548998
  nChanged 1014
		SP:Iteration 12F (22080.010000 sec): 3 clusters
  Score: Raw -1479431.288333 + Penalty 3192.046257 = -1476239.242076
  nChanged 718
		SP:Iteration 13Q (22080.290000 sec): 3 clusters
  Score: Raw -1479874.185025 + Penalty 3192.046257 = -1476682.138768
  nChanged 477
		SP:Iteration 14Q (22080.560000 sec): 3 clusters
  Score: Raw -1480103.620181 + Penalty 3192.046257 = -1476911.573924
  nChanged 306
		SP:Iteration 15Q (22080.830000 sec): 3 clusters
  Score: Raw -1480215.021113 + Penalty 3192.046257 = -1477022.974856
  nChanged 192
		SP:Iteration 16Q (22081.130000 sec): 3 clusters
  Score: Raw -1480270.932645 + Penalty 3192.046257 = -1477078.886388
  nChanged 149
		SP:Iteration 17Q (22081.430000 sec): 3 clusters
  Score: Raw -1480313.638433 + Penalty 3192.046257 = -1477121.592177
  nChanged 130
		SP:Iteration 18Q (22081.720000 sec): 3 clusters
  Score: Raw -1480348.263118 + Penalty 3192.046257 = -1477156.216861
  nChanged 94
		SP:Iteration 19Q (22082.000000 sec): 3 clusters
  Score: Raw -1480369.203126 + Penalty 3192.046257 = -1477177.156869
  nChanged 64
		SP:Iteration 20F (22082.250000 sec): 3 clusters
  Score: Raw -1480385.654983 + Penalty 3192.046257 = -1477193.608726
  nChanged 61
		SP:Iteration 21Q (22082.560000 sec): 3 clusters
  Score: Raw -1480403.062129 + Penalty 3192.046257 = -1477211.015872
  nChanged 60
		SP:Iteration 22Q (22082.860000 sec): 3 clusters
  Score: Raw -1480416.235021 + Penalty 3192.046257 = -1477224.188764
  nChanged 35
		SP:Iteration 23Q (22083.190000 sec): 3 clusters
  Score: Raw -1480424.319053 + Penalty 3192.046257 = -1477232.272796
  nChanged 34
		SP:Iteration 24Q (22083.450000 sec): 3 clusters
  Score: Raw -1480433.072046 + Penalty 3192.046257 = -1477241.025790
  nChanged 27
		SP:Iteration 25Q (22083.710000 sec): 3 clusters
  Score: Raw -1480439.644002 + Penalty 3192.046257 = -1477247.597746
  nChanged 24
		SP:Iteration 26Q (22084.000000 sec): 3 clusters
  Score: Raw -1480444.240806 + Penalty 3192.046257 = -1477252.194550
  nChanged 17
		SP:Iteration 27Q (22084.260000 sec): 3 clusters
  Score: Raw -1480448.631481 + Penalty 3192.046257 = -1477256.585224
  nChanged 16
		SP:Iteration 28Q (22084.550000 sec): 3 clusters
  Score: Raw -1480452.601707 + Penalty 3192.046257 = -1477260.555450
  nChanged 12
		SP:Iteration 29Q (22084.860000 sec): 3 clusters
  Score: Raw -1480454.759388 + Penalty 3192.046257 = -1477262.713132
  nChanged 10
		SP:Iteration 30Q (22085.190000 sec): 3 clusters
  Score: Raw -1480456.551720 + Penalty 3192.046257 = -1477264.505463
  nChanged 4
		SP:Iteration 31Q (22085.470000 sec): 3 clusters
  Score: Raw -1480457.578804 + Penalty 3192.046257 = -1477265.532547
  nChanged 3
		SP:Iteration 32Q (22085.780000 sec): 3 clusters
  Score: Raw -1480458.382268 + Penalty 3192.046257 = -1477266.336011
  nChanged 3
		SP:Iteration 33Q (22086.080000 sec): 3 clusters
  Score: Raw -1480458.843543 + Penalty 3192.046257 = -1477266.797286
  nChanged 3
		SP:Iteration 34Q (22086.340000 sec): 3 clusters
  Score: Raw -1480459.127835 + Penalty 3192.046257 = -1477267.081578
  nChanged 0
		SP:Iteration 35F (22086.600000 sec): 3 clusters
  Score: Raw -1480459.127835 + Penalty 3192.046257 = -1477267.081578
  nChanged 0
Iteration 59Q (22161.950000 sec): 67 clusters
  Score: Raw -34750628.494938 + Penalty 139673.361164 = -34610955.133773
  nChanged 11151
Iteration 60F (22254.020000 sec): 67 clusters
  Score: Raw -34762553.365522 + Penalty 139673.361164 = -34622880.004358
  nChanged 8592
Iteration 61Q (22325.890000 sec): 67 clusters
  Score: Raw -34769918.334248 + Penalty 139673.361164 = -34630244.973083
  nChanged 5360
Iteration 62Q (22376.760000 sec): 67 clusters
  Score: Raw -34772497.906761 + Penalty 139673.361164 = -34632824.545597
  nChanged 4115
Iteration 63Q (22429.640000 sec): 67 clusters
  Score: Raw -34774024.718625 + Penalty 139673.361164 = -34634351.357461
  nChanged 3371
Iteration 64Q (22483.320000 sec): 67 clusters
  Score: Raw -34775048.989350 + Penalty 139673.361164 = -34635375.628186
  nChanged 2906
Iteration 65Q (22534.430000 sec): 67 clusters
  Score: Raw -34775826.580959 + Penalty 139673.361164 = -34636153.219795
  nChanged 2476
Iteration 66Q (22588.870000 sec): 67 clusters
  Score: Raw -34776489.550563 + Penalty 139673.361164 = -34636816.189398
  nChanged 2292
Iteration 67Q (22643.240000 sec): 67 clusters
  Score: Raw -34777095.473782 + Penalty 139673.361164 = -34637422.112618
  nChanged 2010
Iteration 68Q (22700.320000 sec): 67 clusters
  Score: Raw -34777612.046440 + Penalty 139673.361164 = -34637938.685276
  nChanged 1858
Iteration 69Q (22754.660000 sec): 67 clusters
  Score: Raw -34778045.143340 + Penalty 139673.361164 = -34638371.782176
  nChanged 1691
Iteration 70Q (22808.140000 sec): 67 clusters
  Score: Raw -34778446.961944 + Penalty 139673.361164 = -34638773.600780
  nChanged 1632
Iteration 71Q (22861.850000 sec): 67 clusters
  Score: Raw -34778831.150871 + Penalty 139673.361164 = -34639157.789707
  nChanged 1491
Iteration 72Q (22916.010000 sec): 67 clusters
  Score: Raw -34779197.507492 + Penalty 139673.361164 = -34639524.146327
  nChanged 1430
Iteration 73Q (22974.090000 sec): 67 clusters
  Score: Raw -34779545.011562 + Penalty 139673.361164 = -34639871.650398
  nChanged 1338
Iteration 74Q (23028.530000 sec): 67 clusters
  Score: Raw -34779839.527148 + Penalty 139673.361164 = -34640166.165983
  nChanged 1274
Iteration 75Q (23083.100000 sec): 67 clusters
  Score: Raw -34780106.767114 + Penalty 139673.361164 = -34640433.405950
  nChanged 1113
Iteration 76Q (23137.980000 sec): 67 clusters
  Score: Raw -34780325.673263 + Penalty 139673.361164 = -34640652.312098
  nChanged 1051
Iteration 77Q (23188.500000 sec): 67 clusters
  Score: Raw -34780531.032212 + Penalty 139673.361164 = -34640857.671047
  nChanged 976
Iteration 78Q (23238.720000 sec): 67 clusters
  Score: Raw -34780675.126946 + Penalty 139673.361164 = -34641001.765781
  nChanged 868
Iteration 79Q (23295.840000 sec): 67 clusters
  Score: Raw -34780814.173517 + Penalty 139673.361164 = -34641140.812352
  nChanged 801
Iteration 80F (23378.270000 sec): 67 clusters
  Score: Raw -34783919.231689 + Penalty 139673.361164 = -34644245.870524
  nChanged 1150
Iteration 81Q (23430.560000 sec): 67 clusters
  Score: Raw -34789392.048361 + Penalty 139673.361164 = -34649718.687197
  nChanged 1131
Iteration 82Q (23484.130000 sec): 67 clusters
  Score: Raw -34789881.856057 + Penalty 139673.361164 = -34650208.494892
  nChanged 1048
Iteration 83Q (23537.270000 sec): 67 clusters
  Score: Raw -34790303.618322 + Penalty 139673.361164 = -34650630.257158
  nChanged 1029
Iteration 84Q (23594.120000 sec): 67 clusters
  Score: Raw -34790897.298092 + Penalty 139673.361164 = -34651223.936927
  nChanged 1028
Iteration 85Q (23648.490000 sec): 67 clusters
  Score: Raw -34791692.948154 + Penalty 139673.361164 = -34652019.586990
  nChanged 991
Iteration 86Q (23700.990000 sec): 67 clusters
  Score: Raw -34792386.501654 + Penalty 139673.361164 = -34652713.140490
  nChanged 845
Iteration 87Q (23754.260000 sec): 67 clusters
  Score: Raw -34792732.847573 + Penalty 139673.361164 = -34653059.486408
  nChanged 693
Iteration 88Q (23806.370000 sec): 67 clusters
  Score: Raw -34792914.782669 + Penalty 139673.361164 = -34653241.421505
  nChanged 565
Iteration 89Q (23864.620000 sec): 67 clusters
  Score: Raw -34793023.430768 + Penalty 139673.361164 = -34653350.069603
  nChanged 488
Iteration 90Q (23915.540000 sec): 67 clusters
  Score: Raw -34793112.445410 + Penalty 139673.361164 = -34653439.084246
  nChanged 457
Iteration 91Q (23971.240000 sec): 67 clusters
  Score: Raw -34793197.750092 + Penalty 139673.361164 = -34653524.388927
  nChanged 427
Iteration 92Q (24024.390000 sec): 67 clusters
  Score: Raw -34793285.148922 + Penalty 139673.361164 = -34653611.787757
  nChanged 404
Iteration 93Q (24080.920000 sec): 67 clusters
  Score: Raw -34793348.980879 + Penalty 139673.361164 = -34653675.619715
  nChanged 352
Iteration 94Q (24138.140000 sec): 67 clusters
  Score: Raw -34793407.119832 + Penalty 139673.361164 = -34653733.758668
  nChanged 333
Iteration 95Q (24202.300000 sec): 67 clusters
  Score: Raw -34793461.123716 + Penalty 139673.361164 = -34653787.762552
  nChanged 288
Iteration 96Q (24265.350000 sec): 67 clusters
  Score: Raw -34793509.383904 + Penalty 139673.361164 = -34653836.022739
  nChanged 277
Iteration 97Q (24328.630000 sec): 67 clusters
  Score: Raw -34793555.658346 + Penalty 139673.361164 = -34653882.297181
  nChanged 257
Iteration 98Q (24386.940000 sec): 67 clusters
  Score: Raw -34793601.558389 + Penalty 139673.361164 = -34653928.197224
  nChanged 265
Writing temp clu file 
Because OldScore, -34653882.297181, is greater than current (better) Score,-34653928.197224 
 Compute initial score before splitting:   Score: Raw -34793601.558389 + Penalty 139673.361164 = -34653928.197224
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (5051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24387.100000 sec): 2 clusters
  Score: Raw -369544.511900 + Penalty 1385.692997 = -368158.818902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24387.300000 sec): 3 clusters
  Score: Raw -366889.552941 + Penalty 2771.385995 = -364118.166946
  nChanged 2056
		SP:Iteration 1F (24387.470000 sec): 3 clusters
  Score: Raw -368249.611285 + Penalty 2771.385995 = -365478.225290
  nChanged 527
		SP:Iteration 2F (24387.640000 sec): 3 clusters
  Score: Raw -368831.563324 + Penalty 2771.385995 = -366060.177329
  nChanged 490
		SP:Iteration 3F (24387.790000 sec): 3 clusters
  Score: Raw -369448.525219 + Penalty 2771.385995 = -366677.139224
  nChanged 460
		SP:Iteration 4F (24387.980000 sec): 3 clusters
  Score: Raw -370033.201202 + Penalty 2771.385995 = -367261.815207
  nChanged 352
		SP:Iteration 5F (24388.160000 sec): 3 clusters
  Score: Raw -370531.771493 + Penalty 2771.385995 = -367760.385498
  nChanged 275
		SP:Iteration 6F (24388.380000 sec): 3 clusters
  Score: Raw -370932.958144 + Penalty 2771.385995 = -368161.572149
  nChanged 187
		SP:Iteration 7Q (24388.590000 sec): 3 clusters
  Score: Raw -371118.882446 + Penalty 2771.385995 = -368347.496451
  nChanged 108
		SP:Iteration 8Q (24388.730000 sec): 3 clusters
  Score: Raw -371187.585369 + Penalty 2771.385995 = -368416.199374
  nChanged 61
		SP:Iteration 9Q (24388.880000 sec): 3 clusters
  Score: Raw -371223.085440 + Penalty 2771.385995 = -368451.699445
  nChanged 36
		SP:Iteration 10Q (24389.030000 sec): 3 clusters
  Score: Raw -371239.220481 + Penalty 2771.385995 = -368467.834486
  nChanged 22
		SP:Iteration 11Q (24389.200000 sec): 3 clusters
  Score: Raw -371247.620185 + Penalty 2771.385995 = -368476.234190
  nChanged 14
		SP:Iteration 12Q (24389.370000 sec): 3 clusters
  Score: Raw -371253.484358 + Penalty 2771.385995 = -368482.098364
  nChanged 12
		SP:Iteration 13Q (24389.520000 sec): 3 clusters
  Score: Raw -371257.805941 + Penalty 2771.385995 = -368486.419946
  nChanged 14
		SP:Iteration 14Q (24389.690000 sec): 3 clusters
  Score: Raw -371261.292331 + Penalty 2771.385995 = -368489.906336
  nChanged 9
		SP:Iteration 15Q (24389.860000 sec): 3 clusters
  Score: Raw -371263.742843 + Penalty 2771.385995 = -368492.356848
  nChanged 7
		SP:Iteration 16Q (24390.040000 sec): 3 clusters
  Score: Raw -371266.285639 + Penalty 2771.385995 = -368494.899644
  nChanged 3
		SP:Iteration 17Q (24390.210000 sec): 3 clusters
  Score: Raw -371267.176746 + Penalty 2771.385995 = -368495.790751
  nChanged 2
		SP:Iteration 18Q (24390.380000 sec): 3 clusters
  Score: Raw -371267.498557 + Penalty 2771.385995 = -368496.112562
  nChanged 1
		SP:Iteration 19Q (24390.550000 sec): 3 clusters
  Score: Raw -371267.952166 + Penalty 2771.385995 = -368496.566171
  nChanged 2
		SP:Iteration 20F (24390.740000 sec): 3 clusters
  Score: Raw -371268.368823 + Penalty 2771.385995 = -368496.982828
  nChanged 2
		SP:Iteration 21Q (24390.930000 sec): 3 clusters
  Score: Raw -371268.673947 + Penalty 2771.385995 = -368497.287952
  nChanged 1
		SP:Iteration 22Q (24391.110000 sec): 3 clusters
  Score: Raw -371268.796791 + Penalty 2771.385995 = -368497.410796
  nChanged 0
		SP:Iteration 23F (24391.300000 sec): 3 clusters
  Score: Raw -371268.796791 + Penalty 2771.385995 = -368497.410796
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (20467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24391.460000 sec): 2 clusters
  Score: Raw -1667342.535635 + Penalty 1613.067481 = -1665729.468155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24391.740000 sec): 3 clusters
  Score: Raw -1655063.195860 + Penalty 3226.134961 = -1651837.060898
  nChanged 9194
		SP:Iteration 1F (24391.960000 sec): 3 clusters
  Score: Raw -1659957.836547 + Penalty 3226.134961 = -1656731.701586
  nChanged 1023
		SP:Iteration 2Q (24392.240000 sec): 3 clusters
  Score: Raw -1660397.118085 + Penalty 3226.134961 = -1657170.983123
  nChanged 1049
		SP:Iteration 3F (24392.480000 sec): 3 clusters
  Score: Raw -1660970.307084 + Penalty 3226.134961 = -1657744.172122
  nChanged 1027
		SP:Iteration 4F (24392.770000 sec): 3 clusters
  Score: Raw -1661590.637153 + Penalty 3226.134961 = -1658364.502192
  nChanged 1021
		SP:Iteration 5Q (24393.050000 sec): 3 clusters
  Score: Raw -1662324.074324 + Penalty 3226.134961 = -1659097.939363
  nChanged 1070
		SP:Iteration 6F (24393.290000 sec): 3 clusters
  Score: Raw -1663105.193065 + Penalty 3226.134961 = -1659879.058103
  nChanged 1100
		SP:Iteration 7F (24393.560000 sec): 3 clusters
  Score: Raw -1663827.187677 + Penalty 3226.134961 = -1660601.052716
  nChanged 992
		SP:Iteration 8Q (24393.830000 sec): 3 clusters
  Score: Raw -1664429.808267 + Penalty 3226.134961 = -1661203.673305
  nChanged 841
		SP:Iteration 9Q (24394.130000 sec): 3 clusters
  Score: Raw -1664934.268745 + Penalty 3226.134961 = -1661708.133784
  nChanged 774
		SP:Iteration 10Q (24394.410000 sec): 3 clusters
  Score: Raw -1665383.469149 + Penalty 3226.134961 = -1662157.334187
  nChanged 691
		SP:Iteration 11Q (24394.690000 sec): 3 clusters
  Score: Raw -1665784.632739 + Penalty 3226.134961 = -1662558.497777
  nChanged 606
		SP:Iteration 12Q (24394.930000 sec): 3 clusters
  Score: Raw -1666151.007582 + Penalty 3226.134961 = -1662924.872621
  nChanged 522
		SP:Iteration 13Q (24395.190000 sec): 3 clusters
  Score: Raw -1666469.037793 + Penalty 3226.134961 = -1663242.902831
  nChanged 409
		SP:Iteration 14Q (24395.500000 sec): 3 clusters
  Score: Raw -1666712.013939 + Penalty 3226.134961 = -1663485.878977
  nChanged 333
		SP:Iteration 15Q (24395.740000 sec): 3 clusters
  Score: Raw -1666910.844976 + Penalty 3226.134961 = -1663684.710014
  nChanged 233
		SP:Iteration 16Q (24396.040000 sec): 3 clusters
  Score: Raw -1667065.532398 + Penalty 3226.134961 = -1663839.397436
  nChanged 180
		SP:Iteration 17Q (24396.240000 sec): 3 clusters
  Score: Raw -1667190.339460 + Penalty 3226.134961 = -1663964.204498
  nChanged 159
		SP:Iteration 18Q (24396.520000 sec): 3 clusters
  Score: Raw -1667310.859786 + Penalty 3226.134961 = -1664084.724825
  nChanged 119
		SP:Iteration 19Q (24396.730000 sec): 3 clusters
  Score: Raw -1667404.762884 + Penalty 3226.134961 = -1664178.627922
  nChanged 84
		SP:Iteration 20F (24397.020000 sec): 3 clusters
  Score: Raw -1667466.906198 + Penalty 3226.134961 = -1664240.771237
  nChanged 43
		SP:Iteration 21Q (24397.320000 sec): 3 clusters
  Score: Raw -1667497.425087 + Penalty 3226.134961 = -1664271.290126
  nChanged 25
		SP:Iteration 22Q (24397.470000 sec): 3 clusters
  Score: Raw -1667515.414380 + Penalty 3226.134961 = -1664289.279419
  nChanged 20
		SP:Iteration 23Q (24397.730000 sec): 3 clusters
  Score: Raw -1667533.813682 + Penalty 3226.134961 = -1664307.678721
  nChanged 15
		SP:Iteration 24Q (24397.960000 sec): 3 clusters
  Score: Raw -1667545.524825 + Penalty 3226.134961 = -1664319.389864
  nChanged 9
		SP:Iteration 25Q (24398.240000 sec): 3 clusters
  Score: Raw -1667552.701807 + Penalty 3226.134961 = -1664326.566846
  nChanged 7
		SP:Iteration 26Q (24398.520000 sec): 3 clusters
  Score: Raw -1667557.300577 + Penalty 3226.134961 = -1664331.165615
  nChanged 9
		SP:Iteration 27Q (24398.760000 sec): 3 clusters
  Score: Raw -1667564.101744 + Penalty 3226.134961 = -1664337.966783
  nChanged 11
		SP:Iteration 28Q (24399.010000 sec): 3 clusters
  Score: Raw -1667571.603278 + Penalty 3226.134961 = -1664345.468317
  nChanged 4
		SP:Iteration 29Q (24399.310000 sec): 3 clusters
  Score: Raw -1667574.532514 + Penalty 3226.134961 = -1664348.397553
  nChanged 6
		SP:Iteration 30Q (24399.550000 sec): 3 clusters
  Score: Raw -1667580.923318 + Penalty 3226.134961 = -1664354.788357
  nChanged 5
		SP:Iteration 31Q (24399.790000 sec): 3 clusters
  Score: Raw -1667582.958216 + Penalty 3226.134961 = -1664356.823254
  nChanged 2
		SP:Iteration 32Q (24400.060000 sec): 3 clusters
  Score: Raw -1667583.929653 + Penalty 3226.134961 = -1664357.794692
  nChanged 2
		SP:Iteration 33Q (24400.290000 sec): 3 clusters
  Score: Raw -1667585.605520 + Penalty 3226.134961 = -1664359.470559
  nChanged 3
		SP:Iteration 34Q (24400.550000 sec): 3 clusters
  Score: Raw -1667587.536819 + Penalty 3226.134961 = -1664361.401858
  nChanged 3
		SP:Iteration 35Q (24400.810000 sec): 3 clusters
  Score: Raw -1667589.140465 + Penalty 3226.134961 = -1664363.005503
  nChanged 4
		SP:Iteration 36Q (24401.110000 sec): 3 clusters
  Score: Raw -1667592.232980 + Penalty 3226.134961 = -1664366.098019
  nChanged 4
		SP:Iteration 37Q (24401.350000 sec): 3 clusters
  Score: Raw -1667594.208946 + Penalty 3226.134961 = -1664368.073985
  nChanged 2
		SP:Iteration 38Q (24401.610000 sec): 3 clusters
  Score: Raw -1667596.717530 + Penalty 3226.134961 = -1664370.582569
  nChanged 2
		SP:Iteration 39Q (24401.810000 sec): 3 clusters
  Score: Raw -1667597.741233 + Penalty 3226.134961 = -1664371.606272
  nChanged 2
		SP:Iteration 40F (24402.090000 sec): 3 clusters
  Score: Raw -1667599.319248 + Penalty 3226.134961 = -1664373.184286
  nChanged 1
		SP:Iteration 41Q (24402.390000 sec): 3 clusters
  Score: Raw -1667599.850659 + Penalty 3226.134961 = -1664373.715698
  nChanged 1
		SP:Iteration 42Q (24402.640000 sec): 3 clusters
  Score: Raw -1667600.688149 + Penalty 3226.134961 = -1664374.553187
  nChanged 1
		SP:Iteration 43Q (24402.880000 sec): 3 clusters
  Score: Raw -1667601.206544 + Penalty 3226.134961 = -1664375.071582
  nChanged 1
		SP:Iteration 44Q (24403.180000 sec): 3 clusters
  Score: Raw -1667601.807761 + Penalty 3226.134961 = -1664375.672799
  nChanged 1
		SP:Iteration 45Q (24403.420000 sec): 3 clusters
  Score: Raw -1667602.406828 + Penalty 3226.134961 = -1664376.271866
  nChanged 1
		SP:Iteration 46Q (24403.710000 sec): 3 clusters
  Score: Raw -1667603.410364 + Penalty 3226.134961 = -1664377.275403
  nChanged 1
		SP:Iteration 47Q (24403.930000 sec): 3 clusters
  Score: Raw -1667604.093851 + Penalty 3226.134961 = -1664377.958890
  nChanged 1
		SP:Iteration 48Q (24404.170000 sec): 3 clusters
  Score: Raw -1667604.476489 + Penalty 3226.134961 = -1664378.341528
  nChanged 0
		SP:Iteration 49F (24404.420000 sec): 3 clusters
  Score: Raw -1667604.476489 + Penalty 3226.134961 = -1664378.341528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24404.490000 sec): 2 clusters
  Score: Raw -199275.916276 + Penalty 1274.625404 = -198001.290872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24404.610000 sec): 3 clusters
  Score: Raw -198096.748887 + Penalty 2549.250807 = -195547.498080
  nChanged 926
		SP:Iteration 1F (24404.750000 sec): 3 clusters
  Score: Raw -198601.877631 + Penalty 2549.250807 = -196052.626824
  nChanged 176
		SP:Iteration 2F (24404.890000 sec): 3 clusters
  Score: Raw -198722.236366 + Penalty 2549.250807 = -196172.985558
  nChanged 135
		SP:Iteration 3F (24405.000000 sec): 3 clusters
  Score: Raw -198811.799197 + Penalty 2549.250807 = -196262.548390
  nChanged 97
		SP:Iteration 4Q (24405.170000 sec): 3 clusters
  Score: Raw -198872.128813 + Penalty 2549.250807 = -196322.878005
  nChanged 83
		SP:Iteration 5Q (24405.310000 sec): 3 clusters
  Score: Raw -198920.740539 + Penalty 2549.250807 = -196371.489731
  nChanged 83
		SP:Iteration 6Q (24405.490000 sec): 3 clusters
  Score: Raw -198964.907735 + Penalty 2549.250807 = -196415.656928
  nChanged 62
		SP:Iteration 7Q (24405.610000 sec): 3 clusters
  Score: Raw -198998.941520 + Penalty 2549.250807 = -196449.690712
  nChanged 62
		SP:Iteration 8Q (24405.750000 sec): 3 clusters
  Score: Raw -199031.240850 + Penalty 2549.250807 = -196481.990042
  nChanged 55
		SP:Iteration 9Q (24405.890000 sec): 3 clusters
  Score: Raw -199061.359849 + Penalty 2549.250807 = -196512.109042
  nChanged 66
		SP:Iteration 10Q (24406.060000 sec): 3 clusters
  Score: Raw -199097.858165 + Penalty 2549.250807 = -196548.607357
  nChanged 59
		SP:Iteration 11Q (24406.230000 sec): 3 clusters
  Score: Raw -199129.793244 + Penalty 2549.250807 = -196580.542437
  nChanged 50
		SP:Iteration 12Q (24406.350000 sec): 3 clusters
  Score: Raw -199156.962250 + Penalty 2549.250807 = -196607.711443
  nChanged 48
		SP:Iteration 13Q (24406.570000 sec): 3 clusters
  Score: Raw -199186.403303 + Penalty 2549.250807 = -196637.152496
  nChanged 49
		SP:Iteration 14Q (24406.700000 sec): 3 clusters
  Score: Raw -199217.601876 + Penalty 2549.250807 = -196668.351069
  nChanged 51
		SP:Iteration 15Q (24406.840000 sec): 3 clusters
  Score: Raw -199246.608187 + Penalty 2549.250807 = -196697.357379
  nChanged 33
		SP:Iteration 16Q (24406.980000 sec): 3 clusters
  Score: Raw -199266.259119 + Penalty 2549.250807 = -196717.008311
  nChanged 30
		SP:Iteration 17Q (24407.130000 sec): 3 clusters
  Score: Raw -199288.239329 + Penalty 2549.250807 = -196738.988522
  nChanged 41
		SP:Iteration 18Q (24407.290000 sec): 3 clusters
  Score: Raw -199315.097743 + Penalty 2549.250807 = -196765.846936
  nChanged 42
		SP:Iteration 19Q (24407.500000 sec): 3 clusters
  Score: Raw -199346.935757 + Penalty 2549.250807 = -196797.684949
  nChanged 43
		SP:Iteration 20F (24407.650000 sec): 3 clusters
  Score: Raw -199374.730517 + Penalty 2549.250807 = -196825.479710
  nChanged 31
		SP:Iteration 21Q (24407.790000 sec): 3 clusters
  Score: Raw -199397.104962 + Penalty 2549.250807 = -196847.854155
  nChanged 29
		SP:Iteration 22Q (24407.970000 sec): 3 clusters
  Score: Raw -199417.183101 + Penalty 2549.250807 = -196867.932293
  nChanged 27
		SP:Iteration 23Q (24408.110000 sec): 3 clusters
  Score: Raw -199432.847509 + Penalty 2549.250807 = -196883.596702
  nChanged 21
		SP:Iteration 24Q (24408.270000 sec): 3 clusters
  Score: Raw -199441.933855 + Penalty 2549.250807 = -196892.683047
  nChanged 11
		SP:Iteration 25Q (24408.440000 sec): 3 clusters
  Score: Raw -199447.043324 + Penalty 2549.250807 = -196897.792516
  nChanged 9
		SP:Iteration 26Q (24408.630000 sec): 3 clusters
  Score: Raw -199453.187040 + Penalty 2549.250807 = -196903.936233
  nChanged 8
		SP:Iteration 27Q (24408.790000 sec): 3 clusters
  Score: Raw -199458.121935 + Penalty 2549.250807 = -196908.871127
  nChanged 13
		SP:Iteration 28Q (24408.950000 sec): 3 clusters
  Score: Raw -199464.515389 + Penalty 2549.250807 = -196915.264582
  nChanged 7
		SP:Iteration 29Q (24409.090000 sec): 3 clusters
  Score: Raw -199468.338118 + Penalty 2549.250807 = -196919.087310
  nChanged 8
		SP:Iteration 30Q (24409.280000 sec): 3 clusters
  Score: Raw -199473.156781 + Penalty 2549.250807 = -196923.905973
  nChanged 8
		SP:Iteration 31Q (24409.450000 sec): 3 clusters
  Score: Raw -199477.624834 + Penalty 2549.250807 = -196928.374027
  nChanged 8
		SP:Iteration 32Q (24409.580000 sec): 3 clusters
  Score: Raw -199483.372549 + Penalty 2549.250807 = -196934.121742
  nChanged 5
		SP:Iteration 33Q (24409.730000 sec): 3 clusters
  Score: Raw -199485.889484 + Penalty 2549.250807 = -196936.638676
  nChanged 4
		SP:Iteration 34Q (24409.880000 sec): 3 clusters
  Score: Raw -199489.721330 + Penalty 2549.250807 = -196940.470523
  nChanged 3
		SP:Iteration 35Q (24410.060000 sec): 3 clusters
  Score: Raw -199490.686558 + Penalty 2549.250807 = -196941.435751
  nChanged 5
		SP:Iteration 36Q (24410.210000 sec): 3 clusters
  Score: Raw -199493.102497 + Penalty 2549.250807 = -196943.851689
  nChanged 3
		SP:Iteration 37Q (24410.340000 sec): 3 clusters
  Score: Raw -199494.777312 + Penalty 2549.250807 = -196945.526505
  nChanged 2
		SP:Iteration 38Q (24410.500000 sec): 3 clusters
  Score: Raw -199495.927131 + Penalty 2549.250807 = -196946.676324
  nChanged 4
		SP:Iteration 39Q (24410.650000 sec): 3 clusters
  Score: Raw -199497.616638 + Penalty 2549.250807 = -196948.365830
  nChanged 5
		SP:Iteration 40F (24410.810000 sec): 3 clusters
  Score: Raw -199501.097792 + Penalty 2549.250807 = -196951.846985
  nChanged 2
		SP:Iteration 41Q (24410.980000 sec): 3 clusters
  Score: Raw -199502.058642 + Penalty 2549.250807 = -196952.807834
  nChanged 3
		SP:Iteration 42Q (24411.210000 sec): 3 clusters
  Score: Raw -199503.989340 + Penalty 2549.250807 = -196954.738533
  nChanged 1
		SP:Iteration 43Q (24411.360000 sec): 3 clusters
  Score: Raw -199504.206202 + Penalty 2549.250807 = -196954.955395
  nChanged 0
		SP:Iteration 44F (24411.510000 sec): 3 clusters
  Score: Raw -199504.206202 + Penalty 2549.250807 = -196954.955395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24411.590000 sec): 2 clusters
  Score: Raw -124732.758208 + Penalty 1222.302128 = -123510.456080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24411.760000 sec): 3 clusters
  Score: Raw -124051.673753 + Penalty 2444.604257 = -121607.069496
  nChanged 670
		SP:Iteration 1F (24411.920000 sec): 3 clusters
  Score: Raw -124962.750315 + Penalty 2444.604257 = -122518.146058
  nChanged 210
		SP:Iteration 2F (24412.090000 sec): 3 clusters
  Score: Raw -125351.445066 + Penalty 2444.604257 = -122906.840809
  nChanged 135
		SP:Iteration 3F (24412.250000 sec): 3 clusters
  Score: Raw -125526.899816 + Penalty 2444.604257 = -123082.295559
  nChanged 66
		SP:Iteration 4Q (24412.420000 sec): 3 clusters
  Score: Raw -125602.291298 + Penalty 2444.604257 = -123157.687041
  nChanged 43
		SP:Iteration 5Q (24412.590000 sec): 3 clusters
  Score: Raw -125645.030510 + Penalty 2444.604257 = -123200.426253
  nChanged 30
		SP:Iteration 6Q (24412.800000 sec): 3 clusters
  Score: Raw -125673.633178 + Penalty 2444.604257 = -123229.028921
  nChanged 21
		SP:Iteration 7Q (24412.930000 sec): 3 clusters
  Score: Raw -125692.136875 + Penalty 2444.604257 = -123247.532618
  nChanged 25
		SP:Iteration 8Q (24413.080000 sec): 3 clusters
  Score: Raw -125717.182884 + Penalty 2444.604257 = -123272.578627
  nChanged 18
		SP:Iteration 9Q (24413.240000 sec): 3 clusters
  Score: Raw -125731.064893 + Penalty 2444.604257 = -123286.460636
  nChanged 16
		SP:Iteration 10Q (24413.440000 sec): 3 clusters
  Score: Raw -125749.939209 + Penalty 2444.604257 = -123305.334952
  nChanged 19
		SP:Iteration 11Q (24413.560000 sec): 3 clusters
  Score: Raw -125777.451186 + Penalty 2444.604257 = -123332.846929
  nChanged 19
		SP:Iteration 12Q (24413.690000 sec): 3 clusters
  Score: Raw -125794.758857 + Penalty 2444.604257 = -123350.154600
  nChanged 12
		SP:Iteration 13Q (24413.860000 sec): 3 clusters
  Score: Raw -125803.373320 + Penalty 2444.604257 = -123358.769063
  nChanged 5
		SP:Iteration 14Q (24414.030000 sec): 3 clusters
  Score: Raw -125805.777421 + Penalty 2444.604257 = -123361.173164
  nChanged 3
		SP:Iteration 15Q (24414.150000 sec): 3 clusters
  Score: Raw -125807.016203 + Penalty 2444.604257 = -123362.411946
  nChanged 0
		SP:Iteration 16F (24414.330000 sec): 3 clusters
  Score: Raw -125807.016203 + Penalty 2444.604257 = -123362.411946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (7930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24414.440000 sec): 2 clusters
  Score: Raw -614315.242504 + Penalty 1458.991351 = -612856.251152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24414.630000 sec): 3 clusters
  Score: Raw -609969.133743 + Penalty 2917.982702 = -607051.151041
  nChanged 3386
		SP:Iteration 1F (24414.830000 sec): 3 clusters
  Score: Raw -611970.246472 + Penalty 2917.982702 = -609052.263769
  nChanged 627
		SP:Iteration 2F (24415.040000 sec): 3 clusters
  Score: Raw -612415.631165 + Penalty 2917.982702 = -609497.648463
  nChanged 580
		SP:Iteration 3F (24415.240000 sec): 3 clusters
  Score: Raw -612846.362893 + Penalty 2917.982702 = -609928.380190
  nChanged 529
		SP:Iteration 4F (24415.380000 sec): 3 clusters
  Score: Raw -613273.408089 + Penalty 2917.982702 = -610355.425386
  nChanged 527
		SP:Iteration 5F (24415.540000 sec): 3 clusters
  Score: Raw -613686.536520 + Penalty 2917.982702 = -610768.553818
  nChanged 477
		SP:Iteration 6F (24415.800000 sec): 3 clusters
  Score: Raw -614032.061564 + Penalty 2917.982702 = -611114.078861
  nChanged 353
		SP:Iteration 7Q (24415.970000 sec): 3 clusters
  Score: Raw -614269.837744 + Penalty 2917.982702 = -611351.855042
  nChanged 277
		SP:Iteration 8Q (24416.160000 sec): 3 clusters
  Score: Raw -614435.993612 + Penalty 2917.982702 = -611518.010910
  nChanged 201
		SP:Iteration 9Q (24416.350000 sec): 3 clusters
  Score: Raw -614553.207493 + Penalty 2917.982702 = -611635.224791
  nChanged 186
		SP:Iteration 10Q (24416.530000 sec): 3 clusters
  Score: Raw -614660.614138 + Penalty 2917.982702 = -611742.631436
  nChanged 126
		SP:Iteration 11Q (24416.790000 sec): 3 clusters
  Score: Raw -614721.318651 + Penalty 2917.982702 = -611803.335949
  nChanged 83
		SP:Iteration 12Q (24416.960000 sec): 3 clusters
  Score: Raw -614757.531346 + Penalty 2917.982702 = -611839.548643
  nChanged 52
		SP:Iteration 13Q (24417.110000 sec): 3 clusters
  Score: Raw -614777.775275 + Penalty 2917.982702 = -611859.792572
  nChanged 58
		SP:Iteration 14Q (24417.320000 sec): 3 clusters
  Score: Raw -614801.523156 + Penalty 2917.982702 = -611883.540454
  nChanged 44
		SP:Iteration 15Q (24417.490000 sec): 3 clusters
  Score: Raw -614822.019465 + Penalty 2917.982702 = -611904.036763
  nChanged 44
		SP:Iteration 16Q (24417.740000 sec): 3 clusters
  Score: Raw -614846.522257 + Penalty 2917.982702 = -611928.539555
  nChanged 42
		SP:Iteration 17Q (24417.880000 sec): 3 clusters
  Score: Raw -614875.163271 + Penalty 2917.982702 = -611957.180568
  nChanged 54
		SP:Iteration 18Q (24418.070000 sec): 3 clusters
  Score: Raw -614910.970324 + Penalty 2917.982702 = -611992.987622
  nChanged 65
		SP:Iteration 19Q (24418.250000 sec): 3 clusters
  Score: Raw -614946.045956 + Penalty 2917.982702 = -612028.063254
  nChanged 61
		SP:Iteration 20F (24418.410000 sec): 3 clusters
  Score: Raw -614979.996801 + Penalty 2917.982702 = -612062.014099
  nChanged 47
		SP:Iteration 21Q (24418.560000 sec): 3 clusters
  Score: Raw -615011.543734 + Penalty 2917.982702 = -612093.561032
  nChanged 55
		SP:Iteration 22Q (24418.740000 sec): 3 clusters
  Score: Raw -615045.700973 + Penalty 2917.982702 = -612127.718271
  nChanged 45
		SP:Iteration 23Q (24418.940000 sec): 3 clusters
  Score: Raw -615088.650768 + Penalty 2917.982702 = -612170.668065
  nChanged 49
		SP:Iteration 24Q (24419.130000 sec): 3 clusters
  Score: Raw -615135.601627 + Penalty 2917.982702 = -612217.618925
  nChanged 51
		SP:Iteration 25Q (24419.340000 sec): 3 clusters
  Score: Raw -615179.854310 + Penalty 2917.982702 = -612261.871608
  nChanged 50
		SP:Iteration 26Q (24419.460000 sec): 3 clusters
  Score: Raw -615214.976876 + Penalty 2917.982702 = -612296.994174
  nChanged 46
		SP:Iteration 27Q (24419.650000 sec): 3 clusters
  Score: Raw -615248.827755 + Penalty 2917.982702 = -612330.845052
  nChanged 48
		SP:Iteration 28Q (24419.830000 sec): 3 clusters
  Score: Raw -615290.840654 + Penalty 2917.982702 = -612372.857952
  nChanged 36
		SP:Iteration 29Q (24420.000000 sec): 3 clusters
  Score: Raw -615318.419203 + Penalty 2917.982702 = -612400.436501
  nChanged 34
		SP:Iteration 30Q (24420.160000 sec): 3 clusters
  Score: Raw -615342.502898 + Penalty 2917.982702 = -612424.520195
  nChanged 22
		SP:Iteration 31Q (24420.340000 sec): 3 clusters
  Score: Raw -615354.797885 + Penalty 2917.982702 = -612436.815182
  nChanged 25
		SP:Iteration 32Q (24420.510000 sec): 3 clusters
  Score: Raw -615370.952493 + Penalty 2917.982702 = -612452.969791
  nChanged 18
		SP:Iteration 33Q (24420.700000 sec): 3 clusters
  Score: Raw -615383.325176 + Penalty 2917.982702 = -612465.342474
  nChanged 15
		SP:Iteration 34Q (24420.860000 sec): 3 clusters
  Score: Raw -615390.975567 + Penalty 2917.982702 = -612472.992864
  nChanged 16
		SP:Iteration 35Q (24421.010000 sec): 3 clusters
  Score: Raw -615399.284217 + Penalty 2917.982702 = -612481.301514
  nChanged 17
		SP:Iteration 36Q (24421.230000 sec): 3 clusters
  Score: Raw -615409.783627 + Penalty 2917.982702 = -612491.800925
  nChanged 14
		SP:Iteration 37Q (24421.410000 sec): 3 clusters
  Score: Raw -615418.611848 + Penalty 2917.982702 = -612500.629146
  nChanged 10
		SP:Iteration 38Q (24421.610000 sec): 3 clusters
  Score: Raw -615423.034446 + Penalty 2917.982702 = -612505.051743
  nChanged 10
		SP:Iteration 39Q (24421.760000 sec): 3 clusters
  Score: Raw -615427.267371 + Penalty 2917.982702 = -612509.284669
  nChanged 6
		SP:Iteration 40F (24421.980000 sec): 3 clusters
  Score: Raw -615429.385504 + Penalty 2917.982702 = -612511.402802
  nChanged 1
		SP:Iteration 41Q (24422.210000 sec): 3 clusters
  Score: Raw -615429.643242 + Penalty 2917.982702 = -612511.660540
  nChanged 1
		SP:Iteration 42Q (24422.400000 sec): 3 clusters
  Score: Raw -615429.985423 + Penalty 2917.982702 = -612512.002720
  nChanged 1
		SP:Iteration 43Q (24422.620000 sec): 3 clusters
  Score: Raw -615430.084297 + Penalty 2917.982702 = -612512.101594
  nChanged 0
		SP:Iteration 44F (24422.820000 sec): 3 clusters
  Score: Raw -615430.084297 + Penalty 2917.982702 = -612512.101594
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24422.910000 sec): 2 clusters
  Score: Raw -103516.250292 + Penalty 1166.637545 = -102349.612747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24423.100000 sec): 3 clusters
  Score: Raw -103044.307743 + Penalty 2333.275090 = -100711.032653
  nChanged 425
		SP:Iteration 1F (24423.250000 sec): 3 clusters
  Score: Raw -103359.918715 + Penalty 2333.275090 = -101026.643625
  nChanged 104
		SP:Iteration 2F (24423.440000 sec): 3 clusters
  Score: Raw -103464.649351 + Penalty 2333.275090 = -101131.374261
  nChanged 69
		SP:Iteration 3F (24423.540000 sec): 3 clusters
  Score: Raw -103541.475899 + Penalty 2333.275090 = -101208.200809
  nChanged 70
		SP:Iteration 4F (24423.700000 sec): 3 clusters
  Score: Raw -103627.483833 + Penalty 2333.275090 = -101294.208743
  nChanged 68
		SP:Iteration 5F (24423.850000 sec): 3 clusters
  Score: Raw -103729.606148 + Penalty 2333.275090 = -101396.331058
  nChanged 65
		SP:Iteration 6Q (24424.010000 sec): 3 clusters
  Score: Raw -103813.447014 + Penalty 2333.275090 = -101480.171924
  nChanged 56
		SP:Iteration 7Q (24424.180000 sec): 3 clusters
  Score: Raw -103881.890483 + Penalty 2333.275090 = -101548.615393
  nChanged 37
		SP:Iteration 8Q (24424.360000 sec): 3 clusters
  Score: Raw -103919.715624 + Penalty 2333.275090 = -101586.440534
  nChanged 27
		SP:Iteration 9Q (24424.520000 sec): 3 clusters
  Score: Raw -103949.258661 + Penalty 2333.275090 = -101615.983571
  nChanged 31
		SP:Iteration 10Q (24424.680000 sec): 3 clusters
  Score: Raw -103989.969130 + Penalty 2333.275090 = -101656.694040
  nChanged 22
		SP:Iteration 11Q (24424.860000 sec): 3 clusters
  Score: Raw -104017.517821 + Penalty 2333.275090 = -101684.242731
  nChanged 13
		SP:Iteration 12Q (24425.020000 sec): 3 clusters
  Score: Raw -104029.375885 + Penalty 2333.275090 = -101696.100794
  nChanged 11
		SP:Iteration 13Q (24425.180000 sec): 3 clusters
  Score: Raw -104038.580709 + Penalty 2333.275090 = -101705.305618
  nChanged 1
		SP:Iteration 14Q (24425.280000 sec): 3 clusters
  Score: Raw -104038.821624 + Penalty 2333.275090 = -101705.546534
  nChanged 1
		SP:Iteration 15Q (24425.410000 sec): 3 clusters
  Score: Raw -104039.447311 + Penalty 2333.275090 = -101706.172221
  nChanged 0
		SP:Iteration 16F (24425.540000 sec): 3 clusters
  Score: Raw -104039.447311 + Penalty 2333.275090 = -101706.172221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24425.630000 sec): 2 clusters
  Score: Raw -44136.013489 + Penalty 1016.247182 = -43119.766307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24425.800000 sec): 3 clusters
  Score: Raw -44100.139351 + Penalty 2032.494364 = -42067.644987
  nChanged 125
		SP:Iteration 1F (24425.950000 sec): 3 clusters
  Score: Raw -44241.185365 + Penalty 2032.494364 = -42208.691001
  nChanged 28
		SP:Iteration 2F (24426.120000 sec): 3 clusters
  Score: Raw -44281.731001 + Penalty 2032.494364 = -42249.236637
  nChanged 17
		SP:Iteration 3Q (24426.280000 sec): 3 clusters
  Score: Raw -44304.967208 + Penalty 2032.494364 = -42272.472844
  nChanged 14
		SP:Iteration 4Q (24426.450000 sec): 3 clusters
  Score: Raw -44322.181389 + Penalty 2032.494364 = -42289.687025
  nChanged 11
		SP:Iteration 5Q (24426.660000 sec): 3 clusters
  Score: Raw -44343.993323 + Penalty 2032.494364 = -42311.498959
  nChanged 5
		SP:Iteration 6Q (24426.770000 sec): 3 clusters
  Score: Raw -44354.858628 + Penalty 2032.494364 = -42322.364264
  nChanged 3
		SP:Iteration 7Q (24426.940000 sec): 3 clusters
  Score: Raw -44359.728490 + Penalty 2032.494364 = -42327.234126
  nChanged 3
		SP:Iteration 8Q (24427.060000 sec): 3 clusters
  Score: Raw -44366.500360 + Penalty 2032.494364 = -42334.005997
  nChanged 2
		SP:Iteration 9Q (24427.240000 sec): 3 clusters
  Score: Raw -44368.323009 + Penalty 2032.494364 = -42335.828645
  nChanged 2
		SP:Iteration 10Q (24427.340000 sec): 3 clusters
  Score: Raw -44369.880339 + Penalty 2032.494364 = -42337.385975
  nChanged 1
		SP:Iteration 11Q (24427.480000 sec): 3 clusters
  Score: Raw -44371.144410 + Penalty 2032.494364 = -42338.650047
  nChanged 2
		SP:Iteration 12Q (24427.630000 sec): 3 clusters
  Score: Raw -44374.296636 + Penalty 2032.494364 = -42341.802273
  nChanged 3
		SP:Iteration 13Q (24427.750000 sec): 3 clusters
  Score: Raw -44376.894193 + Penalty 2032.494364 = -42344.399829
  nChanged 1
		SP:Iteration 14Q (24427.860000 sec): 3 clusters
  Score: Raw -44377.901056 + Penalty 2032.494364 = -42345.406692
  nChanged 1
		SP:Iteration 15Q (24428.060000 sec): 3 clusters
  Score: Raw -44395.822451 + Penalty 2032.494364 = -42363.328087
  nChanged 3
		SP:Iteration 16Q (24428.220000 sec): 3 clusters
  Score: Raw -44414.993437 + Penalty 2032.494364 = -42382.499073
  nChanged 7
		SP:Iteration 17Q (24428.400000 sec): 3 clusters
  Score: Raw -44434.406926 + Penalty 2032.494364 = -42401.912562
  nChanged 5
		SP:Iteration 18Q (24428.500000 sec): 3 clusters
  Score: Raw -44439.859699 + Penalty 2032.494364 = -42407.365335
  nChanged 4
		SP:Iteration 19Q (24428.620000 sec): 3 clusters
  Score: Raw -44443.596472 + Penalty 2032.494364 = -42411.102108
  nChanged 3
		SP:Iteration 20F (24428.760000 sec): 3 clusters
  Score: Raw -44451.180794 + Penalty 2032.494364 = -42418.686430
  nChanged 3
		SP:Iteration 21Q (24428.910000 sec): 3 clusters
  Score: Raw -44455.374692 + Penalty 2032.494364 = -42422.880328
  nChanged 3
		SP:Iteration 22Q (24429.030000 sec): 3 clusters
  Score: Raw -44458.804502 + Penalty 2032.494364 = -42426.310138
  nChanged 5
		SP:Iteration 23Q (24429.160000 sec): 3 clusters
  Score: Raw -44490.869221 + Penalty 2032.494364 = -42458.374857
  nChanged 13
		SP:Iteration 24Q (24429.290000 sec): 3 clusters
  Score: Raw -44536.170392 + Penalty 2032.494364 = -42503.676028
  nChanged 12
		SP:Iteration 25Q (24429.440000 sec): 3 clusters
  Score: Raw -44561.187643 + Penalty 2032.494364 = -42528.693279
  nChanged 10
		SP:Iteration 26Q (24429.580000 sec): 3 clusters
  Score: Raw -44583.109182 + Penalty 2032.494364 = -42550.614818
  nChanged 5
		SP:Iteration 27Q (24429.740000 sec): 3 clusters
  Score: Raw -44590.884470 + Penalty 2032.494364 = -42558.390106
  nChanged 4
		SP:Iteration 28Q (24429.910000 sec): 3 clusters
  Score: Raw -44595.293148 + Penalty 2032.494364 = -42562.798784
  nChanged 1
		SP:Iteration 29Q (24430.060000 sec): 3 clusters
  Score: Raw -44596.380838 + Penalty 2032.494364 = -42563.886474
  nChanged 1
		SP:Iteration 30Q (24430.180000 sec): 3 clusters
  Score: Raw -44597.321269 + Penalty 2032.494364 = -42564.826906
  nChanged 0
		SP:Iteration 31F (24430.320000 sec): 3 clusters
  Score: Raw -44597.321269 + Penalty 2032.494364 = -42564.826906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (3323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24430.420000 sec): 2 clusters
  Score: Raw -262977.815514 + Penalty 1317.651281 = -261660.164233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24430.600000 sec): 3 clusters
  Score: Raw -261378.297246 + Penalty 2635.302562 = -258742.994684
  nChanged 1297
		SP:Iteration 1F (24430.780000 sec): 3 clusters
  Score: Raw -262164.327375 + Penalty 2635.302562 = -259529.024813
  nChanged 257
		SP:Iteration 2F (24430.940000 sec): 3 clusters
  Score: Raw -262349.499766 + Penalty 2635.302562 = -259714.197204
  nChanged 213
		SP:Iteration 3F (24431.130000 sec): 3 clusters
  Score: Raw -262482.156781 + Penalty 2635.302562 = -259846.854219
  nChanged 164
		SP:Iteration 4Q (24431.270000 sec): 3 clusters
  Score: Raw -262612.490407 + Penalty 2635.302562 = -259977.187845
  nChanged 148
		SP:Iteration 5Q (24431.460000 sec): 3 clusters
  Score: Raw -262738.210838 + Penalty 2635.302562 = -260102.908276
  nChanged 155
		SP:Iteration 6Q (24431.600000 sec): 3 clusters
  Score: Raw -262858.356337 + Penalty 2635.302562 = -260223.053775
  nChanged 130
		SP:Iteration 7Q (24431.790000 sec): 3 clusters
  Score: Raw -262979.661753 + Penalty 2635.302562 = -260344.359191
  nChanged 129
		SP:Iteration 8Q (24431.980000 sec): 3 clusters
  Score: Raw -263090.812146 + Penalty 2635.302562 = -260455.509584
  nChanged 117
		SP:Iteration 9Q (24432.090000 sec): 3 clusters
  Score: Raw -263176.896900 + Penalty 2635.302562 = -260541.594338
  nChanged 99
		SP:Iteration 10Q (24432.270000 sec): 3 clusters
  Score: Raw -263250.425569 + Penalty 2635.302562 = -260615.123007
  nChanged 84
		SP:Iteration 11Q (24432.380000 sec): 3 clusters
  Score: Raw -263306.569300 + Penalty 2635.302562 = -260671.266737
  nChanged 69
		SP:Iteration 12Q (24432.540000 sec): 3 clusters
  Score: Raw -263351.313289 + Penalty 2635.302562 = -260716.010727
  nChanged 61
		SP:Iteration 13Q (24432.690000 sec): 3 clusters
  Score: Raw -263396.312193 + Penalty 2635.302562 = -260761.009631
  nChanged 52
		SP:Iteration 14Q (24432.860000 sec): 3 clusters
  Score: Raw -263423.432617 + Penalty 2635.302562 = -260788.130055
  nChanged 35
		SP:Iteration 15Q (24433.030000 sec): 3 clusters
  Score: Raw -263446.245089 + Penalty 2635.302562 = -260810.942527
  nChanged 36
		SP:Iteration 16Q (24433.200000 sec): 3 clusters
  Score: Raw -263467.258378 + Penalty 2635.302562 = -260831.955816
  nChanged 34
		SP:Iteration 17Q (24433.340000 sec): 3 clusters
  Score: Raw -263485.213132 + Penalty 2635.302562 = -260849.910570
  nChanged 39
		SP:Iteration 18Q (24433.470000 sec): 3 clusters
  Score: Raw -263505.561845 + Penalty 2635.302562 = -260870.259282
  nChanged 29
		SP:Iteration 19Q (24433.630000 sec): 3 clusters
  Score: Raw -263517.549170 + Penalty 2635.302562 = -260882.246608
  nChanged 26
		SP:Iteration 20F (24433.790000 sec): 3 clusters
  Score: Raw -263528.658299 + Penalty 2635.302562 = -260893.355737
  nChanged 35
		SP:Iteration 21Q (24433.950000 sec): 3 clusters
  Score: Raw -263545.823029 + Penalty 2635.302562 = -260910.520467
  nChanged 34
		SP:Iteration 22Q (24434.090000 sec): 3 clusters
  Score: Raw -263563.675928 + Penalty 2635.302562 = -260928.373366
  nChanged 32
		SP:Iteration 23Q (24434.260000 sec): 3 clusters
  Score: Raw -263584.076010 + Penalty 2635.302562 = -260948.773447
  nChanged 25
		SP:Iteration 24Q (24434.440000 sec): 3 clusters
  Score: Raw -263597.805939 + Penalty 2635.302562 = -260962.503377
  nChanged 30
		SP:Iteration 25Q (24434.570000 sec): 3 clusters
  Score: Raw -263613.569567 + Penalty 2635.302562 = -260978.267005
  nChanged 20
		SP:Iteration 26Q (24434.710000 sec): 3 clusters
  Score: Raw -263624.974339 + Penalty 2635.302562 = -260989.671777
  nChanged 22
		SP:Iteration 27Q (24434.840000 sec): 3 clusters
  Score: Raw -263635.869694 + Penalty 2635.302562 = -261000.567132
  nChanged 17
		SP:Iteration 28Q (24435.000000 sec): 3 clusters
  Score: Raw -263646.519986 + Penalty 2635.302562 = -261011.217423
  nChanged 12
		SP:Iteration 29Q (24435.190000 sec): 3 clusters
  Score: Raw -263651.186690 + Penalty 2635.302562 = -261015.884128
  nChanged 3
		SP:Iteration 30Q (24435.330000 sec): 3 clusters
  Score: Raw -263652.431131 + Penalty 2635.302562 = -261017.128569
  nChanged 2
		SP:Iteration 31Q (24435.490000 sec): 3 clusters
  Score: Raw -263653.455415 + Penalty 2635.302562 = -261018.152852
  nChanged 5
		SP:Iteration 32Q (24435.610000 sec): 3 clusters
  Score: Raw -263654.926253 + Penalty 2635.302562 = -261019.623691
  nChanged 4
		SP:Iteration 33Q (24435.780000 sec): 3 clusters
  Score: Raw -263656.153456 + Penalty 2635.302562 = -261020.850893
  nChanged 5
		SP:Iteration 34Q (24435.940000 sec): 3 clusters
  Score: Raw -263657.780859 + Penalty 2635.302562 = -261022.478297
  nChanged 6
		SP:Iteration 35Q (24436.090000 sec): 3 clusters
  Score: Raw -263660.466843 + Penalty 2635.302562 = -261025.164281
  nChanged 11
		SP:Iteration 36Q (24436.270000 sec): 3 clusters
  Score: Raw -263666.746086 + Penalty 2635.302562 = -261031.443523
  nChanged 11
		SP:Iteration 37Q (24436.490000 sec): 3 clusters
  Score: Raw -263670.663008 + Penalty 2635.302562 = -261035.360446
  nChanged 9
		SP:Iteration 38Q (24436.650000 sec): 3 clusters
  Score: Raw -263674.168669 + Penalty 2635.302562 = -261038.866107
  nChanged 11
		SP:Iteration 39Q (24436.800000 sec): 3 clusters
  Score: Raw -263677.175578 + Penalty 2635.302562 = -261041.873016
  nChanged 5
		SP:Iteration 40F (24436.940000 sec): 3 clusters
  Score: Raw -263678.336313 + Penalty 2635.302562 = -261043.033751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (6135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24437.070000 sec): 2 clusters
  Score: Raw -487810.484916 + Penalty 1417.286871 = -486393.198046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24437.290000 sec): 3 clusters
  Score: Raw -484577.894961 + Penalty 2834.573741 = -481743.321219
  nChanged 2548
		SP:Iteration 1F (24437.420000 sec): 3 clusters
  Score: Raw -486098.612595 + Penalty 2834.573741 = -483264.038853
  nChanged 502
		SP:Iteration 2F (24437.610000 sec): 3 clusters
  Score: Raw -486466.257233 + Penalty 2834.573741 = -483631.683491
  nChanged 443
		SP:Iteration 3F (24437.770000 sec): 3 clusters
  Score: Raw -486823.933190 + Penalty 2834.573741 = -483989.359449
  nChanged 425
		SP:Iteration 4F (24437.960000 sec): 3 clusters
  Score: Raw -487184.723291 + Penalty 2834.573741 = -484350.149550
  nChanged 410
		SP:Iteration 5F (24438.120000 sec): 3 clusters
  Score: Raw -487557.212528 + Penalty 2834.573741 = -484722.638787
  nChanged 362
		SP:Iteration 6F (24438.360000 sec): 3 clusters
  Score: Raw -487873.502356 + Penalty 2834.573741 = -485038.928615
  nChanged 327
		SP:Iteration 7F (24438.590000 sec): 3 clusters
  Score: Raw -488184.768156 + Penalty 2834.573741 = -485350.194415
  nChanged 306
		SP:Iteration 8Q (24438.750000 sec): 3 clusters
  Score: Raw -488459.074479 + Penalty 2834.573741 = -485624.500738
  nChanged 269
		SP:Iteration 9Q (24438.900000 sec): 3 clusters
  Score: Raw -488735.873164 + Penalty 2834.573741 = -485901.299423
  nChanged 270
		SP:Iteration 10Q (24439.090000 sec): 3 clusters
  Score: Raw -489163.589294 + Penalty 2834.573741 = -486329.015553
  nChanged 313
		SP:Iteration 11F (24439.300000 sec): 3 clusters
  Score: Raw -489901.329524 + Penalty 2834.573741 = -487066.755783
  nChanged 299
		SP:Iteration 12Q (24439.510000 sec): 3 clusters
  Score: Raw -490490.258001 + Penalty 2834.573741 = -487655.684260
  nChanged 211
		SP:Iteration 13Q (24439.690000 sec): 3 clusters
  Score: Raw -490972.752373 + Penalty 2834.573741 = -488138.178632
  nChanged 133
		SP:Iteration 14Q (24439.880000 sec): 3 clusters
  Score: Raw -491481.920323 + Penalty 2834.573741 = -488647.346581
  nChanged 58
		SP:Iteration 15Q (24440.090000 sec): 3 clusters
  Score: Raw -491642.764432 + Penalty 2834.573741 = -488808.190691
  nChanged 23
		SP:Iteration 16Q (24440.250000 sec): 3 clusters
  Score: Raw -491665.179498 + Penalty 2834.573741 = -488830.605757
  nChanged 10
		SP:Iteration 17Q (24440.440000 sec): 3 clusters
  Score: Raw -491671.042250 + Penalty 2834.573741 = -488836.468509
  nChanged 5
		SP:Iteration 18Q (24440.600000 sec): 3 clusters
  Score: Raw -491673.223997 + Penalty 2834.573741 = -488838.650256
  nChanged 3
		SP:Iteration 19Q (24440.790000 sec): 3 clusters
  Score: Raw -491674.631906 + Penalty 2834.573741 = -488840.058165
  nChanged 0
		SP:Iteration 20F (24440.960000 sec): 3 clusters
  Score: Raw -491674.631906 + Penalty 2834.573741 = -488840.058165
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24441.100000 sec): 2 clusters
  Score: Raw -10724.907770 + Penalty 842.950193 = -9881.957577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24441.260000 sec): 3 clusters
  Score: Raw -10883.567021 + Penalty 1685.900387 = -9197.666635
  nChanged 22
		SP:Iteration 1F (24441.380000 sec): 3 clusters
  Score: Raw -10943.633051 + Penalty 1685.900387 = -9257.732664
  nChanged 8
		SP:Iteration 2Q (24441.560000 sec): 3 clusters
  Score: Raw -10973.361376 + Penalty 1685.900387 = -9287.460990
  nChanged 0
		SP:Iteration 3F (24441.670000 sec): 3 clusters
  Score: Raw -10973.361376 + Penalty 1685.900387 = -9287.460990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (7975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24441.760000 sec): 2 clusters
  Score: Raw -633133.452609 + Penalty 1459.910876 = -631673.541733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24441.980000 sec): 3 clusters
  Score: Raw -628788.904221 + Penalty 2919.821751 = -625869.082470
  nChanged 3349
		SP:Iteration 1F (24442.160000 sec): 3 clusters
  Score: Raw -630810.652174 + Penalty 2919.821751 = -627890.830423
  nChanged 634
		SP:Iteration 2F (24442.320000 sec): 3 clusters
  Score: Raw -631334.151126 + Penalty 2919.821751 = -628414.329374
  nChanged 566
		SP:Iteration 3F (24442.550000 sec): 3 clusters
  Score: Raw -631858.938565 + Penalty 2919.821751 = -628939.116814
  nChanged 565
		SP:Iteration 4F (24442.740000 sec): 3 clusters
  Score: Raw -632367.549988 + Penalty 2919.821751 = -629447.728237
  nChanged 548
		SP:Iteration 5F (24442.920000 sec): 3 clusters
  Score: Raw -632815.985719 + Penalty 2919.821751 = -629896.163968
  nChanged 482
		SP:Iteration 6F (24443.140000 sec): 3 clusters
  Score: Raw -633280.985463 + Penalty 2919.821751 = -630361.163711
  nChanged 482
		SP:Iteration 7F (24443.310000 sec): 3 clusters
  Score: Raw -633868.838189 + Penalty 2919.821751 = -630949.016438
  nChanged 474
		SP:Iteration 8F (24443.510000 sec): 3 clusters
  Score: Raw -634592.609386 + Penalty 2919.821751 = -631672.787634
  nChanged 480
		SP:Iteration 9F (24443.710000 sec): 3 clusters
  Score: Raw -635513.754220 + Penalty 2919.821751 = -632593.932468
  nChanged 433
		SP:Iteration 10F (24443.890000 sec): 3 clusters
  Score: Raw -636485.540838 + Penalty 2919.821751 = -633565.719086
  nChanged 292
		SP:Iteration 11Q (24444.090000 sec): 3 clusters
  Score: Raw -637349.527749 + Penalty 2919.821751 = -634429.705998
  nChanged 157
		SP:Iteration 12Q (24444.240000 sec): 3 clusters
  Score: Raw -637647.348602 + Penalty 2919.821751 = -634727.526851
  nChanged 44
		SP:Iteration 13Q (24444.510000 sec): 3 clusters
  Score: Raw -637671.019696 + Penalty 2919.821751 = -634751.197945
  nChanged 12
		SP:Iteration 14Q (24444.700000 sec): 3 clusters
  Score: Raw -637673.687023 + Penalty 2919.821751 = -634753.865271
  nChanged 2
		SP:Iteration 15Q (24444.920000 sec): 3 clusters
  Score: Raw -637674.028473 + Penalty 2919.821751 = -634754.206722
  nChanged 1
		SP:Iteration 16Q (24445.100000 sec): 3 clusters
  Score: Raw -637674.342231 + Penalty 2919.821751 = -634754.520479
  nChanged 0
		SP:Iteration 17F (24445.290000 sec): 3 clusters
  Score: Raw -637674.342231 + Penalty 2919.821751 = -634754.520479
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24445.360000 sec): 2 clusters
  Score: Raw -133231.740758 + Penalty 1217.029464 = -132014.711295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24445.530000 sec): 3 clusters
  Score: Raw -132511.102605 + Penalty 2434.058927 = -130077.043678
  nChanged 643
		SP:Iteration 1F (24445.680000 sec): 3 clusters
  Score: Raw -132970.732763 + Penalty 2434.058927 = -130536.673836
  nChanged 143
		SP:Iteration 2F (24445.830000 sec): 3 clusters
  Score: Raw -133098.252960 + Penalty 2434.058927 = -130664.194033
  nChanged 80
		SP:Iteration 3Q (24445.980000 sec): 3 clusters
  Score: Raw -133160.285964 + Penalty 2434.058927 = -130726.227037
  nChanged 67
		SP:Iteration 4Q (24446.120000 sec): 3 clusters
  Score: Raw -133225.982661 + Penalty 2434.058927 = -130791.923734
  nChanged 56
		SP:Iteration 5Q (24446.240000 sec): 3 clusters
  Score: Raw -133269.438428 + Penalty 2434.058927 = -130835.379500
  nChanged 57
		SP:Iteration 6Q (24446.380000 sec): 3 clusters
  Score: Raw -133324.798247 + Penalty 2434.058927 = -130890.739320
  nChanged 65
		SP:Iteration 7Q (24446.540000 sec): 3 clusters
  Score: Raw -133385.282604 + Penalty 2434.058927 = -130951.223677
  nChanged 58
		SP:Iteration 8Q (24446.750000 sec): 3 clusters
  Score: Raw -133446.928917 + Penalty 2434.058927 = -131012.869990
  nChanged 62
		SP:Iteration 9Q (24446.880000 sec): 3 clusters
  Score: Raw -133509.695699 + Penalty 2434.058927 = -131075.636772
  nChanged 56
		SP:Iteration 10Q (24447.050000 sec): 3 clusters
  Score: Raw -133575.447453 + Penalty 2434.058927 = -131141.388525
  nChanged 47
		SP:Iteration 11Q (24447.180000 sec): 3 clusters
  Score: Raw -133625.853699 + Penalty 2434.058927 = -131191.794772
  nChanged 49
		SP:Iteration 12Q (24447.360000 sec): 3 clusters
  Score: Raw -133673.207720 + Penalty 2434.058927 = -131239.148793
  nChanged 35
		SP:Iteration 13Q (24447.500000 sec): 3 clusters
  Score: Raw -133706.683148 + Penalty 2434.058927 = -131272.624221
  nChanged 31
		SP:Iteration 14Q (24447.680000 sec): 3 clusters
  Score: Raw -133742.878934 + Penalty 2434.058927 = -131308.820006
  nChanged 24
		SP:Iteration 15Q (24447.870000 sec): 3 clusters
  Score: Raw -133760.307604 + Penalty 2434.058927 = -131326.248677
  nChanged 12
		SP:Iteration 16Q (24448.000000 sec): 3 clusters
  Score: Raw -133766.952444 + Penalty 2434.058927 = -131332.893517
  nChanged 10
		SP:Iteration 17Q (24448.150000 sec): 3 clusters
  Score: Raw -133772.599424 + Penalty 2434.058927 = -131338.540497
  nChanged 10
		SP:Iteration 18Q (24448.280000 sec): 3 clusters
  Score: Raw -133781.876512 + Penalty 2434.058927 = -131347.817585
  nChanged 9
		SP:Iteration 19Q (24448.420000 sec): 3 clusters
  Score: Raw -133793.069169 + Penalty 2434.058927 = -131359.010242
  nChanged 16
		SP:Iteration 20F (24448.600000 sec): 3 clusters
  Score: Raw -133804.641066 + Penalty 2434.058927 = -131370.582138
  nChanged 15
		SP:Iteration 21Q (24448.680000 sec): 3 clusters
  Score: Raw -133811.992809 + Penalty 2434.058927 = -131377.933882
  nChanged 11
		SP:Iteration 22Q (24448.880000 sec): 3 clusters
  Score: Raw -133819.424443 + Penalty 2434.058927 = -131385.365516
  nChanged 11
		SP:Iteration 23Q (24449.020000 sec): 3 clusters
  Score: Raw -133826.822280 + Penalty 2434.058927 = -131392.763353
  nChanged 9
		SP:Iteration 24Q (24449.180000 sec): 3 clusters
  Score: Raw -133833.314557 + Penalty 2434.058927 = -131399.255630
  nChanged 9
		SP:Iteration 25Q (24449.360000 sec): 3 clusters
  Score: Raw -133837.401277 + Penalty 2434.058927 = -131403.342350
  nChanged 5
		SP:Iteration 26Q (24449.510000 sec): 3 clusters
  Score: Raw -133839.603428 + Penalty 2434.058927 = -131405.544501
  nChanged 5
		SP:Iteration 27Q (24449.700000 sec): 3 clusters
  Score: Raw -133842.049187 + Penalty 2434.058927 = -131407.990260
  nChanged 4
		SP:Iteration 28Q (24449.800000 sec): 3 clusters
  Score: Raw -133843.716226 + Penalty 2434.058927 = -131409.657299
  nChanged 2
		SP:Iteration 29Q (24449.950000 sec): 3 clusters
  Score: Raw -133845.475273 + Penalty 2434.058927 = -131411.416345
  nChanged 4
		SP:Iteration 30Q (24450.100000 sec): 3 clusters
  Score: Raw -133848.248997 + Penalty 2434.058927 = -131414.190070
  nChanged 4
		SP:Iteration 31Q (24450.290000 sec): 3 clusters
  Score: Raw -133852.146462 + Penalty 2434.058927 = -131418.087535
  nChanged 4
		SP:Iteration 32Q (24450.430000 sec): 3 clusters
  Score: Raw -133853.792279 + Penalty 2434.058927 = -131419.733352
  nChanged 5
		SP:Iteration 33Q (24450.590000 sec): 3 clusters
  Score: Raw -133856.720314 + Penalty 2434.058927 = -131422.661387
  nChanged 5
		SP:Iteration 34Q (24450.720000 sec): 3 clusters
  Score: Raw -133860.170991 + Penalty 2434.058927 = -131426.112064
  nChanged 4
		SP:Iteration 35Q (24450.880000 sec): 3 clusters
  Score: Raw -133861.950008 + Penalty 2434.058927 = -131427.891081
  nChanged 2
		SP:Iteration 36Q (24451.020000 sec): 3 clusters
  Score: Raw -133862.644007 + Penalty 2434.058927 = -131428.585080
  nChanged 3
		SP:Iteration 37Q (24451.190000 sec): 3 clusters
  Score: Raw -133863.960648 + Penalty 2434.058927 = -131429.901721
  nChanged 1
		SP:Iteration 38Q (24451.380000 sec): 3 clusters
  Score: Raw -133864.463131 + Penalty 2434.058927 = -131430.404204
  nChanged 1
		SP:Iteration 39Q (24451.500000 sec): 3 clusters
  Score: Raw -133864.964605 + Penalty 2434.058927 = -131430.905678
  nChanged 1
		SP:Iteration 40F (24451.700000 sec): 3 clusters
  Score: Raw -133865.524082 + Penalty 2434.058927 = -131431.465155
  nChanged 1
		SP:Iteration 41Q (24451.810000 sec): 3 clusters
  Score: Raw -133866.861008 + Penalty 2434.058927 = -131432.802081
  nChanged 2
		SP:Iteration 42Q (24451.980000 sec): 3 clusters
  Score: Raw -133867.712223 + Penalty 2434.058927 = -131433.653296
  nChanged 0
		SP:Iteration 43F (24452.170000 sec): 3 clusters
  Score: Raw -133867.712223 + Penalty 2434.058927 = -131433.653296
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24452.220000 sec): 2 clusters
  Score: Raw -48436.637940 + Penalty 1099.131298 = -47337.506643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24452.380000 sec): 3 clusters
  Score: Raw -48238.928572 + Penalty 2198.262595 = -46040.665977
  nChanged 261
		SP:Iteration 1F (24452.600000 sec): 3 clusters
  Score: Raw -48586.706233 + Penalty 2198.262595 = -46388.443638
  nChanged 80
		SP:Iteration 2F (24452.760000 sec): 3 clusters
  Score: Raw -48715.530405 + Penalty 2198.262595 = -46517.267810
  nChanged 56
		SP:Iteration 3F (24452.880000 sec): 3 clusters
  Score: Raw -48844.812064 + Penalty 2198.262595 = -46646.549468
  nChanged 56
		SP:Iteration 4F (24453.070000 sec): 3 clusters
  Score: Raw -48964.411010 + Penalty 2198.262595 = -46766.148415
  nChanged 35
		SP:Iteration 5Q (24453.230000 sec): 3 clusters
  Score: Raw -49015.382641 + Penalty 2198.262595 = -46817.120046
  nChanged 18
		SP:Iteration 6Q (24453.330000 sec): 3 clusters
  Score: Raw -49045.701952 + Penalty 2198.262595 = -46847.439357
  nChanged 11
		SP:Iteration 7Q (24453.520000 sec): 3 clusters
  Score: Raw -49062.340250 + Penalty 2198.262595 = -46864.077655
  nChanged 11
		SP:Iteration 8Q (24453.670000 sec): 3 clusters
  Score: Raw -49076.250564 + Penalty 2198.262595 = -46877.987969
  nChanged 8
		SP:Iteration 9Q (24453.840000 sec): 3 clusters
  Score: Raw -49092.937304 + Penalty 2198.262595 = -46894.674709
  nChanged 7
		SP:Iteration 10Q (24453.990000 sec): 3 clusters
  Score: Raw -49100.902932 + Penalty 2198.262595 = -46902.640337
  nChanged 1
		SP:Iteration 11Q (24454.170000 sec): 3 clusters
  Score: Raw -49102.780127 + Penalty 2198.262595 = -46904.517532
  nChanged 3
		SP:Iteration 12Q (24454.300000 sec): 3 clusters
  Score: Raw -49104.172550 + Penalty 2198.262595 = -46905.909955
  nChanged 1
		SP:Iteration 13Q (24454.490000 sec): 3 clusters
  Score: Raw -49104.918627 + Penalty 2198.262595 = -46906.656032
  nChanged 1
		SP:Iteration 14Q (24454.640000 sec): 3 clusters
  Score: Raw -49106.481044 + Penalty 2198.262595 = -46908.218449
  nChanged 1
		SP:Iteration 15Q (24454.800000 sec): 3 clusters
  Score: Raw -49106.863715 + Penalty 2198.262595 = -46908.601119
  nChanged 0
		SP:Iteration 16F (24454.920000 sec): 3 clusters
  Score: Raw -49106.863715 + Penalty 2198.262595 = -46908.601119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24454.970000 sec): 2 clusters
  Score: Raw -41829.509471 + Penalty 1008.240636 = -40821.268835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24455.150000 sec): 3 clusters
  Score: Raw -41826.219150 + Penalty 2016.481273 = -39809.737877
  nChanged 110
		SP:Iteration 1F (24455.330000 sec): 3 clusters
  Score: Raw -41935.271434 + Penalty 2016.481273 = -39918.790161
  nChanged 21
		SP:Iteration 2Q (24455.470000 sec): 3 clusters
  Score: Raw -41960.428002 + Penalty 2016.481273 = -39943.946729
  nChanged 9
		SP:Iteration 3Q (24455.610000 sec): 3 clusters
  Score: Raw -41970.905158 + Penalty 2016.481273 = -39954.423885
  nChanged 4
		SP:Iteration 4Q (24455.790000 sec): 3 clusters
  Score: Raw -41975.064397 + Penalty 2016.481273 = -39958.583124
  nChanged 1
		SP:Iteration 5Q (24455.890000 sec): 3 clusters
  Score: Raw -41977.282234 + Penalty 2016.481273 = -39960.800962
  nChanged 0
		SP:Iteration 6F (24456.020000 sec): 3 clusters
  Score: Raw -41977.282234 + Penalty 2016.481273 = -39960.800962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (7159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24456.130000 sec): 2 clusters
  Score: Raw -583307.824657 + Penalty 1442.370408 = -581865.454249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24456.300000 sec): 3 clusters
  Score: Raw -579394.008435 + Penalty 2884.740815 = -576509.267620
  nChanged 3039
		SP:Iteration 1F (24456.500000 sec): 3 clusters
  Score: Raw -581078.312602 + Penalty 2884.740815 = -578193.571787
  nChanged 514
		SP:Iteration 2F (24456.710000 sec): 3 clusters
  Score: Raw -581376.629497 + Penalty 2884.740815 = -578491.888682
  nChanged 491
		SP:Iteration 3F (24456.910000 sec): 3 clusters
  Score: Raw -581693.969997 + Penalty 2884.740815 = -578809.229182
  nChanged 471
		SP:Iteration 4F (24457.080000 sec): 3 clusters
  Score: Raw -581988.704149 + Penalty 2884.740815 = -579103.963334
  nChanged 415
		SP:Iteration 5F (24457.270000 sec): 3 clusters
  Score: Raw -582266.937624 + Penalty 2884.740815 = -579382.196808
  nChanged 388
		SP:Iteration 6F (24457.490000 sec): 3 clusters
  Score: Raw -582561.657116 + Penalty 2884.740815 = -579676.916301
  nChanged 342
		SP:Iteration 7Q (24457.660000 sec): 3 clusters
  Score: Raw -582800.679162 + Penalty 2884.740815 = -579915.938347
  nChanged 279
		SP:Iteration 8Q (24457.810000 sec): 3 clusters
  Score: Raw -582977.182762 + Penalty 2884.740815 = -580092.441947
  nChanged 200
		SP:Iteration 9Q (24458.040000 sec): 3 clusters
  Score: Raw -583113.288010 + Penalty 2884.740815 = -580228.547194
  nChanged 172
		SP:Iteration 10Q (24458.200000 sec): 3 clusters
  Score: Raw -583224.944964 + Penalty 2884.740815 = -580340.204149
  nChanged 130
		SP:Iteration 11Q (24458.420000 sec): 3 clusters
  Score: Raw -583298.933782 + Penalty 2884.740815 = -580414.192967
  nChanged 91
		SP:Iteration 12Q (24458.570000 sec): 3 clusters
  Score: Raw -583347.598446 + Penalty 2884.740815 = -580462.857630
  nChanged 73
		SP:Iteration 13Q (24458.790000 sec): 3 clusters
  Score: Raw -583382.446953 + Penalty 2884.740815 = -580497.706138
  nChanged 63
		SP:Iteration 14Q (24458.970000 sec): 3 clusters
  Score: Raw -583413.939253 + Penalty 2884.740815 = -580529.198438
  nChanged 56
		SP:Iteration 15Q (24459.220000 sec): 3 clusters
  Score: Raw -583445.061920 + Penalty 2884.740815 = -580560.321105
  nChanged 47
		SP:Iteration 16Q (24459.400000 sec): 3 clusters
  Score: Raw -583465.567017 + Penalty 2884.740815 = -580580.826201
  nChanged 37
		SP:Iteration 17Q (24459.600000 sec): 3 clusters
  Score: Raw -583480.589892 + Penalty 2884.740815 = -580595.849076
  nChanged 35
		SP:Iteration 18Q (24459.790000 sec): 3 clusters
  Score: Raw -583498.548209 + Penalty 2884.740815 = -580613.807393
  nChanged 32
		SP:Iteration 19Q (24460.010000 sec): 3 clusters
  Score: Raw -583517.538231 + Penalty 2884.740815 = -580632.797416
  nChanged 29
		SP:Iteration 20F (24460.190000 sec): 3 clusters
  Score: Raw -583531.557249 + Penalty 2884.740815 = -580646.816434
  nChanged 29
		SP:Iteration 21Q (24460.340000 sec): 3 clusters
  Score: Raw -583542.856155 + Penalty 2884.740815 = -580658.115339
  nChanged 22
		SP:Iteration 22Q (24460.500000 sec): 3 clusters
  Score: Raw -583551.399595 + Penalty 2884.740815 = -580666.658780
  nChanged 16
		SP:Iteration 23Q (24460.680000 sec): 3 clusters
  Score: Raw -583558.751160 + Penalty 2884.740815 = -580674.010345
  nChanged 21
		SP:Iteration 24Q (24460.920000 sec): 3 clusters
  Score: Raw -583567.431731 + Penalty 2884.740815 = -580682.690915
  nChanged 24
		SP:Iteration 25Q (24461.050000 sec): 3 clusters
  Score: Raw -583574.849242 + Penalty 2884.740815 = -580690.108426
  nChanged 16
		SP:Iteration 26Q (24461.250000 sec): 3 clusters
  Score: Raw -583579.838385 + Penalty 2884.740815 = -580695.097570
  nChanged 13
		SP:Iteration 27Q (24461.500000 sec): 3 clusters
  Score: Raw -583583.026041 + Penalty 2884.740815 = -580698.285226
  nChanged 5
		SP:Iteration 28Q (24461.620000 sec): 3 clusters
  Score: Raw -583584.489926 + Penalty 2884.740815 = -580699.749111
  nChanged 6
		SP:Iteration 29Q (24461.800000 sec): 3 clusters
  Score: Raw -583585.689939 + Penalty 2884.740815 = -580700.949124
  nChanged 5
		SP:Iteration 30Q (24461.980000 sec): 3 clusters
  Score: Raw -583586.450803 + Penalty 2884.740815 = -580701.709987
  nChanged 2
		SP:Iteration 31Q (24462.160000 sec): 3 clusters
  Score: Raw -583587.161475 + Penalty 2884.740815 = -580702.420660
  nChanged 1
		SP:Iteration 32Q (24462.350000 sec): 3 clusters
  Score: Raw -583587.285638 + Penalty 2884.740815 = -580702.544822
  nChanged 2
		SP:Iteration 33Q (24462.540000 sec): 3 clusters
  Score: Raw -583587.531658 + Penalty 2884.740815 = -580702.790843
  nChanged 0
		SP:Iteration 34F (24462.710000 sec): 3 clusters
  Score: Raw -583587.531658 + Penalty 2884.740815 = -580702.790843
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24462.810000 sec): 2 clusters
  Score: Raw -430400.415220 + Penalty 1385.080580 = -429015.334641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24462.990000 sec): 3 clusters
  Score: Raw -427730.360002 + Penalty 2770.161159 = -424960.198843
  nChanged 2051
		SP:Iteration 1F (24463.150000 sec): 3 clusters
  Score: Raw -428894.121336 + Penalty 2770.161159 = -426123.960177
  nChanged 353
		SP:Iteration 2F (24463.310000 sec): 3 clusters
  Score: Raw -429062.008661 + Penalty 2770.161159 = -426291.847502
  nChanged 236
		SP:Iteration 3Q (24463.490000 sec): 3 clusters
  Score: Raw -429170.492890 + Penalty 2770.161159 = -426400.331730
  nChanged 180
		SP:Iteration 4Q (24463.680000 sec): 3 clusters
  Score: Raw -429239.322495 + Penalty 2770.161159 = -426469.161335
  nChanged 137
		SP:Iteration 5Q (24463.860000 sec): 3 clusters
  Score: Raw -429294.743067 + Penalty 2770.161159 = -426524.581907
  nChanged 139
		SP:Iteration 6Q (24464.050000 sec): 3 clusters
  Score: Raw -429347.581519 + Penalty 2770.161159 = -426577.420360
  nChanged 128
		SP:Iteration 7Q (24464.210000 sec): 3 clusters
  Score: Raw -429398.591554 + Penalty 2770.161159 = -426628.430394
  nChanged 111
		SP:Iteration 8Q (24464.410000 sec): 3 clusters
  Score: Raw -429439.777756 + Penalty 2770.161159 = -426669.616596
  nChanged 84
		SP:Iteration 9Q (24464.550000 sec): 3 clusters
  Score: Raw -429471.039613 + Penalty 2770.161159 = -426700.878454
  nChanged 84
		SP:Iteration 10Q (24464.730000 sec): 3 clusters
  Score: Raw -429499.707844 + Penalty 2770.161159 = -426729.546685
  nChanged 79
		SP:Iteration 11Q (24464.910000 sec): 3 clusters
  Score: Raw -429529.283296 + Penalty 2770.161159 = -426759.122136
  nChanged 70
		SP:Iteration 12Q (24465.070000 sec): 3 clusters
  Score: Raw -429554.544857 + Penalty 2770.161159 = -426784.383698
  nChanged 71
		SP:Iteration 13Q (24465.270000 sec): 3 clusters
  Score: Raw -429580.888827 + Penalty 2770.161159 = -426810.727667
  nChanged 72
		SP:Iteration 14Q (24465.420000 sec): 3 clusters
  Score: Raw -429612.320063 + Penalty 2770.161159 = -426842.158903
  nChanged 83
		SP:Iteration 15Q (24465.550000 sec): 3 clusters
  Score: Raw -429646.846960 + Penalty 2770.161159 = -426876.685800
  nChanged 84
		SP:Iteration 16Q (24465.720000 sec): 3 clusters
  Score: Raw -429683.842479 + Penalty 2770.161159 = -426913.681319
  nChanged 90
		SP:Iteration 17Q (24465.900000 sec): 3 clusters
  Score: Raw -429716.918851 + Penalty 2770.161159 = -426946.757691
  nChanged 78
		SP:Iteration 18Q (24466.030000 sec): 3 clusters
  Score: Raw -429746.188886 + Penalty 2770.161159 = -426976.027726
  nChanged 80
		SP:Iteration 19Q (24466.230000 sec): 3 clusters
  Score: Raw -429779.588848 + Penalty 2770.161159 = -427009.427688
  nChanged 83
		SP:Iteration 20F (24466.420000 sec): 3 clusters
  Score: Raw -429813.742152 + Penalty 2770.161159 = -427043.580993
  nChanged 86
		SP:Iteration 21Q (24466.560000 sec): 3 clusters
  Score: Raw -429857.601619 + Penalty 2770.161159 = -427087.440459
  nChanged 92
		SP:Iteration 22Q (24466.730000 sec): 3 clusters
  Score: Raw -429900.301552 + Penalty 2770.161159 = -427130.140393
  nChanged 81
		SP:Iteration 23Q (24466.880000 sec): 3 clusters
  Score: Raw -429935.311633 + Penalty 2770.161159 = -427165.150474
  nChanged 71
		SP:Iteration 24Q (24467.030000 sec): 3 clusters
  Score: Raw -429963.175760 + Penalty 2770.161159 = -427193.014600
  nChanged 62
		SP:Iteration 25Q (24467.190000 sec): 3 clusters
  Score: Raw -429985.894332 + Penalty 2770.161159 = -427215.733172
  nChanged 53
		SP:Iteration 26Q (24467.390000 sec): 3 clusters
  Score: Raw -430004.524210 + Penalty 2770.161159 = -427234.363050
  nChanged 49
		SP:Iteration 27Q (24467.570000 sec): 3 clusters
  Score: Raw -430018.915662 + Penalty 2770.161159 = -427248.754503
  nChanged 41
		SP:Iteration 28Q (24467.760000 sec): 3 clusters
  Score: Raw -430031.816648 + Penalty 2770.161159 = -427261.655488
  nChanged 44
		SP:Iteration 29Q (24467.910000 sec): 3 clusters
  Score: Raw -430046.149663 + Penalty 2770.161159 = -427275.988504
  nChanged 34
		SP:Iteration 30Q (24468.070000 sec): 3 clusters
  Score: Raw -430056.035822 + Penalty 2770.161159 = -427285.874663
  nChanged 32
		SP:Iteration 31Q (24468.290000 sec): 3 clusters
  Score: Raw -430064.405859 + Penalty 2770.161159 = -427294.244699
  nChanged 20
		SP:Iteration 32Q (24468.490000 sec): 3 clusters
  Score: Raw -430069.077269 + Penalty 2770.161159 = -427298.916110
  nChanged 13
		SP:Iteration 33Q (24468.600000 sec): 3 clusters
  Score: Raw -430071.631858 + Penalty 2770.161159 = -427301.470699
  nChanged 7
		SP:Iteration 34Q (24468.780000 sec): 3 clusters
  Score: Raw -430072.841724 + Penalty 2770.161159 = -427302.680564
  nChanged 9
		SP:Iteration 35Q (24468.970000 sec): 3 clusters
  Score: Raw -430074.155184 + Penalty 2770.161159 = -427303.994025
  nChanged 6
		SP:Iteration 36Q (24469.170000 sec): 3 clusters
  Score: Raw -430075.334386 + Penalty 2770.161159 = -427305.173227
  nChanged 6
		SP:Iteration 37Q (24469.400000 sec): 3 clusters
  Score: Raw -430076.590167 + Penalty 2770.161159 = -427306.429008
  nChanged 8
		SP:Iteration 38Q (24469.610000 sec): 3 clusters
  Score: Raw -430078.287309 + Penalty 2770.161159 = -427308.126149
  nChanged 7
		SP:Iteration 39Q (24469.790000 sec): 3 clusters
  Score: Raw -430080.030840 + Penalty 2770.161159 = -427309.869680
  nChanged 7
		SP:Iteration 40F (24470.000000 sec): 3 clusters
  Score: Raw -430081.449795 + Penalty 2770.161159 = -427311.288635
  nChanged 5
		SP:Iteration 41Q (24470.180000 sec): 3 clusters
  Score: Raw -430082.625796 + Penalty 2770.161159 = -427312.464637
  nChanged 7
		SP:Iteration 42Q (24470.360000 sec): 3 clusters
  Score: Raw -430084.068818 + Penalty 2770.161159 = -427313.907659
  nChanged 7
		SP:Iteration 43Q (24470.540000 sec): 3 clusters
  Score: Raw -430084.867802 + Penalty 2770.161159 = -427314.706642
  nChanged 4
		SP:Iteration 44Q (24470.710000 sec): 3 clusters
  Score: Raw -430085.636966 + Penalty 2770.161159 = -427315.475807
  nChanged 6
		SP:Iteration 45Q (24470.890000 sec): 3 clusters
  Score: Raw -430086.772874 + Penalty 2770.161159 = -427316.611714
  nChanged 5
		SP:Iteration 46Q (24471.100000 sec): 3 clusters
  Score: Raw -430087.298299 + Penalty 2770.161159 = -427317.137140
  nChanged 3
		SP:Iteration 47Q (24471.290000 sec): 3 clusters
  Score: Raw -430087.839153 + Penalty 2770.161159 = -427317.677994
  nChanged 1
		SP:Iteration 48Q (24471.450000 sec): 3 clusters
  Score: Raw -430088.098020 + Penalty 2770.161159 = -427317.936860
  nChanged 2
		SP:Iteration 49Q (24471.630000 sec): 3 clusters
  Score: Raw -430088.341480 + Penalty 2770.161159 = -427318.180321
  nChanged 1
		SP:Iteration 50Q (24471.810000 sec): 3 clusters
  Score: Raw -430088.414755 + Penalty 2770.161159 = -427318.253596
  nChanged 1
		SP:Iteration 51Q (24471.970000 sec): 3 clusters
  Score: Raw -430088.472806 + Penalty 2770.161159 = -427318.311646
  nChanged 0
		SP:Iteration 52F (24472.180000 sec): 3 clusters
  Score: Raw -430088.472806 + Penalty 2770.161159 = -427318.311646
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24472.300000 sec): 2 clusters
  Score: Raw -845140.626055 + Penalty 1496.159477 = -843644.466578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24472.480000 sec): 3 clusters
  Score: Raw -839601.873935 + Penalty 2992.318953 = -836609.554982
  nChanged 4218
		SP:Iteration 1F (24472.680000 sec): 3 clusters
  Score: Raw -841781.080611 + Penalty 2992.318953 = -838788.761657
  nChanged 570
		SP:Iteration 2F (24472.900000 sec): 3 clusters
  Score: Raw -842016.736744 + Penalty 2992.318953 = -839024.417791
  nChanged 462
		SP:Iteration 3Q (24473.130000 sec): 3 clusters
  Score: Raw -842205.810344 + Penalty 2992.318953 = -839213.491391
  nChanged 433
		SP:Iteration 4Q (24473.330000 sec): 3 clusters
  Score: Raw -842391.665272 + Penalty 2992.318953 = -839399.346319
  nChanged 435
		SP:Iteration 5Q (24473.520000 sec): 3 clusters
  Score: Raw -842581.389211 + Penalty 2992.318953 = -839589.070258
  nChanged 446
		SP:Iteration 6Q (24473.750000 sec): 3 clusters
  Score: Raw -842801.982061 + Penalty 2992.318953 = -839809.663107
  nChanged 473
		SP:Iteration 7Q (24473.960000 sec): 3 clusters
  Score: Raw -843070.875474 + Penalty 2992.318953 = -840078.556521
  nChanged 489
		SP:Iteration 8Q (24474.190000 sec): 3 clusters
  Score: Raw -843366.284003 + Penalty 2992.318953 = -840373.965049
  nChanged 484
		SP:Iteration 9Q (24474.360000 sec): 3 clusters
  Score: Raw -843695.907418 + Penalty 2992.318953 = -840703.588464
  nChanged 453
		SP:Iteration 10Q (24474.550000 sec): 3 clusters
  Score: Raw -844035.834121 + Penalty 2992.318953 = -841043.515167
  nChanged 424
		SP:Iteration 11Q (24474.780000 sec): 3 clusters
  Score: Raw -844367.634193 + Penalty 2992.318953 = -841375.315240
  nChanged 357
		SP:Iteration 12Q (24474.960000 sec): 3 clusters
  Score: Raw -844669.303259 + Penalty 2992.318953 = -841676.984306
  nChanged 257
		SP:Iteration 13Q (24475.190000 sec): 3 clusters
  Score: Raw -844872.915885 + Penalty 2992.318953 = -841880.596931
  nChanged 170
		SP:Iteration 14Q (24475.360000 sec): 3 clusters
  Score: Raw -844998.455893 + Penalty 2992.318953 = -842006.136940
  nChanged 117
		SP:Iteration 15Q (24475.550000 sec): 3 clusters
  Score: Raw -845092.497931 + Penalty 2992.318953 = -842100.178978
  nChanged 78
		SP:Iteration 16Q (24475.780000 sec): 3 clusters
  Score: Raw -845152.887257 + Penalty 2992.318953 = -842160.568303
  nChanged 59
		SP:Iteration 17Q (24475.940000 sec): 3 clusters
  Score: Raw -845204.045975 + Penalty 2992.318953 = -842211.727021
  nChanged 45
		SP:Iteration 18Q (24476.140000 sec): 3 clusters
  Score: Raw -845245.025079 + Penalty 2992.318953 = -842252.706126
  nChanged 37
		SP:Iteration 19Q (24476.370000 sec): 3 clusters
  Score: Raw -845270.410993 + Penalty 2992.318953 = -842278.092040
  nChanged 17
		SP:Iteration 20F (24476.550000 sec): 3 clusters
  Score: Raw -845282.700015 + Penalty 2992.318953 = -842290.381061
  nChanged 9
		SP:Iteration 21Q (24476.710000 sec): 3 clusters
  Score: Raw -845289.943906 + Penalty 2992.318953 = -842297.624952
  nChanged 7
		SP:Iteration 22Q (24476.930000 sec): 3 clusters
  Score: Raw -845295.564890 + Penalty 2992.318953 = -842303.245936
  nChanged 10
		SP:Iteration 23Q (24477.130000 sec): 3 clusters
  Score: Raw -845303.178631 + Penalty 2992.318953 = -842310.859678
  nChanged 7
		SP:Iteration 24Q (24477.340000 sec): 3 clusters
  Score: Raw -845309.512176 + Penalty 2992.318953 = -842317.193223
  nChanged 7
		SP:Iteration 25Q (24477.540000 sec): 3 clusters
  Score: Raw -845314.776479 + Penalty 2992.318953 = -842322.457525
  nChanged 7
		SP:Iteration 26Q (24477.780000 sec): 3 clusters
  Score: Raw -845322.242921 + Penalty 2992.318953 = -842329.923968
  nChanged 4
		SP:Iteration 27Q (24477.940000 sec): 3 clusters
  Score: Raw -845326.819137 + Penalty 2992.318953 = -842334.500184
  nChanged 6
		SP:Iteration 28Q (24478.140000 sec): 3 clusters
  Score: Raw -845330.297600 + Penalty 2992.318953 = -842337.978647
  nChanged 2
		SP:Iteration 29Q (24478.320000 sec): 3 clusters
  Score: Raw -845331.443445 + Penalty 2992.318953 = -842339.124491
  nChanged 2
		SP:Iteration 30Q (24478.490000 sec): 3 clusters
  Score: Raw -845332.751245 + Penalty 2992.318953 = -842340.432292
  nChanged 1
		SP:Iteration 31Q (24478.750000 sec): 3 clusters
  Score: Raw -845333.345148 + Penalty 2992.318953 = -842341.026195
  nChanged 2
		SP:Iteration 32Q (24478.920000 sec): 3 clusters
  Score: Raw -845333.900588 + Penalty 2992.318953 = -842341.581634
  nChanged 0
		SP:Iteration 33F (24479.060000 sec): 3 clusters
  Score: Raw -845333.900588 + Penalty 2992.318953 = -842341.581634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (4372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24479.160000 sec): 2 clusters
  Score: Raw -294917.615226 + Penalty 1362.233576 = -293555.381650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24479.350000 sec): 3 clusters
  Score: Raw -292743.772660 + Penalty 2724.467151 = -290019.305509
  nChanged 1781
		SP:Iteration 1F (24479.520000 sec): 3 clusters
  Score: Raw -293995.265492 + Penalty 2724.467151 = -291270.798341
  nChanged 432
		SP:Iteration 2F (24479.660000 sec): 3 clusters
  Score: Raw -294506.597185 + Penalty 2724.467151 = -291782.130034
  nChanged 403
		SP:Iteration 3F (24479.850000 sec): 3 clusters
  Score: Raw -295069.895814 + Penalty 2724.467151 = -292345.428663
  nChanged 372
		SP:Iteration 4F (24480.020000 sec): 3 clusters
  Score: Raw -295657.184468 + Penalty 2724.467151 = -292932.717317
  nChanged 314
		SP:Iteration 5F (24480.140000 sec): 3 clusters
  Score: Raw -296077.387103 + Penalty 2724.467151 = -293352.919952
  nChanged 242
		SP:Iteration 6F (24480.290000 sec): 3 clusters
  Score: Raw -296384.630135 + Penalty 2724.467151 = -293660.162984
  nChanged 179
		SP:Iteration 7Q (24480.480000 sec): 3 clusters
  Score: Raw -296549.819951 + Penalty 2724.467151 = -293825.352800
  nChanged 116
		SP:Iteration 8Q (24480.670000 sec): 3 clusters
  Score: Raw -296658.977350 + Penalty 2724.467151 = -293934.510199
  nChanged 101
		SP:Iteration 9Q (24480.800000 sec): 3 clusters
  Score: Raw -296748.036807 + Penalty 2724.467151 = -294023.569656
  nChanged 76
		SP:Iteration 10Q (24480.990000 sec): 3 clusters
  Score: Raw -296807.623216 + Penalty 2724.467151 = -294083.156065
  nChanged 66
		SP:Iteration 11Q (24481.120000 sec): 3 clusters
  Score: Raw -296860.422546 + Penalty 2724.467151 = -294135.955395
  nChanged 69
		SP:Iteration 12Q (24481.280000 sec): 3 clusters
  Score: Raw -296946.787273 + Penalty 2724.467151 = -294222.320122
  nChanged 84
		SP:Iteration 13Q (24481.460000 sec): 3 clusters
  Score: Raw -297090.406127 + Penalty 2724.467151 = -294365.938976
  nChanged 83
		SP:Iteration 14Q (24481.660000 sec): 3 clusters
  Score: Raw -297233.358526 + Penalty 2724.467151 = -294508.891375
  nChanged 68
		SP:Iteration 15Q (24481.810000 sec): 3 clusters
  Score: Raw -297306.665800 + Penalty 2724.467151 = -294582.198649
  nChanged 52
		SP:Iteration 16Q (24481.940000 sec): 3 clusters
  Score: Raw -297337.218678 + Penalty 2724.467151 = -294612.751526
  nChanged 36
		SP:Iteration 17Q (24482.140000 sec): 3 clusters
  Score: Raw -297353.062682 + Penalty 2724.467151 = -294628.595531
  nChanged 26
		SP:Iteration 18Q (24482.320000 sec): 3 clusters
  Score: Raw -297366.430171 + Penalty 2724.467151 = -294641.963020
  nChanged 20
		SP:Iteration 19Q (24482.510000 sec): 3 clusters
  Score: Raw -297379.713958 + Penalty 2724.467151 = -294655.246807
  nChanged 25
		SP:Iteration 20F (24482.660000 sec): 3 clusters
  Score: Raw -297392.392540 + Penalty 2724.467151 = -294667.925389
  nChanged 16
		SP:Iteration 21Q (24482.790000 sec): 3 clusters
  Score: Raw -297402.656776 + Penalty 2724.467151 = -294678.189625
  nChanged 30
		SP:Iteration 22Q (24482.950000 sec): 3 clusters
  Score: Raw -297426.785547 + Penalty 2724.467151 = -294702.318396
  nChanged 33
		SP:Iteration 23Q (24483.110000 sec): 3 clusters
  Score: Raw -297450.817819 + Penalty 2724.467151 = -294726.350668
  nChanged 31
		SP:Iteration 24Q (24483.260000 sec): 3 clusters
  Score: Raw -297469.529625 + Penalty 2724.467151 = -294745.062474
  nChanged 40
		SP:Iteration 25Q (24483.420000 sec): 3 clusters
  Score: Raw -297498.470166 + Penalty 2724.467151 = -294774.003015
  nChanged 40
		SP:Iteration 26Q (24483.590000 sec): 3 clusters
  Score: Raw -297542.533948 + Penalty 2724.467151 = -294818.066797
  nChanged 43
		SP:Iteration 27Q (24483.810000 sec): 3 clusters
  Score: Raw -297577.365579 + Penalty 2724.467151 = -294852.898428
  nChanged 40
		SP:Iteration 28Q (24483.980000 sec): 3 clusters
  Score: Raw -297612.208593 + Penalty 2724.467151 = -294887.741442
  nChanged 34
		SP:Iteration 29Q (24484.150000 sec): 3 clusters
  Score: Raw -297637.404911 + Penalty 2724.467151 = -294912.937760
  nChanged 41
		SP:Iteration 30Q (24484.280000 sec): 3 clusters
  Score: Raw -297666.139100 + Penalty 2724.467151 = -294941.671949
  nChanged 30
		SP:Iteration 31Q (24484.460000 sec): 3 clusters
  Score: Raw -297686.297027 + Penalty 2724.467151 = -294961.829876
  nChanged 18
		SP:Iteration 32Q (24484.650000 sec): 3 clusters
  Score: Raw -297700.425674 + Penalty 2724.467151 = -294975.958523
  nChanged 22
		SP:Iteration 33Q (24484.800000 sec): 3 clusters
  Score: Raw -297717.544135 + Penalty 2724.467151 = -294993.076984
  nChanged 21
		SP:Iteration 34Q (24484.960000 sec): 3 clusters
  Score: Raw -297729.094196 + Penalty 2724.467151 = -295004.627045
  nChanged 13
		SP:Iteration 35Q (24485.060000 sec): 3 clusters
  Score: Raw -297733.556519 + Penalty 2724.467151 = -295009.089368
  nChanged 10
		SP:Iteration 36Q (24485.200000 sec): 3 clusters
  Score: Raw -297736.062893 + Penalty 2724.467151 = -295011.595742
  nChanged 3
		SP:Iteration 37Q (24485.380000 sec): 3 clusters
  Score: Raw -297739.355489 + Penalty 2724.467151 = -295014.888338
  nChanged 7
		SP:Iteration 38Q (24485.520000 sec): 3 clusters
  Score: Raw -297742.153973 + Penalty 2724.467151 = -295017.686822
  nChanged 5
		SP:Iteration 39Q (24485.710000 sec): 3 clusters
  Score: Raw -297743.778601 + Penalty 2724.467151 = -295019.311450
  nChanged 3
		SP:Iteration 40F (24485.880000 sec): 3 clusters
  Score: Raw -297750.451417 + Penalty 2724.467151 = -295025.984266
  nChanged 4
		SP:Iteration 41Q (24486.070000 sec): 3 clusters
  Score: Raw -297752.897739 + Penalty 2724.467151 = -295028.430588
  nChanged 6
		SP:Iteration 42Q (24486.230000 sec): 3 clusters
  Score: Raw -297755.125932 + Penalty 2724.467151 = -295030.658781
  nChanged 6
		SP:Iteration 43Q (24486.420000 sec): 3 clusters
  Score: Raw -297758.208409 + Penalty 2724.467151 = -295033.741258
  nChanged 5
		SP:Iteration 44Q (24486.620000 sec): 3 clusters
  Score: Raw -297760.585419 + Penalty 2724.467151 = -295036.118268
  nChanged 4
		SP:Iteration 45Q (24486.740000 sec): 3 clusters
  Score: Raw -297761.282780 + Penalty 2724.467151 = -295036.815629
  nChanged 2
		SP:Iteration 46Q (24486.950000 sec): 3 clusters
  Score: Raw -297761.775756 + Penalty 2724.467151 = -295037.308605
  nChanged 5
		SP:Iteration 47Q (24487.110000 sec): 3 clusters
  Score: Raw -297762.936976 + Penalty 2724.467151 = -295038.469825
  nChanged 2
		SP:Iteration 48Q (24487.290000 sec): 3 clusters
  Score: Raw -297763.476584 + Penalty 2724.467151 = -295039.009433
  nChanged 2
		SP:Iteration 49Q (24487.500000 sec): 3 clusters
  Score: Raw -297763.990681 + Penalty 2724.467151 = -295039.523530
  nChanged 2
		SP:Iteration 50Q (24487.700000 sec): 3 clusters
  Score: Raw -297764.357592 + Penalty 2724.467151 = -295039.890441
  nChanged 1
		SP:Iteration 51Q (24487.880000 sec): 3 clusters
  Score: Raw -297764.457457 + Penalty 2724.467151 = -295039.990306
  nChanged 0
		SP:Iteration 52F (24488.000000 sec): 3 clusters
  Score: Raw -297764.457457 + Penalty 2724.467151 = -295039.990306
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (4782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24488.110000 sec): 2 clusters
  Score: Raw -375227.235488 + Penalty 1376.799799 = -373850.435689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24488.280000 sec): 3 clusters
  Score: Raw -372790.399475 + Penalty 2753.599598 = -370036.799877
  nChanged 1928
		SP:Iteration 1F (24488.440000 sec): 3 clusters
  Score: Raw -373837.446053 + Penalty 2753.599598 = -371083.846455
  nChanged 353
		SP:Iteration 2F (24488.600000 sec): 3 clusters
  Score: Raw -374025.496239 + Penalty 2753.599598 = -371271.896640
  nChanged 259
		SP:Iteration 3F (24488.760000 sec): 3 clusters
  Score: Raw -374160.115343 + Penalty 2753.599598 = -371406.515745
  nChanged 216
		SP:Iteration 4Q (24488.960000 sec): 3 clusters
  Score: Raw -374282.637306 + Penalty 2753.599598 = -371529.037708
  nChanged 214
		SP:Iteration 5Q (24489.080000 sec): 3 clusters
  Score: Raw -374400.798132 + Penalty 2753.599598 = -371647.198534
  nChanged 196
		SP:Iteration 6Q (24489.280000 sec): 3 clusters
  Score: Raw -374512.974834 + Penalty 2753.599598 = -371759.375236
  nChanged 190
		SP:Iteration 7Q (24489.450000 sec): 3 clusters
  Score: Raw -374625.852289 + Penalty 2753.599598 = -371872.252691
  nChanged 171
		SP:Iteration 8Q (24489.580000 sec): 3 clusters
  Score: Raw -374726.081130 + Penalty 2753.599598 = -371972.481532
  nChanged 143
		SP:Iteration 9Q (24489.760000 sec): 3 clusters
  Score: Raw -374811.350173 + Penalty 2753.599598 = -372057.750575
  nChanged 150
		SP:Iteration 10Q (24489.950000 sec): 3 clusters
  Score: Raw -374894.178221 + Penalty 2753.599598 = -372140.578623
  nChanged 125
		SP:Iteration 11Q (24490.110000 sec): 3 clusters
  Score: Raw -374972.507654 + Penalty 2753.599598 = -372218.908056
  nChanged 129
		SP:Iteration 12Q (24490.340000 sec): 3 clusters
  Score: Raw -375041.668712 + Penalty 2753.599598 = -372288.069114
  nChanged 111
		SP:Iteration 13Q (24490.510000 sec): 3 clusters
  Score: Raw -375107.637157 + Penalty 2753.599598 = -372354.037559
  nChanged 116
		SP:Iteration 14Q (24490.690000 sec): 3 clusters
  Score: Raw -375181.608234 + Penalty 2753.599598 = -372428.008636
  nChanged 92
		SP:Iteration 15Q (24490.860000 sec): 3 clusters
  Score: Raw -375242.758891 + Penalty 2753.599598 = -372489.159293
  nChanged 78
		SP:Iteration 16Q (24491.060000 sec): 3 clusters
  Score: Raw -375285.251248 + Penalty 2753.599598 = -372531.651650
  nChanged 54
		SP:Iteration 17Q (24491.220000 sec): 3 clusters
  Score: Raw -375310.671855 + Penalty 2753.599598 = -372557.072257
  nChanged 51
		SP:Iteration 18Q (24491.380000 sec): 3 clusters
  Score: Raw -375332.372804 + Penalty 2753.599598 = -372578.773206
  nChanged 36
		SP:Iteration 19Q (24491.570000 sec): 3 clusters
  Score: Raw -375348.589526 + Penalty 2753.599598 = -372594.989927
  nChanged 38
		SP:Iteration 20F (24491.760000 sec): 3 clusters
  Score: Raw -375365.408826 + Penalty 2753.599598 = -372611.809228
  nChanged 35
		SP:Iteration 21Q (24491.930000 sec): 3 clusters
  Score: Raw -375379.411278 + Penalty 2753.599598 = -372625.811680
  nChanged 25
		SP:Iteration 22Q (24492.090000 sec): 3 clusters
  Score: Raw -375386.688345 + Penalty 2753.599598 = -372633.088747
  nChanged 20
		SP:Iteration 23Q (24492.240000 sec): 3 clusters
  Score: Raw -375393.105663 + Penalty 2753.599598 = -372639.506065
  nChanged 14
		SP:Iteration 24Q (24492.400000 sec): 3 clusters
  Score: Raw -375400.235846 + Penalty 2753.599598 = -372646.636247
  nChanged 13
		SP:Iteration 25Q (24492.540000 sec): 3 clusters
  Score: Raw -375404.539208 + Penalty 2753.599598 = -372650.939610
  nChanged 14
		SP:Iteration 26Q (24492.690000 sec): 3 clusters
  Score: Raw -375409.354686 + Penalty 2753.599598 = -372655.755088
  nChanged 15
		SP:Iteration 27Q (24492.840000 sec): 3 clusters
  Score: Raw -375415.145129 + Penalty 2753.599598 = -372661.545531
  nChanged 14
		SP:Iteration 28Q (24493.050000 sec): 3 clusters
  Score: Raw -375420.114567 + Penalty 2753.599598 = -372666.514969
  nChanged 18
		SP:Iteration 29Q (24493.240000 sec): 3 clusters
  Score: Raw -375429.413946 + Penalty 2753.599598 = -372675.814348
  nChanged 24
		SP:Iteration 30Q (24493.400000 sec): 3 clusters
  Score: Raw -375442.122187 + Penalty 2753.599598 = -372688.522588
  nChanged 20
		SP:Iteration 31Q (24493.580000 sec): 3 clusters
  Score: Raw -375452.072798 + Penalty 2753.599598 = -372698.473200
  nChanged 22
		SP:Iteration 32Q (24493.710000 sec): 3 clusters
  Score: Raw -375468.889232 + Penalty 2753.599598 = -372715.289634
  nChanged 28
		SP:Iteration 33Q (24493.900000 sec): 3 clusters
  Score: Raw -375486.565660 + Penalty 2753.599598 = -372732.966061
  nChanged 29
		SP:Iteration 34Q (24494.070000 sec): 3 clusters
  Score: Raw -375506.089930 + Penalty 2753.599598 = -372752.490332
  nChanged 38
		SP:Iteration 35Q (24494.210000 sec): 3 clusters
  Score: Raw -375534.143381 + Penalty 2753.599598 = -372780.543783
  nChanged 39
		SP:Iteration 36Q (24494.410000 sec): 3 clusters
  Score: Raw -375556.977381 + Penalty 2753.599598 = -372803.377783
  nChanged 31
		SP:Iteration 37Q (24494.600000 sec): 3 clusters
  Score: Raw -375577.496727 + Penalty 2753.599598 = -372823.897129
  nChanged 35
		SP:Iteration 38Q (24494.740000 sec): 3 clusters
  Score: Raw -375596.840986 + Penalty 2753.599598 = -372843.241388
  nChanged 33
		SP:Iteration 39Q (24494.920000 sec): 3 clusters
  Score: Raw -375626.131815 + Penalty 2753.599598 = -372872.532217
  nChanged 45
		SP:Iteration 40F (24495.150000 sec): 3 clusters
  Score: Raw -375661.508920 + Penalty 2753.599598 = -372907.909322
  nChanged 48
		SP:Iteration 41Q (24495.290000 sec): 3 clusters
  Score: Raw -375693.705572 + Penalty 2753.599598 = -372940.105974
  nChanged 45
		SP:Iteration 42Q (24495.440000 sec): 3 clusters
  Score: Raw -375712.892267 + Penalty 2753.599598 = -372959.292668
  nChanged 37
		SP:Iteration 43Q (24495.650000 sec): 3 clusters
  Score: Raw -375728.131511 + Penalty 2753.599598 = -372974.531913
  nChanged 34
		SP:Iteration 44Q (24495.860000 sec): 3 clusters
  Score: Raw -375741.260255 + Penalty 2753.599598 = -372987.660656
  nChanged 39
		SP:Iteration 45Q (24495.970000 sec): 3 clusters
  Score: Raw -375756.386727 + Penalty 2753.599598 = -373002.787129
  nChanged 31
		SP:Iteration 46Q (24496.130000 sec): 3 clusters
  Score: Raw -375769.548965 + Penalty 2753.599598 = -373015.949367
  nChanged 31
		SP:Iteration 47Q (24496.320000 sec): 3 clusters
  Score: Raw -375783.170694 + Penalty 2753.599598 = -373029.571096
  nChanged 33
		SP:Iteration 48Q (24496.460000 sec): 3 clusters
  Score: Raw -375801.715914 + Penalty 2753.599598 = -373048.116316
  nChanged 42
		SP:Iteration 49Q (24496.640000 sec): 3 clusters
  Score: Raw -375823.820600 + Penalty 2753.599598 = -373070.221001
  nChanged 45
		SP:Iteration 50Q (24496.790000 sec): 3 clusters
  Score: Raw -375848.749809 + Penalty 2753.599598 = -373095.150211
  nChanged 53
		SP:Iteration 51Q (24496.930000 sec): 3 clusters
  Score: Raw -375880.570425 + Penalty 2753.599598 = -373126.970827
  nChanged 55
		SP:Iteration 52Q (24497.120000 sec): 3 clusters
  Score: Raw -375911.807123 + Penalty 2753.599598 = -373158.207524
  nChanged 49
		SP:Iteration 53Q (24497.250000 sec): 3 clusters
  Score: Raw -375936.838228 + Penalty 2753.599598 = -373183.238630
  nChanged 63
		SP:Iteration 54Q (24497.490000 sec): 3 clusters
  Score: Raw -375977.461272 + Penalty 2753.599598 = -373223.861674
  nChanged 68
		SP:Iteration 55Q (24497.650000 sec): 3 clusters
  Score: Raw -376026.992980 + Penalty 2753.599598 = -373273.393382
  nChanged 70
		SP:Iteration 56Q (24497.810000 sec): 3 clusters
  Score: Raw -376081.963835 + Penalty 2753.599598 = -373328.364236
  nChanged 69
		SP:Iteration 57Q (24497.990000 sec): 3 clusters
  Score: Raw -376143.938053 + Penalty 2753.599598 = -373390.338455
  nChanged 80
		SP:Iteration 58Q (24498.210000 sec): 3 clusters
  Score: Raw -376221.586486 + Penalty 2753.599598 = -373467.986888
  nChanged 76
		SP:Iteration 59Q (24498.370000 sec): 3 clusters
  Score: Raw -376298.013179 + Penalty 2753.599598 = -373544.413581
  nChanged 64
		SP:Iteration 60F (24498.520000 sec): 3 clusters
  Score: Raw -376365.466008 + Penalty 2753.599598 = -373611.866410
  nChanged 74
		SP:Iteration 61Q (24498.680000 sec): 3 clusters
  Score: Raw -376434.317015 + Penalty 2753.599598 = -373680.717416
  nChanged 52
		SP:Iteration 62Q (24498.900000 sec): 3 clusters
  Score: Raw -376477.975997 + Penalty 2753.599598 = -373724.376399
  nChanged 45
		SP:Iteration 63Q (24499.100000 sec): 3 clusters
  Score: Raw -376505.522459 + Penalty 2753.599598 = -373751.922861
  nChanged 28
		SP:Iteration 64Q (24499.250000 sec): 3 clusters
  Score: Raw -376521.077433 + Penalty 2753.599598 = -373767.477835
  nChanged 21
		SP:Iteration 65Q (24499.390000 sec): 3 clusters
  Score: Raw -376530.058554 + Penalty 2753.599598 = -373776.458956
  nChanged 14
		SP:Iteration 66Q (24499.540000 sec): 3 clusters
  Score: Raw -376535.887205 + Penalty 2753.599598 = -373782.287606
  nChanged 13
		SP:Iteration 67Q (24499.680000 sec): 3 clusters
  Score: Raw -376539.712861 + Penalty 2753.599598 = -373786.113263
  nChanged 4
		SP:Iteration 68Q (24499.820000 sec): 3 clusters
  Score: Raw -376540.949778 + Penalty 2753.599598 = -373787.350180
  nChanged 3
		SP:Iteration 69Q (24499.960000 sec): 3 clusters
  Score: Raw -376541.674610 + Penalty 2753.599598 = -373788.075012
  nChanged 3
		SP:Iteration 70Q (24500.100000 sec): 3 clusters
  Score: Raw -376542.440054 + Penalty 2753.599598 = -373788.840456
  nChanged 2
		SP:Iteration 71Q (24500.250000 sec): 3 clusters
  Score: Raw -376542.672956 + Penalty 2753.599598 = -373789.073357
  nChanged 1
		SP:Iteration 72Q (24500.390000 sec): 3 clusters
  Score: Raw -376542.754943 + Penalty 2753.599598 = -373789.155345
  nChanged 0
		SP:Iteration 73F (24500.530000 sec): 3 clusters
  Score: Raw -376542.754943 + Penalty 2753.599598 = -373789.155345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (1876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24500.620000 sec): 2 clusters
  Score: Raw -140840.569647 + Penalty 1224.745784 = -139615.823863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24500.760000 sec): 3 clusters
  Score: Raw -140002.353699 + Penalty 2449.491567 = -137552.862132
  nChanged 671
		SP:Iteration 1F (24500.930000 sec): 3 clusters
  Score: Raw -140469.176832 + Penalty 2449.491567 = -138019.685265
  nChanged 160
		SP:Iteration 2F (24501.080000 sec): 3 clusters
  Score: Raw -140643.178698 + Penalty 2449.491567 = -138193.687131
  nChanged 124
		SP:Iteration 3F (24501.270000 sec): 3 clusters
  Score: Raw -140785.493199 + Penalty 2449.491567 = -138336.001632
  nChanged 114
		SP:Iteration 4F (24501.420000 sec): 3 clusters
  Score: Raw -140940.595224 + Penalty 2449.491567 = -138491.103657
  nChanged 125
		SP:Iteration 5F (24501.550000 sec): 3 clusters
  Score: Raw -141112.839824 + Penalty 2449.491567 = -138663.348257
  nChanged 112
		SP:Iteration 6F (24501.680000 sec): 3 clusters
  Score: Raw -141308.906267 + Penalty 2449.491567 = -138859.414700
  nChanged 114
		SP:Iteration 7F (24501.840000 sec): 3 clusters
  Score: Raw -141523.345173 + Penalty 2449.491567 = -139073.853606
  nChanged 119
		SP:Iteration 8F (24502.100000 sec): 3 clusters
  Score: Raw -141704.405002 + Penalty 2449.491567 = -139254.913435
  nChanged 80
		SP:Iteration 9Q (24502.250000 sec): 3 clusters
  Score: Raw -141812.268073 + Penalty 2449.491567 = -139362.776506
  nChanged 52
		SP:Iteration 10Q (24502.390000 sec): 3 clusters
  Score: Raw -141880.408485 + Penalty 2449.491567 = -139430.916917
  nChanged 42
		SP:Iteration 11Q (24502.530000 sec): 3 clusters
  Score: Raw -141935.499471 + Penalty 2449.491567 = -139486.007904
  nChanged 40
		SP:Iteration 12Q (24502.670000 sec): 3 clusters
  Score: Raw -141984.575155 + Penalty 2449.491567 = -139535.083588
  nChanged 28
		SP:Iteration 13Q (24502.810000 sec): 3 clusters
  Score: Raw -142017.692315 + Penalty 2449.491567 = -139568.200748
  nChanged 23
		SP:Iteration 14Q (24502.960000 sec): 3 clusters
  Score: Raw -142042.160277 + Penalty 2449.491567 = -139592.668710
  nChanged 25
		SP:Iteration 15Q (24503.100000 sec): 3 clusters
  Score: Raw -142075.700791 + Penalty 2449.491567 = -139626.209224
  nChanged 20
		SP:Iteration 16Q (24503.240000 sec): 3 clusters
  Score: Raw -142097.691019 + Penalty 2449.491567 = -139648.199452
  nChanged 14
		SP:Iteration 17Q (24503.420000 sec): 3 clusters
  Score: Raw -142112.395935 + Penalty 2449.491567 = -139662.904368
  nChanged 9
		SP:Iteration 18Q (24503.560000 sec): 3 clusters
  Score: Raw -142120.800866 + Penalty 2449.491567 = -139671.309299
  nChanged 4
		SP:Iteration 19Q (24503.700000 sec): 3 clusters
  Score: Raw -142123.875114 + Penalty 2449.491567 = -139674.383547
  nChanged 5
		SP:Iteration 20F (24503.830000 sec): 3 clusters
  Score: Raw -142129.568766 + Penalty 2449.491567 = -139680.077198
  nChanged 7
		SP:Iteration 21Q (24503.970000 sec): 3 clusters
  Score: Raw -142136.205391 + Penalty 2449.491567 = -139686.713823
  nChanged 7
		SP:Iteration 22Q (24504.110000 sec): 3 clusters
  Score: Raw -142141.661723 + Penalty 2449.491567 = -139692.170156
  nChanged 2
		SP:Iteration 23Q (24504.300000 sec): 3 clusters
  Score: Raw -142142.188879 + Penalty 2449.491567 = -139692.697312
  nChanged 1
		SP:Iteration 24Q (24504.520000 sec): 3 clusters
  Score: Raw -142142.943741 + Penalty 2449.491567 = -139693.452174
  nChanged 0
		SP:Iteration 25F (24504.670000 sec): 3 clusters
  Score: Raw -142142.943741 + Penalty 2449.491567 = -139693.452174
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (2877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24504.800000 sec): 2 clusters
  Score: Raw -228133.401199 + Penalty 1294.231797 = -226839.169403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24504.980000 sec): 3 clusters
  Score: Raw -226800.268277 + Penalty 2588.463593 = -224211.804684
  nChanged 1110
		SP:Iteration 1F (24505.180000 sec): 3 clusters
  Score: Raw -227477.150990 + Penalty 2588.463593 = -224888.687397
  nChanged 240
		SP:Iteration 2F (24505.340000 sec): 3 clusters
  Score: Raw -227688.758125 + Penalty 2588.463593 = -225100.294532
  nChanged 199
		SP:Iteration 3F (24505.520000 sec): 3 clusters
  Score: Raw -227848.878228 + Penalty 2588.463593 = -225260.414635
  nChanged 167
		SP:Iteration 4F (24505.720000 sec): 3 clusters
  Score: Raw -227984.936981 + Penalty 2588.463593 = -225396.473388
  nChanged 141
		SP:Iteration 5Q (24505.890000 sec): 3 clusters
  Score: Raw -228144.042992 + Penalty 2588.463593 = -225555.579398
  nChanged 134
		SP:Iteration 6Q (24506.020000 sec): 3 clusters
  Score: Raw -228382.011374 + Penalty 2588.463593 = -225793.547780
  nChanged 145
		SP:Iteration 7F (24506.190000 sec): 3 clusters
  Score: Raw -228670.475124 + Penalty 2588.463593 = -226082.011531
  nChanged 143
		SP:Iteration 8Q (24506.380000 sec): 3 clusters
  Score: Raw -228920.958758 + Penalty 2588.463593 = -226332.495165
  nChanged 132
		SP:Iteration 9Q (24506.570000 sec): 3 clusters
  Score: Raw -229064.266729 + Penalty 2588.463593 = -226475.803135
  nChanged 75
		SP:Iteration 10Q (24506.760000 sec): 3 clusters
  Score: Raw -229108.486410 + Penalty 2588.463593 = -226520.022817
  nChanged 37
		SP:Iteration 11Q (24506.940000 sec): 3 clusters
  Score: Raw -229139.446053 + Penalty 2588.463593 = -226550.982460
  nChanged 36
		SP:Iteration 12Q (24507.100000 sec): 3 clusters
  Score: Raw -229165.630940 + Penalty 2588.463593 = -226577.167347
  nChanged 27
		SP:Iteration 13Q (24507.280000 sec): 3 clusters
  Score: Raw -229195.523873 + Penalty 2588.463593 = -226607.060280
  nChanged 36
		SP:Iteration 14Q (24507.460000 sec): 3 clusters
  Score: Raw -229232.949001 + Penalty 2588.463593 = -226644.485408
  nChanged 30
		SP:Iteration 15Q (24507.620000 sec): 3 clusters
  Score: Raw -229252.404587 + Penalty 2588.463593 = -226663.940994
  nChanged 24
		SP:Iteration 16Q (24507.850000 sec): 3 clusters
  Score: Raw -229263.909550 + Penalty 2588.463593 = -226675.445957
  nChanged 19
		SP:Iteration 17Q (24508.000000 sec): 3 clusters
  Score: Raw -229271.866024 + Penalty 2588.463593 = -226683.402431
  nChanged 9
		SP:Iteration 18Q (24508.180000 sec): 3 clusters
  Score: Raw -229275.009404 + Penalty 2588.463593 = -226686.545811
  nChanged 3
		SP:Iteration 19Q (24508.360000 sec): 3 clusters
  Score: Raw -229275.666971 + Penalty 2588.463593 = -226687.203378
  nChanged 4
		SP:Iteration 20F (24508.500000 sec): 3 clusters
  Score: Raw -229276.658024 + Penalty 2588.463593 = -226688.194430
  nChanged 1
		SP:Iteration 21Q (24508.700000 sec): 3 clusters
  Score: Raw -229276.812174 + Penalty 2588.463593 = -226688.348581
  nChanged 1
		SP:Iteration 22Q (24508.880000 sec): 3 clusters
  Score: Raw -229277.185598 + Penalty 2588.463593 = -226688.722004
  nChanged 1
		SP:Iteration 23Q (24509.040000 sec): 3 clusters
  Score: Raw -229277.494406 + Penalty 2588.463593 = -226689.030812
  nChanged 1
		SP:Iteration 24Q (24509.190000 sec): 3 clusters
  Score: Raw -229277.757144 + Penalty 2588.463593 = -226689.293551
  nChanged 1
		SP:Iteration 25Q (24509.390000 sec): 3 clusters
  Score: Raw -229278.050364 + Penalty 2588.463593 = -226689.586771
  nChanged 0
		SP:Iteration 26F (24509.570000 sec): 3 clusters
  Score: Raw -229278.050364 + Penalty 2588.463593 = -226689.586771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (2331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24509.680000 sec): 2 clusters
  Score: Raw -166288.418269 + Penalty 1260.033554 = -165028.384715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24509.840000 sec): 3 clusters
  Score: Raw -165273.325831 + Penalty 2520.067108 = -162753.258723
  nChanged 845
		SP:Iteration 1F (24509.980000 sec): 3 clusters
  Score: Raw -165830.550660 + Penalty 2520.067108 = -163310.483552
  nChanged 214
		SP:Iteration 2F (24510.160000 sec): 3 clusters
  Score: Raw -166007.857602 + Penalty 2520.067108 = -163487.790494
  nChanged 143
		SP:Iteration 3F (24510.350000 sec): 3 clusters
  Score: Raw -166143.284073 + Penalty 2520.067108 = -163623.216965
  nChanged 125
		SP:Iteration 4F (24510.490000 sec): 3 clusters
  Score: Raw -166262.487527 + Penalty 2520.067108 = -163742.420419
  nChanged 114
		SP:Iteration 5Q (24510.670000 sec): 3 clusters
  Score: Raw -166390.238481 + Penalty 2520.067108 = -163870.171373
  nChanged 116
		SP:Iteration 6Q (24510.810000 sec): 3 clusters
  Score: Raw -166592.061784 + Penalty 2520.067108 = -164071.994677
  nChanged 139
		SP:Iteration 7F (24510.950000 sec): 3 clusters
  Score: Raw -166814.754212 + Penalty 2520.067108 = -164294.687104
  nChanged 129
		SP:Iteration 8F (24511.090000 sec): 3 clusters
  Score: Raw -167037.491017 + Penalty 2520.067108 = -164517.423909
  nChanged 113
		SP:Iteration 9Q (24511.220000 sec): 3 clusters
  Score: Raw -167230.427852 + Penalty 2520.067108 = -164710.360744
  nChanged 96
		SP:Iteration 10Q (24511.360000 sec): 3 clusters
  Score: Raw -167367.931554 + Penalty 2520.067108 = -164847.864446
  nChanged 54
		SP:Iteration 11Q (24511.550000 sec): 3 clusters
  Score: Raw -167441.675580 + Penalty 2520.067108 = -164921.608472
  nChanged 40
		SP:Iteration 12Q (24511.710000 sec): 3 clusters
  Score: Raw -167491.893909 + Penalty 2520.067108 = -164971.826801
  nChanged 37
		SP:Iteration 13Q (24511.860000 sec): 3 clusters
  Score: Raw -167546.518744 + Penalty 2520.067108 = -165026.451637
  nChanged 37
		SP:Iteration 14Q (24512.090000 sec): 3 clusters
  Score: Raw -167597.077906 + Penalty 2520.067108 = -165077.010798
  nChanged 33
		SP:Iteration 15Q (24512.250000 sec): 3 clusters
  Score: Raw -167630.672322 + Penalty 2520.067108 = -165110.605215
  nChanged 26
		SP:Iteration 16Q (24512.400000 sec): 3 clusters
  Score: Raw -167654.992693 + Penalty 2520.067108 = -165134.925586
  nChanged 16
		SP:Iteration 17Q (24512.560000 sec): 3 clusters
  Score: Raw -167670.473892 + Penalty 2520.067108 = -165150.406784
  nChanged 13
		SP:Iteration 18Q (24512.740000 sec): 3 clusters
  Score: Raw -167685.502025 + Penalty 2520.067108 = -165165.434917
  nChanged 10
		SP:Iteration 19Q (24512.940000 sec): 3 clusters
  Score: Raw -167694.898526 + Penalty 2520.067108 = -165174.831418
  nChanged 6
		SP:Iteration 20F (24513.100000 sec): 3 clusters
  Score: Raw -167698.725704 + Penalty 2520.067108 = -165178.658597
  nChanged 6
		SP:Iteration 21Q (24513.280000 sec): 3 clusters
  Score: Raw -167701.732608 + Penalty 2520.067108 = -165181.665501
  nChanged 6
		SP:Iteration 22Q (24513.460000 sec): 3 clusters
  Score: Raw -167706.064881 + Penalty 2520.067108 = -165185.997774
  nChanged 6
		SP:Iteration 23Q (24513.610000 sec): 3 clusters
  Score: Raw -167712.926734 + Penalty 2520.067108 = -165192.859626
  nChanged 11
		SP:Iteration 24Q (24513.800000 sec): 3 clusters
  Score: Raw -167720.598186 + Penalty 2520.067108 = -165200.531079
  nChanged 6
		SP:Iteration 25Q (24513.970000 sec): 3 clusters
  Score: Raw -167726.257815 + Penalty 2520.067108 = -165206.190707
  nChanged 5
		SP:Iteration 26Q (24514.140000 sec): 3 clusters
  Score: Raw -167729.594597 + Penalty 2520.067108 = -165209.527489
  nChanged 8
		SP:Iteration 27Q (24514.250000 sec): 3 clusters
  Score: Raw -167734.079571 + Penalty 2520.067108 = -165214.012464
  nChanged 2
		SP:Iteration 28Q (24514.460000 sec): 3 clusters
  Score: Raw -167735.070896 + Penalty 2520.067108 = -165215.003788
  nChanged 1
		SP:Iteration 29Q (24514.570000 sec): 3 clusters
  Score: Raw -167735.585190 + Penalty 2520.067108 = -165215.518082
  nChanged 0
		SP:Iteration 30F (24514.780000 sec): 3 clusters
  Score: Raw -167735.585190 + Penalty 2520.067108 = -165215.518082
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24514.860000 sec): 2 clusters
  Score: Raw -107435.360687 + Penalty 1171.517792 = -106263.842895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24515.040000 sec): 3 clusters
  Score: Raw -106913.644160 + Penalty 2343.035583 = -104570.608577
  nChanged 455
		SP:Iteration 1F (24515.230000 sec): 3 clusters
  Score: Raw -107230.919981 + Penalty 2343.035583 = -104887.884398
  nChanged 110
		SP:Iteration 2F (24515.400000 sec): 3 clusters
  Score: Raw -107333.557033 + Penalty 2343.035583 = -104990.521449
  nChanged 76
		SP:Iteration 3F (24515.590000 sec): 3 clusters
  Score: Raw -107415.135147 + Penalty 2343.035583 = -105072.099563
  nChanged 64
		SP:Iteration 4Q (24515.760000 sec): 3 clusters
  Score: Raw -107481.115462 + Penalty 2343.035583 = -105138.079879
  nChanged 57
		SP:Iteration 5Q (24515.940000 sec): 3 clusters
  Score: Raw -107539.424900 + Penalty 2343.035583 = -105196.389317
  nChanged 45
		SP:Iteration 6Q (24516.110000 sec): 3 clusters
  Score: Raw -107580.954106 + Penalty 2343.035583 = -105237.918523
  nChanged 30
		SP:Iteration 7Q (24516.310000 sec): 3 clusters
  Score: Raw -107607.310485 + Penalty 2343.035583 = -105264.274902
  nChanged 27
		SP:Iteration 8Q (24516.490000 sec): 3 clusters
  Score: Raw -107631.805708 + Penalty 2343.035583 = -105288.770124
  nChanged 23
		SP:Iteration 9Q (24516.610000 sec): 3 clusters
  Score: Raw -107651.029486 + Penalty 2343.035583 = -105307.993902
  nChanged 17
		SP:Iteration 10Q (24516.770000 sec): 3 clusters
  Score: Raw -107668.421837 + Penalty 2343.035583 = -105325.386253
  nChanged 19
		SP:Iteration 11Q (24516.940000 sec): 3 clusters
  Score: Raw -107693.599949 + Penalty 2343.035583 = -105350.564366
  nChanged 22
		SP:Iteration 12Q (24517.110000 sec): 3 clusters
  Score: Raw -107726.130029 + Penalty 2343.035583 = -105383.094446
  nChanged 28
		SP:Iteration 13Q (24517.300000 sec): 3 clusters
  Score: Raw -107767.394547 + Penalty 2343.035583 = -105424.358963
  nChanged 29
		SP:Iteration 14Q (24517.500000 sec): 3 clusters
  Score: Raw -107798.606177 + Penalty 2343.035583 = -105455.570594
  nChanged 19
		SP:Iteration 15Q (24517.690000 sec): 3 clusters
  Score: Raw -107827.486522 + Penalty 2343.035583 = -105484.450939
  nChanged 12
		SP:Iteration 16Q (24517.870000 sec): 3 clusters
  Score: Raw -107844.681063 + Penalty 2343.035583 = -105501.645480
  nChanged 13
		SP:Iteration 17Q (24518.100000 sec): 3 clusters
  Score: Raw -107861.533422 + Penalty 2343.035583 = -105518.497839
  nChanged 9
		SP:Iteration 18Q (24518.300000 sec): 3 clusters
  Score: Raw -107871.814490 + Penalty 2343.035583 = -105528.778906
  nChanged 7
		SP:Iteration 19Q (24518.480000 sec): 3 clusters
  Score: Raw -107879.145053 + Penalty 2343.035583 = -105536.109470
  nChanged 9
		SP:Iteration 20F (24518.600000 sec): 3 clusters
  Score: Raw -107897.528051 + Penalty 2343.035583 = -105554.492468
  nChanged 11
		SP:Iteration 21Q (24518.770000 sec): 3 clusters
  Score: Raw -107912.517094 + Penalty 2343.035583 = -105569.481511
  nChanged 2
		SP:Iteration 22Q (24518.940000 sec): 3 clusters
  Score: Raw -107915.653145 + Penalty 2343.035583 = -105572.617561
  nChanged 1
		SP:Iteration 23Q (24519.060000 sec): 3 clusters
  Score: Raw -107916.832296 + Penalty 2343.035583 = -105573.796713
  nChanged 2
		SP:Iteration 24Q (24519.250000 sec): 3 clusters
  Score: Raw -107918.142482 + Penalty 2343.035583 = -105575.106898
  nChanged 0
		SP:Iteration 25F (24519.390000 sec): 3 clusters
  Score: Raw -107918.142482 + Penalty 2343.035583 = -105575.106898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24519.470000 sec): 2 clusters
  Score: Raw -110509.427174 + Penalty 1205.551893 = -109303.875281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24519.640000 sec): 3 clusters
  Score: Raw -109908.793247 + Penalty 2411.103787 = -107497.689460
  nChanged 602
		SP:Iteration 1F (24519.830000 sec): 3 clusters
  Score: Raw -110627.993341 + Penalty 2411.103787 = -108216.889554
  nChanged 188
		SP:Iteration 2F (24520.030000 sec): 3 clusters
  Score: Raw -110881.536915 + Penalty 2411.103787 = -108470.433128
  nChanged 106
		SP:Iteration 3F (24520.150000 sec): 3 clusters
  Score: Raw -111018.913476 + Penalty 2411.103787 = -108607.809689
  nChanged 70
		SP:Iteration 4Q (24520.360000 sec): 3 clusters
  Score: Raw -111097.806300 + Penalty 2411.103787 = -108686.702514
  nChanged 54
		SP:Iteration 5Q (24520.560000 sec): 3 clusters
  Score: Raw -111165.622230 + Penalty 2411.103787 = -108754.518443
  nChanged 46
		SP:Iteration 6Q (24520.750000 sec): 3 clusters
  Score: Raw -111207.327393 + Penalty 2411.103787 = -108796.223606
  nChanged 38
		SP:Iteration 7Q (24520.940000 sec): 3 clusters
  Score: Raw -111249.512906 + Penalty 2411.103787 = -108838.409119
  nChanged 35
		SP:Iteration 8Q (24521.070000 sec): 3 clusters
  Score: Raw -111288.126289 + Penalty 2411.103787 = -108877.022503
  nChanged 31
		SP:Iteration 9Q (24521.250000 sec): 3 clusters
  Score: Raw -111322.973454 + Penalty 2411.103787 = -108911.869667
  nChanged 23
		SP:Iteration 10Q (24521.430000 sec): 3 clusters
  Score: Raw -111350.530996 + Penalty 2411.103787 = -108939.427209
  nChanged 20
		SP:Iteration 11Q (24521.600000 sec): 3 clusters
  Score: Raw -111385.759902 + Penalty 2411.103787 = -108974.656115
  nChanged 22
		SP:Iteration 12Q (24521.800000 sec): 3 clusters
  Score: Raw -111416.950467 + Penalty 2411.103787 = -109005.846680
  nChanged 22
		SP:Iteration 13Q (24521.940000 sec): 3 clusters
  Score: Raw -111436.078722 + Penalty 2411.103787 = -109024.974936
  nChanged 16
		SP:Iteration 14Q (24522.130000 sec): 3 clusters
  Score: Raw -111453.341872 + Penalty 2411.103787 = -109042.238085
  nChanged 8
		SP:Iteration 15Q (24522.360000 sec): 3 clusters
  Score: Raw -111466.195270 + Penalty 2411.103787 = -109055.091483
  nChanged 14
		SP:Iteration 16Q (24522.550000 sec): 3 clusters
  Score: Raw -111513.752378 + Penalty 2411.103787 = -109102.648591
  nChanged 20
		SP:Iteration 17Q (24522.700000 sec): 3 clusters
  Score: Raw -111592.537809 + Penalty 2411.103787 = -109181.434023
  nChanged 24
		SP:Iteration 18Q (24522.870000 sec): 3 clusters
  Score: Raw -111687.754060 + Penalty 2411.103787 = -109276.650273
  nChanged 26
		SP:Iteration 19Q (24523.070000 sec): 3 clusters
  Score: Raw -111764.673201 + Penalty 2411.103787 = -109353.569414
  nChanged 22
		SP:Iteration 20F (24523.180000 sec): 3 clusters
  Score: Raw -111796.907750 + Penalty 2411.103787 = -109385.803963
  nChanged 20
		SP:Iteration 21Q (24523.350000 sec): 3 clusters
  Score: Raw -111823.131721 + Penalty 2411.103787 = -109412.027934
  nChanged 15
		SP:Iteration 22Q (24523.510000 sec): 3 clusters
  Score: Raw -111833.574207 + Penalty 2411.103787 = -109422.470421
  nChanged 9
		SP:Iteration 23Q (24523.720000 sec): 3 clusters
  Score: Raw -111837.901649 + Penalty 2411.103787 = -109426.797862
  nChanged 4
		SP:Iteration 24Q (24523.900000 sec): 3 clusters
  Score: Raw -111839.806168 + Penalty 2411.103787 = -109428.702382
  nChanged 4
		SP:Iteration 25Q (24524.100000 sec): 3 clusters
  Score: Raw -111841.601128 + Penalty 2411.103787 = -109430.497342
  nChanged 1
		SP:Iteration 26Q (24524.330000 sec): 3 clusters
  Score: Raw -111841.871429 + Penalty 2411.103787 = -109430.767642
  nChanged 3
		SP:Iteration 27Q (24524.530000 sec): 3 clusters
  Score: Raw -111846.694958 + Penalty 2411.103787 = -109435.591171
  nChanged 0
		SP:Iteration 28F (24524.650000 sec): 3 clusters
  Score: Raw -111846.694958 + Penalty 2411.103787 = -109435.591171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (4030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24524.790000 sec): 2 clusters
  Score: Raw -308540.505784 + Penalty 1348.997269 = -307191.508515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24524.960000 sec): 3 clusters
  Score: Raw -306570.478769 + Penalty 2697.994538 = -303872.484231
  nChanged 1574
		SP:Iteration 1F (24525.130000 sec): 3 clusters
  Score: Raw -307712.777391 + Penalty 2697.994538 = -305014.782853
  nChanged 410
		SP:Iteration 2F (24525.330000 sec): 3 clusters
  Score: Raw -308191.331178 + Penalty 2697.994538 = -305493.336640
  nChanged 389
		SP:Iteration 3F (24525.530000 sec): 3 clusters
  Score: Raw -308767.341180 + Penalty 2697.994538 = -306069.346642
  nChanged 349
		SP:Iteration 4F (24525.700000 sec): 3 clusters
  Score: Raw -309337.237405 + Penalty 2697.994538 = -306639.242867
  nChanged 338
		SP:Iteration 5F (24525.870000 sec): 3 clusters
  Score: Raw -309823.708211 + Penalty 2697.994538 = -307125.713674
  nChanged 234
		SP:Iteration 6F (24526.040000 sec): 3 clusters
  Score: Raw -310060.071314 + Penalty 2697.994538 = -307362.076776
  nChanged 132
		SP:Iteration 7Q (24526.170000 sec): 3 clusters
  Score: Raw -310141.162165 + Penalty 2697.994538 = -307443.167627
  nChanged 69
		SP:Iteration 8Q (24526.380000 sec): 3 clusters
  Score: Raw -310179.027639 + Penalty 2697.994538 = -307481.033101
  nChanged 49
		SP:Iteration 9Q (24526.480000 sec): 3 clusters
  Score: Raw -310204.453108 + Penalty 2697.994538 = -307506.458570
  nChanged 28
		SP:Iteration 10Q (24526.640000 sec): 3 clusters
  Score: Raw -310216.622230 + Penalty 2697.994538 = -307518.627692
  nChanged 16
		SP:Iteration 11Q (24526.760000 sec): 3 clusters
  Score: Raw -310222.174968 + Penalty 2697.994538 = -307524.180431
  nChanged 11
		SP:Iteration 12Q (24526.910000 sec): 3 clusters
  Score: Raw -310225.218624 + Penalty 2697.994538 = -307527.224087
  nChanged 6
		SP:Iteration 13Q (24527.090000 sec): 3 clusters
  Score: Raw -310227.085288 + Penalty 2697.994538 = -307529.090750
  nChanged 4
		SP:Iteration 14Q (24527.270000 sec): 3 clusters
  Score: Raw -310228.009503 + Penalty 2697.994538 = -307530.014966
  nChanged 2
		SP:Iteration 15Q (24527.440000 sec): 3 clusters
  Score: Raw -310228.480239 + Penalty 2697.994538 = -307530.485701
  nChanged 0
		SP:Iteration 16F (24527.660000 sec): 3 clusters
  Score: Raw -310228.480239 + Penalty 2697.994538 = -307530.485701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (8103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24527.810000 sec): 2 clusters
  Score: Raw -655659.040428 + Penalty 1462.498317 = -654196.542111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24528.000000 sec): 3 clusters
  Score: Raw -651257.246323 + Penalty 2924.996634 = -648332.249689
  nChanged 3424
		SP:Iteration 1F (24528.210000 sec): 3 clusters
  Score: Raw -653443.545685 + Penalty 2924.996634 = -650518.549051
  nChanged 856
		SP:Iteration 2F (24528.430000 sec): 3 clusters
  Score: Raw -654531.836762 + Penalty 2924.996634 = -651606.840128
  nChanged 985
		SP:Iteration 3F (24528.620000 sec): 3 clusters
  Score: Raw -656093.319884 + Penalty 2924.996634 = -653168.323250
  nChanged 901
		SP:Iteration 4F (24528.820000 sec): 3 clusters
  Score: Raw -657388.559325 + Penalty 2924.996634 = -654463.562691
  nChanged 597
		SP:Iteration 5F (24529.030000 sec): 3 clusters
  Score: Raw -658007.225413 + Penalty 2924.996634 = -655082.228779
  nChanged 358
		SP:Iteration 6Q (24529.270000 sec): 3 clusters
  Score: Raw -658310.313687 + Penalty 2924.996634 = -655385.317053
  nChanged 236
		SP:Iteration 7Q (24529.430000 sec): 3 clusters
  Score: Raw -658549.533478 + Penalty 2924.996634 = -655624.536844
  nChanged 205
		SP:Iteration 8Q (24529.650000 sec): 3 clusters
  Score: Raw -658876.096795 + Penalty 2924.996634 = -655951.100161
  nChanged 182
		SP:Iteration 9Q (24529.820000 sec): 3 clusters
  Score: Raw -659205.896475 + Penalty 2924.996634 = -656280.899841
  nChanged 171
		SP:Iteration 10Q (24530.030000 sec): 3 clusters
  Score: Raw -659449.103662 + Penalty 2924.996634 = -656524.107028
  nChanged 155
		SP:Iteration 11Q (24530.240000 sec): 3 clusters
  Score: Raw -659646.765092 + Penalty 2924.996634 = -656721.768459
  nChanged 137
		SP:Iteration 12Q (24530.420000 sec): 3 clusters
  Score: Raw -659768.400746 + Penalty 2924.996634 = -656843.404112
  nChanged 116
		SP:Iteration 13Q (24530.600000 sec): 3 clusters
  Score: Raw -659831.002252 + Penalty 2924.996634 = -656906.005618
  nChanged 92
		SP:Iteration 14Q (24530.770000 sec): 3 clusters
  Score: Raw -659860.490443 + Penalty 2924.996634 = -656935.493810
  nChanged 56
		SP:Iteration 15Q (24530.950000 sec): 3 clusters
  Score: Raw -659876.074975 + Penalty 2924.996634 = -656951.078341
  nChanged 40
		SP:Iteration 16Q (24531.200000 sec): 3 clusters
  Score: Raw -659884.530521 + Penalty 2924.996634 = -656959.533888
  nChanged 22
		SP:Iteration 17Q (24531.380000 sec): 3 clusters
  Score: Raw -659888.294701 + Penalty 2924.996634 = -656963.298067
  nChanged 20
		SP:Iteration 18Q (24531.550000 sec): 3 clusters
  Score: Raw -659891.677117 + Penalty 2924.996634 = -656966.680483
  nChanged 18
		SP:Iteration 19Q (24531.730000 sec): 3 clusters
  Score: Raw -659894.880711 + Penalty 2924.996634 = -656969.884077
  nChanged 15
		SP:Iteration 20F (24531.910000 sec): 3 clusters
  Score: Raw -659896.814768 + Penalty 2924.996634 = -656971.818135
  nChanged 6
		SP:Iteration 21Q (24532.080000 sec): 3 clusters
  Score: Raw -659897.740798 + Penalty 2924.996634 = -656972.744164
  nChanged 7
		SP:Iteration 22Q (24532.260000 sec): 3 clusters
  Score: Raw -659898.786919 + Penalty 2924.996634 = -656973.790285
  nChanged 5
		SP:Iteration 23Q (24532.440000 sec): 3 clusters
  Score: Raw -659899.506219 + Penalty 2924.996634 = -656974.509585
  nChanged 6
		SP:Iteration 24Q (24532.620000 sec): 3 clusters
  Score: Raw -659900.376496 + Penalty 2924.996634 = -656975.379862
  nChanged 4
		SP:Iteration 25Q (24532.800000 sec): 3 clusters
  Score: Raw -659900.930906 + Penalty 2924.996634 = -656975.934273
  nChanged 4
		SP:Iteration 26Q (24532.980000 sec): 3 clusters
  Score: Raw -659901.364645 + Penalty 2924.996634 = -656976.368011
  nChanged 1
		SP:Iteration 27Q (24533.160000 sec): 3 clusters
  Score: Raw -659901.442536 + Penalty 2924.996634 = -656976.445902
  nChanged 1
		SP:Iteration 28Q (24533.340000 sec): 3 clusters
  Score: Raw -659901.548044 + Penalty 2924.996634 = -656976.551410
  nChanged 1
		SP:Iteration 29Q (24533.520000 sec): 3 clusters
  Score: Raw -659901.656608 + Penalty 2924.996634 = -656976.659974
  nChanged 2
		SP:Iteration 30Q (24533.690000 sec): 3 clusters
  Score: Raw -659901.883211 + Penalty 2924.996634 = -656976.886578
  nChanged 3
		SP:Iteration 31Q (24533.870000 sec): 3 clusters
  Score: Raw -659902.293956 + Penalty 2924.996634 = -656977.297322
  nChanged 2
		SP:Iteration 32Q (24534.050000 sec): 3 clusters
  Score: Raw -659902.550450 + Penalty 2924.996634 = -656977.553816
  nChanged 0
		SP:Iteration 33F (24534.220000 sec): 3 clusters
  Score: Raw -659902.550450 + Penalty 2924.996634 = -656977.553816
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (1113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24534.340000 sec): 2 clusters
  Score: Raw -85694.455963 + Penalty 1139.907332 = -84554.548631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24534.500000 sec): 3 clusters
  Score: Raw -85322.790090 + Penalty 2279.814664 = -83042.975426
  nChanged 360
		SP:Iteration 1F (24534.660000 sec): 3 clusters
  Score: Raw -85730.996323 + Penalty 2279.814664 = -83451.181659
  nChanged 115
		SP:Iteration 2F (24534.820000 sec): 3 clusters
  Score: Raw -85968.876633 + Penalty 2279.814664 = -83689.061969
  nChanged 103
		SP:Iteration 3F (24534.980000 sec): 3 clusters
  Score: Raw -86238.567482 + Penalty 2279.814664 = -83958.752818
  nChanged 71
		SP:Iteration 4F (24535.140000 sec): 3 clusters
  Score: Raw -86482.582212 + Penalty 2279.814664 = -84202.767548
  nChanged 61
		SP:Iteration 5F (24535.300000 sec): 3 clusters
  Score: Raw -86711.916537 + Penalty 2279.814664 = -84432.101872
  nChanged 63
		SP:Iteration 6F (24535.490000 sec): 3 clusters
  Score: Raw -86932.514203 + Penalty 2279.814664 = -84652.699539
  nChanged 48
		SP:Iteration 7Q (24535.650000 sec): 3 clusters
  Score: Raw -87116.083046 + Penalty 2279.814664 = -84836.268382
  nChanged 39
		SP:Iteration 8Q (24535.810000 sec): 3 clusters
  Score: Raw -87405.043028 + Penalty 2279.814664 = -85125.228364
  nChanged 21
		SP:Iteration 9Q (24535.970000 sec): 3 clusters
  Score: Raw -87781.292123 + Penalty 2279.814664 = -85501.477459
  nChanged 5
		SP:Iteration 10Q (24536.130000 sec): 3 clusters
  Score: Raw -87791.762540 + Penalty 2279.814664 = -85511.947876
  nChanged 1
		SP:Iteration 11Q (24536.290000 sec): 3 clusters
  Score: Raw -87792.681657 + Penalty 2279.814664 = -85512.866993
  nChanged 0
		SP:Iteration 12F (24536.450000 sec): 3 clusters
  Score: Raw -87792.681657 + Penalty 2279.814664 = -85512.866993
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24536.560000 sec): 2 clusters
  Score: Raw -190680.713368 + Penalty 1265.314669 = -189415.398699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24536.740000 sec): 3 clusters
  Score: Raw -189594.883823 + Penalty 2530.629337 = -187064.254486
  nChanged 887
		SP:Iteration 1F (24536.900000 sec): 3 clusters
  Score: Raw -190131.153455 + Penalty 2530.629337 = -187600.524118
  nChanged 198
		SP:Iteration 2F (24537.060000 sec): 3 clusters
  Score: Raw -190313.606754 + Penalty 2530.629337 = -187782.977417
  nChanged 165
		SP:Iteration 3F (24537.220000 sec): 3 clusters
  Score: Raw -190485.913534 + Penalty 2530.629337 = -187955.284197
  nChanged 157
		SP:Iteration 4F (24537.380000 sec): 3 clusters
  Score: Raw -190676.898653 + Penalty 2530.629337 = -188146.269316
  nChanged 165
		SP:Iteration 5F (24537.540000 sec): 3 clusters
  Score: Raw -190895.324489 + Penalty 2530.629337 = -188364.695152
  nChanged 147
		SP:Iteration 6F (24537.700000 sec): 3 clusters
  Score: Raw -191051.065325 + Penalty 2530.629337 = -188520.435988
  nChanged 108
		SP:Iteration 7Q (24537.860000 sec): 3 clusters
  Score: Raw -191163.696077 + Penalty 2530.629337 = -188633.066740
  nChanged 77
		SP:Iteration 8Q (24538.020000 sec): 3 clusters
  Score: Raw -191233.114809 + Penalty 2530.629337 = -188702.485472
  nChanged 51
		SP:Iteration 9Q (24538.180000 sec): 3 clusters
  Score: Raw -191276.849633 + Penalty 2530.629337 = -188746.220296
  nChanged 49
		SP:Iteration 10Q (24538.330000 sec): 3 clusters
  Score: Raw -191319.298516 + Penalty 2530.629337 = -188788.669179
  nChanged 36
		SP:Iteration 11Q (24538.470000 sec): 3 clusters
  Score: Raw -191345.828865 + Penalty 2530.629337 = -188815.199527
  nChanged 31
		SP:Iteration 12Q (24538.620000 sec): 3 clusters
  Score: Raw -191376.493929 + Penalty 2530.629337 = -188845.864592
  nChanged 22
		SP:Iteration 13Q (24538.760000 sec): 3 clusters
  Score: Raw -191397.953847 + Penalty 2530.629337 = -188867.324510
  nChanged 29
		SP:Iteration 14Q (24538.900000 sec): 3 clusters
  Score: Raw -191416.596819 + Penalty 2530.629337 = -188885.967482
  nChanged 21
		SP:Iteration 15Q (24539.050000 sec): 3 clusters
  Score: Raw -191431.473494 + Penalty 2530.629337 = -188900.844157
  nChanged 17
		SP:Iteration 16Q (24539.200000 sec): 3 clusters
  Score: Raw -191443.152063 + Penalty 2530.629337 = -188912.522726
  nChanged 13
		SP:Iteration 17Q (24539.340000 sec): 3 clusters
  Score: Raw -191451.065505 + Penalty 2530.629337 = -188920.436168
  nChanged 17
		SP:Iteration 18Q (24539.480000 sec): 3 clusters
  Score: Raw -191469.756703 + Penalty 2530.629337 = -188939.127366
  nChanged 27
		SP:Iteration 19Q (24539.620000 sec): 3 clusters
  Score: Raw -191503.221356 + Penalty 2530.629337 = -188972.592019
  nChanged 30
		SP:Iteration 20F (24539.770000 sec): 3 clusters
  Score: Raw -191543.698469 + Penalty 2530.629337 = -189013.069131
  nChanged 33
		SP:Iteration 21Q (24539.910000 sec): 3 clusters
  Score: Raw -191576.370375 + Penalty 2530.629337 = -189045.741038
  nChanged 27
		SP:Iteration 22Q (24540.060000 sec): 3 clusters
  Score: Raw -191601.176909 + Penalty 2530.629337 = -189070.547572
  nChanged 24
		SP:Iteration 23Q (24540.200000 sec): 3 clusters
  Score: Raw -191623.071152 + Penalty 2530.629337 = -189092.441815
  nChanged 23
		SP:Iteration 24Q (24540.350000 sec): 3 clusters
  Score: Raw -191637.933434 + Penalty 2530.629337 = -189107.304097
  nChanged 16
		SP:Iteration 25Q (24540.540000 sec): 3 clusters
  Score: Raw -191648.384861 + Penalty 2530.629337 = -189117.755524
  nChanged 17
		SP:Iteration 26Q (24540.720000 sec): 3 clusters
  Score: Raw -191657.716058 + Penalty 2530.629337 = -189127.086720
  nChanged 12
		SP:Iteration 27Q (24540.890000 sec): 3 clusters
  Score: Raw -191662.854903 + Penalty 2530.629337 = -189132.225565
  nChanged 6
		SP:Iteration 28Q (24541.050000 sec): 3 clusters
  Score: Raw -191665.426584 + Penalty 2530.629337 = -189134.797247
  nChanged 9
		SP:Iteration 29Q (24541.260000 sec): 3 clusters
  Score: Raw -191669.122804 + Penalty 2530.629337 = -189138.493467
  nChanged 7
		SP:Iteration 30Q (24541.420000 sec): 3 clusters
  Score: Raw -191671.125739 + Penalty 2530.629337 = -189140.496402
  nChanged 2
		SP:Iteration 31Q (24541.610000 sec): 3 clusters
  Score: Raw -191672.949911 + Penalty 2530.629337 = -189142.320574
  nChanged 3
		SP:Iteration 32Q (24541.780000 sec): 3 clusters
  Score: Raw -191675.926106 + Penalty 2530.629337 = -189145.296769
  nChanged 5
		SP:Iteration 33Q (24541.950000 sec): 3 clusters
  Score: Raw -191678.628654 + Penalty 2530.629337 = -189147.999316
  nChanged 3
		SP:Iteration 34Q (24542.140000 sec): 3 clusters
  Score: Raw -191680.219419 + Penalty 2530.629337 = -189149.590082
  nChanged 1
		SP:Iteration 35Q (24542.300000 sec): 3 clusters
  Score: Raw -191680.618759 + Penalty 2530.629337 = -189149.989422
  nChanged 1
		SP:Iteration 36Q (24542.500000 sec): 3 clusters
  Score: Raw -191681.483404 + Penalty 2530.629337 = -189150.854066
  nChanged 1
		SP:Iteration 37Q (24542.660000 sec): 3 clusters
  Score: Raw -191682.059852 + Penalty 2530.629337 = -189151.430515
  nChanged 0
		SP:Iteration 38F (24542.840000 sec): 3 clusters
  Score: Raw -191682.059852 + Penalty 2530.629337 = -189151.430515
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (5080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24542.920000 sec): 2 clusters
  Score: Raw -418707.313357 + Penalty 1386.623313 = -417320.690044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24543.030000 sec): 3 clusters
  Score: Raw -416089.904983 + Penalty 2773.246626 = -413316.658357
  nChanged 2095
		SP:Iteration 1F (24543.230000 sec): 3 clusters
  Score: Raw -417338.014801 + Penalty 2773.246626 = -414564.768175
  nChanged 355
		SP:Iteration 2F (24543.420000 sec): 3 clusters
  Score: Raw -417566.722161 + Penalty 2773.246626 = -414793.475536
  nChanged 293
		SP:Iteration 3F (24543.560000 sec): 3 clusters
  Score: Raw -417765.908277 + Penalty 2773.246626 = -414992.661652
  nChanged 259
		SP:Iteration 4F (24543.780000 sec): 3 clusters
  Score: Raw -417965.986690 + Penalty 2773.246626 = -415192.740065
  nChanged 277
		SP:Iteration 5F (24543.980000 sec): 3 clusters
  Score: Raw -418192.832932 + Penalty 2773.246626 = -415419.586306
  nChanged 283
		SP:Iteration 6F (24544.140000 sec): 3 clusters
  Score: Raw -418533.976420 + Penalty 2773.246626 = -415760.729794
  nChanged 300
		SP:Iteration 7F (24544.340000 sec): 3 clusters
  Score: Raw -419002.405336 + Penalty 2773.246626 = -416229.158710
  nChanged 307
		SP:Iteration 8F (24544.550000 sec): 3 clusters
  Score: Raw -419473.839418 + Penalty 2773.246626 = -416700.592793
  nChanged 253
		SP:Iteration 9Q (24544.750000 sec): 3 clusters
  Score: Raw -419790.104312 + Penalty 2773.246626 = -417016.857686
  nChanged 213
		SP:Iteration 10Q (24544.920000 sec): 3 clusters
  Score: Raw -419983.100305 + Penalty 2773.246626 = -417209.853679
  nChanged 143
		SP:Iteration 11Q (24545.120000 sec): 3 clusters
  Score: Raw -420086.111252 + Penalty 2773.246626 = -417312.864626
  nChanged 98
		SP:Iteration 12Q (24545.270000 sec): 3 clusters
  Score: Raw -420136.022010 + Penalty 2773.246626 = -417362.775384
  nChanged 71
		SP:Iteration 13Q (24545.440000 sec): 3 clusters
  Score: Raw -420168.360873 + Penalty 2773.246626 = -417395.114248
  nChanged 56
		SP:Iteration 14Q (24545.640000 sec): 3 clusters
  Score: Raw -420197.709650 + Penalty 2773.246626 = -417424.463024
  nChanged 63
		SP:Iteration 15Q (24545.790000 sec): 3 clusters
  Score: Raw -420237.119360 + Penalty 2773.246626 = -417463.872734
  nChanged 58
		SP:Iteration 16Q (24545.990000 sec): 3 clusters
  Score: Raw -420275.425560 + Penalty 2773.246626 = -417502.178934
  nChanged 66
		SP:Iteration 17Q (24546.200000 sec): 3 clusters
  Score: Raw -420321.172374 + Penalty 2773.246626 = -417547.925748
  nChanged 71
		SP:Iteration 18Q (24546.380000 sec): 3 clusters
  Score: Raw -420372.014581 + Penalty 2773.246626 = -417598.767955
  nChanged 74
		SP:Iteration 19Q (24546.550000 sec): 3 clusters
  Score: Raw -420437.138790 + Penalty 2773.246626 = -417663.892164
  nChanged 76
		SP:Iteration 20F (24546.720000 sec): 3 clusters
  Score: Raw -420513.547551 + Penalty 2773.246626 = -417740.300925
  nChanged 78
		SP:Iteration 21Q (24546.890000 sec): 3 clusters
  Score: Raw -420592.656587 + Penalty 2773.246626 = -417819.409961
  nChanged 64
		SP:Iteration 22Q (24547.080000 sec): 3 clusters
  Score: Raw -420665.907425 + Penalty 2773.246626 = -417892.660799
  nChanged 49
		SP:Iteration 23Q (24547.260000 sec): 3 clusters
  Score: Raw -420712.125148 + Penalty 2773.246626 = -417938.878522
  nChanged 41
		SP:Iteration 24Q (24547.460000 sec): 3 clusters
  Score: Raw -420739.254657 + Penalty 2773.246626 = -417966.008032
  nChanged 28
		SP:Iteration 25Q (24547.660000 sec): 3 clusters
  Score: Raw -420752.719765 + Penalty 2773.246626 = -417979.473140
  nChanged 16
		SP:Iteration 26Q (24547.850000 sec): 3 clusters
  Score: Raw -420757.726434 + Penalty 2773.246626 = -417984.479808
  nChanged 9
		SP:Iteration 27Q (24548.020000 sec): 3 clusters
  Score: Raw -420759.060550 + Penalty 2773.246626 = -417985.813924
  nChanged 5
		SP:Iteration 28Q (24548.180000 sec): 3 clusters
  Score: Raw -420760.191280 + Penalty 2773.246626 = -417986.944655
  nChanged 3
		SP:Iteration 29Q (24548.360000 sec): 3 clusters
  Score: Raw -420761.196623 + Penalty 2773.246626 = -417987.949997
  nChanged 1
		SP:Iteration 30Q (24548.560000 sec): 3 clusters
  Score: Raw -420761.548665 + Penalty 2773.246626 = -417988.302039
  nChanged 2
		SP:Iteration 31Q (24548.780000 sec): 3 clusters
  Score: Raw -420762.724737 + Penalty 2773.246626 = -417989.478111
  nChanged 1
		SP:Iteration 32Q (24548.990000 sec): 3 clusters
  Score: Raw -420762.890652 + Penalty 2773.246626 = -417989.644027
  nChanged 0
		SP:Iteration 33F (24549.190000 sec): 3 clusters
  Score: Raw -420762.890652 + Penalty 2773.246626 = -417989.644027
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (4495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24549.280000 sec): 2 clusters
  Score: Raw -319550.038801 + Penalty 1366.742154 = -318183.296647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24549.480000 sec): 3 clusters
  Score: Raw -317212.308765 + Penalty 2733.484308 = -314478.824457
  nChanged 1804
		SP:Iteration 1F (24549.650000 sec): 3 clusters
  Score: Raw -318361.893857 + Penalty 2733.484308 = -315628.409549
  nChanged 461
		SP:Iteration 2F (24549.790000 sec): 3 clusters
  Score: Raw -318820.560089 + Penalty 2733.484308 = -316087.075781
  nChanged 393
		SP:Iteration 3F (24549.940000 sec): 3 clusters
  Score: Raw -319227.038133 + Penalty 2733.484308 = -316493.553825
  nChanged 352
		SP:Iteration 4F (24550.140000 sec): 3 clusters
  Score: Raw -319597.971501 + Penalty 2733.484308 = -316864.487194
  nChanged 277
		SP:Iteration 5F (24550.300000 sec): 3 clusters
  Score: Raw -319837.025836 + Penalty 2733.484308 = -317103.541528
  nChanged 203
		SP:Iteration 6Q (24550.510000 sec): 3 clusters
  Score: Raw -319994.447489 + Penalty 2733.484308 = -317260.963181
  nChanged 155
		SP:Iteration 7Q (24550.690000 sec): 3 clusters
  Score: Raw -320128.545619 + Penalty 2733.484308 = -317395.061311
  nChanged 125
		SP:Iteration 8Q (24550.860000 sec): 3 clusters
  Score: Raw -320237.789756 + Penalty 2733.484308 = -317504.305448
  nChanged 121
		SP:Iteration 9Q (24551.020000 sec): 3 clusters
  Score: Raw -320321.837110 + Penalty 2733.484308 = -317588.352803
  nChanged 92
		SP:Iteration 10Q (24551.190000 sec): 3 clusters
  Score: Raw -320376.544015 + Penalty 2733.484308 = -317643.059707
  nChanged 64
		SP:Iteration 11Q (24551.380000 sec): 3 clusters
  Score: Raw -320418.747938 + Penalty 2733.484308 = -317685.263631
  nChanged 61
		SP:Iteration 12Q (24551.580000 sec): 3 clusters
  Score: Raw -320452.222778 + Penalty 2733.484308 = -317718.738471
  nChanged 57
		SP:Iteration 13Q (24551.760000 sec): 3 clusters
  Score: Raw -320476.119193 + Penalty 2733.484308 = -317742.634886
  nChanged 39
		SP:Iteration 14Q (24551.940000 sec): 3 clusters
  Score: Raw -320493.427935 + Penalty 2733.484308 = -317759.943627
  nChanged 32
		SP:Iteration 15Q (24552.110000 sec): 3 clusters
  Score: Raw -320506.088931 + Penalty 2733.484308 = -317772.604623
  nChanged 30
		SP:Iteration 16Q (24552.310000 sec): 3 clusters
  Score: Raw -320515.695308 + Penalty 2733.484308 = -317782.211000
  nChanged 26
		SP:Iteration 17Q (24552.460000 sec): 3 clusters
  Score: Raw -320524.598137 + Penalty 2733.484308 = -317791.113830
  nChanged 24
		SP:Iteration 18Q (24552.660000 sec): 3 clusters
  Score: Raw -320534.017155 + Penalty 2733.484308 = -317800.532847
  nChanged 29
		SP:Iteration 19Q (24552.850000 sec): 3 clusters
  Score: Raw -320543.621749 + Penalty 2733.484308 = -317810.137441
  nChanged 21
		SP:Iteration 20F (24553.000000 sec): 3 clusters
  Score: Raw -320552.293959 + Penalty 2733.484308 = -317818.809651
  nChanged 18
		SP:Iteration 21Q (24553.170000 sec): 3 clusters
  Score: Raw -320558.056211 + Penalty 2733.484308 = -317824.571903
  nChanged 15
		SP:Iteration 22Q (24553.340000 sec): 3 clusters
  Score: Raw -320562.966146 + Penalty 2733.484308 = -317829.481838
  nChanged 10
		SP:Iteration 23Q (24553.510000 sec): 3 clusters
  Score: Raw -320567.387937 + Penalty 2733.484308 = -317833.903629
  nChanged 12
		SP:Iteration 24Q (24553.670000 sec): 3 clusters
  Score: Raw -320570.765264 + Penalty 2733.484308 = -317837.280956
  nChanged 8
		SP:Iteration 25Q (24553.880000 sec): 3 clusters
  Score: Raw -320573.420825 + Penalty 2733.484308 = -317839.936517
  nChanged 11
		SP:Iteration 26Q (24554.010000 sec): 3 clusters
  Score: Raw -320576.146114 + Penalty 2733.484308 = -317842.661806
  nChanged 6
		SP:Iteration 27Q (24554.200000 sec): 3 clusters
  Score: Raw -320578.504236 + Penalty 2733.484308 = -317845.019928
  nChanged 12
		SP:Iteration 28Q (24554.380000 sec): 3 clusters
  Score: Raw -320581.659938 + Penalty 2733.484308 = -317848.175630
  nChanged 12
		SP:Iteration 29Q (24554.610000 sec): 3 clusters
  Score: Raw -320584.050578 + Penalty 2733.484308 = -317850.566270
  nChanged 11
		SP:Iteration 30Q (24554.780000 sec): 3 clusters
  Score: Raw -320586.355613 + Penalty 2733.484308 = -317852.871305
  nChanged 14
		SP:Iteration 31Q (24554.920000 sec): 3 clusters
  Score: Raw -320588.992531 + Penalty 2733.484308 = -317855.508223
  nChanged 13
		SP:Iteration 32Q (24555.090000 sec): 3 clusters
  Score: Raw -320592.004133 + Penalty 2733.484308 = -317858.519825
  nChanged 9
		SP:Iteration 33Q (24555.250000 sec): 3 clusters
  Score: Raw -320594.523977 + Penalty 2733.484308 = -317861.039669
  nChanged 10
		SP:Iteration 34Q (24555.440000 sec): 3 clusters
  Score: Raw -320596.530330 + Penalty 2733.484308 = -317863.046023
  nChanged 10
		SP:Iteration 35Q (24555.620000 sec): 3 clusters
  Score: Raw -320598.674910 + Penalty 2733.484308 = -317865.190602
  nChanged 12
		SP:Iteration 36Q (24555.780000 sec): 3 clusters
  Score: Raw -320600.861726 + Penalty 2733.484308 = -317867.377418
  nChanged 6
		SP:Iteration 37Q (24555.970000 sec): 3 clusters
  Score: Raw -320602.049768 + Penalty 2733.484308 = -317868.565460
  nChanged 6
		SP:Iteration 38Q (24556.140000 sec): 3 clusters
  Score: Raw -320604.155560 + Penalty 2733.484308 = -317870.671252
  nChanged 12
		SP:Iteration 39Q (24556.330000 sec): 3 clusters
  Score: Raw -320607.205239 + Penalty 2733.484308 = -317873.720931
  nChanged 9
		SP:Iteration 40F (24556.510000 sec): 3 clusters
  Score: Raw -320609.174397 + Penalty 2733.484308 = -317875.690089
  nChanged 5
		SP:Iteration 41Q (24556.660000 sec): 3 clusters
  Score: Raw -320610.226898 + Penalty 2733.484308 = -317876.742590
  nChanged 6
		SP:Iteration 42Q (24556.830000 sec): 3 clusters
  Score: Raw -320611.099123 + Penalty 2733.484308 = -317877.614815
  nChanged 4
		SP:Iteration 43Q (24557.000000 sec): 3 clusters
  Score: Raw -320611.778045 + Penalty 2733.484308 = -317878.293737
  nChanged 7
		SP:Iteration 44Q (24557.170000 sec): 3 clusters
  Score: Raw -320612.963555 + Penalty 2733.484308 = -317879.479248
  nChanged 4
		SP:Iteration 45Q (24557.350000 sec): 3 clusters
  Score: Raw -320613.751428 + Penalty 2733.484308 = -317880.267120
  nChanged 4
		SP:Iteration 46Q (24557.510000 sec): 3 clusters
  Score: Raw -320614.927405 + Penalty 2733.484308 = -317881.443097
  nChanged 3
		SP:Iteration 47Q (24557.700000 sec): 3 clusters
  Score: Raw -320615.743780 + Penalty 2733.484308 = -317882.259472
  nChanged 3
		SP:Iteration 48Q (24557.870000 sec): 3 clusters
  Score: Raw -320616.360109 + Penalty 2733.484308 = -317882.875802
  nChanged 1
		SP:Iteration 49Q (24558.020000 sec): 3 clusters
  Score: Raw -320616.497273 + Penalty 2733.484308 = -317883.012966
  nChanged 0
		SP:Iteration 50F (24558.190000 sec): 3 clusters
  Score: Raw -320616.497273 + Penalty 2733.484308 = -317883.012966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24558.280000 sec): 2 clusters
  Score: Raw -22226.832034 + Penalty 949.575968 = -21277.256066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24558.490000 sec): 3 clusters
  Score: Raw -22341.712011 + Penalty 1899.151936 = -20442.560076
  nChanged 86
		SP:Iteration 1F (24558.620000 sec): 3 clusters
  Score: Raw -22621.003775 + Penalty 1899.151936 = -20721.851840
  nChanged 33
		SP:Iteration 2F (24558.790000 sec): 3 clusters
  Score: Raw -22768.104065 + Penalty 1899.151936 = -20868.952129
  nChanged 26
		SP:Iteration 3F (24558.990000 sec): 3 clusters
  Score: Raw -22892.892486 + Penalty 1899.151936 = -20993.740550
  nChanged 11
		SP:Iteration 4Q (24559.130000 sec): 3 clusters
  Score: Raw -22941.617712 + Penalty 1899.151936 = -21042.465776
  nChanged 4
		SP:Iteration 5Q (24559.230000 sec): 3 clusters
  Score: Raw -22968.320898 + Penalty 1899.151936 = -21069.168962
  nChanged 4
		SP:Iteration 6Q (24559.330000 sec): 3 clusters
  Score: Raw -22989.087760 + Penalty 1899.151936 = -21089.935825
  nChanged 1
		SP:Iteration 7Q (24559.460000 sec): 3 clusters
  Score: Raw -23001.012996 + Penalty 1899.151936 = -21101.861061
  nChanged 4
		SP:Iteration 8Q (24559.580000 sec): 3 clusters
  Score: Raw -23031.094204 + Penalty 1899.151936 = -21131.942268
  nChanged 3
		SP:Iteration 9Q (24559.710000 sec): 3 clusters
  Score: Raw -23040.286864 + Penalty 1899.151936 = -21141.134928
  nChanged 0
		SP:Iteration 10F (24559.860000 sec): 3 clusters
  Score: Raw -23040.927344 + Penalty 1899.151936 = -21141.775408
  nChanged 1
		SP:Iteration 11Q (24559.970000 sec): 3 clusters
  Score: Raw -23081.541958 + Penalty 1899.151936 = -21182.390023
  nChanged 3
		SP:Iteration 12Q (24560.100000 sec): 3 clusters
  Score: Raw -23092.097475 + Penalty 1899.151936 = -21192.945539
  nChanged 1
		SP:Iteration 13Q (24560.280000 sec): 3 clusters
  Score: Raw -23093.443341 + Penalty 1899.151936 = -21194.291406
  nChanged 0
		SP:Iteration 14F (24560.440000 sec): 3 clusters
  Score: Raw -23093.443341 + Penalty 1899.151936 = -21194.291406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24560.530000 sec): 2 clusters
  Score: Raw -89559.057607 + Penalty 1141.216064 = -88417.841543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24560.720000 sec): 3 clusters
  Score: Raw -89203.539740 + Penalty 2282.432128 = -86921.107612
  nChanged 348
		SP:Iteration 1F (24560.910000 sec): 3 clusters
  Score: Raw -89462.436389 + Penalty 2282.432128 = -87180.004261
  nChanged 78
		SP:Iteration 2F (24561.070000 sec): 3 clusters
  Score: Raw -89541.137075 + Penalty 2282.432128 = -87258.704947
  nChanged 51
		SP:Iteration 3Q (24561.180000 sec): 3 clusters
  Score: Raw -89591.280837 + Penalty 2282.432128 = -87308.848709
  nChanged 31
		SP:Iteration 4Q (24561.350000 sec): 3 clusters
  Score: Raw -89620.767015 + Penalty 2282.432128 = -87338.334888
  nChanged 28
		SP:Iteration 5Q (24561.530000 sec): 3 clusters
  Score: Raw -89643.900946 + Penalty 2282.432128 = -87361.468818
  nChanged 24
		SP:Iteration 6Q (24561.710000 sec): 3 clusters
  Score: Raw -89670.037514 + Penalty 2282.432128 = -87387.605386
  nChanged 25
		SP:Iteration 7Q (24561.840000 sec): 3 clusters
  Score: Raw -89704.026383 + Penalty 2282.432128 = -87421.594255
  nChanged 21
		SP:Iteration 8Q (24562.010000 sec): 3 clusters
  Score: Raw -89721.154002 + Penalty 2282.432128 = -87438.721874
  nChanged 12
		SP:Iteration 9Q (24562.210000 sec): 3 clusters
  Score: Raw -89732.714575 + Penalty 2282.432128 = -87450.282447
  nChanged 10
		SP:Iteration 10Q (24562.370000 sec): 3 clusters
  Score: Raw -89742.980220 + Penalty 2282.432128 = -87460.548092
  nChanged 6
		SP:Iteration 11Q (24562.540000 sec): 3 clusters
  Score: Raw -89748.960247 + Penalty 2282.432128 = -87466.528119
  nChanged 3
		SP:Iteration 12Q (24562.720000 sec): 3 clusters
  Score: Raw -89755.951389 + Penalty 2282.432128 = -87473.519261
  nChanged 5
		SP:Iteration 13Q (24562.890000 sec): 3 clusters
  Score: Raw -89762.079209 + Penalty 2282.432128 = -87479.647081
  nChanged 2
		SP:Iteration 14Q (24563.030000 sec): 3 clusters
  Score: Raw -89763.951430 + Penalty 2282.432128 = -87481.519302
  nChanged 2
		SP:Iteration 15Q (24563.200000 sec): 3 clusters
  Score: Raw -89765.421260 + Penalty 2282.432128 = -87482.989132
  nChanged 0
		SP:Iteration 16F (24563.370000 sec): 3 clusters
  Score: Raw -89765.421260 + Penalty 2282.432128 = -87482.989132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (8060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24563.490000 sec): 2 clusters
  Score: Raw -682861.263187 + Penalty 1461.633686 = -681399.629502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24563.690000 sec): 3 clusters
  Score: Raw -678415.848571 + Penalty 2923.267372 = -675492.581200
  nChanged 3348
		SP:Iteration 1F (24563.890000 sec): 3 clusters
  Score: Raw -680210.849030 + Penalty 2923.267372 = -677287.581659
  nChanged 555
		SP:Iteration 2F (24564.090000 sec): 3 clusters
  Score: Raw -680554.169799 + Penalty 2923.267372 = -677630.902427
  nChanged 577
		SP:Iteration 3F (24564.300000 sec): 3 clusters
  Score: Raw -680943.643361 + Penalty 2923.267372 = -678020.375990
  nChanged 579
		SP:Iteration 4F (24564.530000 sec): 3 clusters
  Score: Raw -681397.926342 + Penalty 2923.267372 = -678474.658970
  nChanged 554
		SP:Iteration 5F (24564.780000 sec): 3 clusters
  Score: Raw -681852.852625 + Penalty 2923.267372 = -678929.585254
  nChanged 495
		SP:Iteration 6F (24564.990000 sec): 3 clusters
  Score: Raw -682260.610469 + Penalty 2923.267372 = -679337.343098
  nChanged 378
		SP:Iteration 7Q (24565.160000 sec): 3 clusters
  Score: Raw -682586.592738 + Penalty 2923.267372 = -679663.325366
  nChanged 290
		SP:Iteration 8Q (24565.360000 sec): 3 clusters
  Score: Raw -682814.139900 + Penalty 2923.267372 = -679890.872529
  nChanged 200
		SP:Iteration 9Q (24565.580000 sec): 3 clusters
  Score: Raw -682965.859340 + Penalty 2923.267372 = -680042.591969
  nChanged 138
		SP:Iteration 10Q (24565.780000 sec): 3 clusters
  Score: Raw -683072.234389 + Penalty 2923.267372 = -680148.967018
  nChanged 108
		SP:Iteration 11Q (24566.000000 sec): 3 clusters
  Score: Raw -683152.595592 + Penalty 2923.267372 = -680229.328220
  nChanged 68
		SP:Iteration 12Q (24566.190000 sec): 3 clusters
  Score: Raw -683192.521737 + Penalty 2923.267372 = -680269.254365
  nChanged 47
		SP:Iteration 13Q (24566.370000 sec): 3 clusters
  Score: Raw -683223.553525 + Penalty 2923.267372 = -680300.286153
  nChanged 42
		SP:Iteration 14Q (24566.570000 sec): 3 clusters
  Score: Raw -683250.181486 + Penalty 2923.267372 = -680326.914115
  nChanged 26
		SP:Iteration 15Q (24566.740000 sec): 3 clusters
  Score: Raw -683262.972833 + Penalty 2923.267372 = -680339.705461
  nChanged 17
		SP:Iteration 16Q (24566.930000 sec): 3 clusters
  Score: Raw -683272.033222 + Penalty 2923.267372 = -680348.765851
  nChanged 10
		SP:Iteration 17Q (24567.110000 sec): 3 clusters
  Score: Raw -683275.600906 + Penalty 2923.267372 = -680352.333535
  nChanged 6
		SP:Iteration 18Q (24567.340000 sec): 3 clusters
  Score: Raw -683277.345895 + Penalty 2923.267372 = -680354.078523
  nChanged 4
		SP:Iteration 19Q (24567.550000 sec): 3 clusters
  Score: Raw -683279.360981 + Penalty 2923.267372 = -680356.093609
  nChanged 9
		SP:Iteration 20F (24567.730000 sec): 3 clusters
  Score: Raw -683283.647270 + Penalty 2923.267372 = -680360.379898
  nChanged 10
		SP:Iteration 21Q (24567.970000 sec): 3 clusters
  Score: Raw -683288.050586 + Penalty 2923.267372 = -680364.783214
  nChanged 8
		SP:Iteration 22Q (24568.170000 sec): 3 clusters
  Score: Raw -683291.542266 + Penalty 2923.267372 = -680368.274894
  nChanged 6
		SP:Iteration 23Q (24568.410000 sec): 3 clusters
  Score: Raw -683294.788974 + Penalty 2923.267372 = -680371.521603
  nChanged 6
		SP:Iteration 24Q (24568.600000 sec): 3 clusters
  Score: Raw -683298.243696 + Penalty 2923.267372 = -680374.976325
  nChanged 4
		SP:Iteration 25Q (24568.800000 sec): 3 clusters
  Score: Raw -683300.230273 + Penalty 2923.267372 = -680376.962901
  nChanged 7
		SP:Iteration 26Q (24568.980000 sec): 3 clusters
  Score: Raw -683303.781282 + Penalty 2923.267372 = -680380.513910
  nChanged 7
		SP:Iteration 27Q (24569.240000 sec): 3 clusters
  Score: Raw -683305.814654 + Penalty 2923.267372 = -680382.547282
  nChanged 1
		SP:Iteration 28Q (24569.390000 sec): 3 clusters
  Score: Raw -683306.010330 + Penalty 2923.267372 = -680382.742958
  nChanged 1
		SP:Iteration 29Q (24569.600000 sec): 3 clusters
  Score: Raw -683306.441367 + Penalty 2923.267372 = -680383.173996
  nChanged 2
		SP:Iteration 30Q (24569.760000 sec): 3 clusters
  Score: Raw -683306.792862 + Penalty 2923.267372 = -680383.525491
  nChanged 1
		SP:Iteration 31Q (24569.980000 sec): 3 clusters
  Score: Raw -683307.021675 + Penalty 2923.267372 = -680383.754303
  nChanged 0
		SP:Iteration 32F (24570.190000 sec): 3 clusters
  Score: Raw -683307.021675 + Penalty 2923.267372 = -680383.754303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (4175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24570.260000 sec): 2 clusters
  Score: Raw -316188.987557 + Penalty 1354.741316 = -314834.246240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24570.430000 sec): 3 clusters
  Score: Raw -314167.268643 + Penalty 2709.482632 = -311457.786011
  nChanged 1614
		SP:Iteration 1F (24570.590000 sec): 3 clusters
  Score: Raw -315317.530655 + Penalty 2709.482632 = -312608.048023
  nChanged 417
		SP:Iteration 2F (24570.750000 sec): 3 clusters
  Score: Raw -315697.632601 + Penalty 2709.482632 = -312988.149969
  nChanged 310
		SP:Iteration 3F (24570.910000 sec): 3 clusters
  Score: Raw -316006.343284 + Penalty 2709.482632 = -313296.860652
  nChanged 251
		SP:Iteration 4F (24571.100000 sec): 3 clusters
  Score: Raw -316212.903780 + Penalty 2709.482632 = -313503.421148
  nChanged 184
		SP:Iteration 5Q (24571.310000 sec): 3 clusters
  Score: Raw -316325.742576 + Penalty 2709.482632 = -313616.259943
  nChanged 125
		SP:Iteration 6Q (24571.490000 sec): 3 clusters
  Score: Raw -316390.329642 + Penalty 2709.482632 = -313680.847010
  nChanged 97
		SP:Iteration 7Q (24571.670000 sec): 3 clusters
  Score: Raw -316439.786085 + Penalty 2709.482632 = -313730.303453
  nChanged 99
		SP:Iteration 8Q (24571.900000 sec): 3 clusters
  Score: Raw -316477.385565 + Penalty 2709.482632 = -313767.902933
  nChanged 56
		SP:Iteration 9Q (24572.100000 sec): 3 clusters
  Score: Raw -316498.756622 + Penalty 2709.482632 = -313789.273989
  nChanged 47
		SP:Iteration 10Q (24572.250000 sec): 3 clusters
  Score: Raw -316516.325371 + Penalty 2709.482632 = -313806.842739
  nChanged 39
		SP:Iteration 11Q (24572.470000 sec): 3 clusters
  Score: Raw -316530.617975 + Penalty 2709.482632 = -313821.135343
  nChanged 28
		SP:Iteration 12Q (24572.610000 sec): 3 clusters
  Score: Raw -316539.460995 + Penalty 2709.482632 = -313829.978363
  nChanged 25
		SP:Iteration 13Q (24572.790000 sec): 3 clusters
  Score: Raw -316547.008456 + Penalty 2709.482632 = -313837.525824
  nChanged 15
		SP:Iteration 14Q (24573.010000 sec): 3 clusters
  Score: Raw -316550.824490 + Penalty 2709.482632 = -313841.341858
  nChanged 12
		SP:Iteration 15Q (24573.110000 sec): 3 clusters
  Score: Raw -316553.586966 + Penalty 2709.482632 = -313844.104334
  nChanged 12
		SP:Iteration 16Q (24573.240000 sec): 3 clusters
  Score: Raw -316555.312602 + Penalty 2709.482632 = -313845.829970
  nChanged 4
		SP:Iteration 17Q (24573.420000 sec): 3 clusters
  Score: Raw -316556.223874 + Penalty 2709.482632 = -313846.741242
  nChanged 3
		SP:Iteration 18Q (24573.630000 sec): 3 clusters
  Score: Raw -316557.652783 + Penalty 2709.482632 = -313848.170151
  nChanged 7
		SP:Iteration 19Q (24573.770000 sec): 3 clusters
  Score: Raw -316559.797904 + Penalty 2709.482632 = -313850.315272
  nChanged 12
		SP:Iteration 20F (24573.940000 sec): 3 clusters
  Score: Raw -316562.225304 + Penalty 2709.482632 = -313852.742672
  nChanged 8
		SP:Iteration 21Q (24574.100000 sec): 3 clusters
  Score: Raw -316564.646714 + Penalty 2709.482632 = -313855.164082
  nChanged 11
		SP:Iteration 22Q (24574.260000 sec): 3 clusters
  Score: Raw -316567.877814 + Penalty 2709.482632 = -313858.395182
  nChanged 2
		SP:Iteration 23Q (24574.420000 sec): 3 clusters
  Score: Raw -316568.329238 + Penalty 2709.482632 = -313858.846606
  nChanged 3
		SP:Iteration 24Q (24574.610000 sec): 3 clusters
  Score: Raw -316569.037656 + Penalty 2709.482632 = -313859.555024
  nChanged 3
		SP:Iteration 25Q (24574.770000 sec): 3 clusters
  Score: Raw -316569.612366 + Penalty 2709.482632 = -313860.129734
  nChanged 1
		SP:Iteration 26Q (24574.990000 sec): 3 clusters
  Score: Raw -316569.759755 + Penalty 2709.482632 = -313860.277123
  nChanged 3
		SP:Iteration 27Q (24575.200000 sec): 3 clusters
  Score: Raw -316570.402146 + Penalty 2709.482632 = -313860.919514
  nChanged 3
		SP:Iteration 28Q (24575.410000 sec): 3 clusters
  Score: Raw -316571.077307 + Penalty 2709.482632 = -313861.594675
  nChanged 4
		SP:Iteration 29Q (24575.560000 sec): 3 clusters
  Score: Raw -316571.712860 + Penalty 2709.482632 = -313862.230228
  nChanged 2
		SP:Iteration 30Q (24575.770000 sec): 3 clusters
  Score: Raw -316572.956696 + Penalty 2709.482632 = -313863.474064
  nChanged 5
		SP:Iteration 31Q (24575.970000 sec): 3 clusters
  Score: Raw -316573.833213 + Penalty 2709.482632 = -313864.350581
  nChanged 2
		SP:Iteration 32Q (24576.170000 sec): 3 clusters
  Score: Raw -316574.227457 + Penalty 2709.482632 = -313864.744825
  nChanged 2
		SP:Iteration 33Q (24576.310000 sec): 3 clusters
  Score: Raw -316574.408184 + Penalty 2709.482632 = -313864.925551
  nChanged 0
		SP:Iteration 34F (24576.510000 sec): 3 clusters
  Score: Raw -316574.408184 + Penalty 2709.482632 = -313864.925551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (1506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24576.600000 sec): 2 clusters
  Score: Raw -85082.776392 + Penalty 1189.047016 = -83893.729375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24576.760000 sec): 3 clusters
  Score: Raw -84630.146673 + Penalty 2378.094033 = -82252.052641
  nChanged 518
		SP:Iteration 1F (24576.920000 sec): 3 clusters
  Score: Raw -85417.600796 + Penalty 2378.094033 = -83039.506763
  nChanged 197
		SP:Iteration 2F (24577.080000 sec): 3 clusters
  Score: Raw -85897.926073 + Penalty 2378.094033 = -83519.832040
  nChanged 122
		SP:Iteration 3F (24577.240000 sec): 3 clusters
  Score: Raw -86211.712697 + Penalty 2378.094033 = -83833.618664
  nChanged 74
		SP:Iteration 4Q (24577.400000 sec): 3 clusters
  Score: Raw -86356.950696 + Penalty 2378.094033 = -83978.856663
  nChanged 46
		SP:Iteration 5Q (24577.600000 sec): 3 clusters
  Score: Raw -86448.237786 + Penalty 2378.094033 = -84070.143754
  nChanged 43
		SP:Iteration 6Q (24577.730000 sec): 3 clusters
  Score: Raw -86527.813424 + Penalty 2378.094033 = -84149.719391
  nChanged 33
		SP:Iteration 7Q (24577.880000 sec): 3 clusters
  Score: Raw -86578.187044 + Penalty 2378.094033 = -84200.093011
  nChanged 23
		SP:Iteration 8Q (24578.030000 sec): 3 clusters
  Score: Raw -86614.231090 + Penalty 2378.094033 = -84236.137057
  nChanged 16
		SP:Iteration 9Q (24578.180000 sec): 3 clusters
  Score: Raw -86632.040103 + Penalty 2378.094033 = -84253.946070
  nChanged 18
		SP:Iteration 10Q (24578.330000 sec): 3 clusters
  Score: Raw -86654.809163 + Penalty 2378.094033 = -84276.715130
  nChanged 19
		SP:Iteration 11Q (24578.480000 sec): 3 clusters
  Score: Raw -86675.224190 + Penalty 2378.094033 = -84297.130157
  nChanged 16
		SP:Iteration 12Q (24578.630000 sec): 3 clusters
  Score: Raw -86691.679968 + Penalty 2378.094033 = -84313.585935
  nChanged 13
		SP:Iteration 13Q (24578.750000 sec): 3 clusters
  Score: Raw -86703.767998 + Penalty 2378.094033 = -84325.673965
  nChanged 10
		SP:Iteration 14Q (24578.890000 sec): 3 clusters
  Score: Raw -86711.945373 + Penalty 2378.094033 = -84333.851340
  nChanged 7
		SP:Iteration 15Q (24579.030000 sec): 3 clusters
  Score: Raw -86719.819731 + Penalty 2378.094033 = -84341.725698
  nChanged 5
		SP:Iteration 16Q (24579.180000 sec): 3 clusters
  Score: Raw -86721.707240 + Penalty 2378.094033 = -84343.613207
  nChanged 1
		SP:Iteration 17Q (24579.320000 sec): 3 clusters
  Score: Raw -86721.986715 + Penalty 2378.094033 = -84343.892683
  nChanged 0
		SP:Iteration 18F (24579.470000 sec): 3 clusters
  Score: Raw -86721.986715 + Penalty 2378.094033 = -84343.892683
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (5167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24579.600000 sec): 2 clusters
  Score: Raw -429692.213019 + Penalty 1389.382723 = -428302.830296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24579.810000 sec): 3 clusters
  Score: Raw -426992.514534 + Penalty 2778.765447 = -424213.749087
  nChanged 2111
		SP:Iteration 1F (24579.960000 sec): 3 clusters
  Score: Raw -428122.662332 + Penalty 2778.765447 = -425343.896885
  nChanged 342
		SP:Iteration 2F (24580.150000 sec): 3 clusters
  Score: Raw -428280.367679 + Penalty 2778.765447 = -425501.602233
  nChanged 258
		SP:Iteration 3Q (24580.330000 sec): 3 clusters
  Score: Raw -428385.443117 + Penalty 2778.765447 = -425606.677671
  nChanged 171
		SP:Iteration 4Q (24580.480000 sec): 3 clusters
  Score: Raw -428452.426345 + Penalty 2778.765447 = -425673.660898
  nChanged 158
		SP:Iteration 5Q (24580.660000 sec): 3 clusters
  Score: Raw -428519.849375 + Penalty 2778.765447 = -425741.083928
  nChanged 152
		SP:Iteration 6Q (24580.830000 sec): 3 clusters
  Score: Raw -428577.796160 + Penalty 2778.765447 = -425799.030714
  nChanged 132
		SP:Iteration 7Q (24580.980000 sec): 3 clusters
  Score: Raw -428623.801173 + Penalty 2778.765447 = -425845.035727
  nChanged 94
		SP:Iteration 8Q (24581.120000 sec): 3 clusters
  Score: Raw -428653.666496 + Penalty 2778.765447 = -425874.901049
  nChanged 90
		SP:Iteration 9Q (24581.260000 sec): 3 clusters
  Score: Raw -428682.419830 + Penalty 2778.765447 = -425903.654384
  nChanged 85
		SP:Iteration 10Q (24581.400000 sec): 3 clusters
  Score: Raw -428706.537296 + Penalty 2778.765447 = -425927.771849
  nChanged 75
		SP:Iteration 11Q (24581.580000 sec): 3 clusters
  Score: Raw -428726.942185 + Penalty 2778.765447 = -425948.176738
  nChanged 64
		SP:Iteration 12Q (24581.720000 sec): 3 clusters
  Score: Raw -428748.526322 + Penalty 2778.765447 = -425969.760875
  nChanged 58
		SP:Iteration 13Q (24581.860000 sec): 3 clusters
  Score: Raw -428765.324487 + Penalty 2778.765447 = -425986.559040
  nChanged 57
		SP:Iteration 14Q (24582.000000 sec): 3 clusters
  Score: Raw -428783.033625 + Penalty 2778.765447 = -426004.268178
  nChanged 61
		SP:Iteration 15Q (24582.140000 sec): 3 clusters
  Score: Raw -428806.244614 + Penalty 2778.765447 = -426027.479167
  nChanged 75
		SP:Iteration 16Q (24582.330000 sec): 3 clusters
  Score: Raw -428831.249056 + Penalty 2778.765447 = -426052.483610
  nChanged 75
		SP:Iteration 17Q (24582.480000 sec): 3 clusters
  Score: Raw -428857.007369 + Penalty 2778.765447 = -426078.241922
  nChanged 62
		SP:Iteration 18Q (24582.630000 sec): 3 clusters
  Score: Raw -428875.643520 + Penalty 2778.765447 = -426096.878074
  nChanged 54
		SP:Iteration 19Q (24582.770000 sec): 3 clusters
  Score: Raw -428893.257114 + Penalty 2778.765447 = -426114.491668
  nChanged 69
		SP:Iteration 20F (24582.950000 sec): 3 clusters
  Score: Raw -428918.598959 + Penalty 2778.765447 = -426139.833513
  nChanged 75
		SP:Iteration 21Q (24583.120000 sec): 3 clusters
  Score: Raw -428948.439741 + Penalty 2778.765447 = -426169.674294
  nChanged 72
		SP:Iteration 22Q (24583.290000 sec): 3 clusters
  Score: Raw -428978.352568 + Penalty 2778.765447 = -426199.587122
  nChanged 86
		SP:Iteration 23Q (24583.460000 sec): 3 clusters
  Score: Raw -429013.127510 + Penalty 2778.765447 = -426234.362063
  nChanged 101
		SP:Iteration 24Q (24583.610000 sec): 3 clusters
  Score: Raw -429067.204030 + Penalty 2778.765447 = -426288.438583
  nChanged 134
		SP:Iteration 25Q (24583.830000 sec): 3 clusters
  Score: Raw -429146.410515 + Penalty 2778.765447 = -426367.645068
  nChanged 163
		SP:Iteration 26Q (24584.010000 sec): 3 clusters
  Score: Raw -429242.064442 + Penalty 2778.765447 = -426463.298995
  nChanged 148
		SP:Iteration 27Q (24584.200000 sec): 3 clusters
  Score: Raw -429354.807144 + Penalty 2778.765447 = -426576.041698
  nChanged 169
		SP:Iteration 28Q (24584.440000 sec): 3 clusters
  Score: Raw -429492.387508 + Penalty 2778.765447 = -426713.622061
  nChanged 171
		SP:Iteration 29Q (24584.630000 sec): 3 clusters
  Score: Raw -429643.247628 + Penalty 2778.765447 = -426864.482182
  nChanged 186
		SP:Iteration 30Q (24584.810000 sec): 3 clusters
  Score: Raw -429779.223846 + Penalty 2778.765447 = -427000.458399
  nChanged 141
		SP:Iteration 31Q (24585.010000 sec): 3 clusters
  Score: Raw -429879.894423 + Penalty 2778.765447 = -427101.128977
  nChanged 128
		SP:Iteration 32Q (24585.210000 sec): 3 clusters
  Score: Raw -429958.253797 + Penalty 2778.765447 = -427179.488350
  nChanged 94
		SP:Iteration 33Q (24585.450000 sec): 3 clusters
  Score: Raw -430010.827449 + Penalty 2778.765447 = -427232.062002
  nChanged 82
		SP:Iteration 34Q (24585.610000 sec): 3 clusters
  Score: Raw -430059.578791 + Penalty 2778.765447 = -427280.813344
  nChanged 69
		SP:Iteration 35Q (24585.790000 sec): 3 clusters
  Score: Raw -430093.927055 + Penalty 2778.765447 = -427315.161608
  nChanged 64
		SP:Iteration 36Q (24586.030000 sec): 3 clusters
  Score: Raw -430124.432601 + Penalty 2778.765447 = -427345.667155
  nChanged 38
		SP:Iteration 37Q (24586.210000 sec): 3 clusters
  Score: Raw -430140.171004 + Penalty 2778.765447 = -427361.405558
  nChanged 34
		SP:Iteration 38Q (24586.430000 sec): 3 clusters
  Score: Raw -430152.152381 + Penalty 2778.765447 = -427373.386934
  nChanged 25
		SP:Iteration 39Q (24586.670000 sec): 3 clusters
  Score: Raw -430159.213750 + Penalty 2778.765447 = -427380.448303
  nChanged 14
		SP:Iteration 40F (24586.870000 sec): 3 clusters
  Score: Raw -430162.690539 + Penalty 2778.765447 = -427383.925092
  nChanged 12
		SP:Iteration 41Q (24587.030000 sec): 3 clusters
  Score: Raw -430164.595484 + Penalty 2778.765447 = -427385.830037
  nChanged 4
		SP:Iteration 42Q (24587.250000 sec): 3 clusters
  Score: Raw -430165.056865 + Penalty 2778.765447 = -427386.291418
  nChanged 0
		SP:Iteration 43F (24587.460000 sec): 3 clusters
  Score: Raw -430165.056865 + Penalty 2778.765447 = -427386.291418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (22169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24587.650000 sec): 2 clusters
  Score: Raw -1821595.708355 + Penalty 1626.048157 = -1819969.660199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24587.940000 sec): 3 clusters
  Score: Raw -1808141.177319 + Penalty 3252.096314 = -1804889.081005
  nChanged 10100
		SP:Iteration 1F (24588.240000 sec): 3 clusters
  Score: Raw -1813607.678465 + Penalty 3252.096314 = -1810355.582152
  nChanged 980
		SP:Iteration 2Q (24588.560000 sec): 3 clusters
  Score: Raw -1813905.135638 + Penalty 3252.096314 = -1810653.039324
  nChanged 820
		SP:Iteration 3Q (24588.950000 sec): 3 clusters
  Score: Raw -1814132.473158 + Penalty 3252.096314 = -1810880.376845
  nChanged 752
		SP:Iteration 4Q (24589.260000 sec): 3 clusters
  Score: Raw -1814378.049636 + Penalty 3252.096314 = -1811125.953323
  nChanged 812
		SP:Iteration 5Q (24589.600000 sec): 3 clusters
  Score: Raw -1814664.712317 + Penalty 3252.096314 = -1811412.616004
  nChanged 917
		SP:Iteration 6Q (24589.870000 sec): 3 clusters
  Score: Raw -1815065.899737 + Penalty 3252.096314 = -1811813.803423
  nChanged 1075
		SP:Iteration 7Q (24590.230000 sec): 3 clusters
  Score: Raw -1815615.178805 + Penalty 3252.096314 = -1812363.082492
  nChanged 1306
		SP:Iteration 8F (24590.560000 sec): 3 clusters
  Score: Raw -1816433.206168 + Penalty 3252.096314 = -1813181.109855
  nChanged 1512
		SP:Iteration 9F (24590.830000 sec): 3 clusters
  Score: Raw -1817571.660442 + Penalty 3252.096314 = -1814319.564128
  nChanged 1597
		SP:Iteration 10F (24591.160000 sec): 3 clusters
  Score: Raw -1818978.647703 + Penalty 3252.096314 = -1815726.551390
  nChanged 1367
		SP:Iteration 11F (24591.490000 sec): 3 clusters
  Score: Raw -1820262.809412 + Penalty 3252.096314 = -1817010.713099
  nChanged 847
		SP:Iteration 12Q (24591.820000 sec): 3 clusters
  Score: Raw -1821063.142121 + Penalty 3252.096314 = -1817811.045807
  nChanged 447
		SP:Iteration 13Q (24592.140000 sec): 3 clusters
  Score: Raw -1821490.144395 + Penalty 3252.096314 = -1818238.048081
  nChanged 166
		SP:Iteration 14Q (24592.380000 sec): 3 clusters
  Score: Raw -1821664.003367 + Penalty 3252.096314 = -1818411.907053
  nChanged 63
		SP:Iteration 15Q (24592.710000 sec): 3 clusters
  Score: Raw -1821736.629885 + Penalty 3252.096314 = -1818484.533571
  nChanged 40
		SP:Iteration 16Q (24592.990000 sec): 3 clusters
  Score: Raw -1821783.671950 + Penalty 3252.096314 = -1818531.575636
  nChanged 17
		SP:Iteration 17Q (24593.300000 sec): 3 clusters
  Score: Raw -1821802.533951 + Penalty 3252.096314 = -1818550.437637
  nChanged 8
		SP:Iteration 18Q (24593.600000 sec): 3 clusters
  Score: Raw -1821808.284999 + Penalty 3252.096314 = -1818556.188685
  nChanged 3
		SP:Iteration 19Q (24593.800000 sec): 3 clusters
  Score: Raw -1821812.304844 + Penalty 3252.096314 = -1818560.208530
  nChanged 2
		SP:Iteration 20F (24594.100000 sec): 3 clusters
  Score: Raw -1821814.876691 + Penalty 3252.096314 = -1818562.780378
  nChanged 1
		SP:Iteration 21Q (24594.390000 sec): 3 clusters
  Score: Raw -1821815.060257 + Penalty 3252.096314 = -1818562.963943
  nChanged 0
		SP:Iteration 22F (24594.670000 sec): 3 clusters
  Score: Raw -1821815.060257 + Penalty 3252.096314 = -1818562.963943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24594.810000 sec): 2 clusters
  Score: Raw -115942.545773 + Penalty 1203.294231 = -114739.251542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24594.960000 sec): 3 clusters
  Score: Raw -115264.242363 + Penalty 2406.588462 = -112857.653901
  nChanged 562
		SP:Iteration 1F (24595.090000 sec): 3 clusters
  Score: Raw -115787.288460 + Penalty 2406.588462 = -113380.699998
  nChanged 177
		SP:Iteration 2F (24595.220000 sec): 3 clusters
  Score: Raw -116029.113296 + Penalty 2406.588462 = -113622.524834
  nChanged 129
		SP:Iteration 3F (24595.400000 sec): 3 clusters
  Score: Raw -116286.704431 + Penalty 2406.588462 = -113880.115969
  nChanged 133
		SP:Iteration 4F (24595.570000 sec): 3 clusters
  Score: Raw -116571.816422 + Penalty 2406.588462 = -114165.227960
  nChanged 107
		SP:Iteration 5F (24595.740000 sec): 3 clusters
  Score: Raw -116797.332594 + Penalty 2406.588462 = -114390.744132
  nChanged 93
		SP:Iteration 6F (24595.920000 sec): 3 clusters
  Score: Raw -116929.478050 + Penalty 2406.588462 = -114522.889588
  nChanged 51
		SP:Iteration 7Q (24596.020000 sec): 3 clusters
  Score: Raw -116995.286901 + Penalty 2406.588462 = -114588.698439
  nChanged 38
		SP:Iteration 8Q (24596.160000 sec): 3 clusters
  Score: Raw -117034.599371 + Penalty 2406.588462 = -114628.010909
  nChanged 26
		SP:Iteration 9Q (24596.320000 sec): 3 clusters
  Score: Raw -117059.791280 + Penalty 2406.588462 = -114653.202818
  nChanged 16
		SP:Iteration 10Q (24596.470000 sec): 3 clusters
  Score: Raw -117071.664140 + Penalty 2406.588462 = -114665.075678
  nChanged 7
		SP:Iteration 11Q (24596.570000 sec): 3 clusters
  Score: Raw -117079.294877 + Penalty 2406.588462 = -114672.706415
  nChanged 11
		SP:Iteration 12Q (24596.700000 sec): 3 clusters
  Score: Raw -117089.611925 + Penalty 2406.588462 = -114683.023463
  nChanged 11
		SP:Iteration 13Q (24596.910000 sec): 3 clusters
  Score: Raw -117106.400265 + Penalty 2406.588462 = -114699.811803
  nChanged 15
		SP:Iteration 14Q (24597.090000 sec): 3 clusters
  Score: Raw -117131.077136 + Penalty 2406.588462 = -114724.488674
  nChanged 13
		SP:Iteration 15Q (24597.260000 sec): 3 clusters
  Score: Raw -117142.765225 + Penalty 2406.588462 = -114736.176763
  nChanged 6
		SP:Iteration 16Q (24597.460000 sec): 3 clusters
  Score: Raw -117148.470701 + Penalty 2406.588462 = -114741.882238
  nChanged 6
		SP:Iteration 17Q (24597.640000 sec): 3 clusters
  Score: Raw -117154.416984 + Penalty 2406.588462 = -114747.828522
  nChanged 6
		SP:Iteration 18Q (24597.800000 sec): 3 clusters
  Score: Raw -117163.425287 + Penalty 2406.588462 = -114756.836825
  nChanged 2
		SP:Iteration 19Q (24597.950000 sec): 3 clusters
  Score: Raw -117164.632929 + Penalty 2406.588462 = -114758.044467
  nChanged 2
		SP:Iteration 20F (24598.080000 sec): 3 clusters
  Score: Raw -117165.091150 + Penalty 2406.588462 = -114758.502688
  nChanged 1
		SP:Iteration 21Q (24598.270000 sec): 3 clusters
  Score: Raw -117165.432530 + Penalty 2406.588462 = -114758.844068
  nChanged 0
		SP:Iteration 22F (24598.450000 sec): 3 clusters
  Score: Raw -117165.432530 + Penalty 2406.588462 = -114758.844068
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24598.570000 sec): 2 clusters
  Score: Raw -187015.520541 + Penalty 1265.786367 = -185749.734174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24598.770000 sec): 3 clusters
  Score: Raw -185914.323517 + Penalty 2531.572734 = -183382.750783
  nChanged 893
		SP:Iteration 1F (24598.950000 sec): 3 clusters
  Score: Raw -186488.526693 + Penalty 2531.572734 = -183956.953959
  nChanged 232
		SP:Iteration 2F (24599.120000 sec): 3 clusters
  Score: Raw -186700.829232 + Penalty 2531.572734 = -184169.256498
  nChanged 162
		SP:Iteration 3F (24599.290000 sec): 3 clusters
  Score: Raw -186835.752915 + Penalty 2531.572734 = -184304.180181
  nChanged 143
		SP:Iteration 4F (24599.460000 sec): 3 clusters
  Score: Raw -186936.650312 + Penalty 2531.572734 = -184405.077578
  nChanged 99
		SP:Iteration 5Q (24599.620000 sec): 3 clusters
  Score: Raw -187005.115925 + Penalty 2531.572734 = -184473.543191
  nChanged 76
		SP:Iteration 6Q (24599.810000 sec): 3 clusters
  Score: Raw -187055.253176 + Penalty 2531.572734 = -184523.680442
  nChanged 58
		SP:Iteration 7Q (24600.010000 sec): 3 clusters
  Score: Raw -187092.433140 + Penalty 2531.572734 = -184560.860406
  nChanged 50
		SP:Iteration 8Q (24600.190000 sec): 3 clusters
  Score: Raw -187125.408955 + Penalty 2531.572734 = -184593.836221
  nChanged 45
		SP:Iteration 9Q (24600.370000 sec): 3 clusters
  Score: Raw -187155.649163 + Penalty 2531.572734 = -184624.076429
  nChanged 47
		SP:Iteration 10Q (24600.550000 sec): 3 clusters
  Score: Raw -187178.649507 + Penalty 2531.572734 = -184647.076773
  nChanged 34
		SP:Iteration 11Q (24600.750000 sec): 3 clusters
  Score: Raw -187198.413894 + Penalty 2531.572734 = -184666.841160
  nChanged 31
		SP:Iteration 12Q (24600.920000 sec): 3 clusters
  Score: Raw -187215.546004 + Penalty 2531.572734 = -184683.973270
  nChanged 24
		SP:Iteration 13Q (24601.130000 sec): 3 clusters
  Score: Raw -187227.518277 + Penalty 2531.572734 = -184695.945543
  nChanged 23
		SP:Iteration 14Q (24601.290000 sec): 3 clusters
  Score: Raw -187237.526850 + Penalty 2531.572734 = -184705.954116
  nChanged 25
		SP:Iteration 15Q (24601.400000 sec): 3 clusters
  Score: Raw -187251.621645 + Penalty 2531.572734 = -184720.048911
  nChanged 20
		SP:Iteration 16Q (24601.560000 sec): 3 clusters
  Score: Raw -187261.970484 + Penalty 2531.572734 = -184730.397750
  nChanged 17
		SP:Iteration 17Q (24601.760000 sec): 3 clusters
  Score: Raw -187270.197215 + Penalty 2531.572734 = -184738.624481
  nChanged 11
		SP:Iteration 18Q (24601.940000 sec): 3 clusters
  Score: Raw -187274.425722 + Penalty 2531.572734 = -184742.852988
  nChanged 7
		SP:Iteration 19Q (24602.120000 sec): 3 clusters
  Score: Raw -187276.867512 + Penalty 2531.572734 = -184745.294778
  nChanged 6
		SP:Iteration 20F (24602.330000 sec): 3 clusters
  Score: Raw -187279.705388 + Penalty 2531.572734 = -184748.132654
  nChanged 3
		SP:Iteration 21Q (24602.500000 sec): 3 clusters
  Score: Raw -187280.986523 + Penalty 2531.572734 = -184749.413789
  nChanged 3
		SP:Iteration 22Q (24602.660000 sec): 3 clusters
  Score: Raw -187282.265660 + Penalty 2531.572734 = -184750.692927
  nChanged 6
		SP:Iteration 23Q (24602.840000 sec): 3 clusters
  Score: Raw -187284.280915 + Penalty 2531.572734 = -184752.708181
  nChanged 8
		SP:Iteration 24Q (24603.000000 sec): 3 clusters
  Score: Raw -187286.526411 + Penalty 2531.572734 = -184754.953677
  nChanged 6
		SP:Iteration 25Q (24603.180000 sec): 3 clusters
  Score: Raw -187289.236453 + Penalty 2531.572734 = -184757.663719
  nChanged 3
		SP:Iteration 26Q (24603.310000 sec): 3 clusters
  Score: Raw -187291.636274 + Penalty 2531.572734 = -184760.063540
  nChanged 4
		SP:Iteration 27Q (24603.460000 sec): 3 clusters
  Score: Raw -187293.404147 + Penalty 2531.572734 = -184761.831413
  nChanged 3
		SP:Iteration 28Q (24603.640000 sec): 3 clusters
  Score: Raw -187294.662605 + Penalty 2531.572734 = -184763.089871
  nChanged 1
		SP:Iteration 29Q (24603.830000 sec): 3 clusters
  Score: Raw -187294.899336 + Penalty 2531.572734 = -184763.326602
  nChanged 1
		SP:Iteration 30Q (24604.020000 sec): 3 clusters
  Score: Raw -187295.633083 + Penalty 2531.572734 = -184764.060349
  nChanged 1
		SP:Iteration 31Q (24604.230000 sec): 3 clusters
  Score: Raw -187296.028484 + Penalty 2531.572734 = -184764.455750
  nChanged 1
		SP:Iteration 32Q (24604.360000 sec): 3 clusters
  Score: Raw -187296.674914 + Penalty 2531.572734 = -184765.102180
  nChanged 1
		SP:Iteration 33Q (24604.570000 sec): 3 clusters
  Score: Raw -187297.387009 + Penalty 2531.572734 = -184765.814275
  nChanged 0
		SP:Iteration 34F (24604.730000 sec): 3 clusters
  Score: Raw -187297.387009 + Penalty 2531.572734 = -184765.814275
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (2303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24604.860000 sec): 2 clusters
  Score: Raw -157948.515606 + Penalty 1258.069784 = -156690.445822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24605.040000 sec): 3 clusters
  Score: Raw -156965.015243 + Penalty 2516.139567 = -154448.875675
  nChanged 853
		SP:Iteration 1F (24605.210000 sec): 3 clusters
  Score: Raw -157690.291081 + Penalty 2516.139567 = -155174.151514
  nChanged 251
		SP:Iteration 2F (24605.400000 sec): 3 clusters
  Score: Raw -158041.143441 + Penalty 2516.139567 = -155525.003874
  nChanged 191
		SP:Iteration 3F (24605.600000 sec): 3 clusters
  Score: Raw -158310.293257 + Penalty 2516.139567 = -155794.153690
  nChanged 157
		SP:Iteration 4F (24605.760000 sec): 3 clusters
  Score: Raw -158511.196715 + Penalty 2516.139567 = -155995.057148
  nChanged 105
		SP:Iteration 5Q (24605.960000 sec): 3 clusters
  Score: Raw -158625.842146 + Penalty 2516.139567 = -156109.702578
  nChanged 64
		SP:Iteration 6Q (24606.200000 sec): 3 clusters
  Score: Raw -158704.438824 + Penalty 2516.139567 = -156188.299257
  nChanged 61
		SP:Iteration 7Q (24606.330000 sec): 3 clusters
  Score: Raw -158754.249900 + Penalty 2516.139567 = -156238.110333
  nChanged 48
		SP:Iteration 8Q (24606.540000 sec): 3 clusters
  Score: Raw -158796.611372 + Penalty 2516.139567 = -156280.471805
  nChanged 38
		SP:Iteration 9Q (24606.660000 sec): 3 clusters
  Score: Raw -158839.335332 + Penalty 2516.139567 = -156323.195764
  nChanged 31
		SP:Iteration 10Q (24606.840000 sec): 3 clusters
  Score: Raw -158870.557749 + Penalty 2516.139567 = -156354.418181
  nChanged 31
		SP:Iteration 11Q (24607.020000 sec): 3 clusters
  Score: Raw -158893.877127 + Penalty 2516.139567 = -156377.737559
  nChanged 23
		SP:Iteration 12Q (24607.170000 sec): 3 clusters
  Score: Raw -158918.067359 + Penalty 2516.139567 = -156401.927792
  nChanged 23
		SP:Iteration 13Q (24607.320000 sec): 3 clusters
  Score: Raw -158935.764733 + Penalty 2516.139567 = -156419.625165
  nChanged 21
		SP:Iteration 14Q (24607.500000 sec): 3 clusters
  Score: Raw -158952.991612 + Penalty 2516.139567 = -156436.852045
  nChanged 21
		SP:Iteration 15Q (24607.640000 sec): 3 clusters
  Score: Raw -158970.122785 + Penalty 2516.139567 = -156453.983217
  nChanged 23
		SP:Iteration 16Q (24607.800000 sec): 3 clusters
  Score: Raw -158984.677247 + Penalty 2516.139567 = -156468.537680
  nChanged 16
		SP:Iteration 17Q (24607.990000 sec): 3 clusters
  Score: Raw -158991.354465 + Penalty 2516.139567 = -156475.214898
  nChanged 9
		SP:Iteration 18Q (24608.170000 sec): 3 clusters
  Score: Raw -158994.706975 + Penalty 2516.139567 = -156478.567408
  nChanged 11
		SP:Iteration 19Q (24608.350000 sec): 3 clusters
  Score: Raw -158999.975697 + Penalty 2516.139567 = -156483.836130
  nChanged 5
		SP:Iteration 20F (24608.570000 sec): 3 clusters
  Score: Raw -159001.856768 + Penalty 2516.139567 = -156485.717201
  nChanged 3
		SP:Iteration 21Q (24608.710000 sec): 3 clusters
  Score: Raw -159003.404293 + Penalty 2516.139567 = -156487.264726
  nChanged 2
		SP:Iteration 22Q (24608.890000 sec): 3 clusters
  Score: Raw -159004.512655 + Penalty 2516.139567 = -156488.373088
  nChanged 1
		SP:Iteration 23Q (24609.050000 sec): 3 clusters
  Score: Raw -159004.894654 + Penalty 2516.139567 = -156488.755087
  nChanged 0
		SP:Iteration 24F (24609.270000 sec): 3 clusters
  Score: Raw -159004.894654 + Penalty 2516.139567 = -156488.755087
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (5681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24609.420000 sec): 2 clusters
  Score: Raw -434826.504130 + Penalty 1404.793415 = -433421.710715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24609.650000 sec): 3 clusters
  Score: Raw -431910.503021 + Penalty 2809.586830 = -429100.916191
  nChanged 2289
		SP:Iteration 1F (24609.830000 sec): 3 clusters
  Score: Raw -433242.319452 + Penalty 2809.586830 = -430432.732622
  nChanged 452
		SP:Iteration 2F (24609.990000 sec): 3 clusters
  Score: Raw -433541.096867 + Penalty 2809.586830 = -430731.510038
  nChanged 363
		SP:Iteration 3F (24610.170000 sec): 3 clusters
  Score: Raw -433776.030413 + Penalty 2809.586830 = -430966.443584
  nChanged 340
		SP:Iteration 4F (24610.330000 sec): 3 clusters
  Score: Raw -434009.655632 + Penalty 2809.586830 = -431200.068802
  nChanged 288
		SP:Iteration 5F (24610.510000 sec): 3 clusters
  Score: Raw -434224.239269 + Penalty 2809.586830 = -431414.652440
  nChanged 252
		SP:Iteration 6Q (24610.690000 sec): 3 clusters
  Score: Raw -434446.805555 + Penalty 2809.586830 = -431637.218725
  nChanged 218
		SP:Iteration 7Q (24610.870000 sec): 3 clusters
  Score: Raw -434631.651479 + Penalty 2809.586830 = -431822.064650
  nChanged 166
		SP:Iteration 8Q (24611.060000 sec): 3 clusters
  Score: Raw -434763.284965 + Penalty 2809.586830 = -431953.698135
  nChanged 168
		SP:Iteration 9Q (24611.250000 sec): 3 clusters
  Score: Raw -434857.784473 + Penalty 2809.586830 = -432048.197644
  nChanged 156
		SP:Iteration 10Q (24611.440000 sec): 3 clusters
  Score: Raw -434935.641991 + Penalty 2809.586830 = -432126.055162
  nChanged 143
		SP:Iteration 11Q (24611.650000 sec): 3 clusters
  Score: Raw -434996.535291 + Penalty 2809.586830 = -432186.948462
  nChanged 130
		SP:Iteration 12Q (24611.850000 sec): 3 clusters
  Score: Raw -435059.024657 + Penalty 2809.586830 = -432249.437827
  nChanged 143
		SP:Iteration 13Q (24612.010000 sec): 3 clusters
  Score: Raw -435130.696615 + Penalty 2809.586830 = -432321.109785
  nChanged 160
		SP:Iteration 14Q (24612.190000 sec): 3 clusters
  Score: Raw -435210.975449 + Penalty 2809.586830 = -432401.388620
  nChanged 172
		SP:Iteration 15Q (24612.330000 sec): 3 clusters
  Score: Raw -435312.935505 + Penalty 2809.586830 = -432503.348675
  nChanged 189
		SP:Iteration 16Q (24612.470000 sec): 3 clusters
  Score: Raw -435434.909189 + Penalty 2809.586830 = -432625.322359
  nChanged 200
		SP:Iteration 17Q (24612.610000 sec): 3 clusters
  Score: Raw -435552.555499 + Penalty 2809.586830 = -432742.968670
  nChanged 187
		SP:Iteration 18Q (24612.740000 sec): 3 clusters
  Score: Raw -435659.023529 + Penalty 2809.586830 = -432849.436700
  nChanged 162
		SP:Iteration 19Q (24612.880000 sec): 3 clusters
  Score: Raw -435748.125031 + Penalty 2809.586830 = -432938.538201
  nChanged 150
		SP:Iteration 20F (24613.020000 sec): 3 clusters
  Score: Raw -435825.187963 + Penalty 2809.586830 = -433015.601133
  nChanged 138
		SP:Iteration 21Q (24613.160000 sec): 3 clusters
  Score: Raw -435903.018332 + Penalty 2809.586830 = -433093.431503
  nChanged 137
		SP:Iteration 22Q (24613.300000 sec): 3 clusters
  Score: Raw -435997.161787 + Penalty 2809.586830 = -433187.574957
  nChanged 162
		SP:Iteration 23Q (24613.440000 sec): 3 clusters
  Score: Raw -436114.793075 + Penalty 2809.586830 = -433305.206245
  nChanged 150
		SP:Iteration 24Q (24613.650000 sec): 3 clusters
  Score: Raw -436225.261711 + Penalty 2809.586830 = -433415.674881
  nChanged 132
		SP:Iteration 25Q (24613.810000 sec): 3 clusters
  Score: Raw -436310.936107 + Penalty 2809.586830 = -433501.349277
  nChanged 99
		SP:Iteration 26Q (24613.970000 sec): 3 clusters
  Score: Raw -436380.891102 + Penalty 2809.586830 = -433571.304273
  nChanged 86
		SP:Iteration 27Q (24614.150000 sec): 3 clusters
  Score: Raw -436437.492698 + Penalty 2809.586830 = -433627.905869
  nChanged 74
		SP:Iteration 28Q (24614.320000 sec): 3 clusters
  Score: Raw -436481.499052 + Penalty 2809.586830 = -433671.912222
  nChanged 54
		SP:Iteration 29Q (24614.480000 sec): 3 clusters
  Score: Raw -436505.454841 + Penalty 2809.586830 = -433695.868012
  nChanged 38
		SP:Iteration 30Q (24614.660000 sec): 3 clusters
  Score: Raw -436519.327414 + Penalty 2809.586830 = -433709.740584
  nChanged 36
		SP:Iteration 31Q (24614.850000 sec): 3 clusters
  Score: Raw -436540.278389 + Penalty 2809.586830 = -433730.691559
  nChanged 37
		SP:Iteration 32Q (24615.050000 sec): 3 clusters
  Score: Raw -436565.935284 + Penalty 2809.586830 = -433756.348454
  nChanged 40
		SP:Iteration 33Q (24615.200000 sec): 3 clusters
  Score: Raw -436593.071188 + Penalty 2809.586830 = -433783.484359
  nChanged 37
		SP:Iteration 34Q (24615.350000 sec): 3 clusters
  Score: Raw -436624.583671 + Penalty 2809.586830 = -433814.996842
  nChanged 33
		SP:Iteration 35Q (24615.510000 sec): 3 clusters
  Score: Raw -436664.308991 + Penalty 2809.586830 = -433854.722162
  nChanged 38
		SP:Iteration 36Q (24615.680000 sec): 3 clusters
  Score: Raw -436712.566478 + Penalty 2809.586830 = -433902.979649
  nChanged 34
		SP:Iteration 37Q (24615.830000 sec): 3 clusters
  Score: Raw -436742.446233 + Penalty 2809.586830 = -433932.859404
  nChanged 25
		SP:Iteration 38Q (24615.970000 sec): 3 clusters
  Score: Raw -436763.108884 + Penalty 2809.586830 = -433953.522055
  nChanged 15
		SP:Iteration 39Q (24616.110000 sec): 3 clusters
  Score: Raw -436772.592428 + Penalty 2809.586830 = -433963.005598
  nChanged 9
		SP:Iteration 40F (24616.250000 sec): 3 clusters
  Score: Raw -436779.309690 + Penalty 2809.586830 = -433969.722861
  nChanged 3
		SP:Iteration 41Q (24616.380000 sec): 3 clusters
  Score: Raw -436781.038018 + Penalty 2809.586830 = -433971.451188
  nChanged 4
		SP:Iteration 42Q (24616.520000 sec): 3 clusters
  Score: Raw -436782.503457 + Penalty 2809.586830 = -433972.916628
  nChanged 0
		SP:Iteration 43F (24616.660000 sec): 3 clusters
  Score: Raw -436782.503457 + Penalty 2809.586830 = -433972.916628
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24616.770000 sec): 2 clusters
  Score: Raw -170068.962066 + Penalty 1248.553098 = -168820.408967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24616.960000 sec): 3 clusters
  Score: Raw -169130.046008 + Penalty 2497.106196 = -166632.939811
  nChanged 759
		SP:Iteration 1F (24617.130000 sec): 3 clusters
  Score: Raw -169671.202090 + Penalty 2497.106196 = -167174.095894
  nChanged 214
		SP:Iteration 2F (24617.290000 sec): 3 clusters
  Score: Raw -169870.509257 + Penalty 2497.106196 = -167373.403061
  nChanged 152
		SP:Iteration 3F (24617.450000 sec): 3 clusters
  Score: Raw -170044.864777 + Penalty 2497.106196 = -167547.758581
  nChanged 139
		SP:Iteration 4F (24617.610000 sec): 3 clusters
  Score: Raw -170267.500110 + Penalty 2497.106196 = -167770.393913
  nChanged 127
		SP:Iteration 5F (24617.770000 sec): 3 clusters
  Score: Raw -170525.545510 + Penalty 2497.106196 = -168028.439313
  nChanged 120
		SP:Iteration 6F (24617.930000 sec): 3 clusters
  Score: Raw -170728.601484 + Penalty 2497.106196 = -168231.495288
  nChanged 91
		SP:Iteration 7Q (24618.090000 sec): 3 clusters
  Score: Raw -170854.619821 + Penalty 2497.106196 = -168357.513624
  nChanged 80
		SP:Iteration 8Q (24618.250000 sec): 3 clusters
  Score: Raw -170930.534347 + Penalty 2497.106196 = -168433.428150
  nChanged 48
		SP:Iteration 9Q (24618.410000 sec): 3 clusters
  Score: Raw -170960.543188 + Penalty 2497.106196 = -168463.436992
  nChanged 36
		SP:Iteration 10Q (24618.570000 sec): 3 clusters
  Score: Raw -170979.204620 + Penalty 2497.106196 = -168482.098424
  nChanged 17
		SP:Iteration 11Q (24618.730000 sec): 3 clusters
  Score: Raw -170989.474263 + Penalty 2497.106196 = -168492.368067
  nChanged 20
		SP:Iteration 12Q (24618.890000 sec): 3 clusters
  Score: Raw -171001.691030 + Penalty 2497.106196 = -168504.584834
  nChanged 19
		SP:Iteration 13Q (24619.060000 sec): 3 clusters
  Score: Raw -171010.068240 + Penalty 2497.106196 = -168512.962044
  nChanged 13
		SP:Iteration 14Q (24619.330000 sec): 3 clusters
  Score: Raw -171018.300383 + Penalty 2497.106196 = -168521.194186
  nChanged 19
		SP:Iteration 15Q (24619.600000 sec): 3 clusters
  Score: Raw -171029.401446 + Penalty 2497.106196 = -168532.295250
  nChanged 19
		SP:Iteration 16Q (24619.810000 sec): 3 clusters
  Score: Raw -171041.750595 + Penalty 2497.106196 = -168544.644398
  nChanged 23
		SP:Iteration 17Q (24620.040000 sec): 3 clusters
  Score: Raw -171056.550094 + Penalty 2497.106196 = -168559.443898
  nChanged 22
		SP:Iteration 18Q (24620.230000 sec): 3 clusters
  Score: Raw -171073.710414 + Penalty 2497.106196 = -168576.604218
  nChanged 16
		SP:Iteration 19Q (24620.390000 sec): 3 clusters
  Score: Raw -171088.222698 + Penalty 2497.106196 = -168591.116502
  nChanged 21
		SP:Iteration 20F (24620.600000 sec): 3 clusters
  Score: Raw -171104.175380 + Penalty 2497.106196 = -168607.069184
  nChanged 19
		SP:Iteration 21Q (24620.740000 sec): 3 clusters
  Score: Raw -171115.082419 + Penalty 2497.106196 = -168617.976223
  nChanged 9
		SP:Iteration 22Q (24620.880000 sec): 3 clusters
  Score: Raw -171122.844348 + Penalty 2497.106196 = -168625.738151
  nChanged 12
		SP:Iteration 23Q (24621.020000 sec): 3 clusters
  Score: Raw -171130.935282 + Penalty 2497.106196 = -168633.829085
  nChanged 13
		SP:Iteration 24Q (24621.160000 sec): 3 clusters
  Score: Raw -171141.785436 + Penalty 2497.106196 = -168644.679240
  nChanged 15
		SP:Iteration 25Q (24621.250000 sec): 3 clusters
  Score: Raw -171153.272378 + Penalty 2497.106196 = -168656.166182
  nChanged 11
		SP:Iteration 26Q (24621.410000 sec): 3 clusters
  Score: Raw -171156.808516 + Penalty 2497.106196 = -168659.702320
  nChanged 4
		SP:Iteration 27Q (24621.540000 sec): 3 clusters
  Score: Raw -171157.771172 + Penalty 2497.106196 = -168660.664976
  nChanged 3
		SP:Iteration 28Q (24621.680000 sec): 3 clusters
  Score: Raw -171158.412600 + Penalty 2497.106196 = -168661.306404
  nChanged 3
		SP:Iteration 29Q (24621.930000 sec): 3 clusters
  Score: Raw -171159.412206 + Penalty 2497.106196 = -168662.306010
  nChanged 2
		SP:Iteration 30Q (24622.060000 sec): 3 clusters
  Score: Raw -171159.831121 + Penalty 2497.106196 = -168662.724924
  nChanged 4
		SP:Iteration 31Q (24622.290000 sec): 3 clusters
  Score: Raw -171162.446063 + Penalty 2497.106196 = -168665.339866
  nChanged 5
		SP:Iteration 32Q (24622.480000 sec): 3 clusters
  Score: Raw -171165.327186 + Penalty 2497.106196 = -168668.220989
  nChanged 9
		SP:Iteration 33Q (24622.650000 sec): 3 clusters
  Score: Raw -171173.042823 + Penalty 2497.106196 = -168675.936627
  nChanged 6
		SP:Iteration 34Q (24622.770000 sec): 3 clusters
  Score: Raw -171175.730915 + Penalty 2497.106196 = -168678.624718
  nChanged 4
		SP:Iteration 35Q (24622.960000 sec): 3 clusters
  Score: Raw -171176.893405 + Penalty 2497.106196 = -168679.787209
  nChanged 2
		SP:Iteration 36Q (24623.120000 sec): 3 clusters
  Score: Raw -171177.674978 + Penalty 2497.106196 = -168680.568782
  nChanged 4
		SP:Iteration 37Q (24623.230000 sec): 3 clusters
  Score: Raw -171179.114187 + Penalty 2497.106196 = -168682.007990
  nChanged 2
		SP:Iteration 38Q (24623.360000 sec): 3 clusters
  Score: Raw -171179.655372 + Penalty 2497.106196 = -168682.549176
  nChanged 0
		SP:Iteration 39F (24623.480000 sec): 3 clusters
  Score: Raw -171179.655372 + Penalty 2497.106196 = -168682.549176
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (9341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24623.640000 sec): 2 clusters
  Score: Raw -779629.302270 + Penalty 1485.602396 = -778143.699874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24623.810000 sec): 3 clusters
  Score: Raw -774380.493768 + Penalty 2971.204792 = -771409.288975
  nChanged 4023
		SP:Iteration 1F (24624.030000 sec): 3 clusters
  Score: Raw -776529.690960 + Penalty 2971.204792 = -773558.486168
  nChanged 634
		SP:Iteration 2F (24624.180000 sec): 3 clusters
  Score: Raw -776863.988902 + Penalty 2971.204792 = -773892.784109
  nChanged 591
		SP:Iteration 3F (24624.400000 sec): 3 clusters
  Score: Raw -777154.028094 + Penalty 2971.204792 = -774182.823301
  nChanged 489
		SP:Iteration 4F (24624.620000 sec): 3 clusters
  Score: Raw -777381.211854 + Penalty 2971.204792 = -774410.007061
  nChanged 437
		SP:Iteration 5Q (24624.890000 sec): 3 clusters
  Score: Raw -777610.714452 + Penalty 2971.204792 = -774639.509660
  nChanged 436
		SP:Iteration 6Q (24625.090000 sec): 3 clusters
  Score: Raw -777847.504810 + Penalty 2971.204792 = -774876.300017
  nChanged 444
		SP:Iteration 7Q (24625.340000 sec): 3 clusters
  Score: Raw -778053.959164 + Penalty 2971.204792 = -775082.754372
  nChanged 358
		SP:Iteration 8Q (24625.580000 sec): 3 clusters
  Score: Raw -778214.031429 + Penalty 2971.204792 = -775242.826637
  nChanged 258
		SP:Iteration 9Q (24625.770000 sec): 3 clusters
  Score: Raw -778309.799140 + Penalty 2971.204792 = -775338.594347
  nChanged 213
		SP:Iteration 10Q (24626.070000 sec): 3 clusters
  Score: Raw -778382.967023 + Penalty 2971.204792 = -775411.762231
  nChanged 187
		SP:Iteration 11Q (24626.310000 sec): 3 clusters
  Score: Raw -778441.162741 + Penalty 2971.204792 = -775469.957949
  nChanged 163
		SP:Iteration 12Q (24626.530000 sec): 3 clusters
  Score: Raw -778487.112503 + Penalty 2971.204792 = -775515.907710
  nChanged 126
		SP:Iteration 13Q (24626.810000 sec): 3 clusters
  Score: Raw -778522.338231 + Penalty 2971.204792 = -775551.133439
  nChanged 128
		SP:Iteration 14Q (24627.040000 sec): 3 clusters
  Score: Raw -778562.448524 + Penalty 2971.204792 = -775591.243732
  nChanged 132
		SP:Iteration 15Q (24627.320000 sec): 3 clusters
  Score: Raw -778607.512202 + Penalty 2971.204792 = -775636.307409
  nChanged 138
		SP:Iteration 16Q (24627.530000 sec): 3 clusters
  Score: Raw -778653.507491 + Penalty 2971.204792 = -775682.302699
  nChanged 158
		SP:Iteration 17Q (24627.800000 sec): 3 clusters
  Score: Raw -778708.697024 + Penalty 2971.204792 = -775737.492232
  nChanged 152
		SP:Iteration 18Q (24628.050000 sec): 3 clusters
  Score: Raw -778770.060313 + Penalty 2971.204792 = -775798.855520
  nChanged 180
		SP:Iteration 19Q (24628.220000 sec): 3 clusters
  Score: Raw -778859.018945 + Penalty 2971.204792 = -775887.814152
  nChanged 196
		SP:Iteration 20F (24628.420000 sec): 3 clusters
  Score: Raw -778949.033653 + Penalty 2971.204792 = -775977.828860
  nChanged 185
		SP:Iteration 21Q (24628.650000 sec): 3 clusters
  Score: Raw -779028.021198 + Penalty 2971.204792 = -776056.816405
  nChanged 198
		SP:Iteration 22Q (24628.850000 sec): 3 clusters
  Score: Raw -779112.817420 + Penalty 2971.204792 = -776141.612627
  nChanged 167
		SP:Iteration 23Q (24629.100000 sec): 3 clusters
  Score: Raw -779186.430618 + Penalty 2971.204792 = -776215.225826
  nChanged 139
		SP:Iteration 24Q (24629.310000 sec): 3 clusters
  Score: Raw -779245.187414 + Penalty 2971.204792 = -776273.982622
  nChanged 140
		SP:Iteration 25Q (24629.530000 sec): 3 clusters
  Score: Raw -779308.161358 + Penalty 2971.204792 = -776336.956566
  nChanged 123
		SP:Iteration 26Q (24629.710000 sec): 3 clusters
  Score: Raw -779363.884014 + Penalty 2971.204792 = -776392.679222
  nChanged 121
		SP:Iteration 27Q (24630.000000 sec): 3 clusters
  Score: Raw -779422.754866 + Penalty 2971.204792 = -776451.550074
  nChanged 115
		SP:Iteration 28Q (24630.190000 sec): 3 clusters
  Score: Raw -779470.554554 + Penalty 2971.204792 = -776499.349762
  nChanged 96
		SP:Iteration 29Q (24630.420000 sec): 3 clusters
  Score: Raw -779508.420711 + Penalty 2971.204792 = -776537.215919
  nChanged 86
		SP:Iteration 30Q (24630.640000 sec): 3 clusters
  Score: Raw -779538.825750 + Penalty 2971.204792 = -776567.620958
  nChanged 65
		SP:Iteration 31Q (24630.860000 sec): 3 clusters
  Score: Raw -779563.450031 + Penalty 2971.204792 = -776592.245239
  nChanged 69
		SP:Iteration 32Q (24631.050000 sec): 3 clusters
  Score: Raw -779591.986331 + Penalty 2971.204792 = -776620.781539
  nChanged 71
		SP:Iteration 33Q (24631.300000 sec): 3 clusters
  Score: Raw -779621.650725 + Penalty 2971.204792 = -776650.445932
  nChanged 64
		SP:Iteration 34Q (24631.520000 sec): 3 clusters
  Score: Raw -779651.290405 + Penalty 2971.204792 = -776680.085613
  nChanged 60
		SP:Iteration 35Q (24631.780000 sec): 3 clusters
  Score: Raw -779682.439932 + Penalty 2971.204792 = -776711.235140
  nChanged 62
		SP:Iteration 36Q (24632.010000 sec): 3 clusters
  Score: Raw -779705.039010 + Penalty 2971.204792 = -776733.834217
  nChanged 46
		SP:Iteration 37Q (24632.170000 sec): 3 clusters
  Score: Raw -779720.801610 + Penalty 2971.204792 = -776749.596818
  nChanged 46
		SP:Iteration 38Q (24632.420000 sec): 3 clusters
  Score: Raw -779738.711028 + Penalty 2971.204792 = -776767.506236
  nChanged 40
		SP:Iteration 39Q (24632.640000 sec): 3 clusters
  Score: Raw -779752.810042 + Penalty 2971.204792 = -776781.605249
  nChanged 35
		SP:Iteration 40F (24632.850000 sec): 3 clusters
  Score: Raw -779765.181827 + Penalty 2971.204792 = -776793.977035
  nChanged 25
		SP:Iteration 41Q (24633.010000 sec): 3 clusters
  Score: Raw -779775.823875 + Penalty 2971.204792 = -776804.619083
  nChanged 32
		SP:Iteration 42Q (24633.260000 sec): 3 clusters
  Score: Raw -779786.006028 + Penalty 2971.204792 = -776814.801235
  nChanged 27
		SP:Iteration 43Q (24633.470000 sec): 3 clusters
  Score: Raw -779795.239556 + Penalty 2971.204792 = -776824.034764
  nChanged 24
		SP:Iteration 44Q (24633.690000 sec): 3 clusters
  Score: Raw -779804.710321 + Penalty 2971.204792 = -776833.505529
  nChanged 28
		SP:Iteration 45Q (24633.940000 sec): 3 clusters
  Score: Raw -779815.298568 + Penalty 2971.204792 = -776844.093775
  nChanged 24
		SP:Iteration 46Q (24634.130000 sec): 3 clusters
  Score: Raw -779825.420156 + Penalty 2971.204792 = -776854.215363
  nChanged 31
		SP:Iteration 47Q (24634.370000 sec): 3 clusters
  Score: Raw -779840.042639 + Penalty 2971.204792 = -776868.837847
  nChanged 39
		SP:Iteration 48Q (24634.600000 sec): 3 clusters
  Score: Raw -779853.291746 + Penalty 2971.204792 = -776882.086953
  nChanged 29
		SP:Iteration 49Q (24634.810000 sec): 3 clusters
  Score: Raw -779861.875126 + Penalty 2971.204792 = -776890.670333
  nChanged 24
		SP:Iteration 50Q (24635.010000 sec): 3 clusters
  Score: Raw -779870.540783 + Penalty 2971.204792 = -776899.335991
  nChanged 23
		SP:Iteration 51Q (24635.280000 sec): 3 clusters
  Score: Raw -779877.582893 + Penalty 2971.204792 = -776906.378100
  nChanged 19
		SP:Iteration 52Q (24635.490000 sec): 3 clusters
  Score: Raw -779883.309742 + Penalty 2971.204792 = -776912.104949
  nChanged 12
		SP:Iteration 53Q (24635.720000 sec): 3 clusters
  Score: Raw -779887.301416 + Penalty 2971.204792 = -776916.096624
  nChanged 13
		SP:Iteration 54Q (24635.920000 sec): 3 clusters
  Score: Raw -779889.914063 + Penalty 2971.204792 = -776918.709270
  nChanged 6
		SP:Iteration 55Q (24636.150000 sec): 3 clusters
  Score: Raw -779891.411749 + Penalty 2971.204792 = -776920.206957
  nChanged 10
		SP:Iteration 56Q (24636.380000 sec): 3 clusters
  Score: Raw -779893.175179 + Penalty 2971.204792 = -776921.970386
  nChanged 7
		SP:Iteration 57Q (24636.590000 sec): 3 clusters
  Score: Raw -779894.409951 + Penalty 2971.204792 = -776923.205159
  nChanged 8
		SP:Iteration 58Q (24636.840000 sec): 3 clusters
  Score: Raw -779895.675744 + Penalty 2971.204792 = -776924.470952
  nChanged 4
		SP:Iteration 59Q (24637.080000 sec): 3 clusters
  Score: Raw -779896.550779 + Penalty 2971.204792 = -776925.345987
  nChanged 6
		SP:Iteration 60F (24637.280000 sec): 3 clusters
  Score: Raw -779897.792570 + Penalty 2971.204792 = -776926.587777
  nChanged 5
		SP:Iteration 61Q (24637.520000 sec): 3 clusters
  Score: Raw -779898.990011 + Penalty 2971.204792 = -776927.785219
  nChanged 6
		SP:Iteration 62Q (24637.750000 sec): 3 clusters
  Score: Raw -779900.525857 + Penalty 2971.204792 = -776929.321065
  nChanged 8
		SP:Iteration 63Q (24637.920000 sec): 3 clusters
  Score: Raw -779903.456757 + Penalty 2971.204792 = -776932.251964
  nChanged 5
		SP:Iteration 64Q (24638.190000 sec): 3 clusters
  Score: Raw -779904.650427 + Penalty 2971.204792 = -776933.445635
  nChanged 9
		SP:Iteration 65Q (24638.400000 sec): 3 clusters
  Score: Raw -779908.251145 + Penalty 2971.204792 = -776937.046352
  nChanged 11
		SP:Iteration 66Q (24638.630000 sec): 3 clusters
  Score: Raw -779912.947962 + Penalty 2971.204792 = -776941.743169
  nChanged 13
		SP:Iteration 67Q (24638.910000 sec): 3 clusters
  Score: Raw -779919.079634 + Penalty 2971.204792 = -776947.874842
  nChanged 14
		SP:Iteration 68Q (24639.120000 sec): 3 clusters
  Score: Raw -779922.646401 + Penalty 2971.204792 = -776951.441608
  nChanged 6
		SP:Iteration 69Q (24639.340000 sec): 3 clusters
  Score: Raw -779924.313580 + Penalty 2971.204792 = -776953.108787
  nChanged 2
		SP:Iteration 70Q (24639.610000 sec): 3 clusters
  Score: Raw -779924.552296 + Penalty 2971.204792 = -776953.347504
  nChanged 1
		SP:Iteration 71Q (24639.860000 sec): 3 clusters
  Score: Raw -779924.810434 + Penalty 2971.204792 = -776953.605642
  nChanged 0
		SP:Iteration 72F (24640.080000 sec): 3 clusters
  Score: Raw -779924.810434 + Penalty 2971.204792 = -776953.605642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (2306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24640.200000 sec): 2 clusters
  Score: Raw -187355.549134 + Penalty 1258.281326 = -186097.267807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24640.350000 sec): 3 clusters
  Score: Raw -186322.968122 + Penalty 2516.562653 = -183806.405469
  nChanged 871
		SP:Iteration 1F (24640.520000 sec): 3 clusters
  Score: Raw -186997.843917 + Penalty 2516.562653 = -184481.281264
  nChanged 256
		SP:Iteration 2F (24640.690000 sec): 3 clusters
  Score: Raw -187415.057280 + Penalty 2516.562653 = -184898.494627
  nChanged 221
		SP:Iteration 3F (24640.870000 sec): 3 clusters
  Score: Raw -187698.339647 + Penalty 2516.562653 = -185181.776994
  nChanged 167
		SP:Iteration 4F (24641.010000 sec): 3 clusters
  Score: Raw -187886.561390 + Penalty 2516.562653 = -185369.998737
  nChanged 126
		SP:Iteration 5F (24641.150000 sec): 3 clusters
  Score: Raw -188032.504635 + Penalty 2516.562653 = -185515.941982
  nChanged 89
		SP:Iteration 6Q (24641.360000 sec): 3 clusters
  Score: Raw -188108.083739 + Penalty 2516.562653 = -185591.521087
  nChanged 46
		SP:Iteration 7Q (24641.500000 sec): 3 clusters
  Score: Raw -188133.662362 + Penalty 2516.562653 = -185617.099709
  nChanged 28
		SP:Iteration 8Q (24641.630000 sec): 3 clusters
  Score: Raw -188152.215442 + Penalty 2516.562653 = -185635.652789
  nChanged 21
		SP:Iteration 9Q (24641.760000 sec): 3 clusters
  Score: Raw -188166.342149 + Penalty 2516.562653 = -185649.779496
  nChanged 16
		SP:Iteration 10Q (24641.920000 sec): 3 clusters
  Score: Raw -188174.879205 + Penalty 2516.562653 = -185658.316552
  nChanged 10
		SP:Iteration 11Q (24642.160000 sec): 3 clusters
  Score: Raw -188180.884904 + Penalty 2516.562653 = -185664.322251
  nChanged 8
		SP:Iteration 12Q (24642.350000 sec): 3 clusters
  Score: Raw -188185.678870 + Penalty 2516.562653 = -185669.116217
  nChanged 4
		SP:Iteration 13Q (24642.510000 sec): 3 clusters
  Score: Raw -188187.246847 + Penalty 2516.562653 = -185670.684194
  nChanged 3
		SP:Iteration 14Q (24642.680000 sec): 3 clusters
  Score: Raw -188188.566699 + Penalty 2516.562653 = -185672.004046
  nChanged 0
		SP:Iteration 15F (24642.880000 sec): 3 clusters
  Score: Raw -188188.566699 + Penalty 2516.562653 = -185672.004046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24642.930000 sec): 2 clusters
  Score: Raw -31082.560105 + Penalty 978.810234 = -30103.749872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24643.080000 sec): 3 clusters
  Score: Raw -31078.876663 + Penalty 1957.620468 = -29121.256195
  nChanged 93
		SP:Iteration 1F (24643.250000 sec): 3 clusters
  Score: Raw -31243.078447 + Penalty 1957.620468 = -29285.457979
  nChanged 24
		SP:Iteration 2F (24643.410000 sec): 3 clusters
  Score: Raw -31304.798145 + Penalty 1957.620468 = -29347.177677
  nChanged 10
		SP:Iteration 3Q (24643.580000 sec): 3 clusters
  Score: Raw -31329.898666 + Penalty 1957.620468 = -29372.278198
  nChanged 7
		SP:Iteration 4Q (24643.740000 sec): 3 clusters
  Score: Raw -31337.886080 + Penalty 1957.620468 = -29380.265612
  nChanged 2
		SP:Iteration 5Q (24643.920000 sec): 3 clusters
  Score: Raw -31341.547257 + Penalty 1957.620468 = -29383.926789
  nChanged 3
		SP:Iteration 6Q (24644.180000 sec): 3 clusters
  Score: Raw -31350.526629 + Penalty 1957.620468 = -29392.906162
  nChanged 1
		SP:Iteration 7Q (24644.330000 sec): 3 clusters
  Score: Raw -31351.459924 + Penalty 1957.620468 = -29393.839456
  nChanged 0
		SP:Iteration 8F (24644.510000 sec): 3 clusters
  Score: Raw -31351.459924 + Penalty 1957.620468 = -29393.839456
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (2440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24644.670000 sec): 2 clusters
  Score: Raw -192603.187866 + Penalty 1267.459914 = -191335.727951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24644.800000 sec): 3 clusters
  Score: Raw -191516.374606 + Penalty 2534.919828 = -188981.454777
  nChanged 928
		SP:Iteration 1F (24645.000000 sec): 3 clusters
  Score: Raw -192191.965703 + Penalty 2534.919828 = -189657.045875
  nChanged 229
		SP:Iteration 2F (24645.180000 sec): 3 clusters
  Score: Raw -192455.717871 + Penalty 2534.919828 = -189920.798042
  nChanged 191
		SP:Iteration 3F (24645.360000 sec): 3 clusters
  Score: Raw -192796.063809 + Penalty 2534.919828 = -190261.143980
  nChanged 163
		SP:Iteration 4F (24645.480000 sec): 3 clusters
  Score: Raw -193082.704305 + Penalty 2534.919828 = -190547.784476
  nChanged 145
		SP:Iteration 5F (24645.610000 sec): 3 clusters
  Score: Raw -193254.509696 + Penalty 2534.919828 = -190719.589868
  nChanged 123
		SP:Iteration 6F (24645.740000 sec): 3 clusters
  Score: Raw -193427.049293 + Penalty 2534.919828 = -190892.129464
  nChanged 124
		SP:Iteration 7F (24645.880000 sec): 3 clusters
  Score: Raw -193571.482853 + Penalty 2534.919828 = -191036.563024
  nChanged 95
		SP:Iteration 8Q (24646.020000 sec): 3 clusters
  Score: Raw -193685.229565 + Penalty 2534.919828 = -191150.309737
  nChanged 65
		SP:Iteration 9Q (24646.170000 sec): 3 clusters
  Score: Raw -193769.492417 + Penalty 2534.919828 = -191234.572588
  nChanged 55
		SP:Iteration 10Q (24646.310000 sec): 3 clusters
  Score: Raw -193841.443047 + Penalty 2534.919828 = -191306.523219
  nChanged 52
		SP:Iteration 11Q (24646.460000 sec): 3 clusters
  Score: Raw -193910.133496 + Penalty 2534.919828 = -191375.213667
  nChanged 43
		SP:Iteration 12Q (24646.600000 sec): 3 clusters
  Score: Raw -193996.958959 + Penalty 2534.919828 = -191462.039130
  nChanged 30
		SP:Iteration 13Q (24646.740000 sec): 3 clusters
  Score: Raw -194087.026023 + Penalty 2534.919828 = -191552.106195
  nChanged 22
		SP:Iteration 14Q (24646.890000 sec): 3 clusters
  Score: Raw -194164.619803 + Penalty 2534.919828 = -191629.699975
  nChanged 23
		SP:Iteration 15Q (24647.030000 sec): 3 clusters
  Score: Raw -194258.645960 + Penalty 2534.919828 = -191723.726132
  nChanged 21
		SP:Iteration 16Q (24647.180000 sec): 3 clusters
  Score: Raw -194352.206379 + Penalty 2534.919828 = -191817.286551
  nChanged 15
		SP:Iteration 17Q (24647.320000 sec): 3 clusters
  Score: Raw -194431.267171 + Penalty 2534.919828 = -191896.347342
  nChanged 11
		SP:Iteration 18Q (24647.460000 sec): 3 clusters
  Score: Raw -194475.697929 + Penalty 2534.919828 = -191940.778100
  nChanged 2
		SP:Iteration 19Q (24647.610000 sec): 3 clusters
  Score: Raw -194480.739074 + Penalty 2534.919828 = -191945.819246
  nChanged 0
		SP:Iteration 20F (24647.750000 sec): 3 clusters
  Score: Raw -194480.739074 + Penalty 2534.919828 = -191945.819246
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (3042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24647.870000 sec): 2 clusters
  Score: Raw -249536.458898 + Penalty 1303.293952 = -248233.164946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24648.050000 sec): 3 clusters
  Score: Raw -248139.517257 + Penalty 2606.587904 = -245532.929353
  nChanged 1169
		SP:Iteration 1F (24648.190000 sec): 3 clusters
  Score: Raw -248884.107678 + Penalty 2606.587904 = -246277.519774
  nChanged 254
		SP:Iteration 2F (24648.330000 sec): 3 clusters
  Score: Raw -249060.937994 + Penalty 2606.587904 = -246454.350090
  nChanged 152
		SP:Iteration 3Q (24648.470000 sec): 3 clusters
  Score: Raw -249147.620294 + Penalty 2606.587904 = -246541.032390
  nChanged 102
		SP:Iteration 4Q (24648.620000 sec): 3 clusters
  Score: Raw -249206.238991 + Penalty 2606.587904 = -246599.651087
  nChanged 79
		SP:Iteration 5Q (24648.760000 sec): 3 clusters
  Score: Raw -249245.714807 + Penalty 2606.587904 = -246639.126903
  nChanged 63
		SP:Iteration 6Q (24648.910000 sec): 3 clusters
  Score: Raw -249277.818404 + Penalty 2606.587904 = -246671.230500
  nChanged 46
		SP:Iteration 7Q (24649.050000 sec): 3 clusters
  Score: Raw -249301.883866 + Penalty 2606.587904 = -246695.295963
  nChanged 44
		SP:Iteration 8Q (24649.190000 sec): 3 clusters
  Score: Raw -249336.077911 + Penalty 2606.587904 = -246729.490007
  nChanged 62
		SP:Iteration 9Q (24649.340000 sec): 3 clusters
  Score: Raw -249401.796178 + Penalty 2606.587904 = -246795.208274
  nChanged 67
		SP:Iteration 10Q (24649.480000 sec): 3 clusters
  Score: Raw -249464.056164 + Penalty 2606.587904 = -246857.468260
  nChanged 73
		SP:Iteration 11Q (24649.630000 sec): 3 clusters
  Score: Raw -249543.612385 + Penalty 2606.587904 = -246937.024481
  nChanged 70
		SP:Iteration 12Q (24649.770000 sec): 3 clusters
  Score: Raw -249621.999622 + Penalty 2606.587904 = -247015.411718
  nChanged 70
		SP:Iteration 13Q (24649.910000 sec): 3 clusters
  Score: Raw -249670.066827 + Penalty 2606.587904 = -247063.478923
  nChanged 49
		SP:Iteration 14Q (24650.060000 sec): 3 clusters
  Score: Raw -249693.429061 + Penalty 2606.587904 = -247086.841158
  nChanged 39
		SP:Iteration 15Q (24650.200000 sec): 3 clusters
  Score: Raw -249709.803027 + Penalty 2606.587904 = -247103.215124
  nChanged 34
		SP:Iteration 16Q (24650.350000 sec): 3 clusters
  Score: Raw -249720.937040 + Penalty 2606.587904 = -247114.349137
  nChanged 29
		SP:Iteration 17Q (24650.490000 sec): 3 clusters
  Score: Raw -249732.352378 + Penalty 2606.587904 = -247125.764474
  nChanged 28
		SP:Iteration 18Q (24650.670000 sec): 3 clusters
  Score: Raw -249743.476099 + Penalty 2606.587904 = -247136.888195
  nChanged 29
		SP:Iteration 19Q (24650.800000 sec): 3 clusters
  Score: Raw -249757.882975 + Penalty 2606.587904 = -247151.295071
  nChanged 34
		SP:Iteration 20F (24650.950000 sec): 3 clusters
  Score: Raw -249772.652969 + Penalty 2606.587904 = -247166.065065
  nChanged 32
		SP:Iteration 21Q (24651.090000 sec): 3 clusters
  Score: Raw -249782.588319 + Penalty 2606.587904 = -247176.000416
  nChanged 25
		SP:Iteration 22Q (24651.230000 sec): 3 clusters
  Score: Raw -249791.543692 + Penalty 2606.587904 = -247184.955788
  nChanged 23
		SP:Iteration 23Q (24651.380000 sec): 3 clusters
  Score: Raw -249800.626025 + Penalty 2606.587904 = -247194.038122
  nChanged 15
		SP:Iteration 24Q (24651.520000 sec): 3 clusters
  Score: Raw -249806.073365 + Penalty 2606.587904 = -247199.485461
  nChanged 15
		SP:Iteration 25Q (24651.670000 sec): 3 clusters
  Score: Raw -249811.550528 + Penalty 2606.587904 = -247204.962624
  nChanged 14
		SP:Iteration 26Q (24651.810000 sec): 3 clusters
  Score: Raw -249816.929167 + Penalty 2606.587904 = -247210.341264
  nChanged 14
		SP:Iteration 27Q (24651.950000 sec): 3 clusters
  Score: Raw -249822.592482 + Penalty 2606.587904 = -247216.004578
  nChanged 19
		SP:Iteration 28Q (24652.100000 sec): 3 clusters
  Score: Raw -249829.697690 + Penalty 2606.587904 = -247223.109786
  nChanged 16
		SP:Iteration 29Q (24652.240000 sec): 3 clusters
  Score: Raw -249836.873244 + Penalty 2606.587904 = -247230.285341
  nChanged 18
		SP:Iteration 30Q (24652.380000 sec): 3 clusters
  Score: Raw -249845.060920 + Penalty 2606.587904 = -247238.473016
  nChanged 19
		SP:Iteration 31Q (24652.540000 sec): 3 clusters
  Score: Raw -249853.456238 + Penalty 2606.587904 = -247246.868334
  nChanged 15
		SP:Iteration 32Q (24652.700000 sec): 3 clusters
  Score: Raw -249857.573512 + Penalty 2606.587904 = -247250.985608
  nChanged 13
		SP:Iteration 33Q (24652.870000 sec): 3 clusters
  Score: Raw -249859.833669 + Penalty 2606.587904 = -247253.245766
  nChanged 7
		SP:Iteration 34Q (24653.060000 sec): 3 clusters
  Score: Raw -249861.603121 + Penalty 2606.587904 = -247255.015217
  nChanged 4
		SP:Iteration 35Q (24653.220000 sec): 3 clusters
  Score: Raw -249862.636396 + Penalty 2606.587904 = -247256.048492
  nChanged 7
		SP:Iteration 36Q (24653.380000 sec): 3 clusters
  Score: Raw -249864.089731 + Penalty 2606.587904 = -247257.501827
  nChanged 6
		SP:Iteration 37Q (24653.540000 sec): 3 clusters
  Score: Raw -249865.407660 + Penalty 2606.587904 = -247258.819756
  nChanged 3
		SP:Iteration 38Q (24653.700000 sec): 3 clusters
  Score: Raw -249866.080123 + Penalty 2606.587904 = -247259.492219
  nChanged 2
		SP:Iteration 39Q (24653.860000 sec): 3 clusters
  Score: Raw -249866.306072 + Penalty 2606.587904 = -247259.718168
  nChanged 2
		SP:Iteration 40F (24654.010000 sec): 3 clusters
  Score: Raw -249866.610119 + Penalty 2606.587904 = -247260.022216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24654.090000 sec): 2 clusters
  Score: Raw -76248.694180 + Penalty 1161.606183 = -75087.087997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24654.250000 sec): 3 clusters
  Score: Raw -75831.273688 + Penalty 2323.212367 = -73508.061321
  nChanged 418
		SP:Iteration 1F (24654.420000 sec): 3 clusters
  Score: Raw -76257.048258 + Penalty 2323.212367 = -73933.835891
  nChanged 124
		SP:Iteration 2F (24654.580000 sec): 3 clusters
  Score: Raw -76481.694429 + Penalty 2323.212367 = -74158.482062
  nChanged 99
		SP:Iteration 3F (24654.740000 sec): 3 clusters
  Score: Raw -76633.207437 + Penalty 2323.212367 = -74309.995071
  nChanged 67
		SP:Iteration 4F (24654.900000 sec): 3 clusters
  Score: Raw -76721.760067 + Penalty 2323.212367 = -74398.547700
  nChanged 48
		SP:Iteration 5Q (24655.050000 sec): 3 clusters
  Score: Raw -76775.335941 + Penalty 2323.212367 = -74452.123574
  nChanged 30
		SP:Iteration 6Q (24655.250000 sec): 3 clusters
  Score: Raw -76822.622038 + Penalty 2323.212367 = -74499.409671
  nChanged 29
		SP:Iteration 7Q (24655.450000 sec): 3 clusters
  Score: Raw -76864.572587 + Penalty 2323.212367 = -74541.360220
  nChanged 20
		SP:Iteration 8Q (24655.610000 sec): 3 clusters
  Score: Raw -76890.752328 + Penalty 2323.212367 = -74567.539961
  nChanged 22
		SP:Iteration 9Q (24655.830000 sec): 3 clusters
  Score: Raw -76908.210179 + Penalty 2323.212367 = -74584.997812
  nChanged 17
		SP:Iteration 10Q (24656.040000 sec): 3 clusters
  Score: Raw -76926.671024 + Penalty 2323.212367 = -74603.458657
  nChanged 15
		SP:Iteration 11Q (24656.250000 sec): 3 clusters
  Score: Raw -76943.811722 + Penalty 2323.212367 = -74620.599356
  nChanged 16
		SP:Iteration 12Q (24656.500000 sec): 3 clusters
  Score: Raw -76967.333825 + Penalty 2323.212367 = -74644.121459
  nChanged 12
		SP:Iteration 13Q (24656.640000 sec): 3 clusters
  Score: Raw -76975.845948 + Penalty 2323.212367 = -74652.633582
  nChanged 8
		SP:Iteration 14Q (24656.840000 sec): 3 clusters
  Score: Raw -76984.610614 + Penalty 2323.212367 = -74661.398247
  nChanged 5
		SP:Iteration 15Q (24657.050000 sec): 3 clusters
  Score: Raw -76991.376911 + Penalty 2323.212367 = -74668.164544
  nChanged 6
		SP:Iteration 16Q (24657.260000 sec): 3 clusters
  Score: Raw -77001.702896 + Penalty 2323.212367 = -74678.490529
  nChanged 6
		SP:Iteration 17Q (24657.420000 sec): 3 clusters
  Score: Raw -77008.995616 + Penalty 2323.212367 = -74685.783250
  nChanged 1
		SP:Iteration 18Q (24657.570000 sec): 3 clusters
  Score: Raw -77010.199817 + Penalty 2323.212367 = -74686.987450
  nChanged 2
		SP:Iteration 19Q (24657.750000 sec): 3 clusters
  Score: Raw -77013.305319 + Penalty 2323.212367 = -74690.092952
  nChanged 1
		SP:Iteration 20F (24657.940000 sec): 3 clusters
  Score: Raw -77015.230300 + Penalty 2323.212367 = -74692.017933
  nChanged 2
		SP:Iteration 21Q (24658.060000 sec): 3 clusters
  Score: Raw -77017.330585 + Penalty 2323.212367 = -74694.118218
  nChanged 2
		SP:Iteration 22Q (24658.240000 sec): 3 clusters
  Score: Raw -77018.883974 + Penalty 2323.212367 = -74695.671607
  nChanged 1
		SP:Iteration 23Q (24658.400000 sec): 3 clusters
  Score: Raw -77020.012957 + Penalty 2323.212367 = -74696.800590
  nChanged 1
		SP:Iteration 24Q (24658.520000 sec): 3 clusters
  Score: Raw -77020.522590 + Penalty 2323.212367 = -74697.310224
  nChanged 0
		SP:Iteration 25F (24658.710000 sec): 3 clusters
  Score: Raw -77020.522590 + Penalty 2323.212367 = -74697.310224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24658.790000 sec): 2 clusters
  Score: Raw -65083.275781 + Penalty 1087.866335 = -63995.409447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24658.990000 sec): 3 clusters
  Score: Raw -64897.199875 + Penalty 2175.732669 = -62721.467206
  nChanged 231
		SP:Iteration 1F (24659.120000 sec): 3 clusters
  Score: Raw -65139.280197 + Penalty 2175.732669 = -62963.547528
  nChanged 59
		SP:Iteration 2F (24659.210000 sec): 3 clusters
  Score: Raw -65200.875790 + Penalty 2175.732669 = -63025.143121
  nChanged 23
		SP:Iteration 3Q (24659.330000 sec): 3 clusters
  Score: Raw -65224.473181 + Penalty 2175.732669 = -63048.740512
  nChanged 20
		SP:Iteration 4Q (24659.480000 sec): 3 clusters
  Score: Raw -65245.860940 + Penalty 2175.732669 = -63070.128271
  nChanged 9
		SP:Iteration 5Q (24659.600000 sec): 3 clusters
  Score: Raw -65255.877373 + Penalty 2175.732669 = -63080.144704
  nChanged 7
		SP:Iteration 6Q (24659.730000 sec): 3 clusters
  Score: Raw -65263.632551 + Penalty 2175.732669 = -63087.899882
  nChanged 4
		SP:Iteration 7Q (24659.860000 sec): 3 clusters
  Score: Raw -65268.452729 + Penalty 2175.732669 = -63092.720060
  nChanged 6
		SP:Iteration 8Q (24659.990000 sec): 3 clusters
  Score: Raw -65276.163571 + Penalty 2175.732669 = -63100.430902
  nChanged 5
		SP:Iteration 9Q (24660.140000 sec): 3 clusters
  Score: Raw -65282.352147 + Penalty 2175.732669 = -63106.619478
  nChanged 4
		SP:Iteration 10Q (24660.300000 sec): 3 clusters
  Score: Raw -65286.737535 + Penalty 2175.732669 = -63111.004866
  nChanged 3
		SP:Iteration 11Q (24660.440000 sec): 3 clusters
  Score: Raw -65289.286111 + Penalty 2175.732669 = -63113.553442
  nChanged 2
		SP:Iteration 12Q (24660.640000 sec): 3 clusters
  Score: Raw -65292.921517 + Penalty 2175.732669 = -63117.188848
  nChanged 4
		SP:Iteration 13Q (24660.880000 sec): 3 clusters
  Score: Raw -65297.206790 + Penalty 2175.732669 = -63121.474121
  nChanged 2
		SP:Iteration 14Q (24661.080000 sec): 3 clusters
  Score: Raw -65299.540005 + Penalty 2175.732669 = -63123.807336
  nChanged 5
		SP:Iteration 15Q (24661.260000 sec): 3 clusters
  Score: Raw -65302.769033 + Penalty 2175.732669 = -63127.036364
  nChanged 2
		SP:Iteration 16Q (24661.450000 sec): 3 clusters
  Score: Raw -65305.192454 + Penalty 2175.732669 = -63129.459785
  nChanged 3
		SP:Iteration 17Q (24661.570000 sec): 3 clusters
  Score: Raw -65309.426419 + Penalty 2175.732669 = -63133.693750
  nChanged 4
		SP:Iteration 18Q (24661.760000 sec): 3 clusters
  Score: Raw -65315.605700 + Penalty 2175.732669 = -63139.873031
  nChanged 2
		SP:Iteration 19Q (24661.930000 sec): 3 clusters
  Score: Raw -65319.285430 + Penalty 2175.732669 = -63143.552761
  nChanged 1
		SP:Iteration 20F (24662.060000 sec): 3 clusters
  Score: Raw -65322.017674 + Penalty 2175.732669 = -63146.285005
  nChanged 2
		SP:Iteration 21Q (24662.270000 sec): 3 clusters
  Score: Raw -65327.831653 + Penalty 2175.732669 = -63152.098983
  nChanged 0
		SP:Iteration 22F (24662.480000 sec): 3 clusters
  Score: Raw -65327.831653 + Penalty 2175.732669 = -63152.098983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24662.580000 sec): 2 clusters
  Score: Raw -221901.949032 + Penalty 1301.467486 = -220600.481545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24662.770000 sec): 3 clusters
  Score: Raw -220534.713758 + Penalty 2602.934973 = -217931.778785
  nChanged 1089
		SP:Iteration 1F (24662.940000 sec): 3 clusters
  Score: Raw -221276.341798 + Penalty 2602.934973 = -218673.406826
  nChanged 271
		SP:Iteration 2F (24663.110000 sec): 3 clusters
  Score: Raw -221538.262061 + Penalty 2602.934973 = -218935.327088
  nChanged 236
		SP:Iteration 3F (24663.300000 sec): 3 clusters
  Score: Raw -221801.278972 + Penalty 2602.934973 = -219198.344000
  nChanged 203
		SP:Iteration 4F (24663.480000 sec): 3 clusters
  Score: Raw -222015.592942 + Penalty 2602.934973 = -219412.657970
  nChanged 177
		SP:Iteration 5F (24663.660000 sec): 3 clusters
  Score: Raw -222196.286086 + Penalty 2602.934973 = -219593.351114
  nChanged 138
		SP:Iteration 6Q (24663.850000 sec): 3 clusters
  Score: Raw -222342.525709 + Penalty 2602.934973 = -219739.590736
  nChanged 118
		SP:Iteration 7Q (24664.050000 sec): 3 clusters
  Score: Raw -222438.686767 + Penalty 2602.934973 = -219835.751794
  nChanged 90
		SP:Iteration 8Q (24664.270000 sec): 3 clusters
  Score: Raw -222517.061910 + Penalty 2602.934973 = -219914.126937
  nChanged 75
		SP:Iteration 9Q (24664.440000 sec): 3 clusters
  Score: Raw -222559.529328 + Penalty 2602.934973 = -219956.594355
  nChanged 46
		SP:Iteration 10Q (24664.660000 sec): 3 clusters
  Score: Raw -222589.512930 + Penalty 2602.934973 = -219986.577957
  nChanged 46
		SP:Iteration 11Q (24664.860000 sec): 3 clusters
  Score: Raw -222615.414228 + Penalty 2602.934973 = -220012.479255
  nChanged 41
		SP:Iteration 12Q (24665.040000 sec): 3 clusters
  Score: Raw -222634.279936 + Penalty 2602.934973 = -220031.344963
  nChanged 23
		SP:Iteration 13Q (24665.210000 sec): 3 clusters
  Score: Raw -222650.056129 + Penalty 2602.934973 = -220047.121157
  nChanged 17
		SP:Iteration 14Q (24665.340000 sec): 3 clusters
  Score: Raw -222656.054344 + Penalty 2602.934973 = -220053.119372
  nChanged 15
		SP:Iteration 15Q (24665.550000 sec): 3 clusters
  Score: Raw -222662.249467 + Penalty 2602.934973 = -220059.314495
  nChanged 18
		SP:Iteration 16Q (24665.730000 sec): 3 clusters
  Score: Raw -222668.818540 + Penalty 2602.934973 = -220065.883567
  nChanged 10
		SP:Iteration 17Q (24665.910000 sec): 3 clusters
  Score: Raw -222671.644795 + Penalty 2602.934973 = -220068.709823
  nChanged 5
		SP:Iteration 18Q (24666.100000 sec): 3 clusters
  Score: Raw -222673.365428 + Penalty 2602.934973 = -220070.430455
  nChanged 4
		SP:Iteration 19Q (24666.290000 sec): 3 clusters
  Score: Raw -222674.888649 + Penalty 2602.934973 = -220071.953677
  nChanged 4
		SP:Iteration 20F (24666.480000 sec): 3 clusters
  Score: Raw -222676.338028 + Penalty 2602.934973 = -220073.403055
  nChanged 4
		SP:Iteration 21Q (24666.660000 sec): 3 clusters
  Score: Raw -222677.301446 + Penalty 2602.934973 = -220074.366473
  nChanged 3
		SP:Iteration 22Q (24666.860000 sec): 3 clusters
  Score: Raw -222678.153093 + Penalty 2602.934973 = -220075.218120
  nChanged 3
		SP:Iteration 23Q (24667.050000 sec): 3 clusters
  Score: Raw -222679.139186 + Penalty 2602.934973 = -220076.204213
  nChanged 8
		SP:Iteration 24Q (24667.210000 sec): 3 clusters
  Score: Raw -222681.593724 + Penalty 2602.934973 = -220078.658752
  nChanged 3
		SP:Iteration 25Q (24667.380000 sec): 3 clusters
  Score: Raw -222682.643055 + Penalty 2602.934973 = -220079.708083
  nChanged 2
		SP:Iteration 26Q (24667.620000 sec): 3 clusters
  Score: Raw -222683.533501 + Penalty 2602.934973 = -220080.598528
  nChanged 2
		SP:Iteration 27Q (24667.820000 sec): 3 clusters
  Score: Raw -222684.107721 + Penalty 2602.934973 = -220081.172749
  nChanged 2
		SP:Iteration 28Q (24668.020000 sec): 3 clusters
  Score: Raw -222684.509494 + Penalty 2602.934973 = -220081.574522
  nChanged 1
		SP:Iteration 29Q (24668.220000 sec): 3 clusters
  Score: Raw -222684.602857 + Penalty 2602.934973 = -220081.667885
  nChanged 1
		SP:Iteration 30Q (24668.390000 sec): 3 clusters
  Score: Raw -222684.744516 + Penalty 2602.934973 = -220081.809544
  nChanged 1
		SP:Iteration 31Q (24668.580000 sec): 3 clusters
  Score: Raw -222685.446083 + Penalty 2602.934973 = -220082.511111
  nChanged 1
		SP:Iteration 32Q (24668.760000 sec): 3 clusters
  Score: Raw -222685.797599 + Penalty 2602.934973 = -220082.862627
  nChanged 1
		SP:Iteration 33Q (24668.940000 sec): 3 clusters
  Score: Raw -222686.140823 + Penalty 2602.934973 = -220083.205851
  nChanged 1
		SP:Iteration 34Q (24669.130000 sec): 3 clusters
  Score: Raw -222686.621675 + Penalty 2602.934973 = -220083.686702
  nChanged 1
		SP:Iteration 35Q (24669.320000 sec): 3 clusters
  Score: Raw -222686.980451 + Penalty 2602.934973 = -220084.045478
  nChanged 2
		SP:Iteration 36Q (24669.530000 sec): 3 clusters
  Score: Raw -222687.573946 + Penalty 2602.934973 = -220084.638973
  nChanged 1
		SP:Iteration 37Q (24669.660000 sec): 3 clusters
  Score: Raw -222687.996884 + Penalty 2602.934973 = -220085.061911
  nChanged 0
		SP:Iteration 38F (24669.880000 sec): 3 clusters
  Score: Raw -222687.996884 + Penalty 2602.934973 = -220085.061911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (130628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24670.660000 sec): 2 clusters
  Score: Raw -11100956.581348 + Penalty 1914.267691 = -11099042.313657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24671.510000 sec): 3 clusters
  Score: Raw -11015003.663737 + Penalty 3828.535382 = -11011175.128355
  nChanged 62866
		SP:Iteration 1F (24672.440000 sec): 3 clusters
  Score: Raw -11054065.076989 + Penalty 3828.535382 = -11050236.541607
  nChanged 5904
		SP:Iteration 2Q (24673.400000 sec): 3 clusters
  Score: Raw -11057196.686361 + Penalty 3828.535382 = -11053368.150979
  nChanged 7008
		SP:Iteration 3F (24674.350000 sec): 3 clusters
  Score: Raw -11061459.404668 + Penalty 3828.535382 = -11057630.869286
  nChanged 8012
		SP:Iteration 4F (24675.270000 sec): 3 clusters
  Score: Raw -11066766.816968 + Penalty 3828.535382 = -11062938.281586
  nChanged 8774
		SP:Iteration 5F (24676.210000 sec): 3 clusters
  Score: Raw -11073384.014543 + Penalty 3828.535382 = -11069555.479160
  nChanged 8927
		SP:Iteration 6F (24677.270000 sec): 3 clusters
  Score: Raw -11081228.079479 + Penalty 3828.535382 = -11077399.544097
  nChanged 7813
		SP:Iteration 7F (24678.410000 sec): 3 clusters
  Score: Raw -11089058.786132 + Penalty 3828.535382 = -11085230.250750
  nChanged 5916
		SP:Iteration 8Q (24679.550000 sec): 3 clusters
  Score: Raw -11094465.822887 + Penalty 3828.535382 = -11090637.287505
  nChanged 4296
		SP:Iteration 9Q (24680.740000 sec): 3 clusters
  Score: Raw -11097064.911805 + Penalty 3828.535382 = -11093236.376423
  nChanged 3075
		SP:Iteration 10Q (24681.760000 sec): 3 clusters
  Score: Raw -11098405.839836 + Penalty 3828.535382 = -11094577.304454
  nChanged 2334
		SP:Iteration 11Q (24682.750000 sec): 3 clusters
  Score: Raw -11099404.636649 + Penalty 3828.535382 = -11095576.101267
  nChanged 2059
		SP:Iteration 12Q (24683.560000 sec): 3 clusters
  Score: Raw -11100393.417354 + Penalty 3828.535382 = -11096564.881972
  nChanged 2028
		SP:Iteration 13Q (24684.490000 sec): 3 clusters
  Score: Raw -11101588.368646 + Penalty 3828.535382 = -11097759.833264
  nChanged 2289
		SP:Iteration 14Q (24685.380000 sec): 3 clusters
  Score: Raw -11103113.323142 + Penalty 3828.535382 = -11099284.787760
  nChanged 2372
		SP:Iteration 15Q (24686.320000 sec): 3 clusters
  Score: Raw -11104846.747906 + Penalty 3828.535382 = -11101018.212523
  nChanged 2439
		SP:Iteration 16Q (24687.240000 sec): 3 clusters
  Score: Raw -11106633.086749 + Penalty 3828.535382 = -11102804.551366
  nChanged 2246
		SP:Iteration 17Q (24688.060000 sec): 3 clusters
  Score: Raw -11108201.075246 + Penalty 3828.535382 = -11104372.539864
  nChanged 2004
		SP:Iteration 18Q (24688.870000 sec): 3 clusters
  Score: Raw -11109508.660524 + Penalty 3828.535382 = -11105680.125142
  nChanged 1670
		SP:Iteration 19Q (24689.670000 sec): 3 clusters
  Score: Raw -11110381.594725 + Penalty 3828.535382 = -11106553.059342
  nChanged 1201
		SP:Iteration 20F (24690.480000 sec): 3 clusters
  Score: Raw -11110977.562798 + Penalty 3828.535382 = -11107149.027416
  nChanged 857
		SP:Iteration 21Q (24691.310000 sec): 3 clusters
  Score: Raw -11111251.051868 + Penalty 3828.535382 = -11107422.516486
  nChanged 616
		SP:Iteration 22Q (24692.180000 sec): 3 clusters
  Score: Raw -11111374.483719 + Penalty 3828.535382 = -11107545.948337
  nChanged 455
		SP:Iteration 23Q (24693.070000 sec): 3 clusters
  Score: Raw -11111443.346510 + Penalty 3828.535382 = -11107614.811128
  nChanged 345
		SP:Iteration 24Q (24693.950000 sec): 3 clusters
  Score: Raw -11111479.911536 + Penalty 3828.535382 = -11107651.376154
  nChanged 232
		SP:Iteration 25Q (24694.760000 sec): 3 clusters
  Score: Raw -11111496.756649 + Penalty 3828.535382 = -11107668.221267
  nChanged 176
		SP:Iteration 26Q (24695.570000 sec): 3 clusters
  Score: Raw -11111505.838239 + Penalty 3828.535382 = -11107677.302857
  nChanged 120
		SP:Iteration 27Q (24696.410000 sec): 3 clusters
  Score: Raw -11111511.030122 + Penalty 3828.535382 = -11107682.494740
  nChanged 83
		SP:Iteration 28Q (24697.210000 sec): 3 clusters
  Score: Raw -11111513.620705 + Penalty 3828.535382 = -11107685.085323
  nChanged 69
		SP:Iteration 29Q (24698.100000 sec): 3 clusters
  Score: Raw -11111515.307484 + Penalty 3828.535382 = -11107686.772102
  nChanged 53
		SP:Iteration 30Q (24698.980000 sec): 3 clusters
  Score: Raw -11111516.566806 + Penalty 3828.535382 = -11107688.031424
  nChanged 40
		SP:Iteration 31Q (24699.820000 sec): 3 clusters
  Score: Raw -11111517.297076 + Penalty 3828.535382 = -11107688.761694
  nChanged 29
		SP:Iteration 32Q (24700.640000 sec): 3 clusters
  Score: Raw -11111517.815190 + Penalty 3828.535382 = -11107689.279808
  nChanged 22
		SP:Iteration 33Q (24701.660000 sec): 3 clusters
  Score: Raw -11111518.177879 + Penalty 3828.535382 = -11107689.642497
  nChanged 23
		SP:Iteration 34Q (24702.660000 sec): 3 clusters
  Score: Raw -11111518.499273 + Penalty 3828.535382 = -11107689.963891
  nChanged 20
		SP:Iteration 35Q (24703.700000 sec): 3 clusters
  Score: Raw -11111518.849424 + Penalty 3828.535382 = -11107690.314042
  nChanged 21
		SP:Iteration 36Q (24704.700000 sec): 3 clusters
  Score: Raw -11111519.166629 + Penalty 3828.535382 = -11107690.631247
  nChanged 15
		SP:Iteration 37Q (24705.560000 sec): 3 clusters
  Score: Raw -11111519.453373 + Penalty 3828.535382 = -11107690.917991
  nChanged 20
		SP:Iteration 38Q (24706.440000 sec): 3 clusters
  Score: Raw -11111519.817723 + Penalty 3828.535382 = -11107691.282341
  nChanged 17
		SP:Iteration 39Q (24707.290000 sec): 3 clusters
  Score: Raw -11111520.149944 + Penalty 3828.535382 = -11107691.614562
  nChanged 16
		SP:Iteration 40F (24708.190000 sec): 3 clusters
  Score: Raw -11111520.353474 + Penalty 3828.535382 = -11107691.818092
  nChanged 12
		SP:Iteration 41Q (24709.040000 sec): 3 clusters
  Score: Raw -11111520.496995 + Penalty 3828.535382 = -11107691.961613
  nChanged 8
		SP:Iteration 42Q (24709.910000 sec): 3 clusters
  Score: Raw -11111520.583114 + Penalty 3828.535382 = -11107692.047731
  nChanged 7
		SP:Iteration 43Q (24710.830000 sec): 3 clusters
  Score: Raw -11111520.655595 + Penalty 3828.535382 = -11107692.120213
  nChanged 13
		SP:Iteration 44Q (24711.700000 sec): 3 clusters
  Score: Raw -11111520.859391 + Penalty 3828.535382 = -11107692.324009
  nChanged 12
		SP:Iteration 45Q (24712.520000 sec): 3 clusters
  Score: Raw -11111521.042051 + Penalty 3828.535382 = -11107692.506669
  nChanged 16
		SP:Iteration 46Q (24713.390000 sec): 3 clusters
  Score: Raw -11111521.240197 + Penalty 3828.535382 = -11107692.704815
  nChanged 15
		SP:Iteration 47Q (24714.270000 sec): 3 clusters
  Score: Raw -11111521.449260 + Penalty 3828.535382 = -11107692.913878
  nChanged 11
		SP:Iteration 48Q (24715.130000 sec): 3 clusters
  Score: Raw -11111521.646449 + Penalty 3828.535382 = -11107693.111067
  nChanged 12
		SP:Iteration 49Q (24715.960000 sec): 3 clusters
  Score: Raw -11111521.777884 + Penalty 3828.535382 = -11107693.242502
  nChanged 9
		SP:Iteration 50Q (24716.780000 sec): 3 clusters
  Score: Raw -11111521.882918 + Penalty 3828.535382 = -11107693.347536
  nChanged 9
		SP:Iteration 51Q (24717.620000 sec): 3 clusters
  Score: Raw -11111522.016688 + Penalty 3828.535382 = -11107693.481306
  nChanged 10
		SP:Iteration 52Q (24718.500000 sec): 3 clusters
  Score: Raw -11111522.130138 + Penalty 3828.535382 = -11107693.594756
  nChanged 5
		SP:Iteration 53Q (24719.420000 sec): 3 clusters
  Score: Raw -11111522.176618 + Penalty 3828.535382 = -11107693.641236
  nChanged 5
		SP:Iteration 54Q (24720.390000 sec): 3 clusters
  Score: Raw -11111522.225132 + Penalty 3828.535382 = -11107693.689749
  nChanged 3
		SP:Iteration 55Q (24721.300000 sec): 3 clusters
  Score: Raw -11111522.258274 + Penalty 3828.535382 = -11107693.722892
  nChanged 6
		SP:Iteration 56Q (24722.180000 sec): 3 clusters
  Score: Raw -11111522.340850 + Penalty 3828.535382 = -11107693.805468
  nChanged 4
		SP:Iteration 57Q (24723.260000 sec): 3 clusters
  Score: Raw -11111522.378746 + Penalty 3828.535382 = -11107693.843364
  nChanged 3
		SP:Iteration 58Q (24724.350000 sec): 3 clusters
  Score: Raw -11111522.419268 + Penalty 3828.535382 = -11107693.883886
  nChanged 4
		SP:Iteration 59Q (24725.430000 sec): 3 clusters
  Score: Raw -11111522.458700 + Penalty 3828.535382 = -11107693.923318
  nChanged 5
		SP:Iteration 60F (24726.600000 sec): 3 clusters
  Score: Raw -11111522.572684 + Penalty 3828.535382 = -11107694.037302
  nChanged 10
		SP:Iteration 61Q (24727.700000 sec): 3 clusters
  Score: Raw -11111522.692071 + Penalty 3828.535382 = -11107694.156689
  nChanged 7
		SP:Iteration 62Q (24728.480000 sec): 3 clusters
  Score: Raw -11111522.775656 + Penalty 3828.535382 = -11107694.240274
  nChanged 5
		SP:Iteration 63Q (24729.300000 sec): 3 clusters
  Score: Raw -11111522.827950 + Penalty 3828.535382 = -11107694.292568
  nChanged 2
		SP:Iteration 64Q (24730.160000 sec): 3 clusters
  Score: Raw -11111522.838819 + Penalty 3828.535382 = -11107694.303437
  nChanged 2
		SP:Iteration 65Q (24731.020000 sec): 3 clusters
  Score: Raw -11111522.846502 + Penalty 3828.535382 = -11107694.311120
  nChanged 2
		SP:Iteration 66Q (24731.790000 sec): 3 clusters
  Score: Raw -11111522.864506 + Penalty 3828.535382 = -11107694.329124
  nChanged 3
		SP:Iteration 67Q (24732.630000 sec): 3 clusters
  Score: Raw -11111522.892471 + Penalty 3828.535382 = -11107694.357089
  nChanged 2
		SP:Iteration 68Q (24733.480000 sec): 3 clusters
  Score: Raw -11111522.920038 + Penalty 3828.535382 = -11107694.384656
  nChanged 1
		SP:Iteration 69Q (24734.320000 sec): 3 clusters
  Score: Raw -11111522.927172 + Penalty 3828.535382 = -11107694.391790
  nChanged 0
		SP:Iteration 70F (24735.260000 sec): 3 clusters
  Score: Raw -11111522.927172 + Penalty 3828.535382 = -11107694.391790
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24735.390000 sec): 2 clusters
  Score: Raw -232556.086402 + Penalty 1324.404131 = -231231.682271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24735.600000 sec): 3 clusters
  Score: Raw -230911.289302 + Penalty 2648.808263 = -228262.481039
  nChanged 1339
		SP:Iteration 1F (24735.790000 sec): 3 clusters
  Score: Raw -231880.120777 + Penalty 2648.808263 = -229231.312514
  nChanged 352
		SP:Iteration 2F (24735.970000 sec): 3 clusters
  Score: Raw -232196.599805 + Penalty 2648.808263 = -229547.791542
  nChanged 244
		SP:Iteration 3F (24736.100000 sec): 3 clusters
  Score: Raw -232429.270423 + Penalty 2648.808263 = -229780.462161
  nChanged 213
		SP:Iteration 4F (24736.280000 sec): 3 clusters
  Score: Raw -232659.901772 + Penalty 2648.808263 = -230011.093509
  nChanged 189
		SP:Iteration 5F (24736.470000 sec): 3 clusters
  Score: Raw -232832.517633 + Penalty 2648.808263 = -230183.709370
  nChanged 157
		SP:Iteration 6Q (24736.680000 sec): 3 clusters
  Score: Raw -232964.980817 + Penalty 2648.808263 = -230316.172554
  nChanged 113
		SP:Iteration 7Q (24736.860000 sec): 3 clusters
  Score: Raw -233049.259105 + Penalty 2648.808263 = -230400.450843
  nChanged 96
		SP:Iteration 8Q (24737.010000 sec): 3 clusters
  Score: Raw -233115.836514 + Penalty 2648.808263 = -230467.028251
  nChanged 82
		SP:Iteration 9Q (24737.220000 sec): 3 clusters
  Score: Raw -233166.334527 + Penalty 2648.808263 = -230517.526264
  nChanged 63
		SP:Iteration 10Q (24737.430000 sec): 3 clusters
  Score: Raw -233202.510065 + Penalty 2648.808263 = -230553.701802
  nChanged 57
		SP:Iteration 11Q (24737.650000 sec): 3 clusters
  Score: Raw -233233.038720 + Penalty 2648.808263 = -230584.230457
  nChanged 39
		SP:Iteration 12Q (24737.800000 sec): 3 clusters
  Score: Raw -233251.566903 + Penalty 2648.808263 = -230602.758641
  nChanged 31
		SP:Iteration 13Q (24737.980000 sec): 3 clusters
  Score: Raw -233266.930268 + Penalty 2648.808263 = -230618.122006
  nChanged 32
		SP:Iteration 14Q (24738.180000 sec): 3 clusters
  Score: Raw -233278.063365 + Penalty 2648.808263 = -230629.255102
  nChanged 23
		SP:Iteration 15Q (24738.330000 sec): 3 clusters
  Score: Raw -233287.548342 + Penalty 2648.808263 = -230638.740079
  nChanged 18
		SP:Iteration 16Q (24738.530000 sec): 3 clusters
  Score: Raw -233292.919337 + Penalty 2648.808263 = -230644.111075
  nChanged 12
		SP:Iteration 17Q (24738.640000 sec): 3 clusters
  Score: Raw -233295.106401 + Penalty 2648.808263 = -230646.298139
  nChanged 5
		SP:Iteration 18Q (24738.780000 sec): 3 clusters
  Score: Raw -233296.393298 + Penalty 2648.808263 = -230647.585035
  nChanged 5
		SP:Iteration 19Q (24739.010000 sec): 3 clusters
  Score: Raw -233297.823597 + Penalty 2648.808263 = -230649.015334
  nChanged 8
		SP:Iteration 20F (24739.230000 sec): 3 clusters
  Score: Raw -233300.290750 + Penalty 2648.808263 = -230651.482487
  nChanged 8
		SP:Iteration 21Q (24739.410000 sec): 3 clusters
  Score: Raw -233302.607996 + Penalty 2648.808263 = -230653.799733
  nChanged 9
		SP:Iteration 22Q (24739.610000 sec): 3 clusters
  Score: Raw -233305.461323 + Penalty 2648.808263 = -230656.653060
  nChanged 9
		SP:Iteration 23Q (24739.770000 sec): 3 clusters
  Score: Raw -233308.118799 + Penalty 2648.808263 = -230659.310536
  nChanged 6
		SP:Iteration 24Q (24739.940000 sec): 3 clusters
  Score: Raw -233309.721852 + Penalty 2648.808263 = -230660.913590
  nChanged 6
		SP:Iteration 25Q (24740.130000 sec): 3 clusters
  Score: Raw -233311.955512 + Penalty 2648.808263 = -230663.147250
  nChanged 12
		SP:Iteration 26Q (24740.310000 sec): 3 clusters
  Score: Raw -233315.851129 + Penalty 2648.808263 = -230667.042866
  nChanged 6
		SP:Iteration 27Q (24740.470000 sec): 3 clusters
  Score: Raw -233317.101033 + Penalty 2648.808263 = -230668.292771
  nChanged 4
		SP:Iteration 28Q (24740.700000 sec): 3 clusters
  Score: Raw -233317.900446 + Penalty 2648.808263 = -230669.092184
  nChanged 4
		SP:Iteration 29Q (24740.800000 sec): 3 clusters
  Score: Raw -233318.506617 + Penalty 2648.808263 = -230669.698355
  nChanged 4
		SP:Iteration 30Q (24740.970000 sec): 3 clusters
  Score: Raw -233319.280026 + Penalty 2648.808263 = -230670.471763
  nChanged 5
		SP:Iteration 31Q (24741.150000 sec): 3 clusters
  Score: Raw -233319.839666 + Penalty 2648.808263 = -230671.031404
  nChanged 3
		SP:Iteration 32Q (24741.320000 sec): 3 clusters
  Score: Raw -233320.280797 + Penalty 2648.808263 = -230671.472534
  nChanged 2
		SP:Iteration 33Q (24741.440000 sec): 3 clusters
  Score: Raw -233320.477667 + Penalty 2648.808263 = -230671.669405
  nChanged 0
		SP:Iteration 34F (24741.600000 sec): 3 clusters
  Score: Raw -233320.477667 + Penalty 2648.808263 = -230671.669405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24741.710000 sec): 2 clusters
  Score: Raw -433907.053642 + Penalty 1405.022087 = -432502.031556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24741.910000 sec): 3 clusters
  Score: Raw -430927.155630 + Penalty 2810.044174 = -428117.111456
  nChanged 2382
		SP:Iteration 1F (24742.110000 sec): 3 clusters
  Score: Raw -432182.237010 + Penalty 2810.044174 = -429372.192836
  nChanged 373
		SP:Iteration 2F (24742.260000 sec): 3 clusters
  Score: Raw -432376.063278 + Penalty 2810.044174 = -429566.019104
  nChanged 299
		SP:Iteration 3F (24742.490000 sec): 3 clusters
  Score: Raw -432522.288374 + Penalty 2810.044174 = -429712.244201
  nChanged 249
		SP:Iteration 4Q (24742.680000 sec): 3 clusters
  Score: Raw -432655.511203 + Penalty 2810.044174 = -429845.467029
  nChanged 225
		SP:Iteration 5Q (24742.840000 sec): 3 clusters
  Score: Raw -432797.056314 + Penalty 2810.044174 = -429987.012140
  nChanged 244
		SP:Iteration 6Q (24743.070000 sec): 3 clusters
  Score: Raw -432951.002288 + Penalty 2810.044174 = -430140.958115
  nChanged 237
		SP:Iteration 7Q (24743.220000 sec): 3 clusters
  Score: Raw -433138.544289 + Penalty 2810.044174 = -430328.500116
  nChanged 261
		SP:Iteration 8Q (24743.450000 sec): 3 clusters
  Score: Raw -433401.013036 + Penalty 2810.044174 = -430590.968863
  nChanged 345
		SP:Iteration 9F (24743.670000 sec): 3 clusters
  Score: Raw -433840.536425 + Penalty 2810.044174 = -431030.492251
  nChanged 420
		SP:Iteration 10F (24743.900000 sec): 3 clusters
  Score: Raw -434354.911584 + Penalty 2810.044174 = -431544.867410
  nChanged 402
		SP:Iteration 11F (24744.100000 sec): 3 clusters
  Score: Raw -434731.974258 + Penalty 2810.044174 = -431921.930084
  nChanged 287
		SP:Iteration 12F (24744.300000 sec): 3 clusters
  Score: Raw -434945.788872 + Penalty 2810.044174 = -432135.744699
  nChanged 195
		SP:Iteration 13Q (24744.480000 sec): 3 clusters
  Score: Raw -435063.243572 + Penalty 2810.044174 = -432253.199398
  nChanged 141
		SP:Iteration 14Q (24744.680000 sec): 3 clusters
  Score: Raw -435138.326402 + Penalty 2810.044174 = -432328.282229
  nChanged 112
		SP:Iteration 15Q (24744.810000 sec): 3 clusters
  Score: Raw -435199.533630 + Penalty 2810.044174 = -432389.489456
  nChanged 75
		SP:Iteration 16Q (24745.050000 sec): 3 clusters
  Score: Raw -435235.558841 + Penalty 2810.044174 = -432425.514667
  nChanged 59
		SP:Iteration 17Q (24745.270000 sec): 3 clusters
  Score: Raw -435262.392915 + Penalty 2810.044174 = -432452.348741
  nChanged 45
		SP:Iteration 18Q (24745.470000 sec): 3 clusters
  Score: Raw -435278.579986 + Penalty 2810.044174 = -432468.535812
  nChanged 33
		SP:Iteration 19Q (24745.610000 sec): 3 clusters
  Score: Raw -435288.902629 + Penalty 2810.044174 = -432478.858456
  nChanged 20
		SP:Iteration 20F (24745.780000 sec): 3 clusters
  Score: Raw -435294.633190 + Penalty 2810.044174 = -432484.589016
  nChanged 18
		SP:Iteration 21Q (24745.980000 sec): 3 clusters
  Score: Raw -435301.721444 + Penalty 2810.044174 = -432491.677270
  nChanged 23
		SP:Iteration 22Q (24746.150000 sec): 3 clusters
  Score: Raw -435311.437914 + Penalty 2810.044174 = -432501.393741
  nChanged 30
		SP:Iteration 23Q (24746.340000 sec): 3 clusters
  Score: Raw -435322.475904 + Penalty 2810.044174 = -432512.431731
  nChanged 31
		SP:Iteration 24Q (24746.590000 sec): 3 clusters
  Score: Raw -435337.584762 + Penalty 2810.044174 = -432527.540588
  nChanged 36
		SP:Iteration 25Q (24746.800000 sec): 3 clusters
  Score: Raw -435357.401974 + Penalty 2810.044174 = -432547.357800
  nChanged 42
		SP:Iteration 26Q (24747.020000 sec): 3 clusters
  Score: Raw -435381.017469 + Penalty 2810.044174 = -432570.973296
  nChanged 47
		SP:Iteration 27Q (24747.220000 sec): 3 clusters
  Score: Raw -435415.123350 + Penalty 2810.044174 = -432605.079176
  nChanged 48
		SP:Iteration 28Q (24747.410000 sec): 3 clusters
  Score: Raw -435442.221862 + Penalty 2810.044174 = -432632.177688
  nChanged 34
		SP:Iteration 29Q (24747.600000 sec): 3 clusters
  Score: Raw -435458.777732 + Penalty 2810.044174 = -432648.733559
  nChanged 32
		SP:Iteration 30Q (24747.780000 sec): 3 clusters
  Score: Raw -435479.962080 + Penalty 2810.044174 = -432669.917907
  nChanged 33
		SP:Iteration 31Q (24747.950000 sec): 3 clusters
  Score: Raw -435499.831724 + Penalty 2810.044174 = -432689.787551
  nChanged 39
		SP:Iteration 32Q (24748.140000 sec): 3 clusters
  Score: Raw -435515.685495 + Penalty 2810.044174 = -432705.641322
  nChanged 33
		SP:Iteration 33Q (24748.360000 sec): 3 clusters
  Score: Raw -435530.709782 + Penalty 2810.044174 = -432720.665609
  nChanged 24
		SP:Iteration 34Q (24748.590000 sec): 3 clusters
  Score: Raw -435540.773090 + Penalty 2810.044174 = -432730.728916
  nChanged 19
		SP:Iteration 35Q (24748.730000 sec): 3 clusters
  Score: Raw -435547.522562 + Penalty 2810.044174 = -432737.478388
  nChanged 25
		SP:Iteration 36Q (24748.880000 sec): 3 clusters
  Score: Raw -435556.335157 + Penalty 2810.044174 = -432746.290983
  nChanged 18
		SP:Iteration 37Q (24749.090000 sec): 3 clusters
  Score: Raw -435563.516951 + Penalty 2810.044174 = -432753.472778
  nChanged 19
		SP:Iteration 38Q (24749.240000 sec): 3 clusters
  Score: Raw -435571.717031 + Penalty 2810.044174 = -432761.672857
  nChanged 22
		SP:Iteration 39Q (24749.400000 sec): 3 clusters
  Score: Raw -435581.977903 + Penalty 2810.044174 = -432771.933730
  nChanged 23
		SP:Iteration 40F (24749.590000 sec): 3 clusters
  Score: Raw -435590.198775 + Penalty 2810.044174 = -432780.154601
  nChanged 20
		SP:Iteration 41Q (24749.740000 sec): 3 clusters
  Score: Raw -435595.619756 + Penalty 2810.044174 = -432785.575583
  nChanged 13
		SP:Iteration 42Q (24749.920000 sec): 3 clusters
  Score: Raw -435599.074226 + Penalty 2810.044174 = -432789.030052
  nChanged 9
		SP:Iteration 43Q (24750.140000 sec): 3 clusters
  Score: Raw -435602.927130 + Penalty 2810.044174 = -432792.882956
  nChanged 13
		SP:Iteration 44Q (24750.370000 sec): 3 clusters
  Score: Raw -435607.930715 + Penalty 2810.044174 = -432797.886541
  nChanged 12
		SP:Iteration 45Q (24750.570000 sec): 3 clusters
  Score: Raw -435611.871792 + Penalty 2810.044174 = -432801.827618
  nChanged 11
		SP:Iteration 46Q (24750.740000 sec): 3 clusters
  Score: Raw -435616.003639 + Penalty 2810.044174 = -432805.959465
  nChanged 9
		SP:Iteration 47Q (24750.920000 sec): 3 clusters
  Score: Raw -435618.564337 + Penalty 2810.044174 = -432808.520163
  nChanged 5
		SP:Iteration 48Q (24751.170000 sec): 3 clusters
  Score: Raw -435620.399877 + Penalty 2810.044174 = -432810.355704
  nChanged 7
		SP:Iteration 49Q (24751.350000 sec): 3 clusters
  Score: Raw -435622.889417 + Penalty 2810.044174 = -432812.845243
  nChanged 7
		SP:Iteration 50Q (24751.540000 sec): 3 clusters
  Score: Raw -435624.600461 + Penalty 2810.044174 = -432814.556288
  nChanged 1
		SP:Iteration 51Q (24751.730000 sec): 3 clusters
  Score: Raw -435624.856729 + Penalty 2810.044174 = -432814.812555
  nChanged 1
		SP:Iteration 52Q (24751.910000 sec): 3 clusters
  Score: Raw -435625.562215 + Penalty 2810.044174 = -432815.518042
  nChanged 2
		SP:Iteration 53Q (24752.090000 sec): 3 clusters
  Score: Raw -435626.030991 + Penalty 2810.044174 = -432815.986818
  nChanged 3
		SP:Iteration 54Q (24752.280000 sec): 3 clusters
  Score: Raw -435626.593594 + Penalty 2810.044174 = -432816.549421
  nChanged 1
		SP:Iteration 55Q (24752.500000 sec): 3 clusters
  Score: Raw -435627.178722 + Penalty 2810.044174 = -432817.134549
  nChanged 2
		SP:Iteration 56Q (24752.670000 sec): 3 clusters
  Score: Raw -435628.168308 + Penalty 2810.044174 = -432818.124134
  nChanged 2
		SP:Iteration 57Q (24752.830000 sec): 3 clusters
  Score: Raw -435628.707221 + Penalty 2810.044174 = -432818.663047
  nChanged 1
		SP:Iteration 58Q (24752.980000 sec): 3 clusters
  Score: Raw -435628.821655 + Penalty 2810.044174 = -432818.777481
  nChanged 0
		SP:Iteration 59F (24753.130000 sec): 3 clusters
  Score: Raw -435628.821655 + Penalty 2810.044174 = -432818.777481
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24753.290000 sec): 2 clusters
  Score: Raw -258857.983023 + Penalty 1314.391293 = -257543.591729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24753.430000 sec): 3 clusters
  Score: Raw -257331.837004 + Penalty 2628.782587 = -254703.054418
  nChanged 1266
		SP:Iteration 1F (24753.560000 sec): 3 clusters
  Score: Raw -258139.301975 + Penalty 2628.782587 = -255510.519389
  nChanged 265
		SP:Iteration 2F (24753.700000 sec): 3 clusters
  Score: Raw -258350.833058 + Penalty 2628.782587 = -255722.050471
  nChanged 219
		SP:Iteration 3F (24753.850000 sec): 3 clusters
  Score: Raw -258513.791989 + Penalty 2628.782587 = -255885.009402
  nChanged 165
		SP:Iteration 4F (24753.990000 sec): 3 clusters
  Score: Raw -258627.328878 + Penalty 2628.782587 = -255998.546291
  nChanged 153
		SP:Iteration 5Q (24754.130000 sec): 3 clusters
  Score: Raw -258727.204194 + Penalty 2628.782587 = -256098.421607
  nChanged 132
		SP:Iteration 6Q (24754.280000 sec): 3 clusters
  Score: Raw -258813.547981 + Penalty 2628.782587 = -256184.765395
  nChanged 114
		SP:Iteration 7Q (24754.420000 sec): 3 clusters
  Score: Raw -258884.713305 + Penalty 2628.782587 = -256255.930718
  nChanged 90
		SP:Iteration 8Q (24754.570000 sec): 3 clusters
  Score: Raw -258939.912163 + Penalty 2628.782587 = -256311.129577
  nChanged 82
		SP:Iteration 9Q (24754.710000 sec): 3 clusters
  Score: Raw -258995.020811 + Penalty 2628.782587 = -256366.238224
  nChanged 81
		SP:Iteration 10Q (24754.890000 sec): 3 clusters
  Score: Raw -259042.157314 + Penalty 2628.782587 = -256413.374728
  nChanged 49
		SP:Iteration 11Q (24755.070000 sec): 3 clusters
  Score: Raw -259068.443583 + Penalty 2628.782587 = -256439.660996
  nChanged 45
		SP:Iteration 12Q (24755.220000 sec): 3 clusters
  Score: Raw -259095.653152 + Penalty 2628.782587 = -256466.870565
  nChanged 44
		SP:Iteration 13Q (24755.370000 sec): 3 clusters
  Score: Raw -259118.765982 + Penalty 2628.782587 = -256489.983395
  nChanged 33
		SP:Iteration 14Q (24755.510000 sec): 3 clusters
  Score: Raw -259137.972019 + Penalty 2628.782587 = -256509.189432
  nChanged 28
		SP:Iteration 15Q (24755.660000 sec): 3 clusters
  Score: Raw -259150.791679 + Penalty 2628.782587 = -256522.009092
  nChanged 25
		SP:Iteration 16Q (24755.810000 sec): 3 clusters
  Score: Raw -259161.994069 + Penalty 2628.782587 = -256533.211483
  nChanged 15
		SP:Iteration 17Q (24755.960000 sec): 3 clusters
  Score: Raw -259170.219477 + Penalty 2628.782587 = -256541.436890
  nChanged 14
		SP:Iteration 18Q (24756.120000 sec): 3 clusters
  Score: Raw -259177.852162 + Penalty 2628.782587 = -256549.069575
  nChanged 8
		SP:Iteration 19Q (24756.280000 sec): 3 clusters
  Score: Raw -259181.782848 + Penalty 2628.782587 = -256553.000261
  nChanged 5
		SP:Iteration 20F (24756.430000 sec): 3 clusters
  Score: Raw -259184.191555 + Penalty 2628.782587 = -256555.408969
  nChanged 5
		SP:Iteration 21Q (24756.590000 sec): 3 clusters
  Score: Raw -259187.260815 + Penalty 2628.782587 = -256558.478228
  nChanged 7
		SP:Iteration 22Q (24756.750000 sec): 3 clusters
  Score: Raw -259190.399111 + Penalty 2628.782587 = -256561.616525
  nChanged 4
		SP:Iteration 23Q (24756.910000 sec): 3 clusters
  Score: Raw -259192.687084 + Penalty 2628.782587 = -256563.904497
  nChanged 5
		SP:Iteration 24Q (24757.070000 sec): 3 clusters
  Score: Raw -259194.782279 + Penalty 2628.782587 = -256565.999693
  nChanged 1
		SP:Iteration 25Q (24757.230000 sec): 3 clusters
  Score: Raw -259195.141984 + Penalty 2628.782587 = -256566.359397
  nChanged 2
		SP:Iteration 26Q (24757.390000 sec): 3 clusters
  Score: Raw -259196.400994 + Penalty 2628.782587 = -256567.618408
  nChanged 2
		SP:Iteration 27Q (24757.550000 sec): 3 clusters
  Score: Raw -259197.063493 + Penalty 2628.782587 = -256568.280907
  nChanged 3
		SP:Iteration 28Q (24757.710000 sec): 3 clusters
  Score: Raw -259198.348060 + Penalty 2628.782587 = -256569.565473
  nChanged 2
		SP:Iteration 29Q (24757.870000 sec): 3 clusters
  Score: Raw -259199.323589 + Penalty 2628.782587 = -256570.541002
  nChanged 1
		SP:Iteration 30Q (24758.030000 sec): 3 clusters
  Score: Raw -259199.874677 + Penalty 2628.782587 = -256571.092091
  nChanged 1
		SP:Iteration 31Q (24758.190000 sec): 3 clusters
  Score: Raw -259200.218370 + Penalty 2628.782587 = -256571.435784
  nChanged 1
		SP:Iteration 32Q (24758.350000 sec): 3 clusters
  Score: Raw -259200.790338 + Penalty 2628.782587 = -256572.007752
  nChanged 3
		SP:Iteration 33Q (24758.510000 sec): 3 clusters
  Score: Raw -259202.240458 + Penalty 2628.782587 = -256573.457871
  nChanged 2
		SP:Iteration 34Q (24758.670000 sec): 3 clusters
  Score: Raw -259202.934338 + Penalty 2628.782587 = -256574.151752
  nChanged 2
		SP:Iteration 35Q (24758.830000 sec): 3 clusters
  Score: Raw -259204.268975 + Penalty 2628.782587 = -256575.486388
  nChanged 1
		SP:Iteration 36Q (24758.990000 sec): 3 clusters
  Score: Raw -259204.463414 + Penalty 2628.782587 = -256575.680827
  nChanged 0
		SP:Iteration 37F (24759.150000 sec): 3 clusters
  Score: Raw -259204.463414 + Penalty 2628.782587 = -256575.680827
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24759.220000 sec): 2 clusters
  Score: Raw -242844.239929 + Penalty 1298.358648 = -241545.881280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24759.370000 sec): 3 clusters
  Score: Raw -241504.431636 + Penalty 2596.717297 = -238907.714339
  nChanged 1097
		SP:Iteration 1F (24759.530000 sec): 3 clusters
  Score: Raw -242177.564595 + Penalty 2596.717297 = -239580.847298
  nChanged 241
		SP:Iteration 2F (24759.690000 sec): 3 clusters
  Score: Raw -242364.213573 + Penalty 2596.717297 = -239767.496276
  nChanged 170
		SP:Iteration 3F (24759.850000 sec): 3 clusters
  Score: Raw -242507.056202 + Penalty 2596.717297 = -239910.338905
  nChanged 171
		SP:Iteration 4F (24760.010000 sec): 3 clusters
  Score: Raw -242676.118318 + Penalty 2596.717297 = -240079.401021
  nChanged 155
		SP:Iteration 5F (24760.170000 sec): 3 clusters
  Score: Raw -242824.774198 + Penalty 2596.717297 = -240228.056901
  nChanged 159
		SP:Iteration 6F (24760.330000 sec): 3 clusters
  Score: Raw -242970.783284 + Penalty 2596.717297 = -240374.065987
  nChanged 147
		SP:Iteration 7Q (24760.490000 sec): 3 clusters
  Score: Raw -243095.816310 + Penalty 2596.717297 = -240499.099013
  nChanged 127
		SP:Iteration 8Q (24760.650000 sec): 3 clusters
  Score: Raw -243214.381106 + Penalty 2596.717297 = -240617.663809
  nChanged 117
		SP:Iteration 9Q (24760.810000 sec): 3 clusters
  Score: Raw -243308.872641 + Penalty 2596.717297 = -240712.155344
  nChanged 84
		SP:Iteration 10Q (24761.030000 sec): 3 clusters
  Score: Raw -243364.582885 + Penalty 2596.717297 = -240767.865588
  nChanged 50
		SP:Iteration 11Q (24761.230000 sec): 3 clusters
  Score: Raw -243390.987206 + Penalty 2596.717297 = -240794.269909
  nChanged 34
		SP:Iteration 12Q (24761.440000 sec): 3 clusters
  Score: Raw -243407.935237 + Penalty 2596.717297 = -240811.217940
  nChanged 22
		SP:Iteration 13Q (24761.670000 sec): 3 clusters
  Score: Raw -243425.150132 + Penalty 2596.717297 = -240828.432835
  nChanged 25
		SP:Iteration 14Q (24761.840000 sec): 3 clusters
  Score: Raw -243438.197528 + Penalty 2596.717297 = -240841.480231
  nChanged 16
		SP:Iteration 15Q (24762.030000 sec): 3 clusters
  Score: Raw -243444.743683 + Penalty 2596.717297 = -240848.026386
  nChanged 9
		SP:Iteration 16Q (24762.250000 sec): 3 clusters
  Score: Raw -243448.899756 + Penalty 2596.717297 = -240852.182459
  nChanged 8
		SP:Iteration 17Q (24762.430000 sec): 3 clusters
  Score: Raw -243452.571983 + Penalty 2596.717297 = -240855.854686
  nChanged 6
		SP:Iteration 18Q (24762.600000 sec): 3 clusters
  Score: Raw -243455.481453 + Penalty 2596.717297 = -240858.764156
  nChanged 12
		SP:Iteration 19Q (24762.780000 sec): 3 clusters
  Score: Raw -243460.195773 + Penalty 2596.717297 = -240863.478476
  nChanged 6
		SP:Iteration 20F (24762.960000 sec): 3 clusters
  Score: Raw -243462.338494 + Penalty 2596.717297 = -240865.621198
  nChanged 2
		SP:Iteration 21Q (24763.120000 sec): 3 clusters
  Score: Raw -243463.306094 + Penalty 2596.717297 = -240866.588797
  nChanged 3
		SP:Iteration 22Q (24763.290000 sec): 3 clusters
  Score: Raw -243464.491890 + Penalty 2596.717297 = -240867.774593
  nChanged 0
		SP:Iteration 23F (24763.440000 sec): 3 clusters
  Score: Raw -243464.491890 + Penalty 2596.717297 = -240867.774593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24763.550000 sec): 2 clusters
  Score: Raw -44841.414599 + Penalty 1034.271998 = -43807.142601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24763.710000 sec): 3 clusters
  Score: Raw -44816.373835 + Penalty 2068.543996 = -42747.829839
  nChanged 146
		SP:Iteration 1F (24763.900000 sec): 3 clusters
  Score: Raw -45060.816719 + Penalty 2068.543996 = -42992.272723
  nChanged 40
		SP:Iteration 2F (24764.020000 sec): 3 clusters
  Score: Raw -45138.220488 + Penalty 2068.543996 = -43069.676492
  nChanged 25
		SP:Iteration 3Q (24764.200000 sec): 3 clusters
  Score: Raw -45265.269525 + Penalty 2068.543996 = -43196.725529
  nChanged 26
		SP:Iteration 4Q (24764.340000 sec): 3 clusters
  Score: Raw -45387.145044 + Penalty 2068.543996 = -43318.601048
  nChanged 43
		SP:Iteration 5F (24764.580000 sec): 3 clusters
  Score: Raw -45525.385485 + Penalty 2068.543996 = -43456.841489
  nChanged 54
		SP:Iteration 6F (24764.720000 sec): 3 clusters
  Score: Raw -45679.817106 + Penalty 2068.543996 = -43611.273110
  nChanged 35
		SP:Iteration 7F (24764.910000 sec): 3 clusters
  Score: Raw -45751.889645 + Penalty 2068.543996 = -43683.345649
  nChanged 17
		SP:Iteration 8Q (24765.060000 sec): 3 clusters
  Score: Raw -45795.816157 + Penalty 2068.543996 = -43727.272161
  nChanged 5
		SP:Iteration 9Q (24765.270000 sec): 3 clusters
  Score: Raw -45805.841078 + Penalty 2068.543996 = -43737.297082
  nChanged 3
		SP:Iteration 10Q (24765.430000 sec): 3 clusters
  Score: Raw -45812.513927 + Penalty 2068.543996 = -43743.969931
  nChanged 5
		SP:Iteration 11Q (24765.660000 sec): 3 clusters
  Score: Raw -45828.168347 + Penalty 2068.543996 = -43759.624351
  nChanged 3
		SP:Iteration 12Q (24765.850000 sec): 3 clusters
  Score: Raw -45834.743473 + Penalty 2068.543996 = -43766.199477
  nChanged 4
		SP:Iteration 13Q (24765.970000 sec): 3 clusters
  Score: Raw -45846.120501 + Penalty 2068.543996 = -43777.576505
  nChanged 2
		SP:Iteration 14Q (24766.090000 sec): 3 clusters
  Score: Raw -45848.435777 + Penalty 2068.543996 = -43779.891781
  nChanged 1
		SP:Iteration 15Q (24766.210000 sec): 3 clusters
  Score: Raw -45849.878701 + Penalty 2068.543996 = -43781.334705
  nChanged 0
		SP:Iteration 16F (24766.430000 sec): 3 clusters
  Score: Raw -45849.878701 + Penalty 2068.543996 = -43781.334705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (6524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24766.510000 sec): 2 clusters
  Score: Raw -437101.831642 + Penalty 1427.276982 = -435674.554661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24766.670000 sec): 3 clusters
  Score: Raw -433635.446564 + Penalty 2854.553963 = -430780.892601
  nChanged 2645
		SP:Iteration 1F (24766.860000 sec): 3 clusters
  Score: Raw -435387.774564 + Penalty 2854.553963 = -432533.220601
  nChanged 636
		SP:Iteration 2F (24767.020000 sec): 3 clusters
  Score: Raw -436050.577435 + Penalty 2854.553963 = -433196.023472
  nChanged 641
		SP:Iteration 3F (24767.190000 sec): 3 clusters
  Score: Raw -436754.330221 + Penalty 2854.553963 = -433899.776258
  nChanged 593
		SP:Iteration 4F (24767.390000 sec): 3 clusters
  Score: Raw -437333.202664 + Penalty 2854.553963 = -434478.648700
  nChanged 487
		SP:Iteration 5F (24767.610000 sec): 3 clusters
  Score: Raw -437667.539119 + Penalty 2854.553963 = -434812.985156
  nChanged 288
		SP:Iteration 6Q (24767.810000 sec): 3 clusters
  Score: Raw -437843.317403 + Penalty 2854.553963 = -434988.763439
  nChanged 200
		SP:Iteration 7Q (24768.020000 sec): 3 clusters
  Score: Raw -437960.649216 + Penalty 2854.553963 = -435106.095253
  nChanged 160
		SP:Iteration 8Q (24768.230000 sec): 3 clusters
  Score: Raw -438047.819687 + Penalty 2854.553963 = -435193.265723
  nChanged 123
		SP:Iteration 9Q (24768.410000 sec): 3 clusters
  Score: Raw -438121.876922 + Penalty 2854.553963 = -435267.322959
  nChanged 111
		SP:Iteration 10Q (24768.640000 sec): 3 clusters
  Score: Raw -438206.446018 + Penalty 2854.553963 = -435351.892055
  nChanged 112
		SP:Iteration 11Q (24768.870000 sec): 3 clusters
  Score: Raw -438285.652442 + Penalty 2854.553963 = -435431.098479
  nChanged 99
		SP:Iteration 12Q (24769.150000 sec): 3 clusters
  Score: Raw -438333.648894 + Penalty 2854.553963 = -435479.094931
  nChanged 88
		SP:Iteration 13Q (24769.390000 sec): 3 clusters
  Score: Raw -438361.114699 + Penalty 2854.553963 = -435506.560735
  nChanged 65
		SP:Iteration 14Q (24769.600000 sec): 3 clusters
  Score: Raw -438381.807595 + Penalty 2854.553963 = -435527.253632
  nChanged 59
		SP:Iteration 15Q (24769.800000 sec): 3 clusters
  Score: Raw -438407.011154 + Penalty 2854.553963 = -435552.457191
  nChanged 66
		SP:Iteration 16Q (24770.000000 sec): 3 clusters
  Score: Raw -438438.408580 + Penalty 2854.553963 = -435583.854616
  nChanged 66
		SP:Iteration 17Q (24770.210000 sec): 3 clusters
  Score: Raw -438472.997670 + Penalty 2854.553963 = -435618.443706
  nChanged 74
		SP:Iteration 18Q (24770.430000 sec): 3 clusters
  Score: Raw -438505.709318 + Penalty 2854.553963 = -435651.155355
  nChanged 72
		SP:Iteration 19Q (24770.590000 sec): 3 clusters
  Score: Raw -438534.369487 + Penalty 2854.553963 = -435679.815524
  nChanged 61
		SP:Iteration 20F (24770.840000 sec): 3 clusters
  Score: Raw -438556.429705 + Penalty 2854.553963 = -435701.875742
  nChanged 65
		SP:Iteration 21Q (24771.040000 sec): 3 clusters
  Score: Raw -438580.839088 + Penalty 2854.553963 = -435726.285125
  nChanged 55
		SP:Iteration 22Q (24771.250000 sec): 3 clusters
  Score: Raw -438607.257469 + Penalty 2854.553963 = -435752.703506
  nChanged 65
		SP:Iteration 23Q (24771.410000 sec): 3 clusters
  Score: Raw -438633.047266 + Penalty 2854.553963 = -435778.493303
  nChanged 65
		SP:Iteration 24Q (24771.650000 sec): 3 clusters
  Score: Raw -438662.522462 + Penalty 2854.553963 = -435807.968498
  nChanged 79
		SP:Iteration 25Q (24771.870000 sec): 3 clusters
  Score: Raw -438693.016087 + Penalty 2854.553963 = -435838.462123
  nChanged 62
		SP:Iteration 26Q (24772.070000 sec): 3 clusters
  Score: Raw -438717.560771 + Penalty 2854.553963 = -435863.006808
  nChanged 62
		SP:Iteration 27Q (24772.260000 sec): 3 clusters
  Score: Raw -438741.065420 + Penalty 2854.553963 = -435886.511456
  nChanged 62
		SP:Iteration 28Q (24772.430000 sec): 3 clusters
  Score: Raw -438762.407284 + Penalty 2854.553963 = -435907.853321
  nChanged 53
		SP:Iteration 29Q (24772.670000 sec): 3 clusters
  Score: Raw -438778.128669 + Penalty 2854.553963 = -435923.574706
  nChanged 35
		SP:Iteration 30Q (24772.860000 sec): 3 clusters
  Score: Raw -438786.070214 + Penalty 2854.553963 = -435931.516251
  nChanged 27
		SP:Iteration 31Q (24773.070000 sec): 3 clusters
  Score: Raw -438791.428916 + Penalty 2854.553963 = -435936.874952
  nChanged 19
		SP:Iteration 32Q (24773.320000 sec): 3 clusters
  Score: Raw -438797.023183 + Penalty 2854.553963 = -435942.469220
  nChanged 26
		SP:Iteration 33Q (24773.520000 sec): 3 clusters
  Score: Raw -438803.938268 + Penalty 2854.553963 = -435949.384305
  nChanged 22
		SP:Iteration 34Q (24773.720000 sec): 3 clusters
  Score: Raw -438811.410625 + Penalty 2854.553963 = -435956.856662
  nChanged 26
		SP:Iteration 35Q (24773.920000 sec): 3 clusters
  Score: Raw -438818.246606 + Penalty 2854.553963 = -435963.692643
  nChanged 20
		SP:Iteration 36Q (24774.140000 sec): 3 clusters
  Score: Raw -438826.293032 + Penalty 2854.553963 = -435971.739068
  nChanged 26
		SP:Iteration 37Q (24774.290000 sec): 3 clusters
  Score: Raw -438833.114302 + Penalty 2854.553963 = -435978.560338
  nChanged 19
		SP:Iteration 38Q (24774.510000 sec): 3 clusters
  Score: Raw -438837.293723 + Penalty 2854.553963 = -435982.739760
  nChanged 20
		SP:Iteration 39Q (24774.730000 sec): 3 clusters
  Score: Raw -438841.995017 + Penalty 2854.553963 = -435987.441054
  nChanged 24
		SP:Iteration 40F (24774.950000 sec): 3 clusters
  Score: Raw -438847.470262 + Penalty 2854.553963 = -435992.916298
  nChanged 25
		SP:Iteration 41Q (24775.170000 sec): 3 clusters
  Score: Raw -438852.960667 + Penalty 2854.553963 = -435998.406704
  nChanged 16
		SP:Iteration 42Q (24775.400000 sec): 3 clusters
  Score: Raw -438857.606203 + Penalty 2854.553963 = -436003.052239
  nChanged 17
		SP:Iteration 43Q (24775.580000 sec): 3 clusters
  Score: Raw -438864.652470 + Penalty 2854.553963 = -436010.098507
  nChanged 22
		SP:Iteration 44Q (24775.790000 sec): 3 clusters
  Score: Raw -438871.248728 + Penalty 2854.553963 = -436016.694765
  nChanged 19
		SP:Iteration 45Q (24775.990000 sec): 3 clusters
  Score: Raw -438876.435709 + Penalty 2854.553963 = -436021.881746
  nChanged 19
		SP:Iteration 46Q (24776.120000 sec): 3 clusters
  Score: Raw -438883.787116 + Penalty 2854.553963 = -436029.233152
  nChanged 25
		SP:Iteration 47Q (24776.340000 sec): 3 clusters
  Score: Raw -438897.191300 + Penalty 2854.553963 = -436042.637337
  nChanged 26
		SP:Iteration 48Q (24776.500000 sec): 3 clusters
  Score: Raw -438920.203051 + Penalty 2854.553963 = -436065.649088
  nChanged 41
		SP:Iteration 49Q (24776.700000 sec): 3 clusters
  Score: Raw -438939.292964 + Penalty 2854.553963 = -436084.739000
  nChanged 39
		SP:Iteration 50Q (24776.890000 sec): 3 clusters
  Score: Raw -438952.863103 + Penalty 2854.553963 = -436098.309140
  nChanged 37
		SP:Iteration 51Q (24777.080000 sec): 3 clusters
  Score: Raw -438965.051690 + Penalty 2854.553963 = -436110.497727
  nChanged 40
		SP:Iteration 52Q (24777.260000 sec): 3 clusters
  Score: Raw -438976.909750 + Penalty 2854.553963 = -436122.355787
  nChanged 32
		SP:Iteration 53Q (24777.460000 sec): 3 clusters
  Score: Raw -438987.890621 + Penalty 2854.553963 = -436133.336658
  nChanged 32
		SP:Iteration 54Q (24777.660000 sec): 3 clusters
  Score: Raw -438997.729974 + Penalty 2854.553963 = -436143.176011
  nChanged 31
		SP:Iteration 55Q (24777.860000 sec): 3 clusters
  Score: Raw -439009.475060 + Penalty 2854.553963 = -436154.921096
  nChanged 28
		SP:Iteration 56Q (24778.060000 sec): 3 clusters
  Score: Raw -439017.287746 + Penalty 2854.553963 = -436162.733783
  nChanged 31
		SP:Iteration 57Q (24778.220000 sec): 3 clusters
  Score: Raw -439026.834811 + Penalty 2854.553963 = -436172.280848
  nChanged 31
		SP:Iteration 58Q (24778.440000 sec): 3 clusters
  Score: Raw -439035.991579 + Penalty 2854.553963 = -436181.437616
  nChanged 34
		SP:Iteration 59Q (24778.650000 sec): 3 clusters
  Score: Raw -439044.591518 + Penalty 2854.553963 = -436190.037554
  nChanged 35
		SP:Iteration 60F (24778.860000 sec): 3 clusters
  Score: Raw -439057.191401 + Penalty 2854.553963 = -436202.637437
  nChanged 33
		SP:Iteration 61Q (24779.070000 sec): 3 clusters
  Score: Raw -439069.977807 + Penalty 2854.553963 = -436215.423844
  nChanged 38
		SP:Iteration 62Q (24779.260000 sec): 3 clusters
  Score: Raw -439089.766556 + Penalty 2854.553963 = -436235.212593
  nChanged 59
		SP:Iteration 63Q (24779.480000 sec): 3 clusters
  Score: Raw -439115.581921 + Penalty 2854.553963 = -436261.027958
  nChanged 58
		SP:Iteration 64Q (24779.660000 sec): 3 clusters
  Score: Raw -439143.645738 + Penalty 2854.553963 = -436289.091775
  nChanged 54
		SP:Iteration 65Q (24779.880000 sec): 3 clusters
  Score: Raw -439168.652770 + Penalty 2854.553963 = -436314.098807
  nChanged 57
		SP:Iteration 66Q (24780.080000 sec): 3 clusters
  Score: Raw -439194.447333 + Penalty 2854.553963 = -436339.893370
  nChanged 57
		SP:Iteration 67Q (24780.230000 sec): 3 clusters
  Score: Raw -439220.813906 + Penalty 2854.553963 = -436366.259942
  nChanged 58
		SP:Iteration 68Q (24780.410000 sec): 3 clusters
  Score: Raw -439250.295030 + Penalty 2854.553963 = -436395.741067
  nChanged 56
		SP:Iteration 69Q (24780.590000 sec): 3 clusters
  Score: Raw -439276.831060 + Penalty 2854.553963 = -436422.277097
  nChanged 68
		SP:Iteration 70Q (24780.820000 sec): 3 clusters
  Score: Raw -439312.206393 + Penalty 2854.553963 = -436457.652429
  nChanged 72
		SP:Iteration 71Q (24781.030000 sec): 3 clusters
  Score: Raw -439356.560236 + Penalty 2854.553963 = -436502.006273
  nChanged 75
		SP:Iteration 72Q (24781.240000 sec): 3 clusters
  Score: Raw -439409.249796 + Penalty 2854.553963 = -436554.695833
  nChanged 82
		SP:Iteration 73Q (24781.440000 sec): 3 clusters
  Score: Raw -439471.795140 + Penalty 2854.553963 = -436617.241177
  nChanged 91
		SP:Iteration 74Q (24781.640000 sec): 3 clusters
  Score: Raw -439524.776161 + Penalty 2854.553963 = -436670.222198
  nChanged 74
		SP:Iteration 75Q (24781.860000 sec): 3 clusters
  Score: Raw -439569.075359 + Penalty 2854.553963 = -436714.521396
  nChanged 74
		SP:Iteration 76Q (24782.070000 sec): 3 clusters
  Score: Raw -439605.816806 + Penalty 2854.553963 = -436751.262843
  nChanged 58
		SP:Iteration 77Q (24782.240000 sec): 3 clusters
  Score: Raw -439634.042934 + Penalty 2854.553963 = -436779.488970
  nChanged 49
		SP:Iteration 78Q (24782.430000 sec): 3 clusters
  Score: Raw -439656.176670 + Penalty 2854.553963 = -436801.622707
  nChanged 49
		SP:Iteration 79Q (24782.710000 sec): 3 clusters
  Score: Raw -439672.523845 + Penalty 2854.553963 = -436817.969882
  nChanged 33
		SP:Iteration 80F (24782.880000 sec): 3 clusters
  Score: Raw -439695.311352 + Penalty 2854.553963 = -436840.757388
  nChanged 32
		SP:Iteration 81Q (24783.070000 sec): 3 clusters
  Score: Raw -439706.123705 + Penalty 2854.553963 = -436851.569742
  nChanged 26
		SP:Iteration 82Q (24783.300000 sec): 3 clusters
  Score: Raw -439712.755867 + Penalty 2854.553963 = -436858.201904
  nChanged 23
		SP:Iteration 83Q (24783.480000 sec): 3 clusters
  Score: Raw -439720.125252 + Penalty 2854.553963 = -436865.571289
  nChanged 22
		SP:Iteration 84Q (24783.730000 sec): 3 clusters
  Score: Raw -439726.617302 + Penalty 2854.553963 = -436872.063339
  nChanged 22
		SP:Iteration 85Q (24783.900000 sec): 3 clusters
  Score: Raw -439732.578448 + Penalty 2854.553963 = -436878.024485
  nChanged 21
		SP:Iteration 86Q (24784.090000 sec): 3 clusters
  Score: Raw -439738.504772 + Penalty 2854.553963 = -436883.950808
  nChanged 25
		SP:Iteration 87Q (24784.260000 sec): 3 clusters
  Score: Raw -439746.448126 + Penalty 2854.553963 = -436891.894163
  nChanged 24
		SP:Iteration 88Q (24784.420000 sec): 3 clusters
  Score: Raw -439754.550141 + Penalty 2854.553963 = -436899.996177
  nChanged 26
		SP:Iteration 89Q (24784.630000 sec): 3 clusters
  Score: Raw -439762.125462 + Penalty 2854.553963 = -436907.571499
  nChanged 18
		SP:Iteration 90Q (24784.790000 sec): 3 clusters
  Score: Raw -439767.150681 + Penalty 2854.553963 = -436912.596718
  nChanged 15
		SP:Iteration 91Q (24784.980000 sec): 3 clusters
  Score: Raw -439771.641226 + Penalty 2854.553963 = -436917.087263
  nChanged 19
		SP:Iteration 92Q (24785.210000 sec): 3 clusters
  Score: Raw -439777.208200 + Penalty 2854.553963 = -436922.654236
  nChanged 17
		SP:Iteration 93Q (24785.410000 sec): 3 clusters
  Score: Raw -439781.692298 + Penalty 2854.553963 = -436927.138335
  nChanged 18
		SP:Iteration 94Q (24785.700000 sec): 3 clusters
  Score: Raw -439786.898210 + Penalty 2854.553963 = -436932.344247
  nChanged 16
		SP:Iteration 95Q (24785.970000 sec): 3 clusters
  Score: Raw -439789.627671 + Penalty 2854.553963 = -436935.073707
  nChanged 9
		SP:Iteration 96Q (24786.220000 sec): 3 clusters
  Score: Raw -439792.100500 + Penalty 2854.553963 = -436937.546537
  nChanged 7
		SP:Iteration 97Q (24786.370000 sec): 3 clusters
  Score: Raw -439793.437978 + Penalty 2854.553963 = -436938.884015
  nChanged 6
		SP:Iteration 98Q (24786.610000 sec): 3 clusters
  Score: Raw -439794.534402 + Penalty 2854.553963 = -436939.980438
  nChanged 2
		SP:Iteration 99Q (24786.780000 sec): 3 clusters
  Score: Raw -439795.017180 + Penalty 2854.553963 = -436940.463217
  nChanged 3
		SP:Iteration 100F (24786.960000 sec): 3 clusters
  Score: Raw -439795.604192 + Penalty 2854.553963 = -436941.050229
  nChanged 1
		SP:Iteration 101Q (24787.150000 sec): 3 clusters
  Score: Raw -439795.677918 + Penalty 2854.553963 = -436941.123954
  nChanged 0
		SP:Iteration 102F (24787.410000 sec): 3 clusters
  Score: Raw -439795.677918 + Penalty 2854.553963 = -436941.123954
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24787.480000 sec): 2 clusters
  Score: Raw -95023.655945 + Penalty 1174.258964 = -93849.396981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24787.680000 sec): 3 clusters
  Score: Raw -94497.989597 + Penalty 2348.517928 = -92149.471669
  nChanged 454
		SP:Iteration 1F (24787.860000 sec): 3 clusters
  Score: Raw -94951.922595 + Penalty 2348.517928 = -92603.404666
  nChanged 112
		SP:Iteration 2F (24788.010000 sec): 3 clusters
  Score: Raw -95128.237406 + Penalty 2348.517928 = -92779.719478
  nChanged 97
		SP:Iteration 3F (24788.150000 sec): 3 clusters
  Score: Raw -95533.080541 + Penalty 2348.517928 = -93184.562613
  nChanged 123
		SP:Iteration 4F (24788.290000 sec): 3 clusters
  Score: Raw -95840.686554 + Penalty 2348.517928 = -93492.168626
  nChanged 143
		SP:Iteration 5F (24788.430000 sec): 3 clusters
  Score: Raw -96184.398346 + Penalty 2348.517928 = -93835.880418
  nChanged 150
		SP:Iteration 6F (24788.570000 sec): 3 clusters
  Score: Raw -96459.669282 + Penalty 2348.517928 = -94111.151354
  nChanged 91
		SP:Iteration 7F (24788.710000 sec): 3 clusters
  Score: Raw -96646.615469 + Penalty 2348.517928 = -94298.097541
  nChanged 55
		SP:Iteration 8Q (24788.850000 sec): 3 clusters
  Score: Raw -96811.460625 + Penalty 2348.517928 = -94462.942696
  nChanged 35
		SP:Iteration 9Q (24788.980000 sec): 3 clusters
  Score: Raw -96980.299105 + Penalty 2348.517928 = -94631.781177
  nChanged 16
		SP:Iteration 10Q (24789.120000 sec): 3 clusters
  Score: Raw -97047.249189 + Penalty 2348.517928 = -94698.731261
  nChanged 20
		SP:Iteration 11Q (24789.260000 sec): 3 clusters
  Score: Raw -97118.285599 + Penalty 2348.517928 = -94769.767670
  nChanged 8
		SP:Iteration 12Q (24789.400000 sec): 3 clusters
  Score: Raw -97160.513882 + Penalty 2348.517928 = -94811.995954
  nChanged 5
		SP:Iteration 13Q (24789.540000 sec): 3 clusters
  Score: Raw -97180.676127 + Penalty 2348.517928 = -94832.158198
  nChanged 4
		SP:Iteration 14Q (24789.680000 sec): 3 clusters
  Score: Raw -97195.634870 + Penalty 2348.517928 = -94847.116942
  nChanged 2
		SP:Iteration 15Q (24789.820000 sec): 3 clusters
  Score: Raw -97205.369533 + Penalty 2348.517928 = -94856.851605
  nChanged 2
		SP:Iteration 16Q (24789.960000 sec): 3 clusters
  Score: Raw -97219.960694 + Penalty 2348.517928 = -94871.442766
  nChanged 4
		SP:Iteration 17Q (24790.100000 sec): 3 clusters
  Score: Raw -97251.828009 + Penalty 2348.517928 = -94903.310081
  nChanged 2
		SP:Iteration 18Q (24790.230000 sec): 3 clusters
  Score: Raw -97267.262500 + Penalty 2348.517928 = -94918.744571
  nChanged 1
		SP:Iteration 19Q (24790.370000 sec): 3 clusters
  Score: Raw -97268.180739 + Penalty 2348.517928 = -94919.662810
  nChanged 0
		SP:Iteration 20F (24790.510000 sec): 3 clusters
  Score: Raw -97268.180739 + Penalty 2348.517928 = -94919.662810
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24790.580000 sec): 2 clusters
  Score: Raw -226088.308166 + Penalty 1284.873767 = -224803.434399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24790.730000 sec): 3 clusters
  Score: Raw -224891.490251 + Penalty 2569.747534 = -222321.742717
  nChanged 994
		SP:Iteration 1F (24790.870000 sec): 3 clusters
  Score: Raw -225545.072267 + Penalty 2569.747534 = -222975.324733
  nChanged 215
		SP:Iteration 2F (24791.020000 sec): 3 clusters
  Score: Raw -225707.622267 + Penalty 2569.747534 = -223137.874733
  nChanged 150
		SP:Iteration 3F (24791.160000 sec): 3 clusters
  Score: Raw -225851.720835 + Penalty 2569.747534 = -223281.973301
  nChanged 157
		SP:Iteration 4F (24791.310000 sec): 3 clusters
  Score: Raw -226003.072576 + Penalty 2569.747534 = -223433.325042
  nChanged 156
		SP:Iteration 5F (24791.450000 sec): 3 clusters
  Score: Raw -226159.204356 + Penalty 2569.747534 = -223589.456823
  nChanged 151
		SP:Iteration 6F (24791.590000 sec): 3 clusters
  Score: Raw -226309.127967 + Penalty 2569.747534 = -223739.380433
  nChanged 121
		SP:Iteration 7Q (24791.740000 sec): 3 clusters
  Score: Raw -226434.002073 + Penalty 2569.747534 = -223864.254540
  nChanged 104
		SP:Iteration 8Q (24791.900000 sec): 3 clusters
  Score: Raw -226539.750468 + Penalty 2569.747534 = -223970.002934
  nChanged 105
		SP:Iteration 9Q (24792.060000 sec): 3 clusters
  Score: Raw -226638.832446 + Penalty 2569.747534 = -224069.084912
  nChanged 78
		SP:Iteration 10Q (24792.210000 sec): 3 clusters
  Score: Raw -226709.129278 + Penalty 2569.747534 = -224139.381744
  nChanged 65
		SP:Iteration 11Q (24792.350000 sec): 3 clusters
  Score: Raw -226773.296825 + Penalty 2569.747534 = -224203.549291
  nChanged 58
		SP:Iteration 12Q (24792.490000 sec): 3 clusters
  Score: Raw -226813.648631 + Penalty 2569.747534 = -224243.901097
  nChanged 48
		SP:Iteration 13Q (24792.640000 sec): 3 clusters
  Score: Raw -226840.247983 + Penalty 2569.747534 = -224270.500449
  nChanged 32
		SP:Iteration 14Q (24792.780000 sec): 3 clusters
  Score: Raw -226855.636186 + Penalty 2569.747534 = -224285.888653
  nChanged 22
		SP:Iteration 15Q (24792.930000 sec): 3 clusters
  Score: Raw -226863.700542 + Penalty 2569.747534 = -224293.953009
  nChanged 8
		SP:Iteration 16Q (24793.070000 sec): 3 clusters
  Score: Raw -226866.330675 + Penalty 2569.747534 = -224296.583141
  nChanged 7
		SP:Iteration 17Q (24793.210000 sec): 3 clusters
  Score: Raw -226869.012715 + Penalty 2569.747534 = -224299.265181
  nChanged 5
		SP:Iteration 18Q (24793.360000 sec): 3 clusters
  Score: Raw -226870.580847 + Penalty 2569.747534 = -224300.833313
  nChanged 3
		SP:Iteration 19Q (24793.500000 sec): 3 clusters
  Score: Raw -226871.698821 + Penalty 2569.747534 = -224301.951287
  nChanged 3
		SP:Iteration 20F (24793.650000 sec): 3 clusters
  Score: Raw -226873.284657 + Penalty 2569.747534 = -224303.537123
  nChanged 2
		SP:Iteration 21Q (24793.790000 sec): 3 clusters
  Score: Raw -226874.092545 + Penalty 2569.747534 = -224304.345011
  nChanged 2
		SP:Iteration 22Q (24793.930000 sec): 3 clusters
  Score: Raw -226874.741538 + Penalty 2569.747534 = -224304.994005
  nChanged 0
		SP:Iteration 23F (24794.080000 sec): 3 clusters
  Score: Raw -226874.741538 + Penalty 2569.747534 = -224304.994005
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24794.150000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24794.290000 sec): 3 clusters
  Score: Raw -15715.426153 + Penalty 1725.187002 = -13990.239151
  nChanged 28
		SP:Iteration 1F (24794.430000 sec): 3 clusters
  Score: Raw -15797.660146 + Penalty 1725.187002 = -14072.473144
  nChanged 2
		SP:Iteration 2Q (24794.580000 sec): 3 clusters
  Score: Raw -15807.433623 + Penalty 1725.187002 = -14082.246621
  nChanged 0
		SP:Iteration 3F (24794.730000 sec): 3 clusters
  Score: Raw -15807.433623 + Penalty 1725.187002 = -14082.246621
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24794.860000 sec): 2 clusters
  Score: Raw -124882.712125 + Penalty 1202.501547 = -123680.210579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24795.010000 sec): 3 clusters
  Score: Raw -124255.936405 + Penalty 2405.003093 = -121850.933312
  nChanged 579
		SP:Iteration 1F (24795.170000 sec): 3 clusters
  Score: Raw -124803.854054 + Penalty 2405.003093 = -122398.850961
  nChanged 184
		SP:Iteration 2F (24795.320000 sec): 3 clusters
  Score: Raw -125095.172229 + Penalty 2405.003093 = -122690.169136
  nChanged 142
		SP:Iteration 3F (24795.480000 sec): 3 clusters
  Score: Raw -125370.543973 + Penalty 2405.003093 = -122965.540880
  nChanged 131
		SP:Iteration 4F (24795.640000 sec): 3 clusters
  Score: Raw -125618.716063 + Penalty 2405.003093 = -123213.712970
  nChanged 107
		SP:Iteration 5F (24795.800000 sec): 3 clusters
  Score: Raw -125800.048145 + Penalty 2405.003093 = -123395.045052
  nChanged 66
		SP:Iteration 6Q (24796.030000 sec): 3 clusters
  Score: Raw -125951.039572 + Penalty 2405.003093 = -123546.036479
  nChanged 48
		SP:Iteration 7Q (24796.230000 sec): 3 clusters
  Score: Raw -126026.765908 + Penalty 2405.003093 = -123621.762815
  nChanged 33
		SP:Iteration 8Q (24796.400000 sec): 3 clusters
  Score: Raw -126056.655270 + Penalty 2405.003093 = -123651.652177
  nChanged 14
		SP:Iteration 9Q (24796.550000 sec): 3 clusters
  Score: Raw -126067.394232 + Penalty 2405.003093 = -123662.391139
  nChanged 11
		SP:Iteration 10Q (24796.780000 sec): 3 clusters
  Score: Raw -126076.780574 + Penalty 2405.003093 = -123671.777481
  nChanged 6
		SP:Iteration 11Q (24797.010000 sec): 3 clusters
  Score: Raw -126082.444272 + Penalty 2405.003093 = -123677.441179
  nChanged 8
		SP:Iteration 12Q (24797.220000 sec): 3 clusters
  Score: Raw -126089.944258 + Penalty 2405.003093 = -123684.941165
  nChanged 5
		SP:Iteration 13Q (24797.330000 sec): 3 clusters
  Score: Raw -126094.901763 + Penalty 2405.003093 = -123689.898670
  nChanged 4
		SP:Iteration 14Q (24797.470000 sec): 3 clusters
  Score: Raw -126100.697863 + Penalty 2405.003093 = -123695.694770
  nChanged 7
		SP:Iteration 15Q (24797.630000 sec): 3 clusters
  Score: Raw -126110.906783 + Penalty 2405.003093 = -123705.903690
  nChanged 9
		SP:Iteration 16Q (24797.810000 sec): 3 clusters
  Score: Raw -126125.292065 + Penalty 2405.003093 = -123720.288972
  nChanged 9
		SP:Iteration 17Q (24797.990000 sec): 3 clusters
  Score: Raw -126145.692969 + Penalty 2405.003093 = -123740.689875
  nChanged 8
		SP:Iteration 18Q (24798.180000 sec): 3 clusters
  Score: Raw -126157.645927 + Penalty 2405.003093 = -123752.642834
  nChanged 11
		SP:Iteration 19Q (24798.310000 sec): 3 clusters
  Score: Raw -126169.956480 + Penalty 2405.003093 = -123764.953387
  nChanged 14
		SP:Iteration 20F (24798.450000 sec): 3 clusters
  Score: Raw -126179.111388 + Penalty 2405.003093 = -123774.108295
  nChanged 4
		SP:Iteration 21Q (24798.590000 sec): 3 clusters
  Score: Raw -126181.304115 + Penalty 2405.003093 = -123776.301022
  nChanged 0
		SP:Iteration 22F (24798.720000 sec): 3 clusters
  Score: Raw -126181.304115 + Penalty 2405.003093 = -123776.301022
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24798.830000 sec): 2 clusters
  Score: Raw -120398.575747 + Penalty 1185.115373 = -119213.460374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24799.010000 sec): 3 clusters
  Score: Raw -119806.254619 + Penalty 2370.230746 = -117436.023873
  nChanged 483
		SP:Iteration 1F (24799.130000 sec): 3 clusters
  Score: Raw -120175.517157 + Penalty 2370.230746 = -117805.286411
  nChanged 102
		SP:Iteration 2F (24799.290000 sec): 3 clusters
  Score: Raw -120267.090833 + Penalty 2370.230746 = -117896.860087
  nChanged 72
		SP:Iteration 3Q (24799.480000 sec): 3 clusters
  Score: Raw -120344.684079 + Penalty 2370.230746 = -117974.453334
  nChanged 47
		SP:Iteration 4Q (24799.650000 sec): 3 clusters
  Score: Raw -120387.137563 + Penalty 2370.230746 = -118016.906817
  nChanged 44
		SP:Iteration 5Q (24799.810000 sec): 3 clusters
  Score: Raw -120425.543844 + Penalty 2370.230746 = -118055.313098
  nChanged 40
		SP:Iteration 6Q (24799.930000 sec): 3 clusters
  Score: Raw -120462.293975 + Penalty 2370.230746 = -118092.063229
  nChanged 32
		SP:Iteration 7Q (24800.090000 sec): 3 clusters
  Score: Raw -120511.790120 + Penalty 2370.230746 = -118141.559374
  nChanged 52
		SP:Iteration 8Q (24800.290000 sec): 3 clusters
  Score: Raw -120575.245631 + Penalty 2370.230746 = -118205.014885
  nChanged 42
		SP:Iteration 9Q (24800.450000 sec): 3 clusters
  Score: Raw -120611.075113 + Penalty 2370.230746 = -118240.844367
  nChanged 24
		SP:Iteration 10Q (24800.650000 sec): 3 clusters
  Score: Raw -120631.203989 + Penalty 2370.230746 = -118260.973243
  nChanged 15
		SP:Iteration 11Q (24800.850000 sec): 3 clusters
  Score: Raw -120640.542148 + Penalty 2370.230746 = -118270.311402
  nChanged 9
		SP:Iteration 12Q (24800.980000 sec): 3 clusters
  Score: Raw -120645.700473 + Penalty 2370.230746 = -118275.469727
  nChanged 8
		SP:Iteration 13Q (24801.180000 sec): 3 clusters
  Score: Raw -120651.281027 + Penalty 2370.230746 = -118281.050282
  nChanged 12
		SP:Iteration 14Q (24801.400000 sec): 3 clusters
  Score: Raw -120660.038194 + Penalty 2370.230746 = -118289.807448
  nChanged 8
		SP:Iteration 15Q (24801.580000 sec): 3 clusters
  Score: Raw -120666.314583 + Penalty 2370.230746 = -118296.083837
  nChanged 8
		SP:Iteration 16Q (24801.750000 sec): 3 clusters
  Score: Raw -120674.996525 + Penalty 2370.230746 = -118304.765779
  nChanged 8
		SP:Iteration 17Q (24801.930000 sec): 3 clusters
  Score: Raw -120680.572440 + Penalty 2370.230746 = -118310.341694
  nChanged 10
		SP:Iteration 18Q (24802.090000 sec): 3 clusters
  Score: Raw -120689.757128 + Penalty 2370.230746 = -118319.526382
  nChanged 6
		SP:Iteration 19Q (24802.300000 sec): 3 clusters
  Score: Raw -120693.948176 + Penalty 2370.230746 = -118323.717430
  nChanged 2
		SP:Iteration 20F (24802.470000 sec): 3 clusters
  Score: Raw -120694.445690 + Penalty 2370.230746 = -118324.214944
  nChanged 2
		SP:Iteration 21Q (24802.660000 sec): 3 clusters
  Score: Raw -120695.894811 + Penalty 2370.230746 = -118325.664065
  nChanged 3
		SP:Iteration 22Q (24802.840000 sec): 3 clusters
  Score: Raw -120698.514840 + Penalty 2370.230746 = -118328.284094
  nChanged 4
		SP:Iteration 23Q (24803.050000 sec): 3 clusters
  Score: Raw -120702.673136 + Penalty 2370.230746 = -118332.442390
  nChanged 7
		SP:Iteration 24Q (24803.270000 sec): 3 clusters
  Score: Raw -120711.420858 + Penalty 2370.230746 = -118341.190112
  nChanged 8
		SP:Iteration 25Q (24803.460000 sec): 3 clusters
  Score: Raw -120715.778537 + Penalty 2370.230746 = -118345.547791
  nChanged 3
		SP:Iteration 26Q (24803.670000 sec): 3 clusters
  Score: Raw -120718.187310 + Penalty 2370.230746 = -118347.956564
  nChanged 0
		SP:Iteration 27F (24803.910000 sec): 3 clusters
  Score: Raw -120718.187310 + Penalty 2370.230746 = -118347.956564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (3774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24804.030000 sec): 2 clusters
  Score: Raw -264892.894391 + Penalty 1338.332243 = -263554.562148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24804.230000 sec): 3 clusters
  Score: Raw -263053.866366 + Penalty 2676.664486 = -260377.201880
  nChanged 1473
		SP:Iteration 1F (24804.410000 sec): 3 clusters
  Score: Raw -264214.645323 + Penalty 2676.664486 = -261537.980837
  nChanged 431
		SP:Iteration 2F (24804.650000 sec): 3 clusters
  Score: Raw -264823.706970 + Penalty 2676.664486 = -262147.042484
  nChanged 371
		SP:Iteration 3F (24804.870000 sec): 3 clusters
  Score: Raw -265372.438572 + Penalty 2676.664486 = -262695.774086
  nChanged 280
		SP:Iteration 4F (24805.090000 sec): 3 clusters
  Score: Raw -265831.470640 + Penalty 2676.664486 = -263154.806154
  nChanged 222
		SP:Iteration 5F (24805.290000 sec): 3 clusters
  Score: Raw -266075.429824 + Penalty 2676.664486 = -263398.765338
  nChanged 137
		SP:Iteration 6Q (24805.450000 sec): 3 clusters
  Score: Raw -266193.060042 + Penalty 2676.664486 = -263516.395556
  nChanged 100
		SP:Iteration 7Q (24805.650000 sec): 3 clusters
  Score: Raw -266266.492966 + Penalty 2676.664486 = -263589.828480
  nChanged 58
		SP:Iteration 8Q (24805.900000 sec): 3 clusters
  Score: Raw -266300.341367 + Penalty 2676.664486 = -263623.676881
  nChanged 39
		SP:Iteration 9Q (24806.080000 sec): 3 clusters
  Score: Raw -266320.365427 + Penalty 2676.664486 = -263643.700941
  nChanged 37
		SP:Iteration 10Q (24806.290000 sec): 3 clusters
  Score: Raw -266341.929868 + Penalty 2676.664486 = -263665.265382
  nChanged 30
		SP:Iteration 11Q (24806.440000 sec): 3 clusters
  Score: Raw -266358.865559 + Penalty 2676.664486 = -263682.201073
  nChanged 31
		SP:Iteration 12Q (24806.650000 sec): 3 clusters
  Score: Raw -266373.765677 + Penalty 2676.664486 = -263697.101191
  nChanged 31
		SP:Iteration 13Q (24806.860000 sec): 3 clusters
  Score: Raw -266386.795168 + Penalty 2676.664486 = -263710.130682
  nChanged 25
		SP:Iteration 14Q (24807.080000 sec): 3 clusters
  Score: Raw -266394.239252 + Penalty 2676.664486 = -263717.574766
  nChanged 16
		SP:Iteration 15Q (24807.270000 sec): 3 clusters
  Score: Raw -266400.366083 + Penalty 2676.664486 = -263723.701598
  nChanged 17
		SP:Iteration 16Q (24807.440000 sec): 3 clusters
  Score: Raw -266408.360196 + Penalty 2676.664486 = -263731.695710
  nChanged 17
		SP:Iteration 17Q (24807.570000 sec): 3 clusters
  Score: Raw -266415.167921 + Penalty 2676.664486 = -263738.503435
  nChanged 18
		SP:Iteration 18Q (24807.710000 sec): 3 clusters
  Score: Raw -266423.546973 + Penalty 2676.664486 = -263746.882487
  nChanged 17
		SP:Iteration 19Q (24807.910000 sec): 3 clusters
  Score: Raw -266432.570333 + Penalty 2676.664486 = -263755.905847
  nChanged 25
		SP:Iteration 20F (24808.100000 sec): 3 clusters
  Score: Raw -266449.814487 + Penalty 2676.664486 = -263773.150001
  nChanged 26
		SP:Iteration 21Q (24808.240000 sec): 3 clusters
  Score: Raw -266461.699871 + Penalty 2676.664486 = -263785.035385
  nChanged 20
		SP:Iteration 22Q (24808.370000 sec): 3 clusters
  Score: Raw -266471.667668 + Penalty 2676.664486 = -263795.003183
  nChanged 18
		SP:Iteration 23Q (24808.560000 sec): 3 clusters
  Score: Raw -266479.410162 + Penalty 2676.664486 = -263802.745676
  nChanged 13
		SP:Iteration 24Q (24808.740000 sec): 3 clusters
  Score: Raw -266494.041305 + Penalty 2676.664486 = -263817.376819
  nChanged 22
		SP:Iteration 25Q (24808.930000 sec): 3 clusters
  Score: Raw -266507.958958 + Penalty 2676.664486 = -263831.294472
  nChanged 18
		SP:Iteration 26Q (24809.090000 sec): 3 clusters
  Score: Raw -266515.035409 + Penalty 2676.664486 = -263838.370924
  nChanged 11
		SP:Iteration 27Q (24809.270000 sec): 3 clusters
  Score: Raw -266519.312130 + Penalty 2676.664486 = -263842.647644
  nChanged 9
		SP:Iteration 28Q (24809.510000 sec): 3 clusters
  Score: Raw -266521.692021 + Penalty 2676.664486 = -263845.027535
  nChanged 7
		SP:Iteration 29Q (24809.720000 sec): 3 clusters
  Score: Raw -266523.381083 + Penalty 2676.664486 = -263846.716597
  nChanged 2
		SP:Iteration 30Q (24809.980000 sec): 3 clusters
  Score: Raw -266523.869923 + Penalty 2676.664486 = -263847.205437
  nChanged 2
		SP:Iteration 31Q (24810.140000 sec): 3 clusters
  Score: Raw -266525.181283 + Penalty 2676.664486 = -263848.516797
  nChanged 3
		SP:Iteration 32Q (24810.390000 sec): 3 clusters
  Score: Raw -266525.667160 + Penalty 2676.664486 = -263849.002674
  nChanged 0
		SP:Iteration 33F (24810.580000 sec): 3 clusters
  Score: Raw -266525.667160 + Penalty 2676.664486 = -263849.002674
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (1059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24810.710000 sec): 2 clusters
  Score: Raw -82017.113252 + Penalty 1131.825556 = -80885.287696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24810.890000 sec): 3 clusters
  Score: Raw -81736.674461 + Penalty 2263.651112 = -79473.023349
  nChanged 340
		SP:Iteration 1F (24811.090000 sec): 3 clusters
  Score: Raw -82320.906736 + Penalty 2263.651112 = -80057.255623
  nChanged 107
		SP:Iteration 2F (24811.270000 sec): 3 clusters
  Score: Raw -82640.653926 + Penalty 2263.651112 = -80377.002814
  nChanged 68
		SP:Iteration 3F (24811.400000 sec): 3 clusters
  Score: Raw -82796.835225 + Penalty 2263.651112 = -80533.184113
  nChanged 37
		SP:Iteration 4Q (24811.620000 sec): 3 clusters
  Score: Raw -82873.401403 + Penalty 2263.651112 = -80609.750291
  nChanged 27
		SP:Iteration 5Q (24811.770000 sec): 3 clusters
  Score: Raw -82935.991796 + Penalty 2263.651112 = -80672.340683
  nChanged 19
		SP:Iteration 6Q (24811.950000 sec): 3 clusters
  Score: Raw -82961.877184 + Penalty 2263.651112 = -80698.226071
  nChanged 15
		SP:Iteration 7Q (24812.090000 sec): 3 clusters
  Score: Raw -82978.912568 + Penalty 2263.651112 = -80715.261456
  nChanged 11
		SP:Iteration 8Q (24812.280000 sec): 3 clusters
  Score: Raw -82997.190982 + Penalty 2263.651112 = -80733.539870
  nChanged 10
		SP:Iteration 9Q (24812.450000 sec): 3 clusters
  Score: Raw -83019.439744 + Penalty 2263.651112 = -80755.788632
  nChanged 11
		SP:Iteration 10Q (24812.620000 sec): 3 clusters
  Score: Raw -83038.693225 + Penalty 2263.651112 = -80775.042113
  nChanged 9
		SP:Iteration 11Q (24812.790000 sec): 3 clusters
  Score: Raw -83052.419348 + Penalty 2263.651112 = -80788.768235
  nChanged 9
		SP:Iteration 12Q (24812.960000 sec): 3 clusters
  Score: Raw -83066.033833 + Penalty 2263.651112 = -80802.382720
  nChanged 10
		SP:Iteration 13Q (24813.140000 sec): 3 clusters
  Score: Raw -83093.848187 + Penalty 2263.651112 = -80830.197075
  nChanged 11
		SP:Iteration 14Q (24813.280000 sec): 3 clusters
  Score: Raw -83166.490128 + Penalty 2263.651112 = -80902.839015
  nChanged 9
		SP:Iteration 15Q (24813.410000 sec): 3 clusters
  Score: Raw -83237.994116 + Penalty 2263.651112 = -80974.343004
  nChanged 3
		SP:Iteration 16Q (24813.560000 sec): 3 clusters
  Score: Raw -83239.891702 + Penalty 2263.651112 = -80976.240589
  nChanged 0
		SP:Iteration 17F (24813.750000 sec): 3 clusters
  Score: Raw -83239.891702 + Penalty 2263.651112 = -80976.240589
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24813.860000 sec): 2 clusters
  Score: Raw -60982.741903 + Penalty 1101.367571 = -59881.374332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24814.010000 sec): 3 clusters
  Score: Raw -60889.921632 + Penalty 2202.735143 = -58687.186489
  nChanged 250
		SP:Iteration 1F (24814.150000 sec): 3 clusters
  Score: Raw -61472.326446 + Penalty 2202.735143 = -59269.591303
  nChanged 117
		SP:Iteration 2F (24814.320000 sec): 3 clusters
  Score: Raw -61977.347446 + Penalty 2202.735143 = -59774.612303
  nChanged 83
		SP:Iteration 3F (24814.470000 sec): 3 clusters
  Score: Raw -62460.728645 + Penalty 2202.735143 = -60257.993502
  nChanged 51
		SP:Iteration 4F (24814.660000 sec): 3 clusters
  Score: Raw -62807.037521 + Penalty 2202.735143 = -60604.302378
  nChanged 36
		SP:Iteration 5Q (24814.830000 sec): 3 clusters
  Score: Raw -62921.841480 + Penalty 2202.735143 = -60719.106337
  nChanged 21
		SP:Iteration 6Q (24814.990000 sec): 3 clusters
  Score: Raw -62990.725051 + Penalty 2202.735143 = -60787.989908
  nChanged 15
		SP:Iteration 7Q (24815.160000 sec): 3 clusters
  Score: Raw -63052.558402 + Penalty 2202.735143 = -60849.823259
  nChanged 8
		SP:Iteration 8Q (24815.320000 sec): 3 clusters
  Score: Raw -63089.068298 + Penalty 2202.735143 = -60886.333155
  nChanged 9
		SP:Iteration 9Q (24815.510000 sec): 3 clusters
  Score: Raw -63116.968851 + Penalty 2202.735143 = -60914.233708
  nChanged 8
		SP:Iteration 10Q (24815.730000 sec): 3 clusters
  Score: Raw -63138.987627 + Penalty 2202.735143 = -60936.252484
  nChanged 4
		SP:Iteration 11Q (24815.910000 sec): 3 clusters
  Score: Raw -63145.449011 + Penalty 2202.735143 = -60942.713868
  nChanged 3
		SP:Iteration 12Q (24816.080000 sec): 3 clusters
  Score: Raw -63149.724796 + Penalty 2202.735143 = -60946.989653
  nChanged 3
		SP:Iteration 13Q (24816.280000 sec): 3 clusters
  Score: Raw -63152.899428 + Penalty 2202.735143 = -60950.164285
  nChanged 2
		SP:Iteration 14Q (24816.450000 sec): 3 clusters
  Score: Raw -63157.178526 + Penalty 2202.735143 = -60954.443383
  nChanged 0
		SP:Iteration 15F (24816.640000 sec): 3 clusters
  Score: Raw -63162.928216 + Penalty 2202.735143 = -60960.193073
  nChanged 3
		SP:Iteration 16Q (24816.800000 sec): 3 clusters
  Score: Raw -63186.038850 + Penalty 2202.735143 = -60983.303707
  nChanged 3
		SP:Iteration 17Q (24817.030000 sec): 3 clusters
  Score: Raw -63212.213450 + Penalty 2202.735143 = -61009.478308
  nChanged 5
		SP:Iteration 18Q (24817.140000 sec): 3 clusters
  Score: Raw -63295.232290 + Penalty 2202.735143 = -61092.497147
  nChanged 10
		SP:Iteration 19Q (24817.380000 sec): 3 clusters
  Score: Raw -63499.206906 + Penalty 2202.735143 = -61296.471763
  nChanged 7
		SP:Iteration 20F (24817.560000 sec): 3 clusters
  Score: Raw -63682.925536 + Penalty 2202.735143 = -61480.190393
  nChanged 5
		SP:Iteration 21Q (24817.690000 sec): 3 clusters
  Score: Raw -63733.956395 + Penalty 2202.735143 = -61531.221252
  nChanged 1
		SP:Iteration 22Q (24817.920000 sec): 3 clusters
  Score: Raw -63739.003461 + Penalty 2202.735143 = -61536.268318
  nChanged 0
		SP:Iteration 23F (24818.090000 sec): 3 clusters
  Score: Raw -63739.003461 + Penalty 2202.735143 = -61536.268318
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (80067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24818.590000 sec): 2 clusters
  Score: Raw -6097019.597202 + Penalty 1834.725598 = -6095184.871604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24819.270000 sec): 3 clusters
  Score: Raw -6045363.110766 + Penalty 3669.451196 = -6041693.659570
  nChanged 38202
		SP:Iteration 1F (24819.990000 sec): 3 clusters
  Score: Raw -6068011.867108 + Penalty 3669.451196 = -6064342.415912
  nChanged 3915
		SP:Iteration 2Q (24820.860000 sec): 3 clusters
  Score: Raw -6069615.748854 + Penalty 3669.451196 = -6065946.297658
  nChanged 4311
		SP:Iteration 3F (24821.710000 sec): 3 clusters
  Score: Raw -6071719.302336 + Penalty 3669.451196 = -6068049.851140
  nChanged 4745
		SP:Iteration 4F (24822.510000 sec): 3 clusters
  Score: Raw -6074491.286594 + Penalty 3669.451196 = -6070821.835398
  nChanged 5183
		SP:Iteration 5F (24823.370000 sec): 3 clusters
  Score: Raw -6077633.300180 + Penalty 3669.451196 = -6073963.848984
  nChanged 5076
		SP:Iteration 6F (24824.230000 sec): 3 clusters
  Score: Raw -6080665.438290 + Penalty 3669.451196 = -6076995.987095
  nChanged 4521
		SP:Iteration 7F (24825.090000 sec): 3 clusters
  Score: Raw -6083266.306626 + Penalty 3669.451196 = -6079596.855430
  nChanged 3923
		SP:Iteration 8Q (24825.950000 sec): 3 clusters
  Score: Raw -6085638.544343 + Penalty 3669.451196 = -6081969.093148
  nChanged 3353
		SP:Iteration 9Q (24826.760000 sec): 3 clusters
  Score: Raw -6087674.197175 + Penalty 3669.451196 = -6084004.745979
  nChanged 2823
		SP:Iteration 10Q (24827.460000 sec): 3 clusters
  Score: Raw -6089198.596948 + Penalty 3669.451196 = -6085529.145752
  nChanged 2243
		SP:Iteration 11Q (24828.060000 sec): 3 clusters
  Score: Raw -6090242.113203 + Penalty 3669.451196 = -6086572.662007
  nChanged 1798
		SP:Iteration 12Q (24828.660000 sec): 3 clusters
  Score: Raw -6090969.237372 + Penalty 3669.451196 = -6087299.786177
  nChanged 1536
		SP:Iteration 13Q (24829.320000 sec): 3 clusters
  Score: Raw -6091569.435807 + Penalty 3669.451196 = -6087899.984611
  nChanged 1358
		SP:Iteration 14Q (24830.030000 sec): 3 clusters
  Score: Raw -6092099.282355 + Penalty 3669.451196 = -6088429.831159
  nChanged 1296
		SP:Iteration 15Q (24830.670000 sec): 3 clusters
  Score: Raw -6092600.137997 + Penalty 3669.451196 = -6088930.686802
  nChanged 1252
		SP:Iteration 16Q (24831.320000 sec): 3 clusters
  Score: Raw -6093084.314637 + Penalty 3669.451196 = -6089414.863442
  nChanged 1219
		SP:Iteration 17Q (24832.070000 sec): 3 clusters
  Score: Raw -6093543.711018 + Penalty 3669.451196 = -6089874.259823
  nChanged 1172
		SP:Iteration 18Q (24832.670000 sec): 3 clusters
  Score: Raw -6093978.068182 + Penalty 3669.451196 = -6090308.616987
  nChanged 1137
		SP:Iteration 19Q (24833.310000 sec): 3 clusters
  Score: Raw -6094380.948556 + Penalty 3669.451196 = -6090711.497360
  nChanged 1029
		SP:Iteration 20F (24833.900000 sec): 3 clusters
  Score: Raw -6094738.863822 + Penalty 3669.451196 = -6091069.412627
  nChanged 935
		SP:Iteration 21Q (24834.480000 sec): 3 clusters
  Score: Raw -6095076.632831 + Penalty 3669.451196 = -6091407.181636
  nChanged 885
		SP:Iteration 22Q (24835.170000 sec): 3 clusters
  Score: Raw -6095398.221149 + Penalty 3669.451196 = -6091728.769954
  nChanged 834
		SP:Iteration 23Q (24835.740000 sec): 3 clusters
  Score: Raw -6095697.758282 + Penalty 3669.451196 = -6092028.307086
  nChanged 767
		SP:Iteration 24Q (24836.430000 sec): 3 clusters
  Score: Raw -6095971.077765 + Penalty 3669.451196 = -6092301.626570
  nChanged 700
		SP:Iteration 25Q (24837.090000 sec): 3 clusters
  Score: Raw -6096231.885443 + Penalty 3669.451196 = -6092562.434248
  nChanged 651
		SP:Iteration 26Q (24837.710000 sec): 3 clusters
  Score: Raw -6096483.023601 + Penalty 3669.451196 = -6092813.572405
  nChanged 622
		SP:Iteration 27Q (24838.330000 sec): 3 clusters
  Score: Raw -6096723.672879 + Penalty 3669.451196 = -6093054.221684
  nChanged 558
		SP:Iteration 28Q (24838.910000 sec): 3 clusters
  Score: Raw -6096916.303507 + Penalty 3669.451196 = -6093246.852311
  nChanged 456
		SP:Iteration 29Q (24839.520000 sec): 3 clusters
  Score: Raw -6097062.877677 + Penalty 3669.451196 = -6093393.426481
  nChanged 387
		SP:Iteration 30Q (24840.090000 sec): 3 clusters
  Score: Raw -6097181.530435 + Penalty 3669.451196 = -6093512.079239
  nChanged 366
		SP:Iteration 31Q (24840.670000 sec): 3 clusters
  Score: Raw -6097298.135966 + Penalty 3669.451196 = -6093628.684771
  nChanged 326
		SP:Iteration 32Q (24841.310000 sec): 3 clusters
  Score: Raw -6097399.816797 + Penalty 3669.451196 = -6093730.365601
  nChanged 261
		SP:Iteration 33Q (24841.970000 sec): 3 clusters
  Score: Raw -6097491.974722 + Penalty 3669.451196 = -6093822.523527
  nChanged 236
		SP:Iteration 34Q (24842.620000 sec): 3 clusters
  Score: Raw -6097573.388350 + Penalty 3669.451196 = -6093903.937154
  nChanged 234
		SP:Iteration 35Q (24843.240000 sec): 3 clusters
  Score: Raw -6097659.219637 + Penalty 3669.451196 = -6093989.768441
  nChanged 226
		SP:Iteration 36Q (24843.800000 sec): 3 clusters
  Score: Raw -6097756.645986 + Penalty 3669.451196 = -6094087.194790
  nChanged 208
		SP:Iteration 37Q (24844.400000 sec): 3 clusters
  Score: Raw -6097861.860270 + Penalty 3669.451196 = -6094192.409075
  nChanged 222
		SP:Iteration 38Q (24845.000000 sec): 3 clusters
  Score: Raw -6097990.549023 + Penalty 3669.451196 = -6094321.097827
  nChanged 215
		SP:Iteration 39Q (24845.640000 sec): 3 clusters
  Score: Raw -6098125.709475 + Penalty 3669.451196 = -6094456.258280
  nChanged 197
		SP:Iteration 40F (24846.290000 sec): 3 clusters
  Score: Raw -6098235.273242 + Penalty 3669.451196 = -6094565.822046
  nChanged 178
		SP:Iteration 41Q (24846.950000 sec): 3 clusters
  Score: Raw -6098325.816227 + Penalty 3669.451196 = -6094656.365031
  nChanged 148
		SP:Iteration 42Q (24847.560000 sec): 3 clusters
  Score: Raw -6098396.757300 + Penalty 3669.451196 = -6094727.306104
  nChanged 126
		SP:Iteration 43Q (24848.190000 sec): 3 clusters
  Score: Raw -6098458.840866 + Penalty 3669.451196 = -6094789.389671
  nChanged 115
		SP:Iteration 44Q (24848.870000 sec): 3 clusters
  Score: Raw -6098515.971342 + Penalty 3669.451196 = -6094846.520146
  nChanged 101
		SP:Iteration 45Q (24849.490000 sec): 3 clusters
  Score: Raw -6098567.892990 + Penalty 3669.451196 = -6094898.441795
  nChanged 108
		SP:Iteration 46Q (24850.150000 sec): 3 clusters
  Score: Raw -6098620.688070 + Penalty 3669.451196 = -6094951.236875
  nChanged 86
		SP:Iteration 47Q (24850.770000 sec): 3 clusters
  Score: Raw -6098653.647373 + Penalty 3669.451196 = -6094984.196178
  nChanged 78
		SP:Iteration 48Q (24851.370000 sec): 3 clusters
  Score: Raw -6098683.947512 + Penalty 3669.451196 = -6095014.496316
  nChanged 68
		SP:Iteration 49Q (24851.920000 sec): 3 clusters
  Score: Raw -6098704.749514 + Penalty 3669.451196 = -6095035.298318
  nChanged 52
		SP:Iteration 50Q (24852.450000 sec): 3 clusters
  Score: Raw -6098716.059660 + Penalty 3669.451196 = -6095046.608464
  nChanged 36
		SP:Iteration 51Q (24853.080000 sec): 3 clusters
  Score: Raw -6098723.212832 + Penalty 3669.451196 = -6095053.761636
  nChanged 20
		SP:Iteration 52Q (24853.650000 sec): 3 clusters
  Score: Raw -6098727.130625 + Penalty 3669.451196 = -6095057.679429
  nChanged 17
		SP:Iteration 53Q (24854.240000 sec): 3 clusters
  Score: Raw -6098730.918889 + Penalty 3669.451196 = -6095061.467693
  nChanged 16
		SP:Iteration 54Q (24854.780000 sec): 3 clusters
  Score: Raw -6098735.239224 + Penalty 3669.451196 = -6095065.788028
  nChanged 18
		SP:Iteration 55Q (24855.400000 sec): 3 clusters
  Score: Raw -6098738.389789 + Penalty 3669.451196 = -6095068.938594
  nChanged 13
		SP:Iteration 56Q (24856.010000 sec): 3 clusters
  Score: Raw -6098740.565240 + Penalty 3669.451196 = -6095071.114045
  nChanged 11
		SP:Iteration 57Q (24856.550000 sec): 3 clusters
  Score: Raw -6098741.849150 + Penalty 3669.451196 = -6095072.397955
  nChanged 4
		SP:Iteration 58Q (24857.130000 sec): 3 clusters
  Score: Raw -6098742.325715 + Penalty 3669.451196 = -6095072.874520
  nChanged 3
		SP:Iteration 59Q (24857.620000 sec): 3 clusters
  Score: Raw -6098742.807516 + Penalty 3669.451196 = -6095073.356321
  nChanged 2
		SP:Iteration 60F (24858.220000 sec): 3 clusters
  Score: Raw -6098744.528427 + Penalty 3669.451196 = -6095075.077232
  nChanged 8
		SP:Iteration 61Q (24858.820000 sec): 3 clusters
  Score: Raw -6098747.311686 + Penalty 3669.451196 = -6095077.860490
  nChanged 9
		SP:Iteration 62Q (24859.390000 sec): 3 clusters
  Score: Raw -6098748.770932 + Penalty 3669.451196 = -6095079.319737
  nChanged 8
		SP:Iteration 63Q (24860.030000 sec): 3 clusters
  Score: Raw -6098750.145001 + Penalty 3669.451196 = -6095080.693806
  nChanged 8
		SP:Iteration 64Q (24860.600000 sec): 3 clusters
  Score: Raw -6098751.252840 + Penalty 3669.451196 = -6095081.801645
  nChanged 9
		SP:Iteration 65Q (24861.180000 sec): 3 clusters
  Score: Raw -6098753.101857 + Penalty 3669.451196 = -6095083.650662
  nChanged 13
		SP:Iteration 66Q (24861.750000 sec): 3 clusters
  Score: Raw -6098754.961854 + Penalty 3669.451196 = -6095085.510658
  nChanged 13
		SP:Iteration 67Q (24862.380000 sec): 3 clusters
  Score: Raw -6098757.616853 + Penalty 3669.451196 = -6095088.165657
  nChanged 11
		SP:Iteration 68Q (24862.970000 sec): 3 clusters
  Score: Raw -6098759.510525 + Penalty 3669.451196 = -6095090.059329
  nChanged 11
		SP:Iteration 69Q (24863.620000 sec): 3 clusters
  Score: Raw -6098760.669979 + Penalty 3669.451196 = -6095091.218783
  nChanged 5
		SP:Iteration 70Q (24864.190000 sec): 3 clusters
  Score: Raw -6098761.311918 + Penalty 3669.451196 = -6095091.860722
  nChanged 3
		SP:Iteration 71Q (24864.760000 sec): 3 clusters
  Score: Raw -6098761.659837 + Penalty 3669.451196 = -6095092.208642
  nChanged 1
		SP:Iteration 72Q (24865.380000 sec): 3 clusters
  Score: Raw -6098761.691073 + Penalty 3669.451196 = -6095092.239878
  nChanged 0
		SP:Iteration 73F (24866.100000 sec): 3 clusters
  Score: Raw -6098761.691073 + Penalty 3669.451196 = -6095092.239878
  nChanged 0
Iteration 99Q (24941.330000 sec): 90 clusters
  Score: Raw -34858556.880136 + Penalty 188347.411267 = -34670209.468869
  nChanged 9840
Iteration 100F (25035.880000 sec): 90 clusters
  Score: Raw -34866184.810089 + Penalty 188347.411267 = -34677837.398822
  nChanged 8255
Iteration 101Q (25106.350000 sec): 90 clusters
  Score: Raw -34869251.492093 + Penalty 188347.411267 = -34680904.080826
  nChanged 4598
Iteration 102Q (25180.460000 sec): 90 clusters
  Score: Raw -34871066.439064 + Penalty 188347.411267 = -34682719.027797
  nChanged 3325
Iteration 103Q (25255.030000 sec): 90 clusters
  Score: Raw -34872319.333776 + Penalty 188347.411267 = -34683971.922509
  nChanged 2661
Iteration 104Q (25325.530000 sec): 90 clusters
  Score: Raw -34873110.841670 + Penalty 188347.411267 = -34684763.430403
  nChanged 2066
Iteration 105Q (25399.790000 sec): 90 clusters
  Score: Raw -34873722.780127 + Penalty 188347.411267 = -34685375.368860
  nChanged 1820
Iteration 106Q (25469.910000 sec): 90 clusters
  Score: Raw -34874229.638997 + Penalty 188347.411267 = -34685882.227730
  nChanged 1537
Iteration 107Q (25543.770000 sec): 90 clusters
  Score: Raw -34874610.142331 + Penalty 188347.411267 = -34686262.731064
  nChanged 1359
Iteration 108Q (25619.880000 sec): 90 clusters
  Score: Raw -34874904.007325 + Penalty 188347.411267 = -34686556.596058
  nChanged 1194
Iteration 109Q (25689.240000 sec): 90 clusters
  Score: Raw -34875154.135800 + Penalty 188347.411267 = -34686806.724533
  nChanged 1074
Iteration 110Q (25760.830000 sec): 90 clusters
  Score: Raw -34875353.455364 + Penalty 188347.411267 = -34687006.044097
  nChanged 924
Iteration 111Q (25835.080000 sec): 90 clusters
  Score: Raw -34875534.416200 + Penalty 188347.411267 = -34687187.004933
  nChanged 862
Iteration 112Q (25903.620000 sec): 90 clusters
  Score: Raw -34875696.699335 + Penalty 188347.411267 = -34687349.288068
  nChanged 779
Iteration 113Q (25976.910000 sec): 90 clusters
  Score: Raw -34875833.370663 + Penalty 188347.411267 = -34687485.959396
  nChanged 692
Iteration 114Q (26053.190000 sec): 90 clusters
  Score: Raw -34875944.769872 + Penalty 188347.411267 = -34687597.358605
  nChanged 624
Iteration 115Q (26121.400000 sec): 90 clusters
  Score: Raw -34876039.008960 + Penalty 188347.411267 = -34687691.597693
  nChanged 600
Iteration 116Q (26192.280000 sec): 90 clusters
  Score: Raw -34876129.077772 + Penalty 188347.411267 = -34687781.666505
  nChanged 571
Iteration 117Q (26263.520000 sec): 90 clusters
  Score: Raw -34876205.442539 + Penalty 188347.411267 = -34687858.031272
  nChanged 500
Iteration 118Q (26347.080000 sec): 90 clusters
  Score: Raw -34876273.799534 + Penalty 188347.411267 = -34687926.388267
  nChanged 419
Iteration 119Q (26428.860000 sec): 90 clusters
  Score: Raw -34876332.659016 + Penalty 188347.411267 = -34687985.247749
  nChanged 352
Iteration 120F (26538.350000 sec): 90 clusters
  Score: Raw -34876428.083360 + Penalty 188347.411267 = -34688080.672093
  nChanged 390
Iteration 121Q (26606.130000 sec): 90 clusters
  Score: Raw -34876518.079848 + Penalty 188347.411267 = -34688170.668581
  nChanged 410
Iteration 122Q (26685.060000 sec): 90 clusters
  Score: Raw -34876598.138000 + Penalty 188347.411267 = -34688250.726733
  nChanged 378
Iteration 123Q (26766.450000 sec): 90 clusters
  Score: Raw -34876665.824190 + Penalty 188347.411267 = -34688318.412923
  nChanged 351
Iteration 124Q (26842.950000 sec): 90 clusters
  Score: Raw -34876724.606354 + Penalty 188347.411267 = -34688377.195087
  nChanged 294
Iteration 125Q (26913.120000 sec): 90 clusters
  Score: Raw -34876765.267143 + Penalty 188347.411267 = -34688417.855876
  nChanged 270
Iteration 126Q (26982.330000 sec): 90 clusters
  Score: Raw -34876801.201071 + Penalty 188347.411267 = -34688453.789804
  nChanged 234
Iteration 127Q (27059.370000 sec): 90 clusters
  Score: Raw -34876829.802928 + Penalty 188347.411267 = -34688482.391660
  nChanged 231
Iteration 128Q (27132.330000 sec): 90 clusters
  Score: Raw -34876857.996576 + Penalty 188347.411267 = -34688510.585309
  nChanged 187
Iteration 129Q (27204.470000 sec): 90 clusters
  Score: Raw -34876877.869354 + Penalty 188347.411267 = -34688530.458087
  nChanged 159
Iteration 130Q (27273.920000 sec): 90 clusters
  Score: Raw -34876890.997930 + Penalty 188347.411267 = -34688543.586663
  nChanged 132
Iteration 131Q (27348.790000 sec): 90 clusters
  Score: Raw -34876900.731203 + Penalty 188347.411267 = -34688553.319936
  nChanged 123
Iteration 132Q (27420.330000 sec): 90 clusters
  Score: Raw -34876907.963978 + Penalty 188347.411267 = -34688560.552711
  nChanged 112
Iteration 133Q (27494.100000 sec): 90 clusters
  Score: Raw -34876915.346463 + Penalty 188347.411267 = -34688567.935196
  nChanged 93
Iteration 134Q (27565.350000 sec): 90 clusters
  Score: Raw -34876921.546893 + Penalty 188347.411267 = -34688574.135626
  nChanged 75
Iteration 135Q (27639.700000 sec): 90 clusters
  Score: Raw -34876926.990942 + Penalty 188347.411267 = -34688579.579675
  nChanged 62
Iteration 136Q (27711.300000 sec): 90 clusters
  Score: Raw -34876932.067603 + Penalty 188347.411267 = -34688584.656336
  nChanged 64
Iteration 137Q (27785.260000 sec): 90 clusters
  Score: Raw -34876935.127716 + Penalty 188347.411267 = -34688587.716449
  nChanged 58
Iteration 138Q (27857.020000 sec): 90 clusters
  Score: Raw -34876938.448324 + Penalty 188347.411267 = -34688591.037057
  nChanged 41
Writing temp clu file 
Because OldScore, -34688587.716449, is greater than current (better) Score,-34688591.037057 
 Compute initial score before splitting:   Score: Raw -34876938.448324 + Penalty 188347.411267 = -34688591.037057
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27857.220000 sec): 2 clusters
  Score: Raw -164373.816821 + Penalty 1246.596150 = -163127.220671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27857.380000 sec): 3 clusters
  Score: Raw -163437.741084 + Penalty 2493.192300 = -160944.548783
  nChanged 768
		SP:Iteration 1F (27857.540000 sec): 3 clusters
  Score: Raw -163955.202126 + Penalty 2493.192300 = -161462.009826
  nChanged 188
		SP:Iteration 2F (27857.700000 sec): 3 clusters
  Score: Raw -164119.390746 + Penalty 2493.192300 = -161626.198446
  nChanged 130
		SP:Iteration 3F (27857.860000 sec): 3 clusters
  Score: Raw -164230.192513 + Penalty 2493.192300 = -161737.000213
  nChanged 92
		SP:Iteration 4Q (27858.020000 sec): 3 clusters
  Score: Raw -164297.669760 + Penalty 2493.192300 = -161804.477460
  nChanged 80
		SP:Iteration 5Q (27858.180000 sec): 3 clusters
  Score: Raw -164364.404474 + Penalty 2493.192300 = -161871.212174
  nChanged 70
		SP:Iteration 6Q (27858.340000 sec): 3 clusters
  Score: Raw -164408.861966 + Penalty 2493.192300 = -161915.669666
  nChanged 53
		SP:Iteration 7Q (27858.500000 sec): 3 clusters
  Score: Raw -164446.539863 + Penalty 2493.192300 = -161953.347563
  nChanged 46
		SP:Iteration 8Q (27858.660000 sec): 3 clusters
  Score: Raw -164470.682909 + Penalty 2493.192300 = -161977.490609
  nChanged 36
		SP:Iteration 9Q (27858.820000 sec): 3 clusters
  Score: Raw -164493.607813 + Penalty 2493.192300 = -162000.415513
  nChanged 35
		SP:Iteration 10Q (27858.980000 sec): 3 clusters
  Score: Raw -164520.892102 + Penalty 2493.192300 = -162027.699802
  nChanged 39
		SP:Iteration 11Q (27859.140000 sec): 3 clusters
  Score: Raw -164548.827940 + Penalty 2493.192300 = -162055.635640
  nChanged 32
		SP:Iteration 12Q (27859.300000 sec): 3 clusters
  Score: Raw -164570.406551 + Penalty 2493.192300 = -162077.214251
  nChanged 28
		SP:Iteration 13Q (27859.460000 sec): 3 clusters
  Score: Raw -164589.750724 + Penalty 2493.192300 = -162096.558423
  nChanged 23
		SP:Iteration 14Q (27859.610000 sec): 3 clusters
  Score: Raw -164605.784380 + Penalty 2493.192300 = -162112.592080
  nChanged 18
		SP:Iteration 15Q (27859.780000 sec): 3 clusters
  Score: Raw -164617.697944 + Penalty 2493.192300 = -162124.505644
  nChanged 14
		SP:Iteration 16Q (27859.930000 sec): 3 clusters
  Score: Raw -164625.516536 + Penalty 2493.192300 = -162132.324236
  nChanged 10
		SP:Iteration 17Q (27860.090000 sec): 3 clusters
  Score: Raw -164633.508071 + Penalty 2493.192300 = -162140.315771
  nChanged 15
		SP:Iteration 18Q (27860.250000 sec): 3 clusters
  Score: Raw -164639.915353 + Penalty 2493.192300 = -162146.723053
  nChanged 7
		SP:Iteration 19Q (27860.410000 sec): 3 clusters
  Score: Raw -164642.610563 + Penalty 2493.192300 = -162149.418263
  nChanged 6
		SP:Iteration 20F (27860.570000 sec): 3 clusters
  Score: Raw -164645.127490 + Penalty 2493.192300 = -162151.935190
  nChanged 3
		SP:Iteration 21Q (27860.730000 sec): 3 clusters
  Score: Raw -164646.352755 + Penalty 2493.192300 = -162153.160455
  nChanged 7
		SP:Iteration 22Q (27860.890000 sec): 3 clusters
  Score: Raw -164649.487138 + Penalty 2493.192300 = -162156.294838
  nChanged 5
		SP:Iteration 23Q (27861.050000 sec): 3 clusters
  Score: Raw -164651.881007 + Penalty 2493.192300 = -162158.688707
  nChanged 4
		SP:Iteration 24Q (27861.210000 sec): 3 clusters
  Score: Raw -164653.201491 + Penalty 2493.192300 = -162160.009191
  nChanged 4
		SP:Iteration 25Q (27861.370000 sec): 3 clusters
  Score: Raw -164655.300469 + Penalty 2493.192300 = -162162.108169
  nChanged 4
		SP:Iteration 26Q (27861.530000 sec): 3 clusters
  Score: Raw -164657.233941 + Penalty 2493.192300 = -162164.041641
  nChanged 4
		SP:Iteration 27Q (27861.690000 sec): 3 clusters
  Score: Raw -164659.189427 + Penalty 2493.192300 = -162165.997127
  nChanged 2
		SP:Iteration 28Q (27861.850000 sec): 3 clusters
  Score: Raw -164659.783381 + Penalty 2493.192300 = -162166.591081
  nChanged 0
		SP:Iteration 29F (27862.010000 sec): 3 clusters
  Score: Raw -164659.783381 + Penalty 2493.192300 = -162166.591081
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27862.210000 sec): 2 clusters
  Score: Raw -1511242.714302 + Penalty 1595.749552 = -1509646.964751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27862.480000 sec): 3 clusters
  Score: Raw -1500293.912212 + Penalty 3191.499104 = -1497102.413108
  nChanged 8261
		SP:Iteration 1F (27862.740000 sec): 3 clusters
  Score: Raw -1504843.420020 + Penalty 3191.499104 = -1501651.920916
  nChanged 933
		SP:Iteration 2F (27863.050000 sec): 3 clusters
  Score: Raw -1505237.174794 + Penalty 3191.499104 = -1502045.675690
  nChanged 911
		SP:Iteration 3Q (27863.320000 sec): 3 clusters
  Score: Raw -1505680.216476 + Penalty 3191.499104 = -1502488.717372
  nChanged 942
		SP:Iteration 4F (27863.600000 sec): 3 clusters
  Score: Raw -1506217.287431 + Penalty 3191.499104 = -1503025.788328
  nChanged 971
		SP:Iteration 5F (27863.830000 sec): 3 clusters
  Score: Raw -1506803.152743 + Penalty 3191.499104 = -1503611.653640
  nChanged 968
		SP:Iteration 6F (27864.130000 sec): 3 clusters
  Score: Raw -1507457.865515 + Penalty 3191.499104 = -1504266.366412
  nChanged 1076
		SP:Iteration 7F (27864.390000 sec): 3 clusters
  Score: Raw -1508268.680436 + Penalty 3191.499104 = -1505077.181332
  nChanged 1045
		SP:Iteration 8F (27864.620000 sec): 3 clusters
  Score: Raw -1509101.021175 + Penalty 3191.499104 = -1505909.522072
  nChanged 813
		SP:Iteration 9Q (27864.850000 sec): 3 clusters
  Score: Raw -1509740.658070 + Penalty 3191.499104 = -1506549.158966
  nChanged 645
		SP:Iteration 10Q (27865.110000 sec): 3 clusters
  Score: Raw -1510241.662427 + Penalty 3191.499104 = -1507050.163323
  nChanged 488
		SP:Iteration 11Q (27865.340000 sec): 3 clusters
  Score: Raw -1510640.598633 + Penalty 3191.499104 = -1507449.099529
  nChanged 321
		SP:Iteration 12Q (27865.570000 sec): 3 clusters
  Score: Raw -1510901.181661 + Penalty 3191.499104 = -1507709.682557
  nChanged 227
		SP:Iteration 13Q (27865.780000 sec): 3 clusters
  Score: Raw -1511066.818839 + Penalty 3191.499104 = -1507875.319736
  nChanged 155
		SP:Iteration 14Q (27866.060000 sec): 3 clusters
  Score: Raw -1511179.117189 + Penalty 3191.499104 = -1507987.618085
  nChanged 92
		SP:Iteration 15Q (27866.330000 sec): 3 clusters
  Score: Raw -1511250.503316 + Penalty 3191.499104 = -1508059.004213
  nChanged 61
		SP:Iteration 16Q (27866.570000 sec): 3 clusters
  Score: Raw -1511303.338832 + Penalty 3191.499104 = -1508111.839728
  nChanged 48
		SP:Iteration 17Q (27866.800000 sec): 3 clusters
  Score: Raw -1511343.546733 + Penalty 3191.499104 = -1508152.047629
  nChanged 33
		SP:Iteration 18Q (27867.040000 sec): 3 clusters
  Score: Raw -1511366.528298 + Penalty 3191.499104 = -1508175.029195
  nChanged 20
		SP:Iteration 19Q (27867.240000 sec): 3 clusters
  Score: Raw -1511383.097790 + Penalty 3191.499104 = -1508191.598686
  nChanged 24
		SP:Iteration 20F (27867.450000 sec): 3 clusters
  Score: Raw -1511403.074215 + Penalty 3191.499104 = -1508211.575111
  nChanged 17
		SP:Iteration 21Q (27867.700000 sec): 3 clusters
  Score: Raw -1511412.676298 + Penalty 3191.499104 = -1508221.177195
  nChanged 7
		SP:Iteration 22Q (27867.970000 sec): 3 clusters
  Score: Raw -1511420.235512 + Penalty 3191.499104 = -1508228.736408
  nChanged 3
		SP:Iteration 23Q (27868.150000 sec): 3 clusters
  Score: Raw -1511424.550835 + Penalty 3191.499104 = -1508233.051732
  nChanged 5
		SP:Iteration 24Q (27868.410000 sec): 3 clusters
  Score: Raw -1511428.322472 + Penalty 3191.499104 = -1508236.823368
  nChanged 8
		SP:Iteration 25Q (27868.650000 sec): 3 clusters
  Score: Raw -1511435.431784 + Penalty 3191.499104 = -1508243.932680
  nChanged 5
		SP:Iteration 26Q (27868.870000 sec): 3 clusters
  Score: Raw -1511438.397242 + Penalty 3191.499104 = -1508246.898139
  nChanged 2
		SP:Iteration 27Q (27869.070000 sec): 3 clusters
  Score: Raw -1511439.840654 + Penalty 3191.499104 = -1508248.341550
  nChanged 0
		SP:Iteration 28F (27869.350000 sec): 3 clusters
  Score: Raw -1511439.840654 + Penalty 3191.499104 = -1508248.341550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27869.440000 sec): 2 clusters
  Score: Raw -198429.220406 + Penalty 1273.858893 = -197155.361513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27869.670000 sec): 3 clusters
  Score: Raw -197296.911685 + Penalty 2547.717786 = -194749.193899
  nChanged 913
		SP:Iteration 1F (27869.830000 sec): 3 clusters
  Score: Raw -197864.128434 + Penalty 2547.717786 = -195316.410648
  nChanged 189
		SP:Iteration 2F (27870.020000 sec): 3 clusters
  Score: Raw -197986.292183 + Penalty 2547.717786 = -195438.574398
  nChanged 122
		SP:Iteration 3Q (27870.210000 sec): 3 clusters
  Score: Raw -198068.308953 + Penalty 2547.717786 = -195520.591167
  nChanged 115
		SP:Iteration 4Q (27870.370000 sec): 3 clusters
  Score: Raw -198141.552166 + Penalty 2547.717786 = -195593.834380
  nChanged 92
		SP:Iteration 5Q (27870.510000 sec): 3 clusters
  Score: Raw -198199.791211 + Penalty 2547.717786 = -195652.073425
  nChanged 69
		SP:Iteration 6Q (27870.710000 sec): 3 clusters
  Score: Raw -198246.384273 + Penalty 2547.717786 = -195698.666487
  nChanged 61
		SP:Iteration 7Q (27870.890000 sec): 3 clusters
  Score: Raw -198285.029387 + Penalty 2547.717786 = -195737.311602
  nChanged 46
		SP:Iteration 8Q (27871.050000 sec): 3 clusters
  Score: Raw -198312.186750 + Penalty 2547.717786 = -195764.468964
  nChanged 37
		SP:Iteration 9Q (27871.210000 sec): 3 clusters
  Score: Raw -198335.178163 + Penalty 2547.717786 = -195787.460377
  nChanged 48
		SP:Iteration 10Q (27871.420000 sec): 3 clusters
  Score: Raw -198367.629344 + Penalty 2547.717786 = -195819.911558
  nChanged 49
		SP:Iteration 11Q (27871.520000 sec): 3 clusters
  Score: Raw -198408.378347 + Penalty 2547.717786 = -195860.660562
  nChanged 48
		SP:Iteration 12Q (27871.710000 sec): 3 clusters
  Score: Raw -198442.241572 + Penalty 2547.717786 = -195894.523787
  nChanged 42
		SP:Iteration 13Q (27871.920000 sec): 3 clusters
  Score: Raw -198469.148718 + Penalty 2547.717786 = -195921.430932
  nChanged 36
		SP:Iteration 14Q (27872.120000 sec): 3 clusters
  Score: Raw -198488.352947 + Penalty 2547.717786 = -195940.635161
  nChanged 18
		SP:Iteration 15Q (27872.250000 sec): 3 clusters
  Score: Raw -198500.780221 + Penalty 2547.717786 = -195953.062436
  nChanged 19
		SP:Iteration 16Q (27872.430000 sec): 3 clusters
  Score: Raw -198510.875160 + Penalty 2547.717786 = -195963.157375
  nChanged 13
		SP:Iteration 17Q (27872.600000 sec): 3 clusters
  Score: Raw -198516.075978 + Penalty 2547.717786 = -195968.358193
  nChanged 10
		SP:Iteration 18Q (27872.770000 sec): 3 clusters
  Score: Raw -198520.124339 + Penalty 2547.717786 = -195972.406553
  nChanged 10
		SP:Iteration 19Q (27872.930000 sec): 3 clusters
  Score: Raw -198523.530246 + Penalty 2547.717786 = -195975.812460
  nChanged 11
		SP:Iteration 20F (27873.110000 sec): 3 clusters
  Score: Raw -198527.556497 + Penalty 2547.717786 = -195979.838712
  nChanged 8
		SP:Iteration 21Q (27873.270000 sec): 3 clusters
  Score: Raw -198531.888021 + Penalty 2547.717786 = -195984.170236
  nChanged 12
		SP:Iteration 22Q (27873.430000 sec): 3 clusters
  Score: Raw -198536.242428 + Penalty 2547.717786 = -195988.524642
  nChanged 11
		SP:Iteration 23Q (27873.610000 sec): 3 clusters
  Score: Raw -198542.052459 + Penalty 2547.717786 = -195994.334673
  nChanged 14
		SP:Iteration 24Q (27873.800000 sec): 3 clusters
  Score: Raw -198548.848790 + Penalty 2547.717786 = -196001.131004
  nChanged 9
		SP:Iteration 25Q (27873.980000 sec): 3 clusters
  Score: Raw -198552.757482 + Penalty 2547.717786 = -196005.039696
  nChanged 12
		SP:Iteration 26Q (27874.140000 sec): 3 clusters
  Score: Raw -198558.899379 + Penalty 2547.717786 = -196011.181593
  nChanged 15
		SP:Iteration 27Q (27874.340000 sec): 3 clusters
  Score: Raw -198564.078574 + Penalty 2547.717786 = -196016.360789
  nChanged 12
		SP:Iteration 28Q (27874.490000 sec): 3 clusters
  Score: Raw -198569.586300 + Penalty 2547.717786 = -196021.868514
  nChanged 12
		SP:Iteration 29Q (27874.710000 sec): 3 clusters
  Score: Raw -198573.654268 + Penalty 2547.717786 = -196025.936482
  nChanged 7
		SP:Iteration 30Q (27874.850000 sec): 3 clusters
  Score: Raw -198576.562832 + Penalty 2547.717786 = -196028.845046
  nChanged 8
		SP:Iteration 31Q (27875.030000 sec): 3 clusters
  Score: Raw -198579.414760 + Penalty 2547.717786 = -196031.696974
  nChanged 3
		SP:Iteration 32Q (27875.230000 sec): 3 clusters
  Score: Raw -198579.932394 + Penalty 2547.717786 = -196032.214608
  nChanged 3
		SP:Iteration 33Q (27875.390000 sec): 3 clusters
  Score: Raw -198582.332588 + Penalty 2547.717786 = -196034.614802
  nChanged 8
		SP:Iteration 34Q (27875.550000 sec): 3 clusters
  Score: Raw -198585.335817 + Penalty 2547.717786 = -196037.618031
  nChanged 7
		SP:Iteration 35Q (27875.710000 sec): 3 clusters
  Score: Raw -198587.423485 + Penalty 2547.717786 = -196039.705699
  nChanged 6
		SP:Iteration 36Q (27875.870000 sec): 3 clusters
  Score: Raw -198590.360222 + Penalty 2547.717786 = -196042.642436
  nChanged 4
		SP:Iteration 37Q (27876.050000 sec): 3 clusters
  Score: Raw -198591.610957 + Penalty 2547.717786 = -196043.893172
  nChanged 3
		SP:Iteration 38Q (27876.200000 sec): 3 clusters
  Score: Raw -198592.432692 + Penalty 2547.717786 = -196044.714907
  nChanged 2
		SP:Iteration 39Q (27876.410000 sec): 3 clusters
  Score: Raw -198593.024934 + Penalty 2547.717786 = -196045.307148
  nChanged 4
		SP:Iteration 40F (27876.580000 sec): 3 clusters
  Score: Raw -198593.751788 + Penalty 2547.717786 = -196046.034002
  nChanged 2
		SP:Iteration 41Q (27876.730000 sec): 3 clusters
  Score: Raw -198594.939206 + Penalty 2547.717786 = -196047.221420
  nChanged 3
		SP:Iteration 42Q (27876.870000 sec): 3 clusters
  Score: Raw -198595.942665 + Penalty 2547.717786 = -196048.224879
  nChanged 2
		SP:Iteration 43Q (27877.050000 sec): 3 clusters
  Score: Raw -198596.573070 + Penalty 2547.717786 = -196048.855284
  nChanged 2
		SP:Iteration 44Q (27877.250000 sec): 3 clusters
  Score: Raw -198596.890589 + Penalty 2547.717786 = -196049.172803
  nChanged 2
		SP:Iteration 45Q (27877.410000 sec): 3 clusters
  Score: Raw -198597.309151 + Penalty 2547.717786 = -196049.591365
  nChanged 0
		SP:Iteration 46F (27877.610000 sec): 3 clusters
  Score: Raw -198597.309151 + Penalty 2547.717786 = -196049.591365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27877.670000 sec): 2 clusters
  Score: Raw -113750.845688 + Penalty 1206.232828 = -112544.612860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27877.800000 sec): 3 clusters
  Score: Raw -113101.044907 + Penalty 2412.465657 = -110688.579251
  nChanged 597
		SP:Iteration 1F (27877.930000 sec): 3 clusters
  Score: Raw -113661.435806 + Penalty 2412.465657 = -111248.970149
  nChanged 175
		SP:Iteration 2F (27878.070000 sec): 3 clusters
  Score: Raw -113860.889545 + Penalty 2412.465657 = -111448.423889
  nChanged 98
		SP:Iteration 3F (27878.210000 sec): 3 clusters
  Score: Raw -113957.922246 + Penalty 2412.465657 = -111545.456589
  nChanged 68
		SP:Iteration 4Q (27878.410000 sec): 3 clusters
  Score: Raw -114029.947256 + Penalty 2412.465657 = -111617.481599
  nChanged 54
		SP:Iteration 5Q (27878.570000 sec): 3 clusters
  Score: Raw -114091.274212 + Penalty 2412.465657 = -111678.808555
  nChanged 54
		SP:Iteration 6Q (27878.680000 sec): 3 clusters
  Score: Raw -114139.005628 + Penalty 2412.465657 = -111726.539972
  nChanged 34
		SP:Iteration 7Q (27878.800000 sec): 3 clusters
  Score: Raw -114173.014129 + Penalty 2412.465657 = -111760.548472
  nChanged 31
		SP:Iteration 8Q (27878.950000 sec): 3 clusters
  Score: Raw -114198.612674 + Penalty 2412.465657 = -111786.147017
  nChanged 27
		SP:Iteration 9Q (27879.130000 sec): 3 clusters
  Score: Raw -114229.945824 + Penalty 2412.465657 = -111817.480168
  nChanged 32
		SP:Iteration 10Q (27879.260000 sec): 3 clusters
  Score: Raw -114262.395634 + Penalty 2412.465657 = -111849.929978
  nChanged 33
		SP:Iteration 11Q (27879.360000 sec): 3 clusters
  Score: Raw -114290.947884 + Penalty 2412.465657 = -111878.482227
  nChanged 31
		SP:Iteration 12Q (27879.550000 sec): 3 clusters
  Score: Raw -114323.515128 + Penalty 2412.465657 = -111911.049472
  nChanged 31
		SP:Iteration 13Q (27879.690000 sec): 3 clusters
  Score: Raw -114363.012443 + Penalty 2412.465657 = -111950.546787
  nChanged 34
		SP:Iteration 14Q (27879.790000 sec): 3 clusters
  Score: Raw -114419.250921 + Penalty 2412.465657 = -112006.785264
  nChanged 41
		SP:Iteration 15Q (27879.980000 sec): 3 clusters
  Score: Raw -114478.730999 + Penalty 2412.465657 = -112066.265343
  nChanged 33
		SP:Iteration 16Q (27880.170000 sec): 3 clusters
  Score: Raw -114535.452867 + Penalty 2412.465657 = -112122.987210
  nChanged 34
		SP:Iteration 17Q (27880.390000 sec): 3 clusters
  Score: Raw -114579.185711 + Penalty 2412.465657 = -112166.720054
  nChanged 24
		SP:Iteration 18Q (27880.570000 sec): 3 clusters
  Score: Raw -114604.119101 + Penalty 2412.465657 = -112191.653445
  nChanged 17
		SP:Iteration 19Q (27880.690000 sec): 3 clusters
  Score: Raw -114615.639389 + Penalty 2412.465657 = -112203.173732
  nChanged 6
		SP:Iteration 20F (27880.890000 sec): 3 clusters
  Score: Raw -114621.461805 + Penalty 2412.465657 = -112208.996148
  nChanged 2
		SP:Iteration 21Q (27881.050000 sec): 3 clusters
  Score: Raw -114623.013105 + Penalty 2412.465657 = -112210.547449
  nChanged 2
		SP:Iteration 22Q (27881.170000 sec): 3 clusters
  Score: Raw -114628.022043 + Penalty 2412.465657 = -112215.556387
  nChanged 9
		SP:Iteration 23Q (27881.350000 sec): 3 clusters
  Score: Raw -114632.810777 + Penalty 2412.465657 = -112220.345121
  nChanged 9
		SP:Iteration 24Q (27881.520000 sec): 3 clusters
  Score: Raw -114638.355530 + Penalty 2412.465657 = -112225.889873
  nChanged 6
		SP:Iteration 25Q (27881.640000 sec): 3 clusters
  Score: Raw -114641.923966 + Penalty 2412.465657 = -112229.458310
  nChanged 7
		SP:Iteration 26Q (27881.810000 sec): 3 clusters
  Score: Raw -114648.046805 + Penalty 2412.465657 = -112235.581148
  nChanged 9
		SP:Iteration 27Q (27881.990000 sec): 3 clusters
  Score: Raw -114655.057135 + Penalty 2412.465657 = -112242.591478
  nChanged 7
		SP:Iteration 28Q (27882.110000 sec): 3 clusters
  Score: Raw -114659.860181 + Penalty 2412.465657 = -112247.394524
  nChanged 6
		SP:Iteration 29Q (27882.280000 sec): 3 clusters
  Score: Raw -114665.608870 + Penalty 2412.465657 = -112253.143214
  nChanged 9
		SP:Iteration 30Q (27882.410000 sec): 3 clusters
  Score: Raw -114684.013893 + Penalty 2412.465657 = -112271.548236
  nChanged 9
		SP:Iteration 31Q (27882.540000 sec): 3 clusters
  Score: Raw -114700.131067 + Penalty 2412.465657 = -112287.665410
  nChanged 14
		SP:Iteration 32Q (27882.660000 sec): 3 clusters
  Score: Raw -114719.077201 + Penalty 2412.465657 = -112306.611544
  nChanged 12
		SP:Iteration 33Q (27882.790000 sec): 3 clusters
  Score: Raw -114730.630251 + Penalty 2412.465657 = -112318.164595
  nChanged 11
		SP:Iteration 34Q (27882.930000 sec): 3 clusters
  Score: Raw -114740.751326 + Penalty 2412.465657 = -112328.285669
  nChanged 4
		SP:Iteration 35Q (27883.100000 sec): 3 clusters
  Score: Raw -114742.600086 + Penalty 2412.465657 = -112330.134430
  nChanged 1
		SP:Iteration 36Q (27883.210000 sec): 3 clusters
  Score: Raw -114743.332276 + Penalty 2412.465657 = -112330.866619
  nChanged 0
		SP:Iteration 37F (27883.390000 sec): 3 clusters
  Score: Raw -114743.332276 + Penalty 2412.465657 = -112330.866619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27883.500000 sec): 2 clusters
  Score: Raw -537307.246238 + Penalty 1436.547234 = -535870.699004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27883.670000 sec): 3 clusters
  Score: Raw -533537.132198 + Penalty 2873.094467 = -530664.037731
  nChanged 2906
		SP:Iteration 1F (27883.830000 sec): 3 clusters
  Score: Raw -535100.484545 + Penalty 2873.094467 = -532227.390077
  nChanged 450
		SP:Iteration 2F (27883.980000 sec): 3 clusters
  Score: Raw -535335.298230 + Penalty 2873.094467 = -532462.203763
  nChanged 380
		SP:Iteration 3F (27884.140000 sec): 3 clusters
  Score: Raw -535554.318532 + Penalty 2873.094467 = -532681.224065
  nChanged 327
		SP:Iteration 4Q (27884.300000 sec): 3 clusters
  Score: Raw -535761.485441 + Penalty 2873.094467 = -532888.390973
  nChanged 346
		SP:Iteration 5F (27884.440000 sec): 3 clusters
  Score: Raw -535981.225108 + Penalty 2873.094467 = -533108.130640
  nChanged 303
		SP:Iteration 6Q (27884.610000 sec): 3 clusters
  Score: Raw -536182.236709 + Penalty 2873.094467 = -533309.142242
  nChanged 289
		SP:Iteration 7Q (27884.790000 sec): 3 clusters
  Score: Raw -536404.987654 + Penalty 2873.094467 = -533531.893187
  nChanged 278
		SP:Iteration 8Q (27884.930000 sec): 3 clusters
  Score: Raw -536635.861082 + Penalty 2873.094467 = -533762.766615
  nChanged 279
		SP:Iteration 9Q (27885.080000 sec): 3 clusters
  Score: Raw -536887.849304 + Penalty 2873.094467 = -534014.754836
  nChanged 260
		SP:Iteration 10Q (27885.250000 sec): 3 clusters
  Score: Raw -537111.297792 + Penalty 2873.094467 = -534238.203325
  nChanged 233
		SP:Iteration 11Q (27885.380000 sec): 3 clusters
  Score: Raw -537315.094360 + Penalty 2873.094467 = -534441.999892
  nChanged 181
		SP:Iteration 12Q (27885.590000 sec): 3 clusters
  Score: Raw -537447.856458 + Penalty 2873.094467 = -534574.761990
  nChanged 141
		SP:Iteration 13Q (27885.770000 sec): 3 clusters
  Score: Raw -537533.755045 + Penalty 2873.094467 = -534660.660577
  nChanged 96
		SP:Iteration 14Q (27885.910000 sec): 3 clusters
  Score: Raw -537584.299476 + Penalty 2873.094467 = -534711.205009
  nChanged 77
		SP:Iteration 15Q (27886.100000 sec): 3 clusters
  Score: Raw -537625.076160 + Penalty 2873.094467 = -534751.981692
  nChanged 56
		SP:Iteration 16Q (27886.270000 sec): 3 clusters
  Score: Raw -537650.963378 + Penalty 2873.094467 = -534777.868911
  nChanged 39
		SP:Iteration 17Q (27886.420000 sec): 3 clusters
  Score: Raw -537668.941074 + Penalty 2873.094467 = -534795.846606
  nChanged 35
		SP:Iteration 18Q (27886.600000 sec): 3 clusters
  Score: Raw -537685.435848 + Penalty 2873.094467 = -534812.341381
  nChanged 31
		SP:Iteration 19Q (27886.780000 sec): 3 clusters
  Score: Raw -537696.899396 + Penalty 2873.094467 = -534823.804929
  nChanged 29
		SP:Iteration 20F (27886.950000 sec): 3 clusters
  Score: Raw -537706.163075 + Penalty 2873.094467 = -534833.068607
  nChanged 19
		SP:Iteration 21Q (27887.120000 sec): 3 clusters
  Score: Raw -537714.389994 + Penalty 2873.094467 = -534841.295526
  nChanged 28
		SP:Iteration 22Q (27887.320000 sec): 3 clusters
  Score: Raw -537725.999641 + Penalty 2873.094467 = -534852.905174
  nChanged 20
		SP:Iteration 23Q (27887.550000 sec): 3 clusters
  Score: Raw -537733.805419 + Penalty 2873.094467 = -534860.710951
  nChanged 16
		SP:Iteration 24Q (27887.730000 sec): 3 clusters
  Score: Raw -537738.739470 + Penalty 2873.094467 = -534865.645003
  nChanged 13
		SP:Iteration 25Q (27887.930000 sec): 3 clusters
  Score: Raw -537743.028322 + Penalty 2873.094467 = -534869.933854
  nChanged 10
		SP:Iteration 26Q (27888.130000 sec): 3 clusters
  Score: Raw -537747.052751 + Penalty 2873.094467 = -534873.958284
  nChanged 8
		SP:Iteration 27Q (27888.340000 sec): 3 clusters
  Score: Raw -537750.935711 + Penalty 2873.094467 = -534877.841243
  nChanged 13
		SP:Iteration 28Q (27888.550000 sec): 3 clusters
  Score: Raw -537756.690672 + Penalty 2873.094467 = -534883.596205
  nChanged 12
		SP:Iteration 29Q (27888.750000 sec): 3 clusters
  Score: Raw -537761.072184 + Penalty 2873.094467 = -534887.977716
  nChanged 10
		SP:Iteration 30Q (27888.940000 sec): 3 clusters
  Score: Raw -537764.414703 + Penalty 2873.094467 = -534891.320235
  nChanged 5
		SP:Iteration 31Q (27889.100000 sec): 3 clusters
  Score: Raw -537765.536678 + Penalty 2873.094467 = -534892.442210
  nChanged 7
		SP:Iteration 32Q (27889.320000 sec): 3 clusters
  Score: Raw -537767.783246 + Penalty 2873.094467 = -534894.688779
  nChanged 4
		SP:Iteration 33Q (27889.500000 sec): 3 clusters
  Score: Raw -537769.026936 + Penalty 2873.094467 = -534895.932469
  nChanged 4
		SP:Iteration 34Q (27889.660000 sec): 3 clusters
  Score: Raw -537770.775125 + Penalty 2873.094467 = -534897.680658
  nChanged 5
		SP:Iteration 35Q (27889.820000 sec): 3 clusters
  Score: Raw -537772.492670 + Penalty 2873.094467 = -534899.398203
  nChanged 5
		SP:Iteration 36Q (27890.080000 sec): 3 clusters
  Score: Raw -537773.694544 + Penalty 2873.094467 = -534900.600076
  nChanged 2
		SP:Iteration 37Q (27890.280000 sec): 3 clusters
  Score: Raw -537774.166783 + Penalty 2873.094467 = -534901.072315
  nChanged 1
		SP:Iteration 38Q (27890.480000 sec): 3 clusters
  Score: Raw -537774.376341 + Penalty 2873.094467 = -534901.281873
  nChanged 0
		SP:Iteration 39F (27890.700000 sec): 3 clusters
  Score: Raw -537774.376341 + Penalty 2873.094467 = -534901.281873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27890.770000 sec): 2 clusters
  Score: Raw -103196.081267 + Penalty 1166.017078 = -102030.064189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27890.910000 sec): 3 clusters
  Score: Raw -102733.555799 + Penalty 2332.034157 = -100401.521642
  nChanged 442
		SP:Iteration 1F (27891.080000 sec): 3 clusters
  Score: Raw -103073.978624 + Penalty 2332.034157 = -100741.944467
  nChanged 126
		SP:Iteration 2F (27891.290000 sec): 3 clusters
  Score: Raw -103203.306196 + Penalty 2332.034157 = -100871.272039
  nChanged 60
		SP:Iteration 3Q (27891.420000 sec): 3 clusters
  Score: Raw -103257.713726 + Penalty 2332.034157 = -100925.679569
  nChanged 39
		SP:Iteration 4Q (27891.640000 sec): 3 clusters
  Score: Raw -103294.041611 + Penalty 2332.034157 = -100962.007454
  nChanged 35
		SP:Iteration 5Q (27891.810000 sec): 3 clusters
  Score: Raw -103326.955957 + Penalty 2332.034157 = -100994.921800
  nChanged 34
		SP:Iteration 6Q (27892.010000 sec): 3 clusters
  Score: Raw -103359.217228 + Penalty 2332.034157 = -101027.183071
  nChanged 23
		SP:Iteration 7Q (27892.150000 sec): 3 clusters
  Score: Raw -103388.446101 + Penalty 2332.034157 = -101056.411945
  nChanged 35
		SP:Iteration 8Q (27892.330000 sec): 3 clusters
  Score: Raw -103433.966250 + Penalty 2332.034157 = -101101.932093
  nChanged 34
		SP:Iteration 9Q (27892.490000 sec): 3 clusters
  Score: Raw -103472.672901 + Penalty 2332.034157 = -101140.638744
  nChanged 31
		SP:Iteration 10Q (27892.630000 sec): 3 clusters
  Score: Raw -103525.034923 + Penalty 2332.034157 = -101193.000766
  nChanged 37
		SP:Iteration 11Q (27892.840000 sec): 3 clusters
  Score: Raw -103601.756115 + Penalty 2332.034157 = -101269.721958
  nChanged 41
		SP:Iteration 12Q (27892.970000 sec): 3 clusters
  Score: Raw -103702.878525 + Penalty 2332.034157 = -101370.844368
  nChanged 53
		SP:Iteration 13Q (27893.070000 sec): 3 clusters
  Score: Raw -103814.317490 + Penalty 2332.034157 = -101482.283333
  nChanged 44
		SP:Iteration 14Q (27893.210000 sec): 3 clusters
  Score: Raw -103921.705715 + Penalty 2332.034157 = -101589.671558
  nChanged 39
		SP:Iteration 15Q (27893.380000 sec): 3 clusters
  Score: Raw -104000.334675 + Penalty 2332.034157 = -101668.300518
  nChanged 28
		SP:Iteration 16Q (27893.520000 sec): 3 clusters
  Score: Raw -104058.330187 + Penalty 2332.034157 = -101726.296030
  nChanged 21
		SP:Iteration 17Q (27893.690000 sec): 3 clusters
  Score: Raw -104089.655146 + Penalty 2332.034157 = -101757.620989
  nChanged 7
		SP:Iteration 18Q (27893.900000 sec): 3 clusters
  Score: Raw -104101.428059 + Penalty 2332.034157 = -101769.393902
  nChanged 10
		SP:Iteration 19Q (27894.040000 sec): 3 clusters
  Score: Raw -104132.792242 + Penalty 2332.034157 = -101800.758085
  nChanged 12
		SP:Iteration 20F (27894.240000 sec): 3 clusters
  Score: Raw -104182.095482 + Penalty 2332.034157 = -101850.061326
  nChanged 10
		SP:Iteration 21Q (27894.430000 sec): 3 clusters
  Score: Raw -104209.937351 + Penalty 2332.034157 = -101877.903194
  nChanged 6
		SP:Iteration 22Q (27894.570000 sec): 3 clusters
  Score: Raw -104227.264057 + Penalty 2332.034157 = -101895.229901
  nChanged 3
		SP:Iteration 23Q (27894.770000 sec): 3 clusters
  Score: Raw -104234.384542 + Penalty 2332.034157 = -101902.350385
  nChanged 1
		SP:Iteration 24Q (27894.930000 sec): 3 clusters
  Score: Raw -104235.877581 + Penalty 2332.034157 = -101903.843424
  nChanged 1
		SP:Iteration 25Q (27895.100000 sec): 3 clusters
  Score: Raw -104237.253522 + Penalty 2332.034157 = -101905.219365
  nChanged 1
		SP:Iteration 26Q (27895.310000 sec): 3 clusters
  Score: Raw -104238.126524 + Penalty 2332.034157 = -101906.092367
  nChanged 1
		SP:Iteration 27Q (27895.500000 sec): 3 clusters
  Score: Raw -104238.930691 + Penalty 2332.034157 = -101906.896534
  nChanged 0
		SP:Iteration 28F (27895.680000 sec): 3 clusters
  Score: Raw -104238.930691 + Penalty 2332.034157 = -101906.896534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27895.770000 sec): 2 clusters
  Score: Raw -44030.631458 + Penalty 1015.620977 = -43015.010481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27895.930000 sec): 3 clusters
  Score: Raw -43976.510178 + Penalty 2031.241954 = -41945.268224
  nChanged 110
		SP:Iteration 1F (27896.050000 sec): 3 clusters
  Score: Raw -44147.650356 + Penalty 2031.241954 = -42116.408403
  nChanged 43
		SP:Iteration 2F (27896.170000 sec): 3 clusters
  Score: Raw -44231.723462 + Penalty 2031.241954 = -42200.481508
  nChanged 32
		SP:Iteration 3F (27896.310000 sec): 3 clusters
  Score: Raw -44292.828055 + Penalty 2031.241954 = -42261.586101
  nChanged 21
		SP:Iteration 4Q (27896.490000 sec): 3 clusters
  Score: Raw -44331.978075 + Penalty 2031.241954 = -42300.736121
  nChanged 13
		SP:Iteration 5Q (27896.640000 sec): 3 clusters
  Score: Raw -44349.118397 + Penalty 2031.241954 = -42317.876443
  nChanged 5
		SP:Iteration 6Q (27896.790000 sec): 3 clusters
  Score: Raw -44357.246992 + Penalty 2031.241954 = -42326.005038
  nChanged 4
		SP:Iteration 7Q (27896.930000 sec): 3 clusters
  Score: Raw -44366.101960 + Penalty 2031.241954 = -42334.860006
  nChanged 5
		SP:Iteration 8Q (27897.050000 sec): 3 clusters
  Score: Raw -44373.603115 + Penalty 2031.241954 = -42342.361162
  nChanged 2
		SP:Iteration 9Q (27897.190000 sec): 3 clusters
  Score: Raw -44377.018412 + Penalty 2031.241954 = -42345.776458
  nChanged 1
		SP:Iteration 10Q (27897.330000 sec): 3 clusters
  Score: Raw -44378.477429 + Penalty 2031.241954 = -42347.235476
  nChanged 0
		SP:Iteration 11F (27897.510000 sec): 3 clusters
  Score: Raw -44378.477429 + Penalty 2031.241954 = -42347.235476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27897.590000 sec): 2 clusters
  Score: Raw -231419.635494 + Penalty 1295.301435 = -230124.334059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27897.790000 sec): 3 clusters
  Score: Raw -230031.260448 + Penalty 2590.602870 = -227440.657579
  nChanged 1118
		SP:Iteration 1F (27897.980000 sec): 3 clusters
  Score: Raw -230687.189111 + Penalty 2590.602870 = -228096.586241
  nChanged 239
		SP:Iteration 2F (27898.180000 sec): 3 clusters
  Score: Raw -230856.569802 + Penalty 2590.602870 = -228265.966932
  nChanged 164
		SP:Iteration 3F (27898.360000 sec): 3 clusters
  Score: Raw -230977.803892 + Penalty 2590.602870 = -228387.201022
  nChanged 143
		SP:Iteration 4Q (27898.530000 sec): 3 clusters
  Score: Raw -231077.100751 + Penalty 2590.602870 = -228486.497881
  nChanged 114
		SP:Iteration 5Q (27898.760000 sec): 3 clusters
  Score: Raw -231171.104014 + Penalty 2590.602870 = -228580.501144
  nChanged 118
		SP:Iteration 6Q (27898.930000 sec): 3 clusters
  Score: Raw -231260.487843 + Penalty 2590.602870 = -228669.884973
  nChanged 105
		SP:Iteration 7Q (27899.080000 sec): 3 clusters
  Score: Raw -231342.518364 + Penalty 2590.602870 = -228751.915494
  nChanged 101
		SP:Iteration 8Q (27899.270000 sec): 3 clusters
  Score: Raw -231408.659040 + Penalty 2590.602870 = -228818.056170
  nChanged 86
		SP:Iteration 9Q (27899.410000 sec): 3 clusters
  Score: Raw -231472.710629 + Penalty 2590.602870 = -228882.107759
  nChanged 74
		SP:Iteration 10Q (27899.600000 sec): 3 clusters
  Score: Raw -231527.392684 + Penalty 2590.602870 = -228936.789814
  nChanged 61
		SP:Iteration 11Q (27899.760000 sec): 3 clusters
  Score: Raw -231559.034083 + Penalty 2590.602870 = -228968.431213
  nChanged 49
		SP:Iteration 12Q (27899.950000 sec): 3 clusters
  Score: Raw -231584.483535 + Penalty 2590.602870 = -228993.880665
  nChanged 32
		SP:Iteration 13Q (27900.170000 sec): 3 clusters
  Score: Raw -231601.914308 + Penalty 2590.602870 = -229011.311438
  nChanged 28
		SP:Iteration 14Q (27900.340000 sec): 3 clusters
  Score: Raw -231619.744144 + Penalty 2590.602870 = -229029.141275
  nChanged 28
		SP:Iteration 15Q (27900.490000 sec): 3 clusters
  Score: Raw -231634.823563 + Penalty 2590.602870 = -229044.220693
  nChanged 22
		SP:Iteration 16Q (27900.670000 sec): 3 clusters
  Score: Raw -231645.323969 + Penalty 2590.602870 = -229054.721099
  nChanged 13
		SP:Iteration 17Q (27900.820000 sec): 3 clusters
  Score: Raw -231651.061211 + Penalty 2590.602870 = -229060.458341
  nChanged 15
		SP:Iteration 18Q (27900.990000 sec): 3 clusters
  Score: Raw -231658.811347 + Penalty 2590.602870 = -229068.208477
  nChanged 15
		SP:Iteration 19Q (27901.170000 sec): 3 clusters
  Score: Raw -231664.191734 + Penalty 2590.602870 = -229073.588864
  nChanged 12
		SP:Iteration 20F (27901.310000 sec): 3 clusters
  Score: Raw -231668.897272 + Penalty 2590.602870 = -229078.294402
  nChanged 8
		SP:Iteration 21Q (27901.510000 sec): 3 clusters
  Score: Raw -231671.704530 + Penalty 2590.602870 = -229081.101660
  nChanged 7
		SP:Iteration 22Q (27901.690000 sec): 3 clusters
  Score: Raw -231675.565688 + Penalty 2590.602870 = -229084.962818
  nChanged 14
		SP:Iteration 23Q (27901.860000 sec): 3 clusters
  Score: Raw -231682.215205 + Penalty 2590.602870 = -229091.612335
  nChanged 12
		SP:Iteration 24Q (27902.040000 sec): 3 clusters
  Score: Raw -231687.478956 + Penalty 2590.602870 = -229096.876086
  nChanged 10
		SP:Iteration 25Q (27902.260000 sec): 3 clusters
  Score: Raw -231692.143078 + Penalty 2590.602870 = -229101.540208
  nChanged 7
		SP:Iteration 26Q (27902.450000 sec): 3 clusters
  Score: Raw -231693.688047 + Penalty 2590.602870 = -229103.085177
  nChanged 5
		SP:Iteration 27Q (27902.640000 sec): 3 clusters
  Score: Raw -231695.680241 + Penalty 2590.602870 = -229105.077371
  nChanged 7
		SP:Iteration 28Q (27902.790000 sec): 3 clusters
  Score: Raw -231698.908652 + Penalty 2590.602870 = -229108.305783
  nChanged 8
		SP:Iteration 29Q (27902.990000 sec): 3 clusters
  Score: Raw -231703.081334 + Penalty 2590.602870 = -229112.478464
  nChanged 8
		SP:Iteration 30Q (27903.130000 sec): 3 clusters
  Score: Raw -231707.135379 + Penalty 2590.602870 = -229116.532509
  nChanged 7
		SP:Iteration 31Q (27903.310000 sec): 3 clusters
  Score: Raw -231710.639428 + Penalty 2590.602870 = -229120.036558
  nChanged 7
		SP:Iteration 32Q (27903.450000 sec): 3 clusters
  Score: Raw -231713.447929 + Penalty 2590.602870 = -229122.845059
  nChanged 3
		SP:Iteration 33Q (27903.590000 sec): 3 clusters
  Score: Raw -231715.263221 + Penalty 2590.602870 = -229124.660351
  nChanged 4
		SP:Iteration 34Q (27903.750000 sec): 3 clusters
  Score: Raw -231717.812217 + Penalty 2590.602870 = -229127.209347
  nChanged 5
		SP:Iteration 35Q (27903.920000 sec): 3 clusters
  Score: Raw -231719.494954 + Penalty 2590.602870 = -229128.892084
  nChanged 4
		SP:Iteration 36Q (27904.150000 sec): 3 clusters
  Score: Raw -231721.825034 + Penalty 2590.602870 = -229131.222164
  nChanged 4
		SP:Iteration 37Q (27904.310000 sec): 3 clusters
  Score: Raw -231723.309920 + Penalty 2590.602870 = -229132.707050
  nChanged 4
		SP:Iteration 38Q (27904.490000 sec): 3 clusters
  Score: Raw -231725.491780 + Penalty 2590.602870 = -229134.888910
  nChanged 4
		SP:Iteration 39Q (27904.640000 sec): 3 clusters
  Score: Raw -231727.311404 + Penalty 2590.602870 = -229136.708534
  nChanged 4
		SP:Iteration 40F (27904.810000 sec): 3 clusters
  Score: Raw -231729.049701 + Penalty 2590.602870 = -229138.446831
  nChanged 3
		SP:Iteration 41Q (27904.990000 sec): 3 clusters
  Score: Raw -231730.962390 + Penalty 2590.602870 = -229140.359520
  nChanged 2
		SP:Iteration 42Q (27905.170000 sec): 3 clusters
  Score: Raw -231732.045297 + Penalty 2590.602870 = -229141.442427
  nChanged 1
		SP:Iteration 43Q (27905.350000 sec): 3 clusters
  Score: Raw -231732.342423 + Penalty 2590.602870 = -229141.739553
  nChanged 0
		SP:Iteration 44F (27905.510000 sec): 3 clusters
  Score: Raw -231732.342423 + Penalty 2590.602870 = -229141.739553
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (4115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27905.600000 sec): 2 clusters
  Score: Raw -334761.031666 + Penalty 1352.389043 = -333408.642622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27905.750000 sec): 3 clusters
  Score: Raw -332760.460347 + Penalty 2704.778087 = -330055.682261
  nChanged 1584
		SP:Iteration 1F (27905.910000 sec): 3 clusters
  Score: Raw -333851.217786 + Penalty 2704.778087 = -331146.439699
  nChanged 413
		SP:Iteration 2F (27906.070000 sec): 3 clusters
  Score: Raw -334290.569759 + Penalty 2704.778087 = -331585.791673
  nChanged 392
		SP:Iteration 3F (27906.230000 sec): 3 clusters
  Score: Raw -334760.773401 + Penalty 2704.778087 = -332055.995314
  nChanged 342
		SP:Iteration 4F (27906.390000 sec): 3 clusters
  Score: Raw -335114.344383 + Penalty 2704.778087 = -332409.566296
  nChanged 222
		SP:Iteration 5F (27906.550000 sec): 3 clusters
  Score: Raw -335305.796289 + Penalty 2704.778087 = -332601.018203
  nChanged 178
		SP:Iteration 6Q (27906.710000 sec): 3 clusters
  Score: Raw -335450.730554 + Penalty 2704.778087 = -332745.952467
  nChanged 122
		SP:Iteration 7Q (27906.900000 sec): 3 clusters
  Score: Raw -335542.365175 + Penalty 2704.778087 = -332837.587088
  nChanged 107
		SP:Iteration 8Q (27907.050000 sec): 3 clusters
  Score: Raw -335611.387191 + Penalty 2704.778087 = -332906.609104
  nChanged 83
		SP:Iteration 9Q (27907.190000 sec): 3 clusters
  Score: Raw -335660.340430 + Penalty 2704.778087 = -332955.562343
  nChanged 65
		SP:Iteration 10Q (27907.330000 sec): 3 clusters
  Score: Raw -335693.672222 + Penalty 2704.778087 = -332988.894135
  nChanged 53
		SP:Iteration 11Q (27907.480000 sec): 3 clusters
  Score: Raw -335719.290103 + Penalty 2704.778087 = -333014.512016
  nChanged 42
		SP:Iteration 12Q (27907.620000 sec): 3 clusters
  Score: Raw -335735.794976 + Penalty 2704.778087 = -333031.016890
  nChanged 26
		SP:Iteration 13Q (27907.770000 sec): 3 clusters
  Score: Raw -335744.379379 + Penalty 2704.778087 = -333039.601292
  nChanged 25
		SP:Iteration 14Q (27907.910000 sec): 3 clusters
  Score: Raw -335751.050362 + Penalty 2704.778087 = -333046.272275
  nChanged 13
		SP:Iteration 15Q (27908.060000 sec): 3 clusters
  Score: Raw -335754.435775 + Penalty 2704.778087 = -333049.657688
  nChanged 14
		SP:Iteration 16Q (27908.200000 sec): 3 clusters
  Score: Raw -335758.947165 + Penalty 2704.778087 = -333054.169078
  nChanged 10
		SP:Iteration 17Q (27908.340000 sec): 3 clusters
  Score: Raw -335761.607385 + Penalty 2704.778087 = -333056.829298
  nChanged 10
		SP:Iteration 18Q (27908.490000 sec): 3 clusters
  Score: Raw -335764.954575 + Penalty 2704.778087 = -333060.176488
  nChanged 14
		SP:Iteration 19Q (27908.630000 sec): 3 clusters
  Score: Raw -335768.504632 + Penalty 2704.778087 = -333063.726545
  nChanged 12
		SP:Iteration 20F (27908.770000 sec): 3 clusters
  Score: Raw -335771.677745 + Penalty 2704.778087 = -333066.899658
  nChanged 7
		SP:Iteration 21Q (27908.920000 sec): 3 clusters
  Score: Raw -335773.397672 + Penalty 2704.778087 = -333068.619585
  nChanged 7
		SP:Iteration 22Q (27909.070000 sec): 3 clusters
  Score: Raw -335774.898397 + Penalty 2704.778087 = -333070.120311
  nChanged 3
		SP:Iteration 23Q (27909.230000 sec): 3 clusters
  Score: Raw -335775.857742 + Penalty 2704.778087 = -333071.079655
  nChanged 6
		SP:Iteration 24Q (27909.390000 sec): 3 clusters
  Score: Raw -335777.582633 + Penalty 2704.778087 = -333072.804547
  nChanged 7
		SP:Iteration 25Q (27909.550000 sec): 3 clusters
  Score: Raw -335780.249943 + Penalty 2704.778087 = -333075.471857
  nChanged 9
		SP:Iteration 26Q (27909.710000 sec): 3 clusters
  Score: Raw -335782.355404 + Penalty 2704.778087 = -333077.577317
  nChanged 5
		SP:Iteration 27Q (27909.870000 sec): 3 clusters
  Score: Raw -335783.372772 + Penalty 2704.778087 = -333078.594685
  nChanged 6
		SP:Iteration 28Q (27910.030000 sec): 3 clusters
  Score: Raw -335784.736760 + Penalty 2704.778087 = -333079.958673
  nChanged 8
		SP:Iteration 29Q (27910.190000 sec): 3 clusters
  Score: Raw -335786.736032 + Penalty 2704.778087 = -333081.957945
  nChanged 6
		SP:Iteration 30Q (27910.350000 sec): 3 clusters
  Score: Raw -335788.026428 + Penalty 2704.778087 = -333083.248341
  nChanged 6
		SP:Iteration 31Q (27910.510000 sec): 3 clusters
  Score: Raw -335789.397925 + Penalty 2704.778087 = -333084.619838
  nChanged 8
		SP:Iteration 32Q (27910.670000 sec): 3 clusters
  Score: Raw -335791.570516 + Penalty 2704.778087 = -333086.792430
  nChanged 12
		SP:Iteration 33Q (27910.830000 sec): 3 clusters
  Score: Raw -335794.169798 + Penalty 2704.778087 = -333089.391711
  nChanged 7
		SP:Iteration 34Q (27910.990000 sec): 3 clusters
  Score: Raw -335796.080120 + Penalty 2704.778087 = -333091.302033
  nChanged 3
		SP:Iteration 35Q (27911.150000 sec): 3 clusters
  Score: Raw -335796.596853 + Penalty 2704.778087 = -333091.818767
  nChanged 2
		SP:Iteration 36Q (27911.310000 sec): 3 clusters
  Score: Raw -335796.918657 + Penalty 2704.778087 = -333092.140570
  nChanged 3
		SP:Iteration 37Q (27911.470000 sec): 3 clusters
  Score: Raw -335797.407887 + Penalty 2704.778087 = -333092.629800
  nChanged 3
		SP:Iteration 38Q (27911.630000 sec): 3 clusters
  Score: Raw -335797.716278 + Penalty 2704.778087 = -333092.938191
  nChanged 2
		SP:Iteration 39Q (27911.790000 sec): 3 clusters
  Score: Raw -335798.001220 + Penalty 2704.778087 = -333093.223133
  nChanged 1
		SP:Iteration 40F (27911.950000 sec): 3 clusters
  Score: Raw -335798.343290 + Penalty 2704.778087 = -333093.565203
  nChanged 1
		SP:Iteration 41Q (27912.110000 sec): 3 clusters
  Score: Raw -335798.427637 + Penalty 2704.778087 = -333093.649550
  nChanged 1
		SP:Iteration 42Q (27912.270000 sec): 3 clusters
  Score: Raw -335798.525812 + Penalty 2704.778087 = -333093.747725
  nChanged 1
		SP:Iteration 43Q (27912.430000 sec): 3 clusters
  Score: Raw -335798.709798 + Penalty 2704.778087 = -333093.931712
  nChanged 1
		SP:Iteration 44Q (27912.590000 sec): 3 clusters
  Score: Raw -335798.849317 + Penalty 2704.778087 = -333094.071230
  nChanged 2
		SP:Iteration 45Q (27912.750000 sec): 3 clusters
  Score: Raw -335799.145663 + Penalty 2704.778087 = -333094.367576
  nChanged 3
		SP:Iteration 46Q (27912.910000 sec): 3 clusters
  Score: Raw -335799.563249 + Penalty 2704.778087 = -333094.785162
  nChanged 3
		SP:Iteration 47Q (27913.070000 sec): 3 clusters
  Score: Raw -335799.899065 + Penalty 2704.778087 = -333095.120978
  nChanged 1
		SP:Iteration 48Q (27913.230000 sec): 3 clusters
  Score: Raw -335799.960825 + Penalty 2704.778087 = -333095.182738
  nChanged 1
		SP:Iteration 49Q (27913.390000 sec): 3 clusters
  Score: Raw -335800.070041 + Penalty 2704.778087 = -333095.291955
  nChanged 1
		SP:Iteration 50Q (27913.550000 sec): 3 clusters
  Score: Raw -335800.245190 + Penalty 2704.778087 = -333095.467103
  nChanged 1
		SP:Iteration 51Q (27913.700000 sec): 3 clusters
  Score: Raw -335800.392429 + Penalty 2704.778087 = -333095.614342
  nChanged 2
		SP:Iteration 52Q (27913.950000 sec): 3 clusters
  Score: Raw -335800.547479 + Penalty 2704.778087 = -333095.769392
  nChanged 1
		SP:Iteration 53Q (27914.100000 sec): 3 clusters
  Score: Raw -335800.653700 + Penalty 2704.778087 = -333095.875613
  nChanged 2
		SP:Iteration 54Q (27914.260000 sec): 3 clusters
  Score: Raw -335801.010444 + Penalty 2704.778087 = -333096.232357
  nChanged 2
		SP:Iteration 55Q (27914.410000 sec): 3 clusters
  Score: Raw -335801.245025 + Penalty 2704.778087 = -333096.466938
  nChanged 2
		SP:Iteration 56Q (27914.530000 sec): 3 clusters
  Score: Raw -335801.720607 + Penalty 2704.778087 = -333096.942520
  nChanged 4
		SP:Iteration 57Q (27914.690000 sec): 3 clusters
  Score: Raw -335802.900674 + Penalty 2704.778087 = -333098.122588
  nChanged 2
		SP:Iteration 58Q (27914.850000 sec): 3 clusters
  Score: Raw -335803.162411 + Penalty 2704.778087 = -333098.384325
  nChanged 1
		SP:Iteration 59Q (27915.010000 sec): 3 clusters
  Score: Raw -335803.219531 + Penalty 2704.778087 = -333098.441444
  nChanged 0
		SP:Iteration 60F (27915.170000 sec): 3 clusters
  Score: Raw -335803.219531 + Penalty 2704.778087 = -333098.441444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27915.250000 sec): 2 clusters
  Score: Raw -8168.661088 + Penalty 795.898967 = -7372.762121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27915.410000 sec): 3 clusters
  Score: Raw -8357.284124 + Penalty 1591.797935 = -6765.486189
  nChanged 8
		SP:Iteration 1F (27915.570000 sec): 3 clusters
  Score: Raw -8394.298318 + Penalty 1591.797935 = -6802.500383
  nChanged 5
		SP:Iteration 2Q (27915.730000 sec): 3 clusters
  Score: Raw -8428.996793 + Penalty 1591.797935 = -6837.198858
  nChanged 2
		SP:Iteration 3Q (27915.890000 sec): 3 clusters
  Score: Raw -8435.720458 + Penalty 1591.797935 = -6843.922523
  nChanged 0
		SP:Iteration 4F (27916.050000 sec): 3 clusters
  Score: Raw -8435.720458 + Penalty 1591.797935 = -6843.922523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27916.240000 sec): 2 clusters
  Score: Raw -311271.363748 + Penalty 1341.276396 = -309930.087352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27916.490000 sec): 3 clusters
  Score: Raw -309356.078122 + Penalty 2682.552792 = -306673.525330
  nChanged 1528
		SP:Iteration 1F (27916.660000 sec): 3 clusters
  Score: Raw -310168.396345 + Penalty 2682.552792 = -307485.843553
  nChanged 297
		SP:Iteration 2F (27916.850000 sec): 3 clusters
  Score: Raw -310362.225545 + Penalty 2682.552792 = -307679.672753
  nChanged 235
		SP:Iteration 3F (27917.080000 sec): 3 clusters
  Score: Raw -310519.552831 + Penalty 2682.552792 = -307837.000039
  nChanged 215
		SP:Iteration 4F (27917.280000 sec): 3 clusters
  Score: Raw -310677.117485 + Penalty 2682.552792 = -307994.564693
  nChanged 209
		SP:Iteration 5F (27917.490000 sec): 3 clusters
  Score: Raw -310842.023119 + Penalty 2682.552792 = -308159.470327
  nChanged 199
		SP:Iteration 6F (27917.760000 sec): 3 clusters
  Score: Raw -311018.333096 + Penalty 2682.552792 = -308335.780304
  nChanged 212
		SP:Iteration 7F (27917.950000 sec): 3 clusters
  Score: Raw -311207.399333 + Penalty 2682.552792 = -308524.846541
  nChanged 184
		SP:Iteration 8Q (27918.080000 sec): 3 clusters
  Score: Raw -311361.920723 + Penalty 2682.552792 = -308679.367931
  nChanged 156
		SP:Iteration 9Q (27918.260000 sec): 3 clusters
  Score: Raw -311480.496698 + Penalty 2682.552792 = -308797.943906
  nChanged 133
		SP:Iteration 10Q (27918.400000 sec): 3 clusters
  Score: Raw -311571.810950 + Penalty 2682.552792 = -308889.258158
  nChanged 96
		SP:Iteration 11Q (27918.590000 sec): 3 clusters
  Score: Raw -311636.311692 + Penalty 2682.552792 = -308953.758900
  nChanged 91
		SP:Iteration 12Q (27918.730000 sec): 3 clusters
  Score: Raw -311701.194999 + Penalty 2682.552792 = -309018.642207
  nChanged 67
		SP:Iteration 13Q (27918.880000 sec): 3 clusters
  Score: Raw -311752.131552 + Penalty 2682.552792 = -309069.578760
  nChanged 79
		SP:Iteration 14Q (27919.100000 sec): 3 clusters
  Score: Raw -311812.597033 + Penalty 2682.552792 = -309130.044241
  nChanged 85
		SP:Iteration 15Q (27919.310000 sec): 3 clusters
  Score: Raw -311865.216252 + Penalty 2682.552792 = -309182.663460
  nChanged 65
		SP:Iteration 16Q (27919.510000 sec): 3 clusters
  Score: Raw -311900.124869 + Penalty 2682.552792 = -309217.572077
  nChanged 48
		SP:Iteration 17Q (27919.650000 sec): 3 clusters
  Score: Raw -311929.045739 + Penalty 2682.552792 = -309246.492947
  nChanged 39
		SP:Iteration 18Q (27919.860000 sec): 3 clusters
  Score: Raw -311945.597700 + Penalty 2682.552792 = -309263.044908
  nChanged 28
		SP:Iteration 19Q (27920.070000 sec): 3 clusters
  Score: Raw -311956.070041 + Penalty 2682.552792 = -309273.517249
  nChanged 23
		SP:Iteration 20F (27920.260000 sec): 3 clusters
  Score: Raw -311962.683541 + Penalty 2682.552792 = -309280.130749
  nChanged 20
		SP:Iteration 21Q (27920.450000 sec): 3 clusters
  Score: Raw -311968.115888 + Penalty 2682.552792 = -309285.563096
  nChanged 11
		SP:Iteration 22Q (27920.650000 sec): 3 clusters
  Score: Raw -311970.453997 + Penalty 2682.552792 = -309287.901205
  nChanged 5
		SP:Iteration 23Q (27920.830000 sec): 3 clusters
  Score: Raw -311971.215517 + Penalty 2682.552792 = -309288.662725
  nChanged 2
		SP:Iteration 24Q (27921.030000 sec): 3 clusters
  Score: Raw -311971.541104 + Penalty 2682.552792 = -309288.988312
  nChanged 3
		SP:Iteration 25Q (27921.220000 sec): 3 clusters
  Score: Raw -311972.068065 + Penalty 2682.552792 = -309289.515274
  nChanged 3
		SP:Iteration 26Q (27921.410000 sec): 3 clusters
  Score: Raw -311972.635810 + Penalty 2682.552792 = -309290.083018
  nChanged 2
		SP:Iteration 27Q (27921.590000 sec): 3 clusters
  Score: Raw -311972.938762 + Penalty 2682.552792 = -309290.385970
  nChanged 0
		SP:Iteration 28F (27921.770000 sec): 3 clusters
  Score: Raw -311972.938762 + Penalty 2682.552792 = -309290.385970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27921.830000 sec): 2 clusters
  Score: Raw -105547.173169 + Penalty 1180.063153 = -104367.110017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27921.950000 sec): 3 clusters
  Score: Raw -104978.416496 + Penalty 2360.126305 = -102618.290191
  nChanged 491
		SP:Iteration 1F (27922.130000 sec): 3 clusters
  Score: Raw -105307.013999 + Penalty 2360.126305 = -102946.887694
  nChanged 131
		SP:Iteration 2F (27922.340000 sec): 3 clusters
  Score: Raw -105443.725525 + Penalty 2360.126305 = -103083.599220
  nChanged 76
		SP:Iteration 3F (27922.450000 sec): 3 clusters
  Score: Raw -105516.391650 + Penalty 2360.126305 = -103156.265345
  nChanged 57
		SP:Iteration 4Q (27922.610000 sec): 3 clusters
  Score: Raw -105561.490061 + Penalty 2360.126305 = -103201.363756
  nChanged 34
		SP:Iteration 5Q (27922.770000 sec): 3 clusters
  Score: Raw -105594.838466 + Penalty 2360.126305 = -103234.712161
  nChanged 35
		SP:Iteration 6Q (27922.970000 sec): 3 clusters
  Score: Raw -105626.894623 + Penalty 2360.126305 = -103266.768318
  nChanged 31
		SP:Iteration 7Q (27923.140000 sec): 3 clusters
  Score: Raw -105652.614739 + Penalty 2360.126305 = -103292.488434
  nChanged 25
		SP:Iteration 8Q (27923.330000 sec): 3 clusters
  Score: Raw -105671.757230 + Penalty 2360.126305 = -103311.630925
  nChanged 27
		SP:Iteration 9Q (27923.510000 sec): 3 clusters
  Score: Raw -105692.566412 + Penalty 2360.126305 = -103332.440107
  nChanged 23
		SP:Iteration 10Q (27923.650000 sec): 3 clusters
  Score: Raw -105710.961673 + Penalty 2360.126305 = -103350.835368
  nChanged 23
		SP:Iteration 11Q (27923.840000 sec): 3 clusters
  Score: Raw -105732.895160 + Penalty 2360.126305 = -103372.768855
  nChanged 21
		SP:Iteration 12Q (27924.020000 sec): 3 clusters
  Score: Raw -105747.903062 + Penalty 2360.126305 = -103387.776757
  nChanged 28
		SP:Iteration 13Q (27924.190000 sec): 3 clusters
  Score: Raw -105772.312336 + Penalty 2360.126305 = -103412.186031
  nChanged 29
		SP:Iteration 14Q (27924.360000 sec): 3 clusters
  Score: Raw -105793.204689 + Penalty 2360.126305 = -103433.078384
  nChanged 21
		SP:Iteration 15Q (27924.530000 sec): 3 clusters
  Score: Raw -105811.257907 + Penalty 2360.126305 = -103451.131602
  nChanged 13
		SP:Iteration 16Q (27924.700000 sec): 3 clusters
  Score: Raw -105819.228096 + Penalty 2360.126305 = -103459.101791
  nChanged 9
		SP:Iteration 17Q (27924.870000 sec): 3 clusters
  Score: Raw -105827.728910 + Penalty 2360.126305 = -103467.602605
  nChanged 15
		SP:Iteration 18Q (27925.040000 sec): 3 clusters
  Score: Raw -105839.787912 + Penalty 2360.126305 = -103479.661607
  nChanged 9
		SP:Iteration 19Q (27925.170000 sec): 3 clusters
  Score: Raw -105848.291195 + Penalty 2360.126305 = -103488.164890
  nChanged 7
		SP:Iteration 20F (27925.320000 sec): 3 clusters
  Score: Raw -105853.114289 + Penalty 2360.126305 = -103492.987983
  nChanged 4
		SP:Iteration 21Q (27925.490000 sec): 3 clusters
  Score: Raw -105857.335648 + Penalty 2360.126305 = -103497.209343
  nChanged 6
		SP:Iteration 22Q (27925.670000 sec): 3 clusters
  Score: Raw -105864.448436 + Penalty 2360.126305 = -103504.322131
  nChanged 12
		SP:Iteration 23Q (27925.850000 sec): 3 clusters
  Score: Raw -105879.741510 + Penalty 2360.126305 = -103519.615205
  nChanged 10
		SP:Iteration 24Q (27926.070000 sec): 3 clusters
  Score: Raw -105892.807593 + Penalty 2360.126305 = -103532.681288
  nChanged 17
		SP:Iteration 25Q (27926.230000 sec): 3 clusters
  Score: Raw -105906.033747 + Penalty 2360.126305 = -103545.907442
  nChanged 13
		SP:Iteration 26Q (27926.330000 sec): 3 clusters
  Score: Raw -105919.284071 + Penalty 2360.126305 = -103559.157766
  nChanged 9
		SP:Iteration 27Q (27926.470000 sec): 3 clusters
  Score: Raw -105928.380759 + Penalty 2360.126305 = -103568.254453
  nChanged 13
		SP:Iteration 28Q (27926.610000 sec): 3 clusters
  Score: Raw -105941.147993 + Penalty 2360.126305 = -103581.021688
  nChanged 17
		SP:Iteration 29Q (27926.740000 sec): 3 clusters
  Score: Raw -105955.013983 + Penalty 2360.126305 = -103594.887678
  nChanged 11
		SP:Iteration 30Q (27926.880000 sec): 3 clusters
  Score: Raw -105961.832165 + Penalty 2360.126305 = -103601.705859
  nChanged 9
		SP:Iteration 31Q (27927.070000 sec): 3 clusters
  Score: Raw -105966.507629 + Penalty 2360.126305 = -103606.381324
  nChanged 5
		SP:Iteration 32Q (27927.200000 sec): 3 clusters
  Score: Raw -105972.169477 + Penalty 2360.126305 = -103612.043172
  nChanged 8
		SP:Iteration 33Q (27927.380000 sec): 3 clusters
  Score: Raw -105980.724157 + Penalty 2360.126305 = -103620.597852
  nChanged 7
		SP:Iteration 34Q (27927.550000 sec): 3 clusters
  Score: Raw -105985.057140 + Penalty 2360.126305 = -103624.930835
  nChanged 5
		SP:Iteration 35Q (27927.650000 sec): 3 clusters
  Score: Raw -105990.525744 + Penalty 2360.126305 = -103630.399439
  nChanged 3
		SP:Iteration 36Q (27927.830000 sec): 3 clusters
  Score: Raw -105992.629269 + Penalty 2360.126305 = -103632.502964
  nChanged 4
		SP:Iteration 37Q (27928.000000 sec): 3 clusters
  Score: Raw -105995.930881 + Penalty 2360.126305 = -103635.804576
  nChanged 7
		SP:Iteration 38Q (27928.170000 sec): 3 clusters
  Score: Raw -106000.104857 + Penalty 2360.126305 = -103639.978551
  nChanged 8
		SP:Iteration 39Q (27928.330000 sec): 3 clusters
  Score: Raw -106004.811243 + Penalty 2360.126305 = -103644.684938
  nChanged 5
		SP:Iteration 40F (27928.520000 sec): 3 clusters
  Score: Raw -106009.811031 + Penalty 2360.126305 = -103649.684726
  nChanged 7
		SP:Iteration 41Q (27928.690000 sec): 3 clusters
  Score: Raw -106015.454374 + Penalty 2360.126305 = -103655.328068
  nChanged 4
		SP:Iteration 42Q (27928.870000 sec): 3 clusters
  Score: Raw -106018.550690 + Penalty 2360.126305 = -103658.424385
  nChanged 7
		SP:Iteration 43Q (27929.020000 sec): 3 clusters
  Score: Raw -106021.547766 + Penalty 2360.126305 = -103661.421460
  nChanged 3
		SP:Iteration 44Q (27929.190000 sec): 3 clusters
  Score: Raw -106024.181824 + Penalty 2360.126305 = -103664.055519
  nChanged 3
		SP:Iteration 45Q (27929.320000 sec): 3 clusters
  Score: Raw -106027.273336 + Penalty 2360.126305 = -103667.147031
  nChanged 2
		SP:Iteration 46Q (27929.510000 sec): 3 clusters
  Score: Raw -106029.814799 + Penalty 2360.126305 = -103669.688494
  nChanged 5
		SP:Iteration 47Q (27929.690000 sec): 3 clusters
  Score: Raw -106032.992098 + Penalty 2360.126305 = -103672.865793
  nChanged 3
		SP:Iteration 48Q (27929.860000 sec): 3 clusters
  Score: Raw -106034.550275 + Penalty 2360.126305 = -103674.423970
  nChanged 3
		SP:Iteration 49Q (27930.000000 sec): 3 clusters
  Score: Raw -106036.453092 + Penalty 2360.126305 = -103676.326787
  nChanged 2
		SP:Iteration 50Q (27930.180000 sec): 3 clusters
  Score: Raw -106039.354640 + Penalty 2360.126305 = -103679.228335
  nChanged 2
		SP:Iteration 51Q (27930.290000 sec): 3 clusters
  Score: Raw -106042.832555 + Penalty 2360.126305 = -103682.706250
  nChanged 5
		SP:Iteration 52Q (27930.420000 sec): 3 clusters
  Score: Raw -106045.728940 + Penalty 2360.126305 = -103685.602635
  nChanged 2
		SP:Iteration 53Q (27930.550000 sec): 3 clusters
  Score: Raw -106048.334851 + Penalty 2360.126305 = -103688.208546
  nChanged 7
		SP:Iteration 54Q (27930.670000 sec): 3 clusters
  Score: Raw -106053.535379 + Penalty 2360.126305 = -103693.409074
  nChanged 5
		SP:Iteration 55Q (27930.810000 sec): 3 clusters
  Score: Raw -106055.232449 + Penalty 2360.126305 = -103695.106144
  nChanged 1
		SP:Iteration 56Q (27930.950000 sec): 3 clusters
  Score: Raw -106055.677223 + Penalty 2360.126305 = -103695.550918
  nChanged 1
		SP:Iteration 57Q (27931.140000 sec): 3 clusters
  Score: Raw -106056.350332 + Penalty 2360.126305 = -103696.224027
  nChanged 2
		SP:Iteration 58Q (27931.270000 sec): 3 clusters
  Score: Raw -106056.940607 + Penalty 2360.126305 = -103696.814302
  nChanged 1
		SP:Iteration 59Q (27931.420000 sec): 3 clusters
  Score: Raw -106057.240306 + Penalty 2360.126305 = -103697.114001
  nChanged 0
		SP:Iteration 60F (27931.600000 sec): 3 clusters
  Score: Raw -106057.240306 + Penalty 2360.126305 = -103697.114001
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27931.700000 sec): 2 clusters
  Score: Raw -39780.620011 + Penalty 1069.579085 = -38711.040926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27931.820000 sec): 3 clusters
  Score: Raw -39663.247020 + Penalty 2139.158170 = -37524.088850
  nChanged 198
		SP:Iteration 1F (27931.990000 sec): 3 clusters
  Score: Raw -39956.442121 + Penalty 2139.158170 = -37817.283951
  nChanged 62
		SP:Iteration 2F (27932.170000 sec): 3 clusters
  Score: Raw -40085.092496 + Penalty 2139.158170 = -37945.934326
  nChanged 43
		SP:Iteration 3F (27932.300000 sec): 3 clusters
  Score: Raw -40182.736772 + Penalty 2139.158170 = -38043.578602
  nChanged 34
		SP:Iteration 4Q (27932.430000 sec): 3 clusters
  Score: Raw -40238.867060 + Penalty 2139.158170 = -38099.708890
  nChanged 20
		SP:Iteration 5Q (27932.610000 sec): 3 clusters
  Score: Raw -40274.372819 + Penalty 2139.158170 = -38135.214649
  nChanged 9
		SP:Iteration 6Q (27932.800000 sec): 3 clusters
  Score: Raw -40284.676242 + Penalty 2139.158170 = -38145.518072
  nChanged 4
		SP:Iteration 7Q (27932.930000 sec): 3 clusters
  Score: Raw -40289.439626 + Penalty 2139.158170 = -38150.281456
  nChanged 8
		SP:Iteration 8Q (27933.080000 sec): 3 clusters
  Score: Raw -40303.566196 + Penalty 2139.158170 = -38164.408026
  nChanged 5
		SP:Iteration 9Q (27933.270000 sec): 3 clusters
  Score: Raw -40314.815109 + Penalty 2139.158170 = -38175.656939
  nChanged 8
		SP:Iteration 10Q (27933.420000 sec): 3 clusters
  Score: Raw -40341.666163 + Penalty 2139.158170 = -38202.507992
  nChanged 11
		SP:Iteration 11Q (27933.560000 sec): 3 clusters
  Score: Raw -40357.588945 + Penalty 2139.158170 = -38218.430775
  nChanged 7
		SP:Iteration 12Q (27933.700000 sec): 3 clusters
  Score: Raw -40363.982471 + Penalty 2139.158170 = -38224.824301
  nChanged 4
		SP:Iteration 13Q (27933.840000 sec): 3 clusters
  Score: Raw -40368.890864 + Penalty 2139.158170 = -38229.732694
  nChanged 4
		SP:Iteration 14Q (27934.010000 sec): 3 clusters
  Score: Raw -40375.135850 + Penalty 2139.158170 = -38235.977680
  nChanged 0
		SP:Iteration 15F (27934.150000 sec): 3 clusters
  Score: Raw -40375.135850 + Penalty 2139.158170 = -38235.977680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27934.240000 sec): 2 clusters
  Score: Raw -41829.509471 + Penalty 1008.240636 = -40821.268835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27934.380000 sec): 3 clusters
  Score: Raw -41817.240825 + Penalty 2016.481273 = -39800.759552
  nChanged 113
		SP:Iteration 1F (27934.520000 sec): 3 clusters
  Score: Raw -41951.201596 + Penalty 2016.481273 = -39934.720323
  nChanged 22
		SP:Iteration 2Q (27934.650000 sec): 3 clusters
  Score: Raw -41979.678815 + Penalty 2016.481273 = -39963.197543
  nChanged 7
		SP:Iteration 3Q (27934.830000 sec): 3 clusters
  Score: Raw -41987.874303 + Penalty 2016.481273 = -39971.393031
  nChanged 3
		SP:Iteration 4Q (27934.950000 sec): 3 clusters
  Score: Raw -42000.945884 + Penalty 2016.481273 = -39984.464611
  nChanged 5
		SP:Iteration 5Q (27935.100000 sec): 3 clusters
  Score: Raw -42007.873195 + Penalty 2016.481273 = -39991.391922
  nChanged 7
		SP:Iteration 6Q (27935.230000 sec): 3 clusters
  Score: Raw -42014.033598 + Penalty 2016.481273 = -39997.552325
  nChanged 2
		SP:Iteration 7Q (27935.350000 sec): 3 clusters
  Score: Raw -42017.919483 + Penalty 2016.481273 = -40001.438210
  nChanged 1
		SP:Iteration 8Q (27935.470000 sec): 3 clusters
  Score: Raw -42023.476382 + Penalty 2016.481273 = -40006.995110
  nChanged 2
		SP:Iteration 9Q (27935.570000 sec): 3 clusters
  Score: Raw -42024.885852 + Penalty 2016.481273 = -40008.404579
  nChanged 0
		SP:Iteration 10F (27935.700000 sec): 3 clusters
  Score: Raw -42024.885852 + Penalty 2016.481273 = -40008.404579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (6773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27935.860000 sec): 2 clusters
  Score: Raw -553225.432870 + Penalty 1433.363652 = -551792.069217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27935.990000 sec): 3 clusters
  Score: Raw -549588.422811 + Penalty 2866.727305 = -546721.695507
  nChanged 2829
		SP:Iteration 1F (27936.170000 sec): 3 clusters
  Score: Raw -551063.285967 + Penalty 2866.727305 = -548196.558663
  nChanged 441
		SP:Iteration 2F (27936.410000 sec): 3 clusters
  Score: Raw -551279.679230 + Penalty 2866.727305 = -548412.951925
  nChanged 355
		SP:Iteration 3F (27936.580000 sec): 3 clusters
  Score: Raw -551453.366339 + Penalty 2866.727305 = -548586.639035
  nChanged 319
		SP:Iteration 4Q (27936.770000 sec): 3 clusters
  Score: Raw -551620.717657 + Penalty 2866.727305 = -548753.990352
  nChanged 284
		SP:Iteration 5Q (27936.950000 sec): 3 clusters
  Score: Raw -551762.557046 + Penalty 2866.727305 = -548895.829742
  nChanged 268
		SP:Iteration 6Q (27937.160000 sec): 3 clusters
  Score: Raw -551886.978337 + Penalty 2866.727305 = -549020.251032
  nChanged 236
		SP:Iteration 7Q (27937.390000 sec): 3 clusters
  Score: Raw -552001.053413 + Penalty 2866.727305 = -549134.326108
  nChanged 241
		SP:Iteration 8Q (27937.650000 sec): 3 clusters
  Score: Raw -552117.195828 + Penalty 2866.727305 = -549250.468523
  nChanged 243
		SP:Iteration 9Q (27937.780000 sec): 3 clusters
  Score: Raw -552244.527159 + Penalty 2866.727305 = -549377.799854
  nChanged 239
		SP:Iteration 10Q (27937.990000 sec): 3 clusters
  Score: Raw -552359.999021 + Penalty 2866.727305 = -549493.271716
  nChanged 228
		SP:Iteration 11Q (27938.180000 sec): 3 clusters
  Score: Raw -552466.127546 + Penalty 2866.727305 = -549599.400241
  nChanged 241
		SP:Iteration 12Q (27938.400000 sec): 3 clusters
  Score: Raw -552591.566790 + Penalty 2866.727305 = -549724.839485
  nChanged 218
		SP:Iteration 13Q (27938.580000 sec): 3 clusters
  Score: Raw -552712.299911 + Penalty 2866.727305 = -549845.572606
  nChanged 190
		SP:Iteration 14Q (27938.810000 sec): 3 clusters
  Score: Raw -552822.241569 + Penalty 2866.727305 = -549955.514265
  nChanged 175
		SP:Iteration 15Q (27938.980000 sec): 3 clusters
  Score: Raw -552928.315439 + Penalty 2866.727305 = -550061.588135
  nChanged 160
		SP:Iteration 16Q (27939.150000 sec): 3 clusters
  Score: Raw -553028.157786 + Penalty 2866.727305 = -550161.430481
  nChanged 130
		SP:Iteration 17Q (27939.370000 sec): 3 clusters
  Score: Raw -553122.501645 + Penalty 2866.727305 = -550255.774340
  nChanged 115
		SP:Iteration 18Q (27939.540000 sec): 3 clusters
  Score: Raw -553194.492358 + Penalty 2866.727305 = -550327.765053
  nChanged 101
		SP:Iteration 19Q (27939.720000 sec): 3 clusters
  Score: Raw -553256.001545 + Penalty 2866.727305 = -550389.274240
  nChanged 87
		SP:Iteration 20F (27939.960000 sec): 3 clusters
  Score: Raw -553299.276794 + Penalty 2866.727305 = -550432.549489
  nChanged 70
		SP:Iteration 21Q (27940.160000 sec): 3 clusters
  Score: Raw -553324.661325 + Penalty 2866.727305 = -550457.934020
  nChanged 44
		SP:Iteration 22Q (27940.350000 sec): 3 clusters
  Score: Raw -553338.051443 + Penalty 2866.727305 = -550471.324138
  nChanged 34
		SP:Iteration 23Q (27940.530000 sec): 3 clusters
  Score: Raw -553347.356844 + Penalty 2866.727305 = -550480.629540
  nChanged 26
		SP:Iteration 24Q (27940.710000 sec): 3 clusters
  Score: Raw -553356.944529 + Penalty 2866.727305 = -550490.217224
  nChanged 28
		SP:Iteration 25Q (27940.880000 sec): 3 clusters
  Score: Raw -553366.177733 + Penalty 2866.727305 = -550499.450428
  nChanged 26
		SP:Iteration 26Q (27941.060000 sec): 3 clusters
  Score: Raw -553376.896068 + Penalty 2866.727305 = -550510.168763
  nChanged 29
		SP:Iteration 27Q (27941.310000 sec): 3 clusters
  Score: Raw -553385.841184 + Penalty 2866.727305 = -550519.113879
  nChanged 27
		SP:Iteration 28Q (27941.510000 sec): 3 clusters
  Score: Raw -553395.724468 + Penalty 2866.727305 = -550528.997163
  nChanged 26
		SP:Iteration 29Q (27941.700000 sec): 3 clusters
  Score: Raw -553407.605788 + Penalty 2866.727305 = -550540.878483
  nChanged 26
		SP:Iteration 30Q (27941.900000 sec): 3 clusters
  Score: Raw -553423.122880 + Penalty 2866.727305 = -550556.395575
  nChanged 31
		SP:Iteration 31Q (27942.150000 sec): 3 clusters
  Score: Raw -553439.643480 + Penalty 2866.727305 = -550572.916175
  nChanged 22
		SP:Iteration 32Q (27942.290000 sec): 3 clusters
  Score: Raw -553449.805172 + Penalty 2866.727305 = -550583.077867
  nChanged 15
		SP:Iteration 33Q (27942.470000 sec): 3 clusters
  Score: Raw -553455.492855 + Penalty 2866.727305 = -550588.765550
  nChanged 15
		SP:Iteration 34Q (27942.650000 sec): 3 clusters
  Score: Raw -553460.642928 + Penalty 2866.727305 = -550593.915623
  nChanged 8
		SP:Iteration 35Q (27942.810000 sec): 3 clusters
  Score: Raw -553464.719662 + Penalty 2866.727305 = -550597.992358
  nChanged 10
		SP:Iteration 36Q (27942.990000 sec): 3 clusters
  Score: Raw -553467.979280 + Penalty 2866.727305 = -550601.251975
  nChanged 9
		SP:Iteration 37Q (27943.210000 sec): 3 clusters
  Score: Raw -553471.138226 + Penalty 2866.727305 = -550604.410921
  nChanged 13
		SP:Iteration 38Q (27943.460000 sec): 3 clusters
  Score: Raw -553475.432992 + Penalty 2866.727305 = -550608.705687
  nChanged 10
		SP:Iteration 39Q (27943.580000 sec): 3 clusters
  Score: Raw -553479.281100 + Penalty 2866.727305 = -550612.553796
  nChanged 16
		SP:Iteration 40F (27943.810000 sec): 3 clusters
  Score: Raw -553484.396450 + Penalty 2866.727305 = -550617.669145
  nChanged 12
		SP:Iteration 41Q (27944.010000 sec): 3 clusters
  Score: Raw -553489.226302 + Penalty 2866.727305 = -550622.498998
  nChanged 18
		SP:Iteration 42Q (27944.250000 sec): 3 clusters
  Score: Raw -553494.820922 + Penalty 2866.727305 = -550628.093617
  nChanged 13
		SP:Iteration 43Q (27944.410000 sec): 3 clusters
  Score: Raw -553497.915080 + Penalty 2866.727305 = -550631.187775
  nChanged 10
		SP:Iteration 44Q (27944.630000 sec): 3 clusters
  Score: Raw -553500.459025 + Penalty 2866.727305 = -550633.731720
  nChanged 6
		SP:Iteration 45Q (27944.870000 sec): 3 clusters
  Score: Raw -553502.117616 + Penalty 2866.727305 = -550635.390312
  nChanged 3
		SP:Iteration 46Q (27945.080000 sec): 3 clusters
  Score: Raw -553503.289480 + Penalty 2866.727305 = -550636.562175
  nChanged 6
		SP:Iteration 47Q (27945.310000 sec): 3 clusters
  Score: Raw -553504.824169 + Penalty 2866.727305 = -550638.096865
  nChanged 6
		SP:Iteration 48Q (27945.550000 sec): 3 clusters
  Score: Raw -553505.985813 + Penalty 2866.727305 = -550639.258508
  nChanged 5
		SP:Iteration 49Q (27945.750000 sec): 3 clusters
  Score: Raw -553507.328425 + Penalty 2866.727305 = -550640.601120
  nChanged 5
		SP:Iteration 50Q (27946.010000 sec): 3 clusters
  Score: Raw -553508.852394 + Penalty 2866.727305 = -550642.125090
  nChanged 5
		SP:Iteration 51Q (27946.230000 sec): 3 clusters
  Score: Raw -553510.453198 + Penalty 2866.727305 = -550643.725893
  nChanged 4
		SP:Iteration 52Q (27946.470000 sec): 3 clusters
  Score: Raw -553511.481867 + Penalty 2866.727305 = -550644.754563
  nChanged 3
		SP:Iteration 53Q (27946.670000 sec): 3 clusters
  Score: Raw -553512.244388 + Penalty 2866.727305 = -550645.517084
  nChanged 2
		SP:Iteration 54Q (27946.850000 sec): 3 clusters
  Score: Raw -553512.952231 + Penalty 2866.727305 = -550646.224926
  nChanged 3
		SP:Iteration 55Q (27946.990000 sec): 3 clusters
  Score: Raw -553514.345366 + Penalty 2866.727305 = -550647.618062
  nChanged 4
		SP:Iteration 56Q (27947.180000 sec): 3 clusters
  Score: Raw -553515.397712 + Penalty 2866.727305 = -550648.670407
  nChanged 4
		SP:Iteration 57Q (27947.340000 sec): 3 clusters
  Score: Raw -553516.510650 + Penalty 2866.727305 = -550649.783346
  nChanged 3
		SP:Iteration 58Q (27947.530000 sec): 3 clusters
  Score: Raw -553517.063149 + Penalty 2866.727305 = -550650.335845
  nChanged 3
		SP:Iteration 59Q (27947.710000 sec): 3 clusters
  Score: Raw -553517.429475 + Penalty 2866.727305 = -550650.702170
  nChanged 2
		SP:Iteration 60F (27947.890000 sec): 3 clusters
  Score: Raw -553517.856922 + Penalty 2866.727305 = -550651.129617
  nChanged 5
		SP:Iteration 61Q (27948.060000 sec): 3 clusters
  Score: Raw -553518.777359 + Penalty 2866.727305 = -550652.050055
  nChanged 0
		SP:Iteration 62F (27948.240000 sec): 3 clusters
  Score: Raw -553518.777359 + Penalty 2866.727305 = -550652.050055
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (4931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27948.390000 sec): 2 clusters
  Score: Raw -420690.857885 + Penalty 1381.785777 = -419309.072109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27948.510000 sec): 3 clusters
  Score: Raw -418177.013146 + Penalty 2763.571553 = -415413.441593
  nChanged 1970
		SP:Iteration 1F (27948.650000 sec): 3 clusters
  Score: Raw -419220.865653 + Penalty 2763.571553 = -416457.294100
  nChanged 337
		SP:Iteration 2F (27948.790000 sec): 3 clusters
  Score: Raw -419397.067207 + Penalty 2763.571553 = -416633.495654
  nChanged 271
		SP:Iteration 3F (27948.930000 sec): 3 clusters
  Score: Raw -419560.925135 + Penalty 2763.571553 = -416797.353582
  nChanged 236
		SP:Iteration 4Q (27949.070000 sec): 3 clusters
  Score: Raw -419711.509924 + Penalty 2763.571553 = -416947.938371
  nChanged 235
		SP:Iteration 5Q (27949.210000 sec): 3 clusters
  Score: Raw -419873.135984 + Penalty 2763.571553 = -417109.564431
  nChanged 210
		SP:Iteration 6Q (27949.360000 sec): 3 clusters
  Score: Raw -420003.642317 + Penalty 2763.571553 = -417240.070764
  nChanged 196
		SP:Iteration 7Q (27949.500000 sec): 3 clusters
  Score: Raw -420140.104139 + Penalty 2763.571553 = -417376.532586
  nChanged 174
		SP:Iteration 8Q (27949.640000 sec): 3 clusters
  Score: Raw -420247.685381 + Penalty 2763.571553 = -417484.113828
  nChanged 145
		SP:Iteration 9Q (27949.780000 sec): 3 clusters
  Score: Raw -420346.373179 + Penalty 2763.571553 = -417582.801626
  nChanged 134
		SP:Iteration 10Q (27949.930000 sec): 3 clusters
  Score: Raw -420437.669815 + Penalty 2763.571553 = -417674.098262
  nChanged 109
		SP:Iteration 11Q (27950.070000 sec): 3 clusters
  Score: Raw -420500.208492 + Penalty 2763.571553 = -417736.636939
  nChanged 98
		SP:Iteration 12Q (27950.210000 sec): 3 clusters
  Score: Raw -420561.189459 + Penalty 2763.571553 = -417797.617906
  nChanged 79
		SP:Iteration 13Q (27950.350000 sec): 3 clusters
  Score: Raw -420617.466809 + Penalty 2763.571553 = -417853.895256
  nChanged 89
		SP:Iteration 14Q (27950.490000 sec): 3 clusters
  Score: Raw -420667.984219 + Penalty 2763.571553 = -417904.412666
  nChanged 69
		SP:Iteration 15Q (27950.630000 sec): 3 clusters
  Score: Raw -420709.326308 + Penalty 2763.571553 = -417945.754755
  nChanged 63
		SP:Iteration 16Q (27950.780000 sec): 3 clusters
  Score: Raw -420748.391156 + Penalty 2763.571553 = -417984.819603
  nChanged 40
		SP:Iteration 17Q (27950.930000 sec): 3 clusters
  Score: Raw -420771.307183 + Penalty 2763.571553 = -418007.735630
  nChanged 35
		SP:Iteration 18Q (27951.090000 sec): 3 clusters
  Score: Raw -420790.872962 + Penalty 2763.571553 = -418027.301409
  nChanged 34
		SP:Iteration 19Q (27951.240000 sec): 3 clusters
  Score: Raw -420808.221776 + Penalty 2763.571553 = -418044.650223
  nChanged 28
		SP:Iteration 20F (27951.390000 sec): 3 clusters
  Score: Raw -420821.609448 + Penalty 2763.571553 = -418058.037895
  nChanged 29
		SP:Iteration 21Q (27951.540000 sec): 3 clusters
  Score: Raw -420837.049506 + Penalty 2763.571553 = -418073.477953
  nChanged 23
		SP:Iteration 22Q (27951.680000 sec): 3 clusters
  Score: Raw -420847.843431 + Penalty 2763.571553 = -418084.271878
  nChanged 15
		SP:Iteration 23Q (27951.820000 sec): 3 clusters
  Score: Raw -420854.622569 + Penalty 2763.571553 = -418091.051016
  nChanged 8
		SP:Iteration 24Q (27951.970000 sec): 3 clusters
  Score: Raw -420857.191614 + Penalty 2763.571553 = -418093.620061
  nChanged 8
		SP:Iteration 25Q (27952.120000 sec): 3 clusters
  Score: Raw -420861.728557 + Penalty 2763.571553 = -418098.157004
  nChanged 11
		SP:Iteration 26Q (27952.270000 sec): 3 clusters
  Score: Raw -420866.510750 + Penalty 2763.571553 = -418102.939197
  nChanged 10
		SP:Iteration 27Q (27952.430000 sec): 3 clusters
  Score: Raw -420869.246925 + Penalty 2763.571553 = -418105.675372
  nChanged 2
		SP:Iteration 28Q (27952.590000 sec): 3 clusters
  Score: Raw -420870.002656 + Penalty 2763.571553 = -418106.431103
  nChanged 3
		SP:Iteration 29Q (27952.740000 sec): 3 clusters
  Score: Raw -420871.691702 + Penalty 2763.571553 = -418108.120149
  nChanged 4
		SP:Iteration 30Q (27952.920000 sec): 3 clusters
  Score: Raw -420873.331337 + Penalty 2763.571553 = -418109.759784
  nChanged 5
		SP:Iteration 31Q (27953.110000 sec): 3 clusters
  Score: Raw -420876.311413 + Penalty 2763.571553 = -418112.739860
  nChanged 9
		SP:Iteration 32Q (27953.260000 sec): 3 clusters
  Score: Raw -420880.809596 + Penalty 2763.571553 = -418117.238043
  nChanged 10
		SP:Iteration 33Q (27953.410000 sec): 3 clusters
  Score: Raw -420887.926764 + Penalty 2763.571553 = -418124.355211
  nChanged 11
		SP:Iteration 34Q (27953.590000 sec): 3 clusters
  Score: Raw -420893.406430 + Penalty 2763.571553 = -418129.834877
  nChanged 12
		SP:Iteration 35Q (27953.760000 sec): 3 clusters
  Score: Raw -420898.851808 + Penalty 2763.571553 = -418135.280255
  nChanged 8
		SP:Iteration 36Q (27953.920000 sec): 3 clusters
  Score: Raw -420902.510704 + Penalty 2763.571553 = -418138.939151
  nChanged 8
		SP:Iteration 37Q (27954.080000 sec): 3 clusters
  Score: Raw -420905.753406 + Penalty 2763.571553 = -418142.181853
  nChanged 11
		SP:Iteration 38Q (27954.240000 sec): 3 clusters
  Score: Raw -420910.336233 + Penalty 2763.571553 = -418146.764680
  nChanged 7
		SP:Iteration 39Q (27954.390000 sec): 3 clusters
  Score: Raw -420913.059244 + Penalty 2763.571553 = -418149.487691
  nChanged 5
		SP:Iteration 40F (27954.550000 sec): 3 clusters
  Score: Raw -420915.830017 + Penalty 2763.571553 = -418152.258464
  nChanged 7
		SP:Iteration 41Q (27954.710000 sec): 3 clusters
  Score: Raw -420918.686851 + Penalty 2763.571553 = -418155.115298
  nChanged 3
		SP:Iteration 42Q (27954.860000 sec): 3 clusters
  Score: Raw -420920.947312 + Penalty 2763.571553 = -418157.375759
  nChanged 9
		SP:Iteration 43Q (27955.070000 sec): 3 clusters
  Score: Raw -420925.800399 + Penalty 2763.571553 = -418162.228846
  nChanged 7
		SP:Iteration 44Q (27955.200000 sec): 3 clusters
  Score: Raw -420929.448258 + Penalty 2763.571553 = -418165.876705
  nChanged 7
		SP:Iteration 45Q (27955.360000 sec): 3 clusters
  Score: Raw -420934.814388 + Penalty 2763.571553 = -418171.242835
  nChanged 9
		SP:Iteration 46Q (27955.510000 sec): 3 clusters
  Score: Raw -420939.154975 + Penalty 2763.571553 = -418175.583422
  nChanged 3
		SP:Iteration 47Q (27955.670000 sec): 3 clusters
  Score: Raw -420940.749483 + Penalty 2763.571553 = -418177.177930
  nChanged 3
		SP:Iteration 48Q (27955.820000 sec): 3 clusters
  Score: Raw -420941.408699 + Penalty 2763.571553 = -418177.837146
  nChanged 2
		SP:Iteration 49Q (27955.980000 sec): 3 clusters
  Score: Raw -420943.162321 + Penalty 2763.571553 = -418179.590768
  nChanged 6
		SP:Iteration 50Q (27956.140000 sec): 3 clusters
  Score: Raw -420945.218534 + Penalty 2763.571553 = -418181.646981
  nChanged 3
		SP:Iteration 51Q (27956.300000 sec): 3 clusters
  Score: Raw -420947.102384 + Penalty 2763.571553 = -418183.530831
  nChanged 3
		SP:Iteration 52Q (27956.450000 sec): 3 clusters
  Score: Raw -420947.737327 + Penalty 2763.571553 = -418184.165774
  nChanged 3
		SP:Iteration 53Q (27956.610000 sec): 3 clusters
  Score: Raw -420949.071803 + Penalty 2763.571553 = -418185.500250
  nChanged 1
		SP:Iteration 54Q (27956.810000 sec): 3 clusters
  Score: Raw -420949.478766 + Penalty 2763.571553 = -418185.907213
  nChanged 0
		SP:Iteration 55F (27957.030000 sec): 3 clusters
  Score: Raw -420949.478766 + Penalty 2763.571553 = -418185.907213
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27957.200000 sec): 2 clusters
  Score: Raw -841218.749696 + Penalty 1495.358701 = -839723.390996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27957.420000 sec): 3 clusters
  Score: Raw -835548.378082 + Penalty 2990.717401 = -832557.660681
  nChanged 4302
		SP:Iteration 1F (27957.650000 sec): 3 clusters
  Score: Raw -837810.629484 + Penalty 2990.717401 = -834819.912083
  nChanged 692
		SP:Iteration 2F (27957.870000 sec): 3 clusters
  Score: Raw -838199.382964 + Penalty 2990.717401 = -835208.665562
  nChanged 695
		SP:Iteration 3F (27958.140000 sec): 3 clusters
  Score: Raw -838653.656073 + Penalty 2990.717401 = -835662.938671
  nChanged 704
		SP:Iteration 4F (27958.310000 sec): 3 clusters
  Score: Raw -839158.286300 + Penalty 2990.717401 = -836167.568898
  nChanged 650
		SP:Iteration 5F (27958.590000 sec): 3 clusters
  Score: Raw -839622.152936 + Penalty 2990.717401 = -836631.435535
  nChanged 624
		SP:Iteration 6F (27958.770000 sec): 3 clusters
  Score: Raw -840036.381058 + Penalty 2990.717401 = -837045.663657
  nChanged 490
		SP:Iteration 7Q (27959.030000 sec): 3 clusters
  Score: Raw -840329.120859 + Penalty 2990.717401 = -837338.403458
  nChanged 384
		SP:Iteration 8Q (27959.270000 sec): 3 clusters
  Score: Raw -840547.634571 + Penalty 2990.717401 = -837556.917169
  nChanged 317
		SP:Iteration 9Q (27959.500000 sec): 3 clusters
  Score: Raw -840716.673101 + Penalty 2990.717401 = -837725.955700
  nChanged 231
		SP:Iteration 10Q (27959.730000 sec): 3 clusters
  Score: Raw -840855.807275 + Penalty 2990.717401 = -837865.089873
  nChanged 204
		SP:Iteration 11Q (27959.980000 sec): 3 clusters
  Score: Raw -840980.866348 + Penalty 2990.717401 = -837990.148947
  nChanged 169
		SP:Iteration 12Q (27960.170000 sec): 3 clusters
  Score: Raw -841088.900545 + Penalty 2990.717401 = -838098.183144
  nChanged 152
		SP:Iteration 13Q (27960.430000 sec): 3 clusters
  Score: Raw -841176.820805 + Penalty 2990.717401 = -838186.103404
  nChanged 145
		SP:Iteration 14Q (27960.630000 sec): 3 clusters
  Score: Raw -841252.383420 + Penalty 2990.717401 = -838261.666019
  nChanged 119
		SP:Iteration 15Q (27960.880000 sec): 3 clusters
  Score: Raw -841318.284869 + Penalty 2990.717401 = -838327.567468
  nChanged 109
		SP:Iteration 16Q (27961.100000 sec): 3 clusters
  Score: Raw -841379.626053 + Penalty 2990.717401 = -838388.908652
  nChanged 105
		SP:Iteration 17Q (27961.360000 sec): 3 clusters
  Score: Raw -841429.717854 + Penalty 2990.717401 = -838439.000452
  nChanged 79
		SP:Iteration 18Q (27961.630000 sec): 3 clusters
  Score: Raw -841463.982818 + Penalty 2990.717401 = -838473.265417
  nChanged 67
		SP:Iteration 19Q (27961.830000 sec): 3 clusters
  Score: Raw -841491.412443 + Penalty 2990.717401 = -838500.695042
  nChanged 58
		SP:Iteration 20F (27962.090000 sec): 3 clusters
  Score: Raw -841514.858795 + Penalty 2990.717401 = -838524.141394
  nChanged 52
		SP:Iteration 21Q (27962.290000 sec): 3 clusters
  Score: Raw -841536.064914 + Penalty 2990.717401 = -838545.347513
  nChanged 54
		SP:Iteration 22Q (27962.520000 sec): 3 clusters
  Score: Raw -841557.642775 + Penalty 2990.717401 = -838566.925373
  nChanged 48
		SP:Iteration 23Q (27962.740000 sec): 3 clusters
  Score: Raw -841573.621915 + Penalty 2990.717401 = -838582.904514
  nChanged 37
		SP:Iteration 24Q (27962.950000 sec): 3 clusters
  Score: Raw -841583.165254 + Penalty 2990.717401 = -838592.447853
  nChanged 33
		SP:Iteration 25Q (27963.280000 sec): 3 clusters
  Score: Raw -841591.729711 + Penalty 2990.717401 = -838601.012310
  nChanged 34
		SP:Iteration 26Q (27963.510000 sec): 3 clusters
  Score: Raw -841601.448012 + Penalty 2990.717401 = -838610.730611
  nChanged 40
		SP:Iteration 27Q (27963.730000 sec): 3 clusters
  Score: Raw -841611.567815 + Penalty 2990.717401 = -838620.850413
  nChanged 33
		SP:Iteration 28Q (27964.000000 sec): 3 clusters
  Score: Raw -841620.758540 + Penalty 2990.717401 = -838630.041138
  nChanged 29
		SP:Iteration 29Q (27964.190000 sec): 3 clusters
  Score: Raw -841629.662880 + Penalty 2990.717401 = -838638.945479
  nChanged 23
		SP:Iteration 30Q (27964.430000 sec): 3 clusters
  Score: Raw -841636.196031 + Penalty 2990.717401 = -838645.478630
  nChanged 17
		SP:Iteration 31Q (27964.610000 sec): 3 clusters
  Score: Raw -841642.940903 + Penalty 2990.717401 = -838652.223501
  nChanged 24
		SP:Iteration 32Q (27964.850000 sec): 3 clusters
  Score: Raw -841650.838942 + Penalty 2990.717401 = -838660.121540
  nChanged 20
		SP:Iteration 33Q (27965.050000 sec): 3 clusters
  Score: Raw -841655.343527 + Penalty 2990.717401 = -838664.626126
  nChanged 17
		SP:Iteration 34Q (27965.220000 sec): 3 clusters
  Score: Raw -841659.674636 + Penalty 2990.717401 = -838668.957235
  nChanged 15
		SP:Iteration 35Q (27965.450000 sec): 3 clusters
  Score: Raw -841663.725267 + Penalty 2990.717401 = -838673.007866
  nChanged 7
		SP:Iteration 36Q (27965.640000 sec): 3 clusters
  Score: Raw -841666.549950 + Penalty 2990.717401 = -838675.832548
  nChanged 9
		SP:Iteration 37Q (27965.890000 sec): 3 clusters
  Score: Raw -841669.265195 + Penalty 2990.717401 = -838678.547794
  nChanged 6
		SP:Iteration 38Q (27966.100000 sec): 3 clusters
  Score: Raw -841670.315279 + Penalty 2990.717401 = -838679.597877
  nChanged 4
		SP:Iteration 39Q (27966.320000 sec): 3 clusters
  Score: Raw -841670.912868 + Penalty 2990.717401 = -838680.195467
  nChanged 3
		SP:Iteration 40F (27966.520000 sec): 3 clusters
  Score: Raw -841671.299117 + Penalty 2990.717401 = -838680.581715
  nChanged 2
		SP:Iteration 41Q (27966.800000 sec): 3 clusters
  Score: Raw -841671.579042 + Penalty 2990.717401 = -838680.861641
  nChanged 2
		SP:Iteration 42Q (27967.010000 sec): 3 clusters
  Score: Raw -841671.972197 + Penalty 2990.717401 = -838681.254795
  nChanged 3
		SP:Iteration 43Q (27967.210000 sec): 3 clusters
  Score: Raw -841672.723420 + Penalty 2990.717401 = -838682.006019
  nChanged 6
		SP:Iteration 44Q (27967.420000 sec): 3 clusters
  Score: Raw -841674.219663 + Penalty 2990.717401 = -838683.502261
  nChanged 4
		SP:Iteration 45Q (27967.640000 sec): 3 clusters
  Score: Raw -841674.927105 + Penalty 2990.717401 = -838684.209704
  nChanged 2
		SP:Iteration 46Q (27967.810000 sec): 3 clusters
  Score: Raw -841675.075365 + Penalty 2990.717401 = -838684.357964
  nChanged 2
		SP:Iteration 47Q (27968.030000 sec): 3 clusters
  Score: Raw -841675.406697 + Penalty 2990.717401 = -838684.689296
  nChanged 1
		SP:Iteration 48Q (27968.290000 sec): 3 clusters
  Score: Raw -841675.546267 + Penalty 2990.717401 = -838684.828866
  nChanged 1
		SP:Iteration 49Q (27968.510000 sec): 3 clusters
  Score: Raw -841675.690510 + Penalty 2990.717401 = -838684.973109
  nChanged 0
		SP:Iteration 50F (27968.750000 sec): 3 clusters
  Score: Raw -841675.690510 + Penalty 2990.717401 = -838684.973109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27968.800000 sec): 2 clusters
  Score: Raw -199045.794783 + Penalty 1291.555198 = -197754.239584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27968.990000 sec): 3 clusters
  Score: Raw -197721.848455 + Penalty 2583.110397 = -195138.738058
  nChanged 1086
		SP:Iteration 1F (27969.170000 sec): 3 clusters
  Score: Raw -198568.413137 + Penalty 2583.110397 = -195985.302740
  nChanged 312
		SP:Iteration 2F (27969.340000 sec): 3 clusters
  Score: Raw -198917.349894 + Penalty 2583.110397 = -196334.239497
  nChanged 228
		SP:Iteration 3F (27969.500000 sec): 3 clusters
  Score: Raw -199164.354064 + Penalty 2583.110397 = -196581.243667
  nChanged 187
		SP:Iteration 4F (27969.670000 sec): 3 clusters
  Score: Raw -199342.030020 + Penalty 2583.110397 = -196758.919623
  nChanged 138
		SP:Iteration 5Q (27969.850000 sec): 3 clusters
  Score: Raw -199480.897406 + Penalty 2583.110397 = -196897.787009
  nChanged 108
		SP:Iteration 6Q (27970.000000 sec): 3 clusters
  Score: Raw -199574.848102 + Penalty 2583.110397 = -196991.737705
  nChanged 90
		SP:Iteration 7Q (27970.210000 sec): 3 clusters
  Score: Raw -199638.687889 + Penalty 2583.110397 = -197055.577492
  nChanged 72
		SP:Iteration 8Q (27970.340000 sec): 3 clusters
  Score: Raw -199691.453294 + Penalty 2583.110397 = -197108.342897
  nChanged 52
		SP:Iteration 9Q (27970.550000 sec): 3 clusters
  Score: Raw -199724.360505 + Penalty 2583.110397 = -197141.250108
  nChanged 42
		SP:Iteration 10Q (27970.700000 sec): 3 clusters
  Score: Raw -199746.305336 + Penalty 2583.110397 = -197163.194939
  nChanged 27
		SP:Iteration 11Q (27970.910000 sec): 3 clusters
  Score: Raw -199757.769856 + Penalty 2583.110397 = -197174.659459
  nChanged 19
		SP:Iteration 12Q (27971.110000 sec): 3 clusters
  Score: Raw -199763.995015 + Penalty 2583.110397 = -197180.884618
  nChanged 10
		SP:Iteration 13Q (27971.350000 sec): 3 clusters
  Score: Raw -199769.128915 + Penalty 2583.110397 = -197186.018518
  nChanged 9
		SP:Iteration 14Q (27971.500000 sec): 3 clusters
  Score: Raw -199773.198775 + Penalty 2583.110397 = -197190.088378
  nChanged 10
		SP:Iteration 15Q (27971.650000 sec): 3 clusters
  Score: Raw -199777.800501 + Penalty 2583.110397 = -197194.690104
  nChanged 12
		SP:Iteration 16Q (27971.790000 sec): 3 clusters
  Score: Raw -199781.817324 + Penalty 2583.110397 = -197198.706927
  nChanged 5
		SP:Iteration 17Q (27971.960000 sec): 3 clusters
  Score: Raw -199783.807126 + Penalty 2583.110397 = -197200.696729
  nChanged 6
		SP:Iteration 18Q (27972.210000 sec): 3 clusters
  Score: Raw -199785.247639 + Penalty 2583.110397 = -197202.137242
  nChanged 3
		SP:Iteration 19Q (27972.350000 sec): 3 clusters
  Score: Raw -199786.165772 + Penalty 2583.110397 = -197203.055375
  nChanged 3
		SP:Iteration 20F (27972.600000 sec): 3 clusters
  Score: Raw -199787.327808 + Penalty 2583.110397 = -197204.217411
  nChanged 6
		SP:Iteration 21Q (27972.790000 sec): 3 clusters
  Score: Raw -199789.412296 + Penalty 2583.110397 = -197206.301899
  nChanged 4
		SP:Iteration 22Q (27972.960000 sec): 3 clusters
  Score: Raw -199790.734480 + Penalty 2583.110397 = -197207.624083
  nChanged 2
		SP:Iteration 23Q (27973.080000 sec): 3 clusters
  Score: Raw -199791.853495 + Penalty 2583.110397 = -197208.743098
  nChanged 3
		SP:Iteration 24Q (27973.240000 sec): 3 clusters
  Score: Raw -199792.658651 + Penalty 2583.110397 = -197209.548255
  nChanged 4
		SP:Iteration 25Q (27973.420000 sec): 3 clusters
  Score: Raw -199794.184716 + Penalty 2583.110397 = -197211.074319
  nChanged 3
		SP:Iteration 26Q (27973.590000 sec): 3 clusters
  Score: Raw -199795.294794 + Penalty 2583.110397 = -197212.184397
  nChanged 2
		SP:Iteration 27Q (27973.700000 sec): 3 clusters
  Score: Raw -199796.566914 + Penalty 2583.110397 = -197213.456517
  nChanged 5
		SP:Iteration 28Q (27973.890000 sec): 3 clusters
  Score: Raw -199799.661880 + Penalty 2583.110397 = -197216.551483
  nChanged 4
		SP:Iteration 29Q (27974.050000 sec): 3 clusters
  Score: Raw -199800.969752 + Penalty 2583.110397 = -197217.859355
  nChanged 8
		SP:Iteration 30Q (27974.220000 sec): 3 clusters
  Score: Raw -199804.236778 + Penalty 2583.110397 = -197221.126381
  nChanged 5
		SP:Iteration 31Q (27974.400000 sec): 3 clusters
  Score: Raw -199805.981352 + Penalty 2583.110397 = -197222.870955
  nChanged 1
		SP:Iteration 32Q (27974.570000 sec): 3 clusters
  Score: Raw -199806.855281 + Penalty 2583.110397 = -197223.744884
  nChanged 2
		SP:Iteration 33Q (27974.790000 sec): 3 clusters
  Score: Raw -199807.481171 + Penalty 2583.110397 = -197224.370775
  nChanged 3
		SP:Iteration 34Q (27974.990000 sec): 3 clusters
  Score: Raw -199808.113777 + Penalty 2583.110397 = -197225.003380
  nChanged 1
		SP:Iteration 35Q (27975.140000 sec): 3 clusters
  Score: Raw -199808.577737 + Penalty 2583.110397 = -197225.467340
  nChanged 2
		SP:Iteration 36Q (27975.320000 sec): 3 clusters
  Score: Raw -199809.342767 + Penalty 2583.110397 = -197226.232370
  nChanged 2
		SP:Iteration 37Q (27975.550000 sec): 3 clusters
  Score: Raw -199810.635810 + Penalty 2583.110397 = -197227.525414
  nChanged 1
		SP:Iteration 38Q (27975.730000 sec): 3 clusters
  Score: Raw -199810.787085 + Penalty 2583.110397 = -197227.676688
  nChanged 0
		SP:Iteration 39F (27975.920000 sec): 3 clusters
  Score: Raw -199810.787085 + Penalty 2583.110397 = -197227.676688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27975.980000 sec): 2 clusters
  Score: Raw -292295.083817 + Penalty 1335.946640 = -290959.137177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27976.180000 sec): 3 clusters
  Score: Raw -290488.323133 + Penalty 2671.893281 = -287816.429852
  nChanged 1434
		SP:Iteration 1F (27976.320000 sec): 3 clusters
  Score: Raw -291302.681711 + Penalty 2671.893281 = -288630.788431
  nChanged 270
		SP:Iteration 2F (27976.540000 sec): 3 clusters
  Score: Raw -291459.055318 + Penalty 2671.893281 = -288787.162037
  nChanged 185
		SP:Iteration 3Q (27976.740000 sec): 3 clusters
  Score: Raw -291553.537030 + Penalty 2671.893281 = -288881.643750
  nChanged 126
		SP:Iteration 4Q (27976.890000 sec): 3 clusters
  Score: Raw -291622.087207 + Penalty 2671.893281 = -288950.193926
  nChanged 102
		SP:Iteration 5Q (27977.030000 sec): 3 clusters
  Score: Raw -291676.023889 + Penalty 2671.893281 = -289004.130608
  nChanged 99
		SP:Iteration 6Q (27977.260000 sec): 3 clusters
  Score: Raw -291727.114410 + Penalty 2671.893281 = -289055.221130
  nChanged 99
		SP:Iteration 7Q (27977.540000 sec): 3 clusters
  Score: Raw -291786.488635 + Penalty 2671.893281 = -289114.595355
  nChanged 92
		SP:Iteration 8Q (27977.650000 sec): 3 clusters
  Score: Raw -291837.309148 + Penalty 2671.893281 = -289165.415867
  nChanged 92
		SP:Iteration 9Q (27977.820000 sec): 3 clusters
  Score: Raw -291882.561266 + Penalty 2671.893281 = -289210.667985
  nChanged 79
		SP:Iteration 10Q (27978.000000 sec): 3 clusters
  Score: Raw -291926.957523 + Penalty 2671.893281 = -289255.064242
  nChanged 83
		SP:Iteration 11Q (27978.180000 sec): 3 clusters
  Score: Raw -291975.129283 + Penalty 2671.893281 = -289303.236003
  nChanged 87
		SP:Iteration 12Q (27978.350000 sec): 3 clusters
  Score: Raw -292027.910506 + Penalty 2671.893281 = -289356.017225
  nChanged 85
		SP:Iteration 13Q (27978.540000 sec): 3 clusters
  Score: Raw -292078.176329 + Penalty 2671.893281 = -289406.283048
  nChanged 66
		SP:Iteration 14Q (27978.740000 sec): 3 clusters
  Score: Raw -292118.826762 + Penalty 2671.893281 = -289446.933481
  nChanged 59
		SP:Iteration 15Q (27978.860000 sec): 3 clusters
  Score: Raw -292149.528355 + Penalty 2671.893281 = -289477.635074
  nChanged 50
		SP:Iteration 16Q (27979.040000 sec): 3 clusters
  Score: Raw -292176.359996 + Penalty 2671.893281 = -289504.466715
  nChanged 52
		SP:Iteration 17Q (27979.180000 sec): 3 clusters
  Score: Raw -292203.812194 + Penalty 2671.893281 = -289531.918913
  nChanged 45
		SP:Iteration 18Q (27979.360000 sec): 3 clusters
  Score: Raw -292223.622307 + Penalty 2671.893281 = -289551.729027
  nChanged 34
		SP:Iteration 19Q (27979.490000 sec): 3 clusters
  Score: Raw -292238.142713 + Penalty 2671.893281 = -289566.249432
  nChanged 26
		SP:Iteration 20F (27979.630000 sec): 3 clusters
  Score: Raw -292250.549695 + Penalty 2671.893281 = -289578.656415
  nChanged 16
		SP:Iteration 21Q (27979.810000 sec): 3 clusters
  Score: Raw -292257.342662 + Penalty 2671.893281 = -289585.449382
  nChanged 15
		SP:Iteration 22Q (27979.940000 sec): 3 clusters
  Score: Raw -292263.524822 + Penalty 2671.893281 = -289591.631541
  nChanged 16
		SP:Iteration 23Q (27980.080000 sec): 3 clusters
  Score: Raw -292268.838022 + Penalty 2671.893281 = -289596.944742
  nChanged 11
		SP:Iteration 24Q (27980.210000 sec): 3 clusters
  Score: Raw -292274.064705 + Penalty 2671.893281 = -289602.171425
  nChanged 15
		SP:Iteration 25Q (27980.340000 sec): 3 clusters
  Score: Raw -292279.803781 + Penalty 2671.893281 = -289607.910501
  nChanged 8
		SP:Iteration 26Q (27980.470000 sec): 3 clusters
  Score: Raw -292282.086196 + Penalty 2671.893281 = -289610.192916
  nChanged 10
		SP:Iteration 27Q (27980.600000 sec): 3 clusters
  Score: Raw -292285.618162 + Penalty 2671.893281 = -289613.724882
  nChanged 13
		SP:Iteration 28Q (27980.770000 sec): 3 clusters
  Score: Raw -292291.583082 + Penalty 2671.893281 = -289619.689802
  nChanged 6
		SP:Iteration 29Q (27980.910000 sec): 3 clusters
  Score: Raw -292295.388217 + Penalty 2671.893281 = -289623.494936
  nChanged 10
		SP:Iteration 30Q (27981.100000 sec): 3 clusters
  Score: Raw -292298.087179 + Penalty 2671.893281 = -289626.193899
  nChanged 13
		SP:Iteration 31Q (27981.280000 sec): 3 clusters
  Score: Raw -292302.521723 + Penalty 2671.893281 = -289630.628443
  nChanged 11
		SP:Iteration 32Q (27981.450000 sec): 3 clusters
  Score: Raw -292308.428166 + Penalty 2671.893281 = -289636.534885
  nChanged 8
		SP:Iteration 33Q (27981.730000 sec): 3 clusters
  Score: Raw -292313.170888 + Penalty 2671.893281 = -289641.277607
  nChanged 6
		SP:Iteration 34Q (27981.940000 sec): 3 clusters
  Score: Raw -292316.384851 + Penalty 2671.893281 = -289644.491570
  nChanged 4
		SP:Iteration 35Q (27982.140000 sec): 3 clusters
  Score: Raw -292317.557725 + Penalty 2671.893281 = -289645.664444
  nChanged 5
		SP:Iteration 36Q (27982.340000 sec): 3 clusters
  Score: Raw -292320.577008 + Penalty 2671.893281 = -289648.683728
  nChanged 10
		SP:Iteration 37Q (27982.520000 sec): 3 clusters
  Score: Raw -292325.671245 + Penalty 2671.893281 = -289653.777964
  nChanged 9
		SP:Iteration 38Q (27982.720000 sec): 3 clusters
  Score: Raw -292329.772667 + Penalty 2671.893281 = -289657.879387
  nChanged 11
		SP:Iteration 39Q (27982.910000 sec): 3 clusters
  Score: Raw -292336.243462 + Penalty 2671.893281 = -289664.350182
  nChanged 6
		SP:Iteration 40F (27983.080000 sec): 3 clusters
  Score: Raw -292337.928950 + Penalty 2671.893281 = -289666.035669
  nChanged 6
		SP:Iteration 41Q (27983.260000 sec): 3 clusters
  Score: Raw -292341.057855 + Penalty 2671.893281 = -289669.164575
  nChanged 13
		SP:Iteration 42Q (27983.430000 sec): 3 clusters
  Score: Raw -292346.660088 + Penalty 2671.893281 = -289674.766808
  nChanged 10
		SP:Iteration 43Q (27983.600000 sec): 3 clusters
  Score: Raw -292352.020232 + Penalty 2671.893281 = -289680.126951
  nChanged 9
		SP:Iteration 44Q (27983.770000 sec): 3 clusters
  Score: Raw -292355.172696 + Penalty 2671.893281 = -289683.279415
  nChanged 4
		SP:Iteration 45Q (27983.950000 sec): 3 clusters
  Score: Raw -292356.477883 + Penalty 2671.893281 = -289684.584602
  nChanged 2
		SP:Iteration 46Q (27984.110000 sec): 3 clusters
  Score: Raw -292357.038493 + Penalty 2671.893281 = -289685.145212
  nChanged 1
		SP:Iteration 47Q (27984.270000 sec): 3 clusters
  Score: Raw -292357.277493 + Penalty 2671.893281 = -289685.384213
  nChanged 1
		SP:Iteration 48Q (27984.430000 sec): 3 clusters
  Score: Raw -292358.435050 + Penalty 2671.893281 = -289686.541770
  nChanged 5
		SP:Iteration 49Q (27984.600000 sec): 3 clusters
  Score: Raw -292360.081613 + Penalty 2671.893281 = -289688.188333
  nChanged 2
		SP:Iteration 50Q (27984.770000 sec): 3 clusters
  Score: Raw -292361.123865 + Penalty 2671.893281 = -289689.230584
  nChanged 4
		SP:Iteration 51Q (27984.940000 sec): 3 clusters
  Score: Raw -292362.979231 + Penalty 2671.893281 = -289691.085950
  nChanged 5
		SP:Iteration 52Q (27985.110000 sec): 3 clusters
  Score: Raw -292363.916993 + Penalty 2671.893281 = -289692.023712
  nChanged 4
		SP:Iteration 53Q (27985.310000 sec): 3 clusters
  Score: Raw -292365.418840 + Penalty 2671.893281 = -289693.525559
  nChanged 2
		SP:Iteration 54Q (27985.470000 sec): 3 clusters
  Score: Raw -292366.684602 + Penalty 2671.893281 = -289694.791322
  nChanged 4
		SP:Iteration 55Q (27985.640000 sec): 3 clusters
  Score: Raw -292368.749022 + Penalty 2671.893281 = -289696.855742
  nChanged 3
		SP:Iteration 56Q (27985.770000 sec): 3 clusters
  Score: Raw -292370.561612 + Penalty 2671.893281 = -289698.668332
  nChanged 6
		SP:Iteration 57Q (27985.910000 sec): 3 clusters
  Score: Raw -292372.823388 + Penalty 2671.893281 = -289700.930107
  nChanged 8
		SP:Iteration 58Q (27986.050000 sec): 3 clusters
  Score: Raw -292375.801626 + Penalty 2671.893281 = -289703.908346
  nChanged 5
		SP:Iteration 59Q (27986.200000 sec): 3 clusters
  Score: Raw -292378.869947 + Penalty 2671.893281 = -289706.976666
  nChanged 8
		SP:Iteration 60F (27986.340000 sec): 3 clusters
  Score: Raw -292381.431214 + Penalty 2671.893281 = -289709.537933
  nChanged 9
		SP:Iteration 61Q (27986.490000 sec): 3 clusters
  Score: Raw -292386.172386 + Penalty 2671.893281 = -289714.279105
  nChanged 10
		SP:Iteration 62Q (27986.630000 sec): 3 clusters
  Score: Raw -292390.852486 + Penalty 2671.893281 = -289718.959205
  nChanged 13
		SP:Iteration 63Q (27986.770000 sec): 3 clusters
  Score: Raw -292396.041049 + Penalty 2671.893281 = -289724.147768
  nChanged 10
		SP:Iteration 64Q (27986.920000 sec): 3 clusters
  Score: Raw -292401.156127 + Penalty 2671.893281 = -289729.262846
  nChanged 9
		SP:Iteration 65Q (27987.060000 sec): 3 clusters
  Score: Raw -292405.459158 + Penalty 2671.893281 = -289733.565878
  nChanged 7
		SP:Iteration 66Q (27987.210000 sec): 3 clusters
  Score: Raw -292409.237913 + Penalty 2671.893281 = -289737.344633
  nChanged 7
		SP:Iteration 67Q (27987.350000 sec): 3 clusters
  Score: Raw -292414.012460 + Penalty 2671.893281 = -289742.119179
  nChanged 4
		SP:Iteration 68Q (27987.490000 sec): 3 clusters
  Score: Raw -292415.580500 + Penalty 2671.893281 = -289743.687220
  nChanged 4
		SP:Iteration 69Q (27987.640000 sec): 3 clusters
  Score: Raw -292416.839159 + Penalty 2671.893281 = -289744.945878
  nChanged 0
		SP:Iteration 70F (27987.780000 sec): 3 clusters
  Score: Raw -292416.839159 + Penalty 2671.893281 = -289744.945878
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27987.850000 sec): 2 clusters
  Score: Raw -58090.832784 + Penalty 1077.914245 = -57012.918538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27987.980000 sec): 3 clusters
  Score: Raw -57911.240141 + Penalty 2155.828491 = -55755.411651
  nChanged 192
		SP:Iteration 1F (27988.110000 sec): 3 clusters
  Score: Raw -58125.773259 + Penalty 2155.828491 = -55969.944768
  nChanged 47
		SP:Iteration 2F (27988.240000 sec): 3 clusters
  Score: Raw -58182.266349 + Penalty 2155.828491 = -56026.437858
  nChanged 20
		SP:Iteration 3Q (27988.370000 sec): 3 clusters
  Score: Raw -58201.512561 + Penalty 2155.828491 = -56045.684070
  nChanged 7
		SP:Iteration 4Q (27988.490000 sec): 3 clusters
  Score: Raw -58205.853306 + Penalty 2155.828491 = -56050.024815
  nChanged 4
		SP:Iteration 5Q (27988.620000 sec): 3 clusters
  Score: Raw -58213.534709 + Penalty 2155.828491 = -56057.706219
  nChanged 2
		SP:Iteration 6Q (27988.750000 sec): 3 clusters
  Score: Raw -58215.826150 + Penalty 2155.828491 = -56059.997659
  nChanged 2
		SP:Iteration 7Q (27988.890000 sec): 3 clusters
  Score: Raw -58217.217503 + Penalty 2155.828491 = -56061.389012
  nChanged 0
		SP:Iteration 8F (27989.030000 sec): 3 clusters
  Score: Raw -58217.217503 + Penalty 2155.828491 = -56061.389012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27989.140000 sec): 2 clusters
  Score: Raw -217088.353858 + Penalty 1285.112913 = -215803.240944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27989.300000 sec): 3 clusters
  Score: Raw -215892.437637 + Penalty 2570.225827 = -213322.211810
  nChanged 991
		SP:Iteration 1F (27989.460000 sec): 3 clusters
  Score: Raw -216575.454784 + Penalty 2570.225827 = -214005.228957
  nChanged 265
		SP:Iteration 2F (27989.650000 sec): 3 clusters
  Score: Raw -216888.811784 + Penalty 2570.225827 = -214318.585957
  nChanged 230
		SP:Iteration 3F (27989.790000 sec): 3 clusters
  Score: Raw -217244.762265 + Penalty 2570.225827 = -214674.536438
  nChanged 229
		SP:Iteration 4F (27989.940000 sec): 3 clusters
  Score: Raw -217719.668503 + Penalty 2570.225827 = -215149.442676
  nChanged 223
		SP:Iteration 5F (27990.080000 sec): 3 clusters
  Score: Raw -218284.338243 + Penalty 2570.225827 = -215714.112416
  nChanged 216
		SP:Iteration 6F (27990.240000 sec): 3 clusters
  Score: Raw -218716.039379 + Penalty 2570.225827 = -216145.813553
  nChanged 134
		SP:Iteration 7Q (27990.370000 sec): 3 clusters
  Score: Raw -218911.652642 + Penalty 2570.225827 = -216341.426815
  nChanged 71
		SP:Iteration 8Q (27990.530000 sec): 3 clusters
  Score: Raw -218978.254471 + Penalty 2570.225827 = -216408.028644
  nChanged 32
		SP:Iteration 9Q (27990.690000 sec): 3 clusters
  Score: Raw -219006.208521 + Penalty 2570.225827 = -216435.982694
  nChanged 21
		SP:Iteration 10Q (27990.850000 sec): 3 clusters
  Score: Raw -219022.827452 + Penalty 2570.225827 = -216452.601625
  nChanged 22
		SP:Iteration 11Q (27991.010000 sec): 3 clusters
  Score: Raw -219039.226345 + Penalty 2570.225827 = -216469.000518
  nChanged 14
		SP:Iteration 12Q (27991.170000 sec): 3 clusters
  Score: Raw -219048.223845 + Penalty 2570.225827 = -216477.998018
  nChanged 7
		SP:Iteration 13Q (27991.330000 sec): 3 clusters
  Score: Raw -219052.321607 + Penalty 2570.225827 = -216482.095781
  nChanged 5
		SP:Iteration 14Q (27991.490000 sec): 3 clusters
  Score: Raw -219055.466470 + Penalty 2570.225827 = -216485.240643
  nChanged 9
		SP:Iteration 15Q (27991.650000 sec): 3 clusters
  Score: Raw -219059.502473 + Penalty 2570.225827 = -216489.276646
  nChanged 4
		SP:Iteration 16Q (27991.810000 sec): 3 clusters
  Score: Raw -219060.982771 + Penalty 2570.225827 = -216490.756945
  nChanged 3
		SP:Iteration 17Q (27991.970000 sec): 3 clusters
  Score: Raw -219062.096670 + Penalty 2570.225827 = -216491.870843
  nChanged 1
		SP:Iteration 18Q (27992.130000 sec): 3 clusters
  Score: Raw -219062.383151 + Penalty 2570.225827 = -216492.157325
  nChanged 0
		SP:Iteration 19F (27992.290000 sec): 3 clusters
  Score: Raw -219062.383151 + Penalty 2570.225827 = -216492.157325
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27992.350000 sec): 2 clusters
  Score: Raw -106691.885244 + Penalty 1179.033582 = -105512.851662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27992.510000 sec): 3 clusters
  Score: Raw -106110.165068 + Penalty 2358.067164 = -103752.097903
  nChanged 484
		SP:Iteration 1F (27992.670000 sec): 3 clusters
  Score: Raw -106502.094520 + Penalty 2358.067164 = -104144.027356
  nChanged 122
		SP:Iteration 2F (27992.830000 sec): 3 clusters
  Score: Raw -106619.046997 + Penalty 2358.067164 = -104260.979832
  nChanged 80
		SP:Iteration 3F (27992.990000 sec): 3 clusters
  Score: Raw -106706.131893 + Penalty 2358.067164 = -104348.064728
  nChanged 61
		SP:Iteration 4Q (27993.150000 sec): 3 clusters
  Score: Raw -106770.315780 + Penalty 2358.067164 = -104412.248616
  nChanged 39
		SP:Iteration 5Q (27993.310000 sec): 3 clusters
  Score: Raw -106805.532150 + Penalty 2358.067164 = -104447.464985
  nChanged 35
		SP:Iteration 6Q (27993.470000 sec): 3 clusters
  Score: Raw -106831.798908 + Penalty 2358.067164 = -104473.731744
  nChanged 19
		SP:Iteration 7Q (27993.630000 sec): 3 clusters
  Score: Raw -106845.856532 + Penalty 2358.067164 = -104487.789368
  nChanged 14
		SP:Iteration 8Q (27993.790000 sec): 3 clusters
  Score: Raw -106856.246428 + Penalty 2358.067164 = -104498.179263
  nChanged 10
		SP:Iteration 9Q (27993.950000 sec): 3 clusters
  Score: Raw -106864.321388 + Penalty 2358.067164 = -104506.254224
  nChanged 11
		SP:Iteration 10Q (27994.110000 sec): 3 clusters
  Score: Raw -106871.977335 + Penalty 2358.067164 = -104513.910171
  nChanged 10
		SP:Iteration 11Q (27994.270000 sec): 3 clusters
  Score: Raw -106878.224119 + Penalty 2358.067164 = -104520.156955
  nChanged 6
		SP:Iteration 12Q (27994.430000 sec): 3 clusters
  Score: Raw -106882.277140 + Penalty 2358.067164 = -104524.209976
  nChanged 4
		SP:Iteration 13Q (27994.650000 sec): 3 clusters
  Score: Raw -106885.331540 + Penalty 2358.067164 = -104527.264376
  nChanged 2
		SP:Iteration 14Q (27994.870000 sec): 3 clusters
  Score: Raw -106887.996558 + Penalty 2358.067164 = -104529.929394
  nChanged 1
		SP:Iteration 15Q (27995.050000 sec): 3 clusters
  Score: Raw -106888.207370 + Penalty 2358.067164 = -104530.140206
  nChanged 0
		SP:Iteration 16F (27995.230000 sec): 3 clusters
  Score: Raw -106888.207370 + Penalty 2358.067164 = -104530.140206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27995.290000 sec): 2 clusters
  Score: Raw -103995.942769 + Penalty 1165.394234 = -102830.548535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27995.440000 sec): 3 clusters
  Score: Raw -103510.062926 + Penalty 2330.788467 = -101179.274459
  nChanged 436
		SP:Iteration 1F (27995.610000 sec): 3 clusters
  Score: Raw -103926.486035 + Penalty 2330.788467 = -101595.697567
  nChanged 118
		SP:Iteration 2F (27995.760000 sec): 3 clusters
  Score: Raw -104055.156905 + Penalty 2330.788467 = -101724.368438
  nChanged 73
		SP:Iteration 3F (27995.890000 sec): 3 clusters
  Score: Raw -104139.100800 + Penalty 2330.788467 = -101808.312333
  nChanged 41
		SP:Iteration 4Q (27996.090000 sec): 3 clusters
  Score: Raw -104181.973215 + Penalty 2330.788467 = -101851.184748
  nChanged 27
		SP:Iteration 5Q (27996.350000 sec): 3 clusters
  Score: Raw -104204.202048 + Penalty 2330.788467 = -101873.413580
  nChanged 13
		SP:Iteration 6Q (27996.550000 sec): 3 clusters
  Score: Raw -104217.048322 + Penalty 2330.788467 = -101886.259854
  nChanged 19
		SP:Iteration 7Q (27996.730000 sec): 3 clusters
  Score: Raw -104236.148005 + Penalty 2330.788467 = -101905.359538
  nChanged 18
		SP:Iteration 8Q (27996.900000 sec): 3 clusters
  Score: Raw -104252.055187 + Penalty 2330.788467 = -101921.266720
  nChanged 18
		SP:Iteration 9Q (27997.070000 sec): 3 clusters
  Score: Raw -104266.748417 + Penalty 2330.788467 = -101935.959950
  nChanged 12
		SP:Iteration 10Q (27997.260000 sec): 3 clusters
  Score: Raw -104280.102450 + Penalty 2330.788467 = -101949.313983
  nChanged 12
		SP:Iteration 11Q (27997.410000 sec): 3 clusters
  Score: Raw -104290.755653 + Penalty 2330.788467 = -101959.967185
  nChanged 6
		SP:Iteration 12Q (27997.580000 sec): 3 clusters
  Score: Raw -104294.738607 + Penalty 2330.788467 = -101963.950139
  nChanged 2
		SP:Iteration 13Q (27997.780000 sec): 3 clusters
  Score: Raw -104295.909813 + Penalty 2330.788467 = -101965.121345
  nChanged 1
		SP:Iteration 14Q (27997.940000 sec): 3 clusters
  Score: Raw -104296.749465 + Penalty 2330.788467 = -101965.960998
  nChanged 2
		SP:Iteration 15Q (27998.050000 sec): 3 clusters
  Score: Raw -104298.694391 + Penalty 2330.788467 = -101967.905923
  nChanged 2
		SP:Iteration 16Q (27998.210000 sec): 3 clusters
  Score: Raw -104302.377639 + Penalty 2330.788467 = -101971.589171
  nChanged 5
		SP:Iteration 17Q (27998.370000 sec): 3 clusters
  Score: Raw -104306.169497 + Penalty 2330.788467 = -101975.381029
  nChanged 3
		SP:Iteration 18Q (27998.540000 sec): 3 clusters
  Score: Raw -104309.325601 + Penalty 2330.788467 = -101978.537133
  nChanged 4
		SP:Iteration 19Q (27998.720000 sec): 3 clusters
  Score: Raw -104315.142705 + Penalty 2330.788467 = -101984.354237
  nChanged 3
		SP:Iteration 20F (27998.890000 sec): 3 clusters
  Score: Raw -104320.511895 + Penalty 2330.788467 = -101989.723427
  nChanged 4
		SP:Iteration 21Q (27999.050000 sec): 3 clusters
  Score: Raw -104325.616755 + Penalty 2330.788467 = -101994.828288
  nChanged 2
		SP:Iteration 22Q (27999.170000 sec): 3 clusters
  Score: Raw -104328.262172 + Penalty 2330.788467 = -101997.473705
  nChanged 1
		SP:Iteration 23Q (27999.350000 sec): 3 clusters
  Score: Raw -104329.596146 + Penalty 2330.788467 = -101998.807679
  nChanged 0
		SP:Iteration 24F (27999.510000 sec): 3 clusters
  Score: Raw -104329.596146 + Penalty 2330.788467 = -101998.807679
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27999.600000 sec): 2 clusters
  Score: Raw -105674.275907 + Penalty 1191.722414 = -104482.553493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27999.790000 sec): 3 clusters
  Score: Raw -105084.925138 + Penalty 2383.444829 = -102701.480309
  nChanged 521
		SP:Iteration 1F (27999.950000 sec): 3 clusters
  Score: Raw -105569.737567 + Penalty 2383.444829 = -103186.292738
  nChanged 130
		SP:Iteration 2F (28000.110000 sec): 3 clusters
  Score: Raw -105688.565506 + Penalty 2383.444829 = -103305.120678
  nChanged 77
		SP:Iteration 3F (28000.290000 sec): 3 clusters
  Score: Raw -105806.186179 + Penalty 2383.444829 = -103422.741350
  nChanged 83
		SP:Iteration 4F (28000.450000 sec): 3 clusters
  Score: Raw -105948.831718 + Penalty 2383.444829 = -103565.386890
  nChanged 74
		SP:Iteration 5Q (28000.650000 sec): 3 clusters
  Score: Raw -106064.828307 + Penalty 2383.444829 = -103681.383478
  nChanged 78
		SP:Iteration 6F (28000.860000 sec): 3 clusters
  Score: Raw -106158.613009 + Penalty 2383.444829 = -103775.168180
  nChanged 62
		SP:Iteration 7Q (28001.030000 sec): 3 clusters
  Score: Raw -106223.286211 + Penalty 2383.444829 = -103839.841382
  nChanged 45
		SP:Iteration 8Q (28001.180000 sec): 3 clusters
  Score: Raw -106263.455270 + Penalty 2383.444829 = -103880.010441
  nChanged 33
		SP:Iteration 9Q (28001.320000 sec): 3 clusters
  Score: Raw -106293.918762 + Penalty 2383.444829 = -103910.473933
  nChanged 29
		SP:Iteration 10Q (28001.510000 sec): 3 clusters
  Score: Raw -106316.644959 + Penalty 2383.444829 = -103933.200130
  nChanged 19
		SP:Iteration 11Q (28001.680000 sec): 3 clusters
  Score: Raw -106331.831745 + Penalty 2383.444829 = -103948.386916
  nChanged 16
		SP:Iteration 12Q (28001.840000 sec): 3 clusters
  Score: Raw -106344.593766 + Penalty 2383.444829 = -103961.148937
  nChanged 8
		SP:Iteration 13Q (28002.060000 sec): 3 clusters
  Score: Raw -106349.799429 + Penalty 2383.444829 = -103966.354600
  nChanged 7
		SP:Iteration 14Q (28002.210000 sec): 3 clusters
  Score: Raw -106353.280433 + Penalty 2383.444829 = -103969.835604
  nChanged 7
		SP:Iteration 15Q (28002.410000 sec): 3 clusters
  Score: Raw -106356.645238 + Penalty 2383.444829 = -103973.200409
  nChanged 2
		SP:Iteration 16Q (28002.660000 sec): 3 clusters
  Score: Raw -106357.247801 + Penalty 2383.444829 = -103973.802973
  nChanged 0
		SP:Iteration 17F (28002.840000 sec): 3 clusters
  Score: Raw -106357.247801 + Penalty 2383.444829 = -103973.802973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28002.990000 sec): 2 clusters
  Score: Raw -196769.908916 + Penalty 1268.984502 = -195500.924414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28003.200000 sec): 3 clusters
  Score: Raw -195644.323021 + Penalty 2537.969004 = -193106.354017
  nChanged 919
		SP:Iteration 1F (28003.400000 sec): 3 clusters
  Score: Raw -196230.097137 + Penalty 2537.969004 = -193692.128132
  nChanged 187
		SP:Iteration 2F (28003.590000 sec): 3 clusters
  Score: Raw -196360.801096 + Penalty 2537.969004 = -193822.832092
  nChanged 128
		SP:Iteration 3F (28003.790000 sec): 3 clusters
  Score: Raw -196440.030432 + Penalty 2537.969004 = -193902.061427
  nChanged 85
		SP:Iteration 4Q (28003.940000 sec): 3 clusters
  Score: Raw -196492.011632 + Penalty 2537.969004 = -193954.042627
  nChanged 60
		SP:Iteration 5Q (28004.160000 sec): 3 clusters
  Score: Raw -196524.846348 + Penalty 2537.969004 = -193986.877344
  nChanged 46
		SP:Iteration 6Q (28004.370000 sec): 3 clusters
  Score: Raw -196545.326150 + Penalty 2537.969004 = -194007.357145
  nChanged 42
		SP:Iteration 7Q (28004.510000 sec): 3 clusters
  Score: Raw -196566.513397 + Penalty 2537.969004 = -194028.544392
  nChanged 39
		SP:Iteration 8Q (28004.710000 sec): 3 clusters
  Score: Raw -196586.127307 + Penalty 2537.969004 = -194048.158303
  nChanged 48
		SP:Iteration 9Q (28004.900000 sec): 3 clusters
  Score: Raw -196612.604513 + Penalty 2537.969004 = -194074.635508
  nChanged 47
		SP:Iteration 10Q (28005.060000 sec): 3 clusters
  Score: Raw -196638.999331 + Penalty 2537.969004 = -194101.030326
  nChanged 36
		SP:Iteration 11Q (28005.230000 sec): 3 clusters
  Score: Raw -196658.313998 + Penalty 2537.969004 = -194120.344994
  nChanged 36
		SP:Iteration 12Q (28005.400000 sec): 3 clusters
  Score: Raw -196679.141810 + Penalty 2537.969004 = -194141.172805
  nChanged 46
		SP:Iteration 13Q (28005.550000 sec): 3 clusters
  Score: Raw -196701.342060 + Penalty 2537.969004 = -194163.373056
  nChanged 35
		SP:Iteration 14Q (28005.760000 sec): 3 clusters
  Score: Raw -196720.296233 + Penalty 2537.969004 = -194182.327228
  nChanged 28
		SP:Iteration 15Q (28005.900000 sec): 3 clusters
  Score: Raw -196735.623433 + Penalty 2537.969004 = -194197.654429
  nChanged 32
		SP:Iteration 16Q (28006.070000 sec): 3 clusters
  Score: Raw -196751.014864 + Penalty 2537.969004 = -194213.045860
  nChanged 37
		SP:Iteration 17Q (28006.220000 sec): 3 clusters
  Score: Raw -196775.201860 + Penalty 2537.969004 = -194237.232856
  nChanged 45
		SP:Iteration 18Q (28006.340000 sec): 3 clusters
  Score: Raw -196798.986375 + Penalty 2537.969004 = -194261.017370
  nChanged 35
		SP:Iteration 19Q (28006.510000 sec): 3 clusters
  Score: Raw -196814.499265 + Penalty 2537.969004 = -194276.530260
  nChanged 32
		SP:Iteration 20F (28006.720000 sec): 3 clusters
  Score: Raw -196829.886577 + Penalty 2537.969004 = -194291.917573
  nChanged 32
		SP:Iteration 21Q (28006.900000 sec): 3 clusters
  Score: Raw -196846.170299 + Penalty 2537.969004 = -194308.201295
  nChanged 26
		SP:Iteration 22Q (28007.030000 sec): 3 clusters
  Score: Raw -196858.360659 + Penalty 2537.969004 = -194320.391654
  nChanged 26
		SP:Iteration 23Q (28007.220000 sec): 3 clusters
  Score: Raw -196875.222232 + Penalty 2537.969004 = -194337.253227
  nChanged 33
		SP:Iteration 24Q (28007.420000 sec): 3 clusters
  Score: Raw -196893.937365 + Penalty 2537.969004 = -194355.968361
  nChanged 17
		SP:Iteration 25Q (28007.600000 sec): 3 clusters
  Score: Raw -196902.181026 + Penalty 2537.969004 = -194364.212022
  nChanged 10
		SP:Iteration 26Q (28007.740000 sec): 3 clusters
  Score: Raw -196905.988621 + Penalty 2537.969004 = -194368.019617
  nChanged 9
		SP:Iteration 27Q (28007.920000 sec): 3 clusters
  Score: Raw -196909.568163 + Penalty 2537.969004 = -194371.599159
  nChanged 4
		SP:Iteration 28Q (28008.060000 sec): 3 clusters
  Score: Raw -196912.294393 + Penalty 2537.969004 = -194374.325388
  nChanged 10
		SP:Iteration 29Q (28008.200000 sec): 3 clusters
  Score: Raw -196919.341967 + Penalty 2537.969004 = -194381.372962
  nChanged 11
		SP:Iteration 30Q (28008.350000 sec): 3 clusters
  Score: Raw -196923.573981 + Penalty 2537.969004 = -194385.604977
  nChanged 10
		SP:Iteration 31Q (28008.500000 sec): 3 clusters
  Score: Raw -196927.485629 + Penalty 2537.969004 = -194389.516624
  nChanged 6
		SP:Iteration 32Q (28008.640000 sec): 3 clusters
  Score: Raw -196931.321991 + Penalty 2537.969004 = -194393.352987
  nChanged 10
		SP:Iteration 33Q (28008.780000 sec): 3 clusters
  Score: Raw -196936.134052 + Penalty 2537.969004 = -194398.165048
  nChanged 10
		SP:Iteration 34Q (28008.920000 sec): 3 clusters
  Score: Raw -196941.794911 + Penalty 2537.969004 = -194403.825907
  nChanged 7
		SP:Iteration 35Q (28009.060000 sec): 3 clusters
  Score: Raw -196946.322853 + Penalty 2537.969004 = -194408.353848
  nChanged 9
		SP:Iteration 36Q (28009.150000 sec): 3 clusters
  Score: Raw -196950.350193 + Penalty 2537.969004 = -194412.381188
  nChanged 9
		SP:Iteration 37Q (28009.330000 sec): 3 clusters
  Score: Raw -196954.670142 + Penalty 2537.969004 = -194416.701138
  nChanged 12
		SP:Iteration 38Q (28009.500000 sec): 3 clusters
  Score: Raw -196962.275214 + Penalty 2537.969004 = -194424.306210
  nChanged 15
		SP:Iteration 39Q (28009.620000 sec): 3 clusters
  Score: Raw -196972.699506 + Penalty 2537.969004 = -194434.730501
  nChanged 12
		SP:Iteration 40F (28009.790000 sec): 3 clusters
  Score: Raw -196978.863280 + Penalty 2537.969004 = -194440.894275
  nChanged 16
		SP:Iteration 41Q (28009.930000 sec): 3 clusters
  Score: Raw -196988.401057 + Penalty 2537.969004 = -194450.432052
  nChanged 7
		SP:Iteration 42Q (28010.110000 sec): 3 clusters
  Score: Raw -196992.288591 + Penalty 2537.969004 = -194454.319586
  nChanged 6
		SP:Iteration 43Q (28010.270000 sec): 3 clusters
  Score: Raw -196997.467483 + Penalty 2537.969004 = -194459.498479
  nChanged 4
		SP:Iteration 44Q (28010.400000 sec): 3 clusters
  Score: Raw -197000.132953 + Penalty 2537.969004 = -194462.163949
  nChanged 7
		SP:Iteration 45Q (28010.540000 sec): 3 clusters
  Score: Raw -197003.604112 + Penalty 2537.969004 = -194465.635108
  nChanged 6
		SP:Iteration 46Q (28010.670000 sec): 3 clusters
  Score: Raw -197007.563184 + Penalty 2537.969004 = -194469.594180
  nChanged 7
		SP:Iteration 47Q (28010.810000 sec): 3 clusters
  Score: Raw -197011.437147 + Penalty 2537.969004 = -194473.468142
  nChanged 3
		SP:Iteration 48Q (28010.950000 sec): 3 clusters
  Score: Raw -197012.510053 + Penalty 2537.969004 = -194474.541049
  nChanged 0
		SP:Iteration 49F (28011.080000 sec): 3 clusters
  Score: Raw -197012.510053 + Penalty 2537.969004 = -194474.541049
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28011.210000 sec): 2 clusters
  Score: Raw -389252.755836 + Penalty 1383.653425 = -387869.102411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28011.390000 sec): 3 clusters
  Score: Raw -386690.353558 + Penalty 2767.306850 = -383923.046708
  nChanged 2048
		SP:Iteration 1F (28011.600000 sec): 3 clusters
  Score: Raw -388076.979374 + Penalty 2767.306850 = -385309.672524
  nChanged 424
		SP:Iteration 2F (28011.820000 sec): 3 clusters
  Score: Raw -388457.492364 + Penalty 2767.306850 = -385690.185514
  nChanged 381
		SP:Iteration 3F (28011.960000 sec): 3 clusters
  Score: Raw -388813.586659 + Penalty 2767.306850 = -386046.279809
  nChanged 343
		SP:Iteration 4F (28012.190000 sec): 3 clusters
  Score: Raw -389159.886303 + Penalty 2767.306850 = -386392.579453
  nChanged 320
		SP:Iteration 5F (28012.410000 sec): 3 clusters
  Score: Raw -389505.547337 + Penalty 2767.306850 = -386738.240487
  nChanged 300
		SP:Iteration 6F (28012.640000 sec): 3 clusters
  Score: Raw -389869.586573 + Penalty 2767.306850 = -387102.279723
  nChanged 257
		SP:Iteration 7F (28012.900000 sec): 3 clusters
  Score: Raw -390167.625003 + Penalty 2767.306850 = -387400.318154
  nChanged 207
		SP:Iteration 8Q (28013.110000 sec): 3 clusters
  Score: Raw -390351.052830 + Penalty 2767.306850 = -387583.745980
  nChanged 144
		SP:Iteration 9Q (28013.330000 sec): 3 clusters
  Score: Raw -390440.248180 + Penalty 2767.306850 = -387672.941330
  nChanged 81
		SP:Iteration 10Q (28013.520000 sec): 3 clusters
  Score: Raw -390500.940290 + Penalty 2767.306850 = -387733.633440
  nChanged 79
		SP:Iteration 11Q (28013.680000 sec): 3 clusters
  Score: Raw -390551.244513 + Penalty 2767.306850 = -387783.937663
  nChanged 60
		SP:Iteration 12Q (28013.870000 sec): 3 clusters
  Score: Raw -390575.454797 + Penalty 2767.306850 = -387808.147948
  nChanged 29
		SP:Iteration 13Q (28014.040000 sec): 3 clusters
  Score: Raw -390582.233939 + Penalty 2767.306850 = -387814.927090
  nChanged 18
		SP:Iteration 14Q (28014.250000 sec): 3 clusters
  Score: Raw -390587.160801 + Penalty 2767.306850 = -387819.853952
  nChanged 19
		SP:Iteration 15Q (28014.440000 sec): 3 clusters
  Score: Raw -390591.647681 + Penalty 2767.306850 = -387824.340831
  nChanged 13
		SP:Iteration 16Q (28014.640000 sec): 3 clusters
  Score: Raw -390594.624234 + Penalty 2767.306850 = -387827.317385
  nChanged 10
		SP:Iteration 17Q (28014.830000 sec): 3 clusters
  Score: Raw -390597.435456 + Penalty 2767.306850 = -387830.128606
  nChanged 11
		SP:Iteration 18Q (28015.020000 sec): 3 clusters
  Score: Raw -390599.645522 + Penalty 2767.306850 = -387832.338672
  nChanged 9
		SP:Iteration 19Q (28015.230000 sec): 3 clusters
  Score: Raw -390601.250510 + Penalty 2767.306850 = -387833.943660
  nChanged 5
		SP:Iteration 20F (28015.510000 sec): 3 clusters
  Score: Raw -390602.190954 + Penalty 2767.306850 = -387834.884105
  nChanged 2
		SP:Iteration 21Q (28015.700000 sec): 3 clusters
  Score: Raw -390602.464280 + Penalty 2767.306850 = -387835.157430
  nChanged 2
		SP:Iteration 22Q (28015.950000 sec): 3 clusters
  Score: Raw -390602.658000 + Penalty 2767.306850 = -387835.351150
  nChanged 0
		SP:Iteration 23F (28016.140000 sec): 3 clusters
  Score: Raw -390602.658000 + Penalty 2767.306850 = -387835.351150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28016.310000 sec): 2 clusters
  Score: Raw -38272.748252 + Penalty 1001.538656 = -37271.209597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28016.470000 sec): 3 clusters
  Score: Raw -38210.515514 + Penalty 2003.077311 = -36207.438202
  nChanged 106
		SP:Iteration 1F (28016.680000 sec): 3 clusters
  Score: Raw -38367.180352 + Penalty 2003.077311 = -36364.103041
  nChanged 21
		SP:Iteration 2Q (28016.890000 sec): 3 clusters
  Score: Raw -38402.890893 + Penalty 2003.077311 = -36399.813582
  nChanged 11
		SP:Iteration 3Q (28017.090000 sec): 3 clusters
  Score: Raw -38417.723341 + Penalty 2003.077311 = -36414.646030
  nChanged 8
		SP:Iteration 4Q (28017.310000 sec): 3 clusters
  Score: Raw -38428.203953 + Penalty 2003.077311 = -36425.126642
  nChanged 5
		SP:Iteration 5Q (28017.510000 sec): 3 clusters
  Score: Raw -38437.875842 + Penalty 2003.077311 = -36434.798531
  nChanged 5
		SP:Iteration 6Q (28017.700000 sec): 3 clusters
  Score: Raw -38448.778941 + Penalty 2003.077311 = -36445.701629
  nChanged 8
		SP:Iteration 7Q (28017.870000 sec): 3 clusters
  Score: Raw -38471.546891 + Penalty 2003.077311 = -36468.469580
  nChanged 5
		SP:Iteration 8Q (28018.060000 sec): 3 clusters
  Score: Raw -38484.477368 + Penalty 2003.077311 = -36481.400057
  nChanged 8
		SP:Iteration 9Q (28018.270000 sec): 3 clusters
  Score: Raw -38509.954239 + Penalty 2003.077311 = -36506.876928
  nChanged 7
		SP:Iteration 10Q (28018.460000 sec): 3 clusters
  Score: Raw -38529.714368 + Penalty 2003.077311 = -36526.637057
  nChanged 5
		SP:Iteration 11Q (28018.670000 sec): 3 clusters
  Score: Raw -38539.319863 + Penalty 2003.077311 = -36536.242551
  nChanged 3
		SP:Iteration 12Q (28018.830000 sec): 3 clusters
  Score: Raw -38548.933446 + Penalty 2003.077311 = -36545.856135
  nChanged 1
		SP:Iteration 13Q (28019.030000 sec): 3 clusters
  Score: Raw -38554.258935 + Penalty 2003.077311 = -36551.181624
  nChanged 1
		SP:Iteration 14Q (28019.210000 sec): 3 clusters
  Score: Raw -38557.885801 + Penalty 2003.077311 = -36554.808490
  nChanged 2
		SP:Iteration 15Q (28019.320000 sec): 3 clusters
  Score: Raw -38561.459843 + Penalty 2003.077311 = -36558.382531
  nChanged 0
		SP:Iteration 16F (28019.510000 sec): 3 clusters
  Score: Raw -38561.459843 + Penalty 2003.077311 = -36558.382531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28019.670000 sec): 2 clusters
  Score: Raw -188859.897267 + Penalty 1263.414062 = -187596.483205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28019.810000 sec): 3 clusters
  Score: Raw -187816.230786 + Penalty 2526.828124 = -185289.402662
  nChanged 876
		SP:Iteration 1F (28020.060000 sec): 3 clusters
  Score: Raw -188362.494842 + Penalty 2526.828124 = -185835.666718
  nChanged 198
		SP:Iteration 2F (28020.210000 sec): 3 clusters
  Score: Raw -188520.075930 + Penalty 2526.828124 = -185993.247806
  nChanged 153
		SP:Iteration 3F (28020.370000 sec): 3 clusters
  Score: Raw -188664.206898 + Penalty 2526.828124 = -186137.378774
  nChanged 123
		SP:Iteration 4F (28020.600000 sec): 3 clusters
  Score: Raw -188797.953233 + Penalty 2526.828124 = -186271.125109
  nChanged 133
		SP:Iteration 5F (28020.840000 sec): 3 clusters
  Score: Raw -188971.041311 + Penalty 2526.828124 = -186444.213187
  nChanged 160
		SP:Iteration 6F (28021.040000 sec): 3 clusters
  Score: Raw -189203.439850 + Penalty 2526.828124 = -186676.611726
  nChanged 158
		SP:Iteration 7F (28021.240000 sec): 3 clusters
  Score: Raw -189405.933179 + Penalty 2526.828124 = -186879.105055
  nChanged 109
		SP:Iteration 8Q (28021.410000 sec): 3 clusters
  Score: Raw -189539.787512 + Penalty 2526.828124 = -187012.959388
  nChanged 76
		SP:Iteration 9Q (28021.580000 sec): 3 clusters
  Score: Raw -189609.338236 + Penalty 2526.828124 = -187082.510111
  nChanged 41
		SP:Iteration 10Q (28021.750000 sec): 3 clusters
  Score: Raw -189644.274293 + Penalty 2526.828124 = -187117.446169
  nChanged 23
		SP:Iteration 11Q (28021.920000 sec): 3 clusters
  Score: Raw -189663.439961 + Penalty 2526.828124 = -187136.611837
  nChanged 23
		SP:Iteration 12Q (28022.090000 sec): 3 clusters
  Score: Raw -189683.030908 + Penalty 2526.828124 = -187156.202784
  nChanged 18
		SP:Iteration 13Q (28022.350000 sec): 3 clusters
  Score: Raw -189703.840382 + Penalty 2526.828124 = -187177.012258
  nChanged 23
		SP:Iteration 14Q (28022.550000 sec): 3 clusters
  Score: Raw -189723.866986 + Penalty 2526.828124 = -187197.038862
  nChanged 13
		SP:Iteration 15Q (28022.770000 sec): 3 clusters
  Score: Raw -189733.960331 + Penalty 2526.828124 = -187207.132207
  nChanged 16
		SP:Iteration 16Q (28022.980000 sec): 3 clusters
  Score: Raw -189745.768434 + Penalty 2526.828124 = -187218.940310
  nChanged 14
		SP:Iteration 17Q (28023.170000 sec): 3 clusters
  Score: Raw -189753.287286 + Penalty 2526.828124 = -187226.459162
  nChanged 5
		SP:Iteration 18Q (28023.350000 sec): 3 clusters
  Score: Raw -189755.486606 + Penalty 2526.828124 = -187228.658482
  nChanged 3
		SP:Iteration 19Q (28023.510000 sec): 3 clusters
  Score: Raw -189756.617655 + Penalty 2526.828124 = -187229.789531
  nChanged 3
		SP:Iteration 20F (28023.670000 sec): 3 clusters
  Score: Raw -189757.585527 + Penalty 2526.828124 = -187230.757403
  nChanged 2
		SP:Iteration 21Q (28023.860000 sec): 3 clusters
  Score: Raw -189759.120094 + Penalty 2526.828124 = -187232.291970
  nChanged 4
		SP:Iteration 22Q (28024.020000 sec): 3 clusters
  Score: Raw -189761.060770 + Penalty 2526.828124 = -187234.232646
  nChanged 1
		SP:Iteration 23Q (28024.170000 sec): 3 clusters
  Score: Raw -189761.439398 + Penalty 2526.828124 = -187234.611274
  nChanged 1
		SP:Iteration 24Q (28024.300000 sec): 3 clusters
  Score: Raw -189761.870518 + Penalty 2526.828124 = -187235.042394
  nChanged 1
		SP:Iteration 25Q (28024.460000 sec): 3 clusters
  Score: Raw -189762.153371 + Penalty 2526.828124 = -187235.325247
  nChanged 1
		SP:Iteration 26Q (28024.620000 sec): 3 clusters
  Score: Raw -189762.672037 + Penalty 2526.828124 = -187235.843913
  nChanged 1
		SP:Iteration 27Q (28024.780000 sec): 3 clusters
  Score: Raw -189763.003138 + Penalty 2526.828124 = -187236.175014
  nChanged 0
		SP:Iteration 28F (28024.940000 sec): 3 clusters
  Score: Raw -189763.003138 + Penalty 2526.828124 = -187236.175014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28025.010000 sec): 2 clusters
  Score: Raw -253833.610825 + Penalty 1303.986917 = -252529.623909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28025.170000 sec): 3 clusters
  Score: Raw -252417.698324 + Penalty 2607.973833 = -249809.724491
  nChanged 1142
		SP:Iteration 1F (28025.320000 sec): 3 clusters
  Score: Raw -253060.998502 + Penalty 2607.973833 = -250453.024669
  nChanged 241
		SP:Iteration 2F (28025.480000 sec): 3 clusters
  Score: Raw -253225.645507 + Penalty 2607.973833 = -250617.671674
  nChanged 185
		SP:Iteration 3F (28025.640000 sec): 3 clusters
  Score: Raw -253348.247283 + Penalty 2607.973833 = -250740.273450
  nChanged 143
		SP:Iteration 4Q (28025.790000 sec): 3 clusters
  Score: Raw -253445.441664 + Penalty 2607.973833 = -250837.467830
  nChanged 122
		SP:Iteration 5Q (28025.950000 sec): 3 clusters
  Score: Raw -253523.567929 + Penalty 2607.973833 = -250915.594096
  nChanged 93
		SP:Iteration 6Q (28026.090000 sec): 3 clusters
  Score: Raw -253578.088653 + Penalty 2607.973833 = -250970.114819
  nChanged 85
		SP:Iteration 7Q (28026.240000 sec): 3 clusters
  Score: Raw -253623.236453 + Penalty 2607.973833 = -251015.262620
  nChanged 68
		SP:Iteration 8Q (28026.380000 sec): 3 clusters
  Score: Raw -253661.926083 + Penalty 2607.973833 = -251053.952250
  nChanged 62
		SP:Iteration 9Q (28026.530000 sec): 3 clusters
  Score: Raw -253693.189987 + Penalty 2607.973833 = -251085.216153
  nChanged 56
		SP:Iteration 10Q (28026.670000 sec): 3 clusters
  Score: Raw -253719.513766 + Penalty 2607.973833 = -251111.539933
  nChanged 38
		SP:Iteration 11Q (28026.810000 sec): 3 clusters
  Score: Raw -253738.624388 + Penalty 2607.973833 = -251130.650554
  nChanged 46
		SP:Iteration 12Q (28026.960000 sec): 3 clusters
  Score: Raw -253758.646129 + Penalty 2607.973833 = -251150.672296
  nChanged 35
		SP:Iteration 13Q (28027.100000 sec): 3 clusters
  Score: Raw -253773.514439 + Penalty 2607.973833 = -251165.540606
  nChanged 26
		SP:Iteration 14Q (28027.250000 sec): 3 clusters
  Score: Raw -253785.534103 + Penalty 2607.973833 = -251177.560270
  nChanged 29
		SP:Iteration 15Q (28027.390000 sec): 3 clusters
  Score: Raw -253797.863159 + Penalty 2607.973833 = -251189.889326
  nChanged 28
		SP:Iteration 16Q (28027.530000 sec): 3 clusters
  Score: Raw -253808.411942 + Penalty 2607.973833 = -251200.438109
  nChanged 24
		SP:Iteration 17Q (28027.680000 sec): 3 clusters
  Score: Raw -253818.621554 + Penalty 2607.973833 = -251210.647721
  nChanged 14
		SP:Iteration 18Q (28027.820000 sec): 3 clusters
  Score: Raw -253825.248737 + Penalty 2607.973833 = -251217.274903
  nChanged 20
		SP:Iteration 19Q (28027.970000 sec): 3 clusters
  Score: Raw -253834.484649 + Penalty 2607.973833 = -251226.510816
  nChanged 24
		SP:Iteration 20F (28028.170000 sec): 3 clusters
  Score: Raw -253846.284425 + Penalty 2607.973833 = -251238.310592
  nChanged 21
		SP:Iteration 21Q (28028.300000 sec): 3 clusters
  Score: Raw -253856.949697 + Penalty 2607.973833 = -251248.975864
  nChanged 18
		SP:Iteration 22Q (28028.440000 sec): 3 clusters
  Score: Raw -253865.375108 + Penalty 2607.973833 = -251257.401275
  nChanged 14
		SP:Iteration 23Q (28028.590000 sec): 3 clusters
  Score: Raw -253870.554125 + Penalty 2607.973833 = -251262.580292
  nChanged 7
		SP:Iteration 24Q (28028.730000 sec): 3 clusters
  Score: Raw -253872.404536 + Penalty 2607.973833 = -251264.430703
  nChanged 0
		SP:Iteration 25F (28028.870000 sec): 3 clusters
  Score: Raw -253872.404536 + Penalty 2607.973833 = -251264.430703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (4096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28028.970000 sec): 2 clusters
  Score: Raw -290228.741386 + Penalty 1351.637002 = -288877.104383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28029.130000 sec): 3 clusters
  Score: Raw -288165.166919 + Penalty 2703.274004 = -285461.892915
  nChanged 1678
		SP:Iteration 1F (28029.290000 sec): 3 clusters
  Score: Raw -289188.664551 + Penalty 2703.274004 = -286485.390547
  nChanged 372
		SP:Iteration 2F (28029.450000 sec): 3 clusters
  Score: Raw -289452.038888 + Penalty 2703.274004 = -286748.764884
  nChanged 266
		SP:Iteration 3F (28029.610000 sec): 3 clusters
  Score: Raw -289612.710519 + Penalty 2703.274004 = -286909.436515
  nChanged 213
		SP:Iteration 4F (28029.770000 sec): 3 clusters
  Score: Raw -289741.105541 + Penalty 2703.274004 = -287037.831537
  nChanged 176
		SP:Iteration 5Q (28029.930000 sec): 3 clusters
  Score: Raw -289841.033068 + Penalty 2703.274004 = -287137.759064
  nChanged 161
		SP:Iteration 6Q (28030.090000 sec): 3 clusters
  Score: Raw -289952.277353 + Penalty 2703.274004 = -287249.003349
  nChanged 163
		SP:Iteration 7Q (28030.250000 sec): 3 clusters
  Score: Raw -290068.388990 + Penalty 2703.274004 = -287365.114986
  nChanged 163
		SP:Iteration 8Q (28030.410000 sec): 3 clusters
  Score: Raw -290209.094390 + Penalty 2703.274004 = -287505.820386
  nChanged 181
		SP:Iteration 9Q (28030.570000 sec): 3 clusters
  Score: Raw -290357.971940 + Penalty 2703.274004 = -287654.697936
  nChanged 176
		SP:Iteration 10Q (28030.730000 sec): 3 clusters
  Score: Raw -290496.602124 + Penalty 2703.274004 = -287793.328120
  nChanged 120
		SP:Iteration 11Q (28030.890000 sec): 3 clusters
  Score: Raw -290589.944641 + Penalty 2703.274004 = -287886.670637
  nChanged 91
		SP:Iteration 12Q (28031.050000 sec): 3 clusters
  Score: Raw -290667.125178 + Penalty 2703.274004 = -287963.851174
  nChanged 72
		SP:Iteration 13Q (28031.210000 sec): 3 clusters
  Score: Raw -290726.557376 + Penalty 2703.274004 = -288023.283372
  nChanged 66
		SP:Iteration 14Q (28031.370000 sec): 3 clusters
  Score: Raw -290772.866515 + Penalty 2703.274004 = -288069.592511
  nChanged 51
		SP:Iteration 15Q (28031.530000 sec): 3 clusters
  Score: Raw -290801.405349 + Penalty 2703.274004 = -288098.131345
  nChanged 41
		SP:Iteration 16Q (28031.690000 sec): 3 clusters
  Score: Raw -290825.740340 + Penalty 2703.274004 = -288122.466336
  nChanged 37
		SP:Iteration 17Q (28031.840000 sec): 3 clusters
  Score: Raw -290854.722868 + Penalty 2703.274004 = -288151.448864
  nChanged 38
		SP:Iteration 18Q (28032.050000 sec): 3 clusters
  Score: Raw -290884.377876 + Penalty 2703.274004 = -288181.103872
  nChanged 43
		SP:Iteration 19Q (28032.220000 sec): 3 clusters
  Score: Raw -290913.771423 + Penalty 2703.274004 = -288210.497419
  nChanged 38
		SP:Iteration 20F (28032.360000 sec): 3 clusters
  Score: Raw -290934.339646 + Penalty 2703.274004 = -288231.065642
  nChanged 39
		SP:Iteration 21Q (28032.520000 sec): 3 clusters
  Score: Raw -290952.913131 + Penalty 2703.274004 = -288249.639127
  nChanged 37
		SP:Iteration 22Q (28032.680000 sec): 3 clusters
  Score: Raw -290969.339751 + Penalty 2703.274004 = -288266.065747
  nChanged 26
		SP:Iteration 23Q (28032.840000 sec): 3 clusters
  Score: Raw -290979.375026 + Penalty 2703.274004 = -288276.101022
  nChanged 17
		SP:Iteration 24Q (28033.000000 sec): 3 clusters
  Score: Raw -290985.284813 + Penalty 2703.274004 = -288282.010809
  nChanged 17
		SP:Iteration 25Q (28033.160000 sec): 3 clusters
  Score: Raw -290989.688693 + Penalty 2703.274004 = -288286.414689
  nChanged 9
		SP:Iteration 26Q (28033.350000 sec): 3 clusters
  Score: Raw -290992.495606 + Penalty 2703.274004 = -288289.221602
  nChanged 6
		SP:Iteration 27Q (28033.600000 sec): 3 clusters
  Score: Raw -290994.275576 + Penalty 2703.274004 = -288291.001571
  nChanged 3
		SP:Iteration 28Q (28033.890000 sec): 3 clusters
  Score: Raw -290995.300107 + Penalty 2703.274004 = -288292.026103
  nChanged 3
		SP:Iteration 29Q (28034.000000 sec): 3 clusters
  Score: Raw -290996.610797 + Penalty 2703.274004 = -288293.336793
  nChanged 2
		SP:Iteration 30Q (28034.210000 sec): 3 clusters
  Score: Raw -290997.060585 + Penalty 2703.274004 = -288293.786581
  nChanged 3
		SP:Iteration 31Q (28034.390000 sec): 3 clusters
  Score: Raw -290997.826936 + Penalty 2703.274004 = -288294.552932
  nChanged 2
		SP:Iteration 32Q (28034.550000 sec): 3 clusters
  Score: Raw -290998.646666 + Penalty 2703.274004 = -288295.372661
  nChanged 2
		SP:Iteration 33Q (28034.770000 sec): 3 clusters
  Score: Raw -290998.859979 + Penalty 2703.274004 = -288295.585975
  nChanged 0
		SP:Iteration 34F (28034.920000 sec): 3 clusters
  Score: Raw -290998.859979 + Penalty 2703.274004 = -288295.585975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28034.990000 sec): 2 clusters
  Score: Raw -23666.621666 + Penalty 959.621300 = -22707.000365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28035.130000 sec): 3 clusters
  Score: Raw -23750.895070 + Penalty 1919.242601 = -21831.652470
  nChanged 90
		SP:Iteration 1F (28035.280000 sec): 3 clusters
  Score: Raw -24044.313887 + Penalty 1919.242601 = -22125.071286
  nChanged 34
		SP:Iteration 2F (28035.530000 sec): 3 clusters
  Score: Raw -24222.669961 + Penalty 1919.242601 = -22303.427360
  nChanged 31
		SP:Iteration 3F (28035.660000 sec): 3 clusters
  Score: Raw -24389.246776 + Penalty 1919.242601 = -22470.004175
  nChanged 15
		SP:Iteration 4Q (28035.830000 sec): 3 clusters
  Score: Raw -24482.685599 + Penalty 1919.242601 = -22563.442999
  nChanged 8
		SP:Iteration 5Q (28036.030000 sec): 3 clusters
  Score: Raw -24530.681722 + Penalty 1919.242601 = -22611.439121
  nChanged 5
		SP:Iteration 6Q (28036.210000 sec): 3 clusters
  Score: Raw -24556.790148 + Penalty 1919.242601 = -22637.547548
  nChanged 5
		SP:Iteration 7Q (28036.400000 sec): 3 clusters
  Score: Raw -24593.487035 + Penalty 1919.242601 = -22674.244434
  nChanged 5
		SP:Iteration 8Q (28036.600000 sec): 3 clusters
  Score: Raw -24652.634063 + Penalty 1919.242601 = -22733.391462
  nChanged 5
		SP:Iteration 9Q (28036.790000 sec): 3 clusters
  Score: Raw -24694.980288 + Penalty 1919.242601 = -22775.737687
  nChanged 4
		SP:Iteration 10Q (28036.970000 sec): 3 clusters
  Score: Raw -24729.502033 + Penalty 1919.242601 = -22810.259432
  nChanged 3
		SP:Iteration 11Q (28037.150000 sec): 3 clusters
  Score: Raw -24739.572209 + Penalty 1919.242601 = -22820.329609
  nChanged 3
		SP:Iteration 12Q (28037.330000 sec): 3 clusters
  Score: Raw -24762.332414 + Penalty 1919.242601 = -22843.089813
  nChanged 5
		SP:Iteration 13Q (28037.500000 sec): 3 clusters
  Score: Raw -24786.745790 + Penalty 1919.242601 = -22867.503189
  nChanged 6
		SP:Iteration 14Q (28037.680000 sec): 3 clusters
  Score: Raw -24812.449006 + Penalty 1919.242601 = -22893.206405
  nChanged 9
		SP:Iteration 15Q (28037.850000 sec): 3 clusters
  Score: Raw -24868.835726 + Penalty 1919.242601 = -22949.593126
  nChanged 3
		SP:Iteration 16Q (28038.030000 sec): 3 clusters
  Score: Raw -24913.193932 + Penalty 1919.242601 = -22993.951332
  nChanged 2
		SP:Iteration 17Q (28038.230000 sec): 3 clusters
  Score: Raw -24950.200768 + Penalty 1919.242601 = -23030.958167
  nChanged 2
		SP:Iteration 18Q (28038.410000 sec): 3 clusters
  Score: Raw -24991.030431 + Penalty 1919.242601 = -23071.787831
  nChanged 0
		SP:Iteration 19F (28038.590000 sec): 3 clusters
  Score: Raw -24996.086217 + Penalty 1919.242601 = -23076.843616
  nChanged 2
		SP:Iteration 20F (28038.760000 sec): 3 clusters
  Score: Raw -25036.626627 + Penalty 1919.242601 = -23117.384026
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28038.890000 sec): 2 clusters
  Score: Raw -115416.389219 + Penalty 1183.225170 = -114233.164048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28039.000000 sec): 3 clusters
  Score: Raw -114851.538161 + Penalty 2366.450341 = -112485.087820
  nChanged 504
		SP:Iteration 1F (28039.170000 sec): 3 clusters
  Score: Raw -115263.023003 + Penalty 2366.450341 = -112896.572662
  nChanged 121
		SP:Iteration 2F (28039.350000 sec): 3 clusters
  Score: Raw -115378.603558 + Penalty 2366.450341 = -113012.153218
  nChanged 76
		SP:Iteration 3F (28039.480000 sec): 3 clusters
  Score: Raw -115484.168296 + Penalty 2366.450341 = -113117.717956
  nChanged 59
		SP:Iteration 4Q (28039.660000 sec): 3 clusters
  Score: Raw -115538.289262 + Penalty 2366.450341 = -113171.838921
  nChanged 34
		SP:Iteration 5Q (28039.790000 sec): 3 clusters
  Score: Raw -115571.064996 + Penalty 2366.450341 = -113204.614656
  nChanged 32
		SP:Iteration 6Q (28039.980000 sec): 3 clusters
  Score: Raw -115603.332723 + Penalty 2366.450341 = -113236.882383
  nChanged 25
		SP:Iteration 7Q (28040.140000 sec): 3 clusters
  Score: Raw -115631.507145 + Penalty 2366.450341 = -113265.056804
  nChanged 18
		SP:Iteration 8Q (28040.280000 sec): 3 clusters
  Score: Raw -115650.261193 + Penalty 2366.450341 = -113283.810853
  nChanged 21
		SP:Iteration 9Q (28040.460000 sec): 3 clusters
  Score: Raw -115664.042579 + Penalty 2366.450341 = -113297.592238
  nChanged 6
		SP:Iteration 10Q (28040.630000 sec): 3 clusters
  Score: Raw -115668.874171 + Penalty 2366.450341 = -113302.423830
  nChanged 3
		SP:Iteration 11Q (28040.810000 sec): 3 clusters
  Score: Raw -115670.803791 + Penalty 2366.450341 = -113304.353450
  nChanged 3
		SP:Iteration 12Q (28040.990000 sec): 3 clusters
  Score: Raw -115672.105222 + Penalty 2366.450341 = -113305.654881
  nChanged 3
		SP:Iteration 13Q (28041.160000 sec): 3 clusters
  Score: Raw -115674.728037 + Penalty 2366.450341 = -113308.277697
  nChanged 3
		SP:Iteration 14Q (28041.340000 sec): 3 clusters
  Score: Raw -115677.269439 + Penalty 2366.450341 = -113310.819099
  nChanged 3
		SP:Iteration 15Q (28041.500000 sec): 3 clusters
  Score: Raw -115679.529927 + Penalty 2366.450341 = -113313.079586
  nChanged 5
		SP:Iteration 16Q (28041.650000 sec): 3 clusters
  Score: Raw -115683.603721 + Penalty 2366.450341 = -113317.153381
  nChanged 4
		SP:Iteration 17Q (28041.790000 sec): 3 clusters
  Score: Raw -115686.136206 + Penalty 2366.450341 = -113319.685866
  nChanged 3
		SP:Iteration 18Q (28041.960000 sec): 3 clusters
  Score: Raw -115689.037097 + Penalty 2366.450341 = -113322.586756
  nChanged 2
		SP:Iteration 19Q (28042.130000 sec): 3 clusters
  Score: Raw -115690.487066 + Penalty 2366.450341 = -113324.036725
  nChanged 1
		SP:Iteration 20F (28042.230000 sec): 3 clusters
  Score: Raw -115691.330137 + Penalty 2366.450341 = -113324.879797
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28042.370000 sec): 2 clusters
  Score: Raw -768871.024342 + Penalty 1480.656900 = -767390.367443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28042.650000 sec): 3 clusters
  Score: Raw -763736.092249 + Penalty 2961.313800 = -760774.778449
  nChanged 3919
		SP:Iteration 1F (28042.870000 sec): 3 clusters
  Score: Raw -765875.982583 + Penalty 2961.313800 = -762914.668783
  nChanged 612
		SP:Iteration 2F (28043.090000 sec): 3 clusters
  Score: Raw -766204.983518 + Penalty 2961.313800 = -763243.669718
  nChanged 552
		SP:Iteration 3F (28043.300000 sec): 3 clusters
  Score: Raw -766517.184007 + Penalty 2961.313800 = -763555.870207
  nChanged 536
		SP:Iteration 4F (28043.510000 sec): 3 clusters
  Score: Raw -766871.081036 + Penalty 2961.313800 = -763909.767236
  nChanged 525
		SP:Iteration 5F (28043.750000 sec): 3 clusters
  Score: Raw -767199.601186 + Penalty 2961.313800 = -764238.287386
  nChanged 480
		SP:Iteration 6F (28043.960000 sec): 3 clusters
  Score: Raw -767496.698572 + Penalty 2961.313800 = -764535.384773
  nChanged 434
		SP:Iteration 7Q (28044.180000 sec): 3 clusters
  Score: Raw -767726.060880 + Penalty 2961.313800 = -764764.747081
  nChanged 366
		SP:Iteration 8Q (28044.390000 sec): 3 clusters
  Score: Raw -767915.782621 + Penalty 2961.313800 = -764954.468821
  nChanged 300
		SP:Iteration 9Q (28044.650000 sec): 3 clusters
  Score: Raw -768055.951288 + Penalty 2961.313800 = -765094.637488
  nChanged 270
		SP:Iteration 10Q (28044.870000 sec): 3 clusters
  Score: Raw -768176.351564 + Penalty 2961.313800 = -765215.037764
  nChanged 222
		SP:Iteration 11Q (28045.090000 sec): 3 clusters
  Score: Raw -768269.831267 + Penalty 2961.313800 = -765308.517468
  nChanged 199
		SP:Iteration 12Q (28045.310000 sec): 3 clusters
  Score: Raw -768354.075915 + Penalty 2961.313800 = -765392.762116
  nChanged 185
		SP:Iteration 13Q (28045.580000 sec): 3 clusters
  Score: Raw -768440.704637 + Penalty 2961.313800 = -765479.390837
  nChanged 178
		SP:Iteration 14Q (28045.840000 sec): 3 clusters
  Score: Raw -768519.982908 + Penalty 2961.313800 = -765558.669108
  nChanged 170
		SP:Iteration 15Q (28046.070000 sec): 3 clusters
  Score: Raw -768597.858512 + Penalty 2961.313800 = -765636.544712
  nChanged 157
		SP:Iteration 16Q (28046.280000 sec): 3 clusters
  Score: Raw -768669.381734 + Penalty 2961.313800 = -765708.067935
  nChanged 154
		SP:Iteration 17Q (28046.490000 sec): 3 clusters
  Score: Raw -768729.389419 + Penalty 2961.313800 = -765768.075619
  nChanged 126
		SP:Iteration 18Q (28046.700000 sec): 3 clusters
  Score: Raw -768771.666836 + Penalty 2961.313800 = -765810.353037
  nChanged 127
		SP:Iteration 19Q (28046.970000 sec): 3 clusters
  Score: Raw -768813.457961 + Penalty 2961.313800 = -765852.144161
  nChanged 119
		SP:Iteration 20F (28047.210000 sec): 3 clusters
  Score: Raw -768848.628310 + Penalty 2961.313800 = -765887.314510
  nChanged 111
		SP:Iteration 21Q (28047.430000 sec): 3 clusters
  Score: Raw -768883.033275 + Penalty 2961.313800 = -765921.719475
  nChanged 86
		SP:Iteration 22Q (28047.690000 sec): 3 clusters
  Score: Raw -768905.045579 + Penalty 2961.313800 = -765943.731780
  nChanged 84
		SP:Iteration 23Q (28047.910000 sec): 3 clusters
  Score: Raw -768926.338857 + Penalty 2961.313800 = -765965.025057
  nChanged 71
		SP:Iteration 24Q (28048.120000 sec): 3 clusters
  Score: Raw -768943.277652 + Penalty 2961.313800 = -765981.963853
  nChanged 65
		SP:Iteration 25Q (28048.330000 sec): 3 clusters
  Score: Raw -768958.582832 + Penalty 2961.313800 = -765997.269033
  nChanged 53
		SP:Iteration 26Q (28048.570000 sec): 3 clusters
  Score: Raw -768971.575385 + Penalty 2961.313800 = -766010.261585
  nChanged 44
		SP:Iteration 27Q (28048.810000 sec): 3 clusters
  Score: Raw -768979.625220 + Penalty 2961.313800 = -766018.311420
  nChanged 35
		SP:Iteration 28Q (28049.070000 sec): 3 clusters
  Score: Raw -768987.026793 + Penalty 2961.313800 = -766025.712993
  nChanged 41
		SP:Iteration 29Q (28049.310000 sec): 3 clusters
  Score: Raw -768996.392184 + Penalty 2961.313800 = -766035.078385
  nChanged 48
		SP:Iteration 30Q (28049.500000 sec): 3 clusters
  Score: Raw -769006.574940 + Penalty 2961.313800 = -766045.261141
  nChanged 38
		SP:Iteration 31Q (28049.730000 sec): 3 clusters
  Score: Raw -769014.005225 + Penalty 2961.313800 = -766052.691425
  nChanged 34
		SP:Iteration 32Q (28049.910000 sec): 3 clusters
  Score: Raw -769020.367396 + Penalty 2961.313800 = -766059.053596
  nChanged 36
		SP:Iteration 33Q (28050.130000 sec): 3 clusters
  Score: Raw -769028.436545 + Penalty 2961.313800 = -766067.122745
  nChanged 44
		SP:Iteration 34Q (28050.400000 sec): 3 clusters
  Score: Raw -769039.517407 + Penalty 2961.313800 = -766078.203607
  nChanged 50
		SP:Iteration 35Q (28050.670000 sec): 3 clusters
  Score: Raw -769051.052059 + Penalty 2961.313800 = -766089.738259
  nChanged 38
		SP:Iteration 36Q (28050.940000 sec): 3 clusters
  Score: Raw -769059.994568 + Penalty 2961.313800 = -766098.680768
  nChanged 46
		SP:Iteration 37Q (28051.190000 sec): 3 clusters
  Score: Raw -769072.124928 + Penalty 2961.313800 = -766110.811128
  nChanged 48
		SP:Iteration 38Q (28051.430000 sec): 3 clusters
  Score: Raw -769084.439669 + Penalty 2961.313800 = -766123.125869
  nChanged 44
		SP:Iteration 39Q (28051.650000 sec): 3 clusters
  Score: Raw -769093.850803 + Penalty 2961.313800 = -766132.537003
  nChanged 41
		SP:Iteration 40F (28051.910000 sec): 3 clusters
  Score: Raw -769103.081670 + Penalty 2961.313800 = -766141.767870
  nChanged 38
		SP:Iteration 41Q (28052.180000 sec): 3 clusters
  Score: Raw -769111.033765 + Penalty 2961.313800 = -766149.719966
  nChanged 28
		SP:Iteration 42Q (28052.410000 sec): 3 clusters
  Score: Raw -769116.772613 + Penalty 2961.313800 = -766155.458813
  nChanged 30
		SP:Iteration 43Q (28052.620000 sec): 3 clusters
  Score: Raw -769124.092870 + Penalty 2961.313800 = -766162.779071
  nChanged 29
		SP:Iteration 44Q (28052.890000 sec): 3 clusters
  Score: Raw -769130.303845 + Penalty 2961.313800 = -766168.990045
  nChanged 29
		SP:Iteration 45Q (28053.090000 sec): 3 clusters
  Score: Raw -769135.708729 + Penalty 2961.313800 = -766174.394929
  nChanged 21
		SP:Iteration 46Q (28053.290000 sec): 3 clusters
  Score: Raw -769139.506130 + Penalty 2961.313800 = -766178.192330
  nChanged 21
		SP:Iteration 47Q (28053.500000 sec): 3 clusters
  Score: Raw -769142.612658 + Penalty 2961.313800 = -766181.298858
  nChanged 23
		SP:Iteration 48Q (28053.710000 sec): 3 clusters
  Score: Raw -769146.797851 + Penalty 2961.313800 = -766185.484051
  nChanged 24
		SP:Iteration 49Q (28053.900000 sec): 3 clusters
  Score: Raw -769150.778383 + Penalty 2961.313800 = -766189.464583
  nChanged 18
		SP:Iteration 50Q (28054.140000 sec): 3 clusters
  Score: Raw -769154.482631 + Penalty 2961.313800 = -766193.168832
  nChanged 22
		SP:Iteration 51Q (28054.340000 sec): 3 clusters
  Score: Raw -769158.687142 + Penalty 2961.313800 = -766197.373342
  nChanged 22
		SP:Iteration 52Q (28054.590000 sec): 3 clusters
  Score: Raw -769162.813229 + Penalty 2961.313800 = -766201.499429
  nChanged 25
		SP:Iteration 53Q (28054.760000 sec): 3 clusters
  Score: Raw -769168.475966 + Penalty 2961.313800 = -766207.162167
  nChanged 20
		SP:Iteration 54Q (28054.920000 sec): 3 clusters
  Score: Raw -769173.271102 + Penalty 2961.313800 = -766211.957303
  nChanged 21
		SP:Iteration 55Q (28055.080000 sec): 3 clusters
  Score: Raw -769178.080487 + Penalty 2961.313800 = -766216.766687
  nChanged 27
		SP:Iteration 56Q (28055.290000 sec): 3 clusters
  Score: Raw -769183.899023 + Penalty 2961.313800 = -766222.585223
  nChanged 19
		SP:Iteration 57Q (28055.490000 sec): 3 clusters
  Score: Raw -769187.297040 + Penalty 2961.313800 = -766225.983240
  nChanged 15
		SP:Iteration 58Q (28055.670000 sec): 3 clusters
  Score: Raw -769189.837472 + Penalty 2961.313800 = -766228.523673
  nChanged 16
		SP:Iteration 59Q (28055.840000 sec): 3 clusters
  Score: Raw -769192.948311 + Penalty 2961.313800 = -766231.634511
  nChanged 23
		SP:Iteration 60F (28056.060000 sec): 3 clusters
  Score: Raw -769197.369121 + Penalty 2961.313800 = -766236.055321
  nChanged 25
		SP:Iteration 61Q (28056.310000 sec): 3 clusters
  Score: Raw -769202.087301 + Penalty 2961.313800 = -766240.773501
  nChanged 21
		SP:Iteration 62Q (28056.550000 sec): 3 clusters
  Score: Raw -769205.308274 + Penalty 2961.313800 = -766243.994474
  nChanged 14
		SP:Iteration 63Q (28056.790000 sec): 3 clusters
  Score: Raw -769207.844540 + Penalty 2961.313800 = -766246.530740
  nChanged 7
		SP:Iteration 64Q (28056.950000 sec): 3 clusters
  Score: Raw -769209.078229 + Penalty 2961.313800 = -766247.764429
  nChanged 10
		SP:Iteration 65Q (28057.130000 sec): 3 clusters
  Score: Raw -769210.401199 + Penalty 2961.313800 = -766249.087400
  nChanged 3
		SP:Iteration 66Q (28057.320000 sec): 3 clusters
  Score: Raw -769210.804398 + Penalty 2961.313800 = -766249.490598
  nChanged 5
		SP:Iteration 67Q (28057.520000 sec): 3 clusters
  Score: Raw -769211.703496 + Penalty 2961.313800 = -766250.389697
  nChanged 4
		SP:Iteration 68Q (28057.680000 sec): 3 clusters
  Score: Raw -769212.546227 + Penalty 2961.313800 = -766251.232428
  nChanged 5
		SP:Iteration 69Q (28057.890000 sec): 3 clusters
  Score: Raw -769213.474526 + Penalty 2961.313800 = -766252.160727
  nChanged 5
		SP:Iteration 70Q (28058.040000 sec): 3 clusters
  Score: Raw -769214.134040 + Penalty 2961.313800 = -766252.820241
  nChanged 2
		SP:Iteration 71Q (28058.340000 sec): 3 clusters
  Score: Raw -769214.549629 + Penalty 2961.313800 = -766253.235829
  nChanged 2
		SP:Iteration 72Q (28058.540000 sec): 3 clusters
  Score: Raw -769214.760460 + Penalty 2961.313800 = -766253.446660
  nChanged 2
		SP:Iteration 73Q (28058.720000 sec): 3 clusters
  Score: Raw -769215.216680 + Penalty 2961.313800 = -766253.902880
  nChanged 4
		SP:Iteration 74Q (28058.920000 sec): 3 clusters
  Score: Raw -769215.767517 + Penalty 2961.313800 = -766254.453717
  nChanged 4
		SP:Iteration 75Q (28059.140000 sec): 3 clusters
  Score: Raw -769216.537485 + Penalty 2961.313800 = -766255.223685
  nChanged 5
		SP:Iteration 76Q (28059.370000 sec): 3 clusters
  Score: Raw -769217.207279 + Penalty 2961.313800 = -766255.893480
  nChanged 4
		SP:Iteration 77Q (28059.590000 sec): 3 clusters
  Score: Raw -769217.883527 + Penalty 2961.313800 = -766256.569727
  nChanged 4
		SP:Iteration 78Q (28059.890000 sec): 3 clusters
  Score: Raw -769218.475304 + Penalty 2961.313800 = -766257.161504
  nChanged 4
		SP:Iteration 79Q (28060.120000 sec): 3 clusters
  Score: Raw -769218.985001 + Penalty 2961.313800 = -766257.671202
  nChanged 5
		SP:Iteration 80F (28060.380000 sec): 3 clusters
  Score: Raw -769219.807818 + Penalty 2961.313800 = -766258.494019
  nChanged 6
		SP:Iteration 81Q (28060.590000 sec): 3 clusters
  Score: Raw -769220.735120 + Penalty 2961.313800 = -766259.421320
  nChanged 7
		SP:Iteration 82Q (28060.840000 sec): 3 clusters
  Score: Raw -769222.048272 + Penalty 2961.313800 = -766260.734473
  nChanged 6
		SP:Iteration 83Q (28061.080000 sec): 3 clusters
  Score: Raw -769222.878026 + Penalty 2961.313800 = -766261.564227
  nChanged 1
		SP:Iteration 84Q (28061.240000 sec): 3 clusters
  Score: Raw -769223.154264 + Penalty 2961.313800 = -766261.840465
  nChanged 4
		SP:Iteration 85Q (28061.420000 sec): 3 clusters
  Score: Raw -769223.746497 + Penalty 2961.313800 = -766262.432697
  nChanged 4
		SP:Iteration 86Q (28061.690000 sec): 3 clusters
  Score: Raw -769224.215965 + Penalty 2961.313800 = -766262.902165
  nChanged 4
		SP:Iteration 87Q (28061.880000 sec): 3 clusters
  Score: Raw -769224.825944 + Penalty 2961.313800 = -766263.512145
  nChanged 3
		SP:Iteration 88Q (28062.160000 sec): 3 clusters
  Score: Raw -769225.368189 + Penalty 2961.313800 = -766264.054389
  nChanged 3
		SP:Iteration 89Q (28062.390000 sec): 3 clusters
  Score: Raw -769225.812586 + Penalty 2961.313800 = -766264.498786
  nChanged 3
		SP:Iteration 90Q (28062.620000 sec): 3 clusters
  Score: Raw -769226.358462 + Penalty 2961.313800 = -766265.044663
  nChanged 4
		SP:Iteration 91Q (28062.820000 sec): 3 clusters
  Score: Raw -769227.062142 + Penalty 2961.313800 = -766265.748342
  nChanged 4
		SP:Iteration 92Q (28062.980000 sec): 3 clusters
  Score: Raw -769227.776128 + Penalty 2961.313800 = -766266.462328
  nChanged 2
		SP:Iteration 93Q (28063.150000 sec): 3 clusters
  Score: Raw -769228.071860 + Penalty 2961.313800 = -766266.758060
  nChanged 1
		SP:Iteration 94Q (28063.320000 sec): 3 clusters
  Score: Raw -769228.238773 + Penalty 2961.313800 = -766266.924973
  nChanged 1
		SP:Iteration 95Q (28063.560000 sec): 3 clusters
  Score: Raw -769228.378002 + Penalty 2961.313800 = -766267.064202
  nChanged 0
		SP:Iteration 96F (28063.770000 sec): 3 clusters
  Score: Raw -769228.378002 + Penalty 2961.313800 = -766267.064202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28063.870000 sec): 2 clusters
  Score: Raw -298418.708787 + Penalty 1345.985663 = -297072.723124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28064.030000 sec): 3 clusters
  Score: Raw -296464.392381 + Penalty 2691.971325 = -293772.421056
  nChanged 1538
		SP:Iteration 1F (28064.190000 sec): 3 clusters
  Score: Raw -297621.579389 + Penalty 2691.971325 = -294929.608064
  nChanged 410
		SP:Iteration 2F (28064.350000 sec): 3 clusters
  Score: Raw -298000.975944 + Penalty 2691.971325 = -295309.004619
  nChanged 311
		SP:Iteration 3F (28064.500000 sec): 3 clusters
  Score: Raw -298275.430242 + Penalty 2691.971325 = -295583.458917
  nChanged 219
		SP:Iteration 4F (28064.660000 sec): 3 clusters
  Score: Raw -298436.794499 + Penalty 2691.971325 = -295744.823174
  nChanged 183
		SP:Iteration 5Q (28064.820000 sec): 3 clusters
  Score: Raw -298563.119829 + Penalty 2691.971325 = -295871.148504
  nChanged 145
		SP:Iteration 6Q (28064.980000 sec): 3 clusters
  Score: Raw -298680.858200 + Penalty 2691.971325 = -295988.886874
  nChanged 158
		SP:Iteration 7Q (28065.140000 sec): 3 clusters
  Score: Raw -298803.103104 + Penalty 2691.971325 = -296111.131779
  nChanged 131
		SP:Iteration 8Q (28065.290000 sec): 3 clusters
  Score: Raw -298886.669140 + Penalty 2691.971325 = -296194.697815
  nChanged 100
		SP:Iteration 9Q (28065.450000 sec): 3 clusters
  Score: Raw -298939.135352 + Penalty 2691.971325 = -296247.164027
  nChanged 70
		SP:Iteration 10Q (28065.610000 sec): 3 clusters
  Score: Raw -298969.944666 + Penalty 2691.971325 = -296277.973341
  nChanged 45
		SP:Iteration 11Q (28065.760000 sec): 3 clusters
  Score: Raw -298987.767512 + Penalty 2691.971325 = -296295.796187
  nChanged 29
		SP:Iteration 12Q (28065.920000 sec): 3 clusters
  Score: Raw -298995.586215 + Penalty 2691.971325 = -296303.614890
  nChanged 19
		SP:Iteration 13Q (28066.080000 sec): 3 clusters
  Score: Raw -299001.214661 + Penalty 2691.971325 = -296309.243336
  nChanged 17
		SP:Iteration 14Q (28066.240000 sec): 3 clusters
  Score: Raw -299005.857512 + Penalty 2691.971325 = -296313.886187
  nChanged 11
		SP:Iteration 15Q (28066.400000 sec): 3 clusters
  Score: Raw -299008.794177 + Penalty 2691.971325 = -296316.822852
  nChanged 5
		SP:Iteration 16Q (28066.550000 sec): 3 clusters
  Score: Raw -299010.603622 + Penalty 2691.971325 = -296318.632297
  nChanged 8
		SP:Iteration 17Q (28066.710000 sec): 3 clusters
  Score: Raw -299012.675680 + Penalty 2691.971325 = -296320.704355
  nChanged 4
		SP:Iteration 18Q (28066.870000 sec): 3 clusters
  Score: Raw -299013.897244 + Penalty 2691.971325 = -296321.925919
  nChanged 0
		SP:Iteration 19F (28067.020000 sec): 3 clusters
  Score: Raw -299013.897244 + Penalty 2691.971325 = -296321.925919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28067.100000 sec): 2 clusters
  Score: Raw -38420.862085 + Penalty 1065.245495 = -37355.616590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28067.260000 sec): 3 clusters
  Score: Raw -38319.174955 + Penalty 2130.490990 = -36188.683965
  nChanged 201
		SP:Iteration 1F (28067.420000 sec): 3 clusters
  Score: Raw -38664.421329 + Penalty 2130.490990 = -36533.930339
  nChanged 56
		SP:Iteration 2F (28067.580000 sec): 3 clusters
  Score: Raw -38766.472012 + Penalty 2130.490990 = -36635.981022
  nChanged 31
		SP:Iteration 3Q (28067.730000 sec): 3 clusters
  Score: Raw -38817.240066 + Penalty 2130.490990 = -36686.749076
  nChanged 13
		SP:Iteration 4Q (28067.890000 sec): 3 clusters
  Score: Raw -38844.159338 + Penalty 2130.490990 = -36713.668348
  nChanged 8
		SP:Iteration 5Q (28068.050000 sec): 3 clusters
  Score: Raw -38875.179532 + Penalty 2130.490990 = -36744.688542
  nChanged 15
		SP:Iteration 6Q (28068.200000 sec): 3 clusters
  Score: Raw -38896.168142 + Penalty 2130.490990 = -36765.677152
  nChanged 12
		SP:Iteration 7Q (28068.360000 sec): 3 clusters
  Score: Raw -38913.006812 + Penalty 2130.490990 = -36782.515822
  nChanged 5
		SP:Iteration 8Q (28068.570000 sec): 3 clusters
  Score: Raw -38918.297268 + Penalty 2130.490990 = -36787.806279
  nChanged 4
		SP:Iteration 9Q (28068.800000 sec): 3 clusters
  Score: Raw -38922.435208 + Penalty 2130.490990 = -36791.944218
  nChanged 4
		SP:Iteration 10Q (28069.020000 sec): 3 clusters
  Score: Raw -38936.050126 + Penalty 2130.490990 = -36805.559136
  nChanged 2
		SP:Iteration 11Q (28069.310000 sec): 3 clusters
  Score: Raw -38942.523017 + Penalty 2130.490990 = -36812.032027
  nChanged 3
		SP:Iteration 12Q (28069.490000 sec): 3 clusters
  Score: Raw -38945.229919 + Penalty 2130.490990 = -36814.738929
  nChanged 1
		SP:Iteration 13Q (28069.660000 sec): 3 clusters
  Score: Raw -38945.524565 + Penalty 2130.490990 = -36815.033575
  nChanged 1
		SP:Iteration 14Q (28069.790000 sec): 3 clusters
  Score: Raw -38945.827293 + Penalty 2130.490990 = -36815.336303
  nChanged 0
		SP:Iteration 15F (28069.940000 sec): 3 clusters
  Score: Raw -38945.827293 + Penalty 2130.490990 = -36815.336303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28070.060000 sec): 2 clusters
  Score: Raw -411749.774542 + Penalty 1382.279348 = -410367.495194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28070.250000 sec): 3 clusters
  Score: Raw -409098.744640 + Penalty 2764.558696 = -406334.185945
  nChanged 2052
		SP:Iteration 1F (28070.410000 sec): 3 clusters
  Score: Raw -410241.838610 + Penalty 2764.558696 = -407477.279914
  nChanged 360
		SP:Iteration 2F (28070.560000 sec): 3 clusters
  Score: Raw -410429.061311 + Penalty 2764.558696 = -407664.502616
  nChanged 222
		SP:Iteration 3Q (28070.720000 sec): 3 clusters
  Score: Raw -410521.375380 + Penalty 2764.558696 = -407756.816684
  nChanged 160
		SP:Iteration 4Q (28070.880000 sec): 3 clusters
  Score: Raw -410580.176685 + Penalty 2764.558696 = -407815.617989
  nChanged 125
		SP:Iteration 5Q (28071.040000 sec): 3 clusters
  Score: Raw -410629.804830 + Penalty 2764.558696 = -407865.246134
  nChanged 114
		SP:Iteration 6Q (28071.200000 sec): 3 clusters
  Score: Raw -410674.511898 + Penalty 2764.558696 = -407909.953202
  nChanged 113
		SP:Iteration 7Q (28071.350000 sec): 3 clusters
  Score: Raw -410707.654902 + Penalty 2764.558696 = -407943.096207
  nChanged 83
		SP:Iteration 8Q (28071.510000 sec): 3 clusters
  Score: Raw -410734.591289 + Penalty 2764.558696 = -407970.032594
  nChanged 69
		SP:Iteration 9Q (28071.670000 sec): 3 clusters
  Score: Raw -410755.425795 + Penalty 2764.558696 = -407990.867099
  nChanged 61
		SP:Iteration 10Q (28071.880000 sec): 3 clusters
  Score: Raw -410773.042561 + Penalty 2764.558696 = -408008.483865
  nChanged 60
		SP:Iteration 11Q (28072.100000 sec): 3 clusters
  Score: Raw -410790.902592 + Penalty 2764.558696 = -408026.343896
  nChanged 59
		SP:Iteration 12Q (28072.290000 sec): 3 clusters
  Score: Raw -410807.625983 + Penalty 2764.558696 = -408043.067288
  nChanged 58
		SP:Iteration 13Q (28072.460000 sec): 3 clusters
  Score: Raw -410828.497729 + Penalty 2764.558696 = -408063.939033
  nChanged 77
		SP:Iteration 14Q (28072.680000 sec): 3 clusters
  Score: Raw -410856.643445 + Penalty 2764.558696 = -408092.084750
  nChanged 81
		SP:Iteration 15Q (28072.880000 sec): 3 clusters
  Score: Raw -410888.209565 + Penalty 2764.558696 = -408123.650869
  nChanged 83
		SP:Iteration 16Q (28073.050000 sec): 3 clusters
  Score: Raw -410917.032042 + Penalty 2764.558696 = -408152.473347
  nChanged 71
		SP:Iteration 17Q (28073.230000 sec): 3 clusters
  Score: Raw -410948.493125 + Penalty 2764.558696 = -408183.934429
  nChanged 84
		SP:Iteration 18Q (28073.410000 sec): 3 clusters
  Score: Raw -410979.420820 + Penalty 2764.558696 = -408214.862124
  nChanged 78
		SP:Iteration 19Q (28073.680000 sec): 3 clusters
  Score: Raw -411014.766881 + Penalty 2764.558696 = -408250.208186
  nChanged 91
		SP:Iteration 20F (28073.840000 sec): 3 clusters
  Score: Raw -411056.995592 + Penalty 2764.558696 = -408292.436897
  nChanged 100
		SP:Iteration 21Q (28074.000000 sec): 3 clusters
  Score: Raw -411105.106791 + Penalty 2764.558696 = -408340.548095
  nChanged 106
		SP:Iteration 22Q (28074.230000 sec): 3 clusters
  Score: Raw -411158.464354 + Penalty 2764.558696 = -408393.905658
  nChanged 106
		SP:Iteration 23Q (28074.430000 sec): 3 clusters
  Score: Raw -411215.162113 + Penalty 2764.558696 = -408450.603417
  nChanged 121
		SP:Iteration 24Q (28074.640000 sec): 3 clusters
  Score: Raw -411284.167440 + Penalty 2764.558696 = -408519.608744
  nChanged 118
		SP:Iteration 25Q (28074.820000 sec): 3 clusters
  Score: Raw -411358.987903 + Penalty 2764.558696 = -408594.429208
  nChanged 109
		SP:Iteration 26Q (28074.980000 sec): 3 clusters
  Score: Raw -411441.063910 + Penalty 2764.558696 = -408676.505214
  nChanged 95
		SP:Iteration 27Q (28075.140000 sec): 3 clusters
  Score: Raw -411512.561936 + Penalty 2764.558696 = -408748.003240
  nChanged 100
		SP:Iteration 28Q (28075.300000 sec): 3 clusters
  Score: Raw -411581.965376 + Penalty 2764.558696 = -408817.406681
  nChanged 88
		SP:Iteration 29Q (28075.540000 sec): 3 clusters
  Score: Raw -411644.366188 + Penalty 2764.558696 = -408879.807492
  nChanged 75
		SP:Iteration 30Q (28075.760000 sec): 3 clusters
  Score: Raw -411693.565917 + Penalty 2764.558696 = -408929.007221
  nChanged 58
		SP:Iteration 31Q (28075.950000 sec): 3 clusters
  Score: Raw -411731.313335 + Penalty 2764.558696 = -408966.754639
  nChanged 51
		SP:Iteration 32Q (28076.160000 sec): 3 clusters
  Score: Raw -411765.600047 + Penalty 2764.558696 = -409001.041351
  nChanged 49
		SP:Iteration 33Q (28076.330000 sec): 3 clusters
  Score: Raw -411794.901875 + Penalty 2764.558696 = -409030.343179
  nChanged 49
		SP:Iteration 34Q (28076.520000 sec): 3 clusters
  Score: Raw -411825.137931 + Penalty 2764.558696 = -409060.579235
  nChanged 35
		SP:Iteration 35Q (28076.710000 sec): 3 clusters
  Score: Raw -411850.672916 + Penalty 2764.558696 = -409086.114220
  nChanged 29
		SP:Iteration 36Q (28076.900000 sec): 3 clusters
  Score: Raw -411869.356160 + Penalty 2764.558696 = -409104.797465
  nChanged 29
		SP:Iteration 37Q (28077.100000 sec): 3 clusters
  Score: Raw -411888.943847 + Penalty 2764.558696 = -409124.385151
  nChanged 24
		SP:Iteration 38Q (28077.320000 sec): 3 clusters
  Score: Raw -411905.390318 + Penalty 2764.558696 = -409140.831622
  nChanged 17
		SP:Iteration 39Q (28077.500000 sec): 3 clusters
  Score: Raw -411913.822962 + Penalty 2764.558696 = -409149.264266
  nChanged 12
		SP:Iteration 40F (28077.730000 sec): 3 clusters
  Score: Raw -411920.326618 + Penalty 2764.558696 = -409155.767922
  nChanged 9
		SP:Iteration 41Q (28077.880000 sec): 3 clusters
  Score: Raw -411927.372033 + Penalty 2764.558696 = -409162.813338
  nChanged 11
		SP:Iteration 42Q (28078.080000 sec): 3 clusters
  Score: Raw -411933.242173 + Penalty 2764.558696 = -409168.683478
  nChanged 8
		SP:Iteration 43Q (28078.260000 sec): 3 clusters
  Score: Raw -411939.696693 + Penalty 2764.558696 = -409175.137997
  nChanged 9
		SP:Iteration 44Q (28078.480000 sec): 3 clusters
  Score: Raw -411945.316010 + Penalty 2764.558696 = -409180.757314
  nChanged 6
		SP:Iteration 45Q (28078.690000 sec): 3 clusters
  Score: Raw -411949.542996 + Penalty 2764.558696 = -409184.984300
  nChanged 4
		SP:Iteration 46Q (28078.870000 sec): 3 clusters
  Score: Raw -411951.689549 + Penalty 2764.558696 = -409187.130853
  nChanged 4
		SP:Iteration 47Q (28079.050000 sec): 3 clusters
  Score: Raw -411954.854456 + Penalty 2764.558696 = -409190.295760
  nChanged 3
		SP:Iteration 48Q (28079.250000 sec): 3 clusters
  Score: Raw -411958.209144 + Penalty 2764.558696 = -409193.650449
  nChanged 5
		SP:Iteration 49Q (28079.500000 sec): 3 clusters
  Score: Raw -411962.312147 + Penalty 2764.558696 = -409197.753451
  nChanged 4
		SP:Iteration 50Q (28079.710000 sec): 3 clusters
  Score: Raw -411964.972995 + Penalty 2764.558696 = -409200.414300
  nChanged 5
		SP:Iteration 51Q (28079.950000 sec): 3 clusters
  Score: Raw -411967.622643 + Penalty 2764.558696 = -409203.063948
  nChanged 3
		SP:Iteration 52Q (28080.150000 sec): 3 clusters
  Score: Raw -411968.932987 + Penalty 2764.558696 = -409204.374291
  nChanged 2
		SP:Iteration 53Q (28080.370000 sec): 3 clusters
  Score: Raw -411970.433788 + Penalty 2764.558696 = -409205.875093
  nChanged 1
		SP:Iteration 54Q (28080.570000 sec): 3 clusters
  Score: Raw -411971.478289 + Penalty 2764.558696 = -409206.919594
  nChanged 3
		SP:Iteration 55Q (28080.790000 sec): 3 clusters
  Score: Raw -411973.270321 + Penalty 2764.558696 = -409208.711625
  nChanged 1
		SP:Iteration 56Q (28081.020000 sec): 3 clusters
  Score: Raw -411974.864071 + Penalty 2764.558696 = -409210.305376
  nChanged 3
		SP:Iteration 57Q (28081.250000 sec): 3 clusters
  Score: Raw -411976.636036 + Penalty 2764.558696 = -409212.077341
  nChanged 2
		SP:Iteration 58Q (28081.390000 sec): 3 clusters
  Score: Raw -411977.847717 + Penalty 2764.558696 = -409213.289021
  nChanged 2
		SP:Iteration 59Q (28081.620000 sec): 3 clusters
  Score: Raw -411978.797522 + Penalty 2764.558696 = -409214.238826
  nChanged 2
		SP:Iteration 60F (28081.780000 sec): 3 clusters
  Score: Raw -411980.419738 + Penalty 2764.558696 = -409215.861042
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (16290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28081.990000 sec): 2 clusters
  Score: Raw -1332711.725330 + Penalty 1575.974839 = -1331135.750491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28082.270000 sec): 3 clusters
  Score: Raw -1323068.479144 + Penalty 3151.949678 = -1319916.529466
  nChanged 7230
		SP:Iteration 1F (28082.500000 sec): 3 clusters
  Score: Raw -1327120.971770 + Penalty 3151.949678 = -1323969.022092
  nChanged 919
		SP:Iteration 2F (28082.780000 sec): 3 clusters
  Score: Raw -1327503.525425 + Penalty 3151.949678 = -1324351.575747
  nChanged 822
		SP:Iteration 3F (28083.040000 sec): 3 clusters
  Score: Raw -1327871.089242 + Penalty 3151.949678 = -1324719.139564
  nChanged 794
		SP:Iteration 4Q (28083.290000 sec): 3 clusters
  Score: Raw -1328250.634635 + Penalty 3151.949678 = -1325098.684957
  nChanged 741
		SP:Iteration 5Q (28083.560000 sec): 3 clusters
  Score: Raw -1328602.645286 + Penalty 3151.949678 = -1325450.695608
  nChanged 697
		SP:Iteration 6Q (28083.890000 sec): 3 clusters
  Score: Raw -1328983.357796 + Penalty 3151.949678 = -1325831.408118
  nChanged 725
		SP:Iteration 7Q (28084.160000 sec): 3 clusters
  Score: Raw -1329408.871710 + Penalty 3151.949678 = -1326256.922032
  nChanged 710
		SP:Iteration 8Q (28084.450000 sec): 3 clusters
  Score: Raw -1329845.111974 + Penalty 3151.949678 = -1326693.162296
  nChanged 644
		SP:Iteration 9Q (28084.790000 sec): 3 clusters
  Score: Raw -1330229.631007 + Penalty 3151.949678 = -1327077.681329
  nChanged 525
		SP:Iteration 10Q (28085.090000 sec): 3 clusters
  Score: Raw -1330509.283197 + Penalty 3151.949678 = -1327357.333518
  nChanged 459
		SP:Iteration 11Q (28085.410000 sec): 3 clusters
  Score: Raw -1330735.502305 + Penalty 3151.949678 = -1327583.552627
  nChanged 413
		SP:Iteration 12Q (28085.650000 sec): 3 clusters
  Score: Raw -1330927.244145 + Penalty 3151.949678 = -1327775.294467
  nChanged 352
		SP:Iteration 13Q (28085.910000 sec): 3 clusters
  Score: Raw -1331079.817569 + Penalty 3151.949678 = -1327927.867891
  nChanged 318
		SP:Iteration 14Q (28086.180000 sec): 3 clusters
  Score: Raw -1331212.508178 + Penalty 3151.949678 = -1328060.558500
  nChanged 283
		SP:Iteration 15Q (28086.410000 sec): 3 clusters
  Score: Raw -1331331.433396 + Penalty 3151.949678 = -1328179.483718
  nChanged 282
		SP:Iteration 16Q (28086.690000 sec): 3 clusters
  Score: Raw -1331462.888508 + Penalty 3151.949678 = -1328310.938830
  nChanged 272
		SP:Iteration 17Q (28087.000000 sec): 3 clusters
  Score: Raw -1331598.747477 + Penalty 3151.949678 = -1328446.797799
  nChanged 278
		SP:Iteration 18Q (28087.310000 sec): 3 clusters
  Score: Raw -1331736.190756 + Penalty 3151.949678 = -1328584.241078
  nChanged 255
		SP:Iteration 19Q (28087.570000 sec): 3 clusters
  Score: Raw -1331859.758618 + Penalty 3151.949678 = -1328707.808940
  nChanged 238
		SP:Iteration 20F (28087.870000 sec): 3 clusters
  Score: Raw -1331981.825686 + Penalty 3151.949678 = -1328829.876008
  nChanged 233
		SP:Iteration 21Q (28088.190000 sec): 3 clusters
  Score: Raw -1332106.911089 + Penalty 3151.949678 = -1328954.961411
  nChanged 212
		SP:Iteration 22Q (28088.500000 sec): 3 clusters
  Score: Raw -1332223.851474 + Penalty 3151.949678 = -1329071.901796
  nChanged 178
		SP:Iteration 23Q (28088.810000 sec): 3 clusters
  Score: Raw -1332340.024204 + Penalty 3151.949678 = -1329188.074526
  nChanged 164
		SP:Iteration 24Q (28089.010000 sec): 3 clusters
  Score: Raw -1332441.644729 + Penalty 3151.949678 = -1329289.695051
  nChanged 126
		SP:Iteration 25Q (28089.280000 sec): 3 clusters
  Score: Raw -1332525.403953 + Penalty 3151.949678 = -1329373.454275
  nChanged 100
		SP:Iteration 26Q (28089.530000 sec): 3 clusters
  Score: Raw -1332595.415729 + Penalty 3151.949678 = -1329443.466051
  nChanged 103
		SP:Iteration 27Q (28089.820000 sec): 3 clusters
  Score: Raw -1332670.865735 + Penalty 3151.949678 = -1329518.916057
  nChanged 76
		SP:Iteration 28Q (28090.020000 sec): 3 clusters
  Score: Raw -1332732.646028 + Penalty 3151.949678 = -1329580.696350
  nChanged 70
		SP:Iteration 29Q (28090.300000 sec): 3 clusters
  Score: Raw -1332785.783376 + Penalty 3151.949678 = -1329633.833698
  nChanged 47
		SP:Iteration 30Q (28090.560000 sec): 3 clusters
  Score: Raw -1332821.108852 + Penalty 3151.949678 = -1329669.159174
  nChanged 37
		SP:Iteration 31Q (28090.820000 sec): 3 clusters
  Score: Raw -1332851.190130 + Penalty 3151.949678 = -1329699.240452
  nChanged 19
		SP:Iteration 32Q (28091.060000 sec): 3 clusters
  Score: Raw -1332864.046083 + Penalty 3151.949678 = -1329712.096405
  nChanged 12
		SP:Iteration 33Q (28091.300000 sec): 3 clusters
  Score: Raw -1332874.377759 + Penalty 3151.949678 = -1329722.428081
  nChanged 16
		SP:Iteration 34Q (28091.530000 sec): 3 clusters
  Score: Raw -1332890.202873 + Penalty 3151.949678 = -1329738.253195
  nChanged 9
		SP:Iteration 35Q (28091.820000 sec): 3 clusters
  Score: Raw -1332897.870076 + Penalty 3151.949678 = -1329745.920398
  nChanged 5
		SP:Iteration 36Q (28092.090000 sec): 3 clusters
  Score: Raw -1332901.927791 + Penalty 3151.949678 = -1329749.978113
  nChanged 4
		SP:Iteration 37Q (28092.380000 sec): 3 clusters
  Score: Raw -1332905.190095 + Penalty 3151.949678 = -1329753.240417
  nChanged 3
		SP:Iteration 38Q (28092.610000 sec): 3 clusters
  Score: Raw -1332908.512543 + Penalty 3151.949678 = -1329756.562865
  nChanged 1
		SP:Iteration 39Q (28092.930000 sec): 3 clusters
  Score: Raw -1332908.829083 + Penalty 3151.949678 = -1329756.879405
  nChanged 0
		SP:Iteration 40F (28093.260000 sec): 3 clusters
  Score: Raw -1332908.829083 + Penalty 3151.949678 = -1329756.879405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28093.380000 sec): 2 clusters
  Score: Raw -81999.999769 + Penalty 1155.620719 = -80844.379050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28093.600000 sec): 3 clusters
  Score: Raw -81568.944930 + Penalty 2311.241438 = -79257.703492
  nChanged 416
		SP:Iteration 1F (28093.840000 sec): 3 clusters
  Score: Raw -82070.388863 + Penalty 2311.241438 = -79759.147425
  nChanged 132
		SP:Iteration 2F (28093.980000 sec): 3 clusters
  Score: Raw -82323.624974 + Penalty 2311.241438 = -80012.383537
  nChanged 95
		SP:Iteration 3F (28094.190000 sec): 3 clusters
  Score: Raw -82456.712833 + Penalty 2311.241438 = -80145.471395
  nChanged 47
		SP:Iteration 4Q (28094.350000 sec): 3 clusters
  Score: Raw -82514.264759 + Penalty 2311.241438 = -80203.023322
  nChanged 33
		SP:Iteration 5Q (28094.560000 sec): 3 clusters
  Score: Raw -82558.337861 + Penalty 2311.241438 = -80247.096423
  nChanged 28
		SP:Iteration 6Q (28094.750000 sec): 3 clusters
  Score: Raw -82596.313090 + Penalty 2311.241438 = -80285.071652
  nChanged 21
		SP:Iteration 7Q (28094.960000 sec): 3 clusters
  Score: Raw -82617.306884 + Penalty 2311.241438 = -80306.065446
  nChanged 16
		SP:Iteration 8Q (28095.150000 sec): 3 clusters
  Score: Raw -82635.530653 + Penalty 2311.241438 = -80324.289215
  nChanged 5
		SP:Iteration 9Q (28095.360000 sec): 3 clusters
  Score: Raw -82640.575769 + Penalty 2311.241438 = -80329.334331
  nChanged 6
		SP:Iteration 10Q (28095.560000 sec): 3 clusters
  Score: Raw -82647.326612 + Penalty 2311.241438 = -80336.085174
  nChanged 5
		SP:Iteration 11Q (28095.730000 sec): 3 clusters
  Score: Raw -82651.989120 + Penalty 2311.241438 = -80340.747682
  nChanged 5
		SP:Iteration 12Q (28095.900000 sec): 3 clusters
  Score: Raw -82655.993997 + Penalty 2311.241438 = -80344.752559
  nChanged 4
		SP:Iteration 13Q (28096.100000 sec): 3 clusters
  Score: Raw -82658.607740 + Penalty 2311.241438 = -80347.366302
  nChanged 1
		SP:Iteration 14Q (28096.270000 sec): 3 clusters
  Score: Raw -82658.857356 + Penalty 2311.241438 = -80347.615918
  nChanged 1
		SP:Iteration 15Q (28096.460000 sec): 3 clusters
  Score: Raw -82659.194665 + Penalty 2311.241438 = -80347.953227
  nChanged 1
		SP:Iteration 16Q (28096.590000 sec): 3 clusters
  Score: Raw -82659.729062 + Penalty 2311.241438 = -80348.487624
  nChanged 0
		SP:Iteration 17F (28096.810000 sec): 3 clusters
  Score: Raw -82659.729062 + Penalty 2311.241438 = -80348.487624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28096.930000 sec): 2 clusters
  Score: Raw -187076.918662 + Penalty 1265.786367 = -185811.132295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28097.140000 sec): 3 clusters
  Score: Raw -186033.612846 + Penalty 2531.572734 = -183502.040112
  nChanged 830
		SP:Iteration 1F (28097.260000 sec): 3 clusters
  Score: Raw -186597.191830 + Penalty 2531.572734 = -184065.619096
  nChanged 185
		SP:Iteration 2F (28097.450000 sec): 3 clusters
  Score: Raw -186715.206303 + Penalty 2531.572734 = -184183.633569
  nChanged 100
		SP:Iteration 3Q (28097.660000 sec): 3 clusters
  Score: Raw -186779.563423 + Penalty 2531.572734 = -184247.990689
  nChanged 70
		SP:Iteration 4Q (28097.870000 sec): 3 clusters
  Score: Raw -186816.059546 + Penalty 2531.572734 = -184284.486812
  nChanged 50
		SP:Iteration 5Q (28098.010000 sec): 3 clusters
  Score: Raw -186841.290506 + Penalty 2531.572734 = -184309.717772
  nChanged 34
		SP:Iteration 6Q (28098.180000 sec): 3 clusters
  Score: Raw -186864.035319 + Penalty 2531.572734 = -184332.462585
  nChanged 45
		SP:Iteration 7Q (28098.410000 sec): 3 clusters
  Score: Raw -186885.652047 + Penalty 2531.572734 = -184354.079313
  nChanged 36
		SP:Iteration 8Q (28098.560000 sec): 3 clusters
  Score: Raw -186903.018384 + Penalty 2531.572734 = -184371.445650
  nChanged 30
		SP:Iteration 9Q (28098.730000 sec): 3 clusters
  Score: Raw -186918.606939 + Penalty 2531.572734 = -184387.034205
  nChanged 25
		SP:Iteration 10Q (28098.900000 sec): 3 clusters
  Score: Raw -186928.513806 + Penalty 2531.572734 = -184396.941072
  nChanged 23
		SP:Iteration 11Q (28099.100000 sec): 3 clusters
  Score: Raw -186943.960221 + Penalty 2531.572734 = -184412.387487
  nChanged 31
		SP:Iteration 12Q (28099.260000 sec): 3 clusters
  Score: Raw -186964.809546 + Penalty 2531.572734 = -184433.236812
  nChanged 31
		SP:Iteration 13Q (28099.440000 sec): 3 clusters
  Score: Raw -186987.451441 + Penalty 2531.572734 = -184455.878707
  nChanged 30
		SP:Iteration 14Q (28099.520000 sec): 3 clusters
  Score: Raw -187014.181771 + Penalty 2531.572734 = -184482.609037
  nChanged 39
		SP:Iteration 15Q (28099.680000 sec): 3 clusters
  Score: Raw -187038.486514 + Penalty 2531.572734 = -184506.913780
  nChanged 38
		SP:Iteration 16Q (28099.830000 sec): 3 clusters
  Score: Raw -187062.892616 + Penalty 2531.572734 = -184531.319882
  nChanged 41
		SP:Iteration 17Q (28100.030000 sec): 3 clusters
  Score: Raw -187082.177255 + Penalty 2531.572734 = -184550.604521
  nChanged 29
		SP:Iteration 18Q (28100.190000 sec): 3 clusters
  Score: Raw -187098.785013 + Penalty 2531.572734 = -184567.212279
  nChanged 34
		SP:Iteration 19Q (28100.340000 sec): 3 clusters
  Score: Raw -187117.670889 + Penalty 2531.572734 = -184586.098155
  nChanged 33
		SP:Iteration 20F (28100.500000 sec): 3 clusters
  Score: Raw -187133.582852 + Penalty 2531.572734 = -184602.010118
  nChanged 32
		SP:Iteration 21Q (28100.660000 sec): 3 clusters
  Score: Raw -187157.705964 + Penalty 2531.572734 = -184626.133230
  nChanged 39
		SP:Iteration 22Q (28100.820000 sec): 3 clusters
  Score: Raw -187183.106981 + Penalty 2531.572734 = -184651.534247
  nChanged 32
		SP:Iteration 23Q (28100.980000 sec): 3 clusters
  Score: Raw -187204.561751 + Penalty 2531.572734 = -184672.989017
  nChanged 39
		SP:Iteration 24Q (28101.130000 sec): 3 clusters
  Score: Raw -187232.800887 + Penalty 2531.572734 = -184701.228153
  nChanged 37
		SP:Iteration 25Q (28101.290000 sec): 3 clusters
  Score: Raw -187257.940929 + Penalty 2531.572734 = -184726.368195
  nChanged 39
		SP:Iteration 26Q (28101.450000 sec): 3 clusters
  Score: Raw -187296.210297 + Penalty 2531.572734 = -184764.637563
  nChanged 39
		SP:Iteration 27Q (28101.600000 sec): 3 clusters
  Score: Raw -187326.924895 + Penalty 2531.572734 = -184795.352161
  nChanged 38
		SP:Iteration 28Q (28101.760000 sec): 3 clusters
  Score: Raw -187357.151291 + Penalty 2531.572734 = -184825.578557
  nChanged 33
		SP:Iteration 29Q (28101.920000 sec): 3 clusters
  Score: Raw -187373.477669 + Penalty 2531.572734 = -184841.904935
  nChanged 24
		SP:Iteration 30Q (28102.080000 sec): 3 clusters
  Score: Raw -187384.227749 + Penalty 2531.572734 = -184852.655015
  nChanged 18
		SP:Iteration 31Q (28102.240000 sec): 3 clusters
  Score: Raw -187396.982110 + Penalty 2531.572734 = -184865.409376
  nChanged 17
		SP:Iteration 32Q (28102.390000 sec): 3 clusters
  Score: Raw -187405.766084 + Penalty 2531.572734 = -184874.193350
  nChanged 14
		SP:Iteration 33Q (28102.550000 sec): 3 clusters
  Score: Raw -187410.808224 + Penalty 2531.572734 = -184879.235490
  nChanged 7
		SP:Iteration 34Q (28102.700000 sec): 3 clusters
  Score: Raw -187412.796895 + Penalty 2531.572734 = -184881.224161
  nChanged 0
		SP:Iteration 35F (28102.860000 sec): 3 clusters
  Score: Raw -187412.796895 + Penalty 2531.572734 = -184881.224161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28102.980000 sec): 2 clusters
  Score: Raw -135665.380362 + Penalty 1232.690684 = -134432.689679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28103.140000 sec): 3 clusters
  Score: Raw -134821.864813 + Penalty 2465.381367 = -132356.483446
  nChanged 712
		SP:Iteration 1F (28103.280000 sec): 3 clusters
  Score: Raw -135461.893174 + Penalty 2465.381367 = -132996.511807
  nChanged 219
		SP:Iteration 2F (28103.390000 sec): 3 clusters
  Score: Raw -135709.176560 + Penalty 2465.381367 = -133243.795193
  nChanged 148
		SP:Iteration 3F (28103.560000 sec): 3 clusters
  Score: Raw -135861.835381 + Penalty 2465.381367 = -133396.454014
  nChanged 90
		SP:Iteration 4Q (28103.710000 sec): 3 clusters
  Score: Raw -135963.676319 + Penalty 2465.381367 = -133498.294952
  nChanged 86
		SP:Iteration 5Q (28103.860000 sec): 3 clusters
  Score: Raw -136066.527138 + Penalty 2465.381367 = -133601.145771
  nChanged 68
		SP:Iteration 6Q (28104.020000 sec): 3 clusters
  Score: Raw -136150.686116 + Penalty 2465.381367 = -133685.304749
  nChanged 61
		SP:Iteration 7Q (28104.180000 sec): 3 clusters
  Score: Raw -136232.572532 + Penalty 2465.381367 = -133767.191165
  nChanged 57
		SP:Iteration 8Q (28104.340000 sec): 3 clusters
  Score: Raw -136305.667145 + Penalty 2465.381367 = -133840.285778
  nChanged 56
		SP:Iteration 9Q (28104.500000 sec): 3 clusters
  Score: Raw -136364.122759 + Penalty 2465.381367 = -133898.741392
  nChanged 44
		SP:Iteration 10Q (28104.650000 sec): 3 clusters
  Score: Raw -136409.466797 + Penalty 2465.381367 = -133944.085430
  nChanged 28
		SP:Iteration 11Q (28104.810000 sec): 3 clusters
  Score: Raw -136441.016868 + Penalty 2465.381367 = -133975.635501
  nChanged 31
		SP:Iteration 12Q (28104.970000 sec): 3 clusters
  Score: Raw -136465.177478 + Penalty 2465.381367 = -133999.796111
  nChanged 24
		SP:Iteration 13Q (28105.120000 sec): 3 clusters
  Score: Raw -136482.159034 + Penalty 2465.381367 = -134016.777667
  nChanged 13
		SP:Iteration 14Q (28105.280000 sec): 3 clusters
  Score: Raw -136491.080104 + Penalty 2465.381367 = -134025.698737
  nChanged 6
		SP:Iteration 15Q (28105.440000 sec): 3 clusters
  Score: Raw -136495.688489 + Penalty 2465.381367 = -134030.307122
  nChanged 5
		SP:Iteration 16Q (28105.600000 sec): 3 clusters
  Score: Raw -136499.158246 + Penalty 2465.381367 = -134033.776879
  nChanged 2
		SP:Iteration 17Q (28105.760000 sec): 3 clusters
  Score: Raw -136500.110526 + Penalty 2465.381367 = -134034.729159
  nChanged 1
		SP:Iteration 18Q (28105.910000 sec): 3 clusters
  Score: Raw -136500.827917 + Penalty 2465.381367 = -134035.446550
  nChanged 1
		SP:Iteration 19Q (28106.070000 sec): 3 clusters
  Score: Raw -136501.255595 + Penalty 2465.381367 = -134035.874228
  nChanged 0
		SP:Iteration 20F (28106.230000 sec): 3 clusters
  Score: Raw -136501.255595 + Penalty 2465.381367 = -134035.874228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28106.340000 sec): 2 clusters
  Score: Raw -359742.465506 + Penalty 1372.006348 = -358370.459158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28106.510000 sec): 3 clusters
  Score: Raw -357404.390792 + Penalty 2744.012696 = -354660.378095
  nChanged 1892
		SP:Iteration 1F (28106.660000 sec): 3 clusters
  Score: Raw -358508.665787 + Penalty 2744.012696 = -355764.653091
  nChanged 388
		SP:Iteration 2F (28106.820000 sec): 3 clusters
  Score: Raw -358797.550492 + Penalty 2744.012696 = -356053.537796
  nChanged 314
		SP:Iteration 3F (28106.980000 sec): 3 clusters
  Score: Raw -359016.370447 + Penalty 2744.012696 = -356272.357751
  nChanged 283
		SP:Iteration 4F (28107.140000 sec): 3 clusters
  Score: Raw -359246.856515 + Penalty 2744.012696 = -356502.843819
  nChanged 254
		SP:Iteration 5F (28107.320000 sec): 3 clusters
  Score: Raw -359449.184694 + Penalty 2744.012696 = -356705.171998
  nChanged 243
		SP:Iteration 6F (28107.500000 sec): 3 clusters
  Score: Raw -359622.331356 + Penalty 2744.012696 = -356878.318660
  nChanged 181
		SP:Iteration 7Q (28107.650000 sec): 3 clusters
  Score: Raw -359744.926266 + Penalty 2744.012696 = -357000.913570
  nChanged 148
		SP:Iteration 8Q (28107.840000 sec): 3 clusters
  Score: Raw -359825.045943 + Penalty 2744.012696 = -357081.033247
  nChanged 116
		SP:Iteration 9Q (28107.970000 sec): 3 clusters
  Score: Raw -359877.381086 + Penalty 2744.012696 = -357133.368390
  nChanged 81
		SP:Iteration 10Q (28108.180000 sec): 3 clusters
  Score: Raw -359908.133724 + Penalty 2744.012696 = -357164.121028
  nChanged 59
		SP:Iteration 11Q (28108.310000 sec): 3 clusters
  Score: Raw -359931.631747 + Penalty 2744.012696 = -357187.619051
  nChanged 56
		SP:Iteration 12Q (28108.530000 sec): 3 clusters
  Score: Raw -359952.005370 + Penalty 2744.012696 = -357207.992674
  nChanged 30
		SP:Iteration 13Q (28108.690000 sec): 3 clusters
  Score: Raw -359961.334163 + Penalty 2744.012696 = -357217.321467
  nChanged 36
		SP:Iteration 14Q (28108.880000 sec): 3 clusters
  Score: Raw -359973.028818 + Penalty 2744.012696 = -357229.016122
  nChanged 31
		SP:Iteration 15Q (28109.040000 sec): 3 clusters
  Score: Raw -359982.783029 + Penalty 2744.012696 = -357238.770333
  nChanged 29
		SP:Iteration 16Q (28109.240000 sec): 3 clusters
  Score: Raw -359990.955246 + Penalty 2744.012696 = -357246.942550
  nChanged 26
		SP:Iteration 17Q (28109.430000 sec): 3 clusters
  Score: Raw -359997.371567 + Penalty 2744.012696 = -357253.358871
  nChanged 14
		SP:Iteration 18Q (28109.600000 sec): 3 clusters
  Score: Raw -360000.267192 + Penalty 2744.012696 = -357256.254496
  nChanged 11
		SP:Iteration 19Q (28109.790000 sec): 3 clusters
  Score: Raw -360002.783332 + Penalty 2744.012696 = -357258.770636
  nChanged 10
		SP:Iteration 20F (28110.040000 sec): 3 clusters
  Score: Raw -360006.162589 + Penalty 2744.012696 = -357262.149893
  nChanged 12
		SP:Iteration 21Q (28110.230000 sec): 3 clusters
  Score: Raw -360009.526857 + Penalty 2744.012696 = -357265.514161
  nChanged 12
		SP:Iteration 22Q (28110.460000 sec): 3 clusters
  Score: Raw -360012.124887 + Penalty 2744.012696 = -357268.112191
  nChanged 9
		SP:Iteration 23Q (28110.620000 sec): 3 clusters
  Score: Raw -360013.958444 + Penalty 2744.012696 = -357269.945748
  nChanged 3
		SP:Iteration 24Q (28110.810000 sec): 3 clusters
  Score: Raw -360014.348986 + Penalty 2744.012696 = -357270.336290
  nChanged 0
		SP:Iteration 25F (28110.930000 sec): 3 clusters
  Score: Raw -360014.348986 + Penalty 2744.012696 = -357270.336290
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28111.030000 sec): 2 clusters
  Score: Raw -163697.873032 + Penalty 1241.598122 = -162456.274910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28111.170000 sec): 3 clusters
  Score: Raw -162797.932193 + Penalty 2483.196244 = -160314.735950
  nChanged 764
		SP:Iteration 1F (28111.310000 sec): 3 clusters
  Score: Raw -163285.418166 + Penalty 2483.196244 = -160802.221922
  nChanged 200
		SP:Iteration 2F (28111.440000 sec): 3 clusters
  Score: Raw -163473.669719 + Penalty 2483.196244 = -160990.473476
  nChanged 151
		SP:Iteration 3F (28111.590000 sec): 3 clusters
  Score: Raw -163631.712691 + Penalty 2483.196244 = -161148.516447
  nChanged 133
		SP:Iteration 4F (28111.770000 sec): 3 clusters
  Score: Raw -163810.061349 + Penalty 2483.196244 = -161326.865105
  nChanged 132
		SP:Iteration 5F (28111.920000 sec): 3 clusters
  Score: Raw -163965.135928 + Penalty 2483.196244 = -161481.939684
  nChanged 105
		SP:Iteration 6F (28112.110000 sec): 3 clusters
  Score: Raw -164103.023159 + Penalty 2483.196244 = -161619.826915
  nChanged 112
		SP:Iteration 7F (28112.260000 sec): 3 clusters
  Score: Raw -164250.397659 + Penalty 2483.196244 = -161767.201416
  nChanged 102
		SP:Iteration 8Q (28112.380000 sec): 3 clusters
  Score: Raw -164377.296017 + Penalty 2483.196244 = -161894.099774
  nChanged 70
		SP:Iteration 9Q (28112.520000 sec): 3 clusters
  Score: Raw -164463.088840 + Penalty 2483.196244 = -161979.892597
  nChanged 59
		SP:Iteration 10Q (28112.660000 sec): 3 clusters
  Score: Raw -164540.073301 + Penalty 2483.196244 = -162056.877057
  nChanged 51
		SP:Iteration 11Q (28112.790000 sec): 3 clusters
  Score: Raw -164594.471906 + Penalty 2483.196244 = -162111.275663
  nChanged 30
		SP:Iteration 12Q (28112.950000 sec): 3 clusters
  Score: Raw -164629.919082 + Penalty 2483.196244 = -162146.722839
  nChanged 23
		SP:Iteration 13Q (28113.090000 sec): 3 clusters
  Score: Raw -164648.178255 + Penalty 2483.196244 = -162164.982011
  nChanged 16
		SP:Iteration 14Q (28113.230000 sec): 3 clusters
  Score: Raw -164660.111820 + Penalty 2483.196244 = -162176.915576
  nChanged 14
		SP:Iteration 15Q (28113.400000 sec): 3 clusters
  Score: Raw -164668.311989 + Penalty 2483.196244 = -162185.115745
  nChanged 7
		SP:Iteration 16Q (28113.570000 sec): 3 clusters
  Score: Raw -164672.483973 + Penalty 2483.196244 = -162189.287729
  nChanged 2
		SP:Iteration 17Q (28113.730000 sec): 3 clusters
  Score: Raw -164673.584756 + Penalty 2483.196244 = -162190.388512
  nChanged 1
		SP:Iteration 18Q (28113.880000 sec): 3 clusters
  Score: Raw -164674.626165 + Penalty 2483.196244 = -162191.429922
  nChanged 1
		SP:Iteration 19Q (28114.040000 sec): 3 clusters
  Score: Raw -164675.309006 + Penalty 2483.196244 = -162192.112763
  nChanged 1
		SP:Iteration 20F (28114.210000 sec): 3 clusters
  Score: Raw -164675.584444 + Penalty 2483.196244 = -162192.388201
  nChanged 1
		SP:Iteration 21Q (28114.340000 sec): 3 clusters
  Score: Raw -164675.878397 + Penalty 2483.196244 = -162192.682153
  nChanged 0
		SP:Iteration 22F (28114.570000 sec): 3 clusters
  Score: Raw -164675.878397 + Penalty 2483.196244 = -162192.682153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28114.760000 sec): 2 clusters
  Score: Raw -752170.804978 + Penalty 1479.233901 = -750691.571076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28114.980000 sec): 3 clusters
  Score: Raw -747097.160796 + Penalty 2958.467802 = -744138.692993
  nChanged 3876
		SP:Iteration 1F (28115.130000 sec): 3 clusters
  Score: Raw -749158.009435 + Penalty 2958.467802 = -746199.541632
  nChanged 580
		SP:Iteration 2F (28115.360000 sec): 3 clusters
  Score: Raw -749441.126103 + Penalty 2958.467802 = -746482.658300
  nChanged 528
		SP:Iteration 3F (28115.600000 sec): 3 clusters
  Score: Raw -749722.450398 + Penalty 2958.467802 = -746763.982595
  nChanged 488
		SP:Iteration 4F (28115.780000 sec): 3 clusters
  Score: Raw -749981.290851 + Penalty 2958.467802 = -747022.823049
  nChanged 457
		SP:Iteration 5F (28116.020000 sec): 3 clusters
  Score: Raw -750220.201916 + Penalty 2958.467802 = -747261.734113
  nChanged 420
		SP:Iteration 6Q (28116.220000 sec): 3 clusters
  Score: Raw -750439.359292 + Penalty 2958.467802 = -747480.891489
  nChanged 383
		SP:Iteration 7Q (28116.470000 sec): 3 clusters
  Score: Raw -750634.976322 + Penalty 2958.467802 = -747676.508520
  nChanged 366
		SP:Iteration 8Q (28116.670000 sec): 3 clusters
  Score: Raw -750824.422284 + Penalty 2958.467802 = -747865.954481
  nChanged 309
		SP:Iteration 9Q (28116.910000 sec): 3 clusters
  Score: Raw -750975.716190 + Penalty 2958.467802 = -748017.248387
  nChanged 268
		SP:Iteration 10Q (28117.100000 sec): 3 clusters
  Score: Raw -751093.977056 + Penalty 2958.467802 = -748135.509253
  nChanged 221
		SP:Iteration 11Q (28117.280000 sec): 3 clusters
  Score: Raw -751186.790002 + Penalty 2958.467802 = -748228.322200
  nChanged 183
		SP:Iteration 12Q (28117.480000 sec): 3 clusters
  Score: Raw -751260.389684 + Penalty 2958.467802 = -748301.921881
  nChanged 178
		SP:Iteration 13Q (28117.720000 sec): 3 clusters
  Score: Raw -751336.720588 + Penalty 2958.467802 = -748378.252786
  nChanged 173
		SP:Iteration 14Q (28117.890000 sec): 3 clusters
  Score: Raw -751416.794387 + Penalty 2958.467802 = -748458.326585
  nChanged 156
		SP:Iteration 15Q (28118.120000 sec): 3 clusters
  Score: Raw -751480.876573 + Penalty 2958.467802 = -748522.408770
  nChanged 146
		SP:Iteration 16Q (28118.320000 sec): 3 clusters
  Score: Raw -751528.281957 + Penalty 2958.467802 = -748569.814155
  nChanged 107
		SP:Iteration 17Q (28118.590000 sec): 3 clusters
  Score: Raw -751559.416846 + Penalty 2958.467802 = -748600.949044
  nChanged 81
		SP:Iteration 18Q (28118.820000 sec): 3 clusters
  Score: Raw -751586.591065 + Penalty 2958.467802 = -748628.123263
  nChanged 75
		SP:Iteration 19Q (28118.980000 sec): 3 clusters
  Score: Raw -751607.358293 + Penalty 2958.467802 = -748648.890491
  nChanged 67
		SP:Iteration 20F (28119.200000 sec): 3 clusters
  Score: Raw -751626.789646 + Penalty 2958.467802 = -748668.321844
  nChanged 53
		SP:Iteration 21Q (28119.420000 sec): 3 clusters
  Score: Raw -751644.876905 + Penalty 2958.467802 = -748686.409103
  nChanged 60
		SP:Iteration 22Q (28119.600000 sec): 3 clusters
  Score: Raw -751664.539603 + Penalty 2958.467802 = -748706.071800
  nChanged 57
		SP:Iteration 23Q (28119.790000 sec): 3 clusters
  Score: Raw -751681.936291 + Penalty 2958.467802 = -748723.468488
  nChanged 53
		SP:Iteration 24Q (28120.000000 sec): 3 clusters
  Score: Raw -751697.285156 + Penalty 2958.467802 = -748738.817354
  nChanged 52
		SP:Iteration 25Q (28120.210000 sec): 3 clusters
  Score: Raw -751714.432615 + Penalty 2958.467802 = -748755.964812
  nChanged 54
		SP:Iteration 26Q (28120.420000 sec): 3 clusters
  Score: Raw -751731.262506 + Penalty 2958.467802 = -748772.794704
  nChanged 55
		SP:Iteration 27Q (28120.640000 sec): 3 clusters
  Score: Raw -751748.082495 + Penalty 2958.467802 = -748789.614692
  nChanged 50
		SP:Iteration 28Q (28120.870000 sec): 3 clusters
  Score: Raw -751762.722521 + Penalty 2958.467802 = -748804.254719
  nChanged 43
		SP:Iteration 29Q (28121.120000 sec): 3 clusters
  Score: Raw -751774.828420 + Penalty 2958.467802 = -748816.360618
  nChanged 37
		SP:Iteration 30Q (28121.330000 sec): 3 clusters
  Score: Raw -751784.741670 + Penalty 2958.467802 = -748826.273867
  nChanged 38
		SP:Iteration 31Q (28121.600000 sec): 3 clusters
  Score: Raw -751794.966793 + Penalty 2958.467802 = -748836.498990
  nChanged 34
		SP:Iteration 32Q (28121.800000 sec): 3 clusters
  Score: Raw -751804.343070 + Penalty 2958.467802 = -748845.875268
  nChanged 27
		SP:Iteration 33Q (28122.030000 sec): 3 clusters
  Score: Raw -751811.051005 + Penalty 2958.467802 = -748852.583203
  nChanged 28
		SP:Iteration 34Q (28122.260000 sec): 3 clusters
  Score: Raw -751818.186262 + Penalty 2958.467802 = -748859.718460
  nChanged 28
		SP:Iteration 35Q (28122.530000 sec): 3 clusters
  Score: Raw -751827.857359 + Penalty 2958.467802 = -748869.389557
  nChanged 34
		SP:Iteration 36Q (28122.730000 sec): 3 clusters
  Score: Raw -751838.666207 + Penalty 2958.467802 = -748880.198405
  nChanged 40
		SP:Iteration 37Q (28122.930000 sec): 3 clusters
  Score: Raw -751853.101408 + Penalty 2958.467802 = -748894.633605
  nChanged 46
		SP:Iteration 38Q (28123.180000 sec): 3 clusters
  Score: Raw -751870.532404 + Penalty 2958.467802 = -748912.064602
  nChanged 60
		SP:Iteration 39Q (28123.410000 sec): 3 clusters
  Score: Raw -751893.359688 + Penalty 2958.467802 = -748934.891885
  nChanged 39
		SP:Iteration 40F (28123.600000 sec): 3 clusters
  Score: Raw -751904.806894 + Penalty 2958.467802 = -748946.339091
  nChanged 37
		SP:Iteration 41Q (28123.830000 sec): 3 clusters
  Score: Raw -751914.601913 + Penalty 2958.467802 = -748956.134110
  nChanged 38
		SP:Iteration 42Q (28124.070000 sec): 3 clusters
  Score: Raw -751923.037317 + Penalty 2958.467802 = -748964.569514
  nChanged 24
		SP:Iteration 43Q (28124.320000 sec): 3 clusters
  Score: Raw -751930.290914 + Penalty 2958.467802 = -748971.823111
  nChanged 32
		SP:Iteration 44Q (28124.540000 sec): 3 clusters
  Score: Raw -751938.444102 + Penalty 2958.467802 = -748979.976300
  nChanged 36
		SP:Iteration 45Q (28124.770000 sec): 3 clusters
  Score: Raw -751949.125522 + Penalty 2958.467802 = -748990.657719
  nChanged 32
		SP:Iteration 46Q (28125.040000 sec): 3 clusters
  Score: Raw -751957.933952 + Penalty 2958.467802 = -748999.466149
  nChanged 41
		SP:Iteration 47Q (28125.260000 sec): 3 clusters
  Score: Raw -751966.503811 + Penalty 2958.467802 = -749008.036008
  nChanged 24
		SP:Iteration 48Q (28125.540000 sec): 3 clusters
  Score: Raw -751971.481485 + Penalty 2958.467802 = -749013.013682
  nChanged 20
		SP:Iteration 49Q (28125.730000 sec): 3 clusters
  Score: Raw -751974.710556 + Penalty 2958.467802 = -749016.242753
  nChanged 14
		SP:Iteration 50Q (28125.980000 sec): 3 clusters
  Score: Raw -751976.753943 + Penalty 2958.467802 = -749018.286141
  nChanged 9
		SP:Iteration 51Q (28126.250000 sec): 3 clusters
  Score: Raw -751978.161418 + Penalty 2958.467802 = -749019.693615
  nChanged 11
		SP:Iteration 52Q (28126.470000 sec): 3 clusters
  Score: Raw -751980.068156 + Penalty 2958.467802 = -749021.600353
  nChanged 17
		SP:Iteration 53Q (28126.710000 sec): 3 clusters
  Score: Raw -751982.838025 + Penalty 2958.467802 = -749024.370222
  nChanged 18
		SP:Iteration 54Q (28126.910000 sec): 3 clusters
  Score: Raw -751986.968964 + Penalty 2958.467802 = -749028.501161
  nChanged 21
		SP:Iteration 55Q (28127.160000 sec): 3 clusters
  Score: Raw -751991.338689 + Penalty 2958.467802 = -749032.870886
  nChanged 18
		SP:Iteration 56Q (28127.390000 sec): 3 clusters
  Score: Raw -751995.599272 + Penalty 2958.467802 = -749037.131470
  nChanged 21
		SP:Iteration 57Q (28127.580000 sec): 3 clusters
  Score: Raw -752000.430417 + Penalty 2958.467802 = -749041.962614
  nChanged 18
		SP:Iteration 58Q (28127.820000 sec): 3 clusters
  Score: Raw -752003.849214 + Penalty 2958.467802 = -749045.381411
  nChanged 15
		SP:Iteration 59Q (28128.070000 sec): 3 clusters
  Score: Raw -752006.422027 + Penalty 2958.467802 = -749047.954224
  nChanged 15
		SP:Iteration 60F (28128.240000 sec): 3 clusters
  Score: Raw -752008.881421 + Penalty 2958.467802 = -749050.413619
  nChanged 9
		SP:Iteration 61Q (28128.480000 sec): 3 clusters
  Score: Raw -752010.707484 + Penalty 2958.467802 = -749052.239682
  nChanged 10
		SP:Iteration 62Q (28128.700000 sec): 3 clusters
  Score: Raw -752012.549488 + Penalty 2958.467802 = -749054.081685
  nChanged 8
		SP:Iteration 63Q (28128.900000 sec): 3 clusters
  Score: Raw -752014.314078 + Penalty 2958.467802 = -749055.846276
  nChanged 6
		SP:Iteration 64Q (28129.140000 sec): 3 clusters
  Score: Raw -752015.477113 + Penalty 2958.467802 = -749057.009310
  nChanged 3
		SP:Iteration 65Q (28129.360000 sec): 3 clusters
  Score: Raw -752015.863849 + Penalty 2958.467802 = -749057.396046
  nChanged 4
		SP:Iteration 66Q (28129.590000 sec): 3 clusters
  Score: Raw -752016.538339 + Penalty 2958.467802 = -749058.070537
  nChanged 3
		SP:Iteration 67Q (28129.810000 sec): 3 clusters
  Score: Raw -752016.873127 + Penalty 2958.467802 = -749058.405324
  nChanged 2
		SP:Iteration 68Q (28130.070000 sec): 3 clusters
  Score: Raw -752017.149338 + Penalty 2958.467802 = -749058.681536
  nChanged 1
		SP:Iteration 69Q (28130.290000 sec): 3 clusters
  Score: Raw -752017.263787 + Penalty 2958.467802 = -749058.795985
  nChanged 1
		SP:Iteration 70Q (28130.460000 sec): 3 clusters
  Score: Raw -752017.344266 + Penalty 2958.467802 = -749058.876464
  nChanged 1
		SP:Iteration 71Q (28130.720000 sec): 3 clusters
  Score: Raw -752017.440835 + Penalty 2958.467802 = -749058.973033
  nChanged 1
		SP:Iteration 72Q (28130.960000 sec): 3 clusters
  Score: Raw -752017.568178 + Penalty 2958.467802 = -749059.100376
  nChanged 1
		SP:Iteration 73Q (28131.150000 sec): 3 clusters
  Score: Raw -752017.724273 + Penalty 2958.467802 = -749059.256470
  nChanged 1
		SP:Iteration 74Q (28131.370000 sec): 3 clusters
  Score: Raw -752017.801237 + Penalty 2958.467802 = -749059.333435
  nChanged 0
		SP:Iteration 75F (28131.590000 sec): 3 clusters
  Score: Raw -752017.801237 + Penalty 2958.467802 = -749059.333435
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (2316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28131.740000 sec): 2 clusters
  Score: Raw -188115.520021 + Penalty 1258.984486 = -186856.535535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28131.920000 sec): 3 clusters
  Score: Raw -187112.767691 + Penalty 2517.968973 = -184594.798718
  nChanged 824
		SP:Iteration 1F (28132.080000 sec): 3 clusters
  Score: Raw -187677.045678 + Penalty 2517.968973 = -185159.076705
  nChanged 227
		SP:Iteration 2F (28132.270000 sec): 3 clusters
  Score: Raw -187976.560847 + Penalty 2517.968973 = -185458.591874
  nChanged 212
		SP:Iteration 3F (28132.400000 sec): 3 clusters
  Score: Raw -188227.714382 + Penalty 2517.968973 = -185709.745410
  nChanged 172
		SP:Iteration 4F (28132.570000 sec): 3 clusters
  Score: Raw -188437.498599 + Penalty 2517.968973 = -185919.529627
  nChanged 170
		SP:Iteration 5F (28132.780000 sec): 3 clusters
  Score: Raw -188617.071414 + Penalty 2517.968973 = -186099.102442
  nChanged 103
		SP:Iteration 6Q (28132.990000 sec): 3 clusters
  Score: Raw -188717.167921 + Penalty 2517.968973 = -186199.198948
  nChanged 75
		SP:Iteration 7Q (28133.170000 sec): 3 clusters
  Score: Raw -188788.648994 + Penalty 2517.968973 = -186270.680022
  nChanged 46
		SP:Iteration 8Q (28133.330000 sec): 3 clusters
  Score: Raw -188815.961503 + Penalty 2517.968973 = -186297.992530
  nChanged 33
		SP:Iteration 9Q (28133.500000 sec): 3 clusters
  Score: Raw -188840.858278 + Penalty 2517.968973 = -186322.889306
  nChanged 25
		SP:Iteration 10Q (28133.640000 sec): 3 clusters
  Score: Raw -188856.672737 + Penalty 2517.968973 = -186338.703764
  nChanged 11
		SP:Iteration 11Q (28133.790000 sec): 3 clusters
  Score: Raw -188862.752959 + Penalty 2517.968973 = -186344.783986
  nChanged 9
		SP:Iteration 12Q (28134.000000 sec): 3 clusters
  Score: Raw -188868.494198 + Penalty 2517.968973 = -186350.525225
  nChanged 3
		SP:Iteration 13Q (28134.220000 sec): 3 clusters
  Score: Raw -188869.222130 + Penalty 2517.968973 = -186351.253157
  nChanged 3
		SP:Iteration 14Q (28134.390000 sec): 3 clusters
  Score: Raw -188870.223095 + Penalty 2517.968973 = -186352.254122
  nChanged 1
		SP:Iteration 15Q (28134.640000 sec): 3 clusters
  Score: Raw -188870.527455 + Penalty 2517.968973 = -186352.558482
  nChanged 2
		SP:Iteration 16Q (28134.820000 sec): 3 clusters
  Score: Raw -188871.518887 + Penalty 2517.968973 = -186353.549915
  nChanged 0
		SP:Iteration 17F (28135.040000 sec): 3 clusters
  Score: Raw -188871.518887 + Penalty 2517.968973 = -186353.549915
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28135.160000 sec): 2 clusters
  Score: Raw -30455.292895 + Penalty 974.827191 = -29480.465704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28135.330000 sec): 3 clusters
  Score: Raw -30439.712880 + Penalty 1949.654383 = -28490.058498
  nChanged 91
		SP:Iteration 1F (28135.510000 sec): 3 clusters
  Score: Raw -30583.688326 + Penalty 1949.654383 = -28634.033943
  nChanged 23
		SP:Iteration 2F (28135.610000 sec): 3 clusters
  Score: Raw -30649.573827 + Penalty 1949.654383 = -28699.919444
  nChanged 20
		SP:Iteration 3Q (28135.700000 sec): 3 clusters
  Score: Raw -30754.357411 + Penalty 1949.654383 = -28804.703028
  nChanged 12
		SP:Iteration 4Q (28135.850000 sec): 3 clusters
  Score: Raw -30878.629361 + Penalty 1949.654383 = -28928.974978
  nChanged 9
		SP:Iteration 5Q (28135.940000 sec): 3 clusters
  Score: Raw -30932.150879 + Penalty 1949.654383 = -28982.496496
  nChanged 13
		SP:Iteration 6Q (28136.030000 sec): 3 clusters
  Score: Raw -30952.835359 + Penalty 1949.654383 = -29003.180976
  nChanged 7
		SP:Iteration 7Q (28136.180000 sec): 3 clusters
  Score: Raw -30964.332487 + Penalty 1949.654383 = -29014.678104
  nChanged 8
		SP:Iteration 8Q (28136.290000 sec): 3 clusters
  Score: Raw -30983.287326 + Penalty 1949.654383 = -29033.632943
  nChanged 4
		SP:Iteration 9Q (28136.380000 sec): 3 clusters
  Score: Raw -30992.386902 + Penalty 1949.654383 = -29042.732520
  nChanged 4
		SP:Iteration 10Q (28136.540000 sec): 3 clusters
  Score: Raw -31002.053116 + Penalty 1949.654383 = -29052.398733
  nChanged 5
		SP:Iteration 11Q (28136.690000 sec): 3 clusters
  Score: Raw -31015.074109 + Penalty 1949.654383 = -29065.419726
  nChanged 3
		SP:Iteration 12Q (28136.830000 sec): 3 clusters
  Score: Raw -31023.706473 + Penalty 1949.654383 = -29074.052090
  nChanged 4
		SP:Iteration 13Q (28136.960000 sec): 3 clusters
  Score: Raw -31036.775638 + Penalty 1949.654383 = -29087.121255
  nChanged 1
		SP:Iteration 14Q (28137.100000 sec): 3 clusters
  Score: Raw -31040.193549 + Penalty 1949.654383 = -29090.539167
  nChanged 1
		SP:Iteration 15Q (28137.250000 sec): 3 clusters
  Score: Raw -31045.505975 + Penalty 1949.654383 = -29095.851592
  nChanged 2
		SP:Iteration 16Q (28137.390000 sec): 3 clusters
  Score: Raw -31054.211470 + Penalty 1949.654383 = -29104.557087
  nChanged 2
		SP:Iteration 17Q (28137.530000 sec): 3 clusters
  Score: Raw -31058.277846 + Penalty 1949.654383 = -29108.623463
  nChanged 2
		SP:Iteration 18Q (28137.680000 sec): 3 clusters
  Score: Raw -31067.826071 + Penalty 1949.654383 = -29118.171688
  nChanged 3
		SP:Iteration 19Q (28137.820000 sec): 3 clusters
  Score: Raw -31074.604495 + Penalty 1949.654383 = -29124.950112
  nChanged 1
		SP:Iteration 20F (28137.970000 sec): 3 clusters
  Score: Raw -31076.101524 + Penalty 1949.654383 = -29126.447141
  nChanged 2
		SP:Iteration 21Q (28138.110000 sec): 3 clusters
  Score: Raw -31079.918799 + Penalty 1949.654383 = -29130.264416
  nChanged 3
		SP:Iteration 22Q (28138.270000 sec): 3 clusters
  Score: Raw -31087.630060 + Penalty 1949.654383 = -29137.975678
  nChanged 1
		SP:Iteration 23Q (28138.430000 sec): 3 clusters
  Score: Raw -31094.099734 + Penalty 1949.654383 = -29144.445351
  nChanged 3
		SP:Iteration 24Q (28138.590000 sec): 3 clusters
  Score: Raw -31106.638445 + Penalty 1949.654383 = -29156.984062
  nChanged 2
		SP:Iteration 25Q (28138.750000 sec): 3 clusters
  Score: Raw -31110.673516 + Penalty 1949.654383 = -29161.019133
  nChanged 1
		SP:Iteration 26Q (28138.910000 sec): 3 clusters
  Score: Raw -31111.547486 + Penalty 1949.654383 = -29161.893103
  nChanged 1
		SP:Iteration 27Q (28139.070000 sec): 3 clusters
  Score: Raw -31112.787588 + Penalty 1949.654383 = -29163.133206
  nChanged 0
		SP:Iteration 28F (28139.230000 sec): 3 clusters
  Score: Raw -31112.787588 + Penalty 1949.654383 = -29163.133206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28139.290000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28139.440000 sec): 3 clusters
  Score: Raw -33073.523514 + Penalty 1939.829957 = -31133.693557
  nChanged 75
		SP:Iteration 1F (28139.580000 sec): 3 clusters
  Score: Raw -33216.903748 + Penalty 1939.829957 = -31277.073791
  nChanged 30
		SP:Iteration 2F (28139.730000 sec): 3 clusters
  Score: Raw -33275.170766 + Penalty 1939.829957 = -31335.340809
  nChanged 11
		SP:Iteration 3Q (28139.870000 sec): 3 clusters
  Score: Raw -33293.431104 + Penalty 1939.829957 = -31353.601147
  nChanged 2
		SP:Iteration 4Q (28140.010000 sec): 3 clusters
  Score: Raw -33296.385427 + Penalty 1939.829957 = -31356.555470
  nChanged 1
		SP:Iteration 5Q (28140.160000 sec): 3 clusters
  Score: Raw -33297.875644 + Penalty 1939.829957 = -31358.045687
  nChanged 0
		SP:Iteration 6F (28140.300000 sec): 3 clusters
  Score: Raw -33297.875644 + Penalty 1939.829957 = -31358.045687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28140.370000 sec): 2 clusters
  Score: Raw -218981.652804 + Penalty 1281.366001 = -217700.286802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28140.490000 sec): 3 clusters
  Score: Raw -217708.708288 + Penalty 2562.732003 = -215145.976286
  nChanged 1004
		SP:Iteration 1F (28140.620000 sec): 3 clusters
  Score: Raw -218275.250271 + Penalty 2562.732003 = -215712.518268
  nChanged 231
		SP:Iteration 2F (28140.750000 sec): 3 clusters
  Score: Raw -218431.284569 + Penalty 2562.732003 = -215868.552566
  nChanged 143
		SP:Iteration 3F (28140.880000 sec): 3 clusters
  Score: Raw -218527.289556 + Penalty 2562.732003 = -215964.557553
  nChanged 96
		SP:Iteration 4Q (28141.020000 sec): 3 clusters
  Score: Raw -218589.979111 + Penalty 2562.732003 = -216027.247109
  nChanged 84
		SP:Iteration 5Q (28141.170000 sec): 3 clusters
  Score: Raw -218644.338362 + Penalty 2562.732003 = -216081.606359
  nChanged 72
		SP:Iteration 6Q (28141.310000 sec): 3 clusters
  Score: Raw -218686.113675 + Penalty 2562.732003 = -216123.381673
  nChanged 69
		SP:Iteration 7Q (28141.450000 sec): 3 clusters
  Score: Raw -218728.161583 + Penalty 2562.732003 = -216165.429580
  nChanged 72
		SP:Iteration 8Q (28141.600000 sec): 3 clusters
  Score: Raw -218770.204072 + Penalty 2562.732003 = -216207.472070
  nChanged 62
		SP:Iteration 9Q (28141.740000 sec): 3 clusters
  Score: Raw -218812.510699 + Penalty 2562.732003 = -216249.778696
  nChanged 71
		SP:Iteration 10Q (28141.890000 sec): 3 clusters
  Score: Raw -218856.104471 + Penalty 2562.732003 = -216293.372469
  nChanged 66
		SP:Iteration 11Q (28142.030000 sec): 3 clusters
  Score: Raw -218890.230760 + Penalty 2562.732003 = -216327.498757
  nChanged 58
		SP:Iteration 12Q (28142.170000 sec): 3 clusters
  Score: Raw -218922.639739 + Penalty 2562.732003 = -216359.907736
  nChanged 50
		SP:Iteration 13Q (28142.320000 sec): 3 clusters
  Score: Raw -218952.441595 + Penalty 2562.732003 = -216389.709592
  nChanged 46
		SP:Iteration 14Q (28142.460000 sec): 3 clusters
  Score: Raw -218977.484997 + Penalty 2562.732003 = -216414.752995
  nChanged 49
		SP:Iteration 15Q (28142.610000 sec): 3 clusters
  Score: Raw -219001.167443 + Penalty 2562.732003 = -216438.435440
  nChanged 38
		SP:Iteration 16Q (28142.750000 sec): 3 clusters
  Score: Raw -219021.316408 + Penalty 2562.732003 = -216458.584405
  nChanged 26
		SP:Iteration 17Q (28142.890000 sec): 3 clusters
  Score: Raw -219036.577145 + Penalty 2562.732003 = -216473.845142
  nChanged 24
		SP:Iteration 18Q (28143.040000 sec): 3 clusters
  Score: Raw -219050.244618 + Penalty 2562.732003 = -216487.512616
  nChanged 19
		SP:Iteration 19Q (28143.180000 sec): 3 clusters
  Score: Raw -219062.012124 + Penalty 2562.732003 = -216499.280121
  nChanged 20
		SP:Iteration 20F (28143.330000 sec): 3 clusters
  Score: Raw -219072.341223 + Penalty 2562.732003 = -216509.609220
  nChanged 17
		SP:Iteration 21Q (28143.470000 sec): 3 clusters
  Score: Raw -219082.025990 + Penalty 2562.732003 = -216519.293988
  nChanged 18
		SP:Iteration 22Q (28143.610000 sec): 3 clusters
  Score: Raw -219091.612716 + Penalty 2562.732003 = -216528.880713
  nChanged 12
		SP:Iteration 23Q (28143.760000 sec): 3 clusters
  Score: Raw -219099.654831 + Penalty 2562.732003 = -216536.922828
  nChanged 13
		SP:Iteration 24Q (28143.900000 sec): 3 clusters
  Score: Raw -219108.640703 + Penalty 2562.732003 = -216545.908700
  nChanged 11
		SP:Iteration 25Q (28144.040000 sec): 3 clusters
  Score: Raw -219114.164962 + Penalty 2562.732003 = -216551.432959
  nChanged 7
		SP:Iteration 26Q (28144.190000 sec): 3 clusters
  Score: Raw -219118.011320 + Penalty 2562.732003 = -216555.279317
  nChanged 5
		SP:Iteration 27Q (28144.330000 sec): 3 clusters
  Score: Raw -219119.980591 + Penalty 2562.732003 = -216557.248588
  nChanged 2
		SP:Iteration 28Q (28144.480000 sec): 3 clusters
  Score: Raw -219120.627394 + Penalty 2562.732003 = -216557.895391
  nChanged 3
		SP:Iteration 29Q (28144.620000 sec): 3 clusters
  Score: Raw -219121.425309 + Penalty 2562.732003 = -216558.693306
  nChanged 0
		SP:Iteration 30F (28144.760000 sec): 3 clusters
  Score: Raw -219121.425309 + Penalty 2562.732003 = -216558.693306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28144.840000 sec): 2 clusters
  Score: Raw -66407.162952 + Penalty 1139.175678 = -65267.987273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28144.980000 sec): 3 clusters
  Score: Raw -66070.927942 + Penalty 2278.351357 = -63792.576585
  nChanged 347
		SP:Iteration 1F (28145.200000 sec): 3 clusters
  Score: Raw -66472.444739 + Penalty 2278.351357 = -64194.093382
  nChanged 115
		SP:Iteration 2F (28145.470000 sec): 3 clusters
  Score: Raw -66692.160492 + Penalty 2278.351357 = -64413.809135
  nChanged 82
		SP:Iteration 3F (28145.630000 sec): 3 clusters
  Score: Raw -66869.695653 + Penalty 2278.351357 = -64591.344296
  nChanged 62
		SP:Iteration 4F (28145.790000 sec): 3 clusters
  Score: Raw -67002.296518 + Penalty 2278.351357 = -64723.945161
  nChanged 52
		SP:Iteration 5Q (28145.890000 sec): 3 clusters
  Score: Raw -67082.561008 + Penalty 2278.351357 = -64804.209651
  nChanged 35
		SP:Iteration 6Q (28146.030000 sec): 3 clusters
  Score: Raw -67138.563462 + Penalty 2278.351357 = -64860.212105
  nChanged 19
		SP:Iteration 7Q (28146.170000 sec): 3 clusters
  Score: Raw -67166.133743 + Penalty 2278.351357 = -64887.782386
  nChanged 24
		SP:Iteration 8Q (28146.310000 sec): 3 clusters
  Score: Raw -67218.659910 + Penalty 2278.351357 = -64940.308553
  nChanged 21
		SP:Iteration 9Q (28146.410000 sec): 3 clusters
  Score: Raw -67262.454137 + Penalty 2278.351357 = -64984.102781
  nChanged 18
		SP:Iteration 10Q (28146.500000 sec): 3 clusters
  Score: Raw -67313.153206 + Penalty 2278.351357 = -65034.801849
  nChanged 20
		SP:Iteration 11Q (28146.600000 sec): 3 clusters
  Score: Raw -67357.828756 + Penalty 2278.351357 = -65079.477399
  nChanged 17
		SP:Iteration 12Q (28146.700000 sec): 3 clusters
  Score: Raw -67388.259721 + Penalty 2278.351357 = -65109.908364
  nChanged 13
		SP:Iteration 13Q (28146.830000 sec): 3 clusters
  Score: Raw -67404.716929 + Penalty 2278.351357 = -65126.365572
  nChanged 11
		SP:Iteration 14Q (28146.980000 sec): 3 clusters
  Score: Raw -67418.574845 + Penalty 2278.351357 = -65140.223488
  nChanged 4
		SP:Iteration 15Q (28147.110000 sec): 3 clusters
  Score: Raw -67425.346552 + Penalty 2278.351357 = -65146.995195
  nChanged 3
		SP:Iteration 16Q (28147.240000 sec): 3 clusters
  Score: Raw -67429.043615 + Penalty 2278.351357 = -65150.692258
  nChanged 1
		SP:Iteration 17Q (28147.420000 sec): 3 clusters
  Score: Raw -67429.807498 + Penalty 2278.351357 = -65151.456141
  nChanged 1
		SP:Iteration 18Q (28147.560000 sec): 3 clusters
  Score: Raw -67430.205230 + Penalty 2278.351357 = -65151.853873
  nChanged 1
		SP:Iteration 19Q (28147.690000 sec): 3 clusters
  Score: Raw -67430.585779 + Penalty 2278.351357 = -65152.234422
  nChanged 1
		SP:Iteration 20F (28147.830000 sec): 3 clusters
  Score: Raw -67431.199391 + Penalty 2278.351357 = -65152.848034
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28147.920000 sec): 2 clusters
  Score: Raw -64696.914336 + Penalty 1086.655149 = -63610.259188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28148.100000 sec): 3 clusters
  Score: Raw -64482.110167 + Penalty 2173.310298 = -62308.799869
  nChanged 236
		SP:Iteration 1F (28148.240000 sec): 3 clusters
  Score: Raw -64721.810686 + Penalty 2173.310298 = -62548.500389
  nChanged 74
		SP:Iteration 2F (28148.400000 sec): 3 clusters
  Score: Raw -64811.656063 + Penalty 2173.310298 = -62638.345766
  nChanged 39
		SP:Iteration 3Q (28148.610000 sec): 3 clusters
  Score: Raw -64896.201236 + Penalty 2173.310298 = -62722.890938
  nChanged 35
		SP:Iteration 4Q (28148.790000 sec): 3 clusters
  Score: Raw -64939.606354 + Penalty 2173.310298 = -62766.296056
  nChanged 20
		SP:Iteration 5Q (28148.950000 sec): 3 clusters
  Score: Raw -64971.143496 + Penalty 2173.310298 = -62797.833199
  nChanged 12
		SP:Iteration 6Q (28149.160000 sec): 3 clusters
  Score: Raw -64987.680112 + Penalty 2173.310298 = -62814.369814
  nChanged 9
		SP:Iteration 7Q (28149.300000 sec): 3 clusters
  Score: Raw -64998.034719 + Penalty 2173.310298 = -62824.724422
  nChanged 6
		SP:Iteration 8Q (28149.440000 sec): 3 clusters
  Score: Raw -65001.887847 + Penalty 2173.310298 = -62828.577550
  nChanged 3
		SP:Iteration 9Q (28149.530000 sec): 3 clusters
  Score: Raw -65004.067954 + Penalty 2173.310298 = -62830.757657
  nChanged 2
		SP:Iteration 10Q (28149.690000 sec): 3 clusters
  Score: Raw -65005.691767 + Penalty 2173.310298 = -62832.381470
  nChanged 2
		SP:Iteration 11Q (28149.870000 sec): 3 clusters
  Score: Raw -65012.343464 + Penalty 2173.310298 = -62839.033166
  nChanged 4
		SP:Iteration 12Q (28150.020000 sec): 3 clusters
  Score: Raw -65020.000186 + Penalty 2173.310298 = -62846.689889
  nChanged 3
		SP:Iteration 13Q (28150.150000 sec): 3 clusters
  Score: Raw -65024.375643 + Penalty 2173.310298 = -62851.065346
  nChanged 4
		SP:Iteration 14Q (28150.330000 sec): 3 clusters
  Score: Raw -65033.433317 + Penalty 2173.310298 = -62860.123019
  nChanged 6
		SP:Iteration 15Q (28150.560000 sec): 3 clusters
  Score: Raw -65041.703666 + Penalty 2173.310298 = -62868.393369
  nChanged 6
		SP:Iteration 16Q (28150.750000 sec): 3 clusters
  Score: Raw -65054.294498 + Penalty 2173.310298 = -62880.984201
  nChanged 8
		SP:Iteration 17Q (28150.930000 sec): 3 clusters
  Score: Raw -65077.195299 + Penalty 2173.310298 = -62903.885001
  nChanged 8
		SP:Iteration 18Q (28151.110000 sec): 3 clusters
  Score: Raw -65091.848651 + Penalty 2173.310298 = -62918.538353
  nChanged 7
		SP:Iteration 19Q (28151.330000 sec): 3 clusters
  Score: Raw -65112.459331 + Penalty 2173.310298 = -62939.149033
  nChanged 11
		SP:Iteration 20F (28151.520000 sec): 3 clusters
  Score: Raw -65133.148665 + Penalty 2173.310298 = -62959.838368
  nChanged 6
		SP:Iteration 21Q (28151.700000 sec): 3 clusters
  Score: Raw -65142.968482 + Penalty 2173.310298 = -62969.658184
  nChanged 5
		SP:Iteration 22Q (28151.880000 sec): 3 clusters
  Score: Raw -65150.114344 + Penalty 2173.310298 = -62976.804046
  nChanged 4
		SP:Iteration 23Q (28152.100000 sec): 3 clusters
  Score: Raw -65156.593741 + Penalty 2173.310298 = -62983.283443
  nChanged 2
		SP:Iteration 24Q (28152.320000 sec): 3 clusters
  Score: Raw -65158.936860 + Penalty 2173.310298 = -62985.626562
  nChanged 2
		SP:Iteration 25Q (28152.470000 sec): 3 clusters
  Score: Raw -65160.781564 + Penalty 2173.310298 = -62987.471267
  nChanged 3
		SP:Iteration 26Q (28152.610000 sec): 3 clusters
  Score: Raw -65168.035630 + Penalty 2173.310298 = -62994.725332
  nChanged 3
		SP:Iteration 27Q (28152.740000 sec): 3 clusters
  Score: Raw -65170.917681 + Penalty 2173.310298 = -62997.607384
  nChanged 2
		SP:Iteration 28Q (28152.870000 sec): 3 clusters
  Score: Raw -65172.901719 + Penalty 2173.310298 = -62999.591421
  nChanged 1
		SP:Iteration 29Q (28153.060000 sec): 3 clusters
  Score: Raw -65173.450475 + Penalty 2173.310298 = -63000.140177
  nChanged 0
		SP:Iteration 30F (28153.180000 sec): 3 clusters
  Score: Raw -65173.450475 + Penalty 2173.310298 = -63000.140177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28153.280000 sec): 2 clusters
  Score: Raw -222403.908106 + Penalty 1303.187079 = -221100.721027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28153.430000 sec): 3 clusters
  Score: Raw -220981.034722 + Penalty 2606.374158 = -218374.660564
  nChanged 1179
		SP:Iteration 1F (28153.600000 sec): 3 clusters
  Score: Raw -221810.429345 + Penalty 2606.374158 = -219204.055187
  nChanged 276
		SP:Iteration 2F (28153.770000 sec): 3 clusters
  Score: Raw -222056.575894 + Penalty 2606.374158 = -219450.201736
  nChanged 198
		SP:Iteration 3F (28153.880000 sec): 3 clusters
  Score: Raw -222240.861347 + Penalty 2606.374158 = -219634.487189
  nChanged 175
		SP:Iteration 4F (28154.070000 sec): 3 clusters
  Score: Raw -222432.014273 + Penalty 2606.374158 = -219825.640115
  nChanged 174
		SP:Iteration 5F (28154.210000 sec): 3 clusters
  Score: Raw -222666.764634 + Penalty 2606.374158 = -220060.390476
  nChanged 151
		SP:Iteration 6Q (28154.400000 sec): 3 clusters
  Score: Raw -222869.992294 + Penalty 2606.374158 = -220263.618135
  nChanged 111
		SP:Iteration 7Q (28154.520000 sec): 3 clusters
  Score: Raw -222968.996712 + Penalty 2606.374158 = -220362.622553
  nChanged 83
		SP:Iteration 8Q (28154.630000 sec): 3 clusters
  Score: Raw -223036.468916 + Penalty 2606.374158 = -220430.094758
  nChanged 60
		SP:Iteration 9Q (28154.780000 sec): 3 clusters
  Score: Raw -223076.262581 + Penalty 2606.374158 = -220469.888422
  nChanged 34
		SP:Iteration 10Q (28154.900000 sec): 3 clusters
  Score: Raw -223096.836904 + Penalty 2606.374158 = -220490.462746
  nChanged 37
		SP:Iteration 11Q (28155.100000 sec): 3 clusters
  Score: Raw -223118.042584 + Penalty 2606.374158 = -220511.668426
  nChanged 34
		SP:Iteration 12Q (28155.250000 sec): 3 clusters
  Score: Raw -223137.105048 + Penalty 2606.374158 = -220530.730890
  nChanged 35
		SP:Iteration 13Q (28155.430000 sec): 3 clusters
  Score: Raw -223161.344084 + Penalty 2606.374158 = -220554.969926
  nChanged 31
		SP:Iteration 14Q (28155.580000 sec): 3 clusters
  Score: Raw -223181.012308 + Penalty 2606.374158 = -220574.638150
  nChanged 32
		SP:Iteration 15Q (28155.780000 sec): 3 clusters
  Score: Raw -223201.723480 + Penalty 2606.374158 = -220595.349322
  nChanged 34
		SP:Iteration 16Q (28155.970000 sec): 3 clusters
  Score: Raw -223222.409552 + Penalty 2606.374158 = -220616.035394
  nChanged 34
		SP:Iteration 17Q (28156.160000 sec): 3 clusters
  Score: Raw -223249.616528 + Penalty 2606.374158 = -220643.242370
  nChanged 39
		SP:Iteration 18Q (28156.360000 sec): 3 clusters
  Score: Raw -223281.780155 + Penalty 2606.374158 = -220675.405997
  nChanged 42
		SP:Iteration 19Q (28156.550000 sec): 3 clusters
  Score: Raw -223317.362116 + Penalty 2606.374158 = -220710.987958
  nChanged 30
		SP:Iteration 20F (28156.720000 sec): 3 clusters
  Score: Raw -223347.700509 + Penalty 2606.374158 = -220741.326351
  nChanged 41
		SP:Iteration 21Q (28156.870000 sec): 3 clusters
  Score: Raw -223383.243458 + Penalty 2606.374158 = -220776.869300
  nChanged 40
		SP:Iteration 22Q (28157.050000 sec): 3 clusters
  Score: Raw -223415.437042 + Penalty 2606.374158 = -220809.062884
  nChanged 35
		SP:Iteration 23Q (28157.190000 sec): 3 clusters
  Score: Raw -223447.372200 + Penalty 2606.374158 = -220840.998042
  nChanged 36
		SP:Iteration 24Q (28157.400000 sec): 3 clusters
  Score: Raw -223480.426368 + Penalty 2606.374158 = -220874.052210
  nChanged 26
		SP:Iteration 25Q (28157.540000 sec): 3 clusters
  Score: Raw -223506.831720 + Penalty 2606.374158 = -220900.457561
  nChanged 26
		SP:Iteration 26Q (28157.760000 sec): 3 clusters
  Score: Raw -223531.621472 + Penalty 2606.374158 = -220925.247313
  nChanged 23
		SP:Iteration 27Q (28157.940000 sec): 3 clusters
  Score: Raw -223549.228941 + Penalty 2606.374158 = -220942.854783
  nChanged 19
		SP:Iteration 28Q (28158.150000 sec): 3 clusters
  Score: Raw -223558.218077 + Penalty 2606.374158 = -220951.843919
  nChanged 12
		SP:Iteration 29Q (28158.290000 sec): 3 clusters
  Score: Raw -223564.982618 + Penalty 2606.374158 = -220958.608460
  nChanged 6
		SP:Iteration 30Q (28158.460000 sec): 3 clusters
  Score: Raw -223566.935566 + Penalty 2606.374158 = -220960.561408
  nChanged 4
		SP:Iteration 31Q (28158.650000 sec): 3 clusters
  Score: Raw -223569.404044 + Penalty 2606.374158 = -220963.029886
  nChanged 3
		SP:Iteration 32Q (28158.840000 sec): 3 clusters
  Score: Raw -223571.187547 + Penalty 2606.374158 = -220964.813389
  nChanged 6
		SP:Iteration 33Q (28159.070000 sec): 3 clusters
  Score: Raw -223575.413838 + Penalty 2606.374158 = -220969.039680
  nChanged 7
		SP:Iteration 34Q (28159.230000 sec): 3 clusters
  Score: Raw -223579.653751 + Penalty 2606.374158 = -220973.279593
  nChanged 8
		SP:Iteration 35Q (28159.410000 sec): 3 clusters
  Score: Raw -223584.258193 + Penalty 2606.374158 = -220977.884035
  nChanged 4
		SP:Iteration 36Q (28159.540000 sec): 3 clusters
  Score: Raw -223586.133675 + Penalty 2606.374158 = -220979.759517
  nChanged 2
		SP:Iteration 37Q (28159.750000 sec): 3 clusters
  Score: Raw -223586.773167 + Penalty 2606.374158 = -220980.399008
  nChanged 1
		SP:Iteration 38Q (28159.910000 sec): 3 clusters
  Score: Raw -223587.514738 + Penalty 2606.374158 = -220981.140580
  nChanged 1
		SP:Iteration 39Q (28160.110000 sec): 3 clusters
  Score: Raw -223588.492782 + Penalty 2606.374158 = -220982.118624
  nChanged 3
		SP:Iteration 40F (28160.260000 sec): 3 clusters
  Score: Raw -223590.542782 + Penalty 2606.374158 = -220984.168624
  nChanged 3
		SP:Iteration 41Q (28160.450000 sec): 3 clusters
  Score: Raw -223592.076397 + Penalty 2606.374158 = -220985.702239
  nChanged 3
		SP:Iteration 42Q (28160.660000 sec): 3 clusters
  Score: Raw -223592.897871 + Penalty 2606.374158 = -220986.523713
  nChanged 0
		SP:Iteration 43F (28160.850000 sec): 3 clusters
  Score: Raw -223592.897871 + Penalty 2606.374158 = -220986.523713
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28161.100000 sec): 2 clusters
  Score: Raw -3045185.914197 + Penalty 1702.004477 = -3043483.909720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28161.530000 sec): 3 clusters
  Score: Raw -3023040.966040 + Penalty 3404.008953 = -3019636.957086
  nChanged 16484
		SP:Iteration 1F (28161.930000 sec): 3 clusters
  Score: Raw -3032262.556794 + Penalty 3404.008953 = -3028858.547841
  nChanged 1643
		SP:Iteration 2Q (28162.380000 sec): 3 clusters
  Score: Raw -3032846.627323 + Penalty 3404.008953 = -3029442.618370
  nChanged 1741
		SP:Iteration 3Q (28162.790000 sec): 3 clusters
  Score: Raw -3033529.389313 + Penalty 3404.008953 = -3030125.380360
  nChanged 1778
		SP:Iteration 4F (28163.210000 sec): 3 clusters
  Score: Raw -3034304.000132 + Penalty 3404.008953 = -3030899.991179
  nChanged 1874
		SP:Iteration 5F (28163.560000 sec): 3 clusters
  Score: Raw -3035277.330874 + Penalty 3404.008953 = -3031873.321921
  nChanged 1967
		SP:Iteration 6F (28163.970000 sec): 3 clusters
  Score: Raw -3036385.207221 + Penalty 3404.008953 = -3032981.198267
  nChanged 1908
		SP:Iteration 7F (28164.330000 sec): 3 clusters
  Score: Raw -3037451.786582 + Penalty 3404.008953 = -3034047.777629
  nChanged 1780
		SP:Iteration 8F (28164.750000 sec): 3 clusters
  Score: Raw -3038456.120360 + Penalty 3404.008953 = -3035052.111407
  nChanged 1700
		SP:Iteration 9Q (28165.190000 sec): 3 clusters
  Score: Raw -3039412.326254 + Penalty 3404.008953 = -3036008.317301
  nChanged 1578
		SP:Iteration 10Q (28165.550000 sec): 3 clusters
  Score: Raw -3040310.410972 + Penalty 3404.008953 = -3036906.402019
  nChanged 1463
		SP:Iteration 11Q (28165.950000 sec): 3 clusters
  Score: Raw -3041085.511011 + Penalty 3404.008953 = -3037681.502057
  nChanged 1181
		SP:Iteration 12Q (28166.370000 sec): 3 clusters
  Score: Raw -3041563.513279 + Penalty 3404.008953 = -3038159.504326
  nChanged 857
		SP:Iteration 13Q (28166.820000 sec): 3 clusters
  Score: Raw -3041833.780590 + Penalty 3404.008953 = -3038429.771637
  nChanged 624
		SP:Iteration 14Q (28167.210000 sec): 3 clusters
  Score: Raw -3042033.754180 + Penalty 3404.008953 = -3038629.745226
  nChanged 538
		SP:Iteration 15Q (28167.590000 sec): 3 clusters
  Score: Raw -3042211.230962 + Penalty 3404.008953 = -3038807.222009
  nChanged 483
		SP:Iteration 16Q (28168.030000 sec): 3 clusters
  Score: Raw -3042382.984236 + Penalty 3404.008953 = -3038978.975283
  nChanged 497
		SP:Iteration 17Q (28168.450000 sec): 3 clusters
  Score: Raw -3042555.041307 + Penalty 3404.008953 = -3039151.032353
  nChanged 508
		SP:Iteration 18Q (28168.800000 sec): 3 clusters
  Score: Raw -3042732.784856 + Penalty 3404.008953 = -3039328.775902
  nChanged 511
		SP:Iteration 19Q (28169.250000 sec): 3 clusters
  Score: Raw -3042910.359482 + Penalty 3404.008953 = -3039506.350529
  nChanged 493
		SP:Iteration 20F (28169.650000 sec): 3 clusters
  Score: Raw -3043082.960480 + Penalty 3404.008953 = -3039678.951526
  nChanged 480
		SP:Iteration 21Q (28170.010000 sec): 3 clusters
  Score: Raw -3043251.444558 + Penalty 3404.008953 = -3039847.435605
  nChanged 456
		SP:Iteration 22Q (28170.430000 sec): 3 clusters
  Score: Raw -3043413.854524 + Penalty 3404.008953 = -3040009.845570
  nChanged 452
		SP:Iteration 23Q (28170.790000 sec): 3 clusters
  Score: Raw -3043576.393224 + Penalty 3404.008953 = -3040172.384270
  nChanged 407
		SP:Iteration 24Q (28171.230000 sec): 3 clusters
  Score: Raw -3043702.566363 + Penalty 3404.008953 = -3040298.557410
  nChanged 386
		SP:Iteration 25Q (28171.610000 sec): 3 clusters
  Score: Raw -3043814.619100 + Penalty 3404.008953 = -3040410.610146
  nChanged 368
		SP:Iteration 26Q (28171.990000 sec): 3 clusters
  Score: Raw -3043923.375662 + Penalty 3404.008953 = -3040519.366709
  nChanged 360
		SP:Iteration 27Q (28172.420000 sec): 3 clusters
  Score: Raw -3044027.894542 + Penalty 3404.008953 = -3040623.885588
  nChanged 341
		SP:Iteration 28Q (28172.810000 sec): 3 clusters
  Score: Raw -3044117.624990 + Penalty 3404.008953 = -3040713.616037
  nChanged 315
		SP:Iteration 29Q (28173.230000 sec): 3 clusters
  Score: Raw -3044209.346440 + Penalty 3404.008953 = -3040805.337487
  nChanged 346
		SP:Iteration 30Q (28173.620000 sec): 3 clusters
  Score: Raw -3044312.178963 + Penalty 3404.008953 = -3040908.170009
  nChanged 330
		SP:Iteration 31Q (28174.010000 sec): 3 clusters
  Score: Raw -3044403.381759 + Penalty 3404.008953 = -3040999.372806
  nChanged 312
		SP:Iteration 32Q (28174.380000 sec): 3 clusters
  Score: Raw -3044482.235571 + Penalty 3404.008953 = -3041078.226617
  nChanged 273
		SP:Iteration 33Q (28174.770000 sec): 3 clusters
  Score: Raw -3044541.159242 + Penalty 3404.008953 = -3041137.150288
  nChanged 244
		SP:Iteration 34Q (28175.160000 sec): 3 clusters
  Score: Raw -3044595.185566 + Penalty 3404.008953 = -3041191.176612
  nChanged 228
		SP:Iteration 35Q (28175.560000 sec): 3 clusters
  Score: Raw -3044645.002890 + Penalty 3404.008953 = -3041240.993937
  nChanged 219
		SP:Iteration 36Q (28175.950000 sec): 3 clusters
  Score: Raw -3044692.296639 + Penalty 3404.008953 = -3041288.287685
  nChanged 194
		SP:Iteration 37Q (28176.340000 sec): 3 clusters
  Score: Raw -3044731.437669 + Penalty 3404.008953 = -3041327.428716
  nChanged 180
		SP:Iteration 38Q (28176.740000 sec): 3 clusters
  Score: Raw -3044764.608520 + Penalty 3404.008953 = -3041360.599566
  nChanged 158
		SP:Iteration 39Q (28177.100000 sec): 3 clusters
  Score: Raw -3044790.004848 + Penalty 3404.008953 = -3041385.995894
  nChanged 148
		SP:Iteration 40F (28177.460000 sec): 3 clusters
  Score: Raw -3044813.698723 + Penalty 3404.008953 = -3041409.689769
  nChanged 141
		SP:Iteration 41Q (28177.820000 sec): 3 clusters
  Score: Raw -3044836.575859 + Penalty 3404.008953 = -3041432.566906
  nChanged 140
		SP:Iteration 42Q (28178.170000 sec): 3 clusters
  Score: Raw -3044858.544757 + Penalty 3404.008953 = -3041454.535804
  nChanged 126
		SP:Iteration 43Q (28178.560000 sec): 3 clusters
  Score: Raw -3044877.474683 + Penalty 3404.008953 = -3041473.465729
  nChanged 106
		SP:Iteration 44Q (28178.960000 sec): 3 clusters
  Score: Raw -3044891.812816 + Penalty 3404.008953 = -3041487.803863
  nChanged 96
		SP:Iteration 45Q (28179.250000 sec): 3 clusters
  Score: Raw -3044903.054845 + Penalty 3404.008953 = -3041499.045892
  nChanged 88
		SP:Iteration 46Q (28179.610000 sec): 3 clusters
  Score: Raw -3044915.243420 + Penalty 3404.008953 = -3041511.234467
  nChanged 105
		SP:Iteration 47Q (28180.010000 sec): 3 clusters
  Score: Raw -3044932.504926 + Penalty 3404.008953 = -3041528.495972
  nChanged 96
		SP:Iteration 48Q (28180.320000 sec): 3 clusters
  Score: Raw -3044949.769080 + Penalty 3404.008953 = -3041545.760126
  nChanged 105
		SP:Iteration 49Q (28180.700000 sec): 3 clusters
  Score: Raw -3044966.228996 + Penalty 3404.008953 = -3041562.220043
  nChanged 92
		SP:Iteration 50Q (28181.050000 sec): 3 clusters
  Score: Raw -3044980.611663 + Penalty 3404.008953 = -3041576.602710
  nChanged 89
		SP:Iteration 51Q (28181.420000 sec): 3 clusters
  Score: Raw -3044993.080416 + Penalty 3404.008953 = -3041589.071462
  nChanged 79
		SP:Iteration 52Q (28181.820000 sec): 3 clusters
  Score: Raw -3045003.471890 + Penalty 3404.008953 = -3041599.462936
  nChanged 80
		SP:Iteration 53Q (28182.180000 sec): 3 clusters
  Score: Raw -3045015.073754 + Penalty 3404.008953 = -3041611.064801
  nChanged 92
		SP:Iteration 54Q (28182.550000 sec): 3 clusters
  Score: Raw -3045031.018661 + Penalty 3404.008953 = -3041627.009707
  nChanged 86
		SP:Iteration 55Q (28182.900000 sec): 3 clusters
  Score: Raw -3045046.760918 + Penalty 3404.008953 = -3041642.751965
  nChanged 87
		SP:Iteration 56Q (28183.260000 sec): 3 clusters
  Score: Raw -3045061.834492 + Penalty 3404.008953 = -3041657.825539
  nChanged 85
		SP:Iteration 57Q (28183.650000 sec): 3 clusters
  Score: Raw -3045074.329252 + Penalty 3404.008953 = -3041670.320299
  nChanged 72
		SP:Iteration 58Q (28183.980000 sec): 3 clusters
  Score: Raw -3045084.623720 + Penalty 3404.008953 = -3041680.614766
  nChanged 79
		SP:Iteration 59Q (28184.340000 sec): 3 clusters
  Score: Raw -3045097.562650 + Penalty 3404.008953 = -3041693.553697
  nChanged 84
		SP:Iteration 60F (28184.680000 sec): 3 clusters
  Score: Raw -3045111.376076 + Penalty 3404.008953 = -3041707.367123
  nChanged 90
		SP:Iteration 61Q (28185.050000 sec): 3 clusters
  Score: Raw -3045125.896219 + Penalty 3404.008953 = -3041721.887266
  nChanged 82
		SP:Iteration 62Q (28185.420000 sec): 3 clusters
  Score: Raw -3045139.791028 + Penalty 3404.008953 = -3041735.782074
  nChanged 85
		SP:Iteration 63Q (28185.800000 sec): 3 clusters
  Score: Raw -3045156.104037 + Penalty 3404.008953 = -3041752.095083
  nChanged 91
		SP:Iteration 64Q (28186.170000 sec): 3 clusters
  Score: Raw -3045173.240283 + Penalty 3404.008953 = -3041769.231329
  nChanged 90
		SP:Iteration 65Q (28186.560000 sec): 3 clusters
  Score: Raw -3045190.241642 + Penalty 3404.008953 = -3041786.232689
  nChanged 83
		SP:Iteration 66Q (28186.860000 sec): 3 clusters
  Score: Raw -3045204.521025 + Penalty 3404.008953 = -3041800.512071
  nChanged 92
		SP:Iteration 67Q (28187.280000 sec): 3 clusters
  Score: Raw -3045222.716140 + Penalty 3404.008953 = -3041818.707187
  nChanged 80
		SP:Iteration 68Q (28187.620000 sec): 3 clusters
  Score: Raw -3045237.689178 + Penalty 3404.008953 = -3041833.680225
  nChanged 77
		SP:Iteration 69Q (28187.990000 sec): 3 clusters
  Score: Raw -3045250.379707 + Penalty 3404.008953 = -3041846.370754
  nChanged 67
		SP:Iteration 70Q (28188.340000 sec): 3 clusters
  Score: Raw -3045260.623909 + Penalty 3404.008953 = -3041856.614956
  nChanged 66
		SP:Iteration 71Q (28188.710000 sec): 3 clusters
  Score: Raw -3045270.399456 + Penalty 3404.008953 = -3041866.390503
  nChanged 69
		SP:Iteration 72Q (28189.110000 sec): 3 clusters
  Score: Raw -3045281.879038 + Penalty 3404.008953 = -3041877.870085
  nChanged 80
		SP:Iteration 73Q (28189.460000 sec): 3 clusters
  Score: Raw -3045296.548808 + Penalty 3404.008953 = -3041892.539855
  nChanged 75
		SP:Iteration 74Q (28189.860000 sec): 3 clusters
  Score: Raw -3045307.486025 + Penalty 3404.008953 = -3041903.477071
  nChanged 45
		SP:Iteration 75Q (28190.250000 sec): 3 clusters
  Score: Raw -3045314.313614 + Penalty 3404.008953 = -3041910.304660
  nChanged 57
		SP:Iteration 76Q (28190.650000 sec): 3 clusters
  Score: Raw -3045324.212224 + Penalty 3404.008953 = -3041920.203270
  nChanged 50
		SP:Iteration 77Q (28191.030000 sec): 3 clusters
  Score: Raw -3045333.973214 + Penalty 3404.008953 = -3041929.964260
  nChanged 56
		SP:Iteration 78Q (28191.400000 sec): 3 clusters
  Score: Raw -3045345.844829 + Penalty 3404.008953 = -3041941.835876
  nChanged 61
		SP:Iteration 79Q (28191.790000 sec): 3 clusters
  Score: Raw -3045359.963181 + Penalty 3404.008953 = -3041955.954228
  nChanged 63
		SP:Iteration 80F (28192.140000 sec): 3 clusters
  Score: Raw -3045370.627479 + Penalty 3404.008953 = -3041966.618526
  nChanged 54
		SP:Iteration 81Q (28192.520000 sec): 3 clusters
  Score: Raw -3045381.242079 + Penalty 3404.008953 = -3041977.233126
  nChanged 67
		SP:Iteration 82Q (28192.900000 sec): 3 clusters
  Score: Raw -3045393.301664 + Penalty 3404.008953 = -3041989.292711
  nChanged 53
		SP:Iteration 83Q (28193.240000 sec): 3 clusters
  Score: Raw -3045403.571300 + Penalty 3404.008953 = -3041999.562346
  nChanged 53
		SP:Iteration 84Q (28193.660000 sec): 3 clusters
  Score: Raw -3045412.852835 + Penalty 3404.008953 = -3042008.843881
  nChanged 50
		SP:Iteration 85Q (28194.110000 sec): 3 clusters
  Score: Raw -3045422.438819 + Penalty 3404.008953 = -3042018.429865
  nChanged 45
		SP:Iteration 86Q (28194.530000 sec): 3 clusters
  Score: Raw -3045428.947122 + Penalty 3404.008953 = -3042024.938169
  nChanged 41
		SP:Iteration 87Q (28194.960000 sec): 3 clusters
  Score: Raw -3045436.502376 + Penalty 3404.008953 = -3042032.493423
  nChanged 47
		SP:Iteration 88Q (28195.320000 sec): 3 clusters
  Score: Raw -3045444.111490 + Penalty 3404.008953 = -3042040.102537
  nChanged 40
		SP:Iteration 89Q (28195.700000 sec): 3 clusters
  Score: Raw -3045451.724193 + Penalty 3404.008953 = -3042047.715240
  nChanged 43
		SP:Iteration 90Q (28196.060000 sec): 3 clusters
  Score: Raw -3045459.387091 + Penalty 3404.008953 = -3042055.378137
  nChanged 35
		SP:Iteration 91Q (28196.400000 sec): 3 clusters
  Score: Raw -3045466.166190 + Penalty 3404.008953 = -3042062.157237
  nChanged 33
		SP:Iteration 92Q (28196.790000 sec): 3 clusters
  Score: Raw -3045472.118254 + Penalty 3404.008953 = -3042068.109300
  nChanged 35
		SP:Iteration 93Q (28197.160000 sec): 3 clusters
  Score: Raw -3045478.305783 + Penalty 3404.008953 = -3042074.296829
  nChanged 38
		SP:Iteration 94Q (28197.540000 sec): 3 clusters
  Score: Raw -3045485.501233 + Penalty 3404.008953 = -3042081.492279
  nChanged 29
		SP:Iteration 95Q (28197.860000 sec): 3 clusters
  Score: Raw -3045490.648026 + Penalty 3404.008953 = -3042086.639072
  nChanged 27
		SP:Iteration 96Q (28198.200000 sec): 3 clusters
  Score: Raw -3045494.938054 + Penalty 3404.008953 = -3042090.929101
  nChanged 24
		SP:Iteration 97Q (28198.600000 sec): 3 clusters
  Score: Raw -3045499.432511 + Penalty 3404.008953 = -3042095.423557
  nChanged 28
		SP:Iteration 98Q (28198.960000 sec): 3 clusters
  Score: Raw -3045504.103241 + Penalty 3404.008953 = -3042100.094287
  nChanged 22
		SP:Iteration 99Q (28199.440000 sec): 3 clusters
  Score: Raw -3045507.666972 + Penalty 3404.008953 = -3042103.658019
  nChanged 17
		SP:Iteration 100F (28199.810000 sec): 3 clusters
  Score: Raw -3045510.510069 + Penalty 3404.008953 = -3042106.501116
  nChanged 20
		SP:Iteration 101Q (28200.190000 sec): 3 clusters
  Score: Raw -3045514.636931 + Penalty 3404.008953 = -3042110.627978
  nChanged 34
		SP:Iteration 102Q (28200.540000 sec): 3 clusters
  Score: Raw -3045520.806786 + Penalty 3404.008953 = -3042116.797833
  nChanged 24
		SP:Iteration 103Q (28200.880000 sec): 3 clusters
  Score: Raw -3045524.356791 + Penalty 3404.008953 = -3042120.347838
  nChanged 21
		SP:Iteration 104Q (28201.250000 sec): 3 clusters
  Score: Raw -3045527.498852 + Penalty 3404.008953 = -3042123.489899
  nChanged 20
		SP:Iteration 105Q (28201.550000 sec): 3 clusters
  Score: Raw -3045530.559731 + Penalty 3404.008953 = -3042126.550777
  nChanged 18
		SP:Iteration 106Q (28201.940000 sec): 3 clusters
  Score: Raw -3045532.987240 + Penalty 3404.008953 = -3042128.978287
  nChanged 24
		SP:Iteration 107Q (28202.360000 sec): 3 clusters
  Score: Raw -3045537.211791 + Penalty 3404.008953 = -3042133.202837
  nChanged 17
		SP:Iteration 108Q (28202.760000 sec): 3 clusters
  Score: Raw -3045539.673998 + Penalty 3404.008953 = -3042135.665045
  nChanged 19
		SP:Iteration 109Q (28203.200000 sec): 3 clusters
  Score: Raw -3045542.754022 + Penalty 3404.008953 = -3042138.745068
  nChanged 20
		SP:Iteration 110Q (28203.550000 sec): 3 clusters
  Score: Raw -3045546.320443 + Penalty 3404.008953 = -3042142.311490
  nChanged 30
		SP:Iteration 111Q (28203.960000 sec): 3 clusters
  Score: Raw -3045552.736341 + Penalty 3404.008953 = -3042148.727387
  nChanged 31
		SP:Iteration 112Q (28204.380000 sec): 3 clusters
  Score: Raw -3045558.369972 + Penalty 3404.008953 = -3042154.361019
  nChanged 32
		SP:Iteration 113Q (28204.780000 sec): 3 clusters
  Score: Raw -3045565.942993 + Penalty 3404.008953 = -3042161.934039
  nChanged 39
		SP:Iteration 114Q (28205.190000 sec): 3 clusters
  Score: Raw -3045577.083049 + Penalty 3404.008953 = -3042173.074095
  nChanged 40
		SP:Iteration 115Q (28205.600000 sec): 3 clusters
  Score: Raw -3045586.404772 + Penalty 3404.008953 = -3042182.395818
  nChanged 30
		SP:Iteration 116Q (28206.000000 sec): 3 clusters
  Score: Raw -3045593.113579 + Penalty 3404.008953 = -3042189.104626
  nChanged 29
		SP:Iteration 117Q (28206.380000 sec): 3 clusters
  Score: Raw -3045599.174001 + Penalty 3404.008953 = -3042195.165048
  nChanged 31
		SP:Iteration 118Q (28206.800000 sec): 3 clusters
  Score: Raw -3045605.663385 + Penalty 3404.008953 = -3042201.654432
  nChanged 33
		SP:Iteration 119Q (28207.220000 sec): 3 clusters
  Score: Raw -3045612.667616 + Penalty 3404.008953 = -3042208.658663
  nChanged 26
		SP:Iteration 120F (28207.640000 sec): 3 clusters
  Score: Raw -3045617.467565 + Penalty 3404.008953 = -3042213.458611
  nChanged 21
		SP:Iteration 121Q (28208.010000 sec): 3 clusters
  Score: Raw -3045621.178881 + Penalty 3404.008953 = -3042217.169927
  nChanged 18
		SP:Iteration 122Q (28208.460000 sec): 3 clusters
  Score: Raw -3045624.300866 + Penalty 3404.008953 = -3042220.291913
  nChanged 14
		SP:Iteration 123Q (28208.890000 sec): 3 clusters
  Score: Raw -3045627.471747 + Penalty 3404.008953 = -3042223.462793
  nChanged 18
		SP:Iteration 124Q (28209.280000 sec): 3 clusters
  Score: Raw -3045630.563202 + Penalty 3404.008953 = -3042226.554248
  nChanged 17
		SP:Iteration 125Q (28209.630000 sec): 3 clusters
  Score: Raw -3045633.820950 + Penalty 3404.008953 = -3042229.811996
  nChanged 27
		SP:Iteration 126Q (28210.050000 sec): 3 clusters
  Score: Raw -3045639.196394 + Penalty 3404.008953 = -3042235.187441
  nChanged 20
		SP:Iteration 127Q (28210.440000 sec): 3 clusters
  Score: Raw -3045642.482946 + Penalty 3404.008953 = -3042238.473992
  nChanged 17
		SP:Iteration 128Q (28210.750000 sec): 3 clusters
  Score: Raw -3045645.566625 + Penalty 3404.008953 = -3042241.557672
  nChanged 18
		SP:Iteration 129Q (28211.150000 sec): 3 clusters
  Score: Raw -3045649.549077 + Penalty 3404.008953 = -3042245.540124
  nChanged 11
		SP:Iteration 130Q (28211.510000 sec): 3 clusters
  Score: Raw -3045650.950035 + Penalty 3404.008953 = -3042246.941082
  nChanged 12
		SP:Iteration 131Q (28211.790000 sec): 3 clusters
  Score: Raw -3045653.160233 + Penalty 3404.008953 = -3042249.151279
  nChanged 10
		SP:Iteration 132Q (28212.170000 sec): 3 clusters
  Score: Raw -3045654.863532 + Penalty 3404.008953 = -3042250.854578
  nChanged 14
		SP:Iteration 133Q (28212.520000 sec): 3 clusters
  Score: Raw -3045657.356567 + Penalty 3404.008953 = -3042253.347614
  nChanged 16
		SP:Iteration 134Q (28212.820000 sec): 3 clusters
  Score: Raw -3045660.443881 + Penalty 3404.008953 = -3042256.434928
  nChanged 16
		SP:Iteration 135Q (28213.220000 sec): 3 clusters
  Score: Raw -3045664.017302 + Penalty 3404.008953 = -3042260.008349
  nChanged 19
		SP:Iteration 136Q (28213.580000 sec): 3 clusters
  Score: Raw -3045668.011823 + Penalty 3404.008953 = -3042264.002869
  nChanged 21
		SP:Iteration 137Q (28213.970000 sec): 3 clusters
  Score: Raw -3045672.832812 + Penalty 3404.008953 = -3042268.823859
  nChanged 23
		SP:Iteration 138Q (28214.330000 sec): 3 clusters
  Score: Raw -3045677.052268 + Penalty 3404.008953 = -3042273.043314
  nChanged 21
		SP:Iteration 139Q (28214.670000 sec): 3 clusters
  Score: Raw -3045681.730441 + Penalty 3404.008953 = -3042277.721488
  nChanged 22
		SP:Iteration 140F (28215.050000 sec): 3 clusters
  Score: Raw -3045687.536010 + Penalty 3404.008953 = -3042283.527057
  nChanged 32
		SP:Iteration 141Q (28215.420000 sec): 3 clusters
  Score: Raw -3045695.814593 + Penalty 3404.008953 = -3042291.805640
  nChanged 23
		SP:Iteration 142Q (28215.850000 sec): 3 clusters
  Score: Raw -3045701.003124 + Penalty 3404.008953 = -3042296.994171
  nChanged 18
		SP:Iteration 143Q (28216.260000 sec): 3 clusters
  Score: Raw -3045704.765763 + Penalty 3404.008953 = -3042300.756810
  nChanged 14
		SP:Iteration 144Q (28216.660000 sec): 3 clusters
  Score: Raw -3045707.533515 + Penalty 3404.008953 = -3042303.524562
  nChanged 17
		SP:Iteration 145Q (28217.010000 sec): 3 clusters
  Score: Raw -3045711.836593 + Penalty 3404.008953 = -3042307.827639
  nChanged 16
		SP:Iteration 146Q (28217.370000 sec): 3 clusters
  Score: Raw -3045716.378201 + Penalty 3404.008953 = -3042312.369247
  nChanged 23
		SP:Iteration 147Q (28217.730000 sec): 3 clusters
  Score: Raw -3045722.467403 + Penalty 3404.008953 = -3042318.458450
  nChanged 15
		SP:Iteration 148Q (28218.080000 sec): 3 clusters
  Score: Raw -3045726.339526 + Penalty 3404.008953 = -3042322.330572
  nChanged 17
		SP:Iteration 149Q (28218.400000 sec): 3 clusters
  Score: Raw -3045729.860891 + Penalty 3404.008953 = -3042325.851937
  nChanged 11
		SP:Iteration 150Q (28218.810000 sec): 3 clusters
  Score: Raw -3045732.646816 + Penalty 3404.008953 = -3042328.637862
  nChanged 9
		SP:Iteration 151Q (28219.190000 sec): 3 clusters
  Score: Raw -3045734.776718 + Penalty 3404.008953 = -3042330.767764
  nChanged 9
		SP:Iteration 152Q (28219.560000 sec): 3 clusters
  Score: Raw -3045736.479554 + Penalty 3404.008953 = -3042332.470601
  nChanged 11
		SP:Iteration 153Q (28219.880000 sec): 3 clusters
  Score: Raw -3045738.520851 + Penalty 3404.008953 = -3042334.511898
  nChanged 4
		SP:Iteration 154Q (28220.230000 sec): 3 clusters
  Score: Raw -3045739.362395 + Penalty 3404.008953 = -3042335.353442
  nChanged 3
		SP:Iteration 155Q (28220.670000 sec): 3 clusters
  Score: Raw -3045740.174071 + Penalty 3404.008953 = -3042336.165117
  nChanged 5
		SP:Iteration 156Q (28221.020000 sec): 3 clusters
  Score: Raw -3045741.469833 + Penalty 3404.008953 = -3042337.460880
  nChanged 4
		SP:Iteration 157Q (28221.380000 sec): 3 clusters
  Score: Raw -3045742.161396 + Penalty 3404.008953 = -3042338.152443
  nChanged 3
		SP:Iteration 158Q (28221.780000 sec): 3 clusters
  Score: Raw -3045742.621396 + Penalty 3404.008953 = -3042338.612443
  nChanged 6
		SP:Iteration 159Q (28222.150000 sec): 3 clusters
  Score: Raw -3045743.887049 + Penalty 3404.008953 = -3042339.878095
  nChanged 4
		SP:Iteration 160F (28222.560000 sec): 3 clusters
  Score: Raw -3045744.898000 + Penalty 3404.008953 = -3042340.889046
  nChanged 6
		SP:Iteration 161Q (28222.910000 sec): 3 clusters
  Score: Raw -3045745.919883 + Penalty 3404.008953 = -3042341.910930
  nChanged 3
		SP:Iteration 162Q (28223.260000 sec): 3 clusters
  Score: Raw -3045746.455488 + Penalty 3404.008953 = -3042342.446534
  nChanged 1
		SP:Iteration 163Q (28223.650000 sec): 3 clusters
  Score: Raw -3045746.554307 + Penalty 3404.008953 = -3042342.545353
  nChanged 0
		SP:Iteration 164F (28223.990000 sec): 3 clusters
  Score: Raw -3045746.554307 + Penalty 3404.008953 = -3042342.545353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28224.120000 sec): 2 clusters
  Score: Raw -209011.293487 + Penalty 1307.303896 = -207703.989592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28224.310000 sec): 3 clusters
  Score: Raw -207567.811637 + Penalty 2614.607791 = -204953.203846
  nChanged 1190
		SP:Iteration 1F (28224.490000 sec): 3 clusters
  Score: Raw -208429.567088 + Penalty 2614.607791 = -205814.959297
  nChanged 304
		SP:Iteration 2F (28224.660000 sec): 3 clusters
  Score: Raw -208751.090285 + Penalty 2614.607791 = -206136.482494
  nChanged 212
		SP:Iteration 3F (28224.840000 sec): 3 clusters
  Score: Raw -208983.506057 + Penalty 2614.607791 = -206368.898266
  nChanged 204
		SP:Iteration 4F (28225.010000 sec): 3 clusters
  Score: Raw -209226.012655 + Penalty 2614.607791 = -206611.404863
  nChanged 187
		SP:Iteration 5F (28225.180000 sec): 3 clusters
  Score: Raw -209447.248074 + Penalty 2614.607791 = -206832.640283
  nChanged 158
		SP:Iteration 6F (28225.360000 sec): 3 clusters
  Score: Raw -209614.148109 + Penalty 2614.607791 = -206999.540318
  nChanged 129
		SP:Iteration 7Q (28225.530000 sec): 3 clusters
  Score: Raw -209714.271253 + Penalty 2614.607791 = -207099.663462
  nChanged 89
		SP:Iteration 8Q (28225.710000 sec): 3 clusters
  Score: Raw -209771.301847 + Penalty 2614.607791 = -207156.694055
  nChanged 67
		SP:Iteration 9Q (28225.900000 sec): 3 clusters
  Score: Raw -209811.919949 + Penalty 2614.607791 = -207197.312158
  nChanged 58
		SP:Iteration 10Q (28226.090000 sec): 3 clusters
  Score: Raw -209851.059825 + Penalty 2614.607791 = -207236.452034
  nChanged 57
		SP:Iteration 11Q (28226.280000 sec): 3 clusters
  Score: Raw -209887.705253 + Penalty 2614.607791 = -207273.097461
  nChanged 40
		SP:Iteration 12Q (28226.480000 sec): 3 clusters
  Score: Raw -209916.437873 + Penalty 2614.607791 = -207301.830082
  nChanged 32
		SP:Iteration 13Q (28226.730000 sec): 3 clusters
  Score: Raw -209935.468755 + Penalty 2614.607791 = -207320.860964
  nChanged 27
		SP:Iteration 14Q (28226.910000 sec): 3 clusters
  Score: Raw -209949.840166 + Penalty 2614.607791 = -207335.232375
  nChanged 22
		SP:Iteration 15Q (28227.090000 sec): 3 clusters
  Score: Raw -209961.018753 + Penalty 2614.607791 = -207346.410962
  nChanged 17
		SP:Iteration 16Q (28227.230000 sec): 3 clusters
  Score: Raw -209967.205463 + Penalty 2614.607791 = -207352.597672
  nChanged 13
		SP:Iteration 17Q (28227.360000 sec): 3 clusters
  Score: Raw -209971.169466 + Penalty 2614.607791 = -207356.561675
  nChanged 9
		SP:Iteration 18Q (28227.520000 sec): 3 clusters
  Score: Raw -209975.876026 + Penalty 2614.607791 = -207361.268235
  nChanged 10
		SP:Iteration 19Q (28227.740000 sec): 3 clusters
  Score: Raw -209980.004232 + Penalty 2614.607791 = -207365.396441
  nChanged 12
		SP:Iteration 20F (28227.940000 sec): 3 clusters
  Score: Raw -209984.696476 + Penalty 2614.607791 = -207370.088685
  nChanged 16
		SP:Iteration 21Q (28228.100000 sec): 3 clusters
  Score: Raw -209992.852031 + Penalty 2614.607791 = -207378.244240
  nChanged 10
		SP:Iteration 22Q (28228.270000 sec): 3 clusters
  Score: Raw -209997.575869 + Penalty 2614.607791 = -207382.968078
  nChanged 15
		SP:Iteration 23Q (28228.420000 sec): 3 clusters
  Score: Raw -210007.852392 + Penalty 2614.607791 = -207393.244601
  nChanged 22
		SP:Iteration 24Q (28228.550000 sec): 3 clusters
  Score: Raw -210031.991843 + Penalty 2614.607791 = -207417.384052
  nChanged 24
		SP:Iteration 25Q (28228.760000 sec): 3 clusters
  Score: Raw -210052.840988 + Penalty 2614.607791 = -207438.233197
  nChanged 27
		SP:Iteration 26Q (28228.950000 sec): 3 clusters
  Score: Raw -210064.992965 + Penalty 2614.607791 = -207450.385173
  nChanged 24
		SP:Iteration 27Q (28229.080000 sec): 3 clusters
  Score: Raw -210075.372932 + Penalty 2614.607791 = -207460.765141
  nChanged 18
		SP:Iteration 28Q (28229.210000 sec): 3 clusters
  Score: Raw -210084.860528 + Penalty 2614.607791 = -207470.252737
  nChanged 16
		SP:Iteration 29Q (28229.360000 sec): 3 clusters
  Score: Raw -210092.621532 + Penalty 2614.607791 = -207478.013741
  nChanged 12
		SP:Iteration 30Q (28229.550000 sec): 3 clusters
  Score: Raw -210099.526846 + Penalty 2614.607791 = -207484.919055
  nChanged 6
		SP:Iteration 31Q (28229.740000 sec): 3 clusters
  Score: Raw -210102.553698 + Penalty 2614.607791 = -207487.945907
  nChanged 5
		SP:Iteration 32Q (28229.970000 sec): 3 clusters
  Score: Raw -210104.690856 + Penalty 2614.607791 = -207490.083065
  nChanged 10
		SP:Iteration 33Q (28230.200000 sec): 3 clusters
  Score: Raw -210108.273990 + Penalty 2614.607791 = -207493.666199
  nChanged 6
		SP:Iteration 34Q (28230.420000 sec): 3 clusters
  Score: Raw -210110.254152 + Penalty 2614.607791 = -207495.646361
  nChanged 3
		SP:Iteration 35Q (28230.580000 sec): 3 clusters
  Score: Raw -210111.621605 + Penalty 2614.607791 = -207497.013814
  nChanged 1
		SP:Iteration 36Q (28230.740000 sec): 3 clusters
  Score: Raw -210111.852185 + Penalty 2614.607791 = -207497.244394
  nChanged 0
		SP:Iteration 37F (28230.890000 sec): 3 clusters
  Score: Raw -210111.852185 + Penalty 2614.607791 = -207497.244394
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28230.980000 sec): 2 clusters
  Score: Raw -418594.308733 + Penalty 1396.339278 = -417197.969455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28231.170000 sec): 3 clusters
  Score: Raw -415768.997492 + Penalty 2792.678556 = -412976.318936
  nChanged 2217
		SP:Iteration 1F (28231.370000 sec): 3 clusters
  Score: Raw -417077.148357 + Penalty 2792.678556 = -414284.469801
  nChanged 433
		SP:Iteration 2F (28231.530000 sec): 3 clusters
  Score: Raw -417395.207249 + Penalty 2792.678556 = -414602.528693
  nChanged 410
		SP:Iteration 3F (28231.670000 sec): 3 clusters
  Score: Raw -417722.275306 + Penalty 2792.678556 = -414929.596750
  nChanged 355
		SP:Iteration 4F (28231.820000 sec): 3 clusters
  Score: Raw -417988.021511 + Penalty 2792.678556 = -415195.342955
  nChanged 306
		SP:Iteration 5F (28231.990000 sec): 3 clusters
  Score: Raw -418184.796000 + Penalty 2792.678556 = -415392.117444
  nChanged 229
		SP:Iteration 6Q (28232.120000 sec): 3 clusters
  Score: Raw -418315.671711 + Penalty 2792.678556 = -415522.993155
  nChanged 220
		SP:Iteration 7Q (28232.310000 sec): 3 clusters
  Score: Raw -418448.718660 + Penalty 2792.678556 = -415656.040104
  nChanged 181
		SP:Iteration 8Q (28232.580000 sec): 3 clusters
  Score: Raw -418549.834605 + Penalty 2792.678556 = -415757.156049
  nChanged 148
		SP:Iteration 9Q (28232.810000 sec): 3 clusters
  Score: Raw -418632.330262 + Penalty 2792.678556 = -415839.651706
  nChanged 121
		SP:Iteration 10Q (28233.020000 sec): 3 clusters
  Score: Raw -418687.250623 + Penalty 2792.678556 = -415894.572067
  nChanged 87
		SP:Iteration 11Q (28233.240000 sec): 3 clusters
  Score: Raw -418722.065832 + Penalty 2792.678556 = -415929.387276
  nChanged 66
		SP:Iteration 12Q (28233.440000 sec): 3 clusters
  Score: Raw -418743.902420 + Penalty 2792.678556 = -415951.223864
  nChanged 55
		SP:Iteration 13Q (28233.650000 sec): 3 clusters
  Score: Raw -418763.997785 + Penalty 2792.678556 = -415971.319229
  nChanged 59
		SP:Iteration 14Q (28233.860000 sec): 3 clusters
  Score: Raw -418783.503934 + Penalty 2792.678556 = -415990.825378
  nChanged 33
		SP:Iteration 15Q (28234.070000 sec): 3 clusters
  Score: Raw -418792.413129 + Penalty 2792.678556 = -415999.734573
  nChanged 22
		SP:Iteration 16Q (28234.310000 sec): 3 clusters
  Score: Raw -418797.234590 + Penalty 2792.678556 = -416004.556034
  nChanged 19
		SP:Iteration 17Q (28234.500000 sec): 3 clusters
  Score: Raw -418801.837534 + Penalty 2792.678556 = -416009.158978
  nChanged 16
		SP:Iteration 18Q (28234.640000 sec): 3 clusters
  Score: Raw -418805.116014 + Penalty 2792.678556 = -416012.437458
  nChanged 13
		SP:Iteration 19Q (28234.880000 sec): 3 clusters
  Score: Raw -418807.252530 + Penalty 2792.678556 = -416014.573974
  nChanged 7
		SP:Iteration 20F (28235.070000 sec): 3 clusters
  Score: Raw -418809.006236 + Penalty 2792.678556 = -416016.327680
  nChanged 6
		SP:Iteration 21Q (28235.250000 sec): 3 clusters
  Score: Raw -418810.207189 + Penalty 2792.678556 = -416017.528633
  nChanged 5
		SP:Iteration 22Q (28235.480000 sec): 3 clusters
  Score: Raw -418811.226508 + Penalty 2792.678556 = -416018.547952
  nChanged 3
		SP:Iteration 23Q (28235.730000 sec): 3 clusters
  Score: Raw -418812.139248 + Penalty 2792.678556 = -416019.460692
  nChanged 6
		SP:Iteration 24Q (28235.950000 sec): 3 clusters
  Score: Raw -418813.558775 + Penalty 2792.678556 = -416020.880219
  nChanged 2
		SP:Iteration 25Q (28236.150000 sec): 3 clusters
  Score: Raw -418813.845876 + Penalty 2792.678556 = -416021.167320
  nChanged 2
		SP:Iteration 26Q (28236.330000 sec): 3 clusters
  Score: Raw -418814.096874 + Penalty 2792.678556 = -416021.418318
  nChanged 1
		SP:Iteration 27Q (28236.520000 sec): 3 clusters
  Score: Raw -418814.254201 + Penalty 2792.678556 = -416021.575646
  nChanged 1
		SP:Iteration 28Q (28236.750000 sec): 3 clusters
  Score: Raw -418814.450069 + Penalty 2792.678556 = -416021.771513
  nChanged 0
		SP:Iteration 29F (28236.970000 sec): 3 clusters
  Score: Raw -418814.450069 + Penalty 2792.678556 = -416021.771513
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28237.050000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28237.260000 sec): 3 clusters
  Score: Raw -258811.000167 + Penalty 2629.480333 = -256181.519835
  nChanged 1269
		SP:Iteration 1F (28237.420000 sec): 3 clusters
  Score: Raw -259532.623147 + Penalty 2629.480333 = -256903.142814
  nChanged 246
		SP:Iteration 2F (28237.550000 sec): 3 clusters
  Score: Raw -259681.823415 + Penalty 2629.480333 = -257052.343082
  nChanged 159
		SP:Iteration 3Q (28237.690000 sec): 3 clusters
  Score: Raw -259773.360563 + Penalty 2629.480333 = -257143.880231
  nChanged 131
		SP:Iteration 4Q (28237.850000 sec): 3 clusters
  Score: Raw -259849.978132 + Penalty 2629.480333 = -257220.497799
  nChanged 121
		SP:Iteration 5Q (28238.030000 sec): 3 clusters
  Score: Raw -259912.961334 + Penalty 2629.480333 = -257283.481002
  nChanged 102
		SP:Iteration 6Q (28238.170000 sec): 3 clusters
  Score: Raw -259968.747460 + Penalty 2629.480333 = -257339.267127
  nChanged 105
		SP:Iteration 7Q (28238.310000 sec): 3 clusters
  Score: Raw -260031.425825 + Penalty 2629.480333 = -257401.945492
  nChanged 109
		SP:Iteration 8Q (28238.450000 sec): 3 clusters
  Score: Raw -260099.202138 + Penalty 2629.480333 = -257469.721805
  nChanged 104
		SP:Iteration 9Q (28238.600000 sec): 3 clusters
  Score: Raw -260172.183210 + Penalty 2629.480333 = -257542.702878
  nChanged 106
		SP:Iteration 10Q (28238.740000 sec): 3 clusters
  Score: Raw -260247.900865 + Penalty 2629.480333 = -257618.420532
  nChanged 118
		SP:Iteration 11Q (28238.890000 sec): 3 clusters
  Score: Raw -260335.983168 + Penalty 2629.480333 = -257706.502836
  nChanged 95
		SP:Iteration 12Q (28239.030000 sec): 3 clusters
  Score: Raw -260406.290982 + Penalty 2629.480333 = -257776.810649
  nChanged 78
		SP:Iteration 13Q (28239.170000 sec): 3 clusters
  Score: Raw -260459.554567 + Penalty 2629.480333 = -257830.074234
  nChanged 56
		SP:Iteration 14Q (28239.320000 sec): 3 clusters
  Score: Raw -260499.308001 + Penalty 2629.480333 = -257869.827669
  nChanged 42
		SP:Iteration 15Q (28239.460000 sec): 3 clusters
  Score: Raw -260533.492746 + Penalty 2629.480333 = -257904.012413
  nChanged 39
		SP:Iteration 16Q (28239.610000 sec): 3 clusters
  Score: Raw -260564.269149 + Penalty 2629.480333 = -257934.788816
  nChanged 33
		SP:Iteration 17Q (28239.750000 sec): 3 clusters
  Score: Raw -260590.656270 + Penalty 2629.480333 = -257961.175937
  nChanged 22
		SP:Iteration 18Q (28239.900000 sec): 3 clusters
  Score: Raw -260606.577309 + Penalty 2629.480333 = -257977.096977
  nChanged 20
		SP:Iteration 19Q (28240.040000 sec): 3 clusters
  Score: Raw -260623.229624 + Penalty 2629.480333 = -257993.749292
  nChanged 11
		SP:Iteration 20F (28240.180000 sec): 3 clusters
  Score: Raw -260631.782168 + Penalty 2629.480333 = -258002.301835
  nChanged 6
		SP:Iteration 21Q (28240.300000 sec): 3 clusters
  Score: Raw -260636.115590 + Penalty 2629.480333 = -258006.635257
  nChanged 4
		SP:Iteration 22Q (28240.430000 sec): 3 clusters
  Score: Raw -260638.978704 + Penalty 2629.480333 = -258009.498371
  nChanged 3
		SP:Iteration 23Q (28240.560000 sec): 3 clusters
  Score: Raw -260640.616385 + Penalty 2629.480333 = -258011.136052
  nChanged 2
		SP:Iteration 24Q (28240.690000 sec): 3 clusters
  Score: Raw -260642.434594 + Penalty 2629.480333 = -258012.954261
  nChanged 3
		SP:Iteration 25Q (28240.820000 sec): 3 clusters
  Score: Raw -260645.980236 + Penalty 2629.480333 = -258016.499903
  nChanged 3
		SP:Iteration 26Q (28240.940000 sec): 3 clusters
  Score: Raw -260647.949293 + Penalty 2629.480333 = -258018.468960
  nChanged 1
		SP:Iteration 27Q (28241.070000 sec): 3 clusters
  Score: Raw -260648.715673 + Penalty 2629.480333 = -258019.235340
  nChanged 1
		SP:Iteration 28Q (28241.200000 sec): 3 clusters
  Score: Raw -260648.873884 + Penalty 2629.480333 = -258019.393551
  nChanged 1
		SP:Iteration 29Q (28241.330000 sec): 3 clusters
  Score: Raw -260649.061419 + Penalty 2629.480333 = -258019.581086
  nChanged 0
		SP:Iteration 30F (28241.470000 sec): 3 clusters
  Score: Raw -260649.061419 + Penalty 2629.480333 = -258019.581086
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28241.580000 sec): 2 clusters
  Score: Raw -232490.956765 + Penalty 1290.518329 = -231200.438437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28241.740000 sec): 3 clusters
  Score: Raw -231177.388832 + Penalty 2581.036657 = -228596.352175
  nChanged 1028
		SP:Iteration 1F (28241.900000 sec): 3 clusters
  Score: Raw -231801.509892 + Penalty 2581.036657 = -229220.473235
  nChanged 224
		SP:Iteration 2F (28242.060000 sec): 3 clusters
  Score: Raw -231969.564677 + Penalty 2581.036657 = -229388.528020
  nChanged 182
		SP:Iteration 3F (28242.220000 sec): 3 clusters
  Score: Raw -232104.816487 + Penalty 2581.036657 = -229523.779830
  nChanged 138
		SP:Iteration 4Q (28242.380000 sec): 3 clusters
  Score: Raw -232209.086187 + Penalty 2581.036657 = -229628.049529
  nChanged 128
		SP:Iteration 5Q (28242.540000 sec): 3 clusters
  Score: Raw -232310.498101 + Penalty 2581.036657 = -229729.461444
  nChanged 128
		SP:Iteration 6Q (28242.700000 sec): 3 clusters
  Score: Raw -232425.052551 + Penalty 2581.036657 = -229844.015894
  nChanged 123
		SP:Iteration 7Q (28242.850000 sec): 3 clusters
  Score: Raw -232529.744923 + Penalty 2581.036657 = -229948.708265
  nChanged 105
		SP:Iteration 8Q (28243.010000 sec): 3 clusters
  Score: Raw -232612.669559 + Penalty 2581.036657 = -230031.632902
  nChanged 82
		SP:Iteration 9Q (28243.170000 sec): 3 clusters
  Score: Raw -232677.717171 + Penalty 2581.036657 = -230096.680513
  nChanged 80
		SP:Iteration 10Q (28243.330000 sec): 3 clusters
  Score: Raw -232748.931531 + Penalty 2581.036657 = -230167.894874
  nChanged 68
		SP:Iteration 11Q (28243.490000 sec): 3 clusters
  Score: Raw -232801.959137 + Penalty 2581.036657 = -230220.922480
  nChanged 53
		SP:Iteration 12Q (28243.650000 sec): 3 clusters
  Score: Raw -232837.483866 + Penalty 2581.036657 = -230256.447209
  nChanged 37
		SP:Iteration 13Q (28243.810000 sec): 3 clusters
  Score: Raw -232858.113815 + Penalty 2581.036657 = -230277.077158
  nChanged 32
		SP:Iteration 14Q (28243.970000 sec): 3 clusters
  Score: Raw -232870.953485 + Penalty 2581.036657 = -230289.916828
  nChanged 16
		SP:Iteration 15Q (28244.170000 sec): 3 clusters
  Score: Raw -232878.469860 + Penalty 2581.036657 = -230297.433203
  nChanged 13
		SP:Iteration 16Q (28244.320000 sec): 3 clusters
  Score: Raw -232883.989292 + Penalty 2581.036657 = -230302.952634
  nChanged 9
		SP:Iteration 17Q (28244.490000 sec): 3 clusters
  Score: Raw -232887.863366 + Penalty 2581.036657 = -230306.826709
  nChanged 5
		SP:Iteration 18Q (28244.680000 sec): 3 clusters
  Score: Raw -232889.412793 + Penalty 2581.036657 = -230308.376136
  nChanged 3
		SP:Iteration 19Q (28244.900000 sec): 3 clusters
  Score: Raw -232890.501071 + Penalty 2581.036657 = -230309.464413
  nChanged 2
		SP:Iteration 20F (28245.020000 sec): 3 clusters
  Score: Raw -232891.679462 + Penalty 2581.036657 = -230310.642805
  nChanged 3
		SP:Iteration 21Q (28245.230000 sec): 3 clusters
  Score: Raw -232893.115804 + Penalty 2581.036657 = -230312.079147
  nChanged 3
		SP:Iteration 22Q (28245.410000 sec): 3 clusters
  Score: Raw -232894.582686 + Penalty 2581.036657 = -230313.546029
  nChanged 2
		SP:Iteration 23Q (28245.570000 sec): 3 clusters
  Score: Raw -232895.480880 + Penalty 2581.036657 = -230314.444223
  nChanged 4
		SP:Iteration 24Q (28245.750000 sec): 3 clusters
  Score: Raw -232897.552006 + Penalty 2581.036657 = -230316.515349
  nChanged 3
		SP:Iteration 25Q (28245.930000 sec): 3 clusters
  Score: Raw -232898.819109 + Penalty 2581.036657 = -230317.782452
  nChanged 3
		SP:Iteration 26Q (28246.060000 sec): 3 clusters
  Score: Raw -232900.797967 + Penalty 2581.036657 = -230319.761310
  nChanged 3
		SP:Iteration 27Q (28246.230000 sec): 3 clusters
  Score: Raw -232902.936995 + Penalty 2581.036657 = -230321.900337
  nChanged 3
		SP:Iteration 28Q (28246.390000 sec): 3 clusters
  Score: Raw -232904.452265 + Penalty 2581.036657 = -230323.415608
  nChanged 1
		SP:Iteration 29Q (28246.550000 sec): 3 clusters
  Score: Raw -232905.050414 + Penalty 2581.036657 = -230324.013757
  nChanged 0
		SP:Iteration 30F (28246.750000 sec): 3 clusters
  Score: Raw -232905.050414 + Penalty 2581.036657 = -230324.013757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28246.860000 sec): 2 clusters
  Score: Raw -46556.250463 + Penalty 1039.501069 = -45516.749394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28247.080000 sec): 3 clusters
  Score: Raw -46450.852260 + Penalty 2079.002138 = -44371.850122
  nChanged 153
		SP:Iteration 1F (28247.280000 sec): 3 clusters
  Score: Raw -46670.545516 + Penalty 2079.002138 = -44591.543378
  nChanged 47
		SP:Iteration 2F (28247.500000 sec): 3 clusters
  Score: Raw -46775.470531 + Penalty 2079.002138 = -44696.468393
  nChanged 38
		SP:Iteration 3F (28247.600000 sec): 3 clusters
  Score: Raw -46885.618384 + Penalty 2079.002138 = -44806.616246
  nChanged 50
		SP:Iteration 4F (28247.800000 sec): 3 clusters
  Score: Raw -47042.349064 + Penalty 2079.002138 = -44963.346926
  nChanged 38
		SP:Iteration 5F (28247.920000 sec): 3 clusters
  Score: Raw -47325.138194 + Penalty 2079.002138 = -45246.136056
  nChanged 27
		SP:Iteration 6Q (28248.080000 sec): 3 clusters
  Score: Raw -47512.612615 + Penalty 2079.002138 = -45433.610477
  nChanged 11
		SP:Iteration 7Q (28248.230000 sec): 3 clusters
  Score: Raw -47548.774685 + Penalty 2079.002138 = -45469.772547
  nChanged 4
		SP:Iteration 8Q (28248.350000 sec): 3 clusters
  Score: Raw -47560.747809 + Penalty 2079.002138 = -45481.745671
  nChanged 1
		SP:Iteration 9Q (28248.540000 sec): 3 clusters
  Score: Raw -47562.873787 + Penalty 2079.002138 = -45483.871649
  nChanged 0
		SP:Iteration 10F (28248.750000 sec): 3 clusters
  Score: Raw -47562.873787 + Penalty 2079.002138 = -45483.871649
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28248.890000 sec): 2 clusters
  Score: Raw -226172.883522 + Penalty 1315.930648 = -224856.952874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28249.030000 sec): 3 clusters
  Score: Raw -224661.123469 + Penalty 2631.861296 = -222029.262173
  nChanged 1272
		SP:Iteration 1F (28249.160000 sec): 3 clusters
  Score: Raw -225552.936629 + Penalty 2631.861296 = -222921.075333
  nChanged 333
		SP:Iteration 2F (28249.340000 sec): 3 clusters
  Score: Raw -225861.845652 + Penalty 2631.861296 = -223229.984356
  nChanged 241
		SP:Iteration 3F (28249.510000 sec): 3 clusters
  Score: Raw -226073.189836 + Penalty 2631.861296 = -223441.328540
  nChanged 194
		SP:Iteration 4F (28249.680000 sec): 3 clusters
  Score: Raw -226229.942033 + Penalty 2631.861296 = -223598.080737
  nChanged 136
		SP:Iteration 5Q (28249.850000 sec): 3 clusters
  Score: Raw -226314.653577 + Penalty 2631.861296 = -223682.792282
  nChanged 97
		SP:Iteration 6Q (28250.050000 sec): 3 clusters
  Score: Raw -226379.030875 + Penalty 2631.861296 = -223747.169579
  nChanged 82
		SP:Iteration 7Q (28250.240000 sec): 3 clusters
  Score: Raw -226450.547831 + Penalty 2631.861296 = -223818.686535
  nChanged 94
		SP:Iteration 8Q (28250.430000 sec): 3 clusters
  Score: Raw -226516.620734 + Penalty 2631.861296 = -223884.759439
  nChanged 78
		SP:Iteration 9Q (28250.630000 sec): 3 clusters
  Score: Raw -226598.227443 + Penalty 2631.861296 = -223966.366147
  nChanged 90
		SP:Iteration 10Q (28250.820000 sec): 3 clusters
  Score: Raw -226710.078077 + Penalty 2631.861296 = -224078.216782
  nChanged 102
		SP:Iteration 11Q (28251.050000 sec): 3 clusters
  Score: Raw -226811.286640 + Penalty 2631.861296 = -224179.425344
  nChanged 114
		SP:Iteration 12Q (28251.210000 sec): 3 clusters
  Score: Raw -226904.872978 + Penalty 2631.861296 = -224273.011683
  nChanged 91
		SP:Iteration 13Q (28251.390000 sec): 3 clusters
  Score: Raw -226971.799792 + Penalty 2631.861296 = -224339.938497
  nChanged 60
		SP:Iteration 14Q (28251.590000 sec): 3 clusters
  Score: Raw -227003.920925 + Penalty 2631.861296 = -224372.059629
  nChanged 52
		SP:Iteration 15Q (28251.750000 sec): 3 clusters
  Score: Raw -227033.042164 + Penalty 2631.861296 = -224401.180868
  nChanged 41
		SP:Iteration 16Q (28251.890000 sec): 3 clusters
  Score: Raw -227053.808674 + Penalty 2631.861296 = -224421.947378
  nChanged 36
		SP:Iteration 17Q (28252.040000 sec): 3 clusters
  Score: Raw -227070.704343 + Penalty 2631.861296 = -224438.843047
  nChanged 26
		SP:Iteration 18Q (28252.190000 sec): 3 clusters
  Score: Raw -227083.871727 + Penalty 2631.861296 = -224452.010431
  nChanged 27
		SP:Iteration 19Q (28252.370000 sec): 3 clusters
  Score: Raw -227093.885608 + Penalty 2631.861296 = -224462.024312
  nChanged 24
		SP:Iteration 20F (28252.540000 sec): 3 clusters
  Score: Raw -227101.069313 + Penalty 2631.861296 = -224469.208018
  nChanged 17
		SP:Iteration 21Q (28252.720000 sec): 3 clusters
  Score: Raw -227109.650045 + Penalty 2631.861296 = -224477.788749
  nChanged 13
		SP:Iteration 22Q (28252.860000 sec): 3 clusters
  Score: Raw -227113.258761 + Penalty 2631.861296 = -224481.397466
  nChanged 11
		SP:Iteration 23Q (28253.060000 sec): 3 clusters
  Score: Raw -227116.088373 + Penalty 2631.861296 = -224484.227077
  nChanged 7
		SP:Iteration 24Q (28253.260000 sec): 3 clusters
  Score: Raw -227117.724869 + Penalty 2631.861296 = -224485.863574
  nChanged 4
		SP:Iteration 25Q (28253.440000 sec): 3 clusters
  Score: Raw -227118.510767 + Penalty 2631.861296 = -224486.649471
  nChanged 0
		SP:Iteration 26F (28253.640000 sec): 3 clusters
  Score: Raw -227118.510767 + Penalty 2631.861296 = -224486.649471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28253.700000 sec): 2 clusters
  Score: Raw -115859.550860 + Penalty 1200.904482 = -114658.646378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28253.910000 sec): 3 clusters
  Score: Raw -115207.477864 + Penalty 2401.808964 = -112805.668900
  nChanged 571
		SP:Iteration 1F (28254.120000 sec): 3 clusters
  Score: Raw -115706.304887 + Penalty 2401.808964 = -113304.495923
  nChanged 155
		SP:Iteration 2F (28254.310000 sec): 3 clusters
  Score: Raw -115859.579414 + Penalty 2401.808964 = -113457.770450
  nChanged 93
		SP:Iteration 3F (28254.480000 sec): 3 clusters
  Score: Raw -115956.673470 + Penalty 2401.808964 = -113554.864505
  nChanged 68
		SP:Iteration 4Q (28254.690000 sec): 3 clusters
  Score: Raw -116025.331143 + Penalty 2401.808964 = -113623.522179
  nChanged 56
		SP:Iteration 5Q (28254.930000 sec): 3 clusters
  Score: Raw -116063.424894 + Penalty 2401.808964 = -113661.615930
  nChanged 33
		SP:Iteration 6Q (28255.180000 sec): 3 clusters
  Score: Raw -116080.038571 + Penalty 2401.808964 = -113678.229607
  nChanged 26
		SP:Iteration 7Q (28255.350000 sec): 3 clusters
  Score: Raw -116102.440484 + Penalty 2401.808964 = -113700.631520
  nChanged 23
		SP:Iteration 8Q (28255.520000 sec): 3 clusters
  Score: Raw -116120.320535 + Penalty 2401.808964 = -113718.511571
  nChanged 28
		SP:Iteration 9Q (28255.730000 sec): 3 clusters
  Score: Raw -116143.067602 + Penalty 2401.808964 = -113741.258638
  nChanged 25
		SP:Iteration 10Q (28255.890000 sec): 3 clusters
  Score: Raw -116161.347986 + Penalty 2401.808964 = -113759.539022
  nChanged 17
		SP:Iteration 11Q (28256.050000 sec): 3 clusters
  Score: Raw -116169.389369 + Penalty 2401.808964 = -113767.580404
  nChanged 16
		SP:Iteration 12Q (28256.240000 sec): 3 clusters
  Score: Raw -116176.239294 + Penalty 2401.808964 = -113774.430330
  nChanged 9
		SP:Iteration 13Q (28256.460000 sec): 3 clusters
  Score: Raw -116181.520429 + Penalty 2401.808964 = -113779.711465
  nChanged 6
		SP:Iteration 14Q (28256.590000 sec): 3 clusters
  Score: Raw -116184.981243 + Penalty 2401.808964 = -113783.172278
  nChanged 9
		SP:Iteration 15Q (28256.770000 sec): 3 clusters
  Score: Raw -116190.531888 + Penalty 2401.808964 = -113788.722923
  nChanged 9
		SP:Iteration 16Q (28256.930000 sec): 3 clusters
  Score: Raw -116197.442578 + Penalty 2401.808964 = -113795.633614
  nChanged 9
		SP:Iteration 17Q (28257.050000 sec): 3 clusters
  Score: Raw -116203.372468 + Penalty 2401.808964 = -113801.563504
  nChanged 8
		SP:Iteration 18Q (28257.210000 sec): 3 clusters
  Score: Raw -116209.263566 + Penalty 2401.808964 = -113807.454602
  nChanged 13
		SP:Iteration 19Q (28257.410000 sec): 3 clusters
  Score: Raw -116221.920503 + Penalty 2401.808964 = -113820.111539
  nChanged 16
		SP:Iteration 20F (28257.640000 sec): 3 clusters
  Score: Raw -116236.750442 + Penalty 2401.808964 = -113834.941477
  nChanged 21
		SP:Iteration 21Q (28257.750000 sec): 3 clusters
  Score: Raw -116257.040366 + Penalty 2401.808964 = -113855.231402
  nChanged 25
		SP:Iteration 22Q (28257.920000 sec): 3 clusters
  Score: Raw -116280.935892 + Penalty 2401.808964 = -113879.126928
  nChanged 27
		SP:Iteration 23Q (28258.100000 sec): 3 clusters
  Score: Raw -116299.438512 + Penalty 2401.808964 = -113897.629547
  nChanged 24
		SP:Iteration 24Q (28258.210000 sec): 3 clusters
  Score: Raw -116317.416886 + Penalty 2401.808964 = -113915.607922
  nChanged 15
		SP:Iteration 25Q (28258.430000 sec): 3 clusters
  Score: Raw -116323.370039 + Penalty 2401.808964 = -113921.561075
  nChanged 7
		SP:Iteration 26Q (28258.540000 sec): 3 clusters
  Score: Raw -116330.378389 + Penalty 2401.808964 = -113928.569425
  nChanged 4
		SP:Iteration 27Q (28258.720000 sec): 3 clusters
  Score: Raw -116333.206184 + Penalty 2401.808964 = -113931.397220
  nChanged 5
		SP:Iteration 28Q (28258.900000 sec): 3 clusters
  Score: Raw -116336.358463 + Penalty 2401.808964 = -113934.549498
  nChanged 2
		SP:Iteration 29Q (28259.020000 sec): 3 clusters
  Score: Raw -116337.566930 + Penalty 2401.808964 = -113935.757966
  nChanged 2
		SP:Iteration 30Q (28259.200000 sec): 3 clusters
  Score: Raw -116338.063799 + Penalty 2401.808964 = -113936.254834
  nChanged 2
		SP:Iteration 31Q (28259.380000 sec): 3 clusters
  Score: Raw -116338.882833 + Penalty 2401.808964 = -113937.073869
  nChanged 2
		SP:Iteration 32Q (28259.500000 sec): 3 clusters
  Score: Raw -116340.191524 + Penalty 2401.808964 = -113938.382560
  nChanged 1
		SP:Iteration 33Q (28259.680000 sec): 3 clusters
  Score: Raw -116340.737769 + Penalty 2401.808964 = -113938.928805
  nChanged 0
		SP:Iteration 34F (28259.860000 sec): 3 clusters
  Score: Raw -116340.737769 + Penalty 2401.808964 = -113938.928805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28259.960000 sec): 2 clusters
  Score: Raw -225944.155978 + Penalty 1284.694176 = -224659.461803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28260.110000 sec): 3 clusters
  Score: Raw -224670.325470 + Penalty 2569.388352 = -222100.937118
  nChanged 1040
		SP:Iteration 1F (28260.290000 sec): 3 clusters
  Score: Raw -225316.390932 + Penalty 2569.388352 = -222747.002580
  nChanged 229
		SP:Iteration 2F (28260.470000 sec): 3 clusters
  Score: Raw -225457.358562 + Penalty 2569.388352 = -222887.970210
  nChanged 132
		SP:Iteration 3Q (28260.590000 sec): 3 clusters
  Score: Raw -225535.779834 + Penalty 2569.388352 = -222966.391483
  nChanged 88
		SP:Iteration 4Q (28260.770000 sec): 3 clusters
  Score: Raw -225588.399134 + Penalty 2569.388352 = -223019.010782
  nChanged 80
		SP:Iteration 5Q (28260.950000 sec): 3 clusters
  Score: Raw -225636.981504 + Penalty 2569.388352 = -223067.593153
  nChanged 82
		SP:Iteration 6Q (28261.070000 sec): 3 clusters
  Score: Raw -225683.382092 + Penalty 2569.388352 = -223113.993741
  nChanged 99
		SP:Iteration 7Q (28261.250000 sec): 3 clusters
  Score: Raw -225759.339998 + Penalty 2569.388352 = -223189.951646
  nChanged 109
		SP:Iteration 8Q (28261.430000 sec): 3 clusters
  Score: Raw -225852.632263 + Penalty 2569.388352 = -223283.243911
  nChanged 135
		SP:Iteration 9Q (28261.550000 sec): 3 clusters
  Score: Raw -225995.097895 + Penalty 2569.388352 = -223425.709543
  nChanged 141
		SP:Iteration 10F (28261.730000 sec): 3 clusters
  Score: Raw -226133.551560 + Penalty 2569.388352 = -223564.163209
  nChanged 122
		SP:Iteration 11Q (28261.910000 sec): 3 clusters
  Score: Raw -226233.104104 + Penalty 2569.388352 = -223663.715753
  nChanged 90
		SP:Iteration 12Q (28262.030000 sec): 3 clusters
  Score: Raw -226327.228871 + Penalty 2569.388352 = -223757.840520
  nChanged 99
		SP:Iteration 13Q (28262.210000 sec): 3 clusters
  Score: Raw -226440.116072 + Penalty 2569.388352 = -223870.727720
  nChanged 76
		SP:Iteration 14Q (28262.390000 sec): 3 clusters
  Score: Raw -226522.582041 + Penalty 2569.388352 = -223953.193689
  nChanged 62
		SP:Iteration 15Q (28262.510000 sec): 3 clusters
  Score: Raw -226576.013428 + Penalty 2569.388352 = -224006.625076
  nChanged 46
		SP:Iteration 16Q (28262.690000 sec): 3 clusters
  Score: Raw -226610.817317 + Penalty 2569.388352 = -224041.428965
  nChanged 45
		SP:Iteration 17Q (28262.870000 sec): 3 clusters
  Score: Raw -226641.544049 + Penalty 2569.388352 = -224072.155698
  nChanged 25
		SP:Iteration 18Q (28262.990000 sec): 3 clusters
  Score: Raw -226656.191814 + Penalty 2569.388352 = -224086.803462
  nChanged 19
		SP:Iteration 19Q (28263.170000 sec): 3 clusters
  Score: Raw -226664.106672 + Penalty 2569.388352 = -224094.718321
  nChanged 8
		SP:Iteration 20F (28263.350000 sec): 3 clusters
  Score: Raw -226667.418526 + Penalty 2569.388352 = -224098.030174
  nChanged 6
		SP:Iteration 21Q (28263.470000 sec): 3 clusters
  Score: Raw -226670.259817 + Penalty 2569.388352 = -224100.871466
  nChanged 5
		SP:Iteration 22Q (28263.650000 sec): 3 clusters
  Score: Raw -226672.681654 + Penalty 2569.388352 = -224103.293303
  nChanged 2
		SP:Iteration 23Q (28263.830000 sec): 3 clusters
  Score: Raw -226673.577574 + Penalty 2569.388352 = -224104.189223
  nChanged 3
		SP:Iteration 24Q (28263.950000 sec): 3 clusters
  Score: Raw -226674.596036 + Penalty 2569.388352 = -224105.207684
  nChanged 2
		SP:Iteration 25Q (28264.130000 sec): 3 clusters
  Score: Raw -226675.162630 + Penalty 2569.388352 = -224105.774279
  nChanged 0
		SP:Iteration 26F (28264.300000 sec): 3 clusters
  Score: Raw -226675.162630 + Penalty 2569.388352 = -224105.774279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28264.360000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28264.540000 sec): 3 clusters
  Score: Raw -15741.670081 + Penalty 1725.187002 = -14016.483080
  nChanged 32
		SP:Iteration 1F (28264.660000 sec): 3 clusters
  Score: Raw -15876.513063 + Penalty 1725.187002 = -14151.326061
  nChanged 6
		SP:Iteration 2Q (28264.840000 sec): 3 clusters
  Score: Raw -15904.789419 + Penalty 1725.187002 = -14179.602417
  nChanged 3
		SP:Iteration 3Q (28265.020000 sec): 3 clusters
  Score: Raw -15913.295240 + Penalty 1725.187002 = -14188.108238
  nChanged 0
		SP:Iteration 4F (28265.140000 sec): 3 clusters
  Score: Raw -15913.295240 + Penalty 1725.187002 = -14188.108238
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28265.260000 sec): 2 clusters
  Score: Raw -35160.882292 + Penalty 1006.922171 = -34153.960121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28265.390000 sec): 3 clusters
  Score: Raw -35112.096679 + Penalty 2013.844342 = -33098.252338
  nChanged 120
		SP:Iteration 1F (28265.570000 sec): 3 clusters
  Score: Raw -35321.758432 + Penalty 2013.844342 = -33307.914091
  nChanged 34
		SP:Iteration 2F (28265.770000 sec): 3 clusters
  Score: Raw -35386.737389 + Penalty 2013.844342 = -33372.893048
  nChanged 13
		SP:Iteration 3Q (28265.920000 sec): 3 clusters
  Score: Raw -35409.138342 + Penalty 2013.844342 = -33395.294001
  nChanged 7
		SP:Iteration 4Q (28266.100000 sec): 3 clusters
  Score: Raw -35420.233903 + Penalty 2013.844342 = -33406.389562
  nChanged 6
		SP:Iteration 5Q (28266.280000 sec): 3 clusters
  Score: Raw -35427.485871 + Penalty 2013.844342 = -33413.641530
  nChanged 3
		SP:Iteration 6Q (28266.450000 sec): 3 clusters
  Score: Raw -35430.450841 + Penalty 2013.844342 = -33416.606500
  nChanged 2
		SP:Iteration 7Q (28266.650000 sec): 3 clusters
  Score: Raw -35431.966727 + Penalty 2013.844342 = -33418.122385
  nChanged 0
		SP:Iteration 8F (28266.770000 sec): 3 clusters
  Score: Raw -35431.966727 + Penalty 2013.844342 = -33418.122385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28266.850000 sec): 2 clusters
  Score: Raw -119253.962165 + Penalty 1183.448692 = -118070.513473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28267.020000 sec): 3 clusters
  Score: Raw -118677.050901 + Penalty 2366.897383 = -116310.153518
  nChanged 495
		SP:Iteration 1F (28267.180000 sec): 3 clusters
  Score: Raw -119045.599605 + Penalty 2366.897383 = -116678.702222
  nChanged 123
		SP:Iteration 2F (28267.350000 sec): 3 clusters
  Score: Raw -119165.526711 + Penalty 2366.897383 = -116798.629328
  nChanged 77
		SP:Iteration 3F (28267.510000 sec): 3 clusters
  Score: Raw -119233.811497 + Penalty 2366.897383 = -116866.914114
  nChanged 45
		SP:Iteration 4Q (28267.680000 sec): 3 clusters
  Score: Raw -119269.255752 + Penalty 2366.897383 = -116902.358369
  nChanged 35
		SP:Iteration 5Q (28267.870000 sec): 3 clusters
  Score: Raw -119295.035153 + Penalty 2366.897383 = -116928.137770
  nChanged 21
		SP:Iteration 6Q (28268.020000 sec): 3 clusters
  Score: Raw -119313.319586 + Penalty 2366.897383 = -116946.422203
  nChanged 23
		SP:Iteration 7Q (28268.220000 sec): 3 clusters
  Score: Raw -119336.287677 + Penalty 2366.897383 = -116969.390294
  nChanged 30
		SP:Iteration 8Q (28268.340000 sec): 3 clusters
  Score: Raw -119363.600145 + Penalty 2366.897383 = -116996.702762
  nChanged 25
		SP:Iteration 9Q (28268.520000 sec): 3 clusters
  Score: Raw -119387.655838 + Penalty 2366.897383 = -117020.758455
  nChanged 30
		SP:Iteration 10Q (28268.700000 sec): 3 clusters
  Score: Raw -119419.060127 + Penalty 2366.897383 = -117052.162744
  nChanged 29
		SP:Iteration 11Q (28268.820000 sec): 3 clusters
  Score: Raw -119442.746752 + Penalty 2366.897383 = -117075.849368
  nChanged 20
		SP:Iteration 12Q (28269.000000 sec): 3 clusters
  Score: Raw -119462.474259 + Penalty 2366.897383 = -117095.576876
  nChanged 27
		SP:Iteration 13Q (28269.180000 sec): 3 clusters
  Score: Raw -119485.245136 + Penalty 2366.897383 = -117118.347752
  nChanged 27
		SP:Iteration 14Q (28269.300000 sec): 3 clusters
  Score: Raw -119519.777677 + Penalty 2366.897383 = -117152.880294
  nChanged 24
		SP:Iteration 15Q (28269.480000 sec): 3 clusters
  Score: Raw -119547.612641 + Penalty 2366.897383 = -117180.715258
  nChanged 28
		SP:Iteration 16Q (28269.660000 sec): 3 clusters
  Score: Raw -119582.789121 + Penalty 2366.897383 = -117215.891738
  nChanged 26
		SP:Iteration 17Q (28269.780000 sec): 3 clusters
  Score: Raw -119609.348357 + Penalty 2366.897383 = -117242.450973
  nChanged 23
		SP:Iteration 18Q (28269.960000 sec): 3 clusters
  Score: Raw -119630.300342 + Penalty 2366.897383 = -117263.402959
  nChanged 21
		SP:Iteration 19Q (28270.140000 sec): 3 clusters
  Score: Raw -119649.636991 + Penalty 2366.897383 = -117282.739607
  nChanged 15
		SP:Iteration 20F (28270.260000 sec): 3 clusters
  Score: Raw -119661.226106 + Penalty 2366.897383 = -117294.328723
  nChanged 11
		SP:Iteration 21Q (28270.440000 sec): 3 clusters
  Score: Raw -119669.434460 + Penalty 2366.897383 = -117302.537077
  nChanged 7
		SP:Iteration 22Q (28270.630000 sec): 3 clusters
  Score: Raw -119675.986225 + Penalty 2366.897383 = -117309.088842
  nChanged 6
		SP:Iteration 23Q (28270.770000 sec): 3 clusters
  Score: Raw -119680.247875 + Penalty 2366.897383 = -117313.350492
  nChanged 6
		SP:Iteration 24Q (28270.870000 sec): 3 clusters
  Score: Raw -119683.829939 + Penalty 2366.897383 = -117316.932555
  nChanged 5
		SP:Iteration 25Q (28271.010000 sec): 3 clusters
  Score: Raw -119686.937080 + Penalty 2366.897383 = -117320.039697
  nChanged 1
		SP:Iteration 26Q (28271.170000 sec): 3 clusters
  Score: Raw -119688.065859 + Penalty 2366.897383 = -117321.168476
  nChanged 4
		SP:Iteration 27Q (28271.340000 sec): 3 clusters
  Score: Raw -119690.870949 + Penalty 2366.897383 = -117323.973565
  nChanged 4
		SP:Iteration 28Q (28271.500000 sec): 3 clusters
  Score: Raw -119693.423388 + Penalty 2366.897383 = -117326.526004
  nChanged 4
		SP:Iteration 29Q (28271.700000 sec): 3 clusters
  Score: Raw -119696.076874 + Penalty 2366.897383 = -117329.179491
  nChanged 1
		SP:Iteration 30Q (28271.910000 sec): 3 clusters
  Score: Raw -119697.157726 + Penalty 2366.897383 = -117330.260343
  nChanged 0
		SP:Iteration 31F (28272.060000 sec): 3 clusters
  Score: Raw -119697.157726 + Penalty 2366.897383 = -117330.260343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28272.170000 sec): 2 clusters
  Score: Raw -151732.594105 + Penalty 1244.998151 = -150487.595954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28272.320000 sec): 3 clusters
  Score: Raw -150848.543083 + Penalty 2489.996301 = -148358.546782
  nChanged 787
		SP:Iteration 1F (28272.510000 sec): 3 clusters
  Score: Raw -151452.936575 + Penalty 2489.996301 = -148962.940274
  nChanged 200
		SP:Iteration 2F (28272.660000 sec): 3 clusters
  Score: Raw -151662.573717 + Penalty 2489.996301 = -149172.577416
  nChanged 135
		SP:Iteration 3F (28272.780000 sec): 3 clusters
  Score: Raw -151789.876019 + Penalty 2489.996301 = -149299.879717
  nChanged 110
		SP:Iteration 4F (28272.930000 sec): 3 clusters
  Score: Raw -151898.899298 + Penalty 2489.996301 = -149408.902997
  nChanged 98
		SP:Iteration 5Q (28273.170000 sec): 3 clusters
  Score: Raw -152003.483292 + Penalty 2489.996301 = -149513.486991
  nChanged 82
		SP:Iteration 6Q (28273.360000 sec): 3 clusters
  Score: Raw -152079.180776 + Penalty 2489.996301 = -149589.184475
  nChanged 67
		SP:Iteration 7Q (28273.540000 sec): 3 clusters
  Score: Raw -152141.902552 + Penalty 2489.996301 = -149651.906250
  nChanged 58
		SP:Iteration 8Q (28273.700000 sec): 3 clusters
  Score: Raw -152194.793229 + Penalty 2489.996301 = -149704.796927
  nChanged 53
		SP:Iteration 9Q (28273.860000 sec): 3 clusters
  Score: Raw -152242.521019 + Penalty 2489.996301 = -149752.524718
  nChanged 41
		SP:Iteration 10Q (28274.020000 sec): 3 clusters
  Score: Raw -152284.839859 + Penalty 2489.996301 = -149794.843557
  nChanged 34
		SP:Iteration 11Q (28274.180000 sec): 3 clusters
  Score: Raw -152315.733514 + Penalty 2489.996301 = -149825.737213
  nChanged 31
		SP:Iteration 12Q (28274.340000 sec): 3 clusters
  Score: Raw -152343.083574 + Penalty 2489.996301 = -149853.087273
  nChanged 20
		SP:Iteration 13Q (28274.500000 sec): 3 clusters
  Score: Raw -152356.234542 + Penalty 2489.996301 = -149866.238241
  nChanged 14
		SP:Iteration 14Q (28274.660000 sec): 3 clusters
  Score: Raw -152368.103929 + Penalty 2489.996301 = -149878.107628
  nChanged 8
		SP:Iteration 15Q (28274.820000 sec): 3 clusters
  Score: Raw -152371.893914 + Penalty 2489.996301 = -149881.897613
  nChanged 5
		SP:Iteration 16Q (28274.980000 sec): 3 clusters
  Score: Raw -152374.441384 + Penalty 2489.996301 = -149884.445082
  nChanged 6
		SP:Iteration 17Q (28275.140000 sec): 3 clusters
  Score: Raw -152376.716290 + Penalty 2489.996301 = -149886.719989
  nChanged 3
		SP:Iteration 18Q (28275.300000 sec): 3 clusters
  Score: Raw -152378.641265 + Penalty 2489.996301 = -149888.644964
  nChanged 5
		SP:Iteration 19Q (28275.460000 sec): 3 clusters
  Score: Raw -152380.757960 + Penalty 2489.996301 = -149890.761659
  nChanged 1
		SP:Iteration 20F (28275.620000 sec): 3 clusters
  Score: Raw -152381.401601 + Penalty 2489.996301 = -149891.405299
  nChanged 3
		SP:Iteration 21Q (28275.780000 sec): 3 clusters
  Score: Raw -152382.166072 + Penalty 2489.996301 = -149892.169770
  nChanged 1
		SP:Iteration 22Q (28275.940000 sec): 3 clusters
  Score: Raw -152382.403649 + Penalty 2489.996301 = -149892.407348
  nChanged 2
		SP:Iteration 23Q (28276.100000 sec): 3 clusters
  Score: Raw -152383.190243 + Penalty 2489.996301 = -149893.193941
  nChanged 1
		SP:Iteration 24Q (28276.260000 sec): 3 clusters
  Score: Raw -152383.489399 + Penalty 2489.996301 = -149893.493098
  nChanged 0
		SP:Iteration 25F (28276.420000 sec): 3 clusters
  Score: Raw -152383.489399 + Penalty 2489.996301 = -149893.493098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28276.500000 sec): 2 clusters
  Score: Raw -59426.046936 + Penalty 1076.841634 = -58349.205301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28276.660000 sec): 3 clusters
  Score: Raw -59225.654382 + Penalty 2153.683269 = -57071.971114
  nChanged 216
		SP:Iteration 1F (28276.820000 sec): 3 clusters
  Score: Raw -59432.431390 + Penalty 2153.683269 = -57278.748121
  nChanged 42
		SP:Iteration 2F (28276.980000 sec): 3 clusters
  Score: Raw -59485.972172 + Penalty 2153.683269 = -57332.288903
  nChanged 27
		SP:Iteration 3Q (28277.140000 sec): 3 clusters
  Score: Raw -59512.147602 + Penalty 2153.683269 = -57358.464333
  nChanged 13
		SP:Iteration 4Q (28277.300000 sec): 3 clusters
  Score: Raw -59529.814025 + Penalty 2153.683269 = -57376.130756
  nChanged 14
		SP:Iteration 5Q (28277.460000 sec): 3 clusters
  Score: Raw -59544.931789 + Penalty 2153.683269 = -57391.248520
  nChanged 12
		SP:Iteration 6Q (28277.620000 sec): 3 clusters
  Score: Raw -59556.959387 + Penalty 2153.683269 = -57403.276119
  nChanged 8
		SP:Iteration 7Q (28277.780000 sec): 3 clusters
  Score: Raw -59568.075331 + Penalty 2153.683269 = -57414.392063
  nChanged 8
		SP:Iteration 8Q (28277.930000 sec): 3 clusters
  Score: Raw -59577.895207 + Penalty 2153.683269 = -57424.211939
  nChanged 9
		SP:Iteration 9Q (28278.090000 sec): 3 clusters
  Score: Raw -59587.884581 + Penalty 2153.683269 = -57434.201313
  nChanged 4
		SP:Iteration 10Q (28278.250000 sec): 3 clusters
  Score: Raw -59593.305622 + Penalty 2153.683269 = -57439.622353
  nChanged 3
		SP:Iteration 11Q (28278.410000 sec): 3 clusters
  Score: Raw -59596.409840 + Penalty 2153.683269 = -57442.726571
  nChanged 5
		SP:Iteration 12Q (28278.570000 sec): 3 clusters
  Score: Raw -59600.721078 + Penalty 2153.683269 = -57447.037809
  nChanged 4
		SP:Iteration 13Q (28278.730000 sec): 3 clusters
  Score: Raw -59603.032659 + Penalty 2153.683269 = -57449.349390
  nChanged 1
		SP:Iteration 14Q (28278.890000 sec): 3 clusters
  Score: Raw -59603.580718 + Penalty 2153.683269 = -57449.897450
  nChanged 2
		SP:Iteration 15Q (28279.040000 sec): 3 clusters
  Score: Raw -59606.510160 + Penalty 2153.683269 = -57452.826892
  nChanged 1
		SP:Iteration 16Q (28279.200000 sec): 3 clusters
  Score: Raw -59607.590129 + Penalty 2153.683269 = -57453.906861
  nChanged 1
		SP:Iteration 17Q (28279.360000 sec): 3 clusters
  Score: Raw -59608.036263 + Penalty 2153.683269 = -57454.352994
  nChanged 0
		SP:Iteration 18F (28279.520000 sec): 3 clusters
  Score: Raw -59608.036263 + Penalty 2153.683269 = -57454.352994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28279.600000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28279.750000 sec): 3 clusters
  Score: Raw -33385.128362 + Penalty 1960.753022 = -31424.375340
  nChanged 67
		SP:Iteration 1F (28279.910000 sec): 3 clusters
  Score: Raw -33490.485853 + Penalty 1960.753022 = -31529.732831
  nChanged 24
		SP:Iteration 2F (28280.070000 sec): 3 clusters
  Score: Raw -33535.381620 + Penalty 1960.753022 = -31574.628598
  nChanged 13
		SP:Iteration 3Q (28280.220000 sec): 3 clusters
  Score: Raw -33553.912049 + Penalty 1960.753022 = -31593.159027
  nChanged 4
		SP:Iteration 4Q (28280.380000 sec): 3 clusters
  Score: Raw -33560.115820 + Penalty 1960.753022 = -31599.362798
  nChanged 2
		SP:Iteration 5Q (28280.540000 sec): 3 clusters
  Score: Raw -33563.521784 + Penalty 1960.753022 = -31602.768762
  nChanged 3
		SP:Iteration 6Q (28280.700000 sec): 3 clusters
  Score: Raw -33574.958189 + Penalty 1960.753022 = -31614.205167
  nChanged 5
		SP:Iteration 7Q (28280.860000 sec): 3 clusters
  Score: Raw -33585.142578 + Penalty 1960.753022 = -31624.389556
  nChanged 3
		SP:Iteration 8Q (28281.010000 sec): 3 clusters
  Score: Raw -33593.343605 + Penalty 1960.753022 = -31632.590583
  nChanged 3
		SP:Iteration 9Q (28281.170000 sec): 3 clusters
  Score: Raw -33602.850817 + Penalty 1960.753022 = -31642.097795
  nChanged 2
		SP:Iteration 10Q (28281.330000 sec): 3 clusters
  Score: Raw -33609.691713 + Penalty 1960.753022 = -31648.938690
  nChanged 3
		SP:Iteration 11Q (28281.480000 sec): 3 clusters
  Score: Raw -33614.442605 + Penalty 1960.753022 = -31653.689583
  nChanged 1
		SP:Iteration 12Q (28281.640000 sec): 3 clusters
  Score: Raw -33619.249415 + Penalty 1960.753022 = -31658.496393
  nChanged 2
		SP:Iteration 13Q (28281.800000 sec): 3 clusters
  Score: Raw -33621.564462 + Penalty 1960.753022 = -31660.811440
  nChanged 0
		SP:Iteration 14F (28281.960000 sec): 3 clusters
  Score: Raw -33621.564462 + Penalty 1960.753022 = -31660.811440
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (79958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28282.410000 sec): 2 clusters
  Score: Raw -6105314.780846 + Penalty 1834.504226 = -6103480.276620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28283.170000 sec): 3 clusters
  Score: Raw -6053610.458691 + Penalty 3669.008452 = -6049941.450238
  nChanged 38122
		SP:Iteration 1F (28283.790000 sec): 3 clusters
  Score: Raw -6076686.775939 + Penalty 3669.008452 = -6073017.767487
  nChanged 3968
		SP:Iteration 2Q (28284.440000 sec): 3 clusters
  Score: Raw -6078421.253137 + Penalty 3669.008452 = -6074752.244685
  nChanged 4469
		SP:Iteration 3F (28285.100000 sec): 3 clusters
  Score: Raw -6080743.035889 + Penalty 3669.008452 = -6077074.027437
  nChanged 4932
		SP:Iteration 4F (28285.780000 sec): 3 clusters
  Score: Raw -6083582.818040 + Penalty 3669.008452 = -6079913.809588
  nChanged 5162
		SP:Iteration 5F (28286.400000 sec): 3 clusters
  Score: Raw -6086801.003518 + Penalty 3669.008452 = -6083131.995066
  nChanged 5090
		SP:Iteration 6F (28287.030000 sec): 3 clusters
  Score: Raw -6090120.003074 + Penalty 3669.008452 = -6086450.994622
  nChanged 4765
		SP:Iteration 7F (28287.660000 sec): 3 clusters
  Score: Raw -6093045.873369 + Penalty 3669.008452 = -6089376.864917
  nChanged 3944
		SP:Iteration 8Q (28288.300000 sec): 3 clusters
  Score: Raw -6095181.197735 + Penalty 3669.008452 = -6091512.189283
  nChanged 2950
		SP:Iteration 9Q (28288.920000 sec): 3 clusters
  Score: Raw -6096378.933282 + Penalty 3669.008452 = -6092709.924830
  nChanged 2114
		SP:Iteration 10Q (28289.570000 sec): 3 clusters
  Score: Raw -6097004.629062 + Penalty 3669.008452 = -6093335.620610
  nChanged 1413
		SP:Iteration 11Q (28290.160000 sec): 3 clusters
  Score: Raw -6097303.053800 + Penalty 3669.008452 = -6093634.045348
  nChanged 981
		SP:Iteration 12Q (28290.810000 sec): 3 clusters
  Score: Raw -6097474.075253 + Penalty 3669.008452 = -6093805.066801
  nChanged 713
		SP:Iteration 13Q (28291.450000 sec): 3 clusters
  Score: Raw -6097589.904829 + Penalty 3669.008452 = -6093920.896377
  nChanged 651
		SP:Iteration 14Q (28292.100000 sec): 3 clusters
  Score: Raw -6097683.576667 + Penalty 3669.008452 = -6094014.568215
  nChanged 541
		SP:Iteration 15Q (28292.770000 sec): 3 clusters
  Score: Raw -6097758.833363 + Penalty 3669.008452 = -6094089.824911
  nChanged 537
		SP:Iteration 16Q (28293.420000 sec): 3 clusters
  Score: Raw -6097833.146852 + Penalty 3669.008452 = -6094164.138400
  nChanged 513
		SP:Iteration 17Q (28294.140000 sec): 3 clusters
  Score: Raw -6097903.705425 + Penalty 3669.008452 = -6094234.696973
  nChanged 533
		SP:Iteration 18Q (28294.830000 sec): 3 clusters
  Score: Raw -6097977.091304 + Penalty 3669.008452 = -6094308.082852
  nChanged 560
		SP:Iteration 19Q (28295.490000 sec): 3 clusters
  Score: Raw -6098056.106712 + Penalty 3669.008452 = -6094387.098260
  nChanged 560
		SP:Iteration 20F (28296.160000 sec): 3 clusters
  Score: Raw -6098134.362116 + Penalty 3669.008452 = -6094465.353664
  nChanged 531
		SP:Iteration 21Q (28296.890000 sec): 3 clusters
  Score: Raw -6098213.127423 + Penalty 3669.008452 = -6094544.118971
  nChanged 565
		SP:Iteration 22Q (28297.610000 sec): 3 clusters
  Score: Raw -6098298.913103 + Penalty 3669.008452 = -6094629.904651
  nChanged 589
		SP:Iteration 23Q (28298.290000 sec): 3 clusters
  Score: Raw -6098391.339167 + Penalty 3669.008452 = -6094722.330715
  nChanged 590
		SP:Iteration 24Q (28298.980000 sec): 3 clusters
  Score: Raw -6098483.507899 + Penalty 3669.008452 = -6094814.499447
  nChanged 586
		SP:Iteration 25Q (28299.600000 sec): 3 clusters
  Score: Raw -6098578.861702 + Penalty 3669.008452 = -6094909.853250
  nChanged 619
		SP:Iteration 26Q (28300.270000 sec): 3 clusters
  Score: Raw -6098684.274429 + Penalty 3669.008452 = -6095015.265977
  nChanged 641
		SP:Iteration 27Q (28300.940000 sec): 3 clusters
  Score: Raw -6098791.917198 + Penalty 3669.008452 = -6095122.908746
  nChanged 634
		SP:Iteration 28Q (28301.580000 sec): 3 clusters
  Score: Raw -6098896.126847 + Penalty 3669.008452 = -6095227.118395
  nChanged 645
		SP:Iteration 29Q (28302.260000 sec): 3 clusters
  Score: Raw -6099013.635538 + Penalty 3669.008452 = -6095344.627086
  nChanged 686
		SP:Iteration 30Q (28302.940000 sec): 3 clusters
  Score: Raw -6099149.421706 + Penalty 3669.008452 = -6095480.413254
  nChanged 724
		SP:Iteration 31Q (28303.680000 sec): 3 clusters
  Score: Raw -6099291.783054 + Penalty 3669.008452 = -6095622.774602
  nChanged 732
		SP:Iteration 32Q (28304.490000 sec): 3 clusters
  Score: Raw -6099439.064337 + Penalty 3669.008452 = -6095770.055884
  nChanged 752
		SP:Iteration 33Q (28305.310000 sec): 3 clusters
  Score: Raw -6099597.921866 + Penalty 3669.008452 = -6095928.913414
  nChanged 800
		SP:Iteration 34Q (28306.150000 sec): 3 clusters
  Score: Raw -6099764.449801 + Penalty 3669.008452 = -6096095.441349
  nChanged 797
		SP:Iteration 35Q (28306.940000 sec): 3 clusters
  Score: Raw -6099920.327527 + Penalty 3669.008452 = -6096251.319075
  nChanged 750
		SP:Iteration 36Q (28307.730000 sec): 3 clusters
  Score: Raw -6100063.114658 + Penalty 3669.008452 = -6096394.106206
  nChanged 731
		SP:Iteration 37Q (28308.530000 sec): 3 clusters
  Score: Raw -6100204.739521 + Penalty 3669.008452 = -6096535.731069
  nChanged 751
		SP:Iteration 38Q (28309.270000 sec): 3 clusters
  Score: Raw -6100350.433483 + Penalty 3669.008452 = -6096681.425031
  nChanged 740
		SP:Iteration 39Q (28309.920000 sec): 3 clusters
  Score: Raw -6100497.805620 + Penalty 3669.008452 = -6096828.797168
  nChanged 740
		SP:Iteration 40F (28310.560000 sec): 3 clusters
  Score: Raw -6100647.806785 + Penalty 3669.008452 = -6096978.798333
  nChanged 753
		SP:Iteration 41Q (28311.180000 sec): 3 clusters
  Score: Raw -6100807.257861 + Penalty 3669.008452 = -6097138.249409
  nChanged 824
		SP:Iteration 42Q (28311.860000 sec): 3 clusters
  Score: Raw -6100998.009785 + Penalty 3669.008452 = -6097329.001333
  nChanged 824
		SP:Iteration 43Q (28312.490000 sec): 3 clusters
  Score: Raw -6101202.825300 + Penalty 3669.008452 = -6097533.816847
  nChanged 855
		SP:Iteration 44Q (28313.190000 sec): 3 clusters
  Score: Raw -6101422.692363 + Penalty 3669.008452 = -6097753.683911
  nChanged 863
		SP:Iteration 45Q (28313.840000 sec): 3 clusters
  Score: Raw -6101641.054281 + Penalty 3669.008452 = -6097972.045829
  nChanged 825
		SP:Iteration 46Q (28314.430000 sec): 3 clusters
  Score: Raw -6101844.422426 + Penalty 3669.008452 = -6098175.413974
  nChanged 793
		SP:Iteration 47Q (28315.040000 sec): 3 clusters
  Score: Raw -6102044.846030 + Penalty 3669.008452 = -6098375.837578
  nChanged 782
		SP:Iteration 48Q (28315.640000 sec): 3 clusters
  Score: Raw -6102257.603804 + Penalty 3669.008452 = -6098588.595352
  nChanged 796
		SP:Iteration 49Q (28316.210000 sec): 3 clusters
  Score: Raw -6102485.075007 + Penalty 3669.008452 = -6098816.066555
  nChanged 781
		SP:Iteration 50Q (28316.740000 sec): 3 clusters
  Score: Raw -6102716.226649 + Penalty 3669.008452 = -6099047.218197
  nChanged 794
		SP:Iteration 51Q (28317.300000 sec): 3 clusters
  Score: Raw -6102954.525432 + Penalty 3669.008452 = -6099285.516980
  nChanged 755
		SP:Iteration 52Q (28317.900000 sec): 3 clusters
  Score: Raw -6103181.880180 + Penalty 3669.008452 = -6099512.871728
  nChanged 778
		SP:Iteration 53Q (28318.530000 sec): 3 clusters
  Score: Raw -6103442.753335 + Penalty 3669.008452 = -6099773.744883
  nChanged 746
		SP:Iteration 54Q (28319.130000 sec): 3 clusters
  Score: Raw -6103700.970712 + Penalty 3669.008452 = -6100031.962259
  nChanged 728
		SP:Iteration 55Q (28319.670000 sec): 3 clusters
  Score: Raw -6103973.721588 + Penalty 3669.008452 = -6100304.713136
  nChanged 711
		SP:Iteration 56Q (28320.310000 sec): 3 clusters
  Score: Raw -6104239.332792 + Penalty 3669.008452 = -6100570.324340
  nChanged 652
		SP:Iteration 57Q (28320.960000 sec): 3 clusters
  Score: Raw -6104489.504064 + Penalty 3669.008452 = -6100820.495612
  nChanged 636
		SP:Iteration 58Q (28321.630000 sec): 3 clusters
  Score: Raw -6104739.237636 + Penalty 3669.008452 = -6101070.229184
  nChanged 561
		SP:Iteration 59Q (28322.250000 sec): 3 clusters
  Score: Raw -6104950.908725 + Penalty 3669.008452 = -6101281.900273
  nChanged 480
		SP:Iteration 60F (28322.930000 sec): 3 clusters
  Score: Raw -6105128.250264 + Penalty 3669.008452 = -6101459.241812
  nChanged 421
		SP:Iteration 61Q (28323.570000 sec): 3 clusters
  Score: Raw -6105278.667847 + Penalty 3669.008452 = -6101609.659395
  nChanged 343
		SP:Iteration 62Q (28324.210000 sec): 3 clusters
  Score: Raw -6105398.785747 + Penalty 3669.008452 = -6101729.777295
  nChanged 288
		SP:Iteration 63Q (28324.870000 sec): 3 clusters
  Score: Raw -6105499.618564 + Penalty 3669.008452 = -6101830.610112
  nChanged 254
		SP:Iteration 64Q (28325.540000 sec): 3 clusters
  Score: Raw -6105592.647736 + Penalty 3669.008452 = -6101923.639284
  nChanged 243
		SP:Iteration 65Q (28326.210000 sec): 3 clusters
  Score: Raw -6105687.421906 + Penalty 3669.008452 = -6102018.413454
  nChanged 201
		SP:Iteration 66Q (28326.820000 sec): 3 clusters
  Score: Raw -6105763.380716 + Penalty 3669.008452 = -6102094.372264
  nChanged 165
		SP:Iteration 67Q (28327.450000 sec): 3 clusters
  Score: Raw -6105820.786008 + Penalty 3669.008452 = -6102151.777555
  nChanged 113
		SP:Iteration 68Q (28328.100000 sec): 3 clusters
  Score: Raw -6105856.144960 + Penalty 3669.008452 = -6102187.136508
  nChanged 106
		SP:Iteration 69Q (28328.710000 sec): 3 clusters
  Score: Raw -6105886.410914 + Penalty 3669.008452 = -6102217.402462
  nChanged 87
		SP:Iteration 70Q (28329.370000 sec): 3 clusters
  Score: Raw -6105912.518608 + Penalty 3669.008452 = -6102243.510156
  nChanged 72
		SP:Iteration 71Q (28330.020000 sec): 3 clusters
  Score: Raw -6105933.383922 + Penalty 3669.008452 = -6102264.375470
  nChanged 57
		SP:Iteration 72Q (28330.640000 sec): 3 clusters
  Score: Raw -6105951.890105 + Penalty 3669.008452 = -6102282.881653
  nChanged 58
		SP:Iteration 73Q (28331.270000 sec): 3 clusters
  Score: Raw -6105967.110743 + Penalty 3669.008452 = -6102298.102291
  nChanged 37
		SP:Iteration 74Q (28332.020000 sec): 3 clusters
  Score: Raw -6105974.802602 + Penalty 3669.008452 = -6102305.794150
  nChanged 22
		SP:Iteration 75Q (28332.680000 sec): 3 clusters
  Score: Raw -6105978.594766 + Penalty 3669.008452 = -6102309.586314
  nChanged 18
		SP:Iteration 76Q (28333.400000 sec): 3 clusters
  Score: Raw -6105982.828193 + Penalty 3669.008452 = -6102313.819741
  nChanged 22
		SP:Iteration 77Q (28334.110000 sec): 3 clusters
  Score: Raw -6105988.516751 + Penalty 3669.008452 = -6102319.508299
  nChanged 24
		SP:Iteration 78Q (28334.840000 sec): 3 clusters
  Score: Raw -6105994.272242 + Penalty 3669.008452 = -6102325.263790
  nChanged 25
		SP:Iteration 79Q (28335.570000 sec): 3 clusters
  Score: Raw -6105999.584218 + Penalty 3669.008452 = -6102330.575766
  nChanged 24
		SP:Iteration 80F (28336.230000 sec): 3 clusters
  Score: Raw -6106005.214885 + Penalty 3669.008452 = -6102336.206433
  nChanged 21
		SP:Iteration 81Q (28336.810000 sec): 3 clusters
  Score: Raw -6106009.757222 + Penalty 3669.008452 = -6102340.748770
  nChanged 13
		SP:Iteration 82Q (28337.390000 sec): 3 clusters
  Score: Raw -6106013.300167 + Penalty 3669.008452 = -6102344.291715
  nChanged 12
		SP:Iteration 83Q (28337.960000 sec): 3 clusters
  Score: Raw -6106015.775183 + Penalty 3669.008452 = -6102346.766731
  nChanged 13
		SP:Iteration 84Q (28338.520000 sec): 3 clusters
  Score: Raw -6106019.704901 + Penalty 3669.008452 = -6102350.696449
  nChanged 15
		SP:Iteration 85Q (28339.120000 sec): 3 clusters
  Score: Raw -6106022.624219 + Penalty 3669.008452 = -6102353.615767
  nChanged 6
		SP:Iteration 86Q (28339.740000 sec): 3 clusters
  Score: Raw -6106023.388436 + Penalty 3669.008452 = -6102354.379984
  nChanged 3
		SP:Iteration 87Q (28340.340000 sec): 3 clusters
  Score: Raw -6106024.064415 + Penalty 3669.008452 = -6102355.055963
  nChanged 3
		SP:Iteration 88Q (28340.910000 sec): 3 clusters
  Score: Raw -6106024.415189 + Penalty 3669.008452 = -6102355.406737
  nChanged 1
		SP:Iteration 89Q (28341.450000 sec): 3 clusters
  Score: Raw -6106024.561678 + Penalty 3669.008452 = -6102355.553226
  nChanged 3
		SP:Iteration 90Q (28342.030000 sec): 3 clusters
  Score: Raw -6106024.935195 + Penalty 3669.008452 = -6102355.926743
  nChanged 2
		SP:Iteration 91Q (28342.610000 sec): 3 clusters
  Score: Raw -6106025.413764 + Penalty 3669.008452 = -6102356.405311
  nChanged 5
		SP:Iteration 92Q (28343.220000 sec): 3 clusters
  Score: Raw -6106026.168073 + Penalty 3669.008452 = -6102357.159621
  nChanged 2
		SP:Iteration 93Q (28343.780000 sec): 3 clusters
  Score: Raw -6106026.814509 + Penalty 3669.008452 = -6102357.806057
  nChanged 3
		SP:Iteration 94Q (28344.450000 sec): 3 clusters
  Score: Raw -6106027.303206 + Penalty 3669.008452 = -6102358.294753
  nChanged 1
		SP:Iteration 95Q (28345.050000 sec): 3 clusters
  Score: Raw -6106027.369811 + Penalty 3669.008452 = -6102358.361359
  nChanged 0
		SP:Iteration 96F (28345.710000 sec): 3 clusters
  Score: Raw -6106027.369811 + Penalty 3669.008452 = -6102358.361359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28345.830000 sec): 2 clusters
  Score: Raw -288887.419651 + Penalty 1342.035743 = -287545.383907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28345.990000 sec): 3 clusters
  Score: Raw -286993.626399 + Penalty 2684.071486 = -284309.554913
  nChanged 1521
		SP:Iteration 1F (28346.150000 sec): 3 clusters
  Score: Raw -287888.167249 + Penalty 2684.071486 = -285204.095763
  nChanged 326
		SP:Iteration 2F (28346.310000 sec): 3 clusters
  Score: Raw -288156.204581 + Penalty 2684.071486 = -285472.133095
  nChanged 271
		SP:Iteration 3F (28346.480000 sec): 3 clusters
  Score: Raw -288384.658724 + Penalty 2684.071486 = -285700.587238
  nChanged 222
		SP:Iteration 4F (28346.650000 sec): 3 clusters
  Score: Raw -288574.085543 + Penalty 2684.071486 = -285890.014057
  nChanged 200
		SP:Iteration 5F (28346.830000 sec): 3 clusters
  Score: Raw -288734.515602 + Penalty 2684.071486 = -286050.444116
  nChanged 172
		SP:Iteration 6Q (28346.990000 sec): 3 clusters
  Score: Raw -288854.352677 + Penalty 2684.071486 = -286170.281191
  nChanged 140
		SP:Iteration 7Q (28347.160000 sec): 3 clusters
  Score: Raw -288944.302481 + Penalty 2684.071486 = -286260.230995
  nChanged 125
		SP:Iteration 8Q (28347.330000 sec): 3 clusters
  Score: Raw -289026.345495 + Penalty 2684.071486 = -286342.274008
  nChanged 92
		SP:Iteration 9Q (28347.510000 sec): 3 clusters
  Score: Raw -289074.731553 + Penalty 2684.071486 = -286390.660067
  nChanged 75
		SP:Iteration 10Q (28347.660000 sec): 3 clusters
  Score: Raw -289112.861561 + Penalty 2684.071486 = -286428.790075
  nChanged 64
		SP:Iteration 11Q (28347.830000 sec): 3 clusters
  Score: Raw -289143.884577 + Penalty 2684.071486 = -286459.813091
  nChanged 52
		SP:Iteration 12Q (28347.990000 sec): 3 clusters
  Score: Raw -289169.261978 + Penalty 2684.071486 = -286485.190492
  nChanged 43
		SP:Iteration 13Q (28348.180000 sec): 3 clusters
  Score: Raw -289190.191436 + Penalty 2684.071486 = -286506.119950
  nChanged 36
		SP:Iteration 14Q (28348.370000 sec): 3 clusters
  Score: Raw -289207.110191 + Penalty 2684.071486 = -286523.038705
  nChanged 41
		SP:Iteration 15Q (28348.550000 sec): 3 clusters
  Score: Raw -289225.718228 + Penalty 2684.071486 = -286541.646741
  nChanged 30
		SP:Iteration 16Q (28348.670000 sec): 3 clusters
  Score: Raw -289237.962381 + Penalty 2684.071486 = -286553.890895
  nChanged 35
		SP:Iteration 17Q (28348.870000 sec): 3 clusters
  Score: Raw -289253.217755 + Penalty 2684.071486 = -286569.146269
  nChanged 37
		SP:Iteration 18Q (28349.080000 sec): 3 clusters
  Score: Raw -289270.933062 + Penalty 2684.071486 = -286586.861575
  nChanged 36
		SP:Iteration 19Q (28349.220000 sec): 3 clusters
  Score: Raw -289289.366598 + Penalty 2684.071486 = -286605.295112
  nChanged 37
		SP:Iteration 20F (28349.360000 sec): 3 clusters
  Score: Raw -289303.818810 + Penalty 2684.071486 = -286619.747324
  nChanged 23
		SP:Iteration 21Q (28349.510000 sec): 3 clusters
  Score: Raw -289315.509744 + Penalty 2684.071486 = -286631.438258
  nChanged 26
		SP:Iteration 22Q (28349.640000 sec): 3 clusters
  Score: Raw -289325.957898 + Penalty 2684.071486 = -286641.886411
  nChanged 24
		SP:Iteration 23Q (28349.770000 sec): 3 clusters
  Score: Raw -289340.975038 + Penalty 2684.071486 = -286656.903552
  nChanged 22
		SP:Iteration 24Q (28349.910000 sec): 3 clusters
  Score: Raw -289350.404480 + Penalty 2684.071486 = -286666.332993
  nChanged 17
		SP:Iteration 25Q (28350.050000 sec): 3 clusters
  Score: Raw -289358.821506 + Penalty 2684.071486 = -286674.750020
  nChanged 18
		SP:Iteration 26Q (28350.190000 sec): 3 clusters
  Score: Raw -289366.302291 + Penalty 2684.071486 = -286682.230805
  nChanged 17
		SP:Iteration 27Q (28350.410000 sec): 3 clusters
  Score: Raw -289376.725152 + Penalty 2684.071486 = -286692.653666
  nChanged 20
		SP:Iteration 28Q (28350.560000 sec): 3 clusters
  Score: Raw -289391.017347 + Penalty 2684.071486 = -286706.945861
  nChanged 21
		SP:Iteration 29Q (28350.730000 sec): 3 clusters
  Score: Raw -289405.349506 + Penalty 2684.071486 = -286721.278020
  nChanged 21
		SP:Iteration 30Q (28350.860000 sec): 3 clusters
  Score: Raw -289424.452375 + Penalty 2684.071486 = -286740.380889
  nChanged 24
		SP:Iteration 31Q (28351.000000 sec): 3 clusters
  Score: Raw -289441.724263 + Penalty 2684.071486 = -286757.652777
  nChanged 15
		SP:Iteration 32Q (28351.140000 sec): 3 clusters
  Score: Raw -289449.697097 + Penalty 2684.071486 = -286765.625610
  nChanged 13
		SP:Iteration 33Q (28351.290000 sec): 3 clusters
  Score: Raw -289457.455364 + Penalty 2684.071486 = -286773.383878
  nChanged 12
		SP:Iteration 34Q (28351.490000 sec): 3 clusters
  Score: Raw -289462.374895 + Penalty 2684.071486 = -286778.303408
  nChanged 11
		SP:Iteration 35Q (28351.620000 sec): 3 clusters
  Score: Raw -289467.459898 + Penalty 2684.071486 = -286783.388412
  nChanged 6
		SP:Iteration 36Q (28351.790000 sec): 3 clusters
  Score: Raw -289470.656664 + Penalty 2684.071486 = -286786.585178
  nChanged 5
		SP:Iteration 37Q (28351.950000 sec): 3 clusters
  Score: Raw -289473.310759 + Penalty 2684.071486 = -286789.239273
  nChanged 5
		SP:Iteration 38Q (28352.200000 sec): 3 clusters
  Score: Raw -289476.805109 + Penalty 2684.071486 = -286792.733622
  nChanged 11
		SP:Iteration 39Q (28352.440000 sec): 3 clusters
  Score: Raw -289483.113607 + Penalty 2684.071486 = -286799.042120
  nChanged 10
		SP:Iteration 40F (28352.630000 sec): 3 clusters
  Score: Raw -289487.690127 + Penalty 2684.071486 = -286803.618641
  nChanged 9
		SP:Iteration 41Q (28352.810000 sec): 3 clusters
  Score: Raw -289492.291137 + Penalty 2684.071486 = -286808.219651
  nChanged 9
		SP:Iteration 42Q (28352.930000 sec): 3 clusters
  Score: Raw -289498.287248 + Penalty 2684.071486 = -286814.215762
  nChanged 9
		SP:Iteration 43Q (28353.110000 sec): 3 clusters
  Score: Raw -289504.691543 + Penalty 2684.071486 = -286820.620056
  nChanged 7
		SP:Iteration 44Q (28353.260000 sec): 3 clusters
  Score: Raw -289507.474347 + Penalty 2684.071486 = -286823.402861
  nChanged 3
		SP:Iteration 45Q (28353.430000 sec): 3 clusters
  Score: Raw -289510.027603 + Penalty 2684.071486 = -286825.956117
  nChanged 7
		SP:Iteration 46Q (28353.560000 sec): 3 clusters
  Score: Raw -289514.009079 + Penalty 2684.071486 = -286829.937593
  nChanged 5
		SP:Iteration 47Q (28353.760000 sec): 3 clusters
  Score: Raw -289518.437142 + Penalty 2684.071486 = -286834.365655
  nChanged 7
		SP:Iteration 48Q (28353.900000 sec): 3 clusters
  Score: Raw -289521.756876 + Penalty 2684.071486 = -286837.685390
  nChanged 4
		SP:Iteration 49Q (28354.100000 sec): 3 clusters
  Score: Raw -289524.218720 + Penalty 2684.071486 = -286840.147234
  nChanged 3
		SP:Iteration 50Q (28354.280000 sec): 3 clusters
  Score: Raw -289525.752956 + Penalty 2684.071486 = -286841.681469
  nChanged 2
		SP:Iteration 51Q (28354.510000 sec): 3 clusters
  Score: Raw -289526.884166 + Penalty 2684.071486 = -286842.812680
  nChanged 0
		SP:Iteration 52F (28354.720000 sec): 3 clusters
  Score: Raw -289526.884166 + Penalty 2684.071486 = -286842.812680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28354.850000 sec): 2 clusters
  Score: Raw -141189.155723 + Penalty 1212.609928 = -139976.545795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28355.060000 sec): 3 clusters
  Score: Raw -140457.511986 + Penalty 2425.219855 = -138032.292130
  nChanged 590
		SP:Iteration 1F (28355.260000 sec): 3 clusters
  Score: Raw -140829.820783 + Penalty 2425.219855 = -138404.600927
  nChanged 111
		SP:Iteration 2F (28355.490000 sec): 3 clusters
  Score: Raw -140917.265934 + Penalty 2425.219855 = -138492.046078
  nChanged 86
		SP:Iteration 3Q (28355.680000 sec): 3 clusters
  Score: Raw -140984.956963 + Penalty 2425.219855 = -138559.737107
  nChanged 76
		SP:Iteration 4Q (28355.830000 sec): 3 clusters
  Score: Raw -141049.893309 + Penalty 2425.219855 = -138624.673453
  nChanged 68
		SP:Iteration 5Q (28356.000000 sec): 3 clusters
  Score: Raw -141100.754908 + Penalty 2425.219855 = -138675.535053
  nChanged 54
		SP:Iteration 6Q (28356.170000 sec): 3 clusters
  Score: Raw -141148.255500 + Penalty 2425.219855 = -138723.035645
  nChanged 58
		SP:Iteration 7Q (28356.350000 sec): 3 clusters
  Score: Raw -141198.736900 + Penalty 2425.219855 = -138773.517044
  nChanged 47
		SP:Iteration 8Q (28356.520000 sec): 3 clusters
  Score: Raw -141246.747643 + Penalty 2425.219855 = -138821.527788
  nChanged 54
		SP:Iteration 9Q (28356.690000 sec): 3 clusters
  Score: Raw -141303.209916 + Penalty 2425.219855 = -138877.990061
  nChanged 45
		SP:Iteration 10Q (28356.860000 sec): 3 clusters
  Score: Raw -141350.427853 + Penalty 2425.219855 = -138925.207998
  nChanged 51
		SP:Iteration 11Q (28357.050000 sec): 3 clusters
  Score: Raw -141399.610945 + Penalty 2425.219855 = -138974.391090
  nChanged 42
		SP:Iteration 12Q (28357.230000 sec): 3 clusters
  Score: Raw -141450.528292 + Penalty 2425.219855 = -139025.308436
  nChanged 45
		SP:Iteration 13Q (28357.380000 sec): 3 clusters
  Score: Raw -141507.958448 + Penalty 2425.219855 = -139082.738592
  nChanged 39
		SP:Iteration 14Q (28357.570000 sec): 3 clusters
  Score: Raw -141546.429836 + Penalty 2425.219855 = -139121.209981
  nChanged 24
		SP:Iteration 15Q (28357.730000 sec): 3 clusters
  Score: Raw -141571.487824 + Penalty 2425.219855 = -139146.267969
  nChanged 18
		SP:Iteration 16Q (28357.890000 sec): 3 clusters
  Score: Raw -141582.051426 + Penalty 2425.219855 = -139156.831570
  nChanged 9
		SP:Iteration 17Q (28358.070000 sec): 3 clusters
  Score: Raw -141592.927951 + Penalty 2425.219855 = -139167.708096
  nChanged 11
		SP:Iteration 18Q (28358.220000 sec): 3 clusters
  Score: Raw -141602.654754 + Penalty 2425.219855 = -139177.434899
  nChanged 4
		SP:Iteration 19Q (28358.380000 sec): 3 clusters
  Score: Raw -141606.367666 + Penalty 2425.219855 = -139181.147811
  nChanged 4
		SP:Iteration 20F (28358.500000 sec): 3 clusters
  Score: Raw -141609.078421 + Penalty 2425.219855 = -139183.858566
  nChanged 2
		SP:Iteration 21Q (28358.680000 sec): 3 clusters
  Score: Raw -141613.471928 + Penalty 2425.219855 = -139188.252073
  nChanged 2
		SP:Iteration 22Q (28358.930000 sec): 3 clusters
  Score: Raw -141615.016223 + Penalty 2425.219855 = -139189.796367
  nChanged 1
		SP:Iteration 23Q (28359.110000 sec): 3 clusters
  Score: Raw -141615.497534 + Penalty 2425.219855 = -139190.277678
  nChanged 0
		SP:Iteration 24F (28359.230000 sec): 3 clusters
  Score: Raw -141615.497534 + Penalty 2425.219855 = -139190.277678
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (3649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28359.340000 sec): 2 clusters
  Score: Raw -297851.640655 + Penalty 1332.858871 = -296518.781784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28359.570000 sec): 3 clusters
  Score: Raw -296106.206961 + Penalty 2665.717742 = -293440.489219
  nChanged 1382
		SP:Iteration 1F (28359.750000 sec): 3 clusters
  Score: Raw -296956.244910 + Penalty 2665.717742 = -294290.527168
  nChanged 310
		SP:Iteration 2F (28359.970000 sec): 3 clusters
  Score: Raw -297204.211238 + Penalty 2665.717742 = -294538.493497
  nChanged 281
		SP:Iteration 3F (28360.160000 sec): 3 clusters
  Score: Raw -297442.725384 + Penalty 2665.717742 = -294777.007642
  nChanged 274
		SP:Iteration 4F (28360.340000 sec): 3 clusters
  Score: Raw -297718.897396 + Penalty 2665.717742 = -295053.179654
  nChanged 246
		SP:Iteration 5F (28360.520000 sec): 3 clusters
  Score: Raw -297946.641892 + Penalty 2665.717742 = -295280.924150
  nChanged 194
		SP:Iteration 6F (28360.730000 sec): 3 clusters
  Score: Raw -298095.687830 + Penalty 2665.717742 = -295429.970088
  nChanged 152
		SP:Iteration 7Q (28360.960000 sec): 3 clusters
  Score: Raw -298199.609597 + Penalty 2665.717742 = -295533.891855
  nChanged 105
		SP:Iteration 8Q (28361.160000 sec): 3 clusters
  Score: Raw -298262.060010 + Penalty 2665.717742 = -295596.342268
  nChanged 78
		SP:Iteration 9Q (28361.390000 sec): 3 clusters
  Score: Raw -298299.945685 + Penalty 2665.717742 = -295634.227943
  nChanged 56
		SP:Iteration 10Q (28361.620000 sec): 3 clusters
  Score: Raw -298321.535398 + Penalty 2665.717742 = -295655.817656
  nChanged 32
		SP:Iteration 11Q (28361.880000 sec): 3 clusters
  Score: Raw -298331.576847 + Penalty 2665.717742 = -295665.859105
  nChanged 17
		SP:Iteration 12Q (28362.050000 sec): 3 clusters
  Score: Raw -298337.185293 + Penalty 2665.717742 = -295671.467551
  nChanged 11
		SP:Iteration 13Q (28362.190000 sec): 3 clusters
  Score: Raw -298341.003223 + Penalty 2665.717742 = -295675.285481
  nChanged 9
		SP:Iteration 14Q (28362.340000 sec): 3 clusters
  Score: Raw -298343.831252 + Penalty 2665.717742 = -295678.113510
  nChanged 3
		SP:Iteration 15Q (28362.480000 sec): 3 clusters
  Score: Raw -298344.755553 + Penalty 2665.717742 = -295679.037811
  nChanged 0
		SP:Iteration 16F (28362.640000 sec): 3 clusters
  Score: Raw -298344.755553 + Penalty 2665.717742 = -295679.037811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28362.700000 sec): 2 clusters
  Score: Raw -161170.248492 + Penalty 1262.661271 = -159907.587221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28362.860000 sec): 3 clusters
  Score: Raw -160139.479564 + Penalty 2525.322541 = -157614.157023
  nChanged 856
		SP:Iteration 1F (28363.020000 sec): 3 clusters
  Score: Raw -160866.311045 + Penalty 2525.322541 = -158340.988504
  nChanged 270
		SP:Iteration 2F (28363.180000 sec): 3 clusters
  Score: Raw -161177.064733 + Penalty 2525.322541 = -158651.742192
  nChanged 176
		SP:Iteration 3F (28363.340000 sec): 3 clusters
  Score: Raw -161353.225536 + Penalty 2525.322541 = -158827.902995
  nChanged 113
		SP:Iteration 4Q (28363.500000 sec): 3 clusters
  Score: Raw -161449.261040 + Penalty 2525.322541 = -158923.938499
  nChanged 73
		SP:Iteration 5Q (28363.660000 sec): 3 clusters
  Score: Raw -161506.634086 + Penalty 2525.322541 = -158981.311545
  nChanged 56
		SP:Iteration 6Q (28363.820000 sec): 3 clusters
  Score: Raw -161550.776921 + Penalty 2525.322541 = -159025.454380
  nChanged 38
		SP:Iteration 7Q (28363.980000 sec): 3 clusters
  Score: Raw -161573.208164 + Penalty 2525.322541 = -159047.885623
  nChanged 30
		SP:Iteration 8Q (28364.140000 sec): 3 clusters
  Score: Raw -161594.286585 + Penalty 2525.322541 = -159068.964044
  nChanged 25
		SP:Iteration 9Q (28364.300000 sec): 3 clusters
  Score: Raw -161612.139174 + Penalty 2525.322541 = -159086.816633
  nChanged 16
		SP:Iteration 10Q (28364.460000 sec): 3 clusters
  Score: Raw -161621.917091 + Penalty 2525.322541 = -159096.594549
  nChanged 16
		SP:Iteration 11Q (28364.620000 sec): 3 clusters
  Score: Raw -161634.212913 + Penalty 2525.322541 = -159108.890372
  nChanged 14
		SP:Iteration 12Q (28364.780000 sec): 3 clusters
  Score: Raw -161644.209798 + Penalty 2525.322541 = -159118.887257
  nChanged 9
		SP:Iteration 13Q (28364.940000 sec): 3 clusters
  Score: Raw -161651.511840 + Penalty 2525.322541 = -159126.189299
  nChanged 7
		SP:Iteration 14Q (28365.140000 sec): 3 clusters
  Score: Raw -161656.154354 + Penalty 2525.322541 = -159130.831813
  nChanged 8
		SP:Iteration 15Q (28365.300000 sec): 3 clusters
  Score: Raw -161660.704254 + Penalty 2525.322541 = -159135.381712
  nChanged 6
		SP:Iteration 16Q (28365.460000 sec): 3 clusters
  Score: Raw -161662.208681 + Penalty 2525.322541 = -159136.886140
  nChanged 1
		SP:Iteration 17Q (28365.620000 sec): 3 clusters
  Score: Raw -161662.504127 + Penalty 2525.322541 = -159137.181586
  nChanged 1
		SP:Iteration 18Q (28365.780000 sec): 3 clusters
  Score: Raw -161662.775764 + Penalty 2525.322541 = -159137.453223
  nChanged 0
		SP:Iteration 19F (28365.940000 sec): 3 clusters
  Score: Raw -161662.775764 + Penalty 2525.322541 = -159137.453223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28366.060000 sec): 2 clusters
  Score: Raw -104454.674514 + Penalty 1173.429578 = -103281.244936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28366.200000 sec): 3 clusters
  Score: Raw -103971.438761 + Penalty 2346.859157 = -101624.579604
  nChanged 451
		SP:Iteration 1F (28366.390000 sec): 3 clusters
  Score: Raw -104401.616421 + Penalty 2346.859157 = -102054.757264
  nChanged 123
		SP:Iteration 2F (28366.540000 sec): 3 clusters
  Score: Raw -104527.736264 + Penalty 2346.859157 = -102180.877107
  nChanged 71
		SP:Iteration 3F (28366.680000 sec): 3 clusters
  Score: Raw -104599.789833 + Penalty 2346.859157 = -102252.930676
  nChanged 54
		SP:Iteration 4Q (28366.840000 sec): 3 clusters
  Score: Raw -104647.789299 + Penalty 2346.859157 = -102300.930142
  nChanged 27
		SP:Iteration 5Q (28366.990000 sec): 3 clusters
  Score: Raw -104674.020737 + Penalty 2346.859157 = -102327.161580
  nChanged 25
		SP:Iteration 6Q (28367.150000 sec): 3 clusters
  Score: Raw -104697.015262 + Penalty 2346.859157 = -102350.156105
  nChanged 26
		SP:Iteration 7Q (28367.310000 sec): 3 clusters
  Score: Raw -104721.661460 + Penalty 2346.859157 = -102374.802303
  nChanged 17
		SP:Iteration 8Q (28367.470000 sec): 3 clusters
  Score: Raw -104739.372026 + Penalty 2346.859157 = -102392.512869
  nChanged 22
		SP:Iteration 9Q (28367.630000 sec): 3 clusters
  Score: Raw -104757.625653 + Penalty 2346.859157 = -102410.766496
  nChanged 7
		SP:Iteration 10Q (28367.780000 sec): 3 clusters
  Score: Raw -104762.721129 + Penalty 2346.859157 = -102415.861972
  nChanged 7
		SP:Iteration 11Q (28367.930000 sec): 3 clusters
  Score: Raw -104768.351218 + Penalty 2346.859157 = -102421.492061
  nChanged 7
		SP:Iteration 12Q (28368.070000 sec): 3 clusters
  Score: Raw -104775.329992 + Penalty 2346.859157 = -102428.470835
  nChanged 7
		SP:Iteration 13Q (28368.210000 sec): 3 clusters
  Score: Raw -104779.784720 + Penalty 2346.859157 = -102432.925563
  nChanged 8
		SP:Iteration 14Q (28368.350000 sec): 3 clusters
  Score: Raw -104784.106167 + Penalty 2346.859157 = -102437.247010
  nChanged 4
		SP:Iteration 15Q (28368.490000 sec): 3 clusters
  Score: Raw -104787.307574 + Penalty 2346.859157 = -102440.448417
  nChanged 7
		SP:Iteration 16Q (28368.640000 sec): 3 clusters
  Score: Raw -104790.789139 + Penalty 2346.859157 = -102443.929982
  nChanged 6
		SP:Iteration 17Q (28368.780000 sec): 3 clusters
  Score: Raw -104794.611838 + Penalty 2346.859157 = -102447.752682
  nChanged 6
		SP:Iteration 18Q (28368.920000 sec): 3 clusters
  Score: Raw -104802.244272 + Penalty 2346.859157 = -102455.385115
  nChanged 9
		SP:Iteration 19Q (28369.060000 sec): 3 clusters
  Score: Raw -104809.579311 + Penalty 2346.859157 = -102462.720154
  nChanged 3
		SP:Iteration 20F (28369.210000 sec): 3 clusters
  Score: Raw -104812.471946 + Penalty 2346.859157 = -102465.612789
  nChanged 3
		SP:Iteration 21Q (28369.350000 sec): 3 clusters
  Score: Raw -104814.070153 + Penalty 2346.859157 = -102467.210997
  nChanged 3
		SP:Iteration 22Q (28369.490000 sec): 3 clusters
  Score: Raw -104816.129802 + Penalty 2346.859157 = -102469.270645
  nChanged 1
		SP:Iteration 23Q (28369.640000 sec): 3 clusters
  Score: Raw -104816.813182 + Penalty 2346.859157 = -102469.954025
  nChanged 1
		SP:Iteration 24Q (28369.780000 sec): 3 clusters
  Score: Raw -104816.959069 + Penalty 2346.859157 = -102470.099912
  nChanged 0
		SP:Iteration 25F (28369.930000 sec): 3 clusters
  Score: Raw -104816.959069 + Penalty 2346.859157 = -102470.099912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28370.000000 sec): 2 clusters
  Score: Raw -95634.185361 + Penalty 1171.757999 = -94462.427363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28370.140000 sec): 3 clusters
  Score: Raw -95161.971358 + Penalty 2343.515997 = -92818.455360
  nChanged 431
		SP:Iteration 1F (28370.290000 sec): 3 clusters
  Score: Raw -95535.148737 + Penalty 2343.515997 = -93191.632740
  nChanged 124
		SP:Iteration 2F (28370.430000 sec): 3 clusters
  Score: Raw -95701.173708 + Penalty 2343.515997 = -93357.657711
  nChanged 95
		SP:Iteration 3F (28370.570000 sec): 3 clusters
  Score: Raw -95837.016912 + Penalty 2343.515997 = -93493.500915
  nChanged 78
		SP:Iteration 4F (28370.720000 sec): 3 clusters
  Score: Raw -95919.972727 + Penalty 2343.515997 = -93576.456730
  nChanged 51
		SP:Iteration 5Q (28370.940000 sec): 3 clusters
  Score: Raw -95964.808109 + Penalty 2343.515997 = -93621.292111
  nChanged 30
		SP:Iteration 6Q (28371.180000 sec): 3 clusters
  Score: Raw -95999.998178 + Penalty 2343.515997 = -93656.482181
  nChanged 23
		SP:Iteration 7Q (28371.370000 sec): 3 clusters
  Score: Raw -96029.607709 + Penalty 2343.515997 = -93686.091712
  nChanged 19
		SP:Iteration 8Q (28371.640000 sec): 3 clusters
  Score: Raw -96056.254371 + Penalty 2343.515997 = -93712.738374
  nChanged 14
		SP:Iteration 9Q (28371.790000 sec): 3 clusters
  Score: Raw -96080.142526 + Penalty 2343.515997 = -93736.626529
  nChanged 16
		SP:Iteration 10Q (28372.030000 sec): 3 clusters
  Score: Raw -96095.006258 + Penalty 2343.515997 = -93751.490260
  nChanged 13
		SP:Iteration 11Q (28372.240000 sec): 3 clusters
  Score: Raw -96112.818428 + Penalty 2343.515997 = -93769.302430
  nChanged 12
		SP:Iteration 12Q (28372.380000 sec): 3 clusters
  Score: Raw -96127.090924 + Penalty 2343.515997 = -93783.574926
  nChanged 10
		SP:Iteration 13Q (28372.580000 sec): 3 clusters
  Score: Raw -96136.282302 + Penalty 2343.515997 = -93792.766304
  nChanged 5
		SP:Iteration 14Q (28372.790000 sec): 3 clusters
  Score: Raw -96140.898245 + Penalty 2343.515997 = -93797.382248
  nChanged 2
		SP:Iteration 15Q (28372.950000 sec): 3 clusters
  Score: Raw -96142.007547 + Penalty 2343.515997 = -93798.491549
  nChanged 1
		SP:Iteration 16Q (28373.150000 sec): 3 clusters
  Score: Raw -96142.319342 + Penalty 2343.515997 = -93798.803345
  nChanged 0
		SP:Iteration 17F (28373.330000 sec): 3 clusters
  Score: Raw -96142.319342 + Penalty 2343.515997 = -93798.803345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28373.390000 sec): 2 clusters
  Score: Raw -50250.398894 + Penalty 1072.699894 = -49177.699000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28373.550000 sec): 3 clusters
  Score: Raw -50072.874099 + Penalty 2145.399789 = -47927.474311
  nChanged 214
		SP:Iteration 1F (28373.750000 sec): 3 clusters
  Score: Raw -50335.135897 + Penalty 2145.399789 = -48189.736108
  nChanged 58
		SP:Iteration 2F (28373.870000 sec): 3 clusters
  Score: Raw -50474.882177 + Penalty 2145.399789 = -48329.482388
  nChanged 41
		SP:Iteration 3F (28374.030000 sec): 3 clusters
  Score: Raw -50560.781057 + Penalty 2145.399789 = -48415.381268
  nChanged 20
		SP:Iteration 4Q (28374.190000 sec): 3 clusters
  Score: Raw -50599.634452 + Penalty 2145.399789 = -48454.234663
  nChanged 9
		SP:Iteration 5Q (28374.310000 sec): 3 clusters
  Score: Raw -50617.625138 + Penalty 2145.399789 = -48472.225349
  nChanged 5
		SP:Iteration 6Q (28374.470000 sec): 3 clusters
  Score: Raw -50622.864473 + Penalty 2145.399789 = -48477.464684
  nChanged 2
		SP:Iteration 7Q (28374.650000 sec): 3 clusters
  Score: Raw -50625.738043 + Penalty 2145.399789 = -48480.338254
  nChanged 0
		SP:Iteration 8F (28374.840000 sec): 3 clusters
  Score: Raw -50625.738043 + Penalty 2145.399789 = -48480.338254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28374.930000 sec): 2 clusters
  Score: Raw -206349.354337 + Penalty 1287.955551 = -205061.398785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28375.110000 sec): 3 clusters
  Score: Raw -205086.908601 + Penalty 2575.911103 = -202510.997498
  nChanged 1031
		SP:Iteration 1F (28375.270000 sec): 3 clusters
  Score: Raw -205781.557675 + Penalty 2575.911103 = -203205.646572
  nChanged 245
		SP:Iteration 2F (28375.400000 sec): 3 clusters
  Score: Raw -206012.338530 + Penalty 2575.911103 = -203436.427427
  nChanged 189
		SP:Iteration 3F (28375.600000 sec): 3 clusters
  Score: Raw -206208.642444 + Penalty 2575.911103 = -203632.731341
  nChanged 152
		SP:Iteration 4F (28375.750000 sec): 3 clusters
  Score: Raw -206372.291729 + Penalty 2575.911103 = -203796.380626
  nChanged 140
		SP:Iteration 5F (28375.910000 sec): 3 clusters
  Score: Raw -206514.448491 + Penalty 2575.911103 = -203938.537388
  nChanged 120
		SP:Iteration 6Q (28376.080000 sec): 3 clusters
  Score: Raw -206630.786470 + Penalty 2575.911103 = -204054.875367
  nChanged 86
		SP:Iteration 7Q (28376.190000 sec): 3 clusters
  Score: Raw -206697.087217 + Penalty 2575.911103 = -204121.176114
  nChanged 64
		SP:Iteration 8Q (28376.370000 sec): 3 clusters
  Score: Raw -206729.810374 + Penalty 2575.911103 = -204153.899271
  nChanged 40
		SP:Iteration 9Q (28376.540000 sec): 3 clusters
  Score: Raw -206747.709129 + Penalty 2575.911103 = -204171.798026
  nChanged 23
		SP:Iteration 10Q (28376.760000 sec): 3 clusters
  Score: Raw -206756.442123 + Penalty 2575.911103 = -204180.531020
  nChanged 13
		SP:Iteration 11Q (28376.960000 sec): 3 clusters
  Score: Raw -206761.228715 + Penalty 2575.911103 = -204185.317612
  nChanged 6
		SP:Iteration 12Q (28377.120000 sec): 3 clusters
  Score: Raw -206763.609790 + Penalty 2575.911103 = -204187.698687
  nChanged 6
		SP:Iteration 13Q (28377.270000 sec): 3 clusters
  Score: Raw -206765.446105 + Penalty 2575.911103 = -204189.535002
  nChanged 5
		SP:Iteration 14Q (28377.460000 sec): 3 clusters
  Score: Raw -206768.466249 + Penalty 2575.911103 = -204192.555146
  nChanged 10
		SP:Iteration 15Q (28377.640000 sec): 3 clusters
  Score: Raw -206771.796362 + Penalty 2575.911103 = -204195.885259
  nChanged 4
		SP:Iteration 16Q (28377.780000 sec): 3 clusters
  Score: Raw -206773.329492 + Penalty 2575.911103 = -204197.418390
  nChanged 5
		SP:Iteration 17Q (28377.960000 sec): 3 clusters
  Score: Raw -206775.070006 + Penalty 2575.911103 = -204199.158903
  nChanged 6
		SP:Iteration 18Q (28378.120000 sec): 3 clusters
  Score: Raw -206778.174825 + Penalty 2575.911103 = -204202.263722
  nChanged 4
		SP:Iteration 19Q (28378.310000 sec): 3 clusters
  Score: Raw -206779.683985 + Penalty 2575.911103 = -204203.772882
  nChanged 5
		SP:Iteration 20F (28378.490000 sec): 3 clusters
  Score: Raw -206781.134960 + Penalty 2575.911103 = -204205.223857
  nChanged 7
		SP:Iteration 21Q (28378.650000 sec): 3 clusters
  Score: Raw -206783.845445 + Penalty 2575.911103 = -204207.934343
  nChanged 6
		SP:Iteration 22Q (28378.800000 sec): 3 clusters
  Score: Raw -206786.304580 + Penalty 2575.911103 = -204210.393477
  nChanged 6
		SP:Iteration 23Q (28378.930000 sec): 3 clusters
  Score: Raw -206787.680469 + Penalty 2575.911103 = -204211.769366
  nChanged 2
		SP:Iteration 24Q (28379.090000 sec): 3 clusters
  Score: Raw -206788.440408 + Penalty 2575.911103 = -204212.529305
  nChanged 1
		SP:Iteration 25Q (28379.300000 sec): 3 clusters
  Score: Raw -206788.576067 + Penalty 2575.911103 = -204212.664965
  nChanged 0
		SP:Iteration 26F (28379.470000 sec): 3 clusters
  Score: Raw -206788.576067 + Penalty 2575.911103 = -204212.664965
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (3579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28379.600000 sec): 2 clusters
  Score: Raw -309145.144021 + Penalty 1329.711290 = -307815.432730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28379.730000 sec): 3 clusters
  Score: Raw -307385.056724 + Penalty 2659.422581 = -304725.634143
  nChanged 1389
		SP:Iteration 1F (28379.900000 sec): 3 clusters
  Score: Raw -308153.280988 + Penalty 2659.422581 = -305493.858407
  nChanged 252
		SP:Iteration 2F (28380.100000 sec): 3 clusters
  Score: Raw -308309.401811 + Penalty 2659.422581 = -305649.979230
  nChanged 206
		SP:Iteration 3F (28380.290000 sec): 3 clusters
  Score: Raw -308451.118082 + Penalty 2659.422581 = -305791.695501
  nChanged 173
		SP:Iteration 4Q (28380.510000 sec): 3 clusters
  Score: Raw -308605.466270 + Penalty 2659.422581 = -305946.043689
  nChanged 157
		SP:Iteration 5Q (28380.650000 sec): 3 clusters
  Score: Raw -308766.075130 + Penalty 2659.422581 = -306106.652549
  nChanged 178
		SP:Iteration 6Q (28380.860000 sec): 3 clusters
  Score: Raw -308956.002627 + Penalty 2659.422581 = -306296.580046
  nChanged 169
		SP:Iteration 7Q (28381.030000 sec): 3 clusters
  Score: Raw -309128.849401 + Penalty 2659.422581 = -306469.426820
  nChanged 194
		SP:Iteration 8F (28381.210000 sec): 3 clusters
  Score: Raw -309341.432291 + Penalty 2659.422581 = -306682.009710
  nChanged 183
		SP:Iteration 9F (28381.380000 sec): 3 clusters
  Score: Raw -309551.644378 + Penalty 2659.422581 = -306892.221797
  nChanged 183
		SP:Iteration 10F (28381.570000 sec): 3 clusters
  Score: Raw -309813.273205 + Penalty 2659.422581 = -307153.850624
  nChanged 156
		SP:Iteration 11Q (28381.730000 sec): 3 clusters
  Score: Raw -310123.230396 + Penalty 2659.422581 = -307463.807815
  nChanged 121
		SP:Iteration 12Q (28381.940000 sec): 3 clusters
  Score: Raw -310519.622930 + Penalty 2659.422581 = -307860.200349
  nChanged 91
		SP:Iteration 13Q (28382.150000 sec): 3 clusters
  Score: Raw -310694.697747 + Penalty 2659.422581 = -308035.275166
  nChanged 75
		SP:Iteration 14Q (28382.310000 sec): 3 clusters
  Score: Raw -310766.077112 + Penalty 2659.422581 = -308106.654531
  nChanged 66
		SP:Iteration 15Q (28382.480000 sec): 3 clusters
  Score: Raw -310822.432046 + Penalty 2659.422581 = -308163.009465
  nChanged 68
		SP:Iteration 16Q (28382.650000 sec): 3 clusters
  Score: Raw -310877.033410 + Penalty 2659.422581 = -308217.610829
  nChanged 58
		SP:Iteration 17Q (28382.820000 sec): 3 clusters
  Score: Raw -310921.950162 + Penalty 2659.422581 = -308262.527581
  nChanged 61
		SP:Iteration 18Q (28383.010000 sec): 3 clusters
  Score: Raw -310976.900926 + Penalty 2659.422581 = -308317.478345
  nChanged 78
		SP:Iteration 19Q (28383.210000 sec): 3 clusters
  Score: Raw -311072.663194 + Penalty 2659.422581 = -308413.240613
  nChanged 101
		SP:Iteration 20F (28383.380000 sec): 3 clusters
  Score: Raw -311242.022089 + Penalty 2659.422581 = -308582.599508
  nChanged 121
		SP:Iteration 21Q (28383.510000 sec): 3 clusters
  Score: Raw -311540.290950 + Penalty 2659.422581 = -308880.868369
  nChanged 128
		SP:Iteration 22Q (28383.680000 sec): 3 clusters
  Score: Raw -312030.807389 + Penalty 2659.422581 = -309371.384808
  nChanged 80
		SP:Iteration 23Q (28383.850000 sec): 3 clusters
  Score: Raw -312399.489858 + Penalty 2659.422581 = -309740.067277
  nChanged 38
		SP:Iteration 24Q (28383.990000 sec): 3 clusters
  Score: Raw -312512.232828 + Penalty 2659.422581 = -309852.810247
  nChanged 26
		SP:Iteration 25Q (28384.160000 sec): 3 clusters
  Score: Raw -312561.443724 + Penalty 2659.422581 = -309902.021143
  nChanged 19
		SP:Iteration 26Q (28384.360000 sec): 3 clusters
  Score: Raw -312593.868378 + Penalty 2659.422581 = -309934.445797
  nChanged 19
		SP:Iteration 27Q (28384.550000 sec): 3 clusters
  Score: Raw -312630.052434 + Penalty 2659.422581 = -309970.629853
  nChanged 18
		SP:Iteration 28Q (28384.780000 sec): 3 clusters
  Score: Raw -312667.611896 + Penalty 2659.422581 = -310008.189315
  nChanged 14
		SP:Iteration 29Q (28384.970000 sec): 3 clusters
  Score: Raw -312688.426835 + Penalty 2659.422581 = -310029.004254
  nChanged 6
		SP:Iteration 30Q (28385.160000 sec): 3 clusters
  Score: Raw -312698.314841 + Penalty 2659.422581 = -310038.892260
  nChanged 6
		SP:Iteration 31Q (28385.360000 sec): 3 clusters
  Score: Raw -312706.032976 + Penalty 2659.422581 = -310046.610395
  nChanged 4
		SP:Iteration 32Q (28385.520000 sec): 3 clusters
  Score: Raw -312708.438980 + Penalty 2659.422581 = -310049.016399
  nChanged 1
		SP:Iteration 33Q (28385.670000 sec): 3 clusters
  Score: Raw -312708.793630 + Penalty 2659.422581 = -310049.371049
  nChanged 0
		SP:Iteration 34F (28385.830000 sec): 3 clusters
  Score: Raw -312709.815249 + Penalty 2659.422581 = -310050.392668
  nChanged 2
		SP:Iteration 35Q (28386.020000 sec): 3 clusters
  Score: Raw -312711.070137 + Penalty 2659.422581 = -310051.647556
  nChanged 1
		SP:Iteration 36Q (28386.190000 sec): 3 clusters
  Score: Raw -312711.392274 + Penalty 2659.422581 = -310051.969693
  nChanged 1
		SP:Iteration 37Q (28386.380000 sec): 3 clusters
  Score: Raw -312711.654285 + Penalty 2659.422581 = -310052.231704
  nChanged 0
		SP:Iteration 38F (28386.560000 sec): 3 clusters
  Score: Raw -312711.654285 + Penalty 2659.422581 = -310052.231704
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28386.660000 sec): 2 clusters
  Score: Raw -49995.602262 + Penalty 1048.201444 = -48947.400819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28386.830000 sec): 3 clusters
  Score: Raw -49898.804608 + Penalty 2096.402887 = -47802.401721
  nChanged 152
		SP:Iteration 1F (28387.000000 sec): 3 clusters
  Score: Raw -50136.774729 + Penalty 2096.402887 = -48040.371842
  nChanged 41
		SP:Iteration 2F (28387.220000 sec): 3 clusters
  Score: Raw -50258.164920 + Penalty 2096.402887 = -48161.762033
  nChanged 32
		SP:Iteration 3F (28387.420000 sec): 3 clusters
  Score: Raw -50396.539215 + Penalty 2096.402887 = -48300.136328
  nChanged 27
		SP:Iteration 4Q (28387.560000 sec): 3 clusters
  Score: Raw -50482.004718 + Penalty 2096.402887 = -48385.601831
  nChanged 25
		SP:Iteration 5Q (28387.690000 sec): 3 clusters
  Score: Raw -50532.005662 + Penalty 2096.402887 = -48435.602775
  nChanged 19
		SP:Iteration 6Q (28387.810000 sec): 3 clusters
  Score: Raw -50568.578403 + Penalty 2096.402887 = -48472.175516
  nChanged 21
		SP:Iteration 7Q (28387.970000 sec): 3 clusters
  Score: Raw -50617.539511 + Penalty 2096.402887 = -48521.136624
  nChanged 20
		SP:Iteration 8Q (28388.120000 sec): 3 clusters
  Score: Raw -50651.820986 + Penalty 2096.402887 = -48555.418099
  nChanged 17
		SP:Iteration 9Q (28388.290000 sec): 3 clusters
  Score: Raw -50677.238674 + Penalty 2096.402887 = -48580.835787
  nChanged 7
		SP:Iteration 10Q (28388.410000 sec): 3 clusters
  Score: Raw -50685.217213 + Penalty 2096.402887 = -48588.814326
  nChanged 12
		SP:Iteration 11Q (28388.540000 sec): 3 clusters
  Score: Raw -50701.265317 + Penalty 2096.402887 = -48604.862430
  nChanged 8
		SP:Iteration 12Q (28388.670000 sec): 3 clusters
  Score: Raw -50719.397389 + Penalty 2096.402887 = -48622.994502
  nChanged 12
		SP:Iteration 13Q (28388.840000 sec): 3 clusters
  Score: Raw -50736.699675 + Penalty 2096.402887 = -48640.296788
  nChanged 7
		SP:Iteration 14Q (28388.980000 sec): 3 clusters
  Score: Raw -50744.571002 + Penalty 2096.402887 = -48648.168115
  nChanged 5
		SP:Iteration 15Q (28389.090000 sec): 3 clusters
  Score: Raw -50751.971386 + Penalty 2096.402887 = -48655.568499
  nChanged 6
		SP:Iteration 16Q (28389.300000 sec): 3 clusters
  Score: Raw -50763.104114 + Penalty 2096.402887 = -48666.701227
  nChanged 5
		SP:Iteration 17Q (28389.480000 sec): 3 clusters
  Score: Raw -50769.922499 + Penalty 2096.402887 = -48673.519612
  nChanged 2
		SP:Iteration 18Q (28389.640000 sec): 3 clusters
  Score: Raw -50771.951855 + Penalty 2096.402887 = -48675.548968
  nChanged 3
		SP:Iteration 19Q (28389.840000 sec): 3 clusters
  Score: Raw -50776.021279 + Penalty 2096.402887 = -48679.618392
  nChanged 0
		SP:Iteration 20F (28390.000000 sec): 3 clusters
  Score: Raw -50776.021279 + Penalty 2096.402887 = -48679.618392
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28390.140000 sec): 2 clusters
  Score: Raw -231534.808023 + Penalty 1289.416629 = -230245.391393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28390.260000 sec): 3 clusters
  Score: Raw -230237.541871 + Penalty 2578.833259 = -227658.708612
  nChanged 1011
		SP:Iteration 1F (28390.440000 sec): 3 clusters
  Score: Raw -230874.781205 + Penalty 2578.833259 = -228295.947946
  nChanged 258
		SP:Iteration 2F (28390.560000 sec): 3 clusters
  Score: Raw -231073.280750 + Penalty 2578.833259 = -228494.447491
  nChanged 174
		SP:Iteration 3F (28390.790000 sec): 3 clusters
  Score: Raw -231207.945126 + Penalty 2578.833259 = -228629.111867
  nChanged 146
		SP:Iteration 4F (28390.980000 sec): 3 clusters
  Score: Raw -231309.396556 + Penalty 2578.833259 = -228730.563297
  nChanged 117
		SP:Iteration 5Q (28391.120000 sec): 3 clusters
  Score: Raw -231383.393222 + Penalty 2578.833259 = -228804.559963
  nChanged 93
		SP:Iteration 6Q (28391.250000 sec): 3 clusters
  Score: Raw -231436.730518 + Penalty 2578.833259 = -228857.897259
  nChanged 81
		SP:Iteration 7Q (28391.370000 sec): 3 clusters
  Score: Raw -231494.415348 + Penalty 2578.833259 = -228915.582089
  nChanged 76
		SP:Iteration 8Q (28391.540000 sec): 3 clusters
  Score: Raw -231535.225100 + Penalty 2578.833259 = -228956.391841
  nChanged 57
		SP:Iteration 9Q (28391.740000 sec): 3 clusters
  Score: Raw -231566.953330 + Penalty 2578.833259 = -228988.120071
  nChanged 50
		SP:Iteration 10Q (28391.970000 sec): 3 clusters
  Score: Raw -231600.691566 + Penalty 2578.833259 = -229021.858307
  nChanged 59
		SP:Iteration 11Q (28392.130000 sec): 3 clusters
  Score: Raw -231640.011706 + Penalty 2578.833259 = -229061.178447
  nChanged 68
		SP:Iteration 12Q (28392.310000 sec): 3 clusters
  Score: Raw -231680.795368 + Penalty 2578.833259 = -229101.962109
  nChanged 62
		SP:Iteration 13Q (28392.480000 sec): 3 clusters
  Score: Raw -231715.589150 + Penalty 2578.833259 = -229136.755891
  nChanged 54
		SP:Iteration 14Q (28392.610000 sec): 3 clusters
  Score: Raw -231754.461853 + Penalty 2578.833259 = -229175.628594
  nChanged 69
		SP:Iteration 15Q (28392.750000 sec): 3 clusters
  Score: Raw -231814.529432 + Penalty 2578.833259 = -229235.696174
  nChanged 81
		SP:Iteration 16Q (28392.920000 sec): 3 clusters
  Score: Raw -231895.327859 + Penalty 2578.833259 = -229316.494600
  nChanged 94
		SP:Iteration 17Q (28393.130000 sec): 3 clusters
  Score: Raw -232007.707006 + Penalty 2578.833259 = -229428.873747
  nChanged 91
		SP:Iteration 18Q (28393.270000 sec): 3 clusters
  Score: Raw -232112.868386 + Penalty 2578.833259 = -229534.035127
  nChanged 82
		SP:Iteration 19Q (28393.410000 sec): 3 clusters
  Score: Raw -232220.315794 + Penalty 2578.833259 = -229641.482535
  nChanged 86
		SP:Iteration 20F (28393.540000 sec): 3 clusters
  Score: Raw -232375.250093 + Penalty 2578.833259 = -229796.416834
  nChanged 89
		SP:Iteration 21Q (28393.680000 sec): 3 clusters
  Score: Raw -232550.506432 + Penalty 2578.833259 = -229971.673174
  nChanged 61
		SP:Iteration 22Q (28393.830000 sec): 3 clusters
  Score: Raw -232629.757358 + Penalty 2578.833259 = -230050.924099
  nChanged 33
		SP:Iteration 23Q (28393.980000 sec): 3 clusters
  Score: Raw -232657.427273 + Penalty 2578.833259 = -230078.594014
  nChanged 13
		SP:Iteration 24Q (28394.120000 sec): 3 clusters
  Score: Raw -232664.147047 + Penalty 2578.833259 = -230085.313788
  nChanged 9
		SP:Iteration 25Q (28394.290000 sec): 3 clusters
  Score: Raw -232668.470831 + Penalty 2578.833259 = -230089.637572
  nChanged 6
		SP:Iteration 26Q (28394.500000 sec): 3 clusters
  Score: Raw -232671.437280 + Penalty 2578.833259 = -230092.604021
  nChanged 3
		SP:Iteration 27Q (28394.680000 sec): 3 clusters
  Score: Raw -232672.305579 + Penalty 2578.833259 = -230093.472320
  nChanged 1
		SP:Iteration 28Q (28394.880000 sec): 3 clusters
  Score: Raw -232672.492355 + Penalty 2578.833259 = -230093.659096
  nChanged 1
		SP:Iteration 29Q (28395.040000 sec): 3 clusters
  Score: Raw -232672.619179 + Penalty 2578.833259 = -230093.785920
  nChanged 0
		SP:Iteration 30F (28395.190000 sec): 3 clusters
  Score: Raw -232672.619179 + Penalty 2578.833259 = -230093.785920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28395.290000 sec): 2 clusters
  Score: Raw -54436.651394 + Penalty 1100.996990 = -53335.654405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28395.440000 sec): 3 clusters
  Score: Raw -54208.955446 + Penalty 2201.993980 = -52006.961466
  nChanged 249
		SP:Iteration 1F (28395.640000 sec): 3 clusters
  Score: Raw -54595.274984 + Penalty 2201.993980 = -52393.281005
  nChanged 96
		SP:Iteration 2F (28395.800000 sec): 3 clusters
  Score: Raw -54805.805368 + Penalty 2201.993980 = -52603.811388
  nChanged 59
		SP:Iteration 3F (28396.010000 sec): 3 clusters
  Score: Raw -54935.751861 + Penalty 2201.993980 = -52733.757881
  nChanged 36
		SP:Iteration 4Q (28396.210000 sec): 3 clusters
  Score: Raw -55014.439249 + Penalty 2201.993980 = -52812.445269
  nChanged 31
		SP:Iteration 5Q (28396.330000 sec): 3 clusters
  Score: Raw -55111.303386 + Penalty 2201.993980 = -52909.309406
  nChanged 34
		SP:Iteration 6Q (28396.550000 sec): 3 clusters
  Score: Raw -55170.914816 + Penalty 2201.993980 = -52968.920836
  nChanged 15
		SP:Iteration 7Q (28396.710000 sec): 3 clusters
  Score: Raw -55185.532811 + Penalty 2201.993980 = -52983.538831
  nChanged 7
		SP:Iteration 8Q (28396.890000 sec): 3 clusters
  Score: Raw -55199.598886 + Penalty 2201.993980 = -52997.604907
  nChanged 6
		SP:Iteration 9Q (28397.080000 sec): 3 clusters
  Score: Raw -55205.692876 + Penalty 2201.993980 = -53003.698896
  nChanged 5
		SP:Iteration 10Q (28397.290000 sec): 3 clusters
  Score: Raw -55212.264091 + Penalty 2201.993980 = -53010.270111
  nChanged 2
		SP:Iteration 11Q (28397.450000 sec): 3 clusters
  Score: Raw -55214.596881 + Penalty 2201.993980 = -53012.602901
  nChanged 0
		SP:Iteration 12F (28397.620000 sec): 3 clusters
  Score: Raw -55214.596881 + Penalty 2201.993980 = -53012.602901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28397.710000 sec): 2 clusters
  Score: Raw -162292.748363 + Penalty 1242.920216 = -161049.828147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28397.870000 sec): 3 clusters
  Score: Raw -161404.544996 + Penalty 2485.840431 = -158918.704565
  nChanged 737
		SP:Iteration 1F (28398.030000 sec): 3 clusters
  Score: Raw -161928.850893 + Penalty 2485.840431 = -159443.010462
  nChanged 184
		SP:Iteration 2F (28398.180000 sec): 3 clusters
  Score: Raw -162089.103079 + Penalty 2485.840431 = -159603.262648
  nChanged 120
		SP:Iteration 3F (28398.310000 sec): 3 clusters
  Score: Raw -162205.638506 + Penalty 2485.840431 = -159719.798074
  nChanged 109
		SP:Iteration 4F (28398.440000 sec): 3 clusters
  Score: Raw -162323.842371 + Penalty 2485.840431 = -159838.001940
  nChanged 103
		SP:Iteration 5Q (28398.630000 sec): 3 clusters
  Score: Raw -162414.639117 + Penalty 2485.840431 = -159928.798685
  nChanged 67
		SP:Iteration 6Q (28398.810000 sec): 3 clusters
  Score: Raw -162464.323073 + Penalty 2485.840431 = -159978.482642
  nChanged 49
		SP:Iteration 7Q (28398.950000 sec): 3 clusters
  Score: Raw -162497.556535 + Penalty 2485.840431 = -160011.716103
  nChanged 44
		SP:Iteration 8Q (28399.080000 sec): 3 clusters
  Score: Raw -162526.756909 + Penalty 2485.840431 = -160040.916478
  nChanged 31
		SP:Iteration 9Q (28399.240000 sec): 3 clusters
  Score: Raw -162545.612201 + Penalty 2485.840431 = -160059.771770
  nChanged 20
		SP:Iteration 10Q (28399.440000 sec): 3 clusters
  Score: Raw -162552.986399 + Penalty 2485.840431 = -160067.145967
  nChanged 14
		SP:Iteration 11Q (28399.610000 sec): 3 clusters
  Score: Raw -162562.118035 + Penalty 2485.840431 = -160076.277603
  nChanged 20
		SP:Iteration 12Q (28399.800000 sec): 3 clusters
  Score: Raw -162574.118273 + Penalty 2485.840431 = -160088.277842
  nChanged 15
		SP:Iteration 13Q (28399.970000 sec): 3 clusters
  Score: Raw -162583.844582 + Penalty 2485.840431 = -160098.004150
  nChanged 8
		SP:Iteration 14Q (28400.130000 sec): 3 clusters
  Score: Raw -162591.495852 + Penalty 2485.840431 = -160105.655421
  nChanged 9
		SP:Iteration 15Q (28400.320000 sec): 3 clusters
  Score: Raw -162595.330001 + Penalty 2485.840431 = -160109.489570
  nChanged 6
		SP:Iteration 16Q (28400.500000 sec): 3 clusters
  Score: Raw -162598.723757 + Penalty 2485.840431 = -160112.883326
  nChanged 6
		SP:Iteration 17Q (28400.690000 sec): 3 clusters
  Score: Raw -162601.961608 + Penalty 2485.840431 = -160116.121177
  nChanged 11
		SP:Iteration 18Q (28400.830000 sec): 3 clusters
  Score: Raw -162607.228933 + Penalty 2485.840431 = -160121.388502
  nChanged 11
		SP:Iteration 19Q (28400.990000 sec): 3 clusters
  Score: Raw -162613.004189 + Penalty 2485.840431 = -160127.163757
  nChanged 12
		SP:Iteration 20F (28401.150000 sec): 3 clusters
  Score: Raw -162618.722628 + Penalty 2485.840431 = -160132.882197
  nChanged 8
		SP:Iteration 21Q (28401.310000 sec): 3 clusters
  Score: Raw -162622.928352 + Penalty 2485.840431 = -160137.087921
  nChanged 2
		SP:Iteration 22Q (28401.470000 sec): 3 clusters
  Score: Raw -162623.864388 + Penalty 2485.840431 = -160138.023957
  nChanged 2
		SP:Iteration 23Q (28401.630000 sec): 3 clusters
  Score: Raw -162625.324307 + Penalty 2485.840431 = -160139.483875
  nChanged 2
		SP:Iteration 24Q (28401.790000 sec): 3 clusters
  Score: Raw -162626.581389 + Penalty 2485.840431 = -160140.740958
  nChanged 6
		SP:Iteration 25Q (28401.950000 sec): 3 clusters
  Score: Raw -162629.185635 + Penalty 2485.840431 = -160143.345203
  nChanged 6
		SP:Iteration 26Q (28402.110000 sec): 3 clusters
  Score: Raw -162632.566518 + Penalty 2485.840431 = -160146.726086
  nChanged 4
		SP:Iteration 27Q (28402.270000 sec): 3 clusters
  Score: Raw -162634.577557 + Penalty 2485.840431 = -160148.737125
  nChanged 4
		SP:Iteration 28Q (28402.420000 sec): 3 clusters
  Score: Raw -162636.108121 + Penalty 2485.840431 = -160150.267690
  nChanged 3
		SP:Iteration 29Q (28402.570000 sec): 3 clusters
  Score: Raw -162638.064495 + Penalty 2485.840431 = -160152.224063
  nChanged 5
		SP:Iteration 30Q (28402.710000 sec): 3 clusters
  Score: Raw -162640.815655 + Penalty 2485.840431 = -160154.975224
  nChanged 5
		SP:Iteration 31Q (28402.860000 sec): 3 clusters
  Score: Raw -162645.868015 + Penalty 2485.840431 = -160160.027584
  nChanged 11
		SP:Iteration 32Q (28403.000000 sec): 3 clusters
  Score: Raw -162652.497504 + Penalty 2485.840431 = -160166.657073
  nChanged 10
		SP:Iteration 33Q (28403.140000 sec): 3 clusters
  Score: Raw -162657.708295 + Penalty 2485.840431 = -160171.867864
  nChanged 7
		SP:Iteration 34Q (28403.300000 sec): 3 clusters
  Score: Raw -162660.677651 + Penalty 2485.840431 = -160174.837220
  nChanged 6
		SP:Iteration 35Q (28403.450000 sec): 3 clusters
  Score: Raw -162663.427833 + Penalty 2485.840431 = -160177.587401
  nChanged 5
		SP:Iteration 36Q (28403.610000 sec): 3 clusters
  Score: Raw -162665.821580 + Penalty 2485.840431 = -160179.981148
  nChanged 4
		SP:Iteration 37Q (28403.760000 sec): 3 clusters
  Score: Raw -162667.601520 + Penalty 2485.840431 = -160181.761088
  nChanged 1
		SP:Iteration 38Q (28403.920000 sec): 3 clusters
  Score: Raw -162667.921863 + Penalty 2485.840431 = -160182.081431
  nChanged 2
		SP:Iteration 39Q (28404.080000 sec): 3 clusters
  Score: Raw -162669.028950 + Penalty 2485.840431 = -160183.188518
  nChanged 4
		SP:Iteration 40F (28404.240000 sec): 3 clusters
  Score: Raw -162670.939053 + Penalty 2485.840431 = -160185.098622
  nChanged 2
		SP:Iteration 41Q (28404.400000 sec): 3 clusters
  Score: Raw -162671.762974 + Penalty 2485.840431 = -160185.922542
  nChanged 3
		SP:Iteration 42Q (28404.550000 sec): 3 clusters
  Score: Raw -162672.768848 + Penalty 2485.840431 = -160186.928417
  nChanged 1
		SP:Iteration 43Q (28404.710000 sec): 3 clusters
  Score: Raw -162673.115567 + Penalty 2485.840431 = -160187.275136
  nChanged 0
		SP:Iteration 44F (28404.870000 sec): 3 clusters
  Score: Raw -162673.115567 + Penalty 2485.840431 = -160187.275136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28404.940000 sec): 2 clusters
  Score: Raw -149144.020894 + Penalty 1230.865754 = -147913.155141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28405.100000 sec): 3 clusters
  Score: Raw -148357.080344 + Penalty 2461.731507 = -145895.348837
  nChanged 682
		SP:Iteration 1F (28405.260000 sec): 3 clusters
  Score: Raw -148851.552173 + Penalty 2461.731507 = -146389.820666
  nChanged 160
		SP:Iteration 2F (28405.420000 sec): 3 clusters
  Score: Raw -148957.588873 + Penalty 2461.731507 = -146495.857366
  nChanged 82
		SP:Iteration 3Q (28405.580000 sec): 3 clusters
  Score: Raw -149012.861457 + Penalty 2461.731507 = -146551.129949
  nChanged 66
		SP:Iteration 4Q (28405.740000 sec): 3 clusters
  Score: Raw -149056.075041 + Penalty 2461.731507 = -146594.343534
  nChanged 42
		SP:Iteration 5Q (28405.890000 sec): 3 clusters
  Score: Raw -149083.945384 + Penalty 2461.731507 = -146622.213877
  nChanged 38
		SP:Iteration 6Q (28406.050000 sec): 3 clusters
  Score: Raw -149114.063601 + Penalty 2461.731507 = -146652.332094
  nChanged 37
		SP:Iteration 7Q (28406.220000 sec): 3 clusters
  Score: Raw -149141.970850 + Penalty 2461.731507 = -146680.239342
  nChanged 35
		SP:Iteration 8Q (28406.400000 sec): 3 clusters
  Score: Raw -149168.649852 + Penalty 2461.731507 = -146706.918344
  nChanged 36
		SP:Iteration 9Q (28406.560000 sec): 3 clusters
  Score: Raw -149190.609524 + Penalty 2461.731507 = -146728.878016
  nChanged 25
		SP:Iteration 10Q (28406.720000 sec): 3 clusters
  Score: Raw -149205.569135 + Penalty 2461.731507 = -146743.837628
  nChanged 23
		SP:Iteration 11Q (28406.880000 sec): 3 clusters
  Score: Raw -149222.429049 + Penalty 2461.731507 = -146760.697542
  nChanged 20
		SP:Iteration 12Q (28407.030000 sec): 3 clusters
  Score: Raw -149237.753797 + Penalty 2461.731507 = -146776.022289
  nChanged 20
		SP:Iteration 13Q (28407.190000 sec): 3 clusters
  Score: Raw -149246.935504 + Penalty 2461.731507 = -146785.203997
  nChanged 8
		SP:Iteration 14Q (28407.350000 sec): 3 clusters
  Score: Raw -149250.377958 + Penalty 2461.731507 = -146788.646450
  nChanged 6
		SP:Iteration 15Q (28407.510000 sec): 3 clusters
  Score: Raw -149253.313874 + Penalty 2461.731507 = -146791.582367
  nChanged 6
		SP:Iteration 16Q (28407.660000 sec): 3 clusters
  Score: Raw -149256.266490 + Penalty 2461.731507 = -146794.534982
  nChanged 5
		SP:Iteration 17Q (28407.820000 sec): 3 clusters
  Score: Raw -149258.646216 + Penalty 2461.731507 = -146796.914708
  nChanged 8
		SP:Iteration 18Q (28407.980000 sec): 3 clusters
  Score: Raw -149262.299727 + Penalty 2461.731507 = -146800.568220
  nChanged 6
		SP:Iteration 19Q (28408.130000 sec): 3 clusters
  Score: Raw -149266.506732 + Penalty 2461.731507 = -146804.775224
  nChanged 7
		SP:Iteration 20F (28408.290000 sec): 3 clusters
  Score: Raw -149269.555750 + Penalty 2461.731507 = -146807.824242
  nChanged 8
		SP:Iteration 21Q (28408.450000 sec): 3 clusters
  Score: Raw -149274.649020 + Penalty 2461.731507 = -146812.917512
  nChanged 7
		SP:Iteration 22Q (28408.610000 sec): 3 clusters
  Score: Raw -149277.602746 + Penalty 2461.731507 = -146815.871238
  nChanged 3
		SP:Iteration 23Q (28408.770000 sec): 3 clusters
  Score: Raw -149278.683319 + Penalty 2461.731507 = -146816.951811
  nChanged 1
		SP:Iteration 24Q (28408.920000 sec): 3 clusters
  Score: Raw -149279.164575 + Penalty 2461.731507 = -146817.433068
  nChanged 2
		SP:Iteration 25Q (28409.080000 sec): 3 clusters
  Score: Raw -149280.282861 + Penalty 2461.731507 = -146818.551354
  nChanged 0
		SP:Iteration 26F (28409.240000 sec): 3 clusters
  Score: Raw -149280.282861 + Penalty 2461.731507 = -146818.551354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28409.310000 sec): 2 clusters
  Score: Raw -168223.236250 + Penalty 1244.538678 = -166978.697572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28409.470000 sec): 3 clusters
  Score: Raw -167314.457373 + Penalty 2489.077356 = -164825.380016
  nChanged 754
		SP:Iteration 1F (28409.630000 sec): 3 clusters
  Score: Raw -167856.094040 + Penalty 2489.077356 = -165367.016683
  nChanged 196
		SP:Iteration 2F (28409.790000 sec): 3 clusters
  Score: Raw -168074.391681 + Penalty 2489.077356 = -165585.314324
  nChanged 191
		SP:Iteration 3F (28409.950000 sec): 3 clusters
  Score: Raw -168309.910695 + Penalty 2489.077356 = -165820.833339
  nChanged 152
		SP:Iteration 4F (28410.100000 sec): 3 clusters
  Score: Raw -168463.321334 + Penalty 2489.077356 = -165974.243977
  nChanged 101
		SP:Iteration 5Q (28410.260000 sec): 3 clusters
  Score: Raw -168577.497259 + Penalty 2489.077356 = -166088.419902
  nChanged 64
		SP:Iteration 6Q (28410.420000 sec): 3 clusters
  Score: Raw -168634.339323 + Penalty 2489.077356 = -166145.261966
  nChanged 38
		SP:Iteration 7Q (28410.580000 sec): 3 clusters
  Score: Raw -168673.063078 + Penalty 2489.077356 = -166183.985722
  nChanged 36
		SP:Iteration 8Q (28410.730000 sec): 3 clusters
  Score: Raw -168701.362046 + Penalty 2489.077356 = -166212.284690
  nChanged 24
		SP:Iteration 9Q (28410.890000 sec): 3 clusters
  Score: Raw -168720.191261 + Penalty 2489.077356 = -166231.113905
  nChanged 23
		SP:Iteration 10Q (28411.050000 sec): 3 clusters
  Score: Raw -168743.170267 + Penalty 2489.077356 = -166254.092910
  nChanged 32
		SP:Iteration 11Q (28411.270000 sec): 3 clusters
  Score: Raw -168778.309445 + Penalty 2489.077356 = -166289.232089
  nChanged 30
		SP:Iteration 12Q (28411.450000 sec): 3 clusters
  Score: Raw -168818.882339 + Penalty 2489.077356 = -166329.804982
  nChanged 34
		SP:Iteration 13Q (28411.650000 sec): 3 clusters
  Score: Raw -168856.606888 + Penalty 2489.077356 = -166367.529531
  nChanged 25
		SP:Iteration 14Q (28411.810000 sec): 3 clusters
  Score: Raw -168878.347964 + Penalty 2489.077356 = -166389.270607
  nChanged 15
		SP:Iteration 15Q (28412.020000 sec): 3 clusters
  Score: Raw -168886.939433 + Penalty 2489.077356 = -166397.862076
  nChanged 6
		SP:Iteration 16Q (28412.210000 sec): 3 clusters
  Score: Raw -168891.304855 + Penalty 2489.077356 = -166402.227498
  nChanged 8
		SP:Iteration 17Q (28412.400000 sec): 3 clusters
  Score: Raw -168895.329539 + Penalty 2489.077356 = -166406.252183
  nChanged 9
		SP:Iteration 18Q (28412.540000 sec): 3 clusters
  Score: Raw -168899.025132 + Penalty 2489.077356 = -166409.947776
  nChanged 0
		SP:Iteration 19F (28412.700000 sec): 3 clusters
  Score: Raw -168899.025132 + Penalty 2489.077356 = -166409.947776
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (99229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28413.230000 sec): 2 clusters
  Score: Raw -8470400.839033 + Penalty 1869.592658 = -8468531.246375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28413.970000 sec): 3 clusters
  Score: Raw -8405722.245518 + Penalty 3739.185317 = -8401983.060201
  nChanged 47456
		SP:Iteration 1F (28414.720000 sec): 3 clusters
  Score: Raw -8434680.760159 + Penalty 3739.185317 = -8430941.574843
  nChanged 4390
		SP:Iteration 2Q (28415.450000 sec): 3 clusters
  Score: Raw -8436871.911442 + Penalty 3739.185317 = -8433132.726126
  nChanged 5218
		SP:Iteration 3F (28416.120000 sec): 3 clusters
  Score: Raw -8439988.698006 + Penalty 3739.185317 = -8436249.512690
  nChanged 5935
		SP:Iteration 4F (28416.840000 sec): 3 clusters
  Score: Raw -8443585.729472 + Penalty 3739.185317 = -8439846.544156
  nChanged 6315
		SP:Iteration 5F (28417.520000 sec): 3 clusters
  Score: Raw -8447340.013210 + Penalty 3739.185317 = -8443600.827893
  nChanged 6043
		SP:Iteration 6F (28418.170000 sec): 3 clusters
  Score: Raw -8450874.298037 + Penalty 3739.185317 = -8447135.112720
  nChanged 5556
		SP:Iteration 7F (28418.850000 sec): 3 clusters
  Score: Raw -8454181.784675 + Penalty 3739.185317 = -8450442.599358
  nChanged 4894
		SP:Iteration 8Q (28419.650000 sec): 3 clusters
  Score: Raw -8456941.080550 + Penalty 3739.185317 = -8453201.895233
  nChanged 3975
		SP:Iteration 9Q (28420.460000 sec): 3 clusters
  Score: Raw -8458809.693799 + Penalty 3739.185317 = -8455070.508483
  nChanged 2912
		SP:Iteration 10Q (28421.280000 sec): 3 clusters
  Score: Raw -8459825.586866 + Penalty 3739.185317 = -8456086.401549
  nChanged 2054
		SP:Iteration 11Q (28422.080000 sec): 3 clusters
  Score: Raw -8460410.460408 + Penalty 3739.185317 = -8456671.275091
  nChanged 1614
		SP:Iteration 12Q (28422.870000 sec): 3 clusters
  Score: Raw -8460852.792510 + Penalty 3739.185317 = -8457113.607194
  nChanged 1444
		SP:Iteration 13Q (28423.610000 sec): 3 clusters
  Score: Raw -8461224.013296 + Penalty 3739.185317 = -8457484.827979
  nChanged 1302
		SP:Iteration 14Q (28424.350000 sec): 3 clusters
  Score: Raw -8461561.696293 + Penalty 3739.185317 = -8457822.510976
  nChanged 1253
		SP:Iteration 15Q (28425.160000 sec): 3 clusters
  Score: Raw -8461876.913918 + Penalty 3739.185317 = -8458137.728601
  nChanged 1230
		SP:Iteration 16Q (28425.950000 sec): 3 clusters
  Score: Raw -8462195.685679 + Penalty 3739.185317 = -8458456.500362
  nChanged 1191
		SP:Iteration 17Q (28426.760000 sec): 3 clusters
  Score: Raw -8462508.378866 + Penalty 3739.185317 = -8458769.193549
  nChanged 1194
		SP:Iteration 18Q (28427.530000 sec): 3 clusters
  Score: Raw -8462861.954320 + Penalty 3739.185317 = -8459122.769004
  nChanged 1255
		SP:Iteration 19Q (28428.270000 sec): 3 clusters
  Score: Raw -8463249.890627 + Penalty 3739.185317 = -8459510.705311
  nChanged 1326
		SP:Iteration 20F (28429.020000 sec): 3 clusters
  Score: Raw -8463644.890004 + Penalty 3739.185317 = -8459905.704687
  nChanged 1337
		SP:Iteration 21Q (28429.730000 sec): 3 clusters
  Score: Raw -8464094.503383 + Penalty 3739.185317 = -8460355.318067
  nChanged 1447
		SP:Iteration 22Q (28430.500000 sec): 3 clusters
  Score: Raw -8464643.784447 + Penalty 3739.185317 = -8460904.599130
  nChanged 1497
		SP:Iteration 23Q (28431.300000 sec): 3 clusters
  Score: Raw -8465259.112309 + Penalty 3739.185317 = -8461519.926992
  nChanged 1528
		SP:Iteration 24Q (28432.120000 sec): 3 clusters
  Score: Raw -8465912.752267 + Penalty 3739.185317 = -8462173.566950
  nChanged 1584
		SP:Iteration 25Q (28432.970000 sec): 3 clusters
  Score: Raw -8466649.596981 + Penalty 3739.185317 = -8462910.411665
  nChanged 1613
		SP:Iteration 26Q (28433.890000 sec): 3 clusters
  Score: Raw -8467445.066633 + Penalty 3739.185317 = -8463705.881316
  nChanged 1615
		SP:Iteration 27Q (28434.790000 sec): 3 clusters
  Score: Raw -8468266.505669 + Penalty 3739.185317 = -8464527.320353
  nChanged 1571
		SP:Iteration 28Q (28435.690000 sec): 3 clusters
  Score: Raw -8469052.490207 + Penalty 3739.185317 = -8465313.304891
  nChanged 1411
		SP:Iteration 29Q (28436.600000 sec): 3 clusters
  Score: Raw -8469729.647310 + Penalty 3739.185317 = -8465990.461994
  nChanged 1308
		SP:Iteration 30Q (28437.460000 sec): 3 clusters
  Score: Raw -8470292.949899 + Penalty 3739.185317 = -8466553.764582
  nChanged 1195
		SP:Iteration 31Q (28438.260000 sec): 3 clusters
  Score: Raw -8470761.988368 + Penalty 3739.185317 = -8467022.803051
  nChanged 1109
		SP:Iteration 32Q (28439.090000 sec): 3 clusters
  Score: Raw -8471135.289614 + Penalty 3739.185317 = -8467396.104297
  nChanged 955
		SP:Iteration 33Q (28439.900000 sec): 3 clusters
  Score: Raw -8471415.963267 + Penalty 3739.185317 = -8467676.777950
  nChanged 891
		SP:Iteration 34Q (28440.580000 sec): 3 clusters
  Score: Raw -8471655.492623 + Penalty 3739.185317 = -8467916.307306
  nChanged 840
		SP:Iteration 35Q (28441.300000 sec): 3 clusters
  Score: Raw -8471874.888443 + Penalty 3739.185317 = -8468135.703126
  nChanged 822
		SP:Iteration 36Q (28442.000000 sec): 3 clusters
  Score: Raw -8472115.208891 + Penalty 3739.185317 = -8468376.023575
  nChanged 791
		SP:Iteration 37Q (28442.640000 sec): 3 clusters
  Score: Raw -8472349.363225 + Penalty 3739.185317 = -8468610.177908
  nChanged 731
		SP:Iteration 38Q (28443.240000 sec): 3 clusters
  Score: Raw -8472576.582493 + Penalty 3739.185317 = -8468837.397176
  nChanged 710
		SP:Iteration 39Q (28443.870000 sec): 3 clusters
  Score: Raw -8472811.177125 + Penalty 3739.185317 = -8469071.991808
  nChanged 720
		SP:Iteration 40F (28444.590000 sec): 3 clusters
  Score: Raw -8473075.285608 + Penalty 3739.185317 = -8469336.100292
  nChanged 710
		SP:Iteration 41Q (28445.330000 sec): 3 clusters
  Score: Raw -8473327.815334 + Penalty 3739.185317 = -8469588.630018
  nChanged 697
		SP:Iteration 42Q (28446.020000 sec): 3 clusters
  Score: Raw -8473606.486690 + Penalty 3739.185317 = -8469867.301373
  nChanged 659
		SP:Iteration 43Q (28446.780000 sec): 3 clusters
  Score: Raw -8473887.303645 + Penalty 3739.185317 = -8470148.118329
  nChanged 606
		SP:Iteration 44Q (28447.500000 sec): 3 clusters
  Score: Raw -8474166.695152 + Penalty 3739.185317 = -8470427.509835
  nChanged 520
		SP:Iteration 45Q (28448.220000 sec): 3 clusters
  Score: Raw -8474379.710628 + Penalty 3739.185317 = -8470640.525311
  nChanged 457
		SP:Iteration 46Q (28448.980000 sec): 3 clusters
  Score: Raw -8474550.468856 + Penalty 3739.185317 = -8470811.283539
  nChanged 386
		SP:Iteration 47Q (28449.740000 sec): 3 clusters
  Score: Raw -8474671.638592 + Penalty 3739.185317 = -8470932.453276
  nChanged 307
		SP:Iteration 48Q (28450.440000 sec): 3 clusters
  Score: Raw -8474757.161672 + Penalty 3739.185317 = -8471017.976355
  nChanged 258
		SP:Iteration 49Q (28451.170000 sec): 3 clusters
  Score: Raw -8474824.493992 + Penalty 3739.185317 = -8471085.308675
  nChanged 225
		SP:Iteration 50Q (28451.850000 sec): 3 clusters
  Score: Raw -8474873.152139 + Penalty 3739.185317 = -8471133.966823
  nChanged 196
		SP:Iteration 51Q (28452.560000 sec): 3 clusters
  Score: Raw -8474907.013962 + Penalty 3739.185317 = -8471167.828645
  nChanged 142
		SP:Iteration 52Q (28453.370000 sec): 3 clusters
  Score: Raw -8474928.546534 + Penalty 3739.185317 = -8471189.361217
  nChanged 116
		SP:Iteration 53Q (28454.130000 sec): 3 clusters
  Score: Raw -8474944.013473 + Penalty 3739.185317 = -8471204.828157
  nChanged 94
		SP:Iteration 54Q (28454.870000 sec): 3 clusters
  Score: Raw -8474955.262736 + Penalty 3739.185317 = -8471216.077419
  nChanged 78
		SP:Iteration 55Q (28455.600000 sec): 3 clusters
  Score: Raw -8474962.923881 + Penalty 3739.185317 = -8471223.738564
  nChanged 62
		SP:Iteration 56Q (28456.320000 sec): 3 clusters
  Score: Raw -8474969.199957 + Penalty 3739.185317 = -8471230.014640
  nChanged 63
		SP:Iteration 57Q (28457.080000 sec): 3 clusters
  Score: Raw -8474975.397210 + Penalty 3739.185317 = -8471236.211893
  nChanged 65
		SP:Iteration 58Q (28457.800000 sec): 3 clusters
  Score: Raw -8474982.601430 + Penalty 3739.185317 = -8471243.416114
  nChanged 53
		SP:Iteration 59Q (28458.490000 sec): 3 clusters
  Score: Raw -8474986.965808 + Penalty 3739.185317 = -8471247.780491
  nChanged 36
		SP:Iteration 60F (28459.270000 sec): 3 clusters
  Score: Raw -8474989.123303 + Penalty 3739.185317 = -8471249.937987
  nChanged 32
		SP:Iteration 61Q (28459.980000 sec): 3 clusters
  Score: Raw -8474991.238864 + Penalty 3739.185317 = -8471252.053548
  nChanged 29
		SP:Iteration 62Q (28460.650000 sec): 3 clusters
  Score: Raw -8474993.228543 + Penalty 3739.185317 = -8471254.043227
  nChanged 32
		SP:Iteration 63Q (28461.460000 sec): 3 clusters
  Score: Raw -8474995.169386 + Penalty 3739.185317 = -8471255.984069
  nChanged 26
		SP:Iteration 64Q (28462.260000 sec): 3 clusters
  Score: Raw -8474996.740235 + Penalty 3739.185317 = -8471257.554918
  nChanged 28
		SP:Iteration 65Q (28463.130000 sec): 3 clusters
  Score: Raw -8474998.187203 + Penalty 3739.185317 = -8471259.001886
  nChanged 23
		SP:Iteration 66Q (28464.040000 sec): 3 clusters
  Score: Raw -8474999.467479 + Penalty 3739.185317 = -8471260.282162
  nChanged 16
		SP:Iteration 67Q (28464.880000 sec): 3 clusters
  Score: Raw -8475000.135727 + Penalty 3739.185317 = -8471260.950410
  nChanged 9
		SP:Iteration 68Q (28465.730000 sec): 3 clusters
  Score: Raw -8475000.492028 + Penalty 3739.185317 = -8471261.306711
  nChanged 6
		SP:Iteration 69Q (28466.370000 sec): 3 clusters
  Score: Raw -8475000.724622 + Penalty 3739.185317 = -8471261.539305
  nChanged 7
		SP:Iteration 70Q (28466.980000 sec): 3 clusters
  Score: Raw -8475000.898473 + Penalty 3739.185317 = -8471261.713156
  nChanged 2
		SP:Iteration 71Q (28467.600000 sec): 3 clusters
  Score: Raw -8475000.965418 + Penalty 3739.185317 = -8471261.780101
  nChanged 2
		SP:Iteration 72Q (28468.220000 sec): 3 clusters
  Score: Raw -8475001.111604 + Penalty 3739.185317 = -8471261.926287
  nChanged 5
		SP:Iteration 73Q (28468.870000 sec): 3 clusters
  Score: Raw -8475001.286500 + Penalty 3739.185317 = -8471262.101183
  nChanged 2
		SP:Iteration 74Q (28469.580000 sec): 3 clusters
  Score: Raw -8475001.401661 + Penalty 3739.185317 = -8471262.216345
  nChanged 5
		SP:Iteration 75Q (28470.300000 sec): 3 clusters
  Score: Raw -8475001.525710 + Penalty 3739.185317 = -8471262.340393
  nChanged 5
		SP:Iteration 76Q (28471.010000 sec): 3 clusters
  Score: Raw -8475001.708943 + Penalty 3739.185317 = -8471262.523626
  nChanged 2
		SP:Iteration 77Q (28471.740000 sec): 3 clusters
  Score: Raw -8475001.781965 + Penalty 3739.185317 = -8471262.596648
  nChanged 2
		SP:Iteration 78Q (28472.460000 sec): 3 clusters
  Score: Raw -8475001.821176 + Penalty 3739.185317 = -8471262.635859
  nChanged 0
		SP:Iteration 79F (28473.180000 sec): 3 clusters
  Score: Raw -8475001.821176 + Penalty 3739.185317 = -8471262.635859
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28473.350000 sec): 2 clusters
  Score: Raw -124702.816767 + Penalty 1201.605130 = -123501.211637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28473.580000 sec): 3 clusters
  Score: Raw -124022.348647 + Penalty 2403.210260 = -121619.138387
  nChanged 559
		SP:Iteration 1F (28473.780000 sec): 3 clusters
  Score: Raw -124385.564794 + Penalty 2403.210260 = -121982.354534
  nChanged 126
		SP:Iteration 2F (28473.920000 sec): 3 clusters
  Score: Raw -124483.946878 + Penalty 2403.210260 = -122080.736618
  nChanged 76
		SP:Iteration 3Q (28474.100000 sec): 3 clusters
  Score: Raw -124551.450349 + Penalty 2403.210260 = -122148.240089
  nChanged 50
		SP:Iteration 4Q (28474.270000 sec): 3 clusters
  Score: Raw -124582.979586 + Penalty 2403.210260 = -122179.769326
  nChanged 26
		SP:Iteration 5Q (28474.440000 sec): 3 clusters
  Score: Raw -124600.831535 + Penalty 2403.210260 = -122197.621275
  nChanged 23
		SP:Iteration 6Q (28474.570000 sec): 3 clusters
  Score: Raw -124618.138186 + Penalty 2403.210260 = -122214.927926
  nChanged 27
		SP:Iteration 7Q (28474.770000 sec): 3 clusters
  Score: Raw -124631.511937 + Penalty 2403.210260 = -122228.301678
  nChanged 16
		SP:Iteration 8Q (28474.950000 sec): 3 clusters
  Score: Raw -124637.309253 + Penalty 2403.210260 = -122234.098993
  nChanged 16
		SP:Iteration 9Q (28475.120000 sec): 3 clusters
  Score: Raw -124646.689160 + Penalty 2403.210260 = -122243.478900
  nChanged 11
		SP:Iteration 10Q (28475.300000 sec): 3 clusters
  Score: Raw -124653.153436 + Penalty 2403.210260 = -122249.943177
  nChanged 7
		SP:Iteration 11Q (28475.460000 sec): 3 clusters
  Score: Raw -124657.433860 + Penalty 2403.210260 = -122254.223600
  nChanged 1
		SP:Iteration 12Q (28475.640000 sec): 3 clusters
  Score: Raw -124657.893105 + Penalty 2403.210260 = -122254.682845
  nChanged 2
		SP:Iteration 13Q (28475.840000 sec): 3 clusters
  Score: Raw -124658.326924 + Penalty 2403.210260 = -122255.116664
  nChanged 2
		SP:Iteration 14Q (28476.010000 sec): 3 clusters
  Score: Raw -124658.711579 + Penalty 2403.210260 = -122255.501319
  nChanged 2
		SP:Iteration 15Q (28476.160000 sec): 3 clusters
  Score: Raw -124659.990492 + Penalty 2403.210260 = -122256.780232
  nChanged 1
		SP:Iteration 16Q (28476.380000 sec): 3 clusters
  Score: Raw -124660.258034 + Penalty 2403.210260 = -122257.047774
  nChanged 1
		SP:Iteration 17Q (28476.580000 sec): 3 clusters
  Score: Raw -124660.458095 + Penalty 2403.210260 = -122257.247835
  nChanged 1
		SP:Iteration 18Q (28476.750000 sec): 3 clusters
  Score: Raw -124660.682096 + Penalty 2403.210260 = -122257.471837
  nChanged 0
		SP:Iteration 19F (28476.870000 sec): 3 clusters
  Score: Raw -124660.682096 + Penalty 2403.210260 = -122257.471837
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28476.970000 sec): 2 clusters
  Score: Raw -204442.724056 + Penalty 1301.413455 = -203141.310602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28477.170000 sec): 3 clusters
  Score: Raw -203100.251567 + Penalty 2602.826909 = -200497.424657
  nChanged 1125
		SP:Iteration 1F (28477.310000 sec): 3 clusters
  Score: Raw -204044.294043 + Penalty 2602.826909 = -201441.467133
  nChanged 335
		SP:Iteration 2F (28477.480000 sec): 3 clusters
  Score: Raw -204448.276252 + Penalty 2602.826909 = -201845.449342
  nChanged 257
		SP:Iteration 3F (28477.610000 sec): 3 clusters
  Score: Raw -204693.577755 + Penalty 2602.826909 = -202090.750845
  nChanged 153
		SP:Iteration 4F (28477.750000 sec): 3 clusters
  Score: Raw -204805.953140 + Penalty 2602.826909 = -202203.126231
  nChanged 102
		SP:Iteration 5Q (28477.870000 sec): 3 clusters
  Score: Raw -204881.543647 + Penalty 2602.826909 = -202278.716738
  nChanged 75
		SP:Iteration 6Q (28478.010000 sec): 3 clusters
  Score: Raw -204939.957519 + Penalty 2602.826909 = -202337.130610
  nChanged 54
		SP:Iteration 7Q (28478.170000 sec): 3 clusters
  Score: Raw -204982.852045 + Penalty 2602.826909 = -202380.025135
  nChanged 63
		SP:Iteration 8Q (28478.350000 sec): 3 clusters
  Score: Raw -205026.677881 + Penalty 2602.826909 = -202423.850972
  nChanged 58
		SP:Iteration 9Q (28478.530000 sec): 3 clusters
  Score: Raw -205064.967490 + Penalty 2602.826909 = -202462.140581
  nChanged 53
		SP:Iteration 10Q (28478.700000 sec): 3 clusters
  Score: Raw -205120.145843 + Penalty 2602.826909 = -202517.318934
  nChanged 62
		SP:Iteration 11Q (28478.890000 sec): 3 clusters
  Score: Raw -205186.438323 + Penalty 2602.826909 = -202583.611414
  nChanged 60
		SP:Iteration 12Q (28479.050000 sec): 3 clusters
  Score: Raw -205234.772186 + Penalty 2602.826909 = -202631.945277
  nChanged 46
		SP:Iteration 13Q (28479.220000 sec): 3 clusters
  Score: Raw -205264.059042 + Penalty 2602.826909 = -202661.232133
  nChanged 30
		SP:Iteration 14Q (28479.420000 sec): 3 clusters
  Score: Raw -205279.048132 + Penalty 2602.826909 = -202676.221222
  nChanged 21
		SP:Iteration 15Q (28479.590000 sec): 3 clusters
  Score: Raw -205286.611030 + Penalty 2602.826909 = -202683.784121
  nChanged 9
		SP:Iteration 16Q (28479.780000 sec): 3 clusters
  Score: Raw -205289.453064 + Penalty 2602.826909 = -202686.626155
  nChanged 11
		SP:Iteration 17Q (28479.970000 sec): 3 clusters
  Score: Raw -205294.197534 + Penalty 2602.826909 = -202691.370624
  nChanged 10
		SP:Iteration 18Q (28480.180000 sec): 3 clusters
  Score: Raw -205298.720725 + Penalty 2602.826909 = -202695.893815
  nChanged 13
		SP:Iteration 19Q (28480.370000 sec): 3 clusters
  Score: Raw -205303.808631 + Penalty 2602.826909 = -202700.981721
  nChanged 16
		SP:Iteration 20F (28480.550000 sec): 3 clusters
  Score: Raw -205309.420100 + Penalty 2602.826909 = -202706.593190
  nChanged 10
		SP:Iteration 21Q (28480.720000 sec): 3 clusters
  Score: Raw -205313.646424 + Penalty 2602.826909 = -202710.819515
  nChanged 8
		SP:Iteration 22Q (28480.900000 sec): 3 clusters
  Score: Raw -205315.504712 + Penalty 2602.826909 = -202712.677802
  nChanged 6
		SP:Iteration 23Q (28481.020000 sec): 3 clusters
  Score: Raw -205317.890780 + Penalty 2602.826909 = -202715.063870
  nChanged 6
		SP:Iteration 24Q (28481.230000 sec): 3 clusters
  Score: Raw -205319.414900 + Penalty 2602.826909 = -202716.587991
  nChanged 6
		SP:Iteration 25Q (28481.460000 sec): 3 clusters
  Score: Raw -205321.583705 + Penalty 2602.826909 = -202718.756795
  nChanged 4
		SP:Iteration 26Q (28481.640000 sec): 3 clusters
  Score: Raw -205322.553541 + Penalty 2602.826909 = -202719.726632
  nChanged 2
		SP:Iteration 27Q (28481.830000 sec): 3 clusters
  Score: Raw -205322.997056 + Penalty 2602.826909 = -202720.170147
  nChanged 0
		SP:Iteration 28F (28481.970000 sec): 3 clusters
  Score: Raw -205322.997056 + Penalty 2602.826909 = -202720.170147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28482.050000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28482.230000 sec): 3 clusters
  Score: Raw -11625.219104 + Penalty 1624.093989 = -10001.125115
  nChanged 17
		SP:Iteration 1F (28482.510000 sec): 3 clusters
  Score: Raw -11681.633506 + Penalty 1624.093989 = -10057.539517
  nChanged 5
		SP:Iteration 2Q (28482.700000 sec): 3 clusters
  Score: Raw -11693.691154 + Penalty 1624.093989 = -10069.597165
  nChanged 1
		SP:Iteration 3Q (28482.890000 sec): 3 clusters
  Score: Raw -11696.157693 + Penalty 1624.093989 = -10072.063704
  nChanged 1
		SP:Iteration 4Q (28483.070000 sec): 3 clusters
  Score: Raw -11698.562384 + Penalty 1624.093989 = -10074.468395
  nChanged 0
		SP:Iteration 5F (28483.220000 sec): 3 clusters
  Score: Raw -11698.562384 + Penalty 1624.093989 = -10074.468395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28483.330000 sec): 2 clusters
  Score: Raw -94301.206147 + Penalty 1149.681520 = -93151.524627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28483.450000 sec): 3 clusters
  Score: Raw -93870.265929 + Penalty 2299.363039 = -91570.902889
  nChanged 376
		SP:Iteration 1F (28483.610000 sec): 3 clusters
  Score: Raw -94151.570071 + Penalty 2299.363039 = -91852.207032
  nChanged 92
		SP:Iteration 2F (28483.760000 sec): 3 clusters
  Score: Raw -94245.083659 + Penalty 2299.363039 = -91945.720619
  nChanged 57
		SP:Iteration 3Q (28483.930000 sec): 3 clusters
  Score: Raw -94304.882254 + Penalty 2299.363039 = -92005.519215
  nChanged 40
		SP:Iteration 4Q (28484.040000 sec): 3 clusters
  Score: Raw -94341.843896 + Penalty 2299.363039 = -92042.480857
  nChanged 26
		SP:Iteration 5Q (28484.240000 sec): 3 clusters
  Score: Raw -94365.176694 + Penalty 2299.363039 = -92065.813655
  nChanged 23
		SP:Iteration 6Q (28484.430000 sec): 3 clusters
  Score: Raw -94386.016291 + Penalty 2299.363039 = -92086.653252
  nChanged 13
		SP:Iteration 7Q (28484.560000 sec): 3 clusters
  Score: Raw -94393.898131 + Penalty 2299.363039 = -92094.535091
  nChanged 11
		SP:Iteration 8Q (28484.710000 sec): 3 clusters
  Score: Raw -94401.307862 + Penalty 2299.363039 = -92101.944823
  nChanged 2
		SP:Iteration 9Q (28484.840000 sec): 3 clusters
  Score: Raw -94403.372084 + Penalty 2299.363039 = -92104.009045
  nChanged 3
		SP:Iteration 10Q (28485.040000 sec): 3 clusters
  Score: Raw -94406.998123 + Penalty 2299.363039 = -92107.635084
  nChanged 2
		SP:Iteration 11Q (28485.240000 sec): 3 clusters
  Score: Raw -94407.586604 + Penalty 2299.363039 = -92108.223564
  nChanged 1
		SP:Iteration 12Q (28485.460000 sec): 3 clusters
  Score: Raw -94408.631678 + Penalty 2299.363039 = -92109.268638
  nChanged 3
		SP:Iteration 13Q (28485.650000 sec): 3 clusters
  Score: Raw -94410.466890 + Penalty 2299.363039 = -92111.103851
  nChanged 2
		SP:Iteration 14Q (28485.870000 sec): 3 clusters
  Score: Raw -94412.139436 + Penalty 2299.363039 = -92112.776396
  nChanged 0
		SP:Iteration 15F (28486.000000 sec): 3 clusters
  Score: Raw -94412.139436 + Penalty 2299.363039 = -92112.776396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28486.070000 sec): 2 clusters
  Score: Raw -147451.175018 + Penalty 1238.364577 = -146212.810441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28486.240000 sec): 3 clusters
  Score: Raw -146591.736525 + Penalty 2476.729153 = -144115.007371
  nChanged 713
		SP:Iteration 1F (28486.410000 sec): 3 clusters
  Score: Raw -147096.186948 + Penalty 2476.729153 = -144619.457794
  nChanged 163
		SP:Iteration 2F (28486.580000 sec): 3 clusters
  Score: Raw -147209.339724 + Penalty 2476.729153 = -144732.610571
  nChanged 102
		SP:Iteration 3Q (28486.750000 sec): 3 clusters
  Score: Raw -147282.995301 + Penalty 2476.729153 = -144806.266147
  nChanged 71
		SP:Iteration 4Q (28486.910000 sec): 3 clusters
  Score: Raw -147338.122598 + Penalty 2476.729153 = -144861.393445
  nChanged 70
		SP:Iteration 5Q (28487.080000 sec): 3 clusters
  Score: Raw -147392.536799 + Penalty 2476.729153 = -144915.807646
  nChanged 58
		SP:Iteration 6Q (28487.270000 sec): 3 clusters
  Score: Raw -147436.512272 + Penalty 2476.729153 = -144959.783118
  nChanged 40
		SP:Iteration 7Q (28487.370000 sec): 3 clusters
  Score: Raw -147459.812831 + Penalty 2476.729153 = -144983.083678
  nChanged 36
		SP:Iteration 8Q (28487.550000 sec): 3 clusters
  Score: Raw -147484.167669 + Penalty 2476.729153 = -145007.438515
  nChanged 31
		SP:Iteration 9Q (28487.730000 sec): 3 clusters
  Score: Raw -147505.416359 + Penalty 2476.729153 = -145028.687205
  nChanged 23
		SP:Iteration 10Q (28487.840000 sec): 3 clusters
  Score: Raw -147517.332056 + Penalty 2476.729153 = -145040.602902
  nChanged 18
		SP:Iteration 11Q (28488.010000 sec): 3 clusters
  Score: Raw -147528.481876 + Penalty 2476.729153 = -145051.752722
  nChanged 19
		SP:Iteration 12Q (28488.210000 sec): 3 clusters
  Score: Raw -147545.117623 + Penalty 2476.729153 = -145068.388469
  nChanged 22
		SP:Iteration 13Q (28488.390000 sec): 3 clusters
  Score: Raw -147557.022561 + Penalty 2476.729153 = -145080.293408
  nChanged 16
		SP:Iteration 14Q (28488.580000 sec): 3 clusters
  Score: Raw -147566.606304 + Penalty 2476.729153 = -145089.877151
  nChanged 14
		SP:Iteration 15Q (28488.790000 sec): 3 clusters
  Score: Raw -147576.550114 + Penalty 2476.729153 = -145099.820961
  nChanged 20
		SP:Iteration 16Q (28489.050000 sec): 3 clusters
  Score: Raw -147592.699826 + Penalty 2476.729153 = -145115.970672
  nChanged 19
		SP:Iteration 17Q (28489.250000 sec): 3 clusters
  Score: Raw -147608.504115 + Penalty 2476.729153 = -145131.774962
  nChanged 17
		SP:Iteration 18Q (28489.410000 sec): 3 clusters
  Score: Raw -147621.779419 + Penalty 2476.729153 = -145145.050266
  nChanged 18
		SP:Iteration 19Q (28489.540000 sec): 3 clusters
  Score: Raw -147633.351459 + Penalty 2476.729153 = -145156.622306
  nChanged 12
		SP:Iteration 20F (28489.710000 sec): 3 clusters
  Score: Raw -147642.731069 + Penalty 2476.729153 = -145166.001916
  nChanged 12
		SP:Iteration 21Q (28489.900000 sec): 3 clusters
  Score: Raw -147650.747736 + Penalty 2476.729153 = -145174.018582
  nChanged 11
		SP:Iteration 22Q (28490.150000 sec): 3 clusters
  Score: Raw -147658.333504 + Penalty 2476.729153 = -145181.604351
  nChanged 13
		SP:Iteration 23Q (28490.350000 sec): 3 clusters
  Score: Raw -147664.931151 + Penalty 2476.729153 = -145188.201998
  nChanged 5
		SP:Iteration 24Q (28490.480000 sec): 3 clusters
  Score: Raw -147667.097233 + Penalty 2476.729153 = -145190.368080
  nChanged 4
		SP:Iteration 25Q (28490.610000 sec): 3 clusters
  Score: Raw -147669.425868 + Penalty 2476.729153 = -145192.696714
  nChanged 4
		SP:Iteration 26Q (28490.770000 sec): 3 clusters
  Score: Raw -147671.262980 + Penalty 2476.729153 = -145194.533826
  nChanged 2
		SP:Iteration 27Q (28490.930000 sec): 3 clusters
  Score: Raw -147672.020222 + Penalty 2476.729153 = -145195.291068
  nChanged 1
		SP:Iteration 28Q (28491.090000 sec): 3 clusters
  Score: Raw -147672.648042 + Penalty 2476.729153 = -145195.918889
  nChanged 0
		SP:Iteration 29F (28491.250000 sec): 3 clusters
  Score: Raw -147672.648042 + Penalty 2476.729153 = -145195.918889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28491.330000 sec): 2 clusters
  Score: Raw -24760.321635 + Penalty 930.612759 = -23829.708876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28491.490000 sec): 3 clusters
  Score: Raw -24819.536377 + Penalty 1861.225518 = -22958.310859
  nChanged 45
		SP:Iteration 1F (28491.650000 sec): 3 clusters
  Score: Raw -24914.392486 + Penalty 1861.225518 = -23053.166968
  nChanged 9
		SP:Iteration 2Q (28491.810000 sec): 3 clusters
  Score: Raw -24943.562653 + Penalty 1861.225518 = -23082.337135
  nChanged 7
		SP:Iteration 3Q (28491.970000 sec): 3 clusters
  Score: Raw -24959.510941 + Penalty 1861.225518 = -23098.285423
  nChanged 2
		SP:Iteration 4Q (28492.130000 sec): 3 clusters
  Score: Raw -24962.439109 + Penalty 1861.225518 = -23101.213591
  nChanged 1
		SP:Iteration 5Q (28492.290000 sec): 3 clusters
  Score: Raw -24963.872933 + Penalty 1861.225518 = -23102.647415
  nChanged 0
		SP:Iteration 6F (28492.450000 sec): 3 clusters
  Score: Raw -24963.872933 + Penalty 1861.225518 = -23102.647415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28492.530000 sec): 2 clusters
  Score: Raw -30801.611242 + Penalty 998.081078 = -29803.530163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28492.690000 sec): 3 clusters
  Score: Raw -30769.488029 + Penalty 1996.162157 = -28773.325872
  nChanged 113
		SP:Iteration 1F (28492.850000 sec): 3 clusters
  Score: Raw -30995.180033 + Penalty 1996.162157 = -28999.017876
  nChanged 35
		SP:Iteration 2F (28493.010000 sec): 3 clusters
  Score: Raw -31087.569195 + Penalty 1996.162157 = -29091.407039
  nChanged 16
		SP:Iteration 3Q (28493.190000 sec): 3 clusters
  Score: Raw -31147.231238 + Penalty 1996.162157 = -29151.069081
  nChanged 15
		SP:Iteration 4Q (28493.340000 sec): 3 clusters
  Score: Raw -31177.714037 + Penalty 1996.162157 = -29181.551880
  nChanged 8
		SP:Iteration 5Q (28493.480000 sec): 3 clusters
  Score: Raw -31194.691142 + Penalty 1996.162157 = -29198.528985
  nChanged 7
		SP:Iteration 6Q (28493.630000 sec): 3 clusters
  Score: Raw -31212.516238 + Penalty 1996.162157 = -29216.354081
  nChanged 7
		SP:Iteration 7Q (28493.790000 sec): 3 clusters
  Score: Raw -31234.034246 + Penalty 1996.162157 = -29237.872089
  nChanged 4
		SP:Iteration 8Q (28493.950000 sec): 3 clusters
  Score: Raw -31243.919864 + Penalty 1996.162157 = -29247.757707
  nChanged 3
		SP:Iteration 9Q (28494.100000 sec): 3 clusters
  Score: Raw -31259.022860 + Penalty 1996.162157 = -29262.860703
  nChanged 2
		SP:Iteration 10Q (28494.260000 sec): 3 clusters
  Score: Raw -31274.633655 + Penalty 1996.162157 = -29278.471498
  nChanged 2
		SP:Iteration 11Q (28494.380000 sec): 3 clusters
  Score: Raw -31279.558078 + Penalty 1996.162157 = -29283.395921
  nChanged 1
		SP:Iteration 12Q (28494.530000 sec): 3 clusters
  Score: Raw -31285.338905 + Penalty 1996.162157 = -29289.176749
  nChanged 0
		SP:Iteration 13F (28494.690000 sec): 3 clusters
  Score: Raw -31285.338905 + Penalty 1996.162157 = -29289.176749
  nChanged 0
Iteration 139Q (28560.260000 sec): 94 clusters
  Score: Raw -34889680.143034 + Penalty 196812.463459 = -34692867.679575
  nChanged 3804
Iteration 140F (28675.990000 sec): 94 clusters
  Score: Raw -34890748.929315 + Penalty 196812.463459 = -34693936.465856
  nChanged 2312
Iteration 141Q (28751.180000 sec): 94 clusters
  Score: Raw -34891189.371363 + Penalty 196812.463459 = -34694376.907904
  nChanged 1526
Iteration 142Q (28839.120000 sec): 94 clusters
  Score: Raw -34891407.197228 + Penalty 196812.463459 = -34694594.733769
  nChanged 1215
Iteration 143Q (28924.670000 sec): 94 clusters
  Score: Raw -34891554.963702 + Penalty 196812.463459 = -34694742.500243
  nChanged 968
Iteration 144Q (28993.590000 sec): 94 clusters
  Score: Raw -34891663.035839 + Penalty 196812.463459 = -34694850.572380
  nChanged 803
Iteration 145Q (29063.850000 sec): 94 clusters
  Score: Raw -34891746.346054 + Penalty 196812.463459 = -34694933.882595
  nChanged 667
Iteration 146Q (29147.220000 sec): 94 clusters
  Score: Raw -34891805.027239 + Penalty 196812.463459 = -34694992.563780
  nChanged 580
Iteration 147Q (29220.690000 sec): 94 clusters
  Score: Raw -34891853.586747 + Penalty 196812.463459 = -34695041.123288
  nChanged 508
Iteration 148Q (29296.400000 sec): 94 clusters
  Score: Raw -34891895.634384 + Penalty 196812.463459 = -34695083.170925
  nChanged 387
Iteration 149Q (29369.300000 sec): 94 clusters
  Score: Raw -34891920.898567 + Penalty 196812.463459 = -34695108.435108
  nChanged 306
Iteration 150Q (29446.010000 sec): 94 clusters
  Score: Raw -34891941.428563 + Penalty 196812.463459 = -34695128.965104
  nChanged 272
Iteration 151Q (29519.360000 sec): 94 clusters
  Score: Raw -34891959.482096 + Penalty 196812.463459 = -34695147.018637
  nChanged 259
Iteration 152Q (29598.880000 sec): 94 clusters
  Score: Raw -34891976.221892 + Penalty 196812.463459 = -34695163.758433
  nChanged 230
Iteration 153Q (29673.780000 sec): 94 clusters
  Score: Raw -34891991.836677 + Penalty 196812.463459 = -34695179.373219
  nChanged 207
Iteration 154Q (29751.760000 sec): 94 clusters
  Score: Raw -34892004.001386 + Penalty 196812.463459 = -34695191.537927
  nChanged 185
Iteration 155Q (29825.170000 sec): 94 clusters
  Score: Raw -34892013.013493 + Penalty 196812.463459 = -34695200.550034
  nChanged 154
Iteration 156Q (29905.990000 sec): 94 clusters
  Score: Raw -34892019.468282 + Penalty 196812.463459 = -34695207.004823
  nChanged 138
Iteration 157Q (29980.530000 sec): 94 clusters
  Score: Raw -34892025.372479 + Penalty 196812.463459 = -34695212.909020
  nChanged 122
Iteration 158Q (30054.030000 sec): 94 clusters
  Score: Raw -34892030.114370 + Penalty 196812.463459 = -34695217.650911
  nChanged 128
Iteration 159Q (30129.580000 sec): 94 clusters
  Score: Raw -34892034.855681 + Penalty 196812.463459 = -34695222.392223
  nChanged 127
Iteration 160F (30232.690000 sec): 94 clusters
  Score: Raw -34892039.112069 + Penalty 196812.463459 = -34695226.648610
  nChanged 98
Iteration 161Q (30304.310000 sec): 94 clusters
  Score: Raw -34892041.994135 + Penalty 196812.463459 = -34695229.530676
  nChanged 76
Iteration 162Q (30379.920000 sec): 94 clusters
  Score: Raw -34892044.417095 + Penalty 196812.463459 = -34695231.953636
  nChanged 64
Iteration 163Q (30452.810000 sec): 94 clusters
  Score: Raw -34892046.938040 + Penalty 196812.463459 = -34695234.474582
  nChanged 62
Iteration 164Q (30529.870000 sec): 94 clusters
  Score: Raw -34892049.793771 + Penalty 196812.463459 = -34695237.330312
  nChanged 54
Iteration 165Q (30607.700000 sec): 94 clusters
  Score: Raw -34892052.366367 + Penalty 196812.463459 = -34695239.902908
  nChanged 56
Iteration 166Q (30681.800000 sec): 94 clusters
  Score: Raw -34892055.223801 + Penalty 196812.463459 = -34695242.760342
  nChanged 63
Iteration 167Q (30758.100000 sec): 94 clusters
  Score: Raw -34892058.477987 + Penalty 196812.463459 = -34695246.014528
  nChanged 68
Iteration 168Q (30832.700000 sec): 94 clusters
  Score: Raw -34892061.398406 + Penalty 196812.463459 = -34695248.934947
  nChanged 63
Iteration 169Q (30909.140000 sec): 94 clusters
  Score: Raw -34892064.273824 + Penalty 196812.463459 = -34695251.810365
  nChanged 67
Iteration 170Q (30982.800000 sec): 94 clusters
  Score: Raw -34892066.625335 + Penalty 196812.463459 = -34695254.161876
  nChanged 60
Iteration 171Q (31057.990000 sec): 94 clusters
  Score: Raw -34892068.398214 + Penalty 196812.463459 = -34695255.934755
  nChanged 52
Iteration 172Q (31134.330000 sec): 94 clusters
  Score: Raw -34892069.884068 + Penalty 196812.463459 = -34695257.420610
  nChanged 44
Iteration 173Q (31209.810000 sec): 94 clusters
  Score: Raw -34892071.289588 + Penalty 196812.463459 = -34695258.826129
  nChanged 42
Iteration 174Q (31283.400000 sec): 94 clusters
  Score: Raw -34892072.601797 + Penalty 196812.463459 = -34695260.138338
  nChanged 45
Iteration 175Q (31358.700000 sec): 94 clusters
  Score: Raw -34892073.712210 + Penalty 196812.463459 = -34695261.248752
  nChanged 38
Iteration 176Q (31431.540000 sec): 94 clusters
  Score: Raw -34892074.706521 + Penalty 196812.463459 = -34695262.243062
  nChanged 45
Iteration 177Q (31519.220000 sec): 94 clusters
  Score: Raw -34892076.519238 + Penalty 196812.463459 = -34695264.055779
  nChanged 35
Iteration 178Q (31605.630000 sec): 94 clusters
  Score: Raw -34892077.714747 + Penalty 196812.463459 = -34695265.251288
  nChanged 28
Writing temp clu file 
Because OldScore, -34695264.055779, is greater than current (better) Score,-34695265.251288 
 Compute initial score before splitting:   Score: Raw -34892077.714747 + Penalty 196812.463459 = -34695265.251288
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31605.810000 sec): 2 clusters
  Score: Raw -163954.529065 + Penalty 1246.141180 = -162708.387885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31605.940000 sec): 3 clusters
  Score: Raw -163045.823410 + Penalty 2492.282360 = -160553.541050
  nChanged 747
		SP:Iteration 1F (31606.160000 sec): 3 clusters
  Score: Raw -163566.960588 + Penalty 2492.282360 = -161074.678228
  nChanged 197
		SP:Iteration 2F (31606.300000 sec): 3 clusters
  Score: Raw -163748.064804 + Penalty 2492.282360 = -161255.782443
  nChanged 142
		SP:Iteration 3F (31606.450000 sec): 3 clusters
  Score: Raw -163899.487391 + Penalty 2492.282360 = -161407.205031
  nChanged 133
		SP:Iteration 4F (31606.620000 sec): 3 clusters
  Score: Raw -164022.047021 + Penalty 2492.282360 = -161529.764661
  nChanged 81
		SP:Iteration 5Q (31606.800000 sec): 3 clusters
  Score: Raw -164084.474735 + Penalty 2492.282360 = -161592.192375
  nChanged 60
		SP:Iteration 6Q (31606.940000 sec): 3 clusters
  Score: Raw -164124.883645 + Penalty 2492.282360 = -161632.601285
  nChanged 43
		SP:Iteration 7Q (31607.090000 sec): 3 clusters
  Score: Raw -164152.141165 + Penalty 2492.282360 = -161659.858805
  nChanged 22
		SP:Iteration 8Q (31607.220000 sec): 3 clusters
  Score: Raw -164161.841803 + Penalty 2492.282360 = -161669.559443
  nChanged 12
		SP:Iteration 9Q (31607.340000 sec): 3 clusters
  Score: Raw -164165.814566 + Penalty 2492.282360 = -161673.532206
  nChanged 6
		SP:Iteration 10Q (31607.490000 sec): 3 clusters
  Score: Raw -164168.502767 + Penalty 2492.282360 = -161676.220406
  nChanged 3
		SP:Iteration 11Q (31607.670000 sec): 3 clusters
  Score: Raw -164169.489363 + Penalty 2492.282360 = -161677.207003
  nChanged 4
		SP:Iteration 12Q (31607.840000 sec): 3 clusters
  Score: Raw -164171.535991 + Penalty 2492.282360 = -161679.253631
  nChanged 4
		SP:Iteration 13Q (31608.000000 sec): 3 clusters
  Score: Raw -164172.984454 + Penalty 2492.282360 = -161680.702094
  nChanged 1
		SP:Iteration 14Q (31608.160000 sec): 3 clusters
  Score: Raw -164173.379708 + Penalty 2492.282360 = -161681.097348
  nChanged 1
		SP:Iteration 15Q (31608.280000 sec): 3 clusters
  Score: Raw -164173.874856 + Penalty 2492.282360 = -161681.592496
  nChanged 1
		SP:Iteration 16Q (31608.420000 sec): 3 clusters
  Score: Raw -164174.050619 + Penalty 2492.282360 = -161681.768259
  nChanged 2
		SP:Iteration 17Q (31608.570000 sec): 3 clusters
  Score: Raw -164174.740178 + Penalty 2492.282360 = -161682.457818
  nChanged 1
		SP:Iteration 18Q (31608.710000 sec): 3 clusters
  Score: Raw -164175.158483 + Penalty 2492.282360 = -161682.876123
  nChanged 1
		SP:Iteration 19Q (31608.860000 sec): 3 clusters
  Score: Raw -164175.727166 + Penalty 2492.282360 = -161683.444806
  nChanged 1
		SP:Iteration 20F (31609.020000 sec): 3 clusters
  Score: Raw -164176.350619 + Penalty 2492.282360 = -161684.068259
  nChanged 6
		SP:Iteration 21Q (31609.180000 sec): 3 clusters
  Score: Raw -164180.765229 + Penalty 2492.282360 = -161688.482869
  nChanged 3
		SP:Iteration 22Q (31609.330000 sec): 3 clusters
  Score: Raw -164181.893499 + Penalty 2492.282360 = -161689.611139
  nChanged 6
		SP:Iteration 23Q (31609.480000 sec): 3 clusters
  Score: Raw -164184.688302 + Penalty 2492.282360 = -161692.405942
  nChanged 6
		SP:Iteration 24Q (31609.650000 sec): 3 clusters
  Score: Raw -164187.209783 + Penalty 2492.282360 = -161694.927423
  nChanged 8
		SP:Iteration 25Q (31609.820000 sec): 3 clusters
  Score: Raw -164191.520713 + Penalty 2492.282360 = -161699.238353
  nChanged 4
		SP:Iteration 26Q (31609.960000 sec): 3 clusters
  Score: Raw -164192.941755 + Penalty 2492.282360 = -161700.659394
  nChanged 6
		SP:Iteration 27Q (31610.120000 sec): 3 clusters
  Score: Raw -164195.744268 + Penalty 2492.282360 = -161703.461908
  nChanged 6
		SP:Iteration 28Q (31610.280000 sec): 3 clusters
  Score: Raw -164198.479345 + Penalty 2492.282360 = -161706.196985
  nChanged 6
		SP:Iteration 29Q (31610.500000 sec): 3 clusters
  Score: Raw -164201.123151 + Penalty 2492.282360 = -161708.840791
  nChanged 6
		SP:Iteration 30Q (31610.630000 sec): 3 clusters
  Score: Raw -164203.712071 + Penalty 2492.282360 = -161711.429711
  nChanged 6
		SP:Iteration 31Q (31610.760000 sec): 3 clusters
  Score: Raw -164206.018809 + Penalty 2492.282360 = -161713.736449
  nChanged 3
		SP:Iteration 32Q (31610.970000 sec): 3 clusters
  Score: Raw -164207.450857 + Penalty 2492.282360 = -161715.168497
  nChanged 3
		SP:Iteration 33Q (31611.120000 sec): 3 clusters
  Score: Raw -164208.661301 + Penalty 2492.282360 = -161716.378941
  nChanged 1
		SP:Iteration 34Q (31611.320000 sec): 3 clusters
  Score: Raw -164208.953371 + Penalty 2492.282360 = -161716.671011
  nChanged 0
		SP:Iteration 35F (31611.480000 sec): 3 clusters
  Score: Raw -164208.953371 + Penalty 2492.282360 = -161716.671011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31611.690000 sec): 2 clusters
  Score: Raw -1510193.273188 + Penalty 1595.625850 = -1508597.647338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31612.000000 sec): 3 clusters
  Score: Raw -1499208.013988 + Penalty 3191.251700 = -1496016.762288
  nChanged 8314
		SP:Iteration 1F (31612.270000 sec): 3 clusters
  Score: Raw -1503817.930360 + Penalty 3191.251700 = -1500626.678660
  nChanged 985
		SP:Iteration 2F (31612.600000 sec): 3 clusters
  Score: Raw -1504232.850262 + Penalty 3191.251700 = -1501041.598562
  nChanged 1017
		SP:Iteration 3F (31612.930000 sec): 3 clusters
  Score: Raw -1504683.036723 + Penalty 3191.251700 = -1501491.785023
  nChanged 1023
		SP:Iteration 4F (31613.200000 sec): 3 clusters
  Score: Raw -1505205.333990 + Penalty 3191.251700 = -1502014.082290
  nChanged 1083
		SP:Iteration 5F (31613.460000 sec): 3 clusters
  Score: Raw -1505801.031273 + Penalty 3191.251700 = -1502609.779573
  nChanged 1053
		SP:Iteration 6F (31613.750000 sec): 3 clusters
  Score: Raw -1506431.998095 + Penalty 3191.251700 = -1503240.746395
  nChanged 1015
		SP:Iteration 7F (31614.020000 sec): 3 clusters
  Score: Raw -1507071.778766 + Penalty 3191.251700 = -1503880.527066
  nChanged 928
		SP:Iteration 8F (31614.380000 sec): 3 clusters
  Score: Raw -1507739.026051 + Penalty 3191.251700 = -1504547.774351
  nChanged 781
		SP:Iteration 9Q (31614.650000 sec): 3 clusters
  Score: Raw -1508351.382198 + Penalty 3191.251700 = -1505160.130498
  nChanged 610
		SP:Iteration 10Q (31614.920000 sec): 3 clusters
  Score: Raw -1508901.275418 + Penalty 3191.251700 = -1505710.023718
  nChanged 470
		SP:Iteration 11Q (31615.230000 sec): 3 clusters
  Score: Raw -1509282.322356 + Penalty 3191.251700 = -1506091.070655
  nChanged 342
		SP:Iteration 12Q (31615.540000 sec): 3 clusters
  Score: Raw -1509529.361166 + Penalty 3191.251700 = -1506338.109466
  nChanged 259
		SP:Iteration 13Q (31615.800000 sec): 3 clusters
  Score: Raw -1509696.687319 + Penalty 3191.251700 = -1506505.435619
  nChanged 216
		SP:Iteration 14Q (31616.080000 sec): 3 clusters
  Score: Raw -1509822.512683 + Penalty 3191.251700 = -1506631.260983
  nChanged 177
		SP:Iteration 15Q (31616.370000 sec): 3 clusters
  Score: Raw -1509932.325165 + Penalty 3191.251700 = -1506741.073465
  nChanged 138
		SP:Iteration 16Q (31616.560000 sec): 3 clusters
  Score: Raw -1510013.999128 + Penalty 3191.251700 = -1506822.747428
  nChanged 118
		SP:Iteration 17Q (31616.800000 sec): 3 clusters
  Score: Raw -1510081.725116 + Penalty 3191.251700 = -1506890.473416
  nChanged 96
		SP:Iteration 18Q (31617.020000 sec): 3 clusters
  Score: Raw -1510133.684737 + Penalty 3191.251700 = -1506942.433037
  nChanged 72
		SP:Iteration 19Q (31617.290000 sec): 3 clusters
  Score: Raw -1510168.946150 + Penalty 3191.251700 = -1506977.694450
  nChanged 74
		SP:Iteration 20F (31617.550000 sec): 3 clusters
  Score: Raw -1510204.621134 + Penalty 3191.251700 = -1507013.369434
  nChanged 69
		SP:Iteration 21Q (31617.830000 sec): 3 clusters
  Score: Raw -1510237.376817 + Penalty 3191.251700 = -1507046.125117
  nChanged 51
		SP:Iteration 22Q (31618.130000 sec): 3 clusters
  Score: Raw -1510262.211021 + Penalty 3191.251700 = -1507070.959321
  nChanged 49
		SP:Iteration 23Q (31618.380000 sec): 3 clusters
  Score: Raw -1510287.729150 + Penalty 3191.251700 = -1507096.477450
  nChanged 38
		SP:Iteration 24Q (31618.620000 sec): 3 clusters
  Score: Raw -1510305.611988 + Penalty 3191.251700 = -1507114.360288
  nChanged 26
		SP:Iteration 25Q (31618.880000 sec): 3 clusters
  Score: Raw -1510315.732844 + Penalty 3191.251700 = -1507124.481144
  nChanged 22
		SP:Iteration 26Q (31619.160000 sec): 3 clusters
  Score: Raw -1510330.935067 + Penalty 3191.251700 = -1507139.683367
  nChanged 32
		SP:Iteration 27Q (31619.400000 sec): 3 clusters
  Score: Raw -1510352.179028 + Penalty 3191.251700 = -1507160.927328
  nChanged 29
		SP:Iteration 28Q (31619.710000 sec): 3 clusters
  Score: Raw -1510368.352536 + Penalty 3191.251700 = -1507177.100836
  nChanged 24
		SP:Iteration 29Q (31619.940000 sec): 3 clusters
  Score: Raw -1510382.265236 + Penalty 3191.251700 = -1507191.013536
  nChanged 19
		SP:Iteration 30Q (31620.240000 sec): 3 clusters
  Score: Raw -1510395.547069 + Penalty 3191.251700 = -1507204.295369
  nChanged 20
		SP:Iteration 31Q (31620.460000 sec): 3 clusters
  Score: Raw -1510406.337377 + Penalty 3191.251700 = -1507215.085677
  nChanged 25
		SP:Iteration 32Q (31620.740000 sec): 3 clusters
  Score: Raw -1510419.523931 + Penalty 3191.251700 = -1507228.272231
  nChanged 13
		SP:Iteration 33Q (31620.990000 sec): 3 clusters
  Score: Raw -1510427.861296 + Penalty 3191.251700 = -1507236.609596
  nChanged 12
		SP:Iteration 34Q (31621.200000 sec): 3 clusters
  Score: Raw -1510433.719048 + Penalty 3191.251700 = -1507242.467348
  nChanged 11
		SP:Iteration 35Q (31621.470000 sec): 3 clusters
  Score: Raw -1510438.679698 + Penalty 3191.251700 = -1507247.427998
  nChanged 15
		SP:Iteration 36Q (31621.730000 sec): 3 clusters
  Score: Raw -1510447.448185 + Penalty 3191.251700 = -1507256.196484
  nChanged 17
		SP:Iteration 37Q (31621.970000 sec): 3 clusters
  Score: Raw -1510458.290466 + Penalty 3191.251700 = -1507267.038766
  nChanged 12
		SP:Iteration 38Q (31622.250000 sec): 3 clusters
  Score: Raw -1510468.403398 + Penalty 3191.251700 = -1507277.151698
  nChanged 20
		SP:Iteration 39Q (31622.550000 sec): 3 clusters
  Score: Raw -1510483.569743 + Penalty 3191.251700 = -1507292.318043
  nChanged 16
		SP:Iteration 40F (31622.820000 sec): 3 clusters
  Score: Raw -1510495.242318 + Penalty 3191.251700 = -1507303.990618
  nChanged 13
		SP:Iteration 41Q (31623.110000 sec): 3 clusters
  Score: Raw -1510501.008901 + Penalty 3191.251700 = -1507309.757201
  nChanged 8
		SP:Iteration 42Q (31623.370000 sec): 3 clusters
  Score: Raw -1510503.727959 + Penalty 3191.251700 = -1507312.476259
  nChanged 4
		SP:Iteration 43Q (31623.670000 sec): 3 clusters
  Score: Raw -1510505.030334 + Penalty 3191.251700 = -1507313.778634
  nChanged 6
		SP:Iteration 44Q (31623.960000 sec): 3 clusters
  Score: Raw -1510507.827575 + Penalty 3191.251700 = -1507316.575875
  nChanged 4
		SP:Iteration 45Q (31624.240000 sec): 3 clusters
  Score: Raw -1510509.314628 + Penalty 3191.251700 = -1507318.062928
  nChanged 5
		SP:Iteration 46Q (31624.500000 sec): 3 clusters
  Score: Raw -1510511.223297 + Penalty 3191.251700 = -1507319.971597
  nChanged 1
		SP:Iteration 47Q (31624.730000 sec): 3 clusters
  Score: Raw -1510511.619735 + Penalty 3191.251700 = -1507320.368035
  nChanged 1
		SP:Iteration 48Q (31625.010000 sec): 3 clusters
  Score: Raw -1510512.465989 + Penalty 3191.251700 = -1507321.214289
  nChanged 3
		SP:Iteration 49Q (31625.270000 sec): 3 clusters
  Score: Raw -1510513.336359 + Penalty 3191.251700 = -1507322.084659
  nChanged 2
		SP:Iteration 50Q (31625.500000 sec): 3 clusters
  Score: Raw -1510514.306862 + Penalty 3191.251700 = -1507323.055162
  nChanged 5
		SP:Iteration 51Q (31625.830000 sec): 3 clusters
  Score: Raw -1510515.942689 + Penalty 3191.251700 = -1507324.690989
  nChanged 3
		SP:Iteration 52Q (31626.100000 sec): 3 clusters
  Score: Raw -1510517.232983 + Penalty 3191.251700 = -1507325.981283
  nChanged 3
		SP:Iteration 53Q (31626.390000 sec): 3 clusters
  Score: Raw -1510517.999037 + Penalty 3191.251700 = -1507326.747337
  nChanged 1
		SP:Iteration 54Q (31626.670000 sec): 3 clusters
  Score: Raw -1510518.411356 + Penalty 3191.251700 = -1507327.159656
  nChanged 0
		SP:Iteration 55F (31626.930000 sec): 3 clusters
  Score: Raw -1510518.411356 + Penalty 3191.251700 = -1507327.159656
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31627.060000 sec): 2 clusters
  Score: Raw -198192.863917 + Penalty 1273.666699 = -196919.197219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31627.170000 sec): 3 clusters
  Score: Raw -197032.624137 + Penalty 2547.333398 = -194485.290740
  nChanged 935
		SP:Iteration 1F (31627.330000 sec): 3 clusters
  Score: Raw -197633.019693 + Penalty 2547.333398 = -195085.686296
  nChanged 196
		SP:Iteration 2F (31627.510000 sec): 3 clusters
  Score: Raw -197765.651121 + Penalty 2547.333398 = -195218.317723
  nChanged 130
		SP:Iteration 3F (31627.680000 sec): 3 clusters
  Score: Raw -197859.613587 + Penalty 2547.333398 = -195312.280189
  nChanged 107
		SP:Iteration 4Q (31627.850000 sec): 3 clusters
  Score: Raw -197922.772760 + Penalty 2547.333398 = -195375.439362
  nChanged 77
		SP:Iteration 5Q (31628.030000 sec): 3 clusters
  Score: Raw -197972.634631 + Penalty 2547.333398 = -195425.301233
  nChanged 75
		SP:Iteration 6Q (31628.220000 sec): 3 clusters
  Score: Raw -198021.471526 + Penalty 2547.333398 = -195474.138128
  nChanged 65
		SP:Iteration 7Q (31628.390000 sec): 3 clusters
  Score: Raw -198063.743979 + Penalty 2547.333398 = -195516.410581
  nChanged 60
		SP:Iteration 8Q (31628.570000 sec): 3 clusters
  Score: Raw -198100.541147 + Penalty 2547.333398 = -195553.207749
  nChanged 49
		SP:Iteration 9Q (31628.720000 sec): 3 clusters
  Score: Raw -198136.576468 + Penalty 2547.333398 = -195589.243070
  nChanged 69
		SP:Iteration 10Q (31628.870000 sec): 3 clusters
  Score: Raw -198190.438635 + Penalty 2547.333398 = -195643.105238
  nChanged 57
		SP:Iteration 11Q (31629.040000 sec): 3 clusters
  Score: Raw -198233.153789 + Penalty 2547.333398 = -195685.820392
  nChanged 50
		SP:Iteration 12Q (31629.200000 sec): 3 clusters
  Score: Raw -198266.701070 + Penalty 2547.333398 = -195719.367672
  nChanged 54
		SP:Iteration 13Q (31629.350000 sec): 3 clusters
  Score: Raw -198291.272439 + Penalty 2547.333398 = -195743.939041
  nChanged 29
		SP:Iteration 14Q (31629.500000 sec): 3 clusters
  Score: Raw -198306.618776 + Penalty 2547.333398 = -195759.285378
  nChanged 23
		SP:Iteration 15Q (31629.690000 sec): 3 clusters
  Score: Raw -198318.852818 + Penalty 2547.333398 = -195771.519420
  nChanged 22
		SP:Iteration 16Q (31629.830000 sec): 3 clusters
  Score: Raw -198330.275957 + Penalty 2547.333398 = -195782.942559
  nChanged 21
		SP:Iteration 17Q (31629.960000 sec): 3 clusters
  Score: Raw -198341.258907 + Penalty 2547.333398 = -195793.925509
  nChanged 22
		SP:Iteration 18Q (31630.130000 sec): 3 clusters
  Score: Raw -198352.299552 + Penalty 2547.333398 = -195804.966154
  nChanged 16
		SP:Iteration 19Q (31630.260000 sec): 3 clusters
  Score: Raw -198358.367971 + Penalty 2547.333398 = -195811.034573
  nChanged 13
		SP:Iteration 20F (31630.410000 sec): 3 clusters
  Score: Raw -198362.287925 + Penalty 2547.333398 = -195814.954527
  nChanged 7
		SP:Iteration 21Q (31630.620000 sec): 3 clusters
  Score: Raw -198365.654015 + Penalty 2547.333398 = -195818.320617
  nChanged 6
		SP:Iteration 22Q (31630.740000 sec): 3 clusters
  Score: Raw -198368.043103 + Penalty 2547.333398 = -195820.709705
  nChanged 6
		SP:Iteration 23Q (31630.880000 sec): 3 clusters
  Score: Raw -198370.303700 + Penalty 2547.333398 = -195822.970303
  nChanged 10
		SP:Iteration 24Q (31631.040000 sec): 3 clusters
  Score: Raw -198374.755488 + Penalty 2547.333398 = -195827.422090
  nChanged 7
		SP:Iteration 25Q (31631.190000 sec): 3 clusters
  Score: Raw -198377.655128 + Penalty 2547.333398 = -195830.321731
  nChanged 8
		SP:Iteration 26Q (31631.320000 sec): 3 clusters
  Score: Raw -198381.545673 + Penalty 2547.333398 = -195834.212275
  nChanged 8
		SP:Iteration 27Q (31631.470000 sec): 3 clusters
  Score: Raw -198385.052164 + Penalty 2547.333398 = -195837.718766
  nChanged 8
		SP:Iteration 28Q (31631.610000 sec): 3 clusters
  Score: Raw -198388.633198 + Penalty 2547.333398 = -195841.299801
  nChanged 8
		SP:Iteration 29Q (31631.750000 sec): 3 clusters
  Score: Raw -198392.567275 + Penalty 2547.333398 = -195845.233877
  nChanged 9
		SP:Iteration 30Q (31631.920000 sec): 3 clusters
  Score: Raw -198396.257715 + Penalty 2547.333398 = -195848.924317
  nChanged 5
		SP:Iteration 31Q (31632.040000 sec): 3 clusters
  Score: Raw -198397.746320 + Penalty 2547.333398 = -195850.412922
  nChanged 5
		SP:Iteration 32Q (31632.180000 sec): 3 clusters
  Score: Raw -198399.238399 + Penalty 2547.333398 = -195851.905001
  nChanged 2
		SP:Iteration 33Q (31632.370000 sec): 3 clusters
  Score: Raw -198399.913079 + Penalty 2547.333398 = -195852.579681
  nChanged 1
		SP:Iteration 34Q (31632.520000 sec): 3 clusters
  Score: Raw -198400.051982 + Penalty 2547.333398 = -195852.718584
  nChanged 0
		SP:Iteration 35F (31632.680000 sec): 3 clusters
  Score: Raw -198400.051982 + Penalty 2547.333398 = -195852.718584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31632.750000 sec): 2 clusters
  Score: Raw -113538.604534 + Penalty 1205.941348 = -112332.663185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31632.890000 sec): 3 clusters
  Score: Raw -112879.410762 + Penalty 2411.882697 = -110467.528065
  nChanged 609
		SP:Iteration 1F (31633.050000 sec): 3 clusters
  Score: Raw -113612.203655 + Penalty 2411.882697 = -111200.320958
  nChanged 224
		SP:Iteration 2F (31633.210000 sec): 3 clusters
  Score: Raw -114045.927443 + Penalty 2411.882697 = -111634.044746
  nChanged 142
		SP:Iteration 3F (31633.350000 sec): 3 clusters
  Score: Raw -114275.304496 + Penalty 2411.882697 = -111863.421800
  nChanged 90
		SP:Iteration 4F (31633.510000 sec): 3 clusters
  Score: Raw -114408.949955 + Penalty 2411.882697 = -111997.067258
  nChanged 54
		SP:Iteration 5Q (31633.630000 sec): 3 clusters
  Score: Raw -114482.830495 + Penalty 2411.882697 = -112070.947798
  nChanged 34
		SP:Iteration 6Q (31633.790000 sec): 3 clusters
  Score: Raw -114515.803112 + Penalty 2411.882697 = -112103.920415
  nChanged 23
		SP:Iteration 7Q (31633.940000 sec): 3 clusters
  Score: Raw -114537.881579 + Penalty 2411.882697 = -112125.998882
  nChanged 23
		SP:Iteration 8Q (31634.110000 sec): 3 clusters
  Score: Raw -114555.096486 + Penalty 2411.882697 = -112143.213789
  nChanged 14
		SP:Iteration 9Q (31634.220000 sec): 3 clusters
  Score: Raw -114566.351888 + Penalty 2411.882697 = -112154.469192
  nChanged 13
		SP:Iteration 10Q (31634.370000 sec): 3 clusters
  Score: Raw -114580.318264 + Penalty 2411.882697 = -112168.435567
  nChanged 16
		SP:Iteration 11Q (31634.500000 sec): 3 clusters
  Score: Raw -114602.116978 + Penalty 2411.882697 = -112190.234282
  nChanged 20
		SP:Iteration 12Q (31634.680000 sec): 3 clusters
  Score: Raw -114620.764989 + Penalty 2411.882697 = -112208.882292
  nChanged 14
		SP:Iteration 13Q (31634.810000 sec): 3 clusters
  Score: Raw -114631.402853 + Penalty 2411.882697 = -112219.520156
  nChanged 15
		SP:Iteration 14Q (31635.000000 sec): 3 clusters
  Score: Raw -114640.182304 + Penalty 2411.882697 = -112228.299607
  nChanged 8
		SP:Iteration 15Q (31635.130000 sec): 3 clusters
  Score: Raw -114645.761612 + Penalty 2411.882697 = -112233.878915
  nChanged 5
		SP:Iteration 16Q (31635.270000 sec): 3 clusters
  Score: Raw -114649.398628 + Penalty 2411.882697 = -112237.515931
  nChanged 6
		SP:Iteration 17Q (31635.420000 sec): 3 clusters
  Score: Raw -114654.046596 + Penalty 2411.882697 = -112242.163899
  nChanged 9
		SP:Iteration 18Q (31635.590000 sec): 3 clusters
  Score: Raw -114661.496916 + Penalty 2411.882697 = -112249.614219
  nChanged 12
		SP:Iteration 19Q (31635.780000 sec): 3 clusters
  Score: Raw -114674.137228 + Penalty 2411.882697 = -112262.254531
  nChanged 9
		SP:Iteration 20F (31635.880000 sec): 3 clusters
  Score: Raw -114682.708612 + Penalty 2411.882697 = -112270.825915
  nChanged 11
		SP:Iteration 21Q (31636.040000 sec): 3 clusters
  Score: Raw -114693.734960 + Penalty 2411.882697 = -112281.852263
  nChanged 11
		SP:Iteration 22Q (31636.190000 sec): 3 clusters
  Score: Raw -114703.728958 + Penalty 2411.882697 = -112291.846261
  nChanged 10
		SP:Iteration 23Q (31636.350000 sec): 3 clusters
  Score: Raw -114717.725192 + Penalty 2411.882697 = -112305.842495
  nChanged 12
		SP:Iteration 24Q (31636.530000 sec): 3 clusters
  Score: Raw -114733.968002 + Penalty 2411.882697 = -112322.085305
  nChanged 16
		SP:Iteration 25Q (31636.710000 sec): 3 clusters
  Score: Raw -114761.230055 + Penalty 2411.882697 = -112349.347358
  nChanged 15
		SP:Iteration 26Q (31636.880000 sec): 3 clusters
  Score: Raw -114786.503899 + Penalty 2411.882697 = -112374.621202
  nChanged 20
		SP:Iteration 27Q (31637.060000 sec): 3 clusters
  Score: Raw -114807.160944 + Penalty 2411.882697 = -112395.278248
  nChanged 12
		SP:Iteration 28Q (31637.200000 sec): 3 clusters
  Score: Raw -114820.750298 + Penalty 2411.882697 = -112408.867601
  nChanged 10
		SP:Iteration 29Q (31637.360000 sec): 3 clusters
  Score: Raw -114830.700843 + Penalty 2411.882697 = -112418.818146
  nChanged 8
		SP:Iteration 30Q (31637.550000 sec): 3 clusters
  Score: Raw -114837.269022 + Penalty 2411.882697 = -112425.386325
  nChanged 7
		SP:Iteration 31Q (31637.710000 sec): 3 clusters
  Score: Raw -114842.088953 + Penalty 2411.882697 = -112430.206257
  nChanged 3
		SP:Iteration 32Q (31637.820000 sec): 3 clusters
  Score: Raw -114844.152573 + Penalty 2411.882697 = -112432.269876
  nChanged 4
		SP:Iteration 33Q (31637.970000 sec): 3 clusters
  Score: Raw -114846.084225 + Penalty 2411.882697 = -112434.201528
  nChanged 0
		SP:Iteration 34F (31638.160000 sec): 3 clusters
  Score: Raw -114846.084225 + Penalty 2411.882697 = -112434.201528
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31638.250000 sec): 2 clusters
  Score: Raw -534087.719406 + Penalty 1435.532417 = -532652.186989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31638.490000 sec): 3 clusters
  Score: Raw -530326.971488 + Penalty 2871.064833 = -527455.906655
  nChanged 2890
		SP:Iteration 1F (31638.710000 sec): 3 clusters
  Score: Raw -531835.720158 + Penalty 2871.064833 = -528964.655325
  nChanged 464
		SP:Iteration 2F (31638.840000 sec): 3 clusters
  Score: Raw -532106.344266 + Penalty 2871.064833 = -529235.279433
  nChanged 420
		SP:Iteration 3F (31639.030000 sec): 3 clusters
  Score: Raw -532323.270202 + Penalty 2871.064833 = -529452.205368
  nChanged 348
		SP:Iteration 4F (31639.240000 sec): 3 clusters
  Score: Raw -532518.736073 + Penalty 2871.064833 = -529647.671239
  nChanged 320
		SP:Iteration 5Q (31639.410000 sec): 3 clusters
  Score: Raw -532706.376221 + Penalty 2871.064833 = -529835.311388
  nChanged 315
		SP:Iteration 6Q (31639.650000 sec): 3 clusters
  Score: Raw -532888.271212 + Penalty 2871.064833 = -530017.206379
  nChanged 287
		SP:Iteration 7Q (31639.770000 sec): 3 clusters
  Score: Raw -533061.779832 + Penalty 2871.064833 = -530190.714999
  nChanged 299
		SP:Iteration 8Q (31639.970000 sec): 3 clusters
  Score: Raw -533240.567436 + Penalty 2871.064833 = -530369.502603
  nChanged 258
		SP:Iteration 9Q (31640.140000 sec): 3 clusters
  Score: Raw -533385.973827 + Penalty 2871.064833 = -530514.908994
  nChanged 225
		SP:Iteration 10Q (31640.340000 sec): 3 clusters
  Score: Raw -533521.988034 + Penalty 2871.064833 = -530650.923200
  nChanged 193
		SP:Iteration 11Q (31640.500000 sec): 3 clusters
  Score: Raw -533623.122682 + Penalty 2871.064833 = -530752.057849
  nChanged 162
		SP:Iteration 12Q (31640.660000 sec): 3 clusters
  Score: Raw -533713.891848 + Penalty 2871.064833 = -530842.827015
  nChanged 153
		SP:Iteration 13Q (31640.870000 sec): 3 clusters
  Score: Raw -533798.539425 + Penalty 2871.064833 = -530927.474592
  nChanged 137
		SP:Iteration 14Q (31641.040000 sec): 3 clusters
  Score: Raw -533855.552702 + Penalty 2871.064833 = -530984.487869
  nChanged 113
		SP:Iteration 15Q (31641.260000 sec): 3 clusters
  Score: Raw -533900.241708 + Penalty 2871.064833 = -531029.176874
  nChanged 96
		SP:Iteration 16Q (31641.410000 sec): 3 clusters
  Score: Raw -533938.668378 + Penalty 2871.064833 = -531067.603544
  nChanged 95
		SP:Iteration 17Q (31641.600000 sec): 3 clusters
  Score: Raw -533976.815473 + Penalty 2871.064833 = -531105.750639
  nChanged 96
		SP:Iteration 18Q (31641.820000 sec): 3 clusters
  Score: Raw -534015.922788 + Penalty 2871.064833 = -531144.857954
  nChanged 102
		SP:Iteration 19Q (31641.980000 sec): 3 clusters
  Score: Raw -534056.590845 + Penalty 2871.064833 = -531185.526012
  nChanged 89
		SP:Iteration 20F (31642.160000 sec): 3 clusters
  Score: Raw -534093.229689 + Penalty 2871.064833 = -531222.164856
  nChanged 72
		SP:Iteration 21Q (31642.350000 sec): 3 clusters
  Score: Raw -534120.077300 + Penalty 2871.064833 = -531249.012466
  nChanged 62
		SP:Iteration 22Q (31642.500000 sec): 3 clusters
  Score: Raw -534145.926797 + Penalty 2871.064833 = -531274.861964
  nChanged 66
		SP:Iteration 23Q (31642.660000 sec): 3 clusters
  Score: Raw -534172.719890 + Penalty 2871.064833 = -531301.655056
  nChanged 66
		SP:Iteration 24Q (31642.870000 sec): 3 clusters
  Score: Raw -534202.221971 + Penalty 2871.064833 = -531331.157137
  nChanged 64
		SP:Iteration 25Q (31643.040000 sec): 3 clusters
  Score: Raw -534226.317190 + Penalty 2871.064833 = -531355.252357
  nChanged 51
		SP:Iteration 26Q (31643.240000 sec): 3 clusters
  Score: Raw -534245.357059 + Penalty 2871.064833 = -531374.292226
  nChanged 60
		SP:Iteration 27Q (31643.440000 sec): 3 clusters
  Score: Raw -534271.053239 + Penalty 2871.064833 = -531399.988405
  nChanged 59
		SP:Iteration 28Q (31643.630000 sec): 3 clusters
  Score: Raw -534295.484106 + Penalty 2871.064833 = -531424.419273
  nChanged 53
		SP:Iteration 29Q (31643.820000 sec): 3 clusters
  Score: Raw -534317.037740 + Penalty 2871.064833 = -531445.972906
  nChanged 41
		SP:Iteration 30Q (31643.990000 sec): 3 clusters
  Score: Raw -534332.850028 + Penalty 2871.064833 = -531461.785194
  nChanged 48
		SP:Iteration 31Q (31644.180000 sec): 3 clusters
  Score: Raw -534348.303413 + Penalty 2871.064833 = -531477.238580
  nChanged 38
		SP:Iteration 32Q (31644.340000 sec): 3 clusters
  Score: Raw -534361.306312 + Penalty 2871.064833 = -531490.241478
  nChanged 35
		SP:Iteration 33Q (31644.540000 sec): 3 clusters
  Score: Raw -534376.133857 + Penalty 2871.064833 = -531505.069023
  nChanged 34
		SP:Iteration 34Q (31644.670000 sec): 3 clusters
  Score: Raw -534388.141005 + Penalty 2871.064833 = -531517.076172
  nChanged 33
		SP:Iteration 35Q (31644.920000 sec): 3 clusters
  Score: Raw -534398.555538 + Penalty 2871.064833 = -531527.490705
  nChanged 24
		SP:Iteration 36Q (31645.090000 sec): 3 clusters
  Score: Raw -534405.836036 + Penalty 2871.064833 = -531534.771203
  nChanged 12
		SP:Iteration 37Q (31645.260000 sec): 3 clusters
  Score: Raw -534410.127685 + Penalty 2871.064833 = -531539.062852
  nChanged 13
		SP:Iteration 38Q (31645.440000 sec): 3 clusters
  Score: Raw -534414.463191 + Penalty 2871.064833 = -531543.398358
  nChanged 11
		SP:Iteration 39Q (31645.620000 sec): 3 clusters
  Score: Raw -534418.023982 + Penalty 2871.064833 = -531546.959149
  nChanged 13
		SP:Iteration 40F (31645.830000 sec): 3 clusters
  Score: Raw -534422.141214 + Penalty 2871.064833 = -531551.076381
  nChanged 14
		SP:Iteration 41Q (31646.020000 sec): 3 clusters
  Score: Raw -534425.413729 + Penalty 2871.064833 = -531554.348895
  nChanged 7
		SP:Iteration 42Q (31646.150000 sec): 3 clusters
  Score: Raw -534427.790232 + Penalty 2871.064833 = -531556.725398
  nChanged 10
		SP:Iteration 43Q (31646.360000 sec): 3 clusters
  Score: Raw -534430.742677 + Penalty 2871.064833 = -531559.677843
  nChanged 11
		SP:Iteration 44Q (31646.560000 sec): 3 clusters
  Score: Raw -534433.921906 + Penalty 2871.064833 = -531562.857073
  nChanged 14
		SP:Iteration 45Q (31646.740000 sec): 3 clusters
  Score: Raw -534437.685896 + Penalty 2871.064833 = -531566.621062
  nChanged 11
		SP:Iteration 46Q (31646.900000 sec): 3 clusters
  Score: Raw -534440.784221 + Penalty 2871.064833 = -531569.719388
  nChanged 5
		SP:Iteration 47Q (31647.100000 sec): 3 clusters
  Score: Raw -534442.073508 + Penalty 2871.064833 = -531571.008675
  nChanged 3
		SP:Iteration 48Q (31647.240000 sec): 3 clusters
  Score: Raw -534442.579525 + Penalty 2871.064833 = -531571.514692
  nChanged 3
		SP:Iteration 49Q (31647.460000 sec): 3 clusters
  Score: Raw -534443.152538 + Penalty 2871.064833 = -531572.087704
  nChanged 2
		SP:Iteration 50Q (31647.630000 sec): 3 clusters
  Score: Raw -534443.660329 + Penalty 2871.064833 = -531572.595496
  nChanged 1
		SP:Iteration 51Q (31647.820000 sec): 3 clusters
  Score: Raw -534443.926441 + Penalty 2871.064833 = -531572.861608
  nChanged 1
		SP:Iteration 52Q (31648.010000 sec): 3 clusters
  Score: Raw -534444.354051 + Penalty 2871.064833 = -531573.289218
  nChanged 0
		SP:Iteration 53F (31648.200000 sec): 3 clusters
  Score: Raw -534444.354051 + Penalty 2871.064833 = -531573.289218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31648.320000 sec): 2 clusters
  Score: Raw -103196.081267 + Penalty 1166.017078 = -102030.064189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31648.470000 sec): 3 clusters
  Score: Raw -102708.470494 + Penalty 2332.034157 = -100376.436337
  nChanged 395
		SP:Iteration 1F (31648.600000 sec): 3 clusters
  Score: Raw -103055.021173 + Penalty 2332.034157 = -100722.987017
  nChanged 103
		SP:Iteration 2F (31648.750000 sec): 3 clusters
  Score: Raw -103163.794077 + Penalty 2332.034157 = -100831.759921
  nChanged 70
		SP:Iteration 3F (31648.910000 sec): 3 clusters
  Score: Raw -103246.678508 + Penalty 2332.034157 = -100914.644352
  nChanged 57
		SP:Iteration 4Q (31649.060000 sec): 3 clusters
  Score: Raw -103320.076289 + Penalty 2332.034157 = -100988.042132
  nChanged 49
		SP:Iteration 5Q (31649.240000 sec): 3 clusters
  Score: Raw -103381.393596 + Penalty 2332.034157 = -101049.359439
  nChanged 43
		SP:Iteration 6Q (31649.400000 sec): 3 clusters
  Score: Raw -103435.154717 + Penalty 2332.034157 = -101103.120560
  nChanged 43
		SP:Iteration 7Q (31649.550000 sec): 3 clusters
  Score: Raw -103479.570999 + Penalty 2332.034157 = -101147.536842
  nChanged 42
		SP:Iteration 8Q (31649.710000 sec): 3 clusters
  Score: Raw -103524.516889 + Penalty 2332.034157 = -101192.482732
  nChanged 31
		SP:Iteration 9Q (31649.890000 sec): 3 clusters
  Score: Raw -103557.555855 + Penalty 2332.034157 = -101225.521698
  nChanged 27
		SP:Iteration 10Q (31650.080000 sec): 3 clusters
  Score: Raw -103601.502505 + Penalty 2332.034157 = -101269.468348
  nChanged 25
		SP:Iteration 11Q (31650.260000 sec): 3 clusters
  Score: Raw -103629.723831 + Penalty 2332.034157 = -101297.689674
  nChanged 23
		SP:Iteration 12Q (31650.380000 sec): 3 clusters
  Score: Raw -103647.556787 + Penalty 2332.034157 = -101315.522630
  nChanged 9
		SP:Iteration 13Q (31650.540000 sec): 3 clusters
  Score: Raw -103656.186022 + Penalty 2332.034157 = -101324.151865
  nChanged 7
		SP:Iteration 14Q (31650.720000 sec): 3 clusters
  Score: Raw -103664.325527 + Penalty 2332.034157 = -101332.291370
  nChanged 4
		SP:Iteration 15Q (31650.870000 sec): 3 clusters
  Score: Raw -103666.966063 + Penalty 2332.034157 = -101334.931906
  nChanged 2
		SP:Iteration 16Q (31651.030000 sec): 3 clusters
  Score: Raw -103667.777594 + Penalty 2332.034157 = -101335.743437
  nChanged 0
		SP:Iteration 17F (31651.210000 sec): 3 clusters
  Score: Raw -103667.777594 + Penalty 2332.034157 = -101335.743437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31651.290000 sec): 2 clusters
  Score: Raw -44030.631458 + Penalty 1015.620977 = -43015.010481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31651.440000 sec): 3 clusters
  Score: Raw -43973.966228 + Penalty 2031.241954 = -41942.724274
  nChanged 123
		SP:Iteration 1F (31651.600000 sec): 3 clusters
  Score: Raw -44115.609519 + Penalty 2031.241954 = -42084.367565
  nChanged 28
		SP:Iteration 2F (31651.750000 sec): 3 clusters
  Score: Raw -44150.189263 + Penalty 2031.241954 = -42118.947310
  nChanged 10
		SP:Iteration 3Q (31651.930000 sec): 3 clusters
  Score: Raw -44161.065828 + Penalty 2031.241954 = -42129.823875
  nChanged 7
		SP:Iteration 4Q (31652.060000 sec): 3 clusters
  Score: Raw -44168.208195 + Penalty 2031.241954 = -42136.966241
  nChanged 6
		SP:Iteration 5Q (31652.200000 sec): 3 clusters
  Score: Raw -44174.295210 + Penalty 2031.241954 = -42143.053256
  nChanged 3
		SP:Iteration 6Q (31652.350000 sec): 3 clusters
  Score: Raw -44177.024664 + Penalty 2031.241954 = -42145.782710
  nChanged 3
		SP:Iteration 7Q (31652.450000 sec): 3 clusters
  Score: Raw -44179.657691 + Penalty 2031.241954 = -42148.415737
  nChanged 4
		SP:Iteration 8Q (31652.580000 sec): 3 clusters
  Score: Raw -44186.920089 + Penalty 2031.241954 = -42155.678135
  nChanged 3
		SP:Iteration 9Q (31652.740000 sec): 3 clusters
  Score: Raw -44191.007490 + Penalty 2031.241954 = -42159.765537
  nChanged 2
		SP:Iteration 10Q (31652.900000 sec): 3 clusters
  Score: Raw -44193.559180 + Penalty 2031.241954 = -42162.317226
  nChanged 3
		SP:Iteration 11Q (31653.080000 sec): 3 clusters
  Score: Raw -44197.810108 + Penalty 2031.241954 = -42166.568154
  nChanged 3
		SP:Iteration 12Q (31653.210000 sec): 3 clusters
  Score: Raw -44199.840351 + Penalty 2031.241954 = -42168.598398
  nChanged 1
		SP:Iteration 13Q (31653.360000 sec): 3 clusters
  Score: Raw -44200.358672 + Penalty 2031.241954 = -42169.116718
  nChanged 1
		SP:Iteration 14Q (31653.520000 sec): 3 clusters
  Score: Raw -44201.036146 + Penalty 2031.241954 = -42169.794192
  nChanged 0
		SP:Iteration 15F (31653.730000 sec): 3 clusters
  Score: Raw -44201.036146 + Penalty 2031.241954 = -42169.794192
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31653.810000 sec): 2 clusters
  Score: Raw -231268.913081 + Penalty 1295.189172 = -229973.723908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31653.970000 sec): 3 clusters
  Score: Raw -229895.262201 + Penalty 2590.378345 = -227304.883856
  nChanged 1107
		SP:Iteration 1F (31654.190000 sec): 3 clusters
  Score: Raw -230597.536347 + Penalty 2590.378345 = -228007.158002
  nChanged 247
		SP:Iteration 2F (31654.310000 sec): 3 clusters
  Score: Raw -230786.430955 + Penalty 2590.378345 = -228196.052610
  nChanged 168
		SP:Iteration 3F (31654.460000 sec): 3 clusters
  Score: Raw -230915.729507 + Penalty 2590.378345 = -228325.351163
  nChanged 147
		SP:Iteration 4F (31654.660000 sec): 3 clusters
  Score: Raw -231018.768164 + Penalty 2590.378345 = -228428.389819
  nChanged 117
		SP:Iteration 5Q (31654.820000 sec): 3 clusters
  Score: Raw -231117.431180 + Penalty 2590.378345 = -228527.052835
  nChanged 113
		SP:Iteration 6Q (31654.980000 sec): 3 clusters
  Score: Raw -231215.252206 + Penalty 2590.378345 = -228624.873861
  nChanged 103
		SP:Iteration 7Q (31655.140000 sec): 3 clusters
  Score: Raw -231297.540040 + Penalty 2590.378345 = -228707.161695
  nChanged 75
		SP:Iteration 8Q (31655.300000 sec): 3 clusters
  Score: Raw -231365.638238 + Penalty 2590.378345 = -228775.259893
  nChanged 68
		SP:Iteration 9Q (31655.480000 sec): 3 clusters
  Score: Raw -231411.846391 + Penalty 2590.378345 = -228821.468047
  nChanged 40
		SP:Iteration 10Q (31655.630000 sec): 3 clusters
  Score: Raw -231436.344272 + Penalty 2590.378345 = -228845.965927
  nChanged 36
		SP:Iteration 11Q (31655.780000 sec): 3 clusters
  Score: Raw -231456.901553 + Penalty 2590.378345 = -228866.523208
  nChanged 29
		SP:Iteration 12Q (31655.950000 sec): 3 clusters
  Score: Raw -231476.426505 + Penalty 2590.378345 = -228886.048160
  nChanged 25
		SP:Iteration 13Q (31656.070000 sec): 3 clusters
  Score: Raw -231489.529029 + Penalty 2590.378345 = -228899.150684
  nChanged 20
		SP:Iteration 14Q (31656.230000 sec): 3 clusters
  Score: Raw -231500.475517 + Penalty 2590.378345 = -228910.097172
  nChanged 22
		SP:Iteration 15Q (31656.390000 sec): 3 clusters
  Score: Raw -231515.690247 + Penalty 2590.378345 = -228925.311902
  nChanged 20
		SP:Iteration 16Q (31656.570000 sec): 3 clusters
  Score: Raw -231527.036910 + Penalty 2590.378345 = -228936.658566
  nChanged 17
		SP:Iteration 17Q (31656.720000 sec): 3 clusters
  Score: Raw -231536.950710 + Penalty 2590.378345 = -228946.572365
  nChanged 16
		SP:Iteration 18Q (31656.880000 sec): 3 clusters
  Score: Raw -231550.649065 + Penalty 2590.378345 = -228960.270720
  nChanged 12
		SP:Iteration 19Q (31657.010000 sec): 3 clusters
  Score: Raw -231555.396094 + Penalty 2590.378345 = -228965.017750
  nChanged 8
		SP:Iteration 20F (31657.170000 sec): 3 clusters
  Score: Raw -231559.555512 + Penalty 2590.378345 = -228969.177167
  nChanged 14
		SP:Iteration 21Q (31657.340000 sec): 3 clusters
  Score: Raw -231568.263621 + Penalty 2590.378345 = -228977.885276
  nChanged 14
		SP:Iteration 22Q (31657.480000 sec): 3 clusters
  Score: Raw -231575.059619 + Penalty 2590.378345 = -228984.681274
  nChanged 19
		SP:Iteration 23Q (31657.690000 sec): 3 clusters
  Score: Raw -231582.951921 + Penalty 2590.378345 = -228992.573576
  nChanged 19
		SP:Iteration 24Q (31657.870000 sec): 3 clusters
  Score: Raw -231595.830984 + Penalty 2590.378345 = -229005.452639
  nChanged 23
		SP:Iteration 25Q (31658.000000 sec): 3 clusters
  Score: Raw -231614.577316 + Penalty 2590.378345 = -229024.198971
  nChanged 23
		SP:Iteration 26Q (31658.130000 sec): 3 clusters
  Score: Raw -231628.465442 + Penalty 2590.378345 = -229038.087098
  nChanged 26
		SP:Iteration 27Q (31658.330000 sec): 3 clusters
  Score: Raw -231648.156414 + Penalty 2590.378345 = -229057.778069
  nChanged 23
		SP:Iteration 28Q (31658.440000 sec): 3 clusters
  Score: Raw -231661.106342 + Penalty 2590.378345 = -229070.727997
  nChanged 16
		SP:Iteration 29Q (31658.600000 sec): 3 clusters
  Score: Raw -231671.881383 + Penalty 2590.378345 = -229081.503038
  nChanged 23
		SP:Iteration 30Q (31658.760000 sec): 3 clusters
  Score: Raw -231683.655881 + Penalty 2590.378345 = -229093.277536
  nChanged 15
		SP:Iteration 31Q (31658.920000 sec): 3 clusters
  Score: Raw -231694.492224 + Penalty 2590.378345 = -229104.113879
  nChanged 23
		SP:Iteration 32Q (31659.060000 sec): 3 clusters
  Score: Raw -231712.077271 + Penalty 2590.378345 = -229121.698926
  nChanged 25
		SP:Iteration 33Q (31659.220000 sec): 3 clusters
  Score: Raw -231729.428410 + Penalty 2590.378345 = -229139.050066
  nChanged 27
		SP:Iteration 34Q (31659.400000 sec): 3 clusters
  Score: Raw -231752.694003 + Penalty 2590.378345 = -229162.315658
  nChanged 32
		SP:Iteration 35Q (31659.540000 sec): 3 clusters
  Score: Raw -231781.799143 + Penalty 2590.378345 = -229191.420798
  nChanged 37
		SP:Iteration 36Q (31659.700000 sec): 3 clusters
  Score: Raw -231810.063413 + Penalty 2590.378345 = -229219.685069
  nChanged 31
		SP:Iteration 37Q (31659.900000 sec): 3 clusters
  Score: Raw -231829.029421 + Penalty 2590.378345 = -229238.651076
  nChanged 23
		SP:Iteration 38Q (31660.110000 sec): 3 clusters
  Score: Raw -231839.904490 + Penalty 2590.378345 = -229249.526145
  nChanged 19
		SP:Iteration 39Q (31660.250000 sec): 3 clusters
  Score: Raw -231853.338264 + Penalty 2590.378345 = -229262.959919
  nChanged 17
		SP:Iteration 40F (31660.380000 sec): 3 clusters
  Score: Raw -231859.495883 + Penalty 2590.378345 = -229269.117538
  nChanged 7
		SP:Iteration 41Q (31660.560000 sec): 3 clusters
  Score: Raw -231861.641881 + Penalty 2590.378345 = -229271.263536
  nChanged 4
		SP:Iteration 42Q (31660.700000 sec): 3 clusters
  Score: Raw -231863.349523 + Penalty 2590.378345 = -229272.971178
  nChanged 3
		SP:Iteration 43Q (31660.870000 sec): 3 clusters
  Score: Raw -231865.178203 + Penalty 2590.378345 = -229274.799858
  nChanged 5
		SP:Iteration 44Q (31661.000000 sec): 3 clusters
  Score: Raw -231867.247532 + Penalty 2590.378345 = -229276.869187
  nChanged 3
		SP:Iteration 45Q (31661.160000 sec): 3 clusters
  Score: Raw -231868.771509 + Penalty 2590.378345 = -229278.393164
  nChanged 2
		SP:Iteration 46Q (31661.330000 sec): 3 clusters
  Score: Raw -231869.664839 + Penalty 2590.378345 = -229279.286494
  nChanged 6
		SP:Iteration 47Q (31661.490000 sec): 3 clusters
  Score: Raw -231872.588474 + Penalty 2590.378345 = -229282.210130
  nChanged 3
		SP:Iteration 48Q (31661.640000 sec): 3 clusters
  Score: Raw -231873.988459 + Penalty 2590.378345 = -229283.610114
  nChanged 7
		SP:Iteration 49Q (31661.800000 sec): 3 clusters
  Score: Raw -231877.750683 + Penalty 2590.378345 = -229287.372338
  nChanged 5
		SP:Iteration 50Q (31662.020000 sec): 3 clusters
  Score: Raw -231881.357426 + Penalty 2590.378345 = -229290.979082
  nChanged 6
		SP:Iteration 51Q (31662.210000 sec): 3 clusters
  Score: Raw -231883.508787 + Penalty 2590.378345 = -229293.130443
  nChanged 2
		SP:Iteration 52Q (31662.360000 sec): 3 clusters
  Score: Raw -231884.073918 + Penalty 2590.378345 = -229293.695573
  nChanged 3
		SP:Iteration 53Q (31662.510000 sec): 3 clusters
  Score: Raw -231885.127370 + Penalty 2590.378345 = -229294.749026
  nChanged 1
		SP:Iteration 54Q (31662.670000 sec): 3 clusters
  Score: Raw -231885.279679 + Penalty 2590.378345 = -229294.901334
  nChanged 0
		SP:Iteration 55F (31662.850000 sec): 3 clusters
  Score: Raw -231885.279679 + Penalty 2590.378345 = -229294.901334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (4113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31662.960000 sec): 2 clusters
  Score: Raw -334623.489491 + Penalty 1352.310045 = -333271.179446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31663.130000 sec): 3 clusters
  Score: Raw -332544.250947 + Penalty 2704.620090 = -329839.630857
  nChanged 1640
		SP:Iteration 1F (31663.320000 sec): 3 clusters
  Score: Raw -333565.319436 + Penalty 2704.620090 = -330860.699347
  nChanged 346
		SP:Iteration 2F (31663.490000 sec): 3 clusters
  Score: Raw -333828.591941 + Penalty 2704.620090 = -331123.971851
  nChanged 306
		SP:Iteration 3F (31663.700000 sec): 3 clusters
  Score: Raw -334084.414047 + Penalty 2704.620090 = -331379.793957
  nChanged 230
		SP:Iteration 4F (31663.830000 sec): 3 clusters
  Score: Raw -334273.819194 + Penalty 2704.620090 = -331569.199104
  nChanged 199
		SP:Iteration 5Q (31663.970000 sec): 3 clusters
  Score: Raw -334430.325261 + Penalty 2704.620090 = -331725.705171
  nChanged 163
		SP:Iteration 6Q (31664.120000 sec): 3 clusters
  Score: Raw -334561.769185 + Penalty 2704.620090 = -331857.149096
  nChanged 143
		SP:Iteration 7Q (31664.290000 sec): 3 clusters
  Score: Raw -334698.797292 + Penalty 2704.620090 = -331994.177203
  nChanged 126
		SP:Iteration 8Q (31664.430000 sec): 3 clusters
  Score: Raw -334819.599723 + Penalty 2704.620090 = -332114.979633
  nChanged 141
		SP:Iteration 9Q (31664.590000 sec): 3 clusters
  Score: Raw -334964.947646 + Penalty 2704.620090 = -332260.327556
  nChanged 125
		SP:Iteration 10Q (31664.760000 sec): 3 clusters
  Score: Raw -335086.664645 + Penalty 2704.620090 = -332382.044556
  nChanged 115
		SP:Iteration 11Q (31664.910000 sec): 3 clusters
  Score: Raw -335192.179001 + Penalty 2704.620090 = -332487.558911
  nChanged 99
		SP:Iteration 12Q (31665.070000 sec): 3 clusters
  Score: Raw -335252.091898 + Penalty 2704.620090 = -332547.471808
  nChanged 80
		SP:Iteration 13Q (31665.230000 sec): 3 clusters
  Score: Raw -335321.401162 + Penalty 2704.620090 = -332616.781073
  nChanged 90
		SP:Iteration 14Q (31665.390000 sec): 3 clusters
  Score: Raw -335411.035644 + Penalty 2704.620090 = -332706.415554
  nChanged 100
		SP:Iteration 15Q (31665.550000 sec): 3 clusters
  Score: Raw -335560.209609 + Penalty 2704.620090 = -332855.589520
  nChanged 105
		SP:Iteration 16Q (31665.710000 sec): 3 clusters
  Score: Raw -335819.595203 + Penalty 2704.620090 = -333114.975114
  nChanged 103
		SP:Iteration 17Q (31665.900000 sec): 3 clusters
  Score: Raw -336152.051472 + Penalty 2704.620090 = -333447.431382
  nChanged 65
		SP:Iteration 18Q (31666.030000 sec): 3 clusters
  Score: Raw -336287.493072 + Penalty 2704.620090 = -333582.872982
  nChanged 51
		SP:Iteration 19Q (31666.190000 sec): 3 clusters
  Score: Raw -336349.664716 + Penalty 2704.620090 = -333645.044626
  nChanged 25
		SP:Iteration 20F (31666.350000 sec): 3 clusters
  Score: Raw -336366.531363 + Penalty 2704.620090 = -333661.911274
  nChanged 14
		SP:Iteration 21Q (31666.480000 sec): 3 clusters
  Score: Raw -336373.486265 + Penalty 2704.620090 = -333668.866175
  nChanged 5
		SP:Iteration 22Q (31666.630000 sec): 3 clusters
  Score: Raw -336374.717767 + Penalty 2704.620090 = -333670.097677
  nChanged 2
		SP:Iteration 23Q (31666.810000 sec): 3 clusters
  Score: Raw -336375.605300 + Penalty 2704.620090 = -333670.985211
  nChanged 0
		SP:Iteration 24F (31666.960000 sec): 3 clusters
  Score: Raw -336375.605300 + Penalty 2704.620090 = -333670.985211
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31667.020000 sec): 2 clusters
  Score: Raw -8168.661088 + Penalty 795.898967 = -7372.762121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31667.180000 sec): 3 clusters
  Score: Raw -8319.869903 + Penalty 1591.797935 = -6728.071968
  nChanged 12
		SP:Iteration 1F (31667.390000 sec): 3 clusters
  Score: Raw -8361.563946 + Penalty 1591.797935 = -6769.766011
  nChanged 4
		SP:Iteration 2Q (31667.530000 sec): 3 clusters
  Score: Raw -8376.284094 + Penalty 1591.797935 = -6784.486159
  nChanged 3
		SP:Iteration 3Q (31667.690000 sec): 3 clusters
  Score: Raw -8387.612532 + Penalty 1591.797935 = -6795.814598
  nChanged 0
		SP:Iteration 4F (31667.830000 sec): 3 clusters
  Score: Raw -8387.612532 + Penalty 1591.797935 = -6795.814598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31667.930000 sec): 2 clusters
  Score: Raw -311271.363748 + Penalty 1341.276396 = -309930.087352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31668.100000 sec): 3 clusters
  Score: Raw -309377.004286 + Penalty 2682.552792 = -306694.451494
  nChanged 1502
		SP:Iteration 1F (31668.290000 sec): 3 clusters
  Score: Raw -310293.726218 + Penalty 2682.552792 = -307611.173426
  nChanged 320
		SP:Iteration 2F (31668.450000 sec): 3 clusters
  Score: Raw -310515.531565 + Penalty 2682.552792 = -307832.978773
  nChanged 229
		SP:Iteration 3F (31668.610000 sec): 3 clusters
  Score: Raw -310701.398007 + Penalty 2682.552792 = -308018.845215
  nChanged 199
		SP:Iteration 4F (31668.770000 sec): 3 clusters
  Score: Raw -310886.322688 + Penalty 2682.552792 = -308203.769896
  nChanged 177
		SP:Iteration 5Q (31668.930000 sec): 3 clusters
  Score: Raw -311033.422252 + Penalty 2682.552792 = -308350.869460
  nChanged 181
		SP:Iteration 6Q (31669.090000 sec): 3 clusters
  Score: Raw -311205.093973 + Penalty 2682.552792 = -308522.541181
  nChanged 184
		SP:Iteration 7Q (31669.250000 sec): 3 clusters
  Score: Raw -311370.729404 + Penalty 2682.552792 = -308688.176612
  nChanged 172
		SP:Iteration 8Q (31669.410000 sec): 3 clusters
  Score: Raw -311495.258347 + Penalty 2682.552792 = -308812.705555
  nChanged 142
		SP:Iteration 9Q (31669.590000 sec): 3 clusters
  Score: Raw -311582.391385 + Penalty 2682.552792 = -308899.838593
  nChanged 98
		SP:Iteration 10Q (31669.710000 sec): 3 clusters
  Score: Raw -311642.476261 + Penalty 2682.552792 = -308959.923469
  nChanged 79
		SP:Iteration 11Q (31669.840000 sec): 3 clusters
  Score: Raw -311682.769009 + Penalty 2682.552792 = -309000.216217
  nChanged 54
		SP:Iteration 12Q (31670.000000 sec): 3 clusters
  Score: Raw -311712.219648 + Penalty 2682.552792 = -309029.666856
  nChanged 50
		SP:Iteration 13Q (31670.130000 sec): 3 clusters
  Score: Raw -311736.176813 + Penalty 2682.552792 = -309053.624021
  nChanged 35
		SP:Iteration 14Q (31670.300000 sec): 3 clusters
  Score: Raw -311750.311096 + Penalty 2682.552792 = -309067.758305
  nChanged 30
		SP:Iteration 15Q (31670.450000 sec): 3 clusters
  Score: Raw -311760.291869 + Penalty 2682.552792 = -309077.739077
  nChanged 27
		SP:Iteration 16Q (31670.630000 sec): 3 clusters
  Score: Raw -311769.155127 + Penalty 2682.552792 = -309086.602335
  nChanged 19
		SP:Iteration 17Q (31670.790000 sec): 3 clusters
  Score: Raw -311774.701027 + Penalty 2682.552792 = -309092.148235
  nChanged 13
		SP:Iteration 18Q (31670.950000 sec): 3 clusters
  Score: Raw -311778.950490 + Penalty 2682.552792 = -309096.397698
  nChanged 14
		SP:Iteration 19Q (31671.150000 sec): 3 clusters
  Score: Raw -311783.476423 + Penalty 2682.552792 = -309100.923631
  nChanged 15
		SP:Iteration 20F (31671.280000 sec): 3 clusters
  Score: Raw -311786.551961 + Penalty 2682.552792 = -309103.999169
  nChanged 13
		SP:Iteration 21Q (31671.440000 sec): 3 clusters
  Score: Raw -311790.217439 + Penalty 2682.552792 = -309107.664648
  nChanged 8
		SP:Iteration 22Q (31671.610000 sec): 3 clusters
  Score: Raw -311792.167884 + Penalty 2682.552792 = -309109.615092
  nChanged 7
		SP:Iteration 23Q (31671.780000 sec): 3 clusters
  Score: Raw -311793.801258 + Penalty 2682.552792 = -309111.248466
  nChanged 5
		SP:Iteration 24Q (31671.900000 sec): 3 clusters
  Score: Raw -311794.618784 + Penalty 2682.552792 = -309112.065993
  nChanged 2
		SP:Iteration 25Q (31672.100000 sec): 3 clusters
  Score: Raw -311795.089346 + Penalty 2682.552792 = -309112.536554
  nChanged 3
		SP:Iteration 26Q (31672.260000 sec): 3 clusters
  Score: Raw -311795.961640 + Penalty 2682.552792 = -309113.408848
  nChanged 8
		SP:Iteration 27Q (31672.410000 sec): 3 clusters
  Score: Raw -311798.391434 + Penalty 2682.552792 = -309115.838642
  nChanged 5
		SP:Iteration 28Q (31672.580000 sec): 3 clusters
  Score: Raw -311800.111768 + Penalty 2682.552792 = -309117.558976
  nChanged 7
		SP:Iteration 29Q (31672.780000 sec): 3 clusters
  Score: Raw -311802.533168 + Penalty 2682.552792 = -309119.980376
  nChanged 4
		SP:Iteration 30Q (31672.900000 sec): 3 clusters
  Score: Raw -311803.743977 + Penalty 2682.552792 = -309121.191185
  nChanged 2
		SP:Iteration 31Q (31673.070000 sec): 3 clusters
  Score: Raw -311804.219137 + Penalty 2682.552792 = -309121.666345
  nChanged 1
		SP:Iteration 32Q (31673.240000 sec): 3 clusters
  Score: Raw -311804.354721 + Penalty 2682.552792 = -309121.801929
  nChanged 0
		SP:Iteration 33F (31673.410000 sec): 3 clusters
  Score: Raw -311804.354721 + Penalty 2682.552792 = -309121.801929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31673.500000 sec): 2 clusters
  Score: Raw -105531.088070 + Penalty 1180.063153 = -104351.024917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31673.640000 sec): 3 clusters
  Score: Raw -105009.014649 + Penalty 2360.126305 = -102648.888344
  nChanged 484
		SP:Iteration 1F (31673.780000 sec): 3 clusters
  Score: Raw -105420.690344 + Penalty 2360.126305 = -103060.564039
  nChanged 117
		SP:Iteration 2F (31673.940000 sec): 3 clusters
  Score: Raw -105578.537242 + Penalty 2360.126305 = -103218.410936
  nChanged 95
		SP:Iteration 3F (31674.040000 sec): 3 clusters
  Score: Raw -105711.710174 + Penalty 2360.126305 = -103351.583869
  nChanged 71
		SP:Iteration 4Q (31674.200000 sec): 3 clusters
  Score: Raw -105784.178462 + Penalty 2360.126305 = -103424.052157
  nChanged 56
		SP:Iteration 5Q (31674.370000 sec): 3 clusters
  Score: Raw -105850.396056 + Penalty 2360.126305 = -103490.269751
  nChanged 49
		SP:Iteration 6Q (31674.520000 sec): 3 clusters
  Score: Raw -105894.231422 + Penalty 2360.126305 = -103534.105117
  nChanged 27
		SP:Iteration 7Q (31674.680000 sec): 3 clusters
  Score: Raw -105920.273904 + Penalty 2360.126305 = -103560.147599
  nChanged 20
		SP:Iteration 8Q (31674.840000 sec): 3 clusters
  Score: Raw -105934.410486 + Penalty 2360.126305 = -103574.284181
  nChanged 12
		SP:Iteration 9Q (31675.000000 sec): 3 clusters
  Score: Raw -105948.645731 + Penalty 2360.126305 = -103588.519426
  nChanged 20
		SP:Iteration 10Q (31675.160000 sec): 3 clusters
  Score: Raw -105973.009137 + Penalty 2360.126305 = -103612.882832
  nChanged 20
		SP:Iteration 11Q (31675.280000 sec): 3 clusters
  Score: Raw -105989.809144 + Penalty 2360.126305 = -103629.682838
  nChanged 17
		SP:Iteration 12Q (31675.450000 sec): 3 clusters
  Score: Raw -106006.664095 + Penalty 2360.126305 = -103646.537790
  nChanged 18
		SP:Iteration 13Q (31675.590000 sec): 3 clusters
  Score: Raw -106031.291201 + Penalty 2360.126305 = -103671.164896
  nChanged 16
		SP:Iteration 14Q (31675.750000 sec): 3 clusters
  Score: Raw -106047.591408 + Penalty 2360.126305 = -103687.465103
  nChanged 12
		SP:Iteration 15Q (31675.920000 sec): 3 clusters
  Score: Raw -106057.923428 + Penalty 2360.126305 = -103697.797123
  nChanged 9
		SP:Iteration 16Q (31676.070000 sec): 3 clusters
  Score: Raw -106065.126098 + Penalty 2360.126305 = -103704.999793
  nChanged 4
		SP:Iteration 17Q (31676.230000 sec): 3 clusters
  Score: Raw -106066.824051 + Penalty 2360.126305 = -103706.697746
  nChanged 1
		SP:Iteration 18Q (31676.410000 sec): 3 clusters
  Score: Raw -106067.327075 + Penalty 2360.126305 = -103707.200770
  nChanged 0
		SP:Iteration 19F (31676.570000 sec): 3 clusters
  Score: Raw -106067.327075 + Penalty 2360.126305 = -103707.200770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31676.650000 sec): 2 clusters
  Score: Raw -39366.277809 + Penalty 1067.995913 = -38298.281895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31676.820000 sec): 3 clusters
  Score: Raw -39218.510241 + Penalty 2135.991826 = -37082.518415
  nChanged 199
		SP:Iteration 1F (31677.030000 sec): 3 clusters
  Score: Raw -39457.746808 + Penalty 2135.991826 = -37321.754981
  nChanged 56
		SP:Iteration 2F (31677.150000 sec): 3 clusters
  Score: Raw -39550.740206 + Penalty 2135.991826 = -37414.748380
  nChanged 34
		SP:Iteration 3Q (31677.300000 sec): 3 clusters
  Score: Raw -39605.758266 + Penalty 2135.991826 = -37469.766440
  nChanged 13
		SP:Iteration 4Q (31677.460000 sec): 3 clusters
  Score: Raw -39626.782761 + Penalty 2135.991826 = -37490.790934
  nChanged 14
		SP:Iteration 5Q (31677.640000 sec): 3 clusters
  Score: Raw -39647.829277 + Penalty 2135.991826 = -37511.837450
  nChanged 12
		SP:Iteration 6Q (31677.780000 sec): 3 clusters
  Score: Raw -39675.528315 + Penalty 2135.991826 = -37539.536488
  nChanged 19
		SP:Iteration 7Q (31677.960000 sec): 3 clusters
  Score: Raw -39717.489433 + Penalty 2135.991826 = -37581.497606
  nChanged 16
		SP:Iteration 8Q (31678.090000 sec): 3 clusters
  Score: Raw -39780.359117 + Penalty 2135.991826 = -37644.367291
  nChanged 19
		SP:Iteration 9Q (31678.260000 sec): 3 clusters
  Score: Raw -39815.172952 + Penalty 2135.991826 = -37679.181126
  nChanged 9
		SP:Iteration 10Q (31678.420000 sec): 3 clusters
  Score: Raw -39836.332528 + Penalty 2135.991826 = -37700.340701
  nChanged 6
		SP:Iteration 11Q (31678.580000 sec): 3 clusters
  Score: Raw -39852.007166 + Penalty 2135.991826 = -37716.015340
  nChanged 2
		SP:Iteration 12Q (31678.740000 sec): 3 clusters
  Score: Raw -39856.552529 + Penalty 2135.991826 = -37720.560703
  nChanged 1
		SP:Iteration 13Q (31678.900000 sec): 3 clusters
  Score: Raw -39859.655322 + Penalty 2135.991826 = -37723.663495
  nChanged 2
		SP:Iteration 14Q (31679.060000 sec): 3 clusters
  Score: Raw -39861.581690 + Penalty 2135.991826 = -37725.589864
  nChanged 1
		SP:Iteration 15Q (31679.240000 sec): 3 clusters
  Score: Raw -39863.587784 + Penalty 2135.991826 = -37727.595958
  nChanged 1
		SP:Iteration 16Q (31679.390000 sec): 3 clusters
  Score: Raw -39865.760001 + Penalty 2135.991826 = -37729.768175
  nChanged 0
		SP:Iteration 17F (31679.550000 sec): 3 clusters
  Score: Raw -39869.102317 + Penalty 2135.991826 = -37733.110490
  nChanged 1
		SP:Iteration 18Q (31679.690000 sec): 3 clusters
  Score: Raw -39874.544983 + Penalty 2135.991826 = -37738.553157
  nChanged 2
		SP:Iteration 19Q (31679.840000 sec): 3 clusters
  Score: Raw -39876.108869 + Penalty 2135.991826 = -37740.117042
  nChanged 0
		SP:Iteration 20F (31680.000000 sec): 3 clusters
  Score: Raw -39876.108869 + Penalty 2135.991826 = -37740.117042
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31680.100000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31680.240000 sec): 3 clusters
  Score: Raw -41626.083269 + Penalty 2014.505583 = -39611.577686
  nChanged 123
		SP:Iteration 1F (31680.400000 sec): 3 clusters
  Score: Raw -41779.327663 + Penalty 2014.505583 = -39764.822080
  nChanged 24
		SP:Iteration 2Q (31680.540000 sec): 3 clusters
  Score: Raw -41811.834862 + Penalty 2014.505583 = -39797.329279
  nChanged 12
		SP:Iteration 3Q (31680.710000 sec): 3 clusters
  Score: Raw -41840.659101 + Penalty 2014.505583 = -39826.153518
  nChanged 8
		SP:Iteration 4Q (31680.870000 sec): 3 clusters
  Score: Raw -41848.736359 + Penalty 2014.505583 = -39834.230776
  nChanged 2
		SP:Iteration 5Q (31681.070000 sec): 3 clusters
  Score: Raw -41850.631615 + Penalty 2014.505583 = -39836.126033
  nChanged 1
		SP:Iteration 6Q (31681.220000 sec): 3 clusters
  Score: Raw -41851.708868 + Penalty 2014.505583 = -39837.203285
  nChanged 1
		SP:Iteration 7Q (31681.360000 sec): 3 clusters
  Score: Raw -41852.612698 + Penalty 2014.505583 = -39838.107115
  nChanged 2
		SP:Iteration 8Q (31681.490000 sec): 3 clusters
  Score: Raw -41855.834378 + Penalty 2014.505583 = -39841.328795
  nChanged 3
		SP:Iteration 9Q (31681.630000 sec): 3 clusters
  Score: Raw -41858.370058 + Penalty 2014.505583 = -39843.864475
  nChanged 1
		SP:Iteration 10Q (31681.730000 sec): 3 clusters
  Score: Raw -41859.149723 + Penalty 2014.505583 = -39844.644140
  nChanged 1
		SP:Iteration 11Q (31681.900000 sec): 3 clusters
  Score: Raw -41860.739715 + Penalty 2014.505583 = -39846.234132
  nChanged 0
		SP:Iteration 12F (31682.110000 sec): 3 clusters
  Score: Raw -41860.739715 + Penalty 2014.505583 = -39846.234132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (6770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31682.240000 sec): 2 clusters
  Score: Raw -552994.451181 + Penalty 1433.291659 = -551561.159521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31682.380000 sec): 3 clusters
  Score: Raw -549393.537002 + Penalty 2866.583319 = -546526.953683
  nChanged 2797
		SP:Iteration 1F (31682.550000 sec): 3 clusters
  Score: Raw -550989.395305 + Penalty 2866.583319 = -548122.811986
  nChanged 495
		SP:Iteration 2F (31682.770000 sec): 3 clusters
  Score: Raw -551269.905612 + Penalty 2866.583319 = -548403.322293
  nChanged 435
		SP:Iteration 3F (31682.990000 sec): 3 clusters
  Score: Raw -551532.398955 + Penalty 2866.583319 = -548665.815636
  nChanged 393
		SP:Iteration 4F (31683.180000 sec): 3 clusters
  Score: Raw -551776.662947 + Penalty 2866.583319 = -548910.079628
  nChanged 355
		SP:Iteration 5F (31683.350000 sec): 3 clusters
  Score: Raw -552015.123368 + Penalty 2866.583319 = -549148.540049
  nChanged 296
		SP:Iteration 6Q (31683.510000 sec): 3 clusters
  Score: Raw -552169.801090 + Penalty 2866.583319 = -549303.217771
  nChanged 214
		SP:Iteration 7Q (31683.700000 sec): 3 clusters
  Score: Raw -552286.373974 + Penalty 2866.583319 = -549419.790655
  nChanged 220
		SP:Iteration 8Q (31683.910000 sec): 3 clusters
  Score: Raw -552418.260694 + Penalty 2866.583319 = -549551.677375
  nChanged 185
		SP:Iteration 9Q (31684.070000 sec): 3 clusters
  Score: Raw -552523.880984 + Penalty 2866.583319 = -549657.297665
  nChanged 161
		SP:Iteration 10Q (31684.310000 sec): 3 clusters
  Score: Raw -552627.958549 + Penalty 2866.583319 = -549761.375230
  nChanged 153
		SP:Iteration 11Q (31684.430000 sec): 3 clusters
  Score: Raw -552726.832909 + Penalty 2866.583319 = -549860.249590
  nChanged 134
		SP:Iteration 12Q (31684.630000 sec): 3 clusters
  Score: Raw -552805.561508 + Penalty 2866.583319 = -549938.978189
  nChanged 103
		SP:Iteration 13Q (31684.840000 sec): 3 clusters
  Score: Raw -552870.127550 + Penalty 2866.583319 = -550003.544231
  nChanged 79
		SP:Iteration 14Q (31685.040000 sec): 3 clusters
  Score: Raw -552918.273173 + Penalty 2866.583319 = -550051.689854
  nChanged 74
		SP:Iteration 15Q (31685.210000 sec): 3 clusters
  Score: Raw -552959.428418 + Penalty 2866.583319 = -550092.845099
  nChanged 55
		SP:Iteration 16Q (31685.410000 sec): 3 clusters
  Score: Raw -552990.141120 + Penalty 2866.583319 = -550123.557801
  nChanged 57
		SP:Iteration 17Q (31685.550000 sec): 3 clusters
  Score: Raw -553040.306301 + Penalty 2866.583319 = -550173.722982
  nChanged 69
		SP:Iteration 18Q (31685.730000 sec): 3 clusters
  Score: Raw -553108.194777 + Penalty 2866.583319 = -550241.611459
  nChanged 60
		SP:Iteration 19Q (31685.910000 sec): 3 clusters
  Score: Raw -553152.815233 + Penalty 2866.583319 = -550286.231914
  nChanged 54
		SP:Iteration 20F (31686.110000 sec): 3 clusters
  Score: Raw -553179.285568 + Penalty 2866.583319 = -550312.702249
  nChanged 44
		SP:Iteration 21Q (31686.310000 sec): 3 clusters
  Score: Raw -553208.018665 + Penalty 2866.583319 = -550341.435346
  nChanged 45
		SP:Iteration 22Q (31686.510000 sec): 3 clusters
  Score: Raw -553229.611408 + Penalty 2866.583319 = -550363.028089
  nChanged 41
		SP:Iteration 23Q (31686.680000 sec): 3 clusters
  Score: Raw -553250.043491 + Penalty 2866.583319 = -550383.460172
  nChanged 36
		SP:Iteration 24Q (31686.880000 sec): 3 clusters
  Score: Raw -553266.687760 + Penalty 2866.583319 = -550400.104441
  nChanged 37
		SP:Iteration 25Q (31687.060000 sec): 3 clusters
  Score: Raw -553282.144588 + Penalty 2866.583319 = -550415.561270
  nChanged 27
		SP:Iteration 26Q (31687.260000 sec): 3 clusters
  Score: Raw -553294.217095 + Penalty 2866.583319 = -550427.633776
  nChanged 28
		SP:Iteration 27Q (31687.440000 sec): 3 clusters
  Score: Raw -553303.782525 + Penalty 2866.583319 = -550437.199206
  nChanged 23
		SP:Iteration 28Q (31687.600000 sec): 3 clusters
  Score: Raw -553311.664801 + Penalty 2866.583319 = -550445.081482
  nChanged 18
		SP:Iteration 29Q (31687.800000 sec): 3 clusters
  Score: Raw -553317.082631 + Penalty 2866.583319 = -550450.499312
  nChanged 13
		SP:Iteration 30Q (31687.970000 sec): 3 clusters
  Score: Raw -553319.938793 + Penalty 2866.583319 = -550453.355474
  nChanged 10
		SP:Iteration 31Q (31688.150000 sec): 3 clusters
  Score: Raw -553323.026736 + Penalty 2866.583319 = -550456.443417
  nChanged 11
		SP:Iteration 32Q (31688.320000 sec): 3 clusters
  Score: Raw -553325.614626 + Penalty 2866.583319 = -550459.031307
  nChanged 7
		SP:Iteration 33Q (31688.530000 sec): 3 clusters
  Score: Raw -553326.987562 + Penalty 2866.583319 = -550460.404243
  nChanged 4
		SP:Iteration 34Q (31688.700000 sec): 3 clusters
  Score: Raw -553328.473501 + Penalty 2866.583319 = -550461.890182
  nChanged 6
		SP:Iteration 35Q (31688.910000 sec): 3 clusters
  Score: Raw -553330.998568 + Penalty 2866.583319 = -550464.415249
  nChanged 4
		SP:Iteration 36Q (31689.070000 sec): 3 clusters
  Score: Raw -553334.599217 + Penalty 2866.583319 = -550468.015898
  nChanged 12
		SP:Iteration 37Q (31689.250000 sec): 3 clusters
  Score: Raw -553338.374105 + Penalty 2866.583319 = -550471.790786
  nChanged 14
		SP:Iteration 38Q (31689.430000 sec): 3 clusters
  Score: Raw -553342.046325 + Penalty 2866.583319 = -550475.463006
  nChanged 13
		SP:Iteration 39Q (31689.610000 sec): 3 clusters
  Score: Raw -553346.563954 + Penalty 2866.583319 = -550479.980635
  nChanged 5
		SP:Iteration 40F (31689.800000 sec): 3 clusters
  Score: Raw -553348.907417 + Penalty 2866.583319 = -550482.324098
  nChanged 3
		SP:Iteration 41Q (31689.980000 sec): 3 clusters
  Score: Raw -553349.514835 + Penalty 2866.583319 = -550482.931516
  nChanged 4
		SP:Iteration 42Q (31690.150000 sec): 3 clusters
  Score: Raw -553350.678884 + Penalty 2866.583319 = -550484.095565
  nChanged 6
		SP:Iteration 43Q (31690.360000 sec): 3 clusters
  Score: Raw -553351.841968 + Penalty 2866.583319 = -550485.258649
  nChanged 3
		SP:Iteration 44Q (31690.490000 sec): 3 clusters
  Score: Raw -553352.227763 + Penalty 2866.583319 = -550485.644444
  nChanged 5
		SP:Iteration 45Q (31690.650000 sec): 3 clusters
  Score: Raw -553352.981503 + Penalty 2866.583319 = -550486.398184
  nChanged 4
		SP:Iteration 46Q (31690.830000 sec): 3 clusters
  Score: Raw -553353.489722 + Penalty 2866.583319 = -550486.906403
  nChanged 5
		SP:Iteration 47Q (31690.970000 sec): 3 clusters
  Score: Raw -553354.162707 + Penalty 2866.583319 = -550487.579388
  nChanged 7
		SP:Iteration 48Q (31691.190000 sec): 3 clusters
  Score: Raw -553355.080824 + Penalty 2866.583319 = -550488.497505
  nChanged 7
		SP:Iteration 49Q (31691.370000 sec): 3 clusters
  Score: Raw -553355.844873 + Penalty 2866.583319 = -550489.261554
  nChanged 6
		SP:Iteration 50Q (31691.550000 sec): 3 clusters
  Score: Raw -553356.516375 + Penalty 2866.583319 = -550489.933056
  nChanged 6
		SP:Iteration 51Q (31691.750000 sec): 3 clusters
  Score: Raw -553357.237383 + Penalty 2866.583319 = -550490.654064
  nChanged 4
		SP:Iteration 52Q (31691.970000 sec): 3 clusters
  Score: Raw -553357.894947 + Penalty 2866.583319 = -550491.311628
  nChanged 5
		SP:Iteration 53Q (31692.070000 sec): 3 clusters
  Score: Raw -553359.111734 + Penalty 2866.583319 = -550492.528415
  nChanged 6
		SP:Iteration 54Q (31692.240000 sec): 3 clusters
  Score: Raw -553359.932647 + Penalty 2866.583319 = -550493.349328
  nChanged 4
		SP:Iteration 55Q (31692.460000 sec): 3 clusters
  Score: Raw -553360.960316 + Penalty 2866.583319 = -550494.376997
  nChanged 5
		SP:Iteration 56Q (31692.620000 sec): 3 clusters
  Score: Raw -553362.956187 + Penalty 2866.583319 = -550496.372868
  nChanged 8
		SP:Iteration 57Q (31692.810000 sec): 3 clusters
  Score: Raw -553365.064091 + Penalty 2866.583319 = -550498.480772
  nChanged 6
		SP:Iteration 58Q (31692.990000 sec): 3 clusters
  Score: Raw -553366.514290 + Penalty 2866.583319 = -550499.930971
  nChanged 8
		SP:Iteration 59Q (31693.180000 sec): 3 clusters
  Score: Raw -553368.218932 + Penalty 2866.583319 = -550501.635614
  nChanged 8
		SP:Iteration 60F (31693.390000 sec): 3 clusters
  Score: Raw -553369.829267 + Penalty 2866.583319 = -550503.245948
  nChanged 7
		SP:Iteration 61Q (31693.590000 sec): 3 clusters
  Score: Raw -553370.541486 + Penalty 2866.583319 = -550503.958167
  nChanged 6
		SP:Iteration 62Q (31693.800000 sec): 3 clusters
  Score: Raw -553371.802584 + Penalty 2866.583319 = -550505.219265
  nChanged 4
		SP:Iteration 63Q (31693.950000 sec): 3 clusters
  Score: Raw -553372.450876 + Penalty 2866.583319 = -550505.867557
  nChanged 5
		SP:Iteration 64Q (31694.190000 sec): 3 clusters
  Score: Raw -553373.972784 + Penalty 2866.583319 = -550507.389465
  nChanged 5
		SP:Iteration 65Q (31694.350000 sec): 3 clusters
  Score: Raw -553375.436919 + Penalty 2866.583319 = -550508.853600
  nChanged 8
		SP:Iteration 66Q (31694.550000 sec): 3 clusters
  Score: Raw -553377.216505 + Penalty 2866.583319 = -550510.633186
  nChanged 4
		SP:Iteration 67Q (31694.750000 sec): 3 clusters
  Score: Raw -553378.745100 + Penalty 2866.583319 = -550512.161781
  nChanged 8
		SP:Iteration 68Q (31694.930000 sec): 3 clusters
  Score: Raw -553380.908254 + Penalty 2866.583319 = -550514.324935
  nChanged 7
		SP:Iteration 69Q (31695.110000 sec): 3 clusters
  Score: Raw -553382.307893 + Penalty 2866.583319 = -550515.724574
  nChanged 4
		SP:Iteration 70Q (31695.260000 sec): 3 clusters
  Score: Raw -553383.018748 + Penalty 2866.583319 = -550516.435429
  nChanged 1
		SP:Iteration 71Q (31695.440000 sec): 3 clusters
  Score: Raw -553383.265852 + Penalty 2866.583319 = -550516.682533
  nChanged 1
		SP:Iteration 72Q (31695.620000 sec): 3 clusters
  Score: Raw -553383.369519 + Penalty 2866.583319 = -550516.786201
  nChanged 1
		SP:Iteration 73Q (31695.810000 sec): 3 clusters
  Score: Raw -553383.510716 + Penalty 2866.583319 = -550516.927397
  nChanged 0
		SP:Iteration 74F (31696.050000 sec): 3 clusters
  Score: Raw -553383.510716 + Penalty 2866.583319 = -550516.927397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31696.160000 sec): 2 clusters
  Score: Raw -477833.738398 + Penalty 1402.314651 = -476431.423748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31696.310000 sec): 3 clusters
  Score: Raw -474925.086947 + Penalty 2804.629302 = -472120.457645
  nChanged 2233
		SP:Iteration 1F (31696.510000 sec): 3 clusters
  Score: Raw -476179.560330 + Penalty 2804.629302 = -473374.931028
  nChanged 404
		SP:Iteration 2F (31696.700000 sec): 3 clusters
  Score: Raw -476410.215226 + Penalty 2804.629302 = -473605.585924
  nChanged 291
		SP:Iteration 3F (31696.880000 sec): 3 clusters
  Score: Raw -476564.730890 + Penalty 2804.629302 = -473760.101588
  nChanged 231
		SP:Iteration 4Q (31697.070000 sec): 3 clusters
  Score: Raw -476694.621875 + Penalty 2804.629302 = -473889.992574
  nChanged 220
		SP:Iteration 5Q (31697.230000 sec): 3 clusters
  Score: Raw -476812.248935 + Penalty 2804.629302 = -474007.619634
  nChanged 202
		SP:Iteration 6Q (31697.420000 sec): 3 clusters
  Score: Raw -476936.249215 + Penalty 2804.629302 = -474131.619914
  nChanged 205
		SP:Iteration 7Q (31697.630000 sec): 3 clusters
  Score: Raw -477080.328986 + Penalty 2804.629302 = -474275.699684
  nChanged 232
		SP:Iteration 8Q (31697.890000 sec): 3 clusters
  Score: Raw -477234.730555 + Penalty 2804.629302 = -474430.101254
  nChanged 205
		SP:Iteration 9Q (31698.050000 sec): 3 clusters
  Score: Raw -477358.522557 + Penalty 2804.629302 = -474553.893256
  nChanged 176
		SP:Iteration 10Q (31698.230000 sec): 3 clusters
  Score: Raw -477454.493737 + Penalty 2804.629302 = -474649.864435
  nChanged 148
		SP:Iteration 11Q (31698.410000 sec): 3 clusters
  Score: Raw -477532.836054 + Penalty 2804.629302 = -474728.206752
  nChanged 119
		SP:Iteration 12Q (31698.550000 sec): 3 clusters
  Score: Raw -477586.460223 + Penalty 2804.629302 = -474781.830922
  nChanged 80
		SP:Iteration 13Q (31698.710000 sec): 3 clusters
  Score: Raw -477619.232799 + Penalty 2804.629302 = -474814.603498
  nChanged 73
		SP:Iteration 14Q (31698.890000 sec): 3 clusters
  Score: Raw -477644.186201 + Penalty 2804.629302 = -474839.556900
  nChanged 60
		SP:Iteration 15Q (31699.080000 sec): 3 clusters
  Score: Raw -477665.692335 + Penalty 2804.629302 = -474861.063033
  nChanged 51
		SP:Iteration 16Q (31699.280000 sec): 3 clusters
  Score: Raw -477681.345198 + Penalty 2804.629302 = -474876.715896
  nChanged 43
		SP:Iteration 17Q (31699.460000 sec): 3 clusters
  Score: Raw -477693.782308 + Penalty 2804.629302 = -474889.153006
  nChanged 37
		SP:Iteration 18Q (31699.640000 sec): 3 clusters
  Score: Raw -477704.993456 + Penalty 2804.629302 = -474900.364154
  nChanged 32
		SP:Iteration 19Q (31699.810000 sec): 3 clusters
  Score: Raw -477716.587663 + Penalty 2804.629302 = -474911.958361
  nChanged 29
		SP:Iteration 20F (31700.010000 sec): 3 clusters
  Score: Raw -477726.901804 + Penalty 2804.629302 = -474922.272503
  nChanged 31
		SP:Iteration 21Q (31700.200000 sec): 3 clusters
  Score: Raw -477741.459808 + Penalty 2804.629302 = -474936.830507
  nChanged 31
		SP:Iteration 22Q (31700.410000 sec): 3 clusters
  Score: Raw -477754.917431 + Penalty 2804.629302 = -474950.288129
  nChanged 47
		SP:Iteration 23Q (31700.610000 sec): 3 clusters
  Score: Raw -477774.333437 + Penalty 2804.629302 = -474969.704135
  nChanged 42
		SP:Iteration 24Q (31700.780000 sec): 3 clusters
  Score: Raw -477786.738977 + Penalty 2804.629302 = -474982.109675
  nChanged 25
		SP:Iteration 25Q (31700.950000 sec): 3 clusters
  Score: Raw -477793.384965 + Penalty 2804.629302 = -474988.755664
  nChanged 25
		SP:Iteration 26Q (31701.170000 sec): 3 clusters
  Score: Raw -477798.320014 + Penalty 2804.629302 = -474993.690712
  nChanged 20
		SP:Iteration 27Q (31701.320000 sec): 3 clusters
  Score: Raw -477803.014681 + Penalty 2804.629302 = -474998.385379
  nChanged 21
		SP:Iteration 28Q (31701.480000 sec): 3 clusters
  Score: Raw -477807.567673 + Penalty 2804.629302 = -475002.938371
  nChanged 17
		SP:Iteration 29Q (31701.670000 sec): 3 clusters
  Score: Raw -477811.448009 + Penalty 2804.629302 = -475006.818707
  nChanged 15
		SP:Iteration 30Q (31701.850000 sec): 3 clusters
  Score: Raw -477814.755276 + Penalty 2804.629302 = -475010.125974
  nChanged 10
		SP:Iteration 31Q (31702.070000 sec): 3 clusters
  Score: Raw -477816.524034 + Penalty 2804.629302 = -475011.894732
  nChanged 5
		SP:Iteration 32Q (31702.220000 sec): 3 clusters
  Score: Raw -477817.492928 + Penalty 2804.629302 = -475012.863627
  nChanged 2
		SP:Iteration 33Q (31702.440000 sec): 3 clusters
  Score: Raw -477818.014285 + Penalty 2804.629302 = -475013.384983
  nChanged 6
		SP:Iteration 34Q (31702.610000 sec): 3 clusters
  Score: Raw -477819.242977 + Penalty 2804.629302 = -475014.613675
  nChanged 5
		SP:Iteration 35Q (31702.780000 sec): 3 clusters
  Score: Raw -477819.935752 + Penalty 2804.629302 = -475015.306450
  nChanged 2
		SP:Iteration 36Q (31702.900000 sec): 3 clusters
  Score: Raw -477820.287304 + Penalty 2804.629302 = -475015.658003
  nChanged 3
		SP:Iteration 37Q (31703.130000 sec): 3 clusters
  Score: Raw -477820.733803 + Penalty 2804.629302 = -475016.104501
  nChanged 1
		SP:Iteration 38Q (31703.330000 sec): 3 clusters
  Score: Raw -477820.934734 + Penalty 2804.629302 = -475016.305433
  nChanged 2
		SP:Iteration 39Q (31703.490000 sec): 3 clusters
  Score: Raw -477821.195400 + Penalty 2804.629302 = -475016.566098
  nChanged 0
		SP:Iteration 40F (31703.700000 sec): 3 clusters
  Score: Raw -477821.195400 + Penalty 2804.629302 = -475016.566098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31703.800000 sec): 2 clusters
  Score: Raw -841139.483487 + Penalty 1495.342317 = -839644.141170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31704.070000 sec): 3 clusters
  Score: Raw -835564.439993 + Penalty 2990.684634 = -832573.755359
  nChanged 4252
		SP:Iteration 1F (31704.220000 sec): 3 clusters
  Score: Raw -838049.333925 + Penalty 2990.684634 = -835058.649290
  nChanged 716
		SP:Iteration 2F (31704.420000 sec): 3 clusters
  Score: Raw -838463.933309 + Penalty 2990.684634 = -835473.248675
  nChanged 670
		SP:Iteration 3F (31704.620000 sec): 3 clusters
  Score: Raw -838884.955870 + Penalty 2990.684634 = -835894.271236
  nChanged 620
		SP:Iteration 4F (31704.770000 sec): 3 clusters
  Score: Raw -839301.194147 + Penalty 2990.684634 = -836310.509513
  nChanged 558
		SP:Iteration 5F (31705.000000 sec): 3 clusters
  Score: Raw -839695.440765 + Penalty 2990.684634 = -836704.756131
  nChanged 488
		SP:Iteration 6Q (31705.220000 sec): 3 clusters
  Score: Raw -840055.780191 + Penalty 2990.684634 = -837065.095556
  nChanged 389
		SP:Iteration 7Q (31705.430000 sec): 3 clusters
  Score: Raw -840367.018144 + Penalty 2990.684634 = -837376.333509
  nChanged 337
		SP:Iteration 8Q (31705.630000 sec): 3 clusters
  Score: Raw -840639.219481 + Penalty 2990.684634 = -837648.534847
  nChanged 269
		SP:Iteration 9Q (31705.790000 sec): 3 clusters
  Score: Raw -840863.094221 + Penalty 2990.684634 = -837872.409587
  nChanged 161
		SP:Iteration 10Q (31706.030000 sec): 3 clusters
  Score: Raw -840989.580047 + Penalty 2990.684634 = -837998.895413
  nChanged 115
		SP:Iteration 11Q (31706.220000 sec): 3 clusters
  Score: Raw -841072.386286 + Penalty 2990.684634 = -838081.701651
  nChanged 89
		SP:Iteration 12Q (31706.410000 sec): 3 clusters
  Score: Raw -841137.820800 + Penalty 2990.684634 = -838147.136166
  nChanged 65
		SP:Iteration 13Q (31706.600000 sec): 3 clusters
  Score: Raw -841186.057709 + Penalty 2990.684634 = -838195.373075
  nChanged 57
		SP:Iteration 14Q (31706.780000 sec): 3 clusters
  Score: Raw -841221.915422 + Penalty 2990.684634 = -838231.230788
  nChanged 40
		SP:Iteration 15Q (31707.020000 sec): 3 clusters
  Score: Raw -841245.888635 + Penalty 2990.684634 = -838255.204001
  nChanged 35
		SP:Iteration 16Q (31707.240000 sec): 3 clusters
  Score: Raw -841270.596002 + Penalty 2990.684634 = -838279.911367
  nChanged 25
		SP:Iteration 17Q (31707.400000 sec): 3 clusters
  Score: Raw -841284.304197 + Penalty 2990.684634 = -838293.619563
  nChanged 20
		SP:Iteration 18Q (31707.580000 sec): 3 clusters
  Score: Raw -841296.183492 + Penalty 2990.684634 = -838305.498857
  nChanged 16
		SP:Iteration 19Q (31707.820000 sec): 3 clusters
  Score: Raw -841307.153540 + Penalty 2990.684634 = -838316.468906
  nChanged 15
		SP:Iteration 20F (31708.000000 sec): 3 clusters
  Score: Raw -841317.160511 + Penalty 2990.684634 = -838326.475877
  nChanged 21
		SP:Iteration 21Q (31708.180000 sec): 3 clusters
  Score: Raw -841331.397629 + Penalty 2990.684634 = -838340.712995
  nChanged 15
		SP:Iteration 22Q (31708.410000 sec): 3 clusters
  Score: Raw -841342.944775 + Penalty 2990.684634 = -838352.260141
  nChanged 15
		SP:Iteration 23Q (31708.640000 sec): 3 clusters
  Score: Raw -841354.872787 + Penalty 2990.684634 = -838364.188153
  nChanged 19
		SP:Iteration 24Q (31708.810000 sec): 3 clusters
  Score: Raw -841365.547474 + Penalty 2990.684634 = -838374.862840
  nChanged 4
		SP:Iteration 25Q (31709.040000 sec): 3 clusters
  Score: Raw -841368.542455 + Penalty 2990.684634 = -838377.857821
  nChanged 5
		SP:Iteration 26Q (31709.230000 sec): 3 clusters
  Score: Raw -841372.384548 + Penalty 2990.684634 = -838381.699913
  nChanged 4
		SP:Iteration 27Q (31709.480000 sec): 3 clusters
  Score: Raw -841375.103001 + Penalty 2990.684634 = -838384.418367
  nChanged 1
		SP:Iteration 28Q (31709.650000 sec): 3 clusters
  Score: Raw -841375.594216 + Penalty 2990.684634 = -838384.909582
  nChanged 1
		SP:Iteration 29Q (31709.900000 sec): 3 clusters
  Score: Raw -841376.153204 + Penalty 2990.684634 = -838385.468569
  nChanged 1
		SP:Iteration 30Q (31710.100000 sec): 3 clusters
  Score: Raw -841376.643414 + Penalty 2990.684634 = -838385.958780
  nChanged 1
		SP:Iteration 31Q (31710.280000 sec): 3 clusters
  Score: Raw -841377.496483 + Penalty 2990.684634 = -838386.811849
  nChanged 4
		SP:Iteration 32Q (31710.540000 sec): 3 clusters
  Score: Raw -841379.662058 + Penalty 2990.684634 = -838388.977424
  nChanged 2
		SP:Iteration 33Q (31710.680000 sec): 3 clusters
  Score: Raw -841381.229471 + Penalty 2990.684634 = -838390.544836
  nChanged 3
		SP:Iteration 34Q (31710.860000 sec): 3 clusters
  Score: Raw -841383.553724 + Penalty 2990.684634 = -838392.869089
  nChanged 4
		SP:Iteration 35Q (31711.100000 sec): 3 clusters
  Score: Raw -841386.439020 + Penalty 2990.684634 = -838395.754386
  nChanged 3
		SP:Iteration 36Q (31711.250000 sec): 3 clusters
  Score: Raw -841387.918350 + Penalty 2990.684634 = -838397.233715
  nChanged 5
		SP:Iteration 37Q (31711.450000 sec): 3 clusters
  Score: Raw -841391.510823 + Penalty 2990.684634 = -838400.826188
  nChanged 2
		SP:Iteration 38Q (31711.620000 sec): 3 clusters
  Score: Raw -841393.080678 + Penalty 2990.684634 = -838402.396043
  nChanged 3
		SP:Iteration 39Q (31711.850000 sec): 3 clusters
  Score: Raw -841395.209984 + Penalty 2990.684634 = -838404.525350
  nChanged 2
		SP:Iteration 40F (31712.050000 sec): 3 clusters
  Score: Raw -841396.573771 + Penalty 2990.684634 = -838405.889137
  nChanged 1
		SP:Iteration 41Q (31712.270000 sec): 3 clusters
  Score: Raw -841398.085464 + Penalty 2990.684634 = -838407.400829
  nChanged 4
		SP:Iteration 42Q (31712.430000 sec): 3 clusters
  Score: Raw -841402.452840 + Penalty 2990.684634 = -838411.768206
  nChanged 5
		SP:Iteration 43Q (31712.640000 sec): 3 clusters
  Score: Raw -841406.743144 + Penalty 2990.684634 = -838416.058510
  nChanged 4
		SP:Iteration 44Q (31712.850000 sec): 3 clusters
  Score: Raw -841409.829521 + Penalty 2990.684634 = -838419.144887
  nChanged 1
		SP:Iteration 45Q (31713.010000 sec): 3 clusters
  Score: Raw -841409.987579 + Penalty 2990.684634 = -838419.302945
  nChanged 0
		SP:Iteration 46F (31713.190000 sec): 3 clusters
  Score: Raw -841409.987579 + Penalty 2990.684634 = -838419.302945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31713.280000 sec): 2 clusters
  Score: Raw -198872.035919 + Penalty 1291.382846 = -197580.653074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31713.370000 sec): 3 clusters
  Score: Raw -197563.633501 + Penalty 2582.765691 = -194980.867810
  nChanged 1090
		SP:Iteration 1F (31713.510000 sec): 3 clusters
  Score: Raw -198363.158460 + Penalty 2582.765691 = -195780.392769
  nChanged 262
		SP:Iteration 2F (31713.680000 sec): 3 clusters
  Score: Raw -198580.806556 + Penalty 2582.765691 = -195998.040864
  nChanged 188
		SP:Iteration 3F (31713.820000 sec): 3 clusters
  Score: Raw -198735.128145 + Penalty 2582.765691 = -196152.362454
  nChanged 149
		SP:Iteration 4F (31713.990000 sec): 3 clusters
  Score: Raw -198845.672409 + Penalty 2582.765691 = -196262.906717
  nChanged 120
		SP:Iteration 5Q (31714.160000 sec): 3 clusters
  Score: Raw -198928.854367 + Penalty 2582.765691 = -196346.088676
  nChanged 93
		SP:Iteration 6Q (31714.340000 sec): 3 clusters
  Score: Raw -198995.549968 + Penalty 2582.765691 = -196412.784276
  nChanged 85
		SP:Iteration 7Q (31714.520000 sec): 3 clusters
  Score: Raw -199061.399197 + Penalty 2582.765691 = -196478.633505
  nChanged 85
		SP:Iteration 8Q (31714.720000 sec): 3 clusters
  Score: Raw -199114.533086 + Penalty 2582.765691 = -196531.767395
  nChanged 72
		SP:Iteration 9Q (31714.870000 sec): 3 clusters
  Score: Raw -199152.463312 + Penalty 2582.765691 = -196569.697621
  nChanged 66
		SP:Iteration 10Q (31715.080000 sec): 3 clusters
  Score: Raw -199200.588302 + Penalty 2582.765691 = -196617.822611
  nChanged 60
		SP:Iteration 11Q (31715.230000 sec): 3 clusters
  Score: Raw -199235.852154 + Penalty 2582.765691 = -196653.086462
  nChanged 46
		SP:Iteration 12Q (31715.440000 sec): 3 clusters
  Score: Raw -199271.398055 + Penalty 2582.765691 = -196688.632364
  nChanged 51
		SP:Iteration 13Q (31715.600000 sec): 3 clusters
  Score: Raw -199309.406353 + Penalty 2582.765691 = -196726.640662
  nChanged 49
		SP:Iteration 14Q (31715.750000 sec): 3 clusters
  Score: Raw -199343.121835 + Penalty 2582.765691 = -196760.356144
  nChanged 43
		SP:Iteration 15Q (31715.930000 sec): 3 clusters
  Score: Raw -199374.655325 + Penalty 2582.765691 = -196791.889634
  nChanged 36
		SP:Iteration 16Q (31716.140000 sec): 3 clusters
  Score: Raw -199395.399214 + Penalty 2582.765691 = -196812.633523
  nChanged 29
		SP:Iteration 17Q (31716.230000 sec): 3 clusters
  Score: Raw -199411.340177 + Penalty 2582.765691 = -196828.574486
  nChanged 18
		SP:Iteration 18Q (31716.370000 sec): 3 clusters
  Score: Raw -199420.813813 + Penalty 2582.765691 = -196838.048121
  nChanged 19
		SP:Iteration 19Q (31716.550000 sec): 3 clusters
  Score: Raw -199429.186756 + Penalty 2582.765691 = -196846.421065
  nChanged 19
		SP:Iteration 20F (31716.730000 sec): 3 clusters
  Score: Raw -199436.775817 + Penalty 2582.765691 = -196854.010126
  nChanged 18
		SP:Iteration 21Q (31716.880000 sec): 3 clusters
  Score: Raw -199444.705069 + Penalty 2582.765691 = -196861.939378
  nChanged 19
		SP:Iteration 22Q (31717.010000 sec): 3 clusters
  Score: Raw -199456.211959 + Penalty 2582.765691 = -196873.446268
  nChanged 23
		SP:Iteration 23Q (31717.190000 sec): 3 clusters
  Score: Raw -199477.018661 + Penalty 2582.765691 = -196894.252970
  nChanged 24
		SP:Iteration 24Q (31717.340000 sec): 3 clusters
  Score: Raw -199491.744099 + Penalty 2582.765691 = -196908.978408
  nChanged 33
		SP:Iteration 25Q (31717.490000 sec): 3 clusters
  Score: Raw -199508.365022 + Penalty 2582.765691 = -196925.599330
  nChanged 25
		SP:Iteration 26Q (31717.650000 sec): 3 clusters
  Score: Raw -199523.063099 + Penalty 2582.765691 = -196940.297408
  nChanged 29
		SP:Iteration 27Q (31717.790000 sec): 3 clusters
  Score: Raw -199537.670649 + Penalty 2582.765691 = -196954.904958
  nChanged 30
		SP:Iteration 28Q (31717.970000 sec): 3 clusters
  Score: Raw -199554.488794 + Penalty 2582.765691 = -196971.723103
  nChanged 32
		SP:Iteration 29Q (31718.120000 sec): 3 clusters
  Score: Raw -199572.015192 + Penalty 2582.765691 = -196989.249500
  nChanged 31
		SP:Iteration 30Q (31718.310000 sec): 3 clusters
  Score: Raw -199597.898139 + Penalty 2582.765691 = -197015.132448
  nChanged 33
		SP:Iteration 31Q (31718.440000 sec): 3 clusters
  Score: Raw -199622.730174 + Penalty 2582.765691 = -197039.964483
  nChanged 40
		SP:Iteration 32Q (31718.610000 sec): 3 clusters
  Score: Raw -199645.585708 + Penalty 2582.765691 = -197062.820017
  nChanged 38
		SP:Iteration 33Q (31718.730000 sec): 3 clusters
  Score: Raw -199667.817900 + Penalty 2582.765691 = -197085.052209
  nChanged 29
		SP:Iteration 34Q (31718.890000 sec): 3 clusters
  Score: Raw -199688.411975 + Penalty 2582.765691 = -197105.646284
  nChanged 25
		SP:Iteration 35Q (31719.000000 sec): 3 clusters
  Score: Raw -199698.693252 + Penalty 2582.765691 = -197115.927561
  nChanged 14
		SP:Iteration 36Q (31719.180000 sec): 3 clusters
  Score: Raw -199705.432096 + Penalty 2582.765691 = -197122.666405
  nChanged 11
		SP:Iteration 37Q (31719.350000 sec): 3 clusters
  Score: Raw -199710.524398 + Penalty 2582.765691 = -197127.758707
  nChanged 9
		SP:Iteration 38Q (31719.490000 sec): 3 clusters
  Score: Raw -199715.546974 + Penalty 2582.765691 = -197132.781282
  nChanged 13
		SP:Iteration 39Q (31719.710000 sec): 3 clusters
  Score: Raw -199723.850020 + Penalty 2582.765691 = -197141.084328
  nChanged 12
		SP:Iteration 40F (31719.850000 sec): 3 clusters
  Score: Raw -199731.277073 + Penalty 2582.765691 = -197148.511382
  nChanged 12
		SP:Iteration 41Q (31720.030000 sec): 3 clusters
  Score: Raw -199736.715381 + Penalty 2582.765691 = -197153.949690
  nChanged 10
		SP:Iteration 42Q (31720.190000 sec): 3 clusters
  Score: Raw -199740.340903 + Penalty 2582.765691 = -197157.575212
  nChanged 10
		SP:Iteration 43Q (31720.390000 sec): 3 clusters
  Score: Raw -199745.524014 + Penalty 2582.765691 = -197162.758322
  nChanged 16
		SP:Iteration 44Q (31720.520000 sec): 3 clusters
  Score: Raw -199757.950707 + Penalty 2582.765691 = -197175.185016
  nChanged 20
		SP:Iteration 45Q (31720.670000 sec): 3 clusters
  Score: Raw -199773.587806 + Penalty 2582.765691 = -197190.822115
  nChanged 23
		SP:Iteration 46Q (31720.780000 sec): 3 clusters
  Score: Raw -199794.182650 + Penalty 2582.765691 = -197211.416959
  nChanged 19
		SP:Iteration 47Q (31720.930000 sec): 3 clusters
  Score: Raw -199820.595613 + Penalty 2582.765691 = -197237.829921
  nChanged 24
		SP:Iteration 48Q (31721.090000 sec): 3 clusters
  Score: Raw -199851.089835 + Penalty 2582.765691 = -197268.324144
  nChanged 17
		SP:Iteration 49Q (31721.200000 sec): 3 clusters
  Score: Raw -199886.575185 + Penalty 2582.765691 = -197303.809494
  nChanged 18
		SP:Iteration 50Q (31721.350000 sec): 3 clusters
  Score: Raw -199903.378200 + Penalty 2582.765691 = -197320.612509
  nChanged 12
		SP:Iteration 51Q (31721.440000 sec): 3 clusters
  Score: Raw -199908.715812 + Penalty 2582.765691 = -197325.950120
  nChanged 5
		SP:Iteration 52Q (31721.570000 sec): 3 clusters
  Score: Raw -199911.003743 + Penalty 2582.765691 = -197328.238052
  nChanged 4
		SP:Iteration 53Q (31721.690000 sec): 3 clusters
  Score: Raw -199911.848747 + Penalty 2582.765691 = -197329.083056
  nChanged 0
		SP:Iteration 54F (31721.850000 sec): 3 clusters
  Score: Raw -199911.848747 + Penalty 2582.765691 = -197329.083056
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31721.940000 sec): 2 clusters
  Score: Raw -290487.946930 + Penalty 1334.894573 = -289153.052357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31722.090000 sec): 3 clusters
  Score: Raw -288646.625976 + Penalty 2669.789146 = -285976.836830
  nChanged 1451
		SP:Iteration 1F (31722.230000 sec): 3 clusters
  Score: Raw -289546.328452 + Penalty 2669.789146 = -286876.539306
  nChanged 277
		SP:Iteration 2F (31722.410000 sec): 3 clusters
  Score: Raw -289690.328096 + Penalty 2669.789146 = -287020.538951
  nChanged 188
		SP:Iteration 3F (31722.600000 sec): 3 clusters
  Score: Raw -289776.378235 + Penalty 2669.789146 = -287106.589089
  nChanged 124
		SP:Iteration 4Q (31722.770000 sec): 3 clusters
  Score: Raw -289827.178955 + Penalty 2669.789146 = -287157.389809
  nChanged 102
		SP:Iteration 5Q (31722.990000 sec): 3 clusters
  Score: Raw -289873.664659 + Penalty 2669.789146 = -287203.875513
  nChanged 79
		SP:Iteration 6Q (31723.110000 sec): 3 clusters
  Score: Raw -289901.214659 + Penalty 2669.789146 = -287231.425513
  nChanged 69
		SP:Iteration 7Q (31723.250000 sec): 3 clusters
  Score: Raw -289928.917066 + Penalty 2669.789146 = -287259.127920
  nChanged 55
		SP:Iteration 8Q (31723.410000 sec): 3 clusters
  Score: Raw -289952.528561 + Penalty 2669.789146 = -287282.739415
  nChanged 52
		SP:Iteration 9Q (31723.560000 sec): 3 clusters
  Score: Raw -289977.070668 + Penalty 2669.789146 = -287307.281522
  nChanged 52
		SP:Iteration 10Q (31723.700000 sec): 3 clusters
  Score: Raw -289997.140889 + Penalty 2669.789146 = -287327.351744
  nChanged 46
		SP:Iteration 11Q (31723.860000 sec): 3 clusters
  Score: Raw -290016.205062 + Penalty 2669.789146 = -287346.415916
  nChanged 48
		SP:Iteration 12Q (31724.010000 sec): 3 clusters
  Score: Raw -290032.456335 + Penalty 2669.789146 = -287362.667189
  nChanged 35
		SP:Iteration 13Q (31724.210000 sec): 3 clusters
  Score: Raw -290047.405150 + Penalty 2669.789146 = -287377.616005
  nChanged 30
		SP:Iteration 14Q (31724.380000 sec): 3 clusters
  Score: Raw -290060.616555 + Penalty 2669.789146 = -287390.827409
  nChanged 25
		SP:Iteration 15Q (31724.520000 sec): 3 clusters
  Score: Raw -290070.923956 + Penalty 2669.789146 = -287401.134810
  nChanged 37
		SP:Iteration 16Q (31724.710000 sec): 3 clusters
  Score: Raw -290084.083469 + Penalty 2669.789146 = -287414.294323
  nChanged 44
		SP:Iteration 17Q (31724.900000 sec): 3 clusters
  Score: Raw -290099.819719 + Penalty 2669.789146 = -287430.030573
  nChanged 42
		SP:Iteration 18Q (31725.100000 sec): 3 clusters
  Score: Raw -290123.113005 + Penalty 2669.789146 = -287453.323859
  nChanged 62
		SP:Iteration 19Q (31725.270000 sec): 3 clusters
  Score: Raw -290151.989306 + Penalty 2669.789146 = -287482.200160
  nChanged 52
		SP:Iteration 20F (31725.450000 sec): 3 clusters
  Score: Raw -290169.141435 + Penalty 2669.789146 = -287499.352289
  nChanged 31
		SP:Iteration 21Q (31725.590000 sec): 3 clusters
  Score: Raw -290180.917602 + Penalty 2669.789146 = -287511.128456
  nChanged 28
		SP:Iteration 22Q (31725.760000 sec): 3 clusters
  Score: Raw -290192.356311 + Penalty 2669.789146 = -287522.567166
  nChanged 34
		SP:Iteration 23Q (31725.920000 sec): 3 clusters
  Score: Raw -290207.238959 + Penalty 2669.789146 = -287537.449813
  nChanged 34
		SP:Iteration 24Q (31726.110000 sec): 3 clusters
  Score: Raw -290221.362476 + Penalty 2669.789146 = -287551.573330
  nChanged 35
		SP:Iteration 25Q (31726.300000 sec): 3 clusters
  Score: Raw -290233.341197 + Penalty 2669.789146 = -287563.552051
  nChanged 32
		SP:Iteration 26Q (31726.450000 sec): 3 clusters
  Score: Raw -290246.129132 + Penalty 2669.789146 = -287576.339986
  nChanged 28
		SP:Iteration 27Q (31726.670000 sec): 3 clusters
  Score: Raw -290261.172254 + Penalty 2669.789146 = -287591.383108
  nChanged 33
		SP:Iteration 28Q (31726.810000 sec): 3 clusters
  Score: Raw -290274.531881 + Penalty 2669.789146 = -287604.742736
  nChanged 31
		SP:Iteration 29Q (31727.000000 sec): 3 clusters
  Score: Raw -290284.455132 + Penalty 2669.789146 = -287614.665987
  nChanged 26
		SP:Iteration 30Q (31727.150000 sec): 3 clusters
  Score: Raw -290293.199308 + Penalty 2669.789146 = -287623.410162
  nChanged 24
		SP:Iteration 31Q (31727.320000 sec): 3 clusters
  Score: Raw -290304.116695 + Penalty 2669.789146 = -287634.327550
  nChanged 25
		SP:Iteration 32Q (31727.510000 sec): 3 clusters
  Score: Raw -290315.552296 + Penalty 2669.789146 = -287645.763150
  nChanged 29
		SP:Iteration 33Q (31727.620000 sec): 3 clusters
  Score: Raw -290328.364755 + Penalty 2669.789146 = -287658.575609
  nChanged 35
		SP:Iteration 34Q (31727.800000 sec): 3 clusters
  Score: Raw -290347.384626 + Penalty 2669.789146 = -287677.595480
  nChanged 44
		SP:Iteration 35Q (31727.950000 sec): 3 clusters
  Score: Raw -290371.736390 + Penalty 2669.789146 = -287701.947244
  nChanged 45
		SP:Iteration 36Q (31728.120000 sec): 3 clusters
  Score: Raw -290397.694679 + Penalty 2669.789146 = -287727.905533
  nChanged 54
		SP:Iteration 37Q (31728.280000 sec): 3 clusters
  Score: Raw -290423.581362 + Penalty 2669.789146 = -287753.792216
  nChanged 48
		SP:Iteration 38Q (31728.430000 sec): 3 clusters
  Score: Raw -290443.211308 + Penalty 2669.789146 = -287773.422163
  nChanged 34
		SP:Iteration 39Q (31728.640000 sec): 3 clusters
  Score: Raw -290455.897105 + Penalty 2669.789146 = -287786.107959
  nChanged 32
		SP:Iteration 40F (31728.790000 sec): 3 clusters
  Score: Raw -290467.702125 + Penalty 2669.789146 = -287797.912980
  nChanged 25
		SP:Iteration 41Q (31728.960000 sec): 3 clusters
  Score: Raw -290476.380828 + Penalty 2669.789146 = -287806.591682
  nChanged 23
		SP:Iteration 42Q (31729.070000 sec): 3 clusters
  Score: Raw -290487.567963 + Penalty 2669.789146 = -287817.778817
  nChanged 34
		SP:Iteration 43Q (31729.240000 sec): 3 clusters
  Score: Raw -290506.183195 + Penalty 2669.789146 = -287836.394049
  nChanged 30
		SP:Iteration 44Q (31729.440000 sec): 3 clusters
  Score: Raw -290520.412226 + Penalty 2669.789146 = -287850.623081
  nChanged 34
		SP:Iteration 45Q (31729.600000 sec): 3 clusters
  Score: Raw -290535.253691 + Penalty 2669.789146 = -287865.464545
  nChanged 34
		SP:Iteration 46Q (31729.770000 sec): 3 clusters
  Score: Raw -290551.390004 + Penalty 2669.789146 = -287881.600858
  nChanged 28
		SP:Iteration 47Q (31729.960000 sec): 3 clusters
  Score: Raw -290568.065131 + Penalty 2669.789146 = -287898.275985
  nChanged 30
		SP:Iteration 48Q (31730.120000 sec): 3 clusters
  Score: Raw -290586.335571 + Penalty 2669.789146 = -287916.546425
  nChanged 40
		SP:Iteration 49Q (31730.270000 sec): 3 clusters
  Score: Raw -290608.264040 + Penalty 2669.789146 = -287938.474894
  nChanged 50
		SP:Iteration 50Q (31730.380000 sec): 3 clusters
  Score: Raw -290636.022281 + Penalty 2669.789146 = -287966.233135
  nChanged 45
		SP:Iteration 51Q (31730.540000 sec): 3 clusters
  Score: Raw -290667.281937 + Penalty 2669.789146 = -287997.492791
  nChanged 57
		SP:Iteration 52Q (31730.720000 sec): 3 clusters
  Score: Raw -290715.648683 + Penalty 2669.789146 = -288045.859538
  nChanged 68
		SP:Iteration 53Q (31730.890000 sec): 3 clusters
  Score: Raw -290764.804376 + Penalty 2669.789146 = -288095.015230
  nChanged 73
		SP:Iteration 54Q (31731.050000 sec): 3 clusters
  Score: Raw -290833.158640 + Penalty 2669.789146 = -288163.369494
  nChanged 81
		SP:Iteration 55Q (31731.220000 sec): 3 clusters
  Score: Raw -290928.129749 + Penalty 2669.789146 = -288258.340603
  nChanged 103
		SP:Iteration 56Q (31731.380000 sec): 3 clusters
  Score: Raw -291061.075172 + Penalty 2669.789146 = -288391.286026
  nChanged 89
		SP:Iteration 57Q (31731.600000 sec): 3 clusters
  Score: Raw -291192.655594 + Penalty 2669.789146 = -288522.866448
  nChanged 84
		SP:Iteration 58Q (31731.740000 sec): 3 clusters
  Score: Raw -291307.234559 + Penalty 2669.789146 = -288637.445414
  nChanged 57
		SP:Iteration 59Q (31731.930000 sec): 3 clusters
  Score: Raw -291363.531520 + Penalty 2669.789146 = -288693.742375
  nChanged 27
		SP:Iteration 60F (31732.130000 sec): 3 clusters
  Score: Raw -291388.173330 + Penalty 2669.789146 = -288718.384184
  nChanged 13
		SP:Iteration 61Q (31732.330000 sec): 3 clusters
  Score: Raw -291395.756530 + Penalty 2669.789146 = -288725.967384
  nChanged 12
		SP:Iteration 62Q (31732.460000 sec): 3 clusters
  Score: Raw -291400.411629 + Penalty 2669.789146 = -288730.622483
  nChanged 8
		SP:Iteration 63Q (31732.620000 sec): 3 clusters
  Score: Raw -291404.028954 + Penalty 2669.789146 = -288734.239808
  nChanged 6
		SP:Iteration 64Q (31732.780000 sec): 3 clusters
  Score: Raw -291406.711151 + Penalty 2669.789146 = -288736.922005
  nChanged 4
		SP:Iteration 65Q (31732.960000 sec): 3 clusters
  Score: Raw -291409.259682 + Penalty 2669.789146 = -288739.470536
  nChanged 7
		SP:Iteration 66Q (31733.130000 sec): 3 clusters
  Score: Raw -291412.909161 + Penalty 2669.789146 = -288743.120016
  nChanged 7
		SP:Iteration 67Q (31733.320000 sec): 3 clusters
  Score: Raw -291415.920819 + Penalty 2669.789146 = -288746.131673
  nChanged 5
		SP:Iteration 68Q (31733.510000 sec): 3 clusters
  Score: Raw -291417.736539 + Penalty 2669.789146 = -288747.947393
  nChanged 0
		SP:Iteration 69F (31733.700000 sec): 3 clusters
  Score: Raw -291417.736539 + Penalty 2669.789146 = -288747.947393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31733.770000 sec): 2 clusters
  Score: Raw -58869.401770 + Penalty 1080.249361 = -57789.152409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31733.950000 sec): 3 clusters
  Score: Raw -58673.993897 + Penalty 2160.498721 = -56513.495175
  nChanged 216
		SP:Iteration 1F (31734.080000 sec): 3 clusters
  Score: Raw -58887.919241 + Penalty 2160.498721 = -56727.420520
  nChanged 47
		SP:Iteration 2F (31734.220000 sec): 3 clusters
  Score: Raw -58949.846170 + Penalty 2160.498721 = -56789.347449
  nChanged 26
		SP:Iteration 3Q (31734.390000 sec): 3 clusters
  Score: Raw -58979.307549 + Penalty 2160.498721 = -56818.808828
  nChanged 16
		SP:Iteration 4Q (31734.540000 sec): 3 clusters
  Score: Raw -58994.060727 + Penalty 2160.498721 = -56833.562005
  nChanged 5
		SP:Iteration 5Q (31734.720000 sec): 3 clusters
  Score: Raw -58997.231786 + Penalty 2160.498721 = -56836.733065
  nChanged 8
		SP:Iteration 6Q (31734.920000 sec): 3 clusters
  Score: Raw -59003.031654 + Penalty 2160.498721 = -56842.532933
  nChanged 9
		SP:Iteration 7Q (31735.030000 sec): 3 clusters
  Score: Raw -59008.380110 + Penalty 2160.498721 = -56847.881389
  nChanged 4
		SP:Iteration 8Q (31735.240000 sec): 3 clusters
  Score: Raw -59013.608697 + Penalty 2160.498721 = -56853.109975
  nChanged 8
		SP:Iteration 9Q (31735.390000 sec): 3 clusters
  Score: Raw -59020.741421 + Penalty 2160.498721 = -56860.242699
  nChanged 5
		SP:Iteration 10Q (31735.520000 sec): 3 clusters
  Score: Raw -59025.509765 + Penalty 2160.498721 = -56865.011044
  nChanged 1
		SP:Iteration 11Q (31735.720000 sec): 3 clusters
  Score: Raw -59027.259402 + Penalty 2160.498721 = -56866.760681
  nChanged 0
		SP:Iteration 12F (31735.870000 sec): 3 clusters
  Score: Raw -59027.259402 + Penalty 2160.498721 = -56866.760681
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31735.940000 sec): 2 clusters
  Score: Raw -107676.302608 + Penalty 1167.994289 = -106508.308319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31736.130000 sec): 3 clusters
  Score: Raw -107167.671422 + Penalty 2335.988578 = -104831.682844
  nChanged 463
		SP:Iteration 1F (31736.290000 sec): 3 clusters
  Score: Raw -107556.736571 + Penalty 2335.988578 = -105220.747993
  nChanged 113
		SP:Iteration 2F (31736.420000 sec): 3 clusters
  Score: Raw -107658.601495 + Penalty 2335.988578 = -105322.612916
  nChanged 65
		SP:Iteration 3Q (31736.530000 sec): 3 clusters
  Score: Raw -107728.022914 + Penalty 2335.988578 = -105392.034336
  nChanged 48
		SP:Iteration 4Q (31736.680000 sec): 3 clusters
  Score: Raw -107771.290860 + Penalty 2335.988578 = -105435.302282
  nChanged 44
		SP:Iteration 5Q (31736.840000 sec): 3 clusters
  Score: Raw -107818.507222 + Penalty 2335.988578 = -105482.518644
  nChanged 36
		SP:Iteration 6Q (31736.990000 sec): 3 clusters
  Score: Raw -107865.660536 + Penalty 2335.988578 = -105529.671958
  nChanged 37
		SP:Iteration 7Q (31737.140000 sec): 3 clusters
  Score: Raw -107899.985938 + Penalty 2335.988578 = -105563.997359
  nChanged 32
		SP:Iteration 8Q (31737.310000 sec): 3 clusters
  Score: Raw -107932.992129 + Penalty 2335.988578 = -105597.003550
  nChanged 26
		SP:Iteration 9Q (31737.430000 sec): 3 clusters
  Score: Raw -107965.668079 + Penalty 2335.988578 = -105629.679501
  nChanged 24
		SP:Iteration 10Q (31737.620000 sec): 3 clusters
  Score: Raw -107999.870993 + Penalty 2335.988578 = -105663.882415
  nChanged 27
		SP:Iteration 11Q (31737.800000 sec): 3 clusters
  Score: Raw -108054.904671 + Penalty 2335.988578 = -105718.916092
  nChanged 33
		SP:Iteration 12Q (31737.940000 sec): 3 clusters
  Score: Raw -108110.735637 + Penalty 2335.988578 = -105774.747059
  nChanged 23
		SP:Iteration 13Q (31738.150000 sec): 3 clusters
  Score: Raw -108145.750471 + Penalty 2335.988578 = -105809.761893
  nChanged 23
		SP:Iteration 14Q (31738.300000 sec): 3 clusters
  Score: Raw -108193.912240 + Penalty 2335.988578 = -105857.923662
  nChanged 30
		SP:Iteration 15Q (31738.400000 sec): 3 clusters
  Score: Raw -108248.343540 + Penalty 2335.988578 = -105912.354961
  nChanged 27
		SP:Iteration 16Q (31738.570000 sec): 3 clusters
  Score: Raw -108298.829046 + Penalty 2335.988578 = -105962.840467
  nChanged 21
		SP:Iteration 17Q (31738.680000 sec): 3 clusters
  Score: Raw -108330.695286 + Penalty 2335.988578 = -105994.706708
  nChanged 21
		SP:Iteration 18Q (31738.850000 sec): 3 clusters
  Score: Raw -108355.675144 + Penalty 2335.988578 = -106019.686566
  nChanged 14
		SP:Iteration 19Q (31739.020000 sec): 3 clusters
  Score: Raw -108373.916754 + Penalty 2335.988578 = -106037.928176
  nChanged 12
		SP:Iteration 20F (31739.190000 sec): 3 clusters
  Score: Raw -108385.591870 + Penalty 2335.988578 = -106049.603292
  nChanged 9
		SP:Iteration 21Q (31739.330000 sec): 3 clusters
  Score: Raw -108394.369042 + Penalty 2335.988578 = -106058.380463
  nChanged 10
		SP:Iteration 22Q (31739.510000 sec): 3 clusters
  Score: Raw -108403.113267 + Penalty 2335.988578 = -106067.124689
  nChanged 12
		SP:Iteration 23Q (31739.600000 sec): 3 clusters
  Score: Raw -108413.465963 + Penalty 2335.988578 = -106077.477385
  nChanged 17
		SP:Iteration 24Q (31739.800000 sec): 3 clusters
  Score: Raw -108431.217924 + Penalty 2335.988578 = -106095.229345
  nChanged 15
		SP:Iteration 25Q (31739.940000 sec): 3 clusters
  Score: Raw -108449.252106 + Penalty 2335.988578 = -106113.263527
  nChanged 14
		SP:Iteration 26Q (31740.080000 sec): 3 clusters
  Score: Raw -108478.652002 + Penalty 2335.988578 = -106142.663424
  nChanged 16
		SP:Iteration 27Q (31740.200000 sec): 3 clusters
  Score: Raw -108509.099770 + Penalty 2335.988578 = -106173.111191
  nChanged 14
		SP:Iteration 28Q (31740.340000 sec): 3 clusters
  Score: Raw -108527.070789 + Penalty 2335.988578 = -106191.082211
  nChanged 7
		SP:Iteration 29Q (31740.560000 sec): 3 clusters
  Score: Raw -108533.898627 + Penalty 2335.988578 = -106197.910049
  nChanged 8
		SP:Iteration 30Q (31740.710000 sec): 3 clusters
  Score: Raw -108541.406752 + Penalty 2335.988578 = -106205.418174
  nChanged 4
		SP:Iteration 31Q (31740.880000 sec): 3 clusters
  Score: Raw -108546.102374 + Penalty 2335.988578 = -106210.113796
  nChanged 2
		SP:Iteration 32Q (31741.010000 sec): 3 clusters
  Score: Raw -108546.504957 + Penalty 2335.988578 = -106210.516378
  nChanged 2
		SP:Iteration 33Q (31741.140000 sec): 3 clusters
  Score: Raw -108548.448589 + Penalty 2335.988578 = -106212.460011
  nChanged 0
		SP:Iteration 34F (31741.320000 sec): 3 clusters
  Score: Raw -108548.448589 + Penalty 2335.988578 = -106212.460011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31741.370000 sec): 2 clusters
  Score: Raw -106130.931123 + Penalty 1178.228271 = -104952.702852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31741.530000 sec): 3 clusters
  Score: Raw -105649.317866 + Penalty 2356.456541 = -103292.861325
  nChanged 443
		SP:Iteration 1F (31741.720000 sec): 3 clusters
  Score: Raw -106007.835760 + Penalty 2356.456541 = -103651.379219
  nChanged 114
		SP:Iteration 2F (31741.880000 sec): 3 clusters
  Score: Raw -106117.766403 + Penalty 2356.456541 = -103761.309862
  nChanged 67
		SP:Iteration 3Q (31742.020000 sec): 3 clusters
  Score: Raw -106186.508105 + Penalty 2356.456541 = -103830.051564
  nChanged 47
		SP:Iteration 4Q (31742.160000 sec): 3 clusters
  Score: Raw -106230.958215 + Penalty 2356.456541 = -103874.501673
  nChanged 29
		SP:Iteration 5Q (31742.290000 sec): 3 clusters
  Score: Raw -106250.920370 + Penalty 2356.456541 = -103894.463828
  nChanged 21
		SP:Iteration 6Q (31742.490000 sec): 3 clusters
  Score: Raw -106270.917480 + Penalty 2356.456541 = -103914.460938
  nChanged 14
		SP:Iteration 7Q (31742.650000 sec): 3 clusters
  Score: Raw -106287.812195 + Penalty 2356.456541 = -103931.355654
  nChanged 17
		SP:Iteration 8Q (31742.780000 sec): 3 clusters
  Score: Raw -106310.291987 + Penalty 2356.456541 = -103953.835446
  nChanged 26
		SP:Iteration 9Q (31742.950000 sec): 3 clusters
  Score: Raw -106332.287078 + Penalty 2356.456541 = -103975.830537
  nChanged 19
		SP:Iteration 10Q (31743.100000 sec): 3 clusters
  Score: Raw -106347.258807 + Penalty 2356.456541 = -103990.802265
  nChanged 8
		SP:Iteration 11Q (31743.230000 sec): 3 clusters
  Score: Raw -106353.719429 + Penalty 2356.456541 = -103997.262887
  nChanged 7
		SP:Iteration 12Q (31743.370000 sec): 3 clusters
  Score: Raw -106359.970342 + Penalty 2356.456541 = -104003.513800
  nChanged 2
		SP:Iteration 13Q (31743.510000 sec): 3 clusters
  Score: Raw -106360.654932 + Penalty 2356.456541 = -104004.198391
  nChanged 0
		SP:Iteration 14F (31743.660000 sec): 3 clusters
  Score: Raw -106360.654932 + Penalty 2356.456541 = -104004.198391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31743.770000 sec): 2 clusters
  Score: Raw -103995.942769 + Penalty 1165.394234 = -102830.548535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31743.900000 sec): 3 clusters
  Score: Raw -103541.408118 + Penalty 2330.788467 = -101210.619650
  nChanged 413
		SP:Iteration 1F (31744.030000 sec): 3 clusters
  Score: Raw -103877.162035 + Penalty 2330.788467 = -101546.373567
  nChanged 112
		SP:Iteration 2F (31744.230000 sec): 3 clusters
  Score: Raw -103991.781826 + Penalty 2330.788467 = -101660.993358
  nChanged 70
		SP:Iteration 3F (31744.320000 sec): 3 clusters
  Score: Raw -104073.139530 + Penalty 2330.788467 = -101742.351062
  nChanged 60
		SP:Iteration 4Q (31744.480000 sec): 3 clusters
  Score: Raw -104127.145598 + Penalty 2330.788467 = -101796.357131
  nChanged 46
		SP:Iteration 5Q (31744.640000 sec): 3 clusters
  Score: Raw -104178.517694 + Penalty 2330.788467 = -101847.729226
  nChanged 50
		SP:Iteration 6Q (31744.800000 sec): 3 clusters
  Score: Raw -104239.007496 + Penalty 2330.788467 = -101908.219028
  nChanged 33
		SP:Iteration 7Q (31744.940000 sec): 3 clusters
  Score: Raw -104275.588964 + Penalty 2330.788467 = -101944.800497
  nChanged 26
		SP:Iteration 8Q (31745.100000 sec): 3 clusters
  Score: Raw -104302.598053 + Penalty 2330.788467 = -101971.809586
  nChanged 23
		SP:Iteration 9Q (31745.260000 sec): 3 clusters
  Score: Raw -104325.424104 + Penalty 2330.788467 = -101994.635637
  nChanged 16
		SP:Iteration 10Q (31745.420000 sec): 3 clusters
  Score: Raw -104338.940721 + Penalty 2330.788467 = -102008.152254
  nChanged 11
		SP:Iteration 11Q (31745.590000 sec): 3 clusters
  Score: Raw -104346.301996 + Penalty 2330.788467 = -102015.513528
  nChanged 4
		SP:Iteration 12Q (31745.760000 sec): 3 clusters
  Score: Raw -104349.095039 + Penalty 2330.788467 = -102018.306572
  nChanged 4
		SP:Iteration 13Q (31745.980000 sec): 3 clusters
  Score: Raw -104352.422428 + Penalty 2330.788467 = -102021.633960
  nChanged 5
		SP:Iteration 14Q (31746.140000 sec): 3 clusters
  Score: Raw -104357.849032 + Penalty 2330.788467 = -102027.060565
  nChanged 3
		SP:Iteration 15Q (31746.300000 sec): 3 clusters
  Score: Raw -104360.878509 + Penalty 2330.788467 = -102030.090042
  nChanged 5
		SP:Iteration 16Q (31746.440000 sec): 3 clusters
  Score: Raw -104364.624322 + Penalty 2330.788467 = -102033.835855
  nChanged 3
		SP:Iteration 17Q (31746.600000 sec): 3 clusters
  Score: Raw -104365.965535 + Penalty 2330.788467 = -102035.177068
  nChanged 0
		SP:Iteration 18F (31746.760000 sec): 3 clusters
  Score: Raw -104365.965535 + Penalty 2330.788467 = -102035.177068
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31746.860000 sec): 2 clusters
  Score: Raw -106276.030691 + Penalty 1192.463699 = -105083.566992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31747.020000 sec): 3 clusters
  Score: Raw -105688.808044 + Penalty 2384.927399 = -103303.880645
  nChanged 530
		SP:Iteration 1F (31747.190000 sec): 3 clusters
  Score: Raw -106231.637371 + Penalty 2384.927399 = -103846.709972
  nChanged 162
		SP:Iteration 2F (31747.380000 sec): 3 clusters
  Score: Raw -106445.717108 + Penalty 2384.927399 = -104060.789709
  nChanged 112
		SP:Iteration 3F (31747.550000 sec): 3 clusters
  Score: Raw -106588.542038 + Penalty 2384.927399 = -104203.614639
  nChanged 83
		SP:Iteration 4F (31747.720000 sec): 3 clusters
  Score: Raw -106675.238097 + Penalty 2384.927399 = -104290.310698
  nChanged 53
		SP:Iteration 5Q (31747.860000 sec): 3 clusters
  Score: Raw -106728.129627 + Penalty 2384.927399 = -104343.202228
  nChanged 27
		SP:Iteration 6Q (31748.060000 sec): 3 clusters
  Score: Raw -106749.967083 + Penalty 2384.927399 = -104365.039684
  nChanged 18
		SP:Iteration 7Q (31748.190000 sec): 3 clusters
  Score: Raw -106761.833318 + Penalty 2384.927399 = -104376.905919
  nChanged 16
		SP:Iteration 8Q (31748.370000 sec): 3 clusters
  Score: Raw -106774.073074 + Penalty 2384.927399 = -104389.145675
  nChanged 16
		SP:Iteration 9Q (31748.540000 sec): 3 clusters
  Score: Raw -106788.378474 + Penalty 2384.927399 = -104403.451075
  nChanged 14
		SP:Iteration 10Q (31748.670000 sec): 3 clusters
  Score: Raw -106798.048510 + Penalty 2384.927399 = -104413.121112
  nChanged 7
		SP:Iteration 11Q (31748.800000 sec): 3 clusters
  Score: Raw -106802.836634 + Penalty 2384.927399 = -104417.909236
  nChanged 4
		SP:Iteration 12Q (31748.950000 sec): 3 clusters
  Score: Raw -106807.168150 + Penalty 2384.927399 = -104422.240751
  nChanged 2
		SP:Iteration 13Q (31749.110000 sec): 3 clusters
  Score: Raw -106808.298919 + Penalty 2384.927399 = -104423.371520
  nChanged 1
		SP:Iteration 14Q (31749.280000 sec): 3 clusters
  Score: Raw -106808.497096 + Penalty 2384.927399 = -104423.569697
  nChanged 0
		SP:Iteration 15F (31749.480000 sec): 3 clusters
  Score: Raw -106808.497096 + Penalty 2384.927399 = -104423.569697
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31749.540000 sec): 2 clusters
  Score: Raw -196841.857683 + Penalty 1269.050465 = -195572.807218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31749.700000 sec): 3 clusters
  Score: Raw -195783.731146 + Penalty 2538.100931 = -193245.630216
  nChanged 872
		SP:Iteration 1F (31749.840000 sec): 3 clusters
  Score: Raw -196380.851141 + Penalty 2538.100931 = -193842.750211
  nChanged 188
		SP:Iteration 2F (31750.010000 sec): 3 clusters
  Score: Raw -196512.546169 + Penalty 2538.100931 = -193974.445239
  nChanged 122
		SP:Iteration 3Q (31750.180000 sec): 3 clusters
  Score: Raw -196609.487424 + Penalty 2538.100931 = -194071.386494
  nChanged 102
		SP:Iteration 4Q (31750.300000 sec): 3 clusters
  Score: Raw -196691.997029 + Penalty 2538.100931 = -194153.896099
  nChanged 87
		SP:Iteration 5Q (31750.490000 sec): 3 clusters
  Score: Raw -196753.011939 + Penalty 2538.100931 = -194214.911009
  nChanged 79
		SP:Iteration 6Q (31750.600000 sec): 3 clusters
  Score: Raw -196802.574915 + Penalty 2538.100931 = -194264.473985
  nChanged 62
		SP:Iteration 7Q (31750.760000 sec): 3 clusters
  Score: Raw -196840.350278 + Penalty 2538.100931 = -194302.249348
  nChanged 52
		SP:Iteration 8Q (31750.950000 sec): 3 clusters
  Score: Raw -196869.800761 + Penalty 2538.100931 = -194331.699831
  nChanged 46
		SP:Iteration 9Q (31751.070000 sec): 3 clusters
  Score: Raw -196895.681633 + Penalty 2538.100931 = -194357.580702
  nChanged 40
		SP:Iteration 10Q (31751.220000 sec): 3 clusters
  Score: Raw -196919.069429 + Penalty 2538.100931 = -194380.968499
  nChanged 34
		SP:Iteration 11Q (31751.400000 sec): 3 clusters
  Score: Raw -196938.864436 + Penalty 2538.100931 = -194400.763505
  nChanged 34
		SP:Iteration 12Q (31751.560000 sec): 3 clusters
  Score: Raw -196957.371319 + Penalty 2538.100931 = -194419.270389
  nChanged 29
		SP:Iteration 13Q (31751.700000 sec): 3 clusters
  Score: Raw -196973.644209 + Penalty 2538.100931 = -194435.543279
  nChanged 26
		SP:Iteration 14Q (31751.860000 sec): 3 clusters
  Score: Raw -196988.099206 + Penalty 2538.100931 = -194449.998276
  nChanged 22
		SP:Iteration 15Q (31752.010000 sec): 3 clusters
  Score: Raw -197005.790001 + Penalty 2538.100931 = -194467.689071
  nChanged 25
		SP:Iteration 16Q (31752.200000 sec): 3 clusters
  Score: Raw -197022.874834 + Penalty 2538.100931 = -194484.773903
  nChanged 19
		SP:Iteration 17Q (31752.350000 sec): 3 clusters
  Score: Raw -197032.003776 + Penalty 2538.100931 = -194493.902846
  nChanged 11
		SP:Iteration 18Q (31752.550000 sec): 3 clusters
  Score: Raw -197037.030798 + Penalty 2538.100931 = -194498.929867
  nChanged 8
		SP:Iteration 19Q (31752.730000 sec): 3 clusters
  Score: Raw -197039.493106 + Penalty 2538.100931 = -194501.392176
  nChanged 6
		SP:Iteration 20F (31752.900000 sec): 3 clusters
  Score: Raw -197042.380600 + Penalty 2538.100931 = -194504.279669
  nChanged 15
		SP:Iteration 21Q (31752.990000 sec): 3 clusters
  Score: Raw -197048.103866 + Penalty 2538.100931 = -194510.002935
  nChanged 11
		SP:Iteration 22Q (31753.150000 sec): 3 clusters
  Score: Raw -197052.454494 + Penalty 2538.100931 = -194514.353563
  nChanged 9
		SP:Iteration 23Q (31753.340000 sec): 3 clusters
  Score: Raw -197055.177809 + Penalty 2538.100931 = -194517.076879
  nChanged 5
		SP:Iteration 24Q (31753.450000 sec): 3 clusters
  Score: Raw -197056.761348 + Penalty 2538.100931 = -194518.660418
  nChanged 8
		SP:Iteration 25Q (31753.600000 sec): 3 clusters
  Score: Raw -197060.356182 + Penalty 2538.100931 = -194522.255252
  nChanged 9
		SP:Iteration 26Q (31753.750000 sec): 3 clusters
  Score: Raw -197063.549396 + Penalty 2538.100931 = -194525.448465
  nChanged 9
		SP:Iteration 27Q (31753.910000 sec): 3 clusters
  Score: Raw -197066.393830 + Penalty 2538.100931 = -194528.292900
  nChanged 7
		SP:Iteration 28Q (31754.050000 sec): 3 clusters
  Score: Raw -197069.213336 + Penalty 2538.100931 = -194531.112406
  nChanged 3
		SP:Iteration 29Q (31754.200000 sec): 3 clusters
  Score: Raw -197070.362011 + Penalty 2538.100931 = -194532.261080
  nChanged 1
		SP:Iteration 30Q (31754.360000 sec): 3 clusters
  Score: Raw -197070.836569 + Penalty 2538.100931 = -194532.735638
  nChanged 1
		SP:Iteration 31Q (31754.530000 sec): 3 clusters
  Score: Raw -197071.718607 + Penalty 2538.100931 = -194533.617677
  nChanged 2
		SP:Iteration 32Q (31754.670000 sec): 3 clusters
  Score: Raw -197072.120663 + Penalty 2538.100931 = -194534.019733
  nChanged 2
		SP:Iteration 33Q (31754.830000 sec): 3 clusters
  Score: Raw -197072.730003 + Penalty 2538.100931 = -194534.629072
  nChanged 0
		SP:Iteration 34F (31755.000000 sec): 3 clusters
  Score: Raw -197072.730003 + Penalty 2538.100931 = -194534.629072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31755.090000 sec): 2 clusters
  Score: Raw -364137.108965 + Penalty 1372.286098 = -362764.822866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31755.310000 sec): 3 clusters
  Score: Raw -361791.698622 + Penalty 2744.572197 = -359047.126425
  nChanged 1847
		SP:Iteration 1F (31755.450000 sec): 3 clusters
  Score: Raw -362982.768763 + Penalty 2744.572197 = -360238.196566
  nChanged 420
		SP:Iteration 2F (31755.610000 sec): 3 clusters
  Score: Raw -363347.866075 + Penalty 2744.572197 = -360603.293878
  nChanged 342
		SP:Iteration 3F (31755.790000 sec): 3 clusters
  Score: Raw -363660.288338 + Penalty 2744.572197 = -360915.716141
  nChanged 265
		SP:Iteration 4F (31755.980000 sec): 3 clusters
  Score: Raw -363881.062903 + Penalty 2744.572197 = -361136.490706
  nChanged 211
		SP:Iteration 5Q (31756.080000 sec): 3 clusters
  Score: Raw -364034.263773 + Penalty 2744.572197 = -361289.691576
  nChanged 171
		SP:Iteration 6Q (31756.240000 sec): 3 clusters
  Score: Raw -364153.395770 + Penalty 2744.572197 = -361408.823573
  nChanged 147
		SP:Iteration 7Q (31756.410000 sec): 3 clusters
  Score: Raw -364242.070431 + Penalty 2744.572197 = -361497.498234
  nChanged 124
		SP:Iteration 8Q (31756.570000 sec): 3 clusters
  Score: Raw -364312.599740 + Penalty 2744.572197 = -361568.027543
  nChanged 106
		SP:Iteration 9Q (31756.770000 sec): 3 clusters
  Score: Raw -364371.561823 + Penalty 2744.572197 = -361626.989626
  nChanged 88
		SP:Iteration 10Q (31756.890000 sec): 3 clusters
  Score: Raw -364420.645978 + Penalty 2744.572197 = -361676.073781
  nChanged 85
		SP:Iteration 11Q (31757.070000 sec): 3 clusters
  Score: Raw -364463.936873 + Penalty 2744.572197 = -361719.364676
  nChanged 80
		SP:Iteration 12Q (31757.240000 sec): 3 clusters
  Score: Raw -364508.739832 + Penalty 2744.572197 = -361764.167635
  nChanged 72
		SP:Iteration 13Q (31757.360000 sec): 3 clusters
  Score: Raw -364546.660773 + Penalty 2744.572197 = -361802.088576
  nChanged 64
		SP:Iteration 14Q (31757.530000 sec): 3 clusters
  Score: Raw -364582.860470 + Penalty 2744.572197 = -361838.288273
  nChanged 54
		SP:Iteration 15Q (31757.670000 sec): 3 clusters
  Score: Raw -364615.109797 + Penalty 2744.572197 = -361870.537600
  nChanged 45
		SP:Iteration 16Q (31757.800000 sec): 3 clusters
  Score: Raw -364634.429921 + Penalty 2744.572197 = -361889.857724
  nChanged 39
		SP:Iteration 17Q (31757.930000 sec): 3 clusters
  Score: Raw -364657.296212 + Penalty 2744.572197 = -361912.724015
  nChanged 47
		SP:Iteration 18Q (31758.120000 sec): 3 clusters
  Score: Raw -364695.584855 + Penalty 2744.572197 = -361951.012658
  nChanged 43
		SP:Iteration 19Q (31758.290000 sec): 3 clusters
  Score: Raw -364728.677007 + Penalty 2744.572197 = -361984.104810
  nChanged 50
		SP:Iteration 20F (31758.440000 sec): 3 clusters
  Score: Raw -364762.836672 + Penalty 2744.572197 = -362018.264475
  nChanged 37
		SP:Iteration 21Q (31758.590000 sec): 3 clusters
  Score: Raw -364780.870466 + Penalty 2744.572197 = -362036.298269
  nChanged 27
		SP:Iteration 22Q (31758.720000 sec): 3 clusters
  Score: Raw -364791.488080 + Penalty 2744.572197 = -362046.915883
  nChanged 27
		SP:Iteration 23Q (31758.860000 sec): 3 clusters
  Score: Raw -364801.045171 + Penalty 2744.572197 = -362056.472974
  nChanged 24
		SP:Iteration 24Q (31759.030000 sec): 3 clusters
  Score: Raw -364809.026511 + Penalty 2744.572197 = -362064.454314
  nChanged 26
		SP:Iteration 25Q (31759.160000 sec): 3 clusters
  Score: Raw -364817.193137 + Penalty 2744.572197 = -362072.620940
  nChanged 12
		SP:Iteration 26Q (31759.310000 sec): 3 clusters
  Score: Raw -364819.567514 + Penalty 2744.572197 = -362074.995317
  nChanged 10
		SP:Iteration 27Q (31759.500000 sec): 3 clusters
  Score: Raw -364821.464720 + Penalty 2744.572197 = -362076.892523
  nChanged 3
		SP:Iteration 28Q (31759.690000 sec): 3 clusters
  Score: Raw -364822.417158 + Penalty 2744.572197 = -362077.844961
  nChanged 7
		SP:Iteration 29Q (31759.830000 sec): 3 clusters
  Score: Raw -364824.570541 + Penalty 2744.572197 = -362079.998344
  nChanged 9
		SP:Iteration 30Q (31759.980000 sec): 3 clusters
  Score: Raw -364826.506871 + Penalty 2744.572197 = -362081.934674
  nChanged 6
		SP:Iteration 31Q (31760.120000 sec): 3 clusters
  Score: Raw -364828.954659 + Penalty 2744.572197 = -362084.382462
  nChanged 7
		SP:Iteration 32Q (31760.310000 sec): 3 clusters
  Score: Raw -364831.450056 + Penalty 2744.572197 = -362086.877859
  nChanged 9
		SP:Iteration 33Q (31760.480000 sec): 3 clusters
  Score: Raw -364834.876635 + Penalty 2744.572197 = -362090.304438
  nChanged 12
		SP:Iteration 34Q (31760.640000 sec): 3 clusters
  Score: Raw -364838.216701 + Penalty 2744.572197 = -362093.644504
  nChanged 9
		SP:Iteration 35Q (31760.820000 sec): 3 clusters
  Score: Raw -364840.758442 + Penalty 2744.572197 = -362096.186246
  nChanged 10
		SP:Iteration 36Q (31761.010000 sec): 3 clusters
  Score: Raw -364843.284726 + Penalty 2744.572197 = -362098.712529
  nChanged 8
		SP:Iteration 37Q (31761.200000 sec): 3 clusters
  Score: Raw -364845.994742 + Penalty 2744.572197 = -362101.422545
  nChanged 6
		SP:Iteration 38Q (31761.360000 sec): 3 clusters
  Score: Raw -364848.032506 + Penalty 2744.572197 = -362103.460309
  nChanged 3
		SP:Iteration 39Q (31761.530000 sec): 3 clusters
  Score: Raw -364848.933317 + Penalty 2744.572197 = -362104.361120
  nChanged 2
		SP:Iteration 40F (31761.680000 sec): 3 clusters
  Score: Raw -364849.194066 + Penalty 2744.572197 = -362104.621869
  nChanged 1
		SP:Iteration 41Q (31761.820000 sec): 3 clusters
  Score: Raw -364849.310151 + Penalty 2744.572197 = -362104.737954
  nChanged 0
		SP:Iteration 42F (31761.990000 sec): 3 clusters
  Score: Raw -364849.310151 + Penalty 2744.572197 = -362104.737954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31762.040000 sec): 2 clusters
  Score: Raw -38272.748252 + Penalty 1001.538656 = -37271.209597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31762.200000 sec): 3 clusters
  Score: Raw -38192.607220 + Penalty 2003.077311 = -36189.529908
  nChanged 107
		SP:Iteration 1F (31762.420000 sec): 3 clusters
  Score: Raw -38341.446972 + Penalty 2003.077311 = -36338.369661
  nChanged 25
		SP:Iteration 2F (31762.550000 sec): 3 clusters
  Score: Raw -38385.150590 + Penalty 2003.077311 = -36382.073278
  nChanged 9
		SP:Iteration 3Q (31762.720000 sec): 3 clusters
  Score: Raw -38403.005414 + Penalty 2003.077311 = -36399.928103
  nChanged 10
		SP:Iteration 4Q (31762.870000 sec): 3 clusters
  Score: Raw -38420.987076 + Penalty 2003.077311 = -36417.909765
  nChanged 7
		SP:Iteration 5Q (31763.010000 sec): 3 clusters
  Score: Raw -38435.756275 + Penalty 2003.077311 = -36432.678963
  nChanged 9
		SP:Iteration 6Q (31763.180000 sec): 3 clusters
  Score: Raw -38451.175479 + Penalty 2003.077311 = -36448.098168
  nChanged 5
		SP:Iteration 7Q (31763.320000 sec): 3 clusters
  Score: Raw -38460.223065 + Penalty 2003.077311 = -36457.145753
  nChanged 3
		SP:Iteration 8Q (31763.430000 sec): 3 clusters
  Score: Raw -38462.785956 + Penalty 2003.077311 = -36459.708645
  nChanged 1
		SP:Iteration 9Q (31763.570000 sec): 3 clusters
  Score: Raw -38464.370277 + Penalty 2003.077311 = -36461.292966
  nChanged 0
		SP:Iteration 10F (31763.760000 sec): 3 clusters
  Score: Raw -38464.370277 + Penalty 2003.077311 = -36461.292966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31763.850000 sec): 2 clusters
  Score: Raw -188704.716407 + Penalty 1263.277450 = -187441.438956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31763.970000 sec): 3 clusters
  Score: Raw -187682.907003 + Penalty 2526.554900 = -185156.352103
  nChanged 864
		SP:Iteration 1F (31764.140000 sec): 3 clusters
  Score: Raw -188309.156680 + Penalty 2526.554900 = -185782.601779
  nChanged 261
		SP:Iteration 2F (31764.260000 sec): 3 clusters
  Score: Raw -188643.593935 + Penalty 2526.554900 = -186117.039035
  nChanged 238
		SP:Iteration 3F (31764.450000 sec): 3 clusters
  Score: Raw -189004.922646 + Penalty 2526.554900 = -186478.367746
  nChanged 204
		SP:Iteration 4F (31764.590000 sec): 3 clusters
  Score: Raw -189276.493840 + Penalty 2526.554900 = -186749.938940
  nChanged 134
		SP:Iteration 5F (31764.730000 sec): 3 clusters
  Score: Raw -189444.056790 + Penalty 2526.554900 = -186917.501890
  nChanged 80
		SP:Iteration 6Q (31764.830000 sec): 3 clusters
  Score: Raw -189526.369071 + Penalty 2526.554900 = -186999.814170
  nChanged 47
		SP:Iteration 7Q (31764.950000 sec): 3 clusters
  Score: Raw -189561.290777 + Penalty 2526.554900 = -187034.735877
  nChanged 31
		SP:Iteration 8Q (31765.060000 sec): 3 clusters
  Score: Raw -189582.173843 + Penalty 2526.554900 = -187055.618943
  nChanged 25
		SP:Iteration 9Q (31765.170000 sec): 3 clusters
  Score: Raw -189602.575725 + Penalty 2526.554900 = -187076.020825
  nChanged 22
		SP:Iteration 10Q (31765.320000 sec): 3 clusters
  Score: Raw -189617.794909 + Penalty 2526.554900 = -187091.240008
  nChanged 17
		SP:Iteration 11Q (31765.490000 sec): 3 clusters
  Score: Raw -189624.882242 + Penalty 2526.554900 = -187098.327342
  nChanged 8
		SP:Iteration 12Q (31765.610000 sec): 3 clusters
  Score: Raw -189628.895537 + Penalty 2526.554900 = -187102.340637
  nChanged 3
		SP:Iteration 13Q (31765.780000 sec): 3 clusters
  Score: Raw -189631.202093 + Penalty 2526.554900 = -187104.647193
  nChanged 6
		SP:Iteration 14Q (31765.890000 sec): 3 clusters
  Score: Raw -189635.516656 + Penalty 2526.554900 = -187108.961756
  nChanged 4
		SP:Iteration 15Q (31766.030000 sec): 3 clusters
  Score: Raw -189637.773185 + Penalty 2526.554900 = -187111.218285
  nChanged 6
		SP:Iteration 16Q (31766.180000 sec): 3 clusters
  Score: Raw -189640.094637 + Penalty 2526.554900 = -187113.539737
  nChanged 0
		SP:Iteration 17F (31766.380000 sec): 3 clusters
  Score: Raw -189640.094637 + Penalty 2526.554900 = -187113.539737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31766.500000 sec): 2 clusters
  Score: Raw -253835.915702 + Penalty 1303.986917 = -252531.928786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31766.630000 sec): 3 clusters
  Score: Raw -252407.549547 + Penalty 2607.973833 = -249799.575714
  nChanged 1140
		SP:Iteration 1F (31766.780000 sec): 3 clusters
  Score: Raw -253113.818494 + Penalty 2607.973833 = -250505.844661
  nChanged 255
		SP:Iteration 2F (31766.960000 sec): 3 clusters
  Score: Raw -253272.733242 + Penalty 2607.973833 = -250664.759408
  nChanged 154
		SP:Iteration 3F (31767.150000 sec): 3 clusters
  Score: Raw -253357.317104 + Penalty 2607.973833 = -250749.343271
  nChanged 99
		SP:Iteration 4Q (31767.320000 sec): 3 clusters
  Score: Raw -253412.731959 + Penalty 2607.973833 = -250804.758126
  nChanged 81
		SP:Iteration 5Q (31767.470000 sec): 3 clusters
  Score: Raw -253449.800199 + Penalty 2607.973833 = -250841.826366
  nChanged 62
		SP:Iteration 6Q (31767.660000 sec): 3 clusters
  Score: Raw -253481.029238 + Penalty 2607.973833 = -250873.055405
  nChanged 59
		SP:Iteration 7Q (31767.810000 sec): 3 clusters
  Score: Raw -253509.572598 + Penalty 2607.973833 = -250901.598765
  nChanged 57
		SP:Iteration 8Q (31767.980000 sec): 3 clusters
  Score: Raw -253532.437846 + Penalty 2607.973833 = -250924.464013
  nChanged 49
		SP:Iteration 9Q (31768.130000 sec): 3 clusters
  Score: Raw -253552.182430 + Penalty 2607.973833 = -250944.208597
  nChanged 36
		SP:Iteration 10Q (31768.310000 sec): 3 clusters
  Score: Raw -253566.930479 + Penalty 2607.973833 = -250958.956646
  nChanged 35
		SP:Iteration 11Q (31768.480000 sec): 3 clusters
  Score: Raw -253581.186848 + Penalty 2607.973833 = -250973.213015
  nChanged 34
		SP:Iteration 12Q (31768.670000 sec): 3 clusters
  Score: Raw -253597.204017 + Penalty 2607.973833 = -250989.230183
  nChanged 45
		SP:Iteration 13Q (31768.830000 sec): 3 clusters
  Score: Raw -253618.462589 + Penalty 2607.973833 = -251010.488756
  nChanged 43
		SP:Iteration 14Q (31769.030000 sec): 3 clusters
  Score: Raw -253639.212981 + Penalty 2607.973833 = -251031.239148
  nChanged 41
		SP:Iteration 15Q (31769.190000 sec): 3 clusters
  Score: Raw -253654.830995 + Penalty 2607.973833 = -251046.857162
  nChanged 29
		SP:Iteration 16Q (31769.360000 sec): 3 clusters
  Score: Raw -253667.960921 + Penalty 2607.973833 = -251059.987087
  nChanged 32
		SP:Iteration 17Q (31769.530000 sec): 3 clusters
  Score: Raw -253680.429897 + Penalty 2607.973833 = -251072.456064
  nChanged 24
		SP:Iteration 18Q (31769.740000 sec): 3 clusters
  Score: Raw -253688.860500 + Penalty 2607.973833 = -251080.886667
  nChanged 24
		SP:Iteration 19Q (31769.910000 sec): 3 clusters
  Score: Raw -253700.918526 + Penalty 2607.973833 = -251092.944692
  nChanged 28
		SP:Iteration 20F (31770.080000 sec): 3 clusters
  Score: Raw -253713.782157 + Penalty 2607.973833 = -251105.808323
  nChanged 32
		SP:Iteration 21Q (31770.230000 sec): 3 clusters
  Score: Raw -253727.942577 + Penalty 2607.973833 = -251119.968743
  nChanged 24
		SP:Iteration 22Q (31770.370000 sec): 3 clusters
  Score: Raw -253739.215518 + Penalty 2607.973833 = -251131.241684
  nChanged 30
		SP:Iteration 23Q (31770.490000 sec): 3 clusters
  Score: Raw -253753.288585 + Penalty 2607.973833 = -251145.314752
  nChanged 26
		SP:Iteration 24Q (31770.640000 sec): 3 clusters
  Score: Raw -253765.142904 + Penalty 2607.973833 = -251157.169071
  nChanged 25
		SP:Iteration 25Q (31770.810000 sec): 3 clusters
  Score: Raw -253775.458369 + Penalty 2607.973833 = -251167.484536
  nChanged 15
		SP:Iteration 26Q (31770.960000 sec): 3 clusters
  Score: Raw -253783.367374 + Penalty 2607.973833 = -251175.393541
  nChanged 18
		SP:Iteration 27Q (31771.120000 sec): 3 clusters
  Score: Raw -253792.738680 + Penalty 2607.973833 = -251184.764847
  nChanged 26
		SP:Iteration 28Q (31771.280000 sec): 3 clusters
  Score: Raw -253803.597102 + Penalty 2607.973833 = -251195.623269
  nChanged 20
		SP:Iteration 29Q (31771.440000 sec): 3 clusters
  Score: Raw -253812.138793 + Penalty 2607.973833 = -251204.164960
  nChanged 19
		SP:Iteration 30Q (31771.620000 sec): 3 clusters
  Score: Raw -253820.914225 + Penalty 2607.973833 = -251212.940391
  nChanged 23
		SP:Iteration 31Q (31771.800000 sec): 3 clusters
  Score: Raw -253829.416442 + Penalty 2607.973833 = -251221.442609
  nChanged 18
		SP:Iteration 32Q (31771.950000 sec): 3 clusters
  Score: Raw -253837.316777 + Penalty 2607.973833 = -251229.342944
  nChanged 19
		SP:Iteration 33Q (31772.100000 sec): 3 clusters
  Score: Raw -253847.397951 + Penalty 2607.973833 = -251239.424117
  nChanged 18
		SP:Iteration 34Q (31772.260000 sec): 3 clusters
  Score: Raw -253856.151667 + Penalty 2607.973833 = -251248.177833
  nChanged 16
		SP:Iteration 35Q (31772.420000 sec): 3 clusters
  Score: Raw -253863.507979 + Penalty 2607.973833 = -251255.534146
  nChanged 15
		SP:Iteration 36Q (31772.580000 sec): 3 clusters
  Score: Raw -253871.818164 + Penalty 2607.973833 = -251263.844331
  nChanged 12
		SP:Iteration 37Q (31772.740000 sec): 3 clusters
  Score: Raw -253877.758395 + Penalty 2607.973833 = -251269.784561
  nChanged 15
		SP:Iteration 38Q (31772.890000 sec): 3 clusters
  Score: Raw -253885.323682 + Penalty 2607.973833 = -251277.349849
  nChanged 19
		SP:Iteration 39Q (31773.060000 sec): 3 clusters
  Score: Raw -253891.830727 + Penalty 2607.973833 = -251283.856893
  nChanged 12
		SP:Iteration 40F (31773.240000 sec): 3 clusters
  Score: Raw -253898.355896 + Penalty 2607.973833 = -251290.382063
  nChanged 10
		SP:Iteration 41Q (31773.400000 sec): 3 clusters
  Score: Raw -253905.833319 + Penalty 2607.973833 = -251297.859486
  nChanged 25
		SP:Iteration 42Q (31773.550000 sec): 3 clusters
  Score: Raw -253921.014685 + Penalty 2607.973833 = -251313.040851
  nChanged 19
		SP:Iteration 43Q (31773.710000 sec): 3 clusters
  Score: Raw -253930.578091 + Penalty 2607.973833 = -251322.604258
  nChanged 20
		SP:Iteration 44Q (31773.870000 sec): 3 clusters
  Score: Raw -253940.957746 + Penalty 2607.973833 = -251332.983912
  nChanged 16
		SP:Iteration 45Q (31774.020000 sec): 3 clusters
  Score: Raw -253948.625145 + Penalty 2607.973833 = -251340.651311
  nChanged 16
		SP:Iteration 46Q (31774.180000 sec): 3 clusters
  Score: Raw -253954.936471 + Penalty 2607.973833 = -251346.962637
  nChanged 11
		SP:Iteration 47Q (31774.340000 sec): 3 clusters
  Score: Raw -253959.005363 + Penalty 2607.973833 = -251351.031529
  nChanged 13
		SP:Iteration 48Q (31774.520000 sec): 3 clusters
  Score: Raw -253964.688260 + Penalty 2607.973833 = -251356.714427
  nChanged 15
		SP:Iteration 49Q (31774.660000 sec): 3 clusters
  Score: Raw -253974.195072 + Penalty 2607.973833 = -251366.221239
  nChanged 20
		SP:Iteration 50Q (31774.800000 sec): 3 clusters
  Score: Raw -253986.025036 + Penalty 2607.973833 = -251378.051203
  nChanged 26
		SP:Iteration 51Q (31774.930000 sec): 3 clusters
  Score: Raw -253998.674305 + Penalty 2607.973833 = -251390.700472
  nChanged 15
		SP:Iteration 52Q (31775.060000 sec): 3 clusters
  Score: Raw -254006.484064 + Penalty 2607.973833 = -251398.510231
  nChanged 20
		SP:Iteration 53Q (31775.240000 sec): 3 clusters
  Score: Raw -254018.904870 + Penalty 2607.973833 = -251410.931036
  nChanged 21
		SP:Iteration 54Q (31775.360000 sec): 3 clusters
  Score: Raw -254036.864060 + Penalty 2607.973833 = -251428.890227
  nChanged 31
		SP:Iteration 55Q (31775.480000 sec): 3 clusters
  Score: Raw -254054.560760 + Penalty 2607.973833 = -251446.586927
  nChanged 27
		SP:Iteration 56Q (31775.600000 sec): 3 clusters
  Score: Raw -254068.995638 + Penalty 2607.973833 = -251461.021805
  nChanged 22
		SP:Iteration 57Q (31775.770000 sec): 3 clusters
  Score: Raw -254082.083903 + Penalty 2607.973833 = -251474.110070
  nChanged 19
		SP:Iteration 58Q (31775.970000 sec): 3 clusters
  Score: Raw -254094.069677 + Penalty 2607.973833 = -251486.095844
  nChanged 19
		SP:Iteration 59Q (31776.090000 sec): 3 clusters
  Score: Raw -254104.237219 + Penalty 2607.973833 = -251496.263386
  nChanged 18
		SP:Iteration 60F (31776.250000 sec): 3 clusters
  Score: Raw -254114.465581 + Penalty 2607.973833 = -251506.491747
  nChanged 13
		SP:Iteration 61Q (31776.420000 sec): 3 clusters
  Score: Raw -254123.839755 + Penalty 2607.973833 = -251515.865922
  nChanged 16
		SP:Iteration 62Q (31776.560000 sec): 3 clusters
  Score: Raw -254130.488271 + Penalty 2607.973833 = -251522.514438
  nChanged 19
		SP:Iteration 63Q (31776.710000 sec): 3 clusters
  Score: Raw -254139.133731 + Penalty 2607.973833 = -251531.159898
  nChanged 13
		SP:Iteration 64Q (31776.850000 sec): 3 clusters
  Score: Raw -254143.936541 + Penalty 2607.973833 = -251535.962707
  nChanged 11
		SP:Iteration 65Q (31777.000000 sec): 3 clusters
  Score: Raw -254147.803257 + Penalty 2607.973833 = -251539.829423
  nChanged 7
		SP:Iteration 66Q (31777.180000 sec): 3 clusters
  Score: Raw -254150.896363 + Penalty 2607.973833 = -251542.922530
  nChanged 9
		SP:Iteration 67Q (31777.360000 sec): 3 clusters
  Score: Raw -254154.837010 + Penalty 2607.973833 = -251546.863177
  nChanged 9
		SP:Iteration 68Q (31777.510000 sec): 3 clusters
  Score: Raw -254161.414969 + Penalty 2607.973833 = -251553.441136
  nChanged 16
		SP:Iteration 69Q (31777.670000 sec): 3 clusters
  Score: Raw -254169.924546 + Penalty 2607.973833 = -251561.950713
  nChanged 15
		SP:Iteration 70Q (31777.830000 sec): 3 clusters
  Score: Raw -254175.951718 + Penalty 2607.973833 = -251567.977885
  nChanged 6
		SP:Iteration 71Q (31777.990000 sec): 3 clusters
  Score: Raw -254179.522458 + Penalty 2607.973833 = -251571.548625
  nChanged 7
		SP:Iteration 72Q (31778.150000 sec): 3 clusters
  Score: Raw -254181.794376 + Penalty 2607.973833 = -251573.820543
  nChanged 2
		SP:Iteration 73Q (31778.300000 sec): 3 clusters
  Score: Raw -254182.584919 + Penalty 2607.973833 = -251574.611086
  nChanged 2
		SP:Iteration 74Q (31778.490000 sec): 3 clusters
  Score: Raw -254184.032880 + Penalty 2607.973833 = -251576.059047
  nChanged 4
		SP:Iteration 75Q (31778.620000 sec): 3 clusters
  Score: Raw -254185.980933 + Penalty 2607.973833 = -251578.007100
  nChanged 5
		SP:Iteration 76Q (31778.790000 sec): 3 clusters
  Score: Raw -254188.568061 + Penalty 2607.973833 = -251580.594228
  nChanged 3
		SP:Iteration 77Q (31778.960000 sec): 3 clusters
  Score: Raw -254189.654466 + Penalty 2607.973833 = -251581.680632
  nChanged 1
		SP:Iteration 78Q (31779.130000 sec): 3 clusters
  Score: Raw -254190.032432 + Penalty 2607.973833 = -251582.058599
  nChanged 2
		SP:Iteration 79Q (31779.290000 sec): 3 clusters
  Score: Raw -254191.062242 + Penalty 2607.973833 = -251583.088408
  nChanged 3
		SP:Iteration 80F (31779.450000 sec): 3 clusters
  Score: Raw -254192.353633 + Penalty 2607.973833 = -251584.379800
  nChanged 4
		SP:Iteration 81Q (31779.610000 sec): 3 clusters
  Score: Raw -254194.419460 + Penalty 2607.973833 = -251586.445626
  nChanged 2
		SP:Iteration 82Q (31779.770000 sec): 3 clusters
  Score: Raw -254195.329075 + Penalty 2607.973833 = -251587.355242
  nChanged 2
		SP:Iteration 83Q (31779.930000 sec): 3 clusters
  Score: Raw -254195.717877 + Penalty 2607.973833 = -251587.744044
  nChanged 1
		SP:Iteration 84Q (31780.100000 sec): 3 clusters
  Score: Raw -254196.018096 + Penalty 2607.973833 = -251588.044263
  nChanged 1
		SP:Iteration 85Q (31780.260000 sec): 3 clusters
  Score: Raw -254196.171444 + Penalty 2607.973833 = -251588.197611
  nChanged 0
		SP:Iteration 86F (31780.470000 sec): 3 clusters
  Score: Raw -254196.171444 + Penalty 2607.973833 = -251588.197611
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31780.540000 sec): 2 clusters
  Score: Raw -261834.418632 + Penalty 1335.815504 = -260498.603128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31780.720000 sec): 3 clusters
  Score: Raw -259951.696747 + Penalty 2671.631007 = -257280.065740
  nChanged 1476
		SP:Iteration 1F (31780.840000 sec): 3 clusters
  Score: Raw -260863.279661 + Penalty 2671.631007 = -258191.648654
  nChanged 355
		SP:Iteration 2F (31780.980000 sec): 3 clusters
  Score: Raw -261185.778080 + Penalty 2671.631007 = -258514.147072
  nChanged 281
		SP:Iteration 3F (31781.130000 sec): 3 clusters
  Score: Raw -261479.020650 + Penalty 2671.631007 = -258807.389642
  nChanged 267
		SP:Iteration 4F (31781.270000 sec): 3 clusters
  Score: Raw -261772.795833 + Penalty 2671.631007 = -259101.164825
  nChanged 244
		SP:Iteration 5F (31781.410000 sec): 3 clusters
  Score: Raw -262013.395381 + Penalty 2671.631007 = -259341.764373
  nChanged 197
		SP:Iteration 6F (31781.580000 sec): 3 clusters
  Score: Raw -262171.426339 + Penalty 2671.631007 = -259499.795331
  nChanged 117
		SP:Iteration 7Q (31781.770000 sec): 3 clusters
  Score: Raw -262268.466836 + Penalty 2671.631007 = -259596.835829
  nChanged 98
		SP:Iteration 8Q (31781.960000 sec): 3 clusters
  Score: Raw -262341.721008 + Penalty 2671.631007 = -259670.090000
  nChanged 79
		SP:Iteration 9Q (31782.100000 sec): 3 clusters
  Score: Raw -262391.189195 + Penalty 2671.631007 = -259719.558187
  nChanged 57
		SP:Iteration 10Q (31782.260000 sec): 3 clusters
  Score: Raw -262418.343891 + Penalty 2671.631007 = -259746.712883
  nChanged 51
		SP:Iteration 11Q (31782.420000 sec): 3 clusters
  Score: Raw -262444.133007 + Penalty 2671.631007 = -259772.502000
  nChanged 37
		SP:Iteration 12Q (31782.580000 sec): 3 clusters
  Score: Raw -262464.696426 + Penalty 2671.631007 = -259793.065418
  nChanged 31
		SP:Iteration 13Q (31782.740000 sec): 3 clusters
  Score: Raw -262475.517931 + Penalty 2671.631007 = -259803.886923
  nChanged 21
		SP:Iteration 14Q (31782.900000 sec): 3 clusters
  Score: Raw -262482.395331 + Penalty 2671.631007 = -259810.764323
  nChanged 21
		SP:Iteration 15Q (31783.100000 sec): 3 clusters
  Score: Raw -262488.782912 + Penalty 2671.631007 = -259817.151905
  nChanged 14
		SP:Iteration 16Q (31783.300000 sec): 3 clusters
  Score: Raw -262493.600170 + Penalty 2671.631007 = -259821.969163
  nChanged 8
		SP:Iteration 17Q (31783.430000 sec): 3 clusters
  Score: Raw -262496.853873 + Penalty 2671.631007 = -259825.222866
  nChanged 11
		SP:Iteration 18Q (31783.600000 sec): 3 clusters
  Score: Raw -262505.112024 + Penalty 2671.631007 = -259833.481016
  nChanged 19
		SP:Iteration 19Q (31783.770000 sec): 3 clusters
  Score: Raw -262519.043552 + Penalty 2671.631007 = -259847.412545
  nChanged 24
		SP:Iteration 20F (31783.930000 sec): 3 clusters
  Score: Raw -262530.833999 + Penalty 2671.631007 = -259859.202991
  nChanged 18
		SP:Iteration 21Q (31784.090000 sec): 3 clusters
  Score: Raw -262538.058579 + Penalty 2671.631007 = -259866.427572
  nChanged 15
		SP:Iteration 22Q (31784.250000 sec): 3 clusters
  Score: Raw -262541.244387 + Penalty 2671.631007 = -259869.613379
  nChanged 9
		SP:Iteration 23Q (31784.410000 sec): 3 clusters
  Score: Raw -262543.404789 + Penalty 2671.631007 = -259871.773782
  nChanged 6
		SP:Iteration 24Q (31784.570000 sec): 3 clusters
  Score: Raw -262545.845061 + Penalty 2671.631007 = -259874.214053
  nChanged 6
		SP:Iteration 25Q (31784.730000 sec): 3 clusters
  Score: Raw -262547.647153 + Penalty 2671.631007 = -259876.016145
  nChanged 6
		SP:Iteration 26Q (31784.890000 sec): 3 clusters
  Score: Raw -262551.226422 + Penalty 2671.631007 = -259879.595414
  nChanged 7
		SP:Iteration 27Q (31785.080000 sec): 3 clusters
  Score: Raw -262552.783725 + Penalty 2671.631007 = -259881.152718
  nChanged 4
		SP:Iteration 28Q (31785.290000 sec): 3 clusters
  Score: Raw -262553.547128 + Penalty 2671.631007 = -259881.916120
  nChanged 3
		SP:Iteration 29Q (31785.420000 sec): 3 clusters
  Score: Raw -262554.304642 + Penalty 2671.631007 = -259882.673635
  nChanged 2
		SP:Iteration 30Q (31785.560000 sec): 3 clusters
  Score: Raw -262554.667050 + Penalty 2671.631007 = -259883.036042
  nChanged 1
		SP:Iteration 31Q (31785.710000 sec): 3 clusters
  Score: Raw -262554.798466 + Penalty 2671.631007 = -259883.167458
  nChanged 0
		SP:Iteration 32F (31785.850000 sec): 3 clusters
  Score: Raw -262554.798466 + Penalty 2671.631007 = -259883.167458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31785.920000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31786.070000 sec): 3 clusters
  Score: Raw -14447.104949 + Penalty 1712.053902 = -12735.051047
  nChanged 17
		SP:Iteration 1F (31786.270000 sec): 3 clusters
  Score: Raw -14489.834481 + Penalty 1712.053902 = -12777.780580
  nChanged 2
		SP:Iteration 2Q (31786.400000 sec): 3 clusters
  Score: Raw -14493.382247 + Penalty 1712.053902 = -12781.328346
  nChanged 1
		SP:Iteration 3Q (31786.570000 sec): 3 clusters
  Score: Raw -14498.512574 + Penalty 1712.053902 = -12786.458672
  nChanged 0
		SP:Iteration 4F (31786.730000 sec): 3 clusters
  Score: Raw -14498.512574 + Penalty 1712.053902 = -12786.458672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31786.820000 sec): 2 clusters
  Score: Raw -115416.389219 + Penalty 1183.225170 = -114233.164048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31786.950000 sec): 3 clusters
  Score: Raw -114863.735167 + Penalty 2366.450341 = -112497.284826
  nChanged 486
		SP:Iteration 1F (31787.110000 sec): 3 clusters
  Score: Raw -115225.811217 + Penalty 2366.450341 = -112859.360876
  nChanged 125
		SP:Iteration 2F (31787.270000 sec): 3 clusters
  Score: Raw -115358.701785 + Penalty 2366.450341 = -112992.251445
  nChanged 87
		SP:Iteration 3F (31787.430000 sec): 3 clusters
  Score: Raw -115441.106951 + Penalty 2366.450341 = -113074.656610
  nChanged 54
		SP:Iteration 4Q (31787.590000 sec): 3 clusters
  Score: Raw -115492.134890 + Penalty 2366.450341 = -113125.684549
  nChanged 45
		SP:Iteration 5Q (31787.750000 sec): 3 clusters
  Score: Raw -115536.389691 + Penalty 2366.450341 = -113169.939350
  nChanged 37
		SP:Iteration 6Q (31787.940000 sec): 3 clusters
  Score: Raw -115576.813411 + Penalty 2366.450341 = -113210.363071
  nChanged 32
		SP:Iteration 7Q (31788.070000 sec): 3 clusters
  Score: Raw -115604.602751 + Penalty 2366.450341 = -113238.152411
  nChanged 26
		SP:Iteration 8Q (31788.230000 sec): 3 clusters
  Score: Raw -115625.111953 + Penalty 2366.450341 = -113258.661613
  nChanged 17
		SP:Iteration 9Q (31788.390000 sec): 3 clusters
  Score: Raw -115633.494379 + Penalty 2366.450341 = -113267.044038
  nChanged 10
		SP:Iteration 10Q (31788.550000 sec): 3 clusters
  Score: Raw -115639.002371 + Penalty 2366.450341 = -113272.552031
  nChanged 10
		SP:Iteration 11Q (31788.710000 sec): 3 clusters
  Score: Raw -115646.714073 + Penalty 2366.450341 = -113280.263732
  nChanged 7
		SP:Iteration 12Q (31788.870000 sec): 3 clusters
  Score: Raw -115652.737656 + Penalty 2366.450341 = -113286.287315
  nChanged 5
		SP:Iteration 13Q (31789.030000 sec): 3 clusters
  Score: Raw -115655.576513 + Penalty 2366.450341 = -113289.126172
  nChanged 5
		SP:Iteration 14Q (31789.190000 sec): 3 clusters
  Score: Raw -115660.643718 + Penalty 2366.450341 = -113294.193377
  nChanged 4
		SP:Iteration 15Q (31789.350000 sec): 3 clusters
  Score: Raw -115666.105311 + Penalty 2366.450341 = -113299.654971
  nChanged 5
		SP:Iteration 16Q (31789.510000 sec): 3 clusters
  Score: Raw -115670.938902 + Penalty 2366.450341 = -113304.488561
  nChanged 7
		SP:Iteration 17Q (31789.710000 sec): 3 clusters
  Score: Raw -115675.334523 + Penalty 2366.450341 = -113308.884182
  nChanged 6
		SP:Iteration 18Q (31789.880000 sec): 3 clusters
  Score: Raw -115680.094369 + Penalty 2366.450341 = -113313.644028
  nChanged 3
		SP:Iteration 19Q (31790.030000 sec): 3 clusters
  Score: Raw -115681.727896 + Penalty 2366.450341 = -113315.277555
  nChanged 2
		SP:Iteration 20F (31790.180000 sec): 3 clusters
  Score: Raw -115682.248082 + Penalty 2366.450341 = -113315.797741
  nChanged 1
		SP:Iteration 21Q (31790.320000 sec): 3 clusters
  Score: Raw -115682.585411 + Penalty 2366.450341 = -113316.135070
  nChanged 1
		SP:Iteration 22Q (31790.470000 sec): 3 clusters
  Score: Raw -115682.954526 + Penalty 2366.450341 = -113316.504186
  nChanged 0
		SP:Iteration 23F (31790.610000 sec): 3 clusters
  Score: Raw -115682.954526 + Penalty 2366.450341 = -113316.504186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31790.770000 sec): 2 clusters
  Score: Raw -767280.148263 + Penalty 1480.333767 = -765799.814496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31790.980000 sec): 3 clusters
  Score: Raw -762215.534192 + Penalty 2960.667533 = -759254.866659
  nChanged 3872
		SP:Iteration 1F (31791.220000 sec): 3 clusters
  Score: Raw -764318.874903 + Penalty 2960.667533 = -761358.207369
  nChanged 569
		SP:Iteration 2F (31791.380000 sec): 3 clusters
  Score: Raw -764611.724943 + Penalty 2960.667533 = -761651.057410
  nChanged 507
		SP:Iteration 3F (31791.590000 sec): 3 clusters
  Score: Raw -764865.067229 + Penalty 2960.667533 = -761904.399696
  nChanged 459
		SP:Iteration 4F (31791.810000 sec): 3 clusters
  Score: Raw -765121.251694 + Penalty 2960.667533 = -762160.584161
  nChanged 429
		SP:Iteration 5Q (31792.030000 sec): 3 clusters
  Score: Raw -765385.727828 + Penalty 2960.667533 = -762425.060295
  nChanged 481
		SP:Iteration 6F (31792.160000 sec): 3 clusters
  Score: Raw -765722.187243 + Penalty 2960.667533 = -762761.519710
  nChanged 575
		SP:Iteration 7F (31792.320000 sec): 3 clusters
  Score: Raw -766140.497892 + Penalty 2960.667533 = -763179.830359
  nChanged 556
		SP:Iteration 8F (31792.520000 sec): 3 clusters
  Score: Raw -766517.678698 + Penalty 2960.667533 = -763557.011165
  nChanged 469
		SP:Iteration 9F (31792.750000 sec): 3 clusters
  Score: Raw -766774.963012 + Penalty 2960.667533 = -763814.295479
  nChanged 336
		SP:Iteration 10Q (31792.930000 sec): 3 clusters
  Score: Raw -766912.853942 + Penalty 2960.667533 = -763952.186408
  nChanged 234
		SP:Iteration 11Q (31793.130000 sec): 3 clusters
  Score: Raw -767005.249685 + Penalty 2960.667533 = -764044.582152
  nChanged 190
		SP:Iteration 12Q (31793.300000 sec): 3 clusters
  Score: Raw -767057.953192 + Penalty 2960.667533 = -764097.285659
  nChanged 120
		SP:Iteration 13Q (31793.500000 sec): 3 clusters
  Score: Raw -767085.490841 + Penalty 2960.667533 = -764124.823308
  nChanged 66
		SP:Iteration 14Q (31793.700000 sec): 3 clusters
  Score: Raw -767099.401930 + Penalty 2960.667533 = -764138.734397
  nChanged 54
		SP:Iteration 15Q (31793.900000 sec): 3 clusters
  Score: Raw -767108.762528 + Penalty 2960.667533 = -764148.094994
  nChanged 42
		SP:Iteration 16Q (31794.140000 sec): 3 clusters
  Score: Raw -767114.189482 + Penalty 2960.667533 = -764153.521948
  nChanged 28
		SP:Iteration 17Q (31794.320000 sec): 3 clusters
  Score: Raw -767117.975753 + Penalty 2960.667533 = -764157.308220
  nChanged 34
		SP:Iteration 18Q (31794.550000 sec): 3 clusters
  Score: Raw -767123.333622 + Penalty 2960.667533 = -764162.666089
  nChanged 24
		SP:Iteration 19Q (31794.720000 sec): 3 clusters
  Score: Raw -767127.460959 + Penalty 2960.667533 = -764166.793426
  nChanged 30
		SP:Iteration 20F (31794.970000 sec): 3 clusters
  Score: Raw -767131.724791 + Penalty 2960.667533 = -764171.057257
  nChanged 22
		SP:Iteration 21Q (31795.160000 sec): 3 clusters
  Score: Raw -767135.149597 + Penalty 2960.667533 = -764174.482063
  nChanged 22
		SP:Iteration 22Q (31795.420000 sec): 3 clusters
  Score: Raw -767138.337078 + Penalty 2960.667533 = -764177.669545
  nChanged 22
		SP:Iteration 23Q (31795.600000 sec): 3 clusters
  Score: Raw -767141.403980 + Penalty 2960.667533 = -764180.736447
  nChanged 15
		SP:Iteration 24Q (31795.820000 sec): 3 clusters
  Score: Raw -767143.772013 + Penalty 2960.667533 = -764183.104480
  nChanged 14
		SP:Iteration 25Q (31796.020000 sec): 3 clusters
  Score: Raw -767145.631119 + Penalty 2960.667533 = -764184.963586
  nChanged 12
		SP:Iteration 26Q (31796.240000 sec): 3 clusters
  Score: Raw -767147.079447 + Penalty 2960.667533 = -764186.411913
  nChanged 5
		SP:Iteration 27Q (31796.440000 sec): 3 clusters
  Score: Raw -767147.628592 + Penalty 2960.667533 = -764186.961058
  nChanged 9
		SP:Iteration 28Q (31796.650000 sec): 3 clusters
  Score: Raw -767148.642332 + Penalty 2960.667533 = -764187.974799
  nChanged 12
		SP:Iteration 29Q (31796.860000 sec): 3 clusters
  Score: Raw -767150.009335 + Penalty 2960.667533 = -764189.341801
  nChanged 8
		SP:Iteration 30Q (31797.090000 sec): 3 clusters
  Score: Raw -767151.028488 + Penalty 2960.667533 = -764190.360954
  nChanged 11
		SP:Iteration 31Q (31797.230000 sec): 3 clusters
  Score: Raw -767152.253507 + Penalty 2960.667533 = -764191.585974
  nChanged 12
		SP:Iteration 32Q (31797.460000 sec): 3 clusters
  Score: Raw -767153.487476 + Penalty 2960.667533 = -764192.819943
  nChanged 11
		SP:Iteration 33Q (31797.640000 sec): 3 clusters
  Score: Raw -767154.498391 + Penalty 2960.667533 = -764193.830857
  nChanged 11
		SP:Iteration 34Q (31797.860000 sec): 3 clusters
  Score: Raw -767155.827000 + Penalty 2960.667533 = -764195.159466
  nChanged 9
		SP:Iteration 35Q (31798.100000 sec): 3 clusters
  Score: Raw -767157.046016 + Penalty 2960.667533 = -764196.378483
  nChanged 9
		SP:Iteration 36Q (31798.340000 sec): 3 clusters
  Score: Raw -767157.859176 + Penalty 2960.667533 = -764197.191642
  nChanged 11
		SP:Iteration 37Q (31798.610000 sec): 3 clusters
  Score: Raw -767159.092393 + Penalty 2960.667533 = -764198.424859
  nChanged 16
		SP:Iteration 38Q (31798.820000 sec): 3 clusters
  Score: Raw -767160.657496 + Penalty 2960.667533 = -764199.989962
  nChanged 13
		SP:Iteration 39Q (31799.010000 sec): 3 clusters
  Score: Raw -767162.288208 + Penalty 2960.667533 = -764201.620674
  nChanged 11
		SP:Iteration 40F (31799.200000 sec): 3 clusters
  Score: Raw -767163.407900 + Penalty 2960.667533 = -764202.740366
  nChanged 8
		SP:Iteration 41Q (31799.390000 sec): 3 clusters
  Score: Raw -767164.264828 + Penalty 2960.667533 = -764203.597294
  nChanged 6
		SP:Iteration 42Q (31799.640000 sec): 3 clusters
  Score: Raw -767164.948795 + Penalty 2960.667533 = -764204.281261
  nChanged 7
		SP:Iteration 43Q (31799.860000 sec): 3 clusters
  Score: Raw -767165.637722 + Penalty 2960.667533 = -764204.970189
  nChanged 5
		SP:Iteration 44Q (31800.030000 sec): 3 clusters
  Score: Raw -767166.044499 + Penalty 2960.667533 = -764205.376966
  nChanged 2
		SP:Iteration 45Q (31800.230000 sec): 3 clusters
  Score: Raw -767166.287180 + Penalty 2960.667533 = -764205.619646
  nChanged 3
		SP:Iteration 46Q (31800.490000 sec): 3 clusters
  Score: Raw -767166.580864 + Penalty 2960.667533 = -764205.913330
  nChanged 5
		SP:Iteration 47Q (31800.670000 sec): 3 clusters
  Score: Raw -767167.130231 + Penalty 2960.667533 = -764206.462697
  nChanged 7
		SP:Iteration 48Q (31800.920000 sec): 3 clusters
  Score: Raw -767167.795147 + Penalty 2960.667533 = -764207.127614
  nChanged 7
		SP:Iteration 49Q (31801.160000 sec): 3 clusters
  Score: Raw -767168.419850 + Penalty 2960.667533 = -764207.752317
  nChanged 8
		SP:Iteration 50Q (31801.390000 sec): 3 clusters
  Score: Raw -767169.264073 + Penalty 2960.667533 = -764208.596539
  nChanged 9
		SP:Iteration 51Q (31801.610000 sec): 3 clusters
  Score: Raw -767170.748917 + Penalty 2960.667533 = -764210.081384
  nChanged 15
		SP:Iteration 52Q (31801.830000 sec): 3 clusters
  Score: Raw -767172.386631 + Penalty 2960.667533 = -764211.719098
  nChanged 13
		SP:Iteration 53Q (31802.090000 sec): 3 clusters
  Score: Raw -767174.337060 + Penalty 2960.667533 = -764213.669526
  nChanged 13
		SP:Iteration 54Q (31802.250000 sec): 3 clusters
  Score: Raw -767175.945975 + Penalty 2960.667533 = -764215.278441
  nChanged 18
		SP:Iteration 55Q (31802.540000 sec): 3 clusters
  Score: Raw -767178.547181 + Penalty 2960.667533 = -764217.879648
  nChanged 23
		SP:Iteration 56Q (31802.730000 sec): 3 clusters
  Score: Raw -767181.487714 + Penalty 2960.667533 = -764220.820181
  nChanged 17
		SP:Iteration 57Q (31802.950000 sec): 3 clusters
  Score: Raw -767183.274410 + Penalty 2960.667533 = -764222.606876
  nChanged 10
		SP:Iteration 58Q (31803.230000 sec): 3 clusters
  Score: Raw -767184.595354 + Penalty 2960.667533 = -764223.927821
  nChanged 15
		SP:Iteration 59Q (31803.440000 sec): 3 clusters
  Score: Raw -767186.649148 + Penalty 2960.667533 = -764225.981614
  nChanged 16
		SP:Iteration 60F (31803.670000 sec): 3 clusters
  Score: Raw -767188.819961 + Penalty 2960.667533 = -764228.152428
  nChanged 19
		SP:Iteration 61Q (31803.930000 sec): 3 clusters
  Score: Raw -767191.363529 + Penalty 2960.667533 = -764230.695995
  nChanged 23
		SP:Iteration 62Q (31804.110000 sec): 3 clusters
  Score: Raw -767194.450747 + Penalty 2960.667533 = -764233.783214
  nChanged 22
		SP:Iteration 63Q (31804.290000 sec): 3 clusters
  Score: Raw -767197.875412 + Penalty 2960.667533 = -764237.207878
  nChanged 20
		SP:Iteration 64Q (31804.490000 sec): 3 clusters
  Score: Raw -767200.717764 + Penalty 2960.667533 = -764240.050231
  nChanged 20
		SP:Iteration 65Q (31804.670000 sec): 3 clusters
  Score: Raw -767203.756471 + Penalty 2960.667533 = -764243.088937
  nChanged 20
		SP:Iteration 66Q (31804.930000 sec): 3 clusters
  Score: Raw -767206.727766 + Penalty 2960.667533 = -764246.060232
  nChanged 21
		SP:Iteration 67Q (31805.100000 sec): 3 clusters
  Score: Raw -767209.422403 + Penalty 2960.667533 = -764248.754870
  nChanged 21
		SP:Iteration 68Q (31805.270000 sec): 3 clusters
  Score: Raw -767212.331549 + Penalty 2960.667533 = -764251.664015
  nChanged 16
		SP:Iteration 69Q (31805.520000 sec): 3 clusters
  Score: Raw -767214.664927 + Penalty 2960.667533 = -764253.997393
  nChanged 15
		SP:Iteration 70Q (31805.730000 sec): 3 clusters
  Score: Raw -767217.084375 + Penalty 2960.667533 = -764256.416841
  nChanged 24
		SP:Iteration 71Q (31805.990000 sec): 3 clusters
  Score: Raw -767221.274339 + Penalty 2960.667533 = -764260.606806
  nChanged 34
		SP:Iteration 72Q (31806.160000 sec): 3 clusters
  Score: Raw -767227.268417 + Penalty 2960.667533 = -764266.600884
  nChanged 26
		SP:Iteration 73Q (31806.390000 sec): 3 clusters
  Score: Raw -767231.197083 + Penalty 2960.667533 = -764270.529550
  nChanged 32
		SP:Iteration 74Q (31806.620000 sec): 3 clusters
  Score: Raw -767236.060523 + Penalty 2960.667533 = -764275.392989
  nChanged 32
		SP:Iteration 75Q (31806.830000 sec): 3 clusters
  Score: Raw -767241.659183 + Penalty 2960.667533 = -764280.991650
  nChanged 25
		SP:Iteration 76Q (31807.030000 sec): 3 clusters
  Score: Raw -767245.504477 + Penalty 2960.667533 = -764284.836943
  nChanged 23
		SP:Iteration 77Q (31807.220000 sec): 3 clusters
  Score: Raw -767250.109092 + Penalty 2960.667533 = -764289.441558
  nChanged 33
		SP:Iteration 78Q (31807.470000 sec): 3 clusters
  Score: Raw -767256.707802 + Penalty 2960.667533 = -764296.040269
  nChanged 47
		SP:Iteration 79Q (31807.630000 sec): 3 clusters
  Score: Raw -767265.547499 + Penalty 2960.667533 = -764304.879965
  nChanged 47
		SP:Iteration 80F (31807.790000 sec): 3 clusters
  Score: Raw -767275.938680 + Penalty 2960.667533 = -764315.271146
  nChanged 55
		SP:Iteration 81Q (31808.010000 sec): 3 clusters
  Score: Raw -767288.158608 + Penalty 2960.667533 = -764327.491075
  nChanged 51
		SP:Iteration 82Q (31808.210000 sec): 3 clusters
  Score: Raw -767298.288582 + Penalty 2960.667533 = -764337.621049
  nChanged 49
		SP:Iteration 83Q (31808.400000 sec): 3 clusters
  Score: Raw -767307.302859 + Penalty 2960.667533 = -764346.635325
  nChanged 41
		SP:Iteration 84Q (31808.600000 sec): 3 clusters
  Score: Raw -767315.214568 + Penalty 2960.667533 = -764354.547034
  nChanged 45
		SP:Iteration 85Q (31808.840000 sec): 3 clusters
  Score: Raw -767324.374857 + Penalty 2960.667533 = -764363.707323
  nChanged 53
		SP:Iteration 86Q (31809.080000 sec): 3 clusters
  Score: Raw -767333.525703 + Penalty 2960.667533 = -764372.858169
  nChanged 38
		SP:Iteration 87Q (31809.270000 sec): 3 clusters
  Score: Raw -767341.132419 + Penalty 2960.667533 = -764380.464886
  nChanged 53
		SP:Iteration 88Q (31809.500000 sec): 3 clusters
  Score: Raw -767350.693525 + Penalty 2960.667533 = -764390.025992
  nChanged 52
		SP:Iteration 89Q (31809.740000 sec): 3 clusters
  Score: Raw -767361.318960 + Penalty 2960.667533 = -764400.651427
  nChanged 46
		SP:Iteration 90Q (31809.990000 sec): 3 clusters
  Score: Raw -767373.131090 + Penalty 2960.667533 = -764412.463557
  nChanged 56
		SP:Iteration 91Q (31810.200000 sec): 3 clusters
  Score: Raw -767386.650405 + Penalty 2960.667533 = -764425.982871
  nChanged 63
		SP:Iteration 92Q (31810.440000 sec): 3 clusters
  Score: Raw -767401.529434 + Penalty 2960.667533 = -764440.861901
  nChanged 57
		SP:Iteration 93Q (31810.730000 sec): 3 clusters
  Score: Raw -767412.293188 + Penalty 2960.667533 = -764451.625655
  nChanged 53
		SP:Iteration 94Q (31810.950000 sec): 3 clusters
  Score: Raw -767422.205239 + Penalty 2960.667533 = -764461.537706
  nChanged 43
		SP:Iteration 95Q (31811.180000 sec): 3 clusters
  Score: Raw -767431.326229 + Penalty 2960.667533 = -764470.658695
  nChanged 44
		SP:Iteration 96Q (31811.390000 sec): 3 clusters
  Score: Raw -767441.614838 + Penalty 2960.667533 = -764480.947304
  nChanged 50
		SP:Iteration 97Q (31811.670000 sec): 3 clusters
  Score: Raw -767451.480076 + Penalty 2960.667533 = -764490.812542
  nChanged 43
		SP:Iteration 98Q (31811.890000 sec): 3 clusters
  Score: Raw -767460.162517 + Penalty 2960.667533 = -764499.494984
  nChanged 49
		SP:Iteration 99Q (31812.110000 sec): 3 clusters
  Score: Raw -767469.273572 + Penalty 2960.667533 = -764508.606038
  nChanged 42
		SP:Iteration 100F (31812.320000 sec): 3 clusters
  Score: Raw -767476.973864 + Penalty 2960.667533 = -764516.306331
  nChanged 37
		SP:Iteration 101Q (31812.530000 sec): 3 clusters
  Score: Raw -767484.116426 + Penalty 2960.667533 = -764523.448892
  nChanged 26
		SP:Iteration 102Q (31812.750000 sec): 3 clusters
  Score: Raw -767489.234426 + Penalty 2960.667533 = -764528.566893
  nChanged 22
		SP:Iteration 103Q (31812.940000 sec): 3 clusters
  Score: Raw -767493.378462 + Penalty 2960.667533 = -764532.710929
  nChanged 22
		SP:Iteration 104Q (31813.150000 sec): 3 clusters
  Score: Raw -767497.397198 + Penalty 2960.667533 = -764536.729665
  nChanged 22
		SP:Iteration 105Q (31813.370000 sec): 3 clusters
  Score: Raw -767501.304645 + Penalty 2960.667533 = -764540.637111
  nChanged 29
		SP:Iteration 106Q (31813.570000 sec): 3 clusters
  Score: Raw -767506.020027 + Penalty 2960.667533 = -764545.352493
  nChanged 25
		SP:Iteration 107Q (31813.740000 sec): 3 clusters
  Score: Raw -767509.991636 + Penalty 2960.667533 = -764549.324103
  nChanged 15
		SP:Iteration 108Q (31814.000000 sec): 3 clusters
  Score: Raw -767512.605684 + Penalty 2960.667533 = -764551.938150
  nChanged 16
		SP:Iteration 109Q (31814.180000 sec): 3 clusters
  Score: Raw -767515.622490 + Penalty 2960.667533 = -764554.954956
  nChanged 16
		SP:Iteration 110Q (31814.410000 sec): 3 clusters
  Score: Raw -767519.131943 + Penalty 2960.667533 = -764558.464410
  nChanged 16
		SP:Iteration 111Q (31814.650000 sec): 3 clusters
  Score: Raw -767522.057772 + Penalty 2960.667533 = -764561.390239
  nChanged 14
		SP:Iteration 112Q (31814.810000 sec): 3 clusters
  Score: Raw -767524.923964 + Penalty 2960.667533 = -764564.256430
  nChanged 18
		SP:Iteration 113Q (31815.000000 sec): 3 clusters
  Score: Raw -767528.429746 + Penalty 2960.667533 = -764567.762213
  nChanged 23
		SP:Iteration 114Q (31815.200000 sec): 3 clusters
  Score: Raw -767532.138232 + Penalty 2960.667533 = -764571.470698
  nChanged 14
		SP:Iteration 115Q (31815.390000 sec): 3 clusters
  Score: Raw -767534.417785 + Penalty 2960.667533 = -764573.750251
  nChanged 10
		SP:Iteration 116Q (31815.610000 sec): 3 clusters
  Score: Raw -767535.579592 + Penalty 2960.667533 = -764574.912058
  nChanged 10
		SP:Iteration 117Q (31815.810000 sec): 3 clusters
  Score: Raw -767536.989229 + Penalty 2960.667533 = -764576.321695
  nChanged 8
		SP:Iteration 118Q (31816.030000 sec): 3 clusters
  Score: Raw -767538.468043 + Penalty 2960.667533 = -764577.800510
  nChanged 9
		SP:Iteration 119Q (31816.290000 sec): 3 clusters
  Score: Raw -767539.640497 + Penalty 2960.667533 = -764578.972963
  nChanged 5
		SP:Iteration 120F (31816.500000 sec): 3 clusters
  Score: Raw -767540.271648 + Penalty 2960.667533 = -764579.604114
  nChanged 2
		SP:Iteration 121Q (31816.750000 sec): 3 clusters
  Score: Raw -767540.642808 + Penalty 2960.667533 = -764579.975274
  nChanged 3
		SP:Iteration 122Q (31816.970000 sec): 3 clusters
  Score: Raw -767541.117466 + Penalty 2960.667533 = -764580.449933
  nChanged 5
		SP:Iteration 123Q (31817.170000 sec): 3 clusters
  Score: Raw -767541.907911 + Penalty 2960.667533 = -764581.240378
  nChanged 2
		SP:Iteration 124Q (31817.410000 sec): 3 clusters
  Score: Raw -767542.087304 + Penalty 2960.667533 = -764581.419771
  nChanged 1
		SP:Iteration 125Q (31817.650000 sec): 3 clusters
  Score: Raw -767542.243748 + Penalty 2960.667533 = -764581.576215
  nChanged 2
		SP:Iteration 126Q (31817.880000 sec): 3 clusters
  Score: Raw -767542.694149 + Penalty 2960.667533 = -764582.026616
  nChanged 5
		SP:Iteration 127Q (31818.060000 sec): 3 clusters
  Score: Raw -767543.543449 + Penalty 2960.667533 = -764582.875916
  nChanged 5
		SP:Iteration 128Q (31818.300000 sec): 3 clusters
  Score: Raw -767544.153478 + Penalty 2960.667533 = -764583.485944
  nChanged 5
		SP:Iteration 129Q (31818.500000 sec): 3 clusters
  Score: Raw -767545.007816 + Penalty 2960.667533 = -764584.340282
  nChanged 9
		SP:Iteration 130Q (31818.720000 sec): 3 clusters
  Score: Raw -767546.324226 + Penalty 2960.667533 = -764585.656692
  nChanged 5
		SP:Iteration 131Q (31818.920000 sec): 3 clusters
  Score: Raw -767547.096901 + Penalty 2960.667533 = -764586.429368
  nChanged 9
		SP:Iteration 132Q (31819.180000 sec): 3 clusters
  Score: Raw -767548.809578 + Penalty 2960.667533 = -764588.142045
  nChanged 8
		SP:Iteration 133Q (31819.400000 sec): 3 clusters
  Score: Raw -767549.887409 + Penalty 2960.667533 = -764589.219876
  nChanged 7
		SP:Iteration 134Q (31819.580000 sec): 3 clusters
  Score: Raw -767550.989854 + Penalty 2960.667533 = -764590.322320
  nChanged 8
		SP:Iteration 135Q (31819.720000 sec): 3 clusters
  Score: Raw -767552.012538 + Penalty 2960.667533 = -764591.345005
  nChanged 5
		SP:Iteration 136Q (31819.920000 sec): 3 clusters
  Score: Raw -767552.590596 + Penalty 2960.667533 = -764591.923063
  nChanged 6
		SP:Iteration 137Q (31820.130000 sec): 3 clusters
  Score: Raw -767553.476423 + Penalty 2960.667533 = -764592.808890
  nChanged 6
		SP:Iteration 138Q (31820.320000 sec): 3 clusters
  Score: Raw -767554.125995 + Penalty 2960.667533 = -764593.458461
  nChanged 6
		SP:Iteration 139Q (31820.530000 sec): 3 clusters
  Score: Raw -767555.027300 + Penalty 2960.667533 = -764594.359766
  nChanged 5
		SP:Iteration 140F (31820.720000 sec): 3 clusters
  Score: Raw -767555.602913 + Penalty 2960.667533 = -764594.935380
  nChanged 2
		SP:Iteration 141Q (31820.910000 sec): 3 clusters
  Score: Raw -767555.861417 + Penalty 2960.667533 = -764595.193883
  nChanged 3
		SP:Iteration 142Q (31821.060000 sec): 3 clusters
  Score: Raw -767556.316608 + Penalty 2960.667533 = -764595.649074
  nChanged 3
		SP:Iteration 143Q (31821.280000 sec): 3 clusters
  Score: Raw -767556.823214 + Penalty 2960.667533 = -764596.155681
  nChanged 7
		SP:Iteration 144Q (31821.560000 sec): 3 clusters
  Score: Raw -767558.068935 + Penalty 2960.667533 = -764597.401402
  nChanged 4
		SP:Iteration 145Q (31821.740000 sec): 3 clusters
  Score: Raw -767558.544779 + Penalty 2960.667533 = -764597.877246
  nChanged 6
		SP:Iteration 146Q (31821.960000 sec): 3 clusters
  Score: Raw -767559.347794 + Penalty 2960.667533 = -764598.680260
  nChanged 4
		SP:Iteration 147Q (31822.180000 sec): 3 clusters
  Score: Raw -767559.804408 + Penalty 2960.667533 = -764599.136874
  nChanged 2
		SP:Iteration 148Q (31822.440000 sec): 3 clusters
  Score: Raw -767560.172831 + Penalty 2960.667533 = -764599.505298
  nChanged 5
		SP:Iteration 149Q (31822.620000 sec): 3 clusters
  Score: Raw -767560.899705 + Penalty 2960.667533 = -764600.232172
  nChanged 3
		SP:Iteration 150Q (31822.820000 sec): 3 clusters
  Score: Raw -767561.332097 + Penalty 2960.667533 = -764600.664564
  nChanged 5
		SP:Iteration 151Q (31823.060000 sec): 3 clusters
  Score: Raw -767562.443851 + Penalty 2960.667533 = -764601.776317
  nChanged 9
		SP:Iteration 152Q (31823.320000 sec): 3 clusters
  Score: Raw -767564.692765 + Penalty 2960.667533 = -764604.025231
  nChanged 14
		SP:Iteration 153Q (31823.490000 sec): 3 clusters
  Score: Raw -767567.151841 + Penalty 2960.667533 = -764606.484308
  nChanged 13
		SP:Iteration 154Q (31823.710000 sec): 3 clusters
  Score: Raw -767569.351272 + Penalty 2960.667533 = -764608.683738
  nChanged 10
		SP:Iteration 155Q (31823.980000 sec): 3 clusters
  Score: Raw -767570.958075 + Penalty 2960.667533 = -764610.290542
  nChanged 17
		SP:Iteration 156Q (31824.170000 sec): 3 clusters
  Score: Raw -767573.761125 + Penalty 2960.667533 = -764613.093592
  nChanged 12
		SP:Iteration 157Q (31824.410000 sec): 3 clusters
  Score: Raw -767575.602156 + Penalty 2960.667533 = -764614.934622
  nChanged 12
		SP:Iteration 158Q (31824.600000 sec): 3 clusters
  Score: Raw -767577.335428 + Penalty 2960.667533 = -764616.667895
  nChanged 5
		SP:Iteration 159Q (31824.800000 sec): 3 clusters
  Score: Raw -767578.157161 + Penalty 2960.667533 = -764617.489628
  nChanged 5
		SP:Iteration 160F (31824.970000 sec): 3 clusters
  Score: Raw -767578.880045 + Penalty 2960.667533 = -764618.212512
  nChanged 5
		SP:Iteration 161Q (31825.230000 sec): 3 clusters
  Score: Raw -767579.633624 + Penalty 2960.667533 = -764618.966091
  nChanged 6
		SP:Iteration 162Q (31825.420000 sec): 3 clusters
  Score: Raw -767580.404506 + Penalty 2960.667533 = -764619.736972
  nChanged 3
		SP:Iteration 163Q (31825.630000 sec): 3 clusters
  Score: Raw -767580.778189 + Penalty 2960.667533 = -764620.110655
  nChanged 3
		SP:Iteration 164Q (31825.820000 sec): 3 clusters
  Score: Raw -767581.233632 + Penalty 2960.667533 = -764620.566099
  nChanged 3
		SP:Iteration 165Q (31826.020000 sec): 3 clusters
  Score: Raw -767581.923956 + Penalty 2960.667533 = -764621.256423
  nChanged 6
		SP:Iteration 166Q (31826.260000 sec): 3 clusters
  Score: Raw -767582.978455 + Penalty 2960.667533 = -764622.310921
  nChanged 8
		SP:Iteration 167Q (31826.460000 sec): 3 clusters
  Score: Raw -767584.311000 + Penalty 2960.667533 = -764623.643466
  nChanged 11
		SP:Iteration 168Q (31826.620000 sec): 3 clusters
  Score: Raw -767586.406350 + Penalty 2960.667533 = -764625.738816
  nChanged 18
		SP:Iteration 169Q (31826.810000 sec): 3 clusters
  Score: Raw -767590.273069 + Penalty 2960.667533 = -764629.605535
  nChanged 20
		SP:Iteration 170Q (31827.020000 sec): 3 clusters
  Score: Raw -767594.142786 + Penalty 2960.667533 = -764633.475253
  nChanged 14
		SP:Iteration 171Q (31827.220000 sec): 3 clusters
  Score: Raw -767596.870189 + Penalty 2960.667533 = -764636.202655
  nChanged 12
		SP:Iteration 172Q (31827.410000 sec): 3 clusters
  Score: Raw -767599.167773 + Penalty 2960.667533 = -764638.500240
  nChanged 13
		SP:Iteration 173Q (31827.630000 sec): 3 clusters
  Score: Raw -767601.344128 + Penalty 2960.667533 = -764640.676595
  nChanged 8
		SP:Iteration 174Q (31827.860000 sec): 3 clusters
  Score: Raw -767602.676235 + Penalty 2960.667533 = -764642.008701
  nChanged 6
		SP:Iteration 175Q (31828.100000 sec): 3 clusters
  Score: Raw -767603.824514 + Penalty 2960.667533 = -764643.156981
  nChanged 12
		SP:Iteration 176Q (31828.300000 sec): 3 clusters
  Score: Raw -767606.181993 + Penalty 2960.667533 = -764645.514460
  nChanged 13
		SP:Iteration 177Q (31828.520000 sec): 3 clusters
  Score: Raw -767608.880540 + Penalty 2960.667533 = -764648.213007
  nChanged 10
		SP:Iteration 178Q (31828.770000 sec): 3 clusters
  Score: Raw -767611.349594 + Penalty 2960.667533 = -764650.682060
  nChanged 12
		SP:Iteration 179Q (31829.000000 sec): 3 clusters
  Score: Raw -767613.593647 + Penalty 2960.667533 = -764652.926114
  nChanged 13
		SP:Iteration 180F (31829.200000 sec): 3 clusters
  Score: Raw -767615.923311 + Penalty 2960.667533 = -764655.255778
  nChanged 7
		SP:Iteration 181Q (31829.430000 sec): 3 clusters
  Score: Raw -767617.012515 + Penalty 2960.667533 = -764656.344982
  nChanged 9
		SP:Iteration 182Q (31829.620000 sec): 3 clusters
  Score: Raw -767618.182620 + Penalty 2960.667533 = -764657.515087
  nChanged 8
		SP:Iteration 183Q (31829.810000 sec): 3 clusters
  Score: Raw -767619.802584 + Penalty 2960.667533 = -764659.135051
  nChanged 15
		SP:Iteration 184Q (31830.020000 sec): 3 clusters
  Score: Raw -767622.516209 + Penalty 2960.667533 = -764661.848676
  nChanged 14
		SP:Iteration 185Q (31830.200000 sec): 3 clusters
  Score: Raw -767624.651967 + Penalty 2960.667533 = -764663.984434
  nChanged 9
		SP:Iteration 186Q (31830.430000 sec): 3 clusters
  Score: Raw -767626.323374 + Penalty 2960.667533 = -764665.655841
  nChanged 7
		SP:Iteration 187Q (31830.620000 sec): 3 clusters
  Score: Raw -767627.493116 + Penalty 2960.667533 = -764666.825582
  nChanged 7
		SP:Iteration 188Q (31830.840000 sec): 3 clusters
  Score: Raw -767628.531090 + Penalty 2960.667533 = -764667.863557
  nChanged 3
		SP:Iteration 189Q (31831.110000 sec): 3 clusters
  Score: Raw -767628.970221 + Penalty 2960.667533 = -764668.302687
  nChanged 4
		SP:Iteration 190Q (31831.270000 sec): 3 clusters
  Score: Raw -767629.755624 + Penalty 2960.667533 = -764669.088091
  nChanged 8
		SP:Iteration 191Q (31831.460000 sec): 3 clusters
  Score: Raw -767631.220359 + Penalty 2960.667533 = -764670.552826
  nChanged 6
		SP:Iteration 192Q (31831.660000 sec): 3 clusters
  Score: Raw -767632.395283 + Penalty 2960.667533 = -764671.727749
  nChanged 3
		SP:Iteration 193Q (31831.920000 sec): 3 clusters
  Score: Raw -767632.960614 + Penalty 2960.667533 = -764672.293080
  nChanged 3
		SP:Iteration 194Q (31832.080000 sec): 3 clusters
  Score: Raw -767633.511722 + Penalty 2960.667533 = -764672.844188
  nChanged 3
		SP:Iteration 195Q (31832.250000 sec): 3 clusters
  Score: Raw -767633.948344 + Penalty 2960.667533 = -764673.280811
  nChanged 5
		SP:Iteration 196Q (31832.450000 sec): 3 clusters
  Score: Raw -767634.952545 + Penalty 2960.667533 = -764674.285011
  nChanged 7
		SP:Iteration 197Q (31832.660000 sec): 3 clusters
  Score: Raw -767636.646325 + Penalty 2960.667533 = -764675.978792
  nChanged 14
		SP:Iteration 198Q (31832.880000 sec): 3 clusters
  Score: Raw -767639.434776 + Penalty 2960.667533 = -764678.767242
  nChanged 12
		SP:Iteration 199Q (31833.160000 sec): 3 clusters
  Score: Raw -767641.528963 + Penalty 2960.667533 = -764680.861430
  nChanged 14
		SP:Iteration 200F (31833.270000 sec): 3 clusters
  Score: Raw -767644.833540 + Penalty 2960.667533 = -764684.166007
  nChanged 21
		SP:Iteration 201Q (31833.460000 sec): 3 clusters
  Score: Raw -767650.019611 + Penalty 2960.667533 = -764689.352078
  nChanged 24
		SP:Iteration 202Q (31833.620000 sec): 3 clusters
  Score: Raw -767655.271916 + Penalty 2960.667533 = -764694.604383
  nChanged 24
		SP:Iteration 203Q (31833.810000 sec): 3 clusters
  Score: Raw -767660.988482 + Penalty 2960.667533 = -764700.320949
  nChanged 23
		SP:Iteration 204Q (31834.020000 sec): 3 clusters
  Score: Raw -767665.968739 + Penalty 2960.667533 = -764705.301206
  nChanged 22
		SP:Iteration 205Q (31834.220000 sec): 3 clusters
  Score: Raw -767670.569482 + Penalty 2960.667533 = -764709.901948
  nChanged 17
		SP:Iteration 206Q (31834.440000 sec): 3 clusters
  Score: Raw -767673.612674 + Penalty 2960.667533 = -764712.945140
  nChanged 16
		SP:Iteration 207Q (31834.660000 sec): 3 clusters
  Score: Raw -767676.610410 + Penalty 2960.667533 = -764715.942877
  nChanged 11
		SP:Iteration 208Q (31834.890000 sec): 3 clusters
  Score: Raw -767678.531176 + Penalty 2960.667533 = -764717.863643
  nChanged 10
		SP:Iteration 209Q (31835.090000 sec): 3 clusters
  Score: Raw -767680.271387 + Penalty 2960.667533 = -764719.603853
  nChanged 8
		SP:Iteration 210Q (31835.290000 sec): 3 clusters
  Score: Raw -767681.810186 + Penalty 2960.667533 = -764721.142653
  nChanged 9
		SP:Iteration 211Q (31835.540000 sec): 3 clusters
  Score: Raw -767683.849348 + Penalty 2960.667533 = -764723.181814
  nChanged 9
		SP:Iteration 212Q (31835.710000 sec): 3 clusters
  Score: Raw -767685.636650 + Penalty 2960.667533 = -764724.969116
  nChanged 9
		SP:Iteration 213Q (31835.970000 sec): 3 clusters
  Score: Raw -767687.090181 + Penalty 2960.667533 = -764726.422648
  nChanged 10
		SP:Iteration 214Q (31836.150000 sec): 3 clusters
  Score: Raw -767688.944016 + Penalty 2960.667533 = -764728.276482
  nChanged 6
		SP:Iteration 215Q (31836.360000 sec): 3 clusters
  Score: Raw -767690.015254 + Penalty 2960.667533 = -764729.347720
  nChanged 7
		SP:Iteration 216Q (31836.610000 sec): 3 clusters
  Score: Raw -767691.315259 + Penalty 2960.667533 = -764730.647726
  nChanged 8
		SP:Iteration 217Q (31836.840000 sec): 3 clusters
  Score: Raw -767692.642853 + Penalty 2960.667533 = -764731.975320
  nChanged 3
		SP:Iteration 218Q (31837.010000 sec): 3 clusters
  Score: Raw -767693.171758 + Penalty 2960.667533 = -764732.504225
  nChanged 3
		SP:Iteration 219Q (31837.220000 sec): 3 clusters
  Score: Raw -767693.712293 + Penalty 2960.667533 = -764733.044760
  nChanged 3
		SP:Iteration 220F (31837.440000 sec): 3 clusters
  Score: Raw -767694.247074 + Penalty 2960.667533 = -764733.579541
  nChanged 3
		SP:Iteration 221Q (31837.620000 sec): 3 clusters
  Score: Raw -767694.826593 + Penalty 2960.667533 = -764734.159060
  nChanged 1
		SP:Iteration 222Q (31837.840000 sec): 3 clusters
  Score: Raw -767695.063368 + Penalty 2960.667533 = -764734.395834
  nChanged 1
		SP:Iteration 223Q (31838.060000 sec): 3 clusters
  Score: Raw -767695.187861 + Penalty 2960.667533 = -764734.520328
  nChanged 0
		SP:Iteration 224F (31838.270000 sec): 3 clusters
  Score: Raw -767695.187861 + Penalty 2960.667533 = -764734.520328
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31838.370000 sec): 2 clusters
  Score: Raw -298499.474885 + Penalty 1346.026734 = -297153.448151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31838.510000 sec): 3 clusters
  Score: Raw -296490.507852 + Penalty 2692.053468 = -293798.454383
  nChanged 1601
		SP:Iteration 1F (31838.660000 sec): 3 clusters
  Score: Raw -297648.430489 + Penalty 2692.053468 = -294956.377021
  nChanged 416
		SP:Iteration 2F (31838.800000 sec): 3 clusters
  Score: Raw -298067.047883 + Penalty 2692.053468 = -295374.994415
  nChanged 330
		SP:Iteration 3F (31839.000000 sec): 3 clusters
  Score: Raw -298378.870187 + Penalty 2692.053468 = -295686.816718
  nChanged 257
		SP:Iteration 4F (31839.200000 sec): 3 clusters
  Score: Raw -298614.887405 + Penalty 2692.053468 = -295922.833937
  nChanged 202
		SP:Iteration 5F (31839.360000 sec): 3 clusters
  Score: Raw -298778.939075 + Penalty 2692.053468 = -296086.885607
  nChanged 163
		SP:Iteration 6Q (31839.520000 sec): 3 clusters
  Score: Raw -298894.417301 + Penalty 2692.053468 = -296202.363833
  nChanged 121
		SP:Iteration 7Q (31839.640000 sec): 3 clusters
  Score: Raw -298953.805207 + Penalty 2692.053468 = -296261.751739
  nChanged 78
		SP:Iteration 8Q (31839.790000 sec): 3 clusters
  Score: Raw -298991.093206 + Penalty 2692.053468 = -296299.039738
  nChanged 68
		SP:Iteration 9Q (31839.930000 sec): 3 clusters
  Score: Raw -299020.490539 + Penalty 2692.053468 = -296328.437070
  nChanged 52
		SP:Iteration 10Q (31840.070000 sec): 3 clusters
  Score: Raw -299041.071522 + Penalty 2692.053468 = -296349.018054
  nChanged 47
		SP:Iteration 11Q (31840.250000 sec): 3 clusters
  Score: Raw -299057.577314 + Penalty 2692.053468 = -296365.523846
  nChanged 33
		SP:Iteration 12Q (31840.430000 sec): 3 clusters
  Score: Raw -299069.036706 + Penalty 2692.053468 = -296376.983237
  nChanged 28
		SP:Iteration 13Q (31840.610000 sec): 3 clusters
  Score: Raw -299078.608232 + Penalty 2692.053468 = -296386.554763
  nChanged 29
		SP:Iteration 14Q (31840.810000 sec): 3 clusters
  Score: Raw -299088.225838 + Penalty 2692.053468 = -296396.172370
  nChanged 18
		SP:Iteration 15Q (31840.970000 sec): 3 clusters
  Score: Raw -299094.376080 + Penalty 2692.053468 = -296402.322612
  nChanged 19
		SP:Iteration 16Q (31841.130000 sec): 3 clusters
  Score: Raw -299099.222143 + Penalty 2692.053468 = -296407.168674
  nChanged 11
		SP:Iteration 17Q (31841.290000 sec): 3 clusters
  Score: Raw -299102.583604 + Penalty 2692.053468 = -296410.530136
  nChanged 13
		SP:Iteration 18Q (31841.450000 sec): 3 clusters
  Score: Raw -299106.780613 + Penalty 2692.053468 = -296414.727144
  nChanged 11
		SP:Iteration 19Q (31841.610000 sec): 3 clusters
  Score: Raw -299112.280469 + Penalty 2692.053468 = -296420.227001
  nChanged 14
		SP:Iteration 20F (31841.800000 sec): 3 clusters
  Score: Raw -299116.729208 + Penalty 2692.053468 = -296424.675739
  nChanged 14
		SP:Iteration 21Q (31842.000000 sec): 3 clusters
  Score: Raw -299122.519032 + Penalty 2692.053468 = -296430.465563
  nChanged 13
		SP:Iteration 22Q (31842.110000 sec): 3 clusters
  Score: Raw -299125.926308 + Penalty 2692.053468 = -296433.872839
  nChanged 6
		SP:Iteration 23Q (31842.270000 sec): 3 clusters
  Score: Raw -299127.482207 + Penalty 2692.053468 = -296435.428738
  nChanged 4
		SP:Iteration 24Q (31842.430000 sec): 3 clusters
  Score: Raw -299128.295422 + Penalty 2692.053468 = -296436.241953
  nChanged 5
		SP:Iteration 25Q (31842.590000 sec): 3 clusters
  Score: Raw -299129.365678 + Penalty 2692.053468 = -296437.312210
  nChanged 4
		SP:Iteration 26Q (31842.750000 sec): 3 clusters
  Score: Raw -299130.281916 + Penalty 2692.053468 = -296438.228447
  nChanged 1
		SP:Iteration 27Q (31842.910000 sec): 3 clusters
  Score: Raw -299130.394773 + Penalty 2692.053468 = -296438.341305
  nChanged 0
		SP:Iteration 28F (31843.070000 sec): 3 clusters
  Score: Raw -299130.394773 + Penalty 2692.053468 = -296438.341305
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31843.150000 sec): 2 clusters
  Score: Raw -38392.407050 + Penalty 1065.245495 = -37327.161555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31843.360000 sec): 3 clusters
  Score: Raw -38265.269449 + Penalty 2130.490990 = -36134.778459
  nChanged 218
		SP:Iteration 1F (31843.520000 sec): 3 clusters
  Score: Raw -38650.953937 + Penalty 2130.490990 = -36520.462947
  nChanged 63
		SP:Iteration 2F (31843.680000 sec): 3 clusters
  Score: Raw -38793.690871 + Penalty 2130.490990 = -36663.199881
  nChanged 35
		SP:Iteration 3Q (31843.840000 sec): 3 clusters
  Score: Raw -38867.397951 + Penalty 2130.490990 = -36736.906961
  nChanged 22
		SP:Iteration 4Q (31844.000000 sec): 3 clusters
  Score: Raw -38904.883542 + Penalty 2130.490990 = -36774.392552
  nChanged 17
		SP:Iteration 5Q (31844.150000 sec): 3 clusters
  Score: Raw -38934.606859 + Penalty 2130.490990 = -36804.115869
  nChanged 11
		SP:Iteration 6Q (31844.310000 sec): 3 clusters
  Score: Raw -38950.402133 + Penalty 2130.490990 = -36819.911143
  nChanged 4
		SP:Iteration 7Q (31844.440000 sec): 3 clusters
  Score: Raw -38952.890337 + Penalty 2130.490990 = -36822.399347
  nChanged 1
		SP:Iteration 8Q (31844.620000 sec): 3 clusters
  Score: Raw -38954.162669 + Penalty 2130.490990 = -36823.671679
  nChanged 0
		SP:Iteration 9F (31844.740000 sec): 3 clusters
  Score: Raw -38954.162669 + Penalty 2130.490990 = -36823.671679
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31844.840000 sec): 2 clusters
  Score: Raw -405970.903070 + Penalty 1379.996403 = -404590.906667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31844.990000 sec): 3 clusters
  Score: Raw -403442.241874 + Penalty 2759.992806 = -400682.249068
  nChanged 1921
		SP:Iteration 1F (31845.140000 sec): 3 clusters
  Score: Raw -404414.300633 + Penalty 2759.992806 = -401654.307827
  nChanged 341
		SP:Iteration 2F (31845.300000 sec): 3 clusters
  Score: Raw -404613.907897 + Penalty 2759.992806 = -401853.915092
  nChanged 264
		SP:Iteration 3F (31845.450000 sec): 3 clusters
  Score: Raw -404751.353932 + Penalty 2759.992806 = -401991.361126
  nChanged 221
		SP:Iteration 4Q (31845.680000 sec): 3 clusters
  Score: Raw -404861.804897 + Penalty 2759.992806 = -402101.812092
  nChanged 181
		SP:Iteration 5Q (31845.780000 sec): 3 clusters
  Score: Raw -404949.997387 + Penalty 2759.992806 = -402190.004581
  nChanged 156
		SP:Iteration 6Q (31845.980000 sec): 3 clusters
  Score: Raw -405025.428984 + Penalty 2759.992806 = -402265.436179
  nChanged 123
		SP:Iteration 7Q (31846.140000 sec): 3 clusters
  Score: Raw -405075.751044 + Penalty 2759.992806 = -402315.758238
  nChanged 103
		SP:Iteration 8Q (31846.300000 sec): 3 clusters
  Score: Raw -405120.886727 + Penalty 2759.992806 = -402360.893922
  nChanged 105
		SP:Iteration 9Q (31846.460000 sec): 3 clusters
  Score: Raw -405170.186967 + Penalty 2759.992806 = -402410.194161
  nChanged 120
		SP:Iteration 10Q (31846.620000 sec): 3 clusters
  Score: Raw -405227.194000 + Penalty 2759.992806 = -402467.201194
  nChanged 130
		SP:Iteration 11Q (31846.770000 sec): 3 clusters
  Score: Raw -405297.530293 + Penalty 2759.992806 = -402537.537487
  nChanged 148
		SP:Iteration 12Q (31846.930000 sec): 3 clusters
  Score: Raw -405390.645745 + Penalty 2759.992806 = -402630.652939
  nChanged 153
		SP:Iteration 13Q (31847.130000 sec): 3 clusters
  Score: Raw -405489.547098 + Penalty 2759.992806 = -402729.554292
  nChanged 138
		SP:Iteration 14Q (31847.320000 sec): 3 clusters
  Score: Raw -405588.393692 + Penalty 2759.992806 = -402828.400887
  nChanged 147
		SP:Iteration 15Q (31847.470000 sec): 3 clusters
  Score: Raw -405696.841971 + Penalty 2759.992806 = -402936.849166
  nChanged 123
		SP:Iteration 16Q (31847.660000 sec): 3 clusters
  Score: Raw -405784.736106 + Penalty 2759.992806 = -403024.743301
  nChanged 87
		SP:Iteration 17Q (31847.890000 sec): 3 clusters
  Score: Raw -405842.883464 + Penalty 2759.992806 = -403082.890659
  nChanged 64
		SP:Iteration 18Q (31848.120000 sec): 3 clusters
  Score: Raw -405882.839412 + Penalty 2759.992806 = -403122.846606
  nChanged 37
		SP:Iteration 19Q (31848.330000 sec): 3 clusters
  Score: Raw -405912.585014 + Penalty 2759.992806 = -403152.592208
  nChanged 46
		SP:Iteration 20F (31848.530000 sec): 3 clusters
  Score: Raw -405951.798467 + Penalty 2759.992806 = -403191.805662
  nChanged 40
		SP:Iteration 21Q (31848.680000 sec): 3 clusters
  Score: Raw -405982.117129 + Penalty 2759.992806 = -403222.124323
  nChanged 36
		SP:Iteration 22Q (31848.830000 sec): 3 clusters
  Score: Raw -406018.055634 + Penalty 2759.992806 = -403258.062829
  nChanged 36
		SP:Iteration 23Q (31849.020000 sec): 3 clusters
  Score: Raw -406056.084164 + Penalty 2759.992806 = -403296.091358
  nChanged 27
		SP:Iteration 24Q (31849.160000 sec): 3 clusters
  Score: Raw -406076.705195 + Penalty 2759.992806 = -403316.712390
  nChanged 20
		SP:Iteration 25Q (31849.310000 sec): 3 clusters
  Score: Raw -406100.591527 + Penalty 2759.992806 = -403340.598722
  nChanged 21
		SP:Iteration 26Q (31849.550000 sec): 3 clusters
  Score: Raw -406123.677097 + Penalty 2759.992806 = -403363.684291
  nChanged 15
		SP:Iteration 27Q (31849.660000 sec): 3 clusters
  Score: Raw -406142.727995 + Penalty 2759.992806 = -403382.735189
  nChanged 9
		SP:Iteration 28Q (31849.810000 sec): 3 clusters
  Score: Raw -406153.470077 + Penalty 2759.992806 = -403393.477272
  nChanged 10
		SP:Iteration 29Q (31849.950000 sec): 3 clusters
  Score: Raw -406166.210147 + Penalty 2759.992806 = -403406.217341
  nChanged 10
		SP:Iteration 30Q (31850.090000 sec): 3 clusters
  Score: Raw -406177.619638 + Penalty 2759.992806 = -403417.626832
  nChanged 4
		SP:Iteration 31Q (31850.230000 sec): 3 clusters
  Score: Raw -406181.904712 + Penalty 2759.992806 = -403421.911907
  nChanged 3
		SP:Iteration 32Q (31850.370000 sec): 3 clusters
  Score: Raw -406183.705222 + Penalty 2759.992806 = -403423.712416
  nChanged 2
		SP:Iteration 33Q (31850.550000 sec): 3 clusters
  Score: Raw -406187.011722 + Penalty 2759.992806 = -403427.018917
  nChanged 2
		SP:Iteration 34Q (31850.740000 sec): 3 clusters
  Score: Raw -406190.229717 + Penalty 2759.992806 = -403430.236911
  nChanged 0
		SP:Iteration 35F (31850.890000 sec): 3 clusters
  Score: Raw -406190.229717 + Penalty 2759.992806 = -403430.236911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31851.050000 sec): 2 clusters
  Score: Raw -1130546.863320 + Penalty 1550.133706 = -1128996.729614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31851.290000 sec): 3 clusters
  Score: Raw -1122374.740325 + Penalty 3100.267411 = -1119274.472914
  nChanged 6180
		SP:Iteration 1F (31851.570000 sec): 3 clusters
  Score: Raw -1125682.726275 + Penalty 3100.267411 = -1122582.458864
  nChanged 771
		SP:Iteration 2F (31851.820000 sec): 3 clusters
  Score: Raw -1125969.633050 + Penalty 3100.267411 = -1122869.365639
  nChanged 638
		SP:Iteration 3Q (31852.080000 sec): 3 clusters
  Score: Raw -1126183.576687 + Penalty 3100.267411 = -1123083.309276
  nChanged 532
		SP:Iteration 4Q (31852.310000 sec): 3 clusters
  Score: Raw -1126362.595600 + Penalty 3100.267411 = -1123262.328189
  nChanged 489
		SP:Iteration 5Q (31852.570000 sec): 3 clusters
  Score: Raw -1126524.207458 + Penalty 3100.267411 = -1123423.940047
  nChanged 447
		SP:Iteration 6Q (31852.840000 sec): 3 clusters
  Score: Raw -1126670.598353 + Penalty 3100.267411 = -1123570.330942
  nChanged 417
		SP:Iteration 7Q (31853.150000 sec): 3 clusters
  Score: Raw -1126820.614693 + Penalty 3100.267411 = -1123720.347282
  nChanged 438
		SP:Iteration 8Q (31853.420000 sec): 3 clusters
  Score: Raw -1127019.574578 + Penalty 3100.267411 = -1123919.307167
  nChanged 498
		SP:Iteration 9Q (31853.720000 sec): 3 clusters
  Score: Raw -1127267.678015 + Penalty 3100.267411 = -1124167.410604
  nChanged 551
		SP:Iteration 10Q (31853.960000 sec): 3 clusters
  Score: Raw -1127577.270108 + Penalty 3100.267411 = -1124477.002697
  nChanged 541
		SP:Iteration 11Q (31854.160000 sec): 3 clusters
  Score: Raw -1127938.999592 + Penalty 3100.267411 = -1124838.732180
  nChanged 604
		SP:Iteration 12Q (31854.420000 sec): 3 clusters
  Score: Raw -1128350.955071 + Penalty 3100.267411 = -1125250.687660
  nChanged 543
		SP:Iteration 13Q (31854.730000 sec): 3 clusters
  Score: Raw -1128726.593598 + Penalty 3100.267411 = -1125626.326186
  nChanged 495
		SP:Iteration 14Q (31855.030000 sec): 3 clusters
  Score: Raw -1129065.901254 + Penalty 3100.267411 = -1125965.633843
  nChanged 406
		SP:Iteration 15Q (31855.260000 sec): 3 clusters
  Score: Raw -1129343.391521 + Penalty 3100.267411 = -1126243.124110
  nChanged 347
		SP:Iteration 16Q (31855.550000 sec): 3 clusters
  Score: Raw -1129569.019901 + Penalty 3100.267411 = -1126468.752490
  nChanged 324
		SP:Iteration 17Q (31855.810000 sec): 3 clusters
  Score: Raw -1129791.858599 + Penalty 3100.267411 = -1126691.591188
  nChanged 268
		SP:Iteration 18Q (31856.020000 sec): 3 clusters
  Score: Raw -1129977.749873 + Penalty 3100.267411 = -1126877.482462
  nChanged 226
		SP:Iteration 19Q (31856.270000 sec): 3 clusters
  Score: Raw -1130144.144564 + Penalty 3100.267411 = -1127043.877152
  nChanged 197
		SP:Iteration 20F (31856.520000 sec): 3 clusters
  Score: Raw -1130296.221753 + Penalty 3100.267411 = -1127195.954342
  nChanged 152
		SP:Iteration 21Q (31856.810000 sec): 3 clusters
  Score: Raw -1130401.638094 + Penalty 3100.267411 = -1127301.370682
  nChanged 110
		SP:Iteration 22Q (31856.980000 sec): 3 clusters
  Score: Raw -1130478.100241 + Penalty 3100.267411 = -1127377.832830
  nChanged 93
		SP:Iteration 23Q (31857.240000 sec): 3 clusters
  Score: Raw -1130548.057083 + Penalty 3100.267411 = -1127447.789672
  nChanged 64
		SP:Iteration 24Q (31857.450000 sec): 3 clusters
  Score: Raw -1130602.447309 + Penalty 3100.267411 = -1127502.179898
  nChanged 46
		SP:Iteration 25Q (31857.630000 sec): 3 clusters
  Score: Raw -1130645.544832 + Penalty 3100.267411 = -1127545.277421
  nChanged 37
		SP:Iteration 26Q (31857.910000 sec): 3 clusters
  Score: Raw -1130674.089673 + Penalty 3100.267411 = -1127573.822262
  nChanged 18
		SP:Iteration 27Q (31858.070000 sec): 3 clusters
  Score: Raw -1130688.306454 + Penalty 3100.267411 = -1127588.039043
  nChanged 14
		SP:Iteration 28Q (31858.270000 sec): 3 clusters
  Score: Raw -1130701.804947 + Penalty 3100.267411 = -1127601.537536
  nChanged 4
		SP:Iteration 29Q (31858.490000 sec): 3 clusters
  Score: Raw -1130705.034377 + Penalty 3100.267411 = -1127604.766965
  nChanged 6
		SP:Iteration 30Q (31858.700000 sec): 3 clusters
  Score: Raw -1130709.595891 + Penalty 3100.267411 = -1127609.328480
  nChanged 3
		SP:Iteration 31Q (31858.980000 sec): 3 clusters
  Score: Raw -1130713.126383 + Penalty 3100.267411 = -1127612.858972
  nChanged 5
		SP:Iteration 32Q (31859.190000 sec): 3 clusters
  Score: Raw -1130715.478634 + Penalty 3100.267411 = -1127615.211223
  nChanged 3
		SP:Iteration 33Q (31859.380000 sec): 3 clusters
  Score: Raw -1130717.372094 + Penalty 3100.267411 = -1127617.104683
  nChanged 4
		SP:Iteration 34Q (31859.610000 sec): 3 clusters
  Score: Raw -1130723.837232 + Penalty 3100.267411 = -1127623.569821
  nChanged 6
		SP:Iteration 35Q (31859.810000 sec): 3 clusters
  Score: Raw -1130728.572184 + Penalty 3100.267411 = -1127628.304773
  nChanged 6
		SP:Iteration 36Q (31860.040000 sec): 3 clusters
  Score: Raw -1130734.799320 + Penalty 3100.267411 = -1127634.531908
  nChanged 4
		SP:Iteration 37Q (31860.250000 sec): 3 clusters
  Score: Raw -1130738.344065 + Penalty 3100.267411 = -1127638.076653
  nChanged 1
		SP:Iteration 38Q (31860.440000 sec): 3 clusters
  Score: Raw -1130738.852729 + Penalty 3100.267411 = -1127638.585318
  nChanged 1
		SP:Iteration 39Q (31860.640000 sec): 3 clusters
  Score: Raw -1130739.565283 + Penalty 3100.267411 = -1127639.297872
  nChanged 0
		SP:Iteration 40F (31860.870000 sec): 3 clusters
  Score: Raw -1130739.565283 + Penalty 3100.267411 = -1127639.297872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31860.970000 sec): 2 clusters
  Score: Raw -81930.501536 + Penalty 1155.488120 = -80775.013416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31861.110000 sec): 3 clusters
  Score: Raw -81527.780094 + Penalty 2310.976240 = -79216.803854
  nChanged 379
		SP:Iteration 1F (31861.300000 sec): 3 clusters
  Score: Raw -81853.368790 + Penalty 2310.976240 = -79542.392550
  nChanged 95
		SP:Iteration 2F (31861.450000 sec): 3 clusters
  Score: Raw -81984.779566 + Penalty 2310.976240 = -79673.803326
  nChanged 73
		SP:Iteration 3F (31861.570000 sec): 3 clusters
  Score: Raw -82093.107365 + Penalty 2310.976240 = -79782.131125
  nChanged 64
		SP:Iteration 4F (31861.710000 sec): 3 clusters
  Score: Raw -82169.988541 + Penalty 2310.976240 = -79859.012301
  nChanged 52
		SP:Iteration 5Q (31861.880000 sec): 3 clusters
  Score: Raw -82248.697943 + Penalty 2310.976240 = -79937.721704
  nChanged 42
		SP:Iteration 6Q (31862.030000 sec): 3 clusters
  Score: Raw -82300.251205 + Penalty 2310.976240 = -79989.274965
  nChanged 41
		SP:Iteration 7Q (31862.150000 sec): 3 clusters
  Score: Raw -82351.375497 + Penalty 2310.976240 = -80040.399257
  nChanged 30
		SP:Iteration 8Q (31862.270000 sec): 3 clusters
  Score: Raw -82386.748386 + Penalty 2310.976240 = -80075.772146
  nChanged 29
		SP:Iteration 9Q (31862.410000 sec): 3 clusters
  Score: Raw -82413.859797 + Penalty 2310.976240 = -80102.883557
  nChanged 12
		SP:Iteration 10Q (31862.570000 sec): 3 clusters
  Score: Raw -82423.420418 + Penalty 2310.976240 = -80112.444178
  nChanged 11
		SP:Iteration 11Q (31862.690000 sec): 3 clusters
  Score: Raw -82430.957998 + Penalty 2310.976240 = -80119.981758
  nChanged 6
		SP:Iteration 12Q (31862.830000 sec): 3 clusters
  Score: Raw -82435.855706 + Penalty 2310.976240 = -80124.879466
  nChanged 3
		SP:Iteration 13Q (31863.050000 sec): 3 clusters
  Score: Raw -82437.045843 + Penalty 2310.976240 = -80126.069603
  nChanged 1
		SP:Iteration 14Q (31863.190000 sec): 3 clusters
  Score: Raw -82438.509447 + Penalty 2310.976240 = -80127.533207
  nChanged 1
		SP:Iteration 15Q (31863.340000 sec): 3 clusters
  Score: Raw -82438.827397 + Penalty 2310.976240 = -80127.851157
  nChanged 0
		SP:Iteration 16F (31863.500000 sec): 3 clusters
  Score: Raw -82438.827397 + Penalty 2310.976240 = -80127.851157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31863.590000 sec): 2 clusters
  Score: Raw -187072.062284 + Penalty 1265.786367 = -185806.275917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31863.780000 sec): 3 clusters
  Score: Raw -185945.861560 + Penalty 2531.572734 = -183414.288826
  nChanged 913
		SP:Iteration 1F (31863.960000 sec): 3 clusters
  Score: Raw -186514.802249 + Penalty 2531.572734 = -183983.229515
  nChanged 196
		SP:Iteration 2F (31864.110000 sec): 3 clusters
  Score: Raw -186646.301612 + Penalty 2531.572734 = -184114.728878
  nChanged 125
		SP:Iteration 3F (31864.260000 sec): 3 clusters
  Score: Raw -186747.026907 + Penalty 2531.572734 = -184215.454173
  nChanged 123
		SP:Iteration 4F (31864.390000 sec): 3 clusters
  Score: Raw -186835.038609 + Penalty 2531.572734 = -184303.465875
  nChanged 104
		SP:Iteration 5Q (31864.530000 sec): 3 clusters
  Score: Raw -186908.586401 + Penalty 2531.572734 = -184377.013667
  nChanged 75
		SP:Iteration 6Q (31864.680000 sec): 3 clusters
  Score: Raw -186967.084430 + Penalty 2531.572734 = -184435.511696
  nChanged 85
		SP:Iteration 7Q (31864.850000 sec): 3 clusters
  Score: Raw -187029.798599 + Penalty 2531.572734 = -184498.225865
  nChanged 72
		SP:Iteration 8Q (31865.030000 sec): 3 clusters
  Score: Raw -187087.665003 + Penalty 2531.572734 = -184556.092269
  nChanged 64
		SP:Iteration 9Q (31865.230000 sec): 3 clusters
  Score: Raw -187132.367360 + Penalty 2531.572734 = -184600.794626
  nChanged 45
		SP:Iteration 10Q (31865.370000 sec): 3 clusters
  Score: Raw -187162.717777 + Penalty 2531.572734 = -184631.145043
  nChanged 49
		SP:Iteration 11Q (31865.540000 sec): 3 clusters
  Score: Raw -187194.211681 + Penalty 2531.572734 = -184662.638947
  nChanged 40
		SP:Iteration 12Q (31865.720000 sec): 3 clusters
  Score: Raw -187223.676700 + Penalty 2531.572734 = -184692.103966
  nChanged 31
		SP:Iteration 13Q (31865.910000 sec): 3 clusters
  Score: Raw -187245.508749 + Penalty 2531.572734 = -184713.936015
  nChanged 30
		SP:Iteration 14Q (31866.070000 sec): 3 clusters
  Score: Raw -187269.161280 + Penalty 2531.572734 = -184737.588546
  nChanged 21
		SP:Iteration 15Q (31866.190000 sec): 3 clusters
  Score: Raw -187280.527942 + Penalty 2531.572734 = -184748.955208
  nChanged 12
		SP:Iteration 16Q (31866.350000 sec): 3 clusters
  Score: Raw -187286.336170 + Penalty 2531.572734 = -184754.763436
  nChanged 8
		SP:Iteration 17Q (31866.480000 sec): 3 clusters
  Score: Raw -187290.585675 + Penalty 2531.572734 = -184759.012941
  nChanged 9
		SP:Iteration 18Q (31866.620000 sec): 3 clusters
  Score: Raw -187294.606673 + Penalty 2531.572734 = -184763.033939
  nChanged 9
		SP:Iteration 19Q (31866.790000 sec): 3 clusters
  Score: Raw -187299.385459 + Penalty 2531.572734 = -184767.812725
  nChanged 4
		SP:Iteration 20F (31866.950000 sec): 3 clusters
  Score: Raw -187300.855515 + Penalty 2531.572734 = -184769.282781
  nChanged 1
		SP:Iteration 21Q (31867.070000 sec): 3 clusters
  Score: Raw -187301.259435 + Penalty 2531.572734 = -184769.686701
  nChanged 0
		SP:Iteration 22F (31867.210000 sec): 3 clusters
  Score: Raw -187301.259435 + Penalty 2531.572734 = -184769.686701
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31867.310000 sec): 2 clusters
  Score: Raw -134417.507648 + Penalty 1231.199087 = -133186.308561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31867.420000 sec): 3 clusters
  Score: Raw -133644.952647 + Penalty 2462.398174 = -131182.554473
  nChanged 673
		SP:Iteration 1F (31867.530000 sec): 3 clusters
  Score: Raw -134388.460087 + Penalty 2462.398174 = -131926.061912
  nChanged 215
		SP:Iteration 2F (31867.710000 sec): 3 clusters
  Score: Raw -134714.203160 + Penalty 2462.398174 = -132251.804985
  nChanged 155
		SP:Iteration 3F (31867.850000 sec): 3 clusters
  Score: Raw -134894.238344 + Penalty 2462.398174 = -132431.840170
  nChanged 102
		SP:Iteration 4F (31867.970000 sec): 3 clusters
  Score: Raw -135010.365706 + Penalty 2462.398174 = -132547.967532
  nChanged 76
		SP:Iteration 5Q (31868.090000 sec): 3 clusters
  Score: Raw -135095.189367 + Penalty 2462.398174 = -132632.791193
  nChanged 60
		SP:Iteration 6Q (31868.230000 sec): 3 clusters
  Score: Raw -135165.241709 + Penalty 2462.398174 = -132702.843535
  nChanged 51
		SP:Iteration 7Q (31868.410000 sec): 3 clusters
  Score: Raw -135215.848137 + Penalty 2462.398174 = -132753.449963
  nChanged 39
		SP:Iteration 8Q (31868.520000 sec): 3 clusters
  Score: Raw -135255.152622 + Penalty 2462.398174 = -132792.754447
  nChanged 35
		SP:Iteration 9Q (31868.700000 sec): 3 clusters
  Score: Raw -135282.434263 + Penalty 2462.398174 = -132820.036088
  nChanged 27
		SP:Iteration 10Q (31868.850000 sec): 3 clusters
  Score: Raw -135300.445353 + Penalty 2462.398174 = -132838.047179
  nChanged 21
		SP:Iteration 11Q (31869.020000 sec): 3 clusters
  Score: Raw -135323.530905 + Penalty 2462.398174 = -132861.132731
  nChanged 25
		SP:Iteration 12Q (31869.170000 sec): 3 clusters
  Score: Raw -135353.059968 + Penalty 2462.398174 = -132890.661793
  nChanged 27
		SP:Iteration 13Q (31869.340000 sec): 3 clusters
  Score: Raw -135396.357207 + Penalty 2462.398174 = -132933.959033
  nChanged 32
		SP:Iteration 14Q (31869.490000 sec): 3 clusters
  Score: Raw -135430.005104 + Penalty 2462.398174 = -132967.606929
  nChanged 21
		SP:Iteration 15Q (31869.650000 sec): 3 clusters
  Score: Raw -135448.727147 + Penalty 2462.398174 = -132986.328973
  nChanged 22
		SP:Iteration 16Q (31869.770000 sec): 3 clusters
  Score: Raw -135467.030109 + Penalty 2462.398174 = -133004.631935
  nChanged 25
		SP:Iteration 17Q (31869.950000 sec): 3 clusters
  Score: Raw -135486.737194 + Penalty 2462.398174 = -133024.339019
  nChanged 14
		SP:Iteration 18Q (31870.110000 sec): 3 clusters
  Score: Raw -135494.016664 + Penalty 2462.398174 = -133031.618490
  nChanged 10
		SP:Iteration 19Q (31870.270000 sec): 3 clusters
  Score: Raw -135499.344530 + Penalty 2462.398174 = -133036.946356
  nChanged 6
		SP:Iteration 20F (31870.450000 sec): 3 clusters
  Score: Raw -135502.441908 + Penalty 2462.398174 = -133040.043734
  nChanged 3
		SP:Iteration 21Q (31870.570000 sec): 3 clusters
  Score: Raw -135503.180702 + Penalty 2462.398174 = -133040.782528
  nChanged 0
		SP:Iteration 22F (31870.680000 sec): 3 clusters
  Score: Raw -135503.180702 + Penalty 2462.398174 = -133040.782528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31870.790000 sec): 2 clusters
  Score: Raw -359432.251142 + Penalty 1371.866292 = -358060.384850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31870.960000 sec): 3 clusters
  Score: Raw -357076.416984 + Penalty 2743.732584 = -354332.684400
  nChanged 1836
		SP:Iteration 1F (31871.210000 sec): 3 clusters
  Score: Raw -358078.424534 + Penalty 2743.732584 = -355334.691950
  nChanged 377
		SP:Iteration 2F (31871.390000 sec): 3 clusters
  Score: Raw -358333.926767 + Penalty 2743.732584 = -355590.194183
  nChanged 355
		SP:Iteration 3F (31871.550000 sec): 3 clusters
  Score: Raw -358592.476323 + Penalty 2743.732584 = -355848.743739
  nChanged 312
		SP:Iteration 4F (31871.730000 sec): 3 clusters
  Score: Raw -358836.736222 + Penalty 2743.732584 = -356093.003638
  nChanged 260
		SP:Iteration 5F (31871.890000 sec): 3 clusters
  Score: Raw -359029.447072 + Penalty 2743.732584 = -356285.714488
  nChanged 239
		SP:Iteration 6F (31872.080000 sec): 3 clusters
  Score: Raw -359195.860096 + Penalty 2743.732584 = -356452.127512
  nChanged 199
		SP:Iteration 7Q (31872.210000 sec): 3 clusters
  Score: Raw -359333.379022 + Penalty 2743.732584 = -356589.646438
  nChanged 151
		SP:Iteration 8Q (31872.370000 sec): 3 clusters
  Score: Raw -359418.156445 + Penalty 2743.732584 = -356674.423861
  nChanged 124
		SP:Iteration 9Q (31872.580000 sec): 3 clusters
  Score: Raw -359499.865242 + Penalty 2743.732584 = -356756.132658
  nChanged 100
		SP:Iteration 10Q (31872.750000 sec): 3 clusters
  Score: Raw -359550.335744 + Penalty 2743.732584 = -356806.603160
  nChanged 73
		SP:Iteration 11Q (31872.900000 sec): 3 clusters
  Score: Raw -359586.993146 + Penalty 2743.732584 = -356843.260562
  nChanged 64
		SP:Iteration 12Q (31873.080000 sec): 3 clusters
  Score: Raw -359618.779817 + Penalty 2743.732584 = -356875.047233
  nChanged 43
		SP:Iteration 13Q (31873.270000 sec): 3 clusters
  Score: Raw -359643.734613 + Penalty 2743.732584 = -356900.002029
  nChanged 40
		SP:Iteration 14Q (31873.430000 sec): 3 clusters
  Score: Raw -359663.490292 + Penalty 2743.732584 = -356919.757708
  nChanged 34
		SP:Iteration 15Q (31873.560000 sec): 3 clusters
  Score: Raw -359681.886226 + Penalty 2743.732584 = -356938.153642
  nChanged 31
		SP:Iteration 16Q (31873.700000 sec): 3 clusters
  Score: Raw -359697.182456 + Penalty 2743.732584 = -356953.449872
  nChanged 25
		SP:Iteration 17Q (31873.890000 sec): 3 clusters
  Score: Raw -359708.026320 + Penalty 2743.732584 = -356964.293736
  nChanged 14
		SP:Iteration 18Q (31874.090000 sec): 3 clusters
  Score: Raw -359712.920008 + Penalty 2743.732584 = -356969.187424
  nChanged 12
		SP:Iteration 19Q (31874.290000 sec): 3 clusters
  Score: Raw -359717.266636 + Penalty 2743.732584 = -356973.534052
  nChanged 12
		SP:Iteration 20F (31874.440000 sec): 3 clusters
  Score: Raw -359722.666877 + Penalty 2743.732584 = -356978.934293
  nChanged 12
		SP:Iteration 21Q (31874.570000 sec): 3 clusters
  Score: Raw -359728.574796 + Penalty 2743.732584 = -356984.842212
  nChanged 12
		SP:Iteration 22Q (31874.770000 sec): 3 clusters
  Score: Raw -359733.009404 + Penalty 2743.732584 = -356989.276820
  nChanged 13
		SP:Iteration 23Q (31874.920000 sec): 3 clusters
  Score: Raw -359738.444841 + Penalty 2743.732584 = -356994.712257
  nChanged 11
		SP:Iteration 24Q (31875.110000 sec): 3 clusters
  Score: Raw -359742.721132 + Penalty 2743.732584 = -356998.988548
  nChanged 10
		SP:Iteration 25Q (31875.270000 sec): 3 clusters
  Score: Raw -359745.919415 + Penalty 2743.732584 = -357002.186831
  nChanged 7
		SP:Iteration 26Q (31875.480000 sec): 3 clusters
  Score: Raw -359747.756478 + Penalty 2743.732584 = -357004.023894
  nChanged 3
		SP:Iteration 27Q (31875.670000 sec): 3 clusters
  Score: Raw -359749.177593 + Penalty 2743.732584 = -357005.445009
  nChanged 5
		SP:Iteration 28Q (31875.840000 sec): 3 clusters
  Score: Raw -359750.956164 + Penalty 2743.732584 = -357007.223579
  nChanged 4
		SP:Iteration 29Q (31876.000000 sec): 3 clusters
  Score: Raw -359752.452730 + Penalty 2743.732584 = -357008.720146
  nChanged 4
		SP:Iteration 30Q (31876.170000 sec): 3 clusters
  Score: Raw -359753.817486 + Penalty 2743.732584 = -357010.084902
  nChanged 4
		SP:Iteration 31Q (31876.370000 sec): 3 clusters
  Score: Raw -359754.914729 + Penalty 2743.732584 = -357011.182145
  nChanged 2
		SP:Iteration 32Q (31876.550000 sec): 3 clusters
  Score: Raw -359755.574660 + Penalty 2743.732584 = -357011.842076
  nChanged 2
		SP:Iteration 33Q (31876.730000 sec): 3 clusters
  Score: Raw -359756.056952 + Penalty 2743.732584 = -357012.324368
  nChanged 1
		SP:Iteration 34Q (31876.890000 sec): 3 clusters
  Score: Raw -359756.495338 + Penalty 2743.732584 = -357012.762754
  nChanged 1
		SP:Iteration 35Q (31877.100000 sec): 3 clusters
  Score: Raw -359756.836934 + Penalty 2743.732584 = -357013.104350
  nChanged 1
		SP:Iteration 36Q (31877.320000 sec): 3 clusters
  Score: Raw -359757.021744 + Penalty 2743.732584 = -357013.289160
  nChanged 0
		SP:Iteration 37F (31877.510000 sec): 3 clusters
  Score: Raw -359757.021744 + Penalty 2743.732584 = -357013.289160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31877.550000 sec): 2 clusters
  Score: Raw -163565.072384 + Penalty 1241.441872 = -162323.630512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31877.720000 sec): 3 clusters
  Score: Raw -162675.307892 + Penalty 2482.883744 = -160192.424148
  nChanged 769
		SP:Iteration 1F (31877.860000 sec): 3 clusters
  Score: Raw -163254.547592 + Penalty 2482.883744 = -160771.663848
  nChanged 221
		SP:Iteration 2F (31878.040000 sec): 3 clusters
  Score: Raw -163507.499764 + Penalty 2482.883744 = -161024.616021
  nChanged 183
		SP:Iteration 3F (31878.220000 sec): 3 clusters
  Score: Raw -163803.512709 + Penalty 2482.883744 = -161320.628965
  nChanged 172
		SP:Iteration 4F (31878.390000 sec): 3 clusters
  Score: Raw -164109.700975 + Penalty 2482.883744 = -161626.817231
  nChanged 144
		SP:Iteration 5F (31878.570000 sec): 3 clusters
  Score: Raw -164322.465529 + Penalty 2482.883744 = -161839.581785
  nChanged 75
		SP:Iteration 6Q (31878.740000 sec): 3 clusters
  Score: Raw -164402.524435 + Penalty 2482.883744 = -161919.640692
  nChanged 51
		SP:Iteration 7Q (31878.900000 sec): 3 clusters
  Score: Raw -164453.520920 + Penalty 2482.883744 = -161970.637176
  nChanged 37
		SP:Iteration 8Q (31879.080000 sec): 3 clusters
  Score: Raw -164487.680247 + Penalty 2482.883744 = -162004.796504
  nChanged 29
		SP:Iteration 9Q (31879.270000 sec): 3 clusters
  Score: Raw -164516.995778 + Penalty 2482.883744 = -162034.112034
  nChanged 26
		SP:Iteration 10Q (31879.480000 sec): 3 clusters
  Score: Raw -164537.352716 + Penalty 2482.883744 = -162054.468973
  nChanged 10
		SP:Iteration 11Q (31879.610000 sec): 3 clusters
  Score: Raw -164545.904485 + Penalty 2482.883744 = -162063.020741
  nChanged 9
		SP:Iteration 12Q (31879.760000 sec): 3 clusters
  Score: Raw -164551.656067 + Penalty 2482.883744 = -162068.772324
  nChanged 5
		SP:Iteration 13Q (31879.930000 sec): 3 clusters
  Score: Raw -164555.717601 + Penalty 2482.883744 = -162072.833857
  nChanged 5
		SP:Iteration 14Q (31880.080000 sec): 3 clusters
  Score: Raw -164558.300078 + Penalty 2482.883744 = -162075.416335
  nChanged 1
		SP:Iteration 15Q (31880.260000 sec): 3 clusters
  Score: Raw -164558.682593 + Penalty 2482.883744 = -162075.798849
  nChanged 1
		SP:Iteration 16Q (31880.450000 sec): 3 clusters
  Score: Raw -164559.528213 + Penalty 2482.883744 = -162076.644469
  nChanged 0
		SP:Iteration 17F (31880.630000 sec): 3 clusters
  Score: Raw -164559.528213 + Penalty 2482.883744 = -162076.644469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31880.760000 sec): 2 clusters
  Score: Raw -752251.599418 + Penalty 1479.251992 = -750772.347426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31881.000000 sec): 3 clusters
  Score: Raw -747250.634586 + Penalty 2958.503984 = -744292.130602
  nChanged 3820
		SP:Iteration 1F (31881.130000 sec): 3 clusters
  Score: Raw -749277.488704 + Penalty 2958.503984 = -746318.984720
  nChanged 518
		SP:Iteration 2F (31881.340000 sec): 3 clusters
  Score: Raw -749509.608000 + Penalty 2958.503984 = -746551.104017
  nChanged 468
		SP:Iteration 3F (31881.500000 sec): 3 clusters
  Score: Raw -749711.198538 + Penalty 2958.503984 = -746752.694554
  nChanged 395
		SP:Iteration 4Q (31881.750000 sec): 3 clusters
  Score: Raw -749874.439634 + Penalty 2958.503984 = -746915.935650
  nChanged 376
		SP:Iteration 5Q (31881.950000 sec): 3 clusters
  Score: Raw -750014.601977 + Penalty 2958.503984 = -747056.097993
  nChanged 326
		SP:Iteration 6Q (31882.140000 sec): 3 clusters
  Score: Raw -750144.922313 + Penalty 2958.503984 = -747186.418329
  nChanged 323
		SP:Iteration 7Q (31882.320000 sec): 3 clusters
  Score: Raw -750280.392539 + Penalty 2958.503984 = -747321.888555
  nChanged 300
		SP:Iteration 8Q (31882.520000 sec): 3 clusters
  Score: Raw -750399.485964 + Penalty 2958.503984 = -747440.981980
  nChanged 290
		SP:Iteration 9Q (31882.780000 sec): 3 clusters
  Score: Raw -750513.594341 + Penalty 2958.503984 = -747555.090357
  nChanged 281
		SP:Iteration 10Q (31883.010000 sec): 3 clusters
  Score: Raw -750629.169570 + Penalty 2958.503984 = -747670.665586
  nChanged 285
		SP:Iteration 11Q (31883.220000 sec): 3 clusters
  Score: Raw -750751.583210 + Penalty 2958.503984 = -747793.079226
  nChanged 275
		SP:Iteration 12Q (31883.400000 sec): 3 clusters
  Score: Raw -750869.024833 + Penalty 2958.503984 = -747910.520849
  nChanged 263
		SP:Iteration 13Q (31883.580000 sec): 3 clusters
  Score: Raw -751012.766870 + Penalty 2958.503984 = -748054.262886
  nChanged 272
		SP:Iteration 14Q (31883.780000 sec): 3 clusters
  Score: Raw -751181.958735 + Penalty 2958.503984 = -748223.454751
  nChanged 294
		SP:Iteration 15Q (31884.010000 sec): 3 clusters
  Score: Raw -751397.691216 + Penalty 2958.503984 = -748439.187232
  nChanged 313
		SP:Iteration 16Q (31884.180000 sec): 3 clusters
  Score: Raw -751626.821678 + Penalty 2958.503984 = -748668.317695
  nChanged 291
		SP:Iteration 17Q (31884.430000 sec): 3 clusters
  Score: Raw -751850.210609 + Penalty 2958.503984 = -748891.706626
  nChanged 253
		SP:Iteration 18Q (31884.690000 sec): 3 clusters
  Score: Raw -752036.085104 + Penalty 2958.503984 = -749077.581120
  nChanged 207
		SP:Iteration 19Q (31884.910000 sec): 3 clusters
  Score: Raw -752184.904829 + Penalty 2958.503984 = -749226.400845
  nChanged 153
		SP:Iteration 20F (31885.040000 sec): 3 clusters
  Score: Raw -752273.919520 + Penalty 2958.503984 = -749315.415536
  nChanged 121
		SP:Iteration 21Q (31885.240000 sec): 3 clusters
  Score: Raw -752333.311149 + Penalty 2958.503984 = -749374.807165
  nChanged 90
		SP:Iteration 22Q (31885.450000 sec): 3 clusters
  Score: Raw -752371.521611 + Penalty 2958.503984 = -749413.017627
  nChanged 71
		SP:Iteration 23Q (31885.650000 sec): 3 clusters
  Score: Raw -752405.350277 + Penalty 2958.503984 = -749446.846293
  nChanged 65
		SP:Iteration 24Q (31885.840000 sec): 3 clusters
  Score: Raw -752441.628584 + Penalty 2958.503984 = -749483.124600
  nChanged 64
		SP:Iteration 25Q (31886.040000 sec): 3 clusters
  Score: Raw -752475.141317 + Penalty 2958.503984 = -749516.637333
  nChanged 55
		SP:Iteration 26Q (31886.240000 sec): 3 clusters
  Score: Raw -752501.246195 + Penalty 2958.503984 = -749542.742211
  nChanged 51
		SP:Iteration 27Q (31886.470000 sec): 3 clusters
  Score: Raw -752520.319958 + Penalty 2958.503984 = -749561.815974
  nChanged 35
		SP:Iteration 28Q (31886.680000 sec): 3 clusters
  Score: Raw -752530.343367 + Penalty 2958.503984 = -749571.839383
  nChanged 28
		SP:Iteration 29Q (31886.900000 sec): 3 clusters
  Score: Raw -752538.853974 + Penalty 2958.503984 = -749580.349990
  nChanged 18
		SP:Iteration 30Q (31887.060000 sec): 3 clusters
  Score: Raw -752545.811997 + Penalty 2958.503984 = -749587.308013
  nChanged 23
		SP:Iteration 31Q (31887.240000 sec): 3 clusters
  Score: Raw -752552.004159 + Penalty 2958.503984 = -749593.500175
  nChanged 20
		SP:Iteration 32Q (31887.440000 sec): 3 clusters
  Score: Raw -752558.414390 + Penalty 2958.503984 = -749599.910407
  nChanged 21
		SP:Iteration 33Q (31887.670000 sec): 3 clusters
  Score: Raw -752563.269055 + Penalty 2958.503984 = -749604.765071
  nChanged 11
		SP:Iteration 34Q (31887.800000 sec): 3 clusters
  Score: Raw -752566.286737 + Penalty 2958.503984 = -749607.782753
  nChanged 8
		SP:Iteration 35Q (31888.000000 sec): 3 clusters
  Score: Raw -752567.831634 + Penalty 2958.503984 = -749609.327650
  nChanged 7
		SP:Iteration 36Q (31888.220000 sec): 3 clusters
  Score: Raw -752570.083582 + Penalty 2958.503984 = -749611.579598
  nChanged 12
		SP:Iteration 37Q (31888.410000 sec): 3 clusters
  Score: Raw -752573.198685 + Penalty 2958.503984 = -749614.694701
  nChanged 11
		SP:Iteration 38Q (31888.580000 sec): 3 clusters
  Score: Raw -752575.363795 + Penalty 2958.503984 = -749616.859811
  nChanged 4
		SP:Iteration 39Q (31888.790000 sec): 3 clusters
  Score: Raw -752576.031783 + Penalty 2958.503984 = -749617.527799
  nChanged 5
		SP:Iteration 40F (31889.080000 sec): 3 clusters
  Score: Raw -752577.067603 + Penalty 2958.503984 = -749618.563619
  nChanged 3
		SP:Iteration 41Q (31889.240000 sec): 3 clusters
  Score: Raw -752577.823926 + Penalty 2958.503984 = -749619.319942
  nChanged 2
		SP:Iteration 42Q (31889.400000 sec): 3 clusters
  Score: Raw -752578.294317 + Penalty 2958.503984 = -749619.790333
  nChanged 2
		SP:Iteration 43Q (31889.610000 sec): 3 clusters
  Score: Raw -752578.617626 + Penalty 2958.503984 = -749620.113642
  nChanged 1
		SP:Iteration 44Q (31889.840000 sec): 3 clusters
  Score: Raw -752578.940199 + Penalty 2958.503984 = -749620.436216
  nChanged 3
		SP:Iteration 45Q (31890.000000 sec): 3 clusters
  Score: Raw -752579.998120 + Penalty 2958.503984 = -749621.494136
  nChanged 5
		SP:Iteration 46Q (31890.220000 sec): 3 clusters
  Score: Raw -752580.845326 + Penalty 2958.503984 = -749622.341343
  nChanged 6
		SP:Iteration 47Q (31890.380000 sec): 3 clusters
  Score: Raw -752581.905636 + Penalty 2958.503984 = -749623.401652
  nChanged 3
		SP:Iteration 48Q (31890.560000 sec): 3 clusters
  Score: Raw -752582.458514 + Penalty 2958.503984 = -749623.954530
  nChanged 1
		SP:Iteration 49Q (31890.770000 sec): 3 clusters
  Score: Raw -752582.758850 + Penalty 2958.503984 = -749624.254866
  nChanged 3
		SP:Iteration 50Q (31890.930000 sec): 3 clusters
  Score: Raw -752583.266020 + Penalty 2958.503984 = -749624.762036
  nChanged 1
		SP:Iteration 51Q (31891.130000 sec): 3 clusters
  Score: Raw -752583.401249 + Penalty 2958.503984 = -749624.897265
  nChanged 1
		SP:Iteration 52Q (31891.300000 sec): 3 clusters
  Score: Raw -752583.537146 + Penalty 2958.503984 = -749625.033162
  nChanged 0
		SP:Iteration 53F (31891.500000 sec): 3 clusters
  Score: Raw -752583.537146 + Penalty 2958.503984 = -749625.033162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (2316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31891.620000 sec): 2 clusters
  Score: Raw -188115.520021 + Penalty 1258.984486 = -186856.535535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31891.770000 sec): 3 clusters
  Score: Raw -187068.376676 + Penalty 2517.968973 = -184550.407703
  nChanged 850
		SP:Iteration 1F (31891.900000 sec): 3 clusters
  Score: Raw -187673.265601 + Penalty 2517.968973 = -185155.296628
  nChanged 218
		SP:Iteration 2F (31892.060000 sec): 3 clusters
  Score: Raw -187883.983329 + Penalty 2517.968973 = -185366.014356
  nChanged 140
		SP:Iteration 3F (31892.270000 sec): 3 clusters
  Score: Raw -188023.871643 + Penalty 2517.968973 = -185505.902671
  nChanged 141
		SP:Iteration 4F (31892.420000 sec): 3 clusters
  Score: Raw -188137.596731 + Penalty 2517.968973 = -185619.627758
  nChanged 124
		SP:Iteration 5F (31892.550000 sec): 3 clusters
  Score: Raw -188253.420933 + Penalty 2517.968973 = -185735.451960
  nChanged 123
		SP:Iteration 6F (31892.700000 sec): 3 clusters
  Score: Raw -188379.464656 + Penalty 2517.968973 = -185861.495683
  nChanged 123
		SP:Iteration 7F (31892.850000 sec): 3 clusters
  Score: Raw -188518.637300 + Penalty 2517.968973 = -186000.668327
  nChanged 114
		SP:Iteration 8Q (31893.010000 sec): 3 clusters
  Score: Raw -188642.035959 + Penalty 2517.968973 = -186124.066987
  nChanged 88
		SP:Iteration 9Q (31893.180000 sec): 3 clusters
  Score: Raw -188725.881235 + Penalty 2517.968973 = -186207.912262
  nChanged 69
		SP:Iteration 10Q (31893.340000 sec): 3 clusters
  Score: Raw -188808.324845 + Penalty 2517.968973 = -186290.355872
  nChanged 57
		SP:Iteration 11Q (31893.480000 sec): 3 clusters
  Score: Raw -188890.143917 + Penalty 2517.968973 = -186372.174944
  nChanged 44
		SP:Iteration 12Q (31893.640000 sec): 3 clusters
  Score: Raw -188980.573202 + Penalty 2517.968973 = -186462.604229
  nChanged 43
		SP:Iteration 13Q (31893.810000 sec): 3 clusters
  Score: Raw -189057.875240 + Penalty 2517.968973 = -186539.906268
  nChanged 54
		SP:Iteration 14Q (31893.960000 sec): 3 clusters
  Score: Raw -189119.328144 + Penalty 2517.968973 = -186601.359171
  nChanged 44
		SP:Iteration 15Q (31894.130000 sec): 3 clusters
  Score: Raw -189169.885194 + Penalty 2517.968973 = -186651.916222
  nChanged 43
		SP:Iteration 16Q (31894.260000 sec): 3 clusters
  Score: Raw -189216.454717 + Penalty 2517.968973 = -186698.485744
  nChanged 32
		SP:Iteration 17Q (31894.390000 sec): 3 clusters
  Score: Raw -189247.949058 + Penalty 2517.968973 = -186729.980085
  nChanged 32
		SP:Iteration 18Q (31894.560000 sec): 3 clusters
  Score: Raw -189276.829437 + Penalty 2517.968973 = -186758.860465
  nChanged 22
		SP:Iteration 19Q (31894.680000 sec): 3 clusters
  Score: Raw -189299.933664 + Penalty 2517.968973 = -186781.964692
  nChanged 21
		SP:Iteration 20F (31894.820000 sec): 3 clusters
  Score: Raw -189326.440007 + Penalty 2517.968973 = -186808.471034
  nChanged 28
		SP:Iteration 21Q (31894.980000 sec): 3 clusters
  Score: Raw -189361.748830 + Penalty 2517.968973 = -186843.779857
  nChanged 25
		SP:Iteration 22Q (31895.120000 sec): 3 clusters
  Score: Raw -189384.629338 + Penalty 2517.968973 = -186866.660365
  nChanged 22
		SP:Iteration 23Q (31895.280000 sec): 3 clusters
  Score: Raw -189406.890359 + Penalty 2517.968973 = -186888.921387
  nChanged 23
		SP:Iteration 24Q (31895.490000 sec): 3 clusters
  Score: Raw -189430.241241 + Penalty 2517.968973 = -186912.272268
  nChanged 15
		SP:Iteration 25Q (31895.640000 sec): 3 clusters
  Score: Raw -189442.867584 + Penalty 2517.968973 = -186924.898612
  nChanged 13
		SP:Iteration 26Q (31895.800000 sec): 3 clusters
  Score: Raw -189450.842809 + Penalty 2517.968973 = -186932.873837
  nChanged 7
		SP:Iteration 27Q (31895.960000 sec): 3 clusters
  Score: Raw -189453.776897 + Penalty 2517.968973 = -186935.807924
  nChanged 5
		SP:Iteration 28Q (31896.130000 sec): 3 clusters
  Score: Raw -189456.758981 + Penalty 2517.968973 = -186938.790009
  nChanged 5
		SP:Iteration 29Q (31896.270000 sec): 3 clusters
  Score: Raw -189459.237996 + Penalty 2517.968973 = -186941.269023
  nChanged 5
		SP:Iteration 30Q (31896.430000 sec): 3 clusters
  Score: Raw -189461.736938 + Penalty 2517.968973 = -186943.767965
  nChanged 5
		SP:Iteration 31Q (31896.590000 sec): 3 clusters
  Score: Raw -189466.003254 + Penalty 2517.968973 = -186948.034282
  nChanged 8
		SP:Iteration 32Q (31896.730000 sec): 3 clusters
  Score: Raw -189471.557030 + Penalty 2517.968973 = -186953.588057
  nChanged 7
		SP:Iteration 33Q (31896.870000 sec): 3 clusters
  Score: Raw -189478.569459 + Penalty 2517.968973 = -186960.600486
  nChanged 17
		SP:Iteration 34Q (31897.050000 sec): 3 clusters
  Score: Raw -189493.936736 + Penalty 2517.968973 = -186975.967763
  nChanged 22
		SP:Iteration 35Q (31897.200000 sec): 3 clusters
  Score: Raw -189516.720662 + Penalty 2517.968973 = -186998.751690
  nChanged 22
		SP:Iteration 36Q (31897.330000 sec): 3 clusters
  Score: Raw -189544.218015 + Penalty 2517.968973 = -187026.249042
  nChanged 24
		SP:Iteration 37Q (31897.510000 sec): 3 clusters
  Score: Raw -189578.237932 + Penalty 2517.968973 = -187060.268960
  nChanged 34
		SP:Iteration 38Q (31897.610000 sec): 3 clusters
  Score: Raw -189628.590816 + Penalty 2517.968973 = -187110.621844
  nChanged 36
		SP:Iteration 39Q (31897.760000 sec): 3 clusters
  Score: Raw -189690.150280 + Penalty 2517.968973 = -187172.181308
  nChanged 29
		SP:Iteration 40F (31897.900000 sec): 3 clusters
  Score: Raw -189734.725057 + Penalty 2517.968973 = -187216.756084
  nChanged 16
		SP:Iteration 41Q (31898.110000 sec): 3 clusters
  Score: Raw -189760.802841 + Penalty 2517.968973 = -187242.833868
  nChanged 17
		SP:Iteration 42Q (31898.250000 sec): 3 clusters
  Score: Raw -189799.255013 + Penalty 2517.968973 = -187281.286041
  nChanged 19
		SP:Iteration 43Q (31898.420000 sec): 3 clusters
  Score: Raw -189842.999337 + Penalty 2517.968973 = -187325.030364
  nChanged 21
		SP:Iteration 44Q (31898.540000 sec): 3 clusters
  Score: Raw -189927.158609 + Penalty 2517.968973 = -187409.189637
  nChanged 18
		SP:Iteration 45Q (31898.710000 sec): 3 clusters
  Score: Raw -189969.561202 + Penalty 2517.968973 = -187451.592230
  nChanged 6
		SP:Iteration 46Q (31898.860000 sec): 3 clusters
  Score: Raw -189974.544317 + Penalty 2517.968973 = -187456.575344
  nChanged 0
		SP:Iteration 47F (31899.040000 sec): 3 clusters
  Score: Raw -189974.544317 + Penalty 2517.968973 = -187456.575344
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31899.150000 sec): 2 clusters
  Score: Raw -30455.292895 + Penalty 974.827191 = -29480.465704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31899.290000 sec): 3 clusters
  Score: Raw -30441.184108 + Penalty 1949.654383 = -28491.529726
  nChanged 98
		SP:Iteration 1F (31899.420000 sec): 3 clusters
  Score: Raw -30635.921987 + Penalty 1949.654383 = -28686.267605
  nChanged 25
		SP:Iteration 2F (31899.550000 sec): 3 clusters
  Score: Raw -30708.737867 + Penalty 1949.654383 = -28759.083484
  nChanged 13
		SP:Iteration 3Q (31899.720000 sec): 3 clusters
  Score: Raw -30765.946835 + Penalty 1949.654383 = -28816.292452
  nChanged 18
		SP:Iteration 4Q (31899.860000 sec): 3 clusters
  Score: Raw -30846.880467 + Penalty 1949.654383 = -28897.226084
  nChanged 19
		SP:Iteration 5Q (31899.980000 sec): 3 clusters
  Score: Raw -31013.026066 + Penalty 1949.654383 = -29063.371684
  nChanged 31
		SP:Iteration 6F (31900.150000 sec): 3 clusters
  Score: Raw -31458.517916 + Penalty 1949.654383 = -29508.863533
  nChanged 38
		SP:Iteration 7F (31900.310000 sec): 3 clusters
  Score: Raw -31593.706308 + Penalty 1949.654383 = -29644.051926
  nChanged 27
		SP:Iteration 8F (31900.470000 sec): 3 clusters
  Score: Raw -31690.954562 + Penalty 1949.654383 = -29741.300179
  nChanged 9
		SP:Iteration 9Q (31900.640000 sec): 3 clusters
  Score: Raw -31723.911150 + Penalty 1949.654383 = -29774.256767
  nChanged 4
		SP:Iteration 10Q (31900.780000 sec): 3 clusters
  Score: Raw -31746.347458 + Penalty 1949.654383 = -29796.693075
  nChanged 3
		SP:Iteration 11Q (31900.920000 sec): 3 clusters
  Score: Raw -31759.622692 + Penalty 1949.654383 = -29809.968310
  nChanged 3
		SP:Iteration 12Q (31901.080000 sec): 3 clusters
  Score: Raw -31776.203119 + Penalty 1949.654383 = -29826.548737
  nChanged 2
		SP:Iteration 13Q (31901.300000 sec): 3 clusters
  Score: Raw -31794.978211 + Penalty 1949.654383 = -29845.323829
  nChanged 1
		SP:Iteration 14Q (31901.400000 sec): 3 clusters
  Score: Raw -31799.661014 + Penalty 1949.654383 = -29850.006632
  nChanged 1
		SP:Iteration 15Q (31901.550000 sec): 3 clusters
  Score: Raw -31803.052972 + Penalty 1949.654383 = -29853.398590
  nChanged 2
		SP:Iteration 16Q (31901.700000 sec): 3 clusters
  Score: Raw -31811.296773 + Penalty 1949.654383 = -29861.642391
  nChanged 2
		SP:Iteration 17Q (31901.880000 sec): 3 clusters
  Score: Raw -31821.866561 + Penalty 1949.654383 = -29872.212178
  nChanged 2
		SP:Iteration 18Q (31902.020000 sec): 3 clusters
  Score: Raw -31840.896752 + Penalty 1949.654383 = -29891.242369
  nChanged 1
		SP:Iteration 19Q (31902.180000 sec): 3 clusters
  Score: Raw -31852.974631 + Penalty 1949.654383 = -29903.320248
  nChanged 0
		SP:Iteration 20F (31902.390000 sec): 3 clusters
  Score: Raw -31852.974631 + Penalty 1949.654383 = -29903.320248
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31902.450000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31902.600000 sec): 3 clusters
  Score: Raw -33093.583569 + Penalty 1939.829957 = -31153.753612
  nChanged 64
		SP:Iteration 1F (31902.760000 sec): 3 clusters
  Score: Raw -33185.837946 + Penalty 1939.829957 = -31246.007989
  nChanged 16
		SP:Iteration 2Q (31902.930000 sec): 3 clusters
  Score: Raw -33216.427349 + Penalty 1939.829957 = -31276.597392
  nChanged 7
		SP:Iteration 3Q (31903.060000 sec): 3 clusters
  Score: Raw -33231.269125 + Penalty 1939.829957 = -31291.439168
  nChanged 6
		SP:Iteration 4Q (31903.220000 sec): 3 clusters
  Score: Raw -33240.444918 + Penalty 1939.829957 = -31300.614961
  nChanged 0
		SP:Iteration 5F (31903.420000 sec): 3 clusters
  Score: Raw -33240.444918 + Penalty 1939.829957 = -31300.614961
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31903.450000 sec): 2 clusters
  Score: Raw -218981.652804 + Penalty 1281.366001 = -217700.286802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31903.600000 sec): 3 clusters
  Score: Raw -217761.877408 + Penalty 2562.732003 = -215199.145406
  nChanged 976
		SP:Iteration 1F (31903.730000 sec): 3 clusters
  Score: Raw -218363.828709 + Penalty 2562.732003 = -215801.096707
  nChanged 193
		SP:Iteration 2F (31903.930000 sec): 3 clusters
  Score: Raw -218482.008172 + Penalty 2562.732003 = -215919.276169
  nChanged 117
		SP:Iteration 3Q (31904.070000 sec): 3 clusters
  Score: Raw -218546.529768 + Penalty 2562.732003 = -215983.797765
  nChanged 84
		SP:Iteration 4Q (31904.230000 sec): 3 clusters
  Score: Raw -218601.158581 + Penalty 2562.732003 = -216038.426579
  nChanged 84
		SP:Iteration 5Q (31904.440000 sec): 3 clusters
  Score: Raw -218647.116819 + Penalty 2562.732003 = -216084.384816
  nChanged 64
		SP:Iteration 6Q (31904.600000 sec): 3 clusters
  Score: Raw -218673.926156 + Penalty 2562.732003 = -216111.194154
  nChanged 33
		SP:Iteration 7Q (31904.760000 sec): 3 clusters
  Score: Raw -218686.250998 + Penalty 2562.732003 = -216123.518995
  nChanged 17
		SP:Iteration 8Q (31904.900000 sec): 3 clusters
  Score: Raw -218691.423658 + Penalty 2562.732003 = -216128.691655
  nChanged 11
		SP:Iteration 9Q (31905.100000 sec): 3 clusters
  Score: Raw -218695.010341 + Penalty 2562.732003 = -216132.278338
  nChanged 9
		SP:Iteration 10Q (31905.210000 sec): 3 clusters
  Score: Raw -218698.725694 + Penalty 2562.732003 = -216135.993691
  nChanged 9
		SP:Iteration 11Q (31905.360000 sec): 3 clusters
  Score: Raw -218700.970233 + Penalty 2562.732003 = -216138.238230
  nChanged 5
		SP:Iteration 12Q (31905.560000 sec): 3 clusters
  Score: Raw -218702.601424 + Penalty 2562.732003 = -216139.869421
  nChanged 10
		SP:Iteration 13Q (31905.710000 sec): 3 clusters
  Score: Raw -218706.715201 + Penalty 2562.732003 = -216143.983198
  nChanged 12
		SP:Iteration 14Q (31905.850000 sec): 3 clusters
  Score: Raw -218712.377615 + Penalty 2562.732003 = -216149.645612
  nChanged 15
		SP:Iteration 15Q (31906.020000 sec): 3 clusters
  Score: Raw -218717.002693 + Penalty 2562.732003 = -216154.270691
  nChanged 17
		SP:Iteration 16Q (31906.200000 sec): 3 clusters
  Score: Raw -218723.796006 + Penalty 2562.732003 = -216161.064003
  nChanged 19
		SP:Iteration 17Q (31906.350000 sec): 3 clusters
  Score: Raw -218729.612916 + Penalty 2562.732003 = -216166.880913
  nChanged 16
		SP:Iteration 18Q (31906.520000 sec): 3 clusters
  Score: Raw -218733.578046 + Penalty 2562.732003 = -216170.846043
  nChanged 12
		SP:Iteration 19Q (31906.640000 sec): 3 clusters
  Score: Raw -218738.135945 + Penalty 2562.732003 = -216175.403942
  nChanged 9
		SP:Iteration 20F (31906.830000 sec): 3 clusters
  Score: Raw -218740.712354 + Penalty 2562.732003 = -216177.980351
  nChanged 7
		SP:Iteration 21Q (31906.960000 sec): 3 clusters
  Score: Raw -218742.920147 + Penalty 2562.732003 = -216180.188144
  nChanged 6
		SP:Iteration 22Q (31907.120000 sec): 3 clusters
  Score: Raw -218745.267059 + Penalty 2562.732003 = -216182.535056
  nChanged 6
		SP:Iteration 23Q (31907.270000 sec): 3 clusters
  Score: Raw -218747.680625 + Penalty 2562.732003 = -216184.948623
  nChanged 4
		SP:Iteration 24Q (31907.420000 sec): 3 clusters
  Score: Raw -218748.804521 + Penalty 2562.732003 = -216186.072518
  nChanged 7
		SP:Iteration 25Q (31907.580000 sec): 3 clusters
  Score: Raw -218751.040820 + Penalty 2562.732003 = -216188.308818
  nChanged 5
		SP:Iteration 26Q (31907.670000 sec): 3 clusters
  Score: Raw -218752.019672 + Penalty 2562.732003 = -216189.287670
  nChanged 3
		SP:Iteration 27Q (31907.820000 sec): 3 clusters
  Score: Raw -218752.363230 + Penalty 2562.732003 = -216189.631227
  nChanged 1
		SP:Iteration 28Q (31907.970000 sec): 3 clusters
  Score: Raw -218752.729898 + Penalty 2562.732003 = -216189.997895
  nChanged 2
		SP:Iteration 29Q (31908.090000 sec): 3 clusters
  Score: Raw -218753.447538 + Penalty 2562.732003 = -216190.715535
  nChanged 3
		SP:Iteration 30Q (31908.210000 sec): 3 clusters
  Score: Raw -218754.550083 + Penalty 2562.732003 = -216191.818081
  nChanged 1
		SP:Iteration 31Q (31908.350000 sec): 3 clusters
  Score: Raw -218754.817876 + Penalty 2562.732003 = -216192.085874
  nChanged 1
		SP:Iteration 32Q (31908.470000 sec): 3 clusters
  Score: Raw -218755.200235 + Penalty 2562.732003 = -216192.468232
  nChanged 0
		SP:Iteration 33F (31908.590000 sec): 3 clusters
  Score: Raw -218755.200235 + Penalty 2562.732003 = -216192.468232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31908.710000 sec): 2 clusters
  Score: Raw -66594.454731 + Penalty 1139.615066 = -65454.839665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31908.870000 sec): 3 clusters
  Score: Raw -66275.287357 + Penalty 2279.230132 = -63996.057226
  nChanged 353
		SP:Iteration 1F (31908.970000 sec): 3 clusters
  Score: Raw -66748.849783 + Penalty 2279.230132 = -64469.619651
  nChanged 111
		SP:Iteration 2F (31909.130000 sec): 3 clusters
  Score: Raw -66934.025699 + Penalty 2279.230132 = -64654.795567
  nChanged 80
		SP:Iteration 3F (31909.290000 sec): 3 clusters
  Score: Raw -67075.217209 + Penalty 2279.230132 = -64795.987077
  nChanged 56
		SP:Iteration 4F (31909.450000 sec): 3 clusters
  Score: Raw -67175.032870 + Penalty 2279.230132 = -64895.802738
  nChanged 41
		SP:Iteration 5Q (31909.600000 sec): 3 clusters
  Score: Raw -67230.076523 + Penalty 2279.230132 = -64950.846391
  nChanged 22
		SP:Iteration 6Q (31909.760000 sec): 3 clusters
  Score: Raw -67263.294468 + Penalty 2279.230132 = -64984.064336
  nChanged 23
		SP:Iteration 7Q (31909.920000 sec): 3 clusters
  Score: Raw -67289.017806 + Penalty 2279.230132 = -65009.787675
  nChanged 16
		SP:Iteration 8Q (31910.070000 sec): 3 clusters
  Score: Raw -67307.480356 + Penalty 2279.230132 = -65028.250224
  nChanged 13
		SP:Iteration 9Q (31910.230000 sec): 3 clusters
  Score: Raw -67315.167785 + Penalty 2279.230132 = -65035.937653
  nChanged 10
		SP:Iteration 10Q (31910.390000 sec): 3 clusters
  Score: Raw -67331.020824 + Penalty 2279.230132 = -65051.790692
  nChanged 11
		SP:Iteration 11Q (31910.550000 sec): 3 clusters
  Score: Raw -67342.596315 + Penalty 2279.230132 = -65063.366183
  nChanged 7
		SP:Iteration 12Q (31910.710000 sec): 3 clusters
  Score: Raw -67355.803775 + Penalty 2279.230132 = -65076.573643
  nChanged 5
		SP:Iteration 13Q (31910.860000 sec): 3 clusters
  Score: Raw -67359.546952 + Penalty 2279.230132 = -65080.316821
  nChanged 8
		SP:Iteration 14Q (31911.020000 sec): 3 clusters
  Score: Raw -67367.251178 + Penalty 2279.230132 = -65088.021047
  nChanged 0
		SP:Iteration 15F (31911.180000 sec): 3 clusters
  Score: Raw -67367.251178 + Penalty 2279.230132 = -65088.021047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31911.260000 sec): 2 clusters
  Score: Raw -64696.914336 + Penalty 1086.655149 = -63610.259188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31911.410000 sec): 3 clusters
  Score: Raw -64513.191427 + Penalty 2173.310298 = -62339.881130
  nChanged 214
		SP:Iteration 1F (31911.570000 sec): 3 clusters
  Score: Raw -64741.942457 + Penalty 2173.310298 = -62568.632159
  nChanged 65
		SP:Iteration 2F (31911.730000 sec): 3 clusters
  Score: Raw -64835.426551 + Penalty 2173.310298 = -62662.116254
  nChanged 43
		SP:Iteration 3F (31911.890000 sec): 3 clusters
  Score: Raw -64888.345363 + Penalty 2173.310298 = -62715.035065
  nChanged 32
		SP:Iteration 4Q (31912.050000 sec): 3 clusters
  Score: Raw -64934.973869 + Penalty 2173.310298 = -62761.663571
  nChanged 22
		SP:Iteration 5Q (31912.200000 sec): 3 clusters
  Score: Raw -64964.979382 + Penalty 2173.310298 = -62791.669084
  nChanged 18
		SP:Iteration 6Q (31912.360000 sec): 3 clusters
  Score: Raw -64986.834161 + Penalty 2173.310298 = -62813.523864
  nChanged 12
		SP:Iteration 7Q (31912.520000 sec): 3 clusters
  Score: Raw -65000.015877 + Penalty 2173.310298 = -62826.705580
  nChanged 13
		SP:Iteration 8Q (31912.720000 sec): 3 clusters
  Score: Raw -65013.365492 + Penalty 2173.310298 = -62840.055194
  nChanged 6
		SP:Iteration 9Q (31912.830000 sec): 3 clusters
  Score: Raw -65018.945652 + Penalty 2173.310298 = -62845.635354
  nChanged 3
		SP:Iteration 10Q (31912.930000 sec): 3 clusters
  Score: Raw -65021.428336 + Penalty 2173.310298 = -62848.118038
  nChanged 2
		SP:Iteration 11Q (31913.080000 sec): 3 clusters
  Score: Raw -65025.114178 + Penalty 2173.310298 = -62851.803880
  nChanged 2
		SP:Iteration 12Q (31913.220000 sec): 3 clusters
  Score: Raw -65026.903091 + Penalty 2173.310298 = -62853.592794
  nChanged 1
		SP:Iteration 13Q (31913.320000 sec): 3 clusters
  Score: Raw -65027.896038 + Penalty 2173.310298 = -62854.585740
  nChanged 0
		SP:Iteration 14F (31913.430000 sec): 3 clusters
  Score: Raw -65027.896038 + Penalty 2173.310298 = -62854.585740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31913.530000 sec): 2 clusters
  Score: Raw -221918.390783 + Penalty 1302.866038 = -220615.524745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31913.650000 sec): 3 clusters
  Score: Raw -220478.075436 + Penalty 2605.732077 = -217872.343359
  nChanged 1183
		SP:Iteration 1F (31913.770000 sec): 3 clusters
  Score: Raw -221342.525177 + Penalty 2605.732077 = -218736.793100
  nChanged 299
		SP:Iteration 2F (31913.900000 sec): 3 clusters
  Score: Raw -221617.894628 + Penalty 2605.732077 = -219012.162551
  nChanged 219
		SP:Iteration 3F (31914.030000 sec): 3 clusters
  Score: Raw -221835.916765 + Penalty 2605.732077 = -219230.184688
  nChanged 187
		SP:Iteration 4F (31914.160000 sec): 3 clusters
  Score: Raw -222029.096810 + Penalty 2605.732077 = -219423.364733
  nChanged 150
		SP:Iteration 5Q (31914.290000 sec): 3 clusters
  Score: Raw -222153.711345 + Penalty 2605.732077 = -219547.979268
  nChanged 107
		SP:Iteration 6Q (31914.410000 sec): 3 clusters
  Score: Raw -222243.879972 + Penalty 2605.732077 = -219638.147895
  nChanged 83
		SP:Iteration 7Q (31914.540000 sec): 3 clusters
  Score: Raw -222299.718506 + Penalty 2605.732077 = -219693.986429
  nChanged 56
		SP:Iteration 8Q (31914.730000 sec): 3 clusters
  Score: Raw -222340.404702 + Penalty 2605.732077 = -219734.672625
  nChanged 52
		SP:Iteration 9Q (31914.910000 sec): 3 clusters
  Score: Raw -222369.591291 + Penalty 2605.732077 = -219763.859214
  nChanged 34
		SP:Iteration 10Q (31915.120000 sec): 3 clusters
  Score: Raw -222389.233360 + Penalty 2605.732077 = -219783.501284
  nChanged 27
		SP:Iteration 11Q (31915.310000 sec): 3 clusters
  Score: Raw -222406.835724 + Penalty 2605.732077 = -219801.103647
  nChanged 25
		SP:Iteration 12Q (31915.490000 sec): 3 clusters
  Score: Raw -222426.441841 + Penalty 2605.732077 = -219820.709764
  nChanged 25
		SP:Iteration 13Q (31915.700000 sec): 3 clusters
  Score: Raw -222437.818844 + Penalty 2605.732077 = -219832.086767
  nChanged 19
		SP:Iteration 14Q (31915.880000 sec): 3 clusters
  Score: Raw -222448.747246 + Penalty 2605.732077 = -219843.015169
  nChanged 17
		SP:Iteration 15Q (31916.060000 sec): 3 clusters
  Score: Raw -222455.715413 + Penalty 2605.732077 = -219849.983336
  nChanged 17
		SP:Iteration 16Q (31916.260000 sec): 3 clusters
  Score: Raw -222464.324281 + Penalty 2605.732077 = -219858.592204
  nChanged 14
		SP:Iteration 17Q (31916.430000 sec): 3 clusters
  Score: Raw -222470.435768 + Penalty 2605.732077 = -219864.703691
  nChanged 9
		SP:Iteration 18Q (31916.590000 sec): 3 clusters
  Score: Raw -222474.281530 + Penalty 2605.732077 = -219868.549453
  nChanged 4
		SP:Iteration 19Q (31916.770000 sec): 3 clusters
  Score: Raw -222477.029450 + Penalty 2605.732077 = -219871.297373
  nChanged 6
		SP:Iteration 20F (31916.930000 sec): 3 clusters
  Score: Raw -222479.538101 + Penalty 2605.732077 = -219873.806024
  nChanged 5
		SP:Iteration 21Q (31917.110000 sec): 3 clusters
  Score: Raw -222480.495851 + Penalty 2605.732077 = -219874.763774
  nChanged 2
		SP:Iteration 22Q (31917.270000 sec): 3 clusters
  Score: Raw -222481.050064 + Penalty 2605.732077 = -219875.317987
  nChanged 1
		SP:Iteration 23Q (31917.430000 sec): 3 clusters
  Score: Raw -222481.366127 + Penalty 2605.732077 = -219875.634050
  nChanged 2
		SP:Iteration 24Q (31917.530000 sec): 3 clusters
  Score: Raw -222481.858159 + Penalty 2605.732077 = -219876.126082
  nChanged 1
		SP:Iteration 25Q (31917.650000 sec): 3 clusters
  Score: Raw -222482.215418 + Penalty 2605.732077 = -219876.483341
  nChanged 0
		SP:Iteration 26F (31917.810000 sec): 3 clusters
  Score: Raw -222482.215418 + Penalty 2605.732077 = -219876.483341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31918.120000 sec): 2 clusters
  Score: Raw -3011205.646604 + Penalty 1700.328562 = -3009505.318042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31918.500000 sec): 3 clusters
  Score: Raw -2989390.782853 + Penalty 3400.657123 = -2985990.125729
  nChanged 16219
		SP:Iteration 1F (31918.880000 sec): 3 clusters
  Score: Raw -2998716.166594 + Penalty 3400.657123 = -2995315.509471
  nChanged 1841
		SP:Iteration 2F (31919.290000 sec): 3 clusters
  Score: Raw -2999505.298955 + Penalty 3400.657123 = -2996104.641831
  nChanged 2085
		SP:Iteration 3F (31919.630000 sec): 3 clusters
  Score: Raw -3000598.928180 + Penalty 3400.657123 = -2997198.271057
  nChanged 2424
		SP:Iteration 4F (31920.030000 sec): 3 clusters
  Score: Raw -3002221.561299 + Penalty 3400.657123 = -2998820.904176
  nChanged 2744
		SP:Iteration 5F (31920.470000 sec): 3 clusters
  Score: Raw -3004509.752989 + Penalty 3400.657123 = -3001109.095866
  nChanged 2680
		SP:Iteration 6F (31920.850000 sec): 3 clusters
  Score: Raw -3007028.969150 + Penalty 3400.657123 = -3003628.312027
  nChanged 2128
		SP:Iteration 7F (31921.210000 sec): 3 clusters
  Score: Raw -3009061.083613 + Penalty 3400.657123 = -3005660.426490
  nChanged 1259
		SP:Iteration 8Q (31921.560000 sec): 3 clusters
  Score: Raw -3010267.718547 + Penalty 3400.657123 = -3006867.061424
  nChanged 630
		SP:Iteration 9Q (31921.890000 sec): 3 clusters
  Score: Raw -3010855.907507 + Penalty 3400.657123 = -3007455.250384
  nChanged 283
		SP:Iteration 10Q (31922.240000 sec): 3 clusters
  Score: Raw -3011140.709165 + Penalty 3400.657123 = -3007740.052042
  nChanged 129
		SP:Iteration 11Q (31922.580000 sec): 3 clusters
  Score: Raw -3011280.252203 + Penalty 3400.657123 = -3007879.595079
  nChanged 79
		SP:Iteration 12Q (31922.980000 sec): 3 clusters
  Score: Raw -3011357.624261 + Penalty 3400.657123 = -3007956.967138
  nChanged 39
		SP:Iteration 13Q (31923.340000 sec): 3 clusters
  Score: Raw -3011398.047395 + Penalty 3400.657123 = -3007997.390272
  nChanged 22
		SP:Iteration 14Q (31923.670000 sec): 3 clusters
  Score: Raw -3011423.393316 + Penalty 3400.657123 = -3008022.736193
  nChanged 16
		SP:Iteration 15Q (31924.040000 sec): 3 clusters
  Score: Raw -3011440.369275 + Penalty 3400.657123 = -3008039.712151
  nChanged 14
		SP:Iteration 16Q (31924.410000 sec): 3 clusters
  Score: Raw -3011453.697095 + Penalty 3400.657123 = -3008053.039971
  nChanged 8
		SP:Iteration 17Q (31924.750000 sec): 3 clusters
  Score: Raw -3011460.424808 + Penalty 3400.657123 = -3008059.767685
  nChanged 8
		SP:Iteration 18Q (31925.090000 sec): 3 clusters
  Score: Raw -3011467.414885 + Penalty 3400.657123 = -3008066.757761
  nChanged 7
		SP:Iteration 19Q (31925.430000 sec): 3 clusters
  Score: Raw -3011472.084374 + Penalty 3400.657123 = -3008071.427251
  nChanged 2
		SP:Iteration 20F (31925.860000 sec): 3 clusters
  Score: Raw -3011473.688166 + Penalty 3400.657123 = -3008073.031043
  nChanged 2
		SP:Iteration 21Q (31926.170000 sec): 3 clusters
  Score: Raw -3011474.701232 + Penalty 3400.657123 = -3008074.044109
  nChanged 1
		SP:Iteration 22Q (31926.570000 sec): 3 clusters
  Score: Raw -3011475.179008 + Penalty 3400.657123 = -3008074.521885
  nChanged 0
		SP:Iteration 23F (31926.910000 sec): 3 clusters
  Score: Raw -3011475.179008 + Penalty 3400.657123 = -3008074.521885
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31927.010000 sec): 2 clusters
  Score: Raw -208525.586734 + Penalty 1306.886426 = -207218.700308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31927.140000 sec): 3 clusters
  Score: Raw -207081.126230 + Penalty 2613.772852 = -204467.353378
  nChanged 1192
		SP:Iteration 1F (31927.340000 sec): 3 clusters
  Score: Raw -207935.468133 + Penalty 2613.772852 = -205321.695282
  nChanged 294
		SP:Iteration 2F (31927.490000 sec): 3 clusters
  Score: Raw -208249.167613 + Penalty 2613.772852 = -205635.394761
  nChanged 226
		SP:Iteration 3F (31927.680000 sec): 3 clusters
  Score: Raw -208462.840643 + Penalty 2613.772852 = -205849.067791
  nChanged 169
		SP:Iteration 4F (31927.860000 sec): 3 clusters
  Score: Raw -208629.718919 + Penalty 2613.772852 = -206015.946067
  nChanged 141
		SP:Iteration 5Q (31928.040000 sec): 3 clusters
  Score: Raw -208754.480264 + Penalty 2613.772852 = -206140.707412
  nChanged 110
		SP:Iteration 6Q (31928.230000 sec): 3 clusters
  Score: Raw -208872.317680 + Penalty 2613.772852 = -206258.544828
  nChanged 106
		SP:Iteration 7Q (31928.360000 sec): 3 clusters
  Score: Raw -208965.391191 + Penalty 2613.772852 = -206351.618339
  nChanged 87
		SP:Iteration 8Q (31928.540000 sec): 3 clusters
  Score: Raw -209044.482390 + Penalty 2613.772852 = -206430.709538
  nChanged 84
		SP:Iteration 9Q (31928.780000 sec): 3 clusters
  Score: Raw -209109.213821 + Penalty 2613.772852 = -206495.440969
  nChanged 73
		SP:Iteration 10Q (31928.960000 sec): 3 clusters
  Score: Raw -209157.175647 + Penalty 2613.772852 = -206543.402795
  nChanged 52
		SP:Iteration 11Q (31929.100000 sec): 3 clusters
  Score: Raw -209192.141037 + Penalty 2613.772852 = -206578.368185
  nChanged 50
		SP:Iteration 12Q (31929.270000 sec): 3 clusters
  Score: Raw -209227.206217 + Penalty 2613.772852 = -206613.433365
  nChanged 43
		SP:Iteration 13Q (31929.480000 sec): 3 clusters
  Score: Raw -209262.322341 + Penalty 2613.772852 = -206648.549489
  nChanged 36
		SP:Iteration 14Q (31929.680000 sec): 3 clusters
  Score: Raw -209284.172218 + Penalty 2613.772852 = -206670.399366
  nChanged 35
		SP:Iteration 15Q (31929.900000 sec): 3 clusters
  Score: Raw -209306.972609 + Penalty 2613.772852 = -206693.199757
  nChanged 36
		SP:Iteration 16Q (31930.040000 sec): 3 clusters
  Score: Raw -209328.158311 + Penalty 2613.772852 = -206714.385459
  nChanged 25
		SP:Iteration 17Q (31930.240000 sec): 3 clusters
  Score: Raw -209345.024915 + Penalty 2613.772852 = -206731.252064
  nChanged 24
		SP:Iteration 18Q (31930.460000 sec): 3 clusters
  Score: Raw -209363.098986 + Penalty 2613.772852 = -206749.326134
  nChanged 15
		SP:Iteration 19Q (31930.630000 sec): 3 clusters
  Score: Raw -209368.045306 + Penalty 2613.772852 = -206754.272454
  nChanged 11
		SP:Iteration 20F (31930.840000 sec): 3 clusters
  Score: Raw -209374.603370 + Penalty 2613.772852 = -206760.830518
  nChanged 10
		SP:Iteration 21Q (31930.990000 sec): 3 clusters
  Score: Raw -209378.569432 + Penalty 2613.772852 = -206764.796580
  nChanged 5
		SP:Iteration 22Q (31931.150000 sec): 3 clusters
  Score: Raw -209379.857426 + Penalty 2613.772852 = -206766.084575
  nChanged 2
		SP:Iteration 23Q (31931.350000 sec): 3 clusters
  Score: Raw -209380.200575 + Penalty 2613.772852 = -206766.427724
  nChanged 0
		SP:Iteration 24F (31931.510000 sec): 3 clusters
  Score: Raw -209380.200575 + Penalty 2613.772852 = -206766.427724
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31931.660000 sec): 2 clusters
  Score: Raw -421001.543642 + Penalty 1397.270685 = -419604.272957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31931.880000 sec): 3 clusters
  Score: Raw -418196.543903 + Penalty 2794.541370 = -415402.002534
  nChanged 2265
		SP:Iteration 1F (31932.040000 sec): 3 clusters
  Score: Raw -419482.320923 + Penalty 2794.541370 = -416687.779554
  nChanged 465
		SP:Iteration 2F (31932.210000 sec): 3 clusters
  Score: Raw -419823.910245 + Penalty 2794.541370 = -417029.368876
  nChanged 410
		SP:Iteration 3F (31932.380000 sec): 3 clusters
  Score: Raw -420112.961220 + Penalty 2794.541370 = -417318.419850
  nChanged 369
		SP:Iteration 4F (31932.590000 sec): 3 clusters
  Score: Raw -420401.590618 + Penalty 2794.541370 = -417607.049249
  nChanged 317
		SP:Iteration 5F (31932.770000 sec): 3 clusters
  Score: Raw -420625.543696 + Penalty 2794.541370 = -417831.002326
  nChanged 270
		SP:Iteration 6Q (31933.000000 sec): 3 clusters
  Score: Raw -420792.936970 + Penalty 2794.541370 = -417998.395600
  nChanged 208
		SP:Iteration 7Q (31933.190000 sec): 3 clusters
  Score: Raw -420920.191840 + Penalty 2794.541370 = -418125.650471
  nChanged 166
		SP:Iteration 8Q (31933.360000 sec): 3 clusters
  Score: Raw -421010.616943 + Penalty 2794.541370 = -418216.075574
  nChanged 110
		SP:Iteration 9Q (31933.580000 sec): 3 clusters
  Score: Raw -421062.131967 + Penalty 2794.541370 = -418267.590597
  nChanged 92
		SP:Iteration 10Q (31933.810000 sec): 3 clusters
  Score: Raw -421101.128605 + Penalty 2794.541370 = -418306.587236
  nChanged 67
		SP:Iteration 11Q (31934.000000 sec): 3 clusters
  Score: Raw -421123.934589 + Penalty 2794.541370 = -418329.393220
  nChanged 50
		SP:Iteration 12Q (31934.220000 sec): 3 clusters
  Score: Raw -421139.579888 + Penalty 2794.541370 = -418345.038518
  nChanged 41
		SP:Iteration 13Q (31934.420000 sec): 3 clusters
  Score: Raw -421152.594174 + Penalty 2794.541370 = -418358.052805
  nChanged 27
		SP:Iteration 14Q (31934.580000 sec): 3 clusters
  Score: Raw -421159.338494 + Penalty 2794.541370 = -418364.797124
  nChanged 14
		SP:Iteration 15Q (31934.760000 sec): 3 clusters
  Score: Raw -421162.021265 + Penalty 2794.541370 = -418367.479896
  nChanged 7
		SP:Iteration 16Q (31934.960000 sec): 3 clusters
  Score: Raw -421163.911462 + Penalty 2794.541370 = -418369.370092
  nChanged 9
		SP:Iteration 17Q (31935.160000 sec): 3 clusters
  Score: Raw -421165.982011 + Penalty 2794.541370 = -418371.440641
  nChanged 9
		SP:Iteration 18Q (31935.370000 sec): 3 clusters
  Score: Raw -421167.968955 + Penalty 2794.541370 = -418373.427586
  nChanged 7
		SP:Iteration 19Q (31935.590000 sec): 3 clusters
  Score: Raw -421169.930710 + Penalty 2794.541370 = -418375.389340
  nChanged 12
		SP:Iteration 20F (31935.840000 sec): 3 clusters
  Score: Raw -421174.137301 + Penalty 2794.541370 = -418379.595931
  nChanged 14
		SP:Iteration 21Q (31936.100000 sec): 3 clusters
  Score: Raw -421177.173253 + Penalty 2794.541370 = -418382.631883
  nChanged 8
		SP:Iteration 22Q (31936.310000 sec): 3 clusters
  Score: Raw -421178.707115 + Penalty 2794.541370 = -418384.165746
  nChanged 7
		SP:Iteration 23Q (31936.510000 sec): 3 clusters
  Score: Raw -421180.165401 + Penalty 2794.541370 = -418385.624031
  nChanged 5
		SP:Iteration 24Q (31936.730000 sec): 3 clusters
  Score: Raw -421180.915510 + Penalty 2794.541370 = -418386.374140
  nChanged 2
		SP:Iteration 25Q (31936.980000 sec): 3 clusters
  Score: Raw -421181.315258 + Penalty 2794.541370 = -418386.773888
  nChanged 1
		SP:Iteration 26Q (31937.130000 sec): 3 clusters
  Score: Raw -421181.566263 + Penalty 2794.541370 = -418387.024893
  nChanged 1
		SP:Iteration 27Q (31937.370000 sec): 3 clusters
  Score: Raw -421181.721440 + Penalty 2794.541370 = -418387.180070
  nChanged 0
		SP:Iteration 28F (31937.550000 sec): 3 clusters
  Score: Raw -421181.721440 + Penalty 2794.541370 = -418387.180070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31937.650000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31937.860000 sec): 3 clusters
  Score: Raw -258888.259645 + Penalty 2629.480333 = -256258.779313
  nChanged 1227
		SP:Iteration 1F (31938.050000 sec): 3 clusters
  Score: Raw -259639.009472 + Penalty 2629.480333 = -257009.529139
  nChanged 267
		SP:Iteration 2F (31938.230000 sec): 3 clusters
  Score: Raw -259832.183117 + Penalty 2629.480333 = -257202.702784
  nChanged 201
		SP:Iteration 3F (31938.410000 sec): 3 clusters
  Score: Raw -259978.246727 + Penalty 2629.480333 = -257348.766395
  nChanged 162
		SP:Iteration 4Q (31938.580000 sec): 3 clusters
  Score: Raw -260100.018937 + Penalty 2629.480333 = -257470.538604
  nChanged 135
		SP:Iteration 5Q (31938.780000 sec): 3 clusters
  Score: Raw -260195.263811 + Penalty 2629.480333 = -257565.783478
  nChanged 106
		SP:Iteration 6Q (31938.990000 sec): 3 clusters
  Score: Raw -260268.368953 + Penalty 2629.480333 = -257638.888620
  nChanged 97
		SP:Iteration 7Q (31939.160000 sec): 3 clusters
  Score: Raw -260323.906057 + Penalty 2629.480333 = -257694.425724
  nChanged 60
		SP:Iteration 8Q (31939.330000 sec): 3 clusters
  Score: Raw -260351.758815 + Penalty 2629.480333 = -257722.278483
  nChanged 44
		SP:Iteration 9Q (31939.530000 sec): 3 clusters
  Score: Raw -260370.630895 + Penalty 2629.480333 = -257741.150562
  nChanged 32
		SP:Iteration 10Q (31939.690000 sec): 3 clusters
  Score: Raw -260385.225376 + Penalty 2629.480333 = -257755.745044
  nChanged 25
		SP:Iteration 11Q (31939.870000 sec): 3 clusters
  Score: Raw -260395.954212 + Penalty 2629.480333 = -257766.473879
  nChanged 18
		SP:Iteration 12Q (31940.030000 sec): 3 clusters
  Score: Raw -260402.712104 + Penalty 2629.480333 = -257773.231772
  nChanged 16
		SP:Iteration 13Q (31940.240000 sec): 3 clusters
  Score: Raw -260410.281037 + Penalty 2629.480333 = -257780.800705
  nChanged 12
		SP:Iteration 14Q (31940.390000 sec): 3 clusters
  Score: Raw -260414.258243 + Penalty 2629.480333 = -257784.777910
  nChanged 8
		SP:Iteration 15Q (31940.590000 sec): 3 clusters
  Score: Raw -260417.124220 + Penalty 2629.480333 = -257787.643887
  nChanged 5
		SP:Iteration 16Q (31940.750000 sec): 3 clusters
  Score: Raw -260418.531712 + Penalty 2629.480333 = -257789.051380
  nChanged 4
		SP:Iteration 17Q (31940.910000 sec): 3 clusters
  Score: Raw -260420.077247 + Penalty 2629.480333 = -257790.596914
  nChanged 3
		SP:Iteration 18Q (31941.110000 sec): 3 clusters
  Score: Raw -260421.661947 + Penalty 2629.480333 = -257792.181614
  nChanged 6
		SP:Iteration 19Q (31941.370000 sec): 3 clusters
  Score: Raw -260423.955496 + Penalty 2629.480333 = -257794.475163
  nChanged 4
		SP:Iteration 20F (31941.550000 sec): 3 clusters
  Score: Raw -260425.688921 + Penalty 2629.480333 = -257796.208588
  nChanged 4
		SP:Iteration 21Q (31941.720000 sec): 3 clusters
  Score: Raw -260427.412162 + Penalty 2629.480333 = -257797.931829
  nChanged 4
		SP:Iteration 22Q (31941.900000 sec): 3 clusters
  Score: Raw -260430.157943 + Penalty 2629.480333 = -257800.677610
  nChanged 7
		SP:Iteration 23Q (31942.040000 sec): 3 clusters
  Score: Raw -260433.130861 + Penalty 2629.480333 = -257803.650529
  nChanged 7
		SP:Iteration 24Q (31942.250000 sec): 3 clusters
  Score: Raw -260436.167200 + Penalty 2629.480333 = -257806.686867
  nChanged 8
		SP:Iteration 25Q (31942.440000 sec): 3 clusters
  Score: Raw -260438.698401 + Penalty 2629.480333 = -257809.218069
  nChanged 4
		SP:Iteration 26Q (31942.630000 sec): 3 clusters
  Score: Raw -260440.377701 + Penalty 2629.480333 = -257810.897368
  nChanged 4
		SP:Iteration 27Q (31942.780000 sec): 3 clusters
  Score: Raw -260442.000458 + Penalty 2629.480333 = -257812.520125
  nChanged 0
		SP:Iteration 28F (31942.950000 sec): 3 clusters
  Score: Raw -260442.000458 + Penalty 2629.480333 = -257812.520125
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31943.110000 sec): 2 clusters
  Score: Raw -233034.721843 + Penalty 1290.922342 = -231743.799501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31943.270000 sec): 3 clusters
  Score: Raw -231663.014050 + Penalty 2581.844685 = -229081.169366
  nChanged 1085
		SP:Iteration 1F (31943.430000 sec): 3 clusters
  Score: Raw -232361.819716 + Penalty 2581.844685 = -229779.975032
  nChanged 266
		SP:Iteration 2F (31943.610000 sec): 3 clusters
  Score: Raw -232581.995176 + Penalty 2581.844685 = -230000.150491
  nChanged 163
		SP:Iteration 3F (31943.790000 sec): 3 clusters
  Score: Raw -232724.849658 + Penalty 2581.844685 = -230143.004973
  nChanged 132
		SP:Iteration 4Q (31943.980000 sec): 3 clusters
  Score: Raw -232828.933497 + Penalty 2581.844685 = -230247.088812
  nChanged 120
		SP:Iteration 5Q (31944.160000 sec): 3 clusters
  Score: Raw -232924.493497 + Penalty 2581.844685 = -230342.648812
  nChanged 97
		SP:Iteration 6Q (31944.340000 sec): 3 clusters
  Score: Raw -232979.497080 + Penalty 2581.844685 = -230397.652396
  nChanged 70
		SP:Iteration 7Q (31944.510000 sec): 3 clusters
  Score: Raw -233017.339305 + Penalty 2581.844685 = -230435.494621
  nChanged 62
		SP:Iteration 8Q (31944.670000 sec): 3 clusters
  Score: Raw -233053.138335 + Penalty 2581.844685 = -230471.293650
  nChanged 64
		SP:Iteration 9Q (31944.810000 sec): 3 clusters
  Score: Raw -233089.837560 + Penalty 2581.844685 = -230507.992876
  nChanged 54
		SP:Iteration 10Q (31945.010000 sec): 3 clusters
  Score: Raw -233116.457384 + Penalty 2581.844685 = -230534.612699
  nChanged 43
		SP:Iteration 11Q (31945.150000 sec): 3 clusters
  Score: Raw -233139.153564 + Penalty 2581.844685 = -230557.308880
  nChanged 46
		SP:Iteration 12Q (31945.270000 sec): 3 clusters
  Score: Raw -233164.933790 + Penalty 2581.844685 = -230583.089106
  nChanged 50
		SP:Iteration 13Q (31945.420000 sec): 3 clusters
  Score: Raw -233194.859083 + Penalty 2581.844685 = -230613.014398
  nChanged 54
		SP:Iteration 14Q (31945.560000 sec): 3 clusters
  Score: Raw -233223.469983 + Penalty 2581.844685 = -230641.625298
  nChanged 42
		SP:Iteration 15Q (31945.710000 sec): 3 clusters
  Score: Raw -233241.809343 + Penalty 2581.844685 = -230659.964658
  nChanged 36
		SP:Iteration 16Q (31945.850000 sec): 3 clusters
  Score: Raw -233256.401245 + Penalty 2581.844685 = -230674.556561
  nChanged 29
		SP:Iteration 17Q (31945.990000 sec): 3 clusters
  Score: Raw -233266.919667 + Penalty 2581.844685 = -230685.074982
  nChanged 20
		SP:Iteration 18Q (31946.140000 sec): 3 clusters
  Score: Raw -233275.524541 + Penalty 2581.844685 = -230693.679856
  nChanged 16
		SP:Iteration 19Q (31946.280000 sec): 3 clusters
  Score: Raw -233280.238438 + Penalty 2581.844685 = -230698.393753
  nChanged 14
		SP:Iteration 20F (31946.430000 sec): 3 clusters
  Score: Raw -233283.663976 + Penalty 2581.844685 = -230701.819291
  nChanged 11
		SP:Iteration 21Q (31946.570000 sec): 3 clusters
  Score: Raw -233288.233746 + Penalty 2581.844685 = -230706.389061
  nChanged 6
		SP:Iteration 22Q (31946.710000 sec): 3 clusters
  Score: Raw -233290.974668 + Penalty 2581.844685 = -230709.129983
  nChanged 10
		SP:Iteration 23Q (31946.860000 sec): 3 clusters
  Score: Raw -233295.522510 + Penalty 2581.844685 = -230713.677826
  nChanged 11
		SP:Iteration 24Q (31947.000000 sec): 3 clusters
  Score: Raw -233299.892149 + Penalty 2581.844685 = -230718.047465
  nChanged 12
		SP:Iteration 25Q (31947.150000 sec): 3 clusters
  Score: Raw -233303.981035 + Penalty 2581.844685 = -230722.136350
  nChanged 9
		SP:Iteration 26Q (31947.290000 sec): 3 clusters
  Score: Raw -233307.344597 + Penalty 2581.844685 = -230725.499912
  nChanged 11
		SP:Iteration 27Q (31947.430000 sec): 3 clusters
  Score: Raw -233310.704590 + Penalty 2581.844685 = -230728.859906
  nChanged 10
		SP:Iteration 28Q (31947.580000 sec): 3 clusters
  Score: Raw -233315.347191 + Penalty 2581.844685 = -230733.502507
  nChanged 9
		SP:Iteration 29Q (31947.720000 sec): 3 clusters
  Score: Raw -233319.413684 + Penalty 2581.844685 = -230737.568999
  nChanged 13
		SP:Iteration 30Q (31947.870000 sec): 3 clusters
  Score: Raw -233325.035808 + Penalty 2581.844685 = -230743.191123
  nChanged 14
		SP:Iteration 31Q (31948.010000 sec): 3 clusters
  Score: Raw -233331.983134 + Penalty 2581.844685 = -230750.138450
  nChanged 14
		SP:Iteration 32Q (31948.150000 sec): 3 clusters
  Score: Raw -233338.706578 + Penalty 2581.844685 = -230756.861893
  nChanged 17
		SP:Iteration 33Q (31948.300000 sec): 3 clusters
  Score: Raw -233348.444792 + Penalty 2581.844685 = -230766.600108
  nChanged 22
		SP:Iteration 34Q (31948.440000 sec): 3 clusters
  Score: Raw -233359.450488 + Penalty 2581.844685 = -230777.605804
  nChanged 17
		SP:Iteration 35Q (31948.590000 sec): 3 clusters
  Score: Raw -233367.640080 + Penalty 2581.844685 = -230785.795395
  nChanged 14
		SP:Iteration 36Q (31948.730000 sec): 3 clusters
  Score: Raw -233372.974472 + Penalty 2581.844685 = -230791.129787
  nChanged 15
		SP:Iteration 37Q (31948.870000 sec): 3 clusters
  Score: Raw -233378.710080 + Penalty 2581.844685 = -230796.865395
  nChanged 8
		SP:Iteration 38Q (31949.010000 sec): 3 clusters
  Score: Raw -233381.732258 + Penalty 2581.844685 = -230799.887573
  nChanged 11
		SP:Iteration 39Q (31949.160000 sec): 3 clusters
  Score: Raw -233384.871717 + Penalty 2581.844685 = -230803.027032
  nChanged 11
		SP:Iteration 40F (31949.300000 sec): 3 clusters
  Score: Raw -233388.479368 + Penalty 2581.844685 = -230806.634683
  nChanged 8
		SP:Iteration 41Q (31949.450000 sec): 3 clusters
  Score: Raw -233392.813032 + Penalty 2581.844685 = -230810.968347
  nChanged 8
		SP:Iteration 42Q (31949.590000 sec): 3 clusters
  Score: Raw -233395.373276 + Penalty 2581.844685 = -230813.528592
  nChanged 5
		SP:Iteration 43Q (31949.730000 sec): 3 clusters
  Score: Raw -233396.941889 + Penalty 2581.844685 = -230815.097204
  nChanged 6
		SP:Iteration 44Q (31949.880000 sec): 3 clusters
  Score: Raw -233398.793733 + Penalty 2581.844685 = -230816.949048
  nChanged 6
		SP:Iteration 45Q (31950.020000 sec): 3 clusters
  Score: Raw -233400.644481 + Penalty 2581.844685 = -230818.799797
  nChanged 3
		SP:Iteration 46Q (31950.170000 sec): 3 clusters
  Score: Raw -233401.745249 + Penalty 2581.844685 = -230819.900565
  nChanged 3
		SP:Iteration 47Q (31950.310000 sec): 3 clusters
  Score: Raw -233402.629948 + Penalty 2581.844685 = -230820.785263
  nChanged 4
		SP:Iteration 48Q (31950.450000 sec): 3 clusters
  Score: Raw -233403.785423 + Penalty 2581.844685 = -230821.940739
  nChanged 2
		SP:Iteration 49Q (31950.600000 sec): 3 clusters
  Score: Raw -233404.045424 + Penalty 2581.844685 = -230822.200739
  nChanged 1
		SP:Iteration 50Q (31950.740000 sec): 3 clusters
  Score: Raw -233404.315870 + Penalty 2581.844685 = -230822.471186
  nChanged 1
		SP:Iteration 51Q (31950.920000 sec): 3 clusters
  Score: Raw -233404.446631 + Penalty 2581.844685 = -230822.601946
  nChanged 0
		SP:Iteration 52F (31951.060000 sec): 3 clusters
  Score: Raw -233404.446631 + Penalty 2581.844685 = -230822.601946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31951.120000 sec): 2 clusters
  Score: Raw -44085.040946 + Penalty 1030.880571 = -43054.160375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31951.250000 sec): 3 clusters
  Score: Raw -44028.930771 + Penalty 2061.761141 = -41967.169630
  nChanged 161
		SP:Iteration 1F (31951.400000 sec): 3 clusters
  Score: Raw -44341.847354 + Penalty 2061.761141 = -42280.086212
  nChanged 56
		SP:Iteration 2F (31951.540000 sec): 3 clusters
  Score: Raw -44623.987425 + Penalty 2061.761141 = -42562.226284
  nChanged 42
		SP:Iteration 3F (31951.690000 sec): 3 clusters
  Score: Raw -44927.318561 + Penalty 2061.761141 = -42865.557420
  nChanged 27
		SP:Iteration 4Q (31951.830000 sec): 3 clusters
  Score: Raw -44986.558046 + Penalty 2061.761141 = -42924.796905
  nChanged 16
		SP:Iteration 5Q (31951.970000 sec): 3 clusters
  Score: Raw -45025.566662 + Penalty 2061.761141 = -42963.805521
  nChanged 9
		SP:Iteration 6Q (31952.120000 sec): 3 clusters
  Score: Raw -45049.910382 + Penalty 2061.761141 = -42988.149241
  nChanged 6
		SP:Iteration 7Q (31952.260000 sec): 3 clusters
  Score: Raw -45063.715552 + Penalty 2061.761141 = -43001.954410
  nChanged 0
		SP:Iteration 8F (31952.410000 sec): 3 clusters
  Score: Raw -45063.715552 + Penalty 2061.761141 = -43001.954410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31952.500000 sec): 2 clusters
  Score: Raw -225973.156014 + Penalty 1315.782314 = -224657.373701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31952.640000 sec): 3 clusters
  Score: Raw -224455.384082 + Penalty 2631.564628 = -221823.819454
  nChanged 1276
		SP:Iteration 1F (31952.790000 sec): 3 clusters
  Score: Raw -225446.264591 + Penalty 2631.564628 = -222814.699964
  nChanged 348
		SP:Iteration 2F (31952.930000 sec): 3 clusters
  Score: Raw -225785.359779 + Penalty 2631.564628 = -223153.795152
  nChanged 236
		SP:Iteration 3F (31953.080000 sec): 3 clusters
  Score: Raw -225984.495364 + Penalty 2631.564628 = -223352.930736
  nChanged 158
		SP:Iteration 4Q (31953.220000 sec): 3 clusters
  Score: Raw -226108.420208 + Penalty 2631.564628 = -223476.855581
  nChanged 130
		SP:Iteration 5Q (31953.360000 sec): 3 clusters
  Score: Raw -226179.678714 + Penalty 2631.564628 = -223548.114086
  nChanged 105
		SP:Iteration 6Q (31953.510000 sec): 3 clusters
  Score: Raw -226243.808321 + Penalty 2631.564628 = -223612.243694
  nChanged 78
		SP:Iteration 7Q (31953.650000 sec): 3 clusters
  Score: Raw -226282.840751 + Penalty 2631.564628 = -223651.276124
  nChanged 58
		SP:Iteration 8Q (31953.800000 sec): 3 clusters
  Score: Raw -226312.627604 + Penalty 2631.564628 = -223681.062977
  nChanged 52
		SP:Iteration 9Q (31953.940000 sec): 3 clusters
  Score: Raw -226338.730942 + Penalty 2631.564628 = -223707.166315
  nChanged 43
		SP:Iteration 10Q (31954.080000 sec): 3 clusters
  Score: Raw -226361.434032 + Penalty 2631.564628 = -223729.869405
  nChanged 41
		SP:Iteration 11Q (31954.230000 sec): 3 clusters
  Score: Raw -226380.771221 + Penalty 2631.564628 = -223749.206593
  nChanged 38
		SP:Iteration 12Q (31954.370000 sec): 3 clusters
  Score: Raw -226395.927901 + Penalty 2631.564628 = -223764.363274
  nChanged 31
		SP:Iteration 13Q (31954.560000 sec): 3 clusters
  Score: Raw -226413.892149 + Penalty 2631.564628 = -223782.327521
  nChanged 30
		SP:Iteration 14Q (31954.710000 sec): 3 clusters
  Score: Raw -226426.724691 + Penalty 2631.564628 = -223795.160064
  nChanged 18
		SP:Iteration 15Q (31954.900000 sec): 3 clusters
  Score: Raw -226433.616201 + Penalty 2631.564628 = -223802.051573
  nChanged 16
		SP:Iteration 16Q (31955.090000 sec): 3 clusters
  Score: Raw -226438.442645 + Penalty 2631.564628 = -223806.878018
  nChanged 12
		SP:Iteration 17Q (31955.280000 sec): 3 clusters
  Score: Raw -226443.245665 + Penalty 2631.564628 = -223811.681038
  nChanged 12
		SP:Iteration 18Q (31955.460000 sec): 3 clusters
  Score: Raw -226447.646927 + Penalty 2631.564628 = -223816.082299
  nChanged 14
		SP:Iteration 19Q (31955.610000 sec): 3 clusters
  Score: Raw -226453.203836 + Penalty 2631.564628 = -223821.639208
  nChanged 13
		SP:Iteration 20F (31955.770000 sec): 3 clusters
  Score: Raw -226459.999305 + Penalty 2631.564628 = -223828.434678
  nChanged 13
		SP:Iteration 21Q (31955.930000 sec): 3 clusters
  Score: Raw -226468.759347 + Penalty 2631.564628 = -223837.194719
  nChanged 16
		SP:Iteration 22Q (31956.100000 sec): 3 clusters
  Score: Raw -226475.608548 + Penalty 2631.564628 = -223844.043920
  nChanged 12
		SP:Iteration 23Q (31956.270000 sec): 3 clusters
  Score: Raw -226482.338993 + Penalty 2631.564628 = -223850.774365
  nChanged 24
		SP:Iteration 24Q (31956.440000 sec): 3 clusters
  Score: Raw -226495.585496 + Penalty 2631.564628 = -223864.020868
  nChanged 24
		SP:Iteration 25Q (31956.610000 sec): 3 clusters
  Score: Raw -226506.852784 + Penalty 2631.564628 = -223875.288156
  nChanged 31
		SP:Iteration 26Q (31956.790000 sec): 3 clusters
  Score: Raw -226524.825877 + Penalty 2631.564628 = -223893.261249
  nChanged 28
		SP:Iteration 27Q (31956.960000 sec): 3 clusters
  Score: Raw -226540.104647 + Penalty 2631.564628 = -223908.540019
  nChanged 28
		SP:Iteration 28Q (31957.140000 sec): 3 clusters
  Score: Raw -226557.758729 + Penalty 2631.564628 = -223926.194101
  nChanged 33
		SP:Iteration 29Q (31957.310000 sec): 3 clusters
  Score: Raw -226574.719789 + Penalty 2631.564628 = -223943.155162
  nChanged 31
		SP:Iteration 30Q (31957.480000 sec): 3 clusters
  Score: Raw -226590.074239 + Penalty 2631.564628 = -223958.509612
  nChanged 25
		SP:Iteration 31Q (31957.680000 sec): 3 clusters
  Score: Raw -226598.707895 + Penalty 2631.564628 = -223967.143267
  nChanged 27
		SP:Iteration 32Q (31957.830000 sec): 3 clusters
  Score: Raw -226609.443224 + Penalty 2631.564628 = -223977.878596
  nChanged 25
		SP:Iteration 33Q (31958.000000 sec): 3 clusters
  Score: Raw -226617.654565 + Penalty 2631.564628 = -223986.089937
  nChanged 22
		SP:Iteration 34Q (31958.160000 sec): 3 clusters
  Score: Raw -226627.395220 + Penalty 2631.564628 = -223995.830592
  nChanged 22
		SP:Iteration 35Q (31958.340000 sec): 3 clusters
  Score: Raw -226633.180404 + Penalty 2631.564628 = -224001.615776
  nChanged 16
		SP:Iteration 36Q (31958.520000 sec): 3 clusters
  Score: Raw -226637.699354 + Penalty 2631.564628 = -224006.134726
  nChanged 17
		SP:Iteration 37Q (31958.700000 sec): 3 clusters
  Score: Raw -226642.760070 + Penalty 2631.564628 = -224011.195442
  nChanged 13
		SP:Iteration 38Q (31958.850000 sec): 3 clusters
  Score: Raw -226647.081858 + Penalty 2631.564628 = -224015.517230
  nChanged 13
		SP:Iteration 39Q (31959.080000 sec): 3 clusters
  Score: Raw -226651.055406 + Penalty 2631.564628 = -224019.490778
  nChanged 7
		SP:Iteration 40F (31959.240000 sec): 3 clusters
  Score: Raw -226653.011689 + Penalty 2631.564628 = -224021.447062
  nChanged 2
		SP:Iteration 41Q (31959.370000 sec): 3 clusters
  Score: Raw -226654.640620 + Penalty 2631.564628 = -224023.075993
  nChanged 6
		SP:Iteration 42Q (31959.530000 sec): 3 clusters
  Score: Raw -226656.763886 + Penalty 2631.564628 = -224025.199258
  nChanged 7
		SP:Iteration 43Q (31959.720000 sec): 3 clusters
  Score: Raw -226658.873615 + Penalty 2631.564628 = -224027.308987
  nChanged 4
		SP:Iteration 44Q (31959.880000 sec): 3 clusters
  Score: Raw -226660.506141 + Penalty 2631.564628 = -224028.941514
  nChanged 5
		SP:Iteration 45Q (31960.060000 sec): 3 clusters
  Score: Raw -226662.583805 + Penalty 2631.564628 = -224031.019178
  nChanged 8
		SP:Iteration 46Q (31960.240000 sec): 3 clusters
  Score: Raw -226665.663534 + Penalty 2631.564628 = -224034.098906
  nChanged 7
		SP:Iteration 47Q (31960.360000 sec): 3 clusters
  Score: Raw -226668.447072 + Penalty 2631.564628 = -224036.882444
  nChanged 7
		SP:Iteration 48Q (31960.540000 sec): 3 clusters
  Score: Raw -226671.285006 + Penalty 2631.564628 = -224039.720379
  nChanged 7
		SP:Iteration 49Q (31960.710000 sec): 3 clusters
  Score: Raw -226672.738685 + Penalty 2631.564628 = -224041.174057
  nChanged 9
		SP:Iteration 50Q (31960.880000 sec): 3 clusters
  Score: Raw -226675.211159 + Penalty 2631.564628 = -224043.646532
  nChanged 7
		SP:Iteration 51Q (31961.030000 sec): 3 clusters
  Score: Raw -226676.646539 + Penalty 2631.564628 = -224045.081911
  nChanged 8
		SP:Iteration 52Q (31961.240000 sec): 3 clusters
  Score: Raw -226679.364747 + Penalty 2631.564628 = -224047.800120
  nChanged 12
		SP:Iteration 53Q (31961.390000 sec): 3 clusters
  Score: Raw -226683.652017 + Penalty 2631.564628 = -224052.087390
  nChanged 9
		SP:Iteration 54Q (31961.610000 sec): 3 clusters
  Score: Raw -226685.955442 + Penalty 2631.564628 = -224054.390815
  nChanged 7
		SP:Iteration 55Q (31961.750000 sec): 3 clusters
  Score: Raw -226688.011380 + Penalty 2631.564628 = -224056.446753
  nChanged 10
		SP:Iteration 56Q (31961.900000 sec): 3 clusters
  Score: Raw -226690.645646 + Penalty 2631.564628 = -224059.081019
  nChanged 10
		SP:Iteration 57Q (31962.040000 sec): 3 clusters
  Score: Raw -226695.177571 + Penalty 2631.564628 = -224063.612943
  nChanged 11
		SP:Iteration 58Q (31962.240000 sec): 3 clusters
  Score: Raw -226699.334401 + Penalty 2631.564628 = -224067.769773
  nChanged 11
		SP:Iteration 59Q (31962.440000 sec): 3 clusters
  Score: Raw -226703.466927 + Penalty 2631.564628 = -224071.902299
  nChanged 12
		SP:Iteration 60F (31962.620000 sec): 3 clusters
  Score: Raw -226706.001025 + Penalty 2631.564628 = -224074.436397
  nChanged 12
		SP:Iteration 61Q (31962.760000 sec): 3 clusters
  Score: Raw -226708.516362 + Penalty 2631.564628 = -224076.951735
  nChanged 10
		SP:Iteration 62Q (31962.970000 sec): 3 clusters
  Score: Raw -226712.533834 + Penalty 2631.564628 = -224080.969207
  nChanged 10
		SP:Iteration 63Q (31963.130000 sec): 3 clusters
  Score: Raw -226716.740859 + Penalty 2631.564628 = -224085.176232
  nChanged 11
		SP:Iteration 64Q (31963.320000 sec): 3 clusters
  Score: Raw -226722.149643 + Penalty 2631.564628 = -224090.585015
  nChanged 12
		SP:Iteration 65Q (31963.520000 sec): 3 clusters
  Score: Raw -226726.132472 + Penalty 2631.564628 = -224094.567844
  nChanged 12
		SP:Iteration 66Q (31963.680000 sec): 3 clusters
  Score: Raw -226730.378871 + Penalty 2631.564628 = -224098.814243
  nChanged 7
		SP:Iteration 67Q (31963.880000 sec): 3 clusters
  Score: Raw -226732.189928 + Penalty 2631.564628 = -224100.625301
  nChanged 4
		SP:Iteration 68Q (31964.040000 sec): 3 clusters
  Score: Raw -226733.243665 + Penalty 2631.564628 = -224101.679038
  nChanged 4
		SP:Iteration 69Q (31964.200000 sec): 3 clusters
  Score: Raw -226734.671887 + Penalty 2631.564628 = -224103.107259
  nChanged 7
		SP:Iteration 70Q (31964.380000 sec): 3 clusters
  Score: Raw -226737.759008 + Penalty 2631.564628 = -224106.194380
  nChanged 11
		SP:Iteration 71Q (31964.540000 sec): 3 clusters
  Score: Raw -226741.079548 + Penalty 2631.564628 = -224109.514920
  nChanged 7
		SP:Iteration 72Q (31964.720000 sec): 3 clusters
  Score: Raw -226743.315022 + Penalty 2631.564628 = -224111.750395
  nChanged 7
		SP:Iteration 73Q (31964.920000 sec): 3 clusters
  Score: Raw -226745.613542 + Penalty 2631.564628 = -224114.048914
  nChanged 9
		SP:Iteration 74Q (31965.140000 sec): 3 clusters
  Score: Raw -226748.210328 + Penalty 2631.564628 = -224116.645701
  nChanged 7
		SP:Iteration 75Q (31965.300000 sec): 3 clusters
  Score: Raw -226749.642225 + Penalty 2631.564628 = -224118.077598
  nChanged 2
		SP:Iteration 76Q (31965.470000 sec): 3 clusters
  Score: Raw -226750.009188 + Penalty 2631.564628 = -224118.444560
  nChanged 3
		SP:Iteration 77Q (31965.640000 sec): 3 clusters
  Score: Raw -226750.422424 + Penalty 2631.564628 = -224118.857796
  nChanged 1
		SP:Iteration 78Q (31965.820000 sec): 3 clusters
  Score: Raw -226750.716440 + Penalty 2631.564628 = -224119.151812
  nChanged 1
		SP:Iteration 79Q (31965.980000 sec): 3 clusters
  Score: Raw -226750.821197 + Penalty 2631.564628 = -224119.256569
  nChanged 0
		SP:Iteration 80F (31966.100000 sec): 3 clusters
  Score: Raw -226750.821197 + Penalty 2631.564628 = -224119.256569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31966.180000 sec): 2 clusters
  Score: Raw -115800.350588 + Penalty 1200.804142 = -114599.546445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31966.390000 sec): 3 clusters
  Score: Raw -115225.884871 + Penalty 2401.608285 = -112824.276586
  nChanged 526
		SP:Iteration 1F (31966.560000 sec): 3 clusters
  Score: Raw -115683.118345 + Penalty 2401.608285 = -113281.510060
  nChanged 140
		SP:Iteration 2F (31966.690000 sec): 3 clusters
  Score: Raw -115833.343488 + Penalty 2401.608285 = -113431.735203
  nChanged 85
		SP:Iteration 3F (31966.840000 sec): 3 clusters
  Score: Raw -115914.337832 + Penalty 2401.608285 = -113512.729547
  nChanged 53
		SP:Iteration 4Q (31967.050000 sec): 3 clusters
  Score: Raw -115954.985194 + Penalty 2401.608285 = -113553.376909
  nChanged 31
		SP:Iteration 5Q (31967.240000 sec): 3 clusters
  Score: Raw -115978.154504 + Penalty 2401.608285 = -113576.546219
  nChanged 25
		SP:Iteration 6Q (31967.420000 sec): 3 clusters
  Score: Raw -115996.297108 + Penalty 2401.608285 = -113594.688823
  nChanged 21
		SP:Iteration 7Q (31967.540000 sec): 3 clusters
  Score: Raw -116013.402098 + Penalty 2401.608285 = -113611.793813
  nChanged 23
		SP:Iteration 8Q (31967.760000 sec): 3 clusters
  Score: Raw -116034.911574 + Penalty 2401.608285 = -113633.303289
  nChanged 26
		SP:Iteration 9Q (31967.860000 sec): 3 clusters
  Score: Raw -116063.082721 + Penalty 2401.608285 = -113661.474437
  nChanged 26
		SP:Iteration 10Q (31968.060000 sec): 3 clusters
  Score: Raw -116085.350191 + Penalty 2401.608285 = -113683.741906
  nChanged 27
		SP:Iteration 11Q (31968.240000 sec): 3 clusters
  Score: Raw -116102.235596 + Penalty 2401.608285 = -113700.627311
  nChanged 16
		SP:Iteration 12Q (31968.380000 sec): 3 clusters
  Score: Raw -116113.632711 + Penalty 2401.608285 = -113712.024426
  nChanged 11
		SP:Iteration 13Q (31968.560000 sec): 3 clusters
  Score: Raw -116123.087865 + Penalty 2401.608285 = -113721.479580
  nChanged 12
		SP:Iteration 14Q (31968.710000 sec): 3 clusters
  Score: Raw -116132.593420 + Penalty 2401.608285 = -113730.985135
  nChanged 10
		SP:Iteration 15Q (31968.880000 sec): 3 clusters
  Score: Raw -116137.940071 + Penalty 2401.608285 = -113736.331786
  nChanged 7
		SP:Iteration 16Q (31969.050000 sec): 3 clusters
  Score: Raw -116141.032136 + Penalty 2401.608285 = -113739.423851
  nChanged 8
		SP:Iteration 17Q (31969.220000 sec): 3 clusters
  Score: Raw -116146.238357 + Penalty 2401.608285 = -113744.630072
  nChanged 5
		SP:Iteration 18Q (31969.390000 sec): 3 clusters
  Score: Raw -116149.526027 + Penalty 2401.608285 = -113747.917742
  nChanged 3
		SP:Iteration 19Q (31969.570000 sec): 3 clusters
  Score: Raw -116153.170109 + Penalty 2401.608285 = -113751.561824
  nChanged 2
		SP:Iteration 20F (31969.750000 sec): 3 clusters
  Score: Raw -116153.677932 + Penalty 2401.608285 = -113752.069647
  nChanged 3
		SP:Iteration 21Q (31969.920000 sec): 3 clusters
  Score: Raw -116154.381998 + Penalty 2401.608285 = -113752.773713
  nChanged 1
		SP:Iteration 22Q (31970.120000 sec): 3 clusters
  Score: Raw -116154.885774 + Penalty 2401.608285 = -113753.277489
  nChanged 3
		SP:Iteration 23Q (31970.310000 sec): 3 clusters
  Score: Raw -116156.637576 + Penalty 2401.608285 = -113755.029291
  nChanged 3
		SP:Iteration 24Q (31970.460000 sec): 3 clusters
  Score: Raw -116158.543449 + Penalty 2401.608285 = -113756.935164
  nChanged 2
		SP:Iteration 25Q (31970.660000 sec): 3 clusters
  Score: Raw -116159.088769 + Penalty 2401.608285 = -113757.480484
  nChanged 0
		SP:Iteration 26F (31970.830000 sec): 3 clusters
  Score: Raw -116159.088769 + Penalty 2401.608285 = -113757.480484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31970.960000 sec): 2 clusters
  Score: Raw -225453.944241 + Penalty 1284.334397 = -224169.609844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31971.150000 sec): 3 clusters
  Score: Raw -224210.368692 + Penalty 2568.668794 = -221641.699898
  nChanged 1007
		SP:Iteration 1F (31971.320000 sec): 3 clusters
  Score: Raw -224923.480081 + Penalty 2568.668794 = -222354.811287
  nChanged 273
		SP:Iteration 2F (31971.490000 sec): 3 clusters
  Score: Raw -225257.143171 + Penalty 2568.668794 = -222688.474377
  nChanged 247
		SP:Iteration 3F (31971.640000 sec): 3 clusters
  Score: Raw -225552.669889 + Penalty 2568.668794 = -222984.001095
  nChanged 187
		SP:Iteration 4F (31971.820000 sec): 3 clusters
  Score: Raw -225761.472195 + Penalty 2568.668794 = -223192.803401
  nChanged 149
		SP:Iteration 5F (31971.980000 sec): 3 clusters
  Score: Raw -225936.157719 + Penalty 2568.668794 = -223367.488925
  nChanged 101
		SP:Iteration 6Q (31972.140000 sec): 3 clusters
  Score: Raw -226046.196672 + Penalty 2568.668794 = -223477.527878
  nChanged 83
		SP:Iteration 7Q (31972.330000 sec): 3 clusters
  Score: Raw -226109.882201 + Penalty 2568.668794 = -223541.213407
  nChanged 54
		SP:Iteration 8Q (31972.500000 sec): 3 clusters
  Score: Raw -226145.626007 + Penalty 2568.668794 = -223576.957213
  nChanged 29
		SP:Iteration 9Q (31972.640000 sec): 3 clusters
  Score: Raw -226163.429411 + Penalty 2568.668794 = -223594.760617
  nChanged 21
		SP:Iteration 10Q (31972.840000 sec): 3 clusters
  Score: Raw -226175.746310 + Penalty 2568.668794 = -223607.077516
  nChanged 12
		SP:Iteration 11Q (31973.040000 sec): 3 clusters
  Score: Raw -226181.398514 + Penalty 2568.668794 = -223612.729720
  nChanged 12
		SP:Iteration 12Q (31973.200000 sec): 3 clusters
  Score: Raw -226186.240146 + Penalty 2568.668794 = -223617.571351
  nChanged 7
		SP:Iteration 13Q (31973.360000 sec): 3 clusters
  Score: Raw -226190.034033 + Penalty 2568.668794 = -223621.365239
  nChanged 7
		SP:Iteration 14Q (31973.540000 sec): 3 clusters
  Score: Raw -226193.154127 + Penalty 2568.668794 = -223624.485333
  nChanged 7
		SP:Iteration 15Q (31973.710000 sec): 3 clusters
  Score: Raw -226196.073159 + Penalty 2568.668794 = -223627.404365
  nChanged 5
		SP:Iteration 16Q (31973.880000 sec): 3 clusters
  Score: Raw -226197.824718 + Penalty 2568.668794 = -223629.155924
  nChanged 1
		SP:Iteration 17Q (31974.020000 sec): 3 clusters
  Score: Raw -226198.364391 + Penalty 2568.668794 = -223629.695596
  nChanged 2
		SP:Iteration 18Q (31974.150000 sec): 3 clusters
  Score: Raw -226198.940027 + Penalty 2568.668794 = -223630.271233
  nChanged 0
		SP:Iteration 19F (31974.310000 sec): 3 clusters
  Score: Raw -226198.940027 + Penalty 2568.668794 = -223630.271233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31974.400000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31974.540000 sec): 3 clusters
  Score: Raw -15748.852425 + Penalty 1725.187002 = -14023.665423
  nChanged 34
		SP:Iteration 1F (31974.730000 sec): 3 clusters
  Score: Raw -15881.385205 + Penalty 1725.187002 = -14156.198203
  nChanged 5
		SP:Iteration 2Q (31974.860000 sec): 3 clusters
  Score: Raw -15903.441533 + Penalty 1725.187002 = -14178.254531
  nChanged 3
		SP:Iteration 3Q (31974.980000 sec): 3 clusters
  Score: Raw -15912.379001 + Penalty 1725.187002 = -14187.191999
  nChanged 0
		SP:Iteration 4F (31975.110000 sec): 3 clusters
  Score: Raw -15912.379001 + Penalty 1725.187002 = -14187.191999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31975.180000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31975.300000 sec): 3 clusters
  Score: Raw -35123.687242 + Penalty 2013.844342 = -33109.842901
  nChanged 105
		SP:Iteration 1F (31975.440000 sec): 3 clusters
  Score: Raw -35286.441598 + Penalty 2013.844342 = -33272.597256
  nChanged 27
		SP:Iteration 2F (31975.580000 sec): 3 clusters
  Score: Raw -35333.552733 + Penalty 2013.844342 = -33319.708391
  nChanged 15
		SP:Iteration 3Q (31975.760000 sec): 3 clusters
  Score: Raw -35365.508865 + Penalty 2013.844342 = -33351.664524
  nChanged 11
		SP:Iteration 4Q (31975.890000 sec): 3 clusters
  Score: Raw -35392.822397 + Penalty 2013.844342 = -33378.978056
  nChanged 10
		SP:Iteration 5Q (31976.060000 sec): 3 clusters
  Score: Raw -35410.361445 + Penalty 2013.844342 = -33396.517103
  nChanged 3
		SP:Iteration 6Q (31976.250000 sec): 3 clusters
  Score: Raw -35420.012102 + Penalty 2013.844342 = -33406.167761
  nChanged 3
		SP:Iteration 7Q (31976.460000 sec): 3 clusters
  Score: Raw -35427.916598 + Penalty 2013.844342 = -33414.072256
  nChanged 4
		SP:Iteration 8Q (31976.630000 sec): 3 clusters
  Score: Raw -35431.854290 + Penalty 2013.844342 = -33418.009948
  nChanged 3
		SP:Iteration 9Q (31976.780000 sec): 3 clusters
  Score: Raw -35435.254023 + Penalty 2013.844342 = -33421.409682
  nChanged 3
		SP:Iteration 10Q (31976.920000 sec): 3 clusters
  Score: Raw -35444.260841 + Penalty 2013.844342 = -33430.416499
  nChanged 6
		SP:Iteration 11Q (31977.100000 sec): 3 clusters
  Score: Raw -35452.074038 + Penalty 2013.844342 = -33438.229696
  nChanged 5
		SP:Iteration 12Q (31977.240000 sec): 3 clusters
  Score: Raw -35457.989986 + Penalty 2013.844342 = -33444.145645
  nChanged 2
		SP:Iteration 13Q (31977.480000 sec): 3 clusters
  Score: Raw -35462.829767 + Penalty 2013.844342 = -33448.985425
  nChanged 3
		SP:Iteration 14Q (31977.630000 sec): 3 clusters
  Score: Raw -35467.894733 + Penalty 2013.844342 = -33454.050392
  nChanged 2
		SP:Iteration 15Q (31977.850000 sec): 3 clusters
  Score: Raw -35473.379525 + Penalty 2013.844342 = -33459.535183
  nChanged 5
		SP:Iteration 16Q (31978.020000 sec): 3 clusters
  Score: Raw -35482.466445 + Penalty 2013.844342 = -33468.622104
  nChanged 1
		SP:Iteration 17Q (31978.160000 sec): 3 clusters
  Score: Raw -35484.400912 + Penalty 2013.844342 = -33470.556571
  nChanged 0
		SP:Iteration 18F (31978.360000 sec): 3 clusters
  Score: Raw -35484.400912 + Penalty 2013.844342 = -33470.556571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31978.420000 sec): 2 clusters
  Score: Raw -119249.624548 + Penalty 1183.448692 = -118066.175856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31978.610000 sec): 3 clusters
  Score: Raw -118690.192909 + Penalty 2366.897383 = -116323.295525
  nChanged 457
		SP:Iteration 1F (31978.830000 sec): 3 clusters
  Score: Raw -119003.678170 + Penalty 2366.897383 = -116636.780787
  nChanged 96
		SP:Iteration 2F (31978.980000 sec): 3 clusters
  Score: Raw -119087.825106 + Penalty 2366.897383 = -116720.927722
  nChanged 67
		SP:Iteration 3Q (31979.180000 sec): 3 clusters
  Score: Raw -119143.957866 + Penalty 2366.897383 = -116777.060483
  nChanged 47
		SP:Iteration 4Q (31979.320000 sec): 3 clusters
  Score: Raw -119185.902973 + Penalty 2366.897383 = -116819.005590
  nChanged 45
		SP:Iteration 5Q (31979.460000 sec): 3 clusters
  Score: Raw -119224.999129 + Penalty 2366.897383 = -116858.101746
  nChanged 40
		SP:Iteration 6Q (31979.650000 sec): 3 clusters
  Score: Raw -119254.852529 + Penalty 2366.897383 = -116887.955145
  nChanged 31
		SP:Iteration 7Q (31979.780000 sec): 3 clusters
  Score: Raw -119290.181307 + Penalty 2366.897383 = -116923.283923
  nChanged 34
		SP:Iteration 8Q (31979.960000 sec): 3 clusters
  Score: Raw -119323.519969 + Penalty 2366.897383 = -116956.622586
  nChanged 25
		SP:Iteration 9Q (31980.120000 sec): 3 clusters
  Score: Raw -119344.846441 + Penalty 2366.897383 = -116977.949058
  nChanged 17
		SP:Iteration 10Q (31980.300000 sec): 3 clusters
  Score: Raw -119357.057876 + Penalty 2366.897383 = -116990.160493
  nChanged 9
		SP:Iteration 11Q (31980.430000 sec): 3 clusters
  Score: Raw -119367.445203 + Penalty 2366.897383 = -117000.547819
  nChanged 13
		SP:Iteration 12Q (31980.560000 sec): 3 clusters
  Score: Raw -119375.489986 + Penalty 2366.897383 = -117008.592603
  nChanged 6
		SP:Iteration 13Q (31980.700000 sec): 3 clusters
  Score: Raw -119379.270482 + Penalty 2366.897383 = -117012.373098
  nChanged 6
		SP:Iteration 14Q (31980.880000 sec): 3 clusters
  Score: Raw -119381.164401 + Penalty 2366.897383 = -117014.267018
  nChanged 2
		SP:Iteration 15Q (31981.010000 sec): 3 clusters
  Score: Raw -119383.282445 + Penalty 2366.897383 = -117016.385062
  nChanged 0
		SP:Iteration 16F (31981.200000 sec): 3 clusters
  Score: Raw -119383.282445 + Penalty 2366.897383 = -117016.385062
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31981.280000 sec): 2 clusters
  Score: Raw -151479.057431 + Penalty 1244.768577 = -150234.288854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31981.470000 sec): 3 clusters
  Score: Raw -150614.892407 + Penalty 2489.537154 = -148125.355253
  nChanged 740
		SP:Iteration 1F (31981.650000 sec): 3 clusters
  Score: Raw -151314.338442 + Penalty 2489.537154 = -148824.801288
  nChanged 242
		SP:Iteration 2F (31981.790000 sec): 3 clusters
  Score: Raw -151640.134736 + Penalty 2489.537154 = -149150.597582
  nChanged 181
		SP:Iteration 3F (31981.920000 sec): 3 clusters
  Score: Raw -151840.850331 + Penalty 2489.537154 = -149351.313178
  nChanged 125
		SP:Iteration 4F (31982.070000 sec): 3 clusters
  Score: Raw -151951.915192 + Penalty 2489.537154 = -149462.378038
  nChanged 61
		SP:Iteration 5Q (31982.180000 sec): 3 clusters
  Score: Raw -151995.073992 + Penalty 2489.537154 = -149505.536839
  nChanged 35
		SP:Iteration 6Q (31982.340000 sec): 3 clusters
  Score: Raw -152020.069366 + Penalty 2489.537154 = -149530.532212
  nChanged 34
		SP:Iteration 7Q (31982.510000 sec): 3 clusters
  Score: Raw -152042.892414 + Penalty 2489.537154 = -149553.355260
  nChanged 16
		SP:Iteration 8Q (31982.730000 sec): 3 clusters
  Score: Raw -152051.252611 + Penalty 2489.537154 = -149561.715457
  nChanged 9
		SP:Iteration 9Q (31982.900000 sec): 3 clusters
  Score: Raw -152056.162122 + Penalty 2489.537154 = -149566.624968
  nChanged 5
		SP:Iteration 10Q (31983.020000 sec): 3 clusters
  Score: Raw -152059.499649 + Penalty 2489.537154 = -149569.962495
  nChanged 6
		SP:Iteration 11Q (31983.180000 sec): 3 clusters
  Score: Raw -152062.553631 + Penalty 2489.537154 = -149573.016477
  nChanged 5
		SP:Iteration 12Q (31983.310000 sec): 3 clusters
  Score: Raw -152064.545113 + Penalty 2489.537154 = -149575.007959
  nChanged 4
		SP:Iteration 13Q (31983.480000 sec): 3 clusters
  Score: Raw -152065.865503 + Penalty 2489.537154 = -149576.328349
  nChanged 4
		SP:Iteration 14Q (31983.660000 sec): 3 clusters
  Score: Raw -152067.635915 + Penalty 2489.537154 = -149578.098761
  nChanged 2
		SP:Iteration 15Q (31983.860000 sec): 3 clusters
  Score: Raw -152068.737285 + Penalty 2489.537154 = -149579.200132
  nChanged 2
		SP:Iteration 16Q (31983.970000 sec): 3 clusters
  Score: Raw -152069.978365 + Penalty 2489.537154 = -149580.441212
  nChanged 2
		SP:Iteration 17Q (31984.140000 sec): 3 clusters
  Score: Raw -152071.169741 + Penalty 2489.537154 = -149581.632588
  nChanged 1
		SP:Iteration 18Q (31984.320000 sec): 3 clusters
  Score: Raw -152071.840787 + Penalty 2489.537154 = -149582.303633
  nChanged 2
		SP:Iteration 19Q (31984.440000 sec): 3 clusters
  Score: Raw -152073.512517 + Penalty 2489.537154 = -149583.975363
  nChanged 1
		SP:Iteration 20F (31984.630000 sec): 3 clusters
  Score: Raw -152073.955973 + Penalty 2489.537154 = -149584.418819
  nChanged 1
		SP:Iteration 21Q (31984.810000 sec): 3 clusters
  Score: Raw -152074.625295 + Penalty 2489.537154 = -149585.088141
  nChanged 2
		SP:Iteration 22Q (31984.990000 sec): 3 clusters
  Score: Raw -152075.766551 + Penalty 2489.537154 = -149586.229397
  nChanged 2
		SP:Iteration 23Q (31985.160000 sec): 3 clusters
  Score: Raw -152078.841512 + Penalty 2489.537154 = -149589.304359
  nChanged 2
		SP:Iteration 24Q (31985.330000 sec): 3 clusters
  Score: Raw -152079.285260 + Penalty 2489.537154 = -149589.748107
  nChanged 1
		SP:Iteration 25Q (31985.510000 sec): 3 clusters
  Score: Raw -152080.833954 + Penalty 2489.537154 = -149591.296800
  nChanged 2
		SP:Iteration 26Q (31985.680000 sec): 3 clusters
  Score: Raw -152082.358629 + Penalty 2489.537154 = -149592.821475
  nChanged 1
		SP:Iteration 27Q (31985.840000 sec): 3 clusters
  Score: Raw -152082.535446 + Penalty 2489.537154 = -149592.998293
  nChanged 1
		SP:Iteration 28Q (31986.010000 sec): 3 clusters
  Score: Raw -152082.835205 + Penalty 2489.537154 = -149593.298051
  nChanged 0
		SP:Iteration 29F (31986.190000 sec): 3 clusters
  Score: Raw -152082.835205 + Penalty 2489.537154 = -149593.298051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31986.270000 sec): 2 clusters
  Score: Raw -59363.088572 + Penalty 1076.626260 = -58286.462312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31986.430000 sec): 3 clusters
  Score: Raw -59171.214516 + Penalty 2153.252520 = -57017.961997
  nChanged 203
		SP:Iteration 1F (31986.590000 sec): 3 clusters
  Score: Raw -59377.311985 + Penalty 2153.252520 = -57224.059466
  nChanged 49
		SP:Iteration 2F (31986.770000 sec): 3 clusters
  Score: Raw -59429.297276 + Penalty 2153.252520 = -57276.044757
  nChanged 20
		SP:Iteration 3Q (31986.930000 sec): 3 clusters
  Score: Raw -59450.708842 + Penalty 2153.252520 = -57297.456322
  nChanged 12
		SP:Iteration 4Q (31987.110000 sec): 3 clusters
  Score: Raw -59462.604754 + Penalty 2153.252520 = -57309.352234
  nChanged 7
		SP:Iteration 5Q (31987.290000 sec): 3 clusters
  Score: Raw -59471.257780 + Penalty 2153.252520 = -57318.005260
  nChanged 8
		SP:Iteration 6Q (31987.490000 sec): 3 clusters
  Score: Raw -59478.682645 + Penalty 2153.252520 = -57325.430126
  nChanged 3
		SP:Iteration 7Q (31987.650000 sec): 3 clusters
  Score: Raw -59480.557626 + Penalty 2153.252520 = -57327.305106
  nChanged 1
		SP:Iteration 8Q (31987.790000 sec): 3 clusters
  Score: Raw -59481.701540 + Penalty 2153.252520 = -57328.449021
  nChanged 1
		SP:Iteration 9Q (31987.960000 sec): 3 clusters
  Score: Raw -59482.249881 + Penalty 2153.252520 = -57328.997361
  nChanged 1
		SP:Iteration 10Q (31988.130000 sec): 3 clusters
  Score: Raw -59483.321000 + Penalty 2153.252520 = -57330.068480
  nChanged 0
		SP:Iteration 11F (31988.300000 sec): 3 clusters
  Score: Raw -59483.321000 + Penalty 2153.252520 = -57330.068480
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31988.410000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31988.590000 sec): 3 clusters
  Score: Raw -33368.044207 + Penalty 1960.753022 = -31407.291185
  nChanged 87
		SP:Iteration 1F (31988.740000 sec): 3 clusters
  Score: Raw -33497.893621 + Penalty 1960.753022 = -31537.140599
  nChanged 15
		SP:Iteration 2Q (31988.970000 sec): 3 clusters
  Score: Raw -33537.452933 + Penalty 1960.753022 = -31576.699911
  nChanged 15
		SP:Iteration 3Q (31989.150000 sec): 3 clusters
  Score: Raw -33574.691780 + Penalty 1960.753022 = -31613.938758
  nChanged 10
		SP:Iteration 4Q (31989.290000 sec): 3 clusters
  Score: Raw -33596.924480 + Penalty 1960.753022 = -31636.171458
  nChanged 4
		SP:Iteration 5Q (31989.460000 sec): 3 clusters
  Score: Raw -33604.128136 + Penalty 1960.753022 = -31643.375114
  nChanged 4
		SP:Iteration 6Q (31989.640000 sec): 3 clusters
  Score: Raw -33617.886594 + Penalty 1960.753022 = -31657.133572
  nChanged 3
		SP:Iteration 7Q (31989.820000 sec): 3 clusters
  Score: Raw -33620.817238 + Penalty 1960.753022 = -31660.064216
  nChanged 1
		SP:Iteration 8Q (31989.990000 sec): 3 clusters
  Score: Raw -33621.699724 + Penalty 1960.753022 = -31660.946702
  nChanged 0
		SP:Iteration 9F (31990.130000 sec): 3 clusters
  Score: Raw -33621.699724 + Penalty 1960.753022 = -31660.946702
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (79227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31990.610000 sec): 2 clusters
  Score: Raw -6044913.347504 + Penalty 1833.011770 = -6043080.335734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31991.250000 sec): 3 clusters
  Score: Raw -5993629.442464 + Penalty 3666.023539 = -5989963.418925
  nChanged 37780
		SP:Iteration 1F (31991.910000 sec): 3 clusters
  Score: Raw -6016519.810615 + Penalty 3666.023539 = -6012853.787076
  nChanged 4279
		SP:Iteration 2F (31992.530000 sec): 3 clusters
  Score: Raw -6018515.084838 + Penalty 3666.023539 = -6014849.061299
  nChanged 4671
		SP:Iteration 3F (31993.150000 sec): 3 clusters
  Score: Raw -6020900.421067 + Penalty 3666.023539 = -6017234.397528
  nChanged 4818
		SP:Iteration 4F (31993.750000 sec): 3 clusters
  Score: Raw -6023414.971467 + Penalty 3666.023539 = -6019748.947928
  nChanged 4681
		SP:Iteration 5F (31994.310000 sec): 3 clusters
  Score: Raw -6025840.177753 + Penalty 3666.023539 = -6022174.154213
  nChanged 4321
		SP:Iteration 6F (31994.910000 sec): 3 clusters
  Score: Raw -6028070.718205 + Penalty 3666.023539 = -6024404.694666
  nChanged 3829
		SP:Iteration 7Q (31995.530000 sec): 3 clusters
  Score: Raw -6030203.538879 + Penalty 3666.023539 = -6026537.515339
  nChanged 3486
		SP:Iteration 8Q (31996.130000 sec): 3 clusters
  Score: Raw -6032263.878616 + Penalty 3666.023539 = -6028597.855077
  nChanged 3147
		SP:Iteration 9Q (31996.680000 sec): 3 clusters
  Score: Raw -6034051.470746 + Penalty 3666.023539 = -6030385.447206
  nChanged 2658
		SP:Iteration 10Q (31997.250000 sec): 3 clusters
  Score: Raw -6035413.003285 + Penalty 3666.023539 = -6031746.979745
  nChanged 2169
		SP:Iteration 11Q (31997.850000 sec): 3 clusters
  Score: Raw -6036363.254895 + Penalty 3666.023539 = -6032697.231355
  nChanged 1791
		SP:Iteration 12Q (31998.430000 sec): 3 clusters
  Score: Raw -6037081.934728 + Penalty 3666.023539 = -6033415.911189
  nChanged 1616
		SP:Iteration 13Q (31999.020000 sec): 3 clusters
  Score: Raw -6037701.086321 + Penalty 3666.023539 = -6034035.062782
  nChanged 1533
		SP:Iteration 14Q (31999.630000 sec): 3 clusters
  Score: Raw -6038294.574021 + Penalty 3666.023539 = -6034628.550482
  nChanged 1490
		SP:Iteration 15Q (32000.250000 sec): 3 clusters
  Score: Raw -6038876.899099 + Penalty 3666.023539 = -6035210.875559
  nChanged 1422
		SP:Iteration 16Q (32000.870000 sec): 3 clusters
  Score: Raw -6039435.638984 + Penalty 3666.023539 = -6035769.615445
  nChanged 1295
		SP:Iteration 17Q (32001.560000 sec): 3 clusters
  Score: Raw -6039965.781174 + Penalty 3666.023539 = -6036299.757635
  nChanged 1304
		SP:Iteration 18Q (32002.260000 sec): 3 clusters
  Score: Raw -6040584.622757 + Penalty 3666.023539 = -6036918.599218
  nChanged 1276
		SP:Iteration 19Q (32002.970000 sec): 3 clusters
  Score: Raw -6041200.555871 + Penalty 3666.023539 = -6037534.532331
  nChanged 1128
		SP:Iteration 20F (32003.740000 sec): 3 clusters
  Score: Raw -6041810.737462 + Penalty 3666.023539 = -6038144.713923
  nChanged 1097
		SP:Iteration 21Q (32004.390000 sec): 3 clusters
  Score: Raw -6042429.030732 + Penalty 3666.023539 = -6038763.007192
  nChanged 1011
		SP:Iteration 22Q (32005.000000 sec): 3 clusters
  Score: Raw -6043038.717483 + Penalty 3666.023539 = -6039372.693944
  nChanged 921
		SP:Iteration 23Q (32005.610000 sec): 3 clusters
  Score: Raw -6043616.887977 + Penalty 3666.023539 = -6039950.864438
  nChanged 817
		SP:Iteration 24Q (32006.230000 sec): 3 clusters
  Score: Raw -6044125.102835 + Penalty 3666.023539 = -6040459.079296
  nChanged 741
		SP:Iteration 25Q (32006.810000 sec): 3 clusters
  Score: Raw -6044580.180523 + Penalty 3666.023539 = -6040914.156984
  nChanged 613
		SP:Iteration 26Q (32007.400000 sec): 3 clusters
  Score: Raw -6044890.068608 + Penalty 3666.023539 = -6041224.045069
  nChanged 477
		SP:Iteration 27Q (32008.060000 sec): 3 clusters
  Score: Raw -6045091.642619 + Penalty 3666.023539 = -6041425.619079
  nChanged 375
		SP:Iteration 28Q (32008.630000 sec): 3 clusters
  Score: Raw -6045236.213226 + Penalty 3666.023539 = -6041570.189686
  nChanged 306
		SP:Iteration 29Q (32009.180000 sec): 3 clusters
  Score: Raw -6045331.260865 + Penalty 3666.023539 = -6041665.237325
  nChanged 248
		SP:Iteration 30Q (32009.800000 sec): 3 clusters
  Score: Raw -6045403.366383 + Penalty 3666.023539 = -6041737.342844
  nChanged 221
		SP:Iteration 31Q (32010.400000 sec): 3 clusters
  Score: Raw -6045459.276505 + Penalty 3666.023539 = -6041793.252965
  nChanged 182
		SP:Iteration 32Q (32011.020000 sec): 3 clusters
  Score: Raw -6045501.206468 + Penalty 3666.023539 = -6041835.182929
  nChanged 164
		SP:Iteration 33Q (32011.590000 sec): 3 clusters
  Score: Raw -6045534.425523 + Penalty 3666.023539 = -6041868.401984
  nChanged 142
		SP:Iteration 34Q (32012.120000 sec): 3 clusters
  Score: Raw -6045563.428538 + Penalty 3666.023539 = -6041897.404999
  nChanged 125
		SP:Iteration 35Q (32012.710000 sec): 3 clusters
  Score: Raw -6045587.100619 + Penalty 3666.023539 = -6041921.077080
  nChanged 93
		SP:Iteration 36Q (32013.240000 sec): 3 clusters
  Score: Raw -6045601.587707 + Penalty 3666.023539 = -6041935.564168
  nChanged 60
		SP:Iteration 37Q (32013.800000 sec): 3 clusters
  Score: Raw -6045608.570397 + Penalty 3666.023539 = -6041942.546858
  nChanged 45
		SP:Iteration 38Q (32014.390000 sec): 3 clusters
  Score: Raw -6045614.775757 + Penalty 3666.023539 = -6041948.752218
  nChanged 50
		SP:Iteration 39Q (32015.000000 sec): 3 clusters
  Score: Raw -6045621.664994 + Penalty 3666.023539 = -6041955.641454
  nChanged 40
		SP:Iteration 40F (32015.600000 sec): 3 clusters
  Score: Raw -6045626.379846 + Penalty 3666.023539 = -6041960.356306
  nChanged 41
		SP:Iteration 41Q (32016.180000 sec): 3 clusters
  Score: Raw -6045631.736204 + Penalty 3666.023539 = -6041965.712665
  nChanged 45
		SP:Iteration 42Q (32016.770000 sec): 3 clusters
  Score: Raw -6045638.226656 + Penalty 3666.023539 = -6041972.203117
  nChanged 44
		SP:Iteration 43Q (32017.330000 sec): 3 clusters
  Score: Raw -6045643.678754 + Penalty 3666.023539 = -6041977.655215
  nChanged 43
		SP:Iteration 44Q (32017.960000 sec): 3 clusters
  Score: Raw -6045648.469465 + Penalty 3666.023539 = -6041982.445926
  nChanged 43
		SP:Iteration 45Q (32018.550000 sec): 3 clusters
  Score: Raw -6045653.776056 + Penalty 3666.023539 = -6041987.752517
  nChanged 39
		SP:Iteration 46Q (32019.190000 sec): 3 clusters
  Score: Raw -6045658.273784 + Penalty 3666.023539 = -6041992.250245
  nChanged 35
		SP:Iteration 47Q (32019.860000 sec): 3 clusters
  Score: Raw -6045662.199703 + Penalty 3666.023539 = -6041996.176163
  nChanged 40
		SP:Iteration 48Q (32020.480000 sec): 3 clusters
  Score: Raw -6045667.667899 + Penalty 3666.023539 = -6042001.644360
  nChanged 37
		SP:Iteration 49Q (32021.170000 sec): 3 clusters
  Score: Raw -6045672.457114 + Penalty 3666.023539 = -6042006.433575
  nChanged 36
		SP:Iteration 50Q (32021.830000 sec): 3 clusters
  Score: Raw -6045677.177650 + Penalty 3666.023539 = -6042011.154111
  nChanged 38
		SP:Iteration 51Q (32022.470000 sec): 3 clusters
  Score: Raw -6045682.738883 + Penalty 3666.023539 = -6042016.715343
  nChanged 38
		SP:Iteration 52Q (32023.030000 sec): 3 clusters
  Score: Raw -6045688.339127 + Penalty 3666.023539 = -6042022.315588
  nChanged 36
		SP:Iteration 53Q (32023.560000 sec): 3 clusters
  Score: Raw -6045694.609695 + Penalty 3666.023539 = -6042028.586155
  nChanged 35
		SP:Iteration 54Q (32024.140000 sec): 3 clusters
  Score: Raw -6045698.988371 + Penalty 3666.023539 = -6042032.964831
  nChanged 33
		SP:Iteration 55Q (32024.820000 sec): 3 clusters
  Score: Raw -6045702.243848 + Penalty 3666.023539 = -6042036.220309
  nChanged 24
		SP:Iteration 56Q (32025.440000 sec): 3 clusters
  Score: Raw -6045704.576089 + Penalty 3666.023539 = -6042038.552550
  nChanged 20
		SP:Iteration 57Q (32026.060000 sec): 3 clusters
  Score: Raw -6045706.277389 + Penalty 3666.023539 = -6042040.253850
  nChanged 12
		SP:Iteration 58Q (32026.660000 sec): 3 clusters
  Score: Raw -6045707.586691 + Penalty 3666.023539 = -6042041.563151
  nChanged 19
		SP:Iteration 59Q (32027.340000 sec): 3 clusters
  Score: Raw -6045710.087442 + Penalty 3666.023539 = -6042044.063902
  nChanged 25
		SP:Iteration 60F (32028.080000 sec): 3 clusters
  Score: Raw -6045713.417068 + Penalty 3666.023539 = -6042047.393529
  nChanged 27
		SP:Iteration 61Q (32028.760000 sec): 3 clusters
  Score: Raw -6045717.200681 + Penalty 3666.023539 = -6042051.177142
  nChanged 32
		SP:Iteration 62Q (32029.450000 sec): 3 clusters
  Score: Raw -6045721.256647 + Penalty 3666.023539 = -6042055.233107
  nChanged 30
		SP:Iteration 63Q (32030.200000 sec): 3 clusters
  Score: Raw -6045724.334970 + Penalty 3666.023539 = -6042058.311430
  nChanged 22
		SP:Iteration 64Q (32030.860000 sec): 3 clusters
  Score: Raw -6045726.000687 + Penalty 3666.023539 = -6042059.977147
  nChanged 13
		SP:Iteration 65Q (32031.540000 sec): 3 clusters
  Score: Raw -6045727.134118 + Penalty 3666.023539 = -6042061.110578
  nChanged 11
		SP:Iteration 66Q (32032.250000 sec): 3 clusters
  Score: Raw -6045727.878428 + Penalty 3666.023539 = -6042061.854889
  nChanged 8
		SP:Iteration 67Q (32032.890000 sec): 3 clusters
  Score: Raw -6045728.704510 + Penalty 3666.023539 = -6042062.680970
  nChanged 7
		SP:Iteration 68Q (32033.450000 sec): 3 clusters
  Score: Raw -6045729.219104 + Penalty 3666.023539 = -6042063.195565
  nChanged 2
		SP:Iteration 69Q (32034.090000 sec): 3 clusters
  Score: Raw -6045729.337889 + Penalty 3666.023539 = -6042063.314349
  nChanged 3
		SP:Iteration 70Q (32034.680000 sec): 3 clusters
  Score: Raw -6045729.603122 + Penalty 3666.023539 = -6042063.579582
  nChanged 3
		SP:Iteration 71Q (32035.250000 sec): 3 clusters
  Score: Raw -6045729.883581 + Penalty 3666.023539 = -6042063.860042
  nChanged 5
		SP:Iteration 72Q (32035.770000 sec): 3 clusters
  Score: Raw -6045730.256475 + Penalty 3666.023539 = -6042064.232935
  nChanged 12
		SP:Iteration 73Q (32036.350000 sec): 3 clusters
  Score: Raw -6045731.320556 + Penalty 3666.023539 = -6042065.297017
  nChanged 14
		SP:Iteration 74Q (32037.000000 sec): 3 clusters
  Score: Raw -6045732.432135 + Penalty 3666.023539 = -6042066.408596
  nChanged 10
		SP:Iteration 75Q (32037.620000 sec): 3 clusters
  Score: Raw -6045733.198651 + Penalty 3666.023539 = -6042067.175111
  nChanged 10
		SP:Iteration 76Q (32038.190000 sec): 3 clusters
  Score: Raw -6045734.383456 + Penalty 3666.023539 = -6042068.359917
  nChanged 13
		SP:Iteration 77Q (32038.740000 sec): 3 clusters
  Score: Raw -6045735.705075 + Penalty 3666.023539 = -6042069.681536
  nChanged 12
		SP:Iteration 78Q (32039.280000 sec): 3 clusters
  Score: Raw -6045736.975173 + Penalty 3666.023539 = -6042070.951633
  nChanged 9
		SP:Iteration 79Q (32039.820000 sec): 3 clusters
  Score: Raw -6045738.354350 + Penalty 3666.023539 = -6042072.330810
  nChanged 15
		SP:Iteration 80F (32040.430000 sec): 3 clusters
  Score: Raw -6045739.968420 + Penalty 3666.023539 = -6042073.944881
  nChanged 13
		SP:Iteration 81Q (32041.020000 sec): 3 clusters
  Score: Raw -6045741.406228 + Penalty 3666.023539 = -6042075.382688
  nChanged 13
		SP:Iteration 82Q (32041.650000 sec): 3 clusters
  Score: Raw -6045742.476599 + Penalty 3666.023539 = -6042076.453060
  nChanged 11
		SP:Iteration 83Q (32042.290000 sec): 3 clusters
  Score: Raw -6045743.750896 + Penalty 3666.023539 = -6042077.727357
  nChanged 10
		SP:Iteration 84Q (32042.900000 sec): 3 clusters
  Score: Raw -6045744.566311 + Penalty 3666.023539 = -6042078.542771
  nChanged 8
		SP:Iteration 85Q (32043.500000 sec): 3 clusters
  Score: Raw -6045745.307704 + Penalty 3666.023539 = -6042079.284164
  nChanged 6
		SP:Iteration 86Q (32044.100000 sec): 3 clusters
  Score: Raw -6045745.897775 + Penalty 3666.023539 = -6042079.874235
  nChanged 7
		SP:Iteration 87Q (32044.690000 sec): 3 clusters
  Score: Raw -6045746.385081 + Penalty 3666.023539 = -6042080.361542
  nChanged 8
		SP:Iteration 88Q (32045.280000 sec): 3 clusters
  Score: Raw -6045747.280177 + Penalty 3666.023539 = -6042081.256638
  nChanged 11
		SP:Iteration 89Q (32045.860000 sec): 3 clusters
  Score: Raw -6045748.319086 + Penalty 3666.023539 = -6042082.295547
  nChanged 6
		SP:Iteration 90Q (32046.490000 sec): 3 clusters
  Score: Raw -6045749.002172 + Penalty 3666.023539 = -6042082.978633
  nChanged 10
		SP:Iteration 91Q (32047.120000 sec): 3 clusters
  Score: Raw -6045749.870627 + Penalty 3666.023539 = -6042083.847088
  nChanged 7
		SP:Iteration 92Q (32047.760000 sec): 3 clusters
  Score: Raw -6045750.416857 + Penalty 3666.023539 = -6042084.393318
  nChanged 10
		SP:Iteration 93Q (32048.420000 sec): 3 clusters
  Score: Raw -6045751.304229 + Penalty 3666.023539 = -6042085.280689
  nChanged 5
		SP:Iteration 94Q (32049.020000 sec): 3 clusters
  Score: Raw -6045752.048100 + Penalty 3666.023539 = -6042086.024561
  nChanged 6
		SP:Iteration 95Q (32049.620000 sec): 3 clusters
  Score: Raw -6045752.963661 + Penalty 3666.023539 = -6042086.940122
  nChanged 10
		SP:Iteration 96Q (32050.290000 sec): 3 clusters
  Score: Raw -6045754.192830 + Penalty 3666.023539 = -6042088.169290
  nChanged 13
		SP:Iteration 97Q (32050.950000 sec): 3 clusters
  Score: Raw -6045755.745340 + Penalty 3666.023539 = -6042089.721801
  nChanged 12
		SP:Iteration 98Q (32051.590000 sec): 3 clusters
  Score: Raw -6045756.799990 + Penalty 3666.023539 = -6042090.776451
  nChanged 6
		SP:Iteration 99Q (32052.130000 sec): 3 clusters
  Score: Raw -6045757.183031 + Penalty 3666.023539 = -6042091.159491
  nChanged 1
		SP:Iteration 100F (32052.750000 sec): 3 clusters
  Score: Raw -6045757.357385 + Penalty 3666.023539 = -6042091.333845
  nChanged 2
		SP:Iteration 101Q (32053.380000 sec): 3 clusters
  Score: Raw -6045757.665915 + Penalty 3666.023539 = -6042091.642376
  nChanged 7
		SP:Iteration 102Q (32054.040000 sec): 3 clusters
  Score: Raw -6045758.386773 + Penalty 3666.023539 = -6042092.363234
  nChanged 7
		SP:Iteration 103Q (32054.700000 sec): 3 clusters
  Score: Raw -6045759.643327 + Penalty 3666.023539 = -6042093.619788
  nChanged 9
		SP:Iteration 104Q (32055.370000 sec): 3 clusters
  Score: Raw -6045760.676033 + Penalty 3666.023539 = -6042094.652494
  nChanged 5
		SP:Iteration 105Q (32056.040000 sec): 3 clusters
  Score: Raw -6045761.270679 + Penalty 3666.023539 = -6042095.247139
  nChanged 11
		SP:Iteration 106Q (32056.730000 sec): 3 clusters
  Score: Raw -6045762.179947 + Penalty 3666.023539 = -6042096.156408
  nChanged 8
		SP:Iteration 107Q (32057.430000 sec): 3 clusters
  Score: Raw -6045762.893733 + Penalty 3666.023539 = -6042096.870193
  nChanged 11
		SP:Iteration 108Q (32058.170000 sec): 3 clusters
  Score: Raw -6045763.953002 + Penalty 3666.023539 = -6042097.929463
  nChanged 7
		SP:Iteration 109Q (32058.860000 sec): 3 clusters
  Score: Raw -6045764.865011 + Penalty 3666.023539 = -6042098.841472
  nChanged 10
		SP:Iteration 110Q (32059.500000 sec): 3 clusters
  Score: Raw -6045765.728637 + Penalty 3666.023539 = -6042099.705098
  nChanged 9
		SP:Iteration 111Q (32060.120000 sec): 3 clusters
  Score: Raw -6045766.579581 + Penalty 3666.023539 = -6042100.556042
  nChanged 14
		SP:Iteration 112Q (32060.690000 sec): 3 clusters
  Score: Raw -6045768.108576 + Penalty 3666.023539 = -6042102.085036
  nChanged 9
		SP:Iteration 113Q (32061.310000 sec): 3 clusters
  Score: Raw -6045768.982924 + Penalty 3666.023539 = -6042102.959385
  nChanged 8
		SP:Iteration 114Q (32061.880000 sec): 3 clusters
  Score: Raw -6045769.619109 + Penalty 3666.023539 = -6042103.595570
  nChanged 5
		SP:Iteration 115Q (32062.440000 sec): 3 clusters
  Score: Raw -6045770.140269 + Penalty 3666.023539 = -6042104.116730
  nChanged 10
		SP:Iteration 116Q (32063.010000 sec): 3 clusters
  Score: Raw -6045771.131943 + Penalty 3666.023539 = -6042105.108403
  nChanged 6
		SP:Iteration 117Q (32063.580000 sec): 3 clusters
  Score: Raw -6045771.776426 + Penalty 3666.023539 = -6042105.752886
  nChanged 11
		SP:Iteration 118Q (32064.050000 sec): 3 clusters
  Score: Raw -6045772.874841 + Penalty 3666.023539 = -6042106.851302
  nChanged 10
		SP:Iteration 119Q (32064.580000 sec): 3 clusters
  Score: Raw -6045773.844336 + Penalty 3666.023539 = -6042107.820797
  nChanged 6
		SP:Iteration 120F (32065.160000 sec): 3 clusters
  Score: Raw -6045774.165383 + Penalty 3666.023539 = -6042108.141844
  nChanged 5
		SP:Iteration 121Q (32065.720000 sec): 3 clusters
  Score: Raw -6045774.500067 + Penalty 3666.023539 = -6042108.476527
  nChanged 5
		SP:Iteration 122Q (32066.320000 sec): 3 clusters
  Score: Raw -6045775.094827 + Penalty 3666.023539 = -6042109.071287
  nChanged 4
		SP:Iteration 123Q (32066.890000 sec): 3 clusters
  Score: Raw -6045775.472643 + Penalty 3666.023539 = -6042109.449104
  nChanged 3
		SP:Iteration 124Q (32067.490000 sec): 3 clusters
  Score: Raw -6045775.653184 + Penalty 3666.023539 = -6042109.629645
  nChanged 1
		SP:Iteration 125Q (32068.090000 sec): 3 clusters
  Score: Raw -6045775.724623 + Penalty 3666.023539 = -6042109.701084
  nChanged 0
		SP:Iteration 126F (32068.760000 sec): 3 clusters
  Score: Raw -6045775.724623 + Penalty 3666.023539 = -6042109.701084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32068.910000 sec): 2 clusters
  Score: Raw -290461.503077 + Penalty 1342.917187 = -289118.585890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32069.080000 sec): 3 clusters
  Score: Raw -288456.743301 + Penalty 2685.834373 = -285770.908928
  nChanged 1565
		SP:Iteration 1F (32069.310000 sec): 3 clusters
  Score: Raw -289437.707291 + Penalty 2685.834373 = -286751.872918
  nChanged 362
		SP:Iteration 2F (32069.460000 sec): 3 clusters
  Score: Raw -289722.026785 + Penalty 2685.834373 = -287036.192412
  nChanged 259
		SP:Iteration 3F (32069.670000 sec): 3 clusters
  Score: Raw -289889.364507 + Penalty 2685.834373 = -287203.530134
  nChanged 192
		SP:Iteration 4Q (32069.850000 sec): 3 clusters
  Score: Raw -290004.537573 + Penalty 2685.834373 = -287318.703200
  nChanged 144
		SP:Iteration 5Q (32069.980000 sec): 3 clusters
  Score: Raw -290094.359329 + Penalty 2685.834373 = -287408.524956
  nChanged 118
		SP:Iteration 6Q (32070.240000 sec): 3 clusters
  Score: Raw -290158.457913 + Penalty 2685.834373 = -287472.623539
  nChanged 106
		SP:Iteration 7Q (32070.440000 sec): 3 clusters
  Score: Raw -290217.225826 + Penalty 2685.834373 = -287531.391453
  nChanged 98
		SP:Iteration 8Q (32070.570000 sec): 3 clusters
  Score: Raw -290266.154231 + Penalty 2685.834373 = -287580.319858
  nChanged 92
		SP:Iteration 9Q (32070.830000 sec): 3 clusters
  Score: Raw -290310.102975 + Penalty 2685.834373 = -287624.268602
  nChanged 80
		SP:Iteration 10Q (32070.970000 sec): 3 clusters
  Score: Raw -290345.802255 + Penalty 2685.834373 = -287659.967882
  nChanged 67
		SP:Iteration 11Q (32071.210000 sec): 3 clusters
  Score: Raw -290382.072891 + Penalty 2685.834373 = -287696.238518
  nChanged 65
		SP:Iteration 12Q (32071.360000 sec): 3 clusters
  Score: Raw -290413.726523 + Penalty 2685.834373 = -287727.892150
  nChanged 55
		SP:Iteration 13Q (32071.500000 sec): 3 clusters
  Score: Raw -290441.745590 + Penalty 2685.834373 = -287755.911217
  nChanged 56
		SP:Iteration 14Q (32071.640000 sec): 3 clusters
  Score: Raw -290465.782867 + Penalty 2685.834373 = -287779.948494
  nChanged 45
		SP:Iteration 15Q (32071.780000 sec): 3 clusters
  Score: Raw -290484.948681 + Penalty 2685.834373 = -287799.114307
  nChanged 37
		SP:Iteration 16Q (32071.920000 sec): 3 clusters
  Score: Raw -290499.190536 + Penalty 2685.834373 = -287813.356163
  nChanged 39
		SP:Iteration 17Q (32072.070000 sec): 3 clusters
  Score: Raw -290515.713642 + Penalty 2685.834373 = -287829.879269
  nChanged 30
		SP:Iteration 18Q (32072.220000 sec): 3 clusters
  Score: Raw -290525.452481 + Penalty 2685.834373 = -287839.618107
  nChanged 28
		SP:Iteration 19Q (32072.470000 sec): 3 clusters
  Score: Raw -290533.393380 + Penalty 2685.834373 = -287847.559007
  nChanged 22
		SP:Iteration 20F (32072.690000 sec): 3 clusters
  Score: Raw -290540.063165 + Penalty 2685.834373 = -287854.228792
  nChanged 20
		SP:Iteration 21Q (32072.860000 sec): 3 clusters
  Score: Raw -290545.972636 + Penalty 2685.834373 = -287860.138262
  nChanged 17
		SP:Iteration 22Q (32073.030000 sec): 3 clusters
  Score: Raw -290551.926638 + Penalty 2685.834373 = -287866.092264
  nChanged 12
		SP:Iteration 23Q (32073.190000 sec): 3 clusters
  Score: Raw -290555.606044 + Penalty 2685.834373 = -287869.771671
  nChanged 9
		SP:Iteration 24Q (32073.370000 sec): 3 clusters
  Score: Raw -290559.993939 + Penalty 2685.834373 = -287874.159566
  nChanged 14
		SP:Iteration 25Q (32073.550000 sec): 3 clusters
  Score: Raw -290564.207301 + Penalty 2685.834373 = -287878.372928
  nChanged 13
		SP:Iteration 26Q (32073.690000 sec): 3 clusters
  Score: Raw -290567.484205 + Penalty 2685.834373 = -287881.649832
  nChanged 11
		SP:Iteration 27Q (32073.890000 sec): 3 clusters
  Score: Raw -290569.667922 + Penalty 2685.834373 = -287883.833549
  nChanged 9
		SP:Iteration 28Q (32074.080000 sec): 3 clusters
  Score: Raw -290571.712935 + Penalty 2685.834373 = -287885.878562
  nChanged 5
		SP:Iteration 29Q (32074.290000 sec): 3 clusters
  Score: Raw -290572.379313 + Penalty 2685.834373 = -287886.544940
  nChanged 3
		SP:Iteration 30Q (32074.510000 sec): 3 clusters
  Score: Raw -290573.104465 + Penalty 2685.834373 = -287887.270091
  nChanged 3
		SP:Iteration 31Q (32074.680000 sec): 3 clusters
  Score: Raw -290574.157031 + Penalty 2685.834373 = -287888.322658
  nChanged 3
		SP:Iteration 32Q (32074.860000 sec): 3 clusters
  Score: Raw -290574.615382 + Penalty 2685.834373 = -287888.781009
  nChanged 3
		SP:Iteration 33Q (32075.090000 sec): 3 clusters
  Score: Raw -290575.494411 + Penalty 2685.834373 = -287889.660038
  nChanged 4
		SP:Iteration 34Q (32075.290000 sec): 3 clusters
  Score: Raw -290576.251466 + Penalty 2685.834373 = -287890.417092
  nChanged 5
		SP:Iteration 35Q (32075.450000 sec): 3 clusters
  Score: Raw -290577.730533 + Penalty 2685.834373 = -287891.896160
  nChanged 4
		SP:Iteration 36Q (32075.630000 sec): 3 clusters
  Score: Raw -290578.085683 + Penalty 2685.834373 = -287892.251310
  nChanged 0
		SP:Iteration 37F (32075.770000 sec): 3 clusters
  Score: Raw -290578.085683 + Penalty 2685.834373 = -287892.251310
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32075.860000 sec): 2 clusters
  Score: Raw -141189.155723 + Penalty 1212.609928 = -139976.545795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32076.060000 sec): 3 clusters
  Score: Raw -140493.103079 + Penalty 2425.219855 = -138067.883223
  nChanged 636
		SP:Iteration 1F (32076.250000 sec): 3 clusters
  Score: Raw -140941.034871 + Penalty 2425.219855 = -138515.815016
  nChanged 142
		SP:Iteration 2F (32076.350000 sec): 3 clusters
  Score: Raw -141048.541162 + Penalty 2425.219855 = -138623.321307
  nChanged 74
		SP:Iteration 3Q (32076.490000 sec): 3 clusters
  Score: Raw -141117.212848 + Penalty 2425.219855 = -138691.992993
  nChanged 68
		SP:Iteration 4Q (32076.670000 sec): 3 clusters
  Score: Raw -141181.043599 + Penalty 2425.219855 = -138755.823743
  nChanged 79
		SP:Iteration 5Q (32076.840000 sec): 3 clusters
  Score: Raw -141251.054601 + Penalty 2425.219855 = -138825.834746
  nChanged 67
		SP:Iteration 6Q (32077.040000 sec): 3 clusters
  Score: Raw -141305.759869 + Penalty 2425.219855 = -138880.540013
  nChanged 62
		SP:Iteration 7Q (32077.220000 sec): 3 clusters
  Score: Raw -141347.837690 + Penalty 2425.219855 = -138922.617834
  nChanged 53
		SP:Iteration 8Q (32077.370000 sec): 3 clusters
  Score: Raw -141389.748337 + Penalty 2425.219855 = -138964.528481
  nChanged 50
		SP:Iteration 9Q (32077.560000 sec): 3 clusters
  Score: Raw -141427.030986 + Penalty 2425.219855 = -139001.811131
  nChanged 47
		SP:Iteration 10Q (32077.730000 sec): 3 clusters
  Score: Raw -141462.831374 + Penalty 2425.219855 = -139037.611518
  nChanged 36
		SP:Iteration 11Q (32077.930000 sec): 3 clusters
  Score: Raw -141491.780282 + Penalty 2425.219855 = -139066.560427
  nChanged 24
		SP:Iteration 12Q (32078.060000 sec): 3 clusters
  Score: Raw -141519.586196 + Penalty 2425.219855 = -139094.366340
  nChanged 33
		SP:Iteration 13Q (32078.200000 sec): 3 clusters
  Score: Raw -141547.343431 + Penalty 2425.219855 = -139122.123575
  nChanged 30
		SP:Iteration 14Q (32078.370000 sec): 3 clusters
  Score: Raw -141573.048238 + Penalty 2425.219855 = -139147.828382
  nChanged 26
		SP:Iteration 15Q (32078.550000 sec): 3 clusters
  Score: Raw -141598.490779 + Penalty 2425.219855 = -139173.270923
  nChanged 18
		SP:Iteration 16Q (32078.750000 sec): 3 clusters
  Score: Raw -141614.961472 + Penalty 2425.219855 = -139189.741617
  nChanged 15
		SP:Iteration 17Q (32078.890000 sec): 3 clusters
  Score: Raw -141623.427416 + Penalty 2425.219855 = -139198.207561
  nChanged 11
		SP:Iteration 18Q (32079.080000 sec): 3 clusters
  Score: Raw -141631.937891 + Penalty 2425.219855 = -139206.718035
  nChanged 9
		SP:Iteration 19Q (32079.220000 sec): 3 clusters
  Score: Raw -141639.000351 + Penalty 2425.219855 = -139213.780496
  nChanged 7
		SP:Iteration 20F (32079.350000 sec): 3 clusters
  Score: Raw -141644.401551 + Penalty 2425.219855 = -139219.181695
  nChanged 7
		SP:Iteration 21Q (32079.490000 sec): 3 clusters
  Score: Raw -141648.421157 + Penalty 2425.219855 = -139223.201302
  nChanged 9
		SP:Iteration 22Q (32079.640000 sec): 3 clusters
  Score: Raw -141655.918070 + Penalty 2425.219855 = -139230.698214
  nChanged 8
		SP:Iteration 23Q (32079.830000 sec): 3 clusters
  Score: Raw -141663.660750 + Penalty 2425.219855 = -139238.440895
  nChanged 5
		SP:Iteration 24Q (32079.950000 sec): 3 clusters
  Score: Raw -141668.940724 + Penalty 2425.219855 = -139243.720869
  nChanged 13
		SP:Iteration 25Q (32080.110000 sec): 3 clusters
  Score: Raw -141678.180682 + Penalty 2425.219855 = -139252.960827
  nChanged 10
		SP:Iteration 26Q (32080.300000 sec): 3 clusters
  Score: Raw -141685.911212 + Penalty 2425.219855 = -139260.691357
  nChanged 11
		SP:Iteration 27Q (32080.500000 sec): 3 clusters
  Score: Raw -141691.778253 + Penalty 2425.219855 = -139266.558398
  nChanged 7
		SP:Iteration 28Q (32080.700000 sec): 3 clusters
  Score: Raw -141694.498645 + Penalty 2425.219855 = -139269.278789
  nChanged 3
		SP:Iteration 29Q (32080.870000 sec): 3 clusters
  Score: Raw -141695.646841 + Penalty 2425.219855 = -139270.426986
  nChanged 0
		SP:Iteration 30F (32081.020000 sec): 3 clusters
  Score: Raw -141695.646841 + Penalty 2425.219855 = -139270.426986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (3649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32081.140000 sec): 2 clusters
  Score: Raw -297851.640655 + Penalty 1332.858871 = -296518.781784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32081.340000 sec): 3 clusters
  Score: Raw -296031.507763 + Penalty 2665.717742 = -293365.790021
  nChanged 1443
		SP:Iteration 1F (32081.500000 sec): 3 clusters
  Score: Raw -297016.027300 + Penalty 2665.717742 = -294350.309558
  nChanged 365
		SP:Iteration 2F (32081.670000 sec): 3 clusters
  Score: Raw -297392.786253 + Penalty 2665.717742 = -294727.068511
  nChanged 310
		SP:Iteration 3F (32081.830000 sec): 3 clusters
  Score: Raw -297734.447256 + Penalty 2665.717742 = -295068.729514
  nChanged 255
		SP:Iteration 4F (32082.010000 sec): 3 clusters
  Score: Raw -297960.738516 + Penalty 2665.717742 = -295295.020774
  nChanged 178
		SP:Iteration 5Q (32082.170000 sec): 3 clusters
  Score: Raw -298100.742967 + Penalty 2665.717742 = -295435.025225
  nChanged 121
		SP:Iteration 6Q (32082.370000 sec): 3 clusters
  Score: Raw -298198.659767 + Penalty 2665.717742 = -295532.942026
  nChanged 104
		SP:Iteration 7Q (32082.550000 sec): 3 clusters
  Score: Raw -298281.109818 + Penalty 2665.717742 = -295615.392076
  nChanged 87
		SP:Iteration 8Q (32082.740000 sec): 3 clusters
  Score: Raw -298327.600421 + Penalty 2665.717742 = -295661.882679
  nChanged 50
		SP:Iteration 9Q (32082.950000 sec): 3 clusters
  Score: Raw -298352.998741 + Penalty 2665.717742 = -295687.280999
  nChanged 39
		SP:Iteration 10Q (32083.140000 sec): 3 clusters
  Score: Raw -298372.188483 + Penalty 2665.717742 = -295706.470741
  nChanged 34
		SP:Iteration 11Q (32083.300000 sec): 3 clusters
  Score: Raw -298386.967096 + Penalty 2665.717742 = -295721.249354
  nChanged 28
		SP:Iteration 12Q (32083.470000 sec): 3 clusters
  Score: Raw -298396.356352 + Penalty 2665.717742 = -295730.638610
  nChanged 20
		SP:Iteration 13Q (32083.670000 sec): 3 clusters
  Score: Raw -298404.807243 + Penalty 2665.717742 = -295739.089501
  nChanged 15
		SP:Iteration 14Q (32083.800000 sec): 3 clusters
  Score: Raw -298417.279752 + Penalty 2665.717742 = -295751.562011
  nChanged 23
		SP:Iteration 15Q (32083.950000 sec): 3 clusters
  Score: Raw -298427.560703 + Penalty 2665.717742 = -295761.842961
  nChanged 14
		SP:Iteration 16Q (32084.120000 sec): 3 clusters
  Score: Raw -298436.210281 + Penalty 2665.717742 = -295770.492539
  nChanged 13
		SP:Iteration 17Q (32084.290000 sec): 3 clusters
  Score: Raw -298440.140118 + Penalty 2665.717742 = -295774.422376
  nChanged 10
		SP:Iteration 18Q (32084.480000 sec): 3 clusters
  Score: Raw -298443.829701 + Penalty 2665.717742 = -295778.111959
  nChanged 11
		SP:Iteration 19Q (32084.630000 sec): 3 clusters
  Score: Raw -298447.615327 + Penalty 2665.717742 = -295781.897586
  nChanged 10
		SP:Iteration 20F (32084.790000 sec): 3 clusters
  Score: Raw -298451.589808 + Penalty 2665.717742 = -295785.872066
  nChanged 7
		SP:Iteration 21Q (32084.950000 sec): 3 clusters
  Score: Raw -298453.612140 + Penalty 2665.717742 = -295787.894398
  nChanged 4
		SP:Iteration 22Q (32085.110000 sec): 3 clusters
  Score: Raw -298454.424535 + Penalty 2665.717742 = -295788.706793
  nChanged 0
		SP:Iteration 23F (32085.270000 sec): 3 clusters
  Score: Raw -298454.424535 + Penalty 2665.717742 = -295788.706793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32085.340000 sec): 2 clusters
  Score: Raw -161075.526984 + Penalty 1262.592662 = -159812.934322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32085.500000 sec): 3 clusters
  Score: Raw -160040.738988 + Penalty 2525.185324 = -157515.553664
  nChanged 876
		SP:Iteration 1F (32085.650000 sec): 3 clusters
  Score: Raw -160676.532018 + Penalty 2525.185324 = -158151.346695
  nChanged 236
		SP:Iteration 2F (32085.810000 sec): 3 clusters
  Score: Raw -160899.524831 + Penalty 2525.185324 = -158374.339507
  nChanged 149
		SP:Iteration 3F (32085.970000 sec): 3 clusters
  Score: Raw -161033.855976 + Penalty 2525.185324 = -158508.670653
  nChanged 117
		SP:Iteration 4Q (32086.120000 sec): 3 clusters
  Score: Raw -161121.595749 + Penalty 2525.185324 = -158596.410426
  nChanged 77
		SP:Iteration 5Q (32086.280000 sec): 3 clusters
  Score: Raw -161185.791215 + Penalty 2525.185324 = -158660.605891
  nChanged 60
		SP:Iteration 6Q (32086.440000 sec): 3 clusters
  Score: Raw -161230.530126 + Penalty 2525.185324 = -158705.344802
  nChanged 48
		SP:Iteration 7Q (32086.600000 sec): 3 clusters
  Score: Raw -161262.650492 + Penalty 2525.185324 = -158737.465168
  nChanged 32
		SP:Iteration 8Q (32086.760000 sec): 3 clusters
  Score: Raw -161282.025311 + Penalty 2525.185324 = -158756.839987
  nChanged 40
		SP:Iteration 9Q (32086.910000 sec): 3 clusters
  Score: Raw -161308.528903 + Penalty 2525.185324 = -158783.343579
  nChanged 37
		SP:Iteration 10Q (32087.070000 sec): 3 clusters
  Score: Raw -161336.614248 + Penalty 2525.185324 = -158811.428924
  nChanged 39
		SP:Iteration 11Q (32087.230000 sec): 3 clusters
  Score: Raw -161371.159728 + Penalty 2525.185324 = -158845.974404
  nChanged 36
		SP:Iteration 12Q (32087.380000 sec): 3 clusters
  Score: Raw -161396.057723 + Penalty 2525.185324 = -158870.872399
  nChanged 33
		SP:Iteration 13Q (32087.540000 sec): 3 clusters
  Score: Raw -161411.917762 + Penalty 2525.185324 = -158886.732438
  nChanged 15
		SP:Iteration 14Q (32087.740000 sec): 3 clusters
  Score: Raw -161423.301978 + Penalty 2525.185324 = -158898.116654
  nChanged 14
		SP:Iteration 15Q (32087.870000 sec): 3 clusters
  Score: Raw -161432.086792 + Penalty 2525.185324 = -158906.901468
  nChanged 21
		SP:Iteration 16Q (32088.020000 sec): 3 clusters
  Score: Raw -161444.716759 + Penalty 2525.185324 = -158919.531436
  nChanged 21
		SP:Iteration 17Q (32088.160000 sec): 3 clusters
  Score: Raw -161455.007600 + Penalty 2525.185324 = -158929.822276
  nChanged 18
		SP:Iteration 18Q (32088.320000 sec): 3 clusters
  Score: Raw -161470.144447 + Penalty 2525.185324 = -158944.959124
  nChanged 31
		SP:Iteration 19Q (32088.480000 sec): 3 clusters
  Score: Raw -161495.745170 + Penalty 2525.185324 = -158970.559846
  nChanged 30
		SP:Iteration 20F (32088.640000 sec): 3 clusters
  Score: Raw -161516.194551 + Penalty 2525.185324 = -158991.009227
  nChanged 26
		SP:Iteration 21Q (32088.800000 sec): 3 clusters
  Score: Raw -161533.371552 + Penalty 2525.185324 = -159008.186229
  nChanged 19
		SP:Iteration 22Q (32088.950000 sec): 3 clusters
  Score: Raw -161546.589698 + Penalty 2525.185324 = -159021.404374
  nChanged 15
		SP:Iteration 23Q (32089.110000 sec): 3 clusters
  Score: Raw -161554.832961 + Penalty 2525.185324 = -159029.647637
  nChanged 9
		SP:Iteration 24Q (32089.270000 sec): 3 clusters
  Score: Raw -161559.430689 + Penalty 2525.185324 = -159034.245365
  nChanged 5
		SP:Iteration 25Q (32089.420000 sec): 3 clusters
  Score: Raw -161562.182690 + Penalty 2525.185324 = -159036.997366
  nChanged 5
		SP:Iteration 26Q (32089.580000 sec): 3 clusters
  Score: Raw -161565.413623 + Penalty 2525.185324 = -159040.228299
  nChanged 6
		SP:Iteration 27Q (32089.740000 sec): 3 clusters
  Score: Raw -161567.871398 + Penalty 2525.185324 = -159042.686074
  nChanged 2
		SP:Iteration 28Q (32089.900000 sec): 3 clusters
  Score: Raw -161568.730839 + Penalty 2525.185324 = -159043.545516
  nChanged 3
		SP:Iteration 29Q (32090.060000 sec): 3 clusters
  Score: Raw -161569.573178 + Penalty 2525.185324 = -159044.387855
  nChanged 3
		SP:Iteration 30Q (32090.210000 sec): 3 clusters
  Score: Raw -161571.536876 + Penalty 2525.185324 = -159046.351552
  nChanged 3
		SP:Iteration 31Q (32090.370000 sec): 3 clusters
  Score: Raw -161572.996402 + Penalty 2525.185324 = -159047.811078
  nChanged 1
		SP:Iteration 32Q (32090.530000 sec): 3 clusters
  Score: Raw -161573.167159 + Penalty 2525.185324 = -159047.981835
  nChanged 1
		SP:Iteration 33Q (32090.680000 sec): 3 clusters
  Score: Raw -161573.452207 + Penalty 2525.185324 = -159048.266884
  nChanged 2
		SP:Iteration 34Q (32090.840000 sec): 3 clusters
  Score: Raw -161573.694030 + Penalty 2525.185324 = -159048.508706
  nChanged 1
		SP:Iteration 35Q (32091.000000 sec): 3 clusters
  Score: Raw -161574.400086 + Penalty 2525.185324 = -159049.214763
  nChanged 2
		SP:Iteration 36Q (32091.160000 sec): 3 clusters
  Score: Raw -161575.070012 + Penalty 2525.185324 = -159049.884689
  nChanged 2
		SP:Iteration 37Q (32091.320000 sec): 3 clusters
  Score: Raw -161576.376936 + Penalty 2525.185324 = -159051.191612
  nChanged 2
		SP:Iteration 38Q (32091.470000 sec): 3 clusters
  Score: Raw -161577.394004 + Penalty 2525.185324 = -159052.208681
  nChanged 2
		SP:Iteration 39Q (32091.630000 sec): 3 clusters
  Score: Raw -161578.573496 + Penalty 2525.185324 = -159053.388172
  nChanged 1
		SP:Iteration 40F (32091.790000 sec): 3 clusters
  Score: Raw -161578.901987 + Penalty 2525.185324 = -159053.716663
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32091.860000 sec): 2 clusters
  Score: Raw -104158.425696 + Penalty 1172.953736 = -102985.471959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32092.020000 sec): 3 clusters
  Score: Raw -103661.564462 + Penalty 2345.907472 = -101315.656990
  nChanged 450
		SP:Iteration 1F (32092.180000 sec): 3 clusters
  Score: Raw -104025.264581 + Penalty 2345.907472 = -101679.357108
  nChanged 112
		SP:Iteration 2F (32092.340000 sec): 3 clusters
  Score: Raw -104150.484465 + Penalty 2345.907472 = -101804.576992
  nChanged 69
		SP:Iteration 3F (32092.500000 sec): 3 clusters
  Score: Raw -104210.607786 + Penalty 2345.907472 = -101864.700314
  nChanged 44
		SP:Iteration 4Q (32092.650000 sec): 3 clusters
  Score: Raw -104252.124114 + Penalty 2345.907472 = -101906.216641
  nChanged 37
		SP:Iteration 5Q (32092.820000 sec): 3 clusters
  Score: Raw -104287.357158 + Penalty 2345.907472 = -101941.449685
  nChanged 29
		SP:Iteration 6Q (32092.970000 sec): 3 clusters
  Score: Raw -104319.489510 + Penalty 2345.907472 = -101973.582038
  nChanged 27
		SP:Iteration 7Q (32093.120000 sec): 3 clusters
  Score: Raw -104347.721831 + Penalty 2345.907472 = -102001.814358
  nChanged 24
		SP:Iteration 8Q (32093.280000 sec): 3 clusters
  Score: Raw -104370.648361 + Penalty 2345.907472 = -102024.740889
  nChanged 20
		SP:Iteration 9Q (32093.440000 sec): 3 clusters
  Score: Raw -104389.741143 + Penalty 2345.907472 = -102043.833671
  nChanged 19
		SP:Iteration 10Q (32093.600000 sec): 3 clusters
  Score: Raw -104402.517912 + Penalty 2345.907472 = -102056.610440
  nChanged 10
		SP:Iteration 11Q (32093.760000 sec): 3 clusters
  Score: Raw -104413.049860 + Penalty 2345.907472 = -102067.142387
  nChanged 12
		SP:Iteration 12Q (32093.910000 sec): 3 clusters
  Score: Raw -104424.044519 + Penalty 2345.907472 = -102078.137046
  nChanged 9
		SP:Iteration 13Q (32094.070000 sec): 3 clusters
  Score: Raw -104430.100306 + Penalty 2345.907472 = -102084.192833
  nChanged 6
		SP:Iteration 14Q (32094.230000 sec): 3 clusters
  Score: Raw -104433.223921 + Penalty 2345.907472 = -102087.316448
  nChanged 5
		SP:Iteration 15Q (32094.380000 sec): 3 clusters
  Score: Raw -104436.403544 + Penalty 2345.907472 = -102090.496071
  nChanged 10
		SP:Iteration 16Q (32094.540000 sec): 3 clusters
  Score: Raw -104441.058928 + Penalty 2345.907472 = -102095.151456
  nChanged 4
		SP:Iteration 17Q (32094.710000 sec): 3 clusters
  Score: Raw -104444.283002 + Penalty 2345.907472 = -102098.375530
  nChanged 3
		SP:Iteration 18Q (32094.860000 sec): 3 clusters
  Score: Raw -104446.076533 + Penalty 2345.907472 = -102100.169060
  nChanged 2
		SP:Iteration 19Q (32095.020000 sec): 3 clusters
  Score: Raw -104447.068924 + Penalty 2345.907472 = -102101.161451
  nChanged 1
		SP:Iteration 20F (32095.230000 sec): 3 clusters
  Score: Raw -104447.241463 + Penalty 2345.907472 = -102101.333990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32095.370000 sec): 2 clusters
  Score: Raw -95343.073418 + Penalty 1171.277229 = -94171.796189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32095.560000 sec): 3 clusters
  Score: Raw -94843.115119 + Penalty 2342.554458 = -92500.560661
  nChanged 452
		SP:Iteration 1F (32095.700000 sec): 3 clusters
  Score: Raw -95206.213397 + Penalty 2342.554458 = -92863.658939
  nChanged 109
		SP:Iteration 2F (32095.880000 sec): 3 clusters
  Score: Raw -95302.989820 + Penalty 2342.554458 = -92960.435362
  nChanged 54
		SP:Iteration 3Q (32095.990000 sec): 3 clusters
  Score: Raw -95356.839193 + Penalty 2342.554458 = -93014.284735
  nChanged 58
		SP:Iteration 4Q (32096.120000 sec): 3 clusters
  Score: Raw -95425.387773 + Penalty 2342.554458 = -93082.833315
  nChanged 51
		SP:Iteration 5Q (32096.320000 sec): 3 clusters
  Score: Raw -95488.440613 + Penalty 2342.554458 = -93145.886155
  nChanged 48
		SP:Iteration 6Q (32096.500000 sec): 3 clusters
  Score: Raw -95544.727508 + Penalty 2342.554458 = -93202.173050
  nChanged 36
		SP:Iteration 7Q (32096.640000 sec): 3 clusters
  Score: Raw -95585.107673 + Penalty 2342.554458 = -93242.553215
  nChanged 33
		SP:Iteration 8Q (32096.730000 sec): 3 clusters
  Score: Raw -95613.305328 + Penalty 2342.554458 = -93270.750870
  nChanged 29
		SP:Iteration 9Q (32096.860000 sec): 3 clusters
  Score: Raw -95644.474388 + Penalty 2342.554458 = -93301.919930
  nChanged 29
		SP:Iteration 10Q (32097.050000 sec): 3 clusters
  Score: Raw -95673.771678 + Penalty 2342.554458 = -93331.217220
  nChanged 24
		SP:Iteration 11Q (32097.230000 sec): 3 clusters
  Score: Raw -95694.382997 + Penalty 2342.554458 = -93351.828539
  nChanged 15
		SP:Iteration 12Q (32097.360000 sec): 3 clusters
  Score: Raw -95707.075903 + Penalty 2342.554458 = -93364.521445
  nChanged 10
		SP:Iteration 13Q (32097.510000 sec): 3 clusters
  Score: Raw -95712.968097 + Penalty 2342.554458 = -93370.413639
  nChanged 6
		SP:Iteration 14Q (32097.690000 sec): 3 clusters
  Score: Raw -95718.603493 + Penalty 2342.554458 = -93376.049035
  nChanged 7
		SP:Iteration 15Q (32097.850000 sec): 3 clusters
  Score: Raw -95722.577670 + Penalty 2342.554458 = -93380.023212
  nChanged 5
		SP:Iteration 16Q (32097.970000 sec): 3 clusters
  Score: Raw -95726.569043 + Penalty 2342.554458 = -93384.014585
  nChanged 3
		SP:Iteration 17Q (32098.150000 sec): 3 clusters
  Score: Raw -95731.511452 + Penalty 2342.554458 = -93388.956993
  nChanged 5
		SP:Iteration 18Q (32098.320000 sec): 3 clusters
  Score: Raw -95735.542097 + Penalty 2342.554458 = -93392.987639
  nChanged 4
		SP:Iteration 19Q (32098.490000 sec): 3 clusters
  Score: Raw -95740.303291 + Penalty 2342.554458 = -93397.748833
  nChanged 4
		SP:Iteration 20F (32098.630000 sec): 3 clusters
  Score: Raw -95744.182823 + Penalty 2342.554458 = -93401.628365
  nChanged 6
		SP:Iteration 21Q (32098.800000 sec): 3 clusters
  Score: Raw -95749.641435 + Penalty 2342.554458 = -93407.086976
  nChanged 4
		SP:Iteration 22Q (32098.970000 sec): 3 clusters
  Score: Raw -95754.550025 + Penalty 2342.554458 = -93411.995567
  nChanged 5
		SP:Iteration 23Q (32099.140000 sec): 3 clusters
  Score: Raw -95760.099740 + Penalty 2342.554458 = -93417.545281
  nChanged 2
		SP:Iteration 24Q (32099.310000 sec): 3 clusters
  Score: Raw -95761.725778 + Penalty 2342.554458 = -93419.171320
  nChanged 4
		SP:Iteration 25Q (32099.490000 sec): 3 clusters
  Score: Raw -95766.880707 + Penalty 2342.554458 = -93424.326249
  nChanged 8
		SP:Iteration 26Q (32099.680000 sec): 3 clusters
  Score: Raw -95771.730927 + Penalty 2342.554458 = -93429.176469
  nChanged 4
		SP:Iteration 27Q (32099.850000 sec): 3 clusters
  Score: Raw -95775.235416 + Penalty 2342.554458 = -93432.680958
  nChanged 4
		SP:Iteration 28Q (32099.980000 sec): 3 clusters
  Score: Raw -95778.006706 + Penalty 2342.554458 = -93435.452248
  nChanged 3
		SP:Iteration 29Q (32100.150000 sec): 3 clusters
  Score: Raw -95779.798101 + Penalty 2342.554458 = -93437.243643
  nChanged 4
		SP:Iteration 30Q (32100.330000 sec): 3 clusters
  Score: Raw -95782.099082 + Penalty 2342.554458 = -93439.544624
  nChanged 2
		SP:Iteration 31Q (32100.520000 sec): 3 clusters
  Score: Raw -95782.861712 + Penalty 2342.554458 = -93440.307254
  nChanged 0
		SP:Iteration 32F (32100.690000 sec): 3 clusters
  Score: Raw -95782.861712 + Penalty 2342.554458 = -93440.307254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32100.740000 sec): 2 clusters
  Score: Raw -50147.961472 + Penalty 1072.036177 = -49075.925296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32100.930000 sec): 3 clusters
  Score: Raw -49966.040755 + Penalty 2144.072353 = -47821.968402
  nChanged 188
		SP:Iteration 1F (32101.070000 sec): 3 clusters
  Score: Raw -50217.662665 + Penalty 2144.072353 = -48073.590312
  nChanged 62
		SP:Iteration 2F (32101.250000 sec): 3 clusters
  Score: Raw -50337.643353 + Penalty 2144.072353 = -48193.571000
  nChanged 35
		SP:Iteration 3Q (32101.430000 sec): 3 clusters
  Score: Raw -50418.623477 + Penalty 2144.072353 = -48274.551123
  nChanged 20
		SP:Iteration 4Q (32101.620000 sec): 3 clusters
  Score: Raw -50465.950899 + Penalty 2144.072353 = -48321.878546
  nChanged 22
		SP:Iteration 5Q (32101.810000 sec): 3 clusters
  Score: Raw -50508.984611 + Penalty 2144.072353 = -48364.912258
  nChanged 11
		SP:Iteration 6Q (32101.930000 sec): 3 clusters
  Score: Raw -50525.977890 + Penalty 2144.072353 = -48381.905537
  nChanged 15
		SP:Iteration 7Q (32102.110000 sec): 3 clusters
  Score: Raw -50554.158896 + Penalty 2144.072353 = -48410.086543
  nChanged 11
		SP:Iteration 8Q (32102.270000 sec): 3 clusters
  Score: Raw -50573.687323 + Penalty 2144.072353 = -48429.614970
  nChanged 13
		SP:Iteration 9Q (32102.500000 sec): 3 clusters
  Score: Raw -50595.298736 + Penalty 2144.072353 = -48451.226383
  nChanged 10
		SP:Iteration 10Q (32102.720000 sec): 3 clusters
  Score: Raw -50614.873757 + Penalty 2144.072353 = -48470.801404
  nChanged 6
		SP:Iteration 11Q (32102.950000 sec): 3 clusters
  Score: Raw -50621.606312 + Penalty 2144.072353 = -48477.533959
  nChanged 5
		SP:Iteration 12Q (32103.160000 sec): 3 clusters
  Score: Raw -50625.644792 + Penalty 2144.072353 = -48481.572439
  nChanged 3
		SP:Iteration 13Q (32103.340000 sec): 3 clusters
  Score: Raw -50626.595778 + Penalty 2144.072353 = -48482.523425
  nChanged 0
		SP:Iteration 14F (32103.480000 sec): 3 clusters
  Score: Raw -50626.595778 + Penalty 2144.072353 = -48482.523425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32103.620000 sec): 2 clusters
  Score: Raw -206349.354337 + Penalty 1287.955551 = -205061.398785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32103.800000 sec): 3 clusters
  Score: Raw -205060.734598 + Penalty 2575.911103 = -202484.823495
  nChanged 1045
		SP:Iteration 1F (32103.990000 sec): 3 clusters
  Score: Raw -205765.114042 + Penalty 2575.911103 = -203189.202939
  nChanged 265
		SP:Iteration 2F (32104.170000 sec): 3 clusters
  Score: Raw -206026.949940 + Penalty 2575.911103 = -203451.038837
  nChanged 201
		SP:Iteration 3F (32104.360000 sec): 3 clusters
  Score: Raw -206233.658341 + Penalty 2575.911103 = -203657.747239
  nChanged 169
		SP:Iteration 4F (32104.560000 sec): 3 clusters
  Score: Raw -206426.577748 + Penalty 2575.911103 = -203850.666645
  nChanged 144
		SP:Iteration 5F (32104.720000 sec): 3 clusters
  Score: Raw -206549.981355 + Penalty 2575.911103 = -203974.070252
  nChanged 88
		SP:Iteration 6Q (32104.900000 sec): 3 clusters
  Score: Raw -206611.952702 + Penalty 2575.911103 = -204036.041599
  nChanged 65
		SP:Iteration 7Q (32105.040000 sec): 3 clusters
  Score: Raw -206646.686310 + Penalty 2575.911103 = -204070.775207
  nChanged 37
		SP:Iteration 8Q (32105.210000 sec): 3 clusters
  Score: Raw -206659.769344 + Penalty 2575.911103 = -204083.858241
  nChanged 15
		SP:Iteration 9Q (32105.360000 sec): 3 clusters
  Score: Raw -206665.284833 + Penalty 2575.911103 = -204089.373730
  nChanged 10
		SP:Iteration 10Q (32105.500000 sec): 3 clusters
  Score: Raw -206668.067005 + Penalty 2575.911103 = -204092.155902
  nChanged 6
		SP:Iteration 11Q (32105.670000 sec): 3 clusters
  Score: Raw -206670.691323 + Penalty 2575.911103 = -204094.780220
  nChanged 3
		SP:Iteration 12Q (32105.840000 sec): 3 clusters
  Score: Raw -206671.465774 + Penalty 2575.911103 = -204095.554671
  nChanged 4
		SP:Iteration 13Q (32105.980000 sec): 3 clusters
  Score: Raw -206673.901976 + Penalty 2575.911103 = -204097.990873
  nChanged 5
		SP:Iteration 14Q (32106.120000 sec): 3 clusters
  Score: Raw -206675.673465 + Penalty 2575.911103 = -204099.762362
  nChanged 9
		SP:Iteration 15Q (32106.260000 sec): 3 clusters
  Score: Raw -206680.233849 + Penalty 2575.911103 = -204104.322746
  nChanged 11
		SP:Iteration 16Q (32106.420000 sec): 3 clusters
  Score: Raw -206684.792195 + Penalty 2575.911103 = -204108.881092
  nChanged 13
		SP:Iteration 17Q (32106.640000 sec): 3 clusters
  Score: Raw -206692.227411 + Penalty 2575.911103 = -204116.316308
  nChanged 18
		SP:Iteration 18Q (32106.770000 sec): 3 clusters
  Score: Raw -206703.939420 + Penalty 2575.911103 = -204128.028317
  nChanged 18
		SP:Iteration 19Q (32106.940000 sec): 3 clusters
  Score: Raw -206717.774356 + Penalty 2575.911103 = -204141.863253
  nChanged 19
		SP:Iteration 20F (32107.050000 sec): 3 clusters
  Score: Raw -206731.195646 + Penalty 2575.911103 = -204155.284543
  nChanged 23
		SP:Iteration 21Q (32107.230000 sec): 3 clusters
  Score: Raw -206747.500864 + Penalty 2575.911103 = -204171.589761
  nChanged 24
		SP:Iteration 22Q (32107.430000 sec): 3 clusters
  Score: Raw -206761.352150 + Penalty 2575.911103 = -204185.441047
  nChanged 17
		SP:Iteration 23Q (32107.640000 sec): 3 clusters
  Score: Raw -206772.427412 + Penalty 2575.911103 = -204196.516309
  nChanged 13
		SP:Iteration 24Q (32107.850000 sec): 3 clusters
  Score: Raw -206778.862494 + Penalty 2575.911103 = -204202.951391
  nChanged 11
		SP:Iteration 25Q (32108.040000 sec): 3 clusters
  Score: Raw -206784.323658 + Penalty 2575.911103 = -204208.412555
  nChanged 9
		SP:Iteration 26Q (32108.190000 sec): 3 clusters
  Score: Raw -206788.509360 + Penalty 2575.911103 = -204212.598257
  nChanged 9
		SP:Iteration 27Q (32108.390000 sec): 3 clusters
  Score: Raw -206792.299775 + Penalty 2575.911103 = -204216.388672
  nChanged 4
		SP:Iteration 28Q (32108.570000 sec): 3 clusters
  Score: Raw -206793.260615 + Penalty 2575.911103 = -204217.349512
  nChanged 4
		SP:Iteration 29Q (32108.770000 sec): 3 clusters
  Score: Raw -206795.415493 + Penalty 2575.911103 = -204219.504390
  nChanged 4
		SP:Iteration 30Q (32108.990000 sec): 3 clusters
  Score: Raw -206796.910405 + Penalty 2575.911103 = -204220.999302
  nChanged 2
		SP:Iteration 31Q (32109.220000 sec): 3 clusters
  Score: Raw -206798.204661 + Penalty 2575.911103 = -204222.293558
  nChanged 3
		SP:Iteration 32Q (32109.350000 sec): 3 clusters
  Score: Raw -206799.771217 + Penalty 2575.911103 = -204223.860114
  nChanged 3
		SP:Iteration 33Q (32109.550000 sec): 3 clusters
  Score: Raw -206800.869003 + Penalty 2575.911103 = -204224.957900
  nChanged 4
		SP:Iteration 34Q (32109.730000 sec): 3 clusters
  Score: Raw -206802.571059 + Penalty 2575.911103 = -204226.659956
  nChanged 3
		SP:Iteration 35Q (32109.880000 sec): 3 clusters
  Score: Raw -206803.760757 + Penalty 2575.911103 = -204227.849654
  nChanged 2
		SP:Iteration 36Q (32110.010000 sec): 3 clusters
  Score: Raw -206804.264319 + Penalty 2575.911103 = -204228.353217
  nChanged 4
		SP:Iteration 37Q (32110.150000 sec): 3 clusters
  Score: Raw -206805.830351 + Penalty 2575.911103 = -204229.919248
  nChanged 1
		SP:Iteration 38Q (32110.290000 sec): 3 clusters
  Score: Raw -206805.902413 + Penalty 2575.911103 = -204229.991311
  nChanged 0
		SP:Iteration 39F (32110.450000 sec): 3 clusters
  Score: Raw -206805.902413 + Penalty 2575.911103 = -204229.991311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32110.550000 sec): 2 clusters
  Score: Raw -158525.143659 + Penalty 1218.925845 = -157306.217813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32110.720000 sec): 3 clusters
  Score: Raw -157783.580182 + Penalty 2437.851690 = -155345.728491
  nChanged 627
		SP:Iteration 1F (32110.910000 sec): 3 clusters
  Score: Raw -158174.483506 + Penalty 2437.851690 = -155736.631816
  nChanged 146
		SP:Iteration 2F (32111.050000 sec): 3 clusters
  Score: Raw -158274.607875 + Penalty 2437.851690 = -155836.756185
  nChanged 83
		SP:Iteration 3Q (32111.230000 sec): 3 clusters
  Score: Raw -158334.385501 + Penalty 2437.851690 = -155896.533811
  nChanged 64
		SP:Iteration 4Q (32111.430000 sec): 3 clusters
  Score: Raw -158375.896848 + Penalty 2437.851690 = -155938.045157
  nChanged 53
		SP:Iteration 5Q (32111.670000 sec): 3 clusters
  Score: Raw -158410.765593 + Penalty 2437.851690 = -155972.913903
  nChanged 33
		SP:Iteration 6Q (32111.850000 sec): 3 clusters
  Score: Raw -158436.896516 + Penalty 2437.851690 = -155999.044825
  nChanged 26
		SP:Iteration 7Q (32112.010000 sec): 3 clusters
  Score: Raw -158451.504501 + Penalty 2437.851690 = -156013.652811
  nChanged 21
		SP:Iteration 8Q (32112.190000 sec): 3 clusters
  Score: Raw -158464.215319 + Penalty 2437.851690 = -156026.363629
  nChanged 17
		SP:Iteration 9Q (32112.410000 sec): 3 clusters
  Score: Raw -158471.623269 + Penalty 2437.851690 = -156033.771579
  nChanged 14
		SP:Iteration 10Q (32112.610000 sec): 3 clusters
  Score: Raw -158480.071379 + Penalty 2437.851690 = -156042.219689
  nChanged 8
		SP:Iteration 11Q (32112.800000 sec): 3 clusters
  Score: Raw -158482.604118 + Penalty 2437.851690 = -156044.752428
  nChanged 9
		SP:Iteration 12Q (32112.940000 sec): 3 clusters
  Score: Raw -158486.208464 + Penalty 2437.851690 = -156048.356774
  nChanged 11
		SP:Iteration 13Q (32113.070000 sec): 3 clusters
  Score: Raw -158490.990925 + Penalty 2437.851690 = -156053.139235
  nChanged 8
		SP:Iteration 14Q (32113.270000 sec): 3 clusters
  Score: Raw -158493.954996 + Penalty 2437.851690 = -156056.103306
  nChanged 10
		SP:Iteration 15Q (32113.450000 sec): 3 clusters
  Score: Raw -158497.762015 + Penalty 2437.851690 = -156059.910325
  nChanged 11
		SP:Iteration 16Q (32113.600000 sec): 3 clusters
  Score: Raw -158502.700564 + Penalty 2437.851690 = -156064.848874
  nChanged 10
		SP:Iteration 17Q (32113.760000 sec): 3 clusters
  Score: Raw -158506.260770 + Penalty 2437.851690 = -156068.409079
  nChanged 6
		SP:Iteration 18Q (32113.940000 sec): 3 clusters
  Score: Raw -158507.923880 + Penalty 2437.851690 = -156070.072189
  nChanged 8
		SP:Iteration 19Q (32114.120000 sec): 3 clusters
  Score: Raw -158509.695684 + Penalty 2437.851690 = -156071.843994
  nChanged 5
		SP:Iteration 20F (32114.290000 sec): 3 clusters
  Score: Raw -158511.212894 + Penalty 2437.851690 = -156073.361203
  nChanged 4
		SP:Iteration 21Q (32114.470000 sec): 3 clusters
  Score: Raw -158513.911960 + Penalty 2437.851690 = -156076.060269
  nChanged 3
		SP:Iteration 22Q (32114.680000 sec): 3 clusters
  Score: Raw -158516.226403 + Penalty 2437.851690 = -156078.374713
  nChanged 4
		SP:Iteration 23Q (32114.860000 sec): 3 clusters
  Score: Raw -158517.081255 + Penalty 2437.851690 = -156079.229564
  nChanged 3
		SP:Iteration 24Q (32115.100000 sec): 3 clusters
  Score: Raw -158518.219726 + Penalty 2437.851690 = -156080.368035
  nChanged 2
		SP:Iteration 25Q (32115.300000 sec): 3 clusters
  Score: Raw -158518.633652 + Penalty 2437.851690 = -156080.781961
  nChanged 2
		SP:Iteration 26Q (32115.510000 sec): 3 clusters
  Score: Raw -158519.098006 + Penalty 2437.851690 = -156081.246316
  nChanged 3
		SP:Iteration 27Q (32115.660000 sec): 3 clusters
  Score: Raw -158520.859606 + Penalty 2437.851690 = -156083.007916
  nChanged 5
		SP:Iteration 28Q (32115.840000 sec): 3 clusters
  Score: Raw -158522.570582 + Penalty 2437.851690 = -156084.718891
  nChanged 6
		SP:Iteration 29Q (32116.050000 sec): 3 clusters
  Score: Raw -158524.194844 + Penalty 2437.851690 = -156086.343153
  nChanged 5
		SP:Iteration 30Q (32116.260000 sec): 3 clusters
  Score: Raw -158525.382129 + Penalty 2437.851690 = -156087.530439
  nChanged 5
		SP:Iteration 31Q (32116.440000 sec): 3 clusters
  Score: Raw -158526.704143 + Penalty 2437.851690 = -156088.852452
  nChanged 9
		SP:Iteration 32Q (32116.610000 sec): 3 clusters
  Score: Raw -158529.418538 + Penalty 2437.851690 = -156091.566848
  nChanged 8
		SP:Iteration 33Q (32116.770000 sec): 3 clusters
  Score: Raw -158531.583595 + Penalty 2437.851690 = -156093.731904
  nChanged 6
		SP:Iteration 34Q (32116.960000 sec): 3 clusters
  Score: Raw -158533.172807 + Penalty 2437.851690 = -156095.321116
  nChanged 6
		SP:Iteration 35Q (32117.120000 sec): 3 clusters
  Score: Raw -158535.753648 + Penalty 2437.851690 = -156097.901958
  nChanged 7
		SP:Iteration 36Q (32117.290000 sec): 3 clusters
  Score: Raw -158538.990140 + Penalty 2437.851690 = -156101.138450
  nChanged 5
		SP:Iteration 37Q (32117.480000 sec): 3 clusters
  Score: Raw -158542.072974 + Penalty 2437.851690 = -156104.221283
  nChanged 4
		SP:Iteration 38Q (32117.660000 sec): 3 clusters
  Score: Raw -158543.074033 + Penalty 2437.851690 = -156105.222342
  nChanged 4
		SP:Iteration 39Q (32117.860000 sec): 3 clusters
  Score: Raw -158544.533398 + Penalty 2437.851690 = -156106.681708
  nChanged 3
		SP:Iteration 40F (32118.010000 sec): 3 clusters
  Score: Raw -158545.452581 + Penalty 2437.851690 = -156107.600890
  nChanged 4
		SP:Iteration 41Q (32118.180000 sec): 3 clusters
  Score: Raw -158547.034223 + Penalty 2437.851690 = -156109.182533
  nChanged 2
		SP:Iteration 42Q (32118.320000 sec): 3 clusters
  Score: Raw -158547.455703 + Penalty 2437.851690 = -156109.604013
  nChanged 1
		SP:Iteration 43Q (32118.460000 sec): 3 clusters
  Score: Raw -158548.155760 + Penalty 2437.851690 = -156110.304069
  nChanged 3
		SP:Iteration 44Q (32118.610000 sec): 3 clusters
  Score: Raw -158548.685226 + Penalty 2437.851690 = -156110.833535
  nChanged 2
		SP:Iteration 45Q (32118.730000 sec): 3 clusters
  Score: Raw -158550.432445 + Penalty 2437.851690 = -156112.580755
  nChanged 4
		SP:Iteration 46Q (32118.860000 sec): 3 clusters
  Score: Raw -158552.708228 + Penalty 2437.851690 = -156114.856537
  nChanged 2
		SP:Iteration 47Q (32119.000000 sec): 3 clusters
  Score: Raw -158554.663013 + Penalty 2437.851690 = -156116.811323
  nChanged 4
		SP:Iteration 48Q (32119.200000 sec): 3 clusters
  Score: Raw -158555.905019 + Penalty 2437.851690 = -156118.053328
  nChanged 5
		SP:Iteration 49Q (32119.330000 sec): 3 clusters
  Score: Raw -158557.782251 + Penalty 2437.851690 = -156119.930561
  nChanged 5
		SP:Iteration 50Q (32119.550000 sec): 3 clusters
  Score: Raw -158559.375126 + Penalty 2437.851690 = -156121.523436
  nChanged 0
		SP:Iteration 51F (32119.680000 sec): 3 clusters
  Score: Raw -158559.375126 + Penalty 2437.851690 = -156121.523436
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32119.750000 sec): 2 clusters
  Score: Raw -49995.602262 + Penalty 1048.201444 = -48947.400819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32119.860000 sec): 3 clusters
  Score: Raw -49868.360820 + Penalty 2096.402887 = -47771.957933
  nChanged 163
		SP:Iteration 1F (32120.060000 sec): 3 clusters
  Score: Raw -50055.965426 + Penalty 2096.402887 = -47959.562539
  nChanged 33
		SP:Iteration 2F (32120.210000 sec): 3 clusters
  Score: Raw -50106.805584 + Penalty 2096.402887 = -48010.402697
  nChanged 28
		SP:Iteration 3Q (32120.460000 sec): 3 clusters
  Score: Raw -50190.471619 + Penalty 2096.402887 = -48094.068732
  nChanged 23
		SP:Iteration 4Q (32120.560000 sec): 3 clusters
  Score: Raw -50291.412246 + Penalty 2096.402887 = -48195.009359
  nChanged 14
		SP:Iteration 5Q (32120.800000 sec): 3 clusters
  Score: Raw -50359.030467 + Penalty 2096.402887 = -48262.627580
  nChanged 23
		SP:Iteration 6Q (32120.930000 sec): 3 clusters
  Score: Raw -50402.371634 + Penalty 2096.402887 = -48305.968746
  nChanged 29
		SP:Iteration 7Q (32121.200000 sec): 3 clusters
  Score: Raw -50477.546286 + Penalty 2096.402887 = -48381.143399
  nChanged 27
		SP:Iteration 8Q (32121.350000 sec): 3 clusters
  Score: Raw -50532.586850 + Penalty 2096.402887 = -48436.183962
  nChanged 28
		SP:Iteration 9Q (32121.560000 sec): 3 clusters
  Score: Raw -50595.194549 + Penalty 2096.402887 = -48498.791662
  nChanged 25
		SP:Iteration 10Q (32121.770000 sec): 3 clusters
  Score: Raw -50664.842713 + Penalty 2096.402887 = -48568.439826
  nChanged 22
		SP:Iteration 11Q (32121.990000 sec): 3 clusters
  Score: Raw -50721.298645 + Penalty 2096.402887 = -48624.895757
  nChanged 12
		SP:Iteration 12Q (32122.140000 sec): 3 clusters
  Score: Raw -50746.889952 + Penalty 2096.402887 = -48650.487065
  nChanged 11
		SP:Iteration 13Q (32122.320000 sec): 3 clusters
  Score: Raw -50770.733665 + Penalty 2096.402887 = -48674.330778
  nChanged 5
		SP:Iteration 14Q (32122.440000 sec): 3 clusters
  Score: Raw -50791.277351 + Penalty 2096.402887 = -48694.874464
  nChanged 6
		SP:Iteration 15Q (32122.620000 sec): 3 clusters
  Score: Raw -50802.712861 + Penalty 2096.402887 = -48706.309974
  nChanged 2
		SP:Iteration 16Q (32122.820000 sec): 3 clusters
  Score: Raw -50807.318917 + Penalty 2096.402887 = -48710.916030
  nChanged 0
		SP:Iteration 17F (32123.010000 sec): 3 clusters
  Score: Raw -50807.318917 + Penalty 2096.402887 = -48710.916030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32123.090000 sec): 2 clusters
  Score: Raw -231745.397352 + Penalty 1289.591079 = -230455.806273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32123.260000 sec): 3 clusters
  Score: Raw -230477.494545 + Penalty 2579.182159 = -227898.312386
  nChanged 1036
		SP:Iteration 1F (32123.440000 sec): 3 clusters
  Score: Raw -231086.668077 + Penalty 2579.182159 = -228507.485918
  nChanged 207
		SP:Iteration 2F (32123.600000 sec): 3 clusters
  Score: Raw -231241.036429 + Penalty 2579.182159 = -228661.854271
  nChanged 161
		SP:Iteration 3F (32123.780000 sec): 3 clusters
  Score: Raw -231360.532711 + Penalty 2579.182159 = -228781.350552
  nChanged 136
		SP:Iteration 4Q (32123.960000 sec): 3 clusters
  Score: Raw -231478.863746 + Penalty 2579.182159 = -228899.681587
  nChanged 133
		SP:Iteration 5Q (32124.120000 sec): 3 clusters
  Score: Raw -231604.985285 + Penalty 2579.182159 = -229025.803127
  nChanged 116
		SP:Iteration 6Q (32124.290000 sec): 3 clusters
  Score: Raw -231699.462558 + Penalty 2579.182159 = -229120.280399
  nChanged 100
		SP:Iteration 7Q (32124.420000 sec): 3 clusters
  Score: Raw -231767.068717 + Penalty 2579.182159 = -229187.886558
  nChanged 90
		SP:Iteration 8Q (32124.570000 sec): 3 clusters
  Score: Raw -231825.715897 + Penalty 2579.182159 = -229246.533738
  nChanged 59
		SP:Iteration 9Q (32124.730000 sec): 3 clusters
  Score: Raw -231862.335197 + Penalty 2579.182159 = -229283.153038
  nChanged 48
		SP:Iteration 10Q (32124.890000 sec): 3 clusters
  Score: Raw -231886.204444 + Penalty 2579.182159 = -229307.022286
  nChanged 33
		SP:Iteration 11Q (32125.040000 sec): 3 clusters
  Score: Raw -231905.211812 + Penalty 2579.182159 = -229326.029653
  nChanged 22
		SP:Iteration 12Q (32125.200000 sec): 3 clusters
  Score: Raw -231916.930332 + Penalty 2579.182159 = -229337.748173
  nChanged 18
		SP:Iteration 13Q (32125.360000 sec): 3 clusters
  Score: Raw -231923.249930 + Penalty 2579.182159 = -229344.067771
  nChanged 10
		SP:Iteration 14Q (32125.520000 sec): 3 clusters
  Score: Raw -231928.580342 + Penalty 2579.182159 = -229349.398183
  nChanged 16
		SP:Iteration 15Q (32125.680000 sec): 3 clusters
  Score: Raw -231936.480395 + Penalty 2579.182159 = -229357.298236
  nChanged 18
		SP:Iteration 16Q (32125.840000 sec): 3 clusters
  Score: Raw -231948.377124 + Penalty 2579.182159 = -229369.194966
  nChanged 25
		SP:Iteration 17Q (32126.000000 sec): 3 clusters
  Score: Raw -231961.277426 + Penalty 2579.182159 = -229382.095267
  nChanged 19
		SP:Iteration 18Q (32126.150000 sec): 3 clusters
  Score: Raw -231972.648353 + Penalty 2579.182159 = -229393.466194
  nChanged 9
		SP:Iteration 19Q (32126.310000 sec): 3 clusters
  Score: Raw -231976.945901 + Penalty 2579.182159 = -229397.763742
  nChanged 7
		SP:Iteration 20F (32126.470000 sec): 3 clusters
  Score: Raw -231980.294687 + Penalty 2579.182159 = -229401.112528
  nChanged 8
		SP:Iteration 21Q (32126.630000 sec): 3 clusters
  Score: Raw -231985.612362 + Penalty 2579.182159 = -229406.430204
  nChanged 8
		SP:Iteration 22Q (32126.790000 sec): 3 clusters
  Score: Raw -231990.639907 + Penalty 2579.182159 = -229411.457748
  nChanged 14
		SP:Iteration 23Q (32126.940000 sec): 3 clusters
  Score: Raw -231998.473023 + Penalty 2579.182159 = -229419.290865
  nChanged 11
		SP:Iteration 24Q (32127.100000 sec): 3 clusters
  Score: Raw -232003.844789 + Penalty 2579.182159 = -229424.662630
  nChanged 4
		SP:Iteration 25Q (32127.260000 sec): 3 clusters
  Score: Raw -232005.530122 + Penalty 2579.182159 = -229426.347963
  nChanged 6
		SP:Iteration 26Q (32127.410000 sec): 3 clusters
  Score: Raw -232008.931332 + Penalty 2579.182159 = -229429.749173
  nChanged 8
		SP:Iteration 27Q (32127.570000 sec): 3 clusters
  Score: Raw -232013.805370 + Penalty 2579.182159 = -229434.623211
  nChanged 8
		SP:Iteration 28Q (32127.730000 sec): 3 clusters
  Score: Raw -232017.365886 + Penalty 2579.182159 = -229438.183727
  nChanged 5
		SP:Iteration 29Q (32127.890000 sec): 3 clusters
  Score: Raw -232019.974586 + Penalty 2579.182159 = -229440.792427
  nChanged 6
		SP:Iteration 30Q (32128.050000 sec): 3 clusters
  Score: Raw -232022.380257 + Penalty 2579.182159 = -229443.198098
  nChanged 8
		SP:Iteration 31Q (32128.210000 sec): 3 clusters
  Score: Raw -232025.981241 + Penalty 2579.182159 = -229446.799083
  nChanged 9
		SP:Iteration 32Q (32128.370000 sec): 3 clusters
  Score: Raw -232030.025007 + Penalty 2579.182159 = -229450.842848
  nChanged 7
		SP:Iteration 33Q (32128.520000 sec): 3 clusters
  Score: Raw -232032.303414 + Penalty 2579.182159 = -229453.121255
  nChanged 8
		SP:Iteration 34Q (32128.680000 sec): 3 clusters
  Score: Raw -232034.348715 + Penalty 2579.182159 = -229455.166556
  nChanged 1
		SP:Iteration 35Q (32128.840000 sec): 3 clusters
  Score: Raw -232035.092491 + Penalty 2579.182159 = -229455.910332
  nChanged 2
		SP:Iteration 36Q (32128.990000 sec): 3 clusters
  Score: Raw -232035.747798 + Penalty 2579.182159 = -229456.565639
  nChanged 3
		SP:Iteration 37Q (32129.150000 sec): 3 clusters
  Score: Raw -232036.830238 + Penalty 2579.182159 = -229457.648079
  nChanged 1
		SP:Iteration 38Q (32129.310000 sec): 3 clusters
  Score: Raw -232037.740789 + Penalty 2579.182159 = -229458.558631
  nChanged 1
		SP:Iteration 39Q (32129.470000 sec): 3 clusters
  Score: Raw -232038.188492 + Penalty 2579.182159 = -229459.006333
  nChanged 2
		SP:Iteration 40F (32129.630000 sec): 3 clusters
  Score: Raw -232039.080230 + Penalty 2579.182159 = -229459.898072
  nChanged 2
		SP:Iteration 41Q (32129.780000 sec): 3 clusters
  Score: Raw -232039.746910 + Penalty 2579.182159 = -229460.564751
  nChanged 3
		SP:Iteration 42Q (32129.940000 sec): 3 clusters
  Score: Raw -232040.821699 + Penalty 2579.182159 = -229461.639541
  nChanged 0
		SP:Iteration 43F (32130.100000 sec): 3 clusters
  Score: Raw -232040.821699 + Penalty 2579.182159 = -229461.639541
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32130.170000 sec): 2 clusters
  Score: Raw -54081.567386 + Penalty 1099.880147 = -52981.687239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32130.330000 sec): 3 clusters
  Score: Raw -53883.424582 + Penalty 2199.760294 = -51683.664288
  nChanged 249
		SP:Iteration 1F (32130.490000 sec): 3 clusters
  Score: Raw -54203.099413 + Penalty 2199.760294 = -52003.339120
  nChanged 74
		SP:Iteration 2F (32130.650000 sec): 3 clusters
  Score: Raw -54319.456916 + Penalty 2199.760294 = -52119.696623
  nChanged 48
		SP:Iteration 3F (32130.810000 sec): 3 clusters
  Score: Raw -54397.000422 + Penalty 2199.760294 = -52197.240128
  nChanged 22
		SP:Iteration 4Q (32130.960000 sec): 3 clusters
  Score: Raw -54428.956814 + Penalty 2199.760294 = -52229.196520
  nChanged 16
		SP:Iteration 5Q (32131.160000 sec): 3 clusters
  Score: Raw -54453.151584 + Penalty 2199.760294 = -52253.391290
  nChanged 12
		SP:Iteration 6Q (32131.310000 sec): 3 clusters
  Score: Raw -54470.948327 + Penalty 2199.760294 = -52271.188033
  nChanged 13
		SP:Iteration 7Q (32131.470000 sec): 3 clusters
  Score: Raw -54487.078306 + Penalty 2199.760294 = -52287.318013
  nChanged 13
		SP:Iteration 8Q (32131.620000 sec): 3 clusters
  Score: Raw -54506.759494 + Penalty 2199.760294 = -52306.999200
  nChanged 13
		SP:Iteration 9Q (32131.780000 sec): 3 clusters
  Score: Raw -54528.576915 + Penalty 2199.760294 = -52328.816621
  nChanged 12
		SP:Iteration 10Q (32131.930000 sec): 3 clusters
  Score: Raw -54544.854098 + Penalty 2199.760294 = -52345.093804
  nChanged 9
		SP:Iteration 11Q (32132.090000 sec): 3 clusters
  Score: Raw -54560.302575 + Penalty 2199.760294 = -52360.542281
  nChanged 13
		SP:Iteration 12Q (32132.240000 sec): 3 clusters
  Score: Raw -54588.337298 + Penalty 2199.760294 = -52388.577004
  nChanged 12
		SP:Iteration 13Q (32132.400000 sec): 3 clusters
  Score: Raw -54605.816444 + Penalty 2199.760294 = -52406.056150
  nChanged 5
		SP:Iteration 14Q (32132.550000 sec): 3 clusters
  Score: Raw -54612.537805 + Penalty 2199.760294 = -52412.777511
  nChanged 4
		SP:Iteration 15Q (32132.710000 sec): 3 clusters
  Score: Raw -54617.610638 + Penalty 2199.760294 = -52417.850344
  nChanged 3
		SP:Iteration 16Q (32132.870000 sec): 3 clusters
  Score: Raw -54621.917776 + Penalty 2199.760294 = -52422.157482
  nChanged 1
		SP:Iteration 17Q (32133.020000 sec): 3 clusters
  Score: Raw -54623.873069 + Penalty 2199.760294 = -52424.112775
  nChanged 1
		SP:Iteration 18Q (32133.170000 sec): 3 clusters
  Score: Raw -54624.557431 + Penalty 2199.760294 = -52424.797137
  nChanged 1
		SP:Iteration 19Q (32133.330000 sec): 3 clusters
  Score: Raw -54625.004364 + Penalty 2199.760294 = -52425.244070
  nChanged 1
		SP:Iteration 20F (32133.490000 sec): 3 clusters
  Score: Raw -54625.574157 + Penalty 2199.760294 = -52425.813863
  nChanged 1
		SP:Iteration 21Q (32133.610000 sec): 3 clusters
  Score: Raw -54627.219744 + Penalty 2199.760294 = -52427.459450
  nChanged 1
		SP:Iteration 22Q (32133.760000 sec): 3 clusters
  Score: Raw -54627.822006 + Penalty 2199.760294 = -52428.061712
  nChanged 0
		SP:Iteration 23F (32133.910000 sec): 3 clusters
  Score: Raw -54627.822006 + Penalty 2199.760294 = -52428.061712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32134.010000 sec): 2 clusters
  Score: Raw -162513.417938 + Penalty 1243.152414 = -161270.265524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32134.150000 sec): 3 clusters
  Score: Raw -161627.417940 + Penalty 2486.304828 = -159141.113112
  nChanged 750
		SP:Iteration 1F (32134.310000 sec): 3 clusters
  Score: Raw -162160.448188 + Penalty 2486.304828 = -159674.143360
  nChanged 151
		SP:Iteration 2F (32134.470000 sec): 3 clusters
  Score: Raw -162274.038836 + Penalty 2486.304828 = -159787.734008
  nChanged 97
		SP:Iteration 3Q (32134.630000 sec): 3 clusters
  Score: Raw -162343.200387 + Penalty 2486.304828 = -159856.895560
  nChanged 73
		SP:Iteration 4Q (32134.790000 sec): 3 clusters
  Score: Raw -162392.452759 + Penalty 2486.304828 = -159906.147932
  nChanged 51
		SP:Iteration 5Q (32134.990000 sec): 3 clusters
  Score: Raw -162426.327765 + Penalty 2486.304828 = -159940.022937
  nChanged 42
		SP:Iteration 6Q (32135.220000 sec): 3 clusters
  Score: Raw -162449.370361 + Penalty 2486.304828 = -159963.065533
  nChanged 34
		SP:Iteration 7Q (32135.400000 sec): 3 clusters
  Score: Raw -162478.857696 + Penalty 2486.304828 = -159992.552868
  nChanged 31
		SP:Iteration 8Q (32135.600000 sec): 3 clusters
  Score: Raw -162500.392461 + Penalty 2486.304828 = -160014.087633
  nChanged 32
		SP:Iteration 9Q (32135.770000 sec): 3 clusters
  Score: Raw -162519.299751 + Penalty 2486.304828 = -160032.994923
  nChanged 17
		SP:Iteration 10Q (32135.940000 sec): 3 clusters
  Score: Raw -162530.149757 + Penalty 2486.304828 = -160043.844929
  nChanged 19
		SP:Iteration 11Q (32136.130000 sec): 3 clusters
  Score: Raw -162539.078555 + Penalty 2486.304828 = -160052.773727
  nChanged 17
		SP:Iteration 12Q (32136.260000 sec): 3 clusters
  Score: Raw -162546.229142 + Penalty 2486.304828 = -160059.924314
  nChanged 9
		SP:Iteration 13Q (32136.370000 sec): 3 clusters
  Score: Raw -162549.692417 + Penalty 2486.304828 = -160063.387589
  nChanged 5
		SP:Iteration 14Q (32136.510000 sec): 3 clusters
  Score: Raw -162552.487902 + Penalty 2486.304828 = -160066.183074
  nChanged 4
		SP:Iteration 15Q (32136.650000 sec): 3 clusters
  Score: Raw -162555.331572 + Penalty 2486.304828 = -160069.026744
  nChanged 8
		SP:Iteration 16Q (32136.780000 sec): 3 clusters
  Score: Raw -162558.040339 + Penalty 2486.304828 = -160071.735511
  nChanged 4
		SP:Iteration 17Q (32136.960000 sec): 3 clusters
  Score: Raw -162559.142378 + Penalty 2486.304828 = -160072.837550
  nChanged 4
		SP:Iteration 18Q (32137.100000 sec): 3 clusters
  Score: Raw -162561.118242 + Penalty 2486.304828 = -160074.813414
  nChanged 2
		SP:Iteration 19Q (32137.240000 sec): 3 clusters
  Score: Raw -162563.358645 + Penalty 2486.304828 = -160077.053817
  nChanged 3
		SP:Iteration 20F (32137.380000 sec): 3 clusters
  Score: Raw -162563.867076 + Penalty 2486.304828 = -160077.562248
  nChanged 3
		SP:Iteration 21Q (32137.500000 sec): 3 clusters
  Score: Raw -162564.475096 + Penalty 2486.304828 = -160078.170268
  nChanged 2
		SP:Iteration 22Q (32137.640000 sec): 3 clusters
  Score: Raw -162565.277456 + Penalty 2486.304828 = -160078.972628
  nChanged 2
		SP:Iteration 23Q (32137.740000 sec): 3 clusters
  Score: Raw -162566.498699 + Penalty 2486.304828 = -160080.193871
  nChanged 4
		SP:Iteration 24Q (32137.890000 sec): 3 clusters
  Score: Raw -162568.290777 + Penalty 2486.304828 = -160081.985949
  nChanged 2
		SP:Iteration 25Q (32137.990000 sec): 3 clusters
  Score: Raw -162568.594940 + Penalty 2486.304828 = -160082.290112
  nChanged 1
		SP:Iteration 26Q (32138.110000 sec): 3 clusters
  Score: Raw -162568.836075 + Penalty 2486.304828 = -160082.531247
  nChanged 1
		SP:Iteration 27Q (32138.240000 sec): 3 clusters
  Score: Raw -162568.914221 + Penalty 2486.304828 = -160082.609393
  nChanged 0
		SP:Iteration 28F (32138.430000 sec): 3 clusters
  Score: Raw -162568.914221 + Penalty 2486.304828 = -160082.609393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32138.520000 sec): 2 clusters
  Score: Raw -152371.901855 + Penalty 1234.332112 = -151137.569743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32138.630000 sec): 3 clusters
  Score: Raw -151522.989791 + Penalty 2468.664223 = -149054.325568
  nChanged 709
		SP:Iteration 1F (32138.810000 sec): 3 clusters
  Score: Raw -151997.720790 + Penalty 2468.664223 = -149529.056567
  nChanged 157
		SP:Iteration 2F (32138.930000 sec): 3 clusters
  Score: Raw -152113.474862 + Penalty 2468.664223 = -149644.810639
  nChanged 87
		SP:Iteration 3Q (32139.110000 sec): 3 clusters
  Score: Raw -152172.619573 + Penalty 2468.664223 = -149703.955350
  nChanged 61
		SP:Iteration 4Q (32139.270000 sec): 3 clusters
  Score: Raw -152206.643413 + Penalty 2468.664223 = -149737.979190
  nChanged 37
		SP:Iteration 5Q (32139.450000 sec): 3 clusters
  Score: Raw -152233.388490 + Penalty 2468.664223 = -149764.724267
  nChanged 39
		SP:Iteration 6Q (32139.630000 sec): 3 clusters
  Score: Raw -152256.544744 + Penalty 2468.664223 = -149787.880521
  nChanged 34
		SP:Iteration 7Q (32139.830000 sec): 3 clusters
  Score: Raw -152273.817073 + Penalty 2468.664223 = -149805.152850
  nChanged 18
		SP:Iteration 8Q (32140.020000 sec): 3 clusters
  Score: Raw -152282.743674 + Penalty 2468.664223 = -149814.079451
  nChanged 17
		SP:Iteration 9Q (32140.210000 sec): 3 clusters
  Score: Raw -152297.273797 + Penalty 2468.664223 = -149828.609574
  nChanged 19
		SP:Iteration 10Q (32140.390000 sec): 3 clusters
  Score: Raw -152308.068649 + Penalty 2468.664223 = -149839.404425
  nChanged 23
		SP:Iteration 11Q (32140.550000 sec): 3 clusters
  Score: Raw -152324.044720 + Penalty 2468.664223 = -149855.380497
  nChanged 25
		SP:Iteration 12Q (32140.710000 sec): 3 clusters
  Score: Raw -152341.232597 + Penalty 2468.664223 = -149872.568374
  nChanged 26
		SP:Iteration 13Q (32140.870000 sec): 3 clusters
  Score: Raw -152352.991791 + Penalty 2468.664223 = -149884.327568
  nChanged 21
		SP:Iteration 14Q (32141.050000 sec): 3 clusters
  Score: Raw -152366.784888 + Penalty 2468.664223 = -149898.120665
  nChanged 25
		SP:Iteration 15Q (32141.230000 sec): 3 clusters
  Score: Raw -152382.107129 + Penalty 2468.664223 = -149913.442906
  nChanged 27
		SP:Iteration 16Q (32141.400000 sec): 3 clusters
  Score: Raw -152398.942237 + Penalty 2468.664223 = -149930.278014
  nChanged 24
		SP:Iteration 17Q (32141.560000 sec): 3 clusters
  Score: Raw -152412.436591 + Penalty 2468.664223 = -149943.772368
  nChanged 14
		SP:Iteration 18Q (32141.720000 sec): 3 clusters
  Score: Raw -152419.680519 + Penalty 2468.664223 = -149951.016296
  nChanged 16
		SP:Iteration 19Q (32141.880000 sec): 3 clusters
  Score: Raw -152428.647901 + Penalty 2468.664223 = -149959.983678
  nChanged 14
		SP:Iteration 20F (32142.060000 sec): 3 clusters
  Score: Raw -152437.170575 + Penalty 2468.664223 = -149968.506352
  nChanged 18
		SP:Iteration 21Q (32142.250000 sec): 3 clusters
  Score: Raw -152445.886438 + Penalty 2468.664223 = -149977.222215
  nChanged 10
		SP:Iteration 22Q (32142.450000 sec): 3 clusters
  Score: Raw -152453.502385 + Penalty 2468.664223 = -149984.838162
  nChanged 11
		SP:Iteration 23Q (32142.660000 sec): 3 clusters
  Score: Raw -152460.497689 + Penalty 2468.664223 = -149991.833465
  nChanged 12
		SP:Iteration 24Q (32142.850000 sec): 3 clusters
  Score: Raw -152469.150971 + Penalty 2468.664223 = -150000.486747
  nChanged 22
		SP:Iteration 25Q (32143.140000 sec): 3 clusters
  Score: Raw -152482.104353 + Penalty 2468.664223 = -150013.440130
  nChanged 18
		SP:Iteration 26Q (32143.320000 sec): 3 clusters
  Score: Raw -152493.088100 + Penalty 2468.664223 = -150024.423877
  nChanged 16
		SP:Iteration 27Q (32143.480000 sec): 3 clusters
  Score: Raw -152501.494490 + Penalty 2468.664223 = -150032.830267
  nChanged 14
		SP:Iteration 28Q (32143.730000 sec): 3 clusters
  Score: Raw -152507.049470 + Penalty 2468.664223 = -150038.385247
  nChanged 7
		SP:Iteration 29Q (32143.880000 sec): 3 clusters
  Score: Raw -152511.431624 + Penalty 2468.664223 = -150042.767401
  nChanged 7
		SP:Iteration 30Q (32144.110000 sec): 3 clusters
  Score: Raw -152515.004257 + Penalty 2468.664223 = -150046.340033
  nChanged 2
		SP:Iteration 31Q (32144.270000 sec): 3 clusters
  Score: Raw -152516.413011 + Penalty 2468.664223 = -150047.748788
  nChanged 4
		SP:Iteration 32Q (32144.430000 sec): 3 clusters
  Score: Raw -152518.369822 + Penalty 2468.664223 = -150049.705599
  nChanged 5
		SP:Iteration 33Q (32144.610000 sec): 3 clusters
  Score: Raw -152520.155997 + Penalty 2468.664223 = -150051.491774
  nChanged 2
		SP:Iteration 34Q (32144.740000 sec): 3 clusters
  Score: Raw -152521.207836 + Penalty 2468.664223 = -150052.543612
  nChanged 4
		SP:Iteration 35Q (32144.860000 sec): 3 clusters
  Score: Raw -152524.368526 + Penalty 2468.664223 = -150055.704303
  nChanged 5
		SP:Iteration 36Q (32145.020000 sec): 3 clusters
  Score: Raw -152527.340619 + Penalty 2468.664223 = -150058.676396
  nChanged 5
		SP:Iteration 37Q (32145.210000 sec): 3 clusters
  Score: Raw -152529.521121 + Penalty 2468.664223 = -150060.856897
  nChanged 7
		SP:Iteration 38Q (32145.360000 sec): 3 clusters
  Score: Raw -152532.765903 + Penalty 2468.664223 = -150064.101679
  nChanged 5
		SP:Iteration 39Q (32145.550000 sec): 3 clusters
  Score: Raw -152535.669248 + Penalty 2468.664223 = -150067.005024
  nChanged 3
		SP:Iteration 40F (32145.760000 sec): 3 clusters
  Score: Raw -152536.689437 + Penalty 2468.664223 = -150068.025214
  nChanged 3
		SP:Iteration 41Q (32145.960000 sec): 3 clusters
  Score: Raw -152538.219229 + Penalty 2468.664223 = -150069.555006
  nChanged 3
		SP:Iteration 42Q (32146.120000 sec): 3 clusters
  Score: Raw -152539.636704 + Penalty 2468.664223 = -150070.972481
  nChanged 2
		SP:Iteration 43Q (32146.300000 sec): 3 clusters
  Score: Raw -152540.717752 + Penalty 2468.664223 = -150072.053529
  nChanged 1
		SP:Iteration 44Q (32146.470000 sec): 3 clusters
  Score: Raw -152541.961361 + Penalty 2468.664223 = -150073.297138
  nChanged 6
		SP:Iteration 45Q (32146.600000 sec): 3 clusters
  Score: Raw -152544.289347 + Penalty 2468.664223 = -150075.625124
  nChanged 4
		SP:Iteration 46Q (32146.780000 sec): 3 clusters
  Score: Raw -152546.577177 + Penalty 2468.664223 = -150077.912954
  nChanged 4
		SP:Iteration 47Q (32146.960000 sec): 3 clusters
  Score: Raw -152549.114833 + Penalty 2468.664223 = -150080.450609
  nChanged 9
		SP:Iteration 48Q (32147.130000 sec): 3 clusters
  Score: Raw -152553.899762 + Penalty 2468.664223 = -150085.235539
  nChanged 9
		SP:Iteration 49Q (32147.310000 sec): 3 clusters
  Score: Raw -152561.525884 + Penalty 2468.664223 = -150092.861661
  nChanged 9
		SP:Iteration 50Q (32147.450000 sec): 3 clusters
  Score: Raw -152569.486814 + Penalty 2468.664223 = -150100.822591
  nChanged 14
		SP:Iteration 51Q (32147.630000 sec): 3 clusters
  Score: Raw -152578.938542 + Penalty 2468.664223 = -150110.274318
  nChanged 17
		SP:Iteration 52Q (32147.780000 sec): 3 clusters
  Score: Raw -152591.961372 + Penalty 2468.664223 = -150123.297148
  nChanged 17
		SP:Iteration 53Q (32148.000000 sec): 3 clusters
  Score: Raw -152604.624951 + Penalty 2468.664223 = -150135.960728
  nChanged 20
		SP:Iteration 54Q (32148.140000 sec): 3 clusters
  Score: Raw -152626.292578 + Penalty 2468.664223 = -150157.628355
  nChanged 26
		SP:Iteration 55Q (32148.340000 sec): 3 clusters
  Score: Raw -152661.671212 + Penalty 2468.664223 = -150193.006989
  nChanged 33
		SP:Iteration 56Q (32148.590000 sec): 3 clusters
  Score: Raw -152705.757646 + Penalty 2468.664223 = -150237.093423
  nChanged 32
		SP:Iteration 57Q (32148.810000 sec): 3 clusters
  Score: Raw -152747.273502 + Penalty 2468.664223 = -150278.609279
  nChanged 35
		SP:Iteration 58Q (32149.040000 sec): 3 clusters
  Score: Raw -152783.036162 + Penalty 2468.664223 = -150314.371938
  nChanged 37
		SP:Iteration 59Q (32149.220000 sec): 3 clusters
  Score: Raw -152812.674895 + Penalty 2468.664223 = -150344.010671
  nChanged 29
		SP:Iteration 60F (32149.470000 sec): 3 clusters
  Score: Raw -152846.168480 + Penalty 2468.664223 = -150377.504256
  nChanged 28
		SP:Iteration 61Q (32149.600000 sec): 3 clusters
  Score: Raw -152876.689467 + Penalty 2468.664223 = -150408.025244
  nChanged 25
		SP:Iteration 62Q (32149.780000 sec): 3 clusters
  Score: Raw -152899.020327 + Penalty 2468.664223 = -150430.356104
  nChanged 30
		SP:Iteration 63Q (32149.980000 sec): 3 clusters
  Score: Raw -152927.677083 + Penalty 2468.664223 = -150459.012859
  nChanged 18
		SP:Iteration 64Q (32150.110000 sec): 3 clusters
  Score: Raw -152945.717905 + Penalty 2468.664223 = -150477.053682
  nChanged 15
		SP:Iteration 65Q (32150.310000 sec): 3 clusters
  Score: Raw -152965.803537 + Penalty 2468.664223 = -150497.139314
  nChanged 26
		SP:Iteration 66Q (32150.440000 sec): 3 clusters
  Score: Raw -152991.579842 + Penalty 2468.664223 = -150522.915619
  nChanged 22
		SP:Iteration 67Q (32150.630000 sec): 3 clusters
  Score: Raw -153008.744586 + Penalty 2468.664223 = -150540.080362
  nChanged 17
		SP:Iteration 68Q (32150.760000 sec): 3 clusters
  Score: Raw -153026.888492 + Penalty 2468.664223 = -150558.224268
  nChanged 11
		SP:Iteration 69Q (32150.950000 sec): 3 clusters
  Score: Raw -153039.229368 + Penalty 2468.664223 = -150570.565145
  nChanged 8
		SP:Iteration 70Q (32151.130000 sec): 3 clusters
  Score: Raw -153045.763152 + Penalty 2468.664223 = -150577.098929
  nChanged 3
		SP:Iteration 71Q (32151.310000 sec): 3 clusters
  Score: Raw -153047.014152 + Penalty 2468.664223 = -150578.349929
  nChanged 0
		SP:Iteration 72F (32151.430000 sec): 3 clusters
  Score: Raw -153047.014152 + Penalty 2468.664223 = -150578.349929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32151.560000 sec): 2 clusters
  Score: Raw -167745.919226 + Penalty 1244.000980 = -166501.918246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32151.800000 sec): 3 clusters
  Score: Raw -166856.425496 + Penalty 2488.001960 = -164368.423537
  nChanged 764
		SP:Iteration 1F (32151.990000 sec): 3 clusters
  Score: Raw -167317.559439 + Penalty 2488.001960 = -164829.557479
  nChanged 163
		SP:Iteration 2F (32152.160000 sec): 3 clusters
  Score: Raw -167464.751876 + Penalty 2488.001960 = -164976.749917
  nChanged 122
		SP:Iteration 3F (32152.330000 sec): 3 clusters
  Score: Raw -167577.386695 + Penalty 2488.001960 = -165089.384736
  nChanged 115
		SP:Iteration 4F (32152.490000 sec): 3 clusters
  Score: Raw -167680.254526 + Penalty 2488.001960 = -165192.252566
  nChanged 110
		SP:Iteration 5F (32152.650000 sec): 3 clusters
  Score: Raw -167797.026447 + Penalty 2488.001960 = -165309.024488
  nChanged 115
		SP:Iteration 6F (32152.880000 sec): 3 clusters
  Score: Raw -167915.551413 + Penalty 2488.001960 = -165427.549453
  nChanged 91
		SP:Iteration 7Q (32153.050000 sec): 3 clusters
  Score: Raw -168015.715555 + Penalty 2488.001960 = -165527.713596
  nChanged 76
		SP:Iteration 8Q (32153.220000 sec): 3 clusters
  Score: Raw -168094.990943 + Penalty 2488.001960 = -165606.988984
  nChanged 61
		SP:Iteration 9Q (32153.390000 sec): 3 clusters
  Score: Raw -168163.875069 + Penalty 2488.001960 = -165675.873109
  nChanged 60
		SP:Iteration 10Q (32153.570000 sec): 3 clusters
  Score: Raw -168217.339880 + Penalty 2488.001960 = -165729.337920
  nChanged 41
		SP:Iteration 11Q (32153.770000 sec): 3 clusters
  Score: Raw -168247.186964 + Penalty 2488.001960 = -165759.185005
  nChanged 35
		SP:Iteration 12Q (32153.940000 sec): 3 clusters
  Score: Raw -168274.811640 + Penalty 2488.001960 = -165786.809680
  nChanged 26
		SP:Iteration 13Q (32154.110000 sec): 3 clusters
  Score: Raw -168293.373277 + Penalty 2488.001960 = -165805.371318
  nChanged 28
		SP:Iteration 14Q (32154.280000 sec): 3 clusters
  Score: Raw -168318.985439 + Penalty 2488.001960 = -165830.983480
  nChanged 27
		SP:Iteration 15Q (32154.450000 sec): 3 clusters
  Score: Raw -168340.408203 + Penalty 2488.001960 = -165852.406244
  nChanged 19
		SP:Iteration 16Q (32154.620000 sec): 3 clusters
  Score: Raw -168352.651402 + Penalty 2488.001960 = -165864.649442
  nChanged 16
		SP:Iteration 17Q (32154.780000 sec): 3 clusters
  Score: Raw -168363.493627 + Penalty 2488.001960 = -165875.491668
  nChanged 19
		SP:Iteration 18Q (32154.970000 sec): 3 clusters
  Score: Raw -168377.008718 + Penalty 2488.001960 = -165889.006759
  nChanged 15
		SP:Iteration 19Q (32155.190000 sec): 3 clusters
  Score: Raw -168386.084935 + Penalty 2488.001960 = -165898.082975
  nChanged 11
		SP:Iteration 20F (32155.350000 sec): 3 clusters
  Score: Raw -168391.507321 + Penalty 2488.001960 = -165903.505362
  nChanged 8
		SP:Iteration 21Q (32155.500000 sec): 3 clusters
  Score: Raw -168395.661015 + Penalty 2488.001960 = -165907.659055
  nChanged 9
		SP:Iteration 22Q (32155.650000 sec): 3 clusters
  Score: Raw -168405.966162 + Penalty 2488.001960 = -165917.964203
  nChanged 15
		SP:Iteration 23Q (32155.770000 sec): 3 clusters
  Score: Raw -168417.296147 + Penalty 2488.001960 = -165929.294187
  nChanged 12
		SP:Iteration 24Q (32155.930000 sec): 3 clusters
  Score: Raw -168427.032157 + Penalty 2488.001960 = -165939.030198
  nChanged 6
		SP:Iteration 25Q (32156.060000 sec): 3 clusters
  Score: Raw -168429.383474 + Penalty 2488.001960 = -165941.381514
  nChanged 1
		SP:Iteration 26Q (32156.200000 sec): 3 clusters
  Score: Raw -168429.699553 + Penalty 2488.001960 = -165941.697593
  nChanged 0
		SP:Iteration 27F (32156.370000 sec): 3 clusters
  Score: Raw -168429.699553 + Penalty 2488.001960 = -165941.697593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (93733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32157.050000 sec): 2 clusters
  Score: Raw -8013015.521683 + Penalty 1860.333409 = -8011155.188274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32157.850000 sec): 3 clusters
  Score: Raw -7952168.990657 + Penalty 3720.666818 = -7948448.323839
  nChanged 44805
		SP:Iteration 1F (32158.590000 sec): 3 clusters
  Score: Raw -7978253.195298 + Penalty 3720.666818 = -7974532.528480
  nChanged 3095
		SP:Iteration 2Q (32159.410000 sec): 3 clusters
  Score: Raw -7978995.583883 + Penalty 3720.666818 = -7975274.917065
  nChanged 3210
		SP:Iteration 3Q (32160.200000 sec): 3 clusters
  Score: Raw -7979855.311847 + Penalty 3720.666818 = -7976134.645029
  nChanged 3407
		SP:Iteration 4Q (32160.930000 sec): 3 clusters
  Score: Raw -7980874.289337 + Penalty 3720.666818 = -7977153.622519
  nChanged 3733
		SP:Iteration 5Q (32161.730000 sec): 3 clusters
  Score: Raw -7982221.699413 + Penalty 3720.666818 = -7978501.032595
  nChanged 4169
		SP:Iteration 6Q (32162.680000 sec): 3 clusters
  Score: Raw -7983875.544557 + Penalty 3720.666818 = -7980154.877739
  nChanged 4413
		SP:Iteration 7Q (32163.570000 sec): 3 clusters
  Score: Raw -7985969.696290 + Penalty 3720.666818 = -7982249.029472
  nChanged 4927
		SP:Iteration 8F (32164.430000 sec): 3 clusters
  Score: Raw -7988795.446097 + Penalty 3720.666818 = -7985074.779279
  nChanged 5291
		SP:Iteration 9F (32165.290000 sec): 3 clusters
  Score: Raw -7992228.315223 + Penalty 3720.666818 = -7988507.648405
  nChanged 5237
		SP:Iteration 10F (32166.150000 sec): 3 clusters
  Score: Raw -7995810.296659 + Penalty 3720.666818 = -7992089.629841
  nChanged 4394
		SP:Iteration 11Q (32167.010000 sec): 3 clusters
  Score: Raw -7998383.085054 + Penalty 3720.666818 = -7994662.418236
  nChanged 3353
		SP:Iteration 12Q (32167.630000 sec): 3 clusters
  Score: Raw -7999936.886061 + Penalty 3720.666818 = -7996216.219243
  nChanged 2430
		SP:Iteration 13Q (32168.310000 sec): 3 clusters
  Score: Raw -8000892.642245 + Penalty 3720.666818 = -7997171.975427
  nChanged 1883
		SP:Iteration 14Q (32168.970000 sec): 3 clusters
  Score: Raw -8001574.821669 + Penalty 3720.666818 = -7997854.154851
  nChanged 1781
		SP:Iteration 15Q (32169.670000 sec): 3 clusters
  Score: Raw -8002244.587358 + Penalty 3720.666818 = -7998523.920540
  nChanged 1764
		SP:Iteration 16Q (32170.350000 sec): 3 clusters
  Score: Raw -8002953.878521 + Penalty 3720.666818 = -7999233.211703
  nChanged 1719
		SP:Iteration 17Q (32171.100000 sec): 3 clusters
  Score: Raw -8003688.629542 + Penalty 3720.666818 = -7999967.962724
  nChanged 1671
		SP:Iteration 18Q (32171.740000 sec): 3 clusters
  Score: Raw -8004460.237168 + Penalty 3720.666818 = -8000739.570350
  nChanged 1709
		SP:Iteration 19Q (32172.430000 sec): 3 clusters
  Score: Raw -8005321.945902 + Penalty 3720.666818 = -8001601.279083
  nChanged 1692
		SP:Iteration 20F (32173.080000 sec): 3 clusters
  Score: Raw -8006153.626229 + Penalty 3720.666818 = -8002432.959411
  nChanged 1534
		SP:Iteration 21Q (32173.790000 sec): 3 clusters
  Score: Raw -8006904.931230 + Penalty 3720.666818 = -8003184.264412
  nChanged 1430
		SP:Iteration 22Q (32174.470000 sec): 3 clusters
  Score: Raw -8007628.422677 + Penalty 3720.666818 = -8003907.755859
  nChanged 1316
		SP:Iteration 23Q (32175.150000 sec): 3 clusters
  Score: Raw -8008275.707362 + Penalty 3720.666818 = -8004555.040544
  nChanged 1164
		SP:Iteration 24Q (32175.850000 sec): 3 clusters
  Score: Raw -8008827.736513 + Penalty 3720.666818 = -8005107.069695
  nChanged 1082
		SP:Iteration 25Q (32176.530000 sec): 3 clusters
  Score: Raw -8009325.066053 + Penalty 3720.666818 = -8005604.399235
  nChanged 954
		SP:Iteration 26Q (32177.180000 sec): 3 clusters
  Score: Raw -8009771.304240 + Penalty 3720.666818 = -8006050.637422
  nChanged 927
		SP:Iteration 27Q (32177.790000 sec): 3 clusters
  Score: Raw -8010221.981736 + Penalty 3720.666818 = -8006501.314918
  nChanged 840
		SP:Iteration 28Q (32178.510000 sec): 3 clusters
  Score: Raw -8010639.495424 + Penalty 3720.666818 = -8006918.828606
  nChanged 762
		SP:Iteration 29Q (32179.210000 sec): 3 clusters
  Score: Raw -8011024.553092 + Penalty 3720.666818 = -8007303.886274
  nChanged 664
		SP:Iteration 30Q (32179.920000 sec): 3 clusters
  Score: Raw -8011364.264222 + Penalty 3720.666818 = -8007643.597404
  nChanged 587
		SP:Iteration 31Q (32180.550000 sec): 3 clusters
  Score: Raw -8011678.835276 + Penalty 3720.666818 = -8007958.168458
  nChanged 505
		SP:Iteration 32Q (32181.240000 sec): 3 clusters
  Score: Raw -8011951.183470 + Penalty 3720.666818 = -8008230.516652
  nChanged 424
		SP:Iteration 33Q (32181.910000 sec): 3 clusters
  Score: Raw -8012187.673151 + Penalty 3720.666818 = -8008467.006333
  nChanged 374
		SP:Iteration 34Q (32182.520000 sec): 3 clusters
  Score: Raw -8012398.286979 + Penalty 3720.666818 = -8008677.620161
  nChanged 306
		SP:Iteration 35Q (32183.180000 sec): 3 clusters
  Score: Raw -8012571.359795 + Penalty 3720.666818 = -8008850.692977
  nChanged 236
		SP:Iteration 36Q (32183.850000 sec): 3 clusters
  Score: Raw -8012701.960284 + Penalty 3720.666818 = -8008981.293466
  nChanged 189
		SP:Iteration 37Q (32184.510000 sec): 3 clusters
  Score: Raw -8012802.075299 + Penalty 3720.666818 = -8009081.408481
  nChanged 150
		SP:Iteration 38Q (32185.190000 sec): 3 clusters
  Score: Raw -8012889.363611 + Penalty 3720.666818 = -8009168.696793
  nChanged 122
		SP:Iteration 39Q (32185.910000 sec): 3 clusters
  Score: Raw -8012960.643250 + Penalty 3720.666818 = -8009239.976432
  nChanged 93
		SP:Iteration 40F (32186.690000 sec): 3 clusters
  Score: Raw -8013016.537573 + Penalty 3720.666818 = -8009295.870755
  nChanged 67
		SP:Iteration 41Q (32187.360000 sec): 3 clusters
  Score: Raw -8013056.659451 + Penalty 3720.666818 = -8009335.992633
  nChanged 56
		SP:Iteration 42Q (32188.010000 sec): 3 clusters
  Score: Raw -8013089.269474 + Penalty 3720.666818 = -8009368.602656
  nChanged 42
		SP:Iteration 43Q (32188.660000 sec): 3 clusters
  Score: Raw -8013113.018746 + Penalty 3720.666818 = -8009392.351928
  nChanged 37
		SP:Iteration 44Q (32189.480000 sec): 3 clusters
  Score: Raw -8013133.208206 + Penalty 3720.666818 = -8009412.541388
  nChanged 22
		SP:Iteration 45Q (32190.230000 sec): 3 clusters
  Score: Raw -8013146.478216 + Penalty 3720.666818 = -8009425.811398
  nChanged 24
		SP:Iteration 46Q (32191.060000 sec): 3 clusters
  Score: Raw -8013159.496764 + Penalty 3720.666818 = -8009438.829946
  nChanged 21
		SP:Iteration 47Q (32191.840000 sec): 3 clusters
  Score: Raw -8013171.069318 + Penalty 3720.666818 = -8009450.402500
  nChanged 22
		SP:Iteration 48Q (32192.660000 sec): 3 clusters
  Score: Raw -8013181.989503 + Penalty 3720.666818 = -8009461.322685
  nChanged 19
		SP:Iteration 49Q (32193.490000 sec): 3 clusters
  Score: Raw -8013191.965611 + Penalty 3720.666818 = -8009471.298793
  nChanged 14
		SP:Iteration 50Q (32194.210000 sec): 3 clusters
  Score: Raw -8013200.283366 + Penalty 3720.666818 = -8009479.616548
  nChanged 19
		SP:Iteration 51Q (32194.860000 sec): 3 clusters
  Score: Raw -8013213.085170 + Penalty 3720.666818 = -8009492.418352
  nChanged 13
		SP:Iteration 52Q (32195.540000 sec): 3 clusters
  Score: Raw -8013220.748508 + Penalty 3720.666818 = -8009500.081690
  nChanged 13
		SP:Iteration 53Q (32196.200000 sec): 3 clusters
  Score: Raw -8013230.995543 + Penalty 3720.666818 = -8009510.328725
  nChanged 14
		SP:Iteration 54Q (32196.810000 sec): 3 clusters
  Score: Raw -8013237.829592 + Penalty 3720.666818 = -8009517.162774
  nChanged 9
		SP:Iteration 55Q (32197.450000 sec): 3 clusters
  Score: Raw -8013243.295717 + Penalty 3720.666818 = -8009522.628899
  nChanged 8
		SP:Iteration 56Q (32198.100000 sec): 3 clusters
  Score: Raw -8013247.669933 + Penalty 3720.666818 = -8009527.003115
  nChanged 6
		SP:Iteration 57Q (32198.750000 sec): 3 clusters
  Score: Raw -8013252.261411 + Penalty 3720.666818 = -8009531.594593
  nChanged 12
		SP:Iteration 58Q (32199.350000 sec): 3 clusters
  Score: Raw -8013261.528268 + Penalty 3720.666818 = -8009540.861450
  nChanged 8
		SP:Iteration 59Q (32199.950000 sec): 3 clusters
  Score: Raw -8013267.050012 + Penalty 3720.666818 = -8009546.383194
  nChanged 9
		SP:Iteration 60F (32200.660000 sec): 3 clusters
  Score: Raw -8013273.402197 + Penalty 3720.666818 = -8009552.735379
  nChanged 7
		SP:Iteration 61Q (32201.280000 sec): 3 clusters
  Score: Raw -8013277.209222 + Penalty 3720.666818 = -8009556.542404
  nChanged 4
		SP:Iteration 62Q (32201.890000 sec): 3 clusters
  Score: Raw -8013280.546195 + Penalty 3720.666818 = -8009559.879377
  nChanged 5
		SP:Iteration 63Q (32202.490000 sec): 3 clusters
  Score: Raw -8013283.692029 + Penalty 3720.666818 = -8009563.025211
  nChanged 6
		SP:Iteration 64Q (32203.100000 sec): 3 clusters
  Score: Raw -8013287.461772 + Penalty 3720.666818 = -8009566.794954
  nChanged 4
		SP:Iteration 65Q (32203.680000 sec): 3 clusters
  Score: Raw -8013289.325463 + Penalty 3720.666818 = -8009568.658645
  nChanged 4
		SP:Iteration 66Q (32204.330000 sec): 3 clusters
  Score: Raw -8013292.339163 + Penalty 3720.666818 = -8009571.672344
  nChanged 4
		SP:Iteration 67Q (32205.020000 sec): 3 clusters
  Score: Raw -8013294.441812 + Penalty 3720.666818 = -8009573.774994
  nChanged 2
		SP:Iteration 68Q (32205.630000 sec): 3 clusters
  Score: Raw -8013295.577268 + Penalty 3720.666818 = -8009574.910450
  nChanged 0
		SP:Iteration 69F (32206.370000 sec): 3 clusters
  Score: Raw -8013295.577268 + Penalty 3720.666818 = -8009574.910450
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32206.480000 sec): 2 clusters
  Score: Raw -125460.007540 + Penalty 1202.600844 = -124257.406696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32206.600000 sec): 3 clusters
  Score: Raw -124832.856202 + Penalty 2405.201688 = -122427.654514
  nChanged 539
		SP:Iteration 1F (32206.740000 sec): 3 clusters
  Score: Raw -125208.166857 + Penalty 2405.201688 = -122802.965169
  nChanged 134
		SP:Iteration 2F (32206.950000 sec): 3 clusters
  Score: Raw -125296.938243 + Penalty 2405.201688 = -122891.736555
  nChanged 62
		SP:Iteration 3Q (32207.070000 sec): 3 clusters
  Score: Raw -125338.895707 + Penalty 2405.201688 = -122933.694019
  nChanged 49
		SP:Iteration 4Q (32207.230000 sec): 3 clusters
  Score: Raw -125369.573742 + Penalty 2405.201688 = -122964.372054
  nChanged 27
		SP:Iteration 5Q (32207.410000 sec): 3 clusters
  Score: Raw -125386.639443 + Penalty 2405.201688 = -122981.437756
  nChanged 22
		SP:Iteration 6Q (32207.580000 sec): 3 clusters
  Score: Raw -125399.069934 + Penalty 2405.201688 = -122993.868247
  nChanged 17
		SP:Iteration 7Q (32207.760000 sec): 3 clusters
  Score: Raw -125408.195182 + Penalty 2405.201688 = -123002.993494
  nChanged 10
		SP:Iteration 8Q (32207.950000 sec): 3 clusters
  Score: Raw -125412.875832 + Penalty 2405.201688 = -123007.674144
  nChanged 8
		SP:Iteration 9Q (32208.090000 sec): 3 clusters
  Score: Raw -125418.801850 + Penalty 2405.201688 = -123013.600162
  nChanged 7
		SP:Iteration 10Q (32208.220000 sec): 3 clusters
  Score: Raw -125424.372328 + Penalty 2405.201688 = -123019.170640
  nChanged 6
		SP:Iteration 11Q (32208.410000 sec): 3 clusters
  Score: Raw -125427.035448 + Penalty 2405.201688 = -123021.833761
  nChanged 3
		SP:Iteration 12Q (32208.600000 sec): 3 clusters
  Score: Raw -125428.289345 + Penalty 2405.201688 = -123023.087658
  nChanged 3
		SP:Iteration 13Q (32208.790000 sec): 3 clusters
  Score: Raw -125430.663896 + Penalty 2405.201688 = -123025.462208
  nChanged 4
		SP:Iteration 14Q (32208.980000 sec): 3 clusters
  Score: Raw -125433.278121 + Penalty 2405.201688 = -123028.076433
  nChanged 7
		SP:Iteration 15Q (32209.130000 sec): 3 clusters
  Score: Raw -125437.806805 + Penalty 2405.201688 = -123032.605117
  nChanged 9
		SP:Iteration 16Q (32209.350000 sec): 3 clusters
  Score: Raw -125443.751258 + Penalty 2405.201688 = -123038.549570
  nChanged 6
		SP:Iteration 17Q (32209.580000 sec): 3 clusters
  Score: Raw -125447.742676 + Penalty 2405.201688 = -123042.540988
  nChanged 3
		SP:Iteration 18Q (32209.770000 sec): 3 clusters
  Score: Raw -125449.901629 + Penalty 2405.201688 = -123044.699941
  nChanged 7
		SP:Iteration 19Q (32209.930000 sec): 3 clusters
  Score: Raw -125454.393262 + Penalty 2405.201688 = -123049.191574
  nChanged 6
		SP:Iteration 20F (32210.100000 sec): 3 clusters
  Score: Raw -125456.828912 + Penalty 2405.201688 = -123051.627224
  nChanged 5
		SP:Iteration 21Q (32210.250000 sec): 3 clusters
  Score: Raw -125459.605636 + Penalty 2405.201688 = -123054.403948
  nChanged 6
		SP:Iteration 22Q (32210.430000 sec): 3 clusters
  Score: Raw -125464.310428 + Penalty 2405.201688 = -123059.108740
  nChanged 7
		SP:Iteration 23Q (32210.570000 sec): 3 clusters
  Score: Raw -125468.122263 + Penalty 2405.201688 = -123062.920575
  nChanged 2
		SP:Iteration 24Q (32210.710000 sec): 3 clusters
  Score: Raw -125469.083381 + Penalty 2405.201688 = -123063.881693
  nChanged 2
		SP:Iteration 25Q (32210.840000 sec): 3 clusters
  Score: Raw -125469.940970 + Penalty 2405.201688 = -123064.739282
  nChanged 5
		SP:Iteration 26Q (32210.970000 sec): 3 clusters
  Score: Raw -125471.714055 + Penalty 2405.201688 = -123066.512367
  nChanged 5
		SP:Iteration 27Q (32211.150000 sec): 3 clusters
  Score: Raw -125473.642692 + Penalty 2405.201688 = -123068.441004
  nChanged 2
		SP:Iteration 28Q (32211.320000 sec): 3 clusters
  Score: Raw -125474.292158 + Penalty 2405.201688 = -123069.090470
  nChanged 1
		SP:Iteration 29Q (32211.500000 sec): 3 clusters
  Score: Raw -125474.502671 + Penalty 2405.201688 = -123069.300983
  nChanged 1
		SP:Iteration 30Q (32211.700000 sec): 3 clusters
  Score: Raw -125474.794275 + Penalty 2405.201688 = -123069.592588
  nChanged 1
		SP:Iteration 31Q (32211.850000 sec): 3 clusters
  Score: Raw -125475.319133 + Penalty 2405.201688 = -123070.117445
  nChanged 1
		SP:Iteration 32Q (32212.030000 sec): 3 clusters
  Score: Raw -125475.992792 + Penalty 2405.201688 = -123070.791104
  nChanged 0
		SP:Iteration 33F (32212.210000 sec): 3 clusters
  Score: Raw -125475.992792 + Penalty 2405.201688 = -123070.791104
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32212.350000 sec): 2 clusters
  Score: Raw -206746.535057 + Penalty 1303.240524 = -205443.294533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32212.540000 sec): 3 clusters
  Score: Raw -205342.869118 + Penalty 2606.481048 = -202736.388070
  nChanged 1156
		SP:Iteration 1F (32212.720000 sec): 3 clusters
  Score: Raw -206381.194942 + Penalty 2606.481048 = -203774.713894
  nChanged 349
		SP:Iteration 2F (32212.900000 sec): 3 clusters
  Score: Raw -206839.174064 + Penalty 2606.481048 = -204232.693016
  nChanged 233
		SP:Iteration 3F (32213.090000 sec): 3 clusters
  Score: Raw -207048.460981 + Penalty 2606.481048 = -204441.979932
  nChanged 149
		SP:Iteration 4Q (32213.240000 sec): 3 clusters
  Score: Raw -207195.973450 + Penalty 2606.481048 = -204589.492402
  nChanged 132
		SP:Iteration 5Q (32213.450000 sec): 3 clusters
  Score: Raw -207317.315728 + Penalty 2606.481048 = -204710.834679
  nChanged 110
		SP:Iteration 6Q (32213.620000 sec): 3 clusters
  Score: Raw -207424.269070 + Penalty 2606.481048 = -204817.788021
  nChanged 78
		SP:Iteration 7Q (32213.830000 sec): 3 clusters
  Score: Raw -207490.315392 + Penalty 2606.481048 = -204883.834344
  nChanged 58
		SP:Iteration 8Q (32214.020000 sec): 3 clusters
  Score: Raw -207538.310212 + Penalty 2606.481048 = -204931.829163
  nChanged 46
		SP:Iteration 9Q (32214.140000 sec): 3 clusters
  Score: Raw -207567.752679 + Penalty 2606.481048 = -204961.271631
  nChanged 31
		SP:Iteration 10Q (32214.310000 sec): 3 clusters
  Score: Raw -207586.260895 + Penalty 2606.481048 = -204979.779846
  nChanged 21
		SP:Iteration 11Q (32214.490000 sec): 3 clusters
  Score: Raw -207597.047220 + Penalty 2606.481048 = -204990.566171
  nChanged 17
		SP:Iteration 12Q (32214.660000 sec): 3 clusters
  Score: Raw -207602.917976 + Penalty 2606.481048 = -204996.436928
  nChanged 11
		SP:Iteration 13Q (32214.840000 sec): 3 clusters
  Score: Raw -207607.552799 + Penalty 2606.481048 = -205001.071750
  nChanged 9
		SP:Iteration 14Q (32215.030000 sec): 3 clusters
  Score: Raw -207609.995778 + Penalty 2606.481048 = -205003.514730
  nChanged 3
		SP:Iteration 15Q (32215.190000 sec): 3 clusters
  Score: Raw -207610.817886 + Penalty 2606.481048 = -205004.336837
  nChanged 2
		SP:Iteration 16Q (32215.370000 sec): 3 clusters
  Score: Raw -207611.148261 + Penalty 2606.481048 = -205004.667212
  nChanged 0
		SP:Iteration 17F (32215.550000 sec): 3 clusters
  Score: Raw -207611.148261 + Penalty 2606.481048 = -205004.667212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32215.650000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32215.880000 sec): 3 clusters
  Score: Raw -11645.138147 + Penalty 1624.093989 = -10021.044158
  nChanged 13
		SP:Iteration 1F (32216.040000 sec): 3 clusters
  Score: Raw -11679.063405 + Penalty 1624.093989 = -10054.969416
  nChanged 2
		SP:Iteration 2Q (32216.230000 sec): 3 clusters
  Score: Raw -11684.915497 + Penalty 1624.093989 = -10060.821508
  nChanged 1
		SP:Iteration 3Q (32216.400000 sec): 3 clusters
  Score: Raw -11687.992952 + Penalty 1624.093989 = -10063.898963
  nChanged 0
		SP:Iteration 4F (32216.630000 sec): 3 clusters
  Score: Raw -11687.992952 + Penalty 1624.093989 = -10063.898963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32216.710000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32216.900000 sec): 3 clusters
  Score: Raw -93807.065108 + Penalty 2299.087965 = -91507.977143
  nChanged 387
		SP:Iteration 1F (32217.090000 sec): 3 clusters
  Score: Raw -94112.457013 + Penalty 2299.087965 = -91813.369048
  nChanged 82
		SP:Iteration 2F (32217.250000 sec): 3 clusters
  Score: Raw -94198.073550 + Penalty 2299.087965 = -91898.985585
  nChanged 50
		SP:Iteration 3Q (32217.430000 sec): 3 clusters
  Score: Raw -94242.323905 + Penalty 2299.087965 = -91943.235940
  nChanged 32
		SP:Iteration 4Q (32217.610000 sec): 3 clusters
  Score: Raw -94277.341001 + Penalty 2299.087965 = -91978.253036
  nChanged 34
		SP:Iteration 5Q (32217.770000 sec): 3 clusters
  Score: Raw -94304.186395 + Penalty 2299.087965 = -92005.098430
  nChanged 16
		SP:Iteration 6Q (32217.990000 sec): 3 clusters
  Score: Raw -94315.067458 + Penalty 2299.087965 = -92015.979492
  nChanged 10
		SP:Iteration 7Q (32218.160000 sec): 3 clusters
  Score: Raw -94325.491724 + Penalty 2299.087965 = -92026.403759
  nChanged 13
		SP:Iteration 8Q (32218.370000 sec): 3 clusters
  Score: Raw -94332.794955 + Penalty 2299.087965 = -92033.706990
  nChanged 8
		SP:Iteration 9Q (32218.530000 sec): 3 clusters
  Score: Raw -94337.896579 + Penalty 2299.087965 = -92038.808614
  nChanged 5
		SP:Iteration 10Q (32218.680000 sec): 3 clusters
  Score: Raw -94341.068827 + Penalty 2299.087965 = -92041.980861
  nChanged 5
		SP:Iteration 11Q (32218.840000 sec): 3 clusters
  Score: Raw -94344.483206 + Penalty 2299.087965 = -92045.395241
  nChanged 4
		SP:Iteration 12Q (32218.990000 sec): 3 clusters
  Score: Raw -94347.346721 + Penalty 2299.087965 = -92048.258755
  nChanged 2
		SP:Iteration 13Q (32219.140000 sec): 3 clusters
  Score: Raw -94348.167375 + Penalty 2299.087965 = -92049.079410
  nChanged 3
		SP:Iteration 14Q (32219.290000 sec): 3 clusters
  Score: Raw -94349.347771 + Penalty 2299.087965 = -92050.259806
  nChanged 3
		SP:Iteration 15Q (32219.440000 sec): 3 clusters
  Score: Raw -94349.914653 + Penalty 2299.087965 = -92050.826687
  nChanged 0
		SP:Iteration 16F (32219.600000 sec): 3 clusters
  Score: Raw -94349.914653 + Penalty 2299.087965 = -92050.826687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32219.680000 sec): 2 clusters
  Score: Raw -146885.490925 + Penalty 1237.726069 = -145647.764856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32219.820000 sec): 3 clusters
  Score: Raw -146024.099035 + Penalty 2475.452138 = -143548.646897
  nChanged 731
		SP:Iteration 1F (32219.970000 sec): 3 clusters
  Score: Raw -146557.700400 + Penalty 2475.452138 = -144082.248263
  nChanged 167
		SP:Iteration 2F (32220.120000 sec): 3 clusters
  Score: Raw -146692.476343 + Penalty 2475.452138 = -144217.024205
  nChanged 102
		SP:Iteration 3F (32220.260000 sec): 3 clusters
  Score: Raw -146782.494351 + Penalty 2475.452138 = -144307.042213
  nChanged 80
		SP:Iteration 4Q (32220.410000 sec): 3 clusters
  Score: Raw -146838.277987 + Penalty 2475.452138 = -144362.825849
  nChanged 48
		SP:Iteration 5Q (32220.550000 sec): 3 clusters
  Score: Raw -146866.340599 + Penalty 2475.452138 = -144390.888461
  nChanged 37
		SP:Iteration 6Q (32220.720000 sec): 3 clusters
  Score: Raw -146887.758532 + Penalty 2475.452138 = -144412.306395
  nChanged 31
		SP:Iteration 7Q (32220.900000 sec): 3 clusters
  Score: Raw -146904.614814 + Penalty 2475.452138 = -144429.162677
  nChanged 26
		SP:Iteration 8Q (32221.040000 sec): 3 clusters
  Score: Raw -146917.808228 + Penalty 2475.452138 = -144442.356090
  nChanged 19
		SP:Iteration 9Q (32221.190000 sec): 3 clusters
  Score: Raw -146929.592496 + Penalty 2475.452138 = -144454.140359
  nChanged 18
		SP:Iteration 10Q (32221.330000 sec): 3 clusters
  Score: Raw -146938.014755 + Penalty 2475.452138 = -144462.562618
  nChanged 13
		SP:Iteration 11Q (32221.480000 sec): 3 clusters
  Score: Raw -146945.917837 + Penalty 2475.452138 = -144470.465700
  nChanged 13
		SP:Iteration 12Q (32221.620000 sec): 3 clusters
  Score: Raw -146952.840509 + Penalty 2475.452138 = -144477.388372
  nChanged 8
		SP:Iteration 13Q (32221.760000 sec): 3 clusters
  Score: Raw -146956.275170 + Penalty 2475.452138 = -144480.823032
  nChanged 5
		SP:Iteration 14Q (32221.910000 sec): 3 clusters
  Score: Raw -146958.509116 + Penalty 2475.452138 = -144483.056978
  nChanged 8
		SP:Iteration 15Q (32222.090000 sec): 3 clusters
  Score: Raw -146963.539139 + Penalty 2475.452138 = -144488.087002
  nChanged 12
		SP:Iteration 16Q (32222.240000 sec): 3 clusters
  Score: Raw -146969.637869 + Penalty 2475.452138 = -144494.185731
  nChanged 12
		SP:Iteration 17Q (32222.380000 sec): 3 clusters
  Score: Raw -146975.863868 + Penalty 2475.452138 = -144500.411730
  nChanged 8
		SP:Iteration 18Q (32222.530000 sec): 3 clusters
  Score: Raw -146980.629356 + Penalty 2475.452138 = -144505.177218
  nChanged 5
		SP:Iteration 19Q (32222.670000 sec): 3 clusters
  Score: Raw -146983.235738 + Penalty 2475.452138 = -144507.783600
  nChanged 5
		SP:Iteration 20F (32222.820000 sec): 3 clusters
  Score: Raw -146984.761175 + Penalty 2475.452138 = -144509.309038
  nChanged 5
		SP:Iteration 21Q (32222.960000 sec): 3 clusters
  Score: Raw -146986.169536 + Penalty 2475.452138 = -144510.717399
  nChanged 4
		SP:Iteration 22Q (32223.100000 sec): 3 clusters
  Score: Raw -146987.212694 + Penalty 2475.452138 = -144511.760556
  nChanged 2
		SP:Iteration 23Q (32223.250000 sec): 3 clusters
  Score: Raw -146988.840304 + Penalty 2475.452138 = -144513.388166
  nChanged 3
		SP:Iteration 24Q (32223.390000 sec): 3 clusters
  Score: Raw -146989.812216 + Penalty 2475.452138 = -144514.360078
  nChanged 4
		SP:Iteration 25Q (32223.540000 sec): 3 clusters
  Score: Raw -146991.421920 + Penalty 2475.452138 = -144515.969782
  nChanged 3
		SP:Iteration 26Q (32223.680000 sec): 3 clusters
  Score: Raw -146992.485840 + Penalty 2475.452138 = -144517.033702
  nChanged 2
		SP:Iteration 27Q (32223.840000 sec): 3 clusters
  Score: Raw -146992.853743 + Penalty 2475.452138 = -144517.401605
  nChanged 0
		SP:Iteration 28F (32224.020000 sec): 3 clusters
  Score: Raw -146992.853743 + Penalty 2475.452138 = -144517.401605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32224.100000 sec): 2 clusters
  Score: Raw -24760.321635 + Penalty 930.612759 = -23829.708876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32224.260000 sec): 3 clusters
  Score: Raw -24781.619369 + Penalty 1861.225518 = -22920.393851
  nChanged 40
		SP:Iteration 1F (32224.410000 sec): 3 clusters
  Score: Raw -24869.152208 + Penalty 1861.225518 = -23007.926690
  nChanged 11
		SP:Iteration 2Q (32224.570000 sec): 3 clusters
  Score: Raw -24890.663978 + Penalty 1861.225518 = -23029.438460
  nChanged 6
		SP:Iteration 3Q (32224.730000 sec): 3 clusters
  Score: Raw -24911.596336 + Penalty 1861.225518 = -23050.370818
  nChanged 5
		SP:Iteration 4Q (32224.880000 sec): 3 clusters
  Score: Raw -24927.869845 + Penalty 1861.225518 = -23066.644327
  nChanged 6
		SP:Iteration 5Q (32225.040000 sec): 3 clusters
  Score: Raw -24957.762534 + Penalty 1861.225518 = -23096.537017
  nChanged 5
		SP:Iteration 6Q (32225.200000 sec): 3 clusters
  Score: Raw -24967.220537 + Penalty 1861.225518 = -23105.995019
  nChanged 2
		SP:Iteration 7Q (32225.360000 sec): 3 clusters
  Score: Raw -24969.415586 + Penalty 1861.225518 = -23108.190068
  nChanged 1
		SP:Iteration 8Q (32225.520000 sec): 3 clusters
  Score: Raw -24970.644166 + Penalty 1861.225518 = -23109.418648
  nChanged 0
		SP:Iteration 9F (32225.670000 sec): 3 clusters
  Score: Raw -24970.644166 + Penalty 1861.225518 = -23109.418648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32225.750000 sec): 2 clusters
  Score: Raw -31870.137013 + Penalty 1003.915919 = -30866.221094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32225.910000 sec): 3 clusters
  Score: Raw -31787.960117 + Penalty 2007.831837 = -29780.128280
  nChanged 114
		SP:Iteration 1F (32226.060000 sec): 3 clusters
  Score: Raw -32047.553587 + Penalty 2007.831837 = -30039.721750
  nChanged 44
		SP:Iteration 2F (32226.220000 sec): 3 clusters
  Score: Raw -32138.148689 + Penalty 2007.831837 = -30130.316852
  nChanged 18
		SP:Iteration 3Q (32226.380000 sec): 3 clusters
  Score: Raw -32178.026644 + Penalty 2007.831837 = -30170.194807
  nChanged 14
		SP:Iteration 4Q (32226.540000 sec): 3 clusters
  Score: Raw -32216.690948 + Penalty 2007.831837 = -30208.859111
  nChanged 13
		SP:Iteration 5Q (32226.700000 sec): 3 clusters
  Score: Raw -32253.393008 + Penalty 2007.831837 = -30245.561171
  nChanged 9
		SP:Iteration 6Q (32226.850000 sec): 3 clusters
  Score: Raw -32291.499576 + Penalty 2007.831837 = -30283.667739
  nChanged 11
		SP:Iteration 7Q (32227.010000 sec): 3 clusters
  Score: Raw -32351.356590 + Penalty 2007.831837 = -30343.524753
  nChanged 11
		SP:Iteration 8Q (32227.150000 sec): 3 clusters
  Score: Raw -32404.131043 + Penalty 2007.831837 = -30396.299206
  nChanged 14
		SP:Iteration 9Q (32227.340000 sec): 3 clusters
  Score: Raw -32479.227414 + Penalty 2007.831837 = -30471.395577
  nChanged 14
		SP:Iteration 10Q (32227.500000 sec): 3 clusters
  Score: Raw -32553.815794 + Penalty 2007.831837 = -30545.983957
  nChanged 15
		SP:Iteration 11Q (32227.640000 sec): 3 clusters
  Score: Raw -32617.463210 + Penalty 2007.831837 = -30609.631373
  nChanged 11
		SP:Iteration 12Q (32227.850000 sec): 3 clusters
  Score: Raw -32665.086546 + Penalty 2007.831837 = -30657.254709
  nChanged 9
		SP:Iteration 13Q (32228.030000 sec): 3 clusters
  Score: Raw -32701.332202 + Penalty 2007.831837 = -30693.500365
  nChanged 7
		SP:Iteration 14Q (32228.180000 sec): 3 clusters
  Score: Raw -32725.689443 + Penalty 2007.831837 = -30717.857606
  nChanged 3
		SP:Iteration 15Q (32228.400000 sec): 3 clusters
  Score: Raw -32737.740738 + Penalty 2007.831837 = -30729.908901
  nChanged 5
		SP:Iteration 16Q (32228.520000 sec): 3 clusters
  Score: Raw -32750.565681 + Penalty 2007.831837 = -30742.733844
  nChanged 1
		SP:Iteration 17Q (32228.680000 sec): 3 clusters
  Score: Raw -32751.895357 + Penalty 2007.831837 = -30744.063520
  nChanged 0
		SP:Iteration 18F (32228.910000 sec): 3 clusters
  Score: Raw -32751.895357 + Penalty 2007.831837 = -30744.063520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32229.030000 sec): 2 clusters
  Score: Raw -115825.606510 + Penalty 1180.291063 = -114645.315447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32229.200000 sec): 3 clusters
  Score: Raw -115259.268606 + Penalty 2360.582126 = -112898.686480
  nChanged 481
		SP:Iteration 1F (32229.360000 sec): 3 clusters
  Score: Raw -115620.893145 + Penalty 2360.582126 = -113260.311020
  nChanged 123
		SP:Iteration 2F (32229.500000 sec): 3 clusters
  Score: Raw -115772.179617 + Penalty 2360.582126 = -113411.597491
  nChanged 84
		SP:Iteration 3F (32229.680000 sec): 3 clusters
  Score: Raw -115895.854194 + Penalty 2360.582126 = -113535.272068
  nChanged 77
		SP:Iteration 4F (32229.890000 sec): 3 clusters
  Score: Raw -116033.415919 + Penalty 2360.582126 = -113672.833793
  nChanged 85
		SP:Iteration 5F (32230.020000 sec): 3 clusters
  Score: Raw -116174.229978 + Penalty 2360.582126 = -113813.647852
  nChanged 77
		SP:Iteration 6F (32230.230000 sec): 3 clusters
  Score: Raw -116272.226528 + Penalty 2360.582126 = -113911.644403
  nChanged 74
		SP:Iteration 7F (32230.400000 sec): 3 clusters
  Score: Raw -116397.572577 + Penalty 2360.582126 = -114036.990452
  nChanged 76
		SP:Iteration 8F (32230.570000 sec): 3 clusters
  Score: Raw -116552.908279 + Penalty 2360.582126 = -114192.326154
  nChanged 67
		SP:Iteration 9Q (32230.700000 sec): 3 clusters
  Score: Raw -116667.047325 + Penalty 2360.582126 = -114306.465199
  nChanged 36
		SP:Iteration 10Q (32230.870000 sec): 3 clusters
  Score: Raw -116723.323824 + Penalty 2360.582126 = -114362.741698
  nChanged 34
		SP:Iteration 11Q (32231.020000 sec): 3 clusters
  Score: Raw -116779.229941 + Penalty 2360.582126 = -114418.647815
  nChanged 30
		SP:Iteration 12Q (32231.200000 sec): 3 clusters
  Score: Raw -116818.747580 + Penalty 2360.582126 = -114458.165454
  nChanged 16
		SP:Iteration 13Q (32231.300000 sec): 3 clusters
  Score: Raw -116843.324645 + Penalty 2360.582126 = -114482.742520
  nChanged 15
		SP:Iteration 14Q (32231.510000 sec): 3 clusters
  Score: Raw -116870.404117 + Penalty 2360.582126 = -114509.821992
  nChanged 10
		SP:Iteration 15Q (32231.690000 sec): 3 clusters
  Score: Raw -116888.061013 + Penalty 2360.582126 = -114527.478887
  nChanged 9
		SP:Iteration 16Q (32231.820000 sec): 3 clusters
  Score: Raw -116912.249323 + Penalty 2360.582126 = -114551.667197
  nChanged 8
		SP:Iteration 17Q (32232.010000 sec): 3 clusters
  Score: Raw -116935.859421 + Penalty 2360.582126 = -114575.277295
  nChanged 8
		SP:Iteration 18Q (32232.200000 sec): 3 clusters
  Score: Raw -116955.723121 + Penalty 2360.582126 = -114595.140995
  nChanged 9
		SP:Iteration 19Q (32232.370000 sec): 3 clusters
  Score: Raw -116974.753909 + Penalty 2360.582126 = -114614.171783
  nChanged 7
		SP:Iteration 20F (32232.560000 sec): 3 clusters
  Score: Raw -116988.011415 + Penalty 2360.582126 = -114627.429289
  nChanged 3
		SP:Iteration 21Q (32232.750000 sec): 3 clusters
  Score: Raw -116992.642833 + Penalty 2360.582126 = -114632.060707
  nChanged 1
		SP:Iteration 22Q (32232.940000 sec): 3 clusters
  Score: Raw -116993.096303 + Penalty 2360.582126 = -114632.514177
  nChanged 0
		SP:Iteration 23F (32233.060000 sec): 3 clusters
  Score: Raw -116993.096303 + Penalty 2360.582126 = -114632.514177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32233.170000 sec): 2 clusters
  Score: Raw -11290.782345 + Penalty 842.039827 = -10448.742518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32233.350000 sec): 3 clusters
  Score: Raw -11444.005809 + Penalty 1684.079654 = -9759.926155
  nChanged 27
		SP:Iteration 1F (32233.490000 sec): 3 clusters
  Score: Raw -11540.475759 + Penalty 1684.079654 = -9856.396105
  nChanged 9
		SP:Iteration 2F (32233.650000 sec): 3 clusters
  Score: Raw -11616.922837 + Penalty 1684.079654 = -9932.843183
  nChanged 3
		SP:Iteration 3Q (32233.900000 sec): 3 clusters
  Score: Raw -11623.234772 + Penalty 1684.079654 = -9939.155119
  nChanged 2
		SP:Iteration 4Q (32234.100000 sec): 3 clusters
  Score: Raw -11627.079016 + Penalty 1684.079654 = -9942.999362
  nChanged 2
		SP:Iteration 5Q (32234.310000 sec): 3 clusters
  Score: Raw -11632.892359 + Penalty 1684.079654 = -9948.812705
  nChanged 0
		SP:Iteration 6F (32234.510000 sec): 3 clusters
  Score: Raw -11632.892359 + Penalty 1684.079654 = -9948.812705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32234.580000 sec): 2 clusters
  Score: Raw -182131.595338 + Penalty 1242.377126 = -180889.218212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32234.780000 sec): 3 clusters
  Score: Raw -181212.065441 + Penalty 2484.754252 = -178727.311189
  nChanged 721
		SP:Iteration 1F (32234.940000 sec): 3 clusters
  Score: Raw -181671.686969 + Penalty 2484.754252 = -179186.932717
  nChanged 151
		SP:Iteration 2F (32235.080000 sec): 3 clusters
  Score: Raw -181781.567238 + Penalty 2484.754252 = -179296.812986
  nChanged 95
		SP:Iteration 3Q (32235.260000 sec): 3 clusters
  Score: Raw -181837.078426 + Penalty 2484.754252 = -179352.324174
  nChanged 66
		SP:Iteration 4Q (32235.440000 sec): 3 clusters
  Score: Raw -181877.416666 + Penalty 2484.754252 = -179392.662413
  nChanged 48
		SP:Iteration 5Q (32235.600000 sec): 3 clusters
  Score: Raw -181904.161940 + Penalty 2484.754252 = -179419.407687
  nChanged 40
		SP:Iteration 6Q (32235.760000 sec): 3 clusters
  Score: Raw -181928.601404 + Penalty 2484.754252 = -179443.847152
  nChanged 43
		SP:Iteration 7Q (32235.870000 sec): 3 clusters
  Score: Raw -181951.225936 + Penalty 2484.754252 = -179466.471684
  nChanged 35
		SP:Iteration 8Q (32235.970000 sec): 3 clusters
  Score: Raw -181973.662525 + Penalty 2484.754252 = -179488.908272
  nChanged 36
		SP:Iteration 9Q (32236.090000 sec): 3 clusters
  Score: Raw -181997.005426 + Penalty 2484.754252 = -179512.251174
  nChanged 36
		SP:Iteration 10Q (32236.210000 sec): 3 clusters
  Score: Raw -182022.597101 + Penalty 2484.754252 = -179537.842849
  nChanged 35
		SP:Iteration 11Q (32236.350000 sec): 3 clusters
  Score: Raw -182046.403533 + Penalty 2484.754252 = -179561.649280
  nChanged 32
		SP:Iteration 12Q (32236.450000 sec): 3 clusters
  Score: Raw -182069.448869 + Penalty 2484.754252 = -179584.694616
  nChanged 21
		SP:Iteration 13Q (32236.550000 sec): 3 clusters
  Score: Raw -182083.749996 + Penalty 2484.754252 = -179598.995744
  nChanged 19
		SP:Iteration 14Q (32236.640000 sec): 3 clusters
  Score: Raw -182093.215741 + Penalty 2484.754252 = -179608.461489
  nChanged 13
		SP:Iteration 15Q (32236.740000 sec): 3 clusters
  Score: Raw -182100.373931 + Penalty 2484.754252 = -179615.619678
  nChanged 10
		SP:Iteration 16Q (32236.880000 sec): 3 clusters
  Score: Raw -182106.839560 + Penalty 2484.754252 = -179622.085307
  nChanged 14
		SP:Iteration 17Q (32236.980000 sec): 3 clusters
  Score: Raw -182114.809655 + Penalty 2484.754252 = -179630.055402
  nChanged 11
		SP:Iteration 18Q (32237.070000 sec): 3 clusters
  Score: Raw -182123.241607 + Penalty 2484.754252 = -179638.487355
  nChanged 18
		SP:Iteration 19Q (32237.170000 sec): 3 clusters
  Score: Raw -182134.104527 + Penalty 2484.754252 = -179649.350274
  nChanged 15
		SP:Iteration 20F (32237.270000 sec): 3 clusters
  Score: Raw -182144.457268 + Penalty 2484.754252 = -179659.703015
  nChanged 23
		SP:Iteration 21Q (32237.380000 sec): 3 clusters
  Score: Raw -182159.442812 + Penalty 2484.754252 = -179674.688559
  nChanged 13
		SP:Iteration 22Q (32237.520000 sec): 3 clusters
  Score: Raw -182164.829339 + Penalty 2484.754252 = -179680.075086
  nChanged 9
		SP:Iteration 23Q (32237.660000 sec): 3 clusters
  Score: Raw -182171.497459 + Penalty 2484.754252 = -179686.743207
  nChanged 10
		SP:Iteration 24Q (32237.910000 sec): 3 clusters
  Score: Raw -182177.225347 + Penalty 2484.754252 = -179692.471094
  nChanged 9
		SP:Iteration 25Q (32238.090000 sec): 3 clusters
  Score: Raw -182182.426274 + Penalty 2484.754252 = -179697.672022
  nChanged 8
		SP:Iteration 26Q (32238.270000 sec): 3 clusters
  Score: Raw -182187.683698 + Penalty 2484.754252 = -179702.929445
  nChanged 6
		SP:Iteration 27Q (32238.430000 sec): 3 clusters
  Score: Raw -182191.991714 + Penalty 2484.754252 = -179707.237462
  nChanged 7
		SP:Iteration 28Q (32238.670000 sec): 3 clusters
  Score: Raw -182195.786972 + Penalty 2484.754252 = -179711.032720
  nChanged 7
		SP:Iteration 29Q (32238.850000 sec): 3 clusters
  Score: Raw -182200.291418 + Penalty 2484.754252 = -179715.537166
  nChanged 3
		SP:Iteration 30Q (32239.010000 sec): 3 clusters
  Score: Raw -182201.563273 + Penalty 2484.754252 = -179716.809021
  nChanged 3
		SP:Iteration 31Q (32239.210000 sec): 3 clusters
  Score: Raw -182202.961107 + Penalty 2484.754252 = -179718.206855
  nChanged 5
		SP:Iteration 32Q (32239.390000 sec): 3 clusters
  Score: Raw -182205.205062 + Penalty 2484.754252 = -179720.450809
  nChanged 3
		SP:Iteration 33Q (32239.620000 sec): 3 clusters
  Score: Raw -182206.988084 + Penalty 2484.754252 = -179722.233832
  nChanged 2
		SP:Iteration 34Q (32239.840000 sec): 3 clusters
  Score: Raw -182208.404452 + Penalty 2484.754252 = -179723.650200
  nChanged 4
		SP:Iteration 35Q (32239.930000 sec): 3 clusters
  Score: Raw -182211.312270 + Penalty 2484.754252 = -179726.558018
  nChanged 6
		SP:Iteration 36Q (32240.120000 sec): 3 clusters
  Score: Raw -182216.307468 + Penalty 2484.754252 = -179731.553216
  nChanged 8
		SP:Iteration 37Q (32240.350000 sec): 3 clusters
  Score: Raw -182224.093543 + Penalty 2484.754252 = -179739.339291
  nChanged 8
		SP:Iteration 38Q (32240.480000 sec): 3 clusters
  Score: Raw -182230.984294 + Penalty 2484.754252 = -179746.230041
  nChanged 12
		SP:Iteration 39Q (32240.680000 sec): 3 clusters
  Score: Raw -182239.702960 + Penalty 2484.754252 = -179754.948708
  nChanged 6
		SP:Iteration 40F (32240.820000 sec): 3 clusters
  Score: Raw -182244.419609 + Penalty 2484.754252 = -179759.665356
  nChanged 3
		SP:Iteration 41Q (32240.960000 sec): 3 clusters
  Score: Raw -182246.687860 + Penalty 2484.754252 = -179761.933608
  nChanged 2
		SP:Iteration 42Q (32241.100000 sec): 3 clusters
  Score: Raw -182247.426372 + Penalty 2484.754252 = -179762.672119
  nChanged 0
		SP:Iteration 43F (32241.260000 sec): 3 clusters
  Score: Raw -182247.426372 + Penalty 2484.754252 = -179762.672119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32241.450000 sec): 2 clusters
  Score: Raw -766703.729281 + Penalty 1476.221005 = -765227.508275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32241.770000 sec): 3 clusters
  Score: Raw -761788.220508 + Penalty 2952.442010 = -758835.778497
  nChanged 3769
		SP:Iteration 1F (32241.990000 sec): 3 clusters
  Score: Raw -764007.619126 + Penalty 2952.442010 = -761055.177115
  nChanged 747
		SP:Iteration 2F (32242.290000 sec): 3 clusters
  Score: Raw -764613.832349 + Penalty 2952.442010 = -761661.390338
  nChanged 770
		SP:Iteration 3F (32242.460000 sec): 3 clusters
  Score: Raw -765229.416368 + Penalty 2952.442010 = -762276.974357
  nChanged 667
		SP:Iteration 4F (32242.730000 sec): 3 clusters
  Score: Raw -765711.791698 + Penalty 2952.442010 = -762759.349688
  nChanged 515
		SP:Iteration 5F (32242.950000 sec): 3 clusters
  Score: Raw -766045.244978 + Penalty 2952.442010 = -763092.802968
  nChanged 388
		SP:Iteration 6Q (32243.140000 sec): 3 clusters
  Score: Raw -766236.520628 + Penalty 2952.442010 = -763284.078618
  nChanged 249
		SP:Iteration 7Q (32243.320000 sec): 3 clusters
  Score: Raw -766325.703213 + Penalty 2952.442010 = -763373.261202
  nChanged 145
		SP:Iteration 8Q (32243.490000 sec): 3 clusters
  Score: Raw -766365.277957 + Penalty 2952.442010 = -763412.835946
  nChanged 92
		SP:Iteration 9Q (32243.710000 sec): 3 clusters
  Score: Raw -766390.824434 + Penalty 2952.442010 = -763438.382423
  nChanged 80
		SP:Iteration 10Q (32243.970000 sec): 3 clusters
  Score: Raw -766409.007282 + Penalty 2952.442010 = -763456.565271
  nChanged 49
		SP:Iteration 11Q (32244.190000 sec): 3 clusters
  Score: Raw -766419.087239 + Penalty 2952.442010 = -763466.645229
  nChanged 43
		SP:Iteration 12Q (32244.430000 sec): 3 clusters
  Score: Raw -766425.933554 + Penalty 2952.442010 = -763473.491544
  nChanged 26
		SP:Iteration 13Q (32244.700000 sec): 3 clusters
  Score: Raw -766429.629418 + Penalty 2952.442010 = -763477.187407
  nChanged 22
		SP:Iteration 14Q (32244.920000 sec): 3 clusters
  Score: Raw -766433.370796 + Penalty 2952.442010 = -763480.928786
  nChanged 18
		SP:Iteration 15Q (32245.200000 sec): 3 clusters
  Score: Raw -766436.397624 + Penalty 2952.442010 = -763483.955613
  nChanged 17
		SP:Iteration 16Q (32245.410000 sec): 3 clusters
  Score: Raw -766438.704915 + Penalty 2952.442010 = -763486.262904
  nChanged 12
		SP:Iteration 17Q (32245.630000 sec): 3 clusters
  Score: Raw -766440.285817 + Penalty 2952.442010 = -763487.843807
  nChanged 6
		SP:Iteration 18Q (32245.850000 sec): 3 clusters
  Score: Raw -766441.443625 + Penalty 2952.442010 = -763489.001615
  nChanged 5
		SP:Iteration 19Q (32246.070000 sec): 3 clusters
  Score: Raw -766442.185310 + Penalty 2952.442010 = -763489.743300
  nChanged 7
		SP:Iteration 20F (32246.290000 sec): 3 clusters
  Score: Raw -766443.086310 + Penalty 2952.442010 = -763490.644300
  nChanged 6
		SP:Iteration 21Q (32246.480000 sec): 3 clusters
  Score: Raw -766443.640725 + Penalty 2952.442010 = -763491.198715
  nChanged 5
		SP:Iteration 22Q (32246.670000 sec): 3 clusters
  Score: Raw -766444.335588 + Penalty 2952.442010 = -763491.893578
  nChanged 8
		SP:Iteration 23Q (32246.930000 sec): 3 clusters
  Score: Raw -766445.475566 + Penalty 2952.442010 = -763493.033555
  nChanged 6
		SP:Iteration 24Q (32247.090000 sec): 3 clusters
  Score: Raw -766446.650265 + Penalty 2952.442010 = -763494.208255
  nChanged 8
		SP:Iteration 25Q (32247.290000 sec): 3 clusters
  Score: Raw -766448.030829 + Penalty 2952.442010 = -763495.588818
  nChanged 9
		SP:Iteration 26Q (32247.540000 sec): 3 clusters
  Score: Raw -766449.492148 + Penalty 2952.442010 = -763497.050138
  nChanged 9
		SP:Iteration 27Q (32247.780000 sec): 3 clusters
  Score: Raw -766450.964043 + Penalty 2952.442010 = -763498.522033
  nChanged 8
		SP:Iteration 28Q (32248.070000 sec): 3 clusters
  Score: Raw -766451.835529 + Penalty 2952.442010 = -763499.393518
  nChanged 8
		SP:Iteration 29Q (32248.270000 sec): 3 clusters
  Score: Raw -766453.074952 + Penalty 2952.442010 = -763500.632941
  nChanged 10
		SP:Iteration 30Q (32248.520000 sec): 3 clusters
  Score: Raw -766454.466141 + Penalty 2952.442010 = -763502.024131
  nChanged 8
		SP:Iteration 31Q (32248.810000 sec): 3 clusters
  Score: Raw -766455.473102 + Penalty 2952.442010 = -763503.031092
  nChanged 8
		SP:Iteration 32Q (32249.060000 sec): 3 clusters
  Score: Raw -766457.036510 + Penalty 2952.442010 = -763504.594499
  nChanged 8
		SP:Iteration 33Q (32249.260000 sec): 3 clusters
  Score: Raw -766458.066291 + Penalty 2952.442010 = -763505.624280
  nChanged 6
		SP:Iteration 34Q (32249.490000 sec): 3 clusters
  Score: Raw -766458.790321 + Penalty 2952.442010 = -763506.348310
  nChanged 1
		SP:Iteration 35Q (32249.730000 sec): 3 clusters
  Score: Raw -766458.865332 + Penalty 2952.442010 = -763506.423321
  nChanged 1
		SP:Iteration 36Q (32249.930000 sec): 3 clusters
  Score: Raw -766458.967239 + Penalty 2952.442010 = -763506.525229
  nChanged 1
		SP:Iteration 37Q (32250.140000 sec): 3 clusters
  Score: Raw -766459.159253 + Penalty 2952.442010 = -763506.717242
  nChanged 2
		SP:Iteration 38Q (32250.390000 sec): 3 clusters
  Score: Raw -766459.459884 + Penalty 2952.442010 = -763507.017873
  nChanged 1
		SP:Iteration 39Q (32250.640000 sec): 3 clusters
  Score: Raw -766459.680897 + Penalty 2952.442010 = -763507.238887
  nChanged 1
		SP:Iteration 40F (32250.880000 sec): 3 clusters
  Score: Raw -766459.819761 + Penalty 2952.442010 = -763507.377751
  nChanged 0
Deleting Class 97 (91 points): Lose 1040.062420 but Gain 2116.263048
Iteration 179Q (32328.340000 sec): 97 clusters
  Score: Raw -34897682.600611 + Penalty 203161.252603 = -34694521.348008
  nChanged 412
Iteration 180F (32430.120000 sec): 97 clusters
  Score: Raw -34898344.177806 + Penalty 203161.252603 = -34695182.925204
  nChanged 294
Iteration 181Q (32501.480000 sec): 97 clusters
  Score: Raw -34898512.512070 + Penalty 203161.252603 = -34695351.259467
  nChanged 169
Iteration 182Q (32570.950000 sec): 97 clusters
  Score: Raw -34898586.793914 + Penalty 203161.252603 = -34695425.541312
  nChanged 135
Iteration 183Q (32640.400000 sec): 97 clusters
  Score: Raw -34898636.126743 + Penalty 203161.252603 = -34695474.874140
  nChanged 114
Iteration 184Q (32709.100000 sec): 97 clusters
  Score: Raw -34898662.207720 + Penalty 203161.252603 = -34695500.955117
  nChanged 81
Iteration 185Q (32779.410000 sec): 97 clusters
  Score: Raw -34898682.584916 + Penalty 203161.252603 = -34695521.332314
  nChanged 87
Iteration 186Q (32838.630000 sec): 97 clusters
  Score: Raw -34898702.083160 + Penalty 203161.252603 = -34695540.830557
  nChanged 70
Iteration 187Q (32909.840000 sec): 97 clusters
  Score: Raw -34898712.841628 + Penalty 203161.252603 = -34695551.589025
  nChanged 52
Iteration 188Q (32979.590000 sec): 97 clusters
  Score: Raw -34898720.375541 + Penalty 203161.252603 = -34695559.122938
  nChanged 43
Iteration 189Q (33053.010000 sec): 97 clusters
  Score: Raw -34898726.936666 + Penalty 203161.252603 = -34695565.684063
  nChanged 30
Iteration 190Q (33121.920000 sec): 97 clusters
  Score: Raw -34898730.063368 + Penalty 203161.252603 = -34695568.810766
  nChanged 38
Iteration 191Q (33197.370000 sec): 97 clusters
  Score: Raw -34898734.280094 + Penalty 203161.252603 = -34695573.027491
  nChanged 28
Iteration 192Q (33264.890000 sec): 97 clusters
  Score: Raw -34898736.785762 + Penalty 203161.252603 = -34695575.533159
  nChanged 24
Iteration 193Q (33337.690000 sec): 97 clusters
  Score: Raw -34898739.605795 + Penalty 203161.252603 = -34695578.353193
  nChanged 25
Iteration 194Q (33404.690000 sec): 97 clusters
  Score: Raw -34898741.947891 + Penalty 203161.252603 = -34695580.695289
  nChanged 28
Iteration 195Q (33478.690000 sec): 97 clusters
  Score: Raw -34898745.638999 + Penalty 203161.252603 = -34695584.386397
  nChanged 32
Iteration 196Q (33546.960000 sec): 97 clusters
  Score: Raw -34898749.038996 + Penalty 203161.252603 = -34695587.786393
  nChanged 37
Iteration 197Q (33623.260000 sec): 97 clusters
  Score: Raw -34898752.514946 + Penalty 203161.252603 = -34695591.262343
  nChanged 33
Iteration 198Q (33693.750000 sec): 97 clusters
  Score: Raw -34898754.980534 + Penalty 203161.252603 = -34695593.727932
  nChanged 28
Iteration 199Q (33763.720000 sec): 97 clusters
  Score: Raw -34898756.697188 + Penalty 203161.252603 = -34695595.444586
  nChanged 26
Iteration 200F (33881.970000 sec): 97 clusters
  Score: Raw -34898757.880211 + Penalty 203161.252603 = -34695596.627608
  nChanged 23
Iteration 201Q (33955.770000 sec): 97 clusters
  Score: Raw -34898758.845989 + Penalty 203161.252603 = -34695597.593386
  nChanged 23
Iteration 202Q (34025.680000 sec): 97 clusters
  Score: Raw -34898759.828549 + Penalty 203161.252603 = -34695598.575947
  nChanged 25
Iteration 203Q (34110.350000 sec): 97 clusters
  Score: Raw -34898760.864623 + Penalty 203161.252603 = -34695599.612020
  nChanged 21
Iteration 204Q (34189.710000 sec): 97 clusters
  Score: Raw -34898762.551474 + Penalty 203161.252603 = -34695601.298871
  nChanged 20
Iteration 205Q (34257.330000 sec): 97 clusters
  Score: Raw -34898764.442918 + Penalty 203161.252603 = -34695603.190315
  nChanged 17
Iteration 206Q (34322.750000 sec): 97 clusters
  Score: Raw -34898765.786538 + Penalty 203161.252603 = -34695604.533936
  nChanged 13
Iteration 207Q (34402.540000 sec): 97 clusters
  Score: Raw -34898767.413299 + Penalty 203161.252603 = -34695606.160697
  nChanged 11
Iteration 208Q (34476.300000 sec): 97 clusters
  Score: Raw -34898767.776488 + Penalty 203161.252603 = -34695606.523885
  nChanged 8
Iteration 209Q (34540.560000 sec): 97 clusters
  Score: Raw -34898768.095034 + Penalty 203161.252603 = -34695606.842431
  nChanged 10
Iteration 210Q (34597.470000 sec): 97 clusters
  Score: Raw -34898768.386342 + Penalty 203161.252603 = -34695607.133739
  nChanged 17
Iteration 211Q (34661.590000 sec): 97 clusters
  Score: Raw -34898768.882758 + Penalty 203161.252603 = -34695607.630155
  nChanged 23
Iteration 212Q (34724.310000 sec): 97 clusters
  Score: Raw -34898769.436245 + Penalty 203161.252603 = -34695608.183642
  nChanged 16
Iteration 213Q (34796.340000 sec): 97 clusters
  Score: Raw -34898769.979874 + Penalty 203161.252603 = -34695608.727271
  nChanged 15
Iteration 214Q (34866.530000 sec): 97 clusters
  Score: Raw -34898770.694468 + Penalty 203161.252603 = -34695609.441865
  nChanged 17
Iteration 215Q (34952.420000 sec): 97 clusters
  Score: Raw -34898771.308450 + Penalty 203161.252603 = -34695610.055847
  nChanged 19
Iteration 216Q (35037.090000 sec): 97 clusters
  Score: Raw -34898773.479773 + Penalty 203161.252603 = -34695612.227170
  nChanged 20
Iteration 217Q (35108.170000 sec): 97 clusters
  Score: Raw -34898775.830753 + Penalty 203161.252603 = -34695614.578150
  nChanged 14
Iteration 218Q (35173.470000 sec): 97 clusters
  Score: Raw -34898777.282368 + Penalty 203161.252603 = -34695616.029765
  nChanged 13
Writing temp clu file 
Because OldScore, -34695614.578150, is greater than current (better) Score,-34695616.029765 
 Compute initial score before splitting:   Score: Raw -34898777.282368 + Penalty 203161.252603 = -34695616.029765
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35173.630000 sec): 2 clusters
  Score: Raw -163954.529065 + Penalty 1246.141180 = -162708.387885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35173.820000 sec): 3 clusters
  Score: Raw -163033.874368 + Penalty 2492.282360 = -160541.592008
  nChanged 774
		SP:Iteration 1F (35173.980000 sec): 3 clusters
  Score: Raw -163518.458162 + Penalty 2492.282360 = -161026.175802
  nChanged 160
		SP:Iteration 2F (35174.160000 sec): 3 clusters
  Score: Raw -163638.361039 + Penalty 2492.282360 = -161146.078679
  nChanged 111
		SP:Iteration 3F (35174.320000 sec): 3 clusters
  Score: Raw -163713.600218 + Penalty 2492.282360 = -161221.317858
  nChanged 86
		SP:Iteration 4Q (35174.460000 sec): 3 clusters
  Score: Raw -163763.926296 + Penalty 2492.282360 = -161271.643936
  nChanged 69
		SP:Iteration 5Q (35174.600000 sec): 3 clusters
  Score: Raw -163808.241103 + Penalty 2492.282360 = -161315.958743
  nChanged 65
		SP:Iteration 6Q (35174.770000 sec): 3 clusters
  Score: Raw -163844.057702 + Penalty 2492.282360 = -161351.775342
  nChanged 43
		SP:Iteration 7Q (35174.910000 sec): 3 clusters
  Score: Raw -163865.482848 + Penalty 2492.282360 = -161373.200488
  nChanged 37
		SP:Iteration 8Q (35175.060000 sec): 3 clusters
  Score: Raw -163885.353176 + Penalty 2492.282360 = -161393.070816
  nChanged 30
		SP:Iteration 9Q (35175.210000 sec): 3 clusters
  Score: Raw -163902.012125 + Penalty 2492.282360 = -161409.729765
  nChanged 25
		SP:Iteration 10Q (35175.410000 sec): 3 clusters
  Score: Raw -163915.960026 + Penalty 2492.282360 = -161423.677666
  nChanged 23
		SP:Iteration 11Q (35175.600000 sec): 3 clusters
  Score: Raw -163928.472800 + Penalty 2492.282360 = -161436.190439
  nChanged 28
		SP:Iteration 12Q (35175.700000 sec): 3 clusters
  Score: Raw -163944.711613 + Penalty 2492.282360 = -161452.429252
  nChanged 28
		SP:Iteration 13Q (35175.860000 sec): 3 clusters
  Score: Raw -163962.404395 + Penalty 2492.282360 = -161470.122035
  nChanged 32
		SP:Iteration 14Q (35175.950000 sec): 3 clusters
  Score: Raw -163983.296566 + Penalty 2492.282360 = -161491.014206
  nChanged 27
		SP:Iteration 15Q (35176.110000 sec): 3 clusters
  Score: Raw -163996.894701 + Penalty 2492.282360 = -161504.612341
  nChanged 25
		SP:Iteration 16Q (35176.260000 sec): 3 clusters
  Score: Raw -164008.708091 + Penalty 2492.282360 = -161516.425731
  nChanged 18
		SP:Iteration 17Q (35176.400000 sec): 3 clusters
  Score: Raw -164016.663552 + Penalty 2492.282360 = -161524.381192
  nChanged 20
		SP:Iteration 18Q (35176.500000 sec): 3 clusters
  Score: Raw -164027.809049 + Penalty 2492.282360 = -161535.526689
  nChanged 15
		SP:Iteration 19Q (35176.690000 sec): 3 clusters
  Score: Raw -164036.523014 + Penalty 2492.282360 = -161544.240654
  nChanged 9
		SP:Iteration 20F (35176.820000 sec): 3 clusters
  Score: Raw -164041.458564 + Penalty 2492.282360 = -161549.176204
  nChanged 11
		SP:Iteration 21Q (35176.960000 sec): 3 clusters
  Score: Raw -164046.755677 + Penalty 2492.282360 = -161554.473317
  nChanged 10
		SP:Iteration 22Q (35177.140000 sec): 3 clusters
  Score: Raw -164051.732969 + Penalty 2492.282360 = -161559.450609
  nChanged 12
		SP:Iteration 23Q (35177.310000 sec): 3 clusters
  Score: Raw -164057.973356 + Penalty 2492.282360 = -161565.690996
  nChanged 15
		SP:Iteration 24Q (35177.440000 sec): 3 clusters
  Score: Raw -164066.921346 + Penalty 2492.282360 = -161574.638986
  nChanged 18
		SP:Iteration 25Q (35177.560000 sec): 3 clusters
  Score: Raw -164078.180131 + Penalty 2492.282360 = -161585.897771
  nChanged 17
		SP:Iteration 26Q (35177.740000 sec): 3 clusters
  Score: Raw -164087.437520 + Penalty 2492.282360 = -161595.155159
  nChanged 10
		SP:Iteration 27Q (35177.880000 sec): 3 clusters
  Score: Raw -164093.657965 + Penalty 2492.282360 = -161601.375605
  nChanged 10
		SP:Iteration 28Q (35178.010000 sec): 3 clusters
  Score: Raw -164101.295389 + Penalty 2492.282360 = -161609.013029
  nChanged 10
		SP:Iteration 29Q (35178.160000 sec): 3 clusters
  Score: Raw -164107.844631 + Penalty 2492.282360 = -161615.562271
  nChanged 10
		SP:Iteration 30Q (35178.300000 sec): 3 clusters
  Score: Raw -164112.690789 + Penalty 2492.282360 = -161620.408429
  nChanged 7
		SP:Iteration 31Q (35178.440000 sec): 3 clusters
  Score: Raw -164115.461180 + Penalty 2492.282360 = -161623.178820
  nChanged 8
		SP:Iteration 32Q (35178.580000 sec): 3 clusters
  Score: Raw -164120.455928 + Penalty 2492.282360 = -161628.173568
  nChanged 5
		SP:Iteration 33Q (35178.730000 sec): 3 clusters
  Score: Raw -164123.200223 + Penalty 2492.282360 = -161630.917863
  nChanged 3
		SP:Iteration 34Q (35178.880000 sec): 3 clusters
  Score: Raw -164126.387281 + Penalty 2492.282360 = -161634.104920
  nChanged 4
		SP:Iteration 35Q (35179.040000 sec): 3 clusters
  Score: Raw -164129.008865 + Penalty 2492.282360 = -161636.726505
  nChanged 1
		SP:Iteration 36Q (35179.180000 sec): 3 clusters
  Score: Raw -164130.079160 + Penalty 2492.282360 = -161637.796800
  nChanged 5
		SP:Iteration 37Q (35179.340000 sec): 3 clusters
  Score: Raw -164132.665648 + Penalty 2492.282360 = -161640.383288
  nChanged 5
		SP:Iteration 38Q (35179.510000 sec): 3 clusters
  Score: Raw -164134.922007 + Penalty 2492.282360 = -161642.639647
  nChanged 4
		SP:Iteration 39Q (35179.720000 sec): 3 clusters
  Score: Raw -164136.725007 + Penalty 2492.282360 = -161644.442647
  nChanged 4
		SP:Iteration 40F (35179.870000 sec): 3 clusters
  Score: Raw -164141.125612 + Penalty 2492.282360 = -161648.843252
  nChanged 6
		SP:Iteration 41Q (35180.000000 sec): 3 clusters
  Score: Raw -164144.963287 + Penalty 2492.282360 = -161652.680927
  nChanged 7
		SP:Iteration 42Q (35180.180000 sec): 3 clusters
  Score: Raw -164149.371366 + Penalty 2492.282360 = -161657.089006
  nChanged 4
		SP:Iteration 43Q (35180.330000 sec): 3 clusters
  Score: Raw -164151.699613 + Penalty 2492.282360 = -161659.417253
  nChanged 5
		SP:Iteration 44Q (35180.480000 sec): 3 clusters
  Score: Raw -164156.361279 + Penalty 2492.282360 = -161664.078918
  nChanged 7
		SP:Iteration 45Q (35180.590000 sec): 3 clusters
  Score: Raw -164161.132064 + Penalty 2492.282360 = -161668.849704
  nChanged 4
		SP:Iteration 46Q (35180.770000 sec): 3 clusters
  Score: Raw -164162.572332 + Penalty 2492.282360 = -161670.289972
  nChanged 5
		SP:Iteration 47Q (35180.900000 sec): 3 clusters
  Score: Raw -164164.960099 + Penalty 2492.282360 = -161672.677739
  nChanged 2
		SP:Iteration 48Q (35181.040000 sec): 3 clusters
  Score: Raw -164166.179700 + Penalty 2492.282360 = -161673.897340
  nChanged 3
		SP:Iteration 49Q (35181.200000 sec): 3 clusters
  Score: Raw -164168.046931 + Penalty 2492.282360 = -161675.764571
  nChanged 2
		SP:Iteration 50Q (35181.380000 sec): 3 clusters
  Score: Raw -164169.821306 + Penalty 2492.282360 = -161677.538946
  nChanged 2
		SP:Iteration 51Q (35181.570000 sec): 3 clusters
  Score: Raw -164171.145875 + Penalty 2492.282360 = -161678.863515
  nChanged 2
		SP:Iteration 52Q (35181.740000 sec): 3 clusters
  Score: Raw -164171.867966 + Penalty 2492.282360 = -161679.585606
  nChanged 2
		SP:Iteration 53Q (35181.910000 sec): 3 clusters
  Score: Raw -164173.340017 + Penalty 2492.282360 = -161681.057657
  nChanged 3
		SP:Iteration 54Q (35182.070000 sec): 3 clusters
  Score: Raw -164174.670273 + Penalty 2492.282360 = -161682.387913
  nChanged 1
		SP:Iteration 55Q (35182.210000 sec): 3 clusters
  Score: Raw -164175.226487 + Penalty 2492.282360 = -161682.944127
  nChanged 1
		SP:Iteration 56Q (35182.400000 sec): 3 clusters
  Score: Raw -164175.564011 + Penalty 2492.282360 = -161683.281651
  nChanged 0
		SP:Iteration 57F (35182.560000 sec): 3 clusters
  Score: Raw -164175.564011 + Penalty 2492.282360 = -161683.281651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35182.760000 sec): 2 clusters
  Score: Raw -1508835.041509 + Penalty 1595.466666 = -1507239.574843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35183.000000 sec): 3 clusters
  Score: Raw -1497825.068923 + Penalty 3190.933333 = -1494634.135591
  nChanged 8223
		SP:Iteration 1F (35183.250000 sec): 3 clusters
  Score: Raw -1502414.254587 + Penalty 3190.933333 = -1499223.321255
  nChanged 1026
		SP:Iteration 2F (35183.470000 sec): 3 clusters
  Score: Raw -1502829.849178 + Penalty 3190.933333 = -1499638.915845
  nChanged 1014
		SP:Iteration 3F (35183.720000 sec): 3 clusters
  Score: Raw -1503269.249487 + Penalty 3190.933333 = -1500078.316154
  nChanged 1019
		SP:Iteration 4F (35183.970000 sec): 3 clusters
  Score: Raw -1503765.408224 + Penalty 3190.933333 = -1500574.474892
  nChanged 1046
		SP:Iteration 5F (35184.230000 sec): 3 clusters
  Score: Raw -1504341.472678 + Penalty 3190.933333 = -1501150.539345
  nChanged 1118
		SP:Iteration 6F (35184.480000 sec): 3 clusters
  Score: Raw -1505083.080552 + Penalty 3190.933333 = -1501892.147219
  nChanged 1161
		SP:Iteration 7F (35184.690000 sec): 3 clusters
  Score: Raw -1505928.163175 + Penalty 3190.933333 = -1502737.229843
  nChanged 1036
		SP:Iteration 8F (35184.910000 sec): 3 clusters
  Score: Raw -1506736.945979 + Penalty 3190.933333 = -1503546.012647
  nChanged 851
		SP:Iteration 9Q (35185.160000 sec): 3 clusters
  Score: Raw -1507437.757748 + Penalty 3190.933333 = -1504246.824415
  nChanged 663
		SP:Iteration 10Q (35185.480000 sec): 3 clusters
  Score: Raw -1508027.637499 + Penalty 3190.933333 = -1504836.704166
  nChanged 473
		SP:Iteration 11Q (35185.760000 sec): 3 clusters
  Score: Raw -1508465.009948 + Penalty 3190.933333 = -1505274.076615
  nChanged 271
		SP:Iteration 12Q (35186.010000 sec): 3 clusters
  Score: Raw -1508703.552226 + Penalty 3190.933333 = -1505512.618893
  nChanged 145
		SP:Iteration 13Q (35186.210000 sec): 3 clusters
  Score: Raw -1508817.883507 + Penalty 3190.933333 = -1505626.950174
  nChanged 79
		SP:Iteration 14Q (35186.480000 sec): 3 clusters
  Score: Raw -1508884.139513 + Penalty 3190.933333 = -1505693.206181
  nChanged 40
		SP:Iteration 15Q (35186.680000 sec): 3 clusters
  Score: Raw -1508927.657857 + Penalty 3190.933333 = -1505736.724524
  nChanged 31
		SP:Iteration 16Q (35186.960000 sec): 3 clusters
  Score: Raw -1508965.057494 + Penalty 3190.933333 = -1505774.124162
  nChanged 23
		SP:Iteration 17Q (35187.250000 sec): 3 clusters
  Score: Raw -1508989.255832 + Penalty 3190.933333 = -1505798.322499
  nChanged 20
		SP:Iteration 18Q (35187.530000 sec): 3 clusters
  Score: Raw -1509009.938753 + Penalty 3190.933333 = -1505819.005421
  nChanged 12
		SP:Iteration 19Q (35187.770000 sec): 3 clusters
  Score: Raw -1509022.741894 + Penalty 3190.933333 = -1505831.808561
  nChanged 4
		SP:Iteration 20F (35188.030000 sec): 3 clusters
  Score: Raw -1509024.624049 + Penalty 3190.933333 = -1505833.690717
  nChanged 4
		SP:Iteration 21Q (35188.270000 sec): 3 clusters
  Score: Raw -1509028.192301 + Penalty 3190.933333 = -1505837.258968
  nChanged 4
		SP:Iteration 22Q (35188.490000 sec): 3 clusters
  Score: Raw -1509033.739439 + Penalty 3190.933333 = -1505842.806107
  nChanged 3
		SP:Iteration 23Q (35188.710000 sec): 3 clusters
  Score: Raw -1509035.545876 + Penalty 3190.933333 = -1505844.612544
  nChanged 3
		SP:Iteration 24Q (35188.970000 sec): 3 clusters
  Score: Raw -1509039.209228 + Penalty 3190.933333 = -1505848.275896
  nChanged 5
		SP:Iteration 25Q (35189.190000 sec): 3 clusters
  Score: Raw -1509045.089908 + Penalty 3190.933333 = -1505854.156575
  nChanged 2
		SP:Iteration 26Q (35189.410000 sec): 3 clusters
  Score: Raw -1509046.482049 + Penalty 3190.933333 = -1505855.548716
  nChanged 1
		SP:Iteration 27Q (35189.660000 sec): 3 clusters
  Score: Raw -1509047.873838 + Penalty 3190.933333 = -1505856.940505
  nChanged 1
		SP:Iteration 28Q (35189.890000 sec): 3 clusters
  Score: Raw -1509048.859695 + Penalty 3190.933333 = -1505857.926362
  nChanged 2
		SP:Iteration 29Q (35190.230000 sec): 3 clusters
  Score: Raw -1509049.963883 + Penalty 3190.933333 = -1505859.030550
  nChanged 2
		SP:Iteration 30Q (35190.450000 sec): 3 clusters
  Score: Raw -1509051.553055 + Penalty 3190.933333 = -1505860.619722
  nChanged 3
		SP:Iteration 31Q (35190.690000 sec): 3 clusters
  Score: Raw -1509055.063822 + Penalty 3190.933333 = -1505864.130489
  nChanged 2
		SP:Iteration 32Q (35190.940000 sec): 3 clusters
  Score: Raw -1509058.225416 + Penalty 3190.933333 = -1505867.292084
  nChanged 3
		SP:Iteration 33Q (35191.170000 sec): 3 clusters
  Score: Raw -1509061.059325 + Penalty 3190.933333 = -1505870.125992
  nChanged 4
		SP:Iteration 34Q (35191.410000 sec): 3 clusters
  Score: Raw -1509064.806849 + Penalty 3190.933333 = -1505873.873516
  nChanged 2
		SP:Iteration 35Q (35191.660000 sec): 3 clusters
  Score: Raw -1509066.037278 + Penalty 3190.933333 = -1505875.103946
  nChanged 1
		SP:Iteration 36Q (35191.920000 sec): 3 clusters
  Score: Raw -1509068.550004 + Penalty 3190.933333 = -1505877.616671
  nChanged 5
		SP:Iteration 37Q (35192.170000 sec): 3 clusters
  Score: Raw -1509072.425722 + Penalty 3190.933333 = -1505881.492389
  nChanged 3
		SP:Iteration 38Q (35192.340000 sec): 3 clusters
  Score: Raw -1509075.079523 + Penalty 3190.933333 = -1505884.146190
  nChanged 0
		SP:Iteration 39F (35192.610000 sec): 3 clusters
  Score: Raw -1509075.079523 + Penalty 3190.933333 = -1505884.146190
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35192.700000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35192.900000 sec): 3 clusters
  Score: Raw -197078.279819 + Penalty 2547.333398 = -194530.946421
  nChanged 929
		SP:Iteration 1F (35193.040000 sec): 3 clusters
  Score: Raw -197639.658931 + Penalty 2547.333398 = -195092.325533
  nChanged 186
		SP:Iteration 2F (35193.220000 sec): 3 clusters
  Score: Raw -197781.185661 + Penalty 2547.333398 = -195233.852263
  nChanged 119
		SP:Iteration 3Q (35193.380000 sec): 3 clusters
  Score: Raw -197867.589219 + Penalty 2547.333398 = -195320.255821
  nChanged 84
		SP:Iteration 4Q (35193.550000 sec): 3 clusters
  Score: Raw -197920.252276 + Penalty 2547.333398 = -195372.918878
  nChanged 80
		SP:Iteration 5Q (35193.700000 sec): 3 clusters
  Score: Raw -197969.561887 + Penalty 2547.333398 = -195422.228490
  nChanged 71
		SP:Iteration 6Q (35193.870000 sec): 3 clusters
  Score: Raw -198015.567957 + Penalty 2547.333398 = -195468.234559
  nChanged 60
		SP:Iteration 7Q (35194.030000 sec): 3 clusters
  Score: Raw -198056.760558 + Penalty 2547.333398 = -195509.427160
  nChanged 60
		SP:Iteration 8Q (35194.230000 sec): 3 clusters
  Score: Raw -198087.590399 + Penalty 2547.333398 = -195540.257002
  nChanged 54
		SP:Iteration 9Q (35194.410000 sec): 3 clusters
  Score: Raw -198122.489177 + Penalty 2547.333398 = -195575.155779
  nChanged 48
		SP:Iteration 10Q (35194.540000 sec): 3 clusters
  Score: Raw -198153.498618 + Penalty 2547.333398 = -195606.165221
  nChanged 49
		SP:Iteration 11Q (35194.720000 sec): 3 clusters
  Score: Raw -198188.084635 + Penalty 2547.333398 = -195640.751237
  nChanged 56
		SP:Iteration 12Q (35194.940000 sec): 3 clusters
  Score: Raw -198230.956663 + Penalty 2547.333398 = -195683.623265
  nChanged 51
		SP:Iteration 13Q (35195.080000 sec): 3 clusters
  Score: Raw -198263.545192 + Penalty 2547.333398 = -195716.211794
  nChanged 44
		SP:Iteration 14Q (35195.220000 sec): 3 clusters
  Score: Raw -198286.383591 + Penalty 2547.333398 = -195739.050193
  nChanged 37
		SP:Iteration 15Q (35195.360000 sec): 3 clusters
  Score: Raw -198308.209569 + Penalty 2547.333398 = -195760.876171
  nChanged 33
		SP:Iteration 16Q (35195.500000 sec): 3 clusters
  Score: Raw -198324.924831 + Penalty 2547.333398 = -195777.591433
  nChanged 30
		SP:Iteration 17Q (35195.700000 sec): 3 clusters
  Score: Raw -198338.857846 + Penalty 2547.333398 = -195791.524448
  nChanged 16
		SP:Iteration 18Q (35195.850000 sec): 3 clusters
  Score: Raw -198346.095096 + Penalty 2547.333398 = -195798.761698
  nChanged 21
		SP:Iteration 19Q (35196.030000 sec): 3 clusters
  Score: Raw -198358.896276 + Penalty 2547.333398 = -195811.562878
  nChanged 23
		SP:Iteration 20F (35196.180000 sec): 3 clusters
  Score: Raw -198368.125003 + Penalty 2547.333398 = -195820.791605
  nChanged 9
		SP:Iteration 21Q (35196.360000 sec): 3 clusters
  Score: Raw -198370.778073 + Penalty 2547.333398 = -195823.444675
  nChanged 4
		SP:Iteration 22Q (35196.530000 sec): 3 clusters
  Score: Raw -198371.939752 + Penalty 2547.333398 = -195824.606354
  nChanged 9
		SP:Iteration 23Q (35196.680000 sec): 3 clusters
  Score: Raw -198375.629340 + Penalty 2547.333398 = -195828.295942
  nChanged 12
		SP:Iteration 24Q (35196.850000 sec): 3 clusters
  Score: Raw -198382.131543 + Penalty 2547.333398 = -195834.798146
  nChanged 17
		SP:Iteration 25Q (35197.050000 sec): 3 clusters
  Score: Raw -198389.823078 + Penalty 2547.333398 = -195842.489680
  nChanged 13
		SP:Iteration 26Q (35197.240000 sec): 3 clusters
  Score: Raw -198395.385442 + Penalty 2547.333398 = -195848.052044
  nChanged 7
		SP:Iteration 27Q (35197.350000 sec): 3 clusters
  Score: Raw -198396.945401 + Penalty 2547.333398 = -195849.612003
  nChanged 2
		SP:Iteration 28Q (35197.510000 sec): 3 clusters
  Score: Raw -198397.380515 + Penalty 2547.333398 = -195850.047118
  nChanged 0
		SP:Iteration 29F (35197.670000 sec): 3 clusters
  Score: Raw -198397.380515 + Penalty 2547.333398 = -195850.047118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35197.770000 sec): 2 clusters
  Score: Raw -79197.020337 + Penalty 1147.187865 = -78049.832472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35197.980000 sec): 3 clusters
  Score: Raw -78810.717179 + Penalty 2294.375729 = -76516.341450
  nChanged 358
		SP:Iteration 1F (35198.110000 sec): 3 clusters
  Score: Raw -79145.740408 + Penalty 2294.375729 = -76851.364679
  nChanged 101
		SP:Iteration 2F (35198.280000 sec): 3 clusters
  Score: Raw -79290.719176 + Penalty 2294.375729 = -76996.343446
  nChanged 68
		SP:Iteration 3F (35198.450000 sec): 3 clusters
  Score: Raw -79391.656358 + Penalty 2294.375729 = -77097.280629
  nChanged 44
		SP:Iteration 4Q (35198.640000 sec): 3 clusters
  Score: Raw -79432.672708 + Penalty 2294.375729 = -77138.296979
  nChanged 28
		SP:Iteration 5Q (35198.770000 sec): 3 clusters
  Score: Raw -79459.722146 + Penalty 2294.375729 = -77165.346417
  nChanged 22
		SP:Iteration 6Q (35199.000000 sec): 3 clusters
  Score: Raw -79481.165815 + Penalty 2294.375729 = -77186.790086
  nChanged 21
		SP:Iteration 7Q (35199.130000 sec): 3 clusters
  Score: Raw -79505.354825 + Penalty 2294.375729 = -77210.979096
  nChanged 21
		SP:Iteration 8Q (35199.290000 sec): 3 clusters
  Score: Raw -79524.803161 + Penalty 2294.375729 = -77230.427432
  nChanged 17
		SP:Iteration 9Q (35199.460000 sec): 3 clusters
  Score: Raw -79546.153725 + Penalty 2294.375729 = -77251.777996
  nChanged 19
		SP:Iteration 10Q (35199.620000 sec): 3 clusters
  Score: Raw -79567.858058 + Penalty 2294.375729 = -77273.482329
  nChanged 20
		SP:Iteration 11Q (35199.810000 sec): 3 clusters
  Score: Raw -79588.911068 + Penalty 2294.375729 = -77294.535339
  nChanged 16
		SP:Iteration 12Q (35199.930000 sec): 3 clusters
  Score: Raw -79604.973981 + Penalty 2294.375729 = -77310.598251
  nChanged 8
		SP:Iteration 13Q (35200.070000 sec): 3 clusters
  Score: Raw -79610.024061 + Penalty 2294.375729 = -77315.648332
  nChanged 2
		SP:Iteration 14Q (35200.220000 sec): 3 clusters
  Score: Raw -79611.457982 + Penalty 2294.375729 = -77317.082253
  nChanged 1
		SP:Iteration 15Q (35200.390000 sec): 3 clusters
  Score: Raw -79611.904228 + Penalty 2294.375729 = -77317.528499
  nChanged 1
		SP:Iteration 16Q (35200.570000 sec): 3 clusters
  Score: Raw -79612.624033 + Penalty 2294.375729 = -77318.248304
  nChanged 2
		SP:Iteration 17Q (35200.750000 sec): 3 clusters
  Score: Raw -79613.429038 + Penalty 2294.375729 = -77319.053309
  nChanged 0
		SP:Iteration 18F (35200.880000 sec): 3 clusters
  Score: Raw -79613.429038 + Penalty 2294.375729 = -77319.053309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35201.000000 sec): 2 clusters
  Score: Raw -534005.917709 + Penalty 1435.508741 = -532570.408968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35201.210000 sec): 3 clusters
  Score: Raw -530277.733011 + Penalty 2871.017481 = -527406.715530
  nChanged 2911
		SP:Iteration 1F (35201.440000 sec): 3 clusters
  Score: Raw -531940.989703 + Penalty 2871.017481 = -529069.972222
  nChanged 485
		SP:Iteration 2F (35201.590000 sec): 3 clusters
  Score: Raw -532188.664896 + Penalty 2871.017481 = -529317.647414
  nChanged 398
		SP:Iteration 3F (35201.790000 sec): 3 clusters
  Score: Raw -532406.322046 + Penalty 2871.017481 = -529535.304565
  nChanged 345
		SP:Iteration 4F (35202.000000 sec): 3 clusters
  Score: Raw -532588.013055 + Penalty 2871.017481 = -529716.995574
  nChanged 344
		SP:Iteration 5F (35202.190000 sec): 3 clusters
  Score: Raw -532798.565684 + Penalty 2871.017481 = -529927.548202
  nChanged 339
		SP:Iteration 6Q (35202.340000 sec): 3 clusters
  Score: Raw -532996.475214 + Penalty 2871.017481 = -530125.457733
  nChanged 323
		SP:Iteration 7Q (35202.530000 sec): 3 clusters
  Score: Raw -533182.267477 + Penalty 2871.017481 = -530311.249995
  nChanged 270
		SP:Iteration 8Q (35202.710000 sec): 3 clusters
  Score: Raw -533325.011908 + Penalty 2871.017481 = -530453.994426
  nChanged 215
		SP:Iteration 9Q (35202.900000 sec): 3 clusters
  Score: Raw -533419.516502 + Penalty 2871.017481 = -530548.499020
  nChanged 178
		SP:Iteration 10Q (35203.090000 sec): 3 clusters
  Score: Raw -533494.600648 + Penalty 2871.017481 = -530623.583167
  nChanged 147
		SP:Iteration 11Q (35203.250000 sec): 3 clusters
  Score: Raw -533555.291492 + Penalty 2871.017481 = -530684.274011
  nChanged 146
		SP:Iteration 12Q (35203.460000 sec): 3 clusters
  Score: Raw -533617.257982 + Penalty 2871.017481 = -530746.240501
  nChanged 127
		SP:Iteration 13Q (35203.620000 sec): 3 clusters
  Score: Raw -533662.381242 + Penalty 2871.017481 = -530791.363760
  nChanged 101
		SP:Iteration 14Q (35203.810000 sec): 3 clusters
  Score: Raw -533699.066551 + Penalty 2871.017481 = -530828.049070
  nChanged 106
		SP:Iteration 15Q (35204.020000 sec): 3 clusters
  Score: Raw -533738.720414 + Penalty 2871.017481 = -530867.702933
  nChanged 93
		SP:Iteration 16Q (35204.230000 sec): 3 clusters
  Score: Raw -533769.911408 + Penalty 2871.017481 = -530898.893926
  nChanged 84
		SP:Iteration 17Q (35204.380000 sec): 3 clusters
  Score: Raw -533793.849926 + Penalty 2871.017481 = -530922.832445
  nChanged 71
		SP:Iteration 18Q (35204.590000 sec): 3 clusters
  Score: Raw -533811.492839 + Penalty 2871.017481 = -530940.475358
  nChanged 57
		SP:Iteration 19Q (35204.790000 sec): 3 clusters
  Score: Raw -533826.374439 + Penalty 2871.017481 = -530955.356958
  nChanged 47
		SP:Iteration 20F (35204.980000 sec): 3 clusters
  Score: Raw -533837.550024 + Penalty 2871.017481 = -530966.532543
  nChanged 44
		SP:Iteration 21Q (35205.190000 sec): 3 clusters
  Score: Raw -533848.803588 + Penalty 2871.017481 = -530977.786107
  nChanged 38
		SP:Iteration 22Q (35205.410000 sec): 3 clusters
  Score: Raw -533859.737142 + Penalty 2871.017481 = -530988.719661
  nChanged 39
		SP:Iteration 23Q (35205.660000 sec): 3 clusters
  Score: Raw -533871.472828 + Penalty 2871.017481 = -531000.455346
  nChanged 39
		SP:Iteration 24Q (35205.820000 sec): 3 clusters
  Score: Raw -533882.384372 + Penalty 2871.017481 = -531011.366891
  nChanged 49
		SP:Iteration 25Q (35206.020000 sec): 3 clusters
  Score: Raw -533894.633477 + Penalty 2871.017481 = -531023.615995
  nChanged 38
		SP:Iteration 26Q (35206.230000 sec): 3 clusters
  Score: Raw -533905.794865 + Penalty 2871.017481 = -531034.777384
  nChanged 46
		SP:Iteration 27Q (35206.400000 sec): 3 clusters
  Score: Raw -533917.890808 + Penalty 2871.017481 = -531046.873327
  nChanged 50
		SP:Iteration 28Q (35206.570000 sec): 3 clusters
  Score: Raw -533931.349033 + Penalty 2871.017481 = -531060.331551
  nChanged 50
		SP:Iteration 29Q (35206.740000 sec): 3 clusters
  Score: Raw -533943.441069 + Penalty 2871.017481 = -531072.423588
  nChanged 44
		SP:Iteration 30Q (35206.910000 sec): 3 clusters
  Score: Raw -533954.692243 + Penalty 2871.017481 = -531083.674761
  nChanged 35
		SP:Iteration 31Q (35207.080000 sec): 3 clusters
  Score: Raw -533962.713334 + Penalty 2871.017481 = -531091.695853
  nChanged 27
		SP:Iteration 32Q (35207.250000 sec): 3 clusters
  Score: Raw -533969.047366 + Penalty 2871.017481 = -531098.029884
  nChanged 28
		SP:Iteration 33Q (35207.430000 sec): 3 clusters
  Score: Raw -533976.317560 + Penalty 2871.017481 = -531105.300079
  nChanged 32
		SP:Iteration 34Q (35207.660000 sec): 3 clusters
  Score: Raw -533983.638461 + Penalty 2871.017481 = -531112.620979
  nChanged 26
		SP:Iteration 35Q (35207.780000 sec): 3 clusters
  Score: Raw -533989.057223 + Penalty 2871.017481 = -531118.039741
  nChanged 19
		SP:Iteration 36Q (35207.950000 sec): 3 clusters
  Score: Raw -533992.877613 + Penalty 2871.017481 = -531121.860131
  nChanged 21
		SP:Iteration 37Q (35208.120000 sec): 3 clusters
  Score: Raw -533997.520315 + Penalty 2871.017481 = -531126.502833
  nChanged 20
		SP:Iteration 38Q (35208.330000 sec): 3 clusters
  Score: Raw -534002.591009 + Penalty 2871.017481 = -531131.573527
  nChanged 25
		SP:Iteration 39Q (35208.500000 sec): 3 clusters
  Score: Raw -534009.457157 + Penalty 2871.017481 = -531138.439675
  nChanged 27
		SP:Iteration 40F (35208.710000 sec): 3 clusters
  Score: Raw -534017.127016 + Penalty 2871.017481 = -531146.109535
  nChanged 24
		SP:Iteration 41Q (35208.910000 sec): 3 clusters
  Score: Raw -534021.807950 + Penalty 2871.017481 = -531150.790469
  nChanged 24
		SP:Iteration 42Q (35209.080000 sec): 3 clusters
  Score: Raw -534026.780092 + Penalty 2871.017481 = -531155.762611
  nChanged 24
		SP:Iteration 43Q (35209.280000 sec): 3 clusters
  Score: Raw -534031.813481 + Penalty 2871.017481 = -531160.796000
  nChanged 17
		SP:Iteration 44Q (35209.430000 sec): 3 clusters
  Score: Raw -534035.209765 + Penalty 2871.017481 = -531164.192284
  nChanged 14
		SP:Iteration 45Q (35209.610000 sec): 3 clusters
  Score: Raw -534038.488902 + Penalty 2871.017481 = -531167.471421
  nChanged 16
		SP:Iteration 46Q (35209.800000 sec): 3 clusters
  Score: Raw -534042.247964 + Penalty 2871.017481 = -531171.230483
  nChanged 14
		SP:Iteration 47Q (35209.980000 sec): 3 clusters
  Score: Raw -534044.979505 + Penalty 2871.017481 = -531173.962023
  nChanged 11
		SP:Iteration 48Q (35210.190000 sec): 3 clusters
  Score: Raw -534047.101531 + Penalty 2871.017481 = -531176.084050
  nChanged 11
		SP:Iteration 49Q (35210.430000 sec): 3 clusters
  Score: Raw -534048.838973 + Penalty 2871.017481 = -531177.821492
  nChanged 11
		SP:Iteration 50Q (35210.570000 sec): 3 clusters
  Score: Raw -534050.757165 + Penalty 2871.017481 = -531179.739684
  nChanged 14
		SP:Iteration 51Q (35210.770000 sec): 3 clusters
  Score: Raw -534052.871180 + Penalty 2871.017481 = -531181.853699
  nChanged 7
		SP:Iteration 52Q (35210.970000 sec): 3 clusters
  Score: Raw -534053.833962 + Penalty 2871.017481 = -531182.816481
  nChanged 9
		SP:Iteration 53Q (35211.210000 sec): 3 clusters
  Score: Raw -534055.062215 + Penalty 2871.017481 = -531184.044733
  nChanged 8
		SP:Iteration 54Q (35211.410000 sec): 3 clusters
  Score: Raw -534056.650373 + Penalty 2871.017481 = -531185.632891
  nChanged 12
		SP:Iteration 55Q (35211.590000 sec): 3 clusters
  Score: Raw -534058.651354 + Penalty 2871.017481 = -531187.633873
  nChanged 14
		SP:Iteration 56Q (35211.740000 sec): 3 clusters
  Score: Raw -534060.889507 + Penalty 2871.017481 = -531189.872026
  nChanged 6
		SP:Iteration 57Q (35211.920000 sec): 3 clusters
  Score: Raw -534061.618678 + Penalty 2871.017481 = -531190.601197
  nChanged 4
		SP:Iteration 58Q (35212.130000 sec): 3 clusters
  Score: Raw -534062.216856 + Penalty 2871.017481 = -531191.199374
  nChanged 2
		SP:Iteration 59Q (35212.390000 sec): 3 clusters
  Score: Raw -534062.947897 + Penalty 2871.017481 = -531191.930415
  nChanged 4
		SP:Iteration 60F (35212.550000 sec): 3 clusters
  Score: Raw -534063.629696 + Penalty 2871.017481 = -531192.612214
  nChanged 4
		SP:Iteration 61Q (35212.760000 sec): 3 clusters
  Score: Raw -534064.125355 + Penalty 2871.017481 = -531193.107874
  nChanged 5
		SP:Iteration 62Q (35213.010000 sec): 3 clusters
  Score: Raw -534064.864704 + Penalty 2871.017481 = -531193.847222
  nChanged 5
		SP:Iteration 63Q (35213.200000 sec): 3 clusters
  Score: Raw -534065.579905 + Penalty 2871.017481 = -531194.562424
  nChanged 3
		SP:Iteration 64Q (35213.330000 sec): 3 clusters
  Score: Raw -534065.925530 + Penalty 2871.017481 = -531194.908049
  nChanged 4
		SP:Iteration 65Q (35213.580000 sec): 3 clusters
  Score: Raw -534066.578438 + Penalty 2871.017481 = -531195.560957
  nChanged 3
		SP:Iteration 66Q (35213.780000 sec): 3 clusters
  Score: Raw -534066.863676 + Penalty 2871.017481 = -531195.846194
  nChanged 1
		SP:Iteration 67Q (35214.030000 sec): 3 clusters
  Score: Raw -534067.047489 + Penalty 2871.017481 = -531196.030008
  nChanged 3
		SP:Iteration 68Q (35214.240000 sec): 3 clusters
  Score: Raw -534067.387034 + Penalty 2871.017481 = -531196.369552
  nChanged 4
		SP:Iteration 69Q (35214.450000 sec): 3 clusters
  Score: Raw -534068.307576 + Penalty 2871.017481 = -531197.290095
  nChanged 6
		SP:Iteration 70Q (35214.650000 sec): 3 clusters
  Score: Raw -534069.736792 + Penalty 2871.017481 = -531198.719311
  nChanged 8
		SP:Iteration 71Q (35214.820000 sec): 3 clusters
  Score: Raw -534071.833680 + Penalty 2871.017481 = -531200.816199
  nChanged 8
		SP:Iteration 72Q (35214.990000 sec): 3 clusters
  Score: Raw -534073.818110 + Penalty 2871.017481 = -531202.800628
  nChanged 14
		SP:Iteration 73Q (35215.240000 sec): 3 clusters
  Score: Raw -534077.236487 + Penalty 2871.017481 = -531206.219006
  nChanged 11
		SP:Iteration 74Q (35215.370000 sec): 3 clusters
  Score: Raw -534080.438482 + Penalty 2871.017481 = -531209.421001
  nChanged 17
		SP:Iteration 75Q (35215.570000 sec): 3 clusters
  Score: Raw -534083.862849 + Penalty 2871.017481 = -531212.845367
  nChanged 9
		SP:Iteration 76Q (35215.760000 sec): 3 clusters
  Score: Raw -534085.689717 + Penalty 2871.017481 = -531214.672235
  nChanged 7
		SP:Iteration 77Q (35215.890000 sec): 3 clusters
  Score: Raw -534086.812121 + Penalty 2871.017481 = -531215.794640
  nChanged 6
		SP:Iteration 78Q (35216.090000 sec): 3 clusters
  Score: Raw -534088.683665 + Penalty 2871.017481 = -531217.666184
  nChanged 10
		SP:Iteration 79Q (35216.270000 sec): 3 clusters
  Score: Raw -534091.565361 + Penalty 2871.017481 = -531220.547879
  nChanged 10
		SP:Iteration 80F (35216.460000 sec): 3 clusters
  Score: Raw -534093.632884 + Penalty 2871.017481 = -531222.615402
  nChanged 8
		SP:Iteration 81Q (35216.650000 sec): 3 clusters
  Score: Raw -534095.079815 + Penalty 2871.017481 = -531224.062333
  nChanged 5
		SP:Iteration 82Q (35216.830000 sec): 3 clusters
  Score: Raw -534096.522501 + Penalty 2871.017481 = -531225.505019
  nChanged 5
		SP:Iteration 83Q (35217.040000 sec): 3 clusters
  Score: Raw -534097.883713 + Penalty 2871.017481 = -531226.866232
  nChanged 6
		SP:Iteration 84Q (35217.260000 sec): 3 clusters
  Score: Raw -534099.148706 + Penalty 2871.017481 = -531228.131225
  nChanged 2
		SP:Iteration 85Q (35217.410000 sec): 3 clusters
  Score: Raw -534099.882280 + Penalty 2871.017481 = -531228.864799
  nChanged 4
		SP:Iteration 86Q (35217.600000 sec): 3 clusters
  Score: Raw -534100.459060 + Penalty 2871.017481 = -531229.441579
  nChanged 7
		SP:Iteration 87Q (35217.780000 sec): 3 clusters
  Score: Raw -534101.810720 + Penalty 2871.017481 = -531230.793238
  nChanged 5
		SP:Iteration 88Q (35217.970000 sec): 3 clusters
  Score: Raw -534103.550157 + Penalty 2871.017481 = -531232.532676
  nChanged 10
		SP:Iteration 89Q (35218.140000 sec): 3 clusters
  Score: Raw -534106.162807 + Penalty 2871.017481 = -531235.145326
  nChanged 7
		SP:Iteration 90Q (35218.330000 sec): 3 clusters
  Score: Raw -534107.421376 + Penalty 2871.017481 = -531236.403895
  nChanged 5
		SP:Iteration 91Q (35218.500000 sec): 3 clusters
  Score: Raw -534108.751354 + Penalty 2871.017481 = -531237.733873
  nChanged 11
		SP:Iteration 92Q (35218.720000 sec): 3 clusters
  Score: Raw -534111.404531 + Penalty 2871.017481 = -531240.387049
  nChanged 13
		SP:Iteration 93Q (35218.870000 sec): 3 clusters
  Score: Raw -534115.460613 + Penalty 2871.017481 = -531244.443132
  nChanged 15
		SP:Iteration 94Q (35219.040000 sec): 3 clusters
  Score: Raw -534118.677173 + Penalty 2871.017481 = -531247.659692
  nChanged 13
		SP:Iteration 95Q (35219.230000 sec): 3 clusters
  Score: Raw -534122.126161 + Penalty 2871.017481 = -531251.108680
  nChanged 8
		SP:Iteration 96Q (35219.400000 sec): 3 clusters
  Score: Raw -534124.425151 + Penalty 2871.017481 = -531253.407669
  nChanged 9
		SP:Iteration 97Q (35219.580000 sec): 3 clusters
  Score: Raw -534126.649707 + Penalty 2871.017481 = -531255.632225
  nChanged 8
		SP:Iteration 98Q (35219.770000 sec): 3 clusters
  Score: Raw -534128.584907 + Penalty 2871.017481 = -531257.567426
  nChanged 8
		SP:Iteration 99Q (35219.990000 sec): 3 clusters
  Score: Raw -534130.637736 + Penalty 2871.017481 = -531259.620255
  nChanged 8
		SP:Iteration 100F (35220.160000 sec): 3 clusters
  Score: Raw -534132.359253 + Penalty 2871.017481 = -531261.341771
  nChanged 9
		SP:Iteration 101Q (35220.320000 sec): 3 clusters
  Score: Raw -534135.058361 + Penalty 2871.017481 = -531264.040880
  nChanged 9
		SP:Iteration 102Q (35220.500000 sec): 3 clusters
  Score: Raw -534136.718849 + Penalty 2871.017481 = -531265.701368
  nChanged 7
		SP:Iteration 103Q (35220.670000 sec): 3 clusters
  Score: Raw -534138.291038 + Penalty 2871.017481 = -531267.273556
  nChanged 13
		SP:Iteration 104Q (35220.860000 sec): 3 clusters
  Score: Raw -534142.337950 + Penalty 2871.017481 = -531271.320469
  nChanged 14
		SP:Iteration 105Q (35221.040000 sec): 3 clusters
  Score: Raw -534146.376443 + Penalty 2871.017481 = -531275.358961
  nChanged 16
		SP:Iteration 106Q (35221.270000 sec): 3 clusters
  Score: Raw -534151.395797 + Penalty 2871.017481 = -531280.378315
  nChanged 14
		SP:Iteration 107Q (35221.460000 sec): 3 clusters
  Score: Raw -534155.484145 + Penalty 2871.017481 = -531284.466663
  nChanged 15
		SP:Iteration 108Q (35221.660000 sec): 3 clusters
  Score: Raw -534161.303316 + Penalty 2871.017481 = -531290.285834
  nChanged 15
		SP:Iteration 109Q (35221.860000 sec): 3 clusters
  Score: Raw -534165.946114 + Penalty 2871.017481 = -531294.928632
  nChanged 12
		SP:Iteration 110Q (35222.040000 sec): 3 clusters
  Score: Raw -534169.299494 + Penalty 2871.017481 = -531298.282013
  nChanged 5
		SP:Iteration 111Q (35222.260000 sec): 3 clusters
  Score: Raw -534170.918456 + Penalty 2871.017481 = -531299.900975
  nChanged 3
		SP:Iteration 112Q (35222.400000 sec): 3 clusters
  Score: Raw -534172.135592 + Penalty 2871.017481 = -531301.118111
  nChanged 6
		SP:Iteration 113Q (35222.570000 sec): 3 clusters
  Score: Raw -534174.658023 + Penalty 2871.017481 = -531303.640541
  nChanged 7
		SP:Iteration 114Q (35222.760000 sec): 3 clusters
  Score: Raw -534177.964500 + Penalty 2871.017481 = -531306.947019
  nChanged 11
		SP:Iteration 115Q (35222.910000 sec): 3 clusters
  Score: Raw -534182.327817 + Penalty 2871.017481 = -531311.310336
  nChanged 14
		SP:Iteration 116Q (35223.160000 sec): 3 clusters
  Score: Raw -534186.244072 + Penalty 2871.017481 = -531315.226591
  nChanged 12
		SP:Iteration 117Q (35223.300000 sec): 3 clusters
  Score: Raw -534189.798768 + Penalty 2871.017481 = -531318.781287
  nChanged 12
		SP:Iteration 118Q (35223.470000 sec): 3 clusters
  Score: Raw -534193.109180 + Penalty 2871.017481 = -531322.091698
  nChanged 6
		SP:Iteration 119Q (35223.670000 sec): 3 clusters
  Score: Raw -534195.220935 + Penalty 2871.017481 = -531324.203453
  nChanged 9
		SP:Iteration 120F (35223.880000 sec): 3 clusters
  Score: Raw -534197.394694 + Penalty 2871.017481 = -531326.377212
  nChanged 9
		SP:Iteration 121Q (35224.110000 sec): 3 clusters
  Score: Raw -534200.037695 + Penalty 2871.017481 = -531329.020213
  nChanged 12
		SP:Iteration 122Q (35224.340000 sec): 3 clusters
  Score: Raw -534203.810673 + Penalty 2871.017481 = -531332.793192
  nChanged 13
		SP:Iteration 123Q (35224.570000 sec): 3 clusters
  Score: Raw -534208.440409 + Penalty 2871.017481 = -531337.422928
  nChanged 8
		SP:Iteration 124Q (35224.690000 sec): 3 clusters
  Score: Raw -534210.744462 + Penalty 2871.017481 = -531339.726981
  nChanged 2
		SP:Iteration 125Q (35224.880000 sec): 3 clusters
  Score: Raw -534211.244911 + Penalty 2871.017481 = -531340.227430
  nChanged 3
		SP:Iteration 126Q (35225.070000 sec): 3 clusters
  Score: Raw -534212.235204 + Penalty 2871.017481 = -531341.217722
  nChanged 1
		SP:Iteration 127Q (35225.270000 sec): 3 clusters
  Score: Raw -534212.584756 + Penalty 2871.017481 = -531341.567275
  nChanged 2
		SP:Iteration 128Q (35225.460000 sec): 3 clusters
  Score: Raw -534213.131258 + Penalty 2871.017481 = -531342.113776
  nChanged 4
		SP:Iteration 129Q (35225.620000 sec): 3 clusters
  Score: Raw -534214.050039 + Penalty 2871.017481 = -531343.032557
  nChanged 4
		SP:Iteration 130Q (35225.770000 sec): 3 clusters
  Score: Raw -534214.845401 + Penalty 2871.017481 = -531343.827919
  nChanged 5
		SP:Iteration 131Q (35225.940000 sec): 3 clusters
  Score: Raw -534216.684002 + Penalty 2871.017481 = -531345.666521
  nChanged 6
		SP:Iteration 132Q (35226.130000 sec): 3 clusters
  Score: Raw -534219.565415 + Penalty 2871.017481 = -531348.547934
  nChanged 12
		SP:Iteration 133Q (35226.320000 sec): 3 clusters
  Score: Raw -534226.708942 + Penalty 2871.017481 = -531355.691461
  nChanged 17
		SP:Iteration 134Q (35226.500000 sec): 3 clusters
  Score: Raw -534236.433082 + Penalty 2871.017481 = -531365.415601
  nChanged 15
		SP:Iteration 135Q (35226.670000 sec): 3 clusters
  Score: Raw -534243.275885 + Penalty 2871.017481 = -531372.258404
  nChanged 8
		SP:Iteration 136Q (35226.850000 sec): 3 clusters
  Score: Raw -534247.240662 + Penalty 2871.017481 = -531376.223181
  nChanged 6
		SP:Iteration 137Q (35227.070000 sec): 3 clusters
  Score: Raw -534249.558405 + Penalty 2871.017481 = -531378.540923
  nChanged 5
		SP:Iteration 138Q (35227.280000 sec): 3 clusters
  Score: Raw -534252.352998 + Penalty 2871.017481 = -531381.335517
  nChanged 4
		SP:Iteration 139Q (35227.420000 sec): 3 clusters
  Score: Raw -534254.584492 + Penalty 2871.017481 = -531383.567010
  nChanged 6
		SP:Iteration 140F (35227.610000 sec): 3 clusters
  Score: Raw -534256.477626 + Penalty 2871.017481 = -531385.460144
  nChanged 6
		SP:Iteration 141Q (35227.800000 sec): 3 clusters
  Score: Raw -534258.915044 + Penalty 2871.017481 = -531387.897563
  nChanged 5
		SP:Iteration 142Q (35227.980000 sec): 3 clusters
  Score: Raw -534261.233811 + Penalty 2871.017481 = -531390.216330
  nChanged 7
		SP:Iteration 143Q (35228.170000 sec): 3 clusters
  Score: Raw -534264.481488 + Penalty 2871.017481 = -531393.464006
  nChanged 5
		SP:Iteration 144Q (35228.400000 sec): 3 clusters
  Score: Raw -534265.785326 + Penalty 2871.017481 = -531394.767844
  nChanged 1
		SP:Iteration 145Q (35228.580000 sec): 3 clusters
  Score: Raw -534266.238819 + Penalty 2871.017481 = -531395.221337
  nChanged 0
		SP:Iteration 146F (35228.780000 sec): 3 clusters
  Score: Raw -534266.238819 + Penalty 2871.017481 = -531395.221337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35228.870000 sec): 2 clusters
  Score: Raw -103422.641754 + Penalty 1166.389643 = -102256.252111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35229.040000 sec): 3 clusters
  Score: Raw -102990.788000 + Penalty 2332.779285 = -100658.008715
  nChanged 406
		SP:Iteration 1F (35229.200000 sec): 3 clusters
  Score: Raw -103331.468442 + Penalty 2332.779285 = -100998.689157
  nChanged 104
		SP:Iteration 2F (35229.360000 sec): 3 clusters
  Score: Raw -103425.736369 + Penalty 2332.779285 = -101092.957084
  nChanged 51
		SP:Iteration 3Q (35229.520000 sec): 3 clusters
  Score: Raw -103478.309977 + Penalty 2332.779285 = -101145.530692
  nChanged 42
		SP:Iteration 4Q (35229.700000 sec): 3 clusters
  Score: Raw -103517.687219 + Penalty 2332.779285 = -101184.907933
  nChanged 33
		SP:Iteration 5Q (35229.850000 sec): 3 clusters
  Score: Raw -103547.836748 + Penalty 2332.779285 = -101215.057463
  nChanged 28
		SP:Iteration 6Q (35230.010000 sec): 3 clusters
  Score: Raw -103568.997560 + Penalty 2332.779285 = -101236.218275
  nChanged 22
		SP:Iteration 7Q (35230.170000 sec): 3 clusters
  Score: Raw -103586.793908 + Penalty 2332.779285 = -101254.014623
  nChanged 14
		SP:Iteration 8Q (35230.330000 sec): 3 clusters
  Score: Raw -103599.612790 + Penalty 2332.779285 = -101266.833504
  nChanged 20
		SP:Iteration 9Q (35230.490000 sec): 3 clusters
  Score: Raw -103624.931305 + Penalty 2332.779285 = -101292.152020
  nChanged 17
		SP:Iteration 10Q (35230.650000 sec): 3 clusters
  Score: Raw -103640.640892 + Penalty 2332.779285 = -101307.861607
  nChanged 16
		SP:Iteration 11Q (35230.820000 sec): 3 clusters
  Score: Raw -103653.217682 + Penalty 2332.779285 = -101320.438397
  nChanged 14
		SP:Iteration 12Q (35230.980000 sec): 3 clusters
  Score: Raw -103671.336267 + Penalty 2332.779285 = -101338.556981
  nChanged 13
		SP:Iteration 13Q (35231.140000 sec): 3 clusters
  Score: Raw -103679.518270 + Penalty 2332.779285 = -101346.738985
  nChanged 11
		SP:Iteration 14Q (35231.270000 sec): 3 clusters
  Score: Raw -103690.239347 + Penalty 2332.779285 = -101357.460061
  nChanged 8
		SP:Iteration 15Q (35231.390000 sec): 3 clusters
  Score: Raw -103697.881303 + Penalty 2332.779285 = -101365.102018
  nChanged 9
		SP:Iteration 16Q (35231.520000 sec): 3 clusters
  Score: Raw -103706.758303 + Penalty 2332.779285 = -101373.979017
  nChanged 4
		SP:Iteration 17Q (35231.640000 sec): 3 clusters
  Score: Raw -103709.385517 + Penalty 2332.779285 = -101376.606232
  nChanged 5
		SP:Iteration 18Q (35231.770000 sec): 3 clusters
  Score: Raw -103715.681468 + Penalty 2332.779285 = -101382.902183
  nChanged 11
		SP:Iteration 19Q (35231.900000 sec): 3 clusters
  Score: Raw -103726.540476 + Penalty 2332.779285 = -101393.761190
  nChanged 11
		SP:Iteration 20F (35232.060000 sec): 3 clusters
  Score: Raw -103733.826757 + Penalty 2332.779285 = -101401.047471
  nChanged 5
		SP:Iteration 21Q (35232.220000 sec): 3 clusters
  Score: Raw -103737.305097 + Penalty 2332.779285 = -101404.525812
  nChanged 3
		SP:Iteration 22Q (35232.370000 sec): 3 clusters
  Score: Raw -103740.101429 + Penalty 2332.779285 = -101407.322143
  nChanged 6
		SP:Iteration 23Q (35232.530000 sec): 3 clusters
  Score: Raw -103744.708655 + Penalty 2332.779285 = -101411.929370
  nChanged 3
		SP:Iteration 24Q (35232.690000 sec): 3 clusters
  Score: Raw -103745.718049 + Penalty 2332.779285 = -101412.938764
  nChanged 1
		SP:Iteration 25Q (35232.850000 sec): 3 clusters
  Score: Raw -103746.136344 + Penalty 2332.779285 = -101413.357058
  nChanged 0
		SP:Iteration 26F (35233.010000 sec): 3 clusters
  Score: Raw -103746.136344 + Penalty 2332.779285 = -101413.357058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35233.090000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35233.290000 sec): 3 clusters
  Score: Raw -43639.351129 + Penalty 2028.089650 = -41611.261479
  nChanged 126
		SP:Iteration 1F (35233.480000 sec): 3 clusters
  Score: Raw -43778.115715 + Penalty 2028.089650 = -41750.026065
  nChanged 30
		SP:Iteration 2F (35233.590000 sec): 3 clusters
  Score: Raw -43840.395913 + Penalty 2028.089650 = -41812.306264
  nChanged 15
		SP:Iteration 3Q (35233.750000 sec): 3 clusters
  Score: Raw -43871.613134 + Penalty 2028.089650 = -41843.523484
  nChanged 15
		SP:Iteration 4Q (35233.910000 sec): 3 clusters
  Score: Raw -43887.020391 + Penalty 2028.089650 = -41858.930742
  nChanged 6
		SP:Iteration 5Q (35234.070000 sec): 3 clusters
  Score: Raw -43894.423781 + Penalty 2028.089650 = -41866.334131
  nChanged 5
		SP:Iteration 6Q (35234.230000 sec): 3 clusters
  Score: Raw -43899.899039 + Penalty 2028.089650 = -41871.809390
  nChanged 6
		SP:Iteration 7Q (35234.390000 sec): 3 clusters
  Score: Raw -43906.200803 + Penalty 2028.089650 = -41878.111153
  nChanged 5
		SP:Iteration 8Q (35234.570000 sec): 3 clusters
  Score: Raw -43910.876852 + Penalty 2028.089650 = -41882.787203
  nChanged 2
		SP:Iteration 9Q (35234.760000 sec): 3 clusters
  Score: Raw -43913.015731 + Penalty 2028.089650 = -41884.926082
  nChanged 2
		SP:Iteration 10Q (35234.920000 sec): 3 clusters
  Score: Raw -43914.739541 + Penalty 2028.089650 = -41886.649891
  nChanged 0
		SP:Iteration 11F (35235.050000 sec): 3 clusters
  Score: Raw -43914.739541 + Penalty 2028.089650 = -41886.649891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35235.140000 sec): 2 clusters
  Score: Raw -230461.298520 + Penalty 1294.570338 = -229166.728182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35235.300000 sec): 3 clusters
  Score: Raw -229089.875171 + Penalty 2589.140677 = -226500.734494
  nChanged 1146
		SP:Iteration 1F (35235.460000 sec): 3 clusters
  Score: Raw -229783.210416 + Penalty 2589.140677 = -227194.069739
  nChanged 228
		SP:Iteration 2F (35235.640000 sec): 3 clusters
  Score: Raw -229922.304173 + Penalty 2589.140677 = -227333.163496
  nChanged 150
		SP:Iteration 3F (35235.760000 sec): 3 clusters
  Score: Raw -230028.759642 + Penalty 2589.140677 = -227439.618965
  nChanged 130
		SP:Iteration 4Q (35235.940000 sec): 3 clusters
  Score: Raw -230120.590561 + Penalty 2589.140677 = -227531.449884
  nChanged 118
		SP:Iteration 5Q (35236.080000 sec): 3 clusters
  Score: Raw -230200.598429 + Penalty 2589.140677 = -227611.457752
  nChanged 97
		SP:Iteration 6Q (35236.270000 sec): 3 clusters
  Score: Raw -230263.671815 + Penalty 2589.140677 = -227674.531138
  nChanged 84
		SP:Iteration 7Q (35236.410000 sec): 3 clusters
  Score: Raw -230316.384695 + Penalty 2589.140677 = -227727.244018
  nChanged 76
		SP:Iteration 8Q (35236.560000 sec): 3 clusters
  Score: Raw -230360.014238 + Penalty 2589.140677 = -227770.873561
  nChanged 83
		SP:Iteration 9Q (35236.710000 sec): 3 clusters
  Score: Raw -230415.462248 + Penalty 2589.140677 = -227826.321572
  nChanged 74
		SP:Iteration 10Q (35236.850000 sec): 3 clusters
  Score: Raw -230475.667081 + Penalty 2589.140677 = -227886.526405
  nChanged 78
		SP:Iteration 11Q (35237.000000 sec): 3 clusters
  Score: Raw -230522.448950 + Penalty 2589.140677 = -227933.308274
  nChanged 56
		SP:Iteration 12Q (35237.200000 sec): 3 clusters
  Score: Raw -230556.986916 + Penalty 2589.140677 = -227967.846240
  nChanged 47
		SP:Iteration 13Q (35237.360000 sec): 3 clusters
  Score: Raw -230581.275926 + Penalty 2589.140677 = -227992.135249
  nChanged 39
		SP:Iteration 14Q (35237.500000 sec): 3 clusters
  Score: Raw -230599.510346 + Penalty 2589.140677 = -228010.369670
  nChanged 28
		SP:Iteration 15Q (35237.660000 sec): 3 clusters
  Score: Raw -230613.902481 + Penalty 2589.140677 = -228024.761804
  nChanged 25
		SP:Iteration 16Q (35237.820000 sec): 3 clusters
  Score: Raw -230626.224585 + Penalty 2589.140677 = -228037.083908
  nChanged 21
		SP:Iteration 17Q (35237.980000 sec): 3 clusters
  Score: Raw -230634.105493 + Penalty 2589.140677 = -228044.964816
  nChanged 17
		SP:Iteration 18Q (35238.140000 sec): 3 clusters
  Score: Raw -230642.075329 + Penalty 2589.140677 = -228052.934652
  nChanged 15
		SP:Iteration 19Q (35238.300000 sec): 3 clusters
  Score: Raw -230648.980462 + Penalty 2589.140677 = -228059.839785
  nChanged 13
		SP:Iteration 20F (35238.460000 sec): 3 clusters
  Score: Raw -230653.316975 + Penalty 2589.140677 = -228064.176298
  nChanged 11
		SP:Iteration 21Q (35238.670000 sec): 3 clusters
  Score: Raw -230656.420452 + Penalty 2589.140677 = -228067.279775
  nChanged 8
		SP:Iteration 22Q (35238.830000 sec): 3 clusters
  Score: Raw -230658.464079 + Penalty 2589.140677 = -228069.323402
  nChanged 4
		SP:Iteration 23Q (35238.950000 sec): 3 clusters
  Score: Raw -230659.655263 + Penalty 2589.140677 = -228070.514586
  nChanged 4
		SP:Iteration 24Q (35239.090000 sec): 3 clusters
  Score: Raw -230661.100254 + Penalty 2589.140677 = -228071.959577
  nChanged 4
		SP:Iteration 25Q (35239.220000 sec): 3 clusters
  Score: Raw -230662.233919 + Penalty 2589.140677 = -228073.093242
  nChanged 4
		SP:Iteration 26Q (35239.350000 sec): 3 clusters
  Score: Raw -230663.546497 + Penalty 2589.140677 = -228074.405820
  nChanged 7
		SP:Iteration 27Q (35239.480000 sec): 3 clusters
  Score: Raw -230665.146836 + Penalty 2589.140677 = -228076.006160
  nChanged 3
		SP:Iteration 28Q (35239.610000 sec): 3 clusters
  Score: Raw -230667.089195 + Penalty 2589.140677 = -228077.948518
  nChanged 3
		SP:Iteration 29Q (35239.790000 sec): 3 clusters
  Score: Raw -230668.309525 + Penalty 2589.140677 = -228079.168849
  nChanged 3
		SP:Iteration 30Q (35239.940000 sec): 3 clusters
  Score: Raw -230670.149561 + Penalty 2589.140677 = -228081.008884
  nChanged 5
		SP:Iteration 31Q (35240.080000 sec): 3 clusters
  Score: Raw -230672.129343 + Penalty 2589.140677 = -228082.988666
  nChanged 2
		SP:Iteration 32Q (35240.280000 sec): 3 clusters
  Score: Raw -230672.799814 + Penalty 2589.140677 = -228083.659137
  nChanged 0
		SP:Iteration 33F (35240.410000 sec): 3 clusters
  Score: Raw -230672.799814 + Penalty 2589.140677 = -228083.659137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35240.530000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35240.660000 sec): 3 clusters
  Score: Raw -122983.082544 + Penalty 2373.967683 = -120609.114861
  nChanged 484
		SP:Iteration 1F (35240.780000 sec): 3 clusters
  Score: Raw -123362.802443 + Penalty 2373.967683 = -120988.834760
  nChanged 130
		SP:Iteration 2F (35240.920000 sec): 3 clusters
  Score: Raw -123476.921712 + Penalty 2373.967683 = -121102.954030
  nChanged 89
		SP:Iteration 3F (35241.070000 sec): 3 clusters
  Score: Raw -123564.874082 + Penalty 2373.967683 = -121190.906399
  nChanged 64
		SP:Iteration 4Q (35241.250000 sec): 3 clusters
  Score: Raw -123637.005453 + Penalty 2373.967683 = -121263.037771
  nChanged 57
		SP:Iteration 5Q (35241.390000 sec): 3 clusters
  Score: Raw -123703.082578 + Penalty 2373.967683 = -121329.114895
  nChanged 54
		SP:Iteration 6Q (35241.530000 sec): 3 clusters
  Score: Raw -123765.512391 + Penalty 2373.967683 = -121391.544709
  nChanged 38
		SP:Iteration 7Q (35241.680000 sec): 3 clusters
  Score: Raw -123805.166903 + Penalty 2373.967683 = -121431.199220
  nChanged 25
		SP:Iteration 8Q (35241.820000 sec): 3 clusters
  Score: Raw -123831.191599 + Penalty 2373.967683 = -121457.223916
  nChanged 22
		SP:Iteration 9Q (35241.960000 sec): 3 clusters
  Score: Raw -123855.594745 + Penalty 2373.967683 = -121481.627063
  nChanged 19
		SP:Iteration 10Q (35242.110000 sec): 3 clusters
  Score: Raw -123874.630494 + Penalty 2373.967683 = -121500.662811
  nChanged 16
		SP:Iteration 11Q (35242.280000 sec): 3 clusters
  Score: Raw -123888.708667 + Penalty 2373.967683 = -121514.740984
  nChanged 10
		SP:Iteration 12Q (35242.430000 sec): 3 clusters
  Score: Raw -123898.240783 + Penalty 2373.967683 = -121524.273101
  nChanged 14
		SP:Iteration 13Q (35242.580000 sec): 3 clusters
  Score: Raw -123908.452798 + Penalty 2373.967683 = -121534.485116
  nChanged 7
		SP:Iteration 14Q (35242.720000 sec): 3 clusters
  Score: Raw -123914.377215 + Penalty 2373.967683 = -121540.409532
  nChanged 1
		SP:Iteration 15Q (35242.860000 sec): 3 clusters
  Score: Raw -123914.689908 + Penalty 2373.967683 = -121540.722226
  nChanged 0
		SP:Iteration 16F (35243.000000 sec): 3 clusters
  Score: Raw -123914.689908 + Penalty 2373.967683 = -121540.722226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35243.070000 sec): 2 clusters
  Score: Raw -13610.156220 + Penalty 871.209977 = -12738.946243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35243.210000 sec): 3 clusters
  Score: Raw -13800.515173 + Penalty 1742.419954 = -12058.095219
  nChanged 40
		SP:Iteration 1F (35243.350000 sec): 3 clusters
  Score: Raw -13905.671808 + Penalty 1742.419954 = -12163.251854
  nChanged 8
		SP:Iteration 2Q (35243.490000 sec): 3 clusters
  Score: Raw -13921.949239 + Penalty 1742.419954 = -12179.529285
  nChanged 6
		SP:Iteration 3Q (35243.660000 sec): 3 clusters
  Score: Raw -13949.027301 + Penalty 1742.419954 = -12206.607347
  nChanged 7
		SP:Iteration 4Q (35243.800000 sec): 3 clusters
  Score: Raw -13974.942988 + Penalty 1742.419954 = -12232.523034
  nChanged 4
		SP:Iteration 5Q (35243.970000 sec): 3 clusters
  Score: Raw -13983.230022 + Penalty 1742.419954 = -12240.810068
  nChanged 5
		SP:Iteration 6Q (35244.110000 sec): 3 clusters
  Score: Raw -13992.490659 + Penalty 1742.419954 = -12250.070705
  nChanged 1
		SP:Iteration 7Q (35244.250000 sec): 3 clusters
  Score: Raw -13994.195788 + Penalty 1742.419954 = -12251.775834
  nChanged 0
		SP:Iteration 8F (35244.390000 sec): 3 clusters
  Score: Raw -13994.195788 + Penalty 1742.419954 = -12251.775834
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35244.480000 sec): 2 clusters
  Score: Raw -310904.950423 + Penalty 1341.064835 = -309563.885588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35244.640000 sec): 3 clusters
  Score: Raw -308992.960719 + Penalty 2682.129670 = -306310.831049
  nChanged 1498
		SP:Iteration 1F (35244.800000 sec): 3 clusters
  Score: Raw -309889.658750 + Penalty 2682.129670 = -307207.529080
  nChanged 315
		SP:Iteration 2F (35244.960000 sec): 3 clusters
  Score: Raw -310089.584604 + Penalty 2682.129670 = -307407.454934
  nChanged 205
		SP:Iteration 3F (35245.120000 sec): 3 clusters
  Score: Raw -310219.130560 + Penalty 2682.129670 = -307537.000890
  nChanged 175
		SP:Iteration 4Q (35245.350000 sec): 3 clusters
  Score: Raw -310353.118354 + Penalty 2682.129670 = -307670.988684
  nChanged 167
		SP:Iteration 5Q (35245.490000 sec): 3 clusters
  Score: Raw -310475.667101 + Penalty 2682.129670 = -307793.537431
  nChanged 151
		SP:Iteration 6Q (35245.650000 sec): 3 clusters
  Score: Raw -310585.200138 + Penalty 2682.129670 = -307903.070468
  nChanged 148
		SP:Iteration 7Q (35245.810000 sec): 3 clusters
  Score: Raw -310695.612359 + Penalty 2682.129670 = -308013.482689
  nChanged 120
		SP:Iteration 8Q (35245.970000 sec): 3 clusters
  Score: Raw -310786.027778 + Penalty 2682.129670 = -308103.898108
  nChanged 104
		SP:Iteration 9Q (35246.130000 sec): 3 clusters
  Score: Raw -310853.349691 + Penalty 2682.129670 = -308171.220021
  nChanged 92
		SP:Iteration 10Q (35246.290000 sec): 3 clusters
  Score: Raw -310909.815130 + Penalty 2682.129670 = -308227.685460
  nChanged 92
		SP:Iteration 11Q (35246.450000 sec): 3 clusters
  Score: Raw -310971.252113 + Penalty 2682.129670 = -308289.122443
  nChanged 95
		SP:Iteration 12Q (35246.680000 sec): 3 clusters
  Score: Raw -311030.234581 + Penalty 2682.129670 = -308348.104911
  nChanged 98
		SP:Iteration 13Q (35246.830000 sec): 3 clusters
  Score: Raw -311090.447512 + Penalty 2682.129670 = -308408.317842
  nChanged 94
		SP:Iteration 14Q (35246.960000 sec): 3 clusters
  Score: Raw -311153.561255 + Penalty 2682.129670 = -308471.431585
  nChanged 94
		SP:Iteration 15Q (35247.110000 sec): 3 clusters
  Score: Raw -311222.768265 + Penalty 2682.129670 = -308540.638595
  nChanged 118
		SP:Iteration 16Q (35247.250000 sec): 3 clusters
  Score: Raw -311316.339036 + Penalty 2682.129670 = -308634.209366
  nChanged 110
		SP:Iteration 17Q (35247.400000 sec): 3 clusters
  Score: Raw -311394.121498 + Penalty 2682.129670 = -308711.991828
  nChanged 87
		SP:Iteration 18Q (35247.620000 sec): 3 clusters
  Score: Raw -311445.909082 + Penalty 2682.129670 = -308763.779412
  nChanged 64
		SP:Iteration 19Q (35247.760000 sec): 3 clusters
  Score: Raw -311479.681212 + Penalty 2682.129670 = -308797.551543
  nChanged 46
		SP:Iteration 20F (35247.900000 sec): 3 clusters
  Score: Raw -311499.852908 + Penalty 2682.129670 = -308817.723238
  nChanged 41
		SP:Iteration 21Q (35248.050000 sec): 3 clusters
  Score: Raw -311519.237541 + Penalty 2682.129670 = -308837.107872
  nChanged 45
		SP:Iteration 22Q (35248.210000 sec): 3 clusters
  Score: Raw -311538.127018 + Penalty 2682.129670 = -308855.997348
  nChanged 27
		SP:Iteration 23Q (35248.370000 sec): 3 clusters
  Score: Raw -311550.117790 + Penalty 2682.129670 = -308867.988120
  nChanged 23
		SP:Iteration 24Q (35248.530000 sec): 3 clusters
  Score: Raw -311557.641267 + Penalty 2682.129670 = -308875.511597
  nChanged 17
		SP:Iteration 25Q (35248.690000 sec): 3 clusters
  Score: Raw -311563.489849 + Penalty 2682.129670 = -308881.360179
  nChanged 12
		SP:Iteration 26Q (35248.850000 sec): 3 clusters
  Score: Raw -311565.901742 + Penalty 2682.129670 = -308883.772072
  nChanged 6
		SP:Iteration 27Q (35248.990000 sec): 3 clusters
  Score: Raw -311567.195097 + Penalty 2682.129670 = -308885.065427
  nChanged 3
		SP:Iteration 28Q (35249.160000 sec): 3 clusters
  Score: Raw -311568.280274 + Penalty 2682.129670 = -308886.150604
  nChanged 6
		SP:Iteration 29Q (35249.330000 sec): 3 clusters
  Score: Raw -311569.690237 + Penalty 2682.129670 = -308887.560568
  nChanged 6
		SP:Iteration 30Q (35249.460000 sec): 3 clusters
  Score: Raw -311571.370944 + Penalty 2682.129670 = -308889.241275
  nChanged 6
		SP:Iteration 31Q (35249.600000 sec): 3 clusters
  Score: Raw -311572.546356 + Penalty 2682.129670 = -308890.416686
  nChanged 4
		SP:Iteration 32Q (35249.750000 sec): 3 clusters
  Score: Raw -311573.030159 + Penalty 2682.129670 = -308890.900489
  nChanged 2
		SP:Iteration 33Q (35249.890000 sec): 3 clusters
  Score: Raw -311573.616042 + Penalty 2682.129670 = -308891.486372
  nChanged 6
		SP:Iteration 34Q (35250.030000 sec): 3 clusters
  Score: Raw -311574.390893 + Penalty 2682.129670 = -308892.261223
  nChanged 1
		SP:Iteration 35Q (35250.180000 sec): 3 clusters
  Score: Raw -311574.655130 + Penalty 2682.129670 = -308892.525460
  nChanged 2
		SP:Iteration 36Q (35250.320000 sec): 3 clusters
  Score: Raw -311575.073410 + Penalty 2682.129670 = -308892.943740
  nChanged 1
		SP:Iteration 37Q (35250.510000 sec): 3 clusters
  Score: Raw -311575.339867 + Penalty 2682.129670 = -308893.210197
  nChanged 1
		SP:Iteration 38Q (35250.700000 sec): 3 clusters
  Score: Raw -311575.462727 + Penalty 2682.129670 = -308893.333057
  nChanged 0
		SP:Iteration 39F (35250.890000 sec): 3 clusters
  Score: Raw -311575.462727 + Penalty 2682.129670 = -308893.333057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35250.990000 sec): 2 clusters
  Score: Raw -105085.115643 + Penalty 1179.377498 = -103905.738146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35251.130000 sec): 3 clusters
  Score: Raw -104598.990630 + Penalty 2358.754995 = -102240.235635
  nChanged 454
		SP:Iteration 1F (35251.290000 sec): 3 clusters
  Score: Raw -104984.327926 + Penalty 2358.754995 = -102625.572931
  nChanged 111
		SP:Iteration 2F (35251.450000 sec): 3 clusters
  Score: Raw -105098.072892 + Penalty 2358.754995 = -102739.317897
  nChanged 66
		SP:Iteration 3Q (35251.610000 sec): 3 clusters
  Score: Raw -105180.374165 + Penalty 2358.754995 = -102821.619170
  nChanged 58
		SP:Iteration 4Q (35251.770000 sec): 3 clusters
  Score: Raw -105256.780368 + Penalty 2358.754995 = -102898.025373
  nChanged 58
		SP:Iteration 5Q (35251.980000 sec): 3 clusters
  Score: Raw -105364.360290 + Penalty 2358.754995 = -103005.605295
  nChanged 61
		SP:Iteration 6Q (35252.130000 sec): 3 clusters
  Score: Raw -105454.589780 + Penalty 2358.754995 = -103095.834785
  nChanged 48
		SP:Iteration 7Q (35252.270000 sec): 3 clusters
  Score: Raw -105507.448162 + Penalty 2358.754995 = -103148.693167
  nChanged 32
		SP:Iteration 8Q (35252.420000 sec): 3 clusters
  Score: Raw -105534.692737 + Penalty 2358.754995 = -103175.937742
  nChanged 16
		SP:Iteration 9Q (35252.560000 sec): 3 clusters
  Score: Raw -105546.467896 + Penalty 2358.754995 = -103187.712901
  nChanged 19
		SP:Iteration 10Q (35252.710000 sec): 3 clusters
  Score: Raw -105561.235274 + Penalty 2358.754995 = -103202.480279
  nChanged 16
		SP:Iteration 11Q (35252.850000 sec): 3 clusters
  Score: Raw -105578.046224 + Penalty 2358.754995 = -103219.291229
  nChanged 14
		SP:Iteration 12Q (35253.030000 sec): 3 clusters
  Score: Raw -105598.213984 + Penalty 2358.754995 = -103239.458989
  nChanged 13
		SP:Iteration 13Q (35253.190000 sec): 3 clusters
  Score: Raw -105612.068329 + Penalty 2358.754995 = -103253.313333
  nChanged 14
		SP:Iteration 14Q (35253.360000 sec): 3 clusters
  Score: Raw -105624.065685 + Penalty 2358.754995 = -103265.310690
  nChanged 11
		SP:Iteration 15Q (35253.510000 sec): 3 clusters
  Score: Raw -105636.319983 + Penalty 2358.754995 = -103277.564988
  nChanged 18
		SP:Iteration 16Q (35253.630000 sec): 3 clusters
  Score: Raw -105647.622198 + Penalty 2358.754995 = -103288.867203
  nChanged 11
		SP:Iteration 17Q (35253.790000 sec): 3 clusters
  Score: Raw -105654.597015 + Penalty 2358.754995 = -103295.842020
  nChanged 9
		SP:Iteration 18Q (35253.950000 sec): 3 clusters
  Score: Raw -105661.252360 + Penalty 2358.754995 = -103302.497365
  nChanged 8
		SP:Iteration 19Q (35254.110000 sec): 3 clusters
  Score: Raw -105666.061877 + Penalty 2358.754995 = -103307.306882
  nChanged 6
		SP:Iteration 20F (35254.270000 sec): 3 clusters
  Score: Raw -105669.089482 + Penalty 2358.754995 = -103310.334487
  nChanged 1
		SP:Iteration 21Q (35254.430000 sec): 3 clusters
  Score: Raw -105669.279877 + Penalty 2358.754995 = -103310.524882
  nChanged 0
		SP:Iteration 22F (35254.610000 sec): 3 clusters
  Score: Raw -105669.279877 + Penalty 2358.754995 = -103310.524882
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35254.700000 sec): 2 clusters
  Score: Raw -38894.308963 + Penalty 1066.167483 = -37828.141479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35254.850000 sec): 3 clusters
  Score: Raw -38761.257093 + Penalty 2132.334966 = -36628.922126
  nChanged 209
		SP:Iteration 1F (35255.010000 sec): 3 clusters
  Score: Raw -39043.849351 + Penalty 2132.334966 = -36911.514384
  nChanged 59
		SP:Iteration 2F (35255.170000 sec): 3 clusters
  Score: Raw -39155.393516 + Penalty 2132.334966 = -37023.058550
  nChanged 43
		SP:Iteration 3F (35255.330000 sec): 3 clusters
  Score: Raw -39225.692188 + Penalty 2132.334966 = -37093.357222
  nChanged 18
		SP:Iteration 4Q (35255.490000 sec): 3 clusters
  Score: Raw -39252.485551 + Penalty 2132.334966 = -37120.150585
  nChanged 10
		SP:Iteration 5Q (35255.650000 sec): 3 clusters
  Score: Raw -39268.069817 + Penalty 2132.334966 = -37135.734850
  nChanged 6
		SP:Iteration 6Q (35255.830000 sec): 3 clusters
  Score: Raw -39287.612198 + Penalty 2132.334966 = -37155.277232
  nChanged 6
		SP:Iteration 7Q (35255.990000 sec): 3 clusters
  Score: Raw -39297.085589 + Penalty 2132.334966 = -37164.750623
  nChanged 6
		SP:Iteration 8Q (35256.130000 sec): 3 clusters
  Score: Raw -39304.031796 + Penalty 2132.334966 = -37171.696829
  nChanged 5
		SP:Iteration 9Q (35256.250000 sec): 3 clusters
  Score: Raw -39310.166282 + Penalty 2132.334966 = -37177.831315
  nChanged 3
		SP:Iteration 10Q (35256.380000 sec): 3 clusters
  Score: Raw -39312.908156 + Penalty 2132.334966 = -37180.573190
  nChanged 1
		SP:Iteration 11Q (35256.510000 sec): 3 clusters
  Score: Raw -39313.730361 + Penalty 2132.334966 = -37181.395395
  nChanged 0
		SP:Iteration 12F (35256.640000 sec): 3 clusters
  Score: Raw -39313.730361 + Penalty 2132.334966 = -37181.395395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35256.700000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35256.830000 sec): 3 clusters
  Score: Raw -41611.267479 + Penalty 2014.505583 = -39596.761896
  nChanged 104
		SP:Iteration 1F (35256.990000 sec): 3 clusters
  Score: Raw -41741.052706 + Penalty 2014.505583 = -39726.547123
  nChanged 29
		SP:Iteration 2F (35257.210000 sec): 3 clusters
  Score: Raw -41778.882362 + Penalty 2014.505583 = -39764.376779
  nChanged 14
		SP:Iteration 3Q (35257.340000 sec): 3 clusters
  Score: Raw -41795.568249 + Penalty 2014.505583 = -39781.062666
  nChanged 11
		SP:Iteration 4Q (35257.470000 sec): 3 clusters
  Score: Raw -41818.571150 + Penalty 2014.505583 = -39804.065567
  nChanged 14
		SP:Iteration 5Q (35257.630000 sec): 3 clusters
  Score: Raw -41841.693344 + Penalty 2014.505583 = -39827.187761
  nChanged 7
		SP:Iteration 6Q (35257.790000 sec): 3 clusters
  Score: Raw -41853.878632 + Penalty 2014.505583 = -39839.373049
  nChanged 5
		SP:Iteration 7Q (35257.950000 sec): 3 clusters
  Score: Raw -41862.175525 + Penalty 2014.505583 = -39847.669943
  nChanged 1
		SP:Iteration 8Q (35258.110000 sec): 3 clusters
  Score: Raw -41863.499274 + Penalty 2014.505583 = -39848.993691
  nChanged 1
		SP:Iteration 9Q (35258.270000 sec): 3 clusters
  Score: Raw -41865.944080 + Penalty 2014.505583 = -39851.438497
  nChanged 1
		SP:Iteration 10Q (35258.430000 sec): 3 clusters
  Score: Raw -41866.831975 + Penalty 2014.505583 = -39852.326392
  nChanged 1
		SP:Iteration 11Q (35258.610000 sec): 3 clusters
  Score: Raw -41867.460079 + Penalty 2014.505583 = -39852.954497
  nChanged 2
		SP:Iteration 12Q (35258.810000 sec): 3 clusters
  Score: Raw -41869.096527 + Penalty 2014.505583 = -39854.590944
  nChanged 1
		SP:Iteration 13Q (35258.950000 sec): 3 clusters
  Score: Raw -41869.610401 + Penalty 2014.505583 = -39855.104819
  nChanged 0
		SP:Iteration 14F (35259.090000 sec): 3 clusters
  Score: Raw -41869.610401 + Penalty 2014.505583 = -39855.104819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (6770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35259.170000 sec): 2 clusters
  Score: Raw -552994.451181 + Penalty 1433.291659 = -551561.159521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35259.400000 sec): 3 clusters
  Score: Raw -549331.244466 + Penalty 2866.583319 = -546464.661147
  nChanged 2771
		SP:Iteration 1F (35259.600000 sec): 3 clusters
  Score: Raw -550790.819734 + Penalty 2866.583319 = -547924.236416
  nChanged 456
		SP:Iteration 2F (35259.800000 sec): 3 clusters
  Score: Raw -551016.271881 + Penalty 2866.583319 = -548149.688562
  nChanged 375
		SP:Iteration 3F (35259.950000 sec): 3 clusters
  Score: Raw -551202.793707 + Penalty 2866.583319 = -548336.210388
  nChanged 353
		SP:Iteration 4F (35260.130000 sec): 3 clusters
  Score: Raw -551380.551181 + Penalty 2866.583319 = -548513.967862
  nChanged 349
		SP:Iteration 5F (35260.310000 sec): 3 clusters
  Score: Raw -551568.102709 + Penalty 2866.583319 = -548701.519390
  nChanged 315
		SP:Iteration 6Q (35260.500000 sec): 3 clusters
  Score: Raw -551736.035368 + Penalty 2866.583319 = -548869.452049
  nChanged 288
		SP:Iteration 7Q (35260.730000 sec): 3 clusters
  Score: Raw -551895.069948 + Penalty 2866.583319 = -549028.486629
  nChanged 280
		SP:Iteration 8Q (35260.860000 sec): 3 clusters
  Score: Raw -552071.197243 + Penalty 2866.583319 = -549204.613924
  nChanged 280
		SP:Iteration 9Q (35261.030000 sec): 3 clusters
  Score: Raw -552246.845746 + Penalty 2866.583319 = -549380.262427
  nChanged 255
		SP:Iteration 10Q (35261.200000 sec): 3 clusters
  Score: Raw -552417.208617 + Penalty 2866.583319 = -549550.625298
  nChanged 246
		SP:Iteration 11Q (35261.380000 sec): 3 clusters
  Score: Raw -552594.109434 + Penalty 2866.583319 = -549727.526115
  nChanged 203
		SP:Iteration 12Q (35261.540000 sec): 3 clusters
  Score: Raw -552726.150418 + Penalty 2866.583319 = -549859.567099
  nChanged 168
		SP:Iteration 13Q (35261.740000 sec): 3 clusters
  Score: Raw -552841.811091 + Penalty 2866.583319 = -549975.227772
  nChanged 143
		SP:Iteration 14Q (35261.930000 sec): 3 clusters
  Score: Raw -552949.880146 + Penalty 2866.583319 = -550083.296827
  nChanged 111
		SP:Iteration 15Q (35262.130000 sec): 3 clusters
  Score: Raw -553036.002872 + Penalty 2866.583319 = -550169.419554
  nChanged 90
		SP:Iteration 16Q (35262.310000 sec): 3 clusters
  Score: Raw -553110.872409 + Penalty 2866.583319 = -550244.289090
  nChanged 59
		SP:Iteration 17Q (35262.500000 sec): 3 clusters
  Score: Raw -553160.361754 + Penalty 2866.583319 = -550293.778435
  nChanged 43
		SP:Iteration 18Q (35262.680000 sec): 3 clusters
  Score: Raw -553189.388627 + Penalty 2866.583319 = -550322.805308
  nChanged 41
		SP:Iteration 19Q (35262.860000 sec): 3 clusters
  Score: Raw -553220.012761 + Penalty 2866.583319 = -550353.429442
  nChanged 34
		SP:Iteration 20F (35263.040000 sec): 3 clusters
  Score: Raw -553239.085777 + Penalty 2866.583319 = -550372.502458
  nChanged 26
		SP:Iteration 21Q (35263.270000 sec): 3 clusters
  Score: Raw -553256.629451 + Penalty 2866.583319 = -550390.046132
  nChanged 27
		SP:Iteration 22Q (35263.400000 sec): 3 clusters
  Score: Raw -553271.823203 + Penalty 2866.583319 = -550405.239885
  nChanged 22
		SP:Iteration 23Q (35263.630000 sec): 3 clusters
  Score: Raw -553285.415048 + Penalty 2866.583319 = -550418.831729
  nChanged 16
		SP:Iteration 24Q (35263.810000 sec): 3 clusters
  Score: Raw -553297.942172 + Penalty 2866.583319 = -550431.358853
  nChanged 14
		SP:Iteration 25Q (35264.000000 sec): 3 clusters
  Score: Raw -553304.576247 + Penalty 2866.583319 = -550437.992928
  nChanged 8
		SP:Iteration 26Q (35264.170000 sec): 3 clusters
  Score: Raw -553306.669947 + Penalty 2866.583319 = -550440.086628
  nChanged 0
		SP:Iteration 27F (35264.400000 sec): 3 clusters
  Score: Raw -553306.669947 + Penalty 2866.583319 = -550440.086628
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35264.490000 sec): 2 clusters
  Score: Raw -479684.425527 + Penalty 1402.952361 = -478281.473165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35264.650000 sec): 3 clusters
  Score: Raw -476653.449277 + Penalty 2805.904723 = -473847.544554
  nChanged 2307
		SP:Iteration 1F (35264.830000 sec): 3 clusters
  Score: Raw -477954.746661 + Penalty 2805.904723 = -475148.841939
  nChanged 442
		SP:Iteration 2F (35265.010000 sec): 3 clusters
  Score: Raw -478230.572743 + Penalty 2805.904723 = -475424.668020
  nChanged 356
		SP:Iteration 3F (35265.160000 sec): 3 clusters
  Score: Raw -478457.328018 + Penalty 2805.904723 = -475651.423295
  nChanged 314
		SP:Iteration 4F (35265.340000 sec): 3 clusters
  Score: Raw -478658.031173 + Penalty 2805.904723 = -475852.126450
  nChanged 291
		SP:Iteration 5F (35265.530000 sec): 3 clusters
  Score: Raw -478849.541251 + Penalty 2805.904723 = -476043.636528
  nChanged 246
		SP:Iteration 6Q (35265.710000 sec): 3 clusters
  Score: Raw -478998.335001 + Penalty 2805.904723 = -476192.430278
  nChanged 223
		SP:Iteration 7Q (35265.910000 sec): 3 clusters
  Score: Raw -479140.982552 + Penalty 2805.904723 = -476335.077830
  nChanged 210
		SP:Iteration 8Q (35266.110000 sec): 3 clusters
  Score: Raw -479295.513921 + Penalty 2805.904723 = -476489.609199
  nChanged 211
		SP:Iteration 9Q (35266.300000 sec): 3 clusters
  Score: Raw -479449.593911 + Penalty 2805.904723 = -476643.689188
  nChanged 186
		SP:Iteration 10Q (35266.450000 sec): 3 clusters
  Score: Raw -479577.325382 + Penalty 2805.904723 = -476771.420660
  nChanged 184
		SP:Iteration 11Q (35266.680000 sec): 3 clusters
  Score: Raw -479693.630801 + Penalty 2805.904723 = -476887.726079
  nChanged 131
		SP:Iteration 12Q (35266.830000 sec): 3 clusters
  Score: Raw -479765.882090 + Penalty 2805.904723 = -476959.977368
  nChanged 103
		SP:Iteration 13Q (35266.990000 sec): 3 clusters
  Score: Raw -479814.803127 + Penalty 2805.904723 = -477008.898404
  nChanged 85
		SP:Iteration 14Q (35267.160000 sec): 3 clusters
  Score: Raw -479853.771199 + Penalty 2805.904723 = -477047.866476
  nChanged 68
		SP:Iteration 15Q (35267.300000 sec): 3 clusters
  Score: Raw -479879.687975 + Penalty 2805.904723 = -477073.783253
  nChanged 48
		SP:Iteration 16Q (35267.480000 sec): 3 clusters
  Score: Raw -479897.038196 + Penalty 2805.904723 = -477091.133473
  nChanged 42
		SP:Iteration 17Q (35267.620000 sec): 3 clusters
  Score: Raw -479907.773868 + Penalty 2805.904723 = -477101.869145
  nChanged 21
		SP:Iteration 18Q (35267.800000 sec): 3 clusters
  Score: Raw -479914.038733 + Penalty 2805.904723 = -477108.134011
  nChanged 17
		SP:Iteration 19Q (35268.000000 sec): 3 clusters
  Score: Raw -479918.513045 + Penalty 2805.904723 = -477112.608322
  nChanged 15
		SP:Iteration 20F (35268.160000 sec): 3 clusters
  Score: Raw -479921.737341 + Penalty 2805.904723 = -477115.832618
  nChanged 10
		SP:Iteration 21Q (35268.380000 sec): 3 clusters
  Score: Raw -479924.446414 + Penalty 2805.904723 = -477118.541691
  nChanged 17
		SP:Iteration 22Q (35268.500000 sec): 3 clusters
  Score: Raw -479928.777499 + Penalty 2805.904723 = -477122.872776
  nChanged 16
		SP:Iteration 23Q (35268.660000 sec): 3 clusters
  Score: Raw -479932.247806 + Penalty 2805.904723 = -477126.343083
  nChanged 9
		SP:Iteration 24Q (35268.850000 sec): 3 clusters
  Score: Raw -479934.031678 + Penalty 2805.904723 = -477128.126956
  nChanged 13
		SP:Iteration 25Q (35269.010000 sec): 3 clusters
  Score: Raw -479936.866356 + Penalty 2805.904723 = -477130.961633
  nChanged 8
		SP:Iteration 26Q (35269.250000 sec): 3 clusters
  Score: Raw -479938.821116 + Penalty 2805.904723 = -477132.916393
  nChanged 7
		SP:Iteration 27Q (35269.380000 sec): 3 clusters
  Score: Raw -479940.586073 + Penalty 2805.904723 = -477134.681350
  nChanged 7
		SP:Iteration 28Q (35269.560000 sec): 3 clusters
  Score: Raw -479942.153617 + Penalty 2805.904723 = -477136.248895
  nChanged 7
		SP:Iteration 29Q (35269.690000 sec): 3 clusters
  Score: Raw -479943.364254 + Penalty 2805.904723 = -477137.459532
  nChanged 4
		SP:Iteration 30Q (35269.890000 sec): 3 clusters
  Score: Raw -479944.036479 + Penalty 2805.904723 = -477138.131756
  nChanged 1
		SP:Iteration 31Q (35270.090000 sec): 3 clusters
  Score: Raw -479944.131518 + Penalty 2805.904723 = -477138.226795
  nChanged 0
		SP:Iteration 32F (35270.290000 sec): 3 clusters
  Score: Raw -479944.131518 + Penalty 2805.904723 = -477138.226795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35270.370000 sec): 2 clusters
  Score: Raw -841139.483487 + Penalty 1495.342317 = -839644.141170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35270.530000 sec): 3 clusters
  Score: Raw -835495.990482 + Penalty 2990.684634 = -832505.305848
  nChanged 4270
		SP:Iteration 1F (35270.750000 sec): 3 clusters
  Score: Raw -837738.461092 + Penalty 2990.684634 = -834747.776457
  nChanged 624
		SP:Iteration 2F (35270.950000 sec): 3 clusters
  Score: Raw -837990.468210 + Penalty 2990.684634 = -834999.783576
  nChanged 479
		SP:Iteration 3Q (35271.130000 sec): 3 clusters
  Score: Raw -838175.623930 + Penalty 2990.684634 = -835184.939296
  nChanged 413
		SP:Iteration 4Q (35271.310000 sec): 3 clusters
  Score: Raw -838325.093769 + Penalty 2990.684634 = -835334.409134
  nChanged 364
		SP:Iteration 5Q (35271.560000 sec): 3 clusters
  Score: Raw -838451.643673 + Penalty 2990.684634 = -835460.959039
  nChanged 325
		SP:Iteration 6Q (35271.780000 sec): 3 clusters
  Score: Raw -838556.612153 + Penalty 2990.684634 = -835565.927519
  nChanged 295
		SP:Iteration 7Q (35272.000000 sec): 3 clusters
  Score: Raw -838651.646217 + Penalty 2990.684634 = -835660.961583
  nChanged 283
		SP:Iteration 8Q (35272.190000 sec): 3 clusters
  Score: Raw -838752.655297 + Penalty 2990.684634 = -835761.970662
  nChanged 262
		SP:Iteration 9Q (35272.420000 sec): 3 clusters
  Score: Raw -838841.675032 + Penalty 2990.684634 = -835850.990397
  nChanged 252
		SP:Iteration 10Q (35272.640000 sec): 3 clusters
  Score: Raw -838938.432315 + Penalty 2990.684634 = -835947.747681
  nChanged 258
		SP:Iteration 11Q (35272.860000 sec): 3 clusters
  Score: Raw -839045.269807 + Penalty 2990.684634 = -836054.585172
  nChanged 267
		SP:Iteration 12Q (35273.060000 sec): 3 clusters
  Score: Raw -839142.952212 + Penalty 2990.684634 = -836152.267578
  nChanged 259
		SP:Iteration 13Q (35273.250000 sec): 3 clusters
  Score: Raw -839250.322561 + Penalty 2990.684634 = -836259.637927
  nChanged 288
		SP:Iteration 14Q (35273.460000 sec): 3 clusters
  Score: Raw -839371.729670 + Penalty 2990.684634 = -836381.045036
  nChanged 315
		SP:Iteration 15Q (35273.680000 sec): 3 clusters
  Score: Raw -839513.545607 + Penalty 2990.684634 = -836522.860972
  nChanged 333
		SP:Iteration 16Q (35273.860000 sec): 3 clusters
  Score: Raw -839684.180722 + Penalty 2990.684634 = -836693.496088
  nChanged 345
		SP:Iteration 17Q (35274.050000 sec): 3 clusters
  Score: Raw -839874.508550 + Penalty 2990.684634 = -836883.823916
  nChanged 345
		SP:Iteration 18Q (35274.250000 sec): 3 clusters
  Score: Raw -840062.971772 + Penalty 2990.684634 = -837072.287138
  nChanged 352
		SP:Iteration 19Q (35274.500000 sec): 3 clusters
  Score: Raw -840247.325030 + Penalty 2990.684634 = -837256.640395
  nChanged 292
		SP:Iteration 20F (35274.720000 sec): 3 clusters
  Score: Raw -840373.027781 + Penalty 2990.684634 = -837382.343146
  nChanged 222
		SP:Iteration 21Q (35274.870000 sec): 3 clusters
  Score: Raw -840455.083564 + Penalty 2990.684634 = -837464.398929
  nChanged 211
		SP:Iteration 22Q (35275.110000 sec): 3 clusters
  Score: Raw -840531.776019 + Penalty 2990.684634 = -837541.091385
  nChanged 178
		SP:Iteration 23Q (35275.330000 sec): 3 clusters
  Score: Raw -840587.108699 + Penalty 2990.684634 = -837596.424064
  nChanged 139
		SP:Iteration 24Q (35275.560000 sec): 3 clusters
  Score: Raw -840631.543930 + Penalty 2990.684634 = -837640.859296
  nChanged 125
		SP:Iteration 25Q (35275.740000 sec): 3 clusters
  Score: Raw -840674.139922 + Penalty 2990.684634 = -837683.455288
  nChanged 127
		SP:Iteration 26Q (35275.930000 sec): 3 clusters
  Score: Raw -840713.280203 + Penalty 2990.684634 = -837722.595569
  nChanged 115
		SP:Iteration 27Q (35276.130000 sec): 3 clusters
  Score: Raw -840746.212601 + Penalty 2990.684634 = -837755.527966
  nChanged 107
		SP:Iteration 28Q (35276.350000 sec): 3 clusters
  Score: Raw -840774.188268 + Penalty 2990.684634 = -837783.503634
  nChanged 102
		SP:Iteration 29Q (35276.540000 sec): 3 clusters
  Score: Raw -840806.110146 + Penalty 2990.684634 = -837815.425512
  nChanged 119
		SP:Iteration 30Q (35276.740000 sec): 3 clusters
  Score: Raw -840849.443834 + Penalty 2990.684634 = -837858.759200
  nChanged 136
		SP:Iteration 31Q (35276.940000 sec): 3 clusters
  Score: Raw -840901.835738 + Penalty 2990.684634 = -837911.151103
  nChanged 122
		SP:Iteration 32Q (35277.140000 sec): 3 clusters
  Score: Raw -840947.553043 + Penalty 2990.684634 = -837956.868408
  nChanged 119
		SP:Iteration 33Q (35277.360000 sec): 3 clusters
  Score: Raw -840989.352557 + Penalty 2990.684634 = -837998.667922
  nChanged 112
		SP:Iteration 34Q (35277.570000 sec): 3 clusters
  Score: Raw -841030.165103 + Penalty 2990.684634 = -838039.480469
  nChanged 124
		SP:Iteration 35Q (35277.810000 sec): 3 clusters
  Score: Raw -841072.455784 + Penalty 2990.684634 = -838081.771150
  nChanged 110
		SP:Iteration 36Q (35278.060000 sec): 3 clusters
  Score: Raw -841109.209839 + Penalty 2990.684634 = -838118.525204
  nChanged 96
		SP:Iteration 37Q (35278.220000 sec): 3 clusters
  Score: Raw -841142.625876 + Penalty 2990.684634 = -838151.941242
  nChanged 107
		SP:Iteration 38Q (35278.430000 sec): 3 clusters
  Score: Raw -841178.827946 + Penalty 2990.684634 = -838188.143311
  nChanged 106
		SP:Iteration 39Q (35278.640000 sec): 3 clusters
  Score: Raw -841213.755825 + Penalty 2990.684634 = -838223.071191
  nChanged 112
		SP:Iteration 40F (35278.820000 sec): 3 clusters
  Score: Raw -841250.560130 + Penalty 2990.684634 = -838259.875496
  nChanged 94
		SP:Iteration 41Q (35279.040000 sec): 3 clusters
  Score: Raw -841284.563822 + Penalty 2990.684634 = -838293.879187
  nChanged 92
		SP:Iteration 42Q (35279.230000 sec): 3 clusters
  Score: Raw -841319.249094 + Penalty 2990.684634 = -838328.564459
  nChanged 96
		SP:Iteration 43Q (35279.440000 sec): 3 clusters
  Score: Raw -841350.407232 + Penalty 2990.684634 = -838359.722597
  nChanged 87
		SP:Iteration 44Q (35279.640000 sec): 3 clusters
  Score: Raw -841381.190486 + Penalty 2990.684634 = -838390.505851
  nChanged 98
		SP:Iteration 45Q (35279.850000 sec): 3 clusters
  Score: Raw -841418.181994 + Penalty 2990.684634 = -838427.497359
  nChanged 100
		SP:Iteration 46Q (35279.970000 sec): 3 clusters
  Score: Raw -841455.593389 + Penalty 2990.684634 = -838464.908754
  nChanged 88
		SP:Iteration 47Q (35280.190000 sec): 3 clusters
  Score: Raw -841488.731537 + Penalty 2990.684634 = -838498.046903
  nChanged 79
		SP:Iteration 48Q (35280.360000 sec): 3 clusters
  Score: Raw -841519.071881 + Penalty 2990.684634 = -838528.387247
  nChanged 76
		SP:Iteration 49Q (35280.550000 sec): 3 clusters
  Score: Raw -841546.174706 + Penalty 2990.684634 = -838555.490071
  nChanged 64
		SP:Iteration 50Q (35280.780000 sec): 3 clusters
  Score: Raw -841570.573105 + Penalty 2990.684634 = -838579.888471
  nChanged 63
		SP:Iteration 51Q (35280.950000 sec): 3 clusters
  Score: Raw -841595.783381 + Penalty 2990.684634 = -838605.098747
  nChanged 62
		SP:Iteration 52Q (35281.180000 sec): 3 clusters
  Score: Raw -841617.056490 + Penalty 2990.684634 = -838626.371855
  nChanged 46
		SP:Iteration 53Q (35281.320000 sec): 3 clusters
  Score: Raw -841631.027706 + Penalty 2990.684634 = -838640.343072
  nChanged 30
		SP:Iteration 54Q (35281.500000 sec): 3 clusters
  Score: Raw -841639.676772 + Penalty 2990.684634 = -838648.992137
  nChanged 22
		SP:Iteration 55Q (35281.690000 sec): 3 clusters
  Score: Raw -841645.791894 + Penalty 2990.684634 = -838655.107260
  nChanged 24
		SP:Iteration 56Q (35281.900000 sec): 3 clusters
  Score: Raw -841653.372919 + Penalty 2990.684634 = -838662.688285
  nChanged 23
		SP:Iteration 57Q (35282.090000 sec): 3 clusters
  Score: Raw -841659.187643 + Penalty 2990.684634 = -838668.503008
  nChanged 27
		SP:Iteration 58Q (35282.310000 sec): 3 clusters
  Score: Raw -841667.407351 + Penalty 2990.684634 = -838676.722716
  nChanged 25
		SP:Iteration 59Q (35282.500000 sec): 3 clusters
  Score: Raw -841675.424298 + Penalty 2990.684634 = -838684.739663
  nChanged 21
		SP:Iteration 60F (35282.720000 sec): 3 clusters
  Score: Raw -841682.888262 + Penalty 2990.684634 = -838692.203628
  nChanged 25
		SP:Iteration 61Q (35282.880000 sec): 3 clusters
  Score: Raw -841690.270197 + Penalty 2990.684634 = -838699.585563
  nChanged 21
		SP:Iteration 62Q (35283.050000 sec): 3 clusters
  Score: Raw -841695.637231 + Penalty 2990.684634 = -838704.952597
  nChanged 14
		SP:Iteration 63Q (35283.260000 sec): 3 clusters
  Score: Raw -841699.546168 + Penalty 2990.684634 = -838708.861534
  nChanged 12
		SP:Iteration 64Q (35283.440000 sec): 3 clusters
  Score: Raw -841702.957333 + Penalty 2990.684634 = -838712.272698
  nChanged 14
		SP:Iteration 65Q (35283.590000 sec): 3 clusters
  Score: Raw -841706.853198 + Penalty 2990.684634 = -838716.168564
  nChanged 8
		SP:Iteration 66Q (35283.750000 sec): 3 clusters
  Score: Raw -841708.844640 + Penalty 2990.684634 = -838718.160006
  nChanged 5
		SP:Iteration 67Q (35283.930000 sec): 3 clusters
  Score: Raw -841710.100131 + Penalty 2990.684634 = -838719.415496
  nChanged 5
		SP:Iteration 68Q (35284.140000 sec): 3 clusters
  Score: Raw -841711.403837 + Penalty 2990.684634 = -838720.719203
  nChanged 8
		SP:Iteration 69Q (35284.320000 sec): 3 clusters
  Score: Raw -841713.213569 + Penalty 2990.684634 = -838722.528935
  nChanged 6
		SP:Iteration 70Q (35284.490000 sec): 3 clusters
  Score: Raw -841714.785654 + Penalty 2990.684634 = -838724.101019
  nChanged 7
		SP:Iteration 71Q (35284.770000 sec): 3 clusters
  Score: Raw -841716.307614 + Penalty 2990.684634 = -838725.622980
  nChanged 1
		SP:Iteration 72Q (35284.950000 sec): 3 clusters
  Score: Raw -841716.670430 + Penalty 2990.684634 = -838725.985796
  nChanged 1
		SP:Iteration 73Q (35285.150000 sec): 3 clusters
  Score: Raw -841716.835792 + Penalty 2990.684634 = -838726.151158
  nChanged 1
		SP:Iteration 74Q (35285.350000 sec): 3 clusters
  Score: Raw -841716.950221 + Penalty 2990.684634 = -838726.265587
  nChanged 0
		SP:Iteration 75F (35285.520000 sec): 3 clusters
  Score: Raw -841716.950221 + Penalty 2990.684634 = -838726.265587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35285.610000 sec): 2 clusters
  Score: Raw -197954.104581 + Penalty 1290.633864 = -196663.470718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35285.790000 sec): 3 clusters
  Score: Raw -196694.751370 + Penalty 2581.267727 = -194113.483643
  nChanged 1035
		SP:Iteration 1F (35285.900000 sec): 3 clusters
  Score: Raw -197552.072472 + Penalty 2581.267727 = -194970.804745
  nChanged 284
		SP:Iteration 2F (35286.030000 sec): 3 clusters
  Score: Raw -197879.522054 + Penalty 2581.267727 = -195298.254327
  nChanged 198
		SP:Iteration 3F (35286.170000 sec): 3 clusters
  Score: Raw -198109.436571 + Penalty 2581.267727 = -195528.168843
  nChanged 164
		SP:Iteration 4F (35286.290000 sec): 3 clusters
  Score: Raw -198291.375406 + Penalty 2581.267727 = -195710.107679
  nChanged 132
		SP:Iteration 5Q (35286.380000 sec): 3 clusters
  Score: Raw -198409.825385 + Penalty 2581.267727 = -195828.557657
  nChanged 110
		SP:Iteration 6Q (35286.520000 sec): 3 clusters
  Score: Raw -198513.889341 + Penalty 2581.267727 = -195932.621614
  nChanged 107
		SP:Iteration 7Q (35286.690000 sec): 3 clusters
  Score: Raw -198617.230222 + Penalty 2581.267727 = -196035.962495
  nChanged 96
		SP:Iteration 8Q (35286.860000 sec): 3 clusters
  Score: Raw -198702.296364 + Penalty 2581.267727 = -196121.028637
  nChanged 63
		SP:Iteration 9Q (35287.020000 sec): 3 clusters
  Score: Raw -198744.360104 + Penalty 2581.267727 = -196163.092377
  nChanged 45
		SP:Iteration 10Q (35287.220000 sec): 3 clusters
  Score: Raw -198778.240966 + Penalty 2581.267727 = -196196.973239
  nChanged 39
		SP:Iteration 11Q (35287.380000 sec): 3 clusters
  Score: Raw -198803.359898 + Penalty 2581.267727 = -196222.092170
  nChanged 26
		SP:Iteration 12Q (35287.550000 sec): 3 clusters
  Score: Raw -198819.719343 + Penalty 2581.267727 = -196238.451616
  nChanged 24
		SP:Iteration 13Q (35287.680000 sec): 3 clusters
  Score: Raw -198832.489000 + Penalty 2581.267727 = -196251.221273
  nChanged 17
		SP:Iteration 14Q (35287.860000 sec): 3 clusters
  Score: Raw -198839.679922 + Penalty 2581.267727 = -196258.412194
  nChanged 8
		SP:Iteration 15Q (35288.050000 sec): 3 clusters
  Score: Raw -198842.573403 + Penalty 2581.267727 = -196261.305676
  nChanged 6
		SP:Iteration 16Q (35288.230000 sec): 3 clusters
  Score: Raw -198844.494996 + Penalty 2581.267727 = -196263.227269
  nChanged 4
		SP:Iteration 17Q (35288.390000 sec): 3 clusters
  Score: Raw -198847.578606 + Penalty 2581.267727 = -196266.310879
  nChanged 7
		SP:Iteration 18Q (35288.590000 sec): 3 clusters
  Score: Raw -198849.209058 + Penalty 2581.267727 = -196267.941330
  nChanged 2
		SP:Iteration 19Q (35288.750000 sec): 3 clusters
  Score: Raw -198849.557304 + Penalty 2581.267727 = -196268.289577
  nChanged 0
		SP:Iteration 20F (35288.900000 sec): 3 clusters
  Score: Raw -198849.557304 + Penalty 2581.267727 = -196268.289577
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35288.990000 sec): 2 clusters
  Score: Raw -289562.493349 + Penalty 1334.365974 = -288228.127375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35289.170000 sec): 3 clusters
  Score: Raw -287762.136757 + Penalty 2668.731948 = -285093.404810
  nChanged 1452
		SP:Iteration 1F (35289.320000 sec): 3 clusters
  Score: Raw -288609.617085 + Penalty 2668.731948 = -285940.885138
  nChanged 289
		SP:Iteration 2F (35289.480000 sec): 3 clusters
  Score: Raw -288787.623345 + Penalty 2668.731948 = -286118.891397
  nChanged 192
		SP:Iteration 3F (35289.640000 sec): 3 clusters
  Score: Raw -288904.073006 + Penalty 2668.731948 = -286235.341059
  nChanged 154
		SP:Iteration 4Q (35289.830000 sec): 3 clusters
  Score: Raw -288996.930552 + Penalty 2668.731948 = -286328.198604
  nChanged 116
		SP:Iteration 5Q (35290.020000 sec): 3 clusters
  Score: Raw -289064.929246 + Penalty 2668.731948 = -286396.197298
  nChanged 105
		SP:Iteration 6Q (35290.150000 sec): 3 clusters
  Score: Raw -289113.829587 + Penalty 2668.731948 = -286445.097639
  nChanged 82
		SP:Iteration 7Q (35290.280000 sec): 3 clusters
  Score: Raw -289152.635544 + Penalty 2668.731948 = -286483.903596
  nChanged 72
		SP:Iteration 8Q (35290.450000 sec): 3 clusters
  Score: Raw -289188.730847 + Penalty 2668.731948 = -286519.998899
  nChanged 73
		SP:Iteration 9Q (35290.670000 sec): 3 clusters
  Score: Raw -289222.008484 + Penalty 2668.731948 = -286553.276537
  nChanged 58
		SP:Iteration 10Q (35290.810000 sec): 3 clusters
  Score: Raw -289249.728002 + Penalty 2668.731948 = -286580.996055
  nChanged 50
		SP:Iteration 11Q (35291.030000 sec): 3 clusters
  Score: Raw -289269.206733 + Penalty 2668.731948 = -286600.474785
  nChanged 41
		SP:Iteration 12Q (35291.180000 sec): 3 clusters
  Score: Raw -289283.045154 + Penalty 2668.731948 = -286614.313206
  nChanged 32
		SP:Iteration 13Q (35291.350000 sec): 3 clusters
  Score: Raw -289295.462018 + Penalty 2668.731948 = -286626.730070
  nChanged 25
		SP:Iteration 14Q (35291.540000 sec): 3 clusters
  Score: Raw -289305.758094 + Penalty 2668.731948 = -286637.026146
  nChanged 30
		SP:Iteration 15Q (35291.720000 sec): 3 clusters
  Score: Raw -289317.953839 + Penalty 2668.731948 = -286649.221892
  nChanged 29
		SP:Iteration 16Q (35291.870000 sec): 3 clusters
  Score: Raw -289326.923851 + Penalty 2668.731948 = -286658.191903
  nChanged 17
		SP:Iteration 17Q (35292.020000 sec): 3 clusters
  Score: Raw -289330.243856 + Penalty 2668.731948 = -286661.511908
  nChanged 12
		SP:Iteration 18Q (35292.230000 sec): 3 clusters
  Score: Raw -289333.045556 + Penalty 2668.731948 = -286664.313608
  nChanged 10
		SP:Iteration 19Q (35292.380000 sec): 3 clusters
  Score: Raw -289338.019245 + Penalty 2668.731948 = -286669.287297
  nChanged 8
		SP:Iteration 20F (35292.540000 sec): 3 clusters
  Score: Raw -289340.570138 + Penalty 2668.731948 = -286671.838190
  nChanged 12
		SP:Iteration 21Q (35292.750000 sec): 3 clusters
  Score: Raw -289344.818181 + Penalty 2668.731948 = -286676.086234
  nChanged 11
		SP:Iteration 22Q (35292.920000 sec): 3 clusters
  Score: Raw -289348.708626 + Penalty 2668.731948 = -286679.976678
  nChanged 12
		SP:Iteration 23Q (35293.070000 sec): 3 clusters
  Score: Raw -289352.846324 + Penalty 2668.731948 = -286684.114376
  nChanged 15
		SP:Iteration 24Q (35293.280000 sec): 3 clusters
  Score: Raw -289358.097113 + Penalty 2668.731948 = -286689.365165
  nChanged 18
		SP:Iteration 25Q (35293.430000 sec): 3 clusters
  Score: Raw -289364.474063 + Penalty 2668.731948 = -286695.742115
  nChanged 16
		SP:Iteration 26Q (35293.610000 sec): 3 clusters
  Score: Raw -289369.809154 + Penalty 2668.731948 = -286701.077206
  nChanged 12
		SP:Iteration 27Q (35293.750000 sec): 3 clusters
  Score: Raw -289373.193310 + Penalty 2668.731948 = -286704.461362
  nChanged 8
		SP:Iteration 28Q (35293.900000 sec): 3 clusters
  Score: Raw -289375.157920 + Penalty 2668.731948 = -286706.425972
  nChanged 9
		SP:Iteration 29Q (35294.060000 sec): 3 clusters
  Score: Raw -289377.234159 + Penalty 2668.731948 = -286708.502211
  nChanged 6
		SP:Iteration 30Q (35294.250000 sec): 3 clusters
  Score: Raw -289378.580478 + Penalty 2668.731948 = -286709.848530
  nChanged 5
		SP:Iteration 31Q (35294.430000 sec): 3 clusters
  Score: Raw -289379.931620 + Penalty 2668.731948 = -286711.199672
  nChanged 4
		SP:Iteration 32Q (35294.570000 sec): 3 clusters
  Score: Raw -289381.322868 + Penalty 2668.731948 = -286712.590920
  nChanged 6
		SP:Iteration 33Q (35294.770000 sec): 3 clusters
  Score: Raw -289382.887078 + Penalty 2668.731948 = -286714.155131
  nChanged 7
		SP:Iteration 34Q (35294.950000 sec): 3 clusters
  Score: Raw -289384.777159 + Penalty 2668.731948 = -286716.045212
  nChanged 3
		SP:Iteration 35Q (35295.090000 sec): 3 clusters
  Score: Raw -289385.339399 + Penalty 2668.731948 = -286716.607451
  nChanged 3
		SP:Iteration 36Q (35295.320000 sec): 3 clusters
  Score: Raw -289386.112421 + Penalty 2668.731948 = -286717.380474
  nChanged 5
		SP:Iteration 37Q (35295.470000 sec): 3 clusters
  Score: Raw -289387.205791 + Penalty 2668.731948 = -286718.473843
  nChanged 2
		SP:Iteration 38Q (35295.670000 sec): 3 clusters
  Score: Raw -289387.508429 + Penalty 2668.731948 = -286718.776481
  nChanged 0
		SP:Iteration 39F (35295.800000 sec): 3 clusters
  Score: Raw -289387.508429 + Penalty 2668.731948 = -286718.776481
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35295.930000 sec): 2 clusters
  Score: Raw -59064.652926 + Penalty 1080.880429 = -57983.772496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35296.050000 sec): 3 clusters
  Score: Raw -58846.875331 + Penalty 2161.760859 = -56685.114472
  nChanged 221
		SP:Iteration 1F (35296.220000 sec): 3 clusters
  Score: Raw -59042.326957 + Penalty 2161.760859 = -56880.566098
  nChanged 57
		SP:Iteration 2F (35296.360000 sec): 3 clusters
  Score: Raw -59114.176841 + Penalty 2161.760859 = -56952.415982
  nChanged 33
		SP:Iteration 3Q (35296.520000 sec): 3 clusters
  Score: Raw -59139.446803 + Penalty 2161.760859 = -56977.685944
  nChanged 10
		SP:Iteration 4Q (35296.670000 sec): 3 clusters
  Score: Raw -59152.627800 + Penalty 2161.760859 = -56990.866941
  nChanged 9
		SP:Iteration 5Q (35296.800000 sec): 3 clusters
  Score: Raw -59161.217424 + Penalty 2161.760859 = -56999.456565
  nChanged 8
		SP:Iteration 6Q (35296.900000 sec): 3 clusters
  Score: Raw -59166.035310 + Penalty 2161.760859 = -57004.274451
  nChanged 6
		SP:Iteration 7Q (35297.050000 sec): 3 clusters
  Score: Raw -59174.467808 + Penalty 2161.760859 = -57012.706949
  nChanged 8
		SP:Iteration 8Q (35297.210000 sec): 3 clusters
  Score: Raw -59181.859442 + Penalty 2161.760859 = -57020.098583
  nChanged 4
		SP:Iteration 9Q (35297.360000 sec): 3 clusters
  Score: Raw -59186.077747 + Penalty 2161.760859 = -57024.316888
  nChanged 4
		SP:Iteration 10Q (35297.510000 sec): 3 clusters
  Score: Raw -59189.137666 + Penalty 2161.760859 = -57027.376808
  nChanged 4
		SP:Iteration 11Q (35297.640000 sec): 3 clusters
  Score: Raw -59196.088433 + Penalty 2161.760859 = -57034.327574
  nChanged 5
		SP:Iteration 12Q (35297.840000 sec): 3 clusters
  Score: Raw -59201.227284 + Penalty 2161.760859 = -57039.466426
  nChanged 5
		SP:Iteration 13Q (35298.000000 sec): 3 clusters
  Score: Raw -59206.009050 + Penalty 2161.760859 = -57044.248191
  nChanged 6
		SP:Iteration 14Q (35298.150000 sec): 3 clusters
  Score: Raw -59210.265656 + Penalty 2161.760859 = -57048.504797
  nChanged 5
		SP:Iteration 15Q (35298.280000 sec): 3 clusters
  Score: Raw -59216.819510 + Penalty 2161.760859 = -57055.058651
  nChanged 7
		SP:Iteration 16Q (35298.490000 sec): 3 clusters
  Score: Raw -59227.983589 + Penalty 2161.760859 = -57066.222730
  nChanged 4
		SP:Iteration 17Q (35298.600000 sec): 3 clusters
  Score: Raw -59232.780994 + Penalty 2161.760859 = -57071.020135
  nChanged 4
		SP:Iteration 18Q (35298.790000 sec): 3 clusters
  Score: Raw -59235.299000 + Penalty 2161.760859 = -57073.538141
  nChanged 1
		SP:Iteration 19Q (35298.970000 sec): 3 clusters
  Score: Raw -59236.105710 + Penalty 2161.760859 = -57074.344851
  nChanged 2
		SP:Iteration 20F (35299.130000 sec): 3 clusters
  Score: Raw -59238.082336 + Penalty 2161.760859 = -57076.321477
  nChanged 2
		SP:Iteration 21Q (35299.280000 sec): 3 clusters
  Score: Raw -59239.920458 + Penalty 2161.760859 = -57078.159599
  nChanged 2
		SP:Iteration 22Q (35299.440000 sec): 3 clusters
  Score: Raw -59249.598044 + Penalty 2161.760859 = -57087.837185
  nChanged 2
		SP:Iteration 23Q (35299.620000 sec): 3 clusters
  Score: Raw -59251.078024 + Penalty 2161.760859 = -57089.317165
  nChanged 2
		SP:Iteration 24Q (35299.760000 sec): 3 clusters
  Score: Raw -59253.167571 + Penalty 2161.760859 = -57091.406712
  nChanged 1
		SP:Iteration 25Q (35299.920000 sec): 3 clusters
  Score: Raw -59254.013530 + Penalty 2161.760859 = -57092.252671
  nChanged 1
		SP:Iteration 26Q (35300.080000 sec): 3 clusters
  Score: Raw -59255.985212 + Penalty 2161.760859 = -57094.224353
  nChanged 2
		SP:Iteration 27Q (35300.290000 sec): 3 clusters
  Score: Raw -59257.641680 + Penalty 2161.760859 = -57095.880821
  nChanged 0
		SP:Iteration 28F (35300.450000 sec): 3 clusters
  Score: Raw -59257.641680 + Penalty 2161.760859 = -57095.880821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35300.580000 sec): 2 clusters
  Score: Raw -107676.302608 + Penalty 1167.994289 = -106508.308319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35300.690000 sec): 3 clusters
  Score: Raw -107203.945351 + Penalty 2335.988578 = -104867.956773
  nChanged 419
		SP:Iteration 1F (35300.900000 sec): 3 clusters
  Score: Raw -107537.607957 + Penalty 2335.988578 = -105201.619378
  nChanged 99
		SP:Iteration 2F (35301.060000 sec): 3 clusters
  Score: Raw -107661.988181 + Penalty 2335.988578 = -105325.999602
  nChanged 90
		SP:Iteration 3F (35301.200000 sec): 3 clusters
  Score: Raw -107773.659218 + Penalty 2335.988578 = -105437.670640
  nChanged 69
		SP:Iteration 4F (35301.330000 sec): 3 clusters
  Score: Raw -107903.593276 + Penalty 2335.988578 = -105567.604698
  nChanged 65
		SP:Iteration 5Q (35301.470000 sec): 3 clusters
  Score: Raw -108061.215362 + Penalty 2335.988578 = -105725.226783
  nChanged 51
		SP:Iteration 6Q (35301.630000 sec): 3 clusters
  Score: Raw -108210.894223 + Penalty 2335.988578 = -105874.905644
  nChanged 56
		SP:Iteration 7Q (35301.790000 sec): 3 clusters
  Score: Raw -108321.263201 + Penalty 2335.988578 = -105985.274622
  nChanged 46
		SP:Iteration 8Q (35301.980000 sec): 3 clusters
  Score: Raw -108397.470128 + Penalty 2335.988578 = -106061.481550
  nChanged 25
		SP:Iteration 9Q (35302.120000 sec): 3 clusters
  Score: Raw -108436.148114 + Penalty 2335.988578 = -106100.159536
  nChanged 15
		SP:Iteration 10Q (35302.260000 sec): 3 clusters
  Score: Raw -108463.329622 + Penalty 2335.988578 = -106127.341043
  nChanged 14
		SP:Iteration 11Q (35302.400000 sec): 3 clusters
  Score: Raw -108485.245443 + Penalty 2335.988578 = -106149.256865
  nChanged 13
		SP:Iteration 12Q (35302.570000 sec): 3 clusters
  Score: Raw -108504.679141 + Penalty 2335.988578 = -106168.690563
  nChanged 9
		SP:Iteration 13Q (35302.700000 sec): 3 clusters
  Score: Raw -108517.734203 + Penalty 2335.988578 = -106181.745624
  nChanged 10
		SP:Iteration 14Q (35302.870000 sec): 3 clusters
  Score: Raw -108531.164154 + Penalty 2335.988578 = -106195.175575
  nChanged 5
		SP:Iteration 15Q (35303.010000 sec): 3 clusters
  Score: Raw -108534.280879 + Penalty 2335.988578 = -106198.292301
  nChanged 2
		SP:Iteration 16Q (35303.170000 sec): 3 clusters
  Score: Raw -108535.260555 + Penalty 2335.988578 = -106199.271977
  nChanged 0
		SP:Iteration 17F (35303.350000 sec): 3 clusters
  Score: Raw -108535.260555 + Penalty 2335.988578 = -106199.271977
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35303.410000 sec): 2 clusters
  Score: Raw -104885.977519 + Penalty 1176.255737 = -103709.721782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35303.580000 sec): 3 clusters
  Score: Raw -104385.952803 + Penalty 2352.511473 = -102033.441330
  nChanged 454
		SP:Iteration 1F (35303.730000 sec): 3 clusters
  Score: Raw -104786.308946 + Penalty 2352.511473 = -102433.797472
  nChanged 133
		SP:Iteration 2F (35303.900000 sec): 3 clusters
  Score: Raw -104947.021805 + Penalty 2352.511473 = -102594.510332
  nChanged 80
		SP:Iteration 3F (35304.020000 sec): 3 clusters
  Score: Raw -105046.239360 + Penalty 2352.511473 = -102693.727887
  nChanged 77
		SP:Iteration 4F (35304.200000 sec): 3 clusters
  Score: Raw -105138.267046 + Penalty 2352.511473 = -102785.755572
  nChanged 52
		SP:Iteration 5Q (35304.310000 sec): 3 clusters
  Score: Raw -105204.461581 + Penalty 2352.511473 = -102851.950108
  nChanged 45
		SP:Iteration 6Q (35304.450000 sec): 3 clusters
  Score: Raw -105253.295570 + Penalty 2352.511473 = -102900.784096
  nChanged 31
		SP:Iteration 7Q (35304.630000 sec): 3 clusters
  Score: Raw -105282.035201 + Penalty 2352.511473 = -102929.523727
  nChanged 18
		SP:Iteration 8Q (35304.800000 sec): 3 clusters
  Score: Raw -105301.428362 + Penalty 2352.511473 = -102948.916889
  nChanged 18
		SP:Iteration 9Q (35304.970000 sec): 3 clusters
  Score: Raw -105315.729469 + Penalty 2352.511473 = -102963.217996
  nChanged 11
		SP:Iteration 10Q (35305.150000 sec): 3 clusters
  Score: Raw -105324.042773 + Penalty 2352.511473 = -102971.531300
  nChanged 8
		SP:Iteration 11Q (35305.260000 sec): 3 clusters
  Score: Raw -105329.748739 + Penalty 2352.511473 = -102977.237266
  nChanged 5
		SP:Iteration 12Q (35305.420000 sec): 3 clusters
  Score: Raw -105332.689354 + Penalty 2352.511473 = -102980.177880
  nChanged 4
		SP:Iteration 13Q (35305.580000 sec): 3 clusters
  Score: Raw -105335.690974 + Penalty 2352.511473 = -102983.179500
  nChanged 5
		SP:Iteration 14Q (35305.760000 sec): 3 clusters
  Score: Raw -105342.255844 + Penalty 2352.511473 = -102989.744371
  nChanged 6
		SP:Iteration 15Q (35305.920000 sec): 3 clusters
  Score: Raw -105347.360329 + Penalty 2352.511473 = -102994.848856
  nChanged 6
		SP:Iteration 16Q (35306.050000 sec): 3 clusters
  Score: Raw -105351.264681 + Penalty 2352.511473 = -102998.753208
  nChanged 2
		SP:Iteration 17Q (35306.210000 sec): 3 clusters
  Score: Raw -105353.412949 + Penalty 2352.511473 = -103000.901476
  nChanged 1
		SP:Iteration 18Q (35306.410000 sec): 3 clusters
  Score: Raw -105353.774176 + Penalty 2352.511473 = -103001.262703
  nChanged 1
		SP:Iteration 19Q (35306.560000 sec): 3 clusters
  Score: Raw -105354.059015 + Penalty 2352.511473 = -103001.547542
  nChanged 0
		SP:Iteration 20F (35306.720000 sec): 3 clusters
  Score: Raw -105354.059015 + Penalty 2352.511473 = -103001.547542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35306.800000 sec): 2 clusters
  Score: Raw -104872.018495 + Penalty 1166.761355 = -103705.257141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35306.960000 sec): 3 clusters
  Score: Raw -104403.403894 + Penalty 2333.522709 = -102069.881185
  nChanged 405
		SP:Iteration 1F (35307.130000 sec): 3 clusters
  Score: Raw -104738.399277 + Penalty 2333.522709 = -102404.876568
  nChanged 112
		SP:Iteration 2F (35307.260000 sec): 3 clusters
  Score: Raw -104861.251117 + Penalty 2333.522709 = -102527.728408
  nChanged 83
		SP:Iteration 3F (35307.420000 sec): 3 clusters
  Score: Raw -104952.019096 + Penalty 2333.522709 = -102618.496387
  nChanged 54
		SP:Iteration 4Q (35307.580000 sec): 3 clusters
  Score: Raw -105012.869362 + Penalty 2333.522709 = -102679.346653
  nChanged 45
		SP:Iteration 5Q (35307.730000 sec): 3 clusters
  Score: Raw -105049.881816 + Penalty 2333.522709 = -102716.359107
  nChanged 38
		SP:Iteration 6Q (35307.920000 sec): 3 clusters
  Score: Raw -105083.854184 + Penalty 2333.522709 = -102750.331475
  nChanged 24
		SP:Iteration 7Q (35308.090000 sec): 3 clusters
  Score: Raw -105111.673345 + Penalty 2333.522709 = -102778.150636
  nChanged 30
		SP:Iteration 8Q (35308.260000 sec): 3 clusters
  Score: Raw -105131.303169 + Penalty 2333.522709 = -102797.780460
  nChanged 11
		SP:Iteration 9Q (35308.370000 sec): 3 clusters
  Score: Raw -105138.585152 + Penalty 2333.522709 = -102805.062443
  nChanged 5
		SP:Iteration 10Q (35308.520000 sec): 3 clusters
  Score: Raw -105141.506455 + Penalty 2333.522709 = -102807.983746
  nChanged 2
		SP:Iteration 11Q (35308.720000 sec): 3 clusters
  Score: Raw -105142.500166 + Penalty 2333.522709 = -102808.977457
  nChanged 3
		SP:Iteration 12Q (35308.840000 sec): 3 clusters
  Score: Raw -105143.770950 + Penalty 2333.522709 = -102810.248240
  nChanged 5
		SP:Iteration 13Q (35309.020000 sec): 3 clusters
  Score: Raw -105146.864837 + Penalty 2333.522709 = -102813.342128
  nChanged 6
		SP:Iteration 14Q (35309.180000 sec): 3 clusters
  Score: Raw -105149.892389 + Penalty 2333.522709 = -102816.369680
  nChanged 10
		SP:Iteration 15Q (35309.340000 sec): 3 clusters
  Score: Raw -105158.715870 + Penalty 2333.522709 = -102825.193160
  nChanged 11
		SP:Iteration 16Q (35309.500000 sec): 3 clusters
  Score: Raw -105167.040190 + Penalty 2333.522709 = -102833.517481
  nChanged 8
		SP:Iteration 17Q (35309.650000 sec): 3 clusters
  Score: Raw -105180.135759 + Penalty 2333.522709 = -102846.613050
  nChanged 7
		SP:Iteration 18Q (35309.820000 sec): 3 clusters
  Score: Raw -105183.550604 + Penalty 2333.522709 = -102850.027895
  nChanged 2
		SP:Iteration 19Q (35310.040000 sec): 3 clusters
  Score: Raw -105185.224680 + Penalty 2333.522709 = -102851.701971
  nChanged 1
		SP:Iteration 20F (35310.160000 sec): 3 clusters
  Score: Raw -105185.543624 + Penalty 2333.522709 = -102852.020915
  nChanged 2
		SP:Iteration 21Q (35310.320000 sec): 3 clusters
  Score: Raw -105186.062468 + Penalty 2333.522709 = -102852.539759
  nChanged 0
		SP:Iteration 22F (35310.520000 sec): 3 clusters
  Score: Raw -105186.062468 + Penalty 2333.522709 = -102852.539759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35310.600000 sec): 2 clusters
  Score: Raw -106782.923229 + Penalty 1193.306762 = -105589.616466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35310.740000 sec): 3 clusters
  Score: Raw -106205.332802 + Penalty 2386.613524 = -103818.719278
  nChanged 531
		SP:Iteration 1F (35310.830000 sec): 3 clusters
  Score: Raw -106670.014393 + Penalty 2386.613524 = -104283.400868
  nChanged 111
		SP:Iteration 2F (35310.930000 sec): 3 clusters
  Score: Raw -106794.766428 + Penalty 2386.613524 = -104408.152904
  nChanged 77
		SP:Iteration 3Q (35311.040000 sec): 3 clusters
  Score: Raw -106889.184101 + Penalty 2386.613524 = -104502.570577
  nChanged 65
		SP:Iteration 4Q (35311.180000 sec): 3 clusters
  Score: Raw -106970.660979 + Penalty 2386.613524 = -104584.047454
  nChanged 63
		SP:Iteration 5Q (35311.320000 sec): 3 clusters
  Score: Raw -107051.707479 + Penalty 2386.613524 = -104665.093955
  nChanged 51
		SP:Iteration 6Q (35311.460000 sec): 3 clusters
  Score: Raw -107106.971495 + Penalty 2386.613524 = -104720.357971
  nChanged 48
		SP:Iteration 7Q (35311.600000 sec): 3 clusters
  Score: Raw -107163.967254 + Penalty 2386.613524 = -104777.353729
  nChanged 41
		SP:Iteration 8Q (35311.710000 sec): 3 clusters
  Score: Raw -107213.094340 + Penalty 2386.613524 = -104826.480815
  nChanged 35
		SP:Iteration 9Q (35311.870000 sec): 3 clusters
  Score: Raw -107254.570998 + Penalty 2386.613524 = -104867.957473
  nChanged 32
		SP:Iteration 10Q (35312.030000 sec): 3 clusters
  Score: Raw -107281.884685 + Penalty 2386.613524 = -104895.271160
  nChanged 19
		SP:Iteration 11Q (35312.190000 sec): 3 clusters
  Score: Raw -107299.215938 + Penalty 2386.613524 = -104912.602414
  nChanged 15
		SP:Iteration 12Q (35312.350000 sec): 3 clusters
  Score: Raw -107308.533817 + Penalty 2386.613524 = -104921.920292
  nChanged 19
		SP:Iteration 13Q (35312.530000 sec): 3 clusters
  Score: Raw -107325.682074 + Penalty 2386.613524 = -104939.068549
  nChanged 15
		SP:Iteration 14Q (35312.720000 sec): 3 clusters
  Score: Raw -107337.825487 + Penalty 2386.613524 = -104951.211962
  nChanged 17
		SP:Iteration 15Q (35312.900000 sec): 3 clusters
  Score: Raw -107356.064503 + Penalty 2386.613524 = -104969.450978
  nChanged 21
		SP:Iteration 16Q (35313.050000 sec): 3 clusters
  Score: Raw -107374.053835 + Penalty 2386.613524 = -104987.440311
  nChanged 15
		SP:Iteration 17Q (35313.200000 sec): 3 clusters
  Score: Raw -107387.129395 + Penalty 2386.613524 = -105000.515870
  nChanged 11
		SP:Iteration 18Q (35313.350000 sec): 3 clusters
  Score: Raw -107396.378645 + Penalty 2386.613524 = -105009.765121
  nChanged 6
		SP:Iteration 19Q (35313.500000 sec): 3 clusters
  Score: Raw -107399.426242 + Penalty 2386.613524 = -105012.812718
  nChanged 7
		SP:Iteration 20F (35313.670000 sec): 3 clusters
  Score: Raw -107402.480788 + Penalty 2386.613524 = -105015.867263
  nChanged 4
		SP:Iteration 21Q (35313.840000 sec): 3 clusters
  Score: Raw -107404.847509 + Penalty 2386.613524 = -105018.233985
  nChanged 7
		SP:Iteration 22Q (35314.050000 sec): 3 clusters
  Score: Raw -107410.186379 + Penalty 2386.613524 = -105023.572854
  nChanged 5
		SP:Iteration 23Q (35314.230000 sec): 3 clusters
  Score: Raw -107414.046365 + Penalty 2386.613524 = -105027.432840
  nChanged 5
		SP:Iteration 24Q (35314.390000 sec): 3 clusters
  Score: Raw -107417.157277 + Penalty 2386.613524 = -105030.543752
  nChanged 5
		SP:Iteration 25Q (35314.570000 sec): 3 clusters
  Score: Raw -107419.453844 + Penalty 2386.613524 = -105032.840320
  nChanged 4
		SP:Iteration 26Q (35314.740000 sec): 3 clusters
  Score: Raw -107421.671879 + Penalty 2386.613524 = -105035.058354
  nChanged 5
		SP:Iteration 27Q (35314.930000 sec): 3 clusters
  Score: Raw -107424.659128 + Penalty 2386.613524 = -105038.045603
  nChanged 5
		SP:Iteration 28Q (35315.110000 sec): 3 clusters
  Score: Raw -107427.690358 + Penalty 2386.613524 = -105041.076834
  nChanged 3
		SP:Iteration 29Q (35315.290000 sec): 3 clusters
  Score: Raw -107431.629315 + Penalty 2386.613524 = -105045.015791
  nChanged 6
		SP:Iteration 30Q (35315.460000 sec): 3 clusters
  Score: Raw -107435.591305 + Penalty 2386.613524 = -105048.977781
  nChanged 3
		SP:Iteration 31Q (35315.650000 sec): 3 clusters
  Score: Raw -107437.173364 + Penalty 2386.613524 = -105050.559840
  nChanged 4
		SP:Iteration 32Q (35315.830000 sec): 3 clusters
  Score: Raw -107440.643096 + Penalty 2386.613524 = -105054.029572
  nChanged 3
		SP:Iteration 33Q (35316.020000 sec): 3 clusters
  Score: Raw -107442.094510 + Penalty 2386.613524 = -105055.480986
  nChanged 1
		SP:Iteration 34Q (35316.190000 sec): 3 clusters
  Score: Raw -107442.965453 + Penalty 2386.613524 = -105056.351928
  nChanged 3
		SP:Iteration 35Q (35316.340000 sec): 3 clusters
  Score: Raw -107445.593375 + Penalty 2386.613524 = -105058.979851
  nChanged 3
		SP:Iteration 36Q (35316.540000 sec): 3 clusters
  Score: Raw -107447.132136 + Penalty 2386.613524 = -105060.518611
  nChanged 2
		SP:Iteration 37Q (35316.650000 sec): 3 clusters
  Score: Raw -107448.097538 + Penalty 2386.613524 = -105061.484013
  nChanged 0
		SP:Iteration 38F (35316.790000 sec): 3 clusters
  Score: Raw -107448.097538 + Penalty 2386.613524 = -105061.484013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35316.920000 sec): 2 clusters
  Score: Raw -196841.857683 + Penalty 1269.050465 = -195572.807218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35317.070000 sec): 3 clusters
  Score: Raw -195725.071963 + Penalty 2538.100931 = -193186.971032
  nChanged 883
		SP:Iteration 1F (35317.230000 sec): 3 clusters
  Score: Raw -196265.606033 + Penalty 2538.100931 = -193727.505102
  nChanged 221
		SP:Iteration 2F (35317.370000 sec): 3 clusters
  Score: Raw -196412.073809 + Penalty 2538.100931 = -193873.972878
  nChanged 115
		SP:Iteration 3Q (35317.540000 sec): 3 clusters
  Score: Raw -196479.470653 + Penalty 2538.100931 = -193941.369722
  nChanged 85
		SP:Iteration 4Q (35317.670000 sec): 3 clusters
  Score: Raw -196525.922342 + Penalty 2538.100931 = -193987.821411
  nChanged 71
		SP:Iteration 5Q (35317.900000 sec): 3 clusters
  Score: Raw -196559.786425 + Penalty 2538.100931 = -194021.685494
  nChanged 41
		SP:Iteration 6Q (35318.080000 sec): 3 clusters
  Score: Raw -196578.397169 + Penalty 2538.100931 = -194040.296238
  nChanged 36
		SP:Iteration 7Q (35318.270000 sec): 3 clusters
  Score: Raw -196595.052683 + Penalty 2538.100931 = -194056.951753
  nChanged 30
		SP:Iteration 8Q (35318.440000 sec): 3 clusters
  Score: Raw -196608.312793 + Penalty 2538.100931 = -194070.211862
  nChanged 21
		SP:Iteration 9Q (35318.600000 sec): 3 clusters
  Score: Raw -196617.387433 + Penalty 2538.100931 = -194079.286502
  nChanged 15
		SP:Iteration 10Q (35318.770000 sec): 3 clusters
  Score: Raw -196625.603738 + Penalty 2538.100931 = -194087.502807
  nChanged 21
		SP:Iteration 11Q (35318.950000 sec): 3 clusters
  Score: Raw -196634.674340 + Penalty 2538.100931 = -194096.573410
  nChanged 17
		SP:Iteration 12Q (35319.130000 sec): 3 clusters
  Score: Raw -196641.967231 + Penalty 2538.100931 = -194103.866301
  nChanged 13
		SP:Iteration 13Q (35319.280000 sec): 3 clusters
  Score: Raw -196649.901739 + Penalty 2538.100931 = -194111.800809
  nChanged 15
		SP:Iteration 14Q (35319.480000 sec): 3 clusters
  Score: Raw -196655.642068 + Penalty 2538.100931 = -194117.541137
  nChanged 9
		SP:Iteration 15Q (35319.650000 sec): 3 clusters
  Score: Raw -196660.027722 + Penalty 2538.100931 = -194121.926792
  nChanged 16
		SP:Iteration 16Q (35319.830000 sec): 3 clusters
  Score: Raw -196666.183016 + Penalty 2538.100931 = -194128.082085
  nChanged 11
		SP:Iteration 17Q (35319.980000 sec): 3 clusters
  Score: Raw -196668.514753 + Penalty 2538.100931 = -194130.413823
  nChanged 4
		SP:Iteration 18Q (35320.160000 sec): 3 clusters
  Score: Raw -196669.468690 + Penalty 2538.100931 = -194131.367759
  nChanged 5
		SP:Iteration 19Q (35320.300000 sec): 3 clusters
  Score: Raw -196670.525046 + Penalty 2538.100931 = -194132.424116
  nChanged 4
		SP:Iteration 20F (35320.410000 sec): 3 clusters
  Score: Raw -196671.171189 + Penalty 2538.100931 = -194133.070259
  nChanged 2
		SP:Iteration 21Q (35320.550000 sec): 3 clusters
  Score: Raw -196671.629868 + Penalty 2538.100931 = -194133.528937
  nChanged 0
		SP:Iteration 22F (35320.690000 sec): 3 clusters
  Score: Raw -196671.629868 + Penalty 2538.100931 = -194133.528937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35320.770000 sec): 2 clusters
  Score: Raw -360868.568681 + Penalty 1370.706201 = -359497.862481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35321.010000 sec): 3 clusters
  Score: Raw -358472.332731 + Penalty 2741.412401 = -355730.920330
  nChanged 1868
		SP:Iteration 1F (35321.140000 sec): 3 clusters
  Score: Raw -359779.219344 + Penalty 2741.412401 = -357037.806943
  nChanged 473
		SP:Iteration 2F (35321.310000 sec): 3 clusters
  Score: Raw -360301.102707 + Penalty 2741.412401 = -357559.690306
  nChanged 437
		SP:Iteration 3F (35321.480000 sec): 3 clusters
  Score: Raw -360752.819174 + Penalty 2741.412401 = -358011.406773
  nChanged 332
		SP:Iteration 4F (35321.630000 sec): 3 clusters
  Score: Raw -361062.844943 + Penalty 2741.412401 = -358321.432542
  nChanged 254
		SP:Iteration 5F (35321.810000 sec): 3 clusters
  Score: Raw -361295.163221 + Penalty 2741.412401 = -358553.750820
  nChanged 198
		SP:Iteration 6Q (35322.000000 sec): 3 clusters
  Score: Raw -361455.011186 + Penalty 2741.412401 = -358713.598785
  nChanged 134
		SP:Iteration 7Q (35322.170000 sec): 3 clusters
  Score: Raw -361541.583064 + Penalty 2741.412401 = -358800.170663
  nChanged 101
		SP:Iteration 8Q (35322.350000 sec): 3 clusters
  Score: Raw -361605.189454 + Penalty 2741.412401 = -358863.777053
  nChanged 75
		SP:Iteration 9Q (35322.530000 sec): 3 clusters
  Score: Raw -361651.040465 + Penalty 2741.412401 = -358909.628064
  nChanged 76
		SP:Iteration 10Q (35322.680000 sec): 3 clusters
  Score: Raw -361708.561659 + Penalty 2741.412401 = -358967.149258
  nChanged 74
		SP:Iteration 11Q (35322.890000 sec): 3 clusters
  Score: Raw -361757.228433 + Penalty 2741.412401 = -359015.816032
  nChanged 64
		SP:Iteration 12Q (35323.070000 sec): 3 clusters
  Score: Raw -361804.051940 + Penalty 2741.412401 = -359062.639538
  nChanged 71
		SP:Iteration 13Q (35323.260000 sec): 3 clusters
  Score: Raw -361852.705991 + Penalty 2741.412401 = -359111.293590
  nChanged 70
		SP:Iteration 14Q (35323.420000 sec): 3 clusters
  Score: Raw -361898.456725 + Penalty 2741.412401 = -359157.044324
  nChanged 58
		SP:Iteration 15Q (35323.610000 sec): 3 clusters
  Score: Raw -361938.178304 + Penalty 2741.412401 = -359196.765903
  nChanged 63
		SP:Iteration 16Q (35323.810000 sec): 3 clusters
  Score: Raw -361976.708553 + Penalty 2741.412401 = -359235.296152
  nChanged 47
		SP:Iteration 17Q (35323.990000 sec): 3 clusters
  Score: Raw -362000.886403 + Penalty 2741.412401 = -359259.474002
  nChanged 33
		SP:Iteration 18Q (35324.150000 sec): 3 clusters
  Score: Raw -362013.678922 + Penalty 2741.412401 = -359272.266521
  nChanged 32
		SP:Iteration 19Q (35324.380000 sec): 3 clusters
  Score: Raw -362026.204248 + Penalty 2741.412401 = -359284.791847
  nChanged 30
		SP:Iteration 20F (35324.550000 sec): 3 clusters
  Score: Raw -362039.066264 + Penalty 2741.412401 = -359297.653863
  nChanged 21
		SP:Iteration 21Q (35324.740000 sec): 3 clusters
  Score: Raw -362045.674248 + Penalty 2741.412401 = -359304.261847
  nChanged 17
		SP:Iteration 22Q (35324.970000 sec): 3 clusters
  Score: Raw -362051.330697 + Penalty 2741.412401 = -359309.918296
  nChanged 18
		SP:Iteration 23Q (35325.180000 sec): 3 clusters
  Score: Raw -362057.470135 + Penalty 2741.412401 = -359316.057734
  nChanged 13
		SP:Iteration 24Q (35325.350000 sec): 3 clusters
  Score: Raw -362060.646651 + Penalty 2741.412401 = -359319.234250
  nChanged 8
		SP:Iteration 25Q (35325.580000 sec): 3 clusters
  Score: Raw -362063.077780 + Penalty 2741.412401 = -359321.665378
  nChanged 8
		SP:Iteration 26Q (35325.770000 sec): 3 clusters
  Score: Raw -362066.043318 + Penalty 2741.412401 = -359324.630917
  nChanged 10
		SP:Iteration 27Q (35325.950000 sec): 3 clusters
  Score: Raw -362069.963049 + Penalty 2741.412401 = -359328.550647
  nChanged 13
		SP:Iteration 28Q (35326.140000 sec): 3 clusters
  Score: Raw -362074.331859 + Penalty 2741.412401 = -359332.919458
  nChanged 11
		SP:Iteration 29Q (35326.320000 sec): 3 clusters
  Score: Raw -362077.496402 + Penalty 2741.412401 = -359336.084001
  nChanged 6
		SP:Iteration 30Q (35326.510000 sec): 3 clusters
  Score: Raw -362079.426414 + Penalty 2741.412401 = -359338.014013
  nChanged 11
		SP:Iteration 31Q (35326.680000 sec): 3 clusters
  Score: Raw -362082.889657 + Penalty 2741.412401 = -359341.477256
  nChanged 10
		SP:Iteration 32Q (35326.870000 sec): 3 clusters
  Score: Raw -362086.685013 + Penalty 2741.412401 = -359345.272611
  nChanged 17
		SP:Iteration 33Q (35327.100000 sec): 3 clusters
  Score: Raw -362093.545784 + Penalty 2741.412401 = -359352.133383
  nChanged 17
		SP:Iteration 34Q (35327.230000 sec): 3 clusters
  Score: Raw -362100.580820 + Penalty 2741.412401 = -359359.168419
  nChanged 9
		SP:Iteration 35Q (35327.420000 sec): 3 clusters
  Score: Raw -362103.071601 + Penalty 2741.412401 = -359361.659200
  nChanged 9
		SP:Iteration 36Q (35327.610000 sec): 3 clusters
  Score: Raw -362105.809077 + Penalty 2741.412401 = -359364.396676
  nChanged 13
		SP:Iteration 37Q (35327.800000 sec): 3 clusters
  Score: Raw -362110.376634 + Penalty 2741.412401 = -359368.964233
  nChanged 15
		SP:Iteration 38Q (35327.980000 sec): 3 clusters
  Score: Raw -362118.709036 + Penalty 2741.412401 = -359377.296635
  nChanged 18
		SP:Iteration 39Q (35328.170000 sec): 3 clusters
  Score: Raw -362126.935220 + Penalty 2741.412401 = -359385.522819
  nChanged 19
		SP:Iteration 40F (35328.330000 sec): 3 clusters
  Score: Raw -362139.171813 + Penalty 2741.412401 = -359397.759412
  nChanged 25
		SP:Iteration 41Q (35328.530000 sec): 3 clusters
  Score: Raw -362149.875047 + Penalty 2741.412401 = -359408.462646
  nChanged 18
		SP:Iteration 42Q (35328.680000 sec): 3 clusters
  Score: Raw -362158.444044 + Penalty 2741.412401 = -359417.031643
  nChanged 26
		SP:Iteration 43Q (35328.850000 sec): 3 clusters
  Score: Raw -362170.185293 + Penalty 2741.412401 = -359428.772892
  nChanged 26
		SP:Iteration 44Q (35329.030000 sec): 3 clusters
  Score: Raw -362180.665873 + Penalty 2741.412401 = -359439.253472
  nChanged 19
		SP:Iteration 45Q (35329.180000 sec): 3 clusters
  Score: Raw -362187.601997 + Penalty 2741.412401 = -359446.189596
  nChanged 11
		SP:Iteration 46Q (35329.390000 sec): 3 clusters
  Score: Raw -362191.086717 + Penalty 2741.412401 = -359449.674316
  nChanged 10
		SP:Iteration 47Q (35329.570000 sec): 3 clusters
  Score: Raw -362193.165120 + Penalty 2741.412401 = -359451.752719
  nChanged 1
		SP:Iteration 48Q (35329.730000 sec): 3 clusters
  Score: Raw -362193.473587 + Penalty 2741.412401 = -359452.061186
  nChanged 0
		SP:Iteration 49F (35329.930000 sec): 3 clusters
  Score: Raw -362193.473587 + Penalty 2741.412401 = -359452.061186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35330.010000 sec): 2 clusters
  Score: Raw -38270.685847 + Penalty 1001.538656 = -37269.147191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35330.190000 sec): 3 clusters
  Score: Raw -38210.873980 + Penalty 2003.077311 = -36207.796669
  nChanged 94
		SP:Iteration 1F (35330.350000 sec): 3 clusters
  Score: Raw -38344.149835 + Penalty 2003.077311 = -36341.072523
  nChanged 25
		SP:Iteration 2F (35330.510000 sec): 3 clusters
  Score: Raw -38385.547049 + Penalty 2003.077311 = -36382.469737
  nChanged 15
		SP:Iteration 3Q (35330.700000 sec): 3 clusters
  Score: Raw -38424.045682 + Penalty 2003.077311 = -36420.968371
  nChanged 13
		SP:Iteration 4Q (35330.930000 sec): 3 clusters
  Score: Raw -38461.311632 + Penalty 2003.077311 = -36458.234321
  nChanged 10
		SP:Iteration 5Q (35331.100000 sec): 3 clusters
  Score: Raw -38485.667353 + Penalty 2003.077311 = -36482.590042
  nChanged 7
		SP:Iteration 6Q (35331.250000 sec): 3 clusters
  Score: Raw -38496.235605 + Penalty 2003.077311 = -36493.158293
  nChanged 4
		SP:Iteration 7Q (35331.420000 sec): 3 clusters
  Score: Raw -38508.481591 + Penalty 2003.077311 = -36505.404280
  nChanged 5
		SP:Iteration 8Q (35331.590000 sec): 3 clusters
  Score: Raw -38523.087579 + Penalty 2003.077311 = -36520.010268
  nChanged 5
		SP:Iteration 9Q (35331.710000 sec): 3 clusters
  Score: Raw -38532.566333 + Penalty 2003.077311 = -36529.489022
  nChanged 5
		SP:Iteration 10Q (35331.890000 sec): 3 clusters
  Score: Raw -38547.130750 + Penalty 2003.077311 = -36544.053438
  nChanged 5
		SP:Iteration 11Q (35332.060000 sec): 3 clusters
  Score: Raw -38560.150670 + Penalty 2003.077311 = -36557.073358
  nChanged 5
		SP:Iteration 12Q (35332.230000 sec): 3 clusters
  Score: Raw -38566.506306 + Penalty 2003.077311 = -36563.428995
  nChanged 4
		SP:Iteration 13Q (35332.350000 sec): 3 clusters
  Score: Raw -38572.125415 + Penalty 2003.077311 = -36569.048104
  nChanged 5
		SP:Iteration 14Q (35332.530000 sec): 3 clusters
  Score: Raw -38581.796428 + Penalty 2003.077311 = -36578.719117
  nChanged 4
		SP:Iteration 15Q (35332.670000 sec): 3 clusters
  Score: Raw -38590.130061 + Penalty 2003.077311 = -36587.052750
  nChanged 4
		SP:Iteration 16Q (35332.830000 sec): 3 clusters
  Score: Raw -38610.312826 + Penalty 2003.077311 = -36607.235515
  nChanged 6
		SP:Iteration 17Q (35333.000000 sec): 3 clusters
  Score: Raw -38623.518476 + Penalty 2003.077311 = -36620.441165
  nChanged 5
		SP:Iteration 18Q (35333.150000 sec): 3 clusters
  Score: Raw -38628.077648 + Penalty 2003.077311 = -36625.000336
  nChanged 1
		SP:Iteration 19Q (35333.310000 sec): 3 clusters
  Score: Raw -38628.808572 + Penalty 2003.077311 = -36625.731261
  nChanged 0
		SP:Iteration 20F (35333.470000 sec): 3 clusters
  Score: Raw -38628.808572 + Penalty 2003.077311 = -36625.731261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35333.540000 sec): 2 clusters
  Score: Raw -188857.472599 + Penalty 1263.414062 = -187594.058537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35333.710000 sec): 3 clusters
  Score: Raw -187807.675287 + Penalty 2526.828124 = -185280.847163
  nChanged 898
		SP:Iteration 1F (35333.900000 sec): 3 clusters
  Score: Raw -188495.996833 + Penalty 2526.828124 = -185969.168709
  nChanged 243
		SP:Iteration 2F (35334.080000 sec): 3 clusters
  Score: Raw -188748.058814 + Penalty 2526.828124 = -186221.230690
  nChanged 170
		SP:Iteration 3F (35334.200000 sec): 3 clusters
  Score: Raw -188934.073468 + Penalty 2526.828124 = -186407.245343
  nChanged 157
		SP:Iteration 4F (35334.350000 sec): 3 clusters
  Score: Raw -189112.948409 + Penalty 2526.828124 = -186586.120285
  nChanged 147
		SP:Iteration 5F (35334.550000 sec): 3 clusters
  Score: Raw -189301.039505 + Penalty 2526.828124 = -186774.211381
  nChanged 121
		SP:Iteration 6F (35334.730000 sec): 3 clusters
  Score: Raw -189418.336380 + Penalty 2526.828124 = -186891.508256
  nChanged 89
		SP:Iteration 7Q (35334.890000 sec): 3 clusters
  Score: Raw -189509.611315 + Penalty 2526.828124 = -186982.783191
  nChanged 65
		SP:Iteration 8Q (35335.100000 sec): 3 clusters
  Score: Raw -189558.932560 + Penalty 2526.828124 = -187032.104435
  nChanged 54
		SP:Iteration 9Q (35335.300000 sec): 3 clusters
  Score: Raw -189601.889926 + Penalty 2526.828124 = -187075.061802
  nChanged 39
		SP:Iteration 10Q (35335.410000 sec): 3 clusters
  Score: Raw -189628.387521 + Penalty 2526.828124 = -187101.559397
  nChanged 25
		SP:Iteration 11Q (35335.580000 sec): 3 clusters
  Score: Raw -189642.936181 + Penalty 2526.828124 = -187116.108057
  nChanged 16
		SP:Iteration 12Q (35335.720000 sec): 3 clusters
  Score: Raw -189654.675832 + Penalty 2526.828124 = -187127.847708
  nChanged 14
		SP:Iteration 13Q (35335.860000 sec): 3 clusters
  Score: Raw -189663.272358 + Penalty 2526.828124 = -187136.444234
  nChanged 10
		SP:Iteration 14Q (35336.040000 sec): 3 clusters
  Score: Raw -189667.176285 + Penalty 2526.828124 = -187140.348161
  nChanged 3
		SP:Iteration 15Q (35336.230000 sec): 3 clusters
  Score: Raw -189668.212353 + Penalty 2526.828124 = -187141.384229
  nChanged 2
		SP:Iteration 16Q (35336.430000 sec): 3 clusters
  Score: Raw -189668.514051 + Penalty 2526.828124 = -187141.685926
  nChanged 0
		SP:Iteration 17F (35336.650000 sec): 3 clusters
  Score: Raw -189668.514051 + Penalty 2526.828124 = -187141.685926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35336.720000 sec): 2 clusters
  Score: Raw -253913.843148 + Penalty 1304.040099 = -252609.803049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35336.910000 sec): 3 clusters
  Score: Raw -252477.411887 + Penalty 2608.080199 = -249869.331688
  nChanged 1172
		SP:Iteration 1F (35337.090000 sec): 3 clusters
  Score: Raw -253159.785066 + Penalty 2608.080199 = -250551.704867
  nChanged 226
		SP:Iteration 2F (35337.320000 sec): 3 clusters
  Score: Raw -253295.269838 + Penalty 2608.080199 = -250687.189640
  nChanged 153
		SP:Iteration 3F (35337.470000 sec): 3 clusters
  Score: Raw -253400.365773 + Penalty 2608.080199 = -250792.285574
  nChanged 131
		SP:Iteration 4Q (35337.650000 sec): 3 clusters
  Score: Raw -253483.679789 + Penalty 2608.080199 = -250875.599590
  nChanged 123
		SP:Iteration 5Q (35337.790000 sec): 3 clusters
  Score: Raw -253569.077414 + Penalty 2608.080199 = -250960.997215
  nChanged 122
		SP:Iteration 6Q (35337.910000 sec): 3 clusters
  Score: Raw -253654.683485 + Penalty 2608.080199 = -251046.603286
  nChanged 122
		SP:Iteration 7Q (35338.080000 sec): 3 clusters
  Score: Raw -253732.785378 + Penalty 2608.080199 = -251124.705179
  nChanged 94
		SP:Iteration 8Q (35338.220000 sec): 3 clusters
  Score: Raw -253791.035821 + Penalty 2608.080199 = -251182.955622
  nChanged 80
		SP:Iteration 9Q (35338.410000 sec): 3 clusters
  Score: Raw -253842.089928 + Penalty 2608.080199 = -251234.009729
  nChanged 70
		SP:Iteration 10Q (35338.610000 sec): 3 clusters
  Score: Raw -253888.137227 + Penalty 2608.080199 = -251280.057028
  nChanged 56
		SP:Iteration 11Q (35338.780000 sec): 3 clusters
  Score: Raw -253922.078291 + Penalty 2608.080199 = -251313.998092
  nChanged 43
		SP:Iteration 12Q (35338.970000 sec): 3 clusters
  Score: Raw -253946.210097 + Penalty 2608.080199 = -251338.129898
  nChanged 41
		SP:Iteration 13Q (35339.150000 sec): 3 clusters
  Score: Raw -253967.525069 + Penalty 2608.080199 = -251359.444870
  nChanged 27
		SP:Iteration 14Q (35339.330000 sec): 3 clusters
  Score: Raw -253979.516241 + Penalty 2608.080199 = -251371.436042
  nChanged 16
		SP:Iteration 15Q (35339.500000 sec): 3 clusters
  Score: Raw -253987.195906 + Penalty 2608.080199 = -251379.115707
  nChanged 12
		SP:Iteration 16Q (35339.690000 sec): 3 clusters
  Score: Raw -253993.459489 + Penalty 2608.080199 = -251385.379290
  nChanged 11
		SP:Iteration 17Q (35339.870000 sec): 3 clusters
  Score: Raw -253998.723184 + Penalty 2608.080199 = -251390.642985
  nChanged 6
		SP:Iteration 18Q (35340.060000 sec): 3 clusters
  Score: Raw -254000.381180 + Penalty 2608.080199 = -251392.300981
  nChanged 4
		SP:Iteration 19Q (35340.240000 sec): 3 clusters
  Score: Raw -254001.831792 + Penalty 2608.080199 = -251393.751593
  nChanged 6
		SP:Iteration 20F (35340.430000 sec): 3 clusters
  Score: Raw -254004.957673 + Penalty 2608.080199 = -251396.877474
  nChanged 11
		SP:Iteration 21Q (35340.620000 sec): 3 clusters
  Score: Raw -254012.145478 + Penalty 2608.080199 = -251404.065280
  nChanged 13
		SP:Iteration 22Q (35340.790000 sec): 3 clusters
  Score: Raw -254018.611432 + Penalty 2608.080199 = -251410.531234
  nChanged 10
		SP:Iteration 23Q (35340.970000 sec): 3 clusters
  Score: Raw -254022.774431 + Penalty 2608.080199 = -251414.694232
  nChanged 8
		SP:Iteration 24Q (35341.150000 sec): 3 clusters
  Score: Raw -254026.174772 + Penalty 2608.080199 = -251418.094573
  nChanged 7
		SP:Iteration 25Q (35341.320000 sec): 3 clusters
  Score: Raw -254029.295067 + Penalty 2608.080199 = -251421.214868
  nChanged 7
		SP:Iteration 26Q (35341.490000 sec): 3 clusters
  Score: Raw -254032.042265 + Penalty 2608.080199 = -251423.962066
  nChanged 1
		SP:Iteration 27Q (35341.660000 sec): 3 clusters
  Score: Raw -254032.719022 + Penalty 2608.080199 = -251424.638823
  nChanged 2
		SP:Iteration 28Q (35341.820000 sec): 3 clusters
  Score: Raw -254033.254974 + Penalty 2608.080199 = -251425.174776
  nChanged 1
		SP:Iteration 29Q (35341.990000 sec): 3 clusters
  Score: Raw -254033.594055 + Penalty 2608.080199 = -251425.513857
  nChanged 2
		SP:Iteration 30Q (35342.160000 sec): 3 clusters
  Score: Raw -254034.789493 + Penalty 2608.080199 = -251426.709294
  nChanged 0
		SP:Iteration 31F (35342.330000 sec): 3 clusters
  Score: Raw -254034.789493 + Penalty 2608.080199 = -251426.709294
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35342.400000 sec): 2 clusters
  Score: Raw -257833.069890 + Penalty 1333.392387 = -256499.677503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35342.590000 sec): 3 clusters
  Score: Raw -256046.213013 + Penalty 2666.784774 = -253379.428239
  nChanged 1365
		SP:Iteration 1F (35342.780000 sec): 3 clusters
  Score: Raw -256961.328892 + Penalty 2666.784774 = -254294.544118
  nChanged 317
		SP:Iteration 2F (35343.000000 sec): 3 clusters
  Score: Raw -257220.360469 + Penalty 2666.784774 = -254553.575694
  nChanged 232
		SP:Iteration 3F (35343.160000 sec): 3 clusters
  Score: Raw -257449.034074 + Penalty 2666.784774 = -254782.249299
  nChanged 206
		SP:Iteration 4F (35343.330000 sec): 3 clusters
  Score: Raw -257620.100205 + Penalty 2666.784774 = -254953.315431
  nChanged 169
		SP:Iteration 5Q (35343.490000 sec): 3 clusters
  Score: Raw -257781.477710 + Penalty 2666.784774 = -255114.692936
  nChanged 155
		SP:Iteration 6Q (35343.710000 sec): 3 clusters
  Score: Raw -257893.370401 + Penalty 2666.784774 = -255226.585626
  nChanged 111
		SP:Iteration 7Q (35343.850000 sec): 3 clusters
  Score: Raw -257962.301235 + Penalty 2666.784774 = -255295.516461
  nChanged 91
		SP:Iteration 8Q (35344.080000 sec): 3 clusters
  Score: Raw -258029.941390 + Penalty 2666.784774 = -255363.156616
  nChanged 85
		SP:Iteration 9Q (35344.280000 sec): 3 clusters
  Score: Raw -258100.809464 + Penalty 2666.784774 = -255434.024689
  nChanged 87
		SP:Iteration 10Q (35344.440000 sec): 3 clusters
  Score: Raw -258158.945498 + Penalty 2666.784774 = -255492.160724
  nChanged 81
		SP:Iteration 11Q (35344.640000 sec): 3 clusters
  Score: Raw -258211.640063 + Penalty 2666.784774 = -255544.855289
  nChanged 81
		SP:Iteration 12Q (35344.820000 sec): 3 clusters
  Score: Raw -258262.715179 + Penalty 2666.784774 = -255595.930404
  nChanged 72
		SP:Iteration 13Q (35345.000000 sec): 3 clusters
  Score: Raw -258299.515675 + Penalty 2666.784774 = -255632.730901
  nChanged 59
		SP:Iteration 14Q (35345.170000 sec): 3 clusters
  Score: Raw -258326.733766 + Penalty 2666.784774 = -255659.948992
  nChanged 49
		SP:Iteration 15Q (35345.340000 sec): 3 clusters
  Score: Raw -258348.803384 + Penalty 2666.784774 = -255682.018609
  nChanged 42
		SP:Iteration 16Q (35345.510000 sec): 3 clusters
  Score: Raw -258365.995552 + Penalty 2666.784774 = -255699.210778
  nChanged 39
		SP:Iteration 17Q (35345.670000 sec): 3 clusters
  Score: Raw -258385.775019 + Penalty 2666.784774 = -255718.990245
  nChanged 30
		SP:Iteration 18Q (35345.830000 sec): 3 clusters
  Score: Raw -258399.746859 + Penalty 2666.784774 = -255732.962085
  nChanged 23
		SP:Iteration 19Q (35345.990000 sec): 3 clusters
  Score: Raw -258410.689407 + Penalty 2666.784774 = -255743.904632
  nChanged 29
		SP:Iteration 20F (35346.150000 sec): 3 clusters
  Score: Raw -258423.051117 + Penalty 2666.784774 = -255756.266342
  nChanged 27
		SP:Iteration 21Q (35346.320000 sec): 3 clusters
  Score: Raw -258434.122150 + Penalty 2666.784774 = -255767.337376
  nChanged 25
		SP:Iteration 22Q (35346.470000 sec): 3 clusters
  Score: Raw -258443.562514 + Penalty 2666.784774 = -255776.777740
  nChanged 15
		SP:Iteration 23Q (35346.650000 sec): 3 clusters
  Score: Raw -258449.487503 + Penalty 2666.784774 = -255782.702729
  nChanged 8
		SP:Iteration 24Q (35346.810000 sec): 3 clusters
  Score: Raw -258452.459528 + Penalty 2666.784774 = -255785.674754
  nChanged 6
		SP:Iteration 25Q (35346.970000 sec): 3 clusters
  Score: Raw -258455.101953 + Penalty 2666.784774 = -255788.317179
  nChanged 6
		SP:Iteration 26Q (35347.150000 sec): 3 clusters
  Score: Raw -258456.479178 + Penalty 2666.784774 = -255789.694404
  nChanged 2
		SP:Iteration 27Q (35347.310000 sec): 3 clusters
  Score: Raw -258457.796060 + Penalty 2666.784774 = -255791.011286
  nChanged 5
		SP:Iteration 28Q (35347.480000 sec): 3 clusters
  Score: Raw -258460.554041 + Penalty 2666.784774 = -255793.769266
  nChanged 8
		SP:Iteration 29Q (35347.660000 sec): 3 clusters
  Score: Raw -258465.489007 + Penalty 2666.784774 = -255798.704233
  nChanged 11
		SP:Iteration 30Q (35347.830000 sec): 3 clusters
  Score: Raw -258469.549886 + Penalty 2666.784774 = -255802.765112
  nChanged 8
		SP:Iteration 31Q (35347.990000 sec): 3 clusters
  Score: Raw -258472.869700 + Penalty 2666.784774 = -255806.084925
  nChanged 11
		SP:Iteration 32Q (35348.160000 sec): 3 clusters
  Score: Raw -258477.387770 + Penalty 2666.784774 = -255810.602996
  nChanged 12
		SP:Iteration 33Q (35348.330000 sec): 3 clusters
  Score: Raw -258486.256627 + Penalty 2666.784774 = -255819.471853
  nChanged 20
		SP:Iteration 34Q (35348.510000 sec): 3 clusters
  Score: Raw -258495.268370 + Penalty 2666.784774 = -255828.483596
  nChanged 21
		SP:Iteration 35Q (35348.640000 sec): 3 clusters
  Score: Raw -258509.494975 + Penalty 2666.784774 = -255842.710201
  nChanged 20
		SP:Iteration 36Q (35348.850000 sec): 3 clusters
  Score: Raw -258522.921260 + Penalty 2666.784774 = -255856.136486
  nChanged 24
		SP:Iteration 37Q (35349.060000 sec): 3 clusters
  Score: Raw -258539.934265 + Penalty 2666.784774 = -255873.149490
  nChanged 27
		SP:Iteration 38Q (35349.210000 sec): 3 clusters
  Score: Raw -258560.828404 + Penalty 2666.784774 = -255894.043630
  nChanged 28
		SP:Iteration 39Q (35349.410000 sec): 3 clusters
  Score: Raw -258576.446088 + Penalty 2666.784774 = -255909.661314
  nChanged 19
		SP:Iteration 40F (35349.560000 sec): 3 clusters
  Score: Raw -258586.387392 + Penalty 2666.784774 = -255919.602618
  nChanged 23
		SP:Iteration 41Q (35349.720000 sec): 3 clusters
  Score: Raw -258600.759458 + Penalty 2666.784774 = -255933.974684
  nChanged 17
		SP:Iteration 42Q (35349.910000 sec): 3 clusters
  Score: Raw -258608.083915 + Penalty 2666.784774 = -255941.299141
  nChanged 14
		SP:Iteration 43Q (35350.080000 sec): 3 clusters
  Score: Raw -258612.763305 + Penalty 2666.784774 = -255945.978530
  nChanged 7
		SP:Iteration 44Q (35350.250000 sec): 3 clusters
  Score: Raw -258617.084235 + Penalty 2666.784774 = -255950.299460
  nChanged 4
		SP:Iteration 45Q (35350.480000 sec): 3 clusters
  Score: Raw -258620.725419 + Penalty 2666.784774 = -255953.940644
  nChanged 7
		SP:Iteration 46Q (35350.610000 sec): 3 clusters
  Score: Raw -258633.490559 + Penalty 2666.784774 = -255966.705785
  nChanged 11
		SP:Iteration 47Q (35350.740000 sec): 3 clusters
  Score: Raw -258657.694150 + Penalty 2666.784774 = -255990.909376
  nChanged 17
		SP:Iteration 48Q (35350.890000 sec): 3 clusters
  Score: Raw -258676.844181 + Penalty 2666.784774 = -256010.059407
  nChanged 21
		SP:Iteration 49Q (35351.080000 sec): 3 clusters
  Score: Raw -258692.913103 + Penalty 2666.784774 = -256026.128329
  nChanged 21
		SP:Iteration 50Q (35351.300000 sec): 3 clusters
  Score: Raw -258703.255623 + Penalty 2666.784774 = -256036.470849
  nChanged 20
		SP:Iteration 51Q (35351.480000 sec): 3 clusters
  Score: Raw -258711.452810 + Penalty 2666.784774 = -256044.668035
  nChanged 11
		SP:Iteration 52Q (35351.690000 sec): 3 clusters
  Score: Raw -258717.171241 + Penalty 2666.784774 = -256050.386467
  nChanged 7
		SP:Iteration 53Q (35351.820000 sec): 3 clusters
  Score: Raw -258718.657273 + Penalty 2666.784774 = -256051.872499
  nChanged 2
		SP:Iteration 54Q (35352.020000 sec): 3 clusters
  Score: Raw -258719.433245 + Penalty 2666.784774 = -256052.648470
  nChanged 1
		SP:Iteration 55Q (35352.170000 sec): 3 clusters
  Score: Raw -258719.588256 + Penalty 2666.784774 = -256052.803482
  nChanged 1
		SP:Iteration 56Q (35352.420000 sec): 3 clusters
  Score: Raw -258720.074931 + Penalty 2666.784774 = -256053.290157
  nChanged 1
		SP:Iteration 57Q (35352.610000 sec): 3 clusters
  Score: Raw -258720.332085 + Penalty 2666.784774 = -256053.547311
  nChanged 1
		SP:Iteration 58Q (35352.810000 sec): 3 clusters
  Score: Raw -258720.531247 + Penalty 2666.784774 = -256053.746473
  nChanged 0
		SP:Iteration 59F (35352.980000 sec): 3 clusters
  Score: Raw -258720.531247 + Penalty 2666.784774 = -256053.746473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35353.060000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35353.230000 sec): 3 clusters
  Score: Raw -14441.946918 + Penalty 1712.053902 = -12729.893016
  nChanged 27
		SP:Iteration 1F (35353.400000 sec): 3 clusters
  Score: Raw -14505.074314 + Penalty 1712.053902 = -12793.020412
  nChanged 5
		SP:Iteration 2Q (35353.570000 sec): 3 clusters
  Score: Raw -14519.268736 + Penalty 1712.053902 = -12807.214835
  nChanged 0
		SP:Iteration 3F (35353.740000 sec): 3 clusters
  Score: Raw -14519.268736 + Penalty 1712.053902 = -12807.214835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35353.820000 sec): 2 clusters
  Score: Raw -115494.495218 + Penalty 1183.336969 = -114311.158248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35353.980000 sec): 3 clusters
  Score: Raw -114939.472321 + Penalty 2366.673939 = -112572.798382
  nChanged 460
		SP:Iteration 1F (35354.130000 sec): 3 clusters
  Score: Raw -115265.860341 + Penalty 2366.673939 = -112899.186402
  nChanged 113
		SP:Iteration 2F (35354.290000 sec): 3 clusters
  Score: Raw -115356.610929 + Penalty 2366.673939 = -112989.936991
  nChanged 58
		SP:Iteration 3Q (35354.460000 sec): 3 clusters
  Score: Raw -115406.522826 + Penalty 2366.673939 = -113039.848888
  nChanged 39
		SP:Iteration 4Q (35354.670000 sec): 3 clusters
  Score: Raw -115437.089493 + Penalty 2366.673939 = -113070.415554
  nChanged 25
		SP:Iteration 5Q (35354.790000 sec): 3 clusters
  Score: Raw -115457.350709 + Penalty 2366.673939 = -113090.676770
  nChanged 22
		SP:Iteration 6Q (35354.990000 sec): 3 clusters
  Score: Raw -115478.246181 + Penalty 2366.673939 = -113111.572242
  nChanged 15
		SP:Iteration 7Q (35355.110000 sec): 3 clusters
  Score: Raw -115489.970101 + Penalty 2366.673939 = -113123.296162
  nChanged 12
		SP:Iteration 8Q (35355.270000 sec): 3 clusters
  Score: Raw -115501.065012 + Penalty 2366.673939 = -113134.391073
  nChanged 11
		SP:Iteration 9Q (35355.460000 sec): 3 clusters
  Score: Raw -115509.164192 + Penalty 2366.673939 = -113142.490253
  nChanged 10
		SP:Iteration 10Q (35355.630000 sec): 3 clusters
  Score: Raw -115516.651372 + Penalty 2366.673939 = -113149.977433
  nChanged 11
		SP:Iteration 11Q (35355.790000 sec): 3 clusters
  Score: Raw -115524.566138 + Penalty 2366.673939 = -113157.892199
  nChanged 6
		SP:Iteration 12Q (35355.950000 sec): 3 clusters
  Score: Raw -115528.103487 + Penalty 2366.673939 = -113161.429548
  nChanged 6
		SP:Iteration 13Q (35356.180000 sec): 3 clusters
  Score: Raw -115531.563597 + Penalty 2366.673939 = -113164.889658
  nChanged 7
		SP:Iteration 14Q (35356.330000 sec): 3 clusters
  Score: Raw -115536.068635 + Penalty 2366.673939 = -113169.394696
  nChanged 8
		SP:Iteration 15Q (35356.500000 sec): 3 clusters
  Score: Raw -115541.289443 + Penalty 2366.673939 = -113174.615504
  nChanged 10
		SP:Iteration 16Q (35356.660000 sec): 3 clusters
  Score: Raw -115549.855813 + Penalty 2366.673939 = -113183.181874
  nChanged 15
		SP:Iteration 17Q (35356.830000 sec): 3 clusters
  Score: Raw -115557.873696 + Penalty 2366.673939 = -113191.199757
  nChanged 9
		SP:Iteration 18Q (35356.990000 sec): 3 clusters
  Score: Raw -115563.602304 + Penalty 2366.673939 = -113196.928365
  nChanged 8
		SP:Iteration 19Q (35357.170000 sec): 3 clusters
  Score: Raw -115567.666749 + Penalty 2366.673939 = -113200.992810
  nChanged 4
		SP:Iteration 20F (35357.310000 sec): 3 clusters
  Score: Raw -115570.106839 + Penalty 2366.673939 = -113203.432900
  nChanged 3
		SP:Iteration 21Q (35357.520000 sec): 3 clusters
  Score: Raw -115573.773145 + Penalty 2366.673939 = -113207.099206
  nChanged 9
		SP:Iteration 22Q (35357.710000 sec): 3 clusters
  Score: Raw -115580.095924 + Penalty 2366.673939 = -113213.421985
  nChanged 8
		SP:Iteration 23Q (35357.870000 sec): 3 clusters
  Score: Raw -115584.924015 + Penalty 2366.673939 = -113218.250076
  nChanged 7
		SP:Iteration 24Q (35358.030000 sec): 3 clusters
  Score: Raw -115588.961733 + Penalty 2366.673939 = -113222.287794
  nChanged 7
		SP:Iteration 25Q (35358.200000 sec): 3 clusters
  Score: Raw -115592.790581 + Penalty 2366.673939 = -113226.116642
  nChanged 5
		SP:Iteration 26Q (35358.370000 sec): 3 clusters
  Score: Raw -115595.371421 + Penalty 2366.673939 = -113228.697482
  nChanged 2
		SP:Iteration 27Q (35358.520000 sec): 3 clusters
  Score: Raw -115596.875012 + Penalty 2366.673939 = -113230.201073
  nChanged 1
		SP:Iteration 28Q (35358.680000 sec): 3 clusters
  Score: Raw -115597.386151 + Penalty 2366.673939 = -113230.712213
  nChanged 0
		SP:Iteration 29F (35358.860000 sec): 3 clusters
  Score: Raw -115597.386151 + Penalty 2366.673939 = -113230.712213
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35358.980000 sec): 2 clusters
  Score: Raw -767287.384655 + Penalty 1480.333767 = -765807.050888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35359.190000 sec): 3 clusters
  Score: Raw -762245.502941 + Penalty 2960.667533 = -759284.835408
  nChanged 3821
		SP:Iteration 1F (35359.390000 sec): 3 clusters
  Score: Raw -764291.264929 + Penalty 2960.667533 = -761330.597395
  nChanged 618
		SP:Iteration 2F (35359.590000 sec): 3 clusters
  Score: Raw -764615.241415 + Penalty 2960.667533 = -761654.573881
  nChanged 538
		SP:Iteration 3F (35359.860000 sec): 3 clusters
  Score: Raw -764926.479674 + Penalty 2960.667533 = -761965.812141
  nChanged 551
		SP:Iteration 4F (35360.030000 sec): 3 clusters
  Score: Raw -765252.846394 + Penalty 2960.667533 = -762292.178861
  nChanged 566
		SP:Iteration 5F (35360.280000 sec): 3 clusters
  Score: Raw -765663.036341 + Penalty 2960.667533 = -762702.368808
  nChanged 587
		SP:Iteration 6F (35360.510000 sec): 3 clusters
  Score: Raw -766093.568935 + Penalty 2960.667533 = -763132.901401
  nChanged 544
		SP:Iteration 7F (35360.720000 sec): 3 clusters
  Score: Raw -766460.243522 + Penalty 2960.667533 = -763499.575989
  nChanged 454
		SP:Iteration 8F (35360.930000 sec): 3 clusters
  Score: Raw -766695.946274 + Penalty 2960.667533 = -763735.278740
  nChanged 332
		SP:Iteration 9Q (35361.150000 sec): 3 clusters
  Score: Raw -766841.048601 + Penalty 2960.667533 = -763880.381068
  nChanged 233
		SP:Iteration 10Q (35361.360000 sec): 3 clusters
  Score: Raw -766928.007077 + Penalty 2960.667533 = -763967.339544
  nChanged 176
		SP:Iteration 11Q (35361.550000 sec): 3 clusters
  Score: Raw -766980.600334 + Penalty 2960.667533 = -764019.932800
  nChanged 128
		SP:Iteration 12Q (35361.750000 sec): 3 clusters
  Score: Raw -767013.905651 + Penalty 2960.667533 = -764053.238117
  nChanged 99
		SP:Iteration 13Q (35361.960000 sec): 3 clusters
  Score: Raw -767035.115754 + Penalty 2960.667533 = -764074.448221
  nChanged 72
		SP:Iteration 14Q (35362.150000 sec): 3 clusters
  Score: Raw -767048.370128 + Penalty 2960.667533 = -764087.702595
  nChanged 47
		SP:Iteration 15Q (35362.320000 sec): 3 clusters
  Score: Raw -767057.410702 + Penalty 2960.667533 = -764096.743168
  nChanged 43
		SP:Iteration 16Q (35362.520000 sec): 3 clusters
  Score: Raw -767064.651607 + Penalty 2960.667533 = -764103.984074
  nChanged 31
		SP:Iteration 17Q (35362.680000 sec): 3 clusters
  Score: Raw -767069.799748 + Penalty 2960.667533 = -764109.132215
  nChanged 29
		SP:Iteration 18Q (35362.860000 sec): 3 clusters
  Score: Raw -767073.774192 + Penalty 2960.667533 = -764113.106658
  nChanged 17
		SP:Iteration 19Q (35363.080000 sec): 3 clusters
  Score: Raw -767076.112877 + Penalty 2960.667533 = -764115.445343
  nChanged 18
		SP:Iteration 20F (35363.230000 sec): 3 clusters
  Score: Raw -767079.342260 + Penalty 2960.667533 = -764118.674727
  nChanged 17
		SP:Iteration 21Q (35363.380000 sec): 3 clusters
  Score: Raw -767081.903409 + Penalty 2960.667533 = -764121.235875
  nChanged 11
		SP:Iteration 22Q (35363.600000 sec): 3 clusters
  Score: Raw -767083.539295 + Penalty 2960.667533 = -764122.871762
  nChanged 9
		SP:Iteration 23Q (35363.820000 sec): 3 clusters
  Score: Raw -767084.783015 + Penalty 2960.667533 = -764124.115482
  nChanged 9
		SP:Iteration 24Q (35364.020000 sec): 3 clusters
  Score: Raw -767086.044449 + Penalty 2960.667533 = -764125.376916
  nChanged 6
		SP:Iteration 25Q (35364.230000 sec): 3 clusters
  Score: Raw -767086.862984 + Penalty 2960.667533 = -764126.195450
  nChanged 6
		SP:Iteration 26Q (35364.420000 sec): 3 clusters
  Score: Raw -767087.481350 + Penalty 2960.667533 = -764126.813816
  nChanged 3
		SP:Iteration 27Q (35364.660000 sec): 3 clusters
  Score: Raw -767087.801980 + Penalty 2960.667533 = -764127.134447
  nChanged 2
		SP:Iteration 28Q (35364.850000 sec): 3 clusters
  Score: Raw -767088.047235 + Penalty 2960.667533 = -764127.379702
  nChanged 1
		SP:Iteration 29Q (35365.080000 sec): 3 clusters
  Score: Raw -767088.175558 + Penalty 2960.667533 = -764127.508025
  nChanged 3
		SP:Iteration 30Q (35365.270000 sec): 3 clusters
  Score: Raw -767088.445671 + Penalty 2960.667533 = -764127.778138
  nChanged 1
		SP:Iteration 31Q (35365.510000 sec): 3 clusters
  Score: Raw -767088.565463 + Penalty 2960.667533 = -764127.897929
  nChanged 0
		SP:Iteration 32F (35365.720000 sec): 3 clusters
  Score: Raw -767088.565463 + Penalty 2960.667533 = -764127.897929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35365.820000 sec): 2 clusters
  Score: Raw -298700.800446 + Penalty 1346.149887 = -297354.650559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35365.970000 sec): 3 clusters
  Score: Raw -296772.167063 + Penalty 2692.299774 = -294079.867289
  nChanged 1518
		SP:Iteration 1F (35366.180000 sec): 3 clusters
  Score: Raw -297690.377500 + Penalty 2692.299774 = -294998.077726
  nChanged 306
		SP:Iteration 2F (35366.340000 sec): 3 clusters
  Score: Raw -297951.838526 + Penalty 2692.299774 = -295259.538752
  nChanged 266
		SP:Iteration 3F (35366.500000 sec): 3 clusters
  Score: Raw -298194.675069 + Penalty 2692.299774 = -295502.375295
  nChanged 266
		SP:Iteration 4F (35366.710000 sec): 3 clusters
  Score: Raw -298465.941295 + Penalty 2692.299774 = -295773.641521
  nChanged 247
		SP:Iteration 5F (35366.870000 sec): 3 clusters
  Score: Raw -298702.002811 + Penalty 2692.299774 = -296009.703037
  nChanged 224
		SP:Iteration 6F (35367.050000 sec): 3 clusters
  Score: Raw -298886.074660 + Penalty 2692.299774 = -296193.774886
  nChanged 175
		SP:Iteration 7Q (35367.240000 sec): 3 clusters
  Score: Raw -298999.116741 + Penalty 2692.299774 = -296306.816967
  nChanged 109
		SP:Iteration 8Q (35367.420000 sec): 3 clusters
  Score: Raw -299065.344158 + Penalty 2692.299774 = -296373.044384
  nChanged 95
		SP:Iteration 9Q (35367.620000 sec): 3 clusters
  Score: Raw -299114.980834 + Penalty 2692.299774 = -296422.681060
  nChanged 79
		SP:Iteration 10Q (35367.740000 sec): 3 clusters
  Score: Raw -299145.921457 + Penalty 2692.299774 = -296453.621683
  nChanged 43
		SP:Iteration 11Q (35367.920000 sec): 3 clusters
  Score: Raw -299168.063388 + Penalty 2692.299774 = -296475.763615
  nChanged 44
		SP:Iteration 12Q (35368.100000 sec): 3 clusters
  Score: Raw -299186.895323 + Penalty 2692.299774 = -296494.595549
  nChanged 38
		SP:Iteration 13Q (35368.290000 sec): 3 clusters
  Score: Raw -299198.458017 + Penalty 2692.299774 = -296506.158243
  nChanged 27
		SP:Iteration 14Q (35368.460000 sec): 3 clusters
  Score: Raw -299208.866971 + Penalty 2692.299774 = -296516.567197
  nChanged 31
		SP:Iteration 15Q (35368.640000 sec): 3 clusters
  Score: Raw -299221.243067 + Penalty 2692.299774 = -296528.943293
  nChanged 28
		SP:Iteration 16Q (35368.830000 sec): 3 clusters
  Score: Raw -299230.786197 + Penalty 2692.299774 = -296538.486423
  nChanged 27
		SP:Iteration 17Q (35368.980000 sec): 3 clusters
  Score: Raw -299240.054734 + Penalty 2692.299774 = -296547.754960
  nChanged 29
		SP:Iteration 18Q (35369.160000 sec): 3 clusters
  Score: Raw -299249.728699 + Penalty 2692.299774 = -296557.428925
  nChanged 21
		SP:Iteration 19Q (35369.370000 sec): 3 clusters
  Score: Raw -299257.415682 + Penalty 2692.299774 = -296565.115909
  nChanged 29
		SP:Iteration 20F (35369.530000 sec): 3 clusters
  Score: Raw -299266.394595 + Penalty 2692.299774 = -296574.094821
  nChanged 25
		SP:Iteration 21Q (35369.720000 sec): 3 clusters
  Score: Raw -299274.223073 + Penalty 2692.299774 = -296581.923299
  nChanged 22
		SP:Iteration 22Q (35369.910000 sec): 3 clusters
  Score: Raw -299279.636188 + Penalty 2692.299774 = -296587.336414
  nChanged 18
		SP:Iteration 23Q (35370.100000 sec): 3 clusters
  Score: Raw -299284.201097 + Penalty 2692.299774 = -296591.901323
  nChanged 12
		SP:Iteration 24Q (35370.290000 sec): 3 clusters
  Score: Raw -299287.673786 + Penalty 2692.299774 = -296595.374013
  nChanged 9
		SP:Iteration 25Q (35370.500000 sec): 3 clusters
  Score: Raw -299289.779902 + Penalty 2692.299774 = -296597.480128
  nChanged 6
		SP:Iteration 26Q (35370.690000 sec): 3 clusters
  Score: Raw -299291.025318 + Penalty 2692.299774 = -296598.725544
  nChanged 8
		SP:Iteration 27Q (35370.890000 sec): 3 clusters
  Score: Raw -299292.445296 + Penalty 2692.299774 = -296600.145522
  nChanged 7
		SP:Iteration 28Q (35371.040000 sec): 3 clusters
  Score: Raw -299294.867388 + Penalty 2692.299774 = -296602.567614
  nChanged 7
		SP:Iteration 29Q (35371.200000 sec): 3 clusters
  Score: Raw -299297.078317 + Penalty 2692.299774 = -296604.778543
  nChanged 6
		SP:Iteration 30Q (35371.370000 sec): 3 clusters
  Score: Raw -299298.588412 + Penalty 2692.299774 = -296606.288638
  nChanged 2
		SP:Iteration 31Q (35371.540000 sec): 3 clusters
  Score: Raw -299298.788451 + Penalty 2692.299774 = -296606.488677
  nChanged 3
		SP:Iteration 32Q (35371.700000 sec): 3 clusters
  Score: Raw -299299.280340 + Penalty 2692.299774 = -296606.980566
  nChanged 3
		SP:Iteration 33Q (35371.860000 sec): 3 clusters
  Score: Raw -299299.988077 + Penalty 2692.299774 = -296607.688303
  nChanged 1
		SP:Iteration 34Q (35372.030000 sec): 3 clusters
  Score: Raw -299300.141670 + Penalty 2692.299774 = -296607.841896
  nChanged 0
		SP:Iteration 35F (35372.200000 sec): 3 clusters
  Score: Raw -299300.141670 + Penalty 2692.299774 = -296607.841896
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35372.280000 sec): 2 clusters
  Score: Raw -37494.816147 + Penalty 1061.504322 = -36433.311824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35372.440000 sec): 3 clusters
  Score: Raw -37378.298826 + Penalty 2123.008645 = -35255.290181
  nChanged 196
		SP:Iteration 1F (35372.630000 sec): 3 clusters
  Score: Raw -37655.793691 + Penalty 2123.008645 = -35532.785046
  nChanged 71
		SP:Iteration 2F (35372.820000 sec): 3 clusters
  Score: Raw -37791.602486 + Penalty 2123.008645 = -35668.593841
  nChanged 33
		SP:Iteration 3Q (35373.000000 sec): 3 clusters
  Score: Raw -37853.679907 + Penalty 2123.008645 = -35730.671262
  nChanged 22
		SP:Iteration 4Q (35373.150000 sec): 3 clusters
  Score: Raw -37894.254873 + Penalty 2123.008645 = -35771.246228
  nChanged 12
		SP:Iteration 5Q (35373.320000 sec): 3 clusters
  Score: Raw -37920.668875 + Penalty 2123.008645 = -35797.660230
  nChanged 8
		SP:Iteration 6Q (35373.480000 sec): 3 clusters
  Score: Raw -37942.883331 + Penalty 2123.008645 = -35819.874686
  nChanged 4
		SP:Iteration 7Q (35373.630000 sec): 3 clusters
  Score: Raw -37946.933491 + Penalty 2123.008645 = -35823.924846
  nChanged 3
		SP:Iteration 8Q (35373.820000 sec): 3 clusters
  Score: Raw -37948.261179 + Penalty 2123.008645 = -35825.252534
  nChanged 1
		SP:Iteration 9Q (35373.980000 sec): 3 clusters
  Score: Raw -37951.132681 + Penalty 2123.008645 = -35828.124036
  nChanged 2
		SP:Iteration 10Q (35374.190000 sec): 3 clusters
  Score: Raw -37953.148525 + Penalty 2123.008645 = -35830.139880
  nChanged 1
		SP:Iteration 11Q (35374.320000 sec): 3 clusters
  Score: Raw -37953.942676 + Penalty 2123.008645 = -35830.934031
  nChanged 0
		SP:Iteration 12F (35374.520000 sec): 3 clusters
  Score: Raw -37953.942676 + Penalty 2123.008645 = -35830.934031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35374.610000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35374.780000 sec): 3 clusters
  Score: Raw -402597.323813 + Penalty 2759.258945 = -399838.064868
  nChanged 1947
		SP:Iteration 1F (35374.960000 sec): 3 clusters
  Score: Raw -403652.330744 + Penalty 2759.258945 = -400893.071799
  nChanged 323
		SP:Iteration 2F (35375.100000 sec): 3 clusters
  Score: Raw -403812.217769 + Penalty 2759.258945 = -401052.958824
  nChanged 222
		SP:Iteration 3Q (35375.300000 sec): 3 clusters
  Score: Raw -403911.577209 + Penalty 2759.258945 = -401152.318264
  nChanged 151
		SP:Iteration 4Q (35375.520000 sec): 3 clusters
  Score: Raw -403973.796033 + Penalty 2759.258945 = -401214.537088
  nChanged 137
		SP:Iteration 5Q (35375.720000 sec): 3 clusters
  Score: Raw -404036.550085 + Penalty 2759.258945 = -401277.291140
  nChanged 127
		SP:Iteration 6Q (35375.910000 sec): 3 clusters
  Score: Raw -404085.454636 + Penalty 2759.258945 = -401326.195691
  nChanged 109
		SP:Iteration 7Q (35376.080000 sec): 3 clusters
  Score: Raw -404125.867939 + Penalty 2759.258945 = -401366.608994
  nChanged 93
		SP:Iteration 8Q (35376.330000 sec): 3 clusters
  Score: Raw -404159.806696 + Penalty 2759.258945 = -401400.547751
  nChanged 87
		SP:Iteration 9Q (35376.440000 sec): 3 clusters
  Score: Raw -404188.635354 + Penalty 2759.258945 = -401429.376409
  nChanged 88
		SP:Iteration 10Q (35376.600000 sec): 3 clusters
  Score: Raw -404219.817990 + Penalty 2759.258945 = -401460.559045
  nChanged 95
		SP:Iteration 11Q (35376.780000 sec): 3 clusters
  Score: Raw -404250.934088 + Penalty 2759.258945 = -401491.675143
  nChanged 83
		SP:Iteration 12Q (35376.960000 sec): 3 clusters
  Score: Raw -404276.584224 + Penalty 2759.258945 = -401517.325279
  nChanged 71
		SP:Iteration 13Q (35377.100000 sec): 3 clusters
  Score: Raw -404303.942005 + Penalty 2759.258945 = -401544.683060
  nChanged 90
		SP:Iteration 14Q (35377.290000 sec): 3 clusters
  Score: Raw -404338.650377 + Penalty 2759.258945 = -401579.391432
  nChanged 89
		SP:Iteration 15Q (35377.460000 sec): 3 clusters
  Score: Raw -404366.736509 + Penalty 2759.258945 = -401607.477564
  nChanged 69
		SP:Iteration 16Q (35377.590000 sec): 3 clusters
  Score: Raw -404389.647914 + Penalty 2759.258945 = -401630.388968
  nChanged 56
		SP:Iteration 17Q (35377.780000 sec): 3 clusters
  Score: Raw -404408.389475 + Penalty 2759.258945 = -401649.130530
  nChanged 59
		SP:Iteration 18Q (35377.990000 sec): 3 clusters
  Score: Raw -404426.129322 + Penalty 2759.258945 = -401666.870377
  nChanged 57
		SP:Iteration 19Q (35378.200000 sec): 3 clusters
  Score: Raw -404444.823606 + Penalty 2759.258945 = -401685.564661
  nChanged 56
		SP:Iteration 20F (35378.400000 sec): 3 clusters
  Score: Raw -404462.311118 + Penalty 2759.258945 = -401703.052173
  nChanged 58
		SP:Iteration 21Q (35378.580000 sec): 3 clusters
  Score: Raw -404483.493942 + Penalty 2759.258945 = -401724.234996
  nChanged 69
		SP:Iteration 22Q (35378.750000 sec): 3 clusters
  Score: Raw -404505.743634 + Penalty 2759.258945 = -401746.484689
  nChanged 58
		SP:Iteration 23Q (35378.980000 sec): 3 clusters
  Score: Raw -404523.677123 + Penalty 2759.258945 = -401764.418178
  nChanged 59
		SP:Iteration 24Q (35379.170000 sec): 3 clusters
  Score: Raw -404543.628038 + Penalty 2759.258945 = -401784.369093
  nChanged 55
		SP:Iteration 25Q (35379.340000 sec): 3 clusters
  Score: Raw -404562.217128 + Penalty 2759.258945 = -401802.958183
  nChanged 55
		SP:Iteration 26Q (35379.530000 sec): 3 clusters
  Score: Raw -404582.854877 + Penalty 2759.258945 = -401823.595932
  nChanged 73
		SP:Iteration 27Q (35379.720000 sec): 3 clusters
  Score: Raw -404616.791265 + Penalty 2759.258945 = -401857.532320
  nChanged 85
		SP:Iteration 28Q (35379.950000 sec): 3 clusters
  Score: Raw -404658.922277 + Penalty 2759.258945 = -401899.663332
  nChanged 90
		SP:Iteration 29Q (35380.110000 sec): 3 clusters
  Score: Raw -404701.295986 + Penalty 2759.258945 = -401942.037041
  nChanged 85
		SP:Iteration 30Q (35380.280000 sec): 3 clusters
  Score: Raw -404745.319327 + Penalty 2759.258945 = -401986.060381
  nChanged 87
		SP:Iteration 31Q (35380.500000 sec): 3 clusters
  Score: Raw -404782.738563 + Penalty 2759.258945 = -402023.479618
  nChanged 61
		SP:Iteration 32Q (35380.720000 sec): 3 clusters
  Score: Raw -404809.808230 + Penalty 2759.258945 = -402050.549285
  nChanged 56
		SP:Iteration 33Q (35380.870000 sec): 3 clusters
  Score: Raw -404829.131278 + Penalty 2759.258945 = -402069.872333
  nChanged 33
		SP:Iteration 34Q (35381.070000 sec): 3 clusters
  Score: Raw -404841.155730 + Penalty 2759.258945 = -402081.896785
  nChanged 27
		SP:Iteration 35Q (35381.270000 sec): 3 clusters
  Score: Raw -404849.047745 + Penalty 2759.258945 = -402089.788799
  nChanged 25
		SP:Iteration 36Q (35381.440000 sec): 3 clusters
  Score: Raw -404855.069354 + Penalty 2759.258945 = -402095.810408
  nChanged 18
		SP:Iteration 37Q (35381.630000 sec): 3 clusters
  Score: Raw -404858.930421 + Penalty 2759.258945 = -402099.671476
  nChanged 14
		SP:Iteration 38Q (35381.800000 sec): 3 clusters
  Score: Raw -404863.605371 + Penalty 2759.258945 = -402104.346426
  nChanged 20
		SP:Iteration 39Q (35381.960000 sec): 3 clusters
  Score: Raw -404869.619381 + Penalty 2759.258945 = -402110.360436
  nChanged 17
		SP:Iteration 40F (35382.170000 sec): 3 clusters
  Score: Raw -404873.456127 + Penalty 2759.258945 = -402114.197182
  nChanged 14
		SP:Iteration 41Q (35382.360000 sec): 3 clusters
  Score: Raw -404877.085896 + Penalty 2759.258945 = -402117.826951
  nChanged 11
		SP:Iteration 42Q (35382.570000 sec): 3 clusters
  Score: Raw -404879.445274 + Penalty 2759.258945 = -402120.186329
  nChanged 9
		SP:Iteration 43Q (35382.770000 sec): 3 clusters
  Score: Raw -404880.998732 + Penalty 2759.258945 = -402121.739787
  nChanged 5
		SP:Iteration 44Q (35382.970000 sec): 3 clusters
  Score: Raw -404881.726784 + Penalty 2759.258945 = -402122.467838
  nChanged 4
		SP:Iteration 45Q (35383.160000 sec): 3 clusters
  Score: Raw -404882.569507 + Penalty 2759.258945 = -402123.310562
  nChanged 3
		SP:Iteration 46Q (35383.380000 sec): 3 clusters
  Score: Raw -404883.215761 + Penalty 2759.258945 = -402123.956816
  nChanged 3
		SP:Iteration 47Q (35383.550000 sec): 3 clusters
  Score: Raw -404883.630176 + Penalty 2759.258945 = -402124.371231
  nChanged 1
		SP:Iteration 48Q (35383.690000 sec): 3 clusters
  Score: Raw -404883.692283 + Penalty 2759.258945 = -402124.433338
  nChanged 1
		SP:Iteration 49Q (35383.880000 sec): 3 clusters
  Score: Raw -404883.882387 + Penalty 2759.258945 = -402124.623442
  nChanged 1
		SP:Iteration 50Q (35384.110000 sec): 3 clusters
  Score: Raw -404883.987624 + Penalty 2759.258945 = -402124.728679
  nChanged 1
		SP:Iteration 51Q (35384.310000 sec): 3 clusters
  Score: Raw -404884.142104 + Penalty 2759.258945 = -402124.883159
  nChanged 2
		SP:Iteration 52Q (35384.490000 sec): 3 clusters
  Score: Raw -404884.402015 + Penalty 2759.258945 = -402125.143070
  nChanged 2
		SP:Iteration 53Q (35384.640000 sec): 3 clusters
  Score: Raw -404884.711225 + Penalty 2759.258945 = -402125.452280
  nChanged 1
		SP:Iteration 54Q (35384.840000 sec): 3 clusters
  Score: Raw -404884.860750 + Penalty 2759.258945 = -402125.601805
  nChanged 1
		SP:Iteration 55Q (35385.000000 sec): 3 clusters
  Score: Raw -404885.345836 + Penalty 2759.258945 = -402126.086891
  nChanged 4
		SP:Iteration 56Q (35385.170000 sec): 3 clusters
  Score: Raw -404886.001224 + Penalty 2759.258945 = -402126.742279
  nChanged 3
		SP:Iteration 57Q (35385.390000 sec): 3 clusters
  Score: Raw -404886.956188 + Penalty 2759.258945 = -402127.697243
  nChanged 7
		SP:Iteration 58Q (35385.560000 sec): 3 clusters
  Score: Raw -404888.094404 + Penalty 2759.258945 = -402128.835459
  nChanged 4
		SP:Iteration 59Q (35385.750000 sec): 3 clusters
  Score: Raw -404888.732385 + Penalty 2759.258945 = -402129.473440
  nChanged 2
		SP:Iteration 60F (35385.920000 sec): 3 clusters
  Score: Raw -404889.076665 + Penalty 2759.258945 = -402129.817719
  nChanged 2
		SP:Iteration 61Q (35386.120000 sec): 3 clusters
  Score: Raw -404889.342897 + Penalty 2759.258945 = -402130.083952
  nChanged 0
		SP:Iteration 62F (35386.290000 sec): 3 clusters
  Score: Raw -404889.342897 + Penalty 2759.258945 = -402130.083952
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35386.430000 sec): 2 clusters
  Score: Raw -1120034.730304 + Penalty 1548.700633 = -1118486.029671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35386.670000 sec): 3 clusters
  Score: Raw -1111979.272486 + Penalty 3097.401266 = -1108881.871220
  nChanged 6022
		SP:Iteration 1F (35386.920000 sec): 3 clusters
  Score: Raw -1115153.571010 + Penalty 3097.401266 = -1112056.169744
  nChanged 689
		SP:Iteration 2F (35387.160000 sec): 3 clusters
  Score: Raw -1115394.906115 + Penalty 3097.401266 = -1112297.504849
  nChanged 577
		SP:Iteration 3Q (35387.380000 sec): 3 clusters
  Score: Raw -1115586.109788 + Penalty 3097.401266 = -1112488.708523
  nChanged 555
		SP:Iteration 4Q (35387.600000 sec): 3 clusters
  Score: Raw -1115765.213159 + Penalty 3097.401266 = -1112667.811893
  nChanged 445
		SP:Iteration 5Q (35387.850000 sec): 3 clusters
  Score: Raw -1115906.460103 + Penalty 3097.401266 = -1112809.058838
  nChanged 441
		SP:Iteration 6Q (35388.130000 sec): 3 clusters
  Score: Raw -1116053.430849 + Penalty 3097.401266 = -1112956.029583
  nChanged 438
		SP:Iteration 7Q (35388.420000 sec): 3 clusters
  Score: Raw -1116227.852657 + Penalty 3097.401266 = -1113130.451392
  nChanged 482
		SP:Iteration 8Q (35388.710000 sec): 3 clusters
  Score: Raw -1116449.618441 + Penalty 3097.401266 = -1113352.217175
  nChanged 571
		SP:Iteration 9Q (35388.930000 sec): 3 clusters
  Score: Raw -1116761.258271 + Penalty 3097.401266 = -1113663.857006
  nChanged 610
		SP:Iteration 10Q (35389.240000 sec): 3 clusters
  Score: Raw -1117115.649486 + Penalty 3097.401266 = -1114018.248221
  nChanged 669
		SP:Iteration 11Q (35389.460000 sec): 3 clusters
  Score: Raw -1117603.918609 + Penalty 3097.401266 = -1114506.517343
  nChanged 712
		SP:Iteration 12F (35389.780000 sec): 3 clusters
  Score: Raw -1118158.566851 + Penalty 3097.401266 = -1115061.165586
  nChanged 637
		SP:Iteration 13Q (35389.990000 sec): 3 clusters
  Score: Raw -1118652.831954 + Penalty 3097.401266 = -1115555.430688
  nChanged 528
		SP:Iteration 14Q (35390.240000 sec): 3 clusters
  Score: Raw -1119084.397236 + Penalty 3097.401266 = -1115986.995970
  nChanged 438
		SP:Iteration 15Q (35390.490000 sec): 3 clusters
  Score: Raw -1119447.082444 + Penalty 3097.401266 = -1116349.681179
  nChanged 321
		SP:Iteration 16Q (35390.730000 sec): 3 clusters
  Score: Raw -1119704.291282 + Penalty 3097.401266 = -1116606.890016
  nChanged 228
		SP:Iteration 17Q (35390.970000 sec): 3 clusters
  Score: Raw -1119876.839692 + Penalty 3097.401266 = -1116779.438426
  nChanged 141
		SP:Iteration 18Q (35391.170000 sec): 3 clusters
  Score: Raw -1119988.605959 + Penalty 3097.401266 = -1116891.204693
  nChanged 103
		SP:Iteration 19Q (35391.410000 sec): 3 clusters
  Score: Raw -1120081.536921 + Penalty 3097.401266 = -1116984.135655
  nChanged 64
		SP:Iteration 20F (35391.620000 sec): 3 clusters
  Score: Raw -1120140.122239 + Penalty 3097.401266 = -1117042.720973
  nChanged 41
		SP:Iteration 21Q (35391.860000 sec): 3 clusters
  Score: Raw -1120178.573242 + Penalty 3097.401266 = -1117081.171977
  nChanged 32
		SP:Iteration 22Q (35392.080000 sec): 3 clusters
  Score: Raw -1120202.326120 + Penalty 3097.401266 = -1117104.924854
  nChanged 18
		SP:Iteration 23Q (35392.330000 sec): 3 clusters
  Score: Raw -1120220.426367 + Penalty 3097.401266 = -1117123.025101
  nChanged 16
		SP:Iteration 24Q (35392.590000 sec): 3 clusters
  Score: Raw -1120234.485320 + Penalty 3097.401266 = -1117137.084055
  nChanged 11
		SP:Iteration 25Q (35392.810000 sec): 3 clusters
  Score: Raw -1120240.772164 + Penalty 3097.401266 = -1117143.370898
  nChanged 5
		SP:Iteration 26Q (35393.000000 sec): 3 clusters
  Score: Raw -1120243.015383 + Penalty 3097.401266 = -1117145.614117
  nChanged 3
		SP:Iteration 27Q (35393.240000 sec): 3 clusters
  Score: Raw -1120243.891088 + Penalty 3097.401266 = -1117146.489823
  nChanged 1
		SP:Iteration 28Q (35393.470000 sec): 3 clusters
  Score: Raw -1120244.626127 + Penalty 3097.401266 = -1117147.224862
  nChanged 1
		SP:Iteration 29Q (35393.730000 sec): 3 clusters
  Score: Raw -1120245.220057 + Penalty 3097.401266 = -1117147.818791
  nChanged 2
		SP:Iteration 30Q (35394.010000 sec): 3 clusters
  Score: Raw -1120247.371301 + Penalty 3097.401266 = -1117149.970035
  nChanged 2
		SP:Iteration 31Q (35394.210000 sec): 3 clusters
  Score: Raw -1120249.992285 + Penalty 3097.401266 = -1117152.591019
  nChanged 1
		SP:Iteration 32Q (35394.440000 sec): 3 clusters
  Score: Raw -1120250.807325 + Penalty 3097.401266 = -1117153.406060
  nChanged 2
		SP:Iteration 33Q (35394.690000 sec): 3 clusters
  Score: Raw -1120251.807441 + Penalty 3097.401266 = -1117154.406175
  nChanged 1
		SP:Iteration 34Q (35394.920000 sec): 3 clusters
  Score: Raw -1120252.703452 + Penalty 3097.401266 = -1117155.302186
  nChanged 1
		SP:Iteration 35Q (35395.130000 sec): 3 clusters
  Score: Raw -1120252.873313 + Penalty 3097.401266 = -1117155.472047
  nChanged 0
		SP:Iteration 36F (35395.350000 sec): 3 clusters
  Score: Raw -1120252.873313 + Penalty 3097.401266 = -1117155.472047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35395.450000 sec): 2 clusters
  Score: Raw -82733.774594 + Penalty 1157.203524 = -81576.571071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35395.620000 sec): 3 clusters
  Score: Raw -82310.055557 + Penalty 2314.407047 = -79995.648510
  nChanged 389
		SP:Iteration 1F (35395.740000 sec): 3 clusters
  Score: Raw -82730.344803 + Penalty 2314.407047 = -80415.937756
  nChanged 120
		SP:Iteration 2F (35395.930000 sec): 3 clusters
  Score: Raw -82975.787589 + Penalty 2314.407047 = -80661.380542
  nChanged 86
		SP:Iteration 3F (35396.100000 sec): 3 clusters
  Score: Raw -83147.228078 + Penalty 2314.407047 = -80832.821031
  nChanged 57
		SP:Iteration 4Q (35396.270000 sec): 3 clusters
  Score: Raw -83217.805188 + Penalty 2314.407047 = -80903.398140
  nChanged 34
		SP:Iteration 5Q (35396.410000 sec): 3 clusters
  Score: Raw -83249.071520 + Penalty 2314.407047 = -80934.664473
  nChanged 21
		SP:Iteration 6Q (35396.580000 sec): 3 clusters
  Score: Raw -83268.429620 + Penalty 2314.407047 = -80954.022573
  nChanged 17
		SP:Iteration 7Q (35396.790000 sec): 3 clusters
  Score: Raw -83284.573611 + Penalty 2314.407047 = -80970.166564
  nChanged 17
		SP:Iteration 8Q (35396.900000 sec): 3 clusters
  Score: Raw -83305.333924 + Penalty 2314.407047 = -80990.926877
  nChanged 15
		SP:Iteration 9Q (35397.070000 sec): 3 clusters
  Score: Raw -83317.445476 + Penalty 2314.407047 = -81003.038429
  nChanged 6
		SP:Iteration 10Q (35397.250000 sec): 3 clusters
  Score: Raw -83320.912745 + Penalty 2314.407047 = -81006.505698
  nChanged 3
		SP:Iteration 11Q (35397.420000 sec): 3 clusters
  Score: Raw -83323.006925 + Penalty 2314.407047 = -81008.599878
  nChanged 4
		SP:Iteration 12Q (35397.610000 sec): 3 clusters
  Score: Raw -83324.820004 + Penalty 2314.407047 = -81010.412956
  nChanged 1
		SP:Iteration 13Q (35397.790000 sec): 3 clusters
  Score: Raw -83325.422356 + Penalty 2314.407047 = -81011.015308
  nChanged 0
		SP:Iteration 14F (35397.940000 sec): 3 clusters
  Score: Raw -83325.422356 + Penalty 2314.407047 = -81011.015308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35398.060000 sec): 2 clusters
  Score: Raw -187152.097444 + Penalty 1265.853641 = -185886.243804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35398.220000 sec): 3 clusters
  Score: Raw -186072.847574 + Penalty 2531.707282 = -183541.140292
  nChanged 883
		SP:Iteration 1F (35398.350000 sec): 3 clusters
  Score: Raw -186570.304866 + Penalty 2531.707282 = -184038.597585
  nChanged 183
		SP:Iteration 2F (35398.540000 sec): 3 clusters
  Score: Raw -186684.939218 + Penalty 2531.707282 = -184153.231937
  nChanged 111
		SP:Iteration 3Q (35398.680000 sec): 3 clusters
  Score: Raw -186753.261863 + Penalty 2531.707282 = -184221.554581
  nChanged 94
		SP:Iteration 4Q (35398.880000 sec): 3 clusters
  Score: Raw -186809.335239 + Penalty 2531.707282 = -184277.627958
  nChanged 75
		SP:Iteration 5Q (35399.050000 sec): 3 clusters
  Score: Raw -186858.137054 + Penalty 2531.707282 = -184326.429772
  nChanged 75
		SP:Iteration 6Q (35399.220000 sec): 3 clusters
  Score: Raw -186906.503642 + Penalty 2531.707282 = -184374.796360
  nChanged 56
		SP:Iteration 7Q (35399.410000 sec): 3 clusters
  Score: Raw -186938.904298 + Penalty 2531.707282 = -184407.197016
  nChanged 64
		SP:Iteration 8Q (35399.600000 sec): 3 clusters
  Score: Raw -186980.255420 + Penalty 2531.707282 = -184448.548138
  nChanged 68
		SP:Iteration 9Q (35399.740000 sec): 3 clusters
  Score: Raw -187031.116930 + Penalty 2531.707282 = -184499.409648
  nChanged 72
		SP:Iteration 10Q (35399.900000 sec): 3 clusters
  Score: Raw -187083.433534 + Penalty 2531.707282 = -184551.726252
  nChanged 69
		SP:Iteration 11Q (35400.070000 sec): 3 clusters
  Score: Raw -187139.024222 + Penalty 2531.707282 = -184607.316941
  nChanged 68
		SP:Iteration 12Q (35400.230000 sec): 3 clusters
  Score: Raw -187187.724062 + Penalty 2531.707282 = -184656.016780
  nChanged 43
		SP:Iteration 13Q (35400.410000 sec): 3 clusters
  Score: Raw -187215.387525 + Penalty 2531.707282 = -184683.680244
  nChanged 35
		SP:Iteration 14Q (35400.550000 sec): 3 clusters
  Score: Raw -187235.635119 + Penalty 2531.707282 = -184703.927838
  nChanged 29
		SP:Iteration 15Q (35400.690000 sec): 3 clusters
  Score: Raw -187257.482437 + Penalty 2531.707282 = -184725.775155
  nChanged 34
		SP:Iteration 16Q (35400.860000 sec): 3 clusters
  Score: Raw -187279.747618 + Penalty 2531.707282 = -184748.040337
  nChanged 22
		SP:Iteration 17Q (35401.050000 sec): 3 clusters
  Score: Raw -187292.857733 + Penalty 2531.707282 = -184761.150452
  nChanged 21
		SP:Iteration 18Q (35401.230000 sec): 3 clusters
  Score: Raw -187306.452284 + Penalty 2531.707282 = -184774.745002
  nChanged 15
		SP:Iteration 19Q (35401.430000 sec): 3 clusters
  Score: Raw -187316.457313 + Penalty 2531.707282 = -184784.750031
  nChanged 15
		SP:Iteration 20F (35401.610000 sec): 3 clusters
  Score: Raw -187325.953621 + Penalty 2531.707282 = -184794.246340
  nChanged 16
		SP:Iteration 21Q (35401.770000 sec): 3 clusters
  Score: Raw -187336.786831 + Penalty 2531.707282 = -184805.079550
  nChanged 10
		SP:Iteration 22Q (35401.980000 sec): 3 clusters
  Score: Raw -187341.949047 + Penalty 2531.707282 = -184810.241765
  nChanged 9
		SP:Iteration 23Q (35402.140000 sec): 3 clusters
  Score: Raw -187346.435785 + Penalty 2531.707282 = -184814.728503
  nChanged 7
		SP:Iteration 24Q (35402.340000 sec): 3 clusters
  Score: Raw -187351.462705 + Penalty 2531.707282 = -184819.755423
  nChanged 7
		SP:Iteration 25Q (35402.450000 sec): 3 clusters
  Score: Raw -187354.468114 + Penalty 2531.707282 = -184822.760833
  nChanged 6
		SP:Iteration 26Q (35402.610000 sec): 3 clusters
  Score: Raw -187356.626286 + Penalty 2531.707282 = -184824.919004
  nChanged 4
		SP:Iteration 27Q (35402.790000 sec): 3 clusters
  Score: Raw -187358.943060 + Penalty 2531.707282 = -184827.235778
  nChanged 0
		SP:Iteration 28F (35402.900000 sec): 3 clusters
  Score: Raw -187358.943060 + Penalty 2531.707282 = -184827.235778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35403.010000 sec): 2 clusters
  Score: Raw -131873.790333 + Penalty 1227.834578 = -130645.955755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35403.200000 sec): 3 clusters
  Score: Raw -131224.238035 + Penalty 2455.669155 = -128768.568880
  nChanged 654
		SP:Iteration 1F (35403.350000 sec): 3 clusters
  Score: Raw -131954.230435 + Penalty 2455.669155 = -129498.561279
  nChanged 207
		SP:Iteration 2F (35403.530000 sec): 3 clusters
  Score: Raw -132281.713506 + Penalty 2455.669155 = -129826.044351
  nChanged 137
		SP:Iteration 3F (35403.710000 sec): 3 clusters
  Score: Raw -132472.552960 + Penalty 2455.669155 = -130016.883805
  nChanged 106
		SP:Iteration 4F (35403.860000 sec): 3 clusters
  Score: Raw -132589.097567 + Penalty 2455.669155 = -130133.428412
  nChanged 72
		SP:Iteration 5Q (35404.090000 sec): 3 clusters
  Score: Raw -132656.466999 + Penalty 2455.669155 = -130200.797843
  nChanged 48
		SP:Iteration 6Q (35404.240000 sec): 3 clusters
  Score: Raw -132705.118303 + Penalty 2455.669155 = -130249.449148
  nChanged 45
		SP:Iteration 7Q (35404.420000 sec): 3 clusters
  Score: Raw -132755.717126 + Penalty 2455.669155 = -130300.047970
  nChanged 32
		SP:Iteration 8Q (35404.590000 sec): 3 clusters
  Score: Raw -132797.910290 + Penalty 2455.669155 = -130342.241134
  nChanged 32
		SP:Iteration 9Q (35404.750000 sec): 3 clusters
  Score: Raw -132845.989054 + Penalty 2455.669155 = -130390.319899
  nChanged 39
		SP:Iteration 10Q (35404.930000 sec): 3 clusters
  Score: Raw -132873.230116 + Penalty 2455.669155 = -130417.560961
  nChanged 17
		SP:Iteration 11Q (35405.110000 sec): 3 clusters
  Score: Raw -132883.456305 + Penalty 2455.669155 = -130427.787150
  nChanged 14
		SP:Iteration 12Q (35405.260000 sec): 3 clusters
  Score: Raw -132892.620170 + Penalty 2455.669155 = -130436.951014
  nChanged 6
		SP:Iteration 13Q (35405.360000 sec): 3 clusters
  Score: Raw -132896.517035 + Penalty 2455.669155 = -130440.847880
  nChanged 6
		SP:Iteration 14Q (35405.510000 sec): 3 clusters
  Score: Raw -132900.372965 + Penalty 2455.669155 = -130444.703810
  nChanged 2
		SP:Iteration 15Q (35405.670000 sec): 3 clusters
  Score: Raw -132901.474316 + Penalty 2455.669155 = -130445.805160
  nChanged 1
		SP:Iteration 16Q (35405.770000 sec): 3 clusters
  Score: Raw -132901.883940 + Penalty 2455.669155 = -130446.214784
  nChanged 0
		SP:Iteration 17F (35405.920000 sec): 3 clusters
  Score: Raw -132901.883940 + Penalty 2455.669155 = -130446.214784
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35406.030000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35406.250000 sec): 3 clusters
  Score: Raw -356904.903583 + Penalty 2743.662518 = -354161.241065
  nChanged 1931
		SP:Iteration 1F (35406.430000 sec): 3 clusters
  Score: Raw -357916.720573 + Penalty 2743.662518 = -355173.058055
  nChanged 349
		SP:Iteration 2F (35406.590000 sec): 3 clusters
  Score: Raw -358123.556747 + Penalty 2743.662518 = -355379.894229
  nChanged 279
		SP:Iteration 3F (35406.780000 sec): 3 clusters
  Score: Raw -358276.379219 + Penalty 2743.662518 = -355532.716701
  nChanged 211
		SP:Iteration 4Q (35406.990000 sec): 3 clusters
  Score: Raw -358391.450071 + Penalty 2743.662518 = -355647.787553
  nChanged 180
		SP:Iteration 5Q (35407.180000 sec): 3 clusters
  Score: Raw -358509.187106 + Penalty 2743.662518 = -355765.524588
  nChanged 192
		SP:Iteration 6Q (35407.350000 sec): 3 clusters
  Score: Raw -358622.830142 + Penalty 2743.662518 = -355879.167623
  nChanged 174
		SP:Iteration 7Q (35407.560000 sec): 3 clusters
  Score: Raw -358738.808535 + Penalty 2743.662518 = -355995.146017
  nChanged 172
		SP:Iteration 8Q (35407.710000 sec): 3 clusters
  Score: Raw -358849.308891 + Penalty 2743.662518 = -356105.646373
  nChanged 169
		SP:Iteration 9Q (35407.920000 sec): 3 clusters
  Score: Raw -358948.705029 + Penalty 2743.662518 = -356205.042511
  nChanged 151
		SP:Iteration 10Q (35408.100000 sec): 3 clusters
  Score: Raw -359029.272600 + Penalty 2743.662518 = -356285.610082
  nChanged 129
		SP:Iteration 11Q (35408.270000 sec): 3 clusters
  Score: Raw -359095.026263 + Penalty 2743.662518 = -356351.363745
  nChanged 105
		SP:Iteration 12Q (35408.480000 sec): 3 clusters
  Score: Raw -359140.372711 + Penalty 2743.662518 = -356396.710193
  nChanged 90
		SP:Iteration 13Q (35408.650000 sec): 3 clusters
  Score: Raw -359174.815196 + Penalty 2743.662518 = -356431.152678
  nChanged 74
		SP:Iteration 14Q (35408.840000 sec): 3 clusters
  Score: Raw -359200.971742 + Penalty 2743.662518 = -356457.309224
  nChanged 61
		SP:Iteration 15Q (35409.050000 sec): 3 clusters
  Score: Raw -359221.690908 + Penalty 2743.662518 = -356478.028389
  nChanged 43
		SP:Iteration 16Q (35409.220000 sec): 3 clusters
  Score: Raw -359238.791076 + Penalty 2743.662518 = -356495.128558
  nChanged 52
		SP:Iteration 17Q (35409.380000 sec): 3 clusters
  Score: Raw -359258.740629 + Penalty 2743.662518 = -356515.078111
  nChanged 47
		SP:Iteration 18Q (35409.550000 sec): 3 clusters
  Score: Raw -359277.646805 + Penalty 2743.662518 = -356533.984287
  nChanged 43
		SP:Iteration 19Q (35409.720000 sec): 3 clusters
  Score: Raw -359296.593992 + Penalty 2743.662518 = -356552.931474
  nChanged 41
		SP:Iteration 20F (35409.890000 sec): 3 clusters
  Score: Raw -359318.875040 + Penalty 2743.662518 = -356575.212522
  nChanged 43
		SP:Iteration 21Q (35410.060000 sec): 3 clusters
  Score: Raw -359339.500661 + Penalty 2743.662518 = -356595.838143
  nChanged 40
		SP:Iteration 22Q (35410.220000 sec): 3 clusters
  Score: Raw -359357.964968 + Penalty 2743.662518 = -356614.302450
  nChanged 41
		SP:Iteration 23Q (35410.380000 sec): 3 clusters
  Score: Raw -359382.515200 + Penalty 2743.662518 = -356638.852682
  nChanged 38
		SP:Iteration 24Q (35410.600000 sec): 3 clusters
  Score: Raw -359402.680291 + Penalty 2743.662518 = -356659.017773
  nChanged 41
		SP:Iteration 25Q (35410.800000 sec): 3 clusters
  Score: Raw -359424.921553 + Penalty 2743.662518 = -356681.259035
  nChanged 36
		SP:Iteration 26Q (35410.940000 sec): 3 clusters
  Score: Raw -359445.460697 + Penalty 2743.662518 = -356701.798179
  nChanged 37
		SP:Iteration 27Q (35411.170000 sec): 3 clusters
  Score: Raw -359467.640186 + Penalty 2743.662518 = -356723.977668
  nChanged 42
		SP:Iteration 28Q (35411.310000 sec): 3 clusters
  Score: Raw -359492.858162 + Penalty 2743.662518 = -356749.195643
  nChanged 39
		SP:Iteration 29Q (35411.550000 sec): 3 clusters
  Score: Raw -359510.241718 + Penalty 2743.662518 = -356766.579200
  nChanged 30
		SP:Iteration 30Q (35411.760000 sec): 3 clusters
  Score: Raw -359526.394889 + Penalty 2743.662518 = -356782.732371
  nChanged 26
		SP:Iteration 31Q (35411.920000 sec): 3 clusters
  Score: Raw -359543.209543 + Penalty 2743.662518 = -356799.547025
  nChanged 36
		SP:Iteration 32Q (35412.130000 sec): 3 clusters
  Score: Raw -359570.446431 + Penalty 2743.662518 = -356826.783913
  nChanged 36
		SP:Iteration 33Q (35412.280000 sec): 3 clusters
  Score: Raw -359592.849560 + Penalty 2743.662518 = -356849.187042
  nChanged 36
		SP:Iteration 34Q (35412.480000 sec): 3 clusters
  Score: Raw -359614.073297 + Penalty 2743.662518 = -356870.410779
  nChanged 26
		SP:Iteration 35Q (35412.670000 sec): 3 clusters
  Score: Raw -359631.372678 + Penalty 2743.662518 = -356887.710160
  nChanged 35
		SP:Iteration 36Q (35412.820000 sec): 3 clusters
  Score: Raw -359657.695291 + Penalty 2743.662518 = -356914.032773
  nChanged 31
		SP:Iteration 37Q (35412.990000 sec): 3 clusters
  Score: Raw -359675.243289 + Penalty 2743.662518 = -356931.580770
  nChanged 24
		SP:Iteration 38Q (35413.150000 sec): 3 clusters
  Score: Raw -359687.895860 + Penalty 2743.662518 = -356944.233342
  nChanged 16
		SP:Iteration 39Q (35413.320000 sec): 3 clusters
  Score: Raw -359692.713275 + Penalty 2743.662518 = -356949.050757
  nChanged 8
		SP:Iteration 40F (35413.500000 sec): 3 clusters
  Score: Raw -359694.343390 + Penalty 2743.662518 = -356950.680872
  nChanged 5
		SP:Iteration 41Q (35413.670000 sec): 3 clusters
  Score: Raw -359695.724779 + Penalty 2743.662518 = -356952.062261
  nChanged 2
		SP:Iteration 42Q (35413.840000 sec): 3 clusters
  Score: Raw -359696.489800 + Penalty 2743.662518 = -356952.827281
  nChanged 3
		SP:Iteration 43Q (35414.010000 sec): 3 clusters
  Score: Raw -359697.781474 + Penalty 2743.662518 = -356954.118956
  nChanged 3
		SP:Iteration 44Q (35414.170000 sec): 3 clusters
  Score: Raw -359699.202260 + Penalty 2743.662518 = -356955.539742
  nChanged 4
		SP:Iteration 45Q (35414.350000 sec): 3 clusters
  Score: Raw -359700.706159 + Penalty 2743.662518 = -356957.043641
  nChanged 5
		SP:Iteration 46Q (35414.560000 sec): 3 clusters
  Score: Raw -359702.023497 + Penalty 2743.662518 = -356958.360979
  nChanged 0
		SP:Iteration 47F (35414.710000 sec): 3 clusters
  Score: Raw -359702.023497 + Penalty 2743.662518 = -356958.360979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35414.790000 sec): 2 clusters
  Score: Raw -161341.636226 + Penalty 1239.238448 = -160102.397777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35414.990000 sec): 3 clusters
  Score: Raw -160475.796403 + Penalty 2478.476896 = -157997.319507
  nChanged 730
		SP:Iteration 1F (35415.130000 sec): 3 clusters
  Score: Raw -161053.535140 + Penalty 2478.476896 = -158575.058243
  nChanged 220
		SP:Iteration 2F (35415.300000 sec): 3 clusters
  Score: Raw -161327.595459 + Penalty 2478.476896 = -158849.118563
  nChanged 155
		SP:Iteration 3F (35415.480000 sec): 3 clusters
  Score: Raw -161600.605634 + Penalty 2478.476896 = -159122.128737
  nChanged 149
		SP:Iteration 4F (35415.650000 sec): 3 clusters
  Score: Raw -161919.451517 + Penalty 2478.476896 = -159440.974621
  nChanged 136
		SP:Iteration 5F (35415.760000 sec): 3 clusters
  Score: Raw -162198.248629 + Penalty 2478.476896 = -159719.771733
  nChanged 89
		SP:Iteration 6Q (35415.930000 sec): 3 clusters
  Score: Raw -162341.126122 + Penalty 2478.476896 = -159862.649226
  nChanged 66
		SP:Iteration 7Q (35416.110000 sec): 3 clusters
  Score: Raw -162438.616314 + Penalty 2478.476896 = -159960.139418
  nChanged 34
		SP:Iteration 8Q (35416.280000 sec): 3 clusters
  Score: Raw -162482.138152 + Penalty 2478.476896 = -160003.661255
  nChanged 23
		SP:Iteration 9Q (35416.390000 sec): 3 clusters
  Score: Raw -162498.096699 + Penalty 2478.476896 = -160019.619803
  nChanged 7
		SP:Iteration 10Q (35416.560000 sec): 3 clusters
  Score: Raw -162500.786045 + Penalty 2478.476896 = -160022.309148
  nChanged 4
		SP:Iteration 11Q (35416.740000 sec): 3 clusters
  Score: Raw -162503.555663 + Penalty 2478.476896 = -160025.078767
  nChanged 1
		SP:Iteration 12Q (35416.870000 sec): 3 clusters
  Score: Raw -162503.918631 + Penalty 2478.476896 = -160025.441735
  nChanged 0
		SP:Iteration 13F (35417.050000 sec): 3 clusters
  Score: Raw -162503.918631 + Penalty 2478.476896 = -160025.441735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35417.160000 sec): 2 clusters
  Score: Raw -751945.548986 + Penalty 1479.179617 = -750466.369369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35417.330000 sec): 3 clusters
  Score: Raw -746840.907575 + Penalty 2958.359234 = -743882.548341
  nChanged 3854
		SP:Iteration 1F (35417.540000 sec): 3 clusters
  Score: Raw -749088.161123 + Penalty 2958.359234 = -746129.801889
  nChanged 612
		SP:Iteration 2F (35417.760000 sec): 3 clusters
  Score: Raw -749456.493517 + Penalty 2958.359234 = -746498.134283
  nChanged 603
		SP:Iteration 3F (35417.990000 sec): 3 clusters
  Score: Raw -749808.110240 + Penalty 2958.359234 = -746849.751006
  nChanged 523
		SP:Iteration 4F (35418.170000 sec): 3 clusters
  Score: Raw -750104.308986 + Penalty 2958.359234 = -747145.949752
  nChanged 479
		SP:Iteration 5F (35418.390000 sec): 3 clusters
  Score: Raw -750365.794494 + Penalty 2958.359234 = -747407.435260
  nChanged 417
		SP:Iteration 6Q (35418.630000 sec): 3 clusters
  Score: Raw -750576.067862 + Penalty 2958.359234 = -747617.708628
  nChanged 359
		SP:Iteration 7Q (35418.830000 sec): 3 clusters
  Score: Raw -750771.274953 + Penalty 2958.359234 = -747812.915719
  nChanged 330
		SP:Iteration 8Q (35419.050000 sec): 3 clusters
  Score: Raw -750950.331278 + Penalty 2958.359234 = -747991.972045
  nChanged 288
		SP:Iteration 9Q (35419.280000 sec): 3 clusters
  Score: Raw -751116.597962 + Penalty 2958.359234 = -748158.238728
  nChanged 268
		SP:Iteration 10Q (35419.510000 sec): 3 clusters
  Score: Raw -751270.222114 + Penalty 2958.359234 = -748311.862880
  nChanged 202
		SP:Iteration 11Q (35419.670000 sec): 3 clusters
  Score: Raw -751375.343980 + Penalty 2958.359234 = -748416.984746
  nChanged 165
		SP:Iteration 12Q (35419.890000 sec): 3 clusters
  Score: Raw -751465.573173 + Penalty 2958.359234 = -748507.213939
  nChanged 151
		SP:Iteration 13Q (35420.070000 sec): 3 clusters
  Score: Raw -751542.288810 + Penalty 2958.359234 = -748583.929576
  nChanged 133
		SP:Iteration 14Q (35420.290000 sec): 3 clusters
  Score: Raw -751608.605094 + Penalty 2958.359234 = -748650.245860
  nChanged 116
		SP:Iteration 15Q (35420.490000 sec): 3 clusters
  Score: Raw -751665.108609 + Penalty 2958.359234 = -748706.749375
  nChanged 120
		SP:Iteration 16Q (35420.700000 sec): 3 clusters
  Score: Raw -751726.010864 + Penalty 2958.359234 = -748767.651630
  nChanged 110
		SP:Iteration 17Q (35420.900000 sec): 3 clusters
  Score: Raw -751773.009338 + Penalty 2958.359234 = -748814.650104
  nChanged 83
		SP:Iteration 18Q (35421.150000 sec): 3 clusters
  Score: Raw -751804.317464 + Penalty 2958.359234 = -748845.958230
  nChanged 64
		SP:Iteration 19Q (35421.370000 sec): 3 clusters
  Score: Raw -751827.332989 + Penalty 2958.359234 = -748868.973755
  nChanged 61
		SP:Iteration 20F (35421.530000 sec): 3 clusters
  Score: Raw -751849.791427 + Penalty 2958.359234 = -748891.432193
  nChanged 44
		SP:Iteration 21Q (35421.740000 sec): 3 clusters
  Score: Raw -751866.692730 + Penalty 2958.359234 = -748908.333497
  nChanged 43
		SP:Iteration 22Q (35421.990000 sec): 3 clusters
  Score: Raw -751885.264369 + Penalty 2958.359234 = -748926.905135
  nChanged 42
		SP:Iteration 23Q (35422.180000 sec): 3 clusters
  Score: Raw -751900.880399 + Penalty 2958.359234 = -748942.521165
  nChanged 43
		SP:Iteration 24Q (35422.360000 sec): 3 clusters
  Score: Raw -751920.199750 + Penalty 2958.359234 = -748961.840516
  nChanged 48
		SP:Iteration 25Q (35422.540000 sec): 3 clusters
  Score: Raw -751941.696037 + Penalty 2958.359234 = -748983.336804
  nChanged 49
		SP:Iteration 26Q (35422.760000 sec): 3 clusters
  Score: Raw -751959.890707 + Penalty 2958.359234 = -749001.531473
  nChanged 39
		SP:Iteration 27Q (35422.980000 sec): 3 clusters
  Score: Raw -751973.889739 + Penalty 2958.359234 = -749015.530505
  nChanged 37
		SP:Iteration 28Q (35423.160000 sec): 3 clusters
  Score: Raw -751989.518298 + Penalty 2958.359234 = -749031.159065
  nChanged 42
		SP:Iteration 29Q (35423.390000 sec): 3 clusters
  Score: Raw -752004.494076 + Penalty 2958.359234 = -749046.134843
  nChanged 37
		SP:Iteration 30Q (35423.550000 sec): 3 clusters
  Score: Raw -752017.461506 + Penalty 2958.359234 = -749059.102272
  nChanged 36
		SP:Iteration 31Q (35423.710000 sec): 3 clusters
  Score: Raw -752028.055868 + Penalty 2958.359234 = -749069.696634
  nChanged 30
		SP:Iteration 32Q (35423.910000 sec): 3 clusters
  Score: Raw -752035.913125 + Penalty 2958.359234 = -749077.553892
  nChanged 24
		SP:Iteration 33Q (35424.110000 sec): 3 clusters
  Score: Raw -752043.957544 + Penalty 2958.359234 = -749085.598310
  nChanged 20
		SP:Iteration 34Q (35424.310000 sec): 3 clusters
  Score: Raw -752050.590455 + Penalty 2958.359234 = -749092.231222
  nChanged 17
		SP:Iteration 35Q (35424.500000 sec): 3 clusters
  Score: Raw -752054.972089 + Penalty 2958.359234 = -749096.612855
  nChanged 20
		SP:Iteration 36Q (35424.670000 sec): 3 clusters
  Score: Raw -752060.069991 + Penalty 2958.359234 = -749101.710757
  nChanged 17
		SP:Iteration 37Q (35424.950000 sec): 3 clusters
  Score: Raw -752065.353275 + Penalty 2958.359234 = -749106.994041
  nChanged 13
		SP:Iteration 38Q (35425.130000 sec): 3 clusters
  Score: Raw -752069.687955 + Penalty 2958.359234 = -749111.328722
  nChanged 11
		SP:Iteration 39Q (35425.360000 sec): 3 clusters
  Score: Raw -752072.992583 + Penalty 2958.359234 = -749114.633349
  nChanged 10
		SP:Iteration 40F (35425.570000 sec): 3 clusters
  Score: Raw -752075.372822 + Penalty 2958.359234 = -749117.013588
  nChanged 11
		SP:Iteration 41Q (35425.750000 sec): 3 clusters
  Score: Raw -752078.808402 + Penalty 2958.359234 = -749120.449168
  nChanged 8
		SP:Iteration 42Q (35425.980000 sec): 3 clusters
  Score: Raw -752080.986594 + Penalty 2958.359234 = -749122.627360
  nChanged 10
		SP:Iteration 43Q (35426.140000 sec): 3 clusters
  Score: Raw -752084.399766 + Penalty 2958.359234 = -749126.040533
  nChanged 10
		SP:Iteration 44Q (35426.300000 sec): 3 clusters
  Score: Raw -752089.837545 + Penalty 2958.359234 = -749131.478311
  nChanged 14
		SP:Iteration 45Q (35426.450000 sec): 3 clusters
  Score: Raw -752095.186093 + Penalty 2958.359234 = -749136.826859
  nChanged 16
		SP:Iteration 46Q (35426.640000 sec): 3 clusters
  Score: Raw -752101.833908 + Penalty 2958.359234 = -749143.474674
  nChanged 16
		SP:Iteration 47Q (35426.830000 sec): 3 clusters
  Score: Raw -752106.494985 + Penalty 2958.359234 = -749148.135751
  nChanged 13
		SP:Iteration 48Q (35427.060000 sec): 3 clusters
  Score: Raw -752110.889374 + Penalty 2958.359234 = -749152.530140
  nChanged 15
		SP:Iteration 49Q (35427.170000 sec): 3 clusters
  Score: Raw -752114.763435 + Penalty 2958.359234 = -749156.404202
  nChanged 14
		SP:Iteration 50Q (35427.370000 sec): 3 clusters
  Score: Raw -752117.562744 + Penalty 2958.359234 = -749159.203510
  nChanged 14
		SP:Iteration 51Q (35427.570000 sec): 3 clusters
  Score: Raw -752122.647562 + Penalty 2958.359234 = -749164.288328
  nChanged 18
		SP:Iteration 52Q (35427.760000 sec): 3 clusters
  Score: Raw -752131.382916 + Penalty 2958.359234 = -749173.023683
  nChanged 17
		SP:Iteration 53Q (35427.960000 sec): 3 clusters
  Score: Raw -752138.099178 + Penalty 2958.359234 = -749179.739944
  nChanged 14
		SP:Iteration 54Q (35428.180000 sec): 3 clusters
  Score: Raw -752144.643383 + Penalty 2958.359234 = -749186.284149
  nChanged 17
		SP:Iteration 55Q (35428.390000 sec): 3 clusters
  Score: Raw -752151.589430 + Penalty 2958.359234 = -749193.230196
  nChanged 13
		SP:Iteration 56Q (35428.590000 sec): 3 clusters
  Score: Raw -752157.970477 + Penalty 2958.359234 = -749199.611243
  nChanged 12
		SP:Iteration 57Q (35428.810000 sec): 3 clusters
  Score: Raw -752162.084377 + Penalty 2958.359234 = -749203.725143
  nChanged 10
		SP:Iteration 58Q (35429.010000 sec): 3 clusters
  Score: Raw -752164.243066 + Penalty 2958.359234 = -749205.883832
  nChanged 6
		SP:Iteration 59Q (35429.210000 sec): 3 clusters
  Score: Raw -752165.508079 + Penalty 2958.359234 = -749207.148845
  nChanged 2
		SP:Iteration 60F (35429.420000 sec): 3 clusters
  Score: Raw -752165.901781 + Penalty 2958.359234 = -749207.542547
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35429.490000 sec): 2 clusters
  Score: Raw -83372.835842 + Penalty 1126.364168 = -82246.471673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35429.680000 sec): 3 clusters
  Score: Raw -83063.982985 + Penalty 2252.728337 = -80811.254648
  nChanged 290
		SP:Iteration 1F (35429.860000 sec): 3 clusters
  Score: Raw -83367.880117 + Penalty 2252.728337 = -81115.151780
  nChanged 86
		SP:Iteration 2F (35430.020000 sec): 3 clusters
  Score: Raw -83466.941195 + Penalty 2252.728337 = -81214.212858
  nChanged 53
		SP:Iteration 3F (35430.210000 sec): 3 clusters
  Score: Raw -83549.717959 + Penalty 2252.728337 = -81296.989622
  nChanged 38
		SP:Iteration 4Q (35430.380000 sec): 3 clusters
  Score: Raw -83623.839003 + Penalty 2252.728337 = -81371.110666
  nChanged 44
		SP:Iteration 5Q (35430.540000 sec): 3 clusters
  Score: Raw -83712.518937 + Penalty 2252.728337 = -81459.790600
  nChanged 51
		SP:Iteration 6Q (35430.710000 sec): 3 clusters
  Score: Raw -83813.146962 + Penalty 2252.728337 = -81560.418625
  nChanged 40
		SP:Iteration 7Q (35430.900000 sec): 3 clusters
  Score: Raw -83886.946387 + Penalty 2252.728337 = -81634.218050
  nChanged 36
		SP:Iteration 8Q (35431.090000 sec): 3 clusters
  Score: Raw -83944.970144 + Penalty 2252.728337 = -81692.241807
  nChanged 25
		SP:Iteration 9Q (35431.280000 sec): 3 clusters
  Score: Raw -83979.261638 + Penalty 2252.728337 = -81726.533301
  nChanged 13
		SP:Iteration 10Q (35431.440000 sec): 3 clusters
  Score: Raw -83998.340750 + Penalty 2252.728337 = -81745.612413
  nChanged 5
		SP:Iteration 11Q (35431.630000 sec): 3 clusters
  Score: Raw -84003.330075 + Penalty 2252.728337 = -81750.601738
  nChanged 3
		SP:Iteration 12Q (35431.780000 sec): 3 clusters
  Score: Raw -84006.498292 + Penalty 2252.728337 = -81753.769955
  nChanged 1
		SP:Iteration 13Q (35431.950000 sec): 3 clusters
  Score: Raw -84009.051326 + Penalty 2252.728337 = -81756.322989
  nChanged 4
		SP:Iteration 14Q (35432.090000 sec): 3 clusters
  Score: Raw -84012.964228 + Penalty 2252.728337 = -81760.235891
  nChanged 0
		SP:Iteration 15F (35432.290000 sec): 3 clusters
  Score: Raw -84012.964228 + Penalty 2252.728337 = -81760.235891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35432.350000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35432.530000 sec): 3 clusters
  Score: Raw -25828.458421 + Penalty 1879.743184 = -23948.715237
  nChanged 57
		SP:Iteration 1F (35432.690000 sec): 3 clusters
  Score: Raw -25939.053736 + Penalty 1879.743184 = -24059.310552
  nChanged 14
		SP:Iteration 2Q (35432.830000 sec): 3 clusters
  Score: Raw -25962.629021 + Penalty 1879.743184 = -24082.885837
  nChanged 2
		SP:Iteration 3Q (35433.000000 sec): 3 clusters
  Score: Raw -25967.155146 + Penalty 1879.743184 = -24087.411961
  nChanged 1
		SP:Iteration 4Q (35433.180000 sec): 3 clusters
  Score: Raw -25970.065716 + Penalty 1879.743184 = -24090.322532
  nChanged 2
		SP:Iteration 5Q (35433.380000 sec): 3 clusters
  Score: Raw -25973.032714 + Penalty 1879.743184 = -24093.289530
  nChanged 0
		SP:Iteration 6F (35433.540000 sec): 3 clusters
  Score: Raw -25973.032714 + Penalty 1879.743184 = -24093.289530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35433.620000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35433.790000 sec): 3 clusters
  Score: Raw -33091.063141 + Penalty 1939.829957 = -31151.233184
  nChanged 73
		SP:Iteration 1F (35433.960000 sec): 3 clusters
  Score: Raw -33224.822274 + Penalty 1939.829957 = -31284.992317
  nChanged 23
		SP:Iteration 2F (35434.130000 sec): 3 clusters
  Score: Raw -33276.142813 + Penalty 1939.829957 = -31336.312856
  nChanged 8
		SP:Iteration 3Q (35434.320000 sec): 3 clusters
  Score: Raw -33291.691474 + Penalty 1939.829957 = -31351.861517
  nChanged 9
		SP:Iteration 4Q (35434.510000 sec): 3 clusters
  Score: Raw -33306.634555 + Penalty 1939.829957 = -31366.804598
  nChanged 5
		SP:Iteration 5Q (35434.660000 sec): 3 clusters
  Score: Raw -33315.423165 + Penalty 1939.829957 = -31375.593208
  nChanged 1
		SP:Iteration 6Q (35434.860000 sec): 3 clusters
  Score: Raw -33318.954618 + Penalty 1939.829957 = -31379.124661
  nChanged 0
		SP:Iteration 7F (35435.050000 sec): 3 clusters
  Score: Raw -33318.954618 + Penalty 1939.829957 = -31379.124661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35435.160000 sec): 2 clusters
  Score: Raw -219186.379961 + Penalty 1281.549307 = -217904.830655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35435.340000 sec): 3 clusters
  Score: Raw -217925.272647 + Penalty 2563.098613 = -215362.174034
  nChanged 1038
		SP:Iteration 1F (35435.550000 sec): 3 clusters
  Score: Raw -218529.891392 + Penalty 2563.098613 = -215966.792779
  nChanged 229
		SP:Iteration 2F (35435.730000 sec): 3 clusters
  Score: Raw -218715.430048 + Penalty 2563.098613 = -216152.331435
  nChanged 180
		SP:Iteration 3F (35435.910000 sec): 3 clusters
  Score: Raw -218863.603416 + Penalty 2563.098613 = -216300.504803
  nChanged 161
		SP:Iteration 4F (35436.090000 sec): 3 clusters
  Score: Raw -218981.038031 + Penalty 2563.098613 = -216417.939418
  nChanged 119
		SP:Iteration 5Q (35436.210000 sec): 3 clusters
  Score: Raw -219065.343522 + Penalty 2563.098613 = -216502.244909
  nChanged 99
		SP:Iteration 6Q (35436.370000 sec): 3 clusters
  Score: Raw -219140.255635 + Penalty 2563.098613 = -216577.157022
  nChanged 60
		SP:Iteration 7Q (35436.530000 sec): 3 clusters
  Score: Raw -219180.755406 + Penalty 2563.098613 = -216617.656793
  nChanged 57
		SP:Iteration 8Q (35436.710000 sec): 3 clusters
  Score: Raw -219208.128174 + Penalty 2563.098613 = -216645.029561
  nChanged 42
		SP:Iteration 9Q (35436.890000 sec): 3 clusters
  Score: Raw -219228.928879 + Penalty 2563.098613 = -216665.830266
  nChanged 40
		SP:Iteration 10Q (35437.050000 sec): 3 clusters
  Score: Raw -219250.929299 + Penalty 2563.098613 = -216687.830686
  nChanged 39
		SP:Iteration 11Q (35437.220000 sec): 3 clusters
  Score: Raw -219273.078596 + Penalty 2563.098613 = -216709.979983
  nChanged 29
		SP:Iteration 12Q (35437.410000 sec): 3 clusters
  Score: Raw -219290.952631 + Penalty 2563.098613 = -216727.854018
  nChanged 29
		SP:Iteration 13Q (35437.560000 sec): 3 clusters
  Score: Raw -219310.152356 + Penalty 2563.098613 = -216747.053743
  nChanged 26
		SP:Iteration 14Q (35437.720000 sec): 3 clusters
  Score: Raw -219321.442181 + Penalty 2563.098613 = -216758.343568
  nChanged 22
		SP:Iteration 15Q (35437.880000 sec): 3 clusters
  Score: Raw -219332.079069 + Penalty 2563.098613 = -216768.980456
  nChanged 21
		SP:Iteration 16Q (35438.040000 sec): 3 clusters
  Score: Raw -219341.928458 + Penalty 2563.098613 = -216778.829845
  nChanged 13
		SP:Iteration 17Q (35438.200000 sec): 3 clusters
  Score: Raw -219349.109436 + Penalty 2563.098613 = -216786.010823
  nChanged 13
		SP:Iteration 18Q (35438.360000 sec): 3 clusters
  Score: Raw -219357.884361 + Penalty 2563.098613 = -216794.785748
  nChanged 14
		SP:Iteration 19Q (35438.520000 sec): 3 clusters
  Score: Raw -219364.273583 + Penalty 2563.098613 = -216801.174970
  nChanged 12
		SP:Iteration 20F (35438.680000 sec): 3 clusters
  Score: Raw -219370.723848 + Penalty 2563.098613 = -216807.625234
  nChanged 11
		SP:Iteration 21Q (35438.830000 sec): 3 clusters
  Score: Raw -219375.354783 + Penalty 2563.098613 = -216812.256170
  nChanged 5
		SP:Iteration 22Q (35438.970000 sec): 3 clusters
  Score: Raw -219377.933143 + Penalty 2563.098613 = -216814.834530
  nChanged 4
		SP:Iteration 23Q (35439.120000 sec): 3 clusters
  Score: Raw -219379.300624 + Penalty 2563.098613 = -216816.202011
  nChanged 1
		SP:Iteration 24Q (35439.260000 sec): 3 clusters
  Score: Raw -219379.640057 + Penalty 2563.098613 = -216816.541443
  nChanged 3
		SP:Iteration 25Q (35439.400000 sec): 3 clusters
  Score: Raw -219381.261704 + Penalty 2563.098613 = -216818.163091
  nChanged 2
		SP:Iteration 26Q (35439.550000 sec): 3 clusters
  Score: Raw -219381.799078 + Penalty 2563.098613 = -216818.700465
  nChanged 2
		SP:Iteration 27Q (35439.690000 sec): 3 clusters
  Score: Raw -219382.231324 + Penalty 2563.098613 = -216819.132711
  nChanged 1
		SP:Iteration 28Q (35439.840000 sec): 3 clusters
  Score: Raw -219382.369461 + Penalty 2563.098613 = -216819.270848
  nChanged 0
		SP:Iteration 29F (35439.980000 sec): 3 clusters
  Score: Raw -219382.369461 + Penalty 2563.098613 = -216819.270848
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35440.050000 sec): 2 clusters
  Score: Raw -65190.539912 + Penalty 1136.215669 = -64054.324242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35440.200000 sec): 3 clusters
  Score: Raw -64900.175375 + Penalty 2272.431339 = -62627.744036
  nChanged 344
		SP:Iteration 1F (35440.340000 sec): 3 clusters
  Score: Raw -65298.183472 + Penalty 2272.431339 = -63025.752133
  nChanged 98
		SP:Iteration 2F (35440.480000 sec): 3 clusters
  Score: Raw -65488.051232 + Penalty 2272.431339 = -63215.619894
  nChanged 77
		SP:Iteration 3F (35440.630000 sec): 3 clusters
  Score: Raw -65650.211341 + Penalty 2272.431339 = -63377.780002
  nChanged 56
		SP:Iteration 4F (35440.770000 sec): 3 clusters
  Score: Raw -65743.429690 + Penalty 2272.431339 = -63470.998351
  nChanged 40
		SP:Iteration 5Q (35440.920000 sec): 3 clusters
  Score: Raw -65800.404759 + Penalty 2272.431339 = -63527.973420
  nChanged 35
		SP:Iteration 6Q (35441.060000 sec): 3 clusters
  Score: Raw -65841.334487 + Penalty 2272.431339 = -63568.903148
  nChanged 31
		SP:Iteration 7Q (35441.200000 sec): 3 clusters
  Score: Raw -65891.954205 + Penalty 2272.431339 = -63619.522866
  nChanged 23
		SP:Iteration 8Q (35441.340000 sec): 3 clusters
  Score: Raw -65944.841339 + Penalty 2272.431339 = -63672.410000
  nChanged 19
		SP:Iteration 9Q (35441.490000 sec): 3 clusters
  Score: Raw -65977.059555 + Penalty 2272.431339 = -63704.628217
  nChanged 23
		SP:Iteration 10Q (35441.630000 sec): 3 clusters
  Score: Raw -66028.186457 + Penalty 2272.431339 = -63755.755118
  nChanged 20
		SP:Iteration 11Q (35441.780000 sec): 3 clusters
  Score: Raw -66056.997871 + Penalty 2272.431339 = -63784.566533
  nChanged 16
		SP:Iteration 12Q (35441.920000 sec): 3 clusters
  Score: Raw -66078.078963 + Penalty 2272.431339 = -63805.647624
  nChanged 12
		SP:Iteration 13Q (35442.070000 sec): 3 clusters
  Score: Raw -66095.165329 + Penalty 2272.431339 = -63822.733990
  nChanged 7
		SP:Iteration 14Q (35442.210000 sec): 3 clusters
  Score: Raw -66108.144331 + Penalty 2272.431339 = -63835.712992
  nChanged 4
		SP:Iteration 15Q (35442.350000 sec): 3 clusters
  Score: Raw -66118.118983 + Penalty 2272.431339 = -63845.687644
  nChanged 6
		SP:Iteration 16Q (35442.500000 sec): 3 clusters
  Score: Raw -66125.829172 + Penalty 2272.431339 = -63853.397833
  nChanged 3
		SP:Iteration 17Q (35442.640000 sec): 3 clusters
  Score: Raw -66127.493873 + Penalty 2272.431339 = -63855.062534
  nChanged 0
		SP:Iteration 18F (35442.790000 sec): 3 clusters
  Score: Raw -66127.493873 + Penalty 2272.431339 = -63855.062534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35442.860000 sec): 2 clusters
  Score: Raw -64689.454888 + Penalty 1086.655149 = -63602.799739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35443.000000 sec): 3 clusters
  Score: Raw -64460.157951 + Penalty 2173.310298 = -62286.847653
  nChanged 216
		SP:Iteration 1F (35443.150000 sec): 3 clusters
  Score: Raw -64701.629519 + Penalty 2173.310298 = -62528.319222
  nChanged 79
		SP:Iteration 2F (35443.300000 sec): 3 clusters
  Score: Raw -64805.702355 + Penalty 2173.310298 = -62632.392058
  nChanged 35
		SP:Iteration 3Q (35443.450000 sec): 3 clusters
  Score: Raw -64851.712062 + Penalty 2173.310298 = -62678.401765
  nChanged 20
		SP:Iteration 4Q (35443.610000 sec): 3 clusters
  Score: Raw -64870.141552 + Penalty 2173.310298 = -62696.831254
  nChanged 18
		SP:Iteration 5Q (35443.780000 sec): 3 clusters
  Score: Raw -64893.450807 + Penalty 2173.310298 = -62720.140509
  nChanged 18
		SP:Iteration 6Q (35443.940000 sec): 3 clusters
  Score: Raw -64915.835225 + Penalty 2173.310298 = -62742.524927
  nChanged 8
		SP:Iteration 7Q (35444.100000 sec): 3 clusters
  Score: Raw -64920.881926 + Penalty 2173.310298 = -62747.571628
  nChanged 11
		SP:Iteration 8Q (35444.260000 sec): 3 clusters
  Score: Raw -64928.396368 + Penalty 2173.310298 = -62755.086070
  nChanged 6
		SP:Iteration 9Q (35444.410000 sec): 3 clusters
  Score: Raw -64932.403590 + Penalty 2173.310298 = -62759.093293
  nChanged 8
		SP:Iteration 10Q (35444.570000 sec): 3 clusters
  Score: Raw -64937.676946 + Penalty 2173.310298 = -62764.366648
  nChanged 5
		SP:Iteration 11Q (35444.730000 sec): 3 clusters
  Score: Raw -64945.901048 + Penalty 2173.310298 = -62772.590750
  nChanged 9
		SP:Iteration 12Q (35444.930000 sec): 3 clusters
  Score: Raw -64957.851528 + Penalty 2173.310298 = -62784.541231
  nChanged 11
		SP:Iteration 13Q (35445.050000 sec): 3 clusters
  Score: Raw -64976.490887 + Penalty 2173.310298 = -62803.180590
  nChanged 10
		SP:Iteration 14Q (35445.210000 sec): 3 clusters
  Score: Raw -64991.776276 + Penalty 2173.310298 = -62818.465979
  nChanged 8
		SP:Iteration 15Q (35445.370000 sec): 3 clusters
  Score: Raw -65001.725023 + Penalty 2173.310298 = -62828.414726
  nChanged 6
		SP:Iteration 16Q (35445.530000 sec): 3 clusters
  Score: Raw -65007.739869 + Penalty 2173.310298 = -62834.429571
  nChanged 6
		SP:Iteration 17Q (35445.690000 sec): 3 clusters
  Score: Raw -65017.025644 + Penalty 2173.310298 = -62843.715346
  nChanged 4
		SP:Iteration 18Q (35445.850000 sec): 3 clusters
  Score: Raw -65023.692844 + Penalty 2173.310298 = -62850.382547
  nChanged 4
		SP:Iteration 19Q (35446.010000 sec): 3 clusters
  Score: Raw -65026.999248 + Penalty 2173.310298 = -62853.688951
  nChanged 3
		SP:Iteration 20F (35446.170000 sec): 3 clusters
  Score: Raw -65029.523717 + Penalty 2173.310298 = -62856.213420
  nChanged 4
		SP:Iteration 21Q (35446.330000 sec): 3 clusters
  Score: Raw -65032.454237 + Penalty 2173.310298 = -62859.143939
  nChanged 4
		SP:Iteration 22Q (35446.490000 sec): 3 clusters
  Score: Raw -65036.183144 + Penalty 2173.310298 = -62862.872847
  nChanged 2
		SP:Iteration 23Q (35446.650000 sec): 3 clusters
  Score: Raw -65038.221399 + Penalty 2173.310298 = -62864.911102
  nChanged 1
		SP:Iteration 24Q (35446.810000 sec): 3 clusters
  Score: Raw -65039.239534 + Penalty 2173.310298 = -62865.929236
  nChanged 0
		SP:Iteration 25F (35446.970000 sec): 3 clusters
  Score: Raw -65039.239534 + Penalty 2173.310298 = -62865.929236
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35447.070000 sec): 2 clusters
  Score: Raw -221917.822670 + Penalty 1302.866038 = -220614.956631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35447.230000 sec): 3 clusters
  Score: Raw -220477.476162 + Penalty 2605.732077 = -217871.744085
  nChanged 1151
		SP:Iteration 1F (35447.390000 sec): 3 clusters
  Score: Raw -221282.667765 + Penalty 2605.732077 = -218676.935688
  nChanged 287
		SP:Iteration 2F (35447.540000 sec): 3 clusters
  Score: Raw -221547.700374 + Penalty 2605.732077 = -218941.968297
  nChanged 228
		SP:Iteration 3F (35447.690000 sec): 3 clusters
  Score: Raw -221759.797462 + Penalty 2605.732077 = -219154.065385
  nChanged 176
		SP:Iteration 4F (35447.850000 sec): 3 clusters
  Score: Raw -221920.744108 + Penalty 2605.732077 = -219315.012031
  nChanged 147
		SP:Iteration 5Q (35448.010000 sec): 3 clusters
  Score: Raw -222078.209564 + Penalty 2605.732077 = -219472.477487
  nChanged 136
		SP:Iteration 6Q (35448.170000 sec): 3 clusters
  Score: Raw -222191.837766 + Penalty 2605.732077 = -219586.105689
  nChanged 105
		SP:Iteration 7Q (35448.330000 sec): 3 clusters
  Score: Raw -222279.201191 + Penalty 2605.732077 = -219673.469114
  nChanged 72
		SP:Iteration 8Q (35448.480000 sec): 3 clusters
  Score: Raw -222331.796886 + Penalty 2605.732077 = -219726.064809
  nChanged 65
		SP:Iteration 9Q (35448.640000 sec): 3 clusters
  Score: Raw -222372.142548 + Penalty 2605.732077 = -219766.410472
  nChanged 43
		SP:Iteration 10Q (35448.800000 sec): 3 clusters
  Score: Raw -222390.836248 + Penalty 2605.732077 = -219785.104171
  nChanged 22
		SP:Iteration 11Q (35448.960000 sec): 3 clusters
  Score: Raw -222401.250376 + Penalty 2605.732077 = -219795.518299
  nChanged 18
		SP:Iteration 12Q (35449.110000 sec): 3 clusters
  Score: Raw -222407.714935 + Penalty 2605.732077 = -219801.982858
  nChanged 14
		SP:Iteration 13Q (35449.270000 sec): 3 clusters
  Score: Raw -222413.663028 + Penalty 2605.732077 = -219807.930951
  nChanged 13
		SP:Iteration 14Q (35449.430000 sec): 3 clusters
  Score: Raw -222418.378362 + Penalty 2605.732077 = -219812.646285
  nChanged 9
		SP:Iteration 15Q (35449.590000 sec): 3 clusters
  Score: Raw -222422.015207 + Penalty 2605.732077 = -219816.283130
  nChanged 10
		SP:Iteration 16Q (35449.740000 sec): 3 clusters
  Score: Raw -222425.757779 + Penalty 2605.732077 = -219820.025702
  nChanged 6
		SP:Iteration 17Q (35449.900000 sec): 3 clusters
  Score: Raw -222427.627139 + Penalty 2605.732077 = -219821.895062
  nChanged 6
		SP:Iteration 18Q (35450.060000 sec): 3 clusters
  Score: Raw -222429.839270 + Penalty 2605.732077 = -219824.107193
  nChanged 4
		SP:Iteration 19Q (35450.220000 sec): 3 clusters
  Score: Raw -222431.465894 + Penalty 2605.732077 = -219825.733817
  nChanged 1
		SP:Iteration 20F (35450.380000 sec): 3 clusters
  Score: Raw -222431.728837 + Penalty 2605.732077 = -219825.996760
  nChanged 1
		SP:Iteration 21Q (35450.530000 sec): 3 clusters
  Score: Raw -222432.059908 + Penalty 2605.732077 = -219826.327831
  nChanged 0
		SP:Iteration 22F (35450.690000 sec): 3 clusters
  Score: Raw -222432.059908 + Penalty 2605.732077 = -219826.327831
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35451.020000 sec): 2 clusters
  Score: Raw -3010915.590811 + Penalty 1700.319280 = -3009215.271532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35451.480000 sec): 3 clusters
  Score: Raw -2989205.127003 + Penalty 3400.638560 = -2985804.488443
  nChanged 16155
		SP:Iteration 1F (35451.920000 sec): 3 clusters
  Score: Raw -2998268.112087 + Penalty 3400.638560 = -2994867.473528
  nChanged 1448
		SP:Iteration 2Q (35452.330000 sec): 3 clusters
  Score: Raw -2998724.134537 + Penalty 3400.638560 = -2995323.495977
  nChanged 1460
		SP:Iteration 3Q (35452.780000 sec): 3 clusters
  Score: Raw -2999219.824123 + Penalty 3400.638560 = -2995819.185563
  nChanged 1492
		SP:Iteration 4Q (35453.230000 sec): 3 clusters
  Score: Raw -2999769.841289 + Penalty 3400.638560 = -2996369.202729
  nChanged 1531
		SP:Iteration 5Q (35453.690000 sec): 3 clusters
  Score: Raw -3000440.309545 + Penalty 3400.638560 = -2997039.670985
  nChanged 1705
		SP:Iteration 6Q (35454.140000 sec): 3 clusters
  Score: Raw -3001167.314237 + Penalty 3400.638560 = -2997766.675678
  nChanged 1689
		SP:Iteration 7Q (35454.550000 sec): 3 clusters
  Score: Raw -3001885.882584 + Penalty 3400.638560 = -2998485.244025
  nChanged 1596
		SP:Iteration 8Q (35455.030000 sec): 3 clusters
  Score: Raw -3002530.679994 + Penalty 3400.638560 = -2999130.041435
  nChanged 1486
		SP:Iteration 9Q (35455.450000 sec): 3 clusters
  Score: Raw -3003102.696201 + Penalty 3400.638560 = -2999702.057642
  nChanged 1289
		SP:Iteration 10Q (35455.900000 sec): 3 clusters
  Score: Raw -3003548.612827 + Penalty 3400.638560 = -3000147.974267
  nChanged 1068
		SP:Iteration 11Q (35456.380000 sec): 3 clusters
  Score: Raw -3003886.178668 + Penalty 3400.638560 = -3000485.540109
  nChanged 989
		SP:Iteration 12Q (35456.810000 sec): 3 clusters
  Score: Raw -3004202.217785 + Penalty 3400.638560 = -3000801.579225
  nChanged 912
		SP:Iteration 13Q (35457.330000 sec): 3 clusters
  Score: Raw -3004485.807291 + Penalty 3400.638560 = -3001085.168731
  nChanged 883
		SP:Iteration 14Q (35457.730000 sec): 3 clusters
  Score: Raw -3004779.316774 + Penalty 3400.638560 = -3001378.678214
  nChanged 913
		SP:Iteration 15Q (35458.140000 sec): 3 clusters
  Score: Raw -3005116.359852 + Penalty 3400.638560 = -3001715.721292
  nChanged 944
		SP:Iteration 16Q (35458.630000 sec): 3 clusters
  Score: Raw -3005498.541747 + Penalty 3400.638560 = -3002097.903188
  nChanged 947
		SP:Iteration 17Q (35459.170000 sec): 3 clusters
  Score: Raw -3005876.465714 + Penalty 3400.638560 = -3002475.827154
  nChanged 976
		SP:Iteration 18Q (35459.610000 sec): 3 clusters
  Score: Raw -3006250.913805 + Penalty 3400.638560 = -3002850.275245
  nChanged 868
		SP:Iteration 19Q (35460.110000 sec): 3 clusters
  Score: Raw -3006561.039437 + Penalty 3400.638560 = -3003160.400877
  nChanged 771
		SP:Iteration 20F (35460.530000 sec): 3 clusters
  Score: Raw -3006812.024980 + Penalty 3400.638560 = -3003411.386420
  nChanged 667
		SP:Iteration 21Q (35461.010000 sec): 3 clusters
  Score: Raw -3007001.244159 + Penalty 3400.638560 = -3003600.605599
  nChanged 569
		SP:Iteration 22Q (35461.470000 sec): 3 clusters
  Score: Raw -3007158.615730 + Penalty 3400.638560 = -3003757.977170
  nChanged 490
		SP:Iteration 23Q (35461.930000 sec): 3 clusters
  Score: Raw -3007279.494627 + Penalty 3400.638560 = -3003878.856068
  nChanged 404
		SP:Iteration 24Q (35462.400000 sec): 3 clusters
  Score: Raw -3007377.830233 + Penalty 3400.638560 = -3003977.191673
  nChanged 408
		SP:Iteration 25Q (35462.890000 sec): 3 clusters
  Score: Raw -3007468.012545 + Penalty 3400.638560 = -3004067.373986
  nChanged 359
		SP:Iteration 26Q (35463.370000 sec): 3 clusters
  Score: Raw -3007538.705257 + Penalty 3400.638560 = -3004138.066697
  nChanged 301
		SP:Iteration 27Q (35463.850000 sec): 3 clusters
  Score: Raw -3007595.493393 + Penalty 3400.638560 = -3004194.854834
  nChanged 266
		SP:Iteration 28Q (35464.340000 sec): 3 clusters
  Score: Raw -3007639.770747 + Penalty 3400.638560 = -3004239.132188
  nChanged 254
		SP:Iteration 29Q (35464.810000 sec): 3 clusters
  Score: Raw -3007680.142572 + Penalty 3400.638560 = -3004279.504013
  nChanged 223
		SP:Iteration 30Q (35465.290000 sec): 3 clusters
  Score: Raw -3007713.964619 + Penalty 3400.638560 = -3004313.326060
  nChanged 195
		SP:Iteration 31Q (35465.740000 sec): 3 clusters
  Score: Raw -3007744.797917 + Penalty 3400.638560 = -3004344.159358
  nChanged 212
		SP:Iteration 32Q (35466.230000 sec): 3 clusters
  Score: Raw -3007777.180964 + Penalty 3400.638560 = -3004376.542405
  nChanged 209
		SP:Iteration 33Q (35466.730000 sec): 3 clusters
  Score: Raw -3007808.858573 + Penalty 3400.638560 = -3004408.220013
  nChanged 194
		SP:Iteration 34Q (35467.190000 sec): 3 clusters
  Score: Raw -3007837.060063 + Penalty 3400.638560 = -3004436.421504
  nChanged 193
		SP:Iteration 35Q (35467.660000 sec): 3 clusters
  Score: Raw -3007860.076960 + Penalty 3400.638560 = -3004459.438401
  nChanged 158
		SP:Iteration 36Q (35468.150000 sec): 3 clusters
  Score: Raw -3007877.094851 + Penalty 3400.638560 = -3004476.456291
  nChanged 133
		SP:Iteration 37Q (35468.590000 sec): 3 clusters
  Score: Raw -3007893.755836 + Penalty 3400.638560 = -3004493.117276
  nChanged 157
		SP:Iteration 38Q (35469.040000 sec): 3 clusters
  Score: Raw -3007912.316383 + Penalty 3400.638560 = -3004511.677823
  nChanged 133
		SP:Iteration 39Q (35469.490000 sec): 3 clusters
  Score: Raw -3007924.160068 + Penalty 3400.638560 = -3004523.521508
  nChanged 106
		SP:Iteration 40F (35469.940000 sec): 3 clusters
  Score: Raw -3007932.665107 + Penalty 3400.638560 = -3004532.026547
  nChanged 85
		SP:Iteration 41Q (35470.410000 sec): 3 clusters
  Score: Raw -3007940.659572 + Penalty 3400.638560 = -3004540.021013
  nChanged 103
		SP:Iteration 42Q (35470.870000 sec): 3 clusters
  Score: Raw -3007949.618506 + Penalty 3400.638560 = -3004548.979946
  nChanged 104
		SP:Iteration 43Q (35471.360000 sec): 3 clusters
  Score: Raw -3007961.006398 + Penalty 3400.638560 = -3004560.367838
  nChanged 111
		SP:Iteration 44Q (35471.830000 sec): 3 clusters
  Score: Raw -3007970.725934 + Penalty 3400.638560 = -3004570.087374
  nChanged 92
		SP:Iteration 45Q (35472.320000 sec): 3 clusters
  Score: Raw -3007979.116585 + Penalty 3400.638560 = -3004578.478025
  nChanged 107
		SP:Iteration 46Q (35472.800000 sec): 3 clusters
  Score: Raw -3007989.435378 + Penalty 3400.638560 = -3004588.796818
  nChanged 105
		SP:Iteration 47Q (35473.230000 sec): 3 clusters
  Score: Raw -3008000.414865 + Penalty 3400.638560 = -3004599.776305
  nChanged 99
		SP:Iteration 48Q (35473.680000 sec): 3 clusters
  Score: Raw -3008009.841600 + Penalty 3400.638560 = -3004609.203040
  nChanged 100
		SP:Iteration 49Q (35474.130000 sec): 3 clusters
  Score: Raw -3008020.337025 + Penalty 3400.638560 = -3004619.698465
  nChanged 101
		SP:Iteration 50Q (35474.570000 sec): 3 clusters
  Score: Raw -3008031.481420 + Penalty 3400.638560 = -3004630.842860
  nChanged 99
		SP:Iteration 51Q (35475.070000 sec): 3 clusters
  Score: Raw -3008040.766120 + Penalty 3400.638560 = -3004640.127560
  nChanged 97
		SP:Iteration 52Q (35475.540000 sec): 3 clusters
  Score: Raw -3008049.781666 + Penalty 3400.638560 = -3004649.143106
  nChanged 104
		SP:Iteration 53Q (35476.010000 sec): 3 clusters
  Score: Raw -3008060.718628 + Penalty 3400.638560 = -3004660.080069
  nChanged 102
		SP:Iteration 54Q (35476.480000 sec): 3 clusters
  Score: Raw -3008069.576266 + Penalty 3400.638560 = -3004668.937706
  nChanged 94
		SP:Iteration 55Q (35476.900000 sec): 3 clusters
  Score: Raw -3008077.104104 + Penalty 3400.638560 = -3004676.465545
  nChanged 84
		SP:Iteration 56Q (35477.380000 sec): 3 clusters
  Score: Raw -3008083.073795 + Penalty 3400.638560 = -3004682.435235
  nChanged 78
		SP:Iteration 57Q (35477.830000 sec): 3 clusters
  Score: Raw -3008090.839083 + Penalty 3400.638560 = -3004690.200524
  nChanged 95
		SP:Iteration 58Q (35478.280000 sec): 3 clusters
  Score: Raw -3008100.767918 + Penalty 3400.638560 = -3004700.129358
  nChanged 111
		SP:Iteration 59Q (35478.740000 sec): 3 clusters
  Score: Raw -3008111.157652 + Penalty 3400.638560 = -3004710.519093
  nChanged 97
		SP:Iteration 60F (35479.220000 sec): 3 clusters
  Score: Raw -3008120.970108 + Penalty 3400.638560 = -3004720.331549
  nChanged 93
		SP:Iteration 61Q (35479.650000 sec): 3 clusters
  Score: Raw -3008130.508917 + Penalty 3400.638560 = -3004729.870357
  nChanged 108
		SP:Iteration 62Q (35480.120000 sec): 3 clusters
  Score: Raw -3008142.733756 + Penalty 3400.638560 = -3004742.095196
  nChanged 122
		SP:Iteration 63Q (35480.600000 sec): 3 clusters
  Score: Raw -3008157.878571 + Penalty 3400.638560 = -3004757.240011
  nChanged 127
		SP:Iteration 64Q (35481.050000 sec): 3 clusters
  Score: Raw -3008174.199212 + Penalty 3400.638560 = -3004773.560653
  nChanged 149
		SP:Iteration 65Q (35481.460000 sec): 3 clusters
  Score: Raw -3008192.441791 + Penalty 3400.638560 = -3004791.803231
  nChanged 140
		SP:Iteration 66Q (35481.910000 sec): 3 clusters
  Score: Raw -3008209.177542 + Penalty 3400.638560 = -3004808.538982
  nChanged 141
		SP:Iteration 67Q (35482.320000 sec): 3 clusters
  Score: Raw -3008229.042296 + Penalty 3400.638560 = -3004828.403736
  nChanged 140
		SP:Iteration 68Q (35482.790000 sec): 3 clusters
  Score: Raw -3008250.498420 + Penalty 3400.638560 = -3004849.859861
  nChanged 169
		SP:Iteration 69Q (35483.210000 sec): 3 clusters
  Score: Raw -3008275.654236 + Penalty 3400.638560 = -3004875.015676
  nChanged 176
		SP:Iteration 70Q (35483.670000 sec): 3 clusters
  Score: Raw -3008303.113126 + Penalty 3400.638560 = -3004902.474566
  nChanged 182
		SP:Iteration 71Q (35484.120000 sec): 3 clusters
  Score: Raw -3008332.052466 + Penalty 3400.638560 = -3004931.413906
  nChanged 169
		SP:Iteration 72Q (35484.600000 sec): 3 clusters
  Score: Raw -3008357.359572 + Penalty 3400.638560 = -3004956.721012
  nChanged 170
		SP:Iteration 73Q (35485.040000 sec): 3 clusters
  Score: Raw -3008384.376861 + Penalty 3400.638560 = -3004983.738301
  nChanged 183
		SP:Iteration 74Q (35485.520000 sec): 3 clusters
  Score: Raw -3008413.003024 + Penalty 3400.638560 = -3005012.364465
  nChanged 200
		SP:Iteration 75Q (35485.960000 sec): 3 clusters
  Score: Raw -3008445.513932 + Penalty 3400.638560 = -3005044.875372
  nChanged 214
		SP:Iteration 76Q (35486.470000 sec): 3 clusters
  Score: Raw -3008479.111772 + Penalty 3400.638560 = -3005078.473212
  nChanged 184
		SP:Iteration 77Q (35486.960000 sec): 3 clusters
  Score: Raw -3008511.058061 + Penalty 3400.638560 = -3005110.419501
  nChanged 218
		SP:Iteration 78Q (35487.400000 sec): 3 clusters
  Score: Raw -3008551.118802 + Penalty 3400.638560 = -3005150.480243
  nChanged 217
		SP:Iteration 79Q (35487.850000 sec): 3 clusters
  Score: Raw -3008591.743966 + Penalty 3400.638560 = -3005191.105406
  nChanged 213
		SP:Iteration 80F (35488.290000 sec): 3 clusters
  Score: Raw -3008628.651733 + Penalty 3400.638560 = -3005228.013173
  nChanged 201
		SP:Iteration 81Q (35488.710000 sec): 3 clusters
  Score: Raw -3008664.334954 + Penalty 3400.638560 = -3005263.696394
  nChanged 221
		SP:Iteration 82Q (35489.170000 sec): 3 clusters
  Score: Raw -3008708.375381 + Penalty 3400.638560 = -3005307.736821
  nChanged 225
		SP:Iteration 83Q (35489.650000 sec): 3 clusters
  Score: Raw -3008755.136705 + Penalty 3400.638560 = -3005354.498145
  nChanged 220
		SP:Iteration 84Q (35490.080000 sec): 3 clusters
  Score: Raw -3008802.435575 + Penalty 3400.638560 = -3005401.797015
  nChanged 242
		SP:Iteration 85Q (35490.510000 sec): 3 clusters
  Score: Raw -3008857.321836 + Penalty 3400.638560 = -3005456.683276
  nChanged 243
		SP:Iteration 86Q (35490.990000 sec): 3 clusters
  Score: Raw -3008912.017816 + Penalty 3400.638560 = -3005511.379256
  nChanged 234
		SP:Iteration 87Q (35491.450000 sec): 3 clusters
  Score: Raw -3008965.179908 + Penalty 3400.638560 = -3005564.541349
  nChanged 222
		SP:Iteration 88Q (35491.870000 sec): 3 clusters
  Score: Raw -3009018.165048 + Penalty 3400.638560 = -3005617.526489
  nChanged 250
		SP:Iteration 89Q (35492.330000 sec): 3 clusters
  Score: Raw -3009088.440255 + Penalty 3400.638560 = -3005687.801695
  nChanged 271
		SP:Iteration 90Q (35492.780000 sec): 3 clusters
  Score: Raw -3009171.010819 + Penalty 3400.638560 = -3005770.372260
  nChanged 274
		SP:Iteration 91Q (35493.230000 sec): 3 clusters
  Score: Raw -3009258.980457 + Penalty 3400.638560 = -3005858.341897
  nChanged 304
		SP:Iteration 92Q (35493.670000 sec): 3 clusters
  Score: Raw -3009366.769184 + Penalty 3400.638560 = -3005966.130624
  nChanged 334
		SP:Iteration 93Q (35494.060000 sec): 3 clusters
  Score: Raw -3009512.835224 + Penalty 3400.638560 = -3006112.196664
  nChanged 381
		SP:Iteration 94Q (35494.490000 sec): 3 clusters
  Score: Raw -3009733.738645 + Penalty 3400.638560 = -3006333.100085
  nChanged 388
		SP:Iteration 95Q (35494.940000 sec): 3 clusters
  Score: Raw -3009977.623018 + Penalty 3400.638560 = -3006576.984458
  nChanged 389
		SP:Iteration 96Q (35495.390000 sec): 3 clusters
  Score: Raw -3010217.915547 + Penalty 3400.638560 = -3006817.276987
  nChanged 343
		SP:Iteration 97Q (35495.840000 sec): 3 clusters
  Score: Raw -3010386.501691 + Penalty 3400.638560 = -3006985.863132
  nChanged 301
		SP:Iteration 98Q (35496.260000 sec): 3 clusters
  Score: Raw -3010498.481538 + Penalty 3400.638560 = -3007097.842978
  nChanged 255
		SP:Iteration 99Q (35496.770000 sec): 3 clusters
  Score: Raw -3010568.962859 + Penalty 3400.638560 = -3007168.324299
  nChanged 202
		SP:Iteration 100F (35497.190000 sec): 3 clusters
  Score: Raw -3010614.513786 + Penalty 3400.638560 = -3007213.875226
  nChanged 176
		SP:Iteration 101Q (35497.640000 sec): 3 clusters
  Score: Raw -3010650.308041 + Penalty 3400.638560 = -3007249.669481
  nChanged 145
		SP:Iteration 102Q (35498.120000 sec): 3 clusters
  Score: Raw -3010676.843923 + Penalty 3400.638560 = -3007276.205363
  nChanged 105
		SP:Iteration 103Q (35498.530000 sec): 3 clusters
  Score: Raw -3010695.375042 + Penalty 3400.638560 = -3007294.736482
  nChanged 92
		SP:Iteration 104Q (35498.950000 sec): 3 clusters
  Score: Raw -3010710.166830 + Penalty 3400.638560 = -3007309.528270
  nChanged 87
		SP:Iteration 105Q (35499.360000 sec): 3 clusters
  Score: Raw -3010723.062654 + Penalty 3400.638560 = -3007322.424095
  nChanged 79
		SP:Iteration 106Q (35499.770000 sec): 3 clusters
  Score: Raw -3010733.977886 + Penalty 3400.638560 = -3007333.339326
  nChanged 80
		SP:Iteration 107Q (35500.190000 sec): 3 clusters
  Score: Raw -3010747.351256 + Penalty 3400.638560 = -3007346.712696
  nChanged 89
		SP:Iteration 108Q (35500.590000 sec): 3 clusters
  Score: Raw -3010763.126055 + Penalty 3400.638560 = -3007362.487495
  nChanged 79
		SP:Iteration 109Q (35501.010000 sec): 3 clusters
  Score: Raw -3010777.236891 + Penalty 3400.638560 = -3007376.598332
  nChanged 80
		SP:Iteration 110Q (35501.420000 sec): 3 clusters
  Score: Raw -3010791.191534 + Penalty 3400.638560 = -3007390.552974
  nChanged 84
		SP:Iteration 111Q (35501.830000 sec): 3 clusters
  Score: Raw -3010807.245188 + Penalty 3400.638560 = -3007406.606628
  nChanged 77
		SP:Iteration 112Q (35502.250000 sec): 3 clusters
  Score: Raw -3010820.470458 + Penalty 3400.638560 = -3007419.831898
  nChanged 65
		SP:Iteration 113Q (35502.660000 sec): 3 clusters
  Score: Raw -3010830.675518 + Penalty 3400.638560 = -3007430.036959
  nChanged 71
		SP:Iteration 114Q (35503.070000 sec): 3 clusters
  Score: Raw -3010843.534615 + Penalty 3400.638560 = -3007442.896056
  nChanged 70
		SP:Iteration 115Q (35503.480000 sec): 3 clusters
  Score: Raw -3010856.141519 + Penalty 3400.638560 = -3007455.502959
  nChanged 70
		SP:Iteration 116Q (35503.890000 sec): 3 clusters
  Score: Raw -3010870.058117 + Penalty 3400.638560 = -3007469.419557
  nChanged 81
		SP:Iteration 117Q (35504.310000 sec): 3 clusters
  Score: Raw -3010885.550586 + Penalty 3400.638560 = -3007484.912027
  nChanged 81
		SP:Iteration 118Q (35504.720000 sec): 3 clusters
  Score: Raw -3010902.680099 + Penalty 3400.638560 = -3007502.041539
  nChanged 85
		SP:Iteration 119Q (35505.130000 sec): 3 clusters
  Score: Raw -3010920.371737 + Penalty 3400.638560 = -3007519.733178
  nChanged 86
		SP:Iteration 120F (35505.590000 sec): 3 clusters
  Score: Raw -3010936.775556 + Penalty 3400.638560 = -3007536.136996
  nChanged 79
		SP:Iteration 121Q (35506.030000 sec): 3 clusters
  Score: Raw -3010954.457675 + Penalty 3400.638560 = -3007553.819115
  nChanged 101
		SP:Iteration 122Q (35506.490000 sec): 3 clusters
  Score: Raw -3010978.651790 + Penalty 3400.638560 = -3007578.013230
  nChanged 98
		SP:Iteration 123Q (35506.930000 sec): 3 clusters
  Score: Raw -3011000.324927 + Penalty 3400.638560 = -3007599.686368
  nChanged 93
		SP:Iteration 124Q (35507.380000 sec): 3 clusters
  Score: Raw -3011020.078109 + Penalty 3400.638560 = -3007619.439549
  nChanged 75
		SP:Iteration 125Q (35507.800000 sec): 3 clusters
  Score: Raw -3011035.911005 + Penalty 3400.638560 = -3007635.272445
  nChanged 68
		SP:Iteration 126Q (35508.260000 sec): 3 clusters
  Score: Raw -3011050.591979 + Penalty 3400.638560 = -3007649.953420
  nChanged 68
		SP:Iteration 127Q (35508.740000 sec): 3 clusters
  Score: Raw -3011067.310797 + Penalty 3400.638560 = -3007666.672238
  nChanged 74
		SP:Iteration 128Q (35509.220000 sec): 3 clusters
  Score: Raw -3011084.374524 + Penalty 3400.638560 = -3007683.735965
  nChanged 74
		SP:Iteration 129Q (35509.630000 sec): 3 clusters
  Score: Raw -3011104.075954 + Penalty 3400.638560 = -3007703.437395
  nChanged 88
		SP:Iteration 130Q (35510.110000 sec): 3 clusters
  Score: Raw -3011125.667973 + Penalty 3400.638560 = -3007725.029413
  nChanged 89
		SP:Iteration 131Q (35510.520000 sec): 3 clusters
  Score: Raw -3011147.304572 + Penalty 3400.638560 = -3007746.666012
  nChanged 71
		SP:Iteration 132Q (35510.940000 sec): 3 clusters
  Score: Raw -3011165.050283 + Penalty 3400.638560 = -3007764.411723
  nChanged 57
		SP:Iteration 133Q (35511.380000 sec): 3 clusters
  Score: Raw -3011178.675583 + Penalty 3400.638560 = -3007778.037023
  nChanged 59
		SP:Iteration 134Q (35511.820000 sec): 3 clusters
  Score: Raw -3011193.699010 + Penalty 3400.638560 = -3007793.060451
  nChanged 52
		SP:Iteration 135Q (35512.240000 sec): 3 clusters
  Score: Raw -3011207.258437 + Penalty 3400.638560 = -3007806.619877
  nChanged 52
		SP:Iteration 136Q (35512.670000 sec): 3 clusters
  Score: Raw -3011220.523745 + Penalty 3400.638560 = -3007819.885185
  nChanged 63
		SP:Iteration 137Q (35513.100000 sec): 3 clusters
  Score: Raw -3011235.743295 + Penalty 3400.638560 = -3007835.104735
  nChanged 56
		SP:Iteration 138Q (35513.560000 sec): 3 clusters
  Score: Raw -3011249.932586 + Penalty 3400.638560 = -3007849.294026
  nChanged 62
		SP:Iteration 139Q (35513.970000 sec): 3 clusters
  Score: Raw -3011266.977040 + Penalty 3400.638560 = -3007866.338480
  nChanged 59
		SP:Iteration 140F (35514.410000 sec): 3 clusters
  Score: Raw -3011280.712880 + Penalty 3400.638560 = -3007880.074321
  nChanged 54
		SP:Iteration 141Q (35514.860000 sec): 3 clusters
  Score: Raw -3011295.814056 + Penalty 3400.638560 = -3007895.175496
  nChanged 51
		SP:Iteration 142Q (35515.280000 sec): 3 clusters
  Score: Raw -3011307.956952 + Penalty 3400.638560 = -3007907.318392
  nChanged 48
		SP:Iteration 143Q (35515.690000 sec): 3 clusters
  Score: Raw -3011320.016709 + Penalty 3400.638560 = -3007919.378149
  nChanged 40
		SP:Iteration 144Q (35516.090000 sec): 3 clusters
  Score: Raw -3011329.188624 + Penalty 3400.638560 = -3007928.550065
  nChanged 39
		SP:Iteration 145Q (35516.540000 sec): 3 clusters
  Score: Raw -3011338.852707 + Penalty 3400.638560 = -3007938.214147
  nChanged 36
		SP:Iteration 146Q (35516.970000 sec): 3 clusters
  Score: Raw -3011347.703848 + Penalty 3400.638560 = -3007947.065288
  nChanged 34
		SP:Iteration 147Q (35517.430000 sec): 3 clusters
  Score: Raw -3011357.458158 + Penalty 3400.638560 = -3007956.819598
  nChanged 38
		SP:Iteration 148Q (35517.880000 sec): 3 clusters
  Score: Raw -3011366.811584 + Penalty 3400.638560 = -3007966.173024
  nChanged 28
		SP:Iteration 149Q (35518.290000 sec): 3 clusters
  Score: Raw -3011375.077122 + Penalty 3400.638560 = -3007974.438562
  nChanged 24
		SP:Iteration 150Q (35518.740000 sec): 3 clusters
  Score: Raw -3011381.891114 + Penalty 3400.638560 = -3007981.252554
  nChanged 27
		SP:Iteration 151Q (35519.110000 sec): 3 clusters
  Score: Raw -3011388.796658 + Penalty 3400.638560 = -3007988.158098
  nChanged 25
		SP:Iteration 152Q (35519.520000 sec): 3 clusters
  Score: Raw -3011394.383571 + Penalty 3400.638560 = -3007993.745011
  nChanged 24
		SP:Iteration 153Q (35519.930000 sec): 3 clusters
  Score: Raw -3011400.478907 + Penalty 3400.638560 = -3007999.840347
  nChanged 22
		SP:Iteration 154Q (35520.360000 sec): 3 clusters
  Score: Raw -3011407.558509 + Penalty 3400.638560 = -3008006.919949
  nChanged 22
		SP:Iteration 155Q (35520.690000 sec): 3 clusters
  Score: Raw -3011412.765269 + Penalty 3400.638560 = -3008012.126709
  nChanged 19
		SP:Iteration 156Q (35521.090000 sec): 3 clusters
  Score: Raw -3011417.948726 + Penalty 3400.638560 = -3008017.310166
  nChanged 16
		SP:Iteration 157Q (35521.560000 sec): 3 clusters
  Score: Raw -3011421.566748 + Penalty 3400.638560 = -3008020.928188
  nChanged 10
		SP:Iteration 158Q (35521.950000 sec): 3 clusters
  Score: Raw -3011423.621262 + Penalty 3400.638560 = -3008022.982702
  nChanged 12
		SP:Iteration 159Q (35522.380000 sec): 3 clusters
  Score: Raw -3011426.295644 + Penalty 3400.638560 = -3008025.657084
  nChanged 8
		SP:Iteration 160F (35522.850000 sec): 3 clusters
  Score: Raw -3011428.130784 + Penalty 3400.638560 = -3008027.492225
  nChanged 6
		SP:Iteration 161Q (35523.270000 sec): 3 clusters
  Score: Raw -3011429.253963 + Penalty 3400.638560 = -3008028.615403
  nChanged 4
		SP:Iteration 162Q (35523.700000 sec): 3 clusters
  Score: Raw -3011429.941889 + Penalty 3400.638560 = -3008029.303329
  nChanged 9
		SP:Iteration 163Q (35524.130000 sec): 3 clusters
  Score: Raw -3011432.277178 + Penalty 3400.638560 = -3008031.638619
  nChanged 11
		SP:Iteration 164Q (35524.560000 sec): 3 clusters
  Score: Raw -3011434.830773 + Penalty 3400.638560 = -3008034.192213
  nChanged 10
		SP:Iteration 165Q (35524.990000 sec): 3 clusters
  Score: Raw -3011437.509800 + Penalty 3400.638560 = -3008036.871240
  nChanged 13
		SP:Iteration 166Q (35525.460000 sec): 3 clusters
  Score: Raw -3011440.391531 + Penalty 3400.638560 = -3008039.752972
  nChanged 12
		SP:Iteration 167Q (35525.850000 sec): 3 clusters
  Score: Raw -3011443.434431 + Penalty 3400.638560 = -3008042.795872
  nChanged 15
		SP:Iteration 168Q (35526.270000 sec): 3 clusters
  Score: Raw -3011447.915609 + Penalty 3400.638560 = -3008047.277049
  nChanged 10
		SP:Iteration 169Q (35526.650000 sec): 3 clusters
  Score: Raw -3011450.830347 + Penalty 3400.638560 = -3008050.191788
  nChanged 8
		SP:Iteration 170Q (35527.040000 sec): 3 clusters
  Score: Raw -3011452.589266 + Penalty 3400.638560 = -3008051.950706
  nChanged 12
		SP:Iteration 171Q (35527.480000 sec): 3 clusters
  Score: Raw -3011455.088041 + Penalty 3400.638560 = -3008054.449481
  nChanged 9
		SP:Iteration 172Q (35527.860000 sec): 3 clusters
  Score: Raw -3011456.951714 + Penalty 3400.638560 = -3008056.313154
  nChanged 8
		SP:Iteration 173Q (35528.230000 sec): 3 clusters
  Score: Raw -3011458.508602 + Penalty 3400.638560 = -3008057.870042
  nChanged 3
		SP:Iteration 174Q (35528.640000 sec): 3 clusters
  Score: Raw -3011458.983303 + Penalty 3400.638560 = -3008058.344743
  nChanged 3
		SP:Iteration 175Q (35529.070000 sec): 3 clusters
  Score: Raw -3011459.489643 + Penalty 3400.638560 = -3008058.851084
  nChanged 4
		SP:Iteration 176Q (35529.480000 sec): 3 clusters
  Score: Raw -3011460.633748 + Penalty 3400.638560 = -3008059.995188
  nChanged 2
		SP:Iteration 177Q (35529.910000 sec): 3 clusters
  Score: Raw -3011461.263623 + Penalty 3400.638560 = -3008060.625064
  nChanged 3
		SP:Iteration 178Q (35530.340000 sec): 3 clusters
  Score: Raw -3011461.854119 + Penalty 3400.638560 = -3008061.215559
  nChanged 2
		SP:Iteration 179Q (35530.720000 sec): 3 clusters
  Score: Raw -3011462.190041 + Penalty 3400.638560 = -3008061.551482
  nChanged 0
		SP:Iteration 180F (35531.150000 sec): 3 clusters
  Score: Raw -3011462.190041 + Penalty 3400.638560 = -3008061.551482
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35531.240000 sec): 2 clusters
  Score: Raw -208613.896352 + Penalty 1306.990894 = -207306.905458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35531.420000 sec): 3 clusters
  Score: Raw -207168.083326 + Penalty 2613.981788 = -204554.101538
  nChanged 1179
		SP:Iteration 1F (35531.600000 sec): 3 clusters
  Score: Raw -208105.277452 + Penalty 2613.981788 = -205491.295664
  nChanged 312
		SP:Iteration 2F (35531.780000 sec): 3 clusters
  Score: Raw -208427.195577 + Penalty 2613.981788 = -205813.213790
  nChanged 225
		SP:Iteration 3F (35531.950000 sec): 3 clusters
  Score: Raw -208669.547400 + Penalty 2613.981788 = -206055.565612
  nChanged 186
		SP:Iteration 4F (35532.120000 sec): 3 clusters
  Score: Raw -208823.253893 + Penalty 2613.981788 = -206209.272105
  nChanged 136
		SP:Iteration 5Q (35532.300000 sec): 3 clusters
  Score: Raw -208931.533557 + Penalty 2613.981788 = -206317.551769
  nChanged 105
		SP:Iteration 6Q (35532.480000 sec): 3 clusters
  Score: Raw -209004.082294 + Penalty 2613.981788 = -206390.100506
  nChanged 86
		SP:Iteration 7Q (35532.650000 sec): 3 clusters
  Score: Raw -209056.993104 + Penalty 2613.981788 = -206443.011316
  nChanged 61
		SP:Iteration 8Q (35532.830000 sec): 3 clusters
  Score: Raw -209088.297848 + Penalty 2613.981788 = -206474.316060
  nChanged 33
		SP:Iteration 9Q (35533.000000 sec): 3 clusters
  Score: Raw -209105.048147 + Penalty 2613.981788 = -206491.066360
  nChanged 25
		SP:Iteration 10Q (35533.180000 sec): 3 clusters
  Score: Raw -209118.724987 + Penalty 2613.981788 = -206504.743199
  nChanged 31
		SP:Iteration 11Q (35533.360000 sec): 3 clusters
  Score: Raw -209134.298505 + Penalty 2613.981788 = -206520.316717
  nChanged 30
		SP:Iteration 12Q (35533.530000 sec): 3 clusters
  Score: Raw -209152.106891 + Penalty 2613.981788 = -206538.125103
  nChanged 29
		SP:Iteration 13Q (35533.710000 sec): 3 clusters
  Score: Raw -209172.682241 + Penalty 2613.981788 = -206558.700454
  nChanged 31
		SP:Iteration 14Q (35533.880000 sec): 3 clusters
  Score: Raw -209193.537934 + Penalty 2613.981788 = -206579.556146
  nChanged 43
		SP:Iteration 15Q (35534.060000 sec): 3 clusters
  Score: Raw -209225.670126 + Penalty 2613.981788 = -206611.688339
  nChanged 40
		SP:Iteration 16Q (35534.240000 sec): 3 clusters
  Score: Raw -209259.627611 + Penalty 2613.981788 = -206645.645823
  nChanged 32
		SP:Iteration 17Q (35534.410000 sec): 3 clusters
  Score: Raw -209283.011058 + Penalty 2613.981788 = -206669.029271
  nChanged 36
		SP:Iteration 18Q (35534.590000 sec): 3 clusters
  Score: Raw -209306.030997 + Penalty 2613.981788 = -206692.049209
  nChanged 33
		SP:Iteration 19Q (35534.760000 sec): 3 clusters
  Score: Raw -209320.900245 + Penalty 2613.981788 = -206706.918457
  nChanged 23
		SP:Iteration 20F (35534.940000 sec): 3 clusters
  Score: Raw -209332.042000 + Penalty 2613.981788 = -206718.060213
  nChanged 12
		SP:Iteration 21Q (35535.120000 sec): 3 clusters
  Score: Raw -209337.546289 + Penalty 2613.981788 = -206723.564501
  nChanged 12
		SP:Iteration 22Q (35535.290000 sec): 3 clusters
  Score: Raw -209342.941500 + Penalty 2613.981788 = -206728.959712
  nChanged 10
		SP:Iteration 23Q (35535.470000 sec): 3 clusters
  Score: Raw -209346.086775 + Penalty 2613.981788 = -206732.104987
  nChanged 12
		SP:Iteration 24Q (35535.640000 sec): 3 clusters
  Score: Raw -209352.233192 + Penalty 2613.981788 = -206738.251404
  nChanged 15
		SP:Iteration 25Q (35535.820000 sec): 3 clusters
  Score: Raw -209357.655063 + Penalty 2613.981788 = -206743.673275
  nChanged 7
		SP:Iteration 26Q (35536.000000 sec): 3 clusters
  Score: Raw -209359.225918 + Penalty 2613.981788 = -206745.244130
  nChanged 6
		SP:Iteration 27Q (35536.170000 sec): 3 clusters
  Score: Raw -209361.615997 + Penalty 2613.981788 = -206747.634209
  nChanged 5
		SP:Iteration 28Q (35536.350000 sec): 3 clusters
  Score: Raw -209363.939614 + Penalty 2613.981788 = -206749.957827
  nChanged 5
		SP:Iteration 29Q (35536.520000 sec): 3 clusters
  Score: Raw -209365.573931 + Penalty 2613.981788 = -206751.592143
  nChanged 1
		SP:Iteration 30Q (35536.700000 sec): 3 clusters
  Score: Raw -209366.269210 + Penalty 2613.981788 = -206752.287422
  nChanged 2
		SP:Iteration 31Q (35536.870000 sec): 3 clusters
  Score: Raw -209366.892439 + Penalty 2613.981788 = -206752.910652
  nChanged 1
		SP:Iteration 32Q (35537.040000 sec): 3 clusters
  Score: Raw -209367.007613 + Penalty 2613.981788 = -206753.025825
  nChanged 1
		SP:Iteration 33Q (35537.220000 sec): 3 clusters
  Score: Raw -209367.116454 + Penalty 2613.981788 = -206753.134666
  nChanged 3
		SP:Iteration 34Q (35537.400000 sec): 3 clusters
  Score: Raw -209368.808446 + Penalty 2613.981788 = -206754.826659
  nChanged 7
		SP:Iteration 35Q (35537.570000 sec): 3 clusters
  Score: Raw -209371.244309 + Penalty 2613.981788 = -206757.262521
  nChanged 8
		SP:Iteration 36Q (35537.750000 sec): 3 clusters
  Score: Raw -209373.615386 + Penalty 2613.981788 = -206759.633598
  nChanged 5
		SP:Iteration 37Q (35537.930000 sec): 3 clusters
  Score: Raw -209375.181182 + Penalty 2613.981788 = -206761.199395
  nChanged 6
		SP:Iteration 38Q (35538.100000 sec): 3 clusters
  Score: Raw -209377.991342 + Penalty 2613.981788 = -206764.009554
  nChanged 2
		SP:Iteration 39Q (35538.280000 sec): 3 clusters
  Score: Raw -209378.583183 + Penalty 2613.981788 = -206764.601395
  nChanged 2
		SP:Iteration 40F (35538.450000 sec): 3 clusters
  Score: Raw -209379.604827 + Penalty 2613.981788 = -206765.623039
  nChanged 4
		SP:Iteration 41Q (35538.630000 sec): 3 clusters
  Score: Raw -209381.121660 + Penalty 2613.981788 = -206767.139873
  nChanged 2
		SP:Iteration 42Q (35538.810000 sec): 3 clusters
  Score: Raw -209382.110492 + Penalty 2613.981788 = -206768.128705
  nChanged 4
		SP:Iteration 43Q (35538.980000 sec): 3 clusters
  Score: Raw -209383.447856 + Penalty 2613.981788 = -206769.466068
  nChanged 1
		SP:Iteration 44Q (35539.160000 sec): 3 clusters
  Score: Raw -209383.602411 + Penalty 2613.981788 = -206769.620624
  nChanged 1
		SP:Iteration 45Q (35539.330000 sec): 3 clusters
  Score: Raw -209383.943114 + Penalty 2613.981788 = -206769.961327
  nChanged 1
		SP:Iteration 46Q (35539.510000 sec): 3 clusters
  Score: Raw -209384.118118 + Penalty 2613.981788 = -206770.136331
  nChanged 1
		SP:Iteration 47Q (35539.690000 sec): 3 clusters
  Score: Raw -209384.324340 + Penalty 2613.981788 = -206770.342552
  nChanged 2
		SP:Iteration 48Q (35539.860000 sec): 3 clusters
  Score: Raw -209385.187651 + Penalty 2613.981788 = -206771.205863
  nChanged 4
		SP:Iteration 49Q (35540.040000 sec): 3 clusters
  Score: Raw -209386.831892 + Penalty 2613.981788 = -206772.850105
  nChanged 3
		SP:Iteration 50Q (35540.210000 sec): 3 clusters
  Score: Raw -209387.977352 + Penalty 2613.981788 = -206773.995565
  nChanged 2
		SP:Iteration 51Q (35540.390000 sec): 3 clusters
  Score: Raw -209388.608725 + Penalty 2613.981788 = -206774.626937
  nChanged 1
		SP:Iteration 52Q (35540.570000 sec): 3 clusters
  Score: Raw -209388.929508 + Penalty 2613.981788 = -206774.947720
  nChanged 4
		SP:Iteration 53Q (35540.740000 sec): 3 clusters
  Score: Raw -209390.740099 + Penalty 2613.981788 = -206776.758312
  nChanged 2
		SP:Iteration 54Q (35540.920000 sec): 3 clusters
  Score: Raw -209392.119438 + Penalty 2613.981788 = -206778.137650
  nChanged 1
		SP:Iteration 55Q (35541.090000 sec): 3 clusters
  Score: Raw -209392.288260 + Penalty 2613.981788 = -206778.306473
  nChanged 1
		SP:Iteration 56Q (35541.310000 sec): 3 clusters
  Score: Raw -209392.495055 + Penalty 2613.981788 = -206778.513267
  nChanged 0
		SP:Iteration 57F (35541.460000 sec): 3 clusters
  Score: Raw -209392.495055 + Penalty 2613.981788 = -206778.513267
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35541.590000 sec): 2 clusters
  Score: Raw -421699.162164 + Penalty 1397.540096 = -420301.622067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35541.780000 sec): 3 clusters
  Score: Raw -418842.330318 + Penalty 2795.080193 = -416047.250125
  nChanged 2267
		SP:Iteration 1F (35541.950000 sec): 3 clusters
  Score: Raw -420180.554724 + Penalty 2795.080193 = -417385.474531
  nChanged 411
		SP:Iteration 2F (35542.140000 sec): 3 clusters
  Score: Raw -420408.148541 + Penalty 2795.080193 = -417613.068349
  nChanged 298
		SP:Iteration 3F (35542.340000 sec): 3 clusters
  Score: Raw -420566.790583 + Penalty 2795.080193 = -417771.710390
  nChanged 258
		SP:Iteration 4Q (35542.550000 sec): 3 clusters
  Score: Raw -420694.643286 + Penalty 2795.080193 = -417899.563093
  nChanged 206
		SP:Iteration 5Q (35542.710000 sec): 3 clusters
  Score: Raw -420810.681073 + Penalty 2795.080193 = -418015.600881
  nChanged 209
		SP:Iteration 6Q (35542.880000 sec): 3 clusters
  Score: Raw -420911.326379 + Penalty 2795.080193 = -418116.246187
  nChanged 179
		SP:Iteration 7Q (35543.090000 sec): 3 clusters
  Score: Raw -420993.058576 + Penalty 2795.080193 = -418197.978383
  nChanged 167
		SP:Iteration 8Q (35543.290000 sec): 3 clusters
  Score: Raw -421073.916329 + Penalty 2795.080193 = -418278.836137
  nChanged 172
		SP:Iteration 9Q (35543.460000 sec): 3 clusters
  Score: Raw -421152.586686 + Penalty 2795.080193 = -418357.506493
  nChanged 166
		SP:Iteration 10Q (35543.590000 sec): 3 clusters
  Score: Raw -421226.881863 + Penalty 2795.080193 = -418431.801670
  nChanged 154
		SP:Iteration 11Q (35543.750000 sec): 3 clusters
  Score: Raw -421296.862563 + Penalty 2795.080193 = -418501.782371
  nChanged 142
		SP:Iteration 12Q (35543.910000 sec): 3 clusters
  Score: Raw -421355.925874 + Penalty 2795.080193 = -418560.845681
  nChanged 112
		SP:Iteration 13Q (35544.110000 sec): 3 clusters
  Score: Raw -421390.965152 + Penalty 2795.080193 = -418595.884959
  nChanged 81
		SP:Iteration 14Q (35544.260000 sec): 3 clusters
  Score: Raw -421417.487437 + Penalty 2795.080193 = -418622.407245
  nChanged 64
		SP:Iteration 15Q (35544.410000 sec): 3 clusters
  Score: Raw -421437.475916 + Penalty 2795.080193 = -418642.395723
  nChanged 55
		SP:Iteration 16Q (35544.570000 sec): 3 clusters
  Score: Raw -421454.439848 + Penalty 2795.080193 = -418659.359656
  nChanged 60
		SP:Iteration 17Q (35544.730000 sec): 3 clusters
  Score: Raw -421475.235553 + Penalty 2795.080193 = -418680.155361
  nChanged 49
		SP:Iteration 18Q (35544.880000 sec): 3 clusters
  Score: Raw -421490.624058 + Penalty 2795.080193 = -418695.543865
  nChanged 50
		SP:Iteration 19Q (35545.080000 sec): 3 clusters
  Score: Raw -421503.832954 + Penalty 2795.080193 = -418708.752761
  nChanged 40
		SP:Iteration 20F (35545.250000 sec): 3 clusters
  Score: Raw -421516.853236 + Penalty 2795.080193 = -418721.773043
  nChanged 36
		SP:Iteration 21Q (35545.390000 sec): 3 clusters
  Score: Raw -421528.423133 + Penalty 2795.080193 = -418733.342941
  nChanged 42
		SP:Iteration 22Q (35545.570000 sec): 3 clusters
  Score: Raw -421542.662881 + Penalty 2795.080193 = -418747.582689
  nChanged 44
		SP:Iteration 23Q (35545.730000 sec): 3 clusters
  Score: Raw -421559.293839 + Penalty 2795.080193 = -418764.213646
  nChanged 60
		SP:Iteration 24Q (35545.900000 sec): 3 clusters
  Score: Raw -421582.573112 + Penalty 2795.080193 = -418787.492919
  nChanged 57
		SP:Iteration 25Q (35546.070000 sec): 3 clusters
  Score: Raw -421608.122651 + Penalty 2795.080193 = -418813.042458
  nChanged 60
		SP:Iteration 26Q (35546.240000 sec): 3 clusters
  Score: Raw -421636.292939 + Penalty 2795.080193 = -418841.212746
  nChanged 67
		SP:Iteration 27Q (35546.440000 sec): 3 clusters
  Score: Raw -421667.742070 + Penalty 2795.080193 = -418872.661877
  nChanged 63
		SP:Iteration 28Q (35546.600000 sec): 3 clusters
  Score: Raw -421696.535056 + Penalty 2795.080193 = -418901.454864
  nChanged 50
		SP:Iteration 29Q (35546.810000 sec): 3 clusters
  Score: Raw -421718.981255 + Penalty 2795.080193 = -418923.901062
  nChanged 52
		SP:Iteration 30Q (35547.030000 sec): 3 clusters
  Score: Raw -421743.553681 + Penalty 2795.080193 = -418948.473488
  nChanged 48
		SP:Iteration 31Q (35547.190000 sec): 3 clusters
  Score: Raw -421765.343516 + Penalty 2795.080193 = -418970.263324
  nChanged 45
		SP:Iteration 32Q (35547.360000 sec): 3 clusters
  Score: Raw -421785.191455 + Penalty 2795.080193 = -418990.111263
  nChanged 55
		SP:Iteration 33Q (35547.520000 sec): 3 clusters
  Score: Raw -421812.938480 + Penalty 2795.080193 = -419017.858287
  nChanged 49
		SP:Iteration 34Q (35547.720000 sec): 3 clusters
  Score: Raw -421836.334058 + Penalty 2795.080193 = -419041.253866
  nChanged 35
		SP:Iteration 35Q (35547.880000 sec): 3 clusters
  Score: Raw -421854.330876 + Penalty 2795.080193 = -419059.250684
  nChanged 29
		SP:Iteration 36Q (35548.050000 sec): 3 clusters
  Score: Raw -421867.780860 + Penalty 2795.080193 = -419072.700668
  nChanged 21
		SP:Iteration 37Q (35548.260000 sec): 3 clusters
  Score: Raw -421874.457822 + Penalty 2795.080193 = -419079.377629
  nChanged 15
		SP:Iteration 38Q (35548.500000 sec): 3 clusters
  Score: Raw -421878.513195 + Penalty 2795.080193 = -419083.433003
  nChanged 10
		SP:Iteration 39Q (35548.630000 sec): 3 clusters
  Score: Raw -421881.893411 + Penalty 2795.080193 = -419086.813218
  nChanged 14
		SP:Iteration 40F (35548.790000 sec): 3 clusters
  Score: Raw -421886.271307 + Penalty 2795.080193 = -419091.191114
  nChanged 11
		SP:Iteration 41Q (35548.950000 sec): 3 clusters
  Score: Raw -421889.660571 + Penalty 2795.080193 = -419094.580378
  nChanged 11
		SP:Iteration 42Q (35549.100000 sec): 3 clusters
  Score: Raw -421893.826845 + Penalty 2795.080193 = -419098.746652
  nChanged 14
		SP:Iteration 43Q (35549.260000 sec): 3 clusters
  Score: Raw -421900.535765 + Penalty 2795.080193 = -419105.455573
  nChanged 10
		SP:Iteration 44Q (35549.410000 sec): 3 clusters
  Score: Raw -421903.983433 + Penalty 2795.080193 = -419108.903240
  nChanged 7
		SP:Iteration 45Q (35549.570000 sec): 3 clusters
  Score: Raw -421906.415275 + Penalty 2795.080193 = -419111.335083
  nChanged 6
		SP:Iteration 46Q (35549.730000 sec): 3 clusters
  Score: Raw -421908.748866 + Penalty 2795.080193 = -419113.668674
  nChanged 11
		SP:Iteration 47Q (35549.880000 sec): 3 clusters
  Score: Raw -421912.451408 + Penalty 2795.080193 = -419117.371215
  nChanged 10
		SP:Iteration 48Q (35550.030000 sec): 3 clusters
  Score: Raw -421915.155682 + Penalty 2795.080193 = -419120.075489
  nChanged 5
		SP:Iteration 49Q (35550.190000 sec): 3 clusters
  Score: Raw -421917.081467 + Penalty 2795.080193 = -419122.001274
  nChanged 5
		SP:Iteration 50Q (35550.350000 sec): 3 clusters
  Score: Raw -421920.190231 + Penalty 2795.080193 = -419125.110038
  nChanged 10
		SP:Iteration 51Q (35550.500000 sec): 3 clusters
  Score: Raw -421924.792320 + Penalty 2795.080193 = -419129.712127
  nChanged 14
		SP:Iteration 52Q (35550.650000 sec): 3 clusters
  Score: Raw -421929.720623 + Penalty 2795.080193 = -419134.640430
  nChanged 6
		SP:Iteration 53Q (35550.810000 sec): 3 clusters
  Score: Raw -421931.849138 + Penalty 2795.080193 = -419136.768945
  nChanged 5
		SP:Iteration 54Q (35550.970000 sec): 3 clusters
  Score: Raw -421933.192777 + Penalty 2795.080193 = -419138.112585
  nChanged 4
		SP:Iteration 55Q (35551.150000 sec): 3 clusters
  Score: Raw -421934.365956 + Penalty 2795.080193 = -419139.285763
  nChanged 7
		SP:Iteration 56Q (35551.310000 sec): 3 clusters
  Score: Raw -421936.732205 + Penalty 2795.080193 = -419141.652013
  nChanged 4
		SP:Iteration 57Q (35551.490000 sec): 3 clusters
  Score: Raw -421938.867650 + Penalty 2795.080193 = -419143.787457
  nChanged 6
		SP:Iteration 58Q (35551.690000 sec): 3 clusters
  Score: Raw -421941.707523 + Penalty 2795.080193 = -419146.627330
  nChanged 6
		SP:Iteration 59Q (35551.870000 sec): 3 clusters
  Score: Raw -421943.433408 + Penalty 2795.080193 = -419148.353216
  nChanged 3
		SP:Iteration 60F (35552.040000 sec): 3 clusters
  Score: Raw -421944.642013 + Penalty 2795.080193 = -419149.561820
  nChanged 2
		SP:Iteration 61Q (35552.210000 sec): 3 clusters
  Score: Raw -421944.916575 + Penalty 2795.080193 = -419149.836383
  nChanged 0
		SP:Iteration 62F (35552.380000 sec): 3 clusters
  Score: Raw -421944.916575 + Penalty 2795.080193 = -419149.836383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35552.470000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35552.630000 sec): 3 clusters
  Score: Raw -258775.495036 + Penalty 2629.480333 = -256146.014703
  nChanged 1268
		SP:Iteration 1F (35552.810000 sec): 3 clusters
  Score: Raw -259635.545923 + Penalty 2629.480333 = -257006.065590
  nChanged 295
		SP:Iteration 2F (35552.980000 sec): 3 clusters
  Score: Raw -259878.373713 + Penalty 2629.480333 = -257248.893380
  nChanged 218
		SP:Iteration 3F (35553.150000 sec): 3 clusters
  Score: Raw -260058.696389 + Penalty 2629.480333 = -257429.216057
  nChanged 181
		SP:Iteration 4F (35553.330000 sec): 3 clusters
  Score: Raw -260189.867989 + Penalty 2629.480333 = -257560.387656
  nChanged 145
		SP:Iteration 5Q (35553.500000 sec): 3 clusters
  Score: Raw -260283.755307 + Penalty 2629.480333 = -257654.274974
  nChanged 106
		SP:Iteration 6Q (35553.670000 sec): 3 clusters
  Score: Raw -260350.374297 + Penalty 2629.480333 = -257720.893964
  nChanged 90
		SP:Iteration 7Q (35553.850000 sec): 3 clusters
  Score: Raw -260402.277815 + Penalty 2629.480333 = -257772.797482
  nChanged 62
		SP:Iteration 8Q (35554.020000 sec): 3 clusters
  Score: Raw -260430.251504 + Penalty 2629.480333 = -257800.771171
  nChanged 47
		SP:Iteration 9Q (35554.200000 sec): 3 clusters
  Score: Raw -260453.955169 + Penalty 2629.480333 = -257824.474836
  nChanged 34
		SP:Iteration 10Q (35554.370000 sec): 3 clusters
  Score: Raw -260466.814081 + Penalty 2629.480333 = -257837.333748
  nChanged 22
		SP:Iteration 11Q (35554.550000 sec): 3 clusters
  Score: Raw -260476.794731 + Penalty 2629.480333 = -257847.314398
  nChanged 16
		SP:Iteration 12Q (35554.730000 sec): 3 clusters
  Score: Raw -260482.544036 + Penalty 2629.480333 = -257853.063704
  nChanged 17
		SP:Iteration 13Q (35554.900000 sec): 3 clusters
  Score: Raw -260489.389097 + Penalty 2629.480333 = -257859.908765
  nChanged 24
		SP:Iteration 14Q (35555.080000 sec): 3 clusters
  Score: Raw -260500.922491 + Penalty 2629.480333 = -257871.442158
  nChanged 28
		SP:Iteration 15Q (35555.250000 sec): 3 clusters
  Score: Raw -260512.435771 + Penalty 2629.480333 = -257882.955438
  nChanged 20
		SP:Iteration 16Q (35555.430000 sec): 3 clusters
  Score: Raw -260520.733489 + Penalty 2629.480333 = -257891.253157
  nChanged 15
		SP:Iteration 17Q (35555.600000 sec): 3 clusters
  Score: Raw -260526.480962 + Penalty 2629.480333 = -257897.000630
  nChanged 20
		SP:Iteration 18Q (35555.780000 sec): 3 clusters
  Score: Raw -260533.664980 + Penalty 2629.480333 = -257904.184647
  nChanged 9
		SP:Iteration 19Q (35556.000000 sec): 3 clusters
  Score: Raw -260536.108501 + Penalty 2629.480333 = -257906.628168
  nChanged 7
		SP:Iteration 20F (35556.140000 sec): 3 clusters
  Score: Raw -260538.214289 + Penalty 2629.480333 = -257908.733957
  nChanged 12
		SP:Iteration 21Q (35556.320000 sec): 3 clusters
  Score: Raw -260541.421914 + Penalty 2629.480333 = -257911.941581
  nChanged 6
		SP:Iteration 22Q (35556.490000 sec): 3 clusters
  Score: Raw -260543.935471 + Penalty 2629.480333 = -257914.455138
  nChanged 8
		SP:Iteration 23Q (35556.670000 sec): 3 clusters
  Score: Raw -260546.418803 + Penalty 2629.480333 = -257916.938470
  nChanged 7
		SP:Iteration 24Q (35556.850000 sec): 3 clusters
  Score: Raw -260548.118777 + Penalty 2629.480333 = -257918.638445
  nChanged 3
		SP:Iteration 25Q (35557.020000 sec): 3 clusters
  Score: Raw -260549.220883 + Penalty 2629.480333 = -257919.740550
  nChanged 6
		SP:Iteration 26Q (35557.200000 sec): 3 clusters
  Score: Raw -260551.981616 + Penalty 2629.480333 = -257922.501284
  nChanged 8
		SP:Iteration 27Q (35557.370000 sec): 3 clusters
  Score: Raw -260554.268273 + Penalty 2629.480333 = -257924.787940
  nChanged 6
		SP:Iteration 28Q (35557.550000 sec): 3 clusters
  Score: Raw -260555.843670 + Penalty 2629.480333 = -257926.363337
  nChanged 7
		SP:Iteration 29Q (35557.730000 sec): 3 clusters
  Score: Raw -260558.671865 + Penalty 2629.480333 = -257929.191532
  nChanged 8
		SP:Iteration 30Q (35557.900000 sec): 3 clusters
  Score: Raw -260561.733594 + Penalty 2629.480333 = -257932.253261
  nChanged 9
		SP:Iteration 31Q (35558.080000 sec): 3 clusters
  Score: Raw -260565.802995 + Penalty 2629.480333 = -257936.322663
  nChanged 5
		SP:Iteration 32Q (35558.250000 sec): 3 clusters
  Score: Raw -260568.052902 + Penalty 2629.480333 = -257938.572570
  nChanged 6
		SP:Iteration 33Q (35558.430000 sec): 3 clusters
  Score: Raw -260570.341866 + Penalty 2629.480333 = -257940.861534
  nChanged 6
		SP:Iteration 34Q (35558.610000 sec): 3 clusters
  Score: Raw -260573.254883 + Penalty 2629.480333 = -257943.774551
  nChanged 5
		SP:Iteration 35Q (35558.780000 sec): 3 clusters
  Score: Raw -260574.667007 + Penalty 2629.480333 = -257945.186674
  nChanged 4
		SP:Iteration 36Q (35558.960000 sec): 3 clusters
  Score: Raw -260575.790987 + Penalty 2629.480333 = -257946.310654
  nChanged 5
		SP:Iteration 37Q (35559.130000 sec): 3 clusters
  Score: Raw -260577.443042 + Penalty 2629.480333 = -257947.962710
  nChanged 3
		SP:Iteration 38Q (35559.310000 sec): 3 clusters
  Score: Raw -260578.763626 + Penalty 2629.480333 = -257949.283293
  nChanged 4
		SP:Iteration 39Q (35559.490000 sec): 3 clusters
  Score: Raw -260580.088273 + Penalty 2629.480333 = -257950.607941
  nChanged 7
		SP:Iteration 40F (35559.660000 sec): 3 clusters
  Score: Raw -260582.720868 + Penalty 2629.480333 = -257953.240535
  nChanged 6
		SP:Iteration 41Q (35559.840000 sec): 3 clusters
  Score: Raw -260584.457348 + Penalty 2629.480333 = -257954.977016
  nChanged 6
		SP:Iteration 42Q (35560.010000 sec): 3 clusters
  Score: Raw -260587.169432 + Penalty 2629.480333 = -257957.689099
  nChanged 10
		SP:Iteration 43Q (35560.190000 sec): 3 clusters
  Score: Raw -260592.043608 + Penalty 2629.480333 = -257962.563275
  nChanged 11
		SP:Iteration 44Q (35560.370000 sec): 3 clusters
  Score: Raw -260595.920572 + Penalty 2629.480333 = -257966.440240
  nChanged 9
		SP:Iteration 45Q (35560.540000 sec): 3 clusters
  Score: Raw -260598.744467 + Penalty 2629.480333 = -257969.264135
  nChanged 6
		SP:Iteration 46Q (35560.720000 sec): 3 clusters
  Score: Raw -260600.562865 + Penalty 2629.480333 = -257971.082532
  nChanged 4
		SP:Iteration 47Q (35560.890000 sec): 3 clusters
  Score: Raw -260601.610958 + Penalty 2629.480333 = -257972.130626
  nChanged 4
		SP:Iteration 48Q (35561.070000 sec): 3 clusters
  Score: Raw -260602.976207 + Penalty 2629.480333 = -257973.495874
  nChanged 3
		SP:Iteration 49Q (35561.250000 sec): 3 clusters
  Score: Raw -260603.906100 + Penalty 2629.480333 = -257974.425767
  nChanged 1
		SP:Iteration 50Q (35561.420000 sec): 3 clusters
  Score: Raw -260604.152885 + Penalty 2629.480333 = -257974.672552
  nChanged 0
		SP:Iteration 51F (35561.600000 sec): 3 clusters
  Score: Raw -260604.152885 + Penalty 2629.480333 = -257974.672552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35561.710000 sec): 2 clusters
  Score: Raw -233034.721843 + Penalty 1290.922342 = -231743.799501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35561.870000 sec): 3 clusters
  Score: Raw -231769.690258 + Penalty 2581.844685 = -229187.845573
  nChanged 1032
		SP:Iteration 1F (35562.020000 sec): 3 clusters
  Score: Raw -232451.584377 + Penalty 2581.844685 = -229869.739692
  nChanged 232
		SP:Iteration 2F (35562.180000 sec): 3 clusters
  Score: Raw -232637.219177 + Penalty 2581.844685 = -230055.374493
  nChanged 178
		SP:Iteration 3F (35562.330000 sec): 3 clusters
  Score: Raw -232807.462047 + Penalty 2581.844685 = -230225.617362
  nChanged 156
		SP:Iteration 4F (35562.440000 sec): 3 clusters
  Score: Raw -232941.028559 + Penalty 2581.844685 = -230359.183875
  nChanged 118
		SP:Iteration 5Q (35562.620000 sec): 3 clusters
  Score: Raw -233031.669740 + Penalty 2581.844685 = -230449.825055
  nChanged 102
		SP:Iteration 6Q (35562.790000 sec): 3 clusters
  Score: Raw -233103.043129 + Penalty 2581.844685 = -230521.198444
  nChanged 84
		SP:Iteration 7Q (35562.970000 sec): 3 clusters
  Score: Raw -233180.497534 + Penalty 2581.844685 = -230598.652849
  nChanged 90
		SP:Iteration 8Q (35563.140000 sec): 3 clusters
  Score: Raw -233249.982514 + Penalty 2581.844685 = -230668.137830
  nChanged 71
		SP:Iteration 9Q (35563.320000 sec): 3 clusters
  Score: Raw -233292.238662 + Penalty 2581.844685 = -230710.393978
  nChanged 51
		SP:Iteration 10Q (35563.490000 sec): 3 clusters
  Score: Raw -233312.839346 + Penalty 2581.844685 = -230730.994661
  nChanged 33
		SP:Iteration 11Q (35563.670000 sec): 3 clusters
  Score: Raw -233331.287237 + Penalty 2581.844685 = -230749.442553
  nChanged 33
		SP:Iteration 12Q (35563.850000 sec): 3 clusters
  Score: Raw -233347.512059 + Penalty 2581.844685 = -230765.667375
  nChanged 21
		SP:Iteration 13Q (35564.020000 sec): 3 clusters
  Score: Raw -233358.239105 + Penalty 2581.844685 = -230776.394420
  nChanged 21
		SP:Iteration 14Q (35564.200000 sec): 3 clusters
  Score: Raw -233369.892908 + Penalty 2581.844685 = -230788.048223
  nChanged 13
		SP:Iteration 15Q (35564.370000 sec): 3 clusters
  Score: Raw -233375.318822 + Penalty 2581.844685 = -230793.474137
  nChanged 9
		SP:Iteration 16Q (35564.550000 sec): 3 clusters
  Score: Raw -233379.450021 + Penalty 2581.844685 = -230797.605336
  nChanged 4
		SP:Iteration 17Q (35564.730000 sec): 3 clusters
  Score: Raw -233381.130282 + Penalty 2581.844685 = -230799.285598
  nChanged 1
		SP:Iteration 18Q (35564.900000 sec): 3 clusters
  Score: Raw -233381.531463 + Penalty 2581.844685 = -230799.686779
  nChanged 3
		SP:Iteration 19Q (35565.080000 sec): 3 clusters
  Score: Raw -233382.431527 + Penalty 2581.844685 = -230800.586842
  nChanged 1
		SP:Iteration 20F (35565.250000 sec): 3 clusters
  Score: Raw -233382.735949 + Penalty 2581.844685 = -230800.891265
  nChanged 1
		SP:Iteration 21Q (35565.430000 sec): 3 clusters
  Score: Raw -233383.328340 + Penalty 2581.844685 = -230801.483655
  nChanged 1
		SP:Iteration 22Q (35565.610000 sec): 3 clusters
  Score: Raw -233383.566150 + Penalty 2581.844685 = -230801.721465
  nChanged 1
		SP:Iteration 23Q (35565.780000 sec): 3 clusters
  Score: Raw -233384.051300 + Penalty 2581.844685 = -230802.206616
  nChanged 0
		SP:Iteration 24F (35565.960000 sec): 3 clusters
  Score: Raw -233384.051300 + Penalty 2581.844685 = -230802.206616
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35566.040000 sec): 2 clusters
  Score: Raw -43879.229198 + Penalty 1030.021538 = -42849.207660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35566.220000 sec): 3 clusters
  Score: Raw -43815.278670 + Penalty 2060.043075 = -41755.235595
  nChanged 159
		SP:Iteration 1F (35566.390000 sec): 3 clusters
  Score: Raw -44043.194397 + Penalty 2060.043075 = -41983.151322
  nChanged 39
		SP:Iteration 2F (35566.570000 sec): 3 clusters
  Score: Raw -44159.455380 + Penalty 2060.043075 = -42099.412304
  nChanged 27
		SP:Iteration 3Q (35566.750000 sec): 3 clusters
  Score: Raw -44222.734528 + Penalty 2060.043075 = -42162.691453
  nChanged 17
		SP:Iteration 4Q (35566.920000 sec): 3 clusters
  Score: Raw -44275.320614 + Penalty 2060.043075 = -42215.277539
  nChanged 26
		SP:Iteration 5Q (35567.100000 sec): 3 clusters
  Score: Raw -44384.980849 + Penalty 2060.043075 = -42324.937773
  nChanged 29
		SP:Iteration 6F (35567.270000 sec): 3 clusters
  Score: Raw -44711.963349 + Penalty 2060.043075 = -42651.920273
  nChanged 22
		SP:Iteration 7Q (35567.450000 sec): 3 clusters
  Score: Raw -44806.230293 + Penalty 2060.043075 = -42746.187218
  nChanged 16
		SP:Iteration 8Q (35567.630000 sec): 3 clusters
  Score: Raw -44834.745513 + Penalty 2060.043075 = -42774.702438
  nChanged 8
		SP:Iteration 9Q (35567.800000 sec): 3 clusters
  Score: Raw -44854.731767 + Penalty 2060.043075 = -42794.688692
  nChanged 5
		SP:Iteration 10Q (35567.980000 sec): 3 clusters
  Score: Raw -44873.292457 + Penalty 2060.043075 = -42813.249381
  nChanged 4
		SP:Iteration 11Q (35568.150000 sec): 3 clusters
  Score: Raw -44877.590687 + Penalty 2060.043075 = -42817.547612
  nChanged 0
		SP:Iteration 12F (35568.330000 sec): 3 clusters
  Score: Raw -44877.590687 + Penalty 2060.043075 = -42817.547612
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35568.430000 sec): 2 clusters
  Score: Raw -225155.367588 + Penalty 1315.137963 = -223840.229625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35568.610000 sec): 3 clusters
  Score: Raw -223669.774246 + Penalty 2630.275927 = -221039.498319
  nChanged 1270
		SP:Iteration 1F (35568.780000 sec): 3 clusters
  Score: Raw -224767.480175 + Penalty 2630.275927 = -222137.204249
  nChanged 367
		SP:Iteration 2F (35568.960000 sec): 3 clusters
  Score: Raw -225124.243707 + Penalty 2630.275927 = -222493.967780
  nChanged 245
		SP:Iteration 3F (35569.130000 sec): 3 clusters
  Score: Raw -225332.061049 + Penalty 2630.275927 = -222701.785122
  nChanged 177
		SP:Iteration 4F (35569.310000 sec): 3 clusters
  Score: Raw -225486.642224 + Penalty 2630.275927 = -222856.366298
  nChanged 133
		SP:Iteration 5Q (35569.490000 sec): 3 clusters
  Score: Raw -225585.410300 + Penalty 2630.275927 = -222955.134374
  nChanged 110
		SP:Iteration 6Q (35569.660000 sec): 3 clusters
  Score: Raw -225660.748548 + Penalty 2630.275927 = -223030.472621
  nChanged 72
		SP:Iteration 7Q (35569.840000 sec): 3 clusters
  Score: Raw -225708.240668 + Penalty 2630.275927 = -223077.964741
  nChanged 62
		SP:Iteration 8Q (35570.020000 sec): 3 clusters
  Score: Raw -225743.231854 + Penalty 2630.275927 = -223112.955928
  nChanged 50
		SP:Iteration 9Q (35570.190000 sec): 3 clusters
  Score: Raw -225778.649615 + Penalty 2630.275927 = -223148.373689
  nChanged 52
		SP:Iteration 10Q (35570.370000 sec): 3 clusters
  Score: Raw -225815.172089 + Penalty 2630.275927 = -223184.896162
  nChanged 46
		SP:Iteration 11Q (35570.540000 sec): 3 clusters
  Score: Raw -225842.625304 + Penalty 2630.275927 = -223212.349377
  nChanged 32
		SP:Iteration 12Q (35570.720000 sec): 3 clusters
  Score: Raw -225861.148616 + Penalty 2630.275927 = -223230.872689
  nChanged 31
		SP:Iteration 13Q (35570.900000 sec): 3 clusters
  Score: Raw -225877.607851 + Penalty 2630.275927 = -223247.331924
  nChanged 25
		SP:Iteration 14Q (35571.070000 sec): 3 clusters
  Score: Raw -225887.988866 + Penalty 2630.275927 = -223257.712940
  nChanged 25
		SP:Iteration 15Q (35571.250000 sec): 3 clusters
  Score: Raw -225897.407539 + Penalty 2630.275927 = -223267.131612
  nChanged 17
		SP:Iteration 16Q (35571.420000 sec): 3 clusters
  Score: Raw -225905.010511 + Penalty 2630.275927 = -223274.734584
  nChanged 16
		SP:Iteration 17Q (35571.600000 sec): 3 clusters
  Score: Raw -225912.683899 + Penalty 2630.275927 = -223282.407973
  nChanged 19
		SP:Iteration 18Q (35571.780000 sec): 3 clusters
  Score: Raw -225925.388701 + Penalty 2630.275927 = -223295.112774
  nChanged 20
		SP:Iteration 19Q (35571.950000 sec): 3 clusters
  Score: Raw -225934.018012 + Penalty 2630.275927 = -223303.742085
  nChanged 17
		SP:Iteration 20F (35572.130000 sec): 3 clusters
  Score: Raw -225942.187009 + Penalty 2630.275927 = -223311.911082
  nChanged 11
		SP:Iteration 21Q (35572.300000 sec): 3 clusters
  Score: Raw -225947.587235 + Penalty 2630.275927 = -223317.311308
  nChanged 11
		SP:Iteration 22Q (35572.480000 sec): 3 clusters
  Score: Raw -225952.917221 + Penalty 2630.275927 = -223322.641295
  nChanged 13
		SP:Iteration 23Q (35572.660000 sec): 3 clusters
  Score: Raw -225959.996364 + Penalty 2630.275927 = -223329.720437
  nChanged 10
		SP:Iteration 24Q (35572.830000 sec): 3 clusters
  Score: Raw -225967.615006 + Penalty 2630.275927 = -223337.339079
  nChanged 15
		SP:Iteration 25Q (35573.010000 sec): 3 clusters
  Score: Raw -225982.781696 + Penalty 2630.275927 = -223352.505769
  nChanged 20
		SP:Iteration 26Q (35573.180000 sec): 3 clusters
  Score: Raw -225998.309743 + Penalty 2630.275927 = -223368.033816
  nChanged 15
		SP:Iteration 27Q (35573.360000 sec): 3 clusters
  Score: Raw -226007.161606 + Penalty 2630.275927 = -223376.885679
  nChanged 17
		SP:Iteration 28Q (35573.540000 sec): 3 clusters
  Score: Raw -226015.772290 + Penalty 2630.275927 = -223385.496363
  nChanged 14
		SP:Iteration 29Q (35573.710000 sec): 3 clusters
  Score: Raw -226022.883516 + Penalty 2630.275927 = -223392.607589
  nChanged 11
		SP:Iteration 30Q (35573.890000 sec): 3 clusters
  Score: Raw -226030.634946 + Penalty 2630.275927 = -223400.359019
  nChanged 14
		SP:Iteration 31Q (35574.060000 sec): 3 clusters
  Score: Raw -226042.093788 + Penalty 2630.275927 = -223411.817861
  nChanged 15
		SP:Iteration 32Q (35574.240000 sec): 3 clusters
  Score: Raw -226055.935322 + Penalty 2630.275927 = -223425.659395
  nChanged 12
		SP:Iteration 33Q (35574.420000 sec): 3 clusters
  Score: Raw -226062.486554 + Penalty 2630.275927 = -223432.210627
  nChanged 5
		SP:Iteration 34Q (35574.590000 sec): 3 clusters
  Score: Raw -226063.951954 + Penalty 2630.275927 = -223433.676027
  nChanged 2
		SP:Iteration 35Q (35574.770000 sec): 3 clusters
  Score: Raw -226064.925263 + Penalty 2630.275927 = -223434.649336
  nChanged 1
		SP:Iteration 36Q (35574.940000 sec): 3 clusters
  Score: Raw -226065.251494 + Penalty 2630.275927 = -223434.975568
  nChanged 2
		SP:Iteration 37Q (35575.120000 sec): 3 clusters
  Score: Raw -226065.536130 + Penalty 2630.275927 = -223435.260203
  nChanged 2
		SP:Iteration 38Q (35575.300000 sec): 3 clusters
  Score: Raw -226066.685925 + Penalty 2630.275927 = -223436.409998
  nChanged 3
		SP:Iteration 39Q (35575.470000 sec): 3 clusters
  Score: Raw -226068.332293 + Penalty 2630.275927 = -223438.056366
  nChanged 2
		SP:Iteration 40F (35575.640000 sec): 3 clusters
  Score: Raw -226069.306711 + Penalty 2630.275927 = -223439.030784
  nChanged 1
		SP:Iteration 41Q (35575.820000 sec): 3 clusters
  Score: Raw -226069.470630 + Penalty 2630.275927 = -223439.194703
  nChanged 0
		SP:Iteration 42F (35576.000000 sec): 3 clusters
  Score: Raw -226069.470630 + Penalty 2630.275927 = -223439.194703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35576.080000 sec): 2 clusters
  Score: Raw -115490.182880 + Penalty 1200.402163 = -114289.780717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35576.260000 sec): 3 clusters
  Score: Raw -114893.174131 + Penalty 2400.804327 = -112492.369804
  nChanged 526
		SP:Iteration 1F (35576.430000 sec): 3 clusters
  Score: Raw -115330.017442 + Penalty 2400.804327 = -112929.213115
  nChanged 154
		SP:Iteration 2F (35576.610000 sec): 3 clusters
  Score: Raw -115520.585193 + Penalty 2400.804327 = -113119.780867
  nChanged 105
		SP:Iteration 3F (35576.780000 sec): 3 clusters
  Score: Raw -115641.993272 + Penalty 2400.804327 = -113241.188946
  nChanged 74
		SP:Iteration 4Q (35576.960000 sec): 3 clusters
  Score: Raw -115723.485395 + Penalty 2400.804327 = -113322.681069
  nChanged 57
		SP:Iteration 5Q (35577.140000 sec): 3 clusters
  Score: Raw -115798.329322 + Penalty 2400.804327 = -113397.524996
  nChanged 47
		SP:Iteration 6Q (35577.310000 sec): 3 clusters
  Score: Raw -115867.386956 + Penalty 2400.804327 = -113466.582630
  nChanged 49
		SP:Iteration 7Q (35577.490000 sec): 3 clusters
  Score: Raw -115929.262304 + Penalty 2400.804327 = -113528.457977
  nChanged 39
		SP:Iteration 8Q (35577.660000 sec): 3 clusters
  Score: Raw -115971.751612 + Penalty 2400.804327 = -113570.947285
  nChanged 35
		SP:Iteration 9Q (35577.840000 sec): 3 clusters
  Score: Raw -116009.092912 + Penalty 2400.804327 = -113608.288585
  nChanged 26
		SP:Iteration 10Q (35578.020000 sec): 3 clusters
  Score: Raw -116037.246601 + Penalty 2400.804327 = -113636.442274
  nChanged 25
		SP:Iteration 11Q (35578.190000 sec): 3 clusters
  Score: Raw -116063.937725 + Penalty 2400.804327 = -113663.133398
  nChanged 18
		SP:Iteration 12Q (35578.370000 sec): 3 clusters
  Score: Raw -116080.407205 + Penalty 2400.804327 = -113679.602879
  nChanged 11
		SP:Iteration 13Q (35578.540000 sec): 3 clusters
  Score: Raw -116089.912003 + Penalty 2400.804327 = -113689.107677
  nChanged 8
		SP:Iteration 14Q (35578.720000 sec): 3 clusters
  Score: Raw -116097.421742 + Penalty 2400.804327 = -113696.617415
  nChanged 7
		SP:Iteration 15Q (35578.900000 sec): 3 clusters
  Score: Raw -116102.293697 + Penalty 2400.804327 = -113701.489370
  nChanged 5
		SP:Iteration 16Q (35579.070000 sec): 3 clusters
  Score: Raw -116104.569680 + Penalty 2400.804327 = -113703.765354
  nChanged 3
		SP:Iteration 17Q (35579.250000 sec): 3 clusters
  Score: Raw -116105.539831 + Penalty 2400.804327 = -113704.735504
  nChanged 0
		SP:Iteration 18F (35579.420000 sec): 3 clusters
  Score: Raw -116105.539831 + Penalty 2400.804327 = -113704.735504
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35579.500000 sec): 2 clusters
  Score: Raw -225380.397534 + Penalty 1284.274356 = -224096.123178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35579.670000 sec): 3 clusters
  Score: Raw -224202.348724 + Penalty 2568.548713 = -221633.800011
  nChanged 972
		SP:Iteration 1F (35579.840000 sec): 3 clusters
  Score: Raw -225113.992496 + Penalty 2568.548713 = -222545.443783
  nChanged 331
		SP:Iteration 2F (35580.020000 sec): 3 clusters
  Score: Raw -225574.964067 + Penalty 2568.548713 = -223006.415354
  nChanged 240
		SP:Iteration 3F (35580.190000 sec): 3 clusters
  Score: Raw -225829.046017 + Penalty 2568.548713 = -223260.497304
  nChanged 139
		SP:Iteration 4F (35580.360000 sec): 3 clusters
  Score: Raw -225965.904919 + Penalty 2568.548713 = -223397.356206
  nChanged 107
		SP:Iteration 5Q (35580.540000 sec): 3 clusters
  Score: Raw -226053.559181 + Penalty 2568.548713 = -223485.010468
  nChanged 64
		SP:Iteration 6Q (35580.710000 sec): 3 clusters
  Score: Raw -226087.704785 + Penalty 2568.548713 = -223519.156072
  nChanged 32
		SP:Iteration 7Q (35580.880000 sec): 3 clusters
  Score: Raw -226103.656684 + Penalty 2568.548713 = -223535.107971
  nChanged 22
		SP:Iteration 8Q (35581.060000 sec): 3 clusters
  Score: Raw -226115.302994 + Penalty 2568.548713 = -223546.754281
  nChanged 11
		SP:Iteration 9Q (35581.230000 sec): 3 clusters
  Score: Raw -226119.533429 + Penalty 2568.548713 = -223550.984717
  nChanged 9
		SP:Iteration 10Q (35581.400000 sec): 3 clusters
  Score: Raw -226122.644844 + Penalty 2568.548713 = -223554.096131
  nChanged 1
		SP:Iteration 11Q (35581.580000 sec): 3 clusters
  Score: Raw -226122.971648 + Penalty 2568.548713 = -223554.422936
  nChanged 1
		SP:Iteration 12Q (35581.750000 sec): 3 clusters
  Score: Raw -226123.417224 + Penalty 2568.548713 = -223554.868511
  nChanged 1
		SP:Iteration 13Q (35581.930000 sec): 3 clusters
  Score: Raw -226123.668253 + Penalty 2568.548713 = -223555.119540
  nChanged 0
		SP:Iteration 14F (35582.100000 sec): 3 clusters
  Score: Raw -226123.668253 + Penalty 2568.548713 = -223555.119540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35582.180000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35582.360000 sec): 3 clusters
  Score: Raw -15711.679897 + Penalty 1725.187002 = -13986.492895
  nChanged 28
		SP:Iteration 1F (35582.530000 sec): 3 clusters
  Score: Raw -15793.155957 + Penalty 1725.187002 = -14067.968955
  nChanged 7
		SP:Iteration 2Q (35582.700000 sec): 3 clusters
  Score: Raw -15822.341335 + Penalty 1725.187002 = -14097.154333
  nChanged 3
		SP:Iteration 3Q (35582.880000 sec): 3 clusters
  Score: Raw -15834.471574 + Penalty 1725.187002 = -14109.284572
  nChanged 1
		SP:Iteration 4Q (35583.050000 sec): 3 clusters
  Score: Raw -15836.299248 + Penalty 1725.187002 = -14111.112247
  nChanged 0
		SP:Iteration 5F (35583.230000 sec): 3 clusters
  Score: Raw -15836.299248 + Penalty 1725.187002 = -14111.112247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35583.320000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35583.490000 sec): 3 clusters
  Score: Raw -35125.075052 + Penalty 2013.844342 = -33111.230711
  nChanged 120
		SP:Iteration 1F (35583.660000 sec): 3 clusters
  Score: Raw -35311.785746 + Penalty 2013.844342 = -33297.941404
  nChanged 34
		SP:Iteration 2F (35583.830000 sec): 3 clusters
  Score: Raw -35387.185604 + Penalty 2013.844342 = -33373.341263
  nChanged 14
		SP:Iteration 3Q (35584.010000 sec): 3 clusters
  Score: Raw -35420.673609 + Penalty 2013.844342 = -33406.829268
  nChanged 6
		SP:Iteration 4Q (35584.180000 sec): 3 clusters
  Score: Raw -35428.749415 + Penalty 2013.844342 = -33414.905074
  nChanged 2
		SP:Iteration 5Q (35584.350000 sec): 3 clusters
  Score: Raw -35439.110342 + Penalty 2013.844342 = -33425.266001
  nChanged 1
		SP:Iteration 6Q (35584.530000 sec): 3 clusters
  Score: Raw -35439.921412 + Penalty 2013.844342 = -33426.077070
  nChanged 0
		SP:Iteration 7F (35584.700000 sec): 3 clusters
  Score: Raw -35439.921412 + Penalty 2013.844342 = -33426.077070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35584.790000 sec): 2 clusters
  Score: Raw -119204.818331 + Penalty 1183.336969 = -118021.481362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35584.960000 sec): 3 clusters
  Score: Raw -118679.550544 + Penalty 2366.673939 = -116312.876605
  nChanged 478
		SP:Iteration 1F (35585.130000 sec): 3 clusters
  Score: Raw -119055.447925 + Penalty 2366.673939 = -116688.773986
  nChanged 114
		SP:Iteration 2F (35585.310000 sec): 3 clusters
  Score: Raw -119157.121590 + Penalty 2366.673939 = -116790.447651
  nChanged 50
		SP:Iteration 3Q (35585.480000 sec): 3 clusters
  Score: Raw -119195.916863 + Penalty 2366.673939 = -116829.242924
  nChanged 51
		SP:Iteration 4Q (35585.650000 sec): 3 clusters
  Score: Raw -119248.019998 + Penalty 2366.673939 = -116881.346059
  nChanged 54
		SP:Iteration 5Q (35585.840000 sec): 3 clusters
  Score: Raw -119307.726811 + Penalty 2366.673939 = -116941.052872
  nChanged 58
		SP:Iteration 6Q (35586.000000 sec): 3 clusters
  Score: Raw -119371.611650 + Penalty 2366.673939 = -117004.937711
  nChanged 48
		SP:Iteration 7Q (35586.170000 sec): 3 clusters
  Score: Raw -119429.992209 + Penalty 2366.673939 = -117063.318270
  nChanged 43
		SP:Iteration 8Q (35586.350000 sec): 3 clusters
  Score: Raw -119473.756889 + Penalty 2366.673939 = -117107.082950
  nChanged 42
		SP:Iteration 9Q (35586.520000 sec): 3 clusters
  Score: Raw -119517.943944 + Penalty 2366.673939 = -117151.270005
  nChanged 26
		SP:Iteration 10Q (35586.690000 sec): 3 clusters
  Score: Raw -119544.990211 + Penalty 2366.673939 = -117178.316272
  nChanged 18
		SP:Iteration 11Q (35586.870000 sec): 3 clusters
  Score: Raw -119560.149430 + Penalty 2366.673939 = -117193.475491
  nChanged 10
		SP:Iteration 12Q (35587.040000 sec): 3 clusters
  Score: Raw -119567.959746 + Penalty 2366.673939 = -117201.285807
  nChanged 8
		SP:Iteration 13Q (35587.210000 sec): 3 clusters
  Score: Raw -119573.412807 + Penalty 2366.673939 = -117206.738868
  nChanged 3
		SP:Iteration 14Q (35587.390000 sec): 3 clusters
  Score: Raw -119576.547534 + Penalty 2366.673939 = -117209.873596
  nChanged 2
		SP:Iteration 15Q (35587.550000 sec): 3 clusters
  Score: Raw -119578.530033 + Penalty 2366.673939 = -117211.856094
  nChanged 6
		SP:Iteration 16Q (35587.730000 sec): 3 clusters
  Score: Raw -119582.399148 + Penalty 2366.673939 = -117215.725209
  nChanged 3
		SP:Iteration 17Q (35587.900000 sec): 3 clusters
  Score: Raw -119584.523193 + Penalty 2366.673939 = -117217.849254
  nChanged 0
		SP:Iteration 18F (35588.070000 sec): 3 clusters
  Score: Raw -119584.523193 + Penalty 2366.673939 = -117217.849254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35588.150000 sec): 2 clusters
  Score: Raw -150820.249223 + Penalty 1244.000980 = -149576.248243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35588.330000 sec): 3 clusters
  Score: Raw -150000.220470 + Penalty 2488.001960 = -147512.218511
  nChanged 754
		SP:Iteration 1F (35588.500000 sec): 3 clusters
  Score: Raw -150558.302687 + Penalty 2488.001960 = -148070.300727
  nChanged 151
		SP:Iteration 2F (35588.680000 sec): 3 clusters
  Score: Raw -150685.673171 + Penalty 2488.001960 = -148197.671211
  nChanged 94
		SP:Iteration 3Q (35588.850000 sec): 3 clusters
  Score: Raw -150775.829545 + Penalty 2488.001960 = -148287.827586
  nChanged 90
		SP:Iteration 4Q (35589.020000 sec): 3 clusters
  Score: Raw -150839.950645 + Penalty 2488.001960 = -148351.948685
  nChanged 54
		SP:Iteration 5Q (35589.200000 sec): 3 clusters
  Score: Raw -150883.758465 + Penalty 2488.001960 = -148395.756506
  nChanged 56
		SP:Iteration 6Q (35589.370000 sec): 3 clusters
  Score: Raw -150929.040268 + Penalty 2488.001960 = -148441.038308
  nChanged 59
		SP:Iteration 7Q (35589.550000 sec): 3 clusters
  Score: Raw -150969.800712 + Penalty 2488.001960 = -148481.798752
  nChanged 40
		SP:Iteration 8Q (35589.730000 sec): 3 clusters
  Score: Raw -150989.973869 + Penalty 2488.001960 = -148501.971910
  nChanged 28
		SP:Iteration 9Q (35589.880000 sec): 3 clusters
  Score: Raw -151005.072210 + Penalty 2488.001960 = -148517.070250
  nChanged 20
		SP:Iteration 10Q (35590.050000 sec): 3 clusters
  Score: Raw -151017.221236 + Penalty 2488.001960 = -148529.219276
  nChanged 14
		SP:Iteration 11Q (35590.230000 sec): 3 clusters
  Score: Raw -151025.473747 + Penalty 2488.001960 = -148537.471788
  nChanged 15
		SP:Iteration 12Q (35590.400000 sec): 3 clusters
  Score: Raw -151033.330123 + Penalty 2488.001960 = -148545.328164
  nChanged 16
		SP:Iteration 13Q (35590.570000 sec): 3 clusters
  Score: Raw -151041.594759 + Penalty 2488.001960 = -148553.592800
  nChanged 16
		SP:Iteration 14Q (35590.790000 sec): 3 clusters
  Score: Raw -151048.011234 + Penalty 2488.001960 = -148560.009274
  nChanged 11
		SP:Iteration 15Q (35590.950000 sec): 3 clusters
  Score: Raw -151052.522827 + Penalty 2488.001960 = -148564.520867
  nChanged 11
		SP:Iteration 16Q (35591.110000 sec): 3 clusters
  Score: Raw -151057.457662 + Penalty 2488.001960 = -148569.455703
  nChanged 8
		SP:Iteration 17Q (35591.230000 sec): 3 clusters
  Score: Raw -151061.394074 + Penalty 2488.001960 = -148573.392115
  nChanged 15
		SP:Iteration 18Q (35591.400000 sec): 3 clusters
  Score: Raw -151070.877795 + Penalty 2488.001960 = -148582.875835
  nChanged 15
		SP:Iteration 19Q (35591.580000 sec): 3 clusters
  Score: Raw -151078.024517 + Penalty 2488.001960 = -148590.022558
  nChanged 10
		SP:Iteration 20F (35591.750000 sec): 3 clusters
  Score: Raw -151084.038165 + Penalty 2488.001960 = -148596.036206
  nChanged 14
		SP:Iteration 21Q (35591.930000 sec): 3 clusters
  Score: Raw -151091.383756 + Penalty 2488.001960 = -148603.381796
  nChanged 15
		SP:Iteration 22Q (35592.100000 sec): 3 clusters
  Score: Raw -151099.466605 + Penalty 2488.001960 = -148611.464646
  nChanged 9
		SP:Iteration 23Q (35592.270000 sec): 3 clusters
  Score: Raw -151104.780527 + Penalty 2488.001960 = -148616.778567
  nChanged 7
		SP:Iteration 24Q (35592.450000 sec): 3 clusters
  Score: Raw -151110.368679 + Penalty 2488.001960 = -148622.366719
  nChanged 8
		SP:Iteration 25Q (35592.620000 sec): 3 clusters
  Score: Raw -151115.885419 + Penalty 2488.001960 = -148627.883459
  nChanged 8
		SP:Iteration 26Q (35592.800000 sec): 3 clusters
  Score: Raw -151120.735189 + Penalty 2488.001960 = -148632.733229
  nChanged 7
		SP:Iteration 27Q (35592.970000 sec): 3 clusters
  Score: Raw -151126.666950 + Penalty 2488.001960 = -148638.664991
  nChanged 6
		SP:Iteration 28Q (35593.140000 sec): 3 clusters
  Score: Raw -151129.920965 + Penalty 2488.001960 = -148641.919005
  nChanged 5
		SP:Iteration 29Q (35593.320000 sec): 3 clusters
  Score: Raw -151132.675046 + Penalty 2488.001960 = -148644.673086
  nChanged 6
		SP:Iteration 30Q (35593.490000 sec): 3 clusters
  Score: Raw -151135.683712 + Penalty 2488.001960 = -148647.681753
  nChanged 5
		SP:Iteration 31Q (35593.660000 sec): 3 clusters
  Score: Raw -151138.321335 + Penalty 2488.001960 = -148650.319376
  nChanged 7
		SP:Iteration 32Q (35593.840000 sec): 3 clusters
  Score: Raw -151145.647035 + Penalty 2488.001960 = -148657.645075
  nChanged 6
		SP:Iteration 33Q (35594.010000 sec): 3 clusters
  Score: Raw -151149.968250 + Penalty 2488.001960 = -148661.966291
  nChanged 6
		SP:Iteration 34Q (35594.230000 sec): 3 clusters
  Score: Raw -151154.936762 + Penalty 2488.001960 = -148666.934803
  nChanged 6
		SP:Iteration 35Q (35594.390000 sec): 3 clusters
  Score: Raw -151157.003016 + Penalty 2488.001960 = -148669.001057
  nChanged 0
		SP:Iteration 36F (35594.550000 sec): 3 clusters
  Score: Raw -151157.003016 + Penalty 2488.001960 = -148669.001057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35594.610000 sec): 2 clusters
  Score: Raw -59363.088572 + Penalty 1076.626260 = -58286.462312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35594.820000 sec): 3 clusters
  Score: Raw -59203.591138 + Penalty 2153.252520 = -57050.338618
  nChanged 196
		SP:Iteration 1F (35594.970000 sec): 3 clusters
  Score: Raw -59420.654107 + Penalty 2153.252520 = -57267.401587
  nChanged 69
		SP:Iteration 2F (35595.130000 sec): 3 clusters
  Score: Raw -59568.499793 + Penalty 2153.252520 = -57415.247273
  nChanged 52
		SP:Iteration 3F (35595.290000 sec): 3 clusters
  Score: Raw -59715.356026 + Penalty 2153.252520 = -57562.103506
  nChanged 39
		SP:Iteration 4F (35595.450000 sec): 3 clusters
  Score: Raw -59821.763177 + Penalty 2153.252520 = -57668.510658
  nChanged 30
		SP:Iteration 5Q (35595.610000 sec): 3 clusters
  Score: Raw -59936.058033 + Penalty 2153.252520 = -57782.805514
  nChanged 28
		SP:Iteration 6Q (35595.770000 sec): 3 clusters
  Score: Raw -60017.323542 + Penalty 2153.252520 = -57864.071022
  nChanged 16
		SP:Iteration 7Q (35595.930000 sec): 3 clusters
  Score: Raw -60052.213688 + Penalty 2153.252520 = -57898.961169
  nChanged 16
		SP:Iteration 8Q (35596.080000 sec): 3 clusters
  Score: Raw -60081.792286 + Penalty 2153.252520 = -57928.539766
  nChanged 13
		SP:Iteration 9Q (35596.240000 sec): 3 clusters
  Score: Raw -60114.732507 + Penalty 2153.252520 = -57961.479987
  nChanged 14
		SP:Iteration 10Q (35596.420000 sec): 3 clusters
  Score: Raw -60139.064419 + Penalty 2153.252520 = -57985.811899
  nChanged 20
		SP:Iteration 11Q (35596.580000 sec): 3 clusters
  Score: Raw -60165.289886 + Penalty 2153.252520 = -58012.037366
  nChanged 19
		SP:Iteration 12Q (35596.730000 sec): 3 clusters
  Score: Raw -60198.429912 + Penalty 2153.252520 = -58045.177392
  nChanged 26
		SP:Iteration 13Q (35596.850000 sec): 3 clusters
  Score: Raw -60242.587753 + Penalty 2153.252520 = -58089.335233
  nChanged 23
		SP:Iteration 14Q (35597.010000 sec): 3 clusters
  Score: Raw -60300.759873 + Penalty 2153.252520 = -58147.507353
  nChanged 19
		SP:Iteration 15Q (35597.170000 sec): 3 clusters
  Score: Raw -60346.578157 + Penalty 2153.252520 = -58193.325637
  nChanged 10
		SP:Iteration 16Q (35597.330000 sec): 3 clusters
  Score: Raw -60363.558176 + Penalty 2153.252520 = -58210.305657
  nChanged 7
		SP:Iteration 17Q (35597.490000 sec): 3 clusters
  Score: Raw -60370.803679 + Penalty 2153.252520 = -58217.551159
  nChanged 3
		SP:Iteration 18Q (35597.650000 sec): 3 clusters
  Score: Raw -60373.643550 + Penalty 2153.252520 = -58220.391031
  nChanged 2
		SP:Iteration 19Q (35597.810000 sec): 3 clusters
  Score: Raw -60376.522869 + Penalty 2153.252520 = -58223.270349
  nChanged 4
		SP:Iteration 20F (35597.970000 sec): 3 clusters
  Score: Raw -60382.813349 + Penalty 2153.252520 = -58229.560830
  nChanged 3
		SP:Iteration 21Q (35598.130000 sec): 3 clusters
  Score: Raw -60392.566651 + Penalty 2153.252520 = -58239.314131
  nChanged 6
		SP:Iteration 22Q (35598.290000 sec): 3 clusters
  Score: Raw -60402.431697 + Penalty 2153.252520 = -58249.179178
  nChanged 4
		SP:Iteration 23Q (35598.450000 sec): 3 clusters
  Score: Raw -60414.695196 + Penalty 2153.252520 = -58261.442676
  nChanged 4
		SP:Iteration 24Q (35598.610000 sec): 3 clusters
  Score: Raw -60423.970601 + Penalty 2153.252520 = -58270.718082
  nChanged 1
		SP:Iteration 25Q (35598.770000 sec): 3 clusters
  Score: Raw -60425.623765 + Penalty 2153.252520 = -58272.371245
  nChanged 3
		SP:Iteration 26Q (35598.930000 sec): 3 clusters
  Score: Raw -60433.350091 + Penalty 2153.252520 = -58280.097571
  nChanged 3
		SP:Iteration 27Q (35599.090000 sec): 3 clusters
  Score: Raw -60438.744161 + Penalty 2153.252520 = -58285.491642
  nChanged 4
		SP:Iteration 28Q (35599.250000 sec): 3 clusters
  Score: Raw -60474.358218 + Penalty 2153.252520 = -58321.105698
  nChanged 12
		SP:Iteration 29Q (35599.420000 sec): 3 clusters
  Score: Raw -60546.526260 + Penalty 2153.252520 = -58393.273740
  nChanged 13
		SP:Iteration 30Q (35599.580000 sec): 3 clusters
  Score: Raw -60671.268797 + Penalty 2153.252520 = -58518.016277
  nChanged 9
		SP:Iteration 31Q (35599.740000 sec): 3 clusters
  Score: Raw -60775.815385 + Penalty 2153.252520 = -58622.562866
  nChanged 4
		SP:Iteration 32Q (35599.900000 sec): 3 clusters
  Score: Raw -60797.215805 + Penalty 2153.252520 = -58643.963285
  nChanged 2
		SP:Iteration 33Q (35600.060000 sec): 3 clusters
  Score: Raw -60807.895069 + Penalty 2153.252520 = -58654.642550
  nChanged 2
		SP:Iteration 34Q (35600.220000 sec): 3 clusters
  Score: Raw -60819.405209 + Penalty 2153.252520 = -58666.152689
  nChanged 1
		SP:Iteration 35Q (35600.390000 sec): 3 clusters
  Score: Raw -60821.867483 + Penalty 2153.252520 = -58668.614963
  nChanged 2
		SP:Iteration 36Q (35600.550000 sec): 3 clusters
  Score: Raw -60828.000207 + Penalty 2153.252520 = -58674.747688
  nChanged 0
		SP:Iteration 37F (35600.710000 sec): 3 clusters
  Score: Raw -60849.215404 + Penalty 2153.252520 = -58695.962885
  nChanged 3
		SP:Iteration 38Q (35600.870000 sec): 3 clusters
  Score: Raw -60874.400696 + Penalty 2153.252520 = -58721.148176
  nChanged 1
		SP:Iteration 39Q (35601.030000 sec): 3 clusters
  Score: Raw -60876.511542 + Penalty 2153.252520 = -58723.259022
  nChanged 0
		SP:Iteration 40F (35601.080000 sec): 3 clusters
  Score: Raw -60876.511542 + Penalty 2153.252520 = -58723.259022
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35601.160000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35601.340000 sec): 3 clusters
  Score: Raw -33375.663469 + Penalty 1960.753022 = -31414.910447
  nChanged 78
		SP:Iteration 1F (35601.510000 sec): 3 clusters
  Score: Raw -33486.554558 + Penalty 1960.753022 = -31525.801536
  nChanged 22
		SP:Iteration 2F (35601.680000 sec): 3 clusters
  Score: Raw -33520.556020 + Penalty 1960.753022 = -31559.802998
  nChanged 12
		SP:Iteration 3Q (35601.850000 sec): 3 clusters
  Score: Raw -33544.077194 + Penalty 1960.753022 = -31583.324172
  nChanged 8
		SP:Iteration 4Q (35602.010000 sec): 3 clusters
  Score: Raw -33560.667833 + Penalty 1960.753022 = -31599.914811
  nChanged 6
		SP:Iteration 5Q (35602.170000 sec): 3 clusters
  Score: Raw -33569.316890 + Penalty 1960.753022 = -31608.563868
  nChanged 2
		SP:Iteration 6Q (35602.340000 sec): 3 clusters
  Score: Raw -33570.688726 + Penalty 1960.753022 = -31609.935704
  nChanged 2
		SP:Iteration 7Q (35602.500000 sec): 3 clusters
  Score: Raw -33572.828433 + Penalty 1960.753022 = -31612.075411
  nChanged 1
		SP:Iteration 8Q (35602.660000 sec): 3 clusters
  Score: Raw -33577.418982 + Penalty 1960.753022 = -31616.665960
  nChanged 3
		SP:Iteration 9Q (35602.750000 sec): 3 clusters
  Score: Raw -33580.595377 + Penalty 1960.753022 = -31619.842355
  nChanged 3
		SP:Iteration 10Q (35602.750000 sec): 3 clusters
  Score: Raw -33583.302758 + Penalty 1960.753022 = -31622.549736
  nChanged 1
		SP:Iteration 11Q (35602.760000 sec): 3 clusters
  Score: Raw -33583.909551 + Penalty 1960.753022 = -31623.156529
  nChanged 0
		SP:Iteration 12F (35602.770000 sec): 3 clusters
  Score: Raw -33583.909551 + Penalty 1960.753022 = -31623.156529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35603.350000 sec): 2 clusters
  Score: Raw -6020308.511366 + Penalty 1832.387046 = -6018476.124320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35604.180000 sec): 3 clusters
  Score: Raw -5969357.221187 + Penalty 3664.774091 = -5965692.447096
  nChanged 37560
		SP:Iteration 1F (35605.010000 sec): 3 clusters
  Score: Raw -5991229.006496 + Penalty 3664.774091 = -5987564.232405
  nChanged 3559
		SP:Iteration 2Q (35605.780000 sec): 3 clusters
  Score: Raw -5992566.502557 + Penalty 3664.774091 = -5988901.728466
  nChanged 3882
		SP:Iteration 3Q (35606.580000 sec): 3 clusters
  Score: Raw -5994225.627609 + Penalty 3664.774091 = -5990560.853518
  nChanged 4255
		SP:Iteration 4F (35607.310000 sec): 3 clusters
  Score: Raw -5996315.743823 + Penalty 3664.774091 = -5992650.969732
  nChanged 4602
		SP:Iteration 5F (35608.150000 sec): 3 clusters
  Score: Raw -5998960.282203 + Penalty 3664.774091 = -5995295.508112
  nChanged 4777
		SP:Iteration 6F (35608.910000 sec): 3 clusters
  Score: Raw -6002090.422838 + Penalty 3664.774091 = -5998425.648747
  nChanged 4753
		SP:Iteration 7F (35609.720000 sec): 3 clusters
  Score: Raw -6005247.320796 + Penalty 3664.774091 = -6001582.546705
  nChanged 4273
		SP:Iteration 8F (35610.490000 sec): 3 clusters
  Score: Raw -6008063.008262 + Penalty 3664.774091 = -6004398.234171
  nChanged 3556
		SP:Iteration 9Q (35611.330000 sec): 3 clusters
  Score: Raw -6010220.846291 + Penalty 3664.774091 = -6006556.072200
  nChanged 2719
		SP:Iteration 10Q (35612.190000 sec): 3 clusters
  Score: Raw -6011645.901186 + Penalty 3664.774091 = -6007981.127095
  nChanged 2063
		SP:Iteration 11Q (35612.980000 sec): 3 clusters
  Score: Raw -6012578.048833 + Penalty 3664.774091 = -6008913.274742
  nChanged 1680
		SP:Iteration 12Q (35613.740000 sec): 3 clusters
  Score: Raw -6013294.025272 + Penalty 3664.774091 = -6009629.251181
  nChanged 1472
		SP:Iteration 13Q (35614.550000 sec): 3 clusters
  Score: Raw -6013899.268940 + Penalty 3664.774091 = -6010234.494849
  nChanged 1410
		SP:Iteration 14Q (35615.330000 sec): 3 clusters
  Score: Raw -6014498.510068 + Penalty 3664.774091 = -6010833.735977
  nChanged 1348
		SP:Iteration 15Q (35616.150000 sec): 3 clusters
  Score: Raw -6015077.117284 + Penalty 3664.774091 = -6011412.343193
  nChanged 1266
		SP:Iteration 16Q (35616.820000 sec): 3 clusters
  Score: Raw -6015692.174367 + Penalty 3664.774091 = -6012027.400276
  nChanged 1271
		SP:Iteration 17Q (35617.570000 sec): 3 clusters
  Score: Raw -6016362.451176 + Penalty 3664.774091 = -6012697.677085
  nChanged 1265
		SP:Iteration 18Q (35618.260000 sec): 3 clusters
  Score: Raw -6017055.600503 + Penalty 3664.774091 = -6013390.826412
  nChanged 1188
		SP:Iteration 19Q (35619.020000 sec): 3 clusters
  Score: Raw -6017732.296510 + Penalty 3664.774091 = -6014067.522419
  nChanged 1087
		SP:Iteration 20F (35619.800000 sec): 3 clusters
  Score: Raw -6018335.539882 + Penalty 3664.774091 = -6014670.765791
  nChanged 936
		SP:Iteration 21Q (35620.540000 sec): 3 clusters
  Score: Raw -6018840.142530 + Penalty 3664.774091 = -6015175.368439
  nChanged 843
		SP:Iteration 22Q (35621.280000 sec): 3 clusters
  Score: Raw -6019301.155775 + Penalty 3664.774091 = -6015636.381684
  nChanged 727
		SP:Iteration 23Q (35622.050000 sec): 3 clusters
  Score: Raw -6019642.726832 + Penalty 3664.774091 = -6015977.952741
  nChanged 641
		SP:Iteration 24Q (35622.700000 sec): 3 clusters
  Score: Raw -6019944.888961 + Penalty 3664.774091 = -6016280.114870
  nChanged 591
		SP:Iteration 25Q (35623.450000 sec): 3 clusters
  Score: Raw -6020210.177660 + Penalty 3664.774091 = -6016545.403569
  nChanged 499
		SP:Iteration 26Q (35624.230000 sec): 3 clusters
  Score: Raw -6020405.923966 + Penalty 3664.774091 = -6016741.149875
  nChanged 393
		SP:Iteration 27Q (35625.010000 sec): 3 clusters
  Score: Raw -6020553.114833 + Penalty 3664.774091 = -6016888.340742
  nChanged 353
		SP:Iteration 28Q (35625.760000 sec): 3 clusters
  Score: Raw -6020683.274853 + Penalty 3664.774091 = -6017018.500762
  nChanged 306
		SP:Iteration 29Q (35626.500000 sec): 3 clusters
  Score: Raw -6020793.646189 + Penalty 3664.774091 = -6017128.872098
  nChanged 260
		SP:Iteration 30Q (35627.230000 sec): 3 clusters
  Score: Raw -6020886.752701 + Penalty 3664.774091 = -6017221.978610
  nChanged 230
		SP:Iteration 31Q (35627.920000 sec): 3 clusters
  Score: Raw -6020963.134291 + Penalty 3664.774091 = -6017298.360200
  nChanged 189
		SP:Iteration 32Q (35628.650000 sec): 3 clusters
  Score: Raw -6021019.534461 + Penalty 3664.774091 = -6017354.760370
  nChanged 158
		SP:Iteration 33Q (35629.370000 sec): 3 clusters
  Score: Raw -6021068.868716 + Penalty 3664.774091 = -6017404.094625
  nChanged 143
		SP:Iteration 34Q (35630.110000 sec): 3 clusters
  Score: Raw -6021108.039213 + Penalty 3664.774091 = -6017443.265122
  nChanged 123
		SP:Iteration 35Q (35630.870000 sec): 3 clusters
  Score: Raw -6021142.832198 + Penalty 3664.774091 = -6017478.058107
  nChanged 108
		SP:Iteration 36Q (35631.620000 sec): 3 clusters
  Score: Raw -6021169.098446 + Penalty 3664.774091 = -6017504.324355
  nChanged 89
		SP:Iteration 37Q (35632.370000 sec): 3 clusters
  Score: Raw -6021191.428599 + Penalty 3664.774091 = -6017526.654508
  nChanged 84
		SP:Iteration 38Q (35633.120000 sec): 3 clusters
  Score: Raw -6021211.197333 + Penalty 3664.774091 = -6017546.423242
  nChanged 66
		SP:Iteration 39Q (35633.880000 sec): 3 clusters
  Score: Raw -6021226.744040 + Penalty 3664.774091 = -6017561.969949
  nChanged 58
		SP:Iteration 40F (35634.720000 sec): 3 clusters
  Score: Raw -6021238.593918 + Penalty 3664.774091 = -6017573.819827
  nChanged 53
		SP:Iteration 41Q (35635.490000 sec): 3 clusters
  Score: Raw -6021248.285053 + Penalty 3664.774091 = -6017583.510962
  nChanged 43
		SP:Iteration 42Q (35636.190000 sec): 3 clusters
  Score: Raw -6021256.371199 + Penalty 3664.774091 = -6017591.597108
  nChanged 36
		SP:Iteration 43Q (35636.950000 sec): 3 clusters
  Score: Raw -6021263.210654 + Penalty 3664.774091 = -6017598.436563
  nChanged 33
		SP:Iteration 44Q (35637.690000 sec): 3 clusters
  Score: Raw -6021269.140223 + Penalty 3664.774091 = -6017604.366132
  nChanged 23
		SP:Iteration 45Q (35638.440000 sec): 3 clusters
  Score: Raw -6021273.463215 + Penalty 3664.774091 = -6017608.689124
  nChanged 16
		SP:Iteration 46Q (35639.190000 sec): 3 clusters
  Score: Raw -6021276.768108 + Penalty 3664.774091 = -6017611.994017
  nChanged 23
		SP:Iteration 47Q (35639.880000 sec): 3 clusters
  Score: Raw -6021280.795134 + Penalty 3664.774091 = -6017616.021043
  nChanged 17
		SP:Iteration 48Q (35640.570000 sec): 3 clusters
  Score: Raw -6021283.085240 + Penalty 3664.774091 = -6017618.311149
  nChanged 15
		SP:Iteration 49Q (35641.320000 sec): 3 clusters
  Score: Raw -6021284.752499 + Penalty 3664.774091 = -6017619.978408
  nChanged 10
		SP:Iteration 50Q (35642.100000 sec): 3 clusters
  Score: Raw -6021286.455431 + Penalty 3664.774091 = -6017621.681340
  nChanged 16
		SP:Iteration 51Q (35642.840000 sec): 3 clusters
  Score: Raw -6021288.448531 + Penalty 3664.774091 = -6017623.674440
  nChanged 14
		SP:Iteration 52Q (35643.640000 sec): 3 clusters
  Score: Raw -6021290.694557 + Penalty 3664.774091 = -6017625.920466
  nChanged 9
		SP:Iteration 53Q (35644.400000 sec): 3 clusters
  Score: Raw -6021292.175808 + Penalty 3664.774091 = -6017627.401717
  nChanged 13
		SP:Iteration 54Q (35645.180000 sec): 3 clusters
  Score: Raw -6021293.865191 + Penalty 3664.774091 = -6017629.091100
  nChanged 9
		SP:Iteration 55Q (35645.920000 sec): 3 clusters
  Score: Raw -6021294.900222 + Penalty 3664.774091 = -6017630.126130
  nChanged 8
		SP:Iteration 56Q (35646.640000 sec): 3 clusters
  Score: Raw -6021295.636181 + Penalty 3664.774091 = -6017630.862090
  nChanged 5
		SP:Iteration 57Q (35647.390000 sec): 3 clusters
  Score: Raw -6021296.215815 + Penalty 3664.774091 = -6017631.441723
  nChanged 5
		SP:Iteration 58Q (35648.100000 sec): 3 clusters
  Score: Raw -6021296.775682 + Penalty 3664.774091 = -6017632.001591
  nChanged 4
		SP:Iteration 59Q (35648.850000 sec): 3 clusters
  Score: Raw -6021297.181531 + Penalty 3664.774091 = -6017632.407440
  nChanged 1
		SP:Iteration 60F (35649.620000 sec): 3 clusters
  Score: Raw -6021297.312248 + Penalty 3664.774091 = -6017632.538157
  nChanged 1
		SP:Iteration 61Q (35650.290000 sec): 3 clusters
  Score: Raw -6021297.569984 + Penalty 3664.774091 = -6017632.795893
  nChanged 3
		SP:Iteration 62Q (35651.030000 sec): 3 clusters
  Score: Raw -6021298.371743 + Penalty 3664.774091 = -6017633.597652
  nChanged 5
		SP:Iteration 63Q (35651.710000 sec): 3 clusters
  Score: Raw -6021298.941919 + Penalty 3664.774091 = -6017634.167828
  nChanged 3
		SP:Iteration 64Q (35652.480000 sec): 3 clusters
  Score: Raw -6021299.310624 + Penalty 3664.774091 = -6017634.536533
  nChanged 2
		SP:Iteration 65Q (35653.270000 sec): 3 clusters
  Score: Raw -6021299.575894 + Penalty 3664.774091 = -6017634.801803
  nChanged 1
		SP:Iteration 66Q (35654.050000 sec): 3 clusters
  Score: Raw -6021299.754662 + Penalty 3664.774091 = -6017634.980571
  nChanged 1
		SP:Iteration 67Q (35654.840000 sec): 3 clusters
  Score: Raw -6021299.896570 + Penalty 3664.774091 = -6017635.122479
  nChanged 2
		SP:Iteration 68Q (35655.630000 sec): 3 clusters
  Score: Raw -6021300.068087 + Penalty 3664.774091 = -6017635.293996
  nChanged 0
		SP:Iteration 69F (35656.470000 sec): 3 clusters
  Score: Raw -6021300.068087 + Penalty 3664.774091 = -6017635.293996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35656.530000 sec): 2 clusters
  Score: Raw -291539.921580 + Penalty 1343.502171 = -290196.419409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35656.710000 sec): 3 clusters
  Score: Raw -289647.245702 + Penalty 2687.004341 = -286960.241361
  nChanged 1552
		SP:Iteration 1F (35656.880000 sec): 3 clusters
  Score: Raw -290670.574339 + Penalty 2687.004341 = -287983.569998
  nChanged 343
		SP:Iteration 2F (35657.060000 sec): 3 clusters
  Score: Raw -290938.724329 + Penalty 2687.004341 = -288251.719988
  nChanged 256
		SP:Iteration 3F (35657.230000 sec): 3 clusters
  Score: Raw -291114.493016 + Penalty 2687.004341 = -288427.488675
  nChanged 213
		SP:Iteration 4F (35657.410000 sec): 3 clusters
  Score: Raw -291271.165866 + Penalty 2687.004341 = -288584.161525
  nChanged 175
		SP:Iteration 5Q (35657.590000 sec): 3 clusters
  Score: Raw -291410.611938 + Penalty 2687.004341 = -288723.607597
  nChanged 166
		SP:Iteration 6Q (35657.760000 sec): 3 clusters
  Score: Raw -291541.712967 + Penalty 2687.004341 = -288854.708626
  nChanged 150
		SP:Iteration 7Q (35657.930000 sec): 3 clusters
  Score: Raw -291678.922766 + Penalty 2687.004341 = -288991.918425
  nChanged 137
		SP:Iteration 8Q (35658.110000 sec): 3 clusters
  Score: Raw -291801.475041 + Penalty 2687.004341 = -289114.470700
  nChanged 108
		SP:Iteration 9Q (35658.290000 sec): 3 clusters
  Score: Raw -291908.066033 + Penalty 2687.004341 = -289221.061692
  nChanged 108
		SP:Iteration 10Q (35658.460000 sec): 3 clusters
  Score: Raw -292006.641988 + Penalty 2687.004341 = -289319.637647
  nChanged 61
		SP:Iteration 11Q (35658.640000 sec): 3 clusters
  Score: Raw -292052.861815 + Penalty 2687.004341 = -289365.857474
  nChanged 51
		SP:Iteration 12Q (35658.810000 sec): 3 clusters
  Score: Raw -292092.744343 + Penalty 2687.004341 = -289405.740002
  nChanged 41
		SP:Iteration 13Q (35658.990000 sec): 3 clusters
  Score: Raw -292119.250426 + Penalty 2687.004341 = -289432.246085
  nChanged 27
		SP:Iteration 14Q (35659.170000 sec): 3 clusters
  Score: Raw -292134.230927 + Penalty 2687.004341 = -289447.226586
  nChanged 23
		SP:Iteration 15Q (35659.340000 sec): 3 clusters
  Score: Raw -292145.906444 + Penalty 2687.004341 = -289458.902103
  nChanged 16
		SP:Iteration 16Q (35659.510000 sec): 3 clusters
  Score: Raw -292154.689381 + Penalty 2687.004341 = -289467.685040
  nChanged 13
		SP:Iteration 17Q (35659.690000 sec): 3 clusters
  Score: Raw -292164.042311 + Penalty 2687.004341 = -289477.037970
  nChanged 15
		SP:Iteration 18Q (35659.860000 sec): 3 clusters
  Score: Raw -292177.250524 + Penalty 2687.004341 = -289490.246182
  nChanged 17
		SP:Iteration 19Q (35660.030000 sec): 3 clusters
  Score: Raw -292185.455747 + Penalty 2687.004341 = -289498.451406
  nChanged 10
		SP:Iteration 20F (35660.210000 sec): 3 clusters
  Score: Raw -292191.070843 + Penalty 2687.004341 = -289504.066502
  nChanged 7
		SP:Iteration 21Q (35660.380000 sec): 3 clusters
  Score: Raw -292195.351450 + Penalty 2687.004341 = -289508.347109
  nChanged 10
		SP:Iteration 22Q (35660.560000 sec): 3 clusters
  Score: Raw -292199.357253 + Penalty 2687.004341 = -289512.352912
  nChanged 7
		SP:Iteration 23Q (35660.730000 sec): 3 clusters
  Score: Raw -292202.735616 + Penalty 2687.004341 = -289515.731275
  nChanged 6
		SP:Iteration 24Q (35660.910000 sec): 3 clusters
  Score: Raw -292206.085446 + Penalty 2687.004341 = -289519.081105
  nChanged 5
		SP:Iteration 25Q (35661.070000 sec): 3 clusters
  Score: Raw -292209.005216 + Penalty 2687.004341 = -289522.000875
  nChanged 4
		SP:Iteration 26Q (35661.230000 sec): 3 clusters
  Score: Raw -292210.478694 + Penalty 2687.004341 = -289523.474353
  nChanged 4
		SP:Iteration 27Q (35661.390000 sec): 3 clusters
  Score: Raw -292212.189799 + Penalty 2687.004341 = -289525.185458
  nChanged 4
		SP:Iteration 28Q (35661.550000 sec): 3 clusters
  Score: Raw -292213.655689 + Penalty 2687.004341 = -289526.651348
  nChanged 1
		SP:Iteration 29Q (35661.710000 sec): 3 clusters
  Score: Raw -292213.855637 + Penalty 2687.004341 = -289526.851296
  nChanged 0
		SP:Iteration 30F (35661.870000 sec): 3 clusters
  Score: Raw -292213.855637 + Penalty 2687.004341 = -289526.851296
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35661.990000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35662.150000 sec): 3 clusters
  Score: Raw -140183.341056 + Penalty 2424.472299 = -137758.868757
  nChanged 574
		SP:Iteration 1F (35662.300000 sec): 3 clusters
  Score: Raw -140593.229171 + Penalty 2424.472299 = -138168.756872
  nChanged 149
		SP:Iteration 2F (35662.450000 sec): 3 clusters
  Score: Raw -140704.637351 + Penalty 2424.472299 = -138280.165052
  nChanged 84
		SP:Iteration 3Q (35662.600000 sec): 3 clusters
  Score: Raw -140786.867660 + Penalty 2424.472299 = -138362.395361
  nChanged 64
		SP:Iteration 4Q (35662.750000 sec): 3 clusters
  Score: Raw -140831.369663 + Penalty 2424.472299 = -138406.897364
  nChanged 42
		SP:Iteration 5Q (35662.910000 sec): 3 clusters
  Score: Raw -140864.096752 + Penalty 2424.472299 = -138439.624453
  nChanged 48
		SP:Iteration 6Q (35663.060000 sec): 3 clusters
  Score: Raw -140902.000629 + Penalty 2424.472299 = -138477.528330
  nChanged 47
		SP:Iteration 7Q (35663.180000 sec): 3 clusters
  Score: Raw -140942.660912 + Penalty 2424.472299 = -138518.188612
  nChanged 49
		SP:Iteration 8Q (35663.330000 sec): 3 clusters
  Score: Raw -140978.220212 + Penalty 2424.472299 = -138553.747913
  nChanged 44
		SP:Iteration 9Q (35663.490000 sec): 3 clusters
  Score: Raw -141016.773445 + Penalty 2424.472299 = -138592.301146
  nChanged 43
		SP:Iteration 10Q (35663.650000 sec): 3 clusters
  Score: Raw -141059.428938 + Penalty 2424.472299 = -138634.956639
  nChanged 45
		SP:Iteration 11Q (35663.840000 sec): 3 clusters
  Score: Raw -141110.514668 + Penalty 2424.472299 = -138686.042369
  nChanged 46
		SP:Iteration 12Q (35663.980000 sec): 3 clusters
  Score: Raw -141163.815547 + Penalty 2424.472299 = -138739.343248
  nChanged 41
		SP:Iteration 13Q (35664.120000 sec): 3 clusters
  Score: Raw -141210.968157 + Penalty 2424.472299 = -138786.495858
  nChanged 35
		SP:Iteration 14Q (35664.270000 sec): 3 clusters
  Score: Raw -141247.739535 + Penalty 2424.472299 = -138823.267236
  nChanged 24
		SP:Iteration 15Q (35664.410000 sec): 3 clusters
  Score: Raw -141267.768902 + Penalty 2424.472299 = -138843.296603
  nChanged 20
		SP:Iteration 16Q (35664.570000 sec): 3 clusters
  Score: Raw -141283.942171 + Penalty 2424.472299 = -138859.469872
  nChanged 16
		SP:Iteration 17Q (35664.730000 sec): 3 clusters
  Score: Raw -141299.575060 + Penalty 2424.472299 = -138875.102761
  nChanged 18
		SP:Iteration 18Q (35664.890000 sec): 3 clusters
  Score: Raw -141315.648212 + Penalty 2424.472299 = -138891.175913
  nChanged 15
		SP:Iteration 19Q (35665.060000 sec): 3 clusters
  Score: Raw -141327.361717 + Penalty 2424.472299 = -138902.889418
  nChanged 13
		SP:Iteration 20F (35665.220000 sec): 3 clusters
  Score: Raw -141334.977615 + Penalty 2424.472299 = -138910.505316
  nChanged 7
		SP:Iteration 21Q (35665.380000 sec): 3 clusters
  Score: Raw -141338.684554 + Penalty 2424.472299 = -138914.212255
  nChanged 6
		SP:Iteration 22Q (35665.550000 sec): 3 clusters
  Score: Raw -141341.496238 + Penalty 2424.472299 = -138917.023939
  nChanged 2
		SP:Iteration 23Q (35665.710000 sec): 3 clusters
  Score: Raw -141342.506309 + Penalty 2424.472299 = -138918.034010
  nChanged 2
		SP:Iteration 24Q (35665.870000 sec): 3 clusters
  Score: Raw -141343.379625 + Penalty 2424.472299 = -138918.907326
  nChanged 1
		SP:Iteration 25Q (35666.030000 sec): 3 clusters
  Score: Raw -141344.040740 + Penalty 2424.472299 = -138919.568441
  nChanged 2
		SP:Iteration 26Q (35666.190000 sec): 3 clusters
  Score: Raw -141344.940875 + Penalty 2424.472299 = -138920.468576
  nChanged 1
		SP:Iteration 27Q (35666.350000 sec): 3 clusters
  Score: Raw -141345.512294 + Penalty 2424.472299 = -138921.039995
  nChanged 1
		SP:Iteration 28Q (35666.510000 sec): 3 clusters
  Score: Raw -141345.792153 + Penalty 2424.472299 = -138921.319854
  nChanged 0
		SP:Iteration 29F (35666.670000 sec): 3 clusters
  Score: Raw -141345.792153 + Penalty 2424.472299 = -138921.319854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (3654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35666.770000 sec): 2 clusters
  Score: Raw -298239.490497 + Penalty 1333.081382 = -296906.409115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35666.930000 sec): 3 clusters
  Score: Raw -296477.644884 + Penalty 2666.162765 = -293811.482120
  nChanged 1394
		SP:Iteration 1F (35667.090000 sec): 3 clusters
  Score: Raw -297377.305493 + Penalty 2666.162765 = -294711.142728
  nChanged 322
		SP:Iteration 2F (35667.250000 sec): 3 clusters
  Score: Raw -297651.605709 + Penalty 2666.162765 = -294985.442945
  nChanged 269
		SP:Iteration 3F (35667.430000 sec): 3 clusters
  Score: Raw -297909.254081 + Penalty 2666.162765 = -295243.091316
  nChanged 248
		SP:Iteration 4F (35667.600000 sec): 3 clusters
  Score: Raw -298168.793794 + Penalty 2666.162765 = -295502.631029
  nChanged 203
		SP:Iteration 5F (35667.780000 sec): 3 clusters
  Score: Raw -298381.886677 + Penalty 2666.162765 = -295715.723913
  nChanged 159
		SP:Iteration 6Q (35667.960000 sec): 3 clusters
  Score: Raw -298533.369791 + Penalty 2666.162765 = -295867.207027
  nChanged 122
		SP:Iteration 7Q (35668.130000 sec): 3 clusters
  Score: Raw -298632.737402 + Penalty 2666.162765 = -295966.574638
  nChanged 86
		SP:Iteration 8Q (35668.310000 sec): 3 clusters
  Score: Raw -298687.636537 + Penalty 2666.162765 = -296021.473772
  nChanged 51
		SP:Iteration 9Q (35668.480000 sec): 3 clusters
  Score: Raw -298713.973680 + Penalty 2666.162765 = -296047.810916
  nChanged 46
		SP:Iteration 10Q (35668.660000 sec): 3 clusters
  Score: Raw -298743.103696 + Penalty 2666.162765 = -296076.940931
  nChanged 51
		SP:Iteration 11Q (35668.830000 sec): 3 clusters
  Score: Raw -298768.998511 + Penalty 2666.162765 = -296102.835747
  nChanged 37
		SP:Iteration 12Q (35669.010000 sec): 3 clusters
  Score: Raw -298786.418543 + Penalty 2666.162765 = -296120.255778
  nChanged 27
		SP:Iteration 13Q (35669.180000 sec): 3 clusters
  Score: Raw -298797.815900 + Penalty 2666.162765 = -296131.653135
  nChanged 38
		SP:Iteration 14Q (35669.360000 sec): 3 clusters
  Score: Raw -298816.168157 + Penalty 2666.162765 = -296150.005393
  nChanged 32
		SP:Iteration 15Q (35669.540000 sec): 3 clusters
  Score: Raw -298833.777999 + Penalty 2666.162765 = -296167.615234
  nChanged 34
		SP:Iteration 16Q (35669.710000 sec): 3 clusters
  Score: Raw -298853.446094 + Penalty 2666.162765 = -296187.283329
  nChanged 39
		SP:Iteration 17Q (35669.890000 sec): 3 clusters
  Score: Raw -298871.623818 + Penalty 2666.162765 = -296205.461053
  nChanged 37
		SP:Iteration 18Q (35670.060000 sec): 3 clusters
  Score: Raw -298889.545433 + Penalty 2666.162765 = -296223.382669
  nChanged 34
		SP:Iteration 19Q (35670.240000 sec): 3 clusters
  Score: Raw -298902.643918 + Penalty 2666.162765 = -296236.481153
  nChanged 31
		SP:Iteration 20F (35670.420000 sec): 3 clusters
  Score: Raw -298919.032247 + Penalty 2666.162765 = -296252.869482
  nChanged 31
		SP:Iteration 21Q (35670.640000 sec): 3 clusters
  Score: Raw -298930.297921 + Penalty 2666.162765 = -296264.135157
  nChanged 32
		SP:Iteration 22Q (35670.770000 sec): 3 clusters
  Score: Raw -298939.867962 + Penalty 2666.162765 = -296273.705197
  nChanged 17
		SP:Iteration 23Q (35670.930000 sec): 3 clusters
  Score: Raw -298943.494006 + Penalty 2666.162765 = -296277.331241
  nChanged 16
		SP:Iteration 24Q (35671.110000 sec): 3 clusters
  Score: Raw -298948.304718 + Penalty 2666.162765 = -296282.141953
  nChanged 20
		SP:Iteration 25Q (35671.290000 sec): 3 clusters
  Score: Raw -298954.385624 + Penalty 2666.162765 = -296288.222860
  nChanged 25
		SP:Iteration 26Q (35671.450000 sec): 3 clusters
  Score: Raw -298960.779301 + Penalty 2666.162765 = -296294.616537
  nChanged 23
		SP:Iteration 27Q (35671.610000 sec): 3 clusters
  Score: Raw -298965.854285 + Penalty 2666.162765 = -296299.691521
  nChanged 20
		SP:Iteration 28Q (35671.770000 sec): 3 clusters
  Score: Raw -298970.452527 + Penalty 2666.162765 = -296304.289762
  nChanged 21
		SP:Iteration 29Q (35671.930000 sec): 3 clusters
  Score: Raw -298974.116211 + Penalty 2666.162765 = -296307.953447
  nChanged 13
		SP:Iteration 30Q (35672.090000 sec): 3 clusters
  Score: Raw -298978.618978 + Penalty 2666.162765 = -296312.456213
  nChanged 20
		SP:Iteration 31Q (35672.250000 sec): 3 clusters
  Score: Raw -298983.164880 + Penalty 2666.162765 = -296317.002116
  nChanged 14
		SP:Iteration 32Q (35672.410000 sec): 3 clusters
  Score: Raw -298987.237489 + Penalty 2666.162765 = -296321.074725
  nChanged 16
		SP:Iteration 33Q (35672.570000 sec): 3 clusters
  Score: Raw -298991.563008 + Penalty 2666.162765 = -296325.400244
  nChanged 18
		SP:Iteration 34Q (35672.730000 sec): 3 clusters
  Score: Raw -298997.063725 + Penalty 2666.162765 = -296330.900961
  nChanged 18
		SP:Iteration 35Q (35672.890000 sec): 3 clusters
  Score: Raw -299002.344593 + Penalty 2666.162765 = -296336.181828
  nChanged 19
		SP:Iteration 36Q (35673.050000 sec): 3 clusters
  Score: Raw -299007.093907 + Penalty 2666.162765 = -296340.931142
  nChanged 20
		SP:Iteration 37Q (35673.210000 sec): 3 clusters
  Score: Raw -299011.749148 + Penalty 2666.162765 = -296345.586383
  nChanged 18
		SP:Iteration 38Q (35673.370000 sec): 3 clusters
  Score: Raw -299015.917016 + Penalty 2666.162765 = -296349.754252
  nChanged 17
		SP:Iteration 39Q (35673.530000 sec): 3 clusters
  Score: Raw -299020.453072 + Penalty 2666.162765 = -296354.290307
  nChanged 20
		SP:Iteration 40F (35673.690000 sec): 3 clusters
  Score: Raw -299025.692809 + Penalty 2666.162765 = -296359.530044
  nChanged 21
		SP:Iteration 41Q (35673.850000 sec): 3 clusters
  Score: Raw -299031.030828 + Penalty 2666.162765 = -296364.868063
  nChanged 23
		SP:Iteration 42Q (35674.000000 sec): 3 clusters
  Score: Raw -299037.628524 + Penalty 2666.162765 = -296371.465759
  nChanged 24
		SP:Iteration 43Q (35674.160000 sec): 3 clusters
  Score: Raw -299045.907683 + Penalty 2666.162765 = -296379.744919
  nChanged 29
		SP:Iteration 44Q (35674.320000 sec): 3 clusters
  Score: Raw -299054.289889 + Penalty 2666.162765 = -296388.127124
  nChanged 36
		SP:Iteration 45Q (35674.480000 sec): 3 clusters
  Score: Raw -299065.102243 + Penalty 2666.162765 = -296398.939479
  nChanged 40
		SP:Iteration 46Q (35674.640000 sec): 3 clusters
  Score: Raw -299077.689802 + Penalty 2666.162765 = -296411.527038
  nChanged 38
		SP:Iteration 47Q (35674.800000 sec): 3 clusters
  Score: Raw -299089.244571 + Penalty 2666.162765 = -296423.081806
  nChanged 41
		SP:Iteration 48Q (35675.000000 sec): 3 clusters
  Score: Raw -299102.229657 + Penalty 2666.162765 = -296436.066892
  nChanged 47
		SP:Iteration 49Q (35675.140000 sec): 3 clusters
  Score: Raw -299117.167416 + Penalty 2666.162765 = -296451.004651
  nChanged 49
		SP:Iteration 50Q (35675.300000 sec): 3 clusters
  Score: Raw -299132.618054 + Penalty 2666.162765 = -296466.455289
  nChanged 59
		SP:Iteration 51Q (35675.460000 sec): 3 clusters
  Score: Raw -299159.406582 + Penalty 2666.162765 = -296493.243818
  nChanged 84
		SP:Iteration 52Q (35675.620000 sec): 3 clusters
  Score: Raw -299202.464699 + Penalty 2666.162765 = -296536.301935
  nChanged 99
		SP:Iteration 53Q (35675.780000 sec): 3 clusters
  Score: Raw -299261.555463 + Penalty 2666.162765 = -296595.392699
  nChanged 115
		SP:Iteration 54Q (35675.940000 sec): 3 clusters
  Score: Raw -299332.961725 + Penalty 2666.162765 = -296666.798961
  nChanged 112
		SP:Iteration 55Q (35676.100000 sec): 3 clusters
  Score: Raw -299412.886841 + Penalty 2666.162765 = -296746.724077
  nChanged 104
		SP:Iteration 56Q (35676.260000 sec): 3 clusters
  Score: Raw -299500.581912 + Penalty 2666.162765 = -296834.419147
  nChanged 92
		SP:Iteration 57Q (35676.440000 sec): 3 clusters
  Score: Raw -299596.137213 + Penalty 2666.162765 = -296929.974449
  nChanged 78
		SP:Iteration 58Q (35676.620000 sec): 3 clusters
  Score: Raw -299694.995226 + Penalty 2666.162765 = -297028.832462
  nChanged 55
		SP:Iteration 59Q (35676.790000 sec): 3 clusters
  Score: Raw -299785.725776 + Penalty 2666.162765 = -297119.563011
  nChanged 33
		SP:Iteration 60F (35676.970000 sec): 3 clusters
  Score: Raw -299847.949085 + Penalty 2666.162765 = -297181.786320
  nChanged 24
		SP:Iteration 61Q (35677.140000 sec): 3 clusters
  Score: Raw -299869.917684 + Penalty 2666.162765 = -297203.754920
  nChanged 11
		SP:Iteration 62Q (35677.320000 sec): 3 clusters
  Score: Raw -299877.105879 + Penalty 2666.162765 = -297210.943115
  nChanged 4
		SP:Iteration 63Q (35677.500000 sec): 3 clusters
  Score: Raw -299878.896905 + Penalty 2666.162765 = -297212.734140
  nChanged 0
		SP:Iteration 64F (35677.670000 sec): 3 clusters
  Score: Raw -299878.896905 + Penalty 2666.162765 = -297212.734140
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35677.780000 sec): 2 clusters
  Score: Raw -161084.883539 + Penalty 1262.592662 = -159822.290878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35677.920000 sec): 3 clusters
  Score: Raw -159980.247132 + Penalty 2525.185324 = -157455.061809
  nChanged 883
		SP:Iteration 1F (35678.080000 sec): 3 clusters
  Score: Raw -160585.203827 + Penalty 2525.185324 = -158060.018503
  nChanged 207
		SP:Iteration 2F (35678.240000 sec): 3 clusters
  Score: Raw -160775.432176 + Penalty 2525.185324 = -158250.246852
  nChanged 148
		SP:Iteration 3F (35678.400000 sec): 3 clusters
  Score: Raw -160921.420235 + Penalty 2525.185324 = -158396.234911
  nChanged 130
		SP:Iteration 4F (35678.560000 sec): 3 clusters
  Score: Raw -161039.952625 + Penalty 2525.185324 = -158514.767302
  nChanged 118
		SP:Iteration 5Q (35678.720000 sec): 3 clusters
  Score: Raw -161165.522121 + Penalty 2525.185324 = -158640.336797
  nChanged 112
		SP:Iteration 6Q (35678.880000 sec): 3 clusters
  Score: Raw -161304.891542 + Penalty 2525.185324 = -158779.706218
  nChanged 99
		SP:Iteration 7Q (35679.040000 sec): 3 clusters
  Score: Raw -161413.269895 + Penalty 2525.185324 = -158888.084571
  nChanged 94
		SP:Iteration 8Q (35679.200000 sec): 3 clusters
  Score: Raw -161512.885917 + Penalty 2525.185324 = -158987.700593
  nChanged 91
		SP:Iteration 9Q (35679.360000 sec): 3 clusters
  Score: Raw -161603.232110 + Penalty 2525.185324 = -159078.046786
  nChanged 80
		SP:Iteration 10Q (35679.520000 sec): 3 clusters
  Score: Raw -161688.360957 + Penalty 2525.185324 = -159163.175634
  nChanged 75
		SP:Iteration 11Q (35679.680000 sec): 3 clusters
  Score: Raw -161767.636111 + Penalty 2525.185324 = -159242.450788
  nChanged 68
		SP:Iteration 12Q (35679.840000 sec): 3 clusters
  Score: Raw -161831.994431 + Penalty 2525.185324 = -159306.809108
  nChanged 63
		SP:Iteration 13Q (35680.000000 sec): 3 clusters
  Score: Raw -161890.785336 + Penalty 2525.185324 = -159365.600012
  nChanged 37
		SP:Iteration 14Q (35680.160000 sec): 3 clusters
  Score: Raw -161928.502950 + Penalty 2525.185324 = -159403.317627
  nChanged 39
		SP:Iteration 15Q (35680.320000 sec): 3 clusters
  Score: Raw -161961.132290 + Penalty 2525.185324 = -159435.946966
  nChanged 28
		SP:Iteration 16Q (35680.480000 sec): 3 clusters
  Score: Raw -161979.153141 + Penalty 2525.185324 = -159453.967818
  nChanged 24
		SP:Iteration 17Q (35680.640000 sec): 3 clusters
  Score: Raw -161994.613358 + Penalty 2525.185324 = -159469.428034
  nChanged 11
		SP:Iteration 18Q (35680.800000 sec): 3 clusters
  Score: Raw -161998.557439 + Penalty 2525.185324 = -159473.372115
  nChanged 5
		SP:Iteration 19Q (35680.960000 sec): 3 clusters
  Score: Raw -162000.353344 + Penalty 2525.185324 = -159475.168021
  nChanged 2
		SP:Iteration 20F (35681.120000 sec): 3 clusters
  Score: Raw -162001.088852 + Penalty 2525.185324 = -159475.903528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35681.200000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35681.360000 sec): 3 clusters
  Score: Raw -103718.974313 + Penalty 2346.145655 = -101372.828658
  nChanged 424
		SP:Iteration 1F (35681.520000 sec): 3 clusters
  Score: Raw -103996.467749 + Penalty 2346.145655 = -101650.322094
  nChanged 95
		SP:Iteration 2F (35681.680000 sec): 3 clusters
  Score: Raw -104064.497007 + Penalty 2346.145655 = -101718.351352
  nChanged 40
		SP:Iteration 3Q (35681.840000 sec): 3 clusters
  Score: Raw -104100.619408 + Penalty 2346.145655 = -101754.473753
  nChanged 39
		SP:Iteration 4Q (35682.000000 sec): 3 clusters
  Score: Raw -104126.347969 + Penalty 2346.145655 = -101780.202314
  nChanged 25
		SP:Iteration 5Q (35682.160000 sec): 3 clusters
  Score: Raw -104147.311527 + Penalty 2346.145655 = -101801.165872
  nChanged 14
		SP:Iteration 6Q (35682.320000 sec): 3 clusters
  Score: Raw -104159.246607 + Penalty 2346.145655 = -101813.100952
  nChanged 16
		SP:Iteration 7Q (35682.480000 sec): 3 clusters
  Score: Raw -104169.328032 + Penalty 2346.145655 = -101823.182377
  nChanged 10
		SP:Iteration 8Q (35682.640000 sec): 3 clusters
  Score: Raw -104174.381658 + Penalty 2346.145655 = -101828.236003
  nChanged 9
		SP:Iteration 9Q (35682.800000 sec): 3 clusters
  Score: Raw -104178.198513 + Penalty 2346.145655 = -101832.052858
  nChanged 7
		SP:Iteration 10Q (35682.960000 sec): 3 clusters
  Score: Raw -104182.378804 + Penalty 2346.145655 = -101836.233149
  nChanged 6
		SP:Iteration 11Q (35683.120000 sec): 3 clusters
  Score: Raw -104188.265167 + Penalty 2346.145655 = -101842.119512
  nChanged 8
		SP:Iteration 12Q (35683.290000 sec): 3 clusters
  Score: Raw -104198.524101 + Penalty 2346.145655 = -101852.378446
  nChanged 9
		SP:Iteration 13Q (35683.440000 sec): 3 clusters
  Score: Raw -104208.746182 + Penalty 2346.145655 = -101862.600527
  nChanged 12
		SP:Iteration 14Q (35683.590000 sec): 3 clusters
  Score: Raw -104216.122266 + Penalty 2346.145655 = -101869.976611
  nChanged 10
		SP:Iteration 15Q (35683.750000 sec): 3 clusters
  Score: Raw -104223.674198 + Penalty 2346.145655 = -101877.528543
  nChanged 10
		SP:Iteration 16Q (35683.910000 sec): 3 clusters
  Score: Raw -104229.378922 + Penalty 2346.145655 = -101883.233267
  nChanged 5
		SP:Iteration 17Q (35684.070000 sec): 3 clusters
  Score: Raw -104230.825302 + Penalty 2346.145655 = -101884.679647
  nChanged 0
		SP:Iteration 18F (35684.230000 sec): 3 clusters
  Score: Raw -104230.825302 + Penalty 2346.145655 = -101884.679647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35684.320000 sec): 2 clusters
  Score: Raw -94159.802066 + Penalty 1169.217940 = -92990.584126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35684.510000 sec): 3 clusters
  Score: Raw -93697.134299 + Penalty 2338.435879 = -91358.698420
  nChanged 446
		SP:Iteration 1F (35684.680000 sec): 3 clusters
  Score: Raw -94063.853594 + Penalty 2338.435879 = -91725.417715
  nChanged 120
		SP:Iteration 2F (35684.850000 sec): 3 clusters
  Score: Raw -94185.522287 + Penalty 2338.435879 = -91847.086408
  nChanged 65
		SP:Iteration 3Q (35685.030000 sec): 3 clusters
  Score: Raw -94275.389506 + Penalty 2338.435879 = -91936.953627
  nChanged 57
		SP:Iteration 4Q (35685.200000 sec): 3 clusters
  Score: Raw -94340.590972 + Penalty 2338.435879 = -92002.155093
  nChanged 54
		SP:Iteration 5Q (35685.380000 sec): 3 clusters
  Score: Raw -94401.474323 + Penalty 2338.435879 = -92063.038444
  nChanged 58
		SP:Iteration 6Q (35685.560000 sec): 3 clusters
  Score: Raw -94486.675483 + Penalty 2338.435879 = -92148.239604
  nChanged 46
		SP:Iteration 7Q (35685.730000 sec): 3 clusters
  Score: Raw -94537.356169 + Penalty 2338.435879 = -92198.920290
  nChanged 25
		SP:Iteration 8Q (35685.910000 sec): 3 clusters
  Score: Raw -94559.293803 + Penalty 2338.435879 = -92220.857924
  nChanged 20
		SP:Iteration 9Q (35686.080000 sec): 3 clusters
  Score: Raw -94578.882198 + Penalty 2338.435879 = -92240.446319
  nChanged 21
		SP:Iteration 10Q (35686.260000 sec): 3 clusters
  Score: Raw -94592.817028 + Penalty 2338.435879 = -92254.381149
  nChanged 14
		SP:Iteration 11Q (35686.430000 sec): 3 clusters
  Score: Raw -94604.796751 + Penalty 2338.435879 = -92266.360872
  nChanged 10
		SP:Iteration 12Q (35686.610000 sec): 3 clusters
  Score: Raw -94612.823910 + Penalty 2338.435879 = -92274.388031
  nChanged 8
		SP:Iteration 13Q (35686.780000 sec): 3 clusters
  Score: Raw -94616.493074 + Penalty 2338.435879 = -92278.057194
  nChanged 4
		SP:Iteration 14Q (35686.960000 sec): 3 clusters
  Score: Raw -94618.813314 + Penalty 2338.435879 = -92280.377435
  nChanged 1
		SP:Iteration 15Q (35687.140000 sec): 3 clusters
  Score: Raw -94619.280107 + Penalty 2338.435879 = -92280.844228
  nChanged 0
		SP:Iteration 16F (35687.310000 sec): 3 clusters
  Score: Raw -94619.280107 + Penalty 2338.435879 = -92280.844228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35687.400000 sec): 2 clusters
  Score: Raw -49916.652669 + Penalty 1071.369737 = -48845.282933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35687.580000 sec): 3 clusters
  Score: Raw -49736.463809 + Penalty 2142.739474 = -47593.724336
  nChanged 213
		SP:Iteration 1F (35687.750000 sec): 3 clusters
  Score: Raw -50037.753080 + Penalty 2142.739474 = -47895.013607
  nChanged 68
		SP:Iteration 2F (35687.930000 sec): 3 clusters
  Score: Raw -50162.208045 + Penalty 2142.739474 = -48019.468572
  nChanged 22
		SP:Iteration 3Q (35688.100000 sec): 3 clusters
  Score: Raw -50200.368939 + Penalty 2142.739474 = -48057.629465
  nChanged 15
		SP:Iteration 4Q (35688.280000 sec): 3 clusters
  Score: Raw -50224.378953 + Penalty 2142.739474 = -48081.639479
  nChanged 10
		SP:Iteration 5Q (35688.450000 sec): 3 clusters
  Score: Raw -50240.450678 + Penalty 2142.739474 = -48097.711205
  nChanged 7
		SP:Iteration 6Q (35688.630000 sec): 3 clusters
  Score: Raw -50252.266904 + Penalty 2142.739474 = -48109.527431
  nChanged 4
		SP:Iteration 7Q (35688.800000 sec): 3 clusters
  Score: Raw -50258.962682 + Penalty 2142.739474 = -48116.223208
  nChanged 2
		SP:Iteration 8Q (35688.980000 sec): 3 clusters
  Score: Raw -50260.499044 + Penalty 2142.739474 = -48117.759571
  nChanged 1
		SP:Iteration 9Q (35689.160000 sec): 3 clusters
  Score: Raw -50262.031203 + Penalty 2142.739474 = -48119.291729
  nChanged 0
		SP:Iteration 10F (35689.330000 sec): 3 clusters
  Score: Raw -50262.031203 + Penalty 2142.739474 = -48119.291729
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35689.440000 sec): 2 clusters
  Score: Raw -207611.523475 + Penalty 1288.950512 = -206322.572963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35689.580000 sec): 3 clusters
  Score: Raw -206274.828418 + Penalty 2577.901025 = -203696.927393
  nChanged 1068
		SP:Iteration 1F (35689.730000 sec): 3 clusters
  Score: Raw -206959.661794 + Penalty 2577.901025 = -204381.760770
  nChanged 236
		SP:Iteration 2F (35689.830000 sec): 3 clusters
  Score: Raw -207160.830642 + Penalty 2577.901025 = -204582.929617
  nChanged 174
		SP:Iteration 3F (35690.010000 sec): 3 clusters
  Score: Raw -207314.347702 + Penalty 2577.901025 = -204736.446678
  nChanged 136
		SP:Iteration 4Q (35690.180000 sec): 3 clusters
  Score: Raw -207435.691763 + Penalty 2577.901025 = -204857.790739
  nChanged 119
		SP:Iteration 5Q (35690.360000 sec): 3 clusters
  Score: Raw -207555.869331 + Penalty 2577.901025 = -204977.968307
  nChanged 124
		SP:Iteration 6Q (35690.540000 sec): 3 clusters
  Score: Raw -207659.852165 + Penalty 2577.901025 = -205081.951141
  nChanged 101
		SP:Iteration 7Q (35690.710000 sec): 3 clusters
  Score: Raw -207740.904260 + Penalty 2577.901025 = -205163.003235
  nChanged 90
		SP:Iteration 8Q (35690.890000 sec): 3 clusters
  Score: Raw -207802.357478 + Penalty 2577.901025 = -205224.456454
  nChanged 59
		SP:Iteration 9Q (35691.060000 sec): 3 clusters
  Score: Raw -207846.741925 + Penalty 2577.901025 = -205268.840900
  nChanged 57
		SP:Iteration 10Q (35691.240000 sec): 3 clusters
  Score: Raw -207891.689828 + Penalty 2577.901025 = -205313.788803
  nChanged 57
		SP:Iteration 11Q (35691.410000 sec): 3 clusters
  Score: Raw -207924.678570 + Penalty 2577.901025 = -205346.777545
  nChanged 38
		SP:Iteration 12Q (35691.590000 sec): 3 clusters
  Score: Raw -207947.103350 + Penalty 2577.901025 = -205369.202325
  nChanged 33
		SP:Iteration 13Q (35691.760000 sec): 3 clusters
  Score: Raw -207966.062933 + Penalty 2577.901025 = -205388.161908
  nChanged 34
		SP:Iteration 14Q (35691.940000 sec): 3 clusters
  Score: Raw -207985.093748 + Penalty 2577.901025 = -205407.192724
  nChanged 33
		SP:Iteration 15Q (35692.110000 sec): 3 clusters
  Score: Raw -208002.852189 + Penalty 2577.901025 = -205424.951165
  nChanged 30
		SP:Iteration 16Q (35692.280000 sec): 3 clusters
  Score: Raw -208022.417283 + Penalty 2577.901025 = -205444.516258
  nChanged 25
		SP:Iteration 17Q (35692.440000 sec): 3 clusters
  Score: Raw -208035.685152 + Penalty 2577.901025 = -205457.784127
  nChanged 25
		SP:Iteration 18Q (35692.600000 sec): 3 clusters
  Score: Raw -208050.924507 + Penalty 2577.901025 = -205473.023482
  nChanged 24
		SP:Iteration 19Q (35692.760000 sec): 3 clusters
  Score: Raw -208061.365185 + Penalty 2577.901025 = -205483.464161
  nChanged 13
		SP:Iteration 20F (35692.920000 sec): 3 clusters
  Score: Raw -208068.305557 + Penalty 2577.901025 = -205490.404532
  nChanged 11
		SP:Iteration 21Q (35693.080000 sec): 3 clusters
  Score: Raw -208074.120771 + Penalty 2577.901025 = -205496.219746
  nChanged 12
		SP:Iteration 22Q (35693.240000 sec): 3 clusters
  Score: Raw -208078.305436 + Penalty 2577.901025 = -205500.404411
  nChanged 7
		SP:Iteration 23Q (35693.400000 sec): 3 clusters
  Score: Raw -208081.147660 + Penalty 2577.901025 = -205503.246636
  nChanged 5
		SP:Iteration 24Q (35693.560000 sec): 3 clusters
  Score: Raw -208082.621552 + Penalty 2577.901025 = -205504.720527
  nChanged 4
		SP:Iteration 25Q (35693.720000 sec): 3 clusters
  Score: Raw -208084.469511 + Penalty 2577.901025 = -205506.568486
  nChanged 5
		SP:Iteration 26Q (35693.880000 sec): 3 clusters
  Score: Raw -208086.174588 + Penalty 2577.901025 = -205508.273563
  nChanged 5
		SP:Iteration 27Q (35694.050000 sec): 3 clusters
  Score: Raw -208087.450855 + Penalty 2577.901025 = -205509.549830
  nChanged 1
		SP:Iteration 28Q (35694.220000 sec): 3 clusters
  Score: Raw -208087.786797 + Penalty 2577.901025 = -205509.885773
  nChanged 0
		SP:Iteration 29F (35694.380000 sec): 3 clusters
  Score: Raw -208087.786797 + Penalty 2577.901025 = -205509.885773
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35694.460000 sec): 2 clusters
  Score: Raw -162977.071363 + Penalty 1224.051338 = -161753.020025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35694.640000 sec): 3 clusters
  Score: Raw -162221.816510 + Penalty 2448.102676 = -159773.713834
  nChanged 646
		SP:Iteration 1F (35694.810000 sec): 3 clusters
  Score: Raw -162655.210520 + Penalty 2448.102676 = -160207.107844
  nChanged 174
		SP:Iteration 2F (35694.990000 sec): 3 clusters
  Score: Raw -162783.994943 + Penalty 2448.102676 = -160335.892267
  nChanged 95
		SP:Iteration 3F (35695.160000 sec): 3 clusters
  Score: Raw -162858.717169 + Penalty 2448.102676 = -160410.614493
  nChanged 74
		SP:Iteration 4Q (35695.340000 sec): 3 clusters
  Score: Raw -162917.593415 + Penalty 2448.102676 = -160469.490739
  nChanged 63
		SP:Iteration 5Q (35695.520000 sec): 3 clusters
  Score: Raw -162968.494988 + Penalty 2448.102676 = -160520.392312
  nChanged 72
		SP:Iteration 6Q (35695.690000 sec): 3 clusters
  Score: Raw -163025.118072 + Penalty 2448.102676 = -160577.015396
  nChanged 79
		SP:Iteration 7Q (35695.870000 sec): 3 clusters
  Score: Raw -163103.931104 + Penalty 2448.102676 = -160655.828428
  nChanged 67
		SP:Iteration 8Q (35696.040000 sec): 3 clusters
  Score: Raw -163180.708277 + Penalty 2448.102676 = -160732.605601
  nChanged 61
		SP:Iteration 9Q (35696.220000 sec): 3 clusters
  Score: Raw -163249.116971 + Penalty 2448.102676 = -160801.014295
  nChanged 58
		SP:Iteration 10Q (35696.390000 sec): 3 clusters
  Score: Raw -163329.214895 + Penalty 2448.102676 = -160881.112219
  nChanged 55
		SP:Iteration 11Q (35696.570000 sec): 3 clusters
  Score: Raw -163412.216678 + Penalty 2448.102676 = -160964.114002
  nChanged 48
		SP:Iteration 12Q (35696.740000 sec): 3 clusters
  Score: Raw -163483.591570 + Penalty 2448.102676 = -161035.488894
  nChanged 51
		SP:Iteration 13Q (35696.920000 sec): 3 clusters
  Score: Raw -163539.473322 + Penalty 2448.102676 = -161091.370646
  nChanged 35
		SP:Iteration 14Q (35697.100000 sec): 3 clusters
  Score: Raw -163571.453734 + Penalty 2448.102676 = -161123.351058
  nChanged 20
		SP:Iteration 15Q (35697.270000 sec): 3 clusters
  Score: Raw -163588.193633 + Penalty 2448.102676 = -161140.090957
  nChanged 15
		SP:Iteration 16Q (35697.450000 sec): 3 clusters
  Score: Raw -163597.535780 + Penalty 2448.102676 = -161149.433104
  nChanged 7
		SP:Iteration 17Q (35697.620000 sec): 3 clusters
  Score: Raw -163601.336352 + Penalty 2448.102676 = -161153.233676
  nChanged 6
		SP:Iteration 18Q (35697.800000 sec): 3 clusters
  Score: Raw -163603.872479 + Penalty 2448.102676 = -161155.769803
  nChanged 4
		SP:Iteration 19Q (35697.980000 sec): 3 clusters
  Score: Raw -163606.581822 + Penalty 2448.102676 = -161158.479146
  nChanged 5
		SP:Iteration 20F (35698.150000 sec): 3 clusters
  Score: Raw -163610.081524 + Penalty 2448.102676 = -161161.978848
  nChanged 4
		SP:Iteration 21Q (35698.330000 sec): 3 clusters
  Score: Raw -163612.639119 + Penalty 2448.102676 = -161164.536443
  nChanged 4
		SP:Iteration 22Q (35698.510000 sec): 3 clusters
  Score: Raw -163614.347417 + Penalty 2448.102676 = -161166.244741
  nChanged 1
		SP:Iteration 23Q (35698.680000 sec): 3 clusters
  Score: Raw -163614.634478 + Penalty 2448.102676 = -161166.531802
  nChanged 0
		SP:Iteration 24F (35698.860000 sec): 3 clusters
  Score: Raw -163614.634478 + Penalty 2448.102676 = -161166.531802
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35698.950000 sec): 2 clusters
  Score: Raw -50225.347530 + Penalty 1048.969767 = -49176.377764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35699.120000 sec): 3 clusters
  Score: Raw -50083.126174 + Penalty 2097.939533 = -47985.186641
  nChanged 177
		SP:Iteration 1F (35699.300000 sec): 3 clusters
  Score: Raw -50332.727850 + Penalty 2097.939533 = -48234.788317
  nChanged 47
		SP:Iteration 2F (35699.470000 sec): 3 clusters
  Score: Raw -50450.663266 + Penalty 2097.939533 = -48352.723732
  nChanged 42
		SP:Iteration 3F (35699.650000 sec): 3 clusters
  Score: Raw -50610.445083 + Penalty 2097.939533 = -48512.505550
  nChanged 60
		SP:Iteration 4F (35699.830000 sec): 3 clusters
  Score: Raw -50937.660926 + Penalty 2097.939533 = -48839.721393
  nChanged 49
		SP:Iteration 5F (35700.000000 sec): 3 clusters
  Score: Raw -51395.204964 + Penalty 2097.939533 = -49297.265431
  nChanged 30
		SP:Iteration 6Q (35700.170000 sec): 3 clusters
  Score: Raw -51489.835567 + Penalty 2097.939533 = -49391.896034
  nChanged 12
		SP:Iteration 7Q (35700.350000 sec): 3 clusters
  Score: Raw -51516.261472 + Penalty 2097.939533 = -49418.321939
  nChanged 3
		SP:Iteration 8Q (35700.530000 sec): 3 clusters
  Score: Raw -51527.915644 + Penalty 2097.939533 = -49429.976111
  nChanged 2
		SP:Iteration 9Q (35700.700000 sec): 3 clusters
  Score: Raw -51538.208247 + Penalty 2097.939533 = -49440.268714
  nChanged 1
		SP:Iteration 10Q (35700.880000 sec): 3 clusters
  Score: Raw -51542.120807 + Penalty 2097.939533 = -49444.181274
  nChanged 2
		SP:Iteration 11Q (35701.050000 sec): 3 clusters
  Score: Raw -51548.144206 + Penalty 2097.939533 = -49450.204673
  nChanged 2
		SP:Iteration 12Q (35701.230000 sec): 3 clusters
  Score: Raw -51554.197375 + Penalty 2097.939533 = -49456.257842
  nChanged 1
		SP:Iteration 13Q (35701.410000 sec): 3 clusters
  Score: Raw -51559.689570 + Penalty 2097.939533 = -49461.750037
  nChanged 1
		SP:Iteration 14Q (35701.580000 sec): 3 clusters
  Score: Raw -51566.176174 + Penalty 2097.939533 = -49468.236641
  nChanged 2
		SP:Iteration 15Q (35701.760000 sec): 3 clusters
  Score: Raw -51586.351088 + Penalty 2097.939533 = -49488.411555
  nChanged 3
		SP:Iteration 16Q (35701.930000 sec): 3 clusters
  Score: Raw -51621.657402 + Penalty 2097.939533 = -49523.717869
  nChanged 1
		SP:Iteration 17Q (35702.110000 sec): 3 clusters
  Score: Raw -51641.709987 + Penalty 2097.939533 = -49543.770454
  nChanged 2
		SP:Iteration 18Q (35702.290000 sec): 3 clusters
  Score: Raw -51649.690365 + Penalty 2097.939533 = -49551.750832
  nChanged 0
		SP:Iteration 19F (35702.460000 sec): 3 clusters
  Score: Raw -51649.690365 + Penalty 2097.939533 = -49551.750832
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35702.530000 sec): 2 clusters
  Score: Raw -232102.286897 + Penalty 1289.881413 = -230812.405483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35702.680000 sec): 3 clusters
  Score: Raw -230793.636954 + Penalty 2579.762827 = -228213.874128
  nChanged 1026
		SP:Iteration 1F (35702.860000 sec): 3 clusters
  Score: Raw -231442.894292 + Penalty 2579.762827 = -228863.131465
  nChanged 220
		SP:Iteration 2F (35703.030000 sec): 3 clusters
  Score: Raw -231608.352588 + Penalty 2579.762827 = -229028.589761
  nChanged 125
		SP:Iteration 3Q (35703.210000 sec): 3 clusters
  Score: Raw -231701.174400 + Penalty 2579.762827 = -229121.411573
  nChanged 112
		SP:Iteration 4Q (35703.390000 sec): 3 clusters
  Score: Raw -231766.098584 + Penalty 2579.762827 = -229186.335757
  nChanged 80
		SP:Iteration 5Q (35703.560000 sec): 3 clusters
  Score: Raw -231804.242391 + Penalty 2579.762827 = -229224.479564
  nChanged 65
		SP:Iteration 6Q (35703.740000 sec): 3 clusters
  Score: Raw -231842.457448 + Penalty 2579.762827 = -229262.694621
  nChanged 60
		SP:Iteration 7Q (35703.910000 sec): 3 clusters
  Score: Raw -231867.983761 + Penalty 2579.762827 = -229288.220934
  nChanged 38
		SP:Iteration 8Q (35704.090000 sec): 3 clusters
  Score: Raw -231887.066556 + Penalty 2579.762827 = -229307.303729
  nChanged 35
		SP:Iteration 9Q (35704.270000 sec): 3 clusters
  Score: Raw -231906.809767 + Penalty 2579.762827 = -229327.046940
  nChanged 38
		SP:Iteration 10Q (35704.440000 sec): 3 clusters
  Score: Raw -231925.250188 + Penalty 2579.762827 = -229345.487361
  nChanged 39
		SP:Iteration 11Q (35704.620000 sec): 3 clusters
  Score: Raw -231941.714130 + Penalty 2579.762827 = -229361.951303
  nChanged 38
		SP:Iteration 12Q (35704.790000 sec): 3 clusters
  Score: Raw -231961.085186 + Penalty 2579.762827 = -229381.322359
  nChanged 39
		SP:Iteration 13Q (35704.970000 sec): 3 clusters
  Score: Raw -231977.530001 + Penalty 2579.762827 = -229397.767174
  nChanged 31
		SP:Iteration 14Q (35705.150000 sec): 3 clusters
  Score: Raw -231993.338044 + Penalty 2579.762827 = -229413.575217
  nChanged 42
		SP:Iteration 15Q (35705.320000 sec): 3 clusters
  Score: Raw -232011.758653 + Penalty 2579.762827 = -229431.995826
  nChanged 37
		SP:Iteration 16Q (35705.500000 sec): 3 clusters
  Score: Raw -232027.748486 + Penalty 2579.762827 = -229447.985659
  nChanged 26
		SP:Iteration 17Q (35705.670000 sec): 3 clusters
  Score: Raw -232040.121332 + Penalty 2579.762827 = -229460.358505
  nChanged 24
		SP:Iteration 18Q (35705.850000 sec): 3 clusters
  Score: Raw -232048.930948 + Penalty 2579.762827 = -229469.168121
  nChanged 15
		SP:Iteration 19Q (35706.030000 sec): 3 clusters
  Score: Raw -232053.098080 + Penalty 2579.762827 = -229473.335253
  nChanged 13
		SP:Iteration 20F (35706.120000 sec): 3 clusters
  Score: Raw -232057.092731 + Penalty 2579.762827 = -229477.329904
  nChanged 8
		SP:Iteration 21Q (35706.290000 sec): 3 clusters
  Score: Raw -232060.297190 + Penalty 2579.762827 = -229480.534363
  nChanged 12
		SP:Iteration 22Q (35706.470000 sec): 3 clusters
  Score: Raw -232064.616158 + Penalty 2579.762827 = -229484.853331
  nChanged 14
		SP:Iteration 23Q (35706.650000 sec): 3 clusters
  Score: Raw -232069.555269 + Penalty 2579.762827 = -229489.792442
  nChanged 13
		SP:Iteration 24Q (35706.820000 sec): 3 clusters
  Score: Raw -232073.535093 + Penalty 2579.762827 = -229493.772267
  nChanged 9
		SP:Iteration 25Q (35706.990000 sec): 3 clusters
  Score: Raw -232076.349844 + Penalty 2579.762827 = -229496.587017
  nChanged 12
		SP:Iteration 26Q (35707.170000 sec): 3 clusters
  Score: Raw -232080.372617 + Penalty 2579.762827 = -229500.609790
  nChanged 12
		SP:Iteration 27Q (35707.350000 sec): 3 clusters
  Score: Raw -232084.855439 + Penalty 2579.762827 = -229505.092612
  nChanged 16
		SP:Iteration 28Q (35707.520000 sec): 3 clusters
  Score: Raw -232089.981605 + Penalty 2579.762827 = -229510.218778
  nChanged 10
		SP:Iteration 29Q (35707.700000 sec): 3 clusters
  Score: Raw -232094.014988 + Penalty 2579.762827 = -229514.252161
  nChanged 12
		SP:Iteration 30Q (35707.870000 sec): 3 clusters
  Score: Raw -232098.991732 + Penalty 2579.762827 = -229519.228905
  nChanged 6
		SP:Iteration 31Q (35708.050000 sec): 3 clusters
  Score: Raw -232101.335329 + Penalty 2579.762827 = -229521.572502
  nChanged 4
		SP:Iteration 32Q (35708.240000 sec): 3 clusters
  Score: Raw -232102.264266 + Penalty 2579.762827 = -229522.501439
  nChanged 7
		SP:Iteration 33Q (35708.400000 sec): 3 clusters
  Score: Raw -232104.589485 + Penalty 2579.762827 = -229524.826658
  nChanged 6
		SP:Iteration 34Q (35708.580000 sec): 3 clusters
  Score: Raw -232106.239083 + Penalty 2579.762827 = -229526.476256
  nChanged 2
		SP:Iteration 35Q (35708.750000 sec): 3 clusters
  Score: Raw -232106.775672 + Penalty 2579.762827 = -229527.012845
  nChanged 3
		SP:Iteration 36Q (35708.930000 sec): 3 clusters
  Score: Raw -232107.742727 + Penalty 2579.762827 = -229527.979900
  nChanged 5
		SP:Iteration 37Q (35709.110000 sec): 3 clusters
  Score: Raw -232109.377814 + Penalty 2579.762827 = -229529.614987
  nChanged 8
		SP:Iteration 38Q (35709.280000 sec): 3 clusters
  Score: Raw -232111.895563 + Penalty 2579.762827 = -229532.132736
  nChanged 7
		SP:Iteration 39Q (35709.460000 sec): 3 clusters
  Score: Raw -232114.673087 + Penalty 2579.762827 = -229534.910260
  nChanged 7
		SP:Iteration 40F (35709.630000 sec): 3 clusters
  Score: Raw -232117.047048 + Penalty 2579.762827 = -229537.284221
  nChanged 7
		SP:Iteration 41Q (35709.810000 sec): 3 clusters
  Score: Raw -232120.572695 + Penalty 2579.762827 = -229540.809868
  nChanged 10
		SP:Iteration 42Q (35709.990000 sec): 3 clusters
  Score: Raw -232123.729195 + Penalty 2579.762827 = -229543.966368
  nChanged 8
		SP:Iteration 43Q (35710.160000 sec): 3 clusters
  Score: Raw -232127.464003 + Penalty 2579.762827 = -229547.701176
  nChanged 10
		SP:Iteration 44Q (35710.340000 sec): 3 clusters
  Score: Raw -232131.388832 + Penalty 2579.762827 = -229551.626005
  nChanged 9
		SP:Iteration 45Q (35710.510000 sec): 3 clusters
  Score: Raw -232134.412069 + Penalty 2579.762827 = -229554.649242
  nChanged 4
		SP:Iteration 46Q (35710.690000 sec): 3 clusters
  Score: Raw -232135.821217 + Penalty 2579.762827 = -229556.058390
  nChanged 4
		SP:Iteration 47Q (35710.860000 sec): 3 clusters
  Score: Raw -232137.315500 + Penalty 2579.762827 = -229557.552673
  nChanged 6
		SP:Iteration 48Q (35711.040000 sec): 3 clusters
  Score: Raw -232138.974052 + Penalty 2579.762827 = -229559.211225
  nChanged 9
		SP:Iteration 49Q (35711.210000 sec): 3 clusters
  Score: Raw -232141.555980 + Penalty 2579.762827 = -229561.793153
  nChanged 5
		SP:Iteration 50Q (35711.380000 sec): 3 clusters
  Score: Raw -232142.786437 + Penalty 2579.762827 = -229563.023610
  nChanged 1
		SP:Iteration 51Q (35711.560000 sec): 3 clusters
  Score: Raw -232143.087975 + Penalty 2579.762827 = -229563.325148
  nChanged 1
		SP:Iteration 52Q (35711.730000 sec): 3 clusters
  Score: Raw -232143.351302 + Penalty 2579.762827 = -229563.588475
  nChanged 1
		SP:Iteration 53Q (35711.910000 sec): 3 clusters
  Score: Raw -232143.508905 + Penalty 2579.762827 = -229563.746078
  nChanged 1
		SP:Iteration 54Q (35712.090000 sec): 3 clusters
  Score: Raw -232143.754263 + Penalty 2579.762827 = -229563.991436
  nChanged 1
		SP:Iteration 55Q (35712.260000 sec): 3 clusters
  Score: Raw -232144.135745 + Penalty 2579.762827 = -229564.372918
  nChanged 1
		SP:Iteration 56Q (35712.440000 sec): 3 clusters
  Score: Raw -232144.231520 + Penalty 2579.762827 = -229564.468693
  nChanged 1
		SP:Iteration 57Q (35712.610000 sec): 3 clusters
  Score: Raw -232144.374297 + Penalty 2579.762827 = -229564.611470
  nChanged 2
		SP:Iteration 58Q (35712.790000 sec): 3 clusters
  Score: Raw -232144.792200 + Penalty 2579.762827 = -229565.029373
  nChanged 1
		SP:Iteration 59Q (35712.970000 sec): 3 clusters
  Score: Raw -232144.877456 + Penalty 2579.762827 = -229565.114629
  nChanged 4
		SP:Iteration 60F (35713.140000 sec): 3 clusters
  Score: Raw -232145.532466 + Penalty 2579.762827 = -229565.769639
  nChanged 1
		SP:Iteration 61Q (35713.320000 sec): 3 clusters
  Score: Raw -232145.696015 + Penalty 2579.762827 = -229565.933188
  nChanged 1
		SP:Iteration 62Q (35713.490000 sec): 3 clusters
  Score: Raw -232145.860384 + Penalty 2579.762827 = -229566.097557
  nChanged 0
		SP:Iteration 63F (35713.670000 sec): 3 clusters
  Score: Raw -232145.860384 + Penalty 2579.762827 = -229566.097557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35713.770000 sec): 2 clusters
  Score: Raw -52222.875059 + Penalty 1094.371145 = -51128.503914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35713.930000 sec): 3 clusters
  Score: Raw -52006.242076 + Penalty 2188.742289 = -49817.499786
  nChanged 241
		SP:Iteration 1F (35714.110000 sec): 3 clusters
  Score: Raw -52324.381146 + Penalty 2188.742289 = -50135.638857
  nChanged 69
		SP:Iteration 2F (35714.280000 sec): 3 clusters
  Score: Raw -52438.250500 + Penalty 2188.742289 = -50249.508210
  nChanged 38
		SP:Iteration 3Q (35714.460000 sec): 3 clusters
  Score: Raw -52498.602729 + Penalty 2188.742289 = -50309.860439
  nChanged 37
		SP:Iteration 4Q (35714.630000 sec): 3 clusters
  Score: Raw -52556.766856 + Penalty 2188.742289 = -50368.024567
  nChanged 25
		SP:Iteration 5Q (35714.810000 sec): 3 clusters
  Score: Raw -52600.007358 + Penalty 2188.742289 = -50411.265069
  nChanged 18
		SP:Iteration 6Q (35714.990000 sec): 3 clusters
  Score: Raw -52620.496263 + Penalty 2188.742289 = -50431.753973
  nChanged 8
		SP:Iteration 7Q (35715.170000 sec): 3 clusters
  Score: Raw -52630.937587 + Penalty 2188.742289 = -50442.195297
  nChanged 5
		SP:Iteration 8Q (35715.360000 sec): 3 clusters
  Score: Raw -52637.496928 + Penalty 2188.742289 = -50448.754638
  nChanged 0
		SP:Iteration 9F (35715.530000 sec): 3 clusters
  Score: Raw -52637.496928 + Penalty 2188.742289 = -50448.754638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35715.630000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35715.710000 sec): 3 clusters
  Score: Raw -161768.602063 + Penalty 2486.614057 = -159281.988006
  nChanged 780
		SP:Iteration 1F (35715.780000 sec): 3 clusters
  Score: Raw -162250.199401 + Penalty 2486.614057 = -159763.585344
  nChanged 161
		SP:Iteration 2F (35715.850000 sec): 3 clusters
  Score: Raw -162373.498154 + Penalty 2486.614057 = -159886.884097
  nChanged 108
		SP:Iteration 3F (35716.020000 sec): 3 clusters
  Score: Raw -162477.700121 + Penalty 2486.614057 = -159991.086064
  nChanged 98
		SP:Iteration 4Q (35716.190000 sec): 3 clusters
  Score: Raw -162575.326810 + Penalty 2486.614057 = -160088.712753
  nChanged 113
		SP:Iteration 5F (35716.370000 sec): 3 clusters
  Score: Raw -162687.251738 + Penalty 2486.614057 = -160200.637681
  nChanged 97
		SP:Iteration 6Q (35716.540000 sec): 3 clusters
  Score: Raw -162771.337918 + Penalty 2486.614057 = -160284.723861
  nChanged 89
		SP:Iteration 7Q (35716.720000 sec): 3 clusters
  Score: Raw -162854.975338 + Penalty 2486.614057 = -160368.361281
  nChanged 77
		SP:Iteration 8Q (35716.890000 sec): 3 clusters
  Score: Raw -162932.745781 + Penalty 2486.614057 = -160446.131724
  nChanged 59
		SP:Iteration 9Q (35717.060000 sec): 3 clusters
  Score: Raw -162980.406153 + Penalty 2486.614057 = -160493.792096
  nChanged 42
		SP:Iteration 10Q (35717.240000 sec): 3 clusters
  Score: Raw -163019.572411 + Penalty 2486.614057 = -160532.958354
  nChanged 27
		SP:Iteration 11Q (35717.410000 sec): 3 clusters
  Score: Raw -163047.323795 + Penalty 2486.614057 = -160560.709738
  nChanged 24
		SP:Iteration 12Q (35717.580000 sec): 3 clusters
  Score: Raw -163064.714894 + Penalty 2486.614057 = -160578.100837
  nChanged 16
		SP:Iteration 13Q (35717.760000 sec): 3 clusters
  Score: Raw -163076.342592 + Penalty 2486.614057 = -160589.728535
  nChanged 14
		SP:Iteration 14Q (35717.930000 sec): 3 clusters
  Score: Raw -163083.599621 + Penalty 2486.614057 = -160596.985564
  nChanged 9
		SP:Iteration 15Q (35718.110000 sec): 3 clusters
  Score: Raw -163089.394150 + Penalty 2486.614057 = -160602.780093
  nChanged 8
		SP:Iteration 16Q (35718.280000 sec): 3 clusters
  Score: Raw -163094.685435 + Penalty 2486.614057 = -160608.071378
  nChanged 4
		SP:Iteration 17Q (35718.450000 sec): 3 clusters
  Score: Raw -163097.854227 + Penalty 2486.614057 = -160611.240170
  nChanged 4
		SP:Iteration 18Q (35718.630000 sec): 3 clusters
  Score: Raw -163099.635980 + Penalty 2486.614057 = -160613.021923
  nChanged 3
		SP:Iteration 19Q (35718.800000 sec): 3 clusters
  Score: Raw -163101.357546 + Penalty 2486.614057 = -160614.743489
  nChanged 1
		SP:Iteration 20F (35718.970000 sec): 3 clusters
  Score: Raw -163101.696815 + Penalty 2486.614057 = -160615.082758
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35719.060000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35719.230000 sec): 3 clusters
  Score: Raw -151438.456913 + Penalty 2468.500866 = -148969.956047
  nChanged 732
		SP:Iteration 1F (35719.410000 sec): 3 clusters
  Score: Raw -151905.366644 + Penalty 2468.500866 = -149436.865778
  nChanged 151
		SP:Iteration 2F (35719.580000 sec): 3 clusters
  Score: Raw -152017.127277 + Penalty 2468.500866 = -149548.626412
  nChanged 101
		SP:Iteration 3F (35719.750000 sec): 3 clusters
  Score: Raw -152094.005376 + Penalty 2468.500866 = -149625.504510
  nChanged 77
		SP:Iteration 4Q (35719.930000 sec): 3 clusters
  Score: Raw -152153.958990 + Penalty 2468.500866 = -149685.458124
  nChanged 71
		SP:Iteration 5Q (35720.100000 sec): 3 clusters
  Score: Raw -152214.846588 + Penalty 2468.500866 = -149746.345723
  nChanged 60
		SP:Iteration 6Q (35720.270000 sec): 3 clusters
  Score: Raw -152258.554447 + Penalty 2468.500866 = -149790.053581
  nChanged 55
		SP:Iteration 7Q (35720.410000 sec): 3 clusters
  Score: Raw -152303.562700 + Penalty 2468.500866 = -149835.061834
  nChanged 64
		SP:Iteration 8Q (35720.580000 sec): 3 clusters
  Score: Raw -152349.056082 + Penalty 2468.500866 = -149880.555217
  nChanged 51
		SP:Iteration 9Q (35720.770000 sec): 3 clusters
  Score: Raw -152390.999746 + Penalty 2468.500866 = -149922.498880
  nChanged 51
		SP:Iteration 10Q (35720.920000 sec): 3 clusters
  Score: Raw -152425.204300 + Penalty 2468.500866 = -149956.703434
  nChanged 38
		SP:Iteration 11Q (35721.100000 sec): 3 clusters
  Score: Raw -152443.453085 + Penalty 2468.500866 = -149974.952219
  nChanged 23
		SP:Iteration 12Q (35721.270000 sec): 3 clusters
  Score: Raw -152458.200488 + Penalty 2468.500866 = -149989.699623
  nChanged 18
		SP:Iteration 13Q (35721.450000 sec): 3 clusters
  Score: Raw -152467.744827 + Penalty 2468.500866 = -149999.243961
  nChanged 14
		SP:Iteration 14Q (35721.620000 sec): 3 clusters
  Score: Raw -152477.856150 + Penalty 2468.500866 = -150009.355284
  nChanged 13
		SP:Iteration 15Q (35721.790000 sec): 3 clusters
  Score: Raw -152484.484452 + Penalty 2468.500866 = -150015.983587
  nChanged 5
		SP:Iteration 16Q (35721.970000 sec): 3 clusters
  Score: Raw -152487.884518 + Penalty 2468.500866 = -150019.383652
  nChanged 4
		SP:Iteration 17Q (35722.140000 sec): 3 clusters
  Score: Raw -152489.291287 + Penalty 2468.500866 = -150020.790422
  nChanged 5
		SP:Iteration 18Q (35722.320000 sec): 3 clusters
  Score: Raw -152490.485404 + Penalty 2468.500866 = -150021.984538
  nChanged 3
		SP:Iteration 19Q (35722.490000 sec): 3 clusters
  Score: Raw -152491.822446 + Penalty 2468.500866 = -150023.321580
  nChanged 4
		SP:Iteration 20F (35722.670000 sec): 3 clusters
  Score: Raw -152493.451293 + Penalty 2468.500866 = -150024.950427
  nChanged 3
		SP:Iteration 21Q (35722.840000 sec): 3 clusters
  Score: Raw -152494.648552 + Penalty 2468.500866 = -150026.147686
  nChanged 3
		SP:Iteration 22Q (35723.020000 sec): 3 clusters
  Score: Raw -152496.233228 + Penalty 2468.500866 = -150027.732363
  nChanged 3
		SP:Iteration 23Q (35723.190000 sec): 3 clusters
  Score: Raw -152497.362809 + Penalty 2468.500866 = -150028.861943
  nChanged 1
		SP:Iteration 24Q (35723.370000 sec): 3 clusters
  Score: Raw -152497.816146 + Penalty 2468.500866 = -150029.315281
  nChanged 1
		SP:Iteration 25Q (35723.550000 sec): 3 clusters
  Score: Raw -152498.095032 + Penalty 2468.500866 = -150029.594166
  nChanged 1
		SP:Iteration 26Q (35723.720000 sec): 3 clusters
  Score: Raw -152498.846988 + Penalty 2468.500866 = -150030.346123
  nChanged 3
		SP:Iteration 27Q (35723.900000 sec): 3 clusters
  Score: Raw -152499.901931 + Penalty 2468.500866 = -150031.401065
  nChanged 3
		SP:Iteration 28Q (35724.070000 sec): 3 clusters
  Score: Raw -152501.048272 + Penalty 2468.500866 = -150032.547407
  nChanged 2
		SP:Iteration 29Q (35724.250000 sec): 3 clusters
  Score: Raw -152501.787449 + Penalty 2468.500866 = -150033.286584
  nChanged 2
		SP:Iteration 30Q (35724.430000 sec): 3 clusters
  Score: Raw -152503.187522 + Penalty 2468.500866 = -150034.686657
  nChanged 1
		SP:Iteration 31Q (35724.600000 sec): 3 clusters
  Score: Raw -152503.705002 + Penalty 2468.500866 = -150035.204136
  nChanged 0
		SP:Iteration 32F (35724.780000 sec): 3 clusters
  Score: Raw -152503.705002 + Penalty 2468.500866 = -150035.204136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35724.870000 sec): 2 clusters
  Score: Raw -167808.579862 + Penalty 1244.077903 = -166564.501960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35725.040000 sec): 3 clusters
  Score: Raw -166921.528390 + Penalty 2488.155806 = -164433.372584
  nChanged 768
		SP:Iteration 1F (35725.220000 sec): 3 clusters
  Score: Raw -167569.560728 + Penalty 2488.155806 = -165081.404923
  nChanged 216
		SP:Iteration 2F (35725.390000 sec): 3 clusters
  Score: Raw -167859.590813 + Penalty 2488.155806 = -165371.435008
  nChanged 170
		SP:Iteration 3F (35725.570000 sec): 3 clusters
  Score: Raw -168071.362573 + Penalty 2488.155806 = -165583.206767
  nChanged 116
		SP:Iteration 4F (35725.750000 sec): 3 clusters
  Score: Raw -168207.326198 + Penalty 2488.155806 = -165719.170392
  nChanged 93
		SP:Iteration 5Q (35725.920000 sec): 3 clusters
  Score: Raw -168309.475073 + Penalty 2488.155806 = -165821.319267
  nChanged 73
		SP:Iteration 6Q (35726.100000 sec): 3 clusters
  Score: Raw -168392.693160 + Penalty 2488.155806 = -165904.537354
  nChanged 48
		SP:Iteration 7Q (35726.270000 sec): 3 clusters
  Score: Raw -168427.151574 + Penalty 2488.155806 = -165938.995768
  nChanged 30
		SP:Iteration 8Q (35726.450000 sec): 3 clusters
  Score: Raw -168454.110062 + Penalty 2488.155806 = -165965.954256
  nChanged 23
		SP:Iteration 9Q (35726.630000 sec): 3 clusters
  Score: Raw -168468.671488 + Penalty 2488.155806 = -165980.515683
  nChanged 18
		SP:Iteration 10Q (35726.800000 sec): 3 clusters
  Score: Raw -168478.816678 + Penalty 2488.155806 = -165990.660872
  nChanged 9
		SP:Iteration 11Q (35726.970000 sec): 3 clusters
  Score: Raw -168483.811095 + Penalty 2488.155806 = -165995.655289
  nChanged 6
		SP:Iteration 12Q (35727.150000 sec): 3 clusters
  Score: Raw -168486.248340 + Penalty 2488.155806 = -165998.092535
  nChanged 2
		SP:Iteration 13Q (35727.330000 sec): 3 clusters
  Score: Raw -168486.835963 + Penalty 2488.155806 = -165998.680157
  nChanged 1
		SP:Iteration 14Q (35727.500000 sec): 3 clusters
  Score: Raw -168487.213884 + Penalty 2488.155806 = -165999.058078
  nChanged 0
		SP:Iteration 15F (35727.680000 sec): 3 clusters
  Score: Raw -168487.213884 + Penalty 2488.155806 = -165999.058078
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35728.340000 sec): 2 clusters
  Score: Raw -8043814.206564 + Penalty 1861.001223 = -8041953.205341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35729.290000 sec): 3 clusters
  Score: Raw -7982966.493343 + Penalty 3722.002446 = -7979244.490897
  nChanged 44907
		SP:Iteration 1F (35730.240000 sec): 3 clusters
  Score: Raw -8009592.101217 + Penalty 3722.002446 = -8005870.098771
  nChanged 4176
		SP:Iteration 2Q (35731.190000 sec): 3 clusters
  Score: Raw -8011237.462043 + Penalty 3722.002446 = -8007515.459597
  nChanged 4970
		SP:Iteration 3F (35732.130000 sec): 3 clusters
  Score: Raw -8013741.036087 + Penalty 3722.002446 = -8010019.033641
  nChanged 5956
		SP:Iteration 4F (35733.080000 sec): 3 clusters
  Score: Raw -8017404.641307 + Penalty 3722.002446 = -8013682.638862
  nChanged 6867
		SP:Iteration 5F (35734.050000 sec): 3 clusters
  Score: Raw -8022541.039996 + Penalty 3722.002446 = -8018819.037550
  nChanged 7301
		SP:Iteration 6F (35734.920000 sec): 3 clusters
  Score: Raw -8028833.808538 + Penalty 3722.002446 = -8025111.806092
  nChanged 6662
		SP:Iteration 7F (35735.830000 sec): 3 clusters
  Score: Raw -8035096.087684 + Penalty 3722.002446 = -8031374.085238
  nChanged 4906
		SP:Iteration 8F (35736.750000 sec): 3 clusters
  Score: Raw -8039893.723432 + Penalty 3722.002446 = -8036171.720986
  nChanged 2694
		SP:Iteration 9Q (35737.700000 sec): 3 clusters
  Score: Raw -8042457.927422 + Penalty 3722.002446 = -8038735.924976
  nChanged 1059
		SP:Iteration 10Q (35738.620000 sec): 3 clusters
  Score: Raw -8043441.662504 + Penalty 3722.002446 = -8039719.660058
  nChanged 326
		SP:Iteration 11Q (35739.580000 sec): 3 clusters
  Score: Raw -8043798.724610 + Penalty 3722.002446 = -8040076.722164
  nChanged 80
		SP:Iteration 12Q (35740.530000 sec): 3 clusters
  Score: Raw -8043895.860937 + Penalty 3722.002446 = -8040173.858491
  nChanged 33
		SP:Iteration 13Q (35741.480000 sec): 3 clusters
  Score: Raw -8043941.377510 + Penalty 3722.002446 = -8040219.375064
  nChanged 19
		SP:Iteration 14Q (35742.480000 sec): 3 clusters
  Score: Raw -8043966.483762 + Penalty 3722.002446 = -8040244.481316
  nChanged 14
		SP:Iteration 15Q (35743.440000 sec): 3 clusters
  Score: Raw -8043990.352106 + Penalty 3722.002446 = -8040268.349660
  nChanged 3
		SP:Iteration 16Q (35744.340000 sec): 3 clusters
  Score: Raw -8043995.346725 + Penalty 3722.002446 = -8040273.344280
  nChanged 1
		SP:Iteration 17Q (35745.130000 sec): 3 clusters
  Score: Raw -8043996.986870 + Penalty 3722.002446 = -8040274.984424
  nChanged 1
		SP:Iteration 18Q (35746.000000 sec): 3 clusters
  Score: Raw -8043998.262663 + Penalty 3722.002446 = -8040276.260218
  nChanged 1
		SP:Iteration 19Q (35746.880000 sec): 3 clusters
  Score: Raw -8043999.174289 + Penalty 3722.002446 = -8040277.171844
  nChanged 1
		SP:Iteration 20F (35747.820000 sec): 3 clusters
  Score: Raw -8043999.537718 + Penalty 3722.002446 = -8040277.535272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35747.920000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35748.130000 sec): 3 clusters
  Score: Raw -125042.733143 + Penalty 2405.796744 = -122636.936399
  nChanged 536
		SP:Iteration 1F (35748.300000 sec): 3 clusters
  Score: Raw -125440.186841 + Penalty 2405.796744 = -123034.390097
  nChanged 117
		SP:Iteration 2F (35748.480000 sec): 3 clusters
  Score: Raw -125532.327934 + Penalty 2405.796744 = -123126.531190
  nChanged 74
		SP:Iteration 3Q (35748.660000 sec): 3 clusters
  Score: Raw -125596.297374 + Penalty 2405.796744 = -123190.500630
  nChanged 57
		SP:Iteration 4Q (35748.830000 sec): 3 clusters
  Score: Raw -125643.643125 + Penalty 2405.796744 = -123237.846381
  nChanged 49
		SP:Iteration 5Q (35749.010000 sec): 3 clusters
  Score: Raw -125686.168880 + Penalty 2405.796744 = -123280.372135
  nChanged 35
		SP:Iteration 6Q (35749.180000 sec): 3 clusters
  Score: Raw -125723.918547 + Penalty 2405.796744 = -123318.121802
  nChanged 29
		SP:Iteration 7Q (35749.360000 sec): 3 clusters
  Score: Raw -125746.546084 + Penalty 2405.796744 = -123340.749339
  nChanged 29
		SP:Iteration 8Q (35749.530000 sec): 3 clusters
  Score: Raw -125771.770906 + Penalty 2405.796744 = -123365.974162
  nChanged 17
		SP:Iteration 9Q (35749.710000 sec): 3 clusters
  Score: Raw -125783.492996 + Penalty 2405.796744 = -123377.696251
  nChanged 10
		SP:Iteration 10Q (35749.880000 sec): 3 clusters
  Score: Raw -125790.743907 + Penalty 2405.796744 = -123384.947163
  nChanged 7
		SP:Iteration 11Q (35750.060000 sec): 3 clusters
  Score: Raw -125799.485106 + Penalty 2405.796744 = -123393.688362
  nChanged 10
		SP:Iteration 12Q (35750.240000 sec): 3 clusters
  Score: Raw -125805.815837 + Penalty 2405.796744 = -123400.019093
  nChanged 7
		SP:Iteration 13Q (35750.410000 sec): 3 clusters
  Score: Raw -125810.885169 + Penalty 2405.796744 = -123405.088424
  nChanged 9
		SP:Iteration 14Q (35750.600000 sec): 3 clusters
  Score: Raw -125818.122323 + Penalty 2405.796744 = -123412.325579
  nChanged 8
		SP:Iteration 15Q (35750.760000 sec): 3 clusters
  Score: Raw -125825.341674 + Penalty 2405.796744 = -123419.544929
  nChanged 7
		SP:Iteration 16Q (35750.940000 sec): 3 clusters
  Score: Raw -125831.246235 + Penalty 2405.796744 = -123425.449491
  nChanged 5
		SP:Iteration 17Q (35751.110000 sec): 3 clusters
  Score: Raw -125836.870043 + Penalty 2405.796744 = -123431.073299
  nChanged 6
		SP:Iteration 18Q (35751.280000 sec): 3 clusters
  Score: Raw -125842.947269 + Penalty 2405.796744 = -123437.150525
  nChanged 10
		SP:Iteration 19Q (35751.460000 sec): 3 clusters
  Score: Raw -125851.183965 + Penalty 2405.796744 = -123445.387221
  nChanged 8
		SP:Iteration 20F (35751.630000 sec): 3 clusters
  Score: Raw -125857.328746 + Penalty 2405.796744 = -123451.532002
  nChanged 8
		SP:Iteration 21Q (35751.800000 sec): 3 clusters
  Score: Raw -125861.601692 + Penalty 2405.796744 = -123455.804948
  nChanged 5
		SP:Iteration 22Q (35751.990000 sec): 3 clusters
  Score: Raw -125866.543743 + Penalty 2405.796744 = -123460.746998
  nChanged 7
		SP:Iteration 23Q (35752.150000 sec): 3 clusters
  Score: Raw -125872.213516 + Penalty 2405.796744 = -123466.416772
  nChanged 8
		SP:Iteration 24Q (35752.320000 sec): 3 clusters
  Score: Raw -125876.853320 + Penalty 2405.796744 = -123471.056576
  nChanged 7
		SP:Iteration 25Q (35752.500000 sec): 3 clusters
  Score: Raw -125883.984014 + Penalty 2405.796744 = -123478.187270
  nChanged 2
		SP:Iteration 26Q (35752.670000 sec): 3 clusters
  Score: Raw -125884.454804 + Penalty 2405.796744 = -123478.658060
  nChanged 2
		SP:Iteration 27Q (35752.840000 sec): 3 clusters
  Score: Raw -125886.945031 + Penalty 2405.796744 = -123481.148287
  nChanged 4
		SP:Iteration 28Q (35753.020000 sec): 3 clusters
  Score: Raw -125890.574034 + Penalty 2405.796744 = -123484.777290
  nChanged 7
		SP:Iteration 29Q (35753.190000 sec): 3 clusters
  Score: Raw -125893.138045 + Penalty 2405.796744 = -123487.341301
  nChanged 3
		SP:Iteration 30Q (35753.360000 sec): 3 clusters
  Score: Raw -125896.123805 + Penalty 2405.796744 = -123490.327061
  nChanged 4
		SP:Iteration 31Q (35753.540000 sec): 3 clusters
  Score: Raw -125899.200975 + Penalty 2405.796744 = -123493.404231
  nChanged 5
		SP:Iteration 32Q (35753.710000 sec): 3 clusters
  Score: Raw -125901.874434 + Penalty 2405.796744 = -123496.077689
  nChanged 5
		SP:Iteration 33Q (35753.880000 sec): 3 clusters
  Score: Raw -125903.985148 + Penalty 2405.796744 = -123498.188404
  nChanged 5
		SP:Iteration 34Q (35754.060000 sec): 3 clusters
  Score: Raw -125908.376711 + Penalty 2405.796744 = -123502.579966
  nChanged 4
		SP:Iteration 35Q (35754.230000 sec): 3 clusters
  Score: Raw -125910.936446 + Penalty 2405.796744 = -123505.139702
  nChanged 6
		SP:Iteration 36Q (35754.400000 sec): 3 clusters
  Score: Raw -125915.008054 + Penalty 2405.796744 = -123509.211309
  nChanged 3
		SP:Iteration 37Q (35754.580000 sec): 3 clusters
  Score: Raw -125917.871269 + Penalty 2405.796744 = -123512.074525
  nChanged 3
		SP:Iteration 38Q (35754.750000 sec): 3 clusters
  Score: Raw -125919.556768 + Penalty 2405.796744 = -123513.760024
  nChanged 4
		SP:Iteration 39Q (35754.920000 sec): 3 clusters
  Score: Raw -125922.563711 + Penalty 2405.796744 = -123516.766967
  nChanged 6
		SP:Iteration 40F (35755.100000 sec): 3 clusters
  Score: Raw -125926.129189 + Penalty 2405.796744 = -123520.332445
  nChanged 7
		SP:Iteration 41Q (35755.270000 sec): 3 clusters
  Score: Raw -125930.131433 + Penalty 2405.796744 = -123524.334689
  nChanged 5
		SP:Iteration 42Q (35755.440000 sec): 3 clusters
  Score: Raw -125933.025246 + Penalty 2405.796744 = -123527.228501
  nChanged 3
		SP:Iteration 43Q (35755.620000 sec): 3 clusters
  Score: Raw -125934.345571 + Penalty 2405.796744 = -123528.548827
  nChanged 4
		SP:Iteration 44Q (35755.800000 sec): 3 clusters
  Score: Raw -125935.954154 + Penalty 2405.796744 = -123530.157409
  nChanged 4
		SP:Iteration 45Q (35755.930000 sec): 3 clusters
  Score: Raw -125937.931956 + Penalty 2405.796744 = -123532.135211
  nChanged 1
		SP:Iteration 46Q (35756.100000 sec): 3 clusters
  Score: Raw -125938.098813 + Penalty 2405.796744 = -123532.302069
  nChanged 1
		SP:Iteration 47Q (35756.280000 sec): 3 clusters
  Score: Raw -125938.332816 + Penalty 2405.796744 = -123532.536072
  nChanged 1
		SP:Iteration 48Q (35756.450000 sec): 3 clusters
  Score: Raw -125939.022643 + Penalty 2405.796744 = -123533.225898
  nChanged 2
		SP:Iteration 49Q (35756.620000 sec): 3 clusters
  Score: Raw -125940.471955 + Penalty 2405.796744 = -123534.675211
  nChanged 0
		SP:Iteration 50F (35756.800000 sec): 3 clusters
  Score: Raw -125940.471955 + Penalty 2405.796744 = -123534.675211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35756.910000 sec): 2 clusters
  Score: Raw -207387.984416 + Penalty 1303.774011 = -206084.210405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35757.080000 sec): 3 clusters
  Score: Raw -205988.437785 + Penalty 2607.548023 = -203380.889762
  nChanged 1198
		SP:Iteration 1F (35757.260000 sec): 3 clusters
  Score: Raw -206941.946828 + Penalty 2607.548023 = -204334.398805
  nChanged 311
		SP:Iteration 2F (35757.430000 sec): 3 clusters
  Score: Raw -207227.211017 + Penalty 2607.548023 = -204619.662994
  nChanged 196
		SP:Iteration 3F (35757.610000 sec): 3 clusters
  Score: Raw -207405.909034 + Penalty 2607.548023 = -204798.361012
  nChanged 180
		SP:Iteration 4F (35757.790000 sec): 3 clusters
  Score: Raw -207542.265932 + Penalty 2607.548023 = -204934.717909
  nChanged 127
		SP:Iteration 5Q (35757.960000 sec): 3 clusters
  Score: Raw -207637.095996 + Penalty 2607.548023 = -205029.547973
  nChanged 105
		SP:Iteration 6Q (35758.140000 sec): 3 clusters
  Score: Raw -207709.605949 + Penalty 2607.548023 = -205102.057927
  nChanged 76
		SP:Iteration 7Q (35758.310000 sec): 3 clusters
  Score: Raw -207746.261602 + Penalty 2607.548023 = -205138.713580
  nChanged 49
		SP:Iteration 8Q (35758.490000 sec): 3 clusters
  Score: Raw -207774.457784 + Penalty 2607.548023 = -205166.909762
  nChanged 40
		SP:Iteration 9Q (35758.670000 sec): 3 clusters
  Score: Raw -207796.638895 + Penalty 2607.548023 = -205189.090872
  nChanged 40
		SP:Iteration 10Q (35758.840000 sec): 3 clusters
  Score: Raw -207818.947670 + Penalty 2607.548023 = -205211.399647
  nChanged 39
		SP:Iteration 11Q (35759.020000 sec): 3 clusters
  Score: Raw -207841.222141 + Penalty 2607.548023 = -205233.674118
  nChanged 36
		SP:Iteration 12Q (35759.190000 sec): 3 clusters
  Score: Raw -207858.459906 + Penalty 2607.548023 = -205250.911883
  nChanged 34
		SP:Iteration 13Q (35759.370000 sec): 3 clusters
  Score: Raw -207873.158319 + Penalty 2607.548023 = -205265.610296
  nChanged 17
		SP:Iteration 14Q (35759.550000 sec): 3 clusters
  Score: Raw -207880.808131 + Penalty 2607.548023 = -205273.260108
  nChanged 14
		SP:Iteration 15Q (35759.720000 sec): 3 clusters
  Score: Raw -207885.590584 + Penalty 2607.548023 = -205278.042561
  nChanged 9
		SP:Iteration 16Q (35759.900000 sec): 3 clusters
  Score: Raw -207888.202670 + Penalty 2607.548023 = -205280.654648
  nChanged 9
		SP:Iteration 17Q (35760.070000 sec): 3 clusters
  Score: Raw -207891.180804 + Penalty 2607.548023 = -205283.632781
  nChanged 12
		SP:Iteration 18Q (35760.250000 sec): 3 clusters
  Score: Raw -207895.270252 + Penalty 2607.548023 = -205287.722229
  nChanged 13
		SP:Iteration 19Q (35760.430000 sec): 3 clusters
  Score: Raw -207899.410651 + Penalty 2607.548023 = -205291.862628
  nChanged 7
		SP:Iteration 20F (35760.600000 sec): 3 clusters
  Score: Raw -207903.110342 + Penalty 2607.548023 = -205295.562320
  nChanged 9
		SP:Iteration 21Q (35760.780000 sec): 3 clusters
  Score: Raw -207905.816599 + Penalty 2607.548023 = -205298.268577
  nChanged 6
		SP:Iteration 22Q (35760.950000 sec): 3 clusters
  Score: Raw -207908.073263 + Penalty 2607.548023 = -205300.525240
  nChanged 7
		SP:Iteration 23Q (35761.130000 sec): 3 clusters
  Score: Raw -207911.110156 + Penalty 2607.548023 = -205303.562133
  nChanged 5
		SP:Iteration 24Q (35761.300000 sec): 3 clusters
  Score: Raw -207912.462709 + Penalty 2607.548023 = -205304.914686
  nChanged 3
		SP:Iteration 25Q (35761.470000 sec): 3 clusters
  Score: Raw -207912.951855 + Penalty 2607.548023 = -205305.403833
  nChanged 1
		SP:Iteration 26Q (35761.650000 sec): 3 clusters
  Score: Raw -207913.240981 + Penalty 2607.548023 = -205305.692958
  nChanged 0
		SP:Iteration 27F (35761.830000 sec): 3 clusters
  Score: Raw -207913.240981 + Penalty 2607.548023 = -205305.692958
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35761.920000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35762.090000 sec): 3 clusters
  Score: Raw -11628.492876 + Penalty 1624.093989 = -10004.398887
  nChanged 21
		SP:Iteration 1F (35762.260000 sec): 3 clusters
  Score: Raw -11708.343053 + Penalty 1624.093989 = -10084.249064
  nChanged 4
		SP:Iteration 2Q (35762.450000 sec): 3 clusters
  Score: Raw -11731.158837 + Penalty 1624.093989 = -10107.064848
  nChanged 2
		SP:Iteration 3Q (35762.600000 sec): 3 clusters
  Score: Raw -11740.712517 + Penalty 1624.093989 = -10116.618528
  nChanged 1
		SP:Iteration 4Q (35762.760000 sec): 3 clusters
  Score: Raw -11742.844385 + Penalty 1624.093989 = -10118.750396
  nChanged 0
		SP:Iteration 5F (35762.920000 sec): 3 clusters
  Score: Raw -11742.844385 + Penalty 1624.093989 = -10118.750396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35763.000000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35763.160000 sec): 3 clusters
  Score: Raw -93797.784591 + Penalty 2299.087965 = -91498.696626
  nChanged 379
		SP:Iteration 1F (35763.320000 sec): 3 clusters
  Score: Raw -94107.015989 + Penalty 2299.087965 = -91807.928024
  nChanged 82
		SP:Iteration 2F (35763.480000 sec): 3 clusters
  Score: Raw -94176.547574 + Penalty 2299.087965 = -91877.459609
  nChanged 48
		SP:Iteration 3Q (35763.640000 sec): 3 clusters
  Score: Raw -94222.076521 + Penalty 2299.087965 = -91922.988556
  nChanged 34
		SP:Iteration 4Q (35763.800000 sec): 3 clusters
  Score: Raw -94256.826861 + Penalty 2299.087965 = -91957.738896
  nChanged 31
		SP:Iteration 5Q (35763.960000 sec): 3 clusters
  Score: Raw -94279.782836 + Penalty 2299.087965 = -91980.694871
  nChanged 18
		SP:Iteration 6Q (35764.140000 sec): 3 clusters
  Score: Raw -94295.695967 + Penalty 2299.087965 = -91996.608002
  nChanged 15
		SP:Iteration 7Q (35764.320000 sec): 3 clusters
  Score: Raw -94311.347467 + Penalty 2299.087965 = -92012.259502
  nChanged 13
		SP:Iteration 8Q (35764.490000 sec): 3 clusters
  Score: Raw -94322.204293 + Penalty 2299.087965 = -92023.116328
  nChanged 7
		SP:Iteration 9Q (35764.670000 sec): 3 clusters
  Score: Raw -94332.322373 + Penalty 2299.087965 = -92033.234407
  nChanged 14
		SP:Iteration 10Q (35764.840000 sec): 3 clusters
  Score: Raw -94342.623176 + Penalty 2299.087965 = -92043.535211
  nChanged 12
		SP:Iteration 11Q (35765.020000 sec): 3 clusters
  Score: Raw -94351.840460 + Penalty 2299.087965 = -92052.752495
  nChanged 12
		SP:Iteration 12Q (35765.200000 sec): 3 clusters
  Score: Raw -94357.752498 + Penalty 2299.087965 = -92058.664533
  nChanged 4
		SP:Iteration 13Q (35765.370000 sec): 3 clusters
  Score: Raw -94359.284478 + Penalty 2299.087965 = -92060.196513
  nChanged 2
		SP:Iteration 14Q (35765.550000 sec): 3 clusters
  Score: Raw -94360.464947 + Penalty 2299.087965 = -92061.376982
  nChanged 2
		SP:Iteration 15Q (35765.720000 sec): 3 clusters
  Score: Raw -94362.295495 + Penalty 2299.087965 = -92063.207530
  nChanged 3
		SP:Iteration 16Q (35765.900000 sec): 3 clusters
  Score: Raw -94364.279027 + Penalty 2299.087965 = -92065.191062
  nChanged 3
		SP:Iteration 17Q (35766.080000 sec): 3 clusters
  Score: Raw -94367.764534 + Penalty 2299.087965 = -92068.676568
  nChanged 4
		SP:Iteration 18Q (35766.250000 sec): 3 clusters
  Score: Raw -94371.140996 + Penalty 2299.087965 = -92072.053031
  nChanged 6
		SP:Iteration 19Q (35766.430000 sec): 3 clusters
  Score: Raw -94375.563512 + Penalty 2299.087965 = -92076.475546
  nChanged 3
		SP:Iteration 20F (35766.600000 sec): 3 clusters
  Score: Raw -94377.675209 + Penalty 2299.087965 = -92078.587244
  nChanged 7
		SP:Iteration 21Q (35766.780000 sec): 3 clusters
  Score: Raw -94383.107199 + Penalty 2299.087965 = -92084.019234
  nChanged 7
		SP:Iteration 22Q (35766.960000 sec): 3 clusters
  Score: Raw -94387.524809 + Penalty 2299.087965 = -92088.436844
  nChanged 5
		SP:Iteration 23Q (35767.130000 sec): 3 clusters
  Score: Raw -94390.039770 + Penalty 2299.087965 = -92090.951805
  nChanged 3
		SP:Iteration 24Q (35767.310000 sec): 3 clusters
  Score: Raw -94390.945111 + Penalty 2299.087965 = -92091.857146
  nChanged 3
		SP:Iteration 25Q (35767.480000 sec): 3 clusters
  Score: Raw -94392.478490 + Penalty 2299.087965 = -92093.390525
  nChanged 0
		SP:Iteration 26F (35767.660000 sec): 3 clusters
  Score: Raw -94392.478490 + Penalty 2299.087965 = -92093.390525
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35767.750000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35767.920000 sec): 3 clusters
  Score: Raw -145905.415675 + Penalty 2475.292158 = -143430.123517
  nChanged 733
		SP:Iteration 1F (35768.100000 sec): 3 clusters
  Score: Raw -146360.912951 + Penalty 2475.292158 = -143885.620793
  nChanged 165
		SP:Iteration 2F (35768.280000 sec): 3 clusters
  Score: Raw -146508.133322 + Penalty 2475.292158 = -144032.841164
  nChanged 124
		SP:Iteration 3F (35768.450000 sec): 3 clusters
  Score: Raw -146588.556858 + Penalty 2475.292158 = -144113.264700
  nChanged 81
		SP:Iteration 4Q (35768.630000 sec): 3 clusters
  Score: Raw -146641.519163 + Penalty 2475.292158 = -144166.227006
  nChanged 48
		SP:Iteration 5Q (35768.800000 sec): 3 clusters
  Score: Raw -146669.770701 + Penalty 2475.292158 = -144194.478543
  nChanged 41
		SP:Iteration 6Q (35768.980000 sec): 3 clusters
  Score: Raw -146690.552228 + Penalty 2475.292158 = -144215.260070
  nChanged 40
		SP:Iteration 7Q (35769.150000 sec): 3 clusters
  Score: Raw -146710.253871 + Penalty 2475.292158 = -144234.961713
  nChanged 24
		SP:Iteration 8Q (35769.370000 sec): 3 clusters
  Score: Raw -146720.706638 + Penalty 2475.292158 = -144245.414481
  nChanged 24
		SP:Iteration 9Q (35769.550000 sec): 3 clusters
  Score: Raw -146729.916426 + Penalty 2475.292158 = -144254.624268
  nChanged 14
		SP:Iteration 10Q (35769.710000 sec): 3 clusters
  Score: Raw -146738.809705 + Penalty 2475.292158 = -144263.517548
  nChanged 21
		SP:Iteration 11Q (35769.830000 sec): 3 clusters
  Score: Raw -146748.312669 + Penalty 2475.292158 = -144273.020512
  nChanged 18
		SP:Iteration 12Q (35769.980000 sec): 3 clusters
  Score: Raw -146759.215254 + Penalty 2475.292158 = -144283.923096
  nChanged 15
		SP:Iteration 13Q (35770.140000 sec): 3 clusters
  Score: Raw -146765.888286 + Penalty 2475.292158 = -144290.596128
  nChanged 14
		SP:Iteration 14Q (35770.300000 sec): 3 clusters
  Score: Raw -146772.102343 + Penalty 2475.292158 = -144296.810186
  nChanged 11
		SP:Iteration 15Q (35770.460000 sec): 3 clusters
  Score: Raw -146778.774478 + Penalty 2475.292158 = -144303.482320
  nChanged 17
		SP:Iteration 16Q (35770.630000 sec): 3 clusters
  Score: Raw -146788.019790 + Penalty 2475.292158 = -144312.727633
  nChanged 15
		SP:Iteration 17Q (35770.830000 sec): 3 clusters
  Score: Raw -146799.039502 + Penalty 2475.292158 = -144323.747344
  nChanged 15
		SP:Iteration 18Q (35770.970000 sec): 3 clusters
  Score: Raw -146806.732313 + Penalty 2475.292158 = -144331.440155
  nChanged 14
		SP:Iteration 19Q (35771.130000 sec): 3 clusters
  Score: Raw -146814.396587 + Penalty 2475.292158 = -144339.104429
  nChanged 17
		SP:Iteration 20F (35771.290000 sec): 3 clusters
  Score: Raw -146822.078471 + Penalty 2475.292158 = -144346.786314
  nChanged 15
		SP:Iteration 21Q (35771.450000 sec): 3 clusters
  Score: Raw -146828.596272 + Penalty 2475.292158 = -144353.304115
  nChanged 8
		SP:Iteration 22Q (35771.610000 sec): 3 clusters
  Score: Raw -146832.405159 + Penalty 2475.292158 = -144357.113002
  nChanged 13
		SP:Iteration 23Q (35771.770000 sec): 3 clusters
  Score: Raw -146839.931868 + Penalty 2475.292158 = -144364.639710
  nChanged 17
		SP:Iteration 24Q (35771.930000 sec): 3 clusters
  Score: Raw -146848.705472 + Penalty 2475.292158 = -144373.413315
  nChanged 12
		SP:Iteration 25Q (35772.100000 sec): 3 clusters
  Score: Raw -146854.191180 + Penalty 2475.292158 = -144378.899022
  nChanged 15
		SP:Iteration 26Q (35772.270000 sec): 3 clusters
  Score: Raw -146860.992572 + Penalty 2475.292158 = -144385.700414
  nChanged 14
		SP:Iteration 27Q (35772.450000 sec): 3 clusters
  Score: Raw -146868.048139 + Penalty 2475.292158 = -144392.755981
  nChanged 14
		SP:Iteration 28Q (35772.620000 sec): 3 clusters
  Score: Raw -146875.002566 + Penalty 2475.292158 = -144399.710409
  nChanged 9
		SP:Iteration 29Q (35772.790000 sec): 3 clusters
  Score: Raw -146879.662414 + Penalty 2475.292158 = -144404.370257
  nChanged 10
		SP:Iteration 30Q (35772.970000 sec): 3 clusters
  Score: Raw -146884.230552 + Penalty 2475.292158 = -144408.938394
  nChanged 10
		SP:Iteration 31Q (35773.140000 sec): 3 clusters
  Score: Raw -146888.002608 + Penalty 2475.292158 = -144412.710451
  nChanged 7
		SP:Iteration 32Q (35773.310000 sec): 3 clusters
  Score: Raw -146890.847797 + Penalty 2475.292158 = -144415.555640
  nChanged 7
		SP:Iteration 33Q (35773.490000 sec): 3 clusters
  Score: Raw -146895.095468 + Penalty 2475.292158 = -144419.803310
  nChanged 11
		SP:Iteration 34Q (35773.660000 sec): 3 clusters
  Score: Raw -146903.481755 + Penalty 2475.292158 = -144428.189597
  nChanged 2
		SP:Iteration 35Q (35773.840000 sec): 3 clusters
  Score: Raw -146903.962124 + Penalty 2475.292158 = -144428.669967
  nChanged 1
		SP:Iteration 36Q (35774.010000 sec): 3 clusters
  Score: Raw -146904.884105 + Penalty 2475.292158 = -144429.591947
  nChanged 1
		SP:Iteration 37Q (35774.180000 sec): 3 clusters
  Score: Raw -146905.002917 + Penalty 2475.292158 = -144429.710759
  nChanged 0
		SP:Iteration 38F (35774.360000 sec): 3 clusters
  Score: Raw -146905.002917 + Penalty 2475.292158 = -144429.710759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35774.440000 sec): 2 clusters
  Score: Raw -24760.321635 + Penalty 930.612759 = -23829.708876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35774.620000 sec): 3 clusters
  Score: Raw -24800.527888 + Penalty 1861.225518 = -22939.302370
  nChanged 57
		SP:Iteration 1F (35774.790000 sec): 3 clusters
  Score: Raw -24941.235346 + Penalty 1861.225518 = -23080.009828
  nChanged 18
		SP:Iteration 2F (35774.960000 sec): 3 clusters
  Score: Raw -24987.146026 + Penalty 1861.225518 = -23125.920508
  nChanged 5
		SP:Iteration 3Q (35775.140000 sec): 3 clusters
  Score: Raw -24994.249746 + Penalty 1861.225518 = -23133.024228
  nChanged 0
		SP:Iteration 4F (35775.310000 sec): 3 clusters
  Score: Raw -24994.249746 + Penalty 1861.225518 = -23133.024228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35775.400000 sec): 2 clusters
  Score: Raw -31585.583691 + Penalty 1002.561744 = -30583.021947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35775.570000 sec): 3 clusters
  Score: Raw -31536.651675 + Penalty 2005.123488 = -29531.528187
  nChanged 100
		SP:Iteration 1F (35775.750000 sec): 3 clusters
  Score: Raw -31719.336416 + Penalty 2005.123488 = -29714.212928
  nChanged 36
		SP:Iteration 2F (35775.920000 sec): 3 clusters
  Score: Raw -31810.563447 + Penalty 2005.123488 = -29805.439959
  nChanged 23
		SP:Iteration 3Q (35776.090000 sec): 3 clusters
  Score: Raw -31873.106701 + Penalty 2005.123488 = -29867.983213
  nChanged 11
		SP:Iteration 4Q (35776.270000 sec): 3 clusters
  Score: Raw -31918.542061 + Penalty 2005.123488 = -29913.418573
  nChanged 8
		SP:Iteration 5Q (35776.440000 sec): 3 clusters
  Score: Raw -31958.524760 + Penalty 2005.123488 = -29953.401272
  nChanged 14
		SP:Iteration 6Q (35776.610000 sec): 3 clusters
  Score: Raw -32038.025316 + Penalty 2005.123488 = -30032.901828
  nChanged 15
		SP:Iteration 7Q (35776.790000 sec): 3 clusters
  Score: Raw -32083.612053 + Penalty 2005.123488 = -30078.488565
  nChanged 10
		SP:Iteration 8Q (35776.960000 sec): 3 clusters
  Score: Raw -32114.119576 + Penalty 2005.123488 = -30108.996088
  nChanged 6
		SP:Iteration 9Q (35777.130000 sec): 3 clusters
  Score: Raw -32151.246742 + Penalty 2005.123488 = -30146.123254
  nChanged 8
		SP:Iteration 10Q (35777.310000 sec): 3 clusters
  Score: Raw -32195.503029 + Penalty 2005.123488 = -30190.379541
  nChanged 8
		SP:Iteration 11Q (35777.470000 sec): 3 clusters
  Score: Raw -32229.711803 + Penalty 2005.123488 = -30224.588315
  nChanged 9
		SP:Iteration 12Q (35777.630000 sec): 3 clusters
  Score: Raw -32249.571362 + Penalty 2005.123488 = -30244.447874
  nChanged 4
		SP:Iteration 13Q (35777.790000 sec): 3 clusters
  Score: Raw -32259.059123 + Penalty 2005.123488 = -30253.935635
  nChanged 4
		SP:Iteration 14Q (35777.950000 sec): 3 clusters
  Score: Raw -32267.174429 + Penalty 2005.123488 = -30262.050941
  nChanged 5
		SP:Iteration 15Q (35778.110000 sec): 3 clusters
  Score: Raw -32286.737624 + Penalty 2005.123488 = -30281.614136
  nChanged 4
		SP:Iteration 16Q (35778.270000 sec): 3 clusters
  Score: Raw -32307.552943 + Penalty 2005.123488 = -30302.429455
  nChanged 3
		SP:Iteration 17Q (35778.430000 sec): 3 clusters
  Score: Raw -32314.698941 + Penalty 2005.123488 = -30309.575452
  nChanged 3
		SP:Iteration 18Q (35778.590000 sec): 3 clusters
  Score: Raw -32323.844684 + Penalty 2005.123488 = -30318.721196
  nChanged 2
		SP:Iteration 19Q (35778.750000 sec): 3 clusters
  Score: Raw -32329.731587 + Penalty 2005.123488 = -30324.608099
  nChanged 0
		SP:Iteration 20F (35778.910000 sec): 3 clusters
  Score: Raw -32329.731587 + Penalty 2005.123488 = -30324.608099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35778.990000 sec): 2 clusters
  Score: Raw -115825.606510 + Penalty 1180.291063 = -114645.315447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35779.150000 sec): 3 clusters
  Score: Raw -115300.353801 + Penalty 2360.582126 = -112939.771676
  nChanged 475
		SP:Iteration 1F (35779.310000 sec): 3 clusters
  Score: Raw -115655.168355 + Penalty 2360.582126 = -113294.586229
  nChanged 117
		SP:Iteration 2F (35779.470000 sec): 3 clusters
  Score: Raw -115789.921133 + Penalty 2360.582126 = -113429.339008
  nChanged 85
		SP:Iteration 3F (35779.630000 sec): 3 clusters
  Score: Raw -115900.933693 + Penalty 2360.582126 = -113540.351567
  nChanged 70
		SP:Iteration 4Q (35779.790000 sec): 3 clusters
  Score: Raw -115988.720968 + Penalty 2360.582126 = -113628.138843
  nChanged 62
		SP:Iteration 5Q (35779.950000 sec): 3 clusters
  Score: Raw -116071.215454 + Penalty 2360.582126 = -113710.633328
  nChanged 54
		SP:Iteration 6Q (35780.110000 sec): 3 clusters
  Score: Raw -116153.182240 + Penalty 2360.582126 = -113792.600114
  nChanged 58
		SP:Iteration 7Q (35780.270000 sec): 3 clusters
  Score: Raw -116212.523248 + Penalty 2360.582126 = -113851.941122
  nChanged 61
		SP:Iteration 8Q (35780.430000 sec): 3 clusters
  Score: Raw -116282.431144 + Penalty 2360.582126 = -113921.849018
  nChanged 56
		SP:Iteration 9Q (35780.590000 sec): 3 clusters
  Score: Raw -116352.250756 + Penalty 2360.582126 = -113991.668630
  nChanged 44
		SP:Iteration 10Q (35780.750000 sec): 3 clusters
  Score: Raw -116393.834042 + Penalty 2360.582126 = -114033.251916
  nChanged 26
		SP:Iteration 11Q (35780.910000 sec): 3 clusters
  Score: Raw -116417.841522 + Penalty 2360.582126 = -114057.259396
  nChanged 23
		SP:Iteration 12Q (35781.070000 sec): 3 clusters
  Score: Raw -116440.567116 + Penalty 2360.582126 = -114079.984990
  nChanged 17
		SP:Iteration 13Q (35781.230000 sec): 3 clusters
  Score: Raw -116456.722584 + Penalty 2360.582126 = -114096.140459
  nChanged 12
		SP:Iteration 14Q (35781.390000 sec): 3 clusters
  Score: Raw -116467.552671 + Penalty 2360.582126 = -114106.970546
  nChanged 10
		SP:Iteration 15Q (35781.550000 sec): 3 clusters
  Score: Raw -116477.956173 + Penalty 2360.582126 = -114117.374047
  nChanged 6
		SP:Iteration 16Q (35781.710000 sec): 3 clusters
  Score: Raw -116483.605611 + Penalty 2360.582126 = -114123.023486
  nChanged 5
		SP:Iteration 17Q (35781.870000 sec): 3 clusters
  Score: Raw -116486.176089 + Penalty 2360.582126 = -114125.593963
  nChanged 1
		SP:Iteration 18Q (35782.030000 sec): 3 clusters
  Score: Raw -116486.736480 + Penalty 2360.582126 = -114126.154354
  nChanged 1
		SP:Iteration 19Q (35782.190000 sec): 3 clusters
  Score: Raw -116487.847867 + Penalty 2360.582126 = -114127.265742
  nChanged 0
		SP:Iteration 20F (35782.350000 sec): 3 clusters
  Score: Raw -116487.847867 + Penalty 2360.582126 = -114127.265742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35782.430000 sec): 2 clusters
  Score: Raw -11290.782345 + Penalty 842.039827 = -10448.742518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35782.590000 sec): 3 clusters
  Score: Raw -11430.211764 + Penalty 1684.079654 = -9746.132110
  nChanged 21
		SP:Iteration 1F (35782.750000 sec): 3 clusters
  Score: Raw -11482.421812 + Penalty 1684.079654 = -9798.342158
  nChanged 9
		SP:Iteration 2F (35782.910000 sec): 3 clusters
  Score: Raw -11516.182978 + Penalty 1684.079654 = -9832.103324
  nChanged 3
		SP:Iteration 3Q (35783.070000 sec): 3 clusters
  Score: Raw -11525.017898 + Penalty 1684.079654 = -9840.938244
  nChanged 0
		SP:Iteration 4F (35783.230000 sec): 3 clusters
  Score: Raw -11525.017898 + Penalty 1684.079654 = -9840.938244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35783.310000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35783.470000 sec): 3 clusters
  Score: Raw -180934.210673 + Penalty 2484.287633 = -178449.923039
  nChanged 737
		SP:Iteration 1F (35783.630000 sec): 3 clusters
  Score: Raw -181377.921799 + Penalty 2484.287633 = -178893.634166
  nChanged 148
		SP:Iteration 2F (35783.790000 sec): 3 clusters
  Score: Raw -181473.245889 + Penalty 2484.287633 = -178988.958256
  nChanged 89
		SP:Iteration 3Q (35783.950000 sec): 3 clusters
  Score: Raw -181537.823749 + Penalty 2484.287633 = -179053.536116
  nChanged 70
		SP:Iteration 4Q (35784.110000 sec): 3 clusters
  Score: Raw -181584.971381 + Penalty 2484.287633 = -179100.683748
  nChanged 58
		SP:Iteration 5Q (35784.270000 sec): 3 clusters
  Score: Raw -181623.331675 + Penalty 2484.287633 = -179139.044042
  nChanged 54
		SP:Iteration 6Q (35784.430000 sec): 3 clusters
  Score: Raw -181658.016225 + Penalty 2484.287633 = -179173.728591
  nChanged 50
		SP:Iteration 7Q (35784.590000 sec): 3 clusters
  Score: Raw -181690.505011 + Penalty 2484.287633 = -179206.217377
  nChanged 48
		SP:Iteration 8Q (35784.750000 sec): 3 clusters
  Score: Raw -181727.683608 + Penalty 2484.287633 = -179243.395974
  nChanged 43
		SP:Iteration 9Q (35784.910000 sec): 3 clusters
  Score: Raw -181761.979664 + Penalty 2484.287633 = -179277.692031
  nChanged 37
		SP:Iteration 10Q (35785.070000 sec): 3 clusters
  Score: Raw -181787.679398 + Penalty 2484.287633 = -179303.391764
  nChanged 34
		SP:Iteration 11Q (35785.230000 sec): 3 clusters
  Score: Raw -181808.634520 + Penalty 2484.287633 = -179324.346886
  nChanged 29
		SP:Iteration 12Q (35785.390000 sec): 3 clusters
  Score: Raw -181836.059677 + Penalty 2484.287633 = -179351.772044
  nChanged 23
		SP:Iteration 13Q (35785.550000 sec): 3 clusters
  Score: Raw -181855.281074 + Penalty 2484.287633 = -179370.993441
  nChanged 24
		SP:Iteration 14Q (35785.710000 sec): 3 clusters
  Score: Raw -181872.938682 + Penalty 2484.287633 = -179388.651049
  nChanged 18
		SP:Iteration 15Q (35785.870000 sec): 3 clusters
  Score: Raw -181885.234804 + Penalty 2484.287633 = -179400.947171
  nChanged 16
		SP:Iteration 16Q (35786.030000 sec): 3 clusters
  Score: Raw -181898.610316 + Penalty 2484.287633 = -179414.322683
  nChanged 21
		SP:Iteration 17Q (35786.190000 sec): 3 clusters
  Score: Raw -181914.234511 + Penalty 2484.287633 = -179429.946878
  nChanged 11
		SP:Iteration 18Q (35786.340000 sec): 3 clusters
  Score: Raw -181922.360427 + Penalty 2484.287633 = -179438.072794
  nChanged 11
		SP:Iteration 19Q (35786.500000 sec): 3 clusters
  Score: Raw -181934.165184 + Penalty 2484.287633 = -179449.877550
  nChanged 8
		SP:Iteration 20F (35786.660000 sec): 3 clusters
  Score: Raw -181944.244040 + Penalty 2484.287633 = -179459.956406
  nChanged 5
		SP:Iteration 21Q (35786.820000 sec): 3 clusters
  Score: Raw -181948.665056 + Penalty 2484.287633 = -179464.377423
  nChanged 5
		SP:Iteration 22Q (35787.020000 sec): 3 clusters
  Score: Raw -181952.085069 + Penalty 2484.287633 = -179467.797435
  nChanged 5
		SP:Iteration 23Q (35787.170000 sec): 3 clusters
  Score: Raw -181955.033653 + Penalty 2484.287633 = -179470.746019
  nChanged 2
		SP:Iteration 24Q (35787.320000 sec): 3 clusters
  Score: Raw -181957.709821 + Penalty 2484.287633 = -179473.422187
  nChanged 5
		SP:Iteration 25Q (35787.480000 sec): 3 clusters
  Score: Raw -181962.698899 + Penalty 2484.287633 = -179478.411266
  nChanged 7
		SP:Iteration 26Q (35787.640000 sec): 3 clusters
  Score: Raw -181968.303191 + Penalty 2484.287633 = -179484.015558
  nChanged 5
		SP:Iteration 27Q (35787.800000 sec): 3 clusters
  Score: Raw -181972.122879 + Penalty 2484.287633 = -179487.835246
  nChanged 3
		SP:Iteration 28Q (35787.960000 sec): 3 clusters
  Score: Raw -181975.441726 + Penalty 2484.287633 = -179491.154092
  nChanged 4
		SP:Iteration 29Q (35788.120000 sec): 3 clusters
  Score: Raw -181977.522132 + Penalty 2484.287633 = -179493.234499
  nChanged 0
		SP:Iteration 30F (35788.280000 sec): 3 clusters
  Score: Raw -181977.522132 + Penalty 2484.287633 = -179493.234499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35788.390000 sec): 2 clusters
  Score: Raw -773019.317009 + Penalty 1477.560878 = -771541.756131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35788.600000 sec): 3 clusters
  Score: Raw -768030.862449 + Penalty 2955.121757 = -765075.740692
  nChanged 3852
		SP:Iteration 1F (35788.790000 sec): 3 clusters
  Score: Raw -770071.871035 + Penalty 2955.121757 = -767116.749278
  nChanged 551
		SP:Iteration 2F (35788.970000 sec): 3 clusters
  Score: Raw -770312.311187 + Penalty 2955.121757 = -767357.189430
  nChanged 458
		SP:Iteration 3F (35789.170000 sec): 3 clusters
  Score: Raw -770493.746945 + Penalty 2955.121757 = -767538.625188
  nChanged 340
		SP:Iteration 4Q (35789.430000 sec): 3 clusters
  Score: Raw -770634.538971 + Penalty 2955.121757 = -767679.417214
  nChanged 320
		SP:Iteration 5Q (35789.600000 sec): 3 clusters
  Score: Raw -770740.422825 + Penalty 2955.121757 = -767785.301068
  nChanged 254
		SP:Iteration 6Q (35789.770000 sec): 3 clusters
  Score: Raw -770835.522521 + Penalty 2955.121757 = -767880.400764
  nChanged 281
		SP:Iteration 7Q (35789.950000 sec): 3 clusters
  Score: Raw -770948.407801 + Penalty 2955.121757 = -767993.286044
  nChanged 267
		SP:Iteration 8Q (35790.160000 sec): 3 clusters
  Score: Raw -771058.503177 + Penalty 2955.121757 = -768103.381420
  nChanged 301
		SP:Iteration 9Q (35790.330000 sec): 3 clusters
  Score: Raw -771203.402891 + Penalty 2955.121757 = -768248.281134
  nChanged 357
		SP:Iteration 10Q (35790.570000 sec): 3 clusters
  Score: Raw -771429.836725 + Penalty 2955.121757 = -768474.714968
  nChanged 396
		SP:Iteration 11Q (35790.740000 sec): 3 clusters
  Score: Raw -771721.740611 + Penalty 2955.121757 = -768766.618854
  nChanged 425
		SP:Iteration 12Q (35790.920000 sec): 3 clusters
  Score: Raw -772044.520915 + Penalty 2955.121757 = -769089.399158
  nChanged 385
		SP:Iteration 13Q (35791.120000 sec): 3 clusters
  Score: Raw -772355.975126 + Penalty 2955.121757 = -769400.853369
  nChanged 350
		SP:Iteration 14Q (35791.310000 sec): 3 clusters
  Score: Raw -772611.585398 + Penalty 2955.121757 = -769656.463641
  nChanged 278
		SP:Iteration 15Q (35791.530000 sec): 3 clusters
  Score: Raw -772817.181905 + Penalty 2955.121757 = -769862.060148
  nChanged 227
		SP:Iteration 16Q (35791.750000 sec): 3 clusters
  Score: Raw -772965.373143 + Penalty 2955.121757 = -770010.251386
  nChanged 141
		SP:Iteration 17Q (35791.920000 sec): 3 clusters
  Score: Raw -773051.731555 + Penalty 2955.121757 = -770096.609798
  nChanged 108
		SP:Iteration 18Q (35792.090000 sec): 3 clusters
  Score: Raw -773128.820515 + Penalty 2955.121757 = -770173.698758
  nChanged 89
		SP:Iteration 19Q (35792.320000 sec): 3 clusters
  Score: Raw -773187.630353 + Penalty 2955.121757 = -770232.508596
  nChanged 50
		SP:Iteration 20F (35792.540000 sec): 3 clusters
  Score: Raw -773212.090784 + Penalty 2955.121757 = -770256.969027
  nChanged 30
		SP:Iteration 21Q (35792.800000 sec): 3 clusters
  Score: Raw -773227.650921 + Penalty 2955.121757 = -770272.529164
  nChanged 28
		SP:Iteration 22Q (35792.980000 sec): 3 clusters
  Score: Raw -773241.743880 + Penalty 2955.121757 = -770286.622123
  nChanged 26
		SP:Iteration 23Q (35793.260000 sec): 3 clusters
  Score: Raw -773257.849188 + Penalty 2955.121757 = -770302.727432
  nChanged 21
		SP:Iteration 24Q (35793.400000 sec): 3 clusters
  Score: Raw -773268.256136 + Penalty 2955.121757 = -770313.134379
  nChanged 12
		SP:Iteration 25Q (35793.660000 sec): 3 clusters
  Score: Raw -773276.436514 + Penalty 2955.121757 = -770321.314757
  nChanged 14
		SP:Iteration 26Q (35793.860000 sec): 3 clusters
  Score: Raw -773283.101870 + Penalty 2955.121757 = -770327.980113
  nChanged 13
		SP:Iteration 27Q (35794.080000 sec): 3 clusters
  Score: Raw -773289.421240 + Penalty 2955.121757 = -770334.299483
  nChanged 11
		SP:Iteration 28Q (35794.250000 sec): 3 clusters
  Score: Raw -773298.529856 + Penalty 2955.121757 = -770343.408099
  nChanged 12
		SP:Iteration 29Q (35794.510000 sec): 3 clusters
  Score: Raw -773307.297607 + Penalty 2955.121757 = -770352.175851
  nChanged 15
		SP:Iteration 30Q (35794.690000 sec): 3 clusters
  Score: Raw -773316.887010 + Penalty 2955.121757 = -770361.765253
  nChanged 13
		SP:Iteration 31Q (35794.860000 sec): 3 clusters
  Score: Raw -773324.095802 + Penalty 2955.121757 = -770368.974045
  nChanged 7
		SP:Iteration 32Q (35795.060000 sec): 3 clusters
  Score: Raw -773328.084164 + Penalty 2955.121757 = -770372.962408
  nChanged 6
		SP:Iteration 33Q (35795.220000 sec): 3 clusters
  Score: Raw -773331.687630 + Penalty 2955.121757 = -770376.565873
  nChanged 6
		SP:Iteration 34Q (35795.380000 sec): 3 clusters
  Score: Raw -773336.667257 + Penalty 2955.121757 = -770381.545500
  nChanged 9
		SP:Iteration 35Q (35795.540000 sec): 3 clusters
  Score: Raw -773344.885532 + Penalty 2955.121757 = -770389.763775
  nChanged 7
		SP:Iteration 36Q (35795.700000 sec): 3 clusters
  Score: Raw -773348.922821 + Penalty 2955.121757 = -770393.801064
  nChanged 3
		SP:Iteration 37Q (35795.870000 sec): 3 clusters
  Score: Raw -773350.155955 + Penalty 2955.121757 = -770395.034198
  nChanged 0
		SP:Iteration 38F (35796.050000 sec): 3 clusters
  Score: Raw -773350.155955 + Penalty 2955.121757 = -770395.034198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35796.130000 sec): 2 clusters
  Score: Raw -48510.322336 + Penalty 1057.916980 = -47452.405356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35796.260000 sec): 3 clusters
  Score: Raw -48365.768089 + Penalty 2115.833961 = -46249.934128
  nChanged 185
		SP:Iteration 1F (35796.420000 sec): 3 clusters
  Score: Raw -48592.680443 + Penalty 2115.833961 = -46476.846482
  nChanged 54
		SP:Iteration 2F (35796.580000 sec): 3 clusters
  Score: Raw -48663.238266 + Penalty 2115.833961 = -46547.404305
  nChanged 35
		SP:Iteration 3F (35796.740000 sec): 3 clusters
  Score: Raw -48713.820888 + Penalty 2115.833961 = -46597.986928
  nChanged 14
		SP:Iteration 4Q (35796.900000 sec): 3 clusters
  Score: Raw -48736.554553 + Penalty 2115.833961 = -46620.720593
  nChanged 9
		SP:Iteration 5Q (35797.060000 sec): 3 clusters
  Score: Raw -48755.180159 + Penalty 2115.833961 = -46639.346198
  nChanged 2
		SP:Iteration 6Q (35797.220000 sec): 3 clusters
  Score: Raw -48757.312739 + Penalty 2115.833961 = -46641.478778
  nChanged 2
		SP:Iteration 7Q (35797.380000 sec): 3 clusters
  Score: Raw -48758.600486 + Penalty 2115.833961 = -46642.766525
  nChanged 1
		SP:Iteration 8Q (35797.540000 sec): 3 clusters
  Score: Raw -48759.980777 + Penalty 2115.833961 = -46644.146816
  nChanged 2
		SP:Iteration 9Q (35797.700000 sec): 3 clusters
  Score: Raw -48763.188497 + Penalty 2115.833961 = -46647.354536
  nChanged 3
		SP:Iteration 10Q (35797.860000 sec): 3 clusters
  Score: Raw -48767.202135 + Penalty 2115.833961 = -46651.368174
  nChanged 5
		SP:Iteration 11Q (35798.020000 sec): 3 clusters
  Score: Raw -48773.738322 + Penalty 2115.833961 = -46657.904362
  nChanged 3
		SP:Iteration 12Q (35798.180000 sec): 3 clusters
  Score: Raw -48777.518463 + Penalty 2115.833961 = -46661.684502
  nChanged 0
		SP:Iteration 13F (35798.340000 sec): 3 clusters
  Score: Raw -48777.518463 + Penalty 2115.833961 = -46661.684502
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35798.450000 sec): 2 clusters
  Score: Raw -214592.070717 + Penalty 1278.404644 = -213313.666074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35798.580000 sec): 3 clusters
  Score: Raw -213431.136122 + Penalty 2556.809288 = -210874.326834
  nChanged 970
		SP:Iteration 1F (35798.710000 sec): 3 clusters
  Score: Raw -214102.988749 + Penalty 2556.809288 = -211546.179461
  nChanged 230
		SP:Iteration 2F (35798.840000 sec): 3 clusters
  Score: Raw -214306.833771 + Penalty 2556.809288 = -211750.024483
  nChanged 171
		SP:Iteration 3F (35798.970000 sec): 3 clusters
  Score: Raw -214451.829982 + Penalty 2556.809288 = -211895.020694
  nChanged 120
		SP:Iteration 4Q (35799.120000 sec): 3 clusters
  Score: Raw -214552.220617 + Penalty 2556.809288 = -211995.411330
  nChanged 109
		SP:Iteration 5Q (35799.260000 sec): 3 clusters
  Score: Raw -214645.223330 + Penalty 2556.809288 = -212088.414043
  nChanged 78
		SP:Iteration 6Q (35799.400000 sec): 3 clusters
  Score: Raw -214702.762005 + Penalty 2556.809288 = -212145.952717
  nChanged 59
		SP:Iteration 7Q (35799.550000 sec): 3 clusters
  Score: Raw -214740.725233 + Penalty 2556.809288 = -212183.915945
  nChanged 59
		SP:Iteration 8Q (35799.690000 sec): 3 clusters
  Score: Raw -214780.335889 + Penalty 2556.809288 = -212223.526601
  nChanged 41
		SP:Iteration 9Q (35799.840000 sec): 3 clusters
  Score: Raw -214808.600867 + Penalty 2556.809288 = -212251.791580
  nChanged 34
		SP:Iteration 10Q (35799.980000 sec): 3 clusters
  Score: Raw -214834.622715 + Penalty 2556.809288 = -212277.813427
  nChanged 32
		SP:Iteration 11Q (35800.120000 sec): 3 clusters
  Score: Raw -214854.294059 + Penalty 2556.809288 = -212297.484771
  nChanged 25
		SP:Iteration 12Q (35800.270000 sec): 3 clusters
  Score: Raw -214869.493757 + Penalty 2556.809288 = -212312.684470
  nChanged 33
		SP:Iteration 13Q (35800.410000 sec): 3 clusters
  Score: Raw -214892.494798 + Penalty 2556.809288 = -212335.685510
  nChanged 34
		SP:Iteration 14Q (35800.560000 sec): 3 clusters
  Score: Raw -214910.752486 + Penalty 2556.809288 = -212353.943198
  nChanged 27
		SP:Iteration 15Q (35800.710000 sec): 3 clusters
  Score: Raw -214926.685099 + Penalty 2556.809288 = -212369.875811
  nChanged 22
		SP:Iteration 16Q (35800.920000 sec): 3 clusters
  Score: Raw -214942.436241 + Penalty 2556.809288 = -212385.626953
  nChanged 20
		SP:Iteration 17Q (35801.020000 sec): 3 clusters
  Score: Raw -214957.037650 + Penalty 2556.809288 = -212400.228362
  nChanged 20
		SP:Iteration 18Q (35801.180000 sec): 3 clusters
  Score: Raw -214974.180648 + Penalty 2556.809288 = -212417.371361
  nChanged 22
		SP:Iteration 19Q (35801.340000 sec): 3 clusters
  Score: Raw -214992.374035 + Penalty 2556.809288 = -212435.564748
  nChanged 31
		SP:Iteration 20F (35801.500000 sec): 3 clusters
  Score: Raw -215009.244729 + Penalty 2556.809288 = -212452.435442
  nChanged 21
		SP:Iteration 21Q (35801.660000 sec): 3 clusters
  Score: Raw -215019.397221 + Penalty 2556.809288 = -212462.587933
  nChanged 20
		SP:Iteration 22Q (35801.820000 sec): 3 clusters
  Score: Raw -215030.549985 + Penalty 2556.809288 = -212473.740697
  nChanged 16
		SP:Iteration 23Q (35801.980000 sec): 3 clusters
  Score: Raw -215039.400825 + Penalty 2556.809288 = -212482.591538
  nChanged 20
		SP:Iteration 24Q (35802.140000 sec): 3 clusters
  Score: Raw -215048.673918 + Penalty 2556.809288 = -212491.864630
  nChanged 12
		SP:Iteration 25Q (35802.300000 sec): 3 clusters
  Score: Raw -215053.466167 + Penalty 2556.809288 = -212496.656879
  nChanged 6
		SP:Iteration 26Q (35802.470000 sec): 3 clusters
  Score: Raw -215055.166927 + Penalty 2556.809288 = -212498.357639
  nChanged 6
		SP:Iteration 27Q (35802.650000 sec): 3 clusters
  Score: Raw -215057.054485 + Penalty 2556.809288 = -212500.245197
  nChanged 2
		SP:Iteration 28Q (35802.820000 sec): 3 clusters
  Score: Raw -215057.890534 + Penalty 2556.809288 = -212501.081246
  nChanged 2
		SP:Iteration 29Q (35803.000000 sec): 3 clusters
  Score: Raw -215058.449285 + Penalty 2556.809288 = -212501.639997
  nChanged 1
		SP:Iteration 30Q (35803.180000 sec): 3 clusters
  Score: Raw -215058.844257 + Penalty 2556.809288 = -212502.034969
  nChanged 2
		SP:Iteration 31Q (35803.350000 sec): 3 clusters
  Score: Raw -215059.571878 + Penalty 2556.809288 = -212502.762591
  nChanged 3
		SP:Iteration 32Q (35803.530000 sec): 3 clusters
  Score: Raw -215060.891750 + Penalty 2556.809288 = -212504.082463
  nChanged 0
		SP:Iteration 33F (35803.700000 sec): 3 clusters
  Score: Raw -215060.891750 + Penalty 2556.809288 = -212504.082463
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35803.790000 sec): 2 clusters
  Score: Raw -110666.466917 + Penalty 1167.994289 = -109498.472628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35803.960000 sec): 3 clusters
  Score: Raw -110146.117202 + Penalty 2335.988578 = -107810.128624
  nChanged 430
		SP:Iteration 1F (35804.140000 sec): 3 clusters
  Score: Raw -110477.368566 + Penalty 2335.988578 = -108141.379987
  nChanged 105
		SP:Iteration 2F (35804.320000 sec): 3 clusters
  Score: Raw -110593.402016 + Penalty 2335.988578 = -108257.413437
  nChanged 70
		SP:Iteration 3F (35804.490000 sec): 3 clusters
  Score: Raw -110706.614178 + Penalty 2335.988578 = -108370.625600
  nChanged 57
		SP:Iteration 4Q (35804.670000 sec): 3 clusters
  Score: Raw -110802.860212 + Penalty 2335.988578 = -108466.871634
  nChanged 48
		SP:Iteration 5Q (35804.840000 sec): 3 clusters
  Score: Raw -110881.031842 + Penalty 2335.988578 = -108545.043263
  nChanged 34
		SP:Iteration 6Q (35805.020000 sec): 3 clusters
  Score: Raw -110911.145901 + Penalty 2335.988578 = -108575.157323
  nChanged 27
		SP:Iteration 7Q (35805.200000 sec): 3 clusters
  Score: Raw -110934.346409 + Penalty 2335.988578 = -108598.357831
  nChanged 23
		SP:Iteration 8Q (35805.370000 sec): 3 clusters
  Score: Raw -110948.290523 + Penalty 2335.988578 = -108612.301945
  nChanged 24
		SP:Iteration 9Q (35805.550000 sec): 3 clusters
  Score: Raw -110963.811400 + Penalty 2335.988578 = -108627.822822
  nChanged 15
		SP:Iteration 10Q (35805.720000 sec): 3 clusters
  Score: Raw -110974.601268 + Penalty 2335.988578 = -108638.612690
  nChanged 9
		SP:Iteration 11Q (35805.900000 sec): 3 clusters
  Score: Raw -110980.639931 + Penalty 2335.988578 = -108644.651352
  nChanged 7
		SP:Iteration 12Q (35806.080000 sec): 3 clusters
  Score: Raw -110985.120261 + Penalty 2335.988578 = -108649.131683
  nChanged 10
		SP:Iteration 13Q (35806.250000 sec): 3 clusters
  Score: Raw -110989.737588 + Penalty 2335.988578 = -108653.749009
  nChanged 5
		SP:Iteration 14Q (35806.430000 sec): 3 clusters
  Score: Raw -110992.339361 + Penalty 2335.988578 = -108656.350782
  nChanged 6
		SP:Iteration 15Q (35806.600000 sec): 3 clusters
  Score: Raw -110995.716422 + Penalty 2335.988578 = -108659.727844
  nChanged 6
		SP:Iteration 16Q (35806.780000 sec): 3 clusters
  Score: Raw -111000.088505 + Penalty 2335.988578 = -108664.099926
  nChanged 4
		SP:Iteration 17Q (35806.960000 sec): 3 clusters
  Score: Raw -111002.518021 + Penalty 2335.988578 = -108666.529442
  nChanged 7
		SP:Iteration 18Q (35807.130000 sec): 3 clusters
  Score: Raw -111005.515779 + Penalty 2335.988578 = -108669.527200
  nChanged 4
		SP:Iteration 19Q (35807.310000 sec): 3 clusters
  Score: Raw -111006.868861 + Penalty 2335.988578 = -108670.880283
  nChanged 2
		SP:Iteration 20F (35807.480000 sec): 3 clusters
  Score: Raw -111007.793374 + Penalty 2335.988578 = -108671.804796
  nChanged 0
Deleting Class 99 (144 points): Lose 1847.536233 but Gain 2116.263048
Iteration 219Q (35921.930000 sec): 99 clusters
  Score: Raw -34901648.027705 + Penalty 207393.778699 = -34694254.249006
  nChanged 246
Iteration 220F (36083.250000 sec): 99 clusters
  Score: Raw -34902397.511624 + Penalty 207393.778699 = -34695003.732926
  nChanged 70
Iteration 221Q (36197.130000 sec): 99 clusters
  Score: Raw -34902446.539087 + Penalty 207393.778699 = -34695052.760388
  nChanged 37
Iteration 222Q (36312.130000 sec): 99 clusters
  Score: Raw -34902475.948379 + Penalty 207393.778699 = -34695082.169680
  nChanged 28
Iteration 223Q (36425.330000 sec): 99 clusters
  Score: Raw -34902484.312539 + Penalty 207393.778699 = -34695090.533841
  nChanged 22
Iteration 224Q (36539.140000 sec): 99 clusters
  Score: Raw -34902488.602701 + Penalty 207393.778699 = -34695094.824003
  nChanged 18
Iteration 225Q (36653.520000 sec): 99 clusters
  Score: Raw -34902492.911422 + Penalty 207393.778699 = -34695099.132723
  nChanged 14
Iteration 226Q (36768.220000 sec): 99 clusters
  Score: Raw -34902494.430767 + Penalty 207393.778699 = -34695100.652069
  nChanged 4
Iteration 227Q (36882.580000 sec): 99 clusters
  Score: Raw -34902494.450581 + Penalty 207393.778699 = -34695100.671882
  nChanged 5
Iteration 228Q (36997.180000 sec): 99 clusters
  Score: Raw -34902494.484716 + Penalty 207393.778699 = -34695100.706017
  nChanged 2
Iteration 229Q (37112.500000 sec): 99 clusters
  Score: Raw -34902494.527201 + Penalty 207393.778699 = -34695100.748502
  nChanged 2
Iteration 230Q (37226.420000 sec): 99 clusters
  Score: Raw -34902494.674786 + Penalty 207393.778699 = -34695100.896088
  nChanged 6
Iteration 231Q (37341.070000 sec): 99 clusters
  Score: Raw -34902494.858981 + Penalty 207393.778699 = -34695101.080283
  nChanged 5
Iteration 232Q (37451.220000 sec): 99 clusters
  Score: Raw -34902494.915891 + Penalty 207393.778699 = -34695101.137193
  nChanged 4
Iteration 233Q (37565.380000 sec): 99 clusters
  Score: Raw -34902494.935444 + Penalty 207393.778699 = -34695101.156746
  nChanged 5
Iteration 234Q (37680.760000 sec): 99 clusters
  Score: Raw -34902494.969607 + Penalty 207393.778699 = -34695101.190909
  nChanged 3
Iteration 235Q (37792.270000 sec): 99 clusters
  Score: Raw -34902494.984036 + Penalty 207393.778699 = -34695101.205338
  nChanged 4
Iteration 236Q (37906.480000 sec): 99 clusters
  Score: Raw -34902495.014324 + Penalty 207393.778699 = -34695101.235626
  nChanged 6
Iteration 237Q (38020.620000 sec): 99 clusters
  Score: Raw -34902495.107493 + Penalty 207393.778699 = -34695101.328795
  nChanged 6
Iteration 238Q (38129.890000 sec): 99 clusters
  Score: Raw -34902495.135432 + Penalty 207393.778699 = -34695101.356734
  nChanged 4
Iteration 239Q (38244.560000 sec): 99 clusters
  Score: Raw -34902495.171228 + Penalty 207393.778699 = -34695101.392529
  nChanged 3
Iteration 240F (38404.830000 sec): 99 clusters
  Score: Raw -34902495.181967 + Penalty 207393.778699 = -34695101.403268
  nChanged 2
Iteration 241Q (38520.880000 sec): 99 clusters
  Score: Raw -34902495.197144 + Penalty 207393.778699 = -34695101.418445
  nChanged 4
Iteration 242Q (38633.130000 sec): 99 clusters
  Score: Raw -34902495.222601 + Penalty 207393.778699 = -34695101.443902
  nChanged 0
Iteration 243F (38792.620000 sec): 99 clusters
  Score: Raw -34902495.222601 + Penalty 207393.778699 = -34695101.443902
  nChanged 0
Compute initial score before splitting:   Score: Raw -34902495.222601 + Penalty 207393.778699 = -34695101.443902
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38792.660000 sec): 2 clusters
  Score: Raw -163954.529065 + Penalty 1246.141180 = -162708.387885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38792.880000 sec): 3 clusters
  Score: Raw -163033.416943 + Penalty 2492.282360 = -160541.134583
  nChanged 748
		SP:Iteration 1F (38793.060000 sec): 3 clusters
  Score: Raw -163525.650895 + Penalty 2492.282360 = -161033.368535
  nChanged 178
		SP:Iteration 2F (38793.230000 sec): 3 clusters
  Score: Raw -163688.139789 + Penalty 2492.282360 = -161195.857429
  nChanged 133
		SP:Iteration 3F (38793.410000 sec): 3 clusters
  Score: Raw -163795.285449 + Penalty 2492.282360 = -161303.003089
  nChanged 91
		SP:Iteration 4Q (38793.580000 sec): 3 clusters
  Score: Raw -163858.982925 + Penalty 2492.282360 = -161366.700565
  nChanged 80
		SP:Iteration 5Q (38793.760000 sec): 3 clusters
  Score: Raw -163917.224448 + Penalty 2492.282360 = -161424.942088
  nChanged 75
		SP:Iteration 6Q (38793.940000 sec): 3 clusters
  Score: Raw -163975.286528 + Penalty 2492.282360 = -161483.004168
  nChanged 58
		SP:Iteration 7Q (38794.110000 sec): 3 clusters
  Score: Raw -164020.192896 + Penalty 2492.282360 = -161527.910536
  nChanged 54
		SP:Iteration 8Q (38794.290000 sec): 3 clusters
  Score: Raw -164056.267946 + Penalty 2492.282360 = -161563.985586
  nChanged 39
		SP:Iteration 9Q (38794.460000 sec): 3 clusters
  Score: Raw -164082.895495 + Penalty 2492.282360 = -161590.613135
  nChanged 37
		SP:Iteration 10Q (38794.640000 sec): 3 clusters
  Score: Raw -164110.364439 + Penalty 2492.282360 = -161618.082079
  nChanged 33
		SP:Iteration 11Q (38794.820000 sec): 3 clusters
  Score: Raw -164135.042870 + Penalty 2492.282360 = -161642.760510
  nChanged 31
		SP:Iteration 12Q (38794.990000 sec): 3 clusters
  Score: Raw -164154.938859 + Penalty 2492.282360 = -161662.656499
  nChanged 18
		SP:Iteration 13Q (38795.170000 sec): 3 clusters
  Score: Raw -164165.384474 + Penalty 2492.282360 = -161673.102114
  nChanged 13
		SP:Iteration 14Q (38795.340000 sec): 3 clusters
  Score: Raw -164173.903527 + Penalty 2492.282360 = -161681.621167
  nChanged 15
		SP:Iteration 15Q (38795.520000 sec): 3 clusters
  Score: Raw -164183.912871 + Penalty 2492.282360 = -161691.630511
  nChanged 14
		SP:Iteration 16Q (38795.690000 sec): 3 clusters
  Score: Raw -164198.906106 + Penalty 2492.282360 = -161706.623746
  nChanged 14
		SP:Iteration 17Q (38795.870000 sec): 3 clusters
  Score: Raw -164206.331051 + Penalty 2492.282360 = -161714.048691
  nChanged 4
		SP:Iteration 18Q (38796.040000 sec): 3 clusters
  Score: Raw -164209.625989 + Penalty 2492.282360 = -161717.343629
  nChanged 7
		SP:Iteration 19Q (38796.220000 sec): 3 clusters
  Score: Raw -164213.490256 + Penalty 2492.282360 = -161721.207896
  nChanged 5
		SP:Iteration 20F (38796.400000 sec): 3 clusters
  Score: Raw -164215.744951 + Penalty 2492.282360 = -161723.462591
  nChanged 8
		SP:Iteration 21Q (38796.570000 sec): 3 clusters
  Score: Raw -164221.034923 + Penalty 2492.282360 = -161728.752563
  nChanged 9
		SP:Iteration 22Q (38796.750000 sec): 3 clusters
  Score: Raw -164226.067753 + Penalty 2492.282360 = -161733.785393
  nChanged 7
		SP:Iteration 23Q (38796.920000 sec): 3 clusters
  Score: Raw -164231.143748 + Penalty 2492.282360 = -161738.861388
  nChanged 7
		SP:Iteration 24Q (38797.100000 sec): 3 clusters
  Score: Raw -164235.872931 + Penalty 2492.282360 = -161743.590571
  nChanged 7
		SP:Iteration 25Q (38797.280000 sec): 3 clusters
  Score: Raw -164240.226419 + Penalty 2492.282360 = -161747.944058
  nChanged 3
		SP:Iteration 26Q (38797.450000 sec): 3 clusters
  Score: Raw -164241.664621 + Penalty 2492.282360 = -161749.382261
  nChanged 2
		SP:Iteration 27Q (38797.630000 sec): 3 clusters
  Score: Raw -164242.443567 + Penalty 2492.282360 = -161750.161207
  nChanged 1
		SP:Iteration 28Q (38797.800000 sec): 3 clusters
  Score: Raw -164243.106972 + Penalty 2492.282360 = -161750.824611
  nChanged 2
		SP:Iteration 29Q (38797.980000 sec): 3 clusters
  Score: Raw -164244.066958 + Penalty 2492.282360 = -161751.784598
  nChanged 1
		SP:Iteration 30Q (38798.160000 sec): 3 clusters
  Score: Raw -164245.760383 + Penalty 2492.282360 = -161753.478023
  nChanged 2
		SP:Iteration 31Q (38798.330000 sec): 3 clusters
  Score: Raw -164246.564191 + Penalty 2492.282360 = -161754.281831
  nChanged 0
		SP:Iteration 32F (38798.510000 sec): 3 clusters
  Score: Raw -164246.564191 + Penalty 2492.282360 = -161754.281831
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38798.720000 sec): 2 clusters
  Score: Raw -1508682.454691 + Penalty 1595.448970 = -1507087.005722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38799.000000 sec): 3 clusters
  Score: Raw -1497714.936781 + Penalty 3190.897939 = -1494524.038842
  nChanged 8271
		SP:Iteration 1F (38799.350000 sec): 3 clusters
  Score: Raw -1502273.174978 + Penalty 3190.897939 = -1499082.277039
  nChanged 1094
		SP:Iteration 2F (38799.640000 sec): 3 clusters
  Score: Raw -1502738.283954 + Penalty 3190.897939 = -1499547.386015
  nChanged 1058
		SP:Iteration 3F (38799.980000 sec): 3 clusters
  Score: Raw -1503256.905147 + Penalty 3190.897939 = -1500066.007208
  nChanged 1093
		SP:Iteration 4F (38800.270000 sec): 3 clusters
  Score: Raw -1503843.080688 + Penalty 3190.897939 = -1500652.182748
  nChanged 1070
		SP:Iteration 5F (38800.560000 sec): 3 clusters
  Score: Raw -1504477.671081 + Penalty 3190.897939 = -1501286.773142
  nChanged 1094
		SP:Iteration 6F (38800.870000 sec): 3 clusters
  Score: Raw -1505219.588064 + Penalty 3190.897939 = -1502028.690125
  nChanged 1111
		SP:Iteration 7F (38801.160000 sec): 3 clusters
  Score: Raw -1506073.940138 + Penalty 3190.897939 = -1502883.042199
  nChanged 1007
		SP:Iteration 8F (38801.460000 sec): 3 clusters
  Score: Raw -1506920.738351 + Penalty 3190.897939 = -1503729.840411
  nChanged 792
		SP:Iteration 9Q (38801.750000 sec): 3 clusters
  Score: Raw -1507598.404427 + Penalty 3190.897939 = -1504407.506487
  nChanged 587
		SP:Iteration 10Q (38802.040000 sec): 3 clusters
  Score: Raw -1508112.352442 + Penalty 3190.897939 = -1504921.454502
  nChanged 370
		SP:Iteration 11Q (38802.340000 sec): 3 clusters
  Score: Raw -1508434.090010 + Penalty 3190.897939 = -1505243.192071
  nChanged 186
		SP:Iteration 12Q (38802.630000 sec): 3 clusters
  Score: Raw -1508587.006155 + Penalty 3190.897939 = -1505396.108216
  nChanged 111
		SP:Iteration 13Q (38802.930000 sec): 3 clusters
  Score: Raw -1508682.733579 + Penalty 3190.897939 = -1505491.835640
  nChanged 72
		SP:Iteration 14Q (38803.180000 sec): 3 clusters
  Score: Raw -1508750.449421 + Penalty 3190.897939 = -1505559.551482
  nChanged 41
		SP:Iteration 15Q (38803.470000 sec): 3 clusters
  Score: Raw -1508788.795554 + Penalty 3190.897939 = -1505597.897615
  nChanged 32
		SP:Iteration 16Q (38803.750000 sec): 3 clusters
  Score: Raw -1508818.018711 + Penalty 3190.897939 = -1505627.120772
  nChanged 19
		SP:Iteration 17Q (38804.000000 sec): 3 clusters
  Score: Raw -1508839.037608 + Penalty 3190.897939 = -1505648.139669
  nChanged 13
		SP:Iteration 18Q (38804.270000 sec): 3 clusters
  Score: Raw -1508850.841439 + Penalty 3190.897939 = -1505659.943500
  nChanged 14
		SP:Iteration 19Q (38804.590000 sec): 3 clusters
  Score: Raw -1508863.112900 + Penalty 3190.897939 = -1505672.214961
  nChanged 8
		SP:Iteration 20F (38804.880000 sec): 3 clusters
  Score: Raw -1508871.456847 + Penalty 3190.897939 = -1505680.558908
  nChanged 7
		SP:Iteration 21Q (38805.110000 sec): 3 clusters
  Score: Raw -1508876.643430 + Penalty 3190.897939 = -1505685.745490
  nChanged 4
		SP:Iteration 22Q (38805.340000 sec): 3 clusters
  Score: Raw -1508879.219368 + Penalty 3190.897939 = -1505688.321429
  nChanged 0
		SP:Iteration 23F (38805.650000 sec): 3 clusters
  Score: Raw -1508879.219368 + Penalty 3190.897939 = -1505688.321429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38805.740000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38805.940000 sec): 3 clusters
  Score: Raw -197044.990918 + Penalty 2547.333398 = -194497.657521
  nChanged 923
		SP:Iteration 1F (38806.080000 sec): 3 clusters
  Score: Raw -197570.011495 + Penalty 2547.333398 = -195022.678097
  nChanged 182
		SP:Iteration 2F (38806.220000 sec): 3 clusters
  Score: Raw -197708.422552 + Penalty 2547.333398 = -195161.089154
  nChanged 143
		SP:Iteration 3F (38806.370000 sec): 3 clusters
  Score: Raw -197802.792086 + Penalty 2547.333398 = -195255.458688
  nChanged 99
		SP:Iteration 4Q (38806.560000 sec): 3 clusters
  Score: Raw -197873.508448 + Penalty 2547.333398 = -195326.175050
  nChanged 87
		SP:Iteration 5Q (38806.710000 sec): 3 clusters
  Score: Raw -197926.946417 + Penalty 2547.333398 = -195379.613020
  nChanged 77
		SP:Iteration 6Q (38806.870000 sec): 3 clusters
  Score: Raw -197971.315959 + Penalty 2547.333398 = -195423.982561
  nChanged 59
		SP:Iteration 7Q (38807.030000 sec): 3 clusters
  Score: Raw -198003.675663 + Penalty 2547.333398 = -195456.342265
  nChanged 57
		SP:Iteration 8Q (38807.190000 sec): 3 clusters
  Score: Raw -198041.180446 + Penalty 2547.333398 = -195493.847048
  nChanged 62
		SP:Iteration 9Q (38807.370000 sec): 3 clusters
  Score: Raw -198079.964472 + Penalty 2547.333398 = -195532.631074
  nChanged 74
		SP:Iteration 10Q (38807.540000 sec): 3 clusters
  Score: Raw -198128.486594 + Penalty 2547.333398 = -195581.153196
  nChanged 63
		SP:Iteration 11Q (38807.720000 sec): 3 clusters
  Score: Raw -198173.794030 + Penalty 2547.333398 = -195626.460632
  nChanged 60
		SP:Iteration 12Q (38807.890000 sec): 3 clusters
  Score: Raw -198204.878633 + Penalty 2547.333398 = -195657.545235
  nChanged 48
		SP:Iteration 13Q (38808.070000 sec): 3 clusters
  Score: Raw -198233.648924 + Penalty 2547.333398 = -195686.315526
  nChanged 48
		SP:Iteration 14Q (38808.250000 sec): 3 clusters
  Score: Raw -198268.224836 + Penalty 2547.333398 = -195720.891438
  nChanged 51
		SP:Iteration 15Q (38808.420000 sec): 3 clusters
  Score: Raw -198298.542845 + Penalty 2547.333398 = -195751.209447
  nChanged 38
		SP:Iteration 16Q (38808.600000 sec): 3 clusters
  Score: Raw -198317.481750 + Penalty 2547.333398 = -195770.148352
  nChanged 31
		SP:Iteration 17Q (38808.770000 sec): 3 clusters
  Score: Raw -198335.766008 + Penalty 2547.333398 = -195788.432610
  nChanged 34
		SP:Iteration 18Q (38808.950000 sec): 3 clusters
  Score: Raw -198352.185784 + Penalty 2547.333398 = -195804.852386
  nChanged 31
		SP:Iteration 19Q (38809.130000 sec): 3 clusters
  Score: Raw -198364.991876 + Penalty 2547.333398 = -195817.658479
  nChanged 30
		SP:Iteration 20F (38809.300000 sec): 3 clusters
  Score: Raw -198379.414710 + Penalty 2547.333398 = -195832.081313
  nChanged 15
		SP:Iteration 21Q (38809.480000 sec): 3 clusters
  Score: Raw -198388.392632 + Penalty 2547.333398 = -195841.059234
  nChanged 20
		SP:Iteration 22Q (38809.650000 sec): 3 clusters
  Score: Raw -198396.044497 + Penalty 2547.333398 = -195848.711099
  nChanged 9
		SP:Iteration 23Q (38809.830000 sec): 3 clusters
  Score: Raw -198399.176884 + Penalty 2547.333398 = -195851.843487
  nChanged 6
		SP:Iteration 24Q (38810.000000 sec): 3 clusters
  Score: Raw -198403.140890 + Penalty 2547.333398 = -195855.807493
  nChanged 9
		SP:Iteration 25Q (38810.180000 sec): 3 clusters
  Score: Raw -198407.027634 + Penalty 2547.333398 = -195859.694236
  nChanged 3
		SP:Iteration 26Q (38810.350000 sec): 3 clusters
  Score: Raw -198408.555988 + Penalty 2547.333398 = -195861.222590
  nChanged 5
		SP:Iteration 27Q (38810.530000 sec): 3 clusters
  Score: Raw -198410.258699 + Penalty 2547.333398 = -195862.925301
  nChanged 4
		SP:Iteration 28Q (38810.710000 sec): 3 clusters
  Score: Raw -198411.841123 + Penalty 2547.333398 = -195864.507725
  nChanged 3
		SP:Iteration 29Q (38810.880000 sec): 3 clusters
  Score: Raw -198412.917324 + Penalty 2547.333398 = -195865.583926
  nChanged 6
		SP:Iteration 30Q (38811.060000 sec): 3 clusters
  Score: Raw -198414.895269 + Penalty 2547.333398 = -195867.561871
  nChanged 4
		SP:Iteration 31Q (38811.230000 sec): 3 clusters
  Score: Raw -198415.734344 + Penalty 2547.333398 = -195868.400946
  nChanged 0
		SP:Iteration 32F (38811.410000 sec): 3 clusters
  Score: Raw -198415.734344 + Penalty 2547.333398 = -195868.400946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38811.500000 sec): 2 clusters
  Score: Raw -79197.020337 + Penalty 1147.187865 = -78049.832472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38811.670000 sec): 3 clusters
  Score: Raw -78805.649535 + Penalty 2294.375729 = -76511.273806
  nChanged 367
		SP:Iteration 1F (38811.850000 sec): 3 clusters
  Score: Raw -79158.837230 + Penalty 2294.375729 = -76864.461501
  nChanged 113
		SP:Iteration 2F (38812.030000 sec): 3 clusters
  Score: Raw -79285.155612 + Penalty 2294.375729 = -76990.779883
  nChanged 52
		SP:Iteration 3Q (38812.200000 sec): 3 clusters
  Score: Raw -79342.120504 + Penalty 2294.375729 = -77047.744775
  nChanged 27
		SP:Iteration 4Q (38812.380000 sec): 3 clusters
  Score: Raw -79370.741553 + Penalty 2294.375729 = -77076.365824
  nChanged 21
		SP:Iteration 5Q (38812.550000 sec): 3 clusters
  Score: Raw -79395.088650 + Penalty 2294.375729 = -77100.712921
  nChanged 15
		SP:Iteration 6Q (38812.730000 sec): 3 clusters
  Score: Raw -79412.951822 + Penalty 2294.375729 = -77118.576092
  nChanged 20
		SP:Iteration 7Q (38812.910000 sec): 3 clusters
  Score: Raw -79435.469143 + Penalty 2294.375729 = -77141.093414
  nChanged 23
		SP:Iteration 8Q (38813.080000 sec): 3 clusters
  Score: Raw -79454.061713 + Penalty 2294.375729 = -77159.685983
  nChanged 21
		SP:Iteration 9Q (38813.260000 sec): 3 clusters
  Score: Raw -79485.371963 + Penalty 2294.375729 = -77190.996234
  nChanged 20
		SP:Iteration 10Q (38813.430000 sec): 3 clusters
  Score: Raw -79513.379394 + Penalty 2294.375729 = -77219.003665
  nChanged 12
		SP:Iteration 11Q (38813.610000 sec): 3 clusters
  Score: Raw -79527.733936 + Penalty 2294.375729 = -77233.358206
  nChanged 12
		SP:Iteration 12Q (38813.790000 sec): 3 clusters
  Score: Raw -79540.793649 + Penalty 2294.375729 = -77246.417920
  nChanged 10
		SP:Iteration 13Q (38813.930000 sec): 3 clusters
  Score: Raw -79553.161686 + Penalty 2294.375729 = -77258.785957
  nChanged 20
		SP:Iteration 14Q (38814.090000 sec): 3 clusters
  Score: Raw -79586.718805 + Penalty 2294.375729 = -77292.343076
  nChanged 29
		SP:Iteration 15Q (38814.250000 sec): 3 clusters
  Score: Raw -79620.183312 + Penalty 2294.375729 = -77325.807583
  nChanged 17
		SP:Iteration 16Q (38814.410000 sec): 3 clusters
  Score: Raw -79636.629779 + Penalty 2294.375729 = -77342.254050
  nChanged 20
		SP:Iteration 17Q (38814.580000 sec): 3 clusters
  Score: Raw -79657.172554 + Penalty 2294.375729 = -77362.796825
  nChanged 21
		SP:Iteration 18Q (38814.750000 sec): 3 clusters
  Score: Raw -79680.216188 + Penalty 2294.375729 = -77385.840459
  nChanged 23
		SP:Iteration 19Q (38814.930000 sec): 3 clusters
  Score: Raw -79704.184424 + Penalty 2294.375729 = -77409.808695
  nChanged 16
		SP:Iteration 20F (38815.110000 sec): 3 clusters
  Score: Raw -79715.479536 + Penalty 2294.375729 = -77421.103807
  nChanged 11
		SP:Iteration 21Q (38815.280000 sec): 3 clusters
  Score: Raw -79726.161981 + Penalty 2294.375729 = -77431.786252
  nChanged 18
		SP:Iteration 22Q (38815.460000 sec): 3 clusters
  Score: Raw -79749.382736 + Penalty 2294.375729 = -77455.007006
  nChanged 18
		SP:Iteration 23Q (38815.630000 sec): 3 clusters
  Score: Raw -79768.765090 + Penalty 2294.375729 = -77474.389361
  nChanged 20
		SP:Iteration 24Q (38815.810000 sec): 3 clusters
  Score: Raw -79793.502909 + Penalty 2294.375729 = -77499.127180
  nChanged 16
		SP:Iteration 25Q (38815.990000 sec): 3 clusters
  Score: Raw -79815.168979 + Penalty 2294.375729 = -77520.793250
  nChanged 13
		SP:Iteration 26Q (38816.160000 sec): 3 clusters
  Score: Raw -79830.991534 + Penalty 2294.375729 = -77536.615805
  nChanged 7
		SP:Iteration 27Q (38816.330000 sec): 3 clusters
  Score: Raw -79838.465183 + Penalty 2294.375729 = -77544.089454
  nChanged 7
		SP:Iteration 28Q (38816.510000 sec): 3 clusters
  Score: Raw -79843.319582 + Penalty 2294.375729 = -77548.943853
  nChanged 8
		SP:Iteration 29Q (38816.690000 sec): 3 clusters
  Score: Raw -79851.224358 + Penalty 2294.375729 = -77556.848629
  nChanged 4
		SP:Iteration 30Q (38816.860000 sec): 3 clusters
  Score: Raw -79856.362889 + Penalty 2294.375729 = -77561.987160
  nChanged 3
		SP:Iteration 31Q (38817.040000 sec): 3 clusters
  Score: Raw -79859.478588 + Penalty 2294.375729 = -77565.102859
  nChanged 2
		SP:Iteration 32Q (38817.210000 sec): 3 clusters
  Score: Raw -79861.069579 + Penalty 2294.375729 = -77566.693850
  nChanged 0
		SP:Iteration 33F (38817.390000 sec): 3 clusters
  Score: Raw -79861.069579 + Penalty 2294.375729 = -77566.693850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38817.520000 sec): 2 clusters
  Score: Raw -534005.917709 + Penalty 1435.508741 = -532570.408968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38817.720000 sec): 3 clusters
  Score: Raw -530308.121694 + Penalty 2871.017481 = -527437.104212
  nChanged 2931
		SP:Iteration 1F (38817.910000 sec): 3 clusters
  Score: Raw -531919.159791 + Penalty 2871.017481 = -529048.142310
  nChanged 455
		SP:Iteration 2F (38818.120000 sec): 3 clusters
  Score: Raw -532161.270315 + Penalty 2871.017481 = -529290.252834
  nChanged 396
		SP:Iteration 3F (38818.310000 sec): 3 clusters
  Score: Raw -532365.457344 + Penalty 2871.017481 = -529494.439863
  nChanged 348
		SP:Iteration 4F (38818.500000 sec): 3 clusters
  Score: Raw -532541.862695 + Penalty 2871.017481 = -529670.845214
  nChanged 298
		SP:Iteration 5Q (38818.690000 sec): 3 clusters
  Score: Raw -532699.217261 + Penalty 2871.017481 = -529828.199780
  nChanged 289
		SP:Iteration 6Q (38818.890000 sec): 3 clusters
  Score: Raw -532865.554977 + Penalty 2871.017481 = -529994.537495
  nChanged 286
		SP:Iteration 7Q (38819.080000 sec): 3 clusters
  Score: Raw -533022.054203 + Penalty 2871.017481 = -530151.036722
  nChanged 255
		SP:Iteration 8Q (38819.320000 sec): 3 clusters
  Score: Raw -533139.068036 + Penalty 2871.017481 = -530268.050554
  nChanged 214
		SP:Iteration 9Q (38819.470000 sec): 3 clusters
  Score: Raw -533233.153288 + Penalty 2871.017481 = -530362.135806
  nChanged 183
		SP:Iteration 10Q (38819.650000 sec): 3 clusters
  Score: Raw -533323.320226 + Penalty 2871.017481 = -530452.302744
  nChanged 195
		SP:Iteration 11Q (38819.840000 sec): 3 clusters
  Score: Raw -533410.220752 + Penalty 2871.017481 = -530539.203271
  nChanged 169
		SP:Iteration 12Q (38820.030000 sec): 3 clusters
  Score: Raw -533481.950385 + Penalty 2871.017481 = -530610.932904
  nChanged 147
		SP:Iteration 13Q (38820.220000 sec): 3 clusters
  Score: Raw -533540.331691 + Penalty 2871.017481 = -530669.314210
  nChanged 130
		SP:Iteration 14Q (38820.410000 sec): 3 clusters
  Score: Raw -533591.245988 + Penalty 2871.017481 = -530720.228507
  nChanged 116
		SP:Iteration 15Q (38820.590000 sec): 3 clusters
  Score: Raw -533634.805781 + Penalty 2871.017481 = -530763.788300
  nChanged 109
		SP:Iteration 16Q (38820.800000 sec): 3 clusters
  Score: Raw -533671.564951 + Penalty 2871.017481 = -530800.547470
  nChanged 94
		SP:Iteration 17Q (38821.010000 sec): 3 clusters
  Score: Raw -533696.092035 + Penalty 2871.017481 = -530825.074554
  nChanged 75
		SP:Iteration 18Q (38821.190000 sec): 3 clusters
  Score: Raw -533717.505368 + Penalty 2871.017481 = -530846.487886
  nChanged 56
		SP:Iteration 19Q (38821.380000 sec): 3 clusters
  Score: Raw -533731.043454 + Penalty 2871.017481 = -530860.025972
  nChanged 52
		SP:Iteration 20F (38821.570000 sec): 3 clusters
  Score: Raw -533743.785189 + Penalty 2871.017481 = -530872.767707
  nChanged 54
		SP:Iteration 21Q (38821.750000 sec): 3 clusters
  Score: Raw -533755.267028 + Penalty 2871.017481 = -530884.249546
  nChanged 49
		SP:Iteration 22Q (38821.940000 sec): 3 clusters
  Score: Raw -533764.889150 + Penalty 2871.017481 = -530893.871668
  nChanged 41
		SP:Iteration 23Q (38822.130000 sec): 3 clusters
  Score: Raw -533774.743700 + Penalty 2871.017481 = -530903.726218
  nChanged 34
		SP:Iteration 24Q (38822.320000 sec): 3 clusters
  Score: Raw -533781.275660 + Penalty 2871.017481 = -530910.258178
  nChanged 32
		SP:Iteration 25Q (38822.500000 sec): 3 clusters
  Score: Raw -533789.756844 + Penalty 2871.017481 = -530918.739362
  nChanged 40
		SP:Iteration 26Q (38822.690000 sec): 3 clusters
  Score: Raw -533799.638359 + Penalty 2871.017481 = -530928.620878
  nChanged 43
		SP:Iteration 27Q (38822.880000 sec): 3 clusters
  Score: Raw -533813.333547 + Penalty 2871.017481 = -530942.316066
  nChanged 56
		SP:Iteration 28Q (38823.060000 sec): 3 clusters
  Score: Raw -533827.295243 + Penalty 2871.017481 = -530956.277761
  nChanged 50
		SP:Iteration 29Q (38823.260000 sec): 3 clusters
  Score: Raw -533838.278090 + Penalty 2871.017481 = -530967.260608
  nChanged 46
		SP:Iteration 30Q (38823.460000 sec): 3 clusters
  Score: Raw -533849.277397 + Penalty 2871.017481 = -530978.259916
  nChanged 46
		SP:Iteration 31Q (38823.660000 sec): 3 clusters
  Score: Raw -533860.621775 + Penalty 2871.017481 = -530989.604293
  nChanged 47
		SP:Iteration 32Q (38823.860000 sec): 3 clusters
  Score: Raw -533871.736449 + Penalty 2871.017481 = -531000.718967
  nChanged 45
		SP:Iteration 33Q (38824.060000 sec): 3 clusters
  Score: Raw -533881.541733 + Penalty 2871.017481 = -531010.524252
  nChanged 36
		SP:Iteration 34Q (38824.260000 sec): 3 clusters
  Score: Raw -533890.164087 + Penalty 2871.017481 = -531019.146606
  nChanged 35
		SP:Iteration 35Q (38824.450000 sec): 3 clusters
  Score: Raw -533895.967247 + Penalty 2871.017481 = -531024.949766
  nChanged 24
		SP:Iteration 36Q (38824.650000 sec): 3 clusters
  Score: Raw -533900.780794 + Penalty 2871.017481 = -531029.763312
  nChanged 22
		SP:Iteration 37Q (38824.840000 sec): 3 clusters
  Score: Raw -533904.292956 + Penalty 2871.017481 = -531033.275475
  nChanged 17
		SP:Iteration 38Q (38825.030000 sec): 3 clusters
  Score: Raw -533907.194562 + Penalty 2871.017481 = -531036.177081
  nChanged 17
		SP:Iteration 39Q (38825.210000 sec): 3 clusters
  Score: Raw -533910.028032 + Penalty 2871.017481 = -531039.010550
  nChanged 21
		SP:Iteration 40F (38825.400000 sec): 3 clusters
  Score: Raw -533913.547431 + Penalty 2871.017481 = -531042.529949
  nChanged 17
		SP:Iteration 41Q (38825.580000 sec): 3 clusters
  Score: Raw -533915.532947 + Penalty 2871.017481 = -531044.515466
  nChanged 8
		SP:Iteration 42Q (38825.760000 sec): 3 clusters
  Score: Raw -533916.568352 + Penalty 2871.017481 = -531045.550871
  nChanged 12
		SP:Iteration 43Q (38825.950000 sec): 3 clusters
  Score: Raw -533918.749883 + Penalty 2871.017481 = -531047.732402
  nChanged 13
		SP:Iteration 44Q (38826.130000 sec): 3 clusters
  Score: Raw -533921.558851 + Penalty 2871.017481 = -531050.541370
  nChanged 8
		SP:Iteration 45Q (38826.320000 sec): 3 clusters
  Score: Raw -533923.489507 + Penalty 2871.017481 = -531052.472026
  nChanged 14
		SP:Iteration 46Q (38826.500000 sec): 3 clusters
  Score: Raw -533926.007209 + Penalty 2871.017481 = -531054.989728
  nChanged 11
		SP:Iteration 47Q (38826.680000 sec): 3 clusters
  Score: Raw -533928.800610 + Penalty 2871.017481 = -531057.783128
  nChanged 16
		SP:Iteration 48Q (38826.870000 sec): 3 clusters
  Score: Raw -533931.597230 + Penalty 2871.017481 = -531060.579749
  nChanged 7
		SP:Iteration 49Q (38827.010000 sec): 3 clusters
  Score: Raw -533932.877038 + Penalty 2871.017481 = -531061.859556
  nChanged 5
		SP:Iteration 50Q (38827.180000 sec): 3 clusters
  Score: Raw -533933.952318 + Penalty 2871.017481 = -531062.934836
  nChanged 7
		SP:Iteration 51Q (38827.380000 sec): 3 clusters
  Score: Raw -533934.941913 + Penalty 2871.017481 = -531063.924432
  nChanged 4
		SP:Iteration 52Q (38827.580000 sec): 3 clusters
  Score: Raw -533935.884168 + Penalty 2871.017481 = -531064.866687
  nChanged 6
		SP:Iteration 53Q (38827.780000 sec): 3 clusters
  Score: Raw -533936.742948 + Penalty 2871.017481 = -531065.725467
  nChanged 4
		SP:Iteration 54Q (38827.970000 sec): 3 clusters
  Score: Raw -533937.068738 + Penalty 2871.017481 = -531066.051256
  nChanged 4
		SP:Iteration 55Q (38828.160000 sec): 3 clusters
  Score: Raw -533937.508567 + Penalty 2871.017481 = -531066.491085
  nChanged 6
		SP:Iteration 56Q (38828.370000 sec): 3 clusters
  Score: Raw -533938.287769 + Penalty 2871.017481 = -531067.270288
  nChanged 5
		SP:Iteration 57Q (38828.560000 sec): 3 clusters
  Score: Raw -533938.896518 + Penalty 2871.017481 = -531067.879036
  nChanged 6
		SP:Iteration 58Q (38828.760000 sec): 3 clusters
  Score: Raw -533939.962914 + Penalty 2871.017481 = -531068.945433
  nChanged 10
		SP:Iteration 59Q (38828.960000 sec): 3 clusters
  Score: Raw -533941.293139 + Penalty 2871.017481 = -531070.275658
  nChanged 9
		SP:Iteration 60F (38829.150000 sec): 3 clusters
  Score: Raw -533942.415331 + Penalty 2871.017481 = -531071.397849
  nChanged 2
		SP:Iteration 61Q (38829.340000 sec): 3 clusters
  Score: Raw -533942.554388 + Penalty 2871.017481 = -531071.536907
  nChanged 1
		SP:Iteration 62Q (38829.520000 sec): 3 clusters
  Score: Raw -533942.618041 + Penalty 2871.017481 = -531071.600560
  nChanged 0
		SP:Iteration 63F (38829.700000 sec): 3 clusters
  Score: Raw -533942.618041 + Penalty 2871.017481 = -531071.600560
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38829.800000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38829.990000 sec): 3 clusters
  Score: Raw -103130.365829 + Penalty 2333.275090 = -100797.090739
  nChanged 421
		SP:Iteration 1F (38830.170000 sec): 3 clusters
  Score: Raw -103527.713971 + Penalty 2333.275090 = -101194.438881
  nChanged 134
		SP:Iteration 2F (38830.340000 sec): 3 clusters
  Score: Raw -103744.076469 + Penalty 2333.275090 = -101410.801379
  nChanged 119
		SP:Iteration 3F (38830.520000 sec): 3 clusters
  Score: Raw -103935.362370 + Penalty 2333.275090 = -101602.087280
  nChanged 78
		SP:Iteration 4F (38830.690000 sec): 3 clusters
  Score: Raw -104041.044501 + Penalty 2333.275090 = -101707.769411
  nChanged 42
		SP:Iteration 5Q (38830.870000 sec): 3 clusters
  Score: Raw -104080.040155 + Penalty 2333.275090 = -101746.765065
  nChanged 25
		SP:Iteration 6Q (38831.040000 sec): 3 clusters
  Score: Raw -104101.450726 + Penalty 2333.275090 = -101768.175636
  nChanged 17
		SP:Iteration 7Q (38831.220000 sec): 3 clusters
  Score: Raw -104119.636575 + Penalty 2333.275090 = -101786.361485
  nChanged 12
		SP:Iteration 8Q (38831.400000 sec): 3 clusters
  Score: Raw -104129.977195 + Penalty 2333.275090 = -101796.702105
  nChanged 7
		SP:Iteration 9Q (38831.570000 sec): 3 clusters
  Score: Raw -104135.002131 + Penalty 2333.275090 = -101801.727041
  nChanged 2
		SP:Iteration 10Q (38831.750000 sec): 3 clusters
  Score: Raw -104135.897513 + Penalty 2333.275090 = -101802.622423
  nChanged 1
		SP:Iteration 11Q (38831.920000 sec): 3 clusters
  Score: Raw -104136.268567 + Penalty 2333.275090 = -101802.993476
  nChanged 1
		SP:Iteration 12Q (38832.100000 sec): 3 clusters
  Score: Raw -104137.348609 + Penalty 2333.275090 = -101804.073519
  nChanged 0
		SP:Iteration 13F (38832.280000 sec): 3 clusters
  Score: Raw -104137.348609 + Penalty 2333.275090 = -101804.073519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38832.360000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38832.540000 sec): 3 clusters
  Score: Raw -43667.517611 + Penalty 2028.089650 = -41639.427962
  nChanged 123
		SP:Iteration 1F (38832.720000 sec): 3 clusters
  Score: Raw -43837.059415 + Penalty 2028.089650 = -41808.969765
  nChanged 25
		SP:Iteration 2Q (38832.890000 sec): 3 clusters
  Score: Raw -43875.246347 + Penalty 2028.089650 = -41847.156698
  nChanged 10
		SP:Iteration 3Q (38833.070000 sec): 3 clusters
  Score: Raw -43895.015166 + Penalty 2028.089650 = -41866.925516
  nChanged 13
		SP:Iteration 4Q (38833.250000 sec): 3 clusters
  Score: Raw -43910.263605 + Penalty 2028.089650 = -41882.173956
  nChanged 3
		SP:Iteration 5Q (38833.420000 sec): 3 clusters
  Score: Raw -43911.655084 + Penalty 2028.089650 = -41883.565434
  nChanged 2
		SP:Iteration 6Q (38833.590000 sec): 3 clusters
  Score: Raw -43912.832462 + Penalty 2028.089650 = -41884.742812
  nChanged 2
		SP:Iteration 7Q (38833.770000 sec): 3 clusters
  Score: Raw -43915.247107 + Penalty 2028.089650 = -41887.157457
  nChanged 5
		SP:Iteration 8Q (38833.940000 sec): 3 clusters
  Score: Raw -43920.382489 + Penalty 2028.089650 = -41892.292840
  nChanged 3
		SP:Iteration 9Q (38834.120000 sec): 3 clusters
  Score: Raw -43922.326227 + Penalty 2028.089650 = -41894.236577
  nChanged 2
		SP:Iteration 10Q (38834.300000 sec): 3 clusters
  Score: Raw -43924.883953 + Penalty 2028.089650 = -41896.794304
  nChanged 0
		SP:Iteration 11F (38834.470000 sec): 3 clusters
  Score: Raw -43924.883953 + Penalty 2028.089650 = -41896.794304
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38834.580000 sec): 2 clusters
  Score: Raw -230213.252375 + Penalty 1294.401156 = -228918.851219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38834.720000 sec): 3 clusters
  Score: Raw -228866.950976 + Penalty 2588.802311 = -226278.148665
  nChanged 1097
		SP:Iteration 1F (38834.880000 sec): 3 clusters
  Score: Raw -229504.002012 + Penalty 2588.802311 = -226915.199700
  nChanged 260
		SP:Iteration 2F (38835.050000 sec): 3 clusters
  Score: Raw -229705.174451 + Penalty 2588.802311 = -227116.372140
  nChanged 194
		SP:Iteration 3F (38835.230000 sec): 3 clusters
  Score: Raw -229880.640358 + Penalty 2588.802311 = -227291.838047
  nChanged 188
		SP:Iteration 4F (38835.410000 sec): 3 clusters
  Score: Raw -230054.937136 + Penalty 2588.802311 = -227466.134825
  nChanged 158
		SP:Iteration 5F (38835.580000 sec): 3 clusters
  Score: Raw -230183.754533 + Penalty 2588.802311 = -227594.952222
  nChanged 119
		SP:Iteration 6Q (38835.760000 sec): 3 clusters
  Score: Raw -230269.477672 + Penalty 2588.802311 = -227680.675361
  nChanged 88
		SP:Iteration 7Q (38835.930000 sec): 3 clusters
  Score: Raw -230326.633146 + Penalty 2588.802311 = -227737.830835
  nChanged 85
		SP:Iteration 8Q (38836.110000 sec): 3 clusters
  Score: Raw -230374.688171 + Penalty 2588.802311 = -227785.885860
  nChanged 60
		SP:Iteration 9Q (38836.290000 sec): 3 clusters
  Score: Raw -230410.859527 + Penalty 2588.802311 = -227822.057216
  nChanged 49
		SP:Iteration 10Q (38836.460000 sec): 3 clusters
  Score: Raw -230433.318323 + Penalty 2588.802311 = -227844.516012
  nChanged 28
		SP:Iteration 11Q (38836.640000 sec): 3 clusters
  Score: Raw -230448.596943 + Penalty 2588.802311 = -227859.794632
  nChanged 24
		SP:Iteration 12Q (38836.810000 sec): 3 clusters
  Score: Raw -230456.645835 + Penalty 2588.802311 = -227867.843524
  nChanged 19
		SP:Iteration 13Q (38836.990000 sec): 3 clusters
  Score: Raw -230467.104170 + Penalty 2588.802311 = -227878.301859
  nChanged 18
		SP:Iteration 14Q (38837.170000 sec): 3 clusters
  Score: Raw -230475.720442 + Penalty 2588.802311 = -227886.918130
  nChanged 17
		SP:Iteration 15Q (38837.340000 sec): 3 clusters
  Score: Raw -230484.611465 + Penalty 2588.802311 = -227895.809153
  nChanged 14
		SP:Iteration 16Q (38837.520000 sec): 3 clusters
  Score: Raw -230492.352765 + Penalty 2588.802311 = -227903.550453
  nChanged 13
		SP:Iteration 17Q (38837.690000 sec): 3 clusters
  Score: Raw -230498.551737 + Penalty 2588.802311 = -227909.749426
  nChanged 8
		SP:Iteration 18Q (38837.870000 sec): 3 clusters
  Score: Raw -230502.302412 + Penalty 2588.802311 = -227913.500100
  nChanged 10
		SP:Iteration 19Q (38838.050000 sec): 3 clusters
  Score: Raw -230507.950825 + Penalty 2588.802311 = -227919.148514
  nChanged 13
		SP:Iteration 20F (38838.220000 sec): 3 clusters
  Score: Raw -230512.755353 + Penalty 2588.802311 = -227923.953042
  nChanged 7
		SP:Iteration 21Q (38838.390000 sec): 3 clusters
  Score: Raw -230515.147684 + Penalty 2588.802311 = -227926.345373
  nChanged 2
		SP:Iteration 22Q (38838.570000 sec): 3 clusters
  Score: Raw -230515.662434 + Penalty 2588.802311 = -227926.860123
  nChanged 1
		SP:Iteration 23Q (38838.750000 sec): 3 clusters
  Score: Raw -230515.928172 + Penalty 2588.802311 = -227927.125861
  nChanged 1
		SP:Iteration 24Q (38838.920000 sec): 3 clusters
  Score: Raw -230516.086318 + Penalty 2588.802311 = -227927.284006
  nChanged 0
		SP:Iteration 25F (38839.100000 sec): 3 clusters
  Score: Raw -230516.086318 + Penalty 2588.802311 = -227927.284006
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38839.190000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38839.360000 sec): 3 clusters
  Score: Raw -122979.426876 + Penalty 2373.967683 = -120605.459194
  nChanged 484
		SP:Iteration 1F (38839.530000 sec): 3 clusters
  Score: Raw -123316.683014 + Penalty 2373.967683 = -120942.715331
  nChanged 130
		SP:Iteration 2F (38839.710000 sec): 3 clusters
  Score: Raw -123414.345450 + Penalty 2373.967683 = -121040.377767
  nChanged 80
		SP:Iteration 3F (38839.880000 sec): 3 clusters
  Score: Raw -123493.526328 + Penalty 2373.967683 = -121119.558646
  nChanged 73
		SP:Iteration 4Q (38840.050000 sec): 3 clusters
  Score: Raw -123565.168836 + Penalty 2373.967683 = -121191.201154
  nChanged 60
		SP:Iteration 5Q (38840.230000 sec): 3 clusters
  Score: Raw -123628.160123 + Penalty 2373.967683 = -121254.192441
  nChanged 59
		SP:Iteration 6Q (38840.400000 sec): 3 clusters
  Score: Raw -123697.332064 + Penalty 2373.967683 = -121323.364382
  nChanged 45
		SP:Iteration 7Q (38840.570000 sec): 3 clusters
  Score: Raw -123743.148288 + Penalty 2373.967683 = -121369.180605
  nChanged 30
		SP:Iteration 8Q (38840.750000 sec): 3 clusters
  Score: Raw -123771.638517 + Penalty 2373.967683 = -121397.670834
  nChanged 24
		SP:Iteration 9Q (38840.920000 sec): 3 clusters
  Score: Raw -123792.940378 + Penalty 2373.967683 = -121418.972695
  nChanged 19
		SP:Iteration 10Q (38841.090000 sec): 3 clusters
  Score: Raw -123808.680298 + Penalty 2373.967683 = -121434.712616
  nChanged 22
		SP:Iteration 11Q (38841.270000 sec): 3 clusters
  Score: Raw -123829.138316 + Penalty 2373.967683 = -121455.170633
  nChanged 10
		SP:Iteration 12Q (38841.440000 sec): 3 clusters
  Score: Raw -123839.624992 + Penalty 2373.967683 = -121465.657309
  nChanged 18
		SP:Iteration 13Q (38841.610000 sec): 3 clusters
  Score: Raw -123856.518116 + Penalty 2373.967683 = -121482.550433
  nChanged 9
		SP:Iteration 14Q (38841.790000 sec): 3 clusters
  Score: Raw -123862.741234 + Penalty 2373.967683 = -121488.773551
  nChanged 5
		SP:Iteration 15Q (38841.960000 sec): 3 clusters
  Score: Raw -123866.015305 + Penalty 2373.967683 = -121492.047622
  nChanged 4
		SP:Iteration 16Q (38842.130000 sec): 3 clusters
  Score: Raw -123869.047071 + Penalty 2373.967683 = -121495.079388
  nChanged 4
		SP:Iteration 17Q (38842.310000 sec): 3 clusters
  Score: Raw -123871.565700 + Penalty 2373.967683 = -121497.598018
  nChanged 1
		SP:Iteration 18Q (38842.480000 sec): 3 clusters
  Score: Raw -123872.854101 + Penalty 2373.967683 = -121498.886418
  nChanged 3
		SP:Iteration 19Q (38842.650000 sec): 3 clusters
  Score: Raw -123875.490377 + Penalty 2373.967683 = -121501.522694
  nChanged 3
		SP:Iteration 20F (38842.830000 sec): 3 clusters
  Score: Raw -123878.418830 + Penalty 2373.967683 = -121504.451147
  nChanged 5
		SP:Iteration 21Q (38843.000000 sec): 3 clusters
  Score: Raw -123883.611058 + Penalty 2373.967683 = -121509.643375
  nChanged 7
		SP:Iteration 22Q (38843.170000 sec): 3 clusters
  Score: Raw -123887.592625 + Penalty 2373.967683 = -121513.624942
  nChanged 2
		SP:Iteration 23Q (38843.350000 sec): 3 clusters
  Score: Raw -123888.926231 + Penalty 2373.967683 = -121514.958549
  nChanged 1
		SP:Iteration 24Q (38843.520000 sec): 3 clusters
  Score: Raw -123889.198917 + Penalty 2373.967683 = -121515.231234
  nChanged 0
		SP:Iteration 25F (38843.690000 sec): 3 clusters
  Score: Raw -123889.198917 + Penalty 2373.967683 = -121515.231234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38843.780000 sec): 2 clusters
  Score: Raw -23145.081175 + Penalty 950.982903 = -22194.098272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38843.950000 sec): 3 clusters
  Score: Raw -23248.701447 + Penalty 1901.965806 = -21346.735641
  nChanged 78
		SP:Iteration 1F (38844.130000 sec): 3 clusters
  Score: Raw -23431.963562 + Penalty 1901.965806 = -21529.997756
  nChanged 35
		SP:Iteration 2F (38844.300000 sec): 3 clusters
  Score: Raw -23627.759257 + Penalty 1901.965806 = -21725.793451
  nChanged 53
		SP:Iteration 3F (38844.470000 sec): 3 clusters
  Score: Raw -24048.539960 + Penalty 1901.965806 = -22146.574154
  nChanged 29
		SP:Iteration 4F (38844.650000 sec): 3 clusters
  Score: Raw -24287.440594 + Penalty 1901.965806 = -22385.474788
  nChanged 12
		SP:Iteration 5Q (38844.820000 sec): 3 clusters
  Score: Raw -24391.777406 + Penalty 1901.965806 = -22489.811600
  nChanged 9
		SP:Iteration 6Q (38844.990000 sec): 3 clusters
  Score: Raw -24467.835328 + Penalty 1901.965806 = -22565.869522
  nChanged 4
		SP:Iteration 7Q (38845.170000 sec): 3 clusters
  Score: Raw -24493.708080 + Penalty 1901.965806 = -22591.742274
  nChanged 5
		SP:Iteration 8Q (38845.340000 sec): 3 clusters
  Score: Raw -24564.015732 + Penalty 1901.965806 = -22662.049926
  nChanged 3
		SP:Iteration 9Q (38845.510000 sec): 3 clusters
  Score: Raw -24578.006962 + Penalty 1901.965806 = -22676.041156
  nChanged 0
		SP:Iteration 10F (38845.690000 sec): 3 clusters
  Score: Raw -24579.035984 + Penalty 1901.965806 = -22677.070178
  nChanged 1
		SP:Iteration 11Q (38845.860000 sec): 3 clusters
  Score: Raw -24589.801789 + Penalty 1901.965806 = -22687.835984
  nChanged 1
		SP:Iteration 12Q (38846.030000 sec): 3 clusters
  Score: Raw -24600.937918 + Penalty 1901.965806 = -22698.972112
  nChanged 4
		SP:Iteration 13Q (38846.210000 sec): 3 clusters
  Score: Raw -24629.406426 + Penalty 1901.965806 = -22727.440620
  nChanged 2
		SP:Iteration 14Q (38846.380000 sec): 3 clusters
  Score: Raw -24645.492282 + Penalty 1901.965806 = -22743.526476
  nChanged 1
		SP:Iteration 15Q (38846.550000 sec): 3 clusters
  Score: Raw -24658.896968 + Penalty 1901.965806 = -22756.931162
  nChanged 3
		SP:Iteration 16Q (38846.730000 sec): 3 clusters
  Score: Raw -24683.727757 + Penalty 1901.965806 = -22781.761951
  nChanged 0
		SP:Iteration 17F (38846.860000 sec): 3 clusters
  Score: Raw -24683.727757 + Penalty 1901.965806 = -22781.761951
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38846.970000 sec): 2 clusters
  Score: Raw -310689.872531 + Penalty 1340.937766 = -309348.934765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38847.150000 sec): 3 clusters
  Score: Raw -308774.861399 + Penalty 2681.875532 = -306092.985867
  nChanged 1508
		SP:Iteration 1F (38847.320000 sec): 3 clusters
  Score: Raw -309700.146325 + Penalty 2681.875532 = -307018.270793
  nChanged 323
		SP:Iteration 2F (38847.500000 sec): 3 clusters
  Score: Raw -309922.825749 + Penalty 2681.875532 = -307240.950217
  nChanged 235
		SP:Iteration 3F (38847.670000 sec): 3 clusters
  Score: Raw -310073.249181 + Penalty 2681.875532 = -307391.373649
  nChanged 182
		SP:Iteration 4Q (38847.850000 sec): 3 clusters
  Score: Raw -310183.587041 + Penalty 2681.875532 = -307501.711509
  nChanged 149
		SP:Iteration 5Q (38848.030000 sec): 3 clusters
  Score: Raw -310275.756834 + Penalty 2681.875532 = -307593.881302
  nChanged 137
		SP:Iteration 6Q (38848.200000 sec): 3 clusters
  Score: Raw -310351.719339 + Penalty 2681.875532 = -307669.843807
  nChanged 118
		SP:Iteration 7Q (38848.380000 sec): 3 clusters
  Score: Raw -310420.179049 + Penalty 2681.875532 = -307738.303517
  nChanged 106
		SP:Iteration 8Q (38848.550000 sec): 3 clusters
  Score: Raw -310496.817977 + Penalty 2681.875532 = -307814.942445
  nChanged 107
		SP:Iteration 9Q (38848.730000 sec): 3 clusters
  Score: Raw -310587.952665 + Penalty 2681.875532 = -307906.077133
  nChanged 117
		SP:Iteration 10Q (38848.910000 sec): 3 clusters
  Score: Raw -310680.796085 + Penalty 2681.875532 = -307998.920553
  nChanged 108
		SP:Iteration 11Q (38849.080000 sec): 3 clusters
  Score: Raw -310744.702450 + Penalty 2681.875532 = -308062.826918
  nChanged 79
		SP:Iteration 12Q (38849.260000 sec): 3 clusters
  Score: Raw -310800.644276 + Penalty 2681.875532 = -308118.768744
  nChanged 80
		SP:Iteration 13Q (38849.430000 sec): 3 clusters
  Score: Raw -310842.620254 + Penalty 2681.875532 = -308160.744722
  nChanged 65
		SP:Iteration 14Q (38849.610000 sec): 3 clusters
  Score: Raw -310869.173398 + Penalty 2681.875532 = -308187.297866
  nChanged 39
		SP:Iteration 15Q (38849.830000 sec): 3 clusters
  Score: Raw -310889.885518 + Penalty 2681.875532 = -308208.009986
  nChanged 34
		SP:Iteration 16Q (38849.970000 sec): 3 clusters
  Score: Raw -310905.195767 + Penalty 2681.875532 = -308223.320235
  nChanged 31
		SP:Iteration 17Q (38850.130000 sec): 3 clusters
  Score: Raw -310915.600165 + Penalty 2681.875532 = -308233.724633
  nChanged 22
		SP:Iteration 18Q (38850.290000 sec): 3 clusters
  Score: Raw -310922.997989 + Penalty 2681.875532 = -308241.122457
  nChanged 20
		SP:Iteration 19Q (38850.450000 sec): 3 clusters
  Score: Raw -310932.712842 + Penalty 2681.875532 = -308250.837310
  nChanged 16
		SP:Iteration 20F (38850.610000 sec): 3 clusters
  Score: Raw -310938.352521 + Penalty 2681.875532 = -308256.476989
  nChanged 16
		SP:Iteration 21Q (38850.770000 sec): 3 clusters
  Score: Raw -310944.405411 + Penalty 2681.875532 = -308262.529879
  nChanged 13
		SP:Iteration 22Q (38850.930000 sec): 3 clusters
  Score: Raw -310949.834695 + Penalty 2681.875532 = -308267.959163
  nChanged 11
		SP:Iteration 23Q (38851.100000 sec): 3 clusters
  Score: Raw -310954.069605 + Penalty 2681.875532 = -308272.194073
  nChanged 9
		SP:Iteration 24Q (38851.280000 sec): 3 clusters
  Score: Raw -310956.495206 + Penalty 2681.875532 = -308274.619674
  nChanged 3
		SP:Iteration 25Q (38851.450000 sec): 3 clusters
  Score: Raw -310957.837010 + Penalty 2681.875532 = -308275.961478
  nChanged 5
		SP:Iteration 26Q (38851.630000 sec): 3 clusters
  Score: Raw -310959.339112 + Penalty 2681.875532 = -308277.463580
  nChanged 5
		SP:Iteration 27Q (38851.810000 sec): 3 clusters
  Score: Raw -310960.452152 + Penalty 2681.875532 = -308278.576620
  nChanged 6
		SP:Iteration 28Q (38851.980000 sec): 3 clusters
  Score: Raw -310962.378115 + Penalty 2681.875532 = -308280.502583
  nChanged 4
		SP:Iteration 29Q (38852.160000 sec): 3 clusters
  Score: Raw -310963.980851 + Penalty 2681.875532 = -308282.105319
  nChanged 4
		SP:Iteration 30Q (38852.330000 sec): 3 clusters
  Score: Raw -310964.413208 + Penalty 2681.875532 = -308282.537676
  nChanged 0
		SP:Iteration 31F (38852.510000 sec): 3 clusters
  Score: Raw -310964.413208 + Penalty 2681.875532 = -308282.537676
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38852.590000 sec): 2 clusters
  Score: Raw -104760.821804 + Penalty 1178.918782 = -103581.903022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38852.770000 sec): 3 clusters
  Score: Raw -104197.284977 + Penalty 2357.837563 = -101839.447413
  nChanged 460
		SP:Iteration 1F (38852.950000 sec): 3 clusters
  Score: Raw -104538.392045 + Penalty 2357.837563 = -102180.554482
  nChanged 126
		SP:Iteration 2F (38853.120000 sec): 3 clusters
  Score: Raw -104652.127193 + Penalty 2357.837563 = -102294.289630
  nChanged 80
		SP:Iteration 3F (38853.300000 sec): 3 clusters
  Score: Raw -104721.526623 + Penalty 2357.837563 = -102363.689060
  nChanged 52
		SP:Iteration 4Q (38853.470000 sec): 3 clusters
  Score: Raw -104769.868262 + Penalty 2357.837563 = -102412.030698
  nChanged 44
		SP:Iteration 5Q (38853.650000 sec): 3 clusters
  Score: Raw -104828.005228 + Penalty 2357.837563 = -102470.167664
  nChanged 35
		SP:Iteration 6Q (38853.830000 sec): 3 clusters
  Score: Raw -104872.046405 + Penalty 2357.837563 = -102514.208842
  nChanged 37
		SP:Iteration 7Q (38854.000000 sec): 3 clusters
  Score: Raw -104934.877370 + Penalty 2357.837563 = -102577.039806
  nChanged 42
		SP:Iteration 8Q (38854.180000 sec): 3 clusters
  Score: Raw -105000.973695 + Penalty 2357.837563 = -102643.136132
  nChanged 47
		SP:Iteration 9Q (38854.350000 sec): 3 clusters
  Score: Raw -105063.860696 + Penalty 2357.837563 = -102706.023132
  nChanged 32
		SP:Iteration 10Q (38854.530000 sec): 3 clusters
  Score: Raw -105096.756059 + Penalty 2357.837563 = -102738.918496
  nChanged 31
		SP:Iteration 11Q (38854.690000 sec): 3 clusters
  Score: Raw -105133.922903 + Penalty 2357.837563 = -102776.085340
  nChanged 24
		SP:Iteration 12Q (38854.880000 sec): 3 clusters
  Score: Raw -105169.676416 + Penalty 2357.837563 = -102811.838853
  nChanged 30
		SP:Iteration 13Q (38855.060000 sec): 3 clusters
  Score: Raw -105202.179244 + Penalty 2357.837563 = -102844.341681
  nChanged 24
		SP:Iteration 14Q (38855.230000 sec): 3 clusters
  Score: Raw -105223.769720 + Penalty 2357.837563 = -102865.932157
  nChanged 16
		SP:Iteration 15Q (38855.410000 sec): 3 clusters
  Score: Raw -105241.083671 + Penalty 2357.837563 = -102883.246108
  nChanged 18
		SP:Iteration 16Q (38855.580000 sec): 3 clusters
  Score: Raw -105251.147632 + Penalty 2357.837563 = -102893.310068
  nChanged 7
		SP:Iteration 17Q (38855.760000 sec): 3 clusters
  Score: Raw -105255.370983 + Penalty 2357.837563 = -102897.533420
  nChanged 2
		SP:Iteration 18Q (38855.930000 sec): 3 clusters
  Score: Raw -105256.257712 + Penalty 2357.837563 = -102898.420149
  nChanged 2
		SP:Iteration 19Q (38856.110000 sec): 3 clusters
  Score: Raw -105258.591129 + Penalty 2357.837563 = -102900.753565
  nChanged 5
		SP:Iteration 20F (38856.290000 sec): 3 clusters
  Score: Raw -105262.050333 + Penalty 2357.837563 = -102904.212769
  nChanged 2
		SP:Iteration 21Q (38856.460000 sec): 3 clusters
  Score: Raw -105264.279179 + Penalty 2357.837563 = -102906.441616
  nChanged 4
		SP:Iteration 22Q (38856.640000 sec): 3 clusters
  Score: Raw -105272.063704 + Penalty 2357.837563 = -102914.226141
  nChanged 7
		SP:Iteration 23Q (38856.810000 sec): 3 clusters
  Score: Raw -105278.840120 + Penalty 2357.837563 = -102921.002557
  nChanged 9
		SP:Iteration 24Q (38856.990000 sec): 3 clusters
  Score: Raw -105283.379022 + Penalty 2357.837563 = -102925.541458
  nChanged 4
		SP:Iteration 25Q (38857.170000 sec): 3 clusters
  Score: Raw -105285.738582 + Penalty 2357.837563 = -102927.901019
  nChanged 6
		SP:Iteration 26Q (38857.340000 sec): 3 clusters
  Score: Raw -105288.496033 + Penalty 2357.837563 = -102930.658470
  nChanged 3
		SP:Iteration 27Q (38857.520000 sec): 3 clusters
  Score: Raw -105290.810127 + Penalty 2357.837563 = -102932.972564
  nChanged 6
		SP:Iteration 28Q (38857.680000 sec): 3 clusters
  Score: Raw -105297.231417 + Penalty 2357.837563 = -102939.393854
  nChanged 8
		SP:Iteration 29Q (38857.850000 sec): 3 clusters
  Score: Raw -105303.904502 + Penalty 2357.837563 = -102946.066938
  nChanged 11
		SP:Iteration 30Q (38858.010000 sec): 3 clusters
  Score: Raw -105313.404580 + Penalty 2357.837563 = -102955.567016
  nChanged 4
		SP:Iteration 31Q (38858.170000 sec): 3 clusters
  Score: Raw -105316.739242 + Penalty 2357.837563 = -102958.901678
  nChanged 4
		SP:Iteration 32Q (38858.330000 sec): 3 clusters
  Score: Raw -105320.392023 + Penalty 2357.837563 = -102962.554460
  nChanged 4
		SP:Iteration 33Q (38858.490000 sec): 3 clusters
  Score: Raw -105322.385146 + Penalty 2357.837563 = -102964.547582
  nChanged 2
		SP:Iteration 34Q (38858.650000 sec): 3 clusters
  Score: Raw -105323.942784 + Penalty 2357.837563 = -102966.105221
  nChanged 1
		SP:Iteration 35Q (38858.820000 sec): 3 clusters
  Score: Raw -105324.535865 + Penalty 2357.837563 = -102966.698302
  nChanged 1
		SP:Iteration 36Q (38859.010000 sec): 3 clusters
  Score: Raw -105324.790307 + Penalty 2357.837563 = -102966.952744
  nChanged 0
		SP:Iteration 37F (38859.180000 sec): 3 clusters
  Score: Raw -105324.790307 + Penalty 2357.837563 = -102966.952744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38859.260000 sec): 2 clusters
  Score: Raw -38427.282512 + Penalty 1064.550554 = -37362.731958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38859.420000 sec): 3 clusters
  Score: Raw -38278.232166 + Penalty 2129.101109 = -36149.131057
  nChanged 197
		SP:Iteration 1F (38859.580000 sec): 3 clusters
  Score: Raw -38589.189414 + Penalty 2129.101109 = -36460.088305
  nChanged 83
		SP:Iteration 2F (38859.740000 sec): 3 clusters
  Score: Raw -38735.632943 + Penalty 2129.101109 = -36606.531834
  nChanged 37
		SP:Iteration 3F (38859.900000 sec): 3 clusters
  Score: Raw -38804.091278 + Penalty 2129.101109 = -36674.990169
  nChanged 21
		SP:Iteration 4Q (38860.060000 sec): 3 clusters
  Score: Raw -38839.631265 + Penalty 2129.101109 = -36710.530156
  nChanged 9
		SP:Iteration 5Q (38860.220000 sec): 3 clusters
  Score: Raw -38856.139584 + Penalty 2129.101109 = -36727.038475
  nChanged 12
		SP:Iteration 6Q (38860.380000 sec): 3 clusters
  Score: Raw -38889.504211 + Penalty 2129.101109 = -36760.403102
  nChanged 11
		SP:Iteration 7Q (38860.540000 sec): 3 clusters
  Score: Raw -38913.992009 + Penalty 2129.101109 = -36784.890900
  nChanged 10
		SP:Iteration 8Q (38860.700000 sec): 3 clusters
  Score: Raw -38930.261295 + Penalty 2129.101109 = -36801.160186
  nChanged 4
		SP:Iteration 9Q (38860.860000 sec): 3 clusters
  Score: Raw -38938.452809 + Penalty 2129.101109 = -36809.351701
  nChanged 4
		SP:Iteration 10Q (38861.020000 sec): 3 clusters
  Score: Raw -38942.755577 + Penalty 2129.101109 = -36813.654468
  nChanged 5
		SP:Iteration 11Q (38861.180000 sec): 3 clusters
  Score: Raw -38949.197667 + Penalty 2129.101109 = -36820.096558
  nChanged 3
		SP:Iteration 12Q (38861.340000 sec): 3 clusters
  Score: Raw -38951.639744 + Penalty 2129.101109 = -36822.538635
  nChanged 0
		SP:Iteration 13F (38861.500000 sec): 3 clusters
  Score: Raw -38951.639744 + Penalty 2129.101109 = -36822.538635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38861.580000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38861.740000 sec): 3 clusters
  Score: Raw -41621.569529 + Penalty 2014.505583 = -39607.063946
  nChanged 111
		SP:Iteration 1F (38861.900000 sec): 3 clusters
  Score: Raw -41761.067153 + Penalty 2014.505583 = -39746.561570
  nChanged 24
		SP:Iteration 2Q (38862.060000 sec): 3 clusters
  Score: Raw -41804.393782 + Penalty 2014.505583 = -39789.888199
  nChanged 18
		SP:Iteration 3Q (38862.220000 sec): 3 clusters
  Score: Raw -41851.513087 + Penalty 2014.505583 = -39837.007504
  nChanged 17
		SP:Iteration 4Q (38862.380000 sec): 3 clusters
  Score: Raw -41885.464955 + Penalty 2014.505583 = -39870.959372
  nChanged 13
		SP:Iteration 5Q (38862.540000 sec): 3 clusters
  Score: Raw -41907.727674 + Penalty 2014.505583 = -39893.222091
  nChanged 14
		SP:Iteration 6Q (38862.700000 sec): 3 clusters
  Score: Raw -41924.444186 + Penalty 2014.505583 = -39909.938604
  nChanged 4
		SP:Iteration 7Q (38862.860000 sec): 3 clusters
  Score: Raw -41928.344743 + Penalty 2014.505583 = -39913.839160
  nChanged 4
		SP:Iteration 8Q (38863.020000 sec): 3 clusters
  Score: Raw -41932.192225 + Penalty 2014.505583 = -39917.686642
  nChanged 5
		SP:Iteration 9Q (38863.180000 sec): 3 clusters
  Score: Raw -41937.837369 + Penalty 2014.505583 = -39923.331786
  nChanged 1
		SP:Iteration 10Q (38863.380000 sec): 3 clusters
  Score: Raw -41938.649872 + Penalty 2014.505583 = -39924.144289
  nChanged 1
		SP:Iteration 11Q (38863.540000 sec): 3 clusters
  Score: Raw -41939.456814 + Penalty 2014.505583 = -39924.951231
  nChanged 0
		SP:Iteration 12F (38863.700000 sec): 3 clusters
  Score: Raw -41939.456814 + Penalty 2014.505583 = -39924.951231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (6770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38863.780000 sec): 2 clusters
  Score: Raw -552994.451181 + Penalty 1433.291659 = -551561.159521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38864.000000 sec): 3 clusters
  Score: Raw -549326.367958 + Penalty 2866.583319 = -546459.784639
  nChanged 2814
		SP:Iteration 1F (38864.200000 sec): 3 clusters
  Score: Raw -550873.750231 + Penalty 2866.583319 = -548007.166912
  nChanged 459
		SP:Iteration 2F (38864.390000 sec): 3 clusters
  Score: Raw -551078.694859 + Penalty 2866.583319 = -548212.111541
  nChanged 348
		SP:Iteration 3F (38864.590000 sec): 3 clusters
  Score: Raw -551220.527962 + Penalty 2866.583319 = -548353.944643
  nChanged 255
		SP:Iteration 4Q (38864.790000 sec): 3 clusters
  Score: Raw -551331.886273 + Penalty 2866.583319 = -548465.302954
  nChanged 229
		SP:Iteration 5Q (38864.990000 sec): 3 clusters
  Score: Raw -551438.830645 + Penalty 2866.583319 = -548572.247326
  nChanged 253
		SP:Iteration 6Q (38865.190000 sec): 3 clusters
  Score: Raw -551549.242697 + Penalty 2866.583319 = -548682.659378
  nChanged 246
		SP:Iteration 7Q (38865.390000 sec): 3 clusters
  Score: Raw -551665.929831 + Penalty 2866.583319 = -548799.346512
  nChanged 254
		SP:Iteration 8Q (38865.580000 sec): 3 clusters
  Score: Raw -551780.103180 + Penalty 2866.583319 = -548913.519861
  nChanged 231
		SP:Iteration 9Q (38865.780000 sec): 3 clusters
  Score: Raw -551883.839018 + Penalty 2866.583319 = -549017.255699
  nChanged 227
		SP:Iteration 10Q (38865.980000 sec): 3 clusters
  Score: Raw -551993.202964 + Penalty 2866.583319 = -549126.619645
  nChanged 214
		SP:Iteration 11Q (38866.170000 sec): 3 clusters
  Score: Raw -552101.636409 + Penalty 2866.583319 = -549235.053091
  nChanged 213
		SP:Iteration 12Q (38866.360000 sec): 3 clusters
  Score: Raw -552215.059993 + Penalty 2866.583319 = -549348.476674
  nChanged 216
		SP:Iteration 13Q (38866.550000 sec): 3 clusters
  Score: Raw -552326.305805 + Penalty 2866.583319 = -549459.722486
  nChanged 206
		SP:Iteration 14Q (38866.740000 sec): 3 clusters
  Score: Raw -552433.028089 + Penalty 2866.583319 = -549566.444770
  nChanged 180
		SP:Iteration 15Q (38866.940000 sec): 3 clusters
  Score: Raw -552519.329831 + Penalty 2866.583319 = -549652.746512
  nChanged 160
		SP:Iteration 16Q (38867.140000 sec): 3 clusters
  Score: Raw -552601.726319 + Penalty 2866.583319 = -549735.143000
  nChanged 142
		SP:Iteration 17Q (38867.380000 sec): 3 clusters
  Score: Raw -552689.978305 + Penalty 2866.583319 = -549823.394986
  nChanged 162
		SP:Iteration 18Q (38867.570000 sec): 3 clusters
  Score: Raw -552783.095832 + Penalty 2866.583319 = -549916.512514
  nChanged 130
		SP:Iteration 19Q (38867.800000 sec): 3 clusters
  Score: Raw -552864.409837 + Penalty 2866.583319 = -549997.826518
  nChanged 117
		SP:Iteration 20F (38867.970000 sec): 3 clusters
  Score: Raw -552937.375415 + Penalty 2866.583319 = -550070.792096
  nChanged 95
		SP:Iteration 21Q (38868.150000 sec): 3 clusters
  Score: Raw -552995.775857 + Penalty 2866.583319 = -550129.192538
  nChanged 68
		SP:Iteration 22Q (38868.330000 sec): 3 clusters
  Score: Raw -553038.929064 + Penalty 2866.583319 = -550172.345745
  nChanged 62
		SP:Iteration 23Q (38868.510000 sec): 3 clusters
  Score: Raw -553075.063832 + Penalty 2866.583319 = -550208.480513
  nChanged 44
		SP:Iteration 24Q (38868.700000 sec): 3 clusters
  Score: Raw -553100.665319 + Penalty 2866.583319 = -550234.082000
  nChanged 41
		SP:Iteration 25Q (38868.890000 sec): 3 clusters
  Score: Raw -553125.026659 + Penalty 2866.583319 = -550258.443340
  nChanged 53
		SP:Iteration 26Q (38869.070000 sec): 3 clusters
  Score: Raw -553159.267013 + Penalty 2866.583319 = -550292.683694
  nChanged 46
		SP:Iteration 27Q (38869.250000 sec): 3 clusters
  Score: Raw -553190.482679 + Penalty 2866.583319 = -550323.899361
  nChanged 30
		SP:Iteration 28Q (38869.460000 sec): 3 clusters
  Score: Raw -553210.810045 + Penalty 2866.583319 = -550344.226726
  nChanged 22
		SP:Iteration 29Q (38869.660000 sec): 3 clusters
  Score: Raw -553223.942858 + Penalty 2866.583319 = -550357.359539
  nChanged 15
		SP:Iteration 30Q (38869.870000 sec): 3 clusters
  Score: Raw -553231.562808 + Penalty 2866.583319 = -550364.979489
  nChanged 12
		SP:Iteration 31Q (38870.070000 sec): 3 clusters
  Score: Raw -553238.725890 + Penalty 2866.583319 = -550372.142571
  nChanged 10
		SP:Iteration 32Q (38870.270000 sec): 3 clusters
  Score: Raw -553246.919548 + Penalty 2866.583319 = -550380.336229
  nChanged 11
		SP:Iteration 33Q (38870.470000 sec): 3 clusters
  Score: Raw -553252.263999 + Penalty 2866.583319 = -550385.680680
  nChanged 3
		SP:Iteration 34Q (38870.680000 sec): 3 clusters
  Score: Raw -553253.232778 + Penalty 2866.583319 = -550386.649459
  nChanged 2
		SP:Iteration 35Q (38870.880000 sec): 3 clusters
  Score: Raw -553253.748528 + Penalty 2866.583319 = -550387.165209
  nChanged 0
		SP:Iteration 36F (38871.070000 sec): 3 clusters
  Score: Raw -553253.748528 + Penalty 2866.583319 = -550387.165209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38871.180000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38871.380000 sec): 3 clusters
  Score: Raw -476610.730075 + Penalty 2805.846857 = -473804.883217
  nChanged 2326
		SP:Iteration 1F (38871.570000 sec): 3 clusters
  Score: Raw -477852.012277 + Penalty 2805.846857 = -475046.165420
  nChanged 414
		SP:Iteration 2F (38871.750000 sec): 3 clusters
  Score: Raw -478088.122856 + Penalty 2805.846857 = -475282.275999
  nChanged 336
		SP:Iteration 3F (38871.910000 sec): 3 clusters
  Score: Raw -478291.912290 + Penalty 2805.846857 = -475486.065432
  nChanged 295
		SP:Iteration 4F (38872.070000 sec): 3 clusters
  Score: Raw -478465.144144 + Penalty 2805.846857 = -475659.297287
  nChanged 275
		SP:Iteration 5Q (38872.270000 sec): 3 clusters
  Score: Raw -478622.188223 + Penalty 2805.846857 = -475816.341366
  nChanged 240
		SP:Iteration 6Q (38872.430000 sec): 3 clusters
  Score: Raw -478749.872010 + Penalty 2805.846857 = -475944.025153
  nChanged 227
		SP:Iteration 7Q (38872.600000 sec): 3 clusters
  Score: Raw -478887.052003 + Penalty 2805.846857 = -476081.205146
  nChanged 213
		SP:Iteration 8Q (38872.770000 sec): 3 clusters
  Score: Raw -479009.036742 + Penalty 2805.846857 = -476203.189885
  nChanged 195
		SP:Iteration 9Q (38872.930000 sec): 3 clusters
  Score: Raw -479120.245386 + Penalty 2805.846857 = -476314.398529
  nChanged 163
		SP:Iteration 10Q (38873.100000 sec): 3 clusters
  Score: Raw -479207.850379 + Penalty 2805.846857 = -476402.003522
  nChanged 160
		SP:Iteration 11Q (38873.270000 sec): 3 clusters
  Score: Raw -479290.251246 + Penalty 2805.846857 = -476484.404389
  nChanged 127
		SP:Iteration 12Q (38873.430000 sec): 3 clusters
  Score: Raw -479353.566611 + Penalty 2805.846857 = -476547.719754
  nChanged 96
		SP:Iteration 13Q (38873.630000 sec): 3 clusters
  Score: Raw -479404.544636 + Penalty 2805.846857 = -476598.697779
  nChanged 92
		SP:Iteration 14Q (38873.760000 sec): 3 clusters
  Score: Raw -479446.217398 + Penalty 2805.846857 = -476640.370541
  nChanged 78
		SP:Iteration 15Q (38873.930000 sec): 3 clusters
  Score: Raw -479473.012844 + Penalty 2805.846857 = -476667.165987
  nChanged 78
		SP:Iteration 16Q (38874.100000 sec): 3 clusters
  Score: Raw -479501.420825 + Penalty 2805.846857 = -476695.573968
  nChanged 60
		SP:Iteration 17Q (38874.250000 sec): 3 clusters
  Score: Raw -479522.416694 + Penalty 2805.846857 = -476716.569837
  nChanged 47
		SP:Iteration 18Q (38874.410000 sec): 3 clusters
  Score: Raw -479536.726072 + Penalty 2805.846857 = -476730.879215
  nChanged 42
		SP:Iteration 19Q (38874.560000 sec): 3 clusters
  Score: Raw -479549.356911 + Penalty 2805.846857 = -476743.510054
  nChanged 37
		SP:Iteration 20F (38874.750000 sec): 3 clusters
  Score: Raw -479558.448421 + Penalty 2805.846857 = -476752.601564
  nChanged 30
		SP:Iteration 21Q (38874.930000 sec): 3 clusters
  Score: Raw -479567.606227 + Penalty 2805.846857 = -476761.759370
  nChanged 31
		SP:Iteration 22Q (38875.070000 sec): 3 clusters
  Score: Raw -479574.078442 + Penalty 2805.846857 = -476768.231585
  nChanged 29
		SP:Iteration 23Q (38875.280000 sec): 3 clusters
  Score: Raw -479581.702648 + Penalty 2805.846857 = -476775.855791
  nChanged 19
		SP:Iteration 24Q (38875.440000 sec): 3 clusters
  Score: Raw -479586.951376 + Penalty 2805.846857 = -476781.104518
  nChanged 16
		SP:Iteration 25Q (38875.610000 sec): 3 clusters
  Score: Raw -479590.334693 + Penalty 2805.846857 = -476784.487836
  nChanged 17
		SP:Iteration 26Q (38875.790000 sec): 3 clusters
  Score: Raw -479594.649056 + Penalty 2805.846857 = -476788.802199
  nChanged 19
		SP:Iteration 27Q (38875.970000 sec): 3 clusters
  Score: Raw -479602.111494 + Penalty 2805.846857 = -476796.264636
  nChanged 18
		SP:Iteration 28Q (38876.190000 sec): 3 clusters
  Score: Raw -479608.189714 + Penalty 2805.846857 = -476802.342856
  nChanged 14
		SP:Iteration 29Q (38876.400000 sec): 3 clusters
  Score: Raw -479612.151381 + Penalty 2805.846857 = -476806.304523
  nChanged 22
		SP:Iteration 30Q (38876.560000 sec): 3 clusters
  Score: Raw -479617.206421 + Penalty 2805.846857 = -476811.359563
  nChanged 20
		SP:Iteration 31Q (38876.730000 sec): 3 clusters
  Score: Raw -479622.463818 + Penalty 2805.846857 = -476816.616961
  nChanged 26
		SP:Iteration 32Q (38876.900000 sec): 3 clusters
  Score: Raw -479630.657469 + Penalty 2805.846857 = -476824.810611
  nChanged 32
		SP:Iteration 33Q (38877.070000 sec): 3 clusters
  Score: Raw -479639.280680 + Penalty 2805.846857 = -476833.433822
  nChanged 23
		SP:Iteration 34Q (38877.230000 sec): 3 clusters
  Score: Raw -479645.353310 + Penalty 2805.846857 = -476839.506453
  nChanged 27
		SP:Iteration 35Q (38877.400000 sec): 3 clusters
  Score: Raw -479651.827610 + Penalty 2805.846857 = -476845.980753
  nChanged 24
		SP:Iteration 36Q (38877.560000 sec): 3 clusters
  Score: Raw -479658.417640 + Penalty 2805.846857 = -476852.570782
  nChanged 17
		SP:Iteration 37Q (38877.710000 sec): 3 clusters
  Score: Raw -479663.627278 + Penalty 2805.846857 = -476857.780421
  nChanged 22
		SP:Iteration 38Q (38877.880000 sec): 3 clusters
  Score: Raw -479669.340400 + Penalty 2805.846857 = -476863.493543
  nChanged 19
		SP:Iteration 39Q (38878.070000 sec): 3 clusters
  Score: Raw -479673.539460 + Penalty 2805.846857 = -476867.692603
  nChanged 14
		SP:Iteration 40F (38878.240000 sec): 3 clusters
  Score: Raw -479676.944429 + Penalty 2805.846857 = -476871.097571
  nChanged 15
		SP:Iteration 41Q (38878.450000 sec): 3 clusters
  Score: Raw -479679.689642 + Penalty 2805.846857 = -476873.842785
  nChanged 14
		SP:Iteration 42Q (38878.620000 sec): 3 clusters
  Score: Raw -479682.550976 + Penalty 2805.846857 = -476876.704119
  nChanged 13
		SP:Iteration 43Q (38878.800000 sec): 3 clusters
  Score: Raw -479685.359840 + Penalty 2805.846857 = -476879.512982
  nChanged 15
		SP:Iteration 44Q (38879.010000 sec): 3 clusters
  Score: Raw -479688.898385 + Penalty 2805.846857 = -476883.051528
  nChanged 11
		SP:Iteration 45Q (38879.180000 sec): 3 clusters
  Score: Raw -479691.690532 + Penalty 2805.846857 = -476885.843675
  nChanged 12
		SP:Iteration 46Q (38879.350000 sec): 3 clusters
  Score: Raw -479694.233599 + Penalty 2805.846857 = -476888.386742
  nChanged 11
		SP:Iteration 47Q (38879.510000 sec): 3 clusters
  Score: Raw -479696.318478 + Penalty 2805.846857 = -476890.471621
  nChanged 8
		SP:Iteration 48Q (38879.710000 sec): 3 clusters
  Score: Raw -479697.777918 + Penalty 2805.846857 = -476891.931060
  nChanged 8
		SP:Iteration 49Q (38879.860000 sec): 3 clusters
  Score: Raw -479699.274272 + Penalty 2805.846857 = -476893.427415
  nChanged 12
		SP:Iteration 50Q (38880.070000 sec): 3 clusters
  Score: Raw -479701.609495 + Penalty 2805.846857 = -476895.762638
  nChanged 9
		SP:Iteration 51Q (38880.280000 sec): 3 clusters
  Score: Raw -479703.132499 + Penalty 2805.846857 = -476897.285641
  nChanged 7
		SP:Iteration 52Q (38880.450000 sec): 3 clusters
  Score: Raw -479704.259865 + Penalty 2805.846857 = -476898.413008
  nChanged 6
		SP:Iteration 53Q (38880.650000 sec): 3 clusters
  Score: Raw -479705.397040 + Penalty 2805.846857 = -476899.550183
  nChanged 3
		SP:Iteration 54Q (38880.800000 sec): 3 clusters
  Score: Raw -479705.952265 + Penalty 2805.846857 = -476900.105408
  nChanged 1
		SP:Iteration 55Q (38881.000000 sec): 3 clusters
  Score: Raw -479706.250839 + Penalty 2805.846857 = -476900.403982
  nChanged 3
		SP:Iteration 56Q (38881.210000 sec): 3 clusters
  Score: Raw -479706.791659 + Penalty 2805.846857 = -476900.944802
  nChanged 3
		SP:Iteration 57Q (38881.370000 sec): 3 clusters
  Score: Raw -479707.631490 + Penalty 2805.846857 = -476901.784632
  nChanged 1
		SP:Iteration 58Q (38881.540000 sec): 3 clusters
  Score: Raw -479707.890387 + Penalty 2805.846857 = -476902.043529
  nChanged 5
		SP:Iteration 59Q (38881.710000 sec): 3 clusters
  Score: Raw -479709.392405 + Penalty 2805.846857 = -476903.545548
  nChanged 7
		SP:Iteration 60F (38881.870000 sec): 3 clusters
  Score: Raw -479710.704270 + Penalty 2805.846857 = -476904.857413
  nChanged 5
		SP:Iteration 61Q (38882.040000 sec): 3 clusters
  Score: Raw -479712.025419 + Penalty 2805.846857 = -476906.178562
  nChanged 5
		SP:Iteration 62Q (38882.210000 sec): 3 clusters
  Score: Raw -479712.918819 + Penalty 2805.846857 = -476907.071962
  nChanged 5
		SP:Iteration 63Q (38882.400000 sec): 3 clusters
  Score: Raw -479713.744292 + Penalty 2805.846857 = -476907.897435
  nChanged 3
		SP:Iteration 64Q (38882.590000 sec): 3 clusters
  Score: Raw -479713.997244 + Penalty 2805.846857 = -476908.150387
  nChanged 1
		SP:Iteration 65Q (38882.750000 sec): 3 clusters
  Score: Raw -479714.202840 + Penalty 2805.846857 = -476908.355983
  nChanged 1
		SP:Iteration 66Q (38882.920000 sec): 3 clusters
  Score: Raw -479714.318705 + Penalty 2805.846857 = -476908.471848
  nChanged 1
		SP:Iteration 67Q (38883.120000 sec): 3 clusters
  Score: Raw -479714.478361 + Penalty 2805.846857 = -476908.631503
  nChanged 0
		SP:Iteration 68F (38883.290000 sec): 3 clusters
  Score: Raw -479714.478361 + Penalty 2805.846857 = -476908.631503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38883.440000 sec): 2 clusters
  Score: Raw -841139.483487 + Penalty 1495.342317 = -839644.141170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38883.720000 sec): 3 clusters
  Score: Raw -835536.741383 + Penalty 2990.684634 = -832546.056748
  nChanged 4261
		SP:Iteration 1F (38883.900000 sec): 3 clusters
  Score: Raw -837871.076456 + Penalty 2990.684634 = -834880.391822
  nChanged 590
		SP:Iteration 2F (38884.150000 sec): 3 clusters
  Score: Raw -838111.734540 + Penalty 2990.684634 = -835121.049905
  nChanged 474
		SP:Iteration 3Q (38884.430000 sec): 3 clusters
  Score: Raw -838301.698635 + Penalty 2990.684634 = -835311.014001
  nChanged 416
		SP:Iteration 4Q (38884.630000 sec): 3 clusters
  Score: Raw -838471.712992 + Penalty 2990.684634 = -835481.028358
  nChanged 401
		SP:Iteration 5Q (38884.890000 sec): 3 clusters
  Score: Raw -838635.603549 + Penalty 2990.684634 = -835644.918915
  nChanged 375
		SP:Iteration 6Q (38885.150000 sec): 3 clusters
  Score: Raw -838824.092594 + Penalty 2990.684634 = -835833.407959
  nChanged 375
		SP:Iteration 7Q (38885.430000 sec): 3 clusters
  Score: Raw -839011.193394 + Penalty 2990.684634 = -836020.508760
  nChanged 365
		SP:Iteration 8Q (38885.600000 sec): 3 clusters
  Score: Raw -839185.652866 + Penalty 2990.684634 = -836194.968232
  nChanged 360
		SP:Iteration 9Q (38885.810000 sec): 3 clusters
  Score: Raw -839379.651530 + Penalty 2990.684634 = -836388.966896
  nChanged 350
		SP:Iteration 10Q (38886.090000 sec): 3 clusters
  Score: Raw -839558.532089 + Penalty 2990.684634 = -836567.847455
  nChanged 332
		SP:Iteration 11Q (38886.300000 sec): 3 clusters
  Score: Raw -839731.041496 + Penalty 2990.684634 = -836740.356862
  nChanged 315
		SP:Iteration 12Q (38886.510000 sec): 3 clusters
  Score: Raw -839882.829240 + Penalty 2990.684634 = -836892.144606
  nChanged 300
		SP:Iteration 13Q (38886.750000 sec): 3 clusters
  Score: Raw -840040.857911 + Penalty 2990.684634 = -837050.173277
  nChanged 276
		SP:Iteration 14Q (38887.010000 sec): 3 clusters
  Score: Raw -840180.007675 + Penalty 2990.684634 = -837189.323041
  nChanged 256
		SP:Iteration 15Q (38887.230000 sec): 3 clusters
  Score: Raw -840310.235258 + Penalty 2990.684634 = -837319.550624
  nChanged 240
		SP:Iteration 16Q (38887.500000 sec): 3 clusters
  Score: Raw -840439.287216 + Penalty 2990.684634 = -837448.602582
  nChanged 238
		SP:Iteration 17Q (38887.680000 sec): 3 clusters
  Score: Raw -840566.554915 + Penalty 2990.684634 = -837575.870281
  nChanged 208
		SP:Iteration 18Q (38887.900000 sec): 3 clusters
  Score: Raw -840681.387269 + Penalty 2990.684634 = -837690.702634
  nChanged 196
		SP:Iteration 19Q (38888.120000 sec): 3 clusters
  Score: Raw -840799.073949 + Penalty 2990.684634 = -837808.389314
  nChanged 187
		SP:Iteration 20F (38888.390000 sec): 3 clusters
  Score: Raw -840912.375640 + Penalty 2990.684634 = -837921.691006
  nChanged 156
		SP:Iteration 21Q (38888.610000 sec): 3 clusters
  Score: Raw -841003.592116 + Penalty 2990.684634 = -838012.907482
  nChanged 127
		SP:Iteration 22Q (38888.820000 sec): 3 clusters
  Score: Raw -841070.149598 + Penalty 2990.684634 = -838079.464964
  nChanged 98
		SP:Iteration 23Q (38889.020000 sec): 3 clusters
  Score: Raw -841125.454648 + Penalty 2990.684634 = -838134.770014
  nChanged 115
		SP:Iteration 24Q (38889.220000 sec): 3 clusters
  Score: Raw -841185.517949 + Penalty 2990.684634 = -838194.833315
  nChanged 104
		SP:Iteration 25Q (38889.500000 sec): 3 clusters
  Score: Raw -841247.542785 + Penalty 2990.684634 = -838256.858150
  nChanged 83
		SP:Iteration 26Q (38889.670000 sec): 3 clusters
  Score: Raw -841293.402283 + Penalty 2990.684634 = -838302.717649
  nChanged 68
		SP:Iteration 27Q (38889.880000 sec): 3 clusters
  Score: Raw -841330.225407 + Penalty 2990.684634 = -838339.540772
  nChanged 65
		SP:Iteration 28Q (38890.100000 sec): 3 clusters
  Score: Raw -841360.500847 + Penalty 2990.684634 = -838369.816213
  nChanged 47
		SP:Iteration 29Q (38890.320000 sec): 3 clusters
  Score: Raw -841383.604645 + Penalty 2990.684634 = -838392.920011
  nChanged 59
		SP:Iteration 30Q (38890.540000 sec): 3 clusters
  Score: Raw -841417.037638 + Penalty 2990.684634 = -838426.353003
  nChanged 61
		SP:Iteration 31Q (38890.760000 sec): 3 clusters
  Score: Raw -841444.289106 + Penalty 2990.684634 = -838453.604472
  nChanged 46
		SP:Iteration 32Q (38890.990000 sec): 3 clusters
  Score: Raw -841474.400089 + Penalty 2990.684634 = -838483.715455
  nChanged 52
		SP:Iteration 33Q (38891.210000 sec): 3 clusters
  Score: Raw -841509.537018 + Penalty 2990.684634 = -838518.852384
  nChanged 44
		SP:Iteration 34Q (38891.470000 sec): 3 clusters
  Score: Raw -841539.014304 + Penalty 2990.684634 = -838548.329670
  nChanged 44
		SP:Iteration 35Q (38891.690000 sec): 3 clusters
  Score: Raw -841577.993757 + Penalty 2990.684634 = -838587.309122
  nChanged 51
		SP:Iteration 36Q (38891.890000 sec): 3 clusters
  Score: Raw -841624.260216 + Penalty 2990.684634 = -838633.575581
  nChanged 43
		SP:Iteration 37Q (38892.110000 sec): 3 clusters
  Score: Raw -841655.710921 + Penalty 2990.684634 = -838665.026287
  nChanged 40
		SP:Iteration 38Q (38892.320000 sec): 3 clusters
  Score: Raw -841681.923511 + Penalty 2990.684634 = -838691.238876
  nChanged 23
		SP:Iteration 39Q (38892.550000 sec): 3 clusters
  Score: Raw -841695.798130 + Penalty 2990.684634 = -838705.113496
  nChanged 16
		SP:Iteration 40F (38892.780000 sec): 3 clusters
  Score: Raw -841714.371776 + Penalty 2990.684634 = -838723.687141
  nChanged 23
		SP:Iteration 41Q (38893.000000 sec): 3 clusters
  Score: Raw -841729.872153 + Penalty 2990.684634 = -838739.187518
  nChanged 18
		SP:Iteration 42Q (38893.220000 sec): 3 clusters
  Score: Raw -841738.115242 + Penalty 2990.684634 = -838747.430608
  nChanged 7
		SP:Iteration 43Q (38893.470000 sec): 3 clusters
  Score: Raw -841740.784920 + Penalty 2990.684634 = -838750.100286
  nChanged 4
		SP:Iteration 44Q (38893.680000 sec): 3 clusters
  Score: Raw -841742.628594 + Penalty 2990.684634 = -838751.943960
  nChanged 2
		SP:Iteration 45Q (38893.900000 sec): 3 clusters
  Score: Raw -841743.495601 + Penalty 2990.684634 = -838752.810966
  nChanged 2
		SP:Iteration 46Q (38894.120000 sec): 3 clusters
  Score: Raw -841744.053651 + Penalty 2990.684634 = -838753.369017
  nChanged 2
		SP:Iteration 47Q (38894.360000 sec): 3 clusters
  Score: Raw -841744.883804 + Penalty 2990.684634 = -838754.199170
  nChanged 1
		SP:Iteration 48Q (38894.570000 sec): 3 clusters
  Score: Raw -841745.212675 + Penalty 2990.684634 = -838754.528041
  nChanged 0
		SP:Iteration 49F (38894.760000 sec): 3 clusters
  Score: Raw -841745.212675 + Penalty 2990.684634 = -838754.528041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38894.880000 sec): 2 clusters
  Score: Raw -197961.392113 + Penalty 1290.633864 = -196670.758250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38895.060000 sec): 3 clusters
  Score: Raw -196728.067415 + Penalty 2581.267727 = -194146.799687
  nChanged 1073
		SP:Iteration 1F (38895.240000 sec): 3 clusters
  Score: Raw -197514.622984 + Penalty 2581.267727 = -194933.355257
  nChanged 238
		SP:Iteration 2F (38895.410000 sec): 3 clusters
  Score: Raw -197740.878640 + Penalty 2581.267727 = -195159.610912
  nChanged 178
		SP:Iteration 3F (38895.590000 sec): 3 clusters
  Score: Raw -197908.418992 + Penalty 2581.267727 = -195327.151265
  nChanged 136
		SP:Iteration 4Q (38895.760000 sec): 3 clusters
  Score: Raw -198015.272646 + Penalty 2581.267727 = -195434.004919
  nChanged 105
		SP:Iteration 5Q (38895.940000 sec): 3 clusters
  Score: Raw -198101.429339 + Penalty 2581.267727 = -195520.161611
  nChanged 100
		SP:Iteration 6Q (38896.120000 sec): 3 clusters
  Score: Raw -198171.853646 + Penalty 2581.267727 = -195590.585919
  nChanged 78
		SP:Iteration 7Q (38896.290000 sec): 3 clusters
  Score: Raw -198227.665656 + Penalty 2581.267727 = -195646.397929
  nChanged 75
		SP:Iteration 8Q (38896.470000 sec): 3 clusters
  Score: Raw -198269.344360 + Penalty 2581.267727 = -195688.076633
  nChanged 50
		SP:Iteration 9Q (38896.640000 sec): 3 clusters
  Score: Raw -198293.898261 + Penalty 2581.267727 = -195712.630534
  nChanged 37
		SP:Iteration 10Q (38896.820000 sec): 3 clusters
  Score: Raw -198314.667216 + Penalty 2581.267727 = -195733.399489
  nChanged 28
		SP:Iteration 11Q (38897.000000 sec): 3 clusters
  Score: Raw -198331.598517 + Penalty 2581.267727 = -195750.330790
  nChanged 31
		SP:Iteration 12Q (38897.170000 sec): 3 clusters
  Score: Raw -198350.067239 + Penalty 2581.267727 = -195768.799512
  nChanged 36
		SP:Iteration 13Q (38897.350000 sec): 3 clusters
  Score: Raw -198369.473920 + Penalty 2581.267727 = -195788.206193
  nChanged 30
		SP:Iteration 14Q (38897.520000 sec): 3 clusters
  Score: Raw -198388.037693 + Penalty 2581.267727 = -195806.769966
  nChanged 32
		SP:Iteration 15Q (38897.700000 sec): 3 clusters
  Score: Raw -198405.511482 + Penalty 2581.267727 = -195824.243755
  nChanged 22
		SP:Iteration 16Q (38897.880000 sec): 3 clusters
  Score: Raw -198418.068127 + Penalty 2581.267727 = -195836.800400
  nChanged 24
		SP:Iteration 17Q (38898.050000 sec): 3 clusters
  Score: Raw -198432.210265 + Penalty 2581.267727 = -195850.942538
  nChanged 19
		SP:Iteration 18Q (38898.230000 sec): 3 clusters
  Score: Raw -198440.348785 + Penalty 2581.267727 = -195859.081058
  nChanged 17
		SP:Iteration 19Q (38898.410000 sec): 3 clusters
  Score: Raw -198449.452996 + Penalty 2581.267727 = -195868.185269
  nChanged 11
		SP:Iteration 20F (38898.580000 sec): 3 clusters
  Score: Raw -198459.216582 + Penalty 2581.267727 = -195877.948854
  nChanged 17
		SP:Iteration 21Q (38898.760000 sec): 3 clusters
  Score: Raw -198467.795628 + Penalty 2581.267727 = -195886.527901
  nChanged 10
		SP:Iteration 22Q (38898.930000 sec): 3 clusters
  Score: Raw -198471.809391 + Penalty 2581.267727 = -195890.541663
  nChanged 7
		SP:Iteration 23Q (38899.110000 sec): 3 clusters
  Score: Raw -198474.436945 + Penalty 2581.267727 = -195893.169218
  nChanged 4
		SP:Iteration 24Q (38899.290000 sec): 3 clusters
  Score: Raw -198476.049670 + Penalty 2581.267727 = -195894.781942
  nChanged 5
		SP:Iteration 25Q (38899.460000 sec): 3 clusters
  Score: Raw -198479.700252 + Penalty 2581.267727 = -195898.432525
  nChanged 6
		SP:Iteration 26Q (38899.640000 sec): 3 clusters
  Score: Raw -198482.274152 + Penalty 2581.267727 = -195901.006425
  nChanged 7
		SP:Iteration 27Q (38899.810000 sec): 3 clusters
  Score: Raw -198485.099822 + Penalty 2581.267727 = -195903.832095
  nChanged 3
		SP:Iteration 28Q (38899.990000 sec): 3 clusters
  Score: Raw -198486.072342 + Penalty 2581.267727 = -195904.804614
  nChanged 2
		SP:Iteration 29Q (38900.170000 sec): 3 clusters
  Score: Raw -198487.266982 + Penalty 2581.267727 = -195905.999254
  nChanged 2
		SP:Iteration 30Q (38900.340000 sec): 3 clusters
  Score: Raw -198487.870648 + Penalty 2581.267727 = -195906.602921
  nChanged 0
		SP:Iteration 31F (38900.520000 sec): 3 clusters
  Score: Raw -198487.870648 + Penalty 2581.267727 = -195906.602921
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38900.620000 sec): 2 clusters
  Score: Raw -289625.773784 + Penalty 1334.410090 = -288291.363695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38900.790000 sec): 3 clusters
  Score: Raw -287839.722846 + Penalty 2668.820179 = -285170.902667
  nChanged 1397
		SP:Iteration 1F (38900.970000 sec): 3 clusters
  Score: Raw -288593.909143 + Penalty 2668.820179 = -285925.088964
  nChanged 287
		SP:Iteration 2F (38901.150000 sec): 3 clusters
  Score: Raw -288772.693321 + Penalty 2668.820179 = -286103.873142
  nChanged 212
		SP:Iteration 3F (38901.320000 sec): 3 clusters
  Score: Raw -288911.071166 + Penalty 2668.820179 = -286242.250987
  nChanged 191
		SP:Iteration 4F (38901.500000 sec): 3 clusters
  Score: Raw -289018.516482 + Penalty 2668.820179 = -286349.696302
  nChanged 141
		SP:Iteration 5Q (38901.670000 sec): 3 clusters
  Score: Raw -289104.419012 + Penalty 2668.820179 = -286435.598832
  nChanged 123
		SP:Iteration 6Q (38901.850000 sec): 3 clusters
  Score: Raw -289192.778433 + Penalty 2668.820179 = -286523.958254
  nChanged 140
		SP:Iteration 7Q (38902.030000 sec): 3 clusters
  Score: Raw -289283.168489 + Penalty 2668.820179 = -286614.348310
  nChanged 108
		SP:Iteration 8Q (38902.200000 sec): 3 clusters
  Score: Raw -289340.735341 + Penalty 2668.820179 = -286671.915162
  nChanged 91
		SP:Iteration 9Q (38902.380000 sec): 3 clusters
  Score: Raw -289383.343567 + Penalty 2668.820179 = -286714.523387
  nChanged 80
		SP:Iteration 10Q (38902.550000 sec): 3 clusters
  Score: Raw -289419.596994 + Penalty 2668.820179 = -286750.776815
  nChanged 66
		SP:Iteration 11Q (38902.730000 sec): 3 clusters
  Score: Raw -289447.331613 + Penalty 2668.820179 = -286778.511434
  nChanged 62
		SP:Iteration 12Q (38902.910000 sec): 3 clusters
  Score: Raw -289470.335148 + Penalty 2668.820179 = -286801.514969
  nChanged 54
		SP:Iteration 13Q (38903.070000 sec): 3 clusters
  Score: Raw -289490.444655 + Penalty 2668.820179 = -286821.624476
  nChanged 44
		SP:Iteration 14Q (38903.260000 sec): 3 clusters
  Score: Raw -289503.953775 + Penalty 2668.820179 = -286835.133596
  nChanged 41
		SP:Iteration 15Q (38903.430000 sec): 3 clusters
  Score: Raw -289518.788752 + Penalty 2668.820179 = -286849.968573
  nChanged 27
		SP:Iteration 16Q (38903.600000 sec): 3 clusters
  Score: Raw -289527.716755 + Penalty 2668.820179 = -286858.896576
  nChanged 20
		SP:Iteration 17Q (38903.780000 sec): 3 clusters
  Score: Raw -289532.997922 + Penalty 2668.820179 = -286864.177743
  nChanged 13
		SP:Iteration 18Q (38903.950000 sec): 3 clusters
  Score: Raw -289537.272096 + Penalty 2668.820179 = -286868.451917
  nChanged 12
		SP:Iteration 19Q (38904.120000 sec): 3 clusters
  Score: Raw -289540.700782 + Penalty 2668.820179 = -286871.880603
  nChanged 11
		SP:Iteration 20F (38904.290000 sec): 3 clusters
  Score: Raw -289545.175219 + Penalty 2668.820179 = -286876.355039
  nChanged 10
		SP:Iteration 21Q (38904.470000 sec): 3 clusters
  Score: Raw -289547.978046 + Penalty 2668.820179 = -286879.157867
  nChanged 6
		SP:Iteration 22Q (38904.650000 sec): 3 clusters
  Score: Raw -289549.516249 + Penalty 2668.820179 = -286880.696070
  nChanged 7
		SP:Iteration 23Q (38904.820000 sec): 3 clusters
  Score: Raw -289551.771335 + Penalty 2668.820179 = -286882.951156
  nChanged 9
		SP:Iteration 24Q (38905.000000 sec): 3 clusters
  Score: Raw -289553.173772 + Penalty 2668.820179 = -286884.353593
  nChanged 5
		SP:Iteration 25Q (38905.170000 sec): 3 clusters
  Score: Raw -289554.001719 + Penalty 2668.820179 = -286885.181540
  nChanged 1
		SP:Iteration 26Q (38905.350000 sec): 3 clusters
  Score: Raw -289554.202780 + Penalty 2668.820179 = -286885.382601
  nChanged 0
		SP:Iteration 27F (38905.520000 sec): 3 clusters
  Score: Raw -289554.202780 + Penalty 2668.820179 = -286885.382601
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38905.610000 sec): 2 clusters
  Score: Raw -59064.652926 + Penalty 1080.880429 = -57983.772496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38905.790000 sec): 3 clusters
  Score: Raw -58861.378335 + Penalty 2161.760859 = -56699.617476
  nChanged 208
		SP:Iteration 1F (38905.960000 sec): 3 clusters
  Score: Raw -59074.510963 + Penalty 2161.760859 = -56912.750104
  nChanged 58
		SP:Iteration 2F (38906.180000 sec): 3 clusters
  Score: Raw -59149.953143 + Penalty 2161.760859 = -56988.192284
  nChanged 34
		SP:Iteration 3Q (38906.350000 sec): 3 clusters
  Score: Raw -59194.133660 + Penalty 2161.760859 = -57032.372801
  nChanged 25
		SP:Iteration 4Q (38906.530000 sec): 3 clusters
  Score: Raw -59219.117431 + Penalty 2161.760859 = -57057.356572
  nChanged 11
		SP:Iteration 5Q (38906.700000 sec): 3 clusters
  Score: Raw -59228.193746 + Penalty 2161.760859 = -57066.432887
  nChanged 8
		SP:Iteration 6Q (38906.870000 sec): 3 clusters
  Score: Raw -59234.594731 + Penalty 2161.760859 = -57072.833872
  nChanged 3
		SP:Iteration 7Q (38907.040000 sec): 3 clusters
  Score: Raw -59237.005732 + Penalty 2161.760859 = -57075.244873
  nChanged 4
		SP:Iteration 8Q (38907.170000 sec): 3 clusters
  Score: Raw -59238.834751 + Penalty 2161.760859 = -57077.073893
  nChanged 2
		SP:Iteration 9Q (38907.350000 sec): 3 clusters
  Score: Raw -59239.775199 + Penalty 2161.760859 = -57078.014340
  nChanged 1
		SP:Iteration 10Q (38907.520000 sec): 3 clusters
  Score: Raw -59240.538514 + Penalty 2161.760859 = -57078.777655
  nChanged 1
		SP:Iteration 11Q (38907.690000 sec): 3 clusters
  Score: Raw -59241.173235 + Penalty 2161.760859 = -57079.412376
  nChanged 2
		SP:Iteration 12Q (38907.870000 sec): 3 clusters
  Score: Raw -59242.535114 + Penalty 2161.760859 = -57080.774255
  nChanged 1
		SP:Iteration 13Q (38907.920000 sec): 3 clusters
  Score: Raw -59242.813755 + Penalty 2161.760859 = -57081.052896
  nChanged 1
		SP:Iteration 14Q (38907.930000 sec): 3 clusters
  Score: Raw -59243.204196 + Penalty 2161.760859 = -57081.443337
  nChanged 1
		SP:Iteration 15Q (38907.950000 sec): 3 clusters
  Score: Raw -59243.846345 + Penalty 2161.760859 = -57082.085486
  nChanged 0
		SP:Iteration 16F (38908.010000 sec): 3 clusters
  Score: Raw -59243.846345 + Penalty 2161.760859 = -57082.085486
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38908.060000 sec): 2 clusters
  Score: Raw -107676.302608 + Penalty 1167.994289 = -106508.308319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38908.110000 sec): 3 clusters
  Score: Raw -107164.769936 + Penalty 2335.988578 = -104828.781358
  nChanged 438
		SP:Iteration 1F (38908.160000 sec): 3 clusters
  Score: Raw -107488.768767 + Penalty 2335.988578 = -105152.780189
  nChanged 106
		SP:Iteration 2F (38908.210000 sec): 3 clusters
  Score: Raw -107606.313342 + Penalty 2335.988578 = -105270.324764
  nChanged 72
		SP:Iteration 3F (38908.260000 sec): 3 clusters
  Score: Raw -107686.436277 + Penalty 2335.988578 = -105350.447699
  nChanged 59
		SP:Iteration 4Q (38908.310000 sec): 3 clusters
  Score: Raw -107742.336295 + Penalty 2335.988578 = -105406.347716
  nChanged 55
		SP:Iteration 5Q (38908.480000 sec): 3 clusters
  Score: Raw -107812.018727 + Penalty 2335.988578 = -105476.030148
  nChanged 42
		SP:Iteration 6Q (38908.660000 sec): 3 clusters
  Score: Raw -107851.276072 + Penalty 2335.988578 = -105515.287494
  nChanged 28
		SP:Iteration 7Q (38908.830000 sec): 3 clusters
  Score: Raw -107873.637609 + Penalty 2335.988578 = -105537.649031
  nChanged 21
		SP:Iteration 8Q (38909.000000 sec): 3 clusters
  Score: Raw -107890.370271 + Penalty 2335.988578 = -105554.381692
  nChanged 12
		SP:Iteration 9Q (38909.180000 sec): 3 clusters
  Score: Raw -107899.463733 + Penalty 2335.988578 = -105563.475154
  nChanged 11
		SP:Iteration 10Q (38909.350000 sec): 3 clusters
  Score: Raw -107909.118373 + Penalty 2335.988578 = -105573.129795
  nChanged 10
		SP:Iteration 11Q (38909.520000 sec): 3 clusters
  Score: Raw -107916.844504 + Penalty 2335.988578 = -105580.855925
  nChanged 3
		SP:Iteration 12Q (38909.700000 sec): 3 clusters
  Score: Raw -107919.288713 + Penalty 2335.988578 = -105583.300135
  nChanged 4
		SP:Iteration 13Q (38909.870000 sec): 3 clusters
  Score: Raw -107921.343829 + Penalty 2335.988578 = -105585.355250
  nChanged 6
		SP:Iteration 14Q (38910.050000 sec): 3 clusters
  Score: Raw -107925.012295 + Penalty 2335.988578 = -105589.023717
  nChanged 11
		SP:Iteration 15Q (38910.220000 sec): 3 clusters
  Score: Raw -107934.549355 + Penalty 2335.988578 = -105598.560777
  nChanged 10
		SP:Iteration 16Q (38910.400000 sec): 3 clusters
  Score: Raw -107942.477797 + Penalty 2335.988578 = -105606.489219
  nChanged 9
		SP:Iteration 17Q (38910.570000 sec): 3 clusters
  Score: Raw -107948.149401 + Penalty 2335.988578 = -105612.160823
  nChanged 10
		SP:Iteration 18Q (38910.750000 sec): 3 clusters
  Score: Raw -107955.935258 + Penalty 2335.988578 = -105619.946680
  nChanged 4
		SP:Iteration 19Q (38910.930000 sec): 3 clusters
  Score: Raw -107958.610661 + Penalty 2335.988578 = -105622.622083
  nChanged 3
		SP:Iteration 20F (38911.020000 sec): 3 clusters
  Score: Raw -107959.648883 + Penalty 2335.988578 = -105623.660304
  nChanged 2
		SP:Iteration 21Q (38911.050000 sec): 3 clusters
  Score: Raw -107960.504608 + Penalty 2335.988578 = -105624.516029
  nChanged 3
		SP:Iteration 22Q (38911.190000 sec): 3 clusters
  Score: Raw -107961.904566 + Penalty 2335.988578 = -105625.915988
  nChanged 2
		SP:Iteration 23Q (38911.370000 sec): 3 clusters
  Score: Raw -107962.847310 + Penalty 2335.988578 = -105626.858731
  nChanged 1
		SP:Iteration 24Q (38911.550000 sec): 3 clusters
  Score: Raw -107963.506586 + Penalty 2335.988578 = -105627.518008
  nChanged 2
		SP:Iteration 25Q (38911.720000 sec): 3 clusters
  Score: Raw -107964.447635 + Penalty 2335.988578 = -105628.459057
  nChanged 1
		SP:Iteration 26Q (38911.890000 sec): 3 clusters
  Score: Raw -107964.819363 + Penalty 2335.988578 = -105628.830785
  nChanged 1
		SP:Iteration 27Q (38912.070000 sec): 3 clusters
  Score: Raw -107965.010198 + Penalty 2335.988578 = -105629.021619
  nChanged 0
		SP:Iteration 28F (38912.250000 sec): 3 clusters
  Score: Raw -107965.010198 + Penalty 2335.988578 = -105629.021619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38912.330000 sec): 2 clusters
  Score: Raw -105573.020831 + Penalty 1177.303001 = -104395.717829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38912.510000 sec): 3 clusters
  Score: Raw -105109.349608 + Penalty 2354.606003 = -102754.743605
  nChanged 449
		SP:Iteration 1F (38912.690000 sec): 3 clusters
  Score: Raw -105461.279192 + Penalty 2354.606003 = -103106.673189
  nChanged 99
		SP:Iteration 2F (38912.860000 sec): 3 clusters
  Score: Raw -105536.267799 + Penalty 2354.606003 = -103181.661796
  nChanged 55
		SP:Iteration 3Q (38913.040000 sec): 3 clusters
  Score: Raw -105584.462892 + Penalty 2354.606003 = -103229.856890
  nChanged 35
		SP:Iteration 4Q (38913.210000 sec): 3 clusters
  Score: Raw -105614.324283 + Penalty 2354.606003 = -103259.718281
  nChanged 24
		SP:Iteration 5Q (38913.390000 sec): 3 clusters
  Score: Raw -105636.142016 + Penalty 2354.606003 = -103281.536013
  nChanged 23
		SP:Iteration 6Q (38913.570000 sec): 3 clusters
  Score: Raw -105659.053806 + Penalty 2354.606003 = -103304.447804
  nChanged 14
		SP:Iteration 7Q (38913.740000 sec): 3 clusters
  Score: Raw -105668.843362 + Penalty 2354.606003 = -103314.237359
  nChanged 10
		SP:Iteration 8Q (38913.920000 sec): 3 clusters
  Score: Raw -105673.023742 + Penalty 2354.606003 = -103318.417739
  nChanged 1
		SP:Iteration 9Q (38914.090000 sec): 3 clusters
  Score: Raw -105673.146408 + Penalty 2354.606003 = -103318.540405
  nChanged 0
		SP:Iteration 10F (38914.270000 sec): 3 clusters
  Score: Raw -105673.146408 + Penalty 2354.606003 = -103318.540405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38914.360000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38914.530000 sec): 3 clusters
  Score: Raw -104324.678405 + Penalty 2333.275090 = -101991.403315
  nChanged 414
		SP:Iteration 1F (38914.710000 sec): 3 clusters
  Score: Raw -104661.177038 + Penalty 2333.275090 = -102327.901948
  nChanged 98
		SP:Iteration 2F (38914.890000 sec): 3 clusters
  Score: Raw -104752.977734 + Penalty 2333.275090 = -102419.702644
  nChanged 66
		SP:Iteration 3F (38915.060000 sec): 3 clusters
  Score: Raw -104823.638994 + Penalty 2333.275090 = -102490.363904
  nChanged 54
		SP:Iteration 4Q (38915.240000 sec): 3 clusters
  Score: Raw -104871.975830 + Penalty 2333.275090 = -102538.700740
  nChanged 39
		SP:Iteration 5Q (38915.410000 sec): 3 clusters
  Score: Raw -104912.857889 + Penalty 2333.275090 = -102579.582799
  nChanged 37
		SP:Iteration 6Q (38915.590000 sec): 3 clusters
  Score: Raw -104958.930567 + Penalty 2333.275090 = -102625.655477
  nChanged 39
		SP:Iteration 7Q (38915.770000 sec): 3 clusters
  Score: Raw -105001.350711 + Penalty 2333.275090 = -102668.075620
  nChanged 34
		SP:Iteration 8Q (38915.940000 sec): 3 clusters
  Score: Raw -105037.589958 + Penalty 2333.275090 = -102704.314868
  nChanged 23
		SP:Iteration 9Q (38916.110000 sec): 3 clusters
  Score: Raw -105063.998227 + Penalty 2333.275090 = -102730.723137
  nChanged 19
		SP:Iteration 10Q (38916.290000 sec): 3 clusters
  Score: Raw -105084.379210 + Penalty 2333.275090 = -102751.104120
  nChanged 19
		SP:Iteration 11Q (38916.470000 sec): 3 clusters
  Score: Raw -105098.902625 + Penalty 2333.275090 = -102765.627535
  nChanged 12
		SP:Iteration 12Q (38916.640000 sec): 3 clusters
  Score: Raw -105111.629549 + Penalty 2333.275090 = -102778.354459
  nChanged 9
		SP:Iteration 13Q (38916.820000 sec): 3 clusters
  Score: Raw -105116.758735 + Penalty 2333.275090 = -102783.483645
  nChanged 6
		SP:Iteration 14Q (38916.930000 sec): 3 clusters
  Score: Raw -105122.227765 + Penalty 2333.275090 = -102788.952675
  nChanged 9
		SP:Iteration 15Q (38917.120000 sec): 3 clusters
  Score: Raw -105127.915669 + Penalty 2333.275090 = -102794.640579
  nChanged 6
		SP:Iteration 16Q (38917.280000 sec): 3 clusters
  Score: Raw -105131.742406 + Penalty 2333.275090 = -102798.467315
  nChanged 5
		SP:Iteration 17Q (38917.440000 sec): 3 clusters
  Score: Raw -105136.278529 + Penalty 2333.275090 = -102803.003439
  nChanged 10
		SP:Iteration 18Q (38917.590000 sec): 3 clusters
  Score: Raw -105146.733499 + Penalty 2333.275090 = -102813.458409
  nChanged 8
		SP:Iteration 19Q (38917.750000 sec): 3 clusters
  Score: Raw -105154.016558 + Penalty 2333.275090 = -102820.741468
  nChanged 8
		SP:Iteration 20F (38917.900000 sec): 3 clusters
  Score: Raw -105160.574301 + Penalty 2333.275090 = -102827.299211
  nChanged 5
		SP:Iteration 21Q (38918.050000 sec): 3 clusters
  Score: Raw -105164.271621 + Penalty 2333.275090 = -102830.996531
  nChanged 2
		SP:Iteration 22Q (38918.210000 sec): 3 clusters
  Score: Raw -105165.106613 + Penalty 2333.275090 = -102831.831523
  nChanged 1
		SP:Iteration 23Q (38918.360000 sec): 3 clusters
  Score: Raw -105165.723988 + Penalty 2333.275090 = -102832.448898
  nChanged 1
		SP:Iteration 24Q (38918.510000 sec): 3 clusters
  Score: Raw -105166.583552 + Penalty 2333.275090 = -102833.308462
  nChanged 3
		SP:Iteration 25Q (38918.670000 sec): 3 clusters
  Score: Raw -105168.457868 + Penalty 2333.275090 = -102835.182778
  nChanged 1
		SP:Iteration 26Q (38918.820000 sec): 3 clusters
  Score: Raw -105168.844144 + Penalty 2333.275090 = -102835.569054
  nChanged 0
		SP:Iteration 27F (38918.980000 sec): 3 clusters
  Score: Raw -105168.844144 + Penalty 2333.275090 = -102835.569054
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38919.040000 sec): 2 clusters
  Score: Raw -106782.923229 + Penalty 1193.306762 = -105589.616466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38919.200000 sec): 3 clusters
  Score: Raw -106176.798195 + Penalty 2386.613524 = -103790.184671
  nChanged 539
		SP:Iteration 1F (38919.370000 sec): 3 clusters
  Score: Raw -106708.251299 + Penalty 2386.613524 = -104321.637775
  nChanged 140
		SP:Iteration 2F (38919.550000 sec): 3 clusters
  Score: Raw -106909.639286 + Penalty 2386.613524 = -104523.025762
  nChanged 96
		SP:Iteration 3F (38919.730000 sec): 3 clusters
  Score: Raw -107011.287817 + Penalty 2386.613524 = -104624.674293
  nChanged 65
		SP:Iteration 4Q (38919.900000 sec): 3 clusters
  Score: Raw -107084.738203 + Penalty 2386.613524 = -104698.124678
  nChanged 49
		SP:Iteration 5Q (38920.080000 sec): 3 clusters
  Score: Raw -107126.292776 + Penalty 2386.613524 = -104739.679251
  nChanged 35
		SP:Iteration 6Q (38920.250000 sec): 3 clusters
  Score: Raw -107156.552777 + Penalty 2386.613524 = -104769.939253
  nChanged 35
		SP:Iteration 7Q (38920.430000 sec): 3 clusters
  Score: Raw -107190.228949 + Penalty 2386.613524 = -104803.615425
  nChanged 40
		SP:Iteration 8Q (38920.610000 sec): 3 clusters
  Score: Raw -107232.668027 + Penalty 2386.613524 = -104846.054503
  nChanged 30
		SP:Iteration 9Q (38920.780000 sec): 3 clusters
  Score: Raw -107263.453877 + Penalty 2386.613524 = -104876.840353
  nChanged 26
		SP:Iteration 10Q (38920.960000 sec): 3 clusters
  Score: Raw -107291.524110 + Penalty 2386.613524 = -104904.910586
  nChanged 24
		SP:Iteration 11Q (38921.130000 sec): 3 clusters
  Score: Raw -107311.537565 + Penalty 2386.613524 = -104924.924040
  nChanged 21
		SP:Iteration 12Q (38921.310000 sec): 3 clusters
  Score: Raw -107325.989931 + Penalty 2386.613524 = -104939.376406
  nChanged 17
		SP:Iteration 13Q (38921.480000 sec): 3 clusters
  Score: Raw -107336.801838 + Penalty 2386.613524 = -104950.188313
  nChanged 9
		SP:Iteration 14Q (38921.660000 sec): 3 clusters
  Score: Raw -107340.606387 + Penalty 2386.613524 = -104953.992863
  nChanged 8
		SP:Iteration 15Q (38921.830000 sec): 3 clusters
  Score: Raw -107348.045414 + Penalty 2386.613524 = -104961.431890
  nChanged 6
		SP:Iteration 16Q (38922.010000 sec): 3 clusters
  Score: Raw -107351.281537 + Penalty 2386.613524 = -104964.668013
  nChanged 4
		SP:Iteration 17Q (38922.180000 sec): 3 clusters
  Score: Raw -107353.540137 + Penalty 2386.613524 = -104966.926613
  nChanged 4
		SP:Iteration 18Q (38922.360000 sec): 3 clusters
  Score: Raw -107354.640461 + Penalty 2386.613524 = -104968.026937
  nChanged 3
		SP:Iteration 19Q (38922.530000 sec): 3 clusters
  Score: Raw -107355.309543 + Penalty 2386.613524 = -104968.696019
  nChanged 1
		SP:Iteration 20F (38922.710000 sec): 3 clusters
  Score: Raw -107355.564586 + Penalty 2386.613524 = -104968.951062
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38922.820000 sec): 2 clusters
  Score: Raw -196841.857683 + Penalty 1269.050465 = -195572.807218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38922.990000 sec): 3 clusters
  Score: Raw -195749.921840 + Penalty 2538.100931 = -193211.820909
  nChanged 871
		SP:Iteration 1F (38923.150000 sec): 3 clusters
  Score: Raw -196286.166709 + Penalty 2538.100931 = -193748.065778
  nChanged 218
		SP:Iteration 2F (38923.310000 sec): 3 clusters
  Score: Raw -196470.449196 + Penalty 2538.100931 = -193932.348266
  nChanged 171
		SP:Iteration 3F (38923.470000 sec): 3 clusters
  Score: Raw -196618.317421 + Penalty 2538.100931 = -194080.216491
  nChanged 129
		SP:Iteration 4F (38923.630000 sec): 3 clusters
  Score: Raw -196726.613297 + Penalty 2538.100931 = -194188.512366
  nChanged 109
		SP:Iteration 5Q (38923.810000 sec): 3 clusters
  Score: Raw -196813.250703 + Penalty 2538.100931 = -194275.149773
  nChanged 90
		SP:Iteration 6Q (38924.020000 sec): 3 clusters
  Score: Raw -196883.339927 + Penalty 2538.100931 = -194345.238996
  nChanged 68
		SP:Iteration 7Q (38924.180000 sec): 3 clusters
  Score: Raw -196927.462312 + Penalty 2538.100931 = -194389.361382
  nChanged 52
		SP:Iteration 8Q (38924.340000 sec): 3 clusters
  Score: Raw -196962.880513 + Penalty 2538.100931 = -194424.779582
  nChanged 44
		SP:Iteration 9Q (38924.490000 sec): 3 clusters
  Score: Raw -196985.238479 + Penalty 2538.100931 = -194447.137549
  nChanged 33
		SP:Iteration 10Q (38924.620000 sec): 3 clusters
  Score: Raw -197003.117428 + Penalty 2538.100931 = -194465.016498
  nChanged 21
		SP:Iteration 11Q (38924.830000 sec): 3 clusters
  Score: Raw -197014.765183 + Penalty 2538.100931 = -194476.664253
  nChanged 18
		SP:Iteration 12Q (38925.010000 sec): 3 clusters
  Score: Raw -197024.890093 + Penalty 2538.100931 = -194486.789162
  nChanged 15
		SP:Iteration 13Q (38925.180000 sec): 3 clusters
  Score: Raw -197036.126513 + Penalty 2538.100931 = -194498.025583
  nChanged 11
		SP:Iteration 14Q (38925.360000 sec): 3 clusters
  Score: Raw -197045.010689 + Penalty 2538.100931 = -194506.909759
  nChanged 12
		SP:Iteration 15Q (38925.530000 sec): 3 clusters
  Score: Raw -197051.510159 + Penalty 2538.100931 = -194513.409229
  nChanged 9
		SP:Iteration 16Q (38925.710000 sec): 3 clusters
  Score: Raw -197058.262910 + Penalty 2538.100931 = -194520.161979
  nChanged 3
		SP:Iteration 17Q (38925.890000 sec): 3 clusters
  Score: Raw -197059.500421 + Penalty 2538.100931 = -194521.399491
  nChanged 2
		SP:Iteration 18Q (38926.060000 sec): 3 clusters
  Score: Raw -197060.234731 + Penalty 2538.100931 = -194522.133801
  nChanged 5
		SP:Iteration 19Q (38926.240000 sec): 3 clusters
  Score: Raw -197063.181297 + Penalty 2538.100931 = -194525.080366
  nChanged 4
		SP:Iteration 20F (38926.410000 sec): 3 clusters
  Score: Raw -197065.421304 + Penalty 2538.100931 = -194527.320373
  nChanged 3
		SP:Iteration 21Q (38926.590000 sec): 3 clusters
  Score: Raw -197066.524091 + Penalty 2538.100931 = -194528.423160
  nChanged 3
		SP:Iteration 22Q (38926.760000 sec): 3 clusters
  Score: Raw -197067.828541 + Penalty 2538.100931 = -194529.727611
  nChanged 2
		SP:Iteration 23Q (38926.940000 sec): 3 clusters
  Score: Raw -197068.572934 + Penalty 2538.100931 = -194530.472004
  nChanged 3
		SP:Iteration 24Q (38927.110000 sec): 3 clusters
  Score: Raw -197070.129024 + Penalty 2538.100931 = -194532.028093
  nChanged 2
		SP:Iteration 25Q (38927.280000 sec): 3 clusters
  Score: Raw -197071.829950 + Penalty 2538.100931 = -194533.729019
  nChanged 3
		SP:Iteration 26Q (38927.460000 sec): 3 clusters
  Score: Raw -197073.120659 + Penalty 2538.100931 = -194535.019729
  nChanged 0
		SP:Iteration 27F (38927.630000 sec): 3 clusters
  Score: Raw -197073.120659 + Penalty 2538.100931 = -194535.019729
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38927.760000 sec): 2 clusters
  Score: Raw -360723.694924 + Penalty 1370.635625 = -359353.059299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38927.930000 sec): 3 clusters
  Score: Raw -358343.331416 + Penalty 2741.271250 = -355602.060166
  nChanged 1863
		SP:Iteration 1F (38928.140000 sec): 3 clusters
  Score: Raw -359402.455593 + Penalty 2741.271250 = -356661.184343
  nChanged 378
		SP:Iteration 2F (38928.300000 sec): 3 clusters
  Score: Raw -359643.310096 + Penalty 2741.271250 = -356902.038846
  nChanged 293
		SP:Iteration 3F (38928.460000 sec): 3 clusters
  Score: Raw -359863.105521 + Penalty 2741.271250 = -357121.834271
  nChanged 289
		SP:Iteration 4F (38928.620000 sec): 3 clusters
  Score: Raw -360102.800658 + Penalty 2741.271250 = -357361.529408
  nChanged 297
		SP:Iteration 5F (38928.780000 sec): 3 clusters
  Score: Raw -360369.947397 + Penalty 2741.271250 = -357628.676147
  nChanged 274
		SP:Iteration 6F (38928.940000 sec): 3 clusters
  Score: Raw -360595.341676 + Penalty 2741.271250 = -357854.070425
  nChanged 227
		SP:Iteration 7Q (38929.100000 sec): 3 clusters
  Score: Raw -360789.671629 + Penalty 2741.271250 = -358048.400379
  nChanged 214
		SP:Iteration 8Q (38929.330000 sec): 3 clusters
  Score: Raw -360953.376012 + Penalty 2741.271250 = -358212.104762
  nChanged 158
		SP:Iteration 9Q (38929.460000 sec): 3 clusters
  Score: Raw -361062.181487 + Penalty 2741.271250 = -358320.910237
  nChanged 120
		SP:Iteration 10Q (38929.620000 sec): 3 clusters
  Score: Raw -361128.027375 + Penalty 2741.271250 = -358386.756125
  nChanged 80
		SP:Iteration 11Q (38929.780000 sec): 3 clusters
  Score: Raw -361168.771563 + Penalty 2741.271250 = -358427.500313
  nChanged 78
		SP:Iteration 12Q (38929.940000 sec): 3 clusters
  Score: Raw -361203.728796 + Penalty 2741.271250 = -358462.457545
  nChanged 61
		SP:Iteration 13Q (38930.100000 sec): 3 clusters
  Score: Raw -361226.710795 + Penalty 2741.271250 = -358485.439545
  nChanged 47
		SP:Iteration 14Q (38930.260000 sec): 3 clusters
  Score: Raw -361243.254049 + Penalty 2741.271250 = -358501.982799
  nChanged 40
		SP:Iteration 15Q (38930.420000 sec): 3 clusters
  Score: Raw -361258.820606 + Penalty 2741.271250 = -358517.549355
  nChanged 37
		SP:Iteration 16Q (38930.580000 sec): 3 clusters
  Score: Raw -361268.601136 + Penalty 2741.271250 = -358527.329886
  nChanged 35
		SP:Iteration 17Q (38930.740000 sec): 3 clusters
  Score: Raw -361277.771069 + Penalty 2741.271250 = -358536.499819
  nChanged 32
		SP:Iteration 18Q (38930.900000 sec): 3 clusters
  Score: Raw -361285.994141 + Penalty 2741.271250 = -358544.722891
  nChanged 14
		SP:Iteration 19Q (38931.060000 sec): 3 clusters
  Score: Raw -361290.691179 + Penalty 2741.271250 = -358549.419929
  nChanged 14
		SP:Iteration 20F (38931.220000 sec): 3 clusters
  Score: Raw -361294.809556 + Penalty 2741.271250 = -358553.538306
  nChanged 13
		SP:Iteration 21Q (38931.380000 sec): 3 clusters
  Score: Raw -361298.821554 + Penalty 2741.271250 = -358557.550304
  nChanged 11
		SP:Iteration 22Q (38931.540000 sec): 3 clusters
  Score: Raw -361301.510550 + Penalty 2741.271250 = -358560.239299
  nChanged 8
		SP:Iteration 23Q (38931.720000 sec): 3 clusters
  Score: Raw -361303.175651 + Penalty 2741.271250 = -358561.904401
  nChanged 4
		SP:Iteration 24Q (38931.890000 sec): 3 clusters
  Score: Raw -361304.247191 + Penalty 2741.271250 = -358562.975941
  nChanged 2
		SP:Iteration 25Q (38932.060000 sec): 3 clusters
  Score: Raw -361304.778692 + Penalty 2741.271250 = -358563.507442
  nChanged 2
		SP:Iteration 26Q (38932.240000 sec): 3 clusters
  Score: Raw -361305.486550 + Penalty 2741.271250 = -358564.215299
  nChanged 5
		SP:Iteration 27Q (38932.410000 sec): 3 clusters
  Score: Raw -361306.469711 + Penalty 2741.271250 = -358565.198460
  nChanged 4
		SP:Iteration 28Q (38932.580000 sec): 3 clusters
  Score: Raw -361307.389596 + Penalty 2741.271250 = -358566.118346
  nChanged 2
		SP:Iteration 29Q (38932.760000 sec): 3 clusters
  Score: Raw -361307.637164 + Penalty 2741.271250 = -358566.365914
  nChanged 2
		SP:Iteration 30Q (38932.930000 sec): 3 clusters
  Score: Raw -361307.812375 + Penalty 2741.271250 = -358566.541125
  nChanged 0
		SP:Iteration 31F (38933.100000 sec): 3 clusters
  Score: Raw -361307.812375 + Penalty 2741.271250 = -358566.541125
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38933.190000 sec): 2 clusters
  Score: Raw -38695.592631 + Penalty 1003.578431 = -37692.014200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38933.360000 sec): 3 clusters
  Score: Raw -38624.446458 + Penalty 2007.156863 = -36617.289595
  nChanged 117
		SP:Iteration 1F (38933.540000 sec): 3 clusters
  Score: Raw -38770.567118 + Penalty 2007.156863 = -36763.410255
  nChanged 31
		SP:Iteration 2F (38933.710000 sec): 3 clusters
  Score: Raw -38819.279147 + Penalty 2007.156863 = -36812.122284
  nChanged 9
		SP:Iteration 3Q (38933.880000 sec): 3 clusters
  Score: Raw -38834.252621 + Penalty 2007.156863 = -36827.095758
  nChanged 7
		SP:Iteration 4Q (38934.060000 sec): 3 clusters
  Score: Raw -38846.344198 + Penalty 2007.156863 = -36839.187335
  nChanged 7
		SP:Iteration 5Q (38934.230000 sec): 3 clusters
  Score: Raw -38860.735351 + Penalty 2007.156863 = -36853.578488
  nChanged 7
		SP:Iteration 6Q (38934.400000 sec): 3 clusters
  Score: Raw -38875.637913 + Penalty 2007.156863 = -36868.481051
  nChanged 6
		SP:Iteration 7Q (38934.580000 sec): 3 clusters
  Score: Raw -38889.016121 + Penalty 2007.156863 = -36881.859258
  nChanged 6
		SP:Iteration 8Q (38934.750000 sec): 3 clusters
  Score: Raw -38902.676928 + Penalty 2007.156863 = -36895.520065
  nChanged 4
		SP:Iteration 9Q (38934.920000 sec): 3 clusters
  Score: Raw -38910.933146 + Penalty 2007.156863 = -36903.776284
  nChanged 3
		SP:Iteration 10Q (38935.100000 sec): 3 clusters
  Score: Raw -38922.422439 + Penalty 2007.156863 = -36915.265577
  nChanged 3
		SP:Iteration 11Q (38935.270000 sec): 3 clusters
  Score: Raw -38929.155846 + Penalty 2007.156863 = -36921.998983
  nChanged 2
		SP:Iteration 12Q (38935.440000 sec): 3 clusters
  Score: Raw -38936.005995 + Penalty 2007.156863 = -36928.849132
  nChanged 5
		SP:Iteration 13Q (38935.620000 sec): 3 clusters
  Score: Raw -38952.753831 + Penalty 2007.156863 = -36945.596968
  nChanged 11
		SP:Iteration 14Q (38935.790000 sec): 3 clusters
  Score: Raw -38995.200365 + Penalty 2007.156863 = -36988.043502
  nChanged 9
		SP:Iteration 15Q (38935.960000 sec): 3 clusters
  Score: Raw -39025.843149 + Penalty 2007.156863 = -37018.686287
  nChanged 8
		SP:Iteration 16Q (38936.140000 sec): 3 clusters
  Score: Raw -39045.337837 + Penalty 2007.156863 = -37038.180975
  nChanged 5
		SP:Iteration 17Q (38936.310000 sec): 3 clusters
  Score: Raw -39068.011035 + Penalty 2007.156863 = -37060.854172
  nChanged 9
		SP:Iteration 18Q (38936.480000 sec): 3 clusters
  Score: Raw -39086.432635 + Penalty 2007.156863 = -37079.275772
  nChanged 5
		SP:Iteration 19Q (38936.660000 sec): 3 clusters
  Score: Raw -39094.140041 + Penalty 2007.156863 = -37086.983178
  nChanged 1
		SP:Iteration 20F (38936.830000 sec): 3 clusters
  Score: Raw -39095.934091 + Penalty 2007.156863 = -37088.777228
  nChanged 1
		SP:Iteration 21Q (38936.990000 sec): 3 clusters
  Score: Raw -39100.505730 + Penalty 2007.156863 = -37093.348868
  nChanged 4
		SP:Iteration 22Q (38937.140000 sec): 3 clusters
  Score: Raw -39104.025939 + Penalty 2007.156863 = -37096.869076
  nChanged 1
		SP:Iteration 23Q (38937.310000 sec): 3 clusters
  Score: Raw -39104.994703 + Penalty 2007.156863 = -37097.837840
  nChanged 2
		SP:Iteration 24Q (38937.480000 sec): 3 clusters
  Score: Raw -39107.845321 + Penalty 2007.156863 = -37100.688458
  nChanged 0
		SP:Iteration 25F (38937.660000 sec): 3 clusters
  Score: Raw -39107.845321 + Penalty 2007.156863 = -37100.688458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38937.780000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38937.930000 sec): 3 clusters
  Score: Raw -187452.692896 + Penalty 2526.144633 = -184926.548263
  nChanged 875
		SP:Iteration 1F (38938.090000 sec): 3 clusters
  Score: Raw -188034.436614 + Penalty 2526.144633 = -185508.291982
  nChanged 221
		SP:Iteration 2F (38938.240000 sec): 3 clusters
  Score: Raw -188225.397722 + Penalty 2526.144633 = -185699.253089
  nChanged 163
		SP:Iteration 3F (38938.400000 sec): 3 clusters
  Score: Raw -188372.503800 + Penalty 2526.144633 = -185846.359167
  nChanged 138
		SP:Iteration 4F (38938.560000 sec): 3 clusters
  Score: Raw -188514.844348 + Penalty 2526.144633 = -185988.699715
  nChanged 126
		SP:Iteration 5F (38938.720000 sec): 3 clusters
  Score: Raw -188653.653415 + Penalty 2526.144633 = -186127.508783
  nChanged 116
		SP:Iteration 6Q (38938.880000 sec): 3 clusters
  Score: Raw -188798.236838 + Penalty 2526.144633 = -186272.092205
  nChanged 134
		SP:Iteration 7F (38939.040000 sec): 3 clusters
  Score: Raw -188950.586925 + Penalty 2526.144633 = -186424.442292
  nChanged 96
		SP:Iteration 8Q (38939.200000 sec): 3 clusters
  Score: Raw -189040.719431 + Penalty 2526.144633 = -186514.574798
  nChanged 89
		SP:Iteration 9Q (38939.360000 sec): 3 clusters
  Score: Raw -189141.767124 + Penalty 2526.144633 = -186615.622491
  nChanged 61
		SP:Iteration 10Q (38939.520000 sec): 3 clusters
  Score: Raw -189215.094796 + Penalty 2526.144633 = -186688.950163
  nChanged 47
		SP:Iteration 11Q (38939.680000 sec): 3 clusters
  Score: Raw -189269.074204 + Penalty 2526.144633 = -186742.929571
  nChanged 43
		SP:Iteration 12Q (38939.840000 sec): 3 clusters
  Score: Raw -189310.582688 + Penalty 2526.144633 = -186784.438055
  nChanged 26
		SP:Iteration 13Q (38940.010000 sec): 3 clusters
  Score: Raw -189332.827378 + Penalty 2526.144633 = -186806.682745
  nChanged 25
		SP:Iteration 14Q (38940.190000 sec): 3 clusters
  Score: Raw -189352.282878 + Penalty 2526.144633 = -186826.138245
  nChanged 18
		SP:Iteration 15Q (38940.370000 sec): 3 clusters
  Score: Raw -189362.400618 + Penalty 2526.144633 = -186836.255985
  nChanged 5
		SP:Iteration 16Q (38940.540000 sec): 3 clusters
  Score: Raw -189364.274618 + Penalty 2526.144633 = -186838.129985
  nChanged 7
		SP:Iteration 17Q (38940.720000 sec): 3 clusters
  Score: Raw -189368.452007 + Penalty 2526.144633 = -186842.307374
  nChanged 8
		SP:Iteration 18Q (38940.890000 sec): 3 clusters
  Score: Raw -189374.109845 + Penalty 2526.144633 = -186847.965213
  nChanged 4
		SP:Iteration 19Q (38941.070000 sec): 3 clusters
  Score: Raw -189376.156098 + Penalty 2526.144633 = -186850.011465
  nChanged 2
		SP:Iteration 20F (38941.250000 sec): 3 clusters
  Score: Raw -189377.668855 + Penalty 2526.144633 = -186851.524222
  nChanged 2
		SP:Iteration 21Q (38941.420000 sec): 3 clusters
  Score: Raw -189378.295539 + Penalty 2526.144633 = -186852.150906
  nChanged 0
		SP:Iteration 22F (38941.590000 sec): 3 clusters
  Score: Raw -189378.295539 + Penalty 2526.144633 = -186852.150906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38941.670000 sec): 2 clusters
  Score: Raw -253913.843148 + Penalty 1304.040099 = -252609.803049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38941.830000 sec): 3 clusters
  Score: Raw -252468.409759 + Penalty 2608.080199 = -249860.329560
  nChanged 1160
		SP:Iteration 1F (38941.990000 sec): 3 clusters
  Score: Raw -253133.270464 + Penalty 2608.080199 = -250525.190265
  nChanged 247
		SP:Iteration 2F (38942.150000 sec): 3 clusters
  Score: Raw -253297.341665 + Penalty 2608.080199 = -250689.261466
  nChanged 164
		SP:Iteration 3F (38942.310000 sec): 3 clusters
  Score: Raw -253402.217549 + Penalty 2608.080199 = -250794.137350
  nChanged 144
		SP:Iteration 4Q (38942.470000 sec): 3 clusters
  Score: Raw -253504.266817 + Penalty 2608.080199 = -250896.186618
  nChanged 135
		SP:Iteration 5Q (38942.630000 sec): 3 clusters
  Score: Raw -253602.134464 + Penalty 2608.080199 = -250994.054265
  nChanged 134
		SP:Iteration 6Q (38942.790000 sec): 3 clusters
  Score: Raw -253698.429612 + Penalty 2608.080199 = -251090.349414
  nChanged 120
		SP:Iteration 7Q (38942.950000 sec): 3 clusters
  Score: Raw -253789.060298 + Penalty 2608.080199 = -251180.980099
  nChanged 111
		SP:Iteration 8Q (38943.110000 sec): 3 clusters
  Score: Raw -253869.505952 + Penalty 2608.080199 = -251261.425753
  nChanged 74
		SP:Iteration 9Q (38943.270000 sec): 3 clusters
  Score: Raw -253933.904918 + Penalty 2608.080199 = -251325.824719
  nChanged 76
		SP:Iteration 10Q (38943.430000 sec): 3 clusters
  Score: Raw -253989.868928 + Penalty 2608.080199 = -251381.788729
  nChanged 74
		SP:Iteration 11Q (38943.590000 sec): 3 clusters
  Score: Raw -254045.216144 + Penalty 2608.080199 = -251437.135946
  nChanged 57
		SP:Iteration 12Q (38943.750000 sec): 3 clusters
  Score: Raw -254100.546109 + Penalty 2608.080199 = -251492.465910
  nChanged 53
		SP:Iteration 13Q (38943.910000 sec): 3 clusters
  Score: Raw -254145.574625 + Penalty 2608.080199 = -251537.494426
  nChanged 35
		SP:Iteration 14Q (38944.070000 sec): 3 clusters
  Score: Raw -254166.581917 + Penalty 2608.080199 = -251558.501718
  nChanged 22
		SP:Iteration 15Q (38944.230000 sec): 3 clusters
  Score: Raw -254181.607552 + Penalty 2608.080199 = -251573.527353
  nChanged 24
		SP:Iteration 16Q (38944.390000 sec): 3 clusters
  Score: Raw -254197.729080 + Penalty 2608.080199 = -251589.648881
  nChanged 25
		SP:Iteration 17Q (38944.550000 sec): 3 clusters
  Score: Raw -254212.978417 + Penalty 2608.080199 = -251604.898218
  nChanged 25
		SP:Iteration 18Q (38944.710000 sec): 3 clusters
  Score: Raw -254226.477891 + Penalty 2608.080199 = -251618.397692
  nChanged 14
		SP:Iteration 19Q (38944.870000 sec): 3 clusters
  Score: Raw -254234.934418 + Penalty 2608.080199 = -251626.854219
  nChanged 12
		SP:Iteration 20F (38945.020000 sec): 3 clusters
  Score: Raw -254239.811933 + Penalty 2608.080199 = -251631.731734
  nChanged 9
		SP:Iteration 21Q (38945.180000 sec): 3 clusters
  Score: Raw -254244.088480 + Penalty 2608.080199 = -251636.008281
  nChanged 11
		SP:Iteration 22Q (38945.340000 sec): 3 clusters
  Score: Raw -254249.861650 + Penalty 2608.080199 = -251641.781451
  nChanged 8
		SP:Iteration 23Q (38945.500000 sec): 3 clusters
  Score: Raw -254257.092540 + Penalty 2608.080199 = -251649.012341
  nChanged 17
		SP:Iteration 24Q (38945.660000 sec): 3 clusters
  Score: Raw -254274.000366 + Penalty 2608.080199 = -251665.920167
  nChanged 14
		SP:Iteration 25Q (38945.820000 sec): 3 clusters
  Score: Raw -254286.106327 + Penalty 2608.080199 = -251678.026128
  nChanged 15
		SP:Iteration 26Q (38945.980000 sec): 3 clusters
  Score: Raw -254301.696664 + Penalty 2608.080199 = -251693.616465
  nChanged 9
		SP:Iteration 27Q (38946.140000 sec): 3 clusters
  Score: Raw -254306.185364 + Penalty 2608.080199 = -251698.105165
  nChanged 10
		SP:Iteration 28Q (38946.310000 sec): 3 clusters
  Score: Raw -254312.827209 + Penalty 2608.080199 = -251704.747010
  nChanged 12
		SP:Iteration 29Q (38946.490000 sec): 3 clusters
  Score: Raw -254321.938288 + Penalty 2608.080199 = -251713.858089
  nChanged 10
		SP:Iteration 30Q (38946.670000 sec): 3 clusters
  Score: Raw -254328.635616 + Penalty 2608.080199 = -251720.555418
  nChanged 9
		SP:Iteration 31Q (38946.840000 sec): 3 clusters
  Score: Raw -254335.123660 + Penalty 2608.080199 = -251727.043461
  nChanged 9
		SP:Iteration 32Q (38947.020000 sec): 3 clusters
  Score: Raw -254341.047155 + Penalty 2608.080199 = -251732.966956
  nChanged 8
		SP:Iteration 33Q (38947.190000 sec): 3 clusters
  Score: Raw -254346.993267 + Penalty 2608.080199 = -251738.913068
  nChanged 9
		SP:Iteration 34Q (38947.370000 sec): 3 clusters
  Score: Raw -254352.971859 + Penalty 2608.080199 = -251744.891660
  nChanged 7
		SP:Iteration 35Q (38947.550000 sec): 3 clusters
  Score: Raw -254355.885546 + Penalty 2608.080199 = -251747.805347
  nChanged 7
		SP:Iteration 36Q (38947.720000 sec): 3 clusters
  Score: Raw -254359.921828 + Penalty 2608.080199 = -251751.841630
  nChanged 10
		SP:Iteration 37Q (38947.900000 sec): 3 clusters
  Score: Raw -254364.760252 + Penalty 2608.080199 = -251756.680053
  nChanged 7
		SP:Iteration 38Q (38948.070000 sec): 3 clusters
  Score: Raw -254369.266139 + Penalty 2608.080199 = -251761.185940
  nChanged 7
		SP:Iteration 39Q (38948.250000 sec): 3 clusters
  Score: Raw -254372.911720 + Penalty 2608.080199 = -251764.831521
  nChanged 7
		SP:Iteration 40F (38948.430000 sec): 3 clusters
  Score: Raw -254377.525016 + Penalty 2608.080199 = -251769.444817
  nChanged 6
		SP:Iteration 41Q (38948.600000 sec): 3 clusters
  Score: Raw -254381.369811 + Penalty 2608.080199 = -251773.289612
  nChanged 2
		SP:Iteration 42Q (38948.780000 sec): 3 clusters
  Score: Raw -254382.158669 + Penalty 2608.080199 = -251774.078470
  nChanged 0
		SP:Iteration 43F (38948.950000 sec): 3 clusters
  Score: Raw -254382.158669 + Penalty 2608.080199 = -251774.078470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38949.050000 sec): 2 clusters
  Score: Raw -257386.451938 + Penalty 1333.125848 = -256053.326090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38949.210000 sec): 3 clusters
  Score: Raw -255634.701754 + Penalty 2666.251696 = -252968.450059
  nChanged 1458
		SP:Iteration 1F (38949.370000 sec): 3 clusters
  Score: Raw -256759.985754 + Penalty 2666.251696 = -254093.734058
  nChanged 374
		SP:Iteration 2F (38949.530000 sec): 3 clusters
  Score: Raw -257088.913341 + Penalty 2666.251696 = -254422.661645
  nChanged 256
		SP:Iteration 3F (38949.690000 sec): 3 clusters
  Score: Raw -257293.119070 + Penalty 2666.251696 = -254626.867374
  nChanged 184
		SP:Iteration 4F (38949.850000 sec): 3 clusters
  Score: Raw -257422.169979 + Penalty 2666.251696 = -254755.918283
  nChanged 159
		SP:Iteration 5Q (38950.010000 sec): 3 clusters
  Score: Raw -257517.625336 + Penalty 2666.251696 = -254851.373640
  nChanged 111
		SP:Iteration 6Q (38950.170000 sec): 3 clusters
  Score: Raw -257580.528858 + Penalty 2666.251696 = -254914.277162
  nChanged 88
		SP:Iteration 7Q (38950.330000 sec): 3 clusters
  Score: Raw -257619.145152 + Penalty 2666.251696 = -254952.893456
  nChanged 60
		SP:Iteration 8Q (38950.490000 sec): 3 clusters
  Score: Raw -257641.647355 + Penalty 2666.251696 = -254975.395659
  nChanged 34
		SP:Iteration 9Q (38950.650000 sec): 3 clusters
  Score: Raw -257655.903381 + Penalty 2666.251696 = -254989.651685
  nChanged 28
		SP:Iteration 10Q (38950.810000 sec): 3 clusters
  Score: Raw -257670.124895 + Penalty 2666.251696 = -255003.873199
  nChanged 31
		SP:Iteration 11Q (38950.970000 sec): 3 clusters
  Score: Raw -257682.312504 + Penalty 2666.251696 = -255016.060808
  nChanged 28
		SP:Iteration 12Q (38951.130000 sec): 3 clusters
  Score: Raw -257693.388084 + Penalty 2666.251696 = -255027.136388
  nChanged 34
		SP:Iteration 13Q (38951.290000 sec): 3 clusters
  Score: Raw -257705.814620 + Penalty 2666.251696 = -255039.562924
  nChanged 18
		SP:Iteration 14Q (38951.450000 sec): 3 clusters
  Score: Raw -257712.837979 + Penalty 2666.251696 = -255046.586283
  nChanged 15
		SP:Iteration 15Q (38951.610000 sec): 3 clusters
  Score: Raw -257717.552018 + Penalty 2666.251696 = -255051.300322
  nChanged 14
		SP:Iteration 16Q (38951.770000 sec): 3 clusters
  Score: Raw -257721.261640 + Penalty 2666.251696 = -255055.009944
  nChanged 17
		SP:Iteration 17Q (38951.930000 sec): 3 clusters
  Score: Raw -257726.417566 + Penalty 2666.251696 = -255060.165870
  nChanged 13
		SP:Iteration 18Q (38952.090000 sec): 3 clusters
  Score: Raw -257731.151350 + Penalty 2666.251696 = -255064.899654
  nChanged 10
		SP:Iteration 19Q (38952.250000 sec): 3 clusters
  Score: Raw -257733.929204 + Penalty 2666.251696 = -255067.677508
  nChanged 6
		SP:Iteration 20F (38952.410000 sec): 3 clusters
  Score: Raw -257736.228721 + Penalty 2666.251696 = -255069.977025
  nChanged 6
		SP:Iteration 21Q (38952.570000 sec): 3 clusters
  Score: Raw -257738.133567 + Penalty 2666.251696 = -255071.881871
  nChanged 8
		SP:Iteration 22Q (38952.730000 sec): 3 clusters
  Score: Raw -257741.000127 + Penalty 2666.251696 = -255074.748431
  nChanged 10
		SP:Iteration 23Q (38952.890000 sec): 3 clusters
  Score: Raw -257744.378375 + Penalty 2666.251696 = -255078.126679
  nChanged 9
		SP:Iteration 24Q (38953.050000 sec): 3 clusters
  Score: Raw -257746.868942 + Penalty 2666.251696 = -255080.617246
  nChanged 3
		SP:Iteration 25Q (38953.210000 sec): 3 clusters
  Score: Raw -257747.677933 + Penalty 2666.251696 = -255081.426237
  nChanged 2
		SP:Iteration 26Q (38953.370000 sec): 3 clusters
  Score: Raw -257748.164036 + Penalty 2666.251696 = -255081.912340
  nChanged 4
		SP:Iteration 27Q (38953.530000 sec): 3 clusters
  Score: Raw -257748.822340 + Penalty 2666.251696 = -255082.570644
  nChanged 5
		SP:Iteration 28Q (38953.690000 sec): 3 clusters
  Score: Raw -257749.849564 + Penalty 2666.251696 = -255083.597868
  nChanged 3
		SP:Iteration 29Q (38953.850000 sec): 3 clusters
  Score: Raw -257750.328029 + Penalty 2666.251696 = -255084.076333
  nChanged 1
		SP:Iteration 30Q (38954.010000 sec): 3 clusters
  Score: Raw -257750.475669 + Penalty 2666.251696 = -255084.223973
  nChanged 1
		SP:Iteration 31Q (38954.170000 sec): 3 clusters
  Score: Raw -257750.635879 + Penalty 2666.251696 = -255084.384183
  nChanged 1
		SP:Iteration 32Q (38954.330000 sec): 3 clusters
  Score: Raw -257750.739538 + Penalty 2666.251696 = -255084.487842
  nChanged 2
		SP:Iteration 33Q (38954.490000 sec): 3 clusters
  Score: Raw -257751.009496 + Penalty 2666.251696 = -255084.757800
  nChanged 0
		SP:Iteration 34F (38954.650000 sec): 3 clusters
  Score: Raw -257751.009496 + Penalty 2666.251696 = -255084.757800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38954.730000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38954.890000 sec): 3 clusters
  Score: Raw -14428.656751 + Penalty 1712.053902 = -12716.602849
  nChanged 22
		SP:Iteration 1F (38955.050000 sec): 3 clusters
  Score: Raw -14560.894120 + Penalty 1712.053902 = -12848.840218
  nChanged 16
		SP:Iteration 2F (38955.210000 sec): 3 clusters
  Score: Raw -14623.891164 + Penalty 1712.053902 = -12911.837263
  nChanged 10
		SP:Iteration 3F (38955.370000 sec): 3 clusters
  Score: Raw -14676.963643 + Penalty 1712.053902 = -12964.909742
  nChanged 6
		SP:Iteration 4Q (38955.530000 sec): 3 clusters
  Score: Raw -14700.002053 + Penalty 1712.053902 = -12987.948152
  nChanged 2
		SP:Iteration 5Q (38955.690000 sec): 3 clusters
  Score: Raw -14705.613905 + Penalty 1712.053902 = -12993.560004
  nChanged 2
		SP:Iteration 6Q (38955.850000 sec): 3 clusters
  Score: Raw -14713.803983 + Penalty 1712.053902 = -13001.750082
  nChanged 2
		SP:Iteration 7Q (38956.010000 sec): 3 clusters
  Score: Raw -14721.568406 + Penalty 1712.053902 = -13009.514505
  nChanged 1
		SP:Iteration 8Q (38956.170000 sec): 3 clusters
  Score: Raw -14727.398714 + Penalty 1712.053902 = -13015.344812
  nChanged 0
		SP:Iteration 9F (38956.330000 sec): 3 clusters
  Score: Raw -14727.398714 + Penalty 1712.053902 = -13015.344812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38956.450000 sec): 2 clusters
  Score: Raw -115494.495218 + Penalty 1183.336969 = -114311.158248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38956.570000 sec): 3 clusters
  Score: Raw -114975.984714 + Penalty 2366.673939 = -112609.310775
  nChanged 471
		SP:Iteration 1F (38956.690000 sec): 3 clusters
  Score: Raw -115359.168088 + Penalty 2366.673939 = -112992.494149
  nChanged 111
		SP:Iteration 2F (38956.820000 sec): 3 clusters
  Score: Raw -115476.749545 + Penalty 2366.673939 = -113110.075606
  nChanged 78
		SP:Iteration 3F (38956.950000 sec): 3 clusters
  Score: Raw -115554.728495 + Penalty 2366.673939 = -113188.054556
  nChanged 68
		SP:Iteration 4Q (38957.080000 sec): 3 clusters
  Score: Raw -115614.248260 + Penalty 2366.673939 = -113247.574321
  nChanged 45
		SP:Iteration 5Q (38957.210000 sec): 3 clusters
  Score: Raw -115651.809173 + Penalty 2366.673939 = -113285.135234
  nChanged 35
		SP:Iteration 6Q (38957.330000 sec): 3 clusters
  Score: Raw -115687.741212 + Penalty 2366.673939 = -113321.067273
  nChanged 20
		SP:Iteration 7Q (38957.460000 sec): 3 clusters
  Score: Raw -115704.600157 + Penalty 2366.673939 = -113337.926218
  nChanged 19
		SP:Iteration 8Q (38957.590000 sec): 3 clusters
  Score: Raw -115718.924948 + Penalty 2366.673939 = -113352.251009
  nChanged 13
		SP:Iteration 9Q (38957.720000 sec): 3 clusters
  Score: Raw -115729.307191 + Penalty 2366.673939 = -113362.633252
  nChanged 10
		SP:Iteration 10Q (38957.850000 sec): 3 clusters
  Score: Raw -115736.305048 + Penalty 2366.673939 = -113369.631109
  nChanged 8
		SP:Iteration 11Q (38957.970000 sec): 3 clusters
  Score: Raw -115741.675074 + Penalty 2366.673939 = -113375.001135
  nChanged 5
		SP:Iteration 12Q (38958.100000 sec): 3 clusters
  Score: Raw -115744.219209 + Penalty 2366.673939 = -113377.545270
  nChanged 4
		SP:Iteration 13Q (38958.230000 sec): 3 clusters
  Score: Raw -115746.640778 + Penalty 2366.673939 = -113379.966840
  nChanged 6
		SP:Iteration 14Q (38958.360000 sec): 3 clusters
  Score: Raw -115751.054442 + Penalty 2366.673939 = -113384.380503
  nChanged 5
		SP:Iteration 15Q (38958.500000 sec): 3 clusters
  Score: Raw -115755.253165 + Penalty 2366.673939 = -113388.579226
  nChanged 5
		SP:Iteration 16Q (38958.650000 sec): 3 clusters
  Score: Raw -115760.324556 + Penalty 2366.673939 = -113393.650617
  nChanged 4
		SP:Iteration 17Q (38958.790000 sec): 3 clusters
  Score: Raw -115763.439126 + Penalty 2366.673939 = -113396.765188
  nChanged 6
		SP:Iteration 18Q (38958.930000 sec): 3 clusters
  Score: Raw -115768.435379 + Penalty 2366.673939 = -113401.761440
  nChanged 5
		SP:Iteration 19Q (38959.080000 sec): 3 clusters
  Score: Raw -115771.731863 + Penalty 2366.673939 = -113405.057924
  nChanged 7
		SP:Iteration 20F (38959.220000 sec): 3 clusters
  Score: Raw -115777.881050 + Penalty 2366.673939 = -113411.207112
  nChanged 9
		SP:Iteration 21Q (38959.370000 sec): 3 clusters
  Score: Raw -115783.750752 + Penalty 2366.673939 = -113417.076813
  nChanged 8
		SP:Iteration 22Q (38959.510000 sec): 3 clusters
  Score: Raw -115788.900683 + Penalty 2366.673939 = -113422.226744
  nChanged 9
		SP:Iteration 23Q (38959.650000 sec): 3 clusters
  Score: Raw -115796.435193 + Penalty 2366.673939 = -113429.761254
  nChanged 3
		SP:Iteration 24Q (38959.790000 sec): 3 clusters
  Score: Raw -115799.720272 + Penalty 2366.673939 = -113433.046334
  nChanged 4
		SP:Iteration 25Q (38959.940000 sec): 3 clusters
  Score: Raw -115801.769210 + Penalty 2366.673939 = -113435.095271
  nChanged 4
		SP:Iteration 26Q (38960.080000 sec): 3 clusters
  Score: Raw -115804.870210 + Penalty 2366.673939 = -113438.196272
  nChanged 1
		SP:Iteration 27Q (38960.230000 sec): 3 clusters
  Score: Raw -115805.127619 + Penalty 2366.673939 = -113438.453680
  nChanged 1
		SP:Iteration 28Q (38960.370000 sec): 3 clusters
  Score: Raw -115805.334197 + Penalty 2366.673939 = -113438.660258
  nChanged 0
		SP:Iteration 29F (38960.510000 sec): 3 clusters
  Score: Raw -115805.334197 + Penalty 2366.673939 = -113438.660258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38960.650000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38960.840000 sec): 3 clusters
  Score: Raw -762069.930469 + Penalty 2960.631592 = -759109.298877
  nChanged 3918
		SP:Iteration 1F (38960.990000 sec): 3 clusters
  Score: Raw -764197.940781 + Penalty 2960.631592 = -761237.309189
  nChanged 546
		SP:Iteration 2F (38961.210000 sec): 3 clusters
  Score: Raw -764433.223277 + Penalty 2960.631592 = -761472.591685
  nChanged 454
		SP:Iteration 3F (38961.370000 sec): 3 clusters
  Score: Raw -764618.070381 + Penalty 2960.631592 = -761657.438789
  nChanged 410
		SP:Iteration 4Q (38961.630000 sec): 3 clusters
  Score: Raw -764809.048897 + Penalty 2960.631592 = -761848.417304
  nChanged 420
		SP:Iteration 5Q (38961.870000 sec): 3 clusters
  Score: Raw -765028.645858 + Penalty 2960.631592 = -762068.014266
  nChanged 452
		SP:Iteration 6Q (38962.010000 sec): 3 clusters
  Score: Raw -765284.647347 + Penalty 2960.631592 = -762324.015755
  nChanged 464
		SP:Iteration 7F (38962.220000 sec): 3 clusters
  Score: Raw -765569.473364 + Penalty 2960.631592 = -762608.841772
  nChanged 490
		SP:Iteration 8F (38962.430000 sec): 3 clusters
  Score: Raw -765891.979465 + Penalty 2960.631592 = -762931.347873
  nChanged 468
		SP:Iteration 9F (38962.570000 sec): 3 clusters
  Score: Raw -766191.992880 + Penalty 2960.631592 = -763231.361288
  nChanged 451
		SP:Iteration 10Q (38962.770000 sec): 3 clusters
  Score: Raw -766457.895955 + Penalty 2960.631592 = -763497.264363
  nChanged 346
		SP:Iteration 11Q (38963.000000 sec): 3 clusters
  Score: Raw -766629.288487 + Penalty 2960.631592 = -763668.656895
  nChanged 282
		SP:Iteration 12Q (38963.230000 sec): 3 clusters
  Score: Raw -766749.897271 + Penalty 2960.631592 = -763789.265678
  nChanged 226
		SP:Iteration 13Q (38963.440000 sec): 3 clusters
  Score: Raw -766825.699745 + Penalty 2960.631592 = -763865.068153
  nChanged 146
		SP:Iteration 14Q (38963.730000 sec): 3 clusters
  Score: Raw -766868.854364 + Penalty 2960.631592 = -763908.222772
  nChanged 125
		SP:Iteration 15Q (38963.900000 sec): 3 clusters
  Score: Raw -766900.362958 + Penalty 2960.631592 = -763939.731365
  nChanged 75
		SP:Iteration 16Q (38964.120000 sec): 3 clusters
  Score: Raw -766919.063148 + Penalty 2960.631592 = -763958.431556
  nChanged 64
		SP:Iteration 17Q (38964.290000 sec): 3 clusters
  Score: Raw -766932.779022 + Penalty 2960.631592 = -763972.147430
  nChanged 63
		SP:Iteration 18Q (38964.560000 sec): 3 clusters
  Score: Raw -766946.676418 + Penalty 2960.631592 = -763986.044826
  nChanged 41
		SP:Iteration 19Q (38964.810000 sec): 3 clusters
  Score: Raw -766954.011948 + Penalty 2960.631592 = -763993.380356
  nChanged 26
		SP:Iteration 20F (38965.060000 sec): 3 clusters
  Score: Raw -766958.110296 + Penalty 2960.631592 = -763997.478704
  nChanged 19
		SP:Iteration 21Q (38965.330000 sec): 3 clusters
  Score: Raw -766961.283198 + Penalty 2960.631592 = -764000.651605
  nChanged 20
		SP:Iteration 22Q (38965.500000 sec): 3 clusters
  Score: Raw -766963.781541 + Penalty 2960.631592 = -764003.149949
  nChanged 14
		SP:Iteration 23Q (38965.750000 sec): 3 clusters
  Score: Raw -766965.883537 + Penalty 2960.631592 = -764005.251945
  nChanged 23
		SP:Iteration 24Q (38965.960000 sec): 3 clusters
  Score: Raw -766969.208441 + Penalty 2960.631592 = -764008.576849
  nChanged 15
		SP:Iteration 25Q (38966.190000 sec): 3 clusters
  Score: Raw -766971.794756 + Penalty 2960.631592 = -764011.163164
  nChanged 17
		SP:Iteration 26Q (38966.410000 sec): 3 clusters
  Score: Raw -766974.990529 + Penalty 2960.631592 = -764014.358937
  nChanged 24
		SP:Iteration 27Q (38966.640000 sec): 3 clusters
  Score: Raw -766981.134329 + Penalty 2960.631592 = -764020.502737
  nChanged 27
		SP:Iteration 28Q (38966.850000 sec): 3 clusters
  Score: Raw -766987.121242 + Penalty 2960.631592 = -764026.489650
  nChanged 25
		SP:Iteration 29Q (38967.100000 sec): 3 clusters
  Score: Raw -766991.529691 + Penalty 2960.631592 = -764030.898099
  nChanged 19
		SP:Iteration 30Q (38967.380000 sec): 3 clusters
  Score: Raw -766994.419614 + Penalty 2960.631592 = -764033.788022
  nChanged 20
		SP:Iteration 31Q (38967.600000 sec): 3 clusters
  Score: Raw -766997.061167 + Penalty 2960.631592 = -764036.429575
  nChanged 14
		SP:Iteration 32Q (38967.800000 sec): 3 clusters
  Score: Raw -766999.458347 + Penalty 2960.631592 = -764038.826755
  nChanged 17
		SP:Iteration 33Q (38968.060000 sec): 3 clusters
  Score: Raw -767002.421801 + Penalty 2960.631592 = -764041.790209
  nChanged 19
		SP:Iteration 34Q (38968.330000 sec): 3 clusters
  Score: Raw -767006.978925 + Penalty 2960.631592 = -764046.347333
  nChanged 25
		SP:Iteration 35Q (38968.590000 sec): 3 clusters
  Score: Raw -767011.948636 + Penalty 2960.631592 = -764051.317044
  nChanged 24
		SP:Iteration 36Q (38968.810000 sec): 3 clusters
  Score: Raw -767015.564796 + Penalty 2960.631592 = -764054.933204
  nChanged 23
		SP:Iteration 37Q (38969.030000 sec): 3 clusters
  Score: Raw -767018.940341 + Penalty 2960.631592 = -764058.308749
  nChanged 14
		SP:Iteration 38Q (38969.240000 sec): 3 clusters
  Score: Raw -767020.731647 + Penalty 2960.631592 = -764060.100055
  nChanged 8
		SP:Iteration 39Q (38969.460000 sec): 3 clusters
  Score: Raw -767022.148303 + Penalty 2960.631592 = -764061.516711
  nChanged 13
		SP:Iteration 40F (38969.690000 sec): 3 clusters
  Score: Raw -767025.006222 + Penalty 2960.631592 = -764064.374630
  nChanged 29
		SP:Iteration 41Q (38969.920000 sec): 3 clusters
  Score: Raw -767030.657845 + Penalty 2960.631592 = -764070.026253
  nChanged 22
		SP:Iteration 42Q (38970.140000 sec): 3 clusters
  Score: Raw -767034.584383 + Penalty 2960.631592 = -764073.952791
  nChanged 18
		SP:Iteration 43Q (38970.370000 sec): 3 clusters
  Score: Raw -767038.025809 + Penalty 2960.631592 = -764077.394217
  nChanged 21
		SP:Iteration 44Q (38970.590000 sec): 3 clusters
  Score: Raw -767041.348245 + Penalty 2960.631592 = -764080.716653
  nChanged 21
		SP:Iteration 45Q (38970.820000 sec): 3 clusters
  Score: Raw -767045.286584 + Penalty 2960.631592 = -764084.654992
  nChanged 24
		SP:Iteration 46Q (38971.040000 sec): 3 clusters
  Score: Raw -767049.656807 + Penalty 2960.631592 = -764089.025215
  nChanged 23
		SP:Iteration 47Q (38971.270000 sec): 3 clusters
  Score: Raw -767054.181527 + Penalty 2960.631592 = -764093.549935
  nChanged 25
		SP:Iteration 48Q (38971.490000 sec): 3 clusters
  Score: Raw -767062.212579 + Penalty 2960.631592 = -764101.580987
  nChanged 29
		SP:Iteration 49Q (38971.710000 sec): 3 clusters
  Score: Raw -767068.930500 + Penalty 2960.631592 = -764108.298908
  nChanged 31
		SP:Iteration 50Q (38971.930000 sec): 3 clusters
  Score: Raw -767074.913995 + Penalty 2960.631592 = -764114.282403
  nChanged 28
		SP:Iteration 51Q (38972.110000 sec): 3 clusters
  Score: Raw -767081.897466 + Penalty 2960.631592 = -764121.265874
  nChanged 36
		SP:Iteration 52Q (38972.330000 sec): 3 clusters
  Score: Raw -767089.764136 + Penalty 2960.631592 = -764129.132544
  nChanged 39
		SP:Iteration 53Q (38972.550000 sec): 3 clusters
  Score: Raw -767100.055686 + Penalty 2960.631592 = -764139.424094
  nChanged 46
		SP:Iteration 54Q (38972.780000 sec): 3 clusters
  Score: Raw -767112.806504 + Penalty 2960.631592 = -764152.174912
  nChanged 50
		SP:Iteration 55Q (38973.010000 sec): 3 clusters
  Score: Raw -767125.995011 + Penalty 2960.631592 = -764165.363419
  nChanged 54
		SP:Iteration 56Q (38973.180000 sec): 3 clusters
  Score: Raw -767143.716220 + Penalty 2960.631592 = -764183.084628
  nChanged 69
		SP:Iteration 57Q (38973.410000 sec): 3 clusters
  Score: Raw -767168.582466 + Penalty 2960.631592 = -764207.950874
  nChanged 87
		SP:Iteration 58Q (38973.630000 sec): 3 clusters
  Score: Raw -767205.007775 + Penalty 2960.631592 = -764244.376183
  nChanged 89
		SP:Iteration 59Q (38973.810000 sec): 3 clusters
  Score: Raw -767240.959638 + Penalty 2960.631592 = -764280.328046
  nChanged 93
		SP:Iteration 60F (38974.000000 sec): 3 clusters
  Score: Raw -767281.938094 + Penalty 2960.631592 = -764321.306502
  nChanged 78
		SP:Iteration 61Q (38974.230000 sec): 3 clusters
  Score: Raw -767318.437195 + Penalty 2960.631592 = -764357.805603
  nChanged 79
		SP:Iteration 62Q (38974.410000 sec): 3 clusters
  Score: Raw -767355.500761 + Penalty 2960.631592 = -764394.869169
  nChanged 87
		SP:Iteration 63Q (38974.600000 sec): 3 clusters
  Score: Raw -767393.767049 + Penalty 2960.631592 = -764433.135457
  nChanged 72
		SP:Iteration 64Q (38974.780000 sec): 3 clusters
  Score: Raw -767426.198587 + Penalty 2960.631592 = -764465.566995
  nChanged 70
		SP:Iteration 65Q (38975.010000 sec): 3 clusters
  Score: Raw -767458.200335 + Penalty 2960.631592 = -764497.568743
  nChanged 60
		SP:Iteration 66Q (38975.190000 sec): 3 clusters
  Score: Raw -767484.841261 + Penalty 2960.631592 = -764524.209669
  nChanged 48
		SP:Iteration 67Q (38975.380000 sec): 3 clusters
  Score: Raw -767503.907624 + Penalty 2960.631592 = -764543.276032
  nChanged 35
		SP:Iteration 68Q (38975.560000 sec): 3 clusters
  Score: Raw -767516.555382 + Penalty 2960.631592 = -764555.923790
  nChanged 28
		SP:Iteration 69Q (38975.790000 sec): 3 clusters
  Score: Raw -767525.109618 + Penalty 2960.631592 = -764564.478026
  nChanged 24
		SP:Iteration 70Q (38975.970000 sec): 3 clusters
  Score: Raw -767533.753623 + Penalty 2960.631592 = -764573.122031
  nChanged 28
		SP:Iteration 71Q (38976.160000 sec): 3 clusters
  Score: Raw -767542.958875 + Penalty 2960.631592 = -764582.327283
  nChanged 19
		SP:Iteration 72Q (38976.350000 sec): 3 clusters
  Score: Raw -767547.246286 + Penalty 2960.631592 = -764586.614694
  nChanged 12
		SP:Iteration 73Q (38976.570000 sec): 3 clusters
  Score: Raw -767549.963990 + Penalty 2960.631592 = -764589.332398
  nChanged 11
		SP:Iteration 74Q (38976.760000 sec): 3 clusters
  Score: Raw -767552.923944 + Penalty 2960.631592 = -764592.292352
  nChanged 15
		SP:Iteration 75Q (38976.940000 sec): 3 clusters
  Score: Raw -767558.142633 + Penalty 2960.631592 = -764597.511041
  nChanged 12
		SP:Iteration 76Q (38977.210000 sec): 3 clusters
  Score: Raw -767561.695867 + Penalty 2960.631592 = -764601.064275
  nChanged 9
		SP:Iteration 77Q (38977.400000 sec): 3 clusters
  Score: Raw -767564.085383 + Penalty 2960.631592 = -764603.453790
  nChanged 7
		SP:Iteration 78Q (38977.590000 sec): 3 clusters
  Score: Raw -767566.071610 + Penalty 2960.631592 = -764605.440018
  nChanged 9
		SP:Iteration 79Q (38977.770000 sec): 3 clusters
  Score: Raw -767567.751625 + Penalty 2960.631592 = -764607.120033
  nChanged 7
		SP:Iteration 80F (38977.960000 sec): 3 clusters
  Score: Raw -767568.885656 + Penalty 2960.631592 = -764608.254064
  nChanged 6
		SP:Iteration 81Q (38978.140000 sec): 3 clusters
  Score: Raw -767570.067780 + Penalty 2960.631592 = -764609.436188
  nChanged 7
		SP:Iteration 82Q (38978.330000 sec): 3 clusters
  Score: Raw -767572.017991 + Penalty 2960.631592 = -764611.386399
  nChanged 11
		SP:Iteration 83Q (38978.510000 sec): 3 clusters
  Score: Raw -767575.181013 + Penalty 2960.631592 = -764614.549421
  nChanged 10
		SP:Iteration 84Q (38978.730000 sec): 3 clusters
  Score: Raw -767578.228623 + Penalty 2960.631592 = -764617.597031
  nChanged 6
		SP:Iteration 85Q (38978.870000 sec): 3 clusters
  Score: Raw -767580.364589 + Penalty 2960.631592 = -764619.732997
  nChanged 9
		SP:Iteration 86Q (38979.080000 sec): 3 clusters
  Score: Raw -767583.010766 + Penalty 2960.631592 = -764622.379174
  nChanged 9
		SP:Iteration 87Q (38979.290000 sec): 3 clusters
  Score: Raw -767585.720408 + Penalty 2960.631592 = -764625.088816
  nChanged 6
		SP:Iteration 88Q (38979.490000 sec): 3 clusters
  Score: Raw -767588.155754 + Penalty 2960.631592 = -764627.524162
  nChanged 8
		SP:Iteration 89Q (38979.700000 sec): 3 clusters
  Score: Raw -767591.616958 + Penalty 2960.631592 = -764630.985366
  nChanged 9
		SP:Iteration 90Q (38979.910000 sec): 3 clusters
  Score: Raw -767595.936427 + Penalty 2960.631592 = -764635.304835
  nChanged 11
		SP:Iteration 91Q (38980.120000 sec): 3 clusters
  Score: Raw -767600.305449 + Penalty 2960.631592 = -764639.673857
  nChanged 8
		SP:Iteration 92Q (38980.330000 sec): 3 clusters
  Score: Raw -767603.340157 + Penalty 2960.631592 = -764642.708565
  nChanged 9
		SP:Iteration 93Q (38980.580000 sec): 3 clusters
  Score: Raw -767606.624368 + Penalty 2960.631592 = -764645.992776
  nChanged 10
		SP:Iteration 94Q (38980.710000 sec): 3 clusters
  Score: Raw -767610.721459 + Penalty 2960.631592 = -764650.089867
  nChanged 7
		SP:Iteration 95Q (38980.930000 sec): 3 clusters
  Score: Raw -767613.232657 + Penalty 2960.631592 = -764652.601065
  nChanged 7
		SP:Iteration 96Q (38981.130000 sec): 3 clusters
  Score: Raw -767615.337305 + Penalty 2960.631592 = -764654.705713
  nChanged 4
		SP:Iteration 97Q (38981.340000 sec): 3 clusters
  Score: Raw -767616.693970 + Penalty 2960.631592 = -764656.062378
  nChanged 4
		SP:Iteration 98Q (38981.570000 sec): 3 clusters
  Score: Raw -767617.470307 + Penalty 2960.631592 = -764656.838715
  nChanged 6
		SP:Iteration 99Q (38981.800000 sec): 3 clusters
  Score: Raw -767619.162894 + Penalty 2960.631592 = -764658.531302
  nChanged 3
		SP:Iteration 100F (38982.010000 sec): 3 clusters
  Score: Raw -767620.039766 + Penalty 2960.631592 = -764659.408174
  nChanged 3
		SP:Iteration 101Q (38982.240000 sec): 3 clusters
  Score: Raw -767620.758898 + Penalty 2960.631592 = -764660.127306
  nChanged 5
		SP:Iteration 102Q (38982.380000 sec): 3 clusters
  Score: Raw -767622.640698 + Penalty 2960.631592 = -764662.009106
  nChanged 5
		SP:Iteration 103Q (38982.600000 sec): 3 clusters
  Score: Raw -767624.460563 + Penalty 2960.631592 = -764663.828971
  nChanged 6
		SP:Iteration 104Q (38982.860000 sec): 3 clusters
  Score: Raw -767626.026580 + Penalty 2960.631592 = -764665.394988
  nChanged 4
		SP:Iteration 105Q (38983.000000 sec): 3 clusters
  Score: Raw -767627.101463 + Penalty 2960.631592 = -764666.469871
  nChanged 1
		SP:Iteration 106Q (38983.220000 sec): 3 clusters
  Score: Raw -767627.234136 + Penalty 2960.631592 = -764666.602544
  nChanged 0
		SP:Iteration 107F (38983.430000 sec): 3 clusters
  Score: Raw -767627.234136 + Penalty 2960.631592 = -764666.602544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38983.590000 sec): 2 clusters
  Score: Raw -298700.800446 + Penalty 1346.149887 = -297354.650559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38983.710000 sec): 3 clusters
  Score: Raw -296660.237870 + Penalty 2692.299774 = -293967.938096
  nChanged 1554
		SP:Iteration 1F (38983.890000 sec): 3 clusters
  Score: Raw -297704.315924 + Penalty 2692.299774 = -295012.016150
  nChanged 355
		SP:Iteration 2F (38984.060000 sec): 3 clusters
  Score: Raw -298047.212987 + Penalty 2692.299774 = -295354.913214
  nChanged 311
		SP:Iteration 3F (38984.240000 sec): 3 clusters
  Score: Raw -298348.282230 + Penalty 2692.299774 = -295655.982456
  nChanged 265
		SP:Iteration 4F (38984.420000 sec): 3 clusters
  Score: Raw -298589.877493 + Penalty 2692.299774 = -295897.577719
  nChanged 217
		SP:Iteration 5F (38984.590000 sec): 3 clusters
  Score: Raw -298777.304802 + Penalty 2692.299774 = -296085.005028
  nChanged 165
		SP:Iteration 6Q (38984.770000 sec): 3 clusters
  Score: Raw -298874.793153 + Penalty 2692.299774 = -296182.493379
  nChanged 104
		SP:Iteration 7Q (38984.940000 sec): 3 clusters
  Score: Raw -298926.944512 + Penalty 2692.299774 = -296234.644738
  nChanged 76
		SP:Iteration 8Q (38985.120000 sec): 3 clusters
  Score: Raw -298964.463744 + Penalty 2692.299774 = -296272.163970
  nChanged 59
		SP:Iteration 9Q (38985.300000 sec): 3 clusters
  Score: Raw -298992.492458 + Penalty 2692.299774 = -296300.192684
  nChanged 56
		SP:Iteration 10Q (38985.470000 sec): 3 clusters
  Score: Raw -299019.985673 + Penalty 2692.299774 = -296327.685899
  nChanged 55
		SP:Iteration 11Q (38985.650000 sec): 3 clusters
  Score: Raw -299044.526522 + Penalty 2692.299774 = -296352.226748
  nChanged 49
		SP:Iteration 12Q (38985.820000 sec): 3 clusters
  Score: Raw -299066.626693 + Penalty 2692.299774 = -296374.326919
  nChanged 41
		SP:Iteration 13Q (38986.000000 sec): 3 clusters
  Score: Raw -299084.666710 + Penalty 2692.299774 = -296392.366936
  nChanged 49
		SP:Iteration 14Q (38986.180000 sec): 3 clusters
  Score: Raw -299112.627699 + Penalty 2692.299774 = -296420.327925
  nChanged 56
		SP:Iteration 15Q (38986.350000 sec): 3 clusters
  Score: Raw -299144.449861 + Penalty 2692.299774 = -296452.150087
  nChanged 56
		SP:Iteration 16Q (38986.530000 sec): 3 clusters
  Score: Raw -299184.822263 + Penalty 2692.299774 = -296492.522489
  nChanged 67
		SP:Iteration 17Q (38986.700000 sec): 3 clusters
  Score: Raw -299214.864828 + Penalty 2692.299774 = -296522.565055
  nChanged 43
		SP:Iteration 18Q (38986.880000 sec): 3 clusters
  Score: Raw -299234.154028 + Penalty 2692.299774 = -296541.854254
  nChanged 31
		SP:Iteration 19Q (38987.050000 sec): 3 clusters
  Score: Raw -299250.020131 + Penalty 2692.299774 = -296557.720357
  nChanged 40
		SP:Iteration 20F (38987.230000 sec): 3 clusters
  Score: Raw -299269.037275 + Penalty 2692.299774 = -296576.737501
  nChanged 29
		SP:Iteration 21Q (38987.400000 sec): 3 clusters
  Score: Raw -299283.703805 + Penalty 2692.299774 = -296591.404031
  nChanged 27
		SP:Iteration 22Q (38987.580000 sec): 3 clusters
  Score: Raw -299296.549480 + Penalty 2692.299774 = -296604.249706
  nChanged 21
		SP:Iteration 23Q (38987.760000 sec): 3 clusters
  Score: Raw -299307.808506 + Penalty 2692.299774 = -296615.508733
  nChanged 23
		SP:Iteration 24Q (38987.930000 sec): 3 clusters
  Score: Raw -299315.332588 + Penalty 2692.299774 = -296623.032814
  nChanged 14
		SP:Iteration 25Q (38988.110000 sec): 3 clusters
  Score: Raw -299318.907456 + Penalty 2692.299774 = -296626.607682
  nChanged 5
		SP:Iteration 26Q (38988.280000 sec): 3 clusters
  Score: Raw -299320.207560 + Penalty 2692.299774 = -296627.907786
  nChanged 6
		SP:Iteration 27Q (38988.460000 sec): 3 clusters
  Score: Raw -299322.429804 + Penalty 2692.299774 = -296630.130030
  nChanged 6
		SP:Iteration 28Q (38988.640000 sec): 3 clusters
  Score: Raw -299324.689822 + Penalty 2692.299774 = -296632.390048
  nChanged 3
		SP:Iteration 29Q (38988.810000 sec): 3 clusters
  Score: Raw -299326.733868 + Penalty 2692.299774 = -296634.434094
  nChanged 7
		SP:Iteration 30Q (38988.990000 sec): 3 clusters
  Score: Raw -299328.230586 + Penalty 2692.299774 = -296635.930812
  nChanged 2
		SP:Iteration 31Q (38989.160000 sec): 3 clusters
  Score: Raw -299328.409296 + Penalty 2692.299774 = -296636.109523
  nChanged 1
		SP:Iteration 32Q (38989.340000 sec): 3 clusters
  Score: Raw -299328.513995 + Penalty 2692.299774 = -296636.214221
  nChanged 0
		SP:Iteration 33F (38989.520000 sec): 3 clusters
  Score: Raw -299328.513995 + Penalty 2692.299774 = -296636.214221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38989.640000 sec): 2 clusters
  Score: Raw -37494.816147 + Penalty 1061.504322 = -36433.311824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38989.790000 sec): 3 clusters
  Score: Raw -37371.864861 + Penalty 2123.008645 = -35248.856216
  nChanged 186
		SP:Iteration 1F (38989.950000 sec): 3 clusters
  Score: Raw -37683.831944 + Penalty 2123.008645 = -35560.823299
  nChanged 68
		SP:Iteration 2F (38990.110000 sec): 3 clusters
  Score: Raw -37829.890700 + Penalty 2123.008645 = -35706.882055
  nChanged 36
		SP:Iteration 3F (38990.260000 sec): 3 clusters
  Score: Raw -37914.154433 + Penalty 2123.008645 = -35791.145788
  nChanged 32
		SP:Iteration 4Q (38990.420000 sec): 3 clusters
  Score: Raw -37982.638782 + Penalty 2123.008645 = -35859.630137
  nChanged 17
		SP:Iteration 5Q (38990.580000 sec): 3 clusters
  Score: Raw -38021.762171 + Penalty 2123.008645 = -35898.753527
  nChanged 11
		SP:Iteration 6Q (38990.740000 sec): 3 clusters
  Score: Raw -38045.542403 + Penalty 2123.008645 = -35922.533758
  nChanged 8
		SP:Iteration 7Q (38990.860000 sec): 3 clusters
  Score: Raw -38063.865559 + Penalty 2123.008645 = -35940.856914
  nChanged 5
		SP:Iteration 8Q (38991.020000 sec): 3 clusters
  Score: Raw -38068.937588 + Penalty 2123.008645 = -35945.928943
  nChanged 1
		SP:Iteration 9Q (38991.180000 sec): 3 clusters
  Score: Raw -38069.778226 + Penalty 2123.008645 = -35946.769581
  nChanged 0
		SP:Iteration 10F (38991.340000 sec): 3 clusters
  Score: Raw -38069.778226 + Penalty 2123.008645 = -35946.769581
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38991.450000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38991.610000 sec): 3 clusters
  Score: Raw -402503.279120 + Penalty 2759.258945 = -399744.020175
  nChanged 1972
		SP:Iteration 1F (38991.800000 sec): 3 clusters
  Score: Raw -403586.882995 + Penalty 2759.258945 = -400827.624050
  nChanged 352
		SP:Iteration 2F (38991.960000 sec): 3 clusters
  Score: Raw -403770.803259 + Penalty 2759.258945 = -401011.544314
  nChanged 252
		SP:Iteration 3F (38992.130000 sec): 3 clusters
  Score: Raw -403888.016013 + Penalty 2759.258945 = -401128.757068
  nChanged 189
		SP:Iteration 4Q (38992.340000 sec): 3 clusters
  Score: Raw -403966.109876 + Penalty 2759.258945 = -401206.850931
  nChanged 164
		SP:Iteration 5Q (38992.530000 sec): 3 clusters
  Score: Raw -404041.943435 + Penalty 2759.258945 = -401282.684490
  nChanged 147
		SP:Iteration 6Q (38992.720000 sec): 3 clusters
  Score: Raw -404123.960595 + Penalty 2759.258945 = -401364.701650
  nChanged 170
		SP:Iteration 7Q (38992.900000 sec): 3 clusters
  Score: Raw -404210.797552 + Penalty 2759.258945 = -401451.538607
  nChanged 163
		SP:Iteration 8Q (38993.070000 sec): 3 clusters
  Score: Raw -404297.327102 + Penalty 2759.258945 = -401538.068157
  nChanged 161
		SP:Iteration 9Q (38993.280000 sec): 3 clusters
  Score: Raw -404388.727659 + Penalty 2759.258945 = -401629.468714
  nChanged 142
		SP:Iteration 10Q (38993.440000 sec): 3 clusters
  Score: Raw -404475.051374 + Penalty 2759.258945 = -401715.792429
  nChanged 140
		SP:Iteration 11Q (38993.600000 sec): 3 clusters
  Score: Raw -404553.621250 + Penalty 2759.258945 = -401794.362305
  nChanged 123
		SP:Iteration 12Q (38993.830000 sec): 3 clusters
  Score: Raw -404632.251727 + Penalty 2759.258945 = -401872.992782
  nChanged 124
		SP:Iteration 13Q (38994.000000 sec): 3 clusters
  Score: Raw -404716.828978 + Penalty 2759.258945 = -401957.570033
  nChanged 122
		SP:Iteration 14Q (38994.180000 sec): 3 clusters
  Score: Raw -404810.626925 + Penalty 2759.258945 = -402051.367980
  nChanged 117
		SP:Iteration 15Q (38994.360000 sec): 3 clusters
  Score: Raw -404907.217460 + Penalty 2759.258945 = -402147.958515
  nChanged 90
		SP:Iteration 16Q (38994.490000 sec): 3 clusters
  Score: Raw -404972.523928 + Penalty 2759.258945 = -402213.264983
  nChanged 72
		SP:Iteration 17Q (38994.650000 sec): 3 clusters
  Score: Raw -405026.982031 + Penalty 2759.258945 = -402267.723086
  nChanged 57
		SP:Iteration 18Q (38994.810000 sec): 3 clusters
  Score: Raw -405077.459852 + Penalty 2759.258945 = -402318.200907
  nChanged 42
		SP:Iteration 19Q (38994.970000 sec): 3 clusters
  Score: Raw -405122.696094 + Penalty 2759.258945 = -402363.437149
  nChanged 43
		SP:Iteration 20F (38995.130000 sec): 3 clusters
  Score: Raw -405172.254379 + Penalty 2759.258945 = -402412.995433
  nChanged 31
		SP:Iteration 21Q (38995.280000 sec): 3 clusters
  Score: Raw -405198.473548 + Penalty 2759.258945 = -402439.214603
  nChanged 19
		SP:Iteration 22Q (38995.460000 sec): 3 clusters
  Score: Raw -405215.390590 + Penalty 2759.258945 = -402456.131645
  nChanged 11
		SP:Iteration 23Q (38995.680000 sec): 3 clusters
  Score: Raw -405228.856724 + Penalty 2759.258945 = -402469.597779
  nChanged 10
		SP:Iteration 24Q (38995.860000 sec): 3 clusters
  Score: Raw -405241.238371 + Penalty 2759.258945 = -402481.979426
  nChanged 9
		SP:Iteration 25Q (38996.040000 sec): 3 clusters
  Score: Raw -405249.885333 + Penalty 2759.258945 = -402490.626388
  nChanged 9
		SP:Iteration 26Q (38996.210000 sec): 3 clusters
  Score: Raw -405258.204333 + Penalty 2759.258945 = -402498.945388
  nChanged 7
		SP:Iteration 27Q (38996.410000 sec): 3 clusters
  Score: Raw -405262.755261 + Penalty 2759.258945 = -402503.496316
  nChanged 3
		SP:Iteration 28Q (38996.570000 sec): 3 clusters
  Score: Raw -405266.756069 + Penalty 2759.258945 = -402507.497124
  nChanged 4
		SP:Iteration 29Q (38996.760000 sec): 3 clusters
  Score: Raw -405270.634594 + Penalty 2759.258945 = -402511.375648
  nChanged 2
		SP:Iteration 30Q (38996.930000 sec): 3 clusters
  Score: Raw -405272.463159 + Penalty 2759.258945 = -402513.204214
  nChanged 1
		SP:Iteration 31Q (38997.110000 sec): 3 clusters
  Score: Raw -405273.741734 + Penalty 2759.258945 = -402514.482789
  nChanged 1
		SP:Iteration 32Q (38997.280000 sec): 3 clusters
  Score: Raw -405274.410467 + Penalty 2759.258945 = -402515.151522
  nChanged 1
		SP:Iteration 33Q (38997.480000 sec): 3 clusters
  Score: Raw -405274.961488 + Penalty 2759.258945 = -402515.702543
  nChanged 0
		SP:Iteration 34F (38997.660000 sec): 3 clusters
  Score: Raw -405274.961488 + Penalty 2759.258945 = -402515.702543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38997.850000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38998.120000 sec): 3 clusters
  Score: Raw -1111514.250792 + Penalty 3097.283260 = -1108416.967532
  nChanged 6084
		SP:Iteration 1F (38998.370000 sec): 3 clusters
  Score: Raw -1114761.010341 + Penalty 3097.283260 = -1111663.727081
  nChanged 738
		SP:Iteration 2F (38998.600000 sec): 3 clusters
  Score: Raw -1115060.117887 + Penalty 3097.283260 = -1111962.834627
  nChanged 699
		SP:Iteration 3F (38998.870000 sec): 3 clusters
  Score: Raw -1115348.813501 + Penalty 3097.283260 = -1112251.530241
  nChanged 613
		SP:Iteration 4Q (38999.130000 sec): 3 clusters
  Score: Raw -1115601.930031 + Penalty 3097.283260 = -1112504.646771
  nChanged 563
		SP:Iteration 5Q (38999.440000 sec): 3 clusters
  Score: Raw -1115856.106653 + Penalty 3097.283260 = -1112758.823393
  nChanged 592
		SP:Iteration 6Q (38999.700000 sec): 3 clusters
  Score: Raw -1116131.745546 + Penalty 3097.283260 = -1113034.462286
  nChanged 572
		SP:Iteration 7Q (38999.990000 sec): 3 clusters
  Score: Raw -1116427.465084 + Penalty 3097.283260 = -1113330.181824
  nChanged 601
		SP:Iteration 8Q (39000.280000 sec): 3 clusters
  Score: Raw -1116752.669814 + Penalty 3097.283260 = -1113655.386554
  nChanged 582
		SP:Iteration 9Q (39000.560000 sec): 3 clusters
  Score: Raw -1117058.043461 + Penalty 3097.283260 = -1113960.760201
  nChanged 512
		SP:Iteration 10Q (39000.860000 sec): 3 clusters
  Score: Raw -1117296.871510 + Penalty 3097.283260 = -1114199.588250
  nChanged 408
		SP:Iteration 11Q (39001.140000 sec): 3 clusters
  Score: Raw -1117478.284894 + Penalty 3097.283260 = -1114381.001634
  nChanged 339
		SP:Iteration 12Q (39001.400000 sec): 3 clusters
  Score: Raw -1117588.755181 + Penalty 3097.283260 = -1114491.471922
  nChanged 225
		SP:Iteration 13Q (39001.670000 sec): 3 clusters
  Score: Raw -1117645.981831 + Penalty 3097.283260 = -1114548.698571
  nChanged 174
		SP:Iteration 14Q (39001.930000 sec): 3 clusters
  Score: Raw -1117689.769520 + Penalty 3097.283260 = -1114592.486260
  nChanged 153
		SP:Iteration 15Q (39002.200000 sec): 3 clusters
  Score: Raw -1117721.909473 + Penalty 3097.283260 = -1114624.626213
  nChanged 115
		SP:Iteration 16Q (39002.460000 sec): 3 clusters
  Score: Raw -1117744.681842 + Penalty 3097.283260 = -1114647.398583
  nChanged 103
		SP:Iteration 17Q (39002.730000 sec): 3 clusters
  Score: Raw -1117762.942311 + Penalty 3097.283260 = -1114665.659051
  nChanged 98
		SP:Iteration 18Q (39003.020000 sec): 3 clusters
  Score: Raw -1117780.938296 + Penalty 3097.283260 = -1114683.655036
  nChanged 101
		SP:Iteration 19Q (39003.300000 sec): 3 clusters
  Score: Raw -1117801.000192 + Penalty 3097.283260 = -1114703.716932
  nChanged 96
		SP:Iteration 20F (39003.530000 sec): 3 clusters
  Score: Raw -1117821.876762 + Penalty 3097.283260 = -1114724.593503
  nChanged 95
		SP:Iteration 21Q (39003.800000 sec): 3 clusters
  Score: Raw -1117838.940677 + Penalty 3097.283260 = -1114741.657417
  nChanged 94
		SP:Iteration 22Q (39004.100000 sec): 3 clusters
  Score: Raw -1117858.876689 + Penalty 3097.283260 = -1114761.593429
  nChanged 98
		SP:Iteration 23Q (39004.340000 sec): 3 clusters
  Score: Raw -1117883.326071 + Penalty 3097.283260 = -1114786.042811
  nChanged 127
		SP:Iteration 24Q (39004.620000 sec): 3 clusters
  Score: Raw -1117913.504272 + Penalty 3097.283260 = -1114816.221012
  nChanged 115
		SP:Iteration 25Q (39004.900000 sec): 3 clusters
  Score: Raw -1117940.361423 + Penalty 3097.283260 = -1114843.078163
  nChanged 118
		SP:Iteration 26Q (39005.200000 sec): 3 clusters
  Score: Raw -1117968.140907 + Penalty 3097.283260 = -1114870.857647
  nChanged 131
		SP:Iteration 27Q (39005.420000 sec): 3 clusters
  Score: Raw -1117998.193851 + Penalty 3097.283260 = -1114900.910592
  nChanged 125
		SP:Iteration 28Q (39005.700000 sec): 3 clusters
  Score: Raw -1118027.802621 + Penalty 3097.283260 = -1114930.519361
  nChanged 109
		SP:Iteration 29Q (39005.960000 sec): 3 clusters
  Score: Raw -1118054.254029 + Penalty 3097.283260 = -1114956.970770
  nChanged 136
		SP:Iteration 30Q (39006.220000 sec): 3 clusters
  Score: Raw -1118089.489149 + Penalty 3097.283260 = -1114992.205889
  nChanged 125
		SP:Iteration 31Q (39006.450000 sec): 3 clusters
  Score: Raw -1118120.874190 + Penalty 3097.283260 = -1115023.590930
  nChanged 128
		SP:Iteration 32Q (39006.720000 sec): 3 clusters
  Score: Raw -1118154.481063 + Penalty 3097.283260 = -1115057.197803
  nChanged 142
		SP:Iteration 33Q (39007.050000 sec): 3 clusters
  Score: Raw -1118192.433671 + Penalty 3097.283260 = -1115095.150411
  nChanged 141
		SP:Iteration 34Q (39007.280000 sec): 3 clusters
  Score: Raw -1118229.548558 + Penalty 3097.283260 = -1115132.265298
  nChanged 139
		SP:Iteration 35Q (39007.540000 sec): 3 clusters
  Score: Raw -1118268.675475 + Penalty 3097.283260 = -1115171.392215
  nChanged 166
		SP:Iteration 36Q (39007.790000 sec): 3 clusters
  Score: Raw -1118319.491875 + Penalty 3097.283260 = -1115222.208615
  nChanged 182
		SP:Iteration 37Q (39008.060000 sec): 3 clusters
  Score: Raw -1118379.592933 + Penalty 3097.283260 = -1115282.309673
  nChanged 179
		SP:Iteration 38Q (39008.350000 sec): 3 clusters
  Score: Raw -1118445.290654 + Penalty 3097.283260 = -1115348.007394
  nChanged 180
		SP:Iteration 39Q (39008.630000 sec): 3 clusters
  Score: Raw -1118508.577617 + Penalty 3097.283260 = -1115411.294358
  nChanged 182
		SP:Iteration 40F (39008.870000 sec): 3 clusters
  Score: Raw -1118583.171335 + Penalty 3097.283260 = -1115485.888075
  nChanged 189
		SP:Iteration 41Q (39009.140000 sec): 3 clusters
  Score: Raw -1118659.190392 + Penalty 3097.283260 = -1115561.907132
  nChanged 199
		SP:Iteration 42Q (39009.410000 sec): 3 clusters
  Score: Raw -1118748.616220 + Penalty 3097.283260 = -1115651.332960
  nChanged 183
		SP:Iteration 43Q (39009.680000 sec): 3 clusters
  Score: Raw -1118831.740531 + Penalty 3097.283260 = -1115734.457271
  nChanged 172
		SP:Iteration 44Q (39009.950000 sec): 3 clusters
  Score: Raw -1118919.448649 + Penalty 3097.283260 = -1115822.165389
  nChanged 187
		SP:Iteration 45Q (39010.230000 sec): 3 clusters
  Score: Raw -1119023.101547 + Penalty 3097.283260 = -1115925.818287
  nChanged 183
		SP:Iteration 46Q (39010.530000 sec): 3 clusters
  Score: Raw -1119124.387358 + Penalty 3097.283260 = -1116027.104098
  nChanged 164
		SP:Iteration 47Q (39010.830000 sec): 3 clusters
  Score: Raw -1119215.676087 + Penalty 3097.283260 = -1116118.392827
  nChanged 157
		SP:Iteration 48Q (39011.030000 sec): 3 clusters
  Score: Raw -1119312.137893 + Penalty 3097.283260 = -1116214.854633
  nChanged 136
		SP:Iteration 49Q (39011.290000 sec): 3 clusters
  Score: Raw -1119378.124873 + Penalty 3097.283260 = -1116280.841613
  nChanged 98
		SP:Iteration 50Q (39011.610000 sec): 3 clusters
  Score: Raw -1119423.838342 + Penalty 3097.283260 = -1116326.555082
  nChanged 97
		SP:Iteration 51Q (39011.850000 sec): 3 clusters
  Score: Raw -1119470.239184 + Penalty 3097.283260 = -1116372.955924
  nChanged 84
		SP:Iteration 52Q (39012.120000 sec): 3 clusters
  Score: Raw -1119505.828763 + Penalty 3097.283260 = -1116408.545503
  nChanged 77
		SP:Iteration 53Q (39012.410000 sec): 3 clusters
  Score: Raw -1119536.538761 + Penalty 3097.283260 = -1116439.255502
  nChanged 50
		SP:Iteration 54Q (39012.610000 sec): 3 clusters
  Score: Raw -1119555.803480 + Penalty 3097.283260 = -1116458.520221
  nChanged 47
		SP:Iteration 55Q (39012.880000 sec): 3 clusters
  Score: Raw -1119573.496038 + Penalty 3097.283260 = -1116476.212779
  nChanged 35
		SP:Iteration 56Q (39013.170000 sec): 3 clusters
  Score: Raw -1119586.379512 + Penalty 3097.283260 = -1116489.096252
  nChanged 27
		SP:Iteration 57Q (39013.390000 sec): 3 clusters
  Score: Raw -1119595.251426 + Penalty 3097.283260 = -1116497.968167
  nChanged 28
		SP:Iteration 58Q (39013.650000 sec): 3 clusters
  Score: Raw -1119603.362500 + Penalty 3097.283260 = -1116506.079241
  nChanged 22
		SP:Iteration 59Q (39013.920000 sec): 3 clusters
  Score: Raw -1119609.760332 + Penalty 3097.283260 = -1116512.477073
  nChanged 24
		SP:Iteration 60F (39014.210000 sec): 3 clusters
  Score: Raw -1119615.969231 + Penalty 3097.283260 = -1116518.685971
  nChanged 18
		SP:Iteration 61Q (39014.480000 sec): 3 clusters
  Score: Raw -1119620.299249 + Penalty 3097.283260 = -1116523.015989
  nChanged 18
		SP:Iteration 62Q (39014.780000 sec): 3 clusters
  Score: Raw -1119627.066497 + Penalty 3097.283260 = -1116529.783237
  nChanged 26
		SP:Iteration 63Q (39014.980000 sec): 3 clusters
  Score: Raw -1119637.702428 + Penalty 3097.283260 = -1116540.419168
  nChanged 25
		SP:Iteration 64Q (39015.250000 sec): 3 clusters
  Score: Raw -1119648.286588 + Penalty 3097.283260 = -1116551.003328
  nChanged 22
		SP:Iteration 65Q (39015.510000 sec): 3 clusters
  Score: Raw -1119656.759288 + Penalty 3097.283260 = -1116559.476029
  nChanged 23
		SP:Iteration 66Q (39015.780000 sec): 3 clusters
  Score: Raw -1119666.545567 + Penalty 3097.283260 = -1116569.262307
  nChanged 26
		SP:Iteration 67Q (39016.060000 sec): 3 clusters
  Score: Raw -1119676.597650 + Penalty 3097.283260 = -1116579.314391
  nChanged 21
		SP:Iteration 68Q (39016.330000 sec): 3 clusters
  Score: Raw -1119685.274704 + Penalty 3097.283260 = -1116587.991444
  nChanged 21
		SP:Iteration 69Q (39016.610000 sec): 3 clusters
  Score: Raw -1119693.809560 + Penalty 3097.283260 = -1116596.526300
  nChanged 25
		SP:Iteration 70Q (39016.920000 sec): 3 clusters
  Score: Raw -1119702.625949 + Penalty 3097.283260 = -1116605.342689
  nChanged 19
		SP:Iteration 71Q (39017.110000 sec): 3 clusters
  Score: Raw -1119711.332578 + Penalty 3097.283260 = -1116614.049318
  nChanged 21
		SP:Iteration 72Q (39017.380000 sec): 3 clusters
  Score: Raw -1119719.438774 + Penalty 3097.283260 = -1116622.155514
  nChanged 15
		SP:Iteration 73Q (39017.650000 sec): 3 clusters
  Score: Raw -1119725.348790 + Penalty 3097.283260 = -1116628.065530
  nChanged 15
		SP:Iteration 74Q (39017.920000 sec): 3 clusters
  Score: Raw -1119731.671980 + Penalty 3097.283260 = -1116634.388721
  nChanged 15
		SP:Iteration 75Q (39018.190000 sec): 3 clusters
  Score: Raw -1119736.898071 + Penalty 3097.283260 = -1116639.614811
  nChanged 14
		SP:Iteration 76Q (39018.420000 sec): 3 clusters
  Score: Raw -1119741.101288 + Penalty 3097.283260 = -1116643.818028
  nChanged 11
		SP:Iteration 77Q (39018.650000 sec): 3 clusters
  Score: Raw -1119745.358584 + Penalty 3097.283260 = -1116648.075324
  nChanged 16
		SP:Iteration 78Q (39018.940000 sec): 3 clusters
  Score: Raw -1119750.050263 + Penalty 3097.283260 = -1116652.767003
  nChanged 9
		SP:Iteration 79Q (39019.140000 sec): 3 clusters
  Score: Raw -1119753.341799 + Penalty 3097.283260 = -1116656.058539
  nChanged 4
		SP:Iteration 80F (39019.420000 sec): 3 clusters
  Score: Raw -1119754.270582 + Penalty 3097.283260 = -1116656.987322
  nChanged 2
		SP:Iteration 81Q (39019.700000 sec): 3 clusters
  Score: Raw -1119755.384872 + Penalty 3097.283260 = -1116658.101612
  nChanged 4
		SP:Iteration 82Q (39019.960000 sec): 3 clusters
  Score: Raw -1119757.177217 + Penalty 3097.283260 = -1116659.893957
  nChanged 2
		SP:Iteration 83Q (39020.170000 sec): 3 clusters
  Score: Raw -1119758.374557 + Penalty 3097.283260 = -1116661.091297
  nChanged 5
		SP:Iteration 84Q (39020.420000 sec): 3 clusters
  Score: Raw -1119759.874762 + Penalty 3097.283260 = -1116662.591502
  nChanged 4
		SP:Iteration 85Q (39020.670000 sec): 3 clusters
  Score: Raw -1119760.871598 + Penalty 3097.283260 = -1116663.588338
  nChanged 6
		SP:Iteration 86Q (39020.950000 sec): 3 clusters
  Score: Raw -1119762.337115 + Penalty 3097.283260 = -1116665.053855
  nChanged 5
		SP:Iteration 87Q (39021.180000 sec): 3 clusters
  Score: Raw -1119763.574495 + Penalty 3097.283260 = -1116666.291235
  nChanged 4
		SP:Iteration 88Q (39021.450000 sec): 3 clusters
  Score: Raw -1119764.732681 + Penalty 3097.283260 = -1116667.449421
  nChanged 4
		SP:Iteration 89Q (39021.720000 sec): 3 clusters
  Score: Raw -1119765.873628 + Penalty 3097.283260 = -1116668.590369
  nChanged 5
		SP:Iteration 90Q (39021.980000 sec): 3 clusters
  Score: Raw -1119767.660490 + Penalty 3097.283260 = -1116670.377230
  nChanged 5
		SP:Iteration 91Q (39022.230000 sec): 3 clusters
  Score: Raw -1119769.507489 + Penalty 3097.283260 = -1116672.224229
  nChanged 6
		SP:Iteration 92Q (39022.490000 sec): 3 clusters
  Score: Raw -1119771.975132 + Penalty 3097.283260 = -1116674.691872
  nChanged 7
		SP:Iteration 93Q (39022.740000 sec): 3 clusters
  Score: Raw -1119774.523901 + Penalty 3097.283260 = -1116677.240641
  nChanged 5
		SP:Iteration 94Q (39022.990000 sec): 3 clusters
  Score: Raw -1119776.424234 + Penalty 3097.283260 = -1116679.140975
  nChanged 1
		SP:Iteration 95Q (39023.240000 sec): 3 clusters
  Score: Raw -1119776.647571 + Penalty 3097.283260 = -1116679.364311
  nChanged 0
		SP:Iteration 96F (39023.500000 sec): 3 clusters
  Score: Raw -1119776.647571 + Penalty 3097.283260 = -1116679.364311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39023.560000 sec): 2 clusters
  Score: Raw -82993.307284 + Penalty 1157.727718 = -81835.579566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39023.720000 sec): 3 clusters
  Score: Raw -82572.760158 + Penalty 2315.455435 = -80257.304723
  nChanged 400
		SP:Iteration 1F (39023.880000 sec): 3 clusters
  Score: Raw -82983.011912 + Penalty 2315.455435 = -80667.556477
  nChanged 132
		SP:Iteration 2F (39024.040000 sec): 3 clusters
  Score: Raw -83186.939931 + Penalty 2315.455435 = -80871.484496
  nChanged 80
		SP:Iteration 3F (39024.200000 sec): 3 clusters
  Score: Raw -83283.327649 + Penalty 2315.455435 = -80967.872214
  nChanged 58
		SP:Iteration 4Q (39024.360000 sec): 3 clusters
  Score: Raw -83339.652845 + Penalty 2315.455435 = -81024.197410
  nChanged 28
		SP:Iteration 5Q (39024.520000 sec): 3 clusters
  Score: Raw -83366.225461 + Penalty 2315.455435 = -81050.770025
  nChanged 12
		SP:Iteration 6Q (39024.680000 sec): 3 clusters
  Score: Raw -83376.262121 + Penalty 2315.455435 = -81060.806686
  nChanged 13
		SP:Iteration 7Q (39024.840000 sec): 3 clusters
  Score: Raw -83387.757763 + Penalty 2315.455435 = -81072.302327
  nChanged 14
		SP:Iteration 8Q (39025.000000 sec): 3 clusters
  Score: Raw -83396.611531 + Penalty 2315.455435 = -81081.156096
  nChanged 1
		SP:Iteration 9Q (39025.160000 sec): 3 clusters
  Score: Raw -83398.166896 + Penalty 2315.455435 = -81082.711460
  nChanged 5
		SP:Iteration 10Q (39025.320000 sec): 3 clusters
  Score: Raw -83404.291970 + Penalty 2315.455435 = -81088.836535
  nChanged 3
		SP:Iteration 11Q (39025.480000 sec): 3 clusters
  Score: Raw -83406.333594 + Penalty 2315.455435 = -81090.878159
  nChanged 1
		SP:Iteration 12Q (39025.640000 sec): 3 clusters
  Score: Raw -83406.855924 + Penalty 2315.455435 = -81091.400489
  nChanged 0
		SP:Iteration 13F (39025.800000 sec): 3 clusters
  Score: Raw -83406.855924 + Penalty 2315.455435 = -81091.400489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39025.870000 sec): 2 clusters
  Score: Raw -187152.097444 + Penalty 1265.853641 = -185886.243804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39026.030000 sec): 3 clusters
  Score: Raw -186059.756760 + Penalty 2531.707282 = -183528.049478
  nChanged 875
		SP:Iteration 1F (39026.190000 sec): 3 clusters
  Score: Raw -186606.530088 + Penalty 2531.707282 = -184074.822806
  nChanged 199
		SP:Iteration 2F (39026.350000 sec): 3 clusters
  Score: Raw -186722.447756 + Penalty 2531.707282 = -184190.740474
  nChanged 125
		SP:Iteration 3F (39026.510000 sec): 3 clusters
  Score: Raw -186795.564069 + Penalty 2531.707282 = -184263.856787
  nChanged 93
		SP:Iteration 4Q (39026.670000 sec): 3 clusters
  Score: Raw -186858.121724 + Penalty 2531.707282 = -184326.414443
  nChanged 64
		SP:Iteration 5Q (39026.830000 sec): 3 clusters
  Score: Raw -186894.784153 + Penalty 2531.707282 = -184363.076871
  nChanged 50
		SP:Iteration 6Q (39026.990000 sec): 3 clusters
  Score: Raw -186918.759076 + Penalty 2531.707282 = -184387.051794
  nChanged 45
		SP:Iteration 7Q (39027.150000 sec): 3 clusters
  Score: Raw -186939.951804 + Penalty 2531.707282 = -184408.244522
  nChanged 44
		SP:Iteration 8Q (39027.310000 sec): 3 clusters
  Score: Raw -186962.213987 + Penalty 2531.707282 = -184430.506705
  nChanged 37
		SP:Iteration 9Q (39027.470000 sec): 3 clusters
  Score: Raw -186981.879931 + Penalty 2531.707282 = -184450.172649
  nChanged 42
		SP:Iteration 10Q (39027.630000 sec): 3 clusters
  Score: Raw -187006.637659 + Penalty 2531.707282 = -184474.930377
  nChanged 47
		SP:Iteration 11Q (39027.790000 sec): 3 clusters
  Score: Raw -187035.453059 + Penalty 2531.707282 = -184503.745777
  nChanged 51
		SP:Iteration 12Q (39027.950000 sec): 3 clusters
  Score: Raw -187064.111181 + Penalty 2531.707282 = -184532.403899
  nChanged 55
		SP:Iteration 13Q (39028.150000 sec): 3 clusters
  Score: Raw -187093.665738 + Penalty 2531.707282 = -184561.958457
  nChanged 58
		SP:Iteration 14Q (39028.300000 sec): 3 clusters
  Score: Raw -187119.732028 + Penalty 2531.707282 = -184588.024746
  nChanged 43
		SP:Iteration 15Q (39028.460000 sec): 3 clusters
  Score: Raw -187141.234170 + Penalty 2531.707282 = -184609.526889
  nChanged 41
		SP:Iteration 16Q (39028.620000 sec): 3 clusters
  Score: Raw -187168.627812 + Penalty 2531.707282 = -184636.920530
  nChanged 45
		SP:Iteration 17Q (39028.780000 sec): 3 clusters
  Score: Raw -187200.005813 + Penalty 2531.707282 = -184668.298531
  nChanged 49
		SP:Iteration 18Q (39028.940000 sec): 3 clusters
  Score: Raw -187227.522500 + Penalty 2531.707282 = -184695.815218
  nChanged 35
		SP:Iteration 19Q (39029.100000 sec): 3 clusters
  Score: Raw -187245.323724 + Penalty 2531.707282 = -184713.616443
  nChanged 29
		SP:Iteration 20F (39029.260000 sec): 3 clusters
  Score: Raw -187258.036898 + Penalty 2531.707282 = -184726.329616
  nChanged 25
		SP:Iteration 21Q (39029.420000 sec): 3 clusters
  Score: Raw -187271.915901 + Penalty 2531.707282 = -184740.208620
  nChanged 27
		SP:Iteration 22Q (39029.580000 sec): 3 clusters
  Score: Raw -187283.553085 + Penalty 2531.707282 = -184751.845803
  nChanged 26
		SP:Iteration 23Q (39029.740000 sec): 3 clusters
  Score: Raw -187296.491369 + Penalty 2531.707282 = -184764.784087
  nChanged 32
		SP:Iteration 24Q (39029.900000 sec): 3 clusters
  Score: Raw -187314.321485 + Penalty 2531.707282 = -184782.614204
  nChanged 26
		SP:Iteration 25Q (39030.060000 sec): 3 clusters
  Score: Raw -187328.507952 + Penalty 2531.707282 = -184796.800670
  nChanged 23
		SP:Iteration 26Q (39030.210000 sec): 3 clusters
  Score: Raw -187340.788600 + Penalty 2531.707282 = -184809.081318
  nChanged 20
		SP:Iteration 27Q (39030.370000 sec): 3 clusters
  Score: Raw -187353.505976 + Penalty 2531.707282 = -184821.798695
  nChanged 16
		SP:Iteration 28Q (39030.530000 sec): 3 clusters
  Score: Raw -187364.442632 + Penalty 2531.707282 = -184832.735350
  nChanged 17
		SP:Iteration 29Q (39030.690000 sec): 3 clusters
  Score: Raw -187373.739872 + Penalty 2531.707282 = -184842.032590
  nChanged 17
		SP:Iteration 30Q (39030.850000 sec): 3 clusters
  Score: Raw -187381.002398 + Penalty 2531.707282 = -184849.295117
  nChanged 9
		SP:Iteration 31Q (39031.010000 sec): 3 clusters
  Score: Raw -187383.963588 + Penalty 2531.707282 = -184852.256306
  nChanged 7
		SP:Iteration 32Q (39031.170000 sec): 3 clusters
  Score: Raw -187387.709075 + Penalty 2531.707282 = -184856.001794
  nChanged 11
		SP:Iteration 33Q (39031.330000 sec): 3 clusters
  Score: Raw -187392.889545 + Penalty 2531.707282 = -184861.182263
  nChanged 13
		SP:Iteration 34Q (39031.490000 sec): 3 clusters
  Score: Raw -187400.847004 + Penalty 2531.707282 = -184869.139722
  nChanged 17
		SP:Iteration 35Q (39031.650000 sec): 3 clusters
  Score: Raw -187411.788412 + Penalty 2531.707282 = -184880.081130
  nChanged 14
		SP:Iteration 36Q (39031.810000 sec): 3 clusters
  Score: Raw -187420.933707 + Penalty 2531.707282 = -184889.226426
  nChanged 9
		SP:Iteration 37Q (39031.970000 sec): 3 clusters
  Score: Raw -187424.737289 + Penalty 2531.707282 = -184893.030007
  nChanged 4
		SP:Iteration 38Q (39032.130000 sec): 3 clusters
  Score: Raw -187426.412185 + Penalty 2531.707282 = -184894.704904
  nChanged 6
		SP:Iteration 39Q (39032.290000 sec): 3 clusters
  Score: Raw -187429.714573 + Penalty 2531.707282 = -184898.007291
  nChanged 9
		SP:Iteration 40F (39032.450000 sec): 3 clusters
  Score: Raw -187433.333249 + Penalty 2531.707282 = -184901.625967
  nChanged 5
		SP:Iteration 41Q (39032.610000 sec): 3 clusters
  Score: Raw -187437.265853 + Penalty 2531.707282 = -184905.558571
  nChanged 7
		SP:Iteration 42Q (39032.770000 sec): 3 clusters
  Score: Raw -187440.038168 + Penalty 2531.707282 = -184908.330886
  nChanged 4
		SP:Iteration 43Q (39032.930000 sec): 3 clusters
  Score: Raw -187442.350934 + Penalty 2531.707282 = -184910.643653
  nChanged 4
		SP:Iteration 44Q (39033.090000 sec): 3 clusters
  Score: Raw -187444.635059 + Penalty 2531.707282 = -184912.927777
  nChanged 5
		SP:Iteration 45Q (39033.250000 sec): 3 clusters
  Score: Raw -187446.755337 + Penalty 2531.707282 = -184915.048055
  nChanged 2
		SP:Iteration 46Q (39033.410000 sec): 3 clusters
  Score: Raw -187447.583590 + Penalty 2531.707282 = -184915.876308
  nChanged 1
		SP:Iteration 47Q (39033.570000 sec): 3 clusters
  Score: Raw -187447.690605 + Penalty 2531.707282 = -184915.983323
  nChanged 0
		SP:Iteration 48F (39033.730000 sec): 3 clusters
  Score: Raw -187447.690605 + Penalty 2531.707282 = -184915.983323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39033.810000 sec): 2 clusters
  Score: Raw -131936.493599 + Penalty 1227.919545 = -130708.574054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39033.970000 sec): 3 clusters
  Score: Raw -131177.721205 + Penalty 2455.839090 = -128721.882115
  nChanged 676
		SP:Iteration 1F (39034.130000 sec): 3 clusters
  Score: Raw -131780.849811 + Penalty 2455.839090 = -129325.010721
  nChanged 171
		SP:Iteration 2F (39034.290000 sec): 3 clusters
  Score: Raw -131989.905724 + Penalty 2455.839090 = -129534.066634
  nChanged 135
		SP:Iteration 3F (39034.460000 sec): 3 clusters
  Score: Raw -132165.140669 + Penalty 2455.839090 = -129709.301579
  nChanged 125
		SP:Iteration 4F (39034.630000 sec): 3 clusters
  Score: Raw -132338.559928 + Penalty 2455.839090 = -129882.720838
  nChanged 101
		SP:Iteration 5F (39034.810000 sec): 3 clusters
  Score: Raw -132473.434504 + Penalty 2455.839090 = -130017.595414
  nChanged 77
		SP:Iteration 6Q (39034.980000 sec): 3 clusters
  Score: Raw -132571.183243 + Penalty 2455.839090 = -130115.344152
  nChanged 58
		SP:Iteration 7Q (39035.160000 sec): 3 clusters
  Score: Raw -132638.736079 + Penalty 2455.839090 = -130182.896989
  nChanged 48
		SP:Iteration 8Q (39035.340000 sec): 3 clusters
  Score: Raw -132675.898660 + Penalty 2455.839090 = -130220.059570
  nChanged 32
		SP:Iteration 9Q (39035.510000 sec): 3 clusters
  Score: Raw -132697.126554 + Penalty 2455.839090 = -130241.287464
  nChanged 16
		SP:Iteration 10Q (39035.690000 sec): 3 clusters
  Score: Raw -132711.097138 + Penalty 2455.839090 = -130255.258048
  nChanged 13
		SP:Iteration 11Q (39035.860000 sec): 3 clusters
  Score: Raw -132719.888419 + Penalty 2455.839090 = -130264.049329
  nChanged 11
		SP:Iteration 12Q (39036.040000 sec): 3 clusters
  Score: Raw -132728.744675 + Penalty 2455.839090 = -130272.905585
  nChanged 10
		SP:Iteration 13Q (39036.220000 sec): 3 clusters
  Score: Raw -132733.813528 + Penalty 2455.839090 = -130277.974438
  nChanged 5
		SP:Iteration 14Q (39036.390000 sec): 3 clusters
  Score: Raw -132736.784214 + Penalty 2455.839090 = -130280.945124
  nChanged 4
		SP:Iteration 15Q (39036.570000 sec): 3 clusters
  Score: Raw -132738.707456 + Penalty 2455.839090 = -130282.868366
  nChanged 6
		SP:Iteration 16Q (39036.740000 sec): 3 clusters
  Score: Raw -132741.220246 + Penalty 2455.839090 = -130285.381156
  nChanged 6
		SP:Iteration 17Q (39036.920000 sec): 3 clusters
  Score: Raw -132745.085222 + Penalty 2455.839090 = -130289.246132
  nChanged 8
		SP:Iteration 18Q (39037.100000 sec): 3 clusters
  Score: Raw -132749.610444 + Penalty 2455.839090 = -130293.771353
  nChanged 5
		SP:Iteration 19Q (39037.270000 sec): 3 clusters
  Score: Raw -132751.774113 + Penalty 2455.839090 = -130295.935023
  nChanged 3
		SP:Iteration 20F (39037.440000 sec): 3 clusters
  Score: Raw -132757.520059 + Penalty 2455.839090 = -130301.680969
  nChanged 3
		SP:Iteration 21Q (39037.620000 sec): 3 clusters
  Score: Raw -132759.543590 + Penalty 2455.839090 = -130303.704500
  nChanged 0
		SP:Iteration 22F (39037.800000 sec): 3 clusters
  Score: Raw -132759.543590 + Penalty 2455.839090 = -130303.704500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39037.920000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39038.080000 sec): 3 clusters
  Score: Raw -356953.355690 + Penalty 2743.662518 = -354209.693171
  nChanged 1878
		SP:Iteration 1F (39038.260000 sec): 3 clusters
  Score: Raw -358107.800036 + Penalty 2743.662518 = -355364.137518
  nChanged 403
		SP:Iteration 2F (39038.430000 sec): 3 clusters
  Score: Raw -358390.322894 + Penalty 2743.662518 = -355646.660376
  nChanged 317
		SP:Iteration 3F (39038.630000 sec): 3 clusters
  Score: Raw -358614.838776 + Penalty 2743.662518 = -355871.176258
  nChanged 269
		SP:Iteration 4F (39038.800000 sec): 3 clusters
  Score: Raw -358814.308450 + Penalty 2743.662518 = -356070.645932
  nChanged 244
		SP:Iteration 5F (39038.930000 sec): 3 clusters
  Score: Raw -358970.183482 + Penalty 2743.662518 = -356226.520963
  nChanged 223
		SP:Iteration 6Q (39039.090000 sec): 3 clusters
  Score: Raw -359110.754608 + Penalty 2743.662518 = -356367.092090
  nChanged 173
		SP:Iteration 7Q (39039.250000 sec): 3 clusters
  Score: Raw -359215.846898 + Penalty 2743.662518 = -356472.184380
  nChanged 133
		SP:Iteration 8Q (39039.410000 sec): 3 clusters
  Score: Raw -359288.540050 + Penalty 2743.662518 = -356544.877532
  nChanged 94
		SP:Iteration 9Q (39039.570000 sec): 3 clusters
  Score: Raw -359333.981780 + Penalty 2743.662518 = -356590.319262
  nChanged 65
		SP:Iteration 10Q (39039.730000 sec): 3 clusters
  Score: Raw -359359.651041 + Penalty 2743.662518 = -356615.988522
  nChanged 50
		SP:Iteration 11Q (39039.890000 sec): 3 clusters
  Score: Raw -359378.017046 + Penalty 2743.662518 = -356634.354528
  nChanged 44
		SP:Iteration 12Q (39040.060000 sec): 3 clusters
  Score: Raw -359395.319150 + Penalty 2743.662518 = -356651.656631
  nChanged 44
		SP:Iteration 13Q (39040.230000 sec): 3 clusters
  Score: Raw -359416.263087 + Penalty 2743.662518 = -356672.600569
  nChanged 37
		SP:Iteration 14Q (39040.410000 sec): 3 clusters
  Score: Raw -359434.614982 + Penalty 2743.662518 = -356690.952464
  nChanged 41
		SP:Iteration 15Q (39040.580000 sec): 3 clusters
  Score: Raw -359454.846578 + Penalty 2743.662518 = -356711.184059
  nChanged 49
		SP:Iteration 16Q (39040.790000 sec): 3 clusters
  Score: Raw -359479.007668 + Penalty 2743.662518 = -356735.345150
  nChanged 41
		SP:Iteration 17Q (39040.910000 sec): 3 clusters
  Score: Raw -359499.610740 + Penalty 2743.662518 = -356755.948222
  nChanged 32
		SP:Iteration 18Q (39041.070000 sec): 3 clusters
  Score: Raw -359512.588135 + Penalty 2743.662518 = -356768.925617
  nChanged 29
		SP:Iteration 19Q (39041.230000 sec): 3 clusters
  Score: Raw -359525.745780 + Penalty 2743.662518 = -356782.083262
  nChanged 19
		SP:Iteration 20F (39041.390000 sec): 3 clusters
  Score: Raw -359532.246595 + Penalty 2743.662518 = -356788.584077
  nChanged 18
		SP:Iteration 21Q (39041.550000 sec): 3 clusters
  Score: Raw -359537.003038 + Penalty 2743.662518 = -356793.340520
  nChanged 11
		SP:Iteration 22Q (39041.730000 sec): 3 clusters
  Score: Raw -359540.047449 + Penalty 2743.662518 = -356796.384931
  nChanged 7
		SP:Iteration 23Q (39041.890000 sec): 3 clusters
  Score: Raw -359541.666916 + Penalty 2743.662518 = -356798.004398
  nChanged 6
		SP:Iteration 24Q (39042.090000 sec): 3 clusters
  Score: Raw -359542.732973 + Penalty 2743.662518 = -356799.070455
  nChanged 3
		SP:Iteration 25Q (39042.260000 sec): 3 clusters
  Score: Raw -359543.293295 + Penalty 2743.662518 = -356799.630776
  nChanged 6
		SP:Iteration 26Q (39042.430000 sec): 3 clusters
  Score: Raw -359544.775683 + Penalty 2743.662518 = -356801.113165
  nChanged 4
		SP:Iteration 27Q (39042.610000 sec): 3 clusters
  Score: Raw -359545.975820 + Penalty 2743.662518 = -356802.313302
  nChanged 8
		SP:Iteration 28Q (39042.780000 sec): 3 clusters
  Score: Raw -359548.845989 + Penalty 2743.662518 = -356805.183471
  nChanged 8
		SP:Iteration 29Q (39043.000000 sec): 3 clusters
  Score: Raw -359551.109002 + Penalty 2743.662518 = -356807.446484
  nChanged 7
		SP:Iteration 30Q (39043.160000 sec): 3 clusters
  Score: Raw -359552.812745 + Penalty 2743.662518 = -356809.150227
  nChanged 4
		SP:Iteration 31Q (39043.340000 sec): 3 clusters
  Score: Raw -359553.725722 + Penalty 2743.662518 = -356810.063203
  nChanged 3
		SP:Iteration 32Q (39043.500000 sec): 3 clusters
  Score: Raw -359554.479786 + Penalty 2743.662518 = -356810.817268
  nChanged 2
		SP:Iteration 33Q (39043.670000 sec): 3 clusters
  Score: Raw -359555.271992 + Penalty 2743.662518 = -356811.609474
  nChanged 1
		SP:Iteration 34Q (39043.880000 sec): 3 clusters
  Score: Raw -359555.398513 + Penalty 2743.662518 = -356811.735994
  nChanged 0
		SP:Iteration 35F (39044.060000 sec): 3 clusters
  Score: Raw -359555.398513 + Penalty 2743.662518 = -356811.735994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39044.120000 sec): 2 clusters
  Score: Raw -161416.081768 + Penalty 1239.317659 = -160176.764109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39044.290000 sec): 3 clusters
  Score: Raw -160526.695141 + Penalty 2478.635317 = -158048.059824
  nChanged 733
		SP:Iteration 1F (39044.450000 sec): 3 clusters
  Score: Raw -161103.084097 + Penalty 2478.635317 = -158624.448780
  nChanged 204
		SP:Iteration 2F (39044.600000 sec): 3 clusters
  Score: Raw -161361.324606 + Penalty 2478.635317 = -158882.689289
  nChanged 187
		SP:Iteration 3F (39044.760000 sec): 3 clusters
  Score: Raw -161606.828193 + Penalty 2478.635317 = -159128.192876
  nChanged 127
		SP:Iteration 4F (39044.920000 sec): 3 clusters
  Score: Raw -161765.793558 + Penalty 2478.635317 = -159287.158241
  nChanged 108
		SP:Iteration 5F (39045.080000 sec): 3 clusters
  Score: Raw -161897.375562 + Penalty 2478.635317 = -159418.740245
  nChanged 95
		SP:Iteration 6Q (39045.240000 sec): 3 clusters
  Score: Raw -162012.710346 + Penalty 2478.635317 = -159534.075029
  nChanged 62
		SP:Iteration 7Q (39045.400000 sec): 3 clusters
  Score: Raw -162076.482113 + Penalty 2478.635317 = -159597.846796
  nChanged 45
		SP:Iteration 8Q (39045.560000 sec): 3 clusters
  Score: Raw -162111.604351 + Penalty 2478.635317 = -159632.969034
  nChanged 30
		SP:Iteration 9Q (39045.720000 sec): 3 clusters
  Score: Raw -162133.586669 + Penalty 2478.635317 = -159654.951352
  nChanged 14
		SP:Iteration 10Q (39045.880000 sec): 3 clusters
  Score: Raw -162145.086722 + Penalty 2478.635317 = -159666.451405
  nChanged 11
		SP:Iteration 11Q (39046.040000 sec): 3 clusters
  Score: Raw -162155.328032 + Penalty 2478.635317 = -159676.692715
  nChanged 13
		SP:Iteration 12Q (39046.200000 sec): 3 clusters
  Score: Raw -162164.731655 + Penalty 2478.635317 = -159686.096338
  nChanged 8
		SP:Iteration 13Q (39046.360000 sec): 3 clusters
  Score: Raw -162169.156810 + Penalty 2478.635317 = -159690.521493
  nChanged 5
		SP:Iteration 14Q (39046.520000 sec): 3 clusters
  Score: Raw -162171.439438 + Penalty 2478.635317 = -159692.804121
  nChanged 1
		SP:Iteration 15Q (39046.680000 sec): 3 clusters
  Score: Raw -162172.123790 + Penalty 2478.635317 = -159693.488473
  nChanged 1
		SP:Iteration 16Q (39046.840000 sec): 3 clusters
  Score: Raw -162172.387343 + Penalty 2478.635317 = -159693.752026
  nChanged 1
		SP:Iteration 17Q (39047.000000 sec): 3 clusters
  Score: Raw -162172.981818 + Penalty 2478.635317 = -159694.346501
  nChanged 0
		SP:Iteration 18F (39047.160000 sec): 3 clusters
  Score: Raw -162172.981818 + Penalty 2478.635317 = -159694.346501
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39047.280000 sec): 2 clusters
  Score: Raw -751958.606416 + Penalty 1479.179617 = -750479.426799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39047.460000 sec): 3 clusters
  Score: Raw -746913.356262 + Penalty 2958.359234 = -743954.997028
  nChanged 3861
		SP:Iteration 1F (39047.630000 sec): 3 clusters
  Score: Raw -749066.079163 + Penalty 2958.359234 = -746107.719929
  nChanged 606
		SP:Iteration 2F (39047.800000 sec): 3 clusters
  Score: Raw -749361.394294 + Penalty 2958.359234 = -746403.035060
  nChanged 481
		SP:Iteration 3F (39047.980000 sec): 3 clusters
  Score: Raw -749587.458731 + Penalty 2958.359234 = -746629.099497
  nChanged 407
		SP:Iteration 4Q (39048.190000 sec): 3 clusters
  Score: Raw -749794.892267 + Penalty 2958.359234 = -746836.533034
  nChanged 397
		SP:Iteration 5Q (39048.360000 sec): 3 clusters
  Score: Raw -750014.068169 + Penalty 2958.359234 = -747055.708935
  nChanged 421
		SP:Iteration 6Q (39048.540000 sec): 3 clusters
  Score: Raw -750254.674042 + Penalty 2958.359234 = -747296.314808
  nChanged 438
		SP:Iteration 7Q (39048.750000 sec): 3 clusters
  Score: Raw -750506.494021 + Penalty 2958.359234 = -747548.134787
  nChanged 405
		SP:Iteration 8Q (39048.900000 sec): 3 clusters
  Score: Raw -750737.271096 + Penalty 2958.359234 = -747778.911862
  nChanged 375
		SP:Iteration 9Q (39049.120000 sec): 3 clusters
  Score: Raw -750965.362708 + Penalty 2958.359234 = -748007.003474
  nChanged 328
		SP:Iteration 10Q (39049.260000 sec): 3 clusters
  Score: Raw -751153.735141 + Penalty 2958.359234 = -748195.375907
  nChanged 298
		SP:Iteration 11Q (39049.470000 sec): 3 clusters
  Score: Raw -751304.104777 + Penalty 2958.359234 = -748345.745543
  nChanged 238
		SP:Iteration 12Q (39049.660000 sec): 3 clusters
  Score: Raw -751405.002099 + Penalty 2958.359234 = -748446.642865
  nChanged 170
		SP:Iteration 13Q (39049.850000 sec): 3 clusters
  Score: Raw -751463.736644 + Penalty 2958.359234 = -748505.377410
  nChanged 117
		SP:Iteration 14Q (39050.060000 sec): 3 clusters
  Score: Raw -751495.870032 + Penalty 2958.359234 = -748537.510798
  nChanged 99
		SP:Iteration 15Q (39050.260000 sec): 3 clusters
  Score: Raw -751523.516428 + Penalty 2958.359234 = -748565.157194
  nChanged 89
		SP:Iteration 16Q (39050.470000 sec): 3 clusters
  Score: Raw -751550.547090 + Penalty 2958.359234 = -748592.187856
  nChanged 78
		SP:Iteration 17Q (39050.700000 sec): 3 clusters
  Score: Raw -751572.160396 + Penalty 2958.359234 = -748613.801162
  nChanged 82
		SP:Iteration 18Q (39050.920000 sec): 3 clusters
  Score: Raw -751601.123307 + Penalty 2958.359234 = -748642.764073
  nChanged 89
		SP:Iteration 19Q (39051.140000 sec): 3 clusters
  Score: Raw -751635.490657 + Penalty 2958.359234 = -748677.131423
  nChanged 101
		SP:Iteration 20F (39051.370000 sec): 3 clusters
  Score: Raw -751676.061320 + Penalty 2958.359234 = -748717.702086
  nChanged 112
		SP:Iteration 21Q (39051.550000 sec): 3 clusters
  Score: Raw -751722.130240 + Penalty 2958.359234 = -748763.771006
  nChanged 114
		SP:Iteration 22Q (39051.740000 sec): 3 clusters
  Score: Raw -751761.525633 + Penalty 2958.359234 = -748803.166399
  nChanged 89
		SP:Iteration 23Q (39051.970000 sec): 3 clusters
  Score: Raw -751792.542469 + Penalty 2958.359234 = -748834.183235
  nChanged 91
		SP:Iteration 24Q (39052.180000 sec): 3 clusters
  Score: Raw -751824.459841 + Penalty 2958.359234 = -748866.100607
  nChanged 89
		SP:Iteration 25Q (39052.400000 sec): 3 clusters
  Score: Raw -751856.643387 + Penalty 2958.359234 = -748898.284154
  nChanged 76
		SP:Iteration 26Q (39052.580000 sec): 3 clusters
  Score: Raw -751880.102588 + Penalty 2958.359234 = -748921.743354
  nChanged 75
		SP:Iteration 27Q (39052.770000 sec): 3 clusters
  Score: Raw -751904.586300 + Penalty 2958.359234 = -748946.227066
  nChanged 78
		SP:Iteration 28Q (39052.970000 sec): 3 clusters
  Score: Raw -751930.360820 + Penalty 2958.359234 = -748972.001586
  nChanged 81
		SP:Iteration 29Q (39053.160000 sec): 3 clusters
  Score: Raw -751955.761000 + Penalty 2958.359234 = -748997.401766
  nChanged 70
		SP:Iteration 30Q (39053.340000 sec): 3 clusters
  Score: Raw -751978.980235 + Penalty 2958.359234 = -749020.621001
  nChanged 75
		SP:Iteration 31Q (39053.530000 sec): 3 clusters
  Score: Raw -752001.257762 + Penalty 2958.359234 = -749042.898528
  nChanged 72
		SP:Iteration 32Q (39053.730000 sec): 3 clusters
  Score: Raw -752023.572883 + Penalty 2958.359234 = -749065.213649
  nChanged 74
		SP:Iteration 33Q (39053.910000 sec): 3 clusters
  Score: Raw -752045.259430 + Penalty 2958.359234 = -749086.900196
  nChanged 64
		SP:Iteration 34Q (39054.100000 sec): 3 clusters
  Score: Raw -752066.122330 + Penalty 2958.359234 = -749107.763096
  nChanged 55
		SP:Iteration 35Q (39054.290000 sec): 3 clusters
  Score: Raw -752085.094602 + Penalty 2958.359234 = -749126.735368
  nChanged 44
		SP:Iteration 36Q (39054.530000 sec): 3 clusters
  Score: Raw -752096.435605 + Penalty 2958.359234 = -749138.076371
  nChanged 40
		SP:Iteration 37Q (39054.700000 sec): 3 clusters
  Score: Raw -752105.505976 + Penalty 2958.359234 = -749147.146742
  nChanged 42
		SP:Iteration 38Q (39054.880000 sec): 3 clusters
  Score: Raw -752114.257881 + Penalty 2958.359234 = -749155.898647
  nChanged 30
		SP:Iteration 39Q (39055.050000 sec): 3 clusters
  Score: Raw -752120.080094 + Penalty 2958.359234 = -749161.720861
  nChanged 37
		SP:Iteration 40F (39055.230000 sec): 3 clusters
  Score: Raw -752127.170866 + Penalty 2958.359234 = -749168.811632
  nChanged 28
		SP:Iteration 41Q (39055.400000 sec): 3 clusters
  Score: Raw -752133.390124 + Penalty 2958.359234 = -749175.030890
  nChanged 29
		SP:Iteration 42Q (39055.640000 sec): 3 clusters
  Score: Raw -752139.924462 + Penalty 2958.359234 = -749181.565228
  nChanged 26
		SP:Iteration 43Q (39055.830000 sec): 3 clusters
  Score: Raw -752145.349620 + Penalty 2958.359234 = -749186.990386
  nChanged 31
		SP:Iteration 44Q (39056.010000 sec): 3 clusters
  Score: Raw -752151.051557 + Penalty 2958.359234 = -749192.692323
  nChanged 30
		SP:Iteration 45Q (39056.200000 sec): 3 clusters
  Score: Raw -752156.303892 + Penalty 2958.359234 = -749197.944658
  nChanged 26
		SP:Iteration 46Q (39056.390000 sec): 3 clusters
  Score: Raw -752160.523359 + Penalty 2958.359234 = -749202.164125
  nChanged 23
		SP:Iteration 47Q (39056.570000 sec): 3 clusters
  Score: Raw -752165.651181 + Penalty 2958.359234 = -749207.291947
  nChanged 31
		SP:Iteration 48Q (39056.790000 sec): 3 clusters
  Score: Raw -752173.557816 + Penalty 2958.359234 = -749215.198582
  nChanged 32
		SP:Iteration 49Q (39056.980000 sec): 3 clusters
  Score: Raw -752179.777406 + Penalty 2958.359234 = -749221.418172
  nChanged 22
		SP:Iteration 50Q (39057.170000 sec): 3 clusters
  Score: Raw -752184.065849 + Penalty 2958.359234 = -749225.706616
  nChanged 22
		SP:Iteration 51Q (39057.350000 sec): 3 clusters
  Score: Raw -752188.992144 + Penalty 2958.359234 = -749230.632910
  nChanged 27
		SP:Iteration 52Q (39057.610000 sec): 3 clusters
  Score: Raw -752194.456196 + Penalty 2958.359234 = -749236.096962
  nChanged 17
		SP:Iteration 53Q (39057.790000 sec): 3 clusters
  Score: Raw -752198.230434 + Penalty 2958.359234 = -749239.871200
  nChanged 17
		SP:Iteration 54Q (39057.960000 sec): 3 clusters
  Score: Raw -752201.693210 + Penalty 2958.359234 = -749243.333976
  nChanged 12
		SP:Iteration 55Q (39058.090000 sec): 3 clusters
  Score: Raw -752203.432819 + Penalty 2958.359234 = -749245.073585
  nChanged 11
		SP:Iteration 56Q (39058.270000 sec): 3 clusters
  Score: Raw -752205.653596 + Penalty 2958.359234 = -749247.294362
  nChanged 10
		SP:Iteration 57Q (39058.430000 sec): 3 clusters
  Score: Raw -752207.119805 + Penalty 2958.359234 = -749248.760571
  nChanged 7
		SP:Iteration 58Q (39058.690000 sec): 3 clusters
  Score: Raw -752208.067838 + Penalty 2958.359234 = -749249.708604
  nChanged 5
		SP:Iteration 59Q (39058.850000 sec): 3 clusters
  Score: Raw -752208.778762 + Penalty 2958.359234 = -749250.419528
  nChanged 2
		SP:Iteration 60F (39059.010000 sec): 3 clusters
  Score: Raw -752209.019669 + Penalty 2958.359234 = -749250.660435
  nChanged 2
		SP:Iteration 61Q (39059.180000 sec): 3 clusters
  Score: Raw -752209.192024 + Penalty 2958.359234 = -749250.832790
  nChanged 3
		SP:Iteration 62Q (39059.360000 sec): 3 clusters
  Score: Raw -752209.464426 + Penalty 2958.359234 = -749251.105192
  nChanged 5
		SP:Iteration 63Q (39059.540000 sec): 3 clusters
  Score: Raw -752210.153401 + Penalty 2958.359234 = -749251.794168
  nChanged 8
		SP:Iteration 64Q (39059.720000 sec): 3 clusters
  Score: Raw -752211.399617 + Penalty 2958.359234 = -749253.040383
  nChanged 7
		SP:Iteration 65Q (39059.900000 sec): 3 clusters
  Score: Raw -752213.023049 + Penalty 2958.359234 = -749254.663815
  nChanged 5
		SP:Iteration 66Q (39060.080000 sec): 3 clusters
  Score: Raw -752213.562985 + Penalty 2958.359234 = -749255.203751
  nChanged 10
		SP:Iteration 67Q (39060.280000 sec): 3 clusters
  Score: Raw -752215.180346 + Penalty 2958.359234 = -749256.821112
  nChanged 4
		SP:Iteration 68Q (39060.410000 sec): 3 clusters
  Score: Raw -752215.718198 + Penalty 2958.359234 = -749257.358964
  nChanged 3
		SP:Iteration 69Q (39060.580000 sec): 3 clusters
  Score: Raw -752216.080867 + Penalty 2958.359234 = -749257.721633
  nChanged 1
		SP:Iteration 70Q (39060.740000 sec): 3 clusters
  Score: Raw -752216.349205 + Penalty 2958.359234 = -749257.989971
  nChanged 2
		SP:Iteration 71Q (39060.940000 sec): 3 clusters
  Score: Raw -752216.858097 + Penalty 2958.359234 = -749258.498863
  nChanged 4
		SP:Iteration 72Q (39061.100000 sec): 3 clusters
  Score: Raw -752217.572436 + Penalty 2958.359234 = -749259.213202
  nChanged 6
		SP:Iteration 73Q (39061.260000 sec): 3 clusters
  Score: Raw -752218.743629 + Penalty 2958.359234 = -749260.384396
  nChanged 8
		SP:Iteration 74Q (39061.420000 sec): 3 clusters
  Score: Raw -752220.267694 + Penalty 2958.359234 = -749261.908460
  nChanged 7
		SP:Iteration 75Q (39061.580000 sec): 3 clusters
  Score: Raw -752221.789747 + Penalty 2958.359234 = -749263.430513
  nChanged 6
		SP:Iteration 76Q (39061.740000 sec): 3 clusters
  Score: Raw -752223.372183 + Penalty 2958.359234 = -749265.012949
  nChanged 7
		SP:Iteration 77Q (39061.900000 sec): 3 clusters
  Score: Raw -752224.742140 + Penalty 2958.359234 = -749266.382906
  nChanged 8
		SP:Iteration 78Q (39062.060000 sec): 3 clusters
  Score: Raw -752226.780722 + Penalty 2958.359234 = -749268.421488
  nChanged 7
		SP:Iteration 79Q (39062.230000 sec): 3 clusters
  Score: Raw -752229.068715 + Penalty 2958.359234 = -749270.709481
  nChanged 9
		SP:Iteration 80F (39062.390000 sec): 3 clusters
  Score: Raw -752230.333413 + Penalty 2958.359234 = -749271.974179
  nChanged 5
		SP:Iteration 81Q (39062.550000 sec): 3 clusters
  Score: Raw -752231.183246 + Penalty 2958.359234 = -749272.824012
  nChanged 6
		SP:Iteration 82Q (39062.710000 sec): 3 clusters
  Score: Raw -752232.147134 + Penalty 2958.359234 = -749273.787900
  nChanged 8
		SP:Iteration 83Q (39062.880000 sec): 3 clusters
  Score: Raw -752233.587197 + Penalty 2958.359234 = -749275.227963
  nChanged 10
		SP:Iteration 84Q (39063.050000 sec): 3 clusters
  Score: Raw -752235.506610 + Penalty 2958.359234 = -749277.147376
  nChanged 9
		SP:Iteration 85Q (39063.210000 sec): 3 clusters
  Score: Raw -752237.059667 + Penalty 2958.359234 = -749278.700433
  nChanged 3
		SP:Iteration 86Q (39063.380000 sec): 3 clusters
  Score: Raw -752237.524903 + Penalty 2958.359234 = -749279.165669
  nChanged 1
		SP:Iteration 87Q (39063.540000 sec): 3 clusters
  Score: Raw -752237.723635 + Penalty 2958.359234 = -749279.364401
  nChanged 1
		SP:Iteration 88Q (39063.710000 sec): 3 clusters
  Score: Raw -752238.064361 + Penalty 2958.359234 = -749279.705127
  nChanged 5
		SP:Iteration 89Q (39063.900000 sec): 3 clusters
  Score: Raw -752239.029600 + Penalty 2958.359234 = -749280.670366
  nChanged 4
		SP:Iteration 90Q (39064.100000 sec): 3 clusters
  Score: Raw -752239.709260 + Penalty 2958.359234 = -749281.350026
  nChanged 5
		SP:Iteration 91Q (39064.310000 sec): 3 clusters
  Score: Raw -752240.824389 + Penalty 2958.359234 = -749282.465155
  nChanged 4
		SP:Iteration 92Q (39064.510000 sec): 3 clusters
  Score: Raw -752241.312367 + Penalty 2958.359234 = -749282.953133
  nChanged 2
		SP:Iteration 93Q (39064.690000 sec): 3 clusters
  Score: Raw -752241.462499 + Penalty 2958.359234 = -749283.103265
  nChanged 0
		SP:Iteration 94F (39064.860000 sec): 3 clusters
  Score: Raw -752241.462499 + Penalty 2958.359234 = -749283.103265
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39064.930000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39065.090000 sec): 3 clusters
  Score: Raw -83174.182632 + Penalty 2253.045565 = -80921.137068
  nChanged 326
		SP:Iteration 1F (39065.240000 sec): 3 clusters
  Score: Raw -83650.239467 + Penalty 2253.045565 = -81397.193902
  nChanged 106
		SP:Iteration 2F (39065.400000 sec): 3 clusters
  Score: Raw -83865.834120 + Penalty 2253.045565 = -81612.788555
  nChanged 71
		SP:Iteration 3F (39065.560000 sec): 3 clusters
  Score: Raw -83968.710756 + Penalty 2253.045565 = -81715.665192
  nChanged 39
		SP:Iteration 4Q (39065.720000 sec): 3 clusters
  Score: Raw -84023.909631 + Penalty 2253.045565 = -81770.864066
  nChanged 24
		SP:Iteration 5Q (39065.880000 sec): 3 clusters
  Score: Raw -84055.316170 + Penalty 2253.045565 = -81802.270606
  nChanged 11
		SP:Iteration 6Q (39066.040000 sec): 3 clusters
  Score: Raw -84065.181589 + Penalty 2253.045565 = -81812.136024
  nChanged 3
		SP:Iteration 7Q (39066.210000 sec): 3 clusters
  Score: Raw -84068.736978 + Penalty 2253.045565 = -81815.691413
  nChanged 3
		SP:Iteration 8Q (39066.390000 sec): 3 clusters
  Score: Raw -84072.866534 + Penalty 2253.045565 = -81819.820969
  nChanged 2
		SP:Iteration 9Q (39066.560000 sec): 3 clusters
  Score: Raw -84074.082558 + Penalty 2253.045565 = -81821.036993
  nChanged 2
		SP:Iteration 10Q (39066.740000 sec): 3 clusters
  Score: Raw -84075.137138 + Penalty 2253.045565 = -81822.091573
  nChanged 0
		SP:Iteration 11F (39066.920000 sec): 3 clusters
  Score: Raw -84075.137138 + Penalty 2253.045565 = -81822.091573
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39067.000000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39067.180000 sec): 3 clusters
  Score: Raw -25774.747420 + Penalty 1879.743184 = -23895.004236
  nChanged 57
		SP:Iteration 1F (39067.360000 sec): 3 clusters
  Score: Raw -25886.928439 + Penalty 1879.743184 = -24007.185254
  nChanged 17
		SP:Iteration 2F (39067.530000 sec): 3 clusters
  Score: Raw -25939.082244 + Penalty 1879.743184 = -24059.339060
  nChanged 7
		SP:Iteration 3Q (39067.710000 sec): 3 clusters
  Score: Raw -25956.611775 + Penalty 1879.743184 = -24076.868591
  nChanged 3
		SP:Iteration 4Q (39067.880000 sec): 3 clusters
  Score: Raw -25962.177364 + Penalty 1879.743184 = -24082.434180
  nChanged 2
		SP:Iteration 5Q (39068.070000 sec): 3 clusters
  Score: Raw -25966.306266 + Penalty 1879.743184 = -24086.563082
  nChanged 2
		SP:Iteration 6Q (39068.240000 sec): 3 clusters
  Score: Raw -25968.228243 + Penalty 1879.743184 = -24088.485059
  nChanged 0
		SP:Iteration 7F (39068.420000 sec): 3 clusters
  Score: Raw -25968.228243 + Penalty 1879.743184 = -24088.485059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39068.550000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39068.680000 sec): 3 clusters
  Score: Raw -33117.242005 + Penalty 1939.829957 = -31177.412048
  nChanged 84
		SP:Iteration 1F (39068.860000 sec): 3 clusters
  Score: Raw -33260.425675 + Penalty 1939.829957 = -31320.595718
  nChanged 18
		SP:Iteration 2Q (39069.030000 sec): 3 clusters
  Score: Raw -33298.574933 + Penalty 1939.829957 = -31358.744976
  nChanged 8
		SP:Iteration 3Q (39069.210000 sec): 3 clusters
  Score: Raw -33320.806238 + Penalty 1939.829957 = -31380.976281
  nChanged 5
		SP:Iteration 4Q (39069.390000 sec): 3 clusters
  Score: Raw -33334.589851 + Penalty 1939.829957 = -31394.759894
  nChanged 2
		SP:Iteration 5Q (39069.560000 sec): 3 clusters
  Score: Raw -33336.692836 + Penalty 1939.829957 = -31396.862879
  nChanged 0
		SP:Iteration 6F (39069.740000 sec): 3 clusters
  Score: Raw -33336.692836 + Penalty 1939.829957 = -31396.862879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39069.820000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39069.990000 sec): 3 clusters
  Score: Raw -218066.644696 + Penalty 2563.220725 = -215503.423971
  nChanged 974
		SP:Iteration 1F (39070.160000 sec): 3 clusters
  Score: Raw -218620.647951 + Penalty 2563.220725 = -216057.427226
  nChanged 208
		SP:Iteration 2F (39070.330000 sec): 3 clusters
  Score: Raw -218760.137631 + Penalty 2563.220725 = -216196.916907
  nChanged 143
		SP:Iteration 3F (39070.510000 sec): 3 clusters
  Score: Raw -218849.346630 + Penalty 2563.220725 = -216286.125905
  nChanged 117
		SP:Iteration 4Q (39070.680000 sec): 3 clusters
  Score: Raw -218923.327506 + Penalty 2563.220725 = -216360.106782
  nChanged 94
		SP:Iteration 5Q (39070.860000 sec): 3 clusters
  Score: Raw -218981.883189 + Penalty 2563.220725 = -216418.662464
  nChanged 77
		SP:Iteration 6Q (39071.030000 sec): 3 clusters
  Score: Raw -219029.447176 + Penalty 2563.220725 = -216466.226452
  nChanged 74
		SP:Iteration 7Q (39071.210000 sec): 3 clusters
  Score: Raw -219079.108598 + Penalty 2563.220725 = -216515.887874
  nChanged 73
		SP:Iteration 8Q (39071.380000 sec): 3 clusters
  Score: Raw -219129.083248 + Penalty 2563.220725 = -216565.862523
  nChanged 68
		SP:Iteration 9Q (39071.560000 sec): 3 clusters
  Score: Raw -219175.375881 + Penalty 2563.220725 = -216612.155156
  nChanged 66
		SP:Iteration 10Q (39071.730000 sec): 3 clusters
  Score: Raw -219217.687994 + Penalty 2563.220725 = -216654.467269
  nChanged 56
		SP:Iteration 11Q (39071.910000 sec): 3 clusters
  Score: Raw -219247.100677 + Penalty 2563.220725 = -216683.879953
  nChanged 32
		SP:Iteration 12Q (39072.090000 sec): 3 clusters
  Score: Raw -219261.556916 + Penalty 2563.220725 = -216698.336191
  nChanged 32
		SP:Iteration 13Q (39072.260000 sec): 3 clusters
  Score: Raw -219278.991389 + Penalty 2563.220725 = -216715.770665
  nChanged 29
		SP:Iteration 14Q (39072.440000 sec): 3 clusters
  Score: Raw -219298.138180 + Penalty 2563.220725 = -216734.917455
  nChanged 20
		SP:Iteration 15Q (39072.610000 sec): 3 clusters
  Score: Raw -219308.702556 + Penalty 2563.220725 = -216745.481831
  nChanged 21
		SP:Iteration 16Q (39072.790000 sec): 3 clusters
  Score: Raw -219319.021154 + Penalty 2563.220725 = -216755.800429
  nChanged 26
		SP:Iteration 17Q (39072.970000 sec): 3 clusters
  Score: Raw -219335.646761 + Penalty 2563.220725 = -216772.426036
  nChanged 24
		SP:Iteration 18Q (39073.140000 sec): 3 clusters
  Score: Raw -219353.366010 + Penalty 2563.220725 = -216790.145285
  nChanged 24
		SP:Iteration 19Q (39073.320000 sec): 3 clusters
  Score: Raw -219373.340883 + Penalty 2563.220725 = -216810.120158
  nChanged 20
		SP:Iteration 20F (39073.490000 sec): 3 clusters
  Score: Raw -219389.708673 + Penalty 2563.220725 = -216826.487948
  nChanged 15
		SP:Iteration 21Q (39073.670000 sec): 3 clusters
  Score: Raw -219399.622826 + Penalty 2563.220725 = -216836.402101
  nChanged 13
		SP:Iteration 22Q (39073.850000 sec): 3 clusters
  Score: Raw -219409.405872 + Penalty 2563.220725 = -216846.185148
  nChanged 16
		SP:Iteration 23Q (39074.020000 sec): 3 clusters
  Score: Raw -219421.741179 + Penalty 2563.220725 = -216858.520455
  nChanged 11
		SP:Iteration 24Q (39074.200000 sec): 3 clusters
  Score: Raw -219427.574358 + Penalty 2563.220725 = -216864.353633
  nChanged 8
		SP:Iteration 25Q (39074.370000 sec): 3 clusters
  Score: Raw -219432.464030 + Penalty 2563.220725 = -216869.243306
  nChanged 9
		SP:Iteration 26Q (39074.550000 sec): 3 clusters
  Score: Raw -219437.180693 + Penalty 2563.220725 = -216873.959969
  nChanged 5
		SP:Iteration 27Q (39074.730000 sec): 3 clusters
  Score: Raw -219440.710072 + Penalty 2563.220725 = -216877.489348
  nChanged 4
		SP:Iteration 28Q (39074.900000 sec): 3 clusters
  Score: Raw -219443.293377 + Penalty 2563.220725 = -216880.072653
  nChanged 5
		SP:Iteration 29Q (39075.080000 sec): 3 clusters
  Score: Raw -219445.870612 + Penalty 2563.220725 = -216882.649887
  nChanged 2
		SP:Iteration 30Q (39075.250000 sec): 3 clusters
  Score: Raw -219447.865879 + Penalty 2563.220725 = -216884.645154
  nChanged 1
		SP:Iteration 31Q (39075.430000 sec): 3 clusters
  Score: Raw -219448.819984 + Penalty 2563.220725 = -216885.599259
  nChanged 2
		SP:Iteration 32Q (39075.610000 sec): 3 clusters
  Score: Raw -219451.193208 + Penalty 2563.220725 = -216887.972483
  nChanged 1
		SP:Iteration 33Q (39075.780000 sec): 3 clusters
  Score: Raw -219451.939583 + Penalty 2563.220725 = -216888.718859
  nChanged 2
		SP:Iteration 34Q (39075.960000 sec): 3 clusters
  Score: Raw -219454.025595 + Penalty 2563.220725 = -216890.804870
  nChanged 2
		SP:Iteration 35Q (39076.130000 sec): 3 clusters
  Score: Raw -219455.535988 + Penalty 2563.220725 = -216892.315263
  nChanged 1
		SP:Iteration 36Q (39076.310000 sec): 3 clusters
  Score: Raw -219456.048273 + Penalty 2563.220725 = -216892.827549
  nChanged 0
		SP:Iteration 37F (39076.480000 sec): 3 clusters
  Score: Raw -219456.048273 + Penalty 2563.220725 = -216892.827549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39076.570000 sec): 2 clusters
  Score: Raw -65355.920594 + Penalty 1136.663123 = -64219.257471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39076.750000 sec): 3 clusters
  Score: Raw -65017.134901 + Penalty 2273.326245 = -62743.808656
  nChanged 345
		SP:Iteration 1F (39076.920000 sec): 3 clusters
  Score: Raw -65439.703468 + Penalty 2273.326245 = -63166.377223
  nChanged 111
		SP:Iteration 2F (39077.100000 sec): 3 clusters
  Score: Raw -65616.671339 + Penalty 2273.326245 = -63343.345094
  nChanged 73
		SP:Iteration 3F (39077.270000 sec): 3 clusters
  Score: Raw -65721.769280 + Penalty 2273.326245 = -63448.443035
  nChanged 50
		SP:Iteration 4Q (39077.450000 sec): 3 clusters
  Score: Raw -65811.964496 + Penalty 2273.326245 = -63538.638251
  nChanged 43
		SP:Iteration 5Q (39077.630000 sec): 3 clusters
  Score: Raw -65881.171395 + Penalty 2273.326245 = -63607.845150
  nChanged 33
		SP:Iteration 6Q (39077.800000 sec): 3 clusters
  Score: Raw -65946.860041 + Penalty 2273.326245 = -63673.533796
  nChanged 26
		SP:Iteration 7Q (39077.980000 sec): 3 clusters
  Score: Raw -65995.015724 + Penalty 2273.326245 = -63721.689478
  nChanged 13
		SP:Iteration 8Q (39078.150000 sec): 3 clusters
  Score: Raw -66009.025413 + Penalty 2273.326245 = -63735.699168
  nChanged 7
		SP:Iteration 9Q (39078.330000 sec): 3 clusters
  Score: Raw -66017.208342 + Penalty 2273.326245 = -63743.882097
  nChanged 6
		SP:Iteration 10Q (39078.500000 sec): 3 clusters
  Score: Raw -66028.632279 + Penalty 2273.326245 = -63755.306034
  nChanged 5
		SP:Iteration 11Q (39078.680000 sec): 3 clusters
  Score: Raw -66039.206109 + Penalty 2273.326245 = -63765.879864
  nChanged 3
		SP:Iteration 12Q (39078.840000 sec): 3 clusters
  Score: Raw -66045.033673 + Penalty 2273.326245 = -63771.707428
  nChanged 1
		SP:Iteration 13Q (39078.930000 sec): 3 clusters
  Score: Raw -66045.202930 + Penalty 2273.326245 = -63771.876685
  nChanged 0
		SP:Iteration 14F (39079.030000 sec): 3 clusters
  Score: Raw -66045.202930 + Penalty 2273.326245 = -63771.876685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39079.070000 sec): 2 clusters
  Score: Raw -64689.454888 + Penalty 1086.655149 = -63602.799739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39079.150000 sec): 3 clusters
  Score: Raw -64449.165200 + Penalty 2173.310298 = -62275.854902
  nChanged 229
		SP:Iteration 1F (39079.250000 sec): 3 clusters
  Score: Raw -64698.130596 + Penalty 2173.310298 = -62524.820298
  nChanged 53
		SP:Iteration 2F (39079.350000 sec): 3 clusters
  Score: Raw -64760.277742 + Penalty 2173.310298 = -62586.967444
  nChanged 29
		SP:Iteration 3Q (39079.450000 sec): 3 clusters
  Score: Raw -64794.862192 + Penalty 2173.310298 = -62621.551894
  nChanged 19
		SP:Iteration 4Q (39079.520000 sec): 3 clusters
  Score: Raw -64829.324757 + Penalty 2173.310298 = -62656.014459
  nChanged 23
		SP:Iteration 5Q (39079.620000 sec): 3 clusters
  Score: Raw -64854.097092 + Penalty 2173.310298 = -62680.786795
  nChanged 16
		SP:Iteration 6Q (39079.720000 sec): 3 clusters
  Score: Raw -64878.683541 + Penalty 2173.310298 = -62705.373243
  nChanged 19
		SP:Iteration 7Q (39079.790000 sec): 3 clusters
  Score: Raw -64908.177530 + Penalty 2173.310298 = -62734.867232
  nChanged 18
		SP:Iteration 8Q (39079.860000 sec): 3 clusters
  Score: Raw -64934.688256 + Penalty 2173.310298 = -62761.377958
  nChanged 29
		SP:Iteration 9Q (39079.960000 sec): 3 clusters
  Score: Raw -64982.069743 + Penalty 2173.310298 = -62808.759445
  nChanged 19
		SP:Iteration 10Q (39080.050000 sec): 3 clusters
  Score: Raw -65014.532745 + Penalty 2173.310298 = -62841.222448
  nChanged 19
		SP:Iteration 11Q (39080.130000 sec): 3 clusters
  Score: Raw -65041.103438 + Penalty 2173.310298 = -62867.793141
  nChanged 9
		SP:Iteration 12Q (39080.290000 sec): 3 clusters
  Score: Raw -65054.724000 + Penalty 2173.310298 = -62881.413702
  nChanged 7
		SP:Iteration 13Q (39080.460000 sec): 3 clusters
  Score: Raw -65062.372915 + Penalty 2173.310298 = -62889.062618
  nChanged 2
		SP:Iteration 14Q (39080.640000 sec): 3 clusters
  Score: Raw -65063.439067 + Penalty 2173.310298 = -62890.128769
  nChanged 0
		SP:Iteration 15F (39080.800000 sec): 3 clusters
  Score: Raw -65063.439067 + Penalty 2173.310298 = -62890.128769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39080.880000 sec): 2 clusters
  Score: Raw -221917.822670 + Penalty 1302.866038 = -220614.956631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39081.050000 sec): 3 clusters
  Score: Raw -220478.946051 + Penalty 2605.732077 = -217873.213974
  nChanged 1138
		SP:Iteration 1F (39081.220000 sec): 3 clusters
  Score: Raw -221252.445747 + Penalty 2605.732077 = -218646.713670
  nChanged 287
		SP:Iteration 2F (39081.400000 sec): 3 clusters
  Score: Raw -221563.849145 + Penalty 2605.732077 = -218958.117068
  nChanged 272
		SP:Iteration 3F (39081.570000 sec): 3 clusters
  Score: Raw -221892.226110 + Penalty 2605.732077 = -219286.494033
  nChanged 216
		SP:Iteration 4F (39081.740000 sec): 3 clusters
  Score: Raw -222147.036962 + Penalty 2605.732077 = -219541.304885
  nChanged 196
		SP:Iteration 5F (39081.920000 sec): 3 clusters
  Score: Raw -222356.624119 + Penalty 2605.732077 = -219750.892043
  nChanged 139
		SP:Iteration 6Q (39082.090000 sec): 3 clusters
  Score: Raw -222467.721212 + Penalty 2605.732077 = -219861.989135
  nChanged 87
		SP:Iteration 7Q (39082.260000 sec): 3 clusters
  Score: Raw -222531.325224 + Penalty 2605.732077 = -219925.593147
  nChanged 72
		SP:Iteration 8Q (39082.440000 sec): 3 clusters
  Score: Raw -222575.337080 + Penalty 2605.732077 = -219969.605003
  nChanged 44
		SP:Iteration 9Q (39082.610000 sec): 3 clusters
  Score: Raw -222600.601618 + Penalty 2605.732077 = -219994.869541
  nChanged 35
		SP:Iteration 10Q (39082.780000 sec): 3 clusters
  Score: Raw -222616.759883 + Penalty 2605.732077 = -220011.027806
  nChanged 22
		SP:Iteration 11Q (39082.960000 sec): 3 clusters
  Score: Raw -222625.769850 + Penalty 2605.732077 = -220020.037773
  nChanged 11
		SP:Iteration 12Q (39083.130000 sec): 3 clusters
  Score: Raw -222628.474494 + Penalty 2605.732077 = -220022.742417
  nChanged 8
		SP:Iteration 13Q (39083.300000 sec): 3 clusters
  Score: Raw -222631.838402 + Penalty 2605.732077 = -220026.106325
  nChanged 8
		SP:Iteration 14Q (39083.480000 sec): 3 clusters
  Score: Raw -222634.274203 + Penalty 2605.732077 = -220028.542126
  nChanged 8
		SP:Iteration 15Q (39083.650000 sec): 3 clusters
  Score: Raw -222638.830408 + Penalty 2605.732077 = -220033.098331
  nChanged 7
		SP:Iteration 16Q (39083.820000 sec): 3 clusters
  Score: Raw -222644.198061 + Penalty 2605.732077 = -220038.465984
  nChanged 15
		SP:Iteration 17Q (39083.990000 sec): 3 clusters
  Score: Raw -222651.168032 + Penalty 2605.732077 = -220045.435955
  nChanged 7
		SP:Iteration 18Q (39084.160000 sec): 3 clusters
  Score: Raw -222652.770527 + Penalty 2605.732077 = -220047.038450
  nChanged 4
		SP:Iteration 19Q (39084.340000 sec): 3 clusters
  Score: Raw -222654.219471 + Penalty 2605.732077 = -220048.487394
  nChanged 3
		SP:Iteration 20F (39084.510000 sec): 3 clusters
  Score: Raw -222655.298767 + Penalty 2605.732077 = -220049.566690
  nChanged 5
		SP:Iteration 21Q (39084.680000 sec): 3 clusters
  Score: Raw -222656.503010 + Penalty 2605.732077 = -220050.770933
  nChanged 8
		SP:Iteration 22Q (39084.860000 sec): 3 clusters
  Score: Raw -222658.520176 + Penalty 2605.732077 = -220052.788099
  nChanged 10
		SP:Iteration 23Q (39085.030000 sec): 3 clusters
  Score: Raw -222662.165841 + Penalty 2605.732077 = -220056.433764
  nChanged 8
		SP:Iteration 24Q (39085.200000 sec): 3 clusters
  Score: Raw -222664.511162 + Penalty 2605.732077 = -220058.779085
  nChanged 5
		SP:Iteration 25Q (39085.380000 sec): 3 clusters
  Score: Raw -222666.112326 + Penalty 2605.732077 = -220060.380249
  nChanged 5
		SP:Iteration 26Q (39085.550000 sec): 3 clusters
  Score: Raw -222667.762601 + Penalty 2605.732077 = -220062.030524
  nChanged 6
		SP:Iteration 27Q (39085.720000 sec): 3 clusters
  Score: Raw -222669.952187 + Penalty 2605.732077 = -220064.220110
  nChanged 6
		SP:Iteration 28Q (39085.880000 sec): 3 clusters
  Score: Raw -222673.503558 + Penalty 2605.732077 = -220067.771481
  nChanged 12
		SP:Iteration 29Q (39086.040000 sec): 3 clusters
  Score: Raw -222678.581588 + Penalty 2605.732077 = -220072.849511
  nChanged 11
		SP:Iteration 30Q (39086.200000 sec): 3 clusters
  Score: Raw -222685.064560 + Penalty 2605.732077 = -220079.332483
  nChanged 16
		SP:Iteration 31Q (39086.370000 sec): 3 clusters
  Score: Raw -222693.792545 + Penalty 2605.732077 = -220088.060468
  nChanged 26
		SP:Iteration 32Q (39086.550000 sec): 3 clusters
  Score: Raw -222704.049958 + Penalty 2605.732077 = -220098.317881
  nChanged 13
		SP:Iteration 33Q (39086.720000 sec): 3 clusters
  Score: Raw -222709.820059 + Penalty 2605.732077 = -220104.087983
  nChanged 20
		SP:Iteration 34Q (39086.900000 sec): 3 clusters
  Score: Raw -222719.737026 + Penalty 2605.732077 = -220114.004949
  nChanged 22
		SP:Iteration 35Q (39087.070000 sec): 3 clusters
  Score: Raw -222730.031072 + Penalty 2605.732077 = -220124.298995
  nChanged 23
		SP:Iteration 36Q (39087.240000 sec): 3 clusters
  Score: Raw -222745.737025 + Penalty 2605.732077 = -220140.004948
  nChanged 31
		SP:Iteration 37Q (39087.420000 sec): 3 clusters
  Score: Raw -222766.522124 + Penalty 2605.732077 = -220160.790047
  nChanged 42
		SP:Iteration 38Q (39087.590000 sec): 3 clusters
  Score: Raw -222801.189146 + Penalty 2605.732077 = -220195.457069
  nChanged 58
		SP:Iteration 39Q (39087.760000 sec): 3 clusters
  Score: Raw -222858.210125 + Penalty 2605.732077 = -220252.478048
  nChanged 51
		SP:Iteration 40F (39087.940000 sec): 3 clusters
  Score: Raw -222894.965382 + Penalty 2605.732077 = -220289.233305
  nChanged 38
		SP:Iteration 41Q (39088.110000 sec): 3 clusters
  Score: Raw -222922.692709 + Penalty 2605.732077 = -220316.960632
  nChanged 39
		SP:Iteration 42Q (39088.280000 sec): 3 clusters
  Score: Raw -222950.851472 + Penalty 2605.732077 = -220345.119395
  nChanged 27
		SP:Iteration 43Q (39088.460000 sec): 3 clusters
  Score: Raw -222969.403099 + Penalty 2605.732077 = -220363.671022
  nChanged 23
		SP:Iteration 44Q (39088.630000 sec): 3 clusters
  Score: Raw -222987.398766 + Penalty 2605.732077 = -220381.666689
  nChanged 20
		SP:Iteration 45Q (39088.800000 sec): 3 clusters
  Score: Raw -223001.586739 + Penalty 2605.732077 = -220395.854662
  nChanged 17
		SP:Iteration 46Q (39088.980000 sec): 3 clusters
  Score: Raw -223014.755743 + Penalty 2605.732077 = -220409.023666
  nChanged 21
		SP:Iteration 47Q (39089.150000 sec): 3 clusters
  Score: Raw -223031.666067 + Penalty 2605.732077 = -220425.933990
  nChanged 18
		SP:Iteration 48Q (39089.320000 sec): 3 clusters
  Score: Raw -223043.125446 + Penalty 2605.732077 = -220437.393369
  nChanged 19
		SP:Iteration 49Q (39089.500000 sec): 3 clusters
  Score: Raw -223055.960824 + Penalty 2605.732077 = -220450.228747
  nChanged 20
		SP:Iteration 50Q (39089.670000 sec): 3 clusters
  Score: Raw -223070.807983 + Penalty 2605.732077 = -220465.075906
  nChanged 16
		SP:Iteration 51Q (39089.840000 sec): 3 clusters
  Score: Raw -223079.947564 + Penalty 2605.732077 = -220474.215487
  nChanged 9
		SP:Iteration 52Q (39090.010000 sec): 3 clusters
  Score: Raw -223083.954060 + Penalty 2605.732077 = -220478.221983
  nChanged 9
		SP:Iteration 53Q (39090.190000 sec): 3 clusters
  Score: Raw -223089.160807 + Penalty 2605.732077 = -220483.428730
  nChanged 10
		SP:Iteration 54Q (39090.360000 sec): 3 clusters
  Score: Raw -223094.449631 + Penalty 2605.732077 = -220488.717554
  nChanged 12
		SP:Iteration 55Q (39090.540000 sec): 3 clusters
  Score: Raw -223100.041001 + Penalty 2605.732077 = -220494.308924
  nChanged 11
		SP:Iteration 56Q (39090.710000 sec): 3 clusters
  Score: Raw -223105.600054 + Penalty 2605.732077 = -220499.867977
  nChanged 11
		SP:Iteration 57Q (39090.880000 sec): 3 clusters
  Score: Raw -223110.289518 + Penalty 2605.732077 = -220504.557441
  nChanged 8
		SP:Iteration 58Q (39091.060000 sec): 3 clusters
  Score: Raw -223113.990066 + Penalty 2605.732077 = -220508.257989
  nChanged 7
		SP:Iteration 59Q (39091.230000 sec): 3 clusters
  Score: Raw -223116.610135 + Penalty 2605.732077 = -220510.878058
  nChanged 2
		SP:Iteration 60F (39091.400000 sec): 3 clusters
  Score: Raw -223117.207686 + Penalty 2605.732077 = -220511.475609
  nChanged 2
		SP:Iteration 61Q (39091.580000 sec): 3 clusters
  Score: Raw -223117.829020 + Penalty 2605.732077 = -220512.096943
  nChanged 2
		SP:Iteration 62Q (39091.750000 sec): 3 clusters
  Score: Raw -223118.505303 + Penalty 2605.732077 = -220512.773226
  nChanged 4
		SP:Iteration 63Q (39091.930000 sec): 3 clusters
  Score: Raw -223119.873227 + Penalty 2605.732077 = -220514.141150
  nChanged 1
		SP:Iteration 64Q (39092.110000 sec): 3 clusters
  Score: Raw -223120.459342 + Penalty 2605.732077 = -220514.727265
  nChanged 2
		SP:Iteration 65Q (39092.280000 sec): 3 clusters
  Score: Raw -223121.500111 + Penalty 2605.732077 = -220515.768034
  nChanged 1
		SP:Iteration 66Q (39092.460000 sec): 3 clusters
  Score: Raw -223121.780967 + Penalty 2605.732077 = -220516.048890
  nChanged 0
		SP:Iteration 67F (39092.630000 sec): 3 clusters
  Score: Raw -223121.780967 + Penalty 2605.732077 = -220516.048890
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39092.900000 sec): 2 clusters
  Score: Raw -3011154.251310 + Penalty 1700.333202 = -3009453.918107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39093.360000 sec): 3 clusters
  Score: Raw -2989299.500667 + Penalty 3400.666404 = -2985898.834262
  nChanged 16244
		SP:Iteration 1F (39093.760000 sec): 3 clusters
  Score: Raw -2998162.500656 + Penalty 3400.666404 = -2994761.834252
  nChanged 1444
		SP:Iteration 2Q (39094.180000 sec): 3 clusters
  Score: Raw -2998608.481750 + Penalty 3400.666404 = -2995207.815346
  nChanged 1522
		SP:Iteration 3Q (39094.640000 sec): 3 clusters
  Score: Raw -2999110.406925 + Penalty 3400.666404 = -2995709.740521
  nChanged 1650
		SP:Iteration 4Q (39095.050000 sec): 3 clusters
  Score: Raw -2999729.827198 + Penalty 3400.666404 = -2996329.160794
  nChanged 1875
		SP:Iteration 5F (39095.460000 sec): 3 clusters
  Score: Raw -3000626.800574 + Penalty 3400.666404 = -2997226.134169
  nChanged 2231
		SP:Iteration 6F (39095.890000 sec): 3 clusters
  Score: Raw -3001932.260468 + Penalty 3400.666404 = -2998531.594063
  nChanged 2478
		SP:Iteration 7F (39096.320000 sec): 3 clusters
  Score: Raw -3003601.919069 + Penalty 3400.666404 = -3000201.252665
  nChanged 2393
		SP:Iteration 8F (39096.710000 sec): 3 clusters
  Score: Raw -3005458.152704 + Penalty 3400.666404 = -3002057.486299
  nChanged 2241
		SP:Iteration 9F (39097.090000 sec): 3 clusters
  Score: Raw -3007381.970994 + Penalty 3400.666404 = -3003981.304589
  nChanged 1763
		SP:Iteration 10F (39097.570000 sec): 3 clusters
  Score: Raw -3008964.696408 + Penalty 3400.666404 = -3005564.030004
  nChanged 1208
		SP:Iteration 11Q (39097.970000 sec): 3 clusters
  Score: Raw -3010052.785184 + Penalty 3400.666404 = -3006652.118780
  nChanged 677
		SP:Iteration 12Q (39098.390000 sec): 3 clusters
  Score: Raw -3010687.422578 + Penalty 3400.666404 = -3007286.756174
  nChanged 339
		SP:Iteration 13Q (39098.840000 sec): 3 clusters
  Score: Raw -3010989.225160 + Penalty 3400.666404 = -3007588.558756
  nChanged 156
		SP:Iteration 14Q (39099.310000 sec): 3 clusters
  Score: Raw -3011120.214912 + Penalty 3400.666404 = -3007719.548507
  nChanged 96
		SP:Iteration 15Q (39099.730000 sec): 3 clusters
  Score: Raw -3011204.890596 + Penalty 3400.666404 = -3007804.224191
  nChanged 62
		SP:Iteration 16Q (39100.150000 sec): 3 clusters
  Score: Raw -3011258.755557 + Penalty 3400.666404 = -3007858.089152
  nChanged 41
		SP:Iteration 17Q (39100.530000 sec): 3 clusters
  Score: Raw -3011298.140898 + Penalty 3400.666404 = -3007897.474493
  nChanged 29
		SP:Iteration 18Q (39100.950000 sec): 3 clusters
  Score: Raw -3011326.950343 + Penalty 3400.666404 = -3007926.283938
  nChanged 24
		SP:Iteration 19Q (39101.360000 sec): 3 clusters
  Score: Raw -3011351.600209 + Penalty 3400.666404 = -3007950.933805
  nChanged 17
		SP:Iteration 20F (39101.750000 sec): 3 clusters
  Score: Raw -3011366.940394 + Penalty 3400.666404 = -3007966.273989
  nChanged 12
		SP:Iteration 21Q (39102.070000 sec): 3 clusters
  Score: Raw -3011374.411084 + Penalty 3400.666404 = -3007973.744680
  nChanged 6
		SP:Iteration 22Q (39102.460000 sec): 3 clusters
  Score: Raw -3011377.562985 + Penalty 3400.666404 = -3007976.896580
  nChanged 4
		SP:Iteration 23Q (39102.830000 sec): 3 clusters
  Score: Raw -3011380.835971 + Penalty 3400.666404 = -3007980.169567
  nChanged 4
		SP:Iteration 24Q (39103.220000 sec): 3 clusters
  Score: Raw -3011384.193410 + Penalty 3400.666404 = -3007983.527006
  nChanged 5
		SP:Iteration 25Q (39103.570000 sec): 3 clusters
  Score: Raw -3011389.998504 + Penalty 3400.666404 = -3007989.332099
  nChanged 3
		SP:Iteration 26Q (39103.920000 sec): 3 clusters
  Score: Raw -3011391.992189 + Penalty 3400.666404 = -3007991.325785
  nChanged 1
		SP:Iteration 27Q (39104.260000 sec): 3 clusters
  Score: Raw -3011392.766293 + Penalty 3400.666404 = -3007992.099889
  nChanged 0
		SP:Iteration 28F (39104.670000 sec): 3 clusters
  Score: Raw -3011392.766293 + Penalty 3400.666404 = -3007992.099889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39104.760000 sec): 2 clusters
  Score: Raw -208613.896352 + Penalty 1306.990894 = -207306.905458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39104.930000 sec): 3 clusters
  Score: Raw -207136.328586 + Penalty 2613.981788 = -204522.346799
  nChanged 1182
		SP:Iteration 1F (39105.110000 sec): 3 clusters
  Score: Raw -207982.434345 + Penalty 2613.981788 = -205368.452557
  nChanged 309
		SP:Iteration 2F (39105.290000 sec): 3 clusters
  Score: Raw -208294.010595 + Penalty 2613.981788 = -205680.028807
  nChanged 232
		SP:Iteration 3F (39105.460000 sec): 3 clusters
  Score: Raw -208598.179601 + Penalty 2613.981788 = -205984.197813
  nChanged 192
		SP:Iteration 4F (39105.640000 sec): 3 clusters
  Score: Raw -208854.691509 + Penalty 2613.981788 = -206240.709722
  nChanged 170
		SP:Iteration 5F (39105.810000 sec): 3 clusters
  Score: Raw -209043.827851 + Penalty 2613.981788 = -206429.846063
  nChanged 144
		SP:Iteration 6Q (39105.990000 sec): 3 clusters
  Score: Raw -209181.209525 + Penalty 2613.981788 = -206567.227737
  nChanged 103
		SP:Iteration 7Q (39106.210000 sec): 3 clusters
  Score: Raw -209273.601646 + Penalty 2613.981788 = -206659.619858
  nChanged 99
		SP:Iteration 8Q (39106.350000 sec): 3 clusters
  Score: Raw -209362.694766 + Penalty 2613.981788 = -206748.712979
  nChanged 83
		SP:Iteration 9Q (39106.510000 sec): 3 clusters
  Score: Raw -209420.731951 + Penalty 2613.981788 = -206806.750164
  nChanged 70
		SP:Iteration 10Q (39106.670000 sec): 3 clusters
  Score: Raw -209457.264820 + Penalty 2613.981788 = -206843.283032
  nChanged 51
		SP:Iteration 11Q (39106.830000 sec): 3 clusters
  Score: Raw -209488.745404 + Penalty 2613.981788 = -206874.763616
  nChanged 49
		SP:Iteration 12Q (39106.990000 sec): 3 clusters
  Score: Raw -209515.254363 + Penalty 2613.981788 = -206901.272576
  nChanged 39
		SP:Iteration 13Q (39107.150000 sec): 3 clusters
  Score: Raw -209537.301815 + Penalty 2613.981788 = -206923.320028
  nChanged 31
		SP:Iteration 14Q (39107.320000 sec): 3 clusters
  Score: Raw -209555.127940 + Penalty 2613.981788 = -206941.146152
  nChanged 25
		SP:Iteration 15Q (39107.500000 sec): 3 clusters
  Score: Raw -209566.810607 + Penalty 2613.981788 = -206952.828819
  nChanged 25
		SP:Iteration 16Q (39107.670000 sec): 3 clusters
  Score: Raw -209579.698273 + Penalty 2613.981788 = -206965.716485
  nChanged 22
		SP:Iteration 17Q (39107.850000 sec): 3 clusters
  Score: Raw -209591.669990 + Penalty 2613.981788 = -206977.688202
  nChanged 21
		SP:Iteration 18Q (39108.030000 sec): 3 clusters
  Score: Raw -209601.831841 + Penalty 2613.981788 = -206987.850053
  nChanged 15
		SP:Iteration 19Q (39108.200000 sec): 3 clusters
  Score: Raw -209606.778030 + Penalty 2613.981788 = -206992.796242
  nChanged 9
		SP:Iteration 20F (39108.380000 sec): 3 clusters
  Score: Raw -209611.018152 + Penalty 2613.981788 = -206997.036364
  nChanged 14
		SP:Iteration 21Q (39108.550000 sec): 3 clusters
  Score: Raw -209616.975082 + Penalty 2613.981788 = -207002.993294
  nChanged 16
		SP:Iteration 22Q (39108.730000 sec): 3 clusters
  Score: Raw -209625.336482 + Penalty 2613.981788 = -207011.354694
  nChanged 14
		SP:Iteration 23Q (39108.910000 sec): 3 clusters
  Score: Raw -209631.410108 + Penalty 2613.981788 = -207017.428320
  nChanged 17
		SP:Iteration 24Q (39109.080000 sec): 3 clusters
  Score: Raw -209636.951663 + Penalty 2613.981788 = -207022.969876
  nChanged 13
		SP:Iteration 25Q (39109.260000 sec): 3 clusters
  Score: Raw -209640.673650 + Penalty 2613.981788 = -207026.691862
  nChanged 12
		SP:Iteration 26Q (39109.430000 sec): 3 clusters
  Score: Raw -209645.548878 + Penalty 2613.981788 = -207031.567090
  nChanged 15
		SP:Iteration 27Q (39109.610000 sec): 3 clusters
  Score: Raw -209650.132692 + Penalty 2613.981788 = -207036.150904
  nChanged 11
		SP:Iteration 28Q (39109.790000 sec): 3 clusters
  Score: Raw -209655.071431 + Penalty 2613.981788 = -207041.089644
  nChanged 9
		SP:Iteration 29Q (39109.960000 sec): 3 clusters
  Score: Raw -209658.439600 + Penalty 2613.981788 = -207044.457812
  nChanged 14
		SP:Iteration 30Q (39110.140000 sec): 3 clusters
  Score: Raw -209664.075507 + Penalty 2613.981788 = -207050.093720
  nChanged 13
		SP:Iteration 31Q (39110.310000 sec): 3 clusters
  Score: Raw -209670.520447 + Penalty 2613.981788 = -207056.538659
  nChanged 15
		SP:Iteration 32Q (39110.490000 sec): 3 clusters
  Score: Raw -209675.712419 + Penalty 2613.981788 = -207061.730631
  nChanged 13
		SP:Iteration 33Q (39110.660000 sec): 3 clusters
  Score: Raw -209683.435456 + Penalty 2613.981788 = -207069.453669
  nChanged 15
		SP:Iteration 34Q (39110.840000 sec): 3 clusters
  Score: Raw -209693.068485 + Penalty 2613.981788 = -207079.086697
  nChanged 12
		SP:Iteration 35Q (39111.010000 sec): 3 clusters
  Score: Raw -209697.716861 + Penalty 2613.981788 = -207083.735073
  nChanged 7
		SP:Iteration 36Q (39111.190000 sec): 3 clusters
  Score: Raw -209699.755203 + Penalty 2613.981788 = -207085.773415
  nChanged 6
		SP:Iteration 37Q (39111.370000 sec): 3 clusters
  Score: Raw -209701.620427 + Penalty 2613.981788 = -207087.638639
  nChanged 3
		SP:Iteration 38Q (39111.540000 sec): 3 clusters
  Score: Raw -209702.142227 + Penalty 2613.981788 = -207088.160439
  nChanged 4
		SP:Iteration 39Q (39111.720000 sec): 3 clusters
  Score: Raw -209702.982981 + Penalty 2613.981788 = -207089.001193
  nChanged 1
		SP:Iteration 40F (39111.970000 sec): 3 clusters
  Score: Raw -209703.073538 + Penalty 2613.981788 = -207089.091750
  nChanged 3
		SP:Iteration 41Q (39112.110000 sec): 3 clusters
  Score: Raw -209703.540378 + Penalty 2613.981788 = -207089.558590
  nChanged 1
		SP:Iteration 42Q (39112.280000 sec): 3 clusters
  Score: Raw -209703.638411 + Penalty 2613.981788 = -207089.656624
  nChanged 2
		SP:Iteration 43Q (39112.490000 sec): 3 clusters
  Score: Raw -209704.381396 + Penalty 2613.981788 = -207090.399608
  nChanged 1
		SP:Iteration 44Q (39112.630000 sec): 3 clusters
  Score: Raw -209704.518522 + Penalty 2613.981788 = -207090.536734
  nChanged 0
		SP:Iteration 45F (39112.790000 sec): 3 clusters
  Score: Raw -209704.518522 + Penalty 2613.981788 = -207090.536734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39112.910000 sec): 2 clusters
  Score: Raw -421713.452317 + Penalty 1397.540096 = -420315.912220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39113.080000 sec): 3 clusters
  Score: Raw -418854.716491 + Penalty 2795.080193 = -416059.636298
  nChanged 2272
		SP:Iteration 1F (39113.250000 sec): 3 clusters
  Score: Raw -420140.773654 + Penalty 2795.080193 = -417345.693461
  nChanged 424
		SP:Iteration 2F (39113.430000 sec): 3 clusters
  Score: Raw -420399.946921 + Penalty 2795.080193 = -417604.866729
  nChanged 341
		SP:Iteration 3F (39113.610000 sec): 3 clusters
  Score: Raw -420605.725652 + Penalty 2795.080193 = -417810.645460
  nChanged 308
		SP:Iteration 4F (39113.810000 sec): 3 clusters
  Score: Raw -420791.795544 + Penalty 2795.080193 = -417996.715351
  nChanged 248
		SP:Iteration 5Q (39114.030000 sec): 3 clusters
  Score: Raw -420933.837886 + Penalty 2795.080193 = -418138.757693
  nChanged 221
		SP:Iteration 6Q (39114.170000 sec): 3 clusters
  Score: Raw -421049.260671 + Penalty 2795.080193 = -418254.180478
  nChanged 166
		SP:Iteration 7Q (39114.340000 sec): 3 clusters
  Score: Raw -421126.595581 + Penalty 2795.080193 = -418331.515389
  nChanged 130
		SP:Iteration 8Q (39114.510000 sec): 3 clusters
  Score: Raw -421191.136928 + Penalty 2795.080193 = -418396.056736
  nChanged 126
		SP:Iteration 9Q (39114.680000 sec): 3 clusters
  Score: Raw -421250.438771 + Penalty 2795.080193 = -418455.358578
  nChanged 110
		SP:Iteration 10Q (39114.880000 sec): 3 clusters
  Score: Raw -421296.935456 + Penalty 2795.080193 = -418501.855263
  nChanged 88
		SP:Iteration 11Q (39115.030000 sec): 3 clusters
  Score: Raw -421339.129820 + Penalty 2795.080193 = -418544.049628
  nChanged 81
		SP:Iteration 12Q (39115.220000 sec): 3 clusters
  Score: Raw -421372.247110 + Penalty 2795.080193 = -418577.166918
  nChanged 68
		SP:Iteration 13Q (39115.420000 sec): 3 clusters
  Score: Raw -421394.614721 + Penalty 2795.080193 = -418599.534528
  nChanged 52
		SP:Iteration 14Q (39115.610000 sec): 3 clusters
  Score: Raw -421411.444464 + Penalty 2795.080193 = -418616.364272
  nChanged 37
		SP:Iteration 15Q (39115.760000 sec): 3 clusters
  Score: Raw -421425.337483 + Penalty 2795.080193 = -418630.257291
  nChanged 45
		SP:Iteration 16Q (39115.960000 sec): 3 clusters
  Score: Raw -421441.321535 + Penalty 2795.080193 = -418646.241342
  nChanged 50
		SP:Iteration 17Q (39116.130000 sec): 3 clusters
  Score: Raw -421459.092795 + Penalty 2795.080193 = -418664.012602
  nChanged 49
		SP:Iteration 18Q (39116.310000 sec): 3 clusters
  Score: Raw -421477.867461 + Penalty 2795.080193 = -418682.787268
  nChanged 46
		SP:Iteration 19Q (39116.470000 sec): 3 clusters
  Score: Raw -421494.167690 + Penalty 2795.080193 = -418699.087497
  nChanged 36
		SP:Iteration 20F (39116.630000 sec): 3 clusters
  Score: Raw -421509.999004 + Penalty 2795.080193 = -418714.918812
  nChanged 48
		SP:Iteration 21Q (39116.790000 sec): 3 clusters
  Score: Raw -421530.293981 + Penalty 2795.080193 = -418735.213788
  nChanged 52
		SP:Iteration 22Q (39116.950000 sec): 3 clusters
  Score: Raw -421549.547977 + Penalty 2795.080193 = -418754.467784
  nChanged 54
		SP:Iteration 23Q (39117.100000 sec): 3 clusters
  Score: Raw -421570.819215 + Penalty 2795.080193 = -418775.739023
  nChanged 57
		SP:Iteration 24Q (39117.260000 sec): 3 clusters
  Score: Raw -421597.354252 + Penalty 2795.080193 = -418802.274059
  nChanged 60
		SP:Iteration 25Q (39117.420000 sec): 3 clusters
  Score: Raw -421621.630185 + Penalty 2795.080193 = -418826.549993
  nChanged 63
		SP:Iteration 26Q (39117.580000 sec): 3 clusters
  Score: Raw -421645.485475 + Penalty 2795.080193 = -418850.405282
  nChanged 66
		SP:Iteration 27Q (39117.740000 sec): 3 clusters
  Score: Raw -421675.624578 + Penalty 2795.080193 = -418880.544385
  nChanged 69
		SP:Iteration 28Q (39117.890000 sec): 3 clusters
  Score: Raw -421708.197258 + Penalty 2795.080193 = -418913.117066
  nChanged 57
		SP:Iteration 29Q (39118.070000 sec): 3 clusters
  Score: Raw -421730.496253 + Penalty 2795.080193 = -418935.416061
  nChanged 55
		SP:Iteration 30Q (39118.240000 sec): 3 clusters
  Score: Raw -421756.840845 + Penalty 2795.080193 = -418961.760652
  nChanged 54
		SP:Iteration 31Q (39118.410000 sec): 3 clusters
  Score: Raw -421780.416263 + Penalty 2795.080193 = -418985.336070
  nChanged 52
		SP:Iteration 32Q (39118.580000 sec): 3 clusters
  Score: Raw -421802.690586 + Penalty 2795.080193 = -419007.610394
  nChanged 56
		SP:Iteration 33Q (39118.760000 sec): 3 clusters
  Score: Raw -421830.131515 + Penalty 2795.080193 = -419035.051322
  nChanged 55
		SP:Iteration 34Q (39118.930000 sec): 3 clusters
  Score: Raw -421859.959844 + Penalty 2795.080193 = -419064.879651
  nChanged 60
		SP:Iteration 35Q (39119.100000 sec): 3 clusters
  Score: Raw -421890.433772 + Penalty 2795.080193 = -419095.353580
  nChanged 52
		SP:Iteration 36Q (39119.270000 sec): 3 clusters
  Score: Raw -421916.662138 + Penalty 2795.080193 = -419121.581946
  nChanged 56
		SP:Iteration 37Q (39119.440000 sec): 3 clusters
  Score: Raw -421946.231678 + Penalty 2795.080193 = -419151.151485
  nChanged 47
		SP:Iteration 38Q (39119.620000 sec): 3 clusters
  Score: Raw -421967.577007 + Penalty 2795.080193 = -419172.496814
  nChanged 51
		SP:Iteration 39Q (39119.780000 sec): 3 clusters
  Score: Raw -421993.257218 + Penalty 2795.080193 = -419198.177025
  nChanged 39
		SP:Iteration 40F (39119.960000 sec): 3 clusters
  Score: Raw -422015.804772 + Penalty 2795.080193 = -419220.724580
  nChanged 46
		SP:Iteration 41Q (39120.130000 sec): 3 clusters
  Score: Raw -422033.872096 + Penalty 2795.080193 = -419238.791903
  nChanged 38
		SP:Iteration 42Q (39120.300000 sec): 3 clusters
  Score: Raw -422050.523171 + Penalty 2795.080193 = -419255.442979
  nChanged 37
		SP:Iteration 43Q (39120.470000 sec): 3 clusters
  Score: Raw -422068.311861 + Penalty 2795.080193 = -419273.231669
  nChanged 33
		SP:Iteration 44Q (39120.640000 sec): 3 clusters
  Score: Raw -422081.013288 + Penalty 2795.080193 = -419285.933095
  nChanged 23
		SP:Iteration 45Q (39120.820000 sec): 3 clusters
  Score: Raw -422089.775946 + Penalty 2795.080193 = -419294.695754
  nChanged 22
		SP:Iteration 46Q (39120.990000 sec): 3 clusters
  Score: Raw -422098.322643 + Penalty 2795.080193 = -419303.242450
  nChanged 23
		SP:Iteration 47Q (39121.160000 sec): 3 clusters
  Score: Raw -422106.174448 + Penalty 2795.080193 = -419311.094255
  nChanged 25
		SP:Iteration 48Q (39121.330000 sec): 3 clusters
  Score: Raw -422113.469814 + Penalty 2795.080193 = -419318.389622
  nChanged 14
		SP:Iteration 49Q (39121.500000 sec): 3 clusters
  Score: Raw -422117.840832 + Penalty 2795.080193 = -419322.760640
  nChanged 14
		SP:Iteration 50Q (39121.670000 sec): 3 clusters
  Score: Raw -422122.193234 + Penalty 2795.080193 = -419327.113041
  nChanged 15
		SP:Iteration 51Q (39121.840000 sec): 3 clusters
  Score: Raw -422125.769685 + Penalty 2795.080193 = -419330.689492
  nChanged 14
		SP:Iteration 52Q (39122.020000 sec): 3 clusters
  Score: Raw -422129.757689 + Penalty 2795.080193 = -419334.677496
  nChanged 11
		SP:Iteration 53Q (39122.190000 sec): 3 clusters
  Score: Raw -422132.863349 + Penalty 2795.080193 = -419337.783156
  nChanged 7
		SP:Iteration 54Q (39122.360000 sec): 3 clusters
  Score: Raw -422135.422759 + Penalty 2795.080193 = -419340.342566
  nChanged 6
		SP:Iteration 55Q (39122.530000 sec): 3 clusters
  Score: Raw -422136.857328 + Penalty 2795.080193 = -419341.777136
  nChanged 2
		SP:Iteration 56Q (39122.700000 sec): 3 clusters
  Score: Raw -422137.638173 + Penalty 2795.080193 = -419342.557980
  nChanged 4
		SP:Iteration 57Q (39122.870000 sec): 3 clusters
  Score: Raw -422138.744926 + Penalty 2795.080193 = -419343.664733
  nChanged 3
		SP:Iteration 58Q (39123.050000 sec): 3 clusters
  Score: Raw -422139.215116 + Penalty 2795.080193 = -419344.134924
  nChanged 1
		SP:Iteration 59Q (39123.280000 sec): 3 clusters
  Score: Raw -422139.306426 + Penalty 2795.080193 = -419344.226234
  nChanged 0
		SP:Iteration 60F (39123.470000 sec): 3 clusters
  Score: Raw -422139.306426 + Penalty 2795.080193 = -419344.226234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39123.570000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39123.750000 sec): 3 clusters
  Score: Raw -258848.372602 + Penalty 2629.480333 = -256218.892269
  nChanged 1232
		SP:Iteration 1F (39123.920000 sec): 3 clusters
  Score: Raw -259575.292058 + Penalty 2629.480333 = -256945.811726
  nChanged 271
		SP:Iteration 2F (39124.140000 sec): 3 clusters
  Score: Raw -259754.292446 + Penalty 2629.480333 = -257124.812114
  nChanged 198
		SP:Iteration 3F (39124.280000 sec): 3 clusters
  Score: Raw -259903.937460 + Penalty 2629.480333 = -257274.457127
  nChanged 173
		SP:Iteration 4F (39124.440000 sec): 3 clusters
  Score: Raw -260039.828883 + Penalty 2629.480333 = -257410.348550
  nChanged 169
		SP:Iteration 5F (39124.600000 sec): 3 clusters
  Score: Raw -260154.953581 + Penalty 2629.480333 = -257525.473249
  nChanged 141
		SP:Iteration 6Q (39124.770000 sec): 3 clusters
  Score: Raw -260235.907113 + Penalty 2629.480333 = -257606.426780
  nChanged 125
		SP:Iteration 7Q (39124.950000 sec): 3 clusters
  Score: Raw -260311.740294 + Penalty 2629.480333 = -257682.259961
  nChanged 89
		SP:Iteration 8Q (39125.120000 sec): 3 clusters
  Score: Raw -260360.931815 + Penalty 2629.480333 = -257731.451482
  nChanged 87
		SP:Iteration 9Q (39125.290000 sec): 3 clusters
  Score: Raw -260411.685071 + Penalty 2629.480333 = -257782.204739
  nChanged 75
		SP:Iteration 10Q (39125.470000 sec): 3 clusters
  Score: Raw -260456.107240 + Penalty 2629.480333 = -257826.626908
  nChanged 68
		SP:Iteration 11Q (39125.640000 sec): 3 clusters
  Score: Raw -260487.961835 + Penalty 2629.480333 = -257858.481502
  nChanged 41
		SP:Iteration 12Q (39125.810000 sec): 3 clusters
  Score: Raw -260508.299817 + Penalty 2629.480333 = -257878.819484
  nChanged 36
		SP:Iteration 13Q (39125.990000 sec): 3 clusters
  Score: Raw -260527.840416 + Penalty 2629.480333 = -257898.360083
  nChanged 36
		SP:Iteration 14Q (39126.160000 sec): 3 clusters
  Score: Raw -260546.079380 + Penalty 2629.480333 = -257916.599047
  nChanged 30
		SP:Iteration 15Q (39126.330000 sec): 3 clusters
  Score: Raw -260558.030112 + Penalty 2629.480333 = -257928.549780
  nChanged 22
		SP:Iteration 16Q (39126.510000 sec): 3 clusters
  Score: Raw -260567.118885 + Penalty 2629.480333 = -257937.638552
  nChanged 12
		SP:Iteration 17Q (39126.680000 sec): 3 clusters
  Score: Raw -260573.626297 + Penalty 2629.480333 = -257944.145964
  nChanged 16
		SP:Iteration 18Q (39126.850000 sec): 3 clusters
  Score: Raw -260580.985352 + Penalty 2629.480333 = -257951.505019
  nChanged 21
		SP:Iteration 19Q (39127.030000 sec): 3 clusters
  Score: Raw -260589.738114 + Penalty 2629.480333 = -257960.257782
  nChanged 20
		SP:Iteration 20F (39127.200000 sec): 3 clusters
  Score: Raw -260597.469085 + Penalty 2629.480333 = -257967.988752
  nChanged 8
		SP:Iteration 21Q (39127.370000 sec): 3 clusters
  Score: Raw -260600.743778 + Penalty 2629.480333 = -257971.263445
  nChanged 8
		SP:Iteration 22Q (39127.550000 sec): 3 clusters
  Score: Raw -260603.295520 + Penalty 2629.480333 = -257973.815188
  nChanged 3
		SP:Iteration 23Q (39127.720000 sec): 3 clusters
  Score: Raw -260604.410154 + Penalty 2629.480333 = -257974.929821
  nChanged 4
		SP:Iteration 24Q (39127.900000 sec): 3 clusters
  Score: Raw -260605.518474 + Penalty 2629.480333 = -257976.038141
  nChanged 2
		SP:Iteration 25Q (39128.070000 sec): 3 clusters
  Score: Raw -260606.174281 + Penalty 2629.480333 = -257976.693948
  nChanged 2
		SP:Iteration 26Q (39128.240000 sec): 3 clusters
  Score: Raw -260607.164377 + Penalty 2629.480333 = -257977.684044
  nChanged 2
		SP:Iteration 27Q (39128.420000 sec): 3 clusters
  Score: Raw -260607.872567 + Penalty 2629.480333 = -257978.392234
  nChanged 4
		SP:Iteration 28Q (39128.590000 sec): 3 clusters
  Score: Raw -260609.414038 + Penalty 2629.480333 = -257979.933705
  nChanged 5
		SP:Iteration 29Q (39128.770000 sec): 3 clusters
  Score: Raw -260611.366937 + Penalty 2629.480333 = -257981.886604
  nChanged 5
		SP:Iteration 30Q (39128.940000 sec): 3 clusters
  Score: Raw -260613.240886 + Penalty 2629.480333 = -257983.760553
  nChanged 2
		SP:Iteration 31Q (39129.110000 sec): 3 clusters
  Score: Raw -260614.349853 + Penalty 2629.480333 = -257984.869520
  nChanged 2
		SP:Iteration 32Q (39129.290000 sec): 3 clusters
  Score: Raw -260615.021119 + Penalty 2629.480333 = -257985.540786
  nChanged 0
		SP:Iteration 33F (39129.460000 sec): 3 clusters
  Score: Raw -260615.021119 + Penalty 2629.480333 = -257985.540786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39129.570000 sec): 2 clusters
  Score: Raw -233034.721843 + Penalty 1290.922342 = -231743.799501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39129.730000 sec): 3 clusters
  Score: Raw -231711.898523 + Penalty 2581.844685 = -229130.053838
  nChanged 1057
		SP:Iteration 1F (39129.900000 sec): 3 clusters
  Score: Raw -232393.311481 + Penalty 2581.844685 = -229811.466796
  nChanged 245
		SP:Iteration 2F (39130.080000 sec): 3 clusters
  Score: Raw -232603.837419 + Penalty 2581.844685 = -230021.992734
  nChanged 220
		SP:Iteration 3F (39130.250000 sec): 3 clusters
  Score: Raw -232782.374909 + Penalty 2581.844685 = -230200.530224
  nChanged 159
		SP:Iteration 4F (39130.430000 sec): 3 clusters
  Score: Raw -232918.735991 + Penalty 2581.844685 = -230336.891307
  nChanged 140
		SP:Iteration 5Q (39130.610000 sec): 3 clusters
  Score: Raw -233023.749395 + Penalty 2581.844685 = -230441.904710
  nChanged 105
		SP:Iteration 6Q (39130.780000 sec): 3 clusters
  Score: Raw -233094.566427 + Penalty 2581.844685 = -230512.721742
  nChanged 78
		SP:Iteration 7Q (39130.960000 sec): 3 clusters
  Score: Raw -233152.053741 + Penalty 2581.844685 = -230570.209056
  nChanged 64
		SP:Iteration 8Q (39131.130000 sec): 3 clusters
  Score: Raw -233202.371511 + Penalty 2581.844685 = -230620.526826
  nChanged 48
		SP:Iteration 9Q (39131.310000 sec): 3 clusters
  Score: Raw -233238.867003 + Penalty 2581.844685 = -230657.022318
  nChanged 38
		SP:Iteration 10Q (39131.490000 sec): 3 clusters
  Score: Raw -233264.954317 + Penalty 2581.844685 = -230683.109632
  nChanged 31
		SP:Iteration 11Q (39131.660000 sec): 3 clusters
  Score: Raw -233284.392265 + Penalty 2581.844685 = -230702.547580
  nChanged 18
		SP:Iteration 12Q (39131.840000 sec): 3 clusters
  Score: Raw -233294.396843 + Penalty 2581.844685 = -230712.552158
  nChanged 12
		SP:Iteration 13Q (39132.010000 sec): 3 clusters
  Score: Raw -233302.712468 + Penalty 2581.844685 = -230720.867783
  nChanged 18
		SP:Iteration 14Q (39132.190000 sec): 3 clusters
  Score: Raw -233311.900540 + Penalty 2581.844685 = -230730.055855
  nChanged 8
		SP:Iteration 15Q (39132.370000 sec): 3 clusters
  Score: Raw -233316.416762 + Penalty 2581.844685 = -230734.572077
  nChanged 15
		SP:Iteration 16Q (39132.540000 sec): 3 clusters
  Score: Raw -233325.345693 + Penalty 2581.844685 = -230743.501008
  nChanged 16
		SP:Iteration 17Q (39132.720000 sec): 3 clusters
  Score: Raw -233337.967669 + Penalty 2581.844685 = -230756.122984
  nChanged 18
		SP:Iteration 18Q (39132.890000 sec): 3 clusters
  Score: Raw -233348.367419 + Penalty 2581.844685 = -230766.522734
  nChanged 11
		SP:Iteration 19Q (39133.070000 sec): 3 clusters
  Score: Raw -233352.444581 + Penalty 2581.844685 = -230770.599896
  nChanged 9
		SP:Iteration 20F (39133.250000 sec): 3 clusters
  Score: Raw -233356.519965 + Penalty 2581.844685 = -230774.675280
  nChanged 4
		SP:Iteration 21Q (39133.420000 sec): 3 clusters
  Score: Raw -233358.671229 + Penalty 2581.844685 = -230776.826544
  nChanged 3
		SP:Iteration 22Q (39133.600000 sec): 3 clusters
  Score: Raw -233359.818068 + Penalty 2581.844685 = -230777.973383
  nChanged 5
		SP:Iteration 23Q (39133.770000 sec): 3 clusters
  Score: Raw -233361.619316 + Penalty 2581.844685 = -230779.774631
  nChanged 1
		SP:Iteration 24Q (39133.950000 sec): 3 clusters
  Score: Raw -233361.936800 + Penalty 2581.844685 = -230780.092115
  nChanged 2
		SP:Iteration 25Q (39134.130000 sec): 3 clusters
  Score: Raw -233363.016578 + Penalty 2581.844685 = -230781.171893
  nChanged 1
		SP:Iteration 26Q (39134.300000 sec): 3 clusters
  Score: Raw -233363.372897 + Penalty 2581.844685 = -230781.528212
  nChanged 1
		SP:Iteration 27Q (39134.480000 sec): 3 clusters
  Score: Raw -233363.779654 + Penalty 2581.844685 = -230781.934969
  nChanged 1
		SP:Iteration 28Q (39134.650000 sec): 3 clusters
  Score: Raw -233364.346519 + Penalty 2581.844685 = -230782.501834
  nChanged 1
		SP:Iteration 29Q (39134.830000 sec): 3 clusters
  Score: Raw -233365.624575 + Penalty 2581.844685 = -230783.779890
  nChanged 3
		SP:Iteration 30Q (39135.010000 sec): 3 clusters
  Score: Raw -233368.156234 + Penalty 2581.844685 = -230786.311549
  nChanged 7
		SP:Iteration 31Q (39135.180000 sec): 3 clusters
  Score: Raw -233372.179588 + Penalty 2581.844685 = -230790.334904
  nChanged 9
		SP:Iteration 32Q (39135.360000 sec): 3 clusters
  Score: Raw -233379.288088 + Penalty 2581.844685 = -230797.443404
  nChanged 13
		SP:Iteration 33Q (39135.530000 sec): 3 clusters
  Score: Raw -233387.029187 + Penalty 2581.844685 = -230805.184502
  nChanged 10
		SP:Iteration 34Q (39135.710000 sec): 3 clusters
  Score: Raw -233391.115438 + Penalty 2581.844685 = -230809.270753
  nChanged 6
		SP:Iteration 35Q (39135.890000 sec): 3 clusters
  Score: Raw -233393.891617 + Penalty 2581.844685 = -230812.046932
  nChanged 12
		SP:Iteration 36Q (39136.060000 sec): 3 clusters
  Score: Raw -233401.424308 + Penalty 2581.844685 = -230819.579624
  nChanged 9
		SP:Iteration 37Q (39136.230000 sec): 3 clusters
  Score: Raw -233405.226121 + Penalty 2581.844685 = -230823.381436
  nChanged 5
		SP:Iteration 38Q (39136.410000 sec): 3 clusters
  Score: Raw -233408.124491 + Penalty 2581.844685 = -230826.279806
  nChanged 4
		SP:Iteration 39Q (39136.590000 sec): 3 clusters
  Score: Raw -233409.870036 + Penalty 2581.844685 = -230828.025351
  nChanged 5
		SP:Iteration 40F (39136.760000 sec): 3 clusters
  Score: Raw -233412.225999 + Penalty 2581.844685 = -230830.381314
  nChanged 5
		SP:Iteration 41Q (39136.940000 sec): 3 clusters
  Score: Raw -233414.499299 + Penalty 2581.844685 = -230832.654615
  nChanged 8
		SP:Iteration 42Q (39137.110000 sec): 3 clusters
  Score: Raw -233418.326104 + Penalty 2581.844685 = -230836.481420
  nChanged 9
		SP:Iteration 43Q (39137.290000 sec): 3 clusters
  Score: Raw -233422.293142 + Penalty 2581.844685 = -230840.448458
  nChanged 3
		SP:Iteration 44Q (39137.470000 sec): 3 clusters
  Score: Raw -233424.461252 + Penalty 2581.844685 = -230842.616568
  nChanged 5
		SP:Iteration 45Q (39137.640000 sec): 3 clusters
  Score: Raw -233427.125260 + Penalty 2581.844685 = -230845.280575
  nChanged 3
		SP:Iteration 46Q (39137.820000 sec): 3 clusters
  Score: Raw -233428.296804 + Penalty 2581.844685 = -230846.452119
  nChanged 4
		SP:Iteration 47Q (39137.990000 sec): 3 clusters
  Score: Raw -233430.271844 + Penalty 2581.844685 = -230848.427160
  nChanged 4
		SP:Iteration 48Q (39138.170000 sec): 3 clusters
  Score: Raw -233432.300285 + Penalty 2581.844685 = -230850.455600
  nChanged 4
		SP:Iteration 49Q (39138.350000 sec): 3 clusters
  Score: Raw -233434.510158 + Penalty 2581.844685 = -230852.665473
  nChanged 9
		SP:Iteration 50Q (39138.520000 sec): 3 clusters
  Score: Raw -233440.168054 + Penalty 2581.844685 = -230858.323369
  nChanged 14
		SP:Iteration 51Q (39138.700000 sec): 3 clusters
  Score: Raw -233447.030383 + Penalty 2581.844685 = -230865.185699
  nChanged 6
		SP:Iteration 52Q (39138.870000 sec): 3 clusters
  Score: Raw -233449.979044 + Penalty 2581.844685 = -230868.134359
  nChanged 8
		SP:Iteration 53Q (39139.050000 sec): 3 clusters
  Score: Raw -233453.245982 + Penalty 2581.844685 = -230871.401297
  nChanged 1
		SP:Iteration 54Q (39139.220000 sec): 3 clusters
  Score: Raw -233454.164877 + Penalty 2581.844685 = -230872.320193
  nChanged 1
		SP:Iteration 55Q (39139.380000 sec): 3 clusters
  Score: Raw -233454.456479 + Penalty 2581.844685 = -230872.611794
  nChanged 0
		SP:Iteration 56F (39139.540000 sec): 3 clusters
  Score: Raw -233454.456479 + Penalty 2581.844685 = -230872.611794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39139.620000 sec): 2 clusters
  Score: Raw -43879.229198 + Penalty 1030.021538 = -42849.207660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39139.780000 sec): 3 clusters
  Score: Raw -43876.713375 + Penalty 2060.043075 = -41816.670299
  nChanged 152
		SP:Iteration 1F (39139.950000 sec): 3 clusters
  Score: Raw -44135.798210 + Penalty 2060.043075 = -42075.755134
  nChanged 44
		SP:Iteration 2F (39140.110000 sec): 3 clusters
  Score: Raw -44300.484095 + Penalty 2060.043075 = -42240.441020
  nChanged 38
		SP:Iteration 3F (39140.280000 sec): 3 clusters
  Score: Raw -44593.970440 + Penalty 2060.043075 = -42533.927364
  nChanged 28
		SP:Iteration 4Q (39140.450000 sec): 3 clusters
  Score: Raw -44753.232081 + Penalty 2060.043075 = -42693.189006
  nChanged 18
		SP:Iteration 5Q (39140.630000 sec): 3 clusters
  Score: Raw -44806.555276 + Penalty 2060.043075 = -42746.512200
  nChanged 12
		SP:Iteration 6Q (39140.810000 sec): 3 clusters
  Score: Raw -44834.967239 + Penalty 2060.043075 = -42774.924163
  nChanged 6
		SP:Iteration 7Q (39140.900000 sec): 3 clusters
  Score: Raw -44843.739205 + Penalty 2060.043075 = -42783.696130
  nChanged 3
		SP:Iteration 8Q (39140.910000 sec): 3 clusters
  Score: Raw -44849.500411 + Penalty 2060.043075 = -42789.457336
  nChanged 2
		SP:Iteration 9Q (39140.930000 sec): 3 clusters
  Score: Raw -44852.940487 + Penalty 2060.043075 = -42792.897411
  nChanged 0
		SP:Iteration 10F (39140.940000 sec): 3 clusters
  Score: Raw -44852.940487 + Penalty 2060.043075 = -42792.897411
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39141.050000 sec): 2 clusters
  Score: Raw -227419.963932 + Penalty 1316.670294 = -226103.293638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39141.220000 sec): 3 clusters
  Score: Raw -225893.547729 + Penalty 2633.340588 = -223260.207141
  nChanged 1302
		SP:Iteration 1F (39141.390000 sec): 3 clusters
  Score: Raw -226925.552451 + Penalty 2633.340588 = -224292.211862
  nChanged 335
		SP:Iteration 2F (39141.570000 sec): 3 clusters
  Score: Raw -227288.575417 + Penalty 2633.340588 = -224655.234829
  nChanged 255
		SP:Iteration 3F (39141.750000 sec): 3 clusters
  Score: Raw -227502.380143 + Penalty 2633.340588 = -224869.039555
  nChanged 177
		SP:Iteration 4F (39141.920000 sec): 3 clusters
  Score: Raw -227649.596173 + Penalty 2633.340588 = -225016.255585
  nChanged 131
		SP:Iteration 5Q (39142.100000 sec): 3 clusters
  Score: Raw -227754.594805 + Penalty 2633.340588 = -225121.254217
  nChanged 92
		SP:Iteration 6Q (39142.270000 sec): 3 clusters
  Score: Raw -227819.602039 + Penalty 2633.340588 = -225186.261451
  nChanged 78
		SP:Iteration 7Q (39142.450000 sec): 3 clusters
  Score: Raw -227871.545816 + Penalty 2633.340588 = -225238.205228
  nChanged 74
		SP:Iteration 8Q (39142.630000 sec): 3 clusters
  Score: Raw -227914.568708 + Penalty 2633.340588 = -225281.228120
  nChanged 56
		SP:Iteration 9Q (39142.800000 sec): 3 clusters
  Score: Raw -227947.460283 + Penalty 2633.340588 = -225314.119695
  nChanged 44
		SP:Iteration 10Q (39142.980000 sec): 3 clusters
  Score: Raw -227965.092014 + Penalty 2633.340588 = -225331.751425
  nChanged 28
		SP:Iteration 11Q (39143.150000 sec): 3 clusters
  Score: Raw -227978.782028 + Penalty 2633.340588 = -225345.441440
  nChanged 33
		SP:Iteration 12Q (39143.330000 sec): 3 clusters
  Score: Raw -227995.409241 + Penalty 2633.340588 = -225362.068652
  nChanged 24
		SP:Iteration 13Q (39143.500000 sec): 3 clusters
  Score: Raw -228003.959491 + Penalty 2633.340588 = -225370.618903
  nChanged 17
		SP:Iteration 14Q (39143.680000 sec): 3 clusters
  Score: Raw -228009.430768 + Penalty 2633.340588 = -225376.090179
  nChanged 17
		SP:Iteration 15Q (39143.850000 sec): 3 clusters
  Score: Raw -228014.651566 + Penalty 2633.340588 = -225381.310978
  nChanged 18
		SP:Iteration 16Q (39144.020000 sec): 3 clusters
  Score: Raw -228022.695589 + Penalty 2633.340588 = -225389.355001
  nChanged 21
		SP:Iteration 17Q (39144.200000 sec): 3 clusters
  Score: Raw -228029.572189 + Penalty 2633.340588 = -225396.231601
  nChanged 17
		SP:Iteration 18Q (39144.370000 sec): 3 clusters
  Score: Raw -228037.676633 + Penalty 2633.340588 = -225404.336045
  nChanged 11
		SP:Iteration 19Q (39144.550000 sec): 3 clusters
  Score: Raw -228041.914607 + Penalty 2633.340588 = -225408.574019
  nChanged 8
		SP:Iteration 20F (39144.720000 sec): 3 clusters
  Score: Raw -228044.518671 + Penalty 2633.340588 = -225411.178083
  nChanged 6
		SP:Iteration 21Q (39144.890000 sec): 3 clusters
  Score: Raw -228045.852604 + Penalty 2633.340588 = -225412.512016
  nChanged 3
		SP:Iteration 22Q (39145.070000 sec): 3 clusters
  Score: Raw -228046.873962 + Penalty 2633.340588 = -225413.533373
  nChanged 8
		SP:Iteration 23Q (39145.240000 sec): 3 clusters
  Score: Raw -228048.112302 + Penalty 2633.340588 = -225414.771714
  nChanged 0
		SP:Iteration 24F (39145.410000 sec): 3 clusters
  Score: Raw -228048.112302 + Penalty 2633.340588 = -225414.771714
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39145.500000 sec): 2 clusters
  Score: Raw -114966.309579 + Penalty 1199.696298 = -113766.613281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39145.670000 sec): 3 clusters
  Score: Raw -114315.744613 + Penalty 2399.392596 = -111916.352017
  nChanged 563
		SP:Iteration 1F (39145.850000 sec): 3 clusters
  Score: Raw -114735.431215 + Penalty 2399.392596 = -112336.038619
  nChanged 147
		SP:Iteration 2F (39146.020000 sec): 3 clusters
  Score: Raw -114889.521411 + Penalty 2399.392596 = -112490.128815
  nChanged 95
		SP:Iteration 3F (39146.190000 sec): 3 clusters
  Score: Raw -114992.237887 + Penalty 2399.392596 = -112592.845291
  nChanged 72
		SP:Iteration 4Q (39146.370000 sec): 3 clusters
  Score: Raw -115076.026558 + Penalty 2399.392596 = -112676.633962
  nChanged 60
		SP:Iteration 5Q (39146.540000 sec): 3 clusters
  Score: Raw -115133.383296 + Penalty 2399.392596 = -112733.990700
  nChanged 49
		SP:Iteration 6Q (39146.710000 sec): 3 clusters
  Score: Raw -115169.849221 + Penalty 2399.392596 = -112770.456625
  nChanged 33
		SP:Iteration 7Q (39146.890000 sec): 3 clusters
  Score: Raw -115195.012101 + Penalty 2399.392596 = -112795.619505
  nChanged 24
		SP:Iteration 8Q (39147.060000 sec): 3 clusters
  Score: Raw -115215.229302 + Penalty 2399.392596 = -112815.836706
  nChanged 24
		SP:Iteration 9Q (39147.230000 sec): 3 clusters
  Score: Raw -115238.081062 + Penalty 2399.392596 = -112838.688466
  nChanged 26
		SP:Iteration 10Q (39147.410000 sec): 3 clusters
  Score: Raw -115257.528482 + Penalty 2399.392596 = -112858.135885
  nChanged 22
		SP:Iteration 11Q (39147.580000 sec): 3 clusters
  Score: Raw -115270.476281 + Penalty 2399.392596 = -112871.083685
  nChanged 14
		SP:Iteration 12Q (39147.750000 sec): 3 clusters
  Score: Raw -115279.815531 + Penalty 2399.392596 = -112880.422935
  nChanged 17
		SP:Iteration 13Q (39147.930000 sec): 3 clusters
  Score: Raw -115296.386473 + Penalty 2399.392596 = -112896.993877
  nChanged 19
		SP:Iteration 14Q (39148.100000 sec): 3 clusters
  Score: Raw -115310.912326 + Penalty 2399.392596 = -112911.519730
  nChanged 11
		SP:Iteration 15Q (39148.270000 sec): 3 clusters
  Score: Raw -115316.726885 + Penalty 2399.392596 = -112917.334289
  nChanged 4
		SP:Iteration 16Q (39148.450000 sec): 3 clusters
  Score: Raw -115317.970342 + Penalty 2399.392596 = -112918.577746
  nChanged 3
		SP:Iteration 17Q (39148.620000 sec): 3 clusters
  Score: Raw -115318.579600 + Penalty 2399.392596 = -112919.187004
  nChanged 1
		SP:Iteration 18Q (39148.790000 sec): 3 clusters
  Score: Raw -115318.777291 + Penalty 2399.392596 = -112919.384695
  nChanged 2
		SP:Iteration 19Q (39148.970000 sec): 3 clusters
  Score: Raw -115319.547087 + Penalty 2399.392596 = -112920.154491
  nChanged 4
		SP:Iteration 20F (39149.140000 sec): 3 clusters
  Score: Raw -115320.807706 + Penalty 2399.392596 = -112921.415110
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39149.220000 sec): 2 clusters
  Score: Raw -225225.364457 + Penalty 1284.154209 = -223941.210248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39149.390000 sec): 3 clusters
  Score: Raw -223980.690171 + Penalty 2568.308417 = -221412.381754
  nChanged 1036
		SP:Iteration 1F (39149.570000 sec): 3 clusters
  Score: Raw -224620.821727 + Penalty 2568.308417 = -222052.513310
  nChanged 259
		SP:Iteration 2F (39149.740000 sec): 3 clusters
  Score: Raw -224867.539783 + Penalty 2568.308417 = -222299.231365
  nChanged 221
		SP:Iteration 3F (39149.910000 sec): 3 clusters
  Score: Raw -225100.628132 + Penalty 2568.308417 = -222532.319715
  nChanged 205
		SP:Iteration 4F (39150.090000 sec): 3 clusters
  Score: Raw -225345.381160 + Penalty 2568.308417 = -222777.072743
  nChanged 174
		SP:Iteration 5F (39150.260000 sec): 3 clusters
  Score: Raw -225563.394442 + Penalty 2568.308417 = -222995.086025
  nChanged 155
		SP:Iteration 6F (39150.430000 sec): 3 clusters
  Score: Raw -225722.134151 + Penalty 2568.308417 = -223153.825734
  nChanged 116
		SP:Iteration 7Q (39150.610000 sec): 3 clusters
  Score: Raw -225842.460826 + Penalty 2568.308417 = -223274.152409
  nChanged 82
		SP:Iteration 8Q (39150.780000 sec): 3 clusters
  Score: Raw -225898.357746 + Penalty 2568.308417 = -223330.049329
  nChanged 61
		SP:Iteration 9Q (39150.960000 sec): 3 clusters
  Score: Raw -225935.756893 + Penalty 2568.308417 = -223367.448476
  nChanged 40
		SP:Iteration 10Q (39151.130000 sec): 3 clusters
  Score: Raw -225957.476379 + Penalty 2568.308417 = -223389.167962
  nChanged 24
		SP:Iteration 11Q (39151.310000 sec): 3 clusters
  Score: Raw -225971.643825 + Penalty 2568.308417 = -223403.335408
  nChanged 20
		SP:Iteration 12Q (39151.480000 sec): 3 clusters
  Score: Raw -225979.951197 + Penalty 2568.308417 = -223411.642780
  nChanged 10
		SP:Iteration 13Q (39151.660000 sec): 3 clusters
  Score: Raw -225983.970038 + Penalty 2568.308417 = -223415.661621
  nChanged 12
		SP:Iteration 14Q (39151.840000 sec): 3 clusters
  Score: Raw -225988.499280 + Penalty 2568.308417 = -223420.190863
  nChanged 5
		SP:Iteration 15Q (39152.010000 sec): 3 clusters
  Score: Raw -225989.624055 + Penalty 2568.308417 = -223421.315638
  nChanged 1
		SP:Iteration 16Q (39152.190000 sec): 3 clusters
  Score: Raw -225990.060246 + Penalty 2568.308417 = -223421.751829
  nChanged 2
		SP:Iteration 17Q (39152.360000 sec): 3 clusters
  Score: Raw -225991.389390 + Penalty 2568.308417 = -223423.080973
  nChanged 4
		SP:Iteration 18Q (39152.540000 sec): 3 clusters
  Score: Raw -225992.796411 + Penalty 2568.308417 = -223424.487994
  nChanged 3
		SP:Iteration 19Q (39152.720000 sec): 3 clusters
  Score: Raw -225993.911787 + Penalty 2568.308417 = -223425.603370
  nChanged 3
		SP:Iteration 20F (39152.890000 sec): 3 clusters
  Score: Raw -225994.813056 + Penalty 2568.308417 = -223426.504639
  nChanged 1
		SP:Iteration 21Q (39153.070000 sec): 3 clusters
  Score: Raw -225995.362501 + Penalty 2568.308417 = -223427.054084
  nChanged 1
		SP:Iteration 22Q (39153.240000 sec): 3 clusters
  Score: Raw -225995.656416 + Penalty 2568.308417 = -223427.347999
  nChanged 2
		SP:Iteration 23Q (39153.420000 sec): 3 clusters
  Score: Raw -225996.285101 + Penalty 2568.308417 = -223427.976684
  nChanged 1
		SP:Iteration 24Q (39153.600000 sec): 3 clusters
  Score: Raw -225996.693770 + Penalty 2568.308417 = -223428.385353
  nChanged 3
		SP:Iteration 25Q (39153.770000 sec): 3 clusters
  Score: Raw -225997.902582 + Penalty 2568.308417 = -223429.594165
  nChanged 1
		SP:Iteration 26Q (39153.950000 sec): 3 clusters
  Score: Raw -225998.310615 + Penalty 2568.308417 = -223430.002198
  nChanged 1
		SP:Iteration 27Q (39154.120000 sec): 3 clusters
  Score: Raw -225998.448317 + Penalty 2568.308417 = -223430.139900
  nChanged 1
		SP:Iteration 28Q (39154.300000 sec): 3 clusters
  Score: Raw -225998.876885 + Penalty 2568.308417 = -223430.568468
  nChanged 4
		SP:Iteration 29Q (39154.470000 sec): 3 clusters
  Score: Raw -226000.207407 + Penalty 2568.308417 = -223431.898990
  nChanged 3
		SP:Iteration 30Q (39154.650000 sec): 3 clusters
  Score: Raw -226001.506594 + Penalty 2568.308417 = -223433.198177
  nChanged 1
		SP:Iteration 31Q (39154.820000 sec): 3 clusters
  Score: Raw -226001.641826 + Penalty 2568.308417 = -223433.333409
  nChanged 0
		SP:Iteration 32F (39154.990000 sec): 3 clusters
  Score: Raw -226001.641826 + Penalty 2568.308417 = -223433.333409
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39155.080000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39155.250000 sec): 3 clusters
  Score: Raw -15820.877723 + Penalty 1725.187002 = -14095.690722
  nChanged 28
		SP:Iteration 1F (39155.420000 sec): 3 clusters
  Score: Raw -15921.127141 + Penalty 1725.187002 = -14195.940140
  nChanged 11
		SP:Iteration 2F (39155.600000 sec): 3 clusters
  Score: Raw -15965.164768 + Penalty 1725.187002 = -14239.977767
  nChanged 5
		SP:Iteration 3Q (39155.770000 sec): 3 clusters
  Score: Raw -15987.287028 + Penalty 1725.187002 = -14262.100026
  nChanged 2
		SP:Iteration 4Q (39155.950000 sec): 3 clusters
  Score: Raw -15993.028583 + Penalty 1725.187002 = -14267.841581
  nChanged 1
		SP:Iteration 5Q (39156.120000 sec): 3 clusters
  Score: Raw -15995.879113 + Penalty 1725.187002 = -14270.692111
  nChanged 0
		SP:Iteration 6F (39156.290000 sec): 3 clusters
  Score: Raw -15995.879113 + Penalty 1725.187002 = -14270.692111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39156.380000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39156.550000 sec): 3 clusters
  Score: Raw -35098.082540 + Penalty 2013.844342 = -33084.238198
  nChanged 110
		SP:Iteration 1F (39156.730000 sec): 3 clusters
  Score: Raw -35265.037226 + Penalty 2013.844342 = -33251.192884
  nChanged 32
		SP:Iteration 2F (39156.900000 sec): 3 clusters
  Score: Raw -35338.585338 + Penalty 2013.844342 = -33324.740997
  nChanged 17
		SP:Iteration 3Q (39157.070000 sec): 3 clusters
  Score: Raw -35371.565267 + Penalty 2013.844342 = -33357.720926
  nChanged 16
		SP:Iteration 4Q (39157.250000 sec): 3 clusters
  Score: Raw -35409.567271 + Penalty 2013.844342 = -33395.722929
  nChanged 16
		SP:Iteration 5Q (39157.460000 sec): 3 clusters
  Score: Raw -35440.415432 + Penalty 2013.844342 = -33426.571090
  nChanged 7
		SP:Iteration 6Q (39157.630000 sec): 3 clusters
  Score: Raw -35461.139734 + Penalty 2013.844342 = -33447.295392
  nChanged 8
		SP:Iteration 7Q (39157.810000 sec): 3 clusters
  Score: Raw -35493.001758 + Penalty 2013.844342 = -33479.157417
  nChanged 5
		SP:Iteration 8Q (39157.980000 sec): 3 clusters
  Score: Raw -35508.911013 + Penalty 2013.844342 = -33495.066671
  nChanged 8
		SP:Iteration 9Q (39158.110000 sec): 3 clusters
  Score: Raw -35517.580387 + Penalty 2013.844342 = -33503.736046
  nChanged 3
		SP:Iteration 10Q (39158.290000 sec): 3 clusters
  Score: Raw -35527.649738 + Penalty 2013.844342 = -33513.805396
  nChanged 3
		SP:Iteration 11Q (39158.460000 sec): 3 clusters
  Score: Raw -35530.622169 + Penalty 2013.844342 = -33516.777828
  nChanged 0
		SP:Iteration 12F (39158.630000 sec): 3 clusters
  Score: Raw -35530.622169 + Penalty 2013.844342 = -33516.777828
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39158.720000 sec): 2 clusters
  Score: Raw -119204.818331 + Penalty 1183.336969 = -118021.481362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39158.910000 sec): 3 clusters
  Score: Raw -118643.150538 + Penalty 2366.673939 = -116276.476599
  nChanged 497
		SP:Iteration 1F (39159.070000 sec): 3 clusters
  Score: Raw -119065.141777 + Penalty 2366.673939 = -116698.467838
  nChanged 125
		SP:Iteration 2F (39159.240000 sec): 3 clusters
  Score: Raw -119166.816124 + Penalty 2366.673939 = -116800.142185
  nChanged 54
		SP:Iteration 3Q (39159.420000 sec): 3 clusters
  Score: Raw -119201.667929 + Penalty 2366.673939 = -116834.993990
  nChanged 36
		SP:Iteration 4Q (39159.590000 sec): 3 clusters
  Score: Raw -119225.581548 + Penalty 2366.673939 = -116858.907609
  nChanged 24
		SP:Iteration 5Q (39159.770000 sec): 3 clusters
  Score: Raw -119237.499357 + Penalty 2366.673939 = -116870.825418
  nChanged 11
		SP:Iteration 6Q (39159.950000 sec): 3 clusters
  Score: Raw -119242.938173 + Penalty 2366.673939 = -116876.264234
  nChanged 12
		SP:Iteration 7Q (39160.120000 sec): 3 clusters
  Score: Raw -119248.341794 + Penalty 2366.673939 = -116881.667855
  nChanged 9
		SP:Iteration 8Q (39160.300000 sec): 3 clusters
  Score: Raw -119252.975161 + Penalty 2366.673939 = -116886.301222
  nChanged 11
		SP:Iteration 9Q (39160.470000 sec): 3 clusters
  Score: Raw -119257.237251 + Penalty 2366.673939 = -116890.563312
  nChanged 13
		SP:Iteration 10Q (39160.650000 sec): 3 clusters
  Score: Raw -119262.729299 + Penalty 2366.673939 = -116896.055360
  nChanged 8
		SP:Iteration 11Q (39160.830000 sec): 3 clusters
  Score: Raw -119268.746204 + Penalty 2366.673939 = -116902.072265
  nChanged 12
		SP:Iteration 12Q (39161.000000 sec): 3 clusters
  Score: Raw -119275.404200 + Penalty 2366.673939 = -116908.730261
  nChanged 12
		SP:Iteration 13Q (39161.180000 sec): 3 clusters
  Score: Raw -119284.834174 + Penalty 2366.673939 = -116918.160235
  nChanged 17
		SP:Iteration 14Q (39161.350000 sec): 3 clusters
  Score: Raw -119294.867445 + Penalty 2366.673939 = -116928.193506
  nChanged 6
		SP:Iteration 15Q (39161.530000 sec): 3 clusters
  Score: Raw -119297.503520 + Penalty 2366.673939 = -116930.829581
  nChanged 5
		SP:Iteration 16Q (39161.710000 sec): 3 clusters
  Score: Raw -119304.266606 + Penalty 2366.673939 = -116937.592667
  nChanged 7
		SP:Iteration 17Q (39161.880000 sec): 3 clusters
  Score: Raw -119308.455077 + Penalty 2366.673939 = -116941.781138
  nChanged 7
		SP:Iteration 18Q (39162.060000 sec): 3 clusters
  Score: Raw -119311.289299 + Penalty 2366.673939 = -116944.615361
  nChanged 4
		SP:Iteration 19Q (39162.230000 sec): 3 clusters
  Score: Raw -119313.297094 + Penalty 2366.673939 = -116946.623155
  nChanged 7
		SP:Iteration 20F (39162.410000 sec): 3 clusters
  Score: Raw -119318.334760 + Penalty 2366.673939 = -116951.660821
  nChanged 6
		SP:Iteration 21Q (39162.580000 sec): 3 clusters
  Score: Raw -119321.746258 + Penalty 2366.673939 = -116955.072319
  nChanged 11
		SP:Iteration 22Q (39162.760000 sec): 3 clusters
  Score: Raw -119327.808980 + Penalty 2366.673939 = -116961.135041
  nChanged 10
		SP:Iteration 23Q (39162.930000 sec): 3 clusters
  Score: Raw -119332.610785 + Penalty 2366.673939 = -116965.936846
  nChanged 7
		SP:Iteration 24Q (39163.110000 sec): 3 clusters
  Score: Raw -119337.363938 + Penalty 2366.673939 = -116970.690000
  nChanged 10
		SP:Iteration 25Q (39163.290000 sec): 3 clusters
  Score: Raw -119346.821688 + Penalty 2366.673939 = -116980.147749
  nChanged 15
		SP:Iteration 26Q (39163.460000 sec): 3 clusters
  Score: Raw -119358.911879 + Penalty 2366.673939 = -116992.237940
  nChanged 18
		SP:Iteration 27Q (39163.640000 sec): 3 clusters
  Score: Raw -119370.201318 + Penalty 2366.673939 = -117003.527379
  nChanged 12
		SP:Iteration 28Q (39163.810000 sec): 3 clusters
  Score: Raw -119377.160375 + Penalty 2366.673939 = -117010.486436
  nChanged 10
		SP:Iteration 29Q (39163.990000 sec): 3 clusters
  Score: Raw -119384.276796 + Penalty 2366.673939 = -117017.602857
  nChanged 13
		SP:Iteration 30Q (39164.170000 sec): 3 clusters
  Score: Raw -119393.299333 + Penalty 2366.673939 = -117026.625394
  nChanged 15
		SP:Iteration 31Q (39164.340000 sec): 3 clusters
  Score: Raw -119404.036525 + Penalty 2366.673939 = -117037.362586
  nChanged 16
		SP:Iteration 32Q (39164.520000 sec): 3 clusters
  Score: Raw -119413.914494 + Penalty 2366.673939 = -117047.240555
  nChanged 9
		SP:Iteration 33Q (39164.690000 sec): 3 clusters
  Score: Raw -119420.920040 + Penalty 2366.673939 = -117054.246101
  nChanged 11
		SP:Iteration 34Q (39164.870000 sec): 3 clusters
  Score: Raw -119429.900363 + Penalty 2366.673939 = -117063.226425
  nChanged 15
		SP:Iteration 35Q (39165.050000 sec): 3 clusters
  Score: Raw -119443.735786 + Penalty 2366.673939 = -117077.061848
  nChanged 14
		SP:Iteration 36Q (39165.220000 sec): 3 clusters
  Score: Raw -119455.408000 + Penalty 2366.673939 = -117088.734061
  nChanged 15
		SP:Iteration 37Q (39165.400000 sec): 3 clusters
  Score: Raw -119470.242301 + Penalty 2366.673939 = -117103.568362
  nChanged 15
		SP:Iteration 38Q (39165.570000 sec): 3 clusters
  Score: Raw -119483.509011 + Penalty 2366.673939 = -117116.835072
  nChanged 8
		SP:Iteration 39Q (39165.750000 sec): 3 clusters
  Score: Raw -119488.526173 + Penalty 2366.673939 = -117121.852234
  nChanged 5
		SP:Iteration 40F (39165.930000 sec): 3 clusters
  Score: Raw -119493.300628 + Penalty 2366.673939 = -117126.626689
  nChanged 3
		SP:Iteration 41Q (39166.100000 sec): 3 clusters
  Score: Raw -119496.258813 + Penalty 2366.673939 = -117129.584875
  nChanged 7
		SP:Iteration 42Q (39166.280000 sec): 3 clusters
  Score: Raw -119504.327688 + Penalty 2366.673939 = -117137.653749
  nChanged 5
		SP:Iteration 43Q (39166.450000 sec): 3 clusters
  Score: Raw -119510.082695 + Penalty 2366.673939 = -117143.408756
  nChanged 4
		SP:Iteration 44Q (39166.630000 sec): 3 clusters
  Score: Raw -119513.048052 + Penalty 2366.673939 = -117146.374113
  nChanged 4
		SP:Iteration 45Q (39166.810000 sec): 3 clusters
  Score: Raw -119516.423783 + Penalty 2366.673939 = -117149.749845
  nChanged 3
		SP:Iteration 46Q (39166.980000 sec): 3 clusters
  Score: Raw -119518.770501 + Penalty 2366.673939 = -117152.096562
  nChanged 2
		SP:Iteration 47Q (39167.160000 sec): 3 clusters
  Score: Raw -119520.660304 + Penalty 2366.673939 = -117153.986365
  nChanged 0
		SP:Iteration 48F (39167.330000 sec): 3 clusters
  Score: Raw -119520.660304 + Penalty 2366.673939 = -117153.986365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39167.450000 sec): 2 clusters
  Score: Raw -150814.955736 + Penalty 1244.000980 = -149570.954756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39167.600000 sec): 3 clusters
  Score: Raw -149924.732027 + Penalty 2488.001960 = -147436.730067
  nChanged 771
		SP:Iteration 1F (39167.780000 sec): 3 clusters
  Score: Raw -150474.549360 + Penalty 2488.001960 = -147986.547401
  nChanged 198
		SP:Iteration 2F (39167.950000 sec): 3 clusters
  Score: Raw -150635.338665 + Penalty 2488.001960 = -148147.336705
  nChanged 108
		SP:Iteration 3F (39168.130000 sec): 3 clusters
  Score: Raw -150749.061529 + Penalty 2488.001960 = -148261.059569
  nChanged 93
		SP:Iteration 4Q (39168.310000 sec): 3 clusters
  Score: Raw -150810.106389 + Penalty 2488.001960 = -148322.104429
  nChanged 64
		SP:Iteration 5Q (39168.480000 sec): 3 clusters
  Score: Raw -150850.869679 + Penalty 2488.001960 = -148362.867719
  nChanged 44
		SP:Iteration 6Q (39168.660000 sec): 3 clusters
  Score: Raw -150879.490487 + Penalty 2488.001960 = -148391.488527
  nChanged 31
		SP:Iteration 7Q (39168.830000 sec): 3 clusters
  Score: Raw -150894.958550 + Penalty 2488.001960 = -148406.956591
  nChanged 25
		SP:Iteration 8Q (39169.010000 sec): 3 clusters
  Score: Raw -150907.415206 + Penalty 2488.001960 = -148419.413247
  nChanged 24
		SP:Iteration 9Q (39169.190000 sec): 3 clusters
  Score: Raw -150920.661706 + Penalty 2488.001960 = -148432.659746
  nChanged 20
		SP:Iteration 10Q (39169.360000 sec): 3 clusters
  Score: Raw -150931.864563 + Penalty 2488.001960 = -148443.862604
  nChanged 20
		SP:Iteration 11Q (39169.540000 sec): 3 clusters
  Score: Raw -150942.156516 + Penalty 2488.001960 = -148454.154556
  nChanged 17
		SP:Iteration 12Q (39169.710000 sec): 3 clusters
  Score: Raw -150953.650949 + Penalty 2488.001960 = -148465.648990
  nChanged 23
		SP:Iteration 13Q (39169.890000 sec): 3 clusters
  Score: Raw -150969.237647 + Penalty 2488.001960 = -148481.235688
  nChanged 19
		SP:Iteration 14Q (39170.070000 sec): 3 clusters
  Score: Raw -150978.382040 + Penalty 2488.001960 = -148490.380081
  nChanged 15
		SP:Iteration 15Q (39170.240000 sec): 3 clusters
  Score: Raw -150985.145455 + Penalty 2488.001960 = -148497.143495
  nChanged 14
		SP:Iteration 16Q (39170.410000 sec): 3 clusters
  Score: Raw -150990.848804 + Penalty 2488.001960 = -148502.846845
  nChanged 9
		SP:Iteration 17Q (39170.590000 sec): 3 clusters
  Score: Raw -150994.479609 + Penalty 2488.001960 = -148506.477649
  nChanged 13
		SP:Iteration 18Q (39170.770000 sec): 3 clusters
  Score: Raw -151000.181561 + Penalty 2488.001960 = -148512.179602
  nChanged 11
		SP:Iteration 19Q (39170.940000 sec): 3 clusters
  Score: Raw -151002.789891 + Penalty 2488.001960 = -148514.787931
  nChanged 6
		SP:Iteration 20F (39171.120000 sec): 3 clusters
  Score: Raw -151005.363772 + Penalty 2488.001960 = -148517.361812
  nChanged 8
		SP:Iteration 21Q (39171.290000 sec): 3 clusters
  Score: Raw -151008.314045 + Penalty 2488.001960 = -148520.312085
  nChanged 4
		SP:Iteration 22Q (39171.470000 sec): 3 clusters
  Score: Raw -151009.841770 + Penalty 2488.001960 = -148521.839810
  nChanged 3
		SP:Iteration 23Q (39171.650000 sec): 3 clusters
  Score: Raw -151010.753784 + Penalty 2488.001960 = -148522.751825
  nChanged 7
		SP:Iteration 24Q (39171.820000 sec): 3 clusters
  Score: Raw -151013.570317 + Penalty 2488.001960 = -148525.568358
  nChanged 8
		SP:Iteration 25Q (39172.000000 sec): 3 clusters
  Score: Raw -151016.182711 + Penalty 2488.001960 = -148528.180752
  nChanged 10
		SP:Iteration 26Q (39172.170000 sec): 3 clusters
  Score: Raw -151019.359258 + Penalty 2488.001960 = -148531.357298
  nChanged 9
		SP:Iteration 27Q (39172.350000 sec): 3 clusters
  Score: Raw -151021.646599 + Penalty 2488.001960 = -148533.644639
  nChanged 6
		SP:Iteration 28Q (39172.530000 sec): 3 clusters
  Score: Raw -151023.001736 + Penalty 2488.001960 = -148534.999776
  nChanged 4
		SP:Iteration 29Q (39172.700000 sec): 3 clusters
  Score: Raw -151024.968653 + Penalty 2488.001960 = -148536.966694
  nChanged 4
		SP:Iteration 30Q (39172.880000 sec): 3 clusters
  Score: Raw -151026.787757 + Penalty 2488.001960 = -148538.785797
  nChanged 3
		SP:Iteration 31Q (39173.050000 sec): 3 clusters
  Score: Raw -151027.899877 + Penalty 2488.001960 = -148539.897918
  nChanged 3
		SP:Iteration 32Q (39173.230000 sec): 3 clusters
  Score: Raw -151028.787939 + Penalty 2488.001960 = -148540.785980
  nChanged 4
		SP:Iteration 33Q (39173.410000 sec): 3 clusters
  Score: Raw -151030.242370 + Penalty 2488.001960 = -148542.240410
  nChanged 1
		SP:Iteration 34Q (39173.580000 sec): 3 clusters
  Score: Raw -151030.352287 + Penalty 2488.001960 = -148542.350327
  nChanged 0
		SP:Iteration 35F (39173.760000 sec): 3 clusters
  Score: Raw -151030.352287 + Penalty 2488.001960 = -148542.350327
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39173.840000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39174.020000 sec): 3 clusters
  Score: Raw -16493.710606 + Penalty 1725.187002 = -14768.523604
  nChanged 18
		SP:Iteration 1F (39174.190000 sec): 3 clusters
  Score: Raw -16543.408615 + Penalty 1725.187002 = -14818.221613
  nChanged 3
		SP:Iteration 2Q (39174.370000 sec): 3 clusters
  Score: Raw -16550.546062 + Penalty 1725.187002 = -14825.359060
  nChanged 1
		SP:Iteration 3Q (39174.550000 sec): 3 clusters
  Score: Raw -16555.403274 + Penalty 1725.187002 = -14830.216272
  nChanged 2
		SP:Iteration 4Q (39174.720000 sec): 3 clusters
  Score: Raw -16559.014753 + Penalty 1725.187002 = -14833.827751
  nChanged 1
		SP:Iteration 5Q (39174.900000 sec): 3 clusters
  Score: Raw -16560.211136 + Penalty 1725.187002 = -14835.024135
  nChanged 0
		SP:Iteration 6F (39175.070000 sec): 3 clusters
  Score: Raw -16560.211136 + Penalty 1725.187002 = -14835.024135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39175.160000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39175.350000 sec): 3 clusters
  Score: Raw -33380.513250 + Penalty 1960.753022 = -31419.760228
  nChanged 80
		SP:Iteration 1F (39175.500000 sec): 3 clusters
  Score: Raw -33519.563344 + Penalty 1960.753022 = -31558.810322
  nChanged 23
		SP:Iteration 2F (39175.660000 sec): 3 clusters
  Score: Raw -33548.185655 + Penalty 1960.753022 = -31587.432633
  nChanged 7
		SP:Iteration 3Q (39175.820000 sec): 3 clusters
  Score: Raw -33557.425062 + Penalty 1960.753022 = -31596.672040
  nChanged 7
		SP:Iteration 4Q (39175.980000 sec): 3 clusters
  Score: Raw -33565.570947 + Penalty 1960.753022 = -31604.817925
  nChanged 3
		SP:Iteration 5Q (39176.140000 sec): 3 clusters
  Score: Raw -33571.801041 + Penalty 1960.753022 = -31611.048019
  nChanged 0
		SP:Iteration 6F (39176.300000 sec): 3 clusters
  Score: Raw -33571.801041 + Penalty 1960.753022 = -31611.048019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39176.840000 sec): 2 clusters
  Score: Raw -6013213.281599 + Penalty 1832.203694 = -6011381.077905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39177.690000 sec): 3 clusters
  Score: Raw -5962124.965284 + Penalty 3664.407388 = -5958460.557896
  nChanged 37596
		SP:Iteration 1F (39178.540000 sec): 3 clusters
  Score: Raw -5984970.016354 + Penalty 3664.407388 = -5981305.608967
  nChanged 4125
		SP:Iteration 2F (39179.270000 sec): 3 clusters
  Score: Raw -5986965.290808 + Penalty 3664.407388 = -5983300.883421
  nChanged 5029
		SP:Iteration 3F (39180.110000 sec): 3 clusters
  Score: Raw -5990014.369192 + Penalty 3664.407388 = -5986349.961804
  nChanged 5697
		SP:Iteration 4F (39180.940000 sec): 3 clusters
  Score: Raw -5994228.508412 + Penalty 3664.407388 = -5990564.101024
  nChanged 5941
		SP:Iteration 5F (39181.700000 sec): 3 clusters
  Score: Raw -5999368.239500 + Penalty 3664.407388 = -5995703.832112
  nChanged 5238
		SP:Iteration 6F (39182.420000 sec): 3 clusters
  Score: Raw -6004162.244163 + Penalty 3664.407388 = -6000497.836775
  nChanged 3928
		SP:Iteration 7Q (39183.200000 sec): 3 clusters
  Score: Raw -6007568.795788 + Penalty 3664.407388 = -6003904.388401
  nChanged 2552
		SP:Iteration 8Q (39183.870000 sec): 3 clusters
  Score: Raw -6009525.666289 + Penalty 3664.407388 = -6005861.258901
  nChanged 1737
		SP:Iteration 9Q (39184.580000 sec): 3 clusters
  Score: Raw -6010696.705890 + Penalty 3664.407388 = -6007032.298502
  nChanged 1301
		SP:Iteration 10Q (39185.330000 sec): 3 clusters
  Score: Raw -6011505.439306 + Penalty 3664.407388 = -6007841.031918
  nChanged 984
		SP:Iteration 11Q (39186.090000 sec): 3 clusters
  Score: Raw -6012060.469886 + Penalty 3664.407388 = -6008396.062498
  nChanged 787
		SP:Iteration 12Q (39186.820000 sec): 3 clusters
  Score: Raw -6012493.345582 + Penalty 3664.407388 = -6008828.938194
  nChanged 679
		SP:Iteration 13Q (39187.550000 sec): 3 clusters
  Score: Raw -6012856.541190 + Penalty 3664.407388 = -6009192.133802
  nChanged 492
		SP:Iteration 14Q (39188.320000 sec): 3 clusters
  Score: Raw -6013103.946444 + Penalty 3664.407388 = -6009439.539056
  nChanged 391
		SP:Iteration 15Q (39189.040000 sec): 3 clusters
  Score: Raw -6013312.823044 + Penalty 3664.407388 = -6009648.415656
  nChanged 331
		SP:Iteration 16Q (39189.710000 sec): 3 clusters
  Score: Raw -6013486.194635 + Penalty 3664.407388 = -6009821.787247
  nChanged 240
		SP:Iteration 17Q (39190.480000 sec): 3 clusters
  Score: Raw -6013607.692773 + Penalty 3664.407388 = -6009943.285385
  nChanged 174
		SP:Iteration 18Q (39191.240000 sec): 3 clusters
  Score: Raw -6013692.273209 + Penalty 3664.407388 = -6010027.865822
  nChanged 152
		SP:Iteration 19Q (39191.900000 sec): 3 clusters
  Score: Raw -6013776.809446 + Penalty 3664.407388 = -6010112.402059
  nChanged 126
		SP:Iteration 20F (39192.630000 sec): 3 clusters
  Score: Raw -6013847.326376 + Penalty 3664.407388 = -6010182.918988
  nChanged 113
		SP:Iteration 21Q (39193.320000 sec): 3 clusters
  Score: Raw -6013904.997555 + Penalty 3664.407388 = -6010240.590168
  nChanged 92
		SP:Iteration 22Q (39194.100000 sec): 3 clusters
  Score: Raw -6013944.702874 + Penalty 3664.407388 = -6010280.295487
  nChanged 69
		SP:Iteration 23Q (39194.780000 sec): 3 clusters
  Score: Raw -6013973.399584 + Penalty 3664.407388 = -6010308.992196
  nChanged 62
		SP:Iteration 24Q (39195.450000 sec): 3 clusters
  Score: Raw -6013997.398183 + Penalty 3664.407388 = -6010332.990795
  nChanged 50
		SP:Iteration 25Q (39196.120000 sec): 3 clusters
  Score: Raw -6014013.108963 + Penalty 3664.407388 = -6010348.701575
  nChanged 35
		SP:Iteration 26Q (39196.800000 sec): 3 clusters
  Score: Raw -6014025.854925 + Penalty 3664.407388 = -6010361.447538
  nChanged 33
		SP:Iteration 27Q (39197.520000 sec): 3 clusters
  Score: Raw -6014037.801701 + Penalty 3664.407388 = -6010373.394313
  nChanged 34
		SP:Iteration 28Q (39198.190000 sec): 3 clusters
  Score: Raw -6014050.778693 + Penalty 3664.407388 = -6010386.371305
  nChanged 26
		SP:Iteration 29Q (39198.970000 sec): 3 clusters
  Score: Raw -6014057.745306 + Penalty 3664.407388 = -6010393.337918
  nChanged 19
		SP:Iteration 30Q (39199.680000 sec): 3 clusters
  Score: Raw -6014063.268092 + Penalty 3664.407388 = -6010398.860704
  nChanged 15
		SP:Iteration 31Q (39200.350000 sec): 3 clusters
  Score: Raw -6014068.587967 + Penalty 3664.407388 = -6010404.180579
  nChanged 16
		SP:Iteration 32Q (39200.990000 sec): 3 clusters
  Score: Raw -6014074.187448 + Penalty 3664.407388 = -6010409.780060
  nChanged 22
		SP:Iteration 33Q (39201.600000 sec): 3 clusters
  Score: Raw -6014080.835056 + Penalty 3664.407388 = -6010416.427668
  nChanged 17
		SP:Iteration 34Q (39202.250000 sec): 3 clusters
  Score: Raw -6014085.157696 + Penalty 3664.407388 = -6010420.750308
  nChanged 16
		SP:Iteration 35Q (39202.910000 sec): 3 clusters
  Score: Raw -6014088.944194 + Penalty 3664.407388 = -6010424.536806
  nChanged 12
		SP:Iteration 36Q (39203.550000 sec): 3 clusters
  Score: Raw -6014092.459529 + Penalty 3664.407388 = -6010428.052142
  nChanged 14
		SP:Iteration 37Q (39204.230000 sec): 3 clusters
  Score: Raw -6014096.244567 + Penalty 3664.407388 = -6010431.837179
  nChanged 11
		SP:Iteration 38Q (39204.900000 sec): 3 clusters
  Score: Raw -6014099.474693 + Penalty 3664.407388 = -6010435.067306
  nChanged 6
		SP:Iteration 39Q (39205.590000 sec): 3 clusters
  Score: Raw -6014100.706348 + Penalty 3664.407388 = -6010436.298960
  nChanged 3
		SP:Iteration 40F (39206.370000 sec): 3 clusters
  Score: Raw -6014101.406019 + Penalty 3664.407388 = -6010436.998631
  nChanged 3
		SP:Iteration 41Q (39207.000000 sec): 3 clusters
  Score: Raw -6014101.923211 + Penalty 3664.407388 = -6010437.515823
  nChanged 7
		SP:Iteration 42Q (39207.670000 sec): 3 clusters
  Score: Raw -6014103.477742 + Penalty 3664.407388 = -6010439.070354
  nChanged 3
		SP:Iteration 43Q (39208.350000 sec): 3 clusters
  Score: Raw -6014104.085465 + Penalty 3664.407388 = -6010439.678078
  nChanged 2
		SP:Iteration 44Q (39209.030000 sec): 3 clusters
  Score: Raw -6014104.464553 + Penalty 3664.407388 = -6010440.057166
  nChanged 2
		SP:Iteration 45Q (39209.740000 sec): 3 clusters
  Score: Raw -6014104.722974 + Penalty 3664.407388 = -6010440.315586
  nChanged 1
		SP:Iteration 46Q (39210.460000 sec): 3 clusters
  Score: Raw -6014105.027088 + Penalty 3664.407388 = -6010440.619700
  nChanged 0
		SP:Iteration 47F (39211.270000 sec): 3 clusters
  Score: Raw -6014105.027088 + Penalty 3664.407388 = -6010440.619700
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39211.360000 sec): 2 clusters
  Score: Raw -291494.366701 + Penalty 1343.460456 = -290150.906246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39211.530000 sec): 3 clusters
  Score: Raw -289620.266851 + Penalty 2686.920911 = -286933.345940
  nChanged 1535
		SP:Iteration 1F (39211.710000 sec): 3 clusters
  Score: Raw -290721.991259 + Penalty 2686.920911 = -288035.070347
  nChanged 361
		SP:Iteration 2F (39211.880000 sec): 3 clusters
  Score: Raw -291111.574024 + Penalty 2686.920911 = -288424.653113
  nChanged 284
		SP:Iteration 3F (39212.050000 sec): 3 clusters
  Score: Raw -291351.821836 + Penalty 2686.920911 = -288664.900924
  nChanged 213
		SP:Iteration 4F (39212.230000 sec): 3 clusters
  Score: Raw -291488.360394 + Penalty 2686.920911 = -288801.439483
  nChanged 137
		SP:Iteration 5Q (39212.400000 sec): 3 clusters
  Score: Raw -291558.946058 + Penalty 2686.920911 = -288872.025147
  nChanged 100
		SP:Iteration 6Q (39212.580000 sec): 3 clusters
  Score: Raw -291613.261454 + Penalty 2686.920911 = -288926.340543
  nChanged 81
		SP:Iteration 7Q (39212.750000 sec): 3 clusters
  Score: Raw -291657.274815 + Penalty 2686.920911 = -288970.353904
  nChanged 81
		SP:Iteration 8Q (39212.920000 sec): 3 clusters
  Score: Raw -291698.616177 + Penalty 2686.920911 = -289011.695265
  nChanged 68
		SP:Iteration 9Q (39213.140000 sec): 3 clusters
  Score: Raw -291727.120016 + Penalty 2686.920911 = -289040.199105
  nChanged 54
		SP:Iteration 10Q (39213.300000 sec): 3 clusters
  Score: Raw -291744.972885 + Penalty 2686.920911 = -289058.051974
  nChanged 38
		SP:Iteration 11Q (39213.480000 sec): 3 clusters
  Score: Raw -291756.885526 + Penalty 2686.920911 = -289069.964615
  nChanged 32
		SP:Iteration 12Q (39213.650000 sec): 3 clusters
  Score: Raw -291767.466735 + Penalty 2686.920911 = -289080.545823
  nChanged 24
		SP:Iteration 13Q (39213.830000 sec): 3 clusters
  Score: Raw -291777.126821 + Penalty 2686.920911 = -289090.205909
  nChanged 24
		SP:Iteration 14Q (39214.000000 sec): 3 clusters
  Score: Raw -291785.312961 + Penalty 2686.920911 = -289098.392049
  nChanged 31
		SP:Iteration 15Q (39214.180000 sec): 3 clusters
  Score: Raw -291795.610388 + Penalty 2686.920911 = -289108.689476
  nChanged 33
		SP:Iteration 16Q (39214.360000 sec): 3 clusters
  Score: Raw -291803.582453 + Penalty 2686.920911 = -289116.661541
  nChanged 25
		SP:Iteration 17Q (39214.530000 sec): 3 clusters
  Score: Raw -291813.228387 + Penalty 2686.920911 = -289126.307476
  nChanged 27
		SP:Iteration 18Q (39214.710000 sec): 3 clusters
  Score: Raw -291825.816014 + Penalty 2686.920911 = -289138.895103
  nChanged 25
		SP:Iteration 19Q (39214.880000 sec): 3 clusters
  Score: Raw -291835.939931 + Penalty 2686.920911 = -289149.019020
  nChanged 25
		SP:Iteration 20F (39215.060000 sec): 3 clusters
  Score: Raw -291847.004388 + Penalty 2686.920911 = -289160.083477
  nChanged 37
		SP:Iteration 21Q (39215.240000 sec): 3 clusters
  Score: Raw -291869.791302 + Penalty 2686.920911 = -289182.870390
  nChanged 44
		SP:Iteration 22Q (39215.410000 sec): 3 clusters
  Score: Raw -291888.375374 + Penalty 2686.920911 = -289201.454463
  nChanged 44
		SP:Iteration 23Q (39215.590000 sec): 3 clusters
  Score: Raw -291906.386939 + Penalty 2686.920911 = -289219.466028
  nChanged 42
		SP:Iteration 24Q (39215.760000 sec): 3 clusters
  Score: Raw -291923.099065 + Penalty 2686.920911 = -289236.178153
  nChanged 31
		SP:Iteration 25Q (39215.940000 sec): 3 clusters
  Score: Raw -291933.769670 + Penalty 2686.920911 = -289246.848759
  nChanged 28
		SP:Iteration 26Q (39216.110000 sec): 3 clusters
  Score: Raw -291943.717142 + Penalty 2686.920911 = -289256.796231
  nChanged 18
		SP:Iteration 27Q (39216.290000 sec): 3 clusters
  Score: Raw -291949.859904 + Penalty 2686.920911 = -289262.938993
  nChanged 19
		SP:Iteration 28Q (39216.460000 sec): 3 clusters
  Score: Raw -291956.879584 + Penalty 2686.920911 = -289269.958673
  nChanged 13
		SP:Iteration 29Q (39216.640000 sec): 3 clusters
  Score: Raw -291962.101545 + Penalty 2686.920911 = -289275.180634
  nChanged 10
		SP:Iteration 30Q (39216.820000 sec): 3 clusters
  Score: Raw -291965.161342 + Penalty 2686.920911 = -289278.240431
  nChanged 4
		SP:Iteration 31Q (39216.990000 sec): 3 clusters
  Score: Raw -291966.593479 + Penalty 2686.920911 = -289279.672568
  nChanged 10
		SP:Iteration 32Q (39217.170000 sec): 3 clusters
  Score: Raw -291970.314798 + Penalty 2686.920911 = -289283.393887
  nChanged 12
		SP:Iteration 33Q (39217.340000 sec): 3 clusters
  Score: Raw -291975.539332 + Penalty 2686.920911 = -289288.618421
  nChanged 15
		SP:Iteration 34Q (39217.520000 sec): 3 clusters
  Score: Raw -291982.303434 + Penalty 2686.920911 = -289295.382522
  nChanged 16
		SP:Iteration 35Q (39217.700000 sec): 3 clusters
  Score: Raw -291991.062351 + Penalty 2686.920911 = -289304.141439
  nChanged 23
		SP:Iteration 36Q (39217.870000 sec): 3 clusters
  Score: Raw -292002.218325 + Penalty 2686.920911 = -289315.297414
  nChanged 15
		SP:Iteration 37Q (39218.050000 sec): 3 clusters
  Score: Raw -292008.856198 + Penalty 2686.920911 = -289321.935286
  nChanged 14
		SP:Iteration 38Q (39218.220000 sec): 3 clusters
  Score: Raw -292015.100256 + Penalty 2686.920911 = -289328.179345
  nChanged 16
		SP:Iteration 39Q (39218.400000 sec): 3 clusters
  Score: Raw -292020.559402 + Penalty 2686.920911 = -289333.638491
  nChanged 14
		SP:Iteration 40F (39218.580000 sec): 3 clusters
  Score: Raw -292026.180053 + Penalty 2686.920911 = -289339.259141
  nChanged 11
		SP:Iteration 41Q (39218.750000 sec): 3 clusters
  Score: Raw -292029.718608 + Penalty 2686.920911 = -289342.797697
  nChanged 7
		SP:Iteration 42Q (39218.930000 sec): 3 clusters
  Score: Raw -292032.099274 + Penalty 2686.920911 = -289345.178363
  nChanged 7
		SP:Iteration 43Q (39219.110000 sec): 3 clusters
  Score: Raw -292035.627361 + Penalty 2686.920911 = -289348.706449
  nChanged 14
		SP:Iteration 44Q (39219.280000 sec): 3 clusters
  Score: Raw -292041.870629 + Penalty 2686.920911 = -289354.949717
  nChanged 13
		SP:Iteration 45Q (39219.450000 sec): 3 clusters
  Score: Raw -292047.404677 + Penalty 2686.920911 = -289360.483765
  nChanged 15
		SP:Iteration 46Q (39219.630000 sec): 3 clusters
  Score: Raw -292053.848380 + Penalty 2686.920911 = -289366.927468
  nChanged 13
		SP:Iteration 47Q (39219.810000 sec): 3 clusters
  Score: Raw -292059.517798 + Penalty 2686.920911 = -289372.596887
  nChanged 8
		SP:Iteration 48Q (39219.980000 sec): 3 clusters
  Score: Raw -292063.245949 + Penalty 2686.920911 = -289376.325038
  nChanged 9
		SP:Iteration 49Q (39220.050000 sec): 3 clusters
  Score: Raw -292068.263159 + Penalty 2686.920911 = -289381.342248
  nChanged 11
		SP:Iteration 50Q (39220.230000 sec): 3 clusters
  Score: Raw -292072.473355 + Penalty 2686.920911 = -289385.552443
  nChanged 5
		SP:Iteration 51Q (39220.380000 sec): 3 clusters
  Score: Raw -292074.606794 + Penalty 2686.920911 = -289387.685882
  nChanged 5
		SP:Iteration 52Q (39220.560000 sec): 3 clusters
  Score: Raw -292076.512488 + Penalty 2686.920911 = -289389.591577
  nChanged 2
		SP:Iteration 53Q (39220.730000 sec): 3 clusters
  Score: Raw -292076.925660 + Penalty 2686.920911 = -289390.004749
  nChanged 0
		SP:Iteration 54F (39220.910000 sec): 3 clusters
  Score: Raw -292076.925660 + Penalty 2686.920911 = -289390.004749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39220.990000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39221.160000 sec): 3 clusters
  Score: Raw -140149.829440 + Penalty 2424.472299 = -137725.357141
  nChanged 596
		SP:Iteration 1F (39221.330000 sec): 3 clusters
  Score: Raw -140540.057897 + Penalty 2424.472299 = -138115.585598
  nChanged 164
		SP:Iteration 2F (39221.520000 sec): 3 clusters
  Score: Raw -140718.266268 + Penalty 2424.472299 = -138293.793969
  nChanged 143
		SP:Iteration 3F (39221.690000 sec): 3 clusters
  Score: Raw -140876.275889 + Penalty 2424.472299 = -138451.803590
  nChanged 102
		SP:Iteration 4F (39221.860000 sec): 3 clusters
  Score: Raw -140996.847865 + Penalty 2424.472299 = -138572.375566
  nChanged 101
		SP:Iteration 5F (39222.040000 sec): 3 clusters
  Score: Raw -141092.238784 + Penalty 2424.472299 = -138667.766485
  nChanged 69
		SP:Iteration 6Q (39222.210000 sec): 3 clusters
  Score: Raw -141154.032112 + Penalty 2424.472299 = -138729.559813
  nChanged 63
		SP:Iteration 7Q (39222.390000 sec): 3 clusters
  Score: Raw -141220.564641 + Penalty 2424.472299 = -138796.092342
  nChanged 53
		SP:Iteration 8Q (39222.570000 sec): 3 clusters
  Score: Raw -141264.488849 + Penalty 2424.472299 = -138840.016550
  nChanged 39
		SP:Iteration 9Q (39222.740000 sec): 3 clusters
  Score: Raw -141292.116324 + Penalty 2424.472299 = -138867.644025
  nChanged 28
		SP:Iteration 10Q (39222.910000 sec): 3 clusters
  Score: Raw -141315.614456 + Penalty 2424.472299 = -138891.142157
  nChanged 18
		SP:Iteration 11Q (39223.080000 sec): 3 clusters
  Score: Raw -141326.515499 + Penalty 2424.472299 = -138902.043200
  nChanged 10
		SP:Iteration 12Q (39223.260000 sec): 3 clusters
  Score: Raw -141333.493233 + Penalty 2424.472299 = -138909.020934
  nChanged 8
		SP:Iteration 13Q (39223.430000 sec): 3 clusters
  Score: Raw -141340.415353 + Penalty 2424.472299 = -138915.943054
  nChanged 4
		SP:Iteration 14Q (39223.610000 sec): 3 clusters
  Score: Raw -141343.204973 + Penalty 2424.472299 = -138918.732674
  nChanged 3
		SP:Iteration 15Q (39223.790000 sec): 3 clusters
  Score: Raw -141345.137277 + Penalty 2424.472299 = -138920.664978
  nChanged 3
		SP:Iteration 16Q (39223.960000 sec): 3 clusters
  Score: Raw -141346.634077 + Penalty 2424.472299 = -138922.161778
  nChanged 2
		SP:Iteration 17Q (39224.140000 sec): 3 clusters
  Score: Raw -141347.537890 + Penalty 2424.472299 = -138923.065591
  nChanged 2
		SP:Iteration 18Q (39224.310000 sec): 3 clusters
  Score: Raw -141350.367688 + Penalty 2424.472299 = -138925.895389
  nChanged 4
		SP:Iteration 19Q (39224.490000 sec): 3 clusters
  Score: Raw -141353.030367 + Penalty 2424.472299 = -138928.558068
  nChanged 2
		SP:Iteration 20F (39224.670000 sec): 3 clusters
  Score: Raw -141353.792191 + Penalty 2424.472299 = -138929.319892
  nChanged 1
		SP:Iteration 21Q (39224.840000 sec): 3 clusters
  Score: Raw -141353.962749 + Penalty 2424.472299 = -138929.490450
  nChanged 1
		SP:Iteration 22Q (39225.020000 sec): 3 clusters
  Score: Raw -141354.395318 + Penalty 2424.472299 = -138929.923019
  nChanged 2
		SP:Iteration 23Q (39225.190000 sec): 3 clusters
  Score: Raw -141355.436931 + Penalty 2424.472299 = -138930.964632
  nChanged 1
		SP:Iteration 24Q (39225.370000 sec): 3 clusters
  Score: Raw -141355.600862 + Penalty 2424.472299 = -138931.128563
  nChanged 1
		SP:Iteration 25Q (39225.550000 sec): 3 clusters
  Score: Raw -141356.051115 + Penalty 2424.472299 = -138931.578816
  nChanged 1
		SP:Iteration 26Q (39225.720000 sec): 3 clusters
  Score: Raw -141357.115771 + Penalty 2424.472299 = -138932.643472
  nChanged 0
		SP:Iteration 27F (39225.900000 sec): 3 clusters
  Score: Raw -141357.115771 + Penalty 2424.472299 = -138932.643472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39226.010000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39226.170000 sec): 3 clusters
  Score: Raw -224989.197602 + Penalty 2572.369477 = -222416.828126
  nChanged 1047
		SP:Iteration 1F (39226.330000 sec): 3 clusters
  Score: Raw -225640.062317 + Penalty 2572.369477 = -223067.692840
  nChanged 245
		SP:Iteration 2F (39226.490000 sec): 3 clusters
  Score: Raw -225800.077819 + Penalty 2572.369477 = -223227.708342
  nChanged 144
		SP:Iteration 3F (39226.650000 sec): 3 clusters
  Score: Raw -225885.256069 + Penalty 2572.369477 = -223312.886592
  nChanged 101
		SP:Iteration 4Q (39226.810000 sec): 3 clusters
  Score: Raw -225949.559428 + Penalty 2572.369477 = -223377.189951
  nChanged 90
		SP:Iteration 5Q (39226.970000 sec): 3 clusters
  Score: Raw -225999.376737 + Penalty 2572.369477 = -223427.007260
  nChanged 88
		SP:Iteration 6Q (39227.130000 sec): 3 clusters
  Score: Raw -226072.360442 + Penalty 2572.369477 = -223499.990965
  nChanged 111
		SP:Iteration 7Q (39227.290000 sec): 3 clusters
  Score: Raw -226162.554373 + Penalty 2572.369477 = -223590.184896
  nChanged 97
		SP:Iteration 8Q (39227.450000 sec): 3 clusters
  Score: Raw -226231.954061 + Penalty 2572.369477 = -223659.584584
  nChanged 101
		SP:Iteration 9Q (39227.610000 sec): 3 clusters
  Score: Raw -226309.078533 + Penalty 2572.369477 = -223736.709056
  nChanged 96
		SP:Iteration 10Q (39227.770000 sec): 3 clusters
  Score: Raw -226371.953635 + Penalty 2572.369477 = -223799.584158
  nChanged 77
		SP:Iteration 11Q (39227.930000 sec): 3 clusters
  Score: Raw -226421.845222 + Penalty 2572.369477 = -223849.475746
  nChanged 72
		SP:Iteration 12Q (39228.090000 sec): 3 clusters
  Score: Raw -226472.284801 + Penalty 2572.369477 = -223899.915324
  nChanged 78
		SP:Iteration 13Q (39228.250000 sec): 3 clusters
  Score: Raw -226517.631794 + Penalty 2572.369477 = -223945.262317
  nChanged 46
		SP:Iteration 14Q (39228.410000 sec): 3 clusters
  Score: Raw -226546.815252 + Penalty 2572.369477 = -223974.445775
  nChanged 45
		SP:Iteration 15Q (39228.570000 sec): 3 clusters
  Score: Raw -226570.489569 + Penalty 2572.369477 = -223998.120092
  nChanged 33
		SP:Iteration 16Q (39228.730000 sec): 3 clusters
  Score: Raw -226587.534542 + Penalty 2572.369477 = -224015.165066
  nChanged 27
		SP:Iteration 17Q (39228.890000 sec): 3 clusters
  Score: Raw -226605.072490 + Penalty 2572.369477 = -224032.703013
  nChanged 30
		SP:Iteration 18Q (39229.050000 sec): 3 clusters
  Score: Raw -226624.155195 + Penalty 2572.369477 = -224051.785718
  nChanged 36
		SP:Iteration 19Q (39229.210000 sec): 3 clusters
  Score: Raw -226643.169188 + Penalty 2572.369477 = -224070.799711
  nChanged 22
		SP:Iteration 20F (39229.370000 sec): 3 clusters
  Score: Raw -226655.538915 + Penalty 2572.369477 = -224083.169438
  nChanged 14
		SP:Iteration 21Q (39229.540000 sec): 3 clusters
  Score: Raw -226664.205830 + Penalty 2572.369477 = -224091.836354
  nChanged 22
		SP:Iteration 22Q (39229.700000 sec): 3 clusters
  Score: Raw -226675.214537 + Penalty 2572.369477 = -224102.845060
  nChanged 18
		SP:Iteration 23Q (39229.860000 sec): 3 clusters
  Score: Raw -226681.895482 + Penalty 2572.369477 = -224109.526005
  nChanged 13
		SP:Iteration 24Q (39230.020000 sec): 3 clusters
  Score: Raw -226687.926899 + Penalty 2572.369477 = -224115.557422
  nChanged 11
		SP:Iteration 25Q (39230.180000 sec): 3 clusters
  Score: Raw -226693.559106 + Penalty 2572.369477 = -224121.189629
  nChanged 13
		SP:Iteration 26Q (39230.360000 sec): 3 clusters
  Score: Raw -226699.258470 + Penalty 2572.369477 = -224126.888993
  nChanged 13
		SP:Iteration 27Q (39230.520000 sec): 3 clusters
  Score: Raw -226705.489573 + Penalty 2572.369477 = -224133.120096
  nChanged 13
		SP:Iteration 28Q (39230.700000 sec): 3 clusters
  Score: Raw -226711.835730 + Penalty 2572.369477 = -224139.466253
  nChanged 12
		SP:Iteration 29Q (39230.870000 sec): 3 clusters
  Score: Raw -226716.446722 + Penalty 2572.369477 = -224144.077246
  nChanged 11
		SP:Iteration 30Q (39231.040000 sec): 3 clusters
  Score: Raw -226720.374256 + Penalty 2572.369477 = -224148.004779
  nChanged 7
		SP:Iteration 31Q (39231.220000 sec): 3 clusters
  Score: Raw -226722.698167 + Penalty 2572.369477 = -224150.328690
  nChanged 2
		SP:Iteration 32Q (39231.390000 sec): 3 clusters
  Score: Raw -226723.599547 + Penalty 2572.369477 = -224151.230070
  nChanged 5
		SP:Iteration 33Q (39231.570000 sec): 3 clusters
  Score: Raw -226725.585187 + Penalty 2572.369477 = -224153.215710
  nChanged 6
		SP:Iteration 34Q (39231.750000 sec): 3 clusters
  Score: Raw -226728.257874 + Penalty 2572.369477 = -224155.888397
  nChanged 5
		SP:Iteration 35Q (39231.920000 sec): 3 clusters
  Score: Raw -226729.782295 + Penalty 2572.369477 = -224157.412818
  nChanged 4
		SP:Iteration 36Q (39232.100000 sec): 3 clusters
  Score: Raw -226731.673366 + Penalty 2572.369477 = -224159.303889
  nChanged 8
		SP:Iteration 37Q (39232.270000 sec): 3 clusters
  Score: Raw -226734.415884 + Penalty 2572.369477 = -224162.046408
  nChanged 6
		SP:Iteration 38Q (39232.450000 sec): 3 clusters
  Score: Raw -226735.773373 + Penalty 2572.369477 = -224163.403896
  nChanged 2
		SP:Iteration 39Q (39232.630000 sec): 3 clusters
  Score: Raw -226736.446928 + Penalty 2572.369477 = -224164.077451
  nChanged 1
		SP:Iteration 40F (39232.800000 sec): 3 clusters
  Score: Raw -226736.787422 + Penalty 2572.369477 = -224164.417945
  nChanged 2
		SP:Iteration 41Q (39232.980000 sec): 3 clusters
  Score: Raw -226737.385851 + Penalty 2572.369477 = -224165.016374
  nChanged 2
		SP:Iteration 42Q (39233.150000 sec): 3 clusters
  Score: Raw -226737.685586 + Penalty 2572.369477 = -224165.316109
  nChanged 0
		SP:Iteration 43F (39233.330000 sec): 3 clusters
  Score: Raw -226737.685586 + Penalty 2572.369477 = -224165.316109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39233.450000 sec): 2 clusters
  Score: Raw -161274.595868 + Penalty 1262.798401 = -160011.797466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39233.600000 sec): 3 clusters
  Score: Raw -160198.696404 + Penalty 2525.596803 = -157673.099601
  nChanged 892
		SP:Iteration 1F (39233.720000 sec): 3 clusters
  Score: Raw -160735.135534 + Penalty 2525.596803 = -158209.538731
  nChanged 191
		SP:Iteration 2F (39233.890000 sec): 3 clusters
  Score: Raw -160844.637628 + Penalty 2525.596803 = -158319.040825
  nChanged 113
		SP:Iteration 3Q (39234.070000 sec): 3 clusters
  Score: Raw -160926.486579 + Penalty 2525.596803 = -158400.889776
  nChanged 113
		SP:Iteration 4Q (39234.240000 sec): 3 clusters
  Score: Raw -161010.713092 + Penalty 2525.596803 = -158485.116289
  nChanged 90
		SP:Iteration 5Q (39234.420000 sec): 3 clusters
  Score: Raw -161093.352748 + Penalty 2525.596803 = -158567.755945
  nChanged 95
		SP:Iteration 6Q (39234.590000 sec): 3 clusters
  Score: Raw -161179.028272 + Penalty 2525.596803 = -158653.431469
  nChanged 95
		SP:Iteration 7Q (39234.770000 sec): 3 clusters
  Score: Raw -161272.354094 + Penalty 2525.596803 = -158746.757291
  nChanged 90
		SP:Iteration 8Q (39234.950000 sec): 3 clusters
  Score: Raw -161345.179874 + Penalty 2525.596803 = -158819.583071
  nChanged 87
		SP:Iteration 9Q (39235.120000 sec): 3 clusters
  Score: Raw -161431.462681 + Penalty 2525.596803 = -158905.865878
  nChanged 89
		SP:Iteration 10Q (39235.300000 sec): 3 clusters
  Score: Raw -161520.251522 + Penalty 2525.596803 = -158994.654719
  nChanged 82
		SP:Iteration 11Q (39235.470000 sec): 3 clusters
  Score: Raw -161607.915075 + Penalty 2525.596803 = -159082.318272
  nChanged 84
		SP:Iteration 12Q (39235.650000 sec): 3 clusters
  Score: Raw -161699.372144 + Penalty 2525.596803 = -159173.775341
  nChanged 87
		SP:Iteration 13Q (39235.830000 sec): 3 clusters
  Score: Raw -161803.427594 + Penalty 2525.596803 = -159277.830791
  nChanged 80
		SP:Iteration 14Q (39236.000000 sec): 3 clusters
  Score: Raw -161869.455147 + Penalty 2525.596803 = -159343.858344
  nChanged 54
		SP:Iteration 15Q (39236.180000 sec): 3 clusters
  Score: Raw -161915.929228 + Penalty 2525.596803 = -159390.332425
  nChanged 45
		SP:Iteration 16Q (39236.350000 sec): 3 clusters
  Score: Raw -161961.095537 + Penalty 2525.596803 = -159435.498734
  nChanged 46
		SP:Iteration 17Q (39236.530000 sec): 3 clusters
  Score: Raw -162011.480354 + Penalty 2525.596803 = -159485.883551
  nChanged 52
		SP:Iteration 18Q (39236.710000 sec): 3 clusters
  Score: Raw -162059.862916 + Penalty 2525.596803 = -159534.266113
  nChanged 46
		SP:Iteration 19Q (39236.750000 sec): 3 clusters
  Score: Raw -162105.583367 + Penalty 2525.596803 = -159579.986564
  nChanged 46
		SP:Iteration 20F (39236.930000 sec): 3 clusters
  Score: Raw -162157.193526 + Penalty 2525.596803 = -159631.596723
  nChanged 54
		SP:Iteration 21Q (39237.120000 sec): 3 clusters
  Score: Raw -162217.294836 + Penalty 2525.596803 = -159691.698034
  nChanged 46
		SP:Iteration 22Q (39237.280000 sec): 3 clusters
  Score: Raw -162279.296170 + Penalty 2525.596803 = -159753.699367
  nChanged 47
		SP:Iteration 23Q (39237.450000 sec): 3 clusters
  Score: Raw -162329.475206 + Penalty 2525.596803 = -159803.878403
  nChanged 25
		SP:Iteration 24Q (39237.630000 sec): 3 clusters
  Score: Raw -162347.701783 + Penalty 2525.596803 = -159822.104980
  nChanged 10
		SP:Iteration 25Q (39237.800000 sec): 3 clusters
  Score: Raw -162353.042373 + Penalty 2525.596803 = -159827.445570
  nChanged 8
		SP:Iteration 26Q (39237.980000 sec): 3 clusters
  Score: Raw -162357.162636 + Penalty 2525.596803 = -159831.565833
  nChanged 5
		SP:Iteration 27Q (39238.150000 sec): 3 clusters
  Score: Raw -162358.465434 + Penalty 2525.596803 = -159832.868631
  nChanged 2
		SP:Iteration 28Q (39238.330000 sec): 3 clusters
  Score: Raw -162358.917152 + Penalty 2525.596803 = -159833.320349
  nChanged 0
		SP:Iteration 29F (39238.510000 sec): 3 clusters
  Score: Raw -162358.917152 + Penalty 2525.596803 = -159833.320349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39238.590000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39238.770000 sec): 3 clusters
  Score: Raw -103721.715730 + Penalty 2346.145655 = -101375.570075
  nChanged 417
		SP:Iteration 1F (39238.950000 sec): 3 clusters
  Score: Raw -104048.720030 + Penalty 2346.145655 = -101702.574375
  nChanged 105
		SP:Iteration 2F (39239.120000 sec): 3 clusters
  Score: Raw -104154.945429 + Penalty 2346.145655 = -101808.799774
  nChanged 60
		SP:Iteration 3Q (39239.300000 sec): 3 clusters
  Score: Raw -104211.482171 + Penalty 2346.145655 = -101865.336516
  nChanged 41
		SP:Iteration 4Q (39239.470000 sec): 3 clusters
  Score: Raw -104257.345597 + Penalty 2346.145655 = -101911.199942
  nChanged 34
		SP:Iteration 5Q (39239.650000 sec): 3 clusters
  Score: Raw -104286.843688 + Penalty 2346.145655 = -101940.698033
  nChanged 33
		SP:Iteration 6Q (39239.830000 sec): 3 clusters
  Score: Raw -104316.889412 + Penalty 2346.145655 = -101970.743757
  nChanged 20
		SP:Iteration 7Q (39240.000000 sec): 3 clusters
  Score: Raw -104332.011004 + Penalty 2346.145655 = -101985.865349
  nChanged 19
		SP:Iteration 8Q (39240.180000 sec): 3 clusters
  Score: Raw -104350.629765 + Penalty 2346.145655 = -102004.484110
  nChanged 29
		SP:Iteration 9Q (39240.350000 sec): 3 clusters
  Score: Raw -104375.791603 + Penalty 2346.145655 = -102029.645948
  nChanged 20
		SP:Iteration 10Q (39240.530000 sec): 3 clusters
  Score: Raw -104390.685240 + Penalty 2346.145655 = -102044.539585
  nChanged 16
		SP:Iteration 11Q (39240.710000 sec): 3 clusters
  Score: Raw -104407.966692 + Penalty 2346.145655 = -102061.821037
  nChanged 17
		SP:Iteration 12Q (39240.880000 sec): 3 clusters
  Score: Raw -104422.447731 + Penalty 2346.145655 = -102076.302076
  nChanged 10
		SP:Iteration 13Q (39241.060000 sec): 3 clusters
  Score: Raw -104428.143163 + Penalty 2346.145655 = -102081.997508
  nChanged 6
		SP:Iteration 14Q (39241.230000 sec): 3 clusters
  Score: Raw -104432.063912 + Penalty 2346.145655 = -102085.918257
  nChanged 0
		SP:Iteration 15F (39241.410000 sec): 3 clusters
  Score: Raw -104432.063912 + Penalty 2346.145655 = -102085.918257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39241.490000 sec): 2 clusters
  Score: Raw -94159.802066 + Penalty 1169.217940 = -92990.584126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39241.670000 sec): 3 clusters
  Score: Raw -93705.426227 + Penalty 2338.435879 = -91366.990348
  nChanged 414
		SP:Iteration 1F (39241.850000 sec): 3 clusters
  Score: Raw -94024.726148 + Penalty 2338.435879 = -91686.290269
  nChanged 107
		SP:Iteration 2F (39242.020000 sec): 3 clusters
  Score: Raw -94148.117447 + Penalty 2338.435879 = -91809.681568
  nChanged 74
		SP:Iteration 3F (39242.200000 sec): 3 clusters
  Score: Raw -94244.350876 + Penalty 2338.435879 = -91905.914997
  nChanged 53
		SP:Iteration 4Q (39242.370000 sec): 3 clusters
  Score: Raw -94294.984912 + Penalty 2338.435879 = -91956.549033
  nChanged 36
		SP:Iteration 5Q (39242.550000 sec): 3 clusters
  Score: Raw -94338.852319 + Penalty 2338.435879 = -92000.416440
  nChanged 28
		SP:Iteration 6Q (39242.730000 sec): 3 clusters
  Score: Raw -94366.775216 + Penalty 2338.435879 = -92028.339337
  nChanged 24
		SP:Iteration 7Q (39242.900000 sec): 3 clusters
  Score: Raw -94392.043629 + Penalty 2338.435879 = -92053.607750
  nChanged 25
		SP:Iteration 8Q (39243.080000 sec): 3 clusters
  Score: Raw -94413.711671 + Penalty 2338.435879 = -92075.275792
  nChanged 16
		SP:Iteration 9Q (39243.250000 sec): 3 clusters
  Score: Raw -94426.071592 + Penalty 2338.435879 = -92087.635713
  nChanged 13
		SP:Iteration 10Q (39243.430000 sec): 3 clusters
  Score: Raw -94440.864405 + Penalty 2338.435879 = -92102.428526
  nChanged 14
		SP:Iteration 11Q (39243.610000 sec): 3 clusters
  Score: Raw -94453.640632 + Penalty 2338.435879 = -92115.204753
  nChanged 10
		SP:Iteration 12Q (39243.780000 sec): 3 clusters
  Score: Raw -94463.951742 + Penalty 2338.435879 = -92125.515863
  nChanged 15
		SP:Iteration 13Q (39243.960000 sec): 3 clusters
  Score: Raw -94477.204675 + Penalty 2338.435879 = -92138.768796
  nChanged 13
		SP:Iteration 14Q (39244.130000 sec): 3 clusters
  Score: Raw -94490.355318 + Penalty 2338.435879 = -92151.919439
  nChanged 10
		SP:Iteration 15Q (39244.310000 sec): 3 clusters
  Score: Raw -94505.615017 + Penalty 2338.435879 = -92167.179138
  nChanged 14
		SP:Iteration 16Q (39244.490000 sec): 3 clusters
  Score: Raw -94515.780969 + Penalty 2338.435879 = -92177.345090
  nChanged 9
		SP:Iteration 17Q (39244.660000 sec): 3 clusters
  Score: Raw -94522.400914 + Penalty 2338.435879 = -92183.965034
  nChanged 9
		SP:Iteration 18Q (39244.840000 sec): 3 clusters
  Score: Raw -94527.339599 + Penalty 2338.435879 = -92188.903720
  nChanged 4
		SP:Iteration 19Q (39245.010000 sec): 3 clusters
  Score: Raw -94531.413484 + Penalty 2338.435879 = -92192.977605
  nChanged 5
		SP:Iteration 20F (39245.190000 sec): 3 clusters
  Score: Raw -94534.023320 + Penalty 2338.435879 = -92195.587441
  nChanged 1
		SP:Iteration 21Q (39245.370000 sec): 3 clusters
  Score: Raw -94534.979573 + Penalty 2338.435879 = -92196.543694
  nChanged 3
		SP:Iteration 22Q (39245.540000 sec): 3 clusters
  Score: Raw -94536.597942 + Penalty 2338.435879 = -92198.162063
  nChanged 0
		SP:Iteration 23F (39245.720000 sec): 3 clusters
  Score: Raw -94536.597942 + Penalty 2338.435879 = -92198.162063
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39245.810000 sec): 2 clusters
  Score: Raw -49916.652669 + Penalty 1071.369737 = -48845.282933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39245.980000 sec): 3 clusters
  Score: Raw -49761.072554 + Penalty 2142.739474 = -47618.333081
  nChanged 217
		SP:Iteration 1F (39246.160000 sec): 3 clusters
  Score: Raw -50059.775038 + Penalty 2142.739474 = -47917.035564
  nChanged 59
		SP:Iteration 2F (39246.330000 sec): 3 clusters
  Score: Raw -50176.013959 + Penalty 2142.739474 = -48033.274486
  nChanged 40
		SP:Iteration 3F (39246.510000 sec): 3 clusters
  Score: Raw -50243.570875 + Penalty 2142.739474 = -48100.831401
  nChanged 27
		SP:Iteration 4Q (39246.690000 sec): 3 clusters
  Score: Raw -50282.552386 + Penalty 2142.739474 = -48139.812913
  nChanged 12
		SP:Iteration 5Q (39246.860000 sec): 3 clusters
  Score: Raw -50295.381450 + Penalty 2142.739474 = -48152.641977
  nChanged 11
		SP:Iteration 6Q (39247.040000 sec): 3 clusters
  Score: Raw -50323.735627 + Penalty 2142.739474 = -48180.996154
  nChanged 9
		SP:Iteration 7Q (39247.210000 sec): 3 clusters
  Score: Raw -50343.444572 + Penalty 2142.739474 = -48200.705098
  nChanged 6
		SP:Iteration 8Q (39247.390000 sec): 3 clusters
  Score: Raw -50352.276666 + Penalty 2142.739474 = -48209.537192
  nChanged 3
		SP:Iteration 9Q (39247.570000 sec): 3 clusters
  Score: Raw -50356.028815 + Penalty 2142.739474 = -48213.289342
  nChanged 5
		SP:Iteration 10Q (39247.740000 sec): 3 clusters
  Score: Raw -50367.337161 + Penalty 2142.739474 = -48224.597687
  nChanged 4
		SP:Iteration 11Q (39247.920000 sec): 3 clusters
  Score: Raw -50373.363993 + Penalty 2142.739474 = -48230.624519
  nChanged 3
		SP:Iteration 12Q (39248.090000 sec): 3 clusters
  Score: Raw -50377.255607 + Penalty 2142.739474 = -48234.516134
  nChanged 1
		SP:Iteration 13Q (39248.270000 sec): 3 clusters
  Score: Raw -50378.717197 + Penalty 2142.739474 = -48235.977724
  nChanged 1
		SP:Iteration 14Q (39248.440000 sec): 3 clusters
  Score: Raw -50379.834021 + Penalty 2142.739474 = -48237.094547
  nChanged 0
		SP:Iteration 15F (39248.620000 sec): 3 clusters
  Score: Raw -50379.834021 + Penalty 2142.739474 = -48237.094547
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39248.730000 sec): 2 clusters
  Score: Raw -207770.968508 + Penalty 1289.067167 = -206481.901342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39248.910000 sec): 3 clusters
  Score: Raw -206487.197523 + Penalty 2578.134334 = -203909.063189
  nChanged 1047
		SP:Iteration 1F (39249.080000 sec): 3 clusters
  Score: Raw -207223.083862 + Penalty 2578.134334 = -204644.949528
  nChanged 254
		SP:Iteration 2F (39249.250000 sec): 3 clusters
  Score: Raw -207426.852730 + Penalty 2578.134334 = -204848.718396
  nChanged 154
		SP:Iteration 3F (39249.430000 sec): 3 clusters
  Score: Raw -207551.952574 + Penalty 2578.134334 = -204973.818240
  nChanged 129
		SP:Iteration 4Q (39249.600000 sec): 3 clusters
  Score: Raw -207680.255000 + Penalty 2578.134334 = -205102.120666
  nChanged 131
		SP:Iteration 5Q (39249.770000 sec): 3 clusters
  Score: Raw -207800.185375 + Penalty 2578.134334 = -205222.051041
  nChanged 110
		SP:Iteration 6Q (39249.950000 sec): 3 clusters
  Score: Raw -207895.394435 + Penalty 2578.134334 = -205317.260101
  nChanged 82
		SP:Iteration 7Q (39250.120000 sec): 3 clusters
  Score: Raw -207954.554917 + Penalty 2578.134334 = -205376.420583
  nChanged 55
		SP:Iteration 8Q (39250.300000 sec): 3 clusters
  Score: Raw -207986.472272 + Penalty 2578.134334 = -205408.337939
  nChanged 33
		SP:Iteration 9Q (39250.470000 sec): 3 clusters
  Score: Raw -208002.312315 + Penalty 2578.134334 = -205424.177981
  nChanged 27
		SP:Iteration 10Q (39250.640000 sec): 3 clusters
  Score: Raw -208016.604550 + Penalty 2578.134334 = -205438.470216
  nChanged 27
		SP:Iteration 11Q (39250.820000 sec): 3 clusters
  Score: Raw -208033.499843 + Penalty 2578.134334 = -205455.365509
  nChanged 23
		SP:Iteration 12Q (39250.990000 sec): 3 clusters
  Score: Raw -208050.296940 + Penalty 2578.134334 = -205472.162606
  nChanged 26
		SP:Iteration 13Q (39251.160000 sec): 3 clusters
  Score: Raw -208065.979083 + Penalty 2578.134334 = -205487.844749
  nChanged 22
		SP:Iteration 14Q (39251.340000 sec): 3 clusters
  Score: Raw -208077.859286 + Penalty 2578.134334 = -205499.724952
  nChanged 19
		SP:Iteration 15Q (39251.510000 sec): 3 clusters
  Score: Raw -208087.614837 + Penalty 2578.134334 = -205509.480503
  nChanged 14
		SP:Iteration 16Q (39251.690000 sec): 3 clusters
  Score: Raw -208092.351024 + Penalty 2578.134334 = -205514.216690
  nChanged 11
		SP:Iteration 17Q (39251.860000 sec): 3 clusters
  Score: Raw -208097.470256 + Penalty 2578.134334 = -205519.335923
  nChanged 6
		SP:Iteration 18Q (39252.030000 sec): 3 clusters
  Score: Raw -208099.714677 + Penalty 2578.134334 = -205521.580343
  nChanged 6
		SP:Iteration 19Q (39252.210000 sec): 3 clusters
  Score: Raw -208101.975860 + Penalty 2578.134334 = -205523.841527
  nChanged 2
		SP:Iteration 20F (39252.380000 sec): 3 clusters
  Score: Raw -208102.713613 + Penalty 2578.134334 = -205524.579279
  nChanged 2
		SP:Iteration 21Q (39252.550000 sec): 3 clusters
  Score: Raw -208103.366129 + Penalty 2578.134334 = -205525.231795
  nChanged 0
		SP:Iteration 22F (39252.730000 sec): 3 clusters
  Score: Raw -208103.366129 + Penalty 2578.134334 = -205525.231795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39252.810000 sec): 2 clusters
  Score: Raw -162977.071363 + Penalty 1224.051338 = -161753.020025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39252.980000 sec): 3 clusters
  Score: Raw -162212.671953 + Penalty 2448.102676 = -159764.569277
  nChanged 634
		SP:Iteration 1F (39253.160000 sec): 3 clusters
  Score: Raw -162598.851276 + Penalty 2448.102676 = -160150.748600
  nChanged 158
		SP:Iteration 2F (39253.330000 sec): 3 clusters
  Score: Raw -162735.379294 + Penalty 2448.102676 = -160287.276618
  nChanged 107
		SP:Iteration 3F (39253.500000 sec): 3 clusters
  Score: Raw -162816.980546 + Penalty 2448.102676 = -160368.877870
  nChanged 79
		SP:Iteration 4Q (39253.680000 sec): 3 clusters
  Score: Raw -162880.890770 + Penalty 2448.102676 = -160432.788094
  nChanged 78
		SP:Iteration 5Q (39253.850000 sec): 3 clusters
  Score: Raw -162939.355824 + Penalty 2448.102676 = -160491.253148
  nChanged 64
		SP:Iteration 6Q (39254.020000 sec): 3 clusters
  Score: Raw -162992.965858 + Penalty 2448.102676 = -160544.863182
  nChanged 54
		SP:Iteration 7Q (39254.200000 sec): 3 clusters
  Score: Raw -163040.083534 + Penalty 2448.102676 = -160591.980858
  nChanged 63
		SP:Iteration 8Q (39254.370000 sec): 3 clusters
  Score: Raw -163111.464845 + Penalty 2448.102676 = -160663.362169
  nChanged 65
		SP:Iteration 9Q (39254.550000 sec): 3 clusters
  Score: Raw -163217.438780 + Penalty 2448.102676 = -160769.336104
  nChanged 81
		SP:Iteration 10Q (39254.720000 sec): 3 clusters
  Score: Raw -163323.541492 + Penalty 2448.102676 = -160875.438816
  nChanged 74
		SP:Iteration 11Q (39254.890000 sec): 3 clusters
  Score: Raw -163404.681736 + Penalty 2448.102676 = -160956.579060
  nChanged 49
		SP:Iteration 12Q (39255.070000 sec): 3 clusters
  Score: Raw -163449.979321 + Penalty 2448.102676 = -161001.876645
  nChanged 48
		SP:Iteration 13Q (39255.240000 sec): 3 clusters
  Score: Raw -163486.865221 + Penalty 2448.102676 = -161038.762545
  nChanged 29
		SP:Iteration 14Q (39255.410000 sec): 3 clusters
  Score: Raw -163511.755767 + Penalty 2448.102676 = -161063.653091
  nChanged 24
		SP:Iteration 15Q (39255.590000 sec): 3 clusters
  Score: Raw -163528.368785 + Penalty 2448.102676 = -161080.266109
  nChanged 21
		SP:Iteration 16Q (39255.760000 sec): 3 clusters
  Score: Raw -163543.429182 + Penalty 2448.102676 = -161095.326506
  nChanged 17
		SP:Iteration 17Q (39255.940000 sec): 3 clusters
  Score: Raw -163559.478033 + Penalty 2448.102676 = -161111.375357
  nChanged 10
		SP:Iteration 18Q (39256.110000 sec): 3 clusters
  Score: Raw -163569.226618 + Penalty 2448.102676 = -161121.123942
  nChanged 12
		SP:Iteration 19Q (39256.290000 sec): 3 clusters
  Score: Raw -163576.858364 + Penalty 2448.102676 = -161128.755688
  nChanged 7
		SP:Iteration 20F (39256.460000 sec): 3 clusters
  Score: Raw -163580.954484 + Penalty 2448.102676 = -161132.851808
  nChanged 6
		SP:Iteration 21Q (39256.630000 sec): 3 clusters
  Score: Raw -163586.127408 + Penalty 2448.102676 = -161138.024732
  nChanged 5
		SP:Iteration 22Q (39256.810000 sec): 3 clusters
  Score: Raw -163590.637206 + Penalty 2448.102676 = -161142.534530
  nChanged 4
		SP:Iteration 23Q (39256.980000 sec): 3 clusters
  Score: Raw -163593.581114 + Penalty 2448.102676 = -161145.478438
  nChanged 2
		SP:Iteration 24Q (39257.150000 sec): 3 clusters
  Score: Raw -163594.905553 + Penalty 2448.102676 = -161146.802877
  nChanged 2
		SP:Iteration 25Q (39257.330000 sec): 3 clusters
  Score: Raw -163595.570364 + Penalty 2448.102676 = -161147.467688
  nChanged 1
		SP:Iteration 26Q (39257.500000 sec): 3 clusters
  Score: Raw -163596.081266 + Penalty 2448.102676 = -161147.978590
  nChanged 0
		SP:Iteration 27F (39257.670000 sec): 3 clusters
  Score: Raw -163596.081266 + Penalty 2448.102676 = -161147.978590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39257.760000 sec): 2 clusters
  Score: Raw -40574.497357 + Penalty 1007.582741 = -39566.914616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39257.930000 sec): 3 clusters
  Score: Raw -40531.144736 + Penalty 2015.165482 = -38515.979254
  nChanged 123
		SP:Iteration 1F (39258.150000 sec): 3 clusters
  Score: Raw -40702.728680 + Penalty 2015.165482 = -38687.563198
  nChanged 23
		SP:Iteration 2Q (39258.300000 sec): 3 clusters
  Score: Raw -40739.742531 + Penalty 2015.165482 = -38724.577050
  nChanged 9
		SP:Iteration 3Q (39258.470000 sec): 3 clusters
  Score: Raw -40752.927135 + Penalty 2015.165482 = -38737.761653
  nChanged 4
		SP:Iteration 4Q (39258.620000 sec): 3 clusters
  Score: Raw -40757.943839 + Penalty 2015.165482 = -38742.778357
  nChanged 2
		SP:Iteration 5Q (39258.790000 sec): 3 clusters
  Score: Raw -40761.275796 + Penalty 2015.165482 = -38746.110315
  nChanged 1
		SP:Iteration 6Q (39258.960000 sec): 3 clusters
  Score: Raw -40762.482160 + Penalty 2015.165482 = -38747.316678
  nChanged 2
		SP:Iteration 7Q (39259.130000 sec): 3 clusters
  Score: Raw -40764.282359 + Penalty 2015.165482 = -38749.116877
  nChanged 1
		SP:Iteration 8Q (39259.300000 sec): 3 clusters
  Score: Raw -40766.189080 + Penalty 2015.165482 = -38751.023598
  nChanged 2
		SP:Iteration 9Q (39259.480000 sec): 3 clusters
  Score: Raw -40771.829030 + Penalty 2015.165482 = -38756.663548
  nChanged 6
		SP:Iteration 10Q (39259.650000 sec): 3 clusters
  Score: Raw -40786.863871 + Penalty 2015.165482 = -38771.698390
  nChanged 5
		SP:Iteration 11Q (39259.820000 sec): 3 clusters
  Score: Raw -40797.643302 + Penalty 2015.165482 = -38782.477820
  nChanged 3
		SP:Iteration 12Q (39260.000000 sec): 3 clusters
  Score: Raw -40803.876955 + Penalty 2015.165482 = -38788.711474
  nChanged 3
		SP:Iteration 13Q (39260.170000 sec): 3 clusters
  Score: Raw -40810.218641 + Penalty 2015.165482 = -38795.053160
  nChanged 4
		SP:Iteration 14Q (39260.340000 sec): 3 clusters
  Score: Raw -40819.259075 + Penalty 2015.165482 = -38804.093593
  nChanged 6
		SP:Iteration 15Q (39260.520000 sec): 3 clusters
  Score: Raw -40833.022200 + Penalty 2015.165482 = -38817.856718
  nChanged 4
		SP:Iteration 16Q (39260.690000 sec): 3 clusters
  Score: Raw -40840.651652 + Penalty 2015.165482 = -38825.486171
  nChanged 2
		SP:Iteration 17Q (39260.870000 sec): 3 clusters
  Score: Raw -40843.989400 + Penalty 2015.165482 = -38828.823918
  nChanged 2
		SP:Iteration 18Q (39261.040000 sec): 3 clusters
  Score: Raw -40846.415415 + Penalty 2015.165482 = -38831.249933
  nChanged 2
		SP:Iteration 19Q (39261.210000 sec): 3 clusters
  Score: Raw -40848.664076 + Penalty 2015.165482 = -38833.498594
  nChanged 1
		SP:Iteration 20F (39261.390000 sec): 3 clusters
  Score: Raw -40849.986656 + Penalty 2015.165482 = -38834.821174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39261.450000 sec): 2 clusters
  Score: Raw -232401.146374 + Penalty 1290.113308 = -231111.033066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39261.630000 sec): 3 clusters
  Score: Raw -231122.955625 + Penalty 2580.226616 = -228542.729009
  nChanged 1022
		SP:Iteration 1F (39261.800000 sec): 3 clusters
  Score: Raw -231719.991629 + Penalty 2580.226616 = -229139.765013
  nChanged 227
		SP:Iteration 2F (39261.980000 sec): 3 clusters
  Score: Raw -231888.325911 + Penalty 2580.226616 = -229308.099295
  nChanged 172
		SP:Iteration 3F (39262.150000 sec): 3 clusters
  Score: Raw -232020.637712 + Penalty 2580.226616 = -229440.411097
  nChanged 121
		SP:Iteration 4Q (39262.320000 sec): 3 clusters
  Score: Raw -232095.552467 + Penalty 2580.226616 = -229515.325851
  nChanged 85
		SP:Iteration 5Q (39262.500000 sec): 3 clusters
  Score: Raw -232144.562341 + Penalty 2580.226616 = -229564.335725
  nChanged 65
		SP:Iteration 6Q (39262.670000 sec): 3 clusters
  Score: Raw -232185.764320 + Penalty 2580.226616 = -229605.537704
  nChanged 71
		SP:Iteration 7Q (39262.840000 sec): 3 clusters
  Score: Raw -232235.354799 + Penalty 2580.226616 = -229655.128183
  nChanged 76
		SP:Iteration 8Q (39263.020000 sec): 3 clusters
  Score: Raw -232290.620175 + Penalty 2580.226616 = -229710.393559
  nChanged 87
		SP:Iteration 9Q (39263.190000 sec): 3 clusters
  Score: Raw -232353.136379 + Penalty 2580.226616 = -229772.909763
  nChanged 76
		SP:Iteration 10Q (39263.360000 sec): 3 clusters
  Score: Raw -232420.635729 + Penalty 2580.226616 = -229840.409113
  nChanged 87
		SP:Iteration 11Q (39263.540000 sec): 3 clusters
  Score: Raw -232489.921144 + Penalty 2580.226616 = -229909.694528
  nChanged 82
		SP:Iteration 12Q (39263.710000 sec): 3 clusters
  Score: Raw -232552.262205 + Penalty 2580.226616 = -229972.035589
  nChanged 71
		SP:Iteration 13Q (39263.890000 sec): 3 clusters
  Score: Raw -232613.909627 + Penalty 2580.226616 = -230033.683011
  nChanged 76
		SP:Iteration 14Q (39264.060000 sec): 3 clusters
  Score: Raw -232681.766149 + Penalty 2580.226616 = -230101.539534
  nChanged 74
		SP:Iteration 15Q (39264.230000 sec): 3 clusters
  Score: Raw -232772.034124 + Penalty 2580.226616 = -230191.807508
  nChanged 82
		SP:Iteration 16Q (39264.410000 sec): 3 clusters
  Score: Raw -232902.918419 + Penalty 2580.226616 = -230322.691803
  nChanged 106
		SP:Iteration 17Q (39264.580000 sec): 3 clusters
  Score: Raw -233068.658628 + Penalty 2580.226616 = -230488.432013
  nChanged 102
		SP:Iteration 18Q (39264.750000 sec): 3 clusters
  Score: Raw -233234.905018 + Penalty 2580.226616 = -230654.678402
  nChanged 68
		SP:Iteration 19Q (39264.930000 sec): 3 clusters
  Score: Raw -233348.178829 + Penalty 2580.226616 = -230767.952213
  nChanged 62
		SP:Iteration 20F (39265.100000 sec): 3 clusters
  Score: Raw -233447.147447 + Penalty 2580.226616 = -230866.920832
  nChanged 42
		SP:Iteration 21Q (39265.270000 sec): 3 clusters
  Score: Raw -233505.337771 + Penalty 2580.226616 = -230925.111155
  nChanged 32
		SP:Iteration 22Q (39265.450000 sec): 3 clusters
  Score: Raw -233533.924359 + Penalty 2580.226616 = -230953.697744
  nChanged 18
		SP:Iteration 23Q (39265.620000 sec): 3 clusters
  Score: Raw -233543.764702 + Penalty 2580.226616 = -230963.538086
  nChanged 9
		SP:Iteration 24Q (39265.790000 sec): 3 clusters
  Score: Raw -233548.081456 + Penalty 2580.226616 = -230967.854840
  nChanged 8
		SP:Iteration 25Q (39265.970000 sec): 3 clusters
  Score: Raw -233552.067962 + Penalty 2580.226616 = -230971.841346
  nChanged 6
		SP:Iteration 26Q (39266.140000 sec): 3 clusters
  Score: Raw -233555.463436 + Penalty 2580.226616 = -230975.236820
  nChanged 2
		SP:Iteration 27Q (39266.310000 sec): 3 clusters
  Score: Raw -233555.927468 + Penalty 2580.226616 = -230975.700852
  nChanged 1
		SP:Iteration 28Q (39266.490000 sec): 3 clusters
  Score: Raw -233556.053964 + Penalty 2580.226616 = -230975.827348
  nChanged 0
		SP:Iteration 29F (39266.660000 sec): 3 clusters
  Score: Raw -233556.053964 + Penalty 2580.226616 = -230975.827348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39266.750000 sec): 2 clusters
  Score: Raw -52222.875059 + Penalty 1094.371145 = -51128.503914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39266.920000 sec): 3 clusters
  Score: Raw -51983.374381 + Penalty 2188.742289 = -49794.632092
  nChanged 251
		SP:Iteration 1F (39267.130000 sec): 3 clusters
  Score: Raw -52287.051635 + Penalty 2188.742289 = -50098.309346
  nChanged 91
		SP:Iteration 2F (39267.290000 sec): 3 clusters
  Score: Raw -52426.280560 + Penalty 2188.742289 = -50237.538270
  nChanged 52
		SP:Iteration 3F (39267.440000 sec): 3 clusters
  Score: Raw -52516.323683 + Penalty 2188.742289 = -50327.581393
  nChanged 38
		SP:Iteration 4Q (39267.600000 sec): 3 clusters
  Score: Raw -52576.411891 + Penalty 2188.742289 = -50387.669602
  nChanged 32
		SP:Iteration 5Q (39267.760000 sec): 3 clusters
  Score: Raw -52633.347364 + Penalty 2188.742289 = -50444.605075
  nChanged 19
		SP:Iteration 6Q (39267.920000 sec): 3 clusters
  Score: Raw -52662.198719 + Penalty 2188.742289 = -50473.456430
  nChanged 17
		SP:Iteration 7Q (39268.090000 sec): 3 clusters
  Score: Raw -52688.263783 + Penalty 2188.742289 = -50499.521493
  nChanged 21
		SP:Iteration 8Q (39268.260000 sec): 3 clusters
  Score: Raw -52721.110720 + Penalty 2188.742289 = -50532.368431
  nChanged 16
		SP:Iteration 9Q (39268.430000 sec): 3 clusters
  Score: Raw -52746.248136 + Penalty 2188.742289 = -50557.505846
  nChanged 7
		SP:Iteration 10Q (39268.610000 sec): 3 clusters
  Score: Raw -52756.094520 + Penalty 2188.742289 = -50567.352230
  nChanged 5
		SP:Iteration 11Q (39268.780000 sec): 3 clusters
  Score: Raw -52760.809939 + Penalty 2188.742289 = -50572.067650
  nChanged 4
		SP:Iteration 12Q (39268.950000 sec): 3 clusters
  Score: Raw -52764.948594 + Penalty 2188.742289 = -50576.206304
  nChanged 3
		SP:Iteration 13Q (39269.130000 sec): 3 clusters
  Score: Raw -52768.485992 + Penalty 2188.742289 = -50579.743702
  nChanged 3
		SP:Iteration 14Q (39269.300000 sec): 3 clusters
  Score: Raw -52771.860737 + Penalty 2188.742289 = -50583.118448
  nChanged 1
		SP:Iteration 15Q (39269.470000 sec): 3 clusters
  Score: Raw -52773.103978 + Penalty 2188.742289 = -50584.361689
  nChanged 2
		SP:Iteration 16Q (39269.650000 sec): 3 clusters
  Score: Raw -52776.453316 + Penalty 2188.742289 = -50587.711026
  nChanged 4
		SP:Iteration 17Q (39269.820000 sec): 3 clusters
  Score: Raw -52785.200965 + Penalty 2188.742289 = -50596.458676
  nChanged 4
		SP:Iteration 18Q (39269.990000 sec): 3 clusters
  Score: Raw -52792.045474 + Penalty 2188.742289 = -50603.303185
  nChanged 3
		SP:Iteration 19Q (39270.170000 sec): 3 clusters
  Score: Raw -52799.328523 + Penalty 2188.742289 = -50610.586234
  nChanged 5
		SP:Iteration 20F (39270.340000 sec): 3 clusters
  Score: Raw -52804.891542 + Penalty 2188.742289 = -50616.149253
  nChanged 4
		SP:Iteration 21Q (39270.510000 sec): 3 clusters
  Score: Raw -52807.977616 + Penalty 2188.742289 = -50619.235327
  nChanged 2
		SP:Iteration 22Q (39270.690000 sec): 3 clusters
  Score: Raw -52809.495404 + Penalty 2188.742289 = -50620.753115
  nChanged 3
		SP:Iteration 23Q (39270.860000 sec): 3 clusters
  Score: Raw -52811.607143 + Penalty 2188.742289 = -50622.864853
  nChanged 0
		SP:Iteration 24F (39271.030000 sec): 3 clusters
  Score: Raw -52811.607143 + Penalty 2188.742289 = -50622.864853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39271.120000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39271.290000 sec): 3 clusters
  Score: Raw -161771.886627 + Penalty 2486.614057 = -159285.272569
  nChanged 748
		SP:Iteration 1F (39271.470000 sec): 3 clusters
  Score: Raw -162267.533830 + Penalty 2486.614057 = -159780.919773
  nChanged 188
		SP:Iteration 2F (39271.640000 sec): 3 clusters
  Score: Raw -162395.676089 + Penalty 2486.614057 = -159909.062032
  nChanged 89
		SP:Iteration 3Q (39271.810000 sec): 3 clusters
  Score: Raw -162459.645156 + Penalty 2486.614057 = -159973.031099
  nChanged 64
		SP:Iteration 4Q (39271.990000 sec): 3 clusters
  Score: Raw -162504.379908 + Penalty 2486.614057 = -160017.765850
  nChanged 45
		SP:Iteration 5Q (39272.160000 sec): 3 clusters
  Score: Raw -162527.979959 + Penalty 2486.614057 = -160041.365902
  nChanged 40
		SP:Iteration 6Q (39272.330000 sec): 3 clusters
  Score: Raw -162557.400426 + Penalty 2486.614057 = -160070.786369
  nChanged 39
		SP:Iteration 7Q (39272.510000 sec): 3 clusters
  Score: Raw -162584.256790 + Penalty 2486.614057 = -160097.642733
  nChanged 30
		SP:Iteration 8Q (39272.680000 sec): 3 clusters
  Score: Raw -162611.472011 + Penalty 2486.614057 = -160124.857954
  nChanged 35
		SP:Iteration 9Q (39272.850000 sec): 3 clusters
  Score: Raw -162634.941015 + Penalty 2486.614057 = -160148.326958
  nChanged 29
		SP:Iteration 10Q (39273.030000 sec): 3 clusters
  Score: Raw -162653.839548 + Penalty 2486.614057 = -160167.225491
  nChanged 20
		SP:Iteration 11Q (39273.200000 sec): 3 clusters
  Score: Raw -162665.349065 + Penalty 2486.614057 = -160178.735008
  nChanged 22
		SP:Iteration 12Q (39273.370000 sec): 3 clusters
  Score: Raw -162681.518856 + Penalty 2486.614057 = -160194.904799
  nChanged 26
		SP:Iteration 13Q (39273.550000 sec): 3 clusters
  Score: Raw -162701.704956 + Penalty 2486.614057 = -160215.090899
  nChanged 23
		SP:Iteration 14Q (39273.720000 sec): 3 clusters
  Score: Raw -162719.801790 + Penalty 2486.614057 = -160233.187732
  nChanged 27
		SP:Iteration 15Q (39273.900000 sec): 3 clusters
  Score: Raw -162733.204684 + Penalty 2486.614057 = -160246.590626
  nChanged 26
		SP:Iteration 16Q (39274.070000 sec): 3 clusters
  Score: Raw -162747.217815 + Penalty 2486.614057 = -160260.603758
  nChanged 23
		SP:Iteration 17Q (39274.260000 sec): 3 clusters
  Score: Raw -162760.397188 + Penalty 2486.614057 = -160273.783131
  nChanged 23
		SP:Iteration 18Q (39274.420000 sec): 3 clusters
  Score: Raw -162771.280700 + Penalty 2486.614057 = -160284.666643
  nChanged 26
		SP:Iteration 19Q (39274.590000 sec): 3 clusters
  Score: Raw -162782.891328 + Penalty 2486.614057 = -160296.277271
  nChanged 14
		SP:Iteration 20F (39274.760000 sec): 3 clusters
  Score: Raw -162786.715271 + Penalty 2486.614057 = -160300.101214
  nChanged 9
		SP:Iteration 21Q (39274.940000 sec): 3 clusters
  Score: Raw -162789.436305 + Penalty 2486.614057 = -160302.822248
  nChanged 8
		SP:Iteration 22Q (39275.110000 sec): 3 clusters
  Score: Raw -162792.498077 + Penalty 2486.614057 = -160305.884020
  nChanged 9
		SP:Iteration 23Q (39275.280000 sec): 3 clusters
  Score: Raw -162795.081710 + Penalty 2486.614057 = -160308.467652
  nChanged 7
		SP:Iteration 24Q (39275.460000 sec): 3 clusters
  Score: Raw -162798.633894 + Penalty 2486.614057 = -160312.019837
  nChanged 8
		SP:Iteration 25Q (39275.630000 sec): 3 clusters
  Score: Raw -162801.772245 + Penalty 2486.614057 = -160315.158188
  nChanged 8
		SP:Iteration 26Q (39275.810000 sec): 3 clusters
  Score: Raw -162803.833531 + Penalty 2486.614057 = -160317.219474
  nChanged 7
		SP:Iteration 27Q (39275.980000 sec): 3 clusters
  Score: Raw -162806.560899 + Penalty 2486.614057 = -160319.946842
  nChanged 6
		SP:Iteration 28Q (39276.150000 sec): 3 clusters
  Score: Raw -162809.747940 + Penalty 2486.614057 = -160323.133883
  nChanged 14
		SP:Iteration 29Q (39276.330000 sec): 3 clusters
  Score: Raw -162816.077478 + Penalty 2486.614057 = -160329.463421
  nChanged 14
		SP:Iteration 30Q (39276.500000 sec): 3 clusters
  Score: Raw -162821.847982 + Penalty 2486.614057 = -160335.233925
  nChanged 15
		SP:Iteration 31Q (39276.670000 sec): 3 clusters
  Score: Raw -162829.651870 + Penalty 2486.614057 = -160343.037813
  nChanged 19
		SP:Iteration 32Q (39276.850000 sec): 3 clusters
  Score: Raw -162839.572143 + Penalty 2486.614057 = -160352.958086
  nChanged 15
		SP:Iteration 33Q (39277.020000 sec): 3 clusters
  Score: Raw -162845.349499 + Penalty 2486.614057 = -160358.735442
  nChanged 14
		SP:Iteration 34Q (39277.190000 sec): 3 clusters
  Score: Raw -162851.622781 + Penalty 2486.614057 = -160365.008724
  nChanged 18
		SP:Iteration 35Q (39277.370000 sec): 3 clusters
  Score: Raw -162862.850546 + Penalty 2486.614057 = -160376.236489
  nChanged 24
		SP:Iteration 36Q (39277.540000 sec): 3 clusters
  Score: Raw -162877.349661 + Penalty 2486.614057 = -160390.735604
  nChanged 25
		SP:Iteration 37Q (39277.710000 sec): 3 clusters
  Score: Raw -162890.787888 + Penalty 2486.614057 = -160404.173831
  nChanged 25
		SP:Iteration 38Q (39277.890000 sec): 3 clusters
  Score: Raw -162906.210455 + Penalty 2486.614057 = -160419.596398
  nChanged 27
		SP:Iteration 39Q (39278.060000 sec): 3 clusters
  Score: Raw -162922.832768 + Penalty 2486.614057 = -160436.218711
  nChanged 25
		SP:Iteration 40F (39278.230000 sec): 3 clusters
  Score: Raw -162936.951776 + Penalty 2486.614057 = -160450.337719
  nChanged 26
		SP:Iteration 41Q (39278.410000 sec): 3 clusters
  Score: Raw -162951.250891 + Penalty 2486.614057 = -160464.636834
  nChanged 18
		SP:Iteration 42Q (39278.580000 sec): 3 clusters
  Score: Raw -162958.724070 + Penalty 2486.614057 = -160472.110013
  nChanged 11
		SP:Iteration 43Q (39278.750000 sec): 3 clusters
  Score: Raw -162964.391066 + Penalty 2486.614057 = -160477.777009
  nChanged 9
		SP:Iteration 44Q (39278.930000 sec): 3 clusters
  Score: Raw -162968.555625 + Penalty 2486.614057 = -160481.941568
  nChanged 8
		SP:Iteration 45Q (39279.100000 sec): 3 clusters
  Score: Raw -162974.821738 + Penalty 2486.614057 = -160488.207681
  nChanged 11
		SP:Iteration 46Q (39279.320000 sec): 3 clusters
  Score: Raw -162979.911905 + Penalty 2486.614057 = -160493.297848
  nChanged 11
		SP:Iteration 47Q (39279.450000 sec): 3 clusters
  Score: Raw -162984.080681 + Penalty 2486.614057 = -160497.466624
  nChanged 6
		SP:Iteration 48Q (39279.610000 sec): 3 clusters
  Score: Raw -162986.286456 + Penalty 2486.614057 = -160499.672399
  nChanged 4
		SP:Iteration 49Q (39279.770000 sec): 3 clusters
  Score: Raw -162988.053834 + Penalty 2486.614057 = -160501.439777
  nChanged 5
		SP:Iteration 50Q (39279.930000 sec): 3 clusters
  Score: Raw -162990.138380 + Penalty 2486.614057 = -160503.524323
  nChanged 5
		SP:Iteration 51Q (39280.090000 sec): 3 clusters
  Score: Raw -162993.375747 + Penalty 2486.614057 = -160506.761690
  nChanged 6
		SP:Iteration 52Q (39280.270000 sec): 3 clusters
  Score: Raw -162996.429479 + Penalty 2486.614057 = -160509.815422
  nChanged 10
		SP:Iteration 53Q (39280.440000 sec): 3 clusters
  Score: Raw -163002.374127 + Penalty 2486.614057 = -160515.760070
  nChanged 10
		SP:Iteration 54Q (39280.620000 sec): 3 clusters
  Score: Raw -163009.256009 + Penalty 2486.614057 = -160522.641952
  nChanged 18
		SP:Iteration 55Q (39280.790000 sec): 3 clusters
  Score: Raw -163018.105724 + Penalty 2486.614057 = -160531.491667
  nChanged 8
		SP:Iteration 56Q (39280.960000 sec): 3 clusters
  Score: Raw -163022.275212 + Penalty 2486.614057 = -160535.661155
  nChanged 9
		SP:Iteration 57Q (39281.130000 sec): 3 clusters
  Score: Raw -163028.333259 + Penalty 2486.614057 = -160541.719202
  nChanged 10
		SP:Iteration 58Q (39281.310000 sec): 3 clusters
  Score: Raw -163034.412127 + Penalty 2486.614057 = -160547.798070
  nChanged 10
		SP:Iteration 59Q (39281.480000 sec): 3 clusters
  Score: Raw -163040.936920 + Penalty 2486.614057 = -160554.322862
  nChanged 9
		SP:Iteration 60F (39281.660000 sec): 3 clusters
  Score: Raw -163044.301359 + Penalty 2486.614057 = -160557.687301
  nChanged 4
		SP:Iteration 61Q (39281.830000 sec): 3 clusters
  Score: Raw -163045.444379 + Penalty 2486.614057 = -160558.830322
  nChanged 5
		SP:Iteration 62Q (39282.010000 sec): 3 clusters
  Score: Raw -163047.687444 + Penalty 2486.614057 = -160561.073387
  nChanged 5
		SP:Iteration 63Q (39282.180000 sec): 3 clusters
  Score: Raw -163050.239283 + Penalty 2486.614057 = -160563.625225
  nChanged 6
		SP:Iteration 64Q (39282.350000 sec): 3 clusters
  Score: Raw -163052.781652 + Penalty 2486.614057 = -160566.167595
  nChanged 4
		SP:Iteration 65Q (39282.530000 sec): 3 clusters
  Score: Raw -163055.061634 + Penalty 2486.614057 = -160568.447577
  nChanged 4
		SP:Iteration 66Q (39282.700000 sec): 3 clusters
  Score: Raw -163057.013937 + Penalty 2486.614057 = -160570.399880
  nChanged 4
		SP:Iteration 67Q (39282.870000 sec): 3 clusters
  Score: Raw -163058.615620 + Penalty 2486.614057 = -160572.001563
  nChanged 4
		SP:Iteration 68Q (39283.050000 sec): 3 clusters
  Score: Raw -163060.578713 + Penalty 2486.614057 = -160573.964656
  nChanged 1
		SP:Iteration 69Q (39283.220000 sec): 3 clusters
  Score: Raw -163060.773597 + Penalty 2486.614057 = -160574.159540
  nChanged 0
		SP:Iteration 70F (39283.400000 sec): 3 clusters
  Score: Raw -163060.773597 + Penalty 2486.614057 = -160574.159540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39283.480000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39283.650000 sec): 3 clusters
  Score: Raw -151437.036648 + Penalty 2468.500866 = -148968.535782
  nChanged 719
		SP:Iteration 1F (39283.830000 sec): 3 clusters
  Score: Raw -151898.169289 + Penalty 2468.500866 = -149429.668424
  nChanged 155
		SP:Iteration 2F (39284.000000 sec): 3 clusters
  Score: Raw -152027.569081 + Penalty 2468.500866 = -149559.068216
  nChanged 108
		SP:Iteration 3F (39284.170000 sec): 3 clusters
  Score: Raw -152134.958084 + Penalty 2468.500866 = -149666.457218
  nChanged 95
		SP:Iteration 4Q (39284.350000 sec): 3 clusters
  Score: Raw -152230.438730 + Penalty 2468.500866 = -149761.937864
  nChanged 70
		SP:Iteration 5Q (39284.520000 sec): 3 clusters
  Score: Raw -152294.952664 + Penalty 2468.500866 = -149826.451798
  nChanged 73
		SP:Iteration 6Q (39284.690000 sec): 3 clusters
  Score: Raw -152351.095998 + Penalty 2468.500866 = -149882.595133
  nChanged 46
		SP:Iteration 7Q (39284.870000 sec): 3 clusters
  Score: Raw -152381.592860 + Penalty 2468.500866 = -149913.091995
  nChanged 39
		SP:Iteration 8Q (39285.040000 sec): 3 clusters
  Score: Raw -152412.137605 + Penalty 2468.500866 = -149943.636739
  nChanged 33
		SP:Iteration 9Q (39285.210000 sec): 3 clusters
  Score: Raw -152433.299325 + Penalty 2468.500866 = -149964.798459
  nChanged 27
		SP:Iteration 10Q (39285.390000 sec): 3 clusters
  Score: Raw -152446.597184 + Penalty 2468.500866 = -149978.096318
  nChanged 15
		SP:Iteration 11Q (39285.560000 sec): 3 clusters
  Score: Raw -152453.093548 + Penalty 2468.500866 = -149984.592682
  nChanged 18
		SP:Iteration 12Q (39285.730000 sec): 3 clusters
  Score: Raw -152461.705793 + Penalty 2468.500866 = -149993.204928
  nChanged 17
		SP:Iteration 13Q (39285.910000 sec): 3 clusters
  Score: Raw -152475.206407 + Penalty 2468.500866 = -150006.705541
  nChanged 11
		SP:Iteration 14Q (39286.080000 sec): 3 clusters
  Score: Raw -152481.431224 + Penalty 2468.500866 = -150012.930358
  nChanged 12
		SP:Iteration 15Q (39286.250000 sec): 3 clusters
  Score: Raw -152487.990849 + Penalty 2468.500866 = -150019.489983
  nChanged 15
		SP:Iteration 16Q (39286.430000 sec): 3 clusters
  Score: Raw -152495.632511 + Penalty 2468.500866 = -150027.131645
  nChanged 14
		SP:Iteration 17Q (39286.600000 sec): 3 clusters
  Score: Raw -152506.830461 + Penalty 2468.500866 = -150038.329595
  nChanged 15
		SP:Iteration 18Q (39286.770000 sec): 3 clusters
  Score: Raw -152513.159050 + Penalty 2468.500866 = -150044.658185
  nChanged 8
		SP:Iteration 19Q (39286.950000 sec): 3 clusters
  Score: Raw -152516.359170 + Penalty 2468.500866 = -150047.858304
  nChanged 5
		SP:Iteration 20F (39287.120000 sec): 3 clusters
  Score: Raw -152518.221196 + Penalty 2468.500866 = -150049.720330
  nChanged 7
		SP:Iteration 21Q (39287.290000 sec): 3 clusters
  Score: Raw -152520.379720 + Penalty 2468.500866 = -150051.878855
  nChanged 4
		SP:Iteration 22Q (39287.470000 sec): 3 clusters
  Score: Raw -152521.800592 + Penalty 2468.500866 = -150053.299726
  nChanged 3
		SP:Iteration 23Q (39287.640000 sec): 3 clusters
  Score: Raw -152523.256184 + Penalty 2468.500866 = -150054.755319
  nChanged 4
		SP:Iteration 24Q (39287.810000 sec): 3 clusters
  Score: Raw -152524.714208 + Penalty 2468.500866 = -150056.213343
  nChanged 4
		SP:Iteration 25Q (39287.990000 sec): 3 clusters
  Score: Raw -152526.203586 + Penalty 2468.500866 = -150057.702720
  nChanged 6
		SP:Iteration 26Q (39288.160000 sec): 3 clusters
  Score: Raw -152527.294802 + Penalty 2468.500866 = -150058.793936
  nChanged 5
		SP:Iteration 27Q (39288.330000 sec): 3 clusters
  Score: Raw -152528.866993 + Penalty 2468.500866 = -150060.366127
  nChanged 3
		SP:Iteration 28Q (39288.510000 sec): 3 clusters
  Score: Raw -152530.237521 + Penalty 2468.500866 = -150061.736655
  nChanged 3
		SP:Iteration 29Q (39288.680000 sec): 3 clusters
  Score: Raw -152533.110667 + Penalty 2468.500866 = -150064.609802
  nChanged 3
		SP:Iteration 30Q (39288.850000 sec): 3 clusters
  Score: Raw -152534.110569 + Penalty 2468.500866 = -150065.609704
  nChanged 1
		SP:Iteration 31Q (39289.030000 sec): 3 clusters
  Score: Raw -152534.828786 + Penalty 2468.500866 = -150066.327921
  nChanged 2
		SP:Iteration 32Q (39289.200000 sec): 3 clusters
  Score: Raw -152535.372795 + Penalty 2468.500866 = -150066.871930
  nChanged 2
		SP:Iteration 33Q (39289.370000 sec): 3 clusters
  Score: Raw -152536.425854 + Penalty 2468.500866 = -150067.924988
  nChanged 1
		SP:Iteration 34Q (39289.550000 sec): 3 clusters
  Score: Raw -152536.807192 + Penalty 2468.500866 = -150068.306326
  nChanged 0
		SP:Iteration 35F (39289.720000 sec): 3 clusters
  Score: Raw -152536.807192 + Penalty 2468.500866 = -150068.306326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39289.810000 sec): 2 clusters
  Score: Raw -167808.579862 + Penalty 1244.077903 = -166564.501960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39289.950000 sec): 3 clusters
  Score: Raw -166944.349615 + Penalty 2488.155806 = -164456.193809
  nChanged 757
		SP:Iteration 1F (39289.990000 sec): 3 clusters
  Score: Raw -167542.456558 + Penalty 2488.155806 = -165054.300752
  nChanged 194
		SP:Iteration 2F (39290.060000 sec): 3 clusters
  Score: Raw -167751.162447 + Penalty 2488.155806 = -165263.006641
  nChanged 141
		SP:Iteration 3F (39290.130000 sec): 3 clusters
  Score: Raw -167899.241700 + Penalty 2488.155806 = -165411.085894
  nChanged 123
		SP:Iteration 4F (39290.210000 sec): 3 clusters
  Score: Raw -168040.336787 + Penalty 2488.155806 = -165552.180981
  nChanged 98
		SP:Iteration 5Q (39290.290000 sec): 3 clusters
  Score: Raw -168150.074682 + Penalty 2488.155806 = -165661.918876
  nChanged 77
		SP:Iteration 6Q (39290.360000 sec): 3 clusters
  Score: Raw -168221.988249 + Penalty 2488.155806 = -165733.832443
  nChanged 62
		SP:Iteration 7Q (39290.470000 sec): 3 clusters
  Score: Raw -168284.438646 + Penalty 2488.155806 = -165796.282840
  nChanged 55
		SP:Iteration 8Q (39290.640000 sec): 3 clusters
  Score: Raw -168342.498462 + Penalty 2488.155806 = -165854.342656
  nChanged 54
		SP:Iteration 9Q (39290.810000 sec): 3 clusters
  Score: Raw -168395.652639 + Penalty 2488.155806 = -165907.496833
  nChanged 47
		SP:Iteration 10Q (39290.990000 sec): 3 clusters
  Score: Raw -168448.923704 + Penalty 2488.155806 = -165960.767899
  nChanged 29
		SP:Iteration 11Q (39291.160000 sec): 3 clusters
  Score: Raw -168470.401813 + Penalty 2488.155806 = -165982.246007
  nChanged 21
		SP:Iteration 12Q (39291.330000 sec): 3 clusters
  Score: Raw -168482.397592 + Penalty 2488.155806 = -165994.241786
  nChanged 10
		SP:Iteration 13Q (39291.510000 sec): 3 clusters
  Score: Raw -168488.525814 + Penalty 2488.155806 = -166000.370008
  nChanged 8
		SP:Iteration 14Q (39291.680000 sec): 3 clusters
  Score: Raw -168494.005194 + Penalty 2488.155806 = -166005.849388
  nChanged 6
		SP:Iteration 15Q (39291.850000 sec): 3 clusters
  Score: Raw -168496.397563 + Penalty 2488.155806 = -166008.241757
  nChanged 4
		SP:Iteration 16Q (39292.030000 sec): 3 clusters
  Score: Raw -168498.783151 + Penalty 2488.155806 = -166010.627345
  nChanged 5
		SP:Iteration 17Q (39292.200000 sec): 3 clusters
  Score: Raw -168502.053108 + Penalty 2488.155806 = -166013.897302
  nChanged 5
		SP:Iteration 18Q (39292.370000 sec): 3 clusters
  Score: Raw -168506.570788 + Penalty 2488.155806 = -166018.414982
  nChanged 5
		SP:Iteration 19Q (39292.550000 sec): 3 clusters
  Score: Raw -168509.197825 + Penalty 2488.155806 = -166021.042020
  nChanged 4
		SP:Iteration 20F (39292.720000 sec): 3 clusters
  Score: Raw -168510.331426 + Penalty 2488.155806 = -166022.175620
  nChanged 1
		SP:Iteration 21Q (39292.890000 sec): 3 clusters
  Score: Raw -168510.767737 + Penalty 2488.155806 = -166022.611931
  nChanged 2
		SP:Iteration 22Q (39293.070000 sec): 3 clusters
  Score: Raw -168511.937418 + Penalty 2488.155806 = -166023.781612
  nChanged 1
		SP:Iteration 23Q (39293.240000 sec): 3 clusters
  Score: Raw -168512.091503 + Penalty 2488.155806 = -166023.935697
  nChanged 0
		SP:Iteration 24F (39293.410000 sec): 3 clusters
  Score: Raw -168512.091503 + Penalty 2488.155806 = -166023.935697
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39294.140000 sec): 2 clusters
  Score: Raw -8051175.805318 + Penalty 1861.159987 = -8049314.645331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39295.130000 sec): 3 clusters
  Score: Raw -7989926.257755 + Penalty 3722.319974 = -7986203.937781
  nChanged 45045
		SP:Iteration 1F (39296.150000 sec): 3 clusters
  Score: Raw -8016538.890865 + Penalty 3722.319974 = -8012816.570892
  nChanged 3388
		SP:Iteration 2Q (39297.210000 sec): 3 clusters
  Score: Raw -8017524.641902 + Penalty 3722.319974 = -8013802.321928
  nChanged 3880
		SP:Iteration 3Q (39298.210000 sec): 3 clusters
  Score: Raw -8018979.104194 + Penalty 3722.319974 = -8015256.784221
  nChanged 4812
		SP:Iteration 4F (39299.170000 sec): 3 clusters
  Score: Raw -8021323.224385 + Penalty 3722.319974 = -8017600.904411
  nChanged 5967
		SP:Iteration 5F (39300.230000 sec): 3 clusters
  Score: Raw -8025068.636320 + Penalty 3722.319974 = -8021346.316347
  nChanged 7038
		SP:Iteration 6F (39301.280000 sec): 3 clusters
  Score: Raw -8030486.015344 + Penalty 3722.319974 = -8026763.695371
  nChanged 7380
		SP:Iteration 7F (39302.360000 sec): 3 clusters
  Score: Raw -8036990.873438 + Penalty 3722.319974 = -8033268.553465
  nChanged 6583
		SP:Iteration 8F (39303.410000 sec): 3 clusters
  Score: Raw -8043209.598949 + Penalty 3722.319974 = -8039487.278976
  nChanged 4575
		SP:Iteration 9Q (39304.380000 sec): 3 clusters
  Score: Raw -8047567.824964 + Penalty 3722.319974 = -8043845.504991
  nChanged 2484
		SP:Iteration 10Q (39305.330000 sec): 3 clusters
  Score: Raw -8049855.494373 + Penalty 3722.319974 = -8046133.174399
  nChanged 1006
		SP:Iteration 11Q (39306.200000 sec): 3 clusters
  Score: Raw -8050730.990939 + Penalty 3722.319974 = -8047008.670966
  nChanged 371
		SP:Iteration 12Q (39307.080000 sec): 3 clusters
  Score: Raw -8051075.352853 + Penalty 3722.319974 = -8047353.032879
  nChanged 138
		SP:Iteration 13Q (39307.970000 sec): 3 clusters
  Score: Raw -8051216.113735 + Penalty 3722.319974 = -8047493.793762
  nChanged 57
		SP:Iteration 14Q (39308.770000 sec): 3 clusters
  Score: Raw -8051284.054722 + Penalty 3722.319974 = -8047561.734749
  nChanged 24
		SP:Iteration 15Q (39309.570000 sec): 3 clusters
  Score: Raw -8051318.891548 + Penalty 3722.319974 = -8047596.571575
  nChanged 17
		SP:Iteration 16Q (39310.370000 sec): 3 clusters
  Score: Raw -8051338.914278 + Penalty 3722.319974 = -8047616.594304
  nChanged 10
		SP:Iteration 17Q (39311.180000 sec): 3 clusters
  Score: Raw -8051353.202571 + Penalty 3722.319974 = -8047630.882598
  nChanged 12
		SP:Iteration 18Q (39312.000000 sec): 3 clusters
  Score: Raw -8051370.533911 + Penalty 3722.319974 = -8047648.213937
  nChanged 6
		SP:Iteration 19Q (39312.870000 sec): 3 clusters
  Score: Raw -8051380.785023 + Penalty 3722.319974 = -8047658.465049
  nChanged 2
		SP:Iteration 20F (39313.850000 sec): 3 clusters
  Score: Raw -8051384.129183 + Penalty 3722.319974 = -8047661.809210
  nChanged 2
		SP:Iteration 21Q (39314.730000 sec): 3 clusters
  Score: Raw -8051387.920208 + Penalty 3722.319974 = -8047665.600234
  nChanged 0
		SP:Iteration 22F (39315.780000 sec): 3 clusters
  Score: Raw -8051387.920208 + Penalty 3722.319974 = -8047665.600234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39315.870000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39316.050000 sec): 3 clusters
  Score: Raw -125028.584315 + Penalty 2405.796744 = -122622.787571
  nChanged 564
		SP:Iteration 1F (39316.220000 sec): 3 clusters
  Score: Raw -125412.673613 + Penalty 2405.796744 = -123006.876869
  nChanged 117
		SP:Iteration 2F (39316.400000 sec): 3 clusters
  Score: Raw -125502.534585 + Penalty 2405.796744 = -123096.737841
  nChanged 78
		SP:Iteration 3Q (39316.570000 sec): 3 clusters
  Score: Raw -125568.440594 + Penalty 2405.796744 = -123162.643849
  nChanged 57
		SP:Iteration 4Q (39316.750000 sec): 3 clusters
  Score: Raw -125618.851372 + Penalty 2405.796744 = -123213.054628
  nChanged 39
		SP:Iteration 5Q (39316.920000 sec): 3 clusters
  Score: Raw -125653.980220 + Penalty 2405.796744 = -123248.183475
  nChanged 28
		SP:Iteration 6Q (39317.100000 sec): 3 clusters
  Score: Raw -125674.760812 + Penalty 2405.796744 = -123268.964068
  nChanged 25
		SP:Iteration 7Q (39317.280000 sec): 3 clusters
  Score: Raw -125689.426450 + Penalty 2405.796744 = -123283.629706
  nChanged 10
		SP:Iteration 8Q (39317.450000 sec): 3 clusters
  Score: Raw -125694.802238 + Penalty 2405.796744 = -123289.005494
  nChanged 12
		SP:Iteration 9Q (39317.630000 sec): 3 clusters
  Score: Raw -125700.803131 + Penalty 2405.796744 = -123295.006387
  nChanged 5
		SP:Iteration 10Q (39317.800000 sec): 3 clusters
  Score: Raw -125704.795239 + Penalty 2405.796744 = -123298.998495
  nChanged 5
		SP:Iteration 11Q (39317.980000 sec): 3 clusters
  Score: Raw -125708.650351 + Penalty 2405.796744 = -123302.853607
  nChanged 8
		SP:Iteration 12Q (39318.160000 sec): 3 clusters
  Score: Raw -125712.703946 + Penalty 2405.796744 = -123306.907202
  nChanged 8
		SP:Iteration 13Q (39318.330000 sec): 3 clusters
  Score: Raw -125715.105347 + Penalty 2405.796744 = -123309.308603
  nChanged 2
		SP:Iteration 14Q (39318.510000 sec): 3 clusters
  Score: Raw -125716.398390 + Penalty 2405.796744 = -123310.601646
  nChanged 1
		SP:Iteration 15Q (39318.680000 sec): 3 clusters
  Score: Raw -125716.721892 + Penalty 2405.796744 = -123310.925148
  nChanged 0
		SP:Iteration 16F (39318.860000 sec): 3 clusters
  Score: Raw -125716.721892 + Penalty 2405.796744 = -123310.925148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39318.970000 sec): 2 clusters
  Score: Raw -207300.912096 + Penalty 1303.720741 = -205997.191355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39319.140000 sec): 3 clusters
  Score: Raw -205875.193906 + Penalty 2607.441483 = -203267.752424
  nChanged 1204
		SP:Iteration 1F (39319.320000 sec): 3 clusters
  Score: Raw -206744.764032 + Penalty 2607.441483 = -204137.322549
  nChanged 286
		SP:Iteration 2F (39319.500000 sec): 3 clusters
  Score: Raw -207052.757659 + Penalty 2607.441483 = -204445.316176
  nChanged 228
		SP:Iteration 3F (39319.670000 sec): 3 clusters
  Score: Raw -207334.633478 + Penalty 2607.441483 = -204727.191996
  nChanged 207
		SP:Iteration 4F (39319.850000 sec): 3 clusters
  Score: Raw -207548.655471 + Penalty 2607.441483 = -204941.213988
  nChanged 141
		SP:Iteration 5Q (39320.020000 sec): 3 clusters
  Score: Raw -207657.730043 + Penalty 2607.441483 = -205050.288561
  nChanged 104
		SP:Iteration 6Q (39320.200000 sec): 3 clusters
  Score: Raw -207744.058237 + Penalty 2607.441483 = -205136.616754
  nChanged 87
		SP:Iteration 7Q (39320.380000 sec): 3 clusters
  Score: Raw -207798.846919 + Penalty 2607.441483 = -205191.405437
  nChanged 69
		SP:Iteration 8Q (39320.550000 sec): 3 clusters
  Score: Raw -207836.500192 + Penalty 2607.441483 = -205229.058709
  nChanged 53
		SP:Iteration 9Q (39320.730000 sec): 3 clusters
  Score: Raw -207867.558010 + Penalty 2607.441483 = -205260.116527
  nChanged 46
		SP:Iteration 10Q (39320.900000 sec): 3 clusters
  Score: Raw -207888.076196 + Penalty 2607.441483 = -205280.634713
  nChanged 28
		SP:Iteration 11Q (39321.080000 sec): 3 clusters
  Score: Raw -207905.344345 + Penalty 2607.441483 = -205297.902863
  nChanged 36
		SP:Iteration 12Q (39321.260000 sec): 3 clusters
  Score: Raw -207922.266981 + Penalty 2607.441483 = -205314.825498
  nChanged 32
		SP:Iteration 13Q (39321.430000 sec): 3 clusters
  Score: Raw -207942.545893 + Penalty 2607.441483 = -205335.104411
  nChanged 28
		SP:Iteration 14Q (39321.610000 sec): 3 clusters
  Score: Raw -207956.251513 + Penalty 2607.441483 = -205348.810030
  nChanged 26
		SP:Iteration 15Q (39321.780000 sec): 3 clusters
  Score: Raw -207969.899851 + Penalty 2607.441483 = -205362.458368
  nChanged 24
		SP:Iteration 16Q (39321.960000 sec): 3 clusters
  Score: Raw -207981.177423 + Penalty 2607.441483 = -205373.735940
  nChanged 25
		SP:Iteration 17Q (39322.140000 sec): 3 clusters
  Score: Raw -207991.202799 + Penalty 2607.441483 = -205383.761316
  nChanged 22
		SP:Iteration 18Q (39322.310000 sec): 3 clusters
  Score: Raw -208000.925008 + Penalty 2607.441483 = -205393.483525
  nChanged 16
		SP:Iteration 19Q (39322.490000 sec): 3 clusters
  Score: Raw -208004.614765 + Penalty 2607.441483 = -205397.173283
  nChanged 9
		SP:Iteration 20F (39322.660000 sec): 3 clusters
  Score: Raw -208006.110560 + Penalty 2607.441483 = -205398.669078
  nChanged 4
		SP:Iteration 21Q (39322.840000 sec): 3 clusters
  Score: Raw -208007.543397 + Penalty 2607.441483 = -205400.101915
  nChanged 2
		SP:Iteration 22Q (39323.010000 sec): 3 clusters
  Score: Raw -208007.971175 + Penalty 2607.441483 = -205400.529693
  nChanged 2
		SP:Iteration 23Q (39323.190000 sec): 3 clusters
  Score: Raw -208008.689164 + Penalty 2607.441483 = -205401.247681
  nChanged 3
		SP:Iteration 24Q (39323.360000 sec): 3 clusters
  Score: Raw -208009.140570 + Penalty 2607.441483 = -205401.699087
  nChanged 2
		SP:Iteration 25Q (39323.550000 sec): 3 clusters
  Score: Raw -208009.904169 + Penalty 2607.441483 = -205402.462687
  nChanged 4
		SP:Iteration 26Q (39323.720000 sec): 3 clusters
  Score: Raw -208010.763696 + Penalty 2607.441483 = -205403.322213
  nChanged 2
		SP:Iteration 27Q (39323.900000 sec): 3 clusters
  Score: Raw -208011.789775 + Penalty 2607.441483 = -205404.348292
  nChanged 4
		SP:Iteration 28Q (39324.070000 sec): 3 clusters
  Score: Raw -208013.114525 + Penalty 2607.441483 = -205405.673043
  nChanged 4
		SP:Iteration 29Q (39324.250000 sec): 3 clusters
  Score: Raw -208014.298845 + Penalty 2607.441483 = -205406.857362
  nChanged 5
		SP:Iteration 30Q (39324.430000 sec): 3 clusters
  Score: Raw -208015.450878 + Penalty 2607.441483 = -205408.009395
  nChanged 2
		SP:Iteration 31Q (39324.600000 sec): 3 clusters
  Score: Raw -208015.980175 + Penalty 2607.441483 = -205408.538692
  nChanged 3
		SP:Iteration 32Q (39324.780000 sec): 3 clusters
  Score: Raw -208016.788316 + Penalty 2607.441483 = -205409.346833
  nChanged 3
		SP:Iteration 33Q (39324.950000 sec): 3 clusters
  Score: Raw -208017.211981 + Penalty 2607.441483 = -205409.770498
  nChanged 3
		SP:Iteration 34Q (39325.130000 sec): 3 clusters
  Score: Raw -208017.800008 + Penalty 2607.441483 = -205410.358525
  nChanged 3
		SP:Iteration 35Q (39325.310000 sec): 3 clusters
  Score: Raw -208018.625264 + Penalty 2607.441483 = -205411.183782
  nChanged 3
		SP:Iteration 36Q (39325.470000 sec): 3 clusters
  Score: Raw -208020.535071 + Penalty 2607.441483 = -205413.093588
  nChanged 6
		SP:Iteration 37Q (39325.650000 sec): 3 clusters
  Score: Raw -208022.439054 + Penalty 2607.441483 = -205414.997572
  nChanged 7
		SP:Iteration 38Q (39325.830000 sec): 3 clusters
  Score: Raw -208024.951787 + Penalty 2607.441483 = -205417.510304
  nChanged 7
		SP:Iteration 39Q (39325.990000 sec): 3 clusters
  Score: Raw -208028.267058 + Penalty 2607.441483 = -205420.825575
  nChanged 6
		SP:Iteration 40F (39326.160000 sec): 3 clusters
  Score: Raw -208030.904475 + Penalty 2607.441483 = -205423.462992
  nChanged 6
		SP:Iteration 41Q (39326.340000 sec): 3 clusters
  Score: Raw -208033.198509 + Penalty 2607.441483 = -205425.757026
  nChanged 9
		SP:Iteration 42Q (39326.520000 sec): 3 clusters
  Score: Raw -208037.271031 + Penalty 2607.441483 = -205429.829549
  nChanged 8
		SP:Iteration 43Q (39326.690000 sec): 3 clusters
  Score: Raw -208040.143611 + Penalty 2607.441483 = -205432.702129
  nChanged 9
		SP:Iteration 44Q (39326.870000 sec): 3 clusters
  Score: Raw -208042.427963 + Penalty 2607.441483 = -205434.986481
  nChanged 4
		SP:Iteration 45Q (39327.040000 sec): 3 clusters
  Score: Raw -208043.380378 + Penalty 2607.441483 = -205435.938895
  nChanged 1
		SP:Iteration 46Q (39327.220000 sec): 3 clusters
  Score: Raw -208043.590290 + Penalty 2607.441483 = -205436.148807
  nChanged 0
		SP:Iteration 47F (39327.400000 sec): 3 clusters
  Score: Raw -208043.590290 + Penalty 2607.441483 = -205436.148807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39327.480000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39327.660000 sec): 3 clusters
  Score: Raw -11696.992813 + Penalty 1624.093989 = -10072.898824
  nChanged 13
		SP:Iteration 1F (39327.830000 sec): 3 clusters
  Score: Raw -11733.034993 + Penalty 1624.093989 = -10108.941004
  nChanged 1
		SP:Iteration 2Q (39328.010000 sec): 3 clusters
  Score: Raw -11735.532375 + Penalty 1624.093989 = -10111.438386
  nChanged 1
		SP:Iteration 3Q (39328.180000 sec): 3 clusters
  Score: Raw -11744.262741 + Penalty 1624.093989 = -10120.168752
  nChanged 0
		SP:Iteration 4F (39328.360000 sec): 3 clusters
  Score: Raw -11744.262741 + Penalty 1624.093989 = -10120.168752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39328.450000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39328.620000 sec): 3 clusters
  Score: Raw -93807.667747 + Penalty 2299.087965 = -91508.579782
  nChanged 378
		SP:Iteration 1F (39328.800000 sec): 3 clusters
  Score: Raw -94095.223610 + Penalty 2299.087965 = -91796.135645
  nChanged 84
		SP:Iteration 2F (39328.980000 sec): 3 clusters
  Score: Raw -94157.018103 + Penalty 2299.087965 = -91857.930138
  nChanged 32
		SP:Iteration 3Q (39329.150000 sec): 3 clusters
  Score: Raw -94180.099074 + Penalty 2299.087965 = -91881.011109
  nChanged 20
		SP:Iteration 4Q (39329.330000 sec): 3 clusters
  Score: Raw -94196.840333 + Penalty 2299.087965 = -91897.752368
  nChanged 18
		SP:Iteration 5Q (39329.500000 sec): 3 clusters
  Score: Raw -94212.890614 + Penalty 2299.087965 = -91913.802648
  nChanged 13
		SP:Iteration 6Q (39329.680000 sec): 3 clusters
  Score: Raw -94221.867931 + Penalty 2299.087965 = -91922.779966
  nChanged 12
		SP:Iteration 7Q (39329.860000 sec): 3 clusters
  Score: Raw -94230.937769 + Penalty 2299.087965 = -91931.849804
  nChanged 10
		SP:Iteration 8Q (39330.030000 sec): 3 clusters
  Score: Raw -94239.805600 + Penalty 2299.087965 = -91940.717635
  nChanged 7
		SP:Iteration 9Q (39330.210000 sec): 3 clusters
  Score: Raw -94244.022796 + Penalty 2299.087965 = -91944.934831
  nChanged 5
		SP:Iteration 10Q (39330.380000 sec): 3 clusters
  Score: Raw -94246.535464 + Penalty 2299.087965 = -91947.447499
  nChanged 3
		SP:Iteration 11Q (39330.560000 sec): 3 clusters
  Score: Raw -94247.925681 + Penalty 2299.087965 = -91948.837716
  nChanged 1
		SP:Iteration 12Q (39330.740000 sec): 3 clusters
  Score: Raw -94248.673594 + Penalty 2299.087965 = -91949.585628
  nChanged 1
		SP:Iteration 13Q (39330.910000 sec): 3 clusters
  Score: Raw -94249.143548 + Penalty 2299.087965 = -91950.055583
  nChanged 0
		SP:Iteration 14F (39331.080000 sec): 3 clusters
  Score: Raw -94249.143548 + Penalty 2299.087965 = -91950.055583
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39331.170000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39331.330000 sec): 3 clusters
  Score: Raw -145930.624498 + Penalty 2475.292158 = -143455.332341
  nChanged 729
		SP:Iteration 1F (39331.500000 sec): 3 clusters
  Score: Raw -146433.991340 + Penalty 2475.292158 = -143958.699183
  nChanged 185
		SP:Iteration 2F (39331.660000 sec): 3 clusters
  Score: Raw -146604.887784 + Penalty 2475.292158 = -144129.595626
  nChanged 115
		SP:Iteration 3F (39331.840000 sec): 3 clusters
  Score: Raw -146699.805257 + Penalty 2475.292158 = -144224.513099
  nChanged 86
		SP:Iteration 4Q (39332.020000 sec): 3 clusters
  Score: Raw -146758.173158 + Penalty 2475.292158 = -144282.881001
  nChanged 65
		SP:Iteration 5Q (39332.190000 sec): 3 clusters
  Score: Raw -146803.612236 + Penalty 2475.292158 = -144328.320078
  nChanged 46
		SP:Iteration 6Q (39332.360000 sec): 3 clusters
  Score: Raw -146840.590877 + Penalty 2475.292158 = -144365.298720
  nChanged 45
		SP:Iteration 7Q (39332.540000 sec): 3 clusters
  Score: Raw -146879.727222 + Penalty 2475.292158 = -144404.435065
  nChanged 43
		SP:Iteration 8Q (39332.720000 sec): 3 clusters
  Score: Raw -146916.896643 + Penalty 2475.292158 = -144441.604485
  nChanged 42
		SP:Iteration 9Q (39332.910000 sec): 3 clusters
  Score: Raw -146948.231242 + Penalty 2475.292158 = -144472.939085
  nChanged 33
		SP:Iteration 10Q (39333.070000 sec): 3 clusters
  Score: Raw -146966.444299 + Penalty 2475.292158 = -144491.152142
  nChanged 18
		SP:Iteration 11Q (39333.240000 sec): 3 clusters
  Score: Raw -146974.682108 + Penalty 2475.292158 = -144499.389951
  nChanged 11
		SP:Iteration 12Q (39333.420000 sec): 3 clusters
  Score: Raw -146981.694001 + Penalty 2475.292158 = -144506.401844
  nChanged 9
		SP:Iteration 13Q (39333.600000 sec): 3 clusters
  Score: Raw -146985.973500 + Penalty 2475.292158 = -144510.681343
  nChanged 6
		SP:Iteration 14Q (39333.770000 sec): 3 clusters
  Score: Raw -146988.753796 + Penalty 2475.292158 = -144513.461638
  nChanged 8
		SP:Iteration 15Q (39333.950000 sec): 3 clusters
  Score: Raw -146993.642828 + Penalty 2475.292158 = -144518.350671
  nChanged 8
		SP:Iteration 16Q (39334.120000 sec): 3 clusters
  Score: Raw -146997.114731 + Penalty 2475.292158 = -144521.822574
  nChanged 10
		SP:Iteration 17Q (39334.300000 sec): 3 clusters
  Score: Raw -147002.248826 + Penalty 2475.292158 = -144526.956668
  nChanged 7
		SP:Iteration 18Q (39334.470000 sec): 3 clusters
  Score: Raw -147005.035690 + Penalty 2475.292158 = -144529.743532
  nChanged 6
		SP:Iteration 19Q (39334.650000 sec): 3 clusters
  Score: Raw -147007.404414 + Penalty 2475.292158 = -144532.112257
  nChanged 7
		SP:Iteration 20F (39334.820000 sec): 3 clusters
  Score: Raw -147012.656071 + Penalty 2475.292158 = -144537.363914
  nChanged 9
		SP:Iteration 21Q (39335.000000 sec): 3 clusters
  Score: Raw -147018.710143 + Penalty 2475.292158 = -144543.417986
  nChanged 11
		SP:Iteration 22Q (39335.180000 sec): 3 clusters
  Score: Raw -147024.321756 + Penalty 2475.292158 = -144549.029599
  nChanged 13
		SP:Iteration 23Q (39335.350000 sec): 3 clusters
  Score: Raw -147031.145499 + Penalty 2475.292158 = -144555.853341
  nChanged 13
		SP:Iteration 24Q (39335.530000 sec): 3 clusters
  Score: Raw -147037.971619 + Penalty 2475.292158 = -144562.679461
  nChanged 9
		SP:Iteration 25Q (39335.700000 sec): 3 clusters
  Score: Raw -147043.177169 + Penalty 2475.292158 = -144567.885011
  nChanged 7
		SP:Iteration 26Q (39335.880000 sec): 3 clusters
  Score: Raw -147048.059638 + Penalty 2475.292158 = -144572.767480
  nChanged 11
		SP:Iteration 27Q (39336.050000 sec): 3 clusters
  Score: Raw -147052.719459 + Penalty 2475.292158 = -144577.427301
  nChanged 9
		SP:Iteration 28Q (39336.230000 sec): 3 clusters
  Score: Raw -147056.117172 + Penalty 2475.292158 = -144580.825014
  nChanged 3
		SP:Iteration 29Q (39336.400000 sec): 3 clusters
  Score: Raw -147058.745832 + Penalty 2475.292158 = -144583.453675
  nChanged 7
		SP:Iteration 30Q (39336.580000 sec): 3 clusters
  Score: Raw -147061.768261 + Penalty 2475.292158 = -144586.476103
  nChanged 3
		SP:Iteration 31Q (39336.760000 sec): 3 clusters
  Score: Raw -147063.408268 + Penalty 2475.292158 = -144588.116110
  nChanged 5
		SP:Iteration 32Q (39336.930000 sec): 3 clusters
  Score: Raw -147065.739441 + Penalty 2475.292158 = -144590.447284
  nChanged 5
		SP:Iteration 33Q (39337.110000 sec): 3 clusters
  Score: Raw -147068.383652 + Penalty 2475.292158 = -144593.091495
  nChanged 3
		SP:Iteration 34Q (39337.280000 sec): 3 clusters
  Score: Raw -147070.172434 + Penalty 2475.292158 = -144594.880276
  nChanged 5
		SP:Iteration 35Q (39337.460000 sec): 3 clusters
  Score: Raw -147072.472652 + Penalty 2475.292158 = -144597.180494
  nChanged 6
		SP:Iteration 36Q (39337.640000 sec): 3 clusters
  Score: Raw -147074.428914 + Penalty 2475.292158 = -144599.136757
  nChanged 4
		SP:Iteration 37Q (39337.810000 sec): 3 clusters
  Score: Raw -147076.286523 + Penalty 2475.292158 = -144600.994366
  nChanged 2
		SP:Iteration 38Q (39337.990000 sec): 3 clusters
  Score: Raw -147078.017859 + Penalty 2475.292158 = -144602.725701
  nChanged 7
		SP:Iteration 39Q (39338.160000 sec): 3 clusters
  Score: Raw -147081.677010 + Penalty 2475.292158 = -144606.384853
  nChanged 4
		SP:Iteration 40F (39338.340000 sec): 3 clusters
  Score: Raw -147082.790459 + Penalty 2475.292158 = -144607.498301
  nChanged 1
		SP:Iteration 41Q (39338.510000 sec): 3 clusters
  Score: Raw -147083.038289 + Penalty 2475.292158 = -144607.746132
  nChanged 1
		SP:Iteration 42Q (39338.690000 sec): 3 clusters
  Score: Raw -147083.275209 + Penalty 2475.292158 = -144607.983052
  nChanged 0
		SP:Iteration 43F (39338.860000 sec): 3 clusters
  Score: Raw -147083.275209 + Penalty 2475.292158 = -144607.983052
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39338.950000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39339.130000 sec): 3 clusters
  Score: Raw -24786.430091 + Penalty 1861.225518 = -22925.204573
  nChanged 35
		SP:Iteration 1F (39339.300000 sec): 3 clusters
  Score: Raw -24864.352989 + Penalty 1861.225518 = -23003.127471
  nChanged 21
		SP:Iteration 2F (39339.480000 sec): 3 clusters
  Score: Raw -24933.344579 + Penalty 1861.225518 = -23072.119061
  nChanged 7
		SP:Iteration 3Q (39339.660000 sec): 3 clusters
  Score: Raw -24951.791281 + Penalty 1861.225518 = -23090.565763
  nChanged 5
		SP:Iteration 4Q (39339.830000 sec): 3 clusters
  Score: Raw -24962.396553 + Penalty 1861.225518 = -23101.171035
  nChanged 3
		SP:Iteration 5Q (39340.010000 sec): 3 clusters
  Score: Raw -24966.953898 + Penalty 1861.225518 = -23105.728380
  nChanged 1
		SP:Iteration 6Q (39340.180000 sec): 3 clusters
  Score: Raw -24971.290055 + Penalty 1861.225518 = -23110.064537
  nChanged 0
		SP:Iteration 7F (39340.360000 sec): 3 clusters
  Score: Raw -24971.290055 + Penalty 1861.225518 = -23110.064537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39340.450000 sec): 2 clusters
  Score: Raw -31585.583691 + Penalty 1002.561744 = -30583.021947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39340.620000 sec): 3 clusters
  Score: Raw -31564.555758 + Penalty 2005.123488 = -29559.432270
  nChanged 113
		SP:Iteration 1F (39340.800000 sec): 3 clusters
  Score: Raw -31784.504789 + Penalty 2005.123488 = -29779.381301
  nChanged 41
		SP:Iteration 2F (39340.980000 sec): 3 clusters
  Score: Raw -31898.159532 + Penalty 2005.123488 = -29893.036044
  nChanged 25
		SP:Iteration 3F (39341.150000 sec): 3 clusters
  Score: Raw -31985.252977 + Penalty 2005.123488 = -29980.129489
  nChanged 17
		SP:Iteration 4Q (39341.320000 sec): 3 clusters
  Score: Raw -32046.323150 + Penalty 2005.123488 = -30041.199662
  nChanged 9
		SP:Iteration 5Q (39341.500000 sec): 3 clusters
  Score: Raw -32082.172036 + Penalty 2005.123488 = -30077.048548
  nChanged 9
		SP:Iteration 6Q (39341.680000 sec): 3 clusters
  Score: Raw -32112.817773 + Penalty 2005.123488 = -30107.694285
  nChanged 4
		SP:Iteration 7Q (39341.850000 sec): 3 clusters
  Score: Raw -32122.992190 + Penalty 2005.123488 = -30117.868702
  nChanged 2
		SP:Iteration 8Q (39342.030000 sec): 3 clusters
  Score: Raw -32126.123623 + Penalty 2005.123488 = -30121.000135
  nChanged 0
		SP:Iteration 9F (39342.200000 sec): 3 clusters
  Score: Raw -32126.123623 + Penalty 2005.123488 = -30121.000135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39342.290000 sec): 2 clusters
  Score: Raw -115825.606510 + Penalty 1180.291063 = -114645.315447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39342.470000 sec): 3 clusters
  Score: Raw -115299.686693 + Penalty 2360.582126 = -112939.104568
  nChanged 440
		SP:Iteration 1F (39342.640000 sec): 3 clusters
  Score: Raw -115656.347655 + Penalty 2360.582126 = -113295.765529
  nChanged 130
		SP:Iteration 2F (39342.820000 sec): 3 clusters
  Score: Raw -115778.857968 + Penalty 2360.582126 = -113418.275843
  nChanged 57
		SP:Iteration 3Q (39343.000000 sec): 3 clusters
  Score: Raw -115823.291518 + Penalty 2360.582126 = -113462.709392
  nChanged 48
		SP:Iteration 4Q (39343.170000 sec): 3 clusters
  Score: Raw -115877.146469 + Penalty 2360.582126 = -113516.564344
  nChanged 37
		SP:Iteration 5Q (39343.350000 sec): 3 clusters
  Score: Raw -115918.423066 + Penalty 2360.582126 = -113557.840941
  nChanged 40
		SP:Iteration 6Q (39343.520000 sec): 3 clusters
  Score: Raw -115962.204509 + Penalty 2360.582126 = -113601.622384
  nChanged 32
		SP:Iteration 7Q (39343.700000 sec): 3 clusters
  Score: Raw -115992.075377 + Penalty 2360.582126 = -113631.493251
  nChanged 20
		SP:Iteration 8Q (39343.880000 sec): 3 clusters
  Score: Raw -116008.165001 + Penalty 2360.582126 = -113647.582876
  nChanged 19
		SP:Iteration 9Q (39344.050000 sec): 3 clusters
  Score: Raw -116022.720727 + Penalty 2360.582126 = -113662.138601
  nChanged 8
		SP:Iteration 10Q (39344.230000 sec): 3 clusters
  Score: Raw -116030.497346 + Penalty 2360.582126 = -113669.915221
  nChanged 6
		SP:Iteration 11Q (39344.400000 sec): 3 clusters
  Score: Raw -116035.494504 + Penalty 2360.582126 = -113674.912378
  nChanged 5
		SP:Iteration 12Q (39344.580000 sec): 3 clusters
  Score: Raw -116037.656237 + Penalty 2360.582126 = -113677.074111
  nChanged 3
		SP:Iteration 13Q (39344.760000 sec): 3 clusters
  Score: Raw -116040.088930 + Penalty 2360.582126 = -113679.506805
  nChanged 3
		SP:Iteration 14Q (39344.930000 sec): 3 clusters
  Score: Raw -116042.152641 + Penalty 2360.582126 = -113681.570516
  nChanged 8
		SP:Iteration 15Q (39345.110000 sec): 3 clusters
  Score: Raw -116046.606949 + Penalty 2360.582126 = -113686.024823
  nChanged 3
		SP:Iteration 16Q (39345.280000 sec): 3 clusters
  Score: Raw -116048.079268 + Penalty 2360.582126 = -113687.497142
  nChanged 3
		SP:Iteration 17Q (39345.460000 sec): 3 clusters
  Score: Raw -116050.354908 + Penalty 2360.582126 = -113689.772782
  nChanged 2
		SP:Iteration 18Q (39345.640000 sec): 3 clusters
  Score: Raw -116051.242306 + Penalty 2360.582126 = -113690.660180
  nChanged 1
		SP:Iteration 19Q (39345.810000 sec): 3 clusters
  Score: Raw -116051.704550 + Penalty 2360.582126 = -113691.122424
  nChanged 0
		SP:Iteration 20F (39345.990000 sec): 3 clusters
  Score: Raw -116051.704550 + Penalty 2360.582126 = -113691.122424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39346.080000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39346.250000 sec): 3 clusters
  Score: Raw -11420.527240 + Penalty 1684.079654 = -9736.447586
  nChanged 19
		SP:Iteration 1F (39346.420000 sec): 3 clusters
  Score: Raw -11476.319256 + Penalty 1684.079654 = -9792.239602
  nChanged 3
		SP:Iteration 2Q (39346.600000 sec): 3 clusters
  Score: Raw -11483.027583 + Penalty 1684.079654 = -9798.947929
  nChanged 2
		SP:Iteration 3Q (39346.780000 sec): 3 clusters
  Score: Raw -11489.511857 + Penalty 1684.079654 = -9805.432204
  nChanged 2
		SP:Iteration 4Q (39346.950000 sec): 3 clusters
  Score: Raw -11492.325007 + Penalty 1684.079654 = -9808.245354
  nChanged 2
		SP:Iteration 5Q (39347.130000 sec): 3 clusters
  Score: Raw -11495.482809 + Penalty 1684.079654 = -9811.403155
  nChanged 5
		SP:Iteration 6Q (39347.260000 sec): 3 clusters
  Score: Raw -11506.959637 + Penalty 1684.079654 = -9822.879983
  nChanged 2
		SP:Iteration 7Q (39347.440000 sec): 3 clusters
  Score: Raw -11516.593207 + Penalty 1684.079654 = -9832.513553
  nChanged 2
		SP:Iteration 8Q (39347.590000 sec): 3 clusters
  Score: Raw -11523.810543 + Penalty 1684.079654 = -9839.730889
  nChanged 1
		SP:Iteration 9Q (39347.780000 sec): 3 clusters
  Score: Raw -11524.666034 + Penalty 1684.079654 = -9840.586380
  nChanged 1
		SP:Iteration 10Q (39347.960000 sec): 3 clusters
  Score: Raw -11525.460305 + Penalty 1684.079654 = -9841.380651
  nChanged 1
		SP:Iteration 11Q (39348.130000 sec): 3 clusters
  Score: Raw -11527.183944 + Penalty 1684.079654 = -9843.104290
  nChanged 1
		SP:Iteration 12Q (39348.310000 sec): 3 clusters
  Score: Raw -11530.414992 + Penalty 1684.079654 = -9846.335338
  nChanged 0
		SP:Iteration 13F (39348.470000 sec): 3 clusters
  Score: Raw -11530.414992 + Penalty 1684.079654 = -9846.335338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39348.500000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39348.680000 sec): 3 clusters
  Score: Raw -180974.243470 + Penalty 2484.287633 = -178489.955837
  nChanged 730
		SP:Iteration 1F (39348.850000 sec): 3 clusters
  Score: Raw -181409.475253 + Penalty 2484.287633 = -178925.187620
  nChanged 152
		SP:Iteration 2F (39349.030000 sec): 3 clusters
  Score: Raw -181500.170627 + Penalty 2484.287633 = -179015.882994
  nChanged 79
		SP:Iteration 3Q (39349.210000 sec): 3 clusters
  Score: Raw -181550.500110 + Penalty 2484.287633 = -179066.212476
  nChanged 48
		SP:Iteration 4Q (39349.380000 sec): 3 clusters
  Score: Raw -181578.135502 + Penalty 2484.287633 = -179093.847869
  nChanged 45
		SP:Iteration 5Q (39349.560000 sec): 3 clusters
  Score: Raw -181600.708289 + Penalty 2484.287633 = -179116.420656
  nChanged 41
		SP:Iteration 6Q (39349.730000 sec): 3 clusters
  Score: Raw -181625.116124 + Penalty 2484.287633 = -179140.828490
  nChanged 32
		SP:Iteration 7Q (39349.910000 sec): 3 clusters
  Score: Raw -181644.245961 + Penalty 2484.287633 = -179159.958328
  nChanged 22
		SP:Iteration 8Q (39350.090000 sec): 3 clusters
  Score: Raw -181657.173636 + Penalty 2484.287633 = -179172.886002
  nChanged 22
		SP:Iteration 9Q (39350.260000 sec): 3 clusters
  Score: Raw -181670.606990 + Penalty 2484.287633 = -179186.319357
  nChanged 21
		SP:Iteration 10Q (39350.440000 sec): 3 clusters
  Score: Raw -181684.590880 + Penalty 2484.287633 = -179200.303246
  nChanged 24
		SP:Iteration 11Q (39350.610000 sec): 3 clusters
  Score: Raw -181697.810501 + Penalty 2484.287633 = -179213.522868
  nChanged 22
		SP:Iteration 12Q (39350.790000 sec): 3 clusters
  Score: Raw -181708.715443 + Penalty 2484.287633 = -179224.427809
  nChanged 20
		SP:Iteration 13Q (39350.970000 sec): 3 clusters
  Score: Raw -181716.376055 + Penalty 2484.287633 = -179232.088422
  nChanged 9
		SP:Iteration 14Q (39351.150000 sec): 3 clusters
  Score: Raw -181720.754704 + Penalty 2484.287633 = -179236.467070
  nChanged 10
		SP:Iteration 15Q (39351.310000 sec): 3 clusters
  Score: Raw -181725.892390 + Penalty 2484.287633 = -179241.604756
  nChanged 13
		SP:Iteration 16Q (39351.490000 sec): 3 clusters
  Score: Raw -181731.422444 + Penalty 2484.287633 = -179247.134811
  nChanged 12
		SP:Iteration 17Q (39351.670000 sec): 3 clusters
  Score: Raw -181738.169210 + Penalty 2484.287633 = -179253.881577
  nChanged 13
		SP:Iteration 18Q (39351.840000 sec): 3 clusters
  Score: Raw -181743.887049 + Penalty 2484.287633 = -179259.599415
  nChanged 13
		SP:Iteration 19Q (39352.020000 sec): 3 clusters
  Score: Raw -181751.257882 + Penalty 2484.287633 = -179266.970249
  nChanged 13
		SP:Iteration 20F (39352.190000 sec): 3 clusters
  Score: Raw -181758.489139 + Penalty 2484.287633 = -179274.201506
  nChanged 12
		SP:Iteration 21Q (39352.370000 sec): 3 clusters
  Score: Raw -181766.179573 + Penalty 2484.287633 = -179281.891940
  nChanged 10
		SP:Iteration 22Q (39352.550000 sec): 3 clusters
  Score: Raw -181771.346944 + Penalty 2484.287633 = -179287.059311
  nChanged 13
		SP:Iteration 23Q (39352.720000 sec): 3 clusters
  Score: Raw -181775.950178 + Penalty 2484.287633 = -179291.662544
  nChanged 10
		SP:Iteration 24Q (39352.900000 sec): 3 clusters
  Score: Raw -181780.376778 + Penalty 2484.287633 = -179296.089145
  nChanged 8
		SP:Iteration 25Q (39353.070000 sec): 3 clusters
  Score: Raw -181784.439995 + Penalty 2484.287633 = -179300.152361
  nChanged 6
		SP:Iteration 26Q (39353.250000 sec): 3 clusters
  Score: Raw -181786.444936 + Penalty 2484.287633 = -179302.157302
  nChanged 6
		SP:Iteration 27Q (39353.420000 sec): 3 clusters
  Score: Raw -181789.595201 + Penalty 2484.287633 = -179305.307568
  nChanged 9
		SP:Iteration 28Q (39353.600000 sec): 3 clusters
  Score: Raw -181793.922804 + Penalty 2484.287633 = -179309.635171
  nChanged 8
		SP:Iteration 29Q (39353.770000 sec): 3 clusters
  Score: Raw -181798.847403 + Penalty 2484.287633 = -179314.559769
  nChanged 9
		SP:Iteration 30Q (39353.950000 sec): 3 clusters
  Score: Raw -181802.596253 + Penalty 2484.287633 = -179318.308619
  nChanged 8
		SP:Iteration 31Q (39354.120000 sec): 3 clusters
  Score: Raw -181805.173900 + Penalty 2484.287633 = -179320.886267
  nChanged 6
		SP:Iteration 32Q (39354.300000 sec): 3 clusters
  Score: Raw -181808.376111 + Penalty 2484.287633 = -179324.088478
  nChanged 6
		SP:Iteration 33Q (39354.470000 sec): 3 clusters
  Score: Raw -181810.795331 + Penalty 2484.287633 = -179326.507698
  nChanged 2
		SP:Iteration 34Q (39354.650000 sec): 3 clusters
  Score: Raw -181813.210124 + Penalty 2484.287633 = -179328.922490
  nChanged 6
		SP:Iteration 35Q (39354.830000 sec): 3 clusters
  Score: Raw -181815.842038 + Penalty 2484.287633 = -179331.554405
  nChanged 7
		SP:Iteration 36Q (39355.000000 sec): 3 clusters
  Score: Raw -181819.847067 + Penalty 2484.287633 = -179335.559434
  nChanged 9
		SP:Iteration 37Q (39355.180000 sec): 3 clusters
  Score: Raw -181825.419564 + Penalty 2484.287633 = -179341.131931
  nChanged 12
		SP:Iteration 38Q (39355.350000 sec): 3 clusters
  Score: Raw -181831.817533 + Penalty 2484.287633 = -179347.529900
  nChanged 7
		SP:Iteration 39Q (39355.530000 sec): 3 clusters
  Score: Raw -181834.451229 + Penalty 2484.287633 = -179350.163595
  nChanged 9
		SP:Iteration 40F (39355.710000 sec): 3 clusters
  Score: Raw -181837.187341 + Penalty 2484.287633 = -179352.899708
  nChanged 7
		SP:Iteration 41Q (39355.880000 sec): 3 clusters
  Score: Raw -181840.375957 + Penalty 2484.287633 = -179356.088323
  nChanged 4
		SP:Iteration 42Q (39356.060000 sec): 3 clusters
  Score: Raw -181843.663142 + Penalty 2484.287633 = -179359.375508
  nChanged 5
		SP:Iteration 43Q (39356.230000 sec): 3 clusters
  Score: Raw -181846.674047 + Penalty 2484.287633 = -179362.386414
  nChanged 6
		SP:Iteration 44Q (39356.410000 sec): 3 clusters
  Score: Raw -181850.192887 + Penalty 2484.287633 = -179365.905254
  nChanged 4
		SP:Iteration 45Q (39356.590000 sec): 3 clusters
  Score: Raw -181852.358044 + Penalty 2484.287633 = -179368.070411
  nChanged 5
		SP:Iteration 46Q (39356.760000 sec): 3 clusters
  Score: Raw -181855.115264 + Penalty 2484.287633 = -179370.827630
  nChanged 8
		SP:Iteration 47Q (39356.940000 sec): 3 clusters
  Score: Raw -181859.985213 + Penalty 2484.287633 = -179375.697580
  nChanged 8
		SP:Iteration 48Q (39357.110000 sec): 3 clusters
  Score: Raw -181866.012304 + Penalty 2484.287633 = -179381.724670
  nChanged 10
		SP:Iteration 49Q (39357.290000 sec): 3 clusters
  Score: Raw -181871.250297 + Penalty 2484.287633 = -179386.962664
  nChanged 13
		SP:Iteration 50Q (39357.470000 sec): 3 clusters
  Score: Raw -181878.257826 + Penalty 2484.287633 = -179393.970193
  nChanged 12
		SP:Iteration 51Q (39357.640000 sec): 3 clusters
  Score: Raw -181883.329121 + Penalty 2484.287633 = -179399.041488
  nChanged 8
		SP:Iteration 52Q (39357.820000 sec): 3 clusters
  Score: Raw -181887.501846 + Penalty 2484.287633 = -179403.214212
  nChanged 7
		SP:Iteration 53Q (39357.990000 sec): 3 clusters
  Score: Raw -181891.574388 + Penalty 2484.287633 = -179407.286755
  nChanged 6
		SP:Iteration 54Q (39358.170000 sec): 3 clusters
  Score: Raw -181895.811146 + Penalty 2484.287633 = -179411.523512
  nChanged 6
		SP:Iteration 55Q (39358.350000 sec): 3 clusters
  Score: Raw -181898.928659 + Penalty 2484.287633 = -179414.641026
  nChanged 5
		SP:Iteration 56Q (39358.520000 sec): 3 clusters
  Score: Raw -181902.715433 + Penalty 2484.287633 = -179418.427799
  nChanged 6
		SP:Iteration 57Q (39358.700000 sec): 3 clusters
  Score: Raw -181906.763645 + Penalty 2484.287633 = -179422.476011
  nChanged 4
		SP:Iteration 58Q (39358.870000 sec): 3 clusters
  Score: Raw -181908.090454 + Penalty 2484.287633 = -179423.802821
  nChanged 2
		SP:Iteration 59Q (39359.050000 sec): 3 clusters
  Score: Raw -181909.954035 + Penalty 2484.287633 = -179425.666402
  nChanged 5
		SP:Iteration 60F (39359.230000 sec): 3 clusters
  Score: Raw -181913.270231 + Penalty 2484.287633 = -179428.982598
  nChanged 4
		SP:Iteration 61Q (39359.400000 sec): 3 clusters
  Score: Raw -181915.609305 + Penalty 2484.287633 = -179431.321672
  nChanged 6
		SP:Iteration 62Q (39359.580000 sec): 3 clusters
  Score: Raw -181919.526319 + Penalty 2484.287633 = -179435.238685
  nChanged 5
		SP:Iteration 63Q (39359.750000 sec): 3 clusters
  Score: Raw -181923.269150 + Penalty 2484.287633 = -179438.981516
  nChanged 7
		SP:Iteration 64Q (39359.930000 sec): 3 clusters
  Score: Raw -181927.722871 + Penalty 2484.287633 = -179443.435238
  nChanged 5
		SP:Iteration 65Q (39360.110000 sec): 3 clusters
  Score: Raw -181933.812818 + Penalty 2484.287633 = -179449.525184
  nChanged 7
		SP:Iteration 66Q (39360.280000 sec): 3 clusters
  Score: Raw -181938.724378 + Penalty 2484.287633 = -179454.436744
  nChanged 8
		SP:Iteration 67Q (39360.460000 sec): 3 clusters
  Score: Raw -181943.147327 + Penalty 2484.287633 = -179458.859693
  nChanged 5
		SP:Iteration 68Q (39360.630000 sec): 3 clusters
  Score: Raw -181945.858682 + Penalty 2484.287633 = -179461.571049
  nChanged 7
		SP:Iteration 69Q (39360.810000 sec): 3 clusters
  Score: Raw -181950.680540 + Penalty 2484.287633 = -179466.392906
  nChanged 6
		SP:Iteration 70Q (39360.980000 sec): 3 clusters
  Score: Raw -181953.723043 + Penalty 2484.287633 = -179469.435410
  nChanged 5
		SP:Iteration 71Q (39361.160000 sec): 3 clusters
  Score: Raw -181956.779066 + Penalty 2484.287633 = -179472.491432
  nChanged 8
		SP:Iteration 72Q (39361.330000 sec): 3 clusters
  Score: Raw -181961.757695 + Penalty 2484.287633 = -179477.470061
  nChanged 8
		SP:Iteration 73Q (39361.510000 sec): 3 clusters
  Score: Raw -181967.041759 + Penalty 2484.287633 = -179482.754125
  nChanged 7
		SP:Iteration 74Q (39361.690000 sec): 3 clusters
  Score: Raw -181971.453088 + Penalty 2484.287633 = -179487.165455
  nChanged 4
		SP:Iteration 75Q (39361.860000 sec): 3 clusters
  Score: Raw -181974.463170 + Penalty 2484.287633 = -179490.175537
  nChanged 5
		SP:Iteration 76Q (39362.040000 sec): 3 clusters
  Score: Raw -181976.178731 + Penalty 2484.287633 = -179491.891097
  nChanged 4
		SP:Iteration 77Q (39362.210000 sec): 3 clusters
  Score: Raw -181978.180207 + Penalty 2484.287633 = -179493.892573
  nChanged 4
		SP:Iteration 78Q (39362.390000 sec): 3 clusters
  Score: Raw -181980.986526 + Penalty 2484.287633 = -179496.698892
  nChanged 5
		SP:Iteration 79Q (39362.560000 sec): 3 clusters
  Score: Raw -181983.966592 + Penalty 2484.287633 = -179499.678958
  nChanged 4
		SP:Iteration 80F (39362.740000 sec): 3 clusters
  Score: Raw -181986.409357 + Penalty 2484.287633 = -179502.121724
  nChanged 4
		SP:Iteration 81Q (39362.910000 sec): 3 clusters
  Score: Raw -181989.900000 + Penalty 2484.287633 = -179505.612366
  nChanged 2
		SP:Iteration 82Q (39363.090000 sec): 3 clusters
  Score: Raw -181992.779759 + Penalty 2484.287633 = -179508.492125
  nChanged 3
		SP:Iteration 83Q (39363.270000 sec): 3 clusters
  Score: Raw -181994.405068 + Penalty 2484.287633 = -179510.117434
  nChanged 1
		SP:Iteration 84Q (39363.440000 sec): 3 clusters
  Score: Raw -181994.747317 + Penalty 2484.287633 = -179510.459683
  nChanged 2
		SP:Iteration 85Q (39363.620000 sec): 3 clusters
  Score: Raw -181996.113421 + Penalty 2484.287633 = -179511.825788
  nChanged 3
		SP:Iteration 86Q (39363.790000 sec): 3 clusters
  Score: Raw -182000.073825 + Penalty 2484.287633 = -179515.786192
  nChanged 7
		SP:Iteration 87Q (39363.970000 sec): 3 clusters
  Score: Raw -182006.644629 + Penalty 2484.287633 = -179522.356995
  nChanged 7
		SP:Iteration 88Q (39364.150000 sec): 3 clusters
  Score: Raw -182009.926254 + Penalty 2484.287633 = -179525.638620
  nChanged 1
		SP:Iteration 89Q (39364.320000 sec): 3 clusters
  Score: Raw -182010.242435 + Penalty 2484.287633 = -179525.954801
  nChanged 1
		SP:Iteration 90Q (39364.500000 sec): 3 clusters
  Score: Raw -182010.691114 + Penalty 2484.287633 = -179526.403481
  nChanged 1
		SP:Iteration 91Q (39364.670000 sec): 3 clusters
  Score: Raw -182011.061258 + Penalty 2484.287633 = -179526.773625
  nChanged 0
		SP:Iteration 92F (39364.850000 sec): 3 clusters
  Score: Raw -182011.061258 + Penalty 2484.287633 = -179526.773625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39364.960000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39365.180000 sec): 3 clusters
  Score: Raw -768087.169191 + Penalty 2955.158313 = -765132.010879
  nChanged 3842
		SP:Iteration 1F (39365.360000 sec): 3 clusters
  Score: Raw -770086.487871 + Penalty 2955.158313 = -767131.329559
  nChanged 517
		SP:Iteration 2F (39365.540000 sec): 3 clusters
  Score: Raw -770301.604408 + Penalty 2955.158313 = -767346.446095
  nChanged 448
		SP:Iteration 3F (39365.760000 sec): 3 clusters
  Score: Raw -770530.110065 + Penalty 2955.158313 = -767574.951752
  nChanged 465
		SP:Iteration 4F (39365.970000 sec): 3 clusters
  Score: Raw -770779.723148 + Penalty 2955.158313 = -767824.564835
  nChanged 485
		SP:Iteration 5F (39366.200000 sec): 3 clusters
  Score: Raw -771084.477720 + Penalty 2955.158313 = -768129.319407
  nChanged 568
		SP:Iteration 6F (39366.370000 sec): 3 clusters
  Score: Raw -771495.517636 + Penalty 2955.158313 = -768540.359323
  nChanged 553
		SP:Iteration 7F (39366.550000 sec): 3 clusters
  Score: Raw -771935.980134 + Penalty 2955.158313 = -768980.821821
  nChanged 508
		SP:Iteration 8F (39366.770000 sec): 3 clusters
  Score: Raw -772379.490486 + Penalty 2955.158313 = -769424.332174
  nChanged 387
		SP:Iteration 9Q (39366.990000 sec): 3 clusters
  Score: Raw -772707.031244 + Penalty 2955.158313 = -769751.872932
  nChanged 278
		SP:Iteration 10Q (39367.170000 sec): 3 clusters
  Score: Raw -772933.912833 + Penalty 2955.158313 = -769978.754520
  nChanged 186
		SP:Iteration 11Q (39367.340000 sec): 3 clusters
  Score: Raw -773084.208654 + Penalty 2955.158313 = -770129.050341
  nChanged 107
		SP:Iteration 12Q (39367.550000 sec): 3 clusters
  Score: Raw -773173.732519 + Penalty 2955.158313 = -770218.574206
  nChanged 80
		SP:Iteration 13Q (39367.720000 sec): 3 clusters
  Score: Raw -773231.746964 + Penalty 2955.158313 = -770276.588651
  nChanged 48
		SP:Iteration 14Q (39367.900000 sec): 3 clusters
  Score: Raw -773273.424107 + Penalty 2955.158313 = -770318.265794
  nChanged 40
		SP:Iteration 15Q (39368.100000 sec): 3 clusters
  Score: Raw -773306.955199 + Penalty 2955.158313 = -770351.796886
  nChanged 30
		SP:Iteration 16Q (39368.280000 sec): 3 clusters
  Score: Raw -773326.453571 + Penalty 2955.158313 = -770371.295259
  nChanged 14
		SP:Iteration 17Q (39368.460000 sec): 3 clusters
  Score: Raw -773340.264669 + Penalty 2955.158313 = -770385.106357
  nChanged 13
		SP:Iteration 18Q (39368.640000 sec): 3 clusters
  Score: Raw -773350.202383 + Penalty 2955.158313 = -770395.044070
  nChanged 7
		SP:Iteration 19Q (39368.860000 sec): 3 clusters
  Score: Raw -773356.040489 + Penalty 2955.158313 = -770400.882176
  nChanged 10
		SP:Iteration 20F (39369.030000 sec): 3 clusters
  Score: Raw -773364.165082 + Penalty 2955.158313 = -770409.006769
  nChanged 9
		SP:Iteration 21Q (39369.290000 sec): 3 clusters
  Score: Raw -773370.438305 + Penalty 2955.158313 = -770415.279992
  nChanged 9
		SP:Iteration 22Q (39369.430000 sec): 3 clusters
  Score: Raw -773377.452843 + Penalty 2955.158313 = -770422.294531
  nChanged 5
		SP:Iteration 23Q (39369.610000 sec): 3 clusters
  Score: Raw -773381.894216 + Penalty 2955.158313 = -770426.735904
  nChanged 3
		SP:Iteration 24Q (39369.780000 sec): 3 clusters
  Score: Raw -773384.403782 + Penalty 2955.158313 = -770429.245469
  nChanged 3
		SP:Iteration 25Q (39369.980000 sec): 3 clusters
  Score: Raw -773386.542777 + Penalty 2955.158313 = -770431.384464
  nChanged 2
		SP:Iteration 26Q (39370.240000 sec): 3 clusters
  Score: Raw -773389.228074 + Penalty 2955.158313 = -770434.069762
  nChanged 4
		SP:Iteration 27Q (39370.440000 sec): 3 clusters
  Score: Raw -773392.198164 + Penalty 2955.158313 = -770437.039851
  nChanged 3
		SP:Iteration 28Q (39370.620000 sec): 3 clusters
  Score: Raw -773393.618117 + Penalty 2955.158313 = -770438.459805
  nChanged 1
		SP:Iteration 29Q (39370.810000 sec): 3 clusters
  Score: Raw -773394.960773 + Penalty 2955.158313 = -770439.802460
  nChanged 3
		SP:Iteration 30Q (39371.000000 sec): 3 clusters
  Score: Raw -773397.287213 + Penalty 2955.158313 = -770442.128900
  nChanged 2
		SP:Iteration 31Q (39371.180000 sec): 3 clusters
  Score: Raw -773398.125866 + Penalty 2955.158313 = -770442.967553
  nChanged 2
		SP:Iteration 32Q (39371.400000 sec): 3 clusters
  Score: Raw -773399.343028 + Penalty 2955.158313 = -770444.184715
  nChanged 1
		SP:Iteration 33Q (39371.640000 sec): 3 clusters
  Score: Raw -773400.146745 + Penalty 2955.158313 = -770444.988433
  nChanged 0
		SP:Iteration 34F (39371.820000 sec): 3 clusters
  Score: Raw -773400.146745 + Penalty 2955.158313 = -770444.988433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39371.900000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39372.070000 sec): 3 clusters
  Score: Raw -48507.467593 + Penalty 2116.799786 = -46390.667807
  nChanged 176
		SP:Iteration 1F (39372.250000 sec): 3 clusters
  Score: Raw -48738.897557 + Penalty 2116.799786 = -46622.097771
  nChanged 57
		SP:Iteration 2F (39372.420000 sec): 3 clusters
  Score: Raw -48823.678776 + Penalty 2116.799786 = -46706.878990
  nChanged 31
		SP:Iteration 3Q (39372.600000 sec): 3 clusters
  Score: Raw -48871.440127 + Penalty 2116.799786 = -46754.640341
  nChanged 13
		SP:Iteration 4Q (39372.770000 sec): 3 clusters
  Score: Raw -48888.706874 + Penalty 2116.799786 = -46771.907088
  nChanged 11
		SP:Iteration 5Q (39372.950000 sec): 3 clusters
  Score: Raw -48906.028523 + Penalty 2116.799786 = -46789.228737
  nChanged 9
		SP:Iteration 6Q (39373.120000 sec): 3 clusters
  Score: Raw -48915.088003 + Penalty 2116.799786 = -46798.288217
  nChanged 6
		SP:Iteration 7Q (39373.300000 sec): 3 clusters
  Score: Raw -48921.664453 + Penalty 2116.799786 = -46804.864667
  nChanged 8
		SP:Iteration 8Q (39373.480000 sec): 3 clusters
  Score: Raw -48933.441292 + Penalty 2116.799786 = -46816.641506
  nChanged 9
		SP:Iteration 9Q (39373.650000 sec): 3 clusters
  Score: Raw -48948.381732 + Penalty 2116.799786 = -46831.581946
  nChanged 6
		SP:Iteration 10Q (39373.830000 sec): 3 clusters
  Score: Raw -48960.276717 + Penalty 2116.799786 = -46843.476931
  nChanged 5
		SP:Iteration 11Q (39374.000000 sec): 3 clusters
  Score: Raw -48966.312601 + Penalty 2116.799786 = -46849.512815
  nChanged 2
		SP:Iteration 12Q (39374.140000 sec): 3 clusters
  Score: Raw -48968.384004 + Penalty 2116.799786 = -46851.584218
  nChanged 2
		SP:Iteration 13Q (39374.160000 sec): 3 clusters
  Score: Raw -48974.044480 + Penalty 2116.799786 = -46857.244694
  nChanged 3
		SP:Iteration 14Q (39374.170000 sec): 3 clusters
  Score: Raw -48979.694748 + Penalty 2116.799786 = -46862.894962
  nChanged 4
		SP:Iteration 15Q (39374.180000 sec): 3 clusters
  Score: Raw -48984.120316 + Penalty 2116.799786 = -46867.320530
  nChanged 3
		SP:Iteration 16Q (39374.330000 sec): 3 clusters
  Score: Raw -48987.415532 + Penalty 2116.799786 = -46870.615745
  nChanged 2
		SP:Iteration 17Q (39374.490000 sec): 3 clusters
  Score: Raw -48989.162474 + Penalty 2116.799786 = -46872.362688
  nChanged 1
		SP:Iteration 18Q (39374.670000 sec): 3 clusters
  Score: Raw -48989.852549 + Penalty 2116.799786 = -46873.052763
  nChanged 1
		SP:Iteration 19Q (39374.840000 sec): 3 clusters
  Score: Raw -48991.092128 + Penalty 2116.799786 = -46874.292342
  nChanged 1
		SP:Iteration 20F (39375.020000 sec): 3 clusters
  Score: Raw -48993.078149 + Penalty 2116.799786 = -46876.278363
  nChanged 1
		SP:Iteration 21Q (39375.200000 sec): 3 clusters
  Score: Raw -48993.714307 + Penalty 2116.799786 = -46876.914521
  nChanged 0
		SP:Iteration 22F (39375.370000 sec): 3 clusters
  Score: Raw -48993.714307 + Penalty 2116.799786 = -46876.914521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39375.440000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39375.620000 sec): 3 clusters
  Score: Raw -213813.915138 + Penalty 2557.431297 = -211256.483841
  nChanged 957
		SP:Iteration 1F (39375.800000 sec): 3 clusters
  Score: Raw -214357.900099 + Penalty 2557.431297 = -211800.468801
  nChanged 177
		SP:Iteration 2F (39375.970000 sec): 3 clusters
  Score: Raw -214464.483342 + Penalty 2557.431297 = -211907.052045
  nChanged 130
		SP:Iteration 3Q (39376.150000 sec): 3 clusters
  Score: Raw -214543.697358 + Penalty 2557.431297 = -211986.266061
  nChanged 101
		SP:Iteration 4Q (39376.320000 sec): 3 clusters
  Score: Raw -214609.525418 + Penalty 2557.431297 = -212052.094121
  nChanged 92
		SP:Iteration 5Q (39376.500000 sec): 3 clusters
  Score: Raw -214655.890201 + Penalty 2557.431297 = -212098.458904
  nChanged 69
		SP:Iteration 6Q (39376.680000 sec): 3 clusters
  Score: Raw -214692.791883 + Penalty 2557.431297 = -212135.360585
  nChanged 66
		SP:Iteration 7Q (39376.850000 sec): 3 clusters
  Score: Raw -214734.134918 + Penalty 2557.431297 = -212176.703621
  nChanged 68
		SP:Iteration 8Q (39377.030000 sec): 3 clusters
  Score: Raw -214770.858588 + Penalty 2557.431297 = -212213.427291
  nChanged 52
		SP:Iteration 9Q (39377.200000 sec): 3 clusters
  Score: Raw -214795.128520 + Penalty 2557.431297 = -212237.697223
  nChanged 41
		SP:Iteration 10Q (39377.380000 sec): 3 clusters
  Score: Raw -214814.766742 + Penalty 2557.431297 = -212257.335445
  nChanged 37
		SP:Iteration 11Q (39377.560000 sec): 3 clusters
  Score: Raw -214830.146256 + Penalty 2557.431297 = -212272.714959
  nChanged 24
		SP:Iteration 12Q (39377.730000 sec): 3 clusters
  Score: Raw -214843.442286 + Penalty 2557.431297 = -212286.010989
  nChanged 32
		SP:Iteration 13Q (39377.900000 sec): 3 clusters
  Score: Raw -214861.040729 + Penalty 2557.431297 = -212303.609432
  nChanged 39
		SP:Iteration 14Q (39378.080000 sec): 3 clusters
  Score: Raw -214880.309364 + Penalty 2557.431297 = -212322.878067
  nChanged 42
		SP:Iteration 15Q (39378.260000 sec): 3 clusters
  Score: Raw -214900.238420 + Penalty 2557.431297 = -212342.807123
  nChanged 36
		SP:Iteration 16Q (39378.430000 sec): 3 clusters
  Score: Raw -214921.038201 + Penalty 2557.431297 = -212363.606904
  nChanged 46
		SP:Iteration 17Q (39378.610000 sec): 3 clusters
  Score: Raw -214950.863692 + Penalty 2557.431297 = -212393.432394
  nChanged 61
		SP:Iteration 18Q (39378.790000 sec): 3 clusters
  Score: Raw -214992.794279 + Penalty 2557.431297 = -212435.362982
  nChanged 63
		SP:Iteration 19Q (39378.960000 sec): 3 clusters
  Score: Raw -215032.679764 + Penalty 2557.431297 = -212475.248467
  nChanged 69
		SP:Iteration 20F (39379.140000 sec): 3 clusters
  Score: Raw -215072.686960 + Penalty 2557.431297 = -212515.255662
  nChanged 50
		SP:Iteration 21Q (39379.310000 sec): 3 clusters
  Score: Raw -215101.957100 + Penalty 2557.431297 = -212544.525803
  nChanged 53
		SP:Iteration 22Q (39379.490000 sec): 3 clusters
  Score: Raw -215131.189446 + Penalty 2557.431297 = -212573.758149
  nChanged 39
		SP:Iteration 23Q (39379.670000 sec): 3 clusters
  Score: Raw -215148.966183 + Penalty 2557.431297 = -212591.534886
  nChanged 31
		SP:Iteration 24Q (39379.840000 sec): 3 clusters
  Score: Raw -215163.832819 + Penalty 2557.431297 = -212606.401522
  nChanged 21
		SP:Iteration 25Q (39380.020000 sec): 3 clusters
  Score: Raw -215175.037786 + Penalty 2557.431297 = -212617.606489
  nChanged 19
		SP:Iteration 26Q (39380.190000 sec): 3 clusters
  Score: Raw -215184.999560 + Penalty 2557.431297 = -212627.568263
  nChanged 20
		SP:Iteration 27Q (39380.370000 sec): 3 clusters
  Score: Raw -215193.629604 + Penalty 2557.431297 = -212636.198306
  nChanged 23
		SP:Iteration 28Q (39380.550000 sec): 3 clusters
  Score: Raw -215206.109774 + Penalty 2557.431297 = -212648.678477
  nChanged 25
		SP:Iteration 29Q (39380.720000 sec): 3 clusters
  Score: Raw -215218.639140 + Penalty 2557.431297 = -212661.207843
  nChanged 26
		SP:Iteration 30Q (39380.900000 sec): 3 clusters
  Score: Raw -215232.507305 + Penalty 2557.431297 = -212675.076007
  nChanged 17
		SP:Iteration 31Q (39381.070000 sec): 3 clusters
  Score: Raw -215239.641669 + Penalty 2557.431297 = -212682.210372
  nChanged 15
		SP:Iteration 32Q (39381.250000 sec): 3 clusters
  Score: Raw -215245.611078 + Penalty 2557.431297 = -212688.179781
  nChanged 15
		SP:Iteration 33Q (39381.430000 sec): 3 clusters
  Score: Raw -215250.685601 + Penalty 2557.431297 = -212693.254303
  nChanged 10
		SP:Iteration 34Q (39381.600000 sec): 3 clusters
  Score: Raw -215254.386249 + Penalty 2557.431297 = -212696.954952
  nChanged 7
		SP:Iteration 35Q (39381.780000 sec): 3 clusters
  Score: Raw -215257.434740 + Penalty 2557.431297 = -212700.003442
  nChanged 5
		SP:Iteration 36Q (39381.950000 sec): 3 clusters
  Score: Raw -215258.710229 + Penalty 2557.431297 = -212701.278932
  nChanged 9
		SP:Iteration 37Q (39382.130000 sec): 3 clusters
  Score: Raw -215262.015692 + Penalty 2557.431297 = -212704.584394
  nChanged 4
		SP:Iteration 38Q (39382.310000 sec): 3 clusters
  Score: Raw -215262.878824 + Penalty 2557.431297 = -212705.447527
  nChanged 2
		SP:Iteration 39Q (39382.480000 sec): 3 clusters
  Score: Raw -215263.813471 + Penalty 2557.431297 = -212706.382174
  nChanged 4
		SP:Iteration 40F (39382.660000 sec): 3 clusters
  Score: Raw -215265.842799 + Penalty 2557.431297 = -212708.411501
  nChanged 8
		SP:Iteration 41Q (39382.830000 sec): 3 clusters
  Score: Raw -215269.174781 + Penalty 2557.431297 = -212711.743484
  nChanged 11
		SP:Iteration 42Q (39383.010000 sec): 3 clusters
  Score: Raw -215273.838095 + Penalty 2557.431297 = -212716.406798
  nChanged 5
		SP:Iteration 43Q (39383.190000 sec): 3 clusters
  Score: Raw -215275.887729 + Penalty 2557.431297 = -212718.456432
  nChanged 1
		SP:Iteration 44Q (39383.360000 sec): 3 clusters
  Score: Raw -215276.189807 + Penalty 2557.431297 = -212718.758509
  nChanged 2
		SP:Iteration 45Q (39383.540000 sec): 3 clusters
  Score: Raw -215277.397465 + Penalty 2557.431297 = -212719.966168
  nChanged 2
		SP:Iteration 46Q (39383.710000 sec): 3 clusters
  Score: Raw -215277.960792 + Penalty 2557.431297 = -212720.529494
  nChanged 3
		SP:Iteration 47Q (39383.890000 sec): 3 clusters
  Score: Raw -215279.154075 + Penalty 2557.431297 = -212721.722778
  nChanged 1
		SP:Iteration 48Q (39384.070000 sec): 3 clusters
  Score: Raw -215279.578656 + Penalty 2557.431297 = -212722.147359
  nChanged 1
		SP:Iteration 49Q (39384.240000 sec): 3 clusters
  Score: Raw -215280.017643 + Penalty 2557.431297 = -212722.586346
  nChanged 2
		SP:Iteration 50Q (39384.420000 sec): 3 clusters
  Score: Raw -215281.433059 + Penalty 2557.431297 = -212724.001762
  nChanged 2
		SP:Iteration 51Q (39384.590000 sec): 3 clusters
  Score: Raw -215282.474815 + Penalty 2557.431297 = -212725.043518
  nChanged 1
		SP:Iteration 52Q (39384.770000 sec): 3 clusters
  Score: Raw -215283.430139 + Penalty 2557.431297 = -212725.998841
  nChanged 2
		SP:Iteration 53Q (39384.950000 sec): 3 clusters
  Score: Raw -215284.071776 + Penalty 2557.431297 = -212726.640478
  nChanged 1
		SP:Iteration 54Q (39385.120000 sec): 3 clusters
  Score: Raw -215284.482621 + Penalty 2557.431297 = -212727.051324
  nChanged 0
		SP:Iteration 55F (39385.300000 sec): 3 clusters
  Score: Raw -215284.482621 + Penalty 2557.431297 = -212727.051324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39385.380000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39385.560000 sec): 3 clusters
  Score: Raw -109246.079391 + Penalty 2333.027282 = -106913.052109
  nChanged 418
		SP:Iteration 1F (39385.730000 sec): 3 clusters
  Score: Raw -109538.886173 + Penalty 2333.027282 = -107205.858890
  nChanged 94
		SP:Iteration 2F (39385.910000 sec): 3 clusters
  Score: Raw -109620.217292 + Penalty 2333.027282 = -107287.190010
  nChanged 59
		SP:Iteration 3Q (39386.090000 sec): 3 clusters
  Score: Raw -109668.971980 + Penalty 2333.027282 = -107335.944698
  nChanged 29
		SP:Iteration 4Q (39386.260000 sec): 3 clusters
  Score: Raw -109682.881790 + Penalty 2333.027282 = -107349.854508
  nChanged 15
		SP:Iteration 5Q (39386.440000 sec): 3 clusters
  Score: Raw -109690.990167 + Penalty 2333.027282 = -107357.962885
  nChanged 11
		SP:Iteration 6Q (39386.610000 sec): 3 clusters
  Score: Raw -109699.688764 + Penalty 2333.027282 = -107366.661481
  nChanged 12
		SP:Iteration 7Q (39386.790000 sec): 3 clusters
  Score: Raw -109709.936916 + Penalty 2333.027282 = -107376.909633
  nChanged 16
		SP:Iteration 8Q (39386.970000 sec): 3 clusters
  Score: Raw -109724.534652 + Penalty 2333.027282 = -107391.507370
  nChanged 16
		SP:Iteration 9Q (39387.140000 sec): 3 clusters
  Score: Raw -109742.643256 + Penalty 2333.027282 = -107409.615974
  nChanged 18
		SP:Iteration 10Q (39387.320000 sec): 3 clusters
  Score: Raw -109760.784165 + Penalty 2333.027282 = -107427.756883
  nChanged 22
		SP:Iteration 11Q (39387.490000 sec): 3 clusters
  Score: Raw -109779.346049 + Penalty 2333.027282 = -107446.318767
  nChanged 19
		SP:Iteration 12Q (39387.670000 sec): 3 clusters
  Score: Raw -109797.037473 + Penalty 2333.027282 = -107464.010191
  nChanged 18
		SP:Iteration 13Q (39387.840000 sec): 3 clusters
  Score: Raw -109813.060327 + Penalty 2333.027282 = -107480.033045
  nChanged 22
		SP:Iteration 14Q (39388.020000 sec): 3 clusters
  Score: Raw -109838.200896 + Penalty 2333.027282 = -107505.173613
  nChanged 24
		SP:Iteration 15Q (39388.190000 sec): 3 clusters
  Score: Raw -109869.358525 + Penalty 2333.027282 = -107536.331242
  nChanged 20
		SP:Iteration 16Q (39388.370000 sec): 3 clusters
  Score: Raw -109895.413099 + Penalty 2333.027282 = -107562.385817
  nChanged 18
		SP:Iteration 17Q (39388.550000 sec): 3 clusters
  Score: Raw -109922.746718 + Penalty 2333.027282 = -107589.719435
  nChanged 22
		SP:Iteration 18Q (39388.720000 sec): 3 clusters
  Score: Raw -109962.641054 + Penalty 2333.027282 = -107629.613772
  nChanged 22
		SP:Iteration 19Q (39388.900000 sec): 3 clusters
  Score: Raw -110008.925616 + Penalty 2333.027282 = -107675.898334
  nChanged 34
		SP:Iteration 20F (39389.070000 sec): 3 clusters
  Score: Raw -110045.043777 + Penalty 2333.027282 = -107712.016494
  nChanged 30
		SP:Iteration 21Q (39389.250000 sec): 3 clusters
  Score: Raw -110068.628727 + Penalty 2333.027282 = -107735.601445
  nChanged 19
		SP:Iteration 22Q (39389.430000 sec): 3 clusters
  Score: Raw -110084.362192 + Penalty 2333.027282 = -107751.334910
  nChanged 13
		SP:Iteration 23Q (39389.480000 sec): 3 clusters
  Score: Raw -110097.542737 + Penalty 2333.027282 = -107764.515454
  nChanged 14
		SP:Iteration 24Q (39389.510000 sec): 3 clusters
  Score: Raw -110107.970800 + Penalty 2333.027282 = -107774.943518
  nChanged 16
		SP:Iteration 25Q (39389.650000 sec): 3 clusters
  Score: Raw -110120.306844 + Penalty 2333.027282 = -107787.279562
  nChanged 13
		SP:Iteration 26Q (39389.830000 sec): 3 clusters
  Score: Raw -110128.057763 + Penalty 2333.027282 = -107795.030481
  nChanged 7
		SP:Iteration 27Q (39390.000000 sec): 3 clusters
  Score: Raw -110131.037932 + Penalty 2333.027282 = -107798.010650
  nChanged 4
		SP:Iteration 28Q (39390.180000 sec): 3 clusters
  Score: Raw -110133.160374 + Penalty 2333.027282 = -107800.133091
  nChanged 4
		SP:Iteration 29Q (39390.350000 sec): 3 clusters
  Score: Raw -110136.086294 + Penalty 2333.027282 = -107803.059012
  nChanged 3
		SP:Iteration 30Q (39390.530000 sec): 3 clusters
  Score: Raw -110139.190970 + Penalty 2333.027282 = -107806.163687
  nChanged 4
		SP:Iteration 31Q (39390.710000 sec): 3 clusters
  Score: Raw -110142.123128 + Penalty 2333.027282 = -107809.095846
  nChanged 2
		SP:Iteration 32Q (39390.880000 sec): 3 clusters
  Score: Raw -110142.879882 + Penalty 2333.027282 = -107809.852600
  nChanged 2
		SP:Iteration 33Q (39391.060000 sec): 3 clusters
  Score: Raw -110143.824894 + Penalty 2333.027282 = -107810.797612
  nChanged 1
		SP:Iteration 34Q (39391.230000 sec): 3 clusters
  Score: Raw -110145.252195 + Penalty 2333.027282 = -107812.224913
  nChanged 1
		SP:Iteration 35Q (39391.410000 sec): 3 clusters
  Score: Raw -110145.620350 + Penalty 2333.027282 = -107812.593067
  nChanged 2
		SP:Iteration 36Q (39391.590000 sec): 3 clusters
  Score: Raw -110147.038872 + Penalty 2333.027282 = -107814.011590
  nChanged 0
		SP:Iteration 37F (39391.760000 sec): 3 clusters
  Score: Raw -110147.038872 + Penalty 2333.027282 = -107814.011590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39391.850000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39392.020000 sec): 3 clusters
  Score: Raw -44871.921471 + Penalty 2051.903115 = -42820.018356
  nChanged 129
		SP:Iteration 1F (39392.200000 sec): 3 clusters
  Score: Raw -45040.837244 + Penalty 2051.903115 = -42988.934129
  nChanged 43
		SP:Iteration 2F (39392.370000 sec): 3 clusters
  Score: Raw -45100.714683 + Penalty 2051.903115 = -43048.811567
  nChanged 21
		SP:Iteration 3Q (39392.550000 sec): 3 clusters
  Score: Raw -45148.338564 + Penalty 2051.903115 = -43096.435449
  nChanged 14
		SP:Iteration 4Q (39392.730000 sec): 3 clusters
  Score: Raw -45176.054924 + Penalty 2051.903115 = -43124.151809
  nChanged 4
		SP:Iteration 5Q (39392.900000 sec): 3 clusters
  Score: Raw -45179.097681 + Penalty 2051.903115 = -43127.194566
  nChanged 1
		SP:Iteration 6Q (39393.080000 sec): 3 clusters
  Score: Raw -45180.305679 + Penalty 2051.903115 = -43128.402564
  nChanged 0
		SP:Iteration 7F (39393.250000 sec): 3 clusters
  Score: Raw -45180.305679 + Penalty 2051.903115 = -43128.402564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39393.340000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39393.510000 sec): 3 clusters
  Score: Raw -74727.464553 + Penalty 2212.219542 = -72515.245011
  nChanged 258
		SP:Iteration 1F (39393.690000 sec): 3 clusters
  Score: Raw -74999.237701 + Penalty 2212.219542 = -72787.018159
  nChanged 78
		SP:Iteration 2F (39393.870000 sec): 3 clusters
  Score: Raw -75094.327776 + Penalty 2212.219542 = -72882.108234
  nChanged 38
		SP:Iteration 3Q (39394.040000 sec): 3 clusters
  Score: Raw -75145.792711 + Penalty 2212.219542 = -72933.573169
  nChanged 27
		SP:Iteration 4Q (39394.220000 sec): 3 clusters
  Score: Raw -75183.464731 + Penalty 2212.219542 = -72971.245189
  nChanged 24
		SP:Iteration 5Q (39394.390000 sec): 3 clusters
  Score: Raw -75208.826780 + Penalty 2212.219542 = -72996.607238
  nChanged 10
		SP:Iteration 6Q (39394.570000 sec): 3 clusters
  Score: Raw -75224.113995 + Penalty 2212.219542 = -73011.894453
  nChanged 13
		SP:Iteration 7Q (39394.750000 sec): 3 clusters
  Score: Raw -75246.099950 + Penalty 2212.219542 = -73033.880408
  nChanged 10
		SP:Iteration 8Q (39394.920000 sec): 3 clusters
  Score: Raw -75257.144245 + Penalty 2212.219542 = -73044.924703
  nChanged 8
		SP:Iteration 9Q (39395.100000 sec): 3 clusters
  Score: Raw -75264.484977 + Penalty 2212.219542 = -73052.265435
  nChanged 3
		SP:Iteration 10Q (39395.270000 sec): 3 clusters
  Score: Raw -75267.653740 + Penalty 2212.219542 = -73055.434198
  nChanged 5
		SP:Iteration 11Q (39395.490000 sec): 3 clusters
  Score: Raw -75271.982900 + Penalty 2212.219542 = -73059.763358
  nChanged 1
		SP:Iteration 12Q (39395.670000 sec): 3 clusters
  Score: Raw -75272.355611 + Penalty 2212.219542 = -73060.136069
  nChanged 1
		SP:Iteration 13Q (39395.840000 sec): 3 clusters
  Score: Raw -75272.742628 + Penalty 2212.219542 = -73060.523086
  nChanged 0
		SP:Iteration 14F (39396.020000 sec): 3 clusters
  Score: Raw -75272.742628 + Penalty 2212.219542 = -73060.523086
  nChanged 0
Iteration 244F (39562.050000 sec): 100 clusters
  Score: Raw -34904047.326147 + Penalty 209510.041746 = -34694537.284400
  nChanged 7
Iteration 245F (39727.690000 sec): 100 clusters
  Score: Raw -34904065.418021 + Penalty 209510.041746 = -34694555.376274
  nChanged 3
Iteration 246Q (39850.150000 sec): 100 clusters
  Score: Raw -34904068.177012 + Penalty 209510.041746 = -34694558.135265
  nChanged 2
Iteration 247Q (39971.720000 sec): 100 clusters
  Score: Raw -34904068.456566 + Penalty 209510.041746 = -34694558.414819
  nChanged 1
Iteration 248Q (40090.340000 sec): 100 clusters
  Score: Raw -34904068.523058 + Penalty 209510.041746 = -34694558.481311
  nChanged 0
Iteration 249F (40257.330000 sec): 100 clusters
  Score: Raw -34904068.523058 + Penalty 209510.041746 = -34694558.481311
  nChanged 0
Compute initial score before splitting:   Score: Raw -34904068.523058 + Penalty 209510.041746 = -34694558.481311
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40257.390000 sec): 2 clusters
  Score: Raw -163954.529065 + Penalty 1246.141180 = -162708.387885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40257.550000 sec): 3 clusters
  Score: Raw -163044.893727 + Penalty 2492.282360 = -160552.611366
  nChanged 763
		SP:Iteration 1F (40257.720000 sec): 3 clusters
  Score: Raw -163601.485721 + Penalty 2492.282360 = -161109.203361
  nChanged 216
		SP:Iteration 2F (40257.900000 sec): 3 clusters
  Score: Raw -163805.433745 + Penalty 2492.282360 = -161313.151384
  nChanged 149
		SP:Iteration 3F (40258.070000 sec): 3 clusters
  Score: Raw -163955.432972 + Penalty 2492.282360 = -161463.150612
  nChanged 98
		SP:Iteration 4Q (40258.250000 sec): 3 clusters
  Score: Raw -164042.388321 + Penalty 2492.282360 = -161550.105961
  nChanged 82
		SP:Iteration 5Q (40258.430000 sec): 3 clusters
  Score: Raw -164117.807789 + Penalty 2492.282360 = -161625.525429
  nChanged 64
		SP:Iteration 6Q (40258.600000 sec): 3 clusters
  Score: Raw -164167.082310 + Penalty 2492.282360 = -161674.799950
  nChanged 52
		SP:Iteration 7Q (40258.780000 sec): 3 clusters
  Score: Raw -164203.332756 + Penalty 2492.282360 = -161711.050396
  nChanged 40
		SP:Iteration 8Q (40258.950000 sec): 3 clusters
  Score: Raw -164225.873503 + Penalty 2492.282360 = -161733.591143
  nChanged 20
		SP:Iteration 9Q (40259.130000 sec): 3 clusters
  Score: Raw -164234.807106 + Penalty 2492.282360 = -161742.524746
  nChanged 13
		SP:Iteration 10Q (40259.310000 sec): 3 clusters
  Score: Raw -164240.531768 + Penalty 2492.282360 = -161748.249408
  nChanged 8
		SP:Iteration 11Q (40259.480000 sec): 3 clusters
  Score: Raw -164243.720379 + Penalty 2492.282360 = -161751.438019
  nChanged 4
		SP:Iteration 12Q (40259.660000 sec): 3 clusters
  Score: Raw -164245.196493 + Penalty 2492.282360 = -161752.914133
  nChanged 3
		SP:Iteration 13Q (40259.830000 sec): 3 clusters
  Score: Raw -164246.251253 + Penalty 2492.282360 = -161753.968893
  nChanged 3
		SP:Iteration 14Q (40260.010000 sec): 3 clusters
  Score: Raw -164247.465312 + Penalty 2492.282360 = -161755.182952
  nChanged 2
		SP:Iteration 15Q (40260.190000 sec): 3 clusters
  Score: Raw -164249.332429 + Penalty 2492.282360 = -161757.050069
  nChanged 2
		SP:Iteration 16Q (40260.360000 sec): 3 clusters
  Score: Raw -164250.074367 + Penalty 2492.282360 = -161757.792007
  nChanged 2
		SP:Iteration 17Q (40260.540000 sec): 3 clusters
  Score: Raw -164252.853205 + Penalty 2492.282360 = -161760.570845
  nChanged 1
		SP:Iteration 18Q (40260.710000 sec): 3 clusters
  Score: Raw -164253.286846 + Penalty 2492.282360 = -161761.004486
  nChanged 2
		SP:Iteration 19Q (40260.890000 sec): 3 clusters
  Score: Raw -164254.326818 + Penalty 2492.282360 = -161762.044457
  nChanged 2
		SP:Iteration 20F (40261.070000 sec): 3 clusters
  Score: Raw -164255.493286 + Penalty 2492.282360 = -161763.210926
  nChanged 1
		SP:Iteration 21Q (40261.240000 sec): 3 clusters
  Score: Raw -164256.101605 + Penalty 2492.282360 = -161763.819245
  nChanged 1
		SP:Iteration 22Q (40261.420000 sec): 3 clusters
  Score: Raw -164256.368985 + Penalty 2492.282360 = -161764.086625
  nChanged 1
		SP:Iteration 23Q (40261.590000 sec): 3 clusters
  Score: Raw -164256.765107 + Penalty 2492.282360 = -161764.482747
  nChanged 1
		SP:Iteration 24Q (40261.770000 sec): 3 clusters
  Score: Raw -164257.214439 + Penalty 2492.282360 = -161764.932078
  nChanged 0
		SP:Iteration 25F (40261.950000 sec): 3 clusters
  Score: Raw -164257.214439 + Penalty 2492.282360 = -161764.932078
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40262.170000 sec): 2 clusters
  Score: Raw -1508536.554152 + Penalty 1595.431271 = -1506941.122881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40262.470000 sec): 3 clusters
  Score: Raw -1497600.584658 + Penalty 3190.862542 = -1494409.722116
  nChanged 8228
		SP:Iteration 1F (40262.810000 sec): 3 clusters
  Score: Raw -1501932.687662 + Penalty 3190.862542 = -1498741.825120
  nChanged 876
		SP:Iteration 2Q (40263.130000 sec): 3 clusters
  Score: Raw -1502231.554020 + Penalty 3190.862542 = -1499040.691478
  nChanged 762
		SP:Iteration 3Q (40263.450000 sec): 3 clusters
  Score: Raw -1502495.688354 + Penalty 3190.862542 = -1499304.825812
  nChanged 747
		SP:Iteration 4Q (40263.780000 sec): 3 clusters
  Score: Raw -1502764.702961 + Penalty 3190.862542 = -1499573.840419
  nChanged 760
		SP:Iteration 5Q (40264.040000 sec): 3 clusters
  Score: Raw -1503091.716526 + Penalty 3190.862542 = -1499900.853984
  nChanged 826
		SP:Iteration 6Q (40264.340000 sec): 3 clusters
  Score: Raw -1503507.224444 + Penalty 3190.862542 = -1500316.361902
  nChanged 958
		SP:Iteration 7F (40264.620000 sec): 3 clusters
  Score: Raw -1504036.899168 + Penalty 3190.862542 = -1500846.036626
  nChanged 1025
		SP:Iteration 8F (40264.890000 sec): 3 clusters
  Score: Raw -1504706.673167 + Penalty 3190.862542 = -1501515.810625
  nChanged 1105
		SP:Iteration 9F (40265.240000 sec): 3 clusters
  Score: Raw -1505514.719874 + Penalty 3190.862542 = -1502323.857332
  nChanged 1052
		SP:Iteration 10F (40265.570000 sec): 3 clusters
  Score: Raw -1506344.394017 + Penalty 3190.862542 = -1503153.531475
  nChanged 925
		SP:Iteration 11F (40265.830000 sec): 3 clusters
  Score: Raw -1507094.950861 + Penalty 3190.862542 = -1503904.088319
  nChanged 698
		SP:Iteration 12Q (40266.110000 sec): 3 clusters
  Score: Raw -1507663.959839 + Penalty 3190.862542 = -1504473.097297
  nChanged 491
		SP:Iteration 13Q (40266.490000 sec): 3 clusters
  Score: Raw -1508051.669699 + Penalty 3190.862542 = -1504860.807157
  nChanged 318
		SP:Iteration 14Q (40266.760000 sec): 3 clusters
  Score: Raw -1508303.912081 + Penalty 3190.862542 = -1505113.049539
  nChanged 210
		SP:Iteration 15Q (40267.030000 sec): 3 clusters
  Score: Raw -1508463.790258 + Penalty 3190.862542 = -1505272.927716
  nChanged 152
		SP:Iteration 16Q (40267.270000 sec): 3 clusters
  Score: Raw -1508568.754465 + Penalty 3190.862542 = -1505377.891923
  nChanged 86
		SP:Iteration 17Q (40267.580000 sec): 3 clusters
  Score: Raw -1508641.995698 + Penalty 3190.862542 = -1505451.133156
  nChanged 62
		SP:Iteration 18Q (40267.870000 sec): 3 clusters
  Score: Raw -1508688.386659 + Penalty 3190.862542 = -1505497.524117
  nChanged 47
		SP:Iteration 19Q (40268.200000 sec): 3 clusters
  Score: Raw -1508716.314971 + Penalty 3190.862542 = -1505525.452429
  nChanged 25
		SP:Iteration 20F (40268.450000 sec): 3 clusters
  Score: Raw -1508730.641098 + Penalty 3190.862542 = -1505539.778556
  nChanged 20
		SP:Iteration 21Q (40268.720000 sec): 3 clusters
  Score: Raw -1508739.131095 + Penalty 3190.862542 = -1505548.268553
  nChanged 14
		SP:Iteration 22Q (40269.000000 sec): 3 clusters
  Score: Raw -1508746.693903 + Penalty 3190.862542 = -1505555.831361
  nChanged 15
		SP:Iteration 23Q (40269.340000 sec): 3 clusters
  Score: Raw -1508753.998127 + Penalty 3190.862542 = -1505563.135585
  nChanged 15
		SP:Iteration 24Q (40269.620000 sec): 3 clusters
  Score: Raw -1508762.483242 + Penalty 3190.862542 = -1505571.620700
  nChanged 11
		SP:Iteration 25Q (40269.910000 sec): 3 clusters
  Score: Raw -1508767.089094 + Penalty 3190.862542 = -1505576.226552
  nChanged 7
		SP:Iteration 26Q (40270.190000 sec): 3 clusters
  Score: Raw -1508770.006419 + Penalty 3190.862542 = -1505579.143877
  nChanged 8
		SP:Iteration 27Q (40270.460000 sec): 3 clusters
  Score: Raw -1508773.553192 + Penalty 3190.862542 = -1505582.690650
  nChanged 7
		SP:Iteration 28Q (40270.750000 sec): 3 clusters
  Score: Raw -1508777.894579 + Penalty 3190.862542 = -1505587.032037
  nChanged 6
		SP:Iteration 29Q (40271.030000 sec): 3 clusters
  Score: Raw -1508781.504807 + Penalty 3190.862542 = -1505590.642265
  nChanged 7
		SP:Iteration 30Q (40271.320000 sec): 3 clusters
  Score: Raw -1508785.245724 + Penalty 3190.862542 = -1505594.383182
  nChanged 5
		SP:Iteration 31Q (40271.600000 sec): 3 clusters
  Score: Raw -1508787.357973 + Penalty 3190.862542 = -1505596.495431
  nChanged 6
		SP:Iteration 32Q (40271.870000 sec): 3 clusters
  Score: Raw -1508791.133916 + Penalty 3190.862542 = -1505600.271374
  nChanged 4
		SP:Iteration 33Q (40272.140000 sec): 3 clusters
  Score: Raw -1508793.799684 + Penalty 3190.862542 = -1505602.937142
  nChanged 2
		SP:Iteration 34Q (40272.410000 sec): 3 clusters
  Score: Raw -1508794.770727 + Penalty 3190.862542 = -1505603.908185
  nChanged 1
		SP:Iteration 35Q (40272.690000 sec): 3 clusters
  Score: Raw -1508794.982802 + Penalty 3190.862542 = -1505604.120260
  nChanged 0
		SP:Iteration 36F (40273.020000 sec): 3 clusters
  Score: Raw -1508794.982802 + Penalty 3190.862542 = -1505604.120260
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40273.100000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40273.260000 sec): 3 clusters
  Score: Raw -197060.369532 + Penalty 2547.333398 = -194513.036134
  nChanged 907
		SP:Iteration 1F (40273.390000 sec): 3 clusters
  Score: Raw -197577.209101 + Penalty 2547.333398 = -195029.875704
  nChanged 179
		SP:Iteration 2F (40273.530000 sec): 3 clusters
  Score: Raw -197693.103548 + Penalty 2547.333398 = -195145.770150
  nChanged 104
		SP:Iteration 3Q (40273.660000 sec): 3 clusters
  Score: Raw -197766.780779 + Penalty 2547.333398 = -195219.447381
  nChanged 86
		SP:Iteration 4Q (40273.790000 sec): 3 clusters
  Score: Raw -197816.427728 + Penalty 2547.333398 = -195269.094330
  nChanged 84
		SP:Iteration 5Q (40273.930000 sec): 3 clusters
  Score: Raw -197866.329476 + Penalty 2547.333398 = -195318.996078
  nChanged 65
		SP:Iteration 6Q (40274.060000 sec): 3 clusters
  Score: Raw -197902.125184 + Penalty 2547.333398 = -195354.791786
  nChanged 55
		SP:Iteration 7Q (40274.160000 sec): 3 clusters
  Score: Raw -197940.425897 + Penalty 2547.333398 = -195393.092499
  nChanged 56
		SP:Iteration 8Q (40274.330000 sec): 3 clusters
  Score: Raw -197971.106630 + Penalty 2547.333398 = -195423.773232
  nChanged 47
		SP:Iteration 9Q (40274.510000 sec): 3 clusters
  Score: Raw -197997.620447 + Penalty 2547.333398 = -195450.287049
  nChanged 50
		SP:Iteration 10Q (40274.690000 sec): 3 clusters
  Score: Raw -198019.476435 + Penalty 2547.333398 = -195472.143037
  nChanged 43
		SP:Iteration 11Q (40274.860000 sec): 3 clusters
  Score: Raw -198036.983837 + Penalty 2547.333398 = -195489.650440
  nChanged 27
		SP:Iteration 12Q (40275.040000 sec): 3 clusters
  Score: Raw -198050.954986 + Penalty 2547.333398 = -195503.621588
  nChanged 28
		SP:Iteration 13Q (40275.210000 sec): 3 clusters
  Score: Raw -198066.999062 + Penalty 2547.333398 = -195519.665664
  nChanged 27
		SP:Iteration 14Q (40275.390000 sec): 3 clusters
  Score: Raw -198080.438343 + Penalty 2547.333398 = -195533.104945
  nChanged 25
		SP:Iteration 15Q (40275.560000 sec): 3 clusters
  Score: Raw -198095.527520 + Penalty 2547.333398 = -195548.194122
  nChanged 28
		SP:Iteration 16Q (40275.740000 sec): 3 clusters
  Score: Raw -198109.838609 + Penalty 2547.333398 = -195562.505211
  nChanged 29
		SP:Iteration 17Q (40275.920000 sec): 3 clusters
  Score: Raw -198124.049687 + Penalty 2547.333398 = -195576.716290
  nChanged 21
		SP:Iteration 18Q (40276.090000 sec): 3 clusters
  Score: Raw -198136.164425 + Penalty 2547.333398 = -195588.831027
  nChanged 26
		SP:Iteration 19Q (40276.270000 sec): 3 clusters
  Score: Raw -198149.239460 + Penalty 2547.333398 = -195601.906062
  nChanged 28
		SP:Iteration 20F (40276.440000 sec): 3 clusters
  Score: Raw -198162.303536 + Penalty 2547.333398 = -195614.970139
  nChanged 26
		SP:Iteration 21Q (40276.620000 sec): 3 clusters
  Score: Raw -198174.215658 + Penalty 2547.333398 = -195626.882261
  nChanged 23
		SP:Iteration 22Q (40276.800000 sec): 3 clusters
  Score: Raw -198187.701406 + Penalty 2547.333398 = -195640.368008
  nChanged 27
		SP:Iteration 23Q (40276.970000 sec): 3 clusters
  Score: Raw -198199.139493 + Penalty 2547.333398 = -195651.806095
  nChanged 12
		SP:Iteration 24Q (40277.150000 sec): 3 clusters
  Score: Raw -198203.090461 + Penalty 2547.333398 = -195655.757063
  nChanged 12
		SP:Iteration 25Q (40277.320000 sec): 3 clusters
  Score: Raw -198207.911672 + Penalty 2547.333398 = -195660.578274
  nChanged 17
		SP:Iteration 26Q (40277.500000 sec): 3 clusters
  Score: Raw -198216.134207 + Penalty 2547.333398 = -195668.800810
  nChanged 20
		SP:Iteration 27Q (40277.680000 sec): 3 clusters
  Score: Raw -198223.617135 + Penalty 2547.333398 = -195676.283738
  nChanged 17
		SP:Iteration 28Q (40277.850000 sec): 3 clusters
  Score: Raw -198232.996283 + Penalty 2547.333398 = -195685.662885
  nChanged 18
		SP:Iteration 29Q (40278.030000 sec): 3 clusters
  Score: Raw -198242.022162 + Penalty 2547.333398 = -195694.688764
  nChanged 14
		SP:Iteration 30Q (40278.200000 sec): 3 clusters
  Score: Raw -198248.483512 + Penalty 2547.333398 = -195701.150115
  nChanged 12
		SP:Iteration 31Q (40278.380000 sec): 3 clusters
  Score: Raw -198254.641110 + Penalty 2547.333398 = -195707.307712
  nChanged 12
		SP:Iteration 32Q (40278.560000 sec): 3 clusters
  Score: Raw -198263.214814 + Penalty 2547.333398 = -195715.881416
  nChanged 17
		SP:Iteration 33Q (40278.730000 sec): 3 clusters
  Score: Raw -198269.025100 + Penalty 2547.333398 = -195721.691702
  nChanged 14
		SP:Iteration 34Q (40278.910000 sec): 3 clusters
  Score: Raw -198277.693116 + Penalty 2547.333398 = -195730.359718
  nChanged 14
		SP:Iteration 35Q (40279.080000 sec): 3 clusters
  Score: Raw -198284.714552 + Penalty 2547.333398 = -195737.381155
  nChanged 10
		SP:Iteration 36Q (40279.260000 sec): 3 clusters
  Score: Raw -198290.691299 + Penalty 2547.333398 = -195743.357901
  nChanged 12
		SP:Iteration 37Q (40279.440000 sec): 3 clusters
  Score: Raw -198299.967928 + Penalty 2547.333398 = -195752.634530
  nChanged 14
		SP:Iteration 38Q (40279.610000 sec): 3 clusters
  Score: Raw -198306.778560 + Penalty 2547.333398 = -195759.445162
  nChanged 12
		SP:Iteration 39Q (40279.790000 sec): 3 clusters
  Score: Raw -198311.603442 + Penalty 2547.333398 = -195764.270044
  nChanged 9
		SP:Iteration 40F (40279.960000 sec): 3 clusters
  Score: Raw -198314.409904 + Penalty 2547.333398 = -195767.076507
  nChanged 6
		SP:Iteration 41Q (40280.140000 sec): 3 clusters
  Score: Raw -198317.216140 + Penalty 2547.333398 = -195769.882743
  nChanged 6
		SP:Iteration 42Q (40280.320000 sec): 3 clusters
  Score: Raw -198319.630802 + Penalty 2547.333398 = -195772.297404
  nChanged 4
		SP:Iteration 43Q (40280.490000 sec): 3 clusters
  Score: Raw -198320.987596 + Penalty 2547.333398 = -195773.654199
  nChanged 0
		SP:Iteration 44F (40280.670000 sec): 3 clusters
  Score: Raw -198320.987596 + Penalty 2547.333398 = -195773.654199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40280.750000 sec): 2 clusters
  Score: Raw -79197.020337 + Penalty 1147.187865 = -78049.832472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40280.930000 sec): 3 clusters
  Score: Raw -78827.489101 + Penalty 2294.375729 = -76533.113372
  nChanged 355
		SP:Iteration 1F (40281.100000 sec): 3 clusters
  Score: Raw -79165.262105 + Penalty 2294.375729 = -76870.886376
  nChanged 91
		SP:Iteration 2F (40281.280000 sec): 3 clusters
  Score: Raw -79264.961435 + Penalty 2294.375729 = -76970.585706
  nChanged 46
		SP:Iteration 3Q (40281.460000 sec): 3 clusters
  Score: Raw -79324.425500 + Penalty 2294.375729 = -77030.049771
  nChanged 43
		SP:Iteration 4Q (40281.630000 sec): 3 clusters
  Score: Raw -79383.632184 + Penalty 2294.375729 = -77089.256455
  nChanged 31
		SP:Iteration 5Q (40281.810000 sec): 3 clusters
  Score: Raw -79424.332543 + Penalty 2294.375729 = -77129.956814
  nChanged 29
		SP:Iteration 6Q (40281.980000 sec): 3 clusters
  Score: Raw -79456.649473 + Penalty 2294.375729 = -77162.273744
  nChanged 25
		SP:Iteration 7Q (40282.160000 sec): 3 clusters
  Score: Raw -79483.459375 + Penalty 2294.375729 = -77189.083646
  nChanged 24
		SP:Iteration 8Q (40282.340000 sec): 3 clusters
  Score: Raw -79504.187100 + Penalty 2294.375729 = -77209.811371
  nChanged 23
		SP:Iteration 9Q (40282.510000 sec): 3 clusters
  Score: Raw -79524.567458 + Penalty 2294.375729 = -77230.191729
  nChanged 17
		SP:Iteration 10Q (40282.690000 sec): 3 clusters
  Score: Raw -79536.581667 + Penalty 2294.375729 = -77242.205938
  nChanged 12
		SP:Iteration 11Q (40282.860000 sec): 3 clusters
  Score: Raw -79549.125243 + Penalty 2294.375729 = -77254.749514
  nChanged 18
		SP:Iteration 12Q (40283.040000 sec): 3 clusters
  Score: Raw -79569.996223 + Penalty 2294.375729 = -77275.620494
  nChanged 21
		SP:Iteration 13Q (40283.220000 sec): 3 clusters
  Score: Raw -79589.455121 + Penalty 2294.375729 = -77295.079392
  nChanged 17
		SP:Iteration 14Q (40283.390000 sec): 3 clusters
  Score: Raw -79608.207083 + Penalty 2294.375729 = -77313.831354
  nChanged 15
		SP:Iteration 15Q (40283.570000 sec): 3 clusters
  Score: Raw -79622.758884 + Penalty 2294.375729 = -77328.383155
  nChanged 16
		SP:Iteration 16Q (40283.740000 sec): 3 clusters
  Score: Raw -79647.602580 + Penalty 2294.375729 = -77353.226850
  nChanged 22
		SP:Iteration 17Q (40283.920000 sec): 3 clusters
  Score: Raw -79670.772996 + Penalty 2294.375729 = -77376.397267
  nChanged 21
		SP:Iteration 18Q (40284.100000 sec): 3 clusters
  Score: Raw -79703.601205 + Penalty 2294.375729 = -77409.225476
  nChanged 21
		SP:Iteration 19Q (40284.270000 sec): 3 clusters
  Score: Raw -79733.755706 + Penalty 2294.375729 = -77439.379977
  nChanged 21
		SP:Iteration 20F (40284.450000 sec): 3 clusters
  Score: Raw -79760.897239 + Penalty 2294.375729 = -77466.521509
  nChanged 13
		SP:Iteration 21Q (40284.620000 sec): 3 clusters
  Score: Raw -79777.437994 + Penalty 2294.375729 = -77483.062265
  nChanged 9
		SP:Iteration 22Q (40284.800000 sec): 3 clusters
  Score: Raw -79788.526279 + Penalty 2294.375729 = -77494.150550
  nChanged 6
		SP:Iteration 23Q (40284.980000 sec): 3 clusters
  Score: Raw -79795.696303 + Penalty 2294.375729 = -77501.320574
  nChanged 4
		SP:Iteration 24Q (40285.150000 sec): 3 clusters
  Score: Raw -79798.351423 + Penalty 2294.375729 = -77503.975694
  nChanged 3
		SP:Iteration 25Q (40285.330000 sec): 3 clusters
  Score: Raw -79800.524939 + Penalty 2294.375729 = -77506.149209
  nChanged 3
		SP:Iteration 26Q (40285.500000 sec): 3 clusters
  Score: Raw -79803.938576 + Penalty 2294.375729 = -77509.562846
  nChanged 2
		SP:Iteration 27Q (40285.680000 sec): 3 clusters
  Score: Raw -79805.657607 + Penalty 2294.375729 = -77511.281877
  nChanged 2
		SP:Iteration 28Q (40285.860000 sec): 3 clusters
  Score: Raw -79806.302310 + Penalty 2294.375729 = -77511.926581
  nChanged 0
		SP:Iteration 29F (40286.030000 sec): 3 clusters
  Score: Raw -79806.302310 + Penalty 2294.375729 = -77511.926581
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40286.160000 sec): 2 clusters
  Score: Raw -534005.917709 + Penalty 1435.508741 = -532570.408968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40286.340000 sec): 3 clusters
  Score: Raw -530287.251922 + Penalty 2871.017481 = -527416.234440
  nChanged 2913
		SP:Iteration 1F (40286.540000 sec): 3 clusters
  Score: Raw -531921.069215 + Penalty 2871.017481 = -529050.051733
  nChanged 462
		SP:Iteration 2F (40286.740000 sec): 3 clusters
  Score: Raw -532158.655484 + Penalty 2871.017481 = -529287.638003
  nChanged 361
		SP:Iteration 3F (40286.940000 sec): 3 clusters
  Score: Raw -532340.502506 + Penalty 2871.017481 = -529469.485024
  nChanged 308
		SP:Iteration 4Q (40287.140000 sec): 3 clusters
  Score: Raw -532485.424612 + Penalty 2871.017481 = -529614.407131
  nChanged 284
		SP:Iteration 5Q (40287.330000 sec): 3 clusters
  Score: Raw -532598.358630 + Penalty 2871.017481 = -529727.341149
  nChanged 230
		SP:Iteration 6Q (40287.520000 sec): 3 clusters
  Score: Raw -532699.877778 + Penalty 2871.017481 = -529828.860297
  nChanged 229
		SP:Iteration 7Q (40287.700000 sec): 3 clusters
  Score: Raw -532796.553581 + Penalty 2871.017481 = -529925.536099
  nChanged 190
		SP:Iteration 8Q (40287.890000 sec): 3 clusters
  Score: Raw -532881.431632 + Penalty 2871.017481 = -530010.414151
  nChanged 194
		SP:Iteration 9Q (40288.100000 sec): 3 clusters
  Score: Raw -532972.700596 + Penalty 2871.017481 = -530101.683115
  nChanged 222
		SP:Iteration 10Q (40288.290000 sec): 3 clusters
  Score: Raw -533077.790993 + Penalty 2871.017481 = -530206.773512
  nChanged 235
		SP:Iteration 11Q (40288.500000 sec): 3 clusters
  Score: Raw -533197.604518 + Penalty 2871.017481 = -530326.587037
  nChanged 224
		SP:Iteration 12Q (40288.700000 sec): 3 clusters
  Score: Raw -533300.718818 + Penalty 2871.017481 = -530429.701336
  nChanged 201
		SP:Iteration 13Q (40288.900000 sec): 3 clusters
  Score: Raw -533397.423495 + Penalty 2871.017481 = -530526.406014
  nChanged 181
		SP:Iteration 14Q (40289.100000 sec): 3 clusters
  Score: Raw -533487.565898 + Penalty 2871.017481 = -530616.548417
  nChanged 175
		SP:Iteration 15Q (40289.300000 sec): 3 clusters
  Score: Raw -533566.935010 + Penalty 2871.017481 = -530695.917528
  nChanged 187
		SP:Iteration 16Q (40289.500000 sec): 3 clusters
  Score: Raw -533654.461884 + Penalty 2871.017481 = -530783.444402
  nChanged 157
		SP:Iteration 17Q (40289.700000 sec): 3 clusters
  Score: Raw -533724.890169 + Penalty 2871.017481 = -530853.872688
  nChanged 135
		SP:Iteration 18Q (40289.900000 sec): 3 clusters
  Score: Raw -533783.008086 + Penalty 2871.017481 = -530911.990605
  nChanged 127
		SP:Iteration 19Q (40290.100000 sec): 3 clusters
  Score: Raw -533835.808930 + Penalty 2871.017481 = -530964.791449
  nChanged 116
		SP:Iteration 20F (40290.300000 sec): 3 clusters
  Score: Raw -533883.518610 + Penalty 2871.017481 = -531012.501129
  nChanged 110
		SP:Iteration 21Q (40290.490000 sec): 3 clusters
  Score: Raw -533924.305173 + Penalty 2871.017481 = -531053.287691
  nChanged 83
		SP:Iteration 22Q (40290.680000 sec): 3 clusters
  Score: Raw -533954.357401 + Penalty 2871.017481 = -531083.339919
  nChanged 62
		SP:Iteration 23Q (40290.860000 sec): 3 clusters
  Score: Raw -533974.508078 + Penalty 2871.017481 = -531103.490596
  nChanged 58
		SP:Iteration 24Q (40291.050000 sec): 3 clusters
  Score: Raw -533991.778572 + Penalty 2871.017481 = -531120.761090
  nChanged 54
		SP:Iteration 25Q (40291.250000 sec): 3 clusters
  Score: Raw -534007.597118 + Penalty 2871.017481 = -531136.579636
  nChanged 44
		SP:Iteration 26Q (40291.440000 sec): 3 clusters
  Score: Raw -534020.741242 + Penalty 2871.017481 = -531149.723761
  nChanged 35
		SP:Iteration 27Q (40291.620000 sec): 3 clusters
  Score: Raw -534031.765344 + Penalty 2871.017481 = -531160.747862
  nChanged 40
		SP:Iteration 28Q (40291.810000 sec): 3 clusters
  Score: Raw -534043.724525 + Penalty 2871.017481 = -531172.707043
  nChanged 40
		SP:Iteration 29Q (40292.000000 sec): 3 clusters
  Score: Raw -534056.612482 + Penalty 2871.017481 = -531185.595000
  nChanged 41
		SP:Iteration 30Q (40292.180000 sec): 3 clusters
  Score: Raw -534067.095520 + Penalty 2871.017481 = -531196.078038
  nChanged 33
		SP:Iteration 31Q (40292.420000 sec): 3 clusters
  Score: Raw -534078.483029 + Penalty 2871.017481 = -531207.465548
  nChanged 25
		SP:Iteration 32Q (40292.610000 sec): 3 clusters
  Score: Raw -534086.147755 + Penalty 2871.017481 = -531215.130274
  nChanged 25
		SP:Iteration 33Q (40292.820000 sec): 3 clusters
  Score: Raw -534093.999000 + Penalty 2871.017481 = -531222.981518
  nChanged 23
		SP:Iteration 34Q (40293.050000 sec): 3 clusters
  Score: Raw -534101.825166 + Penalty 2871.017481 = -531230.807685
  nChanged 31
		SP:Iteration 35Q (40293.250000 sec): 3 clusters
  Score: Raw -534113.878384 + Penalty 2871.017481 = -531242.860903
  nChanged 26
		SP:Iteration 36Q (40293.460000 sec): 3 clusters
  Score: Raw -534126.344875 + Penalty 2871.017481 = -531255.327394
  nChanged 30
		SP:Iteration 37Q (40293.660000 sec): 3 clusters
  Score: Raw -534140.541078 + Penalty 2871.017481 = -531269.523596
  nChanged 35
		SP:Iteration 38Q (40293.860000 sec): 3 clusters
  Score: Raw -534155.068414 + Penalty 2871.017481 = -531284.050932
  nChanged 34
		SP:Iteration 39Q (40294.050000 sec): 3 clusters
  Score: Raw -534168.219960 + Penalty 2871.017481 = -531297.202479
  nChanged 34
		SP:Iteration 40F (40294.250000 sec): 3 clusters
  Score: Raw -534181.402588 + Penalty 2871.017481 = -531310.385106
  nChanged 22
		SP:Iteration 41Q (40294.460000 sec): 3 clusters
  Score: Raw -534189.955880 + Penalty 2871.017481 = -531318.938399
  nChanged 21
		SP:Iteration 42Q (40294.640000 sec): 3 clusters
  Score: Raw -534200.149825 + Penalty 2871.017481 = -531329.132344
  nChanged 22
		SP:Iteration 43Q (40294.840000 sec): 3 clusters
  Score: Raw -534209.187799 + Penalty 2871.017481 = -531338.170318
  nChanged 18
		SP:Iteration 44Q (40295.040000 sec): 3 clusters
  Score: Raw -534215.276164 + Penalty 2871.017481 = -531344.258682
  nChanged 17
		SP:Iteration 45Q (40295.240000 sec): 3 clusters
  Score: Raw -534220.960496 + Penalty 2871.017481 = -531349.943014
  nChanged 11
		SP:Iteration 46Q (40295.440000 sec): 3 clusters
  Score: Raw -534223.831732 + Penalty 2871.017481 = -531352.814251
  nChanged 5
		SP:Iteration 47Q (40295.650000 sec): 3 clusters
  Score: Raw -534225.972894 + Penalty 2871.017481 = -531354.955413
  nChanged 8
		SP:Iteration 48Q (40295.850000 sec): 3 clusters
  Score: Raw -534228.441091 + Penalty 2871.017481 = -531357.423609
  nChanged 6
		SP:Iteration 49Q (40296.050000 sec): 3 clusters
  Score: Raw -534230.550581 + Penalty 2871.017481 = -531359.533099
  nChanged 5
		SP:Iteration 50Q (40296.240000 sec): 3 clusters
  Score: Raw -534232.655317 + Penalty 2871.017481 = -531361.637836
  nChanged 12
		SP:Iteration 51Q (40296.440000 sec): 3 clusters
  Score: Raw -534236.919248 + Penalty 2871.017481 = -531365.901767
  nChanged 12
		SP:Iteration 52Q (40296.680000 sec): 3 clusters
  Score: Raw -534242.144554 + Penalty 2871.017481 = -531371.127073
  nChanged 11
		SP:Iteration 53Q (40296.860000 sec): 3 clusters
  Score: Raw -534245.922135 + Penalty 2871.017481 = -531374.904654
  nChanged 4
		SP:Iteration 54Q (40297.060000 sec): 3 clusters
  Score: Raw -534247.075959 + Penalty 2871.017481 = -531376.058478
  nChanged 2
		SP:Iteration 55Q (40297.250000 sec): 3 clusters
  Score: Raw -534247.738200 + Penalty 2871.017481 = -531376.720718
  nChanged 4
		SP:Iteration 56Q (40297.460000 sec): 3 clusters
  Score: Raw -534249.024012 + Penalty 2871.017481 = -531378.006531
  nChanged 2
		SP:Iteration 57Q (40297.660000 sec): 3 clusters
  Score: Raw -534249.841727 + Penalty 2871.017481 = -531378.824246
  nChanged 2
		SP:Iteration 58Q (40297.860000 sec): 3 clusters
  Score: Raw -534250.497235 + Penalty 2871.017481 = -531379.479754
  nChanged 2
		SP:Iteration 59Q (40298.070000 sec): 3 clusters
  Score: Raw -534250.924577 + Penalty 2871.017481 = -531379.907096
  nChanged 0
		SP:Iteration 60F (40298.260000 sec): 3 clusters
  Score: Raw -534250.924577 + Penalty 2871.017481 = -531379.907096
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40298.370000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40298.520000 sec): 3 clusters
  Score: Raw -103118.714278 + Penalty 2333.275090 = -100785.439188
  nChanged 449
		SP:Iteration 1F (40298.660000 sec): 3 clusters
  Score: Raw -103451.264980 + Penalty 2333.275090 = -101117.989890
  nChanged 108
		SP:Iteration 2F (40298.840000 sec): 3 clusters
  Score: Raw -103564.216555 + Penalty 2333.275090 = -101230.941465
  nChanged 63
		SP:Iteration 3Q (40299.010000 sec): 3 clusters
  Score: Raw -103638.124146 + Penalty 2333.275090 = -101304.849056
  nChanged 63
		SP:Iteration 4Q (40299.190000 sec): 3 clusters
  Score: Raw -103731.987115 + Penalty 2333.275090 = -101398.712025
  nChanged 76
		SP:Iteration 5F (40299.360000 sec): 3 clusters
  Score: Raw -103828.599218 + Penalty 2333.275090 = -101495.324128
  nChanged 47
		SP:Iteration 6Q (40299.530000 sec): 3 clusters
  Score: Raw -103883.922968 + Penalty 2333.275090 = -101550.647878
  nChanged 36
		SP:Iteration 7Q (40299.720000 sec): 3 clusters
  Score: Raw -103926.173533 + Penalty 2333.275090 = -101592.898443
  nChanged 32
		SP:Iteration 8Q (40299.890000 sec): 3 clusters
  Score: Raw -103961.012284 + Penalty 2333.275090 = -101627.737194
  nChanged 27
		SP:Iteration 9Q (40300.070000 sec): 3 clusters
  Score: Raw -104004.633570 + Penalty 2333.275090 = -101671.358480
  nChanged 23
		SP:Iteration 10Q (40300.240000 sec): 3 clusters
  Score: Raw -104037.377883 + Penalty 2333.275090 = -101704.102792
  nChanged 27
		SP:Iteration 11Q (40300.420000 sec): 3 clusters
  Score: Raw -104066.919805 + Penalty 2333.275090 = -101733.644715
  nChanged 25
		SP:Iteration 12Q (40300.600000 sec): 3 clusters
  Score: Raw -104084.783676 + Penalty 2333.275090 = -101751.508586
  nChanged 13
		SP:Iteration 13Q (40300.770000 sec): 3 clusters
  Score: Raw -104093.604912 + Penalty 2333.275090 = -101760.329822
  nChanged 11
		SP:Iteration 14Q (40300.950000 sec): 3 clusters
  Score: Raw -104101.626197 + Penalty 2333.275090 = -101768.351107
  nChanged 5
		SP:Iteration 15Q (40301.120000 sec): 3 clusters
  Score: Raw -104106.611885 + Penalty 2333.275090 = -101773.336795
  nChanged 7
		SP:Iteration 16Q (40301.300000 sec): 3 clusters
  Score: Raw -104110.112469 + Penalty 2333.275090 = -101776.837379
  nChanged 1
		SP:Iteration 17Q (40301.480000 sec): 3 clusters
  Score: Raw -104110.478707 + Penalty 2333.275090 = -101777.203617
  nChanged 1
		SP:Iteration 18Q (40301.650000 sec): 3 clusters
  Score: Raw -104110.952886 + Penalty 2333.275090 = -101777.677796
  nChanged 1
		SP:Iteration 19Q (40301.820000 sec): 3 clusters
  Score: Raw -104111.385392 + Penalty 2333.275090 = -101778.110302
  nChanged 0
		SP:Iteration 20F (40302.000000 sec): 3 clusters
  Score: Raw -104111.385392 + Penalty 2333.275090 = -101778.110302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40302.090000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40302.260000 sec): 3 clusters
  Score: Raw -43659.041095 + Penalty 2028.089650 = -41630.951446
  nChanged 110
		SP:Iteration 1F (40302.440000 sec): 3 clusters
  Score: Raw -43803.040009 + Penalty 2028.089650 = -41774.950359
  nChanged 37
		SP:Iteration 2F (40302.620000 sec): 3 clusters
  Score: Raw -43862.849430 + Penalty 2028.089650 = -41834.759781
  nChanged 17
		SP:Iteration 3Q (40302.790000 sec): 3 clusters
  Score: Raw -43880.291716 + Penalty 2028.089650 = -41852.202066
  nChanged 10
		SP:Iteration 4Q (40302.970000 sec): 3 clusters
  Score: Raw -43892.936121 + Penalty 2028.089650 = -41864.846471
  nChanged 8
		SP:Iteration 5Q (40303.140000 sec): 3 clusters
  Score: Raw -43907.200751 + Penalty 2028.089650 = -41879.111101
  nChanged 7
		SP:Iteration 6Q (40303.320000 sec): 3 clusters
  Score: Raw -43917.301840 + Penalty 2028.089650 = -41889.212190
  nChanged 2
		SP:Iteration 7Q (40303.500000 sec): 3 clusters
  Score: Raw -43919.558411 + Penalty 2028.089650 = -41891.468761
  nChanged 1
		SP:Iteration 8Q (40303.670000 sec): 3 clusters
  Score: Raw -43920.467188 + Penalty 2028.089650 = -41892.377538
  nChanged 0
		SP:Iteration 9F (40303.850000 sec): 3 clusters
  Score: Raw -43920.467188 + Penalty 2028.089650 = -41892.377538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40303.960000 sec): 2 clusters
  Score: Raw -230213.252375 + Penalty 1294.401156 = -228918.851219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40304.200000 sec): 3 clusters
  Score: Raw -228858.448749 + Penalty 2588.802311 = -226269.646438
  nChanged 1100
		SP:Iteration 1F (40304.340000 sec): 3 clusters
  Score: Raw -229556.403263 + Penalty 2588.802311 = -226967.600952
  nChanged 259
		SP:Iteration 2F (40304.490000 sec): 3 clusters
  Score: Raw -229762.587435 + Penalty 2588.802311 = -227173.785124
  nChanged 174
		SP:Iteration 3F (40304.590000 sec): 3 clusters
  Score: Raw -229879.340930 + Penalty 2588.802311 = -227290.538618
  nChanged 124
		SP:Iteration 4Q (40304.760000 sec): 3 clusters
  Score: Raw -229975.394241 + Penalty 2588.802311 = -227386.591930
  nChanged 106
		SP:Iteration 5Q (40304.920000 sec): 3 clusters
  Score: Raw -230070.901721 + Penalty 2588.802311 = -227482.099409
  nChanged 108
		SP:Iteration 6Q (40305.080000 sec): 3 clusters
  Score: Raw -230163.559026 + Penalty 2588.802311 = -227574.756714
  nChanged 91
		SP:Iteration 7Q (40305.240000 sec): 3 clusters
  Score: Raw -230227.392890 + Penalty 2588.802311 = -227638.590579
  nChanged 74
		SP:Iteration 8Q (40305.400000 sec): 3 clusters
  Score: Raw -230274.169636 + Penalty 2588.802311 = -227685.367324
  nChanged 76
		SP:Iteration 9Q (40305.560000 sec): 3 clusters
  Score: Raw -230324.637837 + Penalty 2588.802311 = -227735.835526
  nChanged 59
		SP:Iteration 10Q (40305.720000 sec): 3 clusters
  Score: Raw -230361.766959 + Penalty 2588.802311 = -227772.964647
  nChanged 59
		SP:Iteration 11Q (40305.880000 sec): 3 clusters
  Score: Raw -230397.055138 + Penalty 2588.802311 = -227808.252827
  nChanged 46
		SP:Iteration 12Q (40306.040000 sec): 3 clusters
  Score: Raw -230424.471824 + Penalty 2588.802311 = -227835.669513
  nChanged 36
		SP:Iteration 13Q (40306.200000 sec): 3 clusters
  Score: Raw -230439.999534 + Penalty 2588.802311 = -227851.197222
  nChanged 34
		SP:Iteration 14Q (40306.380000 sec): 3 clusters
  Score: Raw -230459.898468 + Penalty 2588.802311 = -227871.096157
  nChanged 35
		SP:Iteration 15Q (40306.550000 sec): 3 clusters
  Score: Raw -230484.582487 + Penalty 2588.802311 = -227895.780176
  nChanged 43
		SP:Iteration 16Q (40306.730000 sec): 3 clusters
  Score: Raw -230505.995287 + Penalty 2588.802311 = -227917.192976
  nChanged 33
		SP:Iteration 17Q (40306.910000 sec): 3 clusters
  Score: Raw -230531.522331 + Penalty 2588.802311 = -227942.720020
  nChanged 35
		SP:Iteration 18Q (40307.080000 sec): 3 clusters
  Score: Raw -230555.148464 + Penalty 2588.802311 = -227966.346153
  nChanged 45
		SP:Iteration 19Q (40307.250000 sec): 3 clusters
  Score: Raw -230579.907158 + Penalty 2588.802311 = -227991.104846
  nChanged 28
		SP:Iteration 20F (40307.430000 sec): 3 clusters
  Score: Raw -230594.625594 + Penalty 2588.802311 = -228005.823283
  nChanged 27
		SP:Iteration 21Q (40307.610000 sec): 3 clusters
  Score: Raw -230611.499871 + Penalty 2588.802311 = -228022.697560
  nChanged 25
		SP:Iteration 22Q (40307.780000 sec): 3 clusters
  Score: Raw -230624.535554 + Penalty 2588.802311 = -228035.733242
  nChanged 17
		SP:Iteration 23Q (40307.960000 sec): 3 clusters
  Score: Raw -230635.942283 + Penalty 2588.802311 = -228047.139971
  nChanged 18
		SP:Iteration 24Q (40308.130000 sec): 3 clusters
  Score: Raw -230644.063416 + Penalty 2588.802311 = -228055.261104
  nChanged 14
		SP:Iteration 25Q (40308.310000 sec): 3 clusters
  Score: Raw -230648.796815 + Penalty 2588.802311 = -228059.994504
  nChanged 11
		SP:Iteration 26Q (40308.490000 sec): 3 clusters
  Score: Raw -230654.894304 + Penalty 2588.802311 = -228066.091993
  nChanged 15
		SP:Iteration 27Q (40308.660000 sec): 3 clusters
  Score: Raw -230661.509873 + Penalty 2588.802311 = -228072.707562
  nChanged 16
		SP:Iteration 28Q (40308.840000 sec): 3 clusters
  Score: Raw -230670.087560 + Penalty 2588.802311 = -228081.285248
  nChanged 11
		SP:Iteration 29Q (40309.010000 sec): 3 clusters
  Score: Raw -230676.938433 + Penalty 2588.802311 = -228088.136122
  nChanged 10
		SP:Iteration 30Q (40309.190000 sec): 3 clusters
  Score: Raw -230684.024516 + Penalty 2588.802311 = -228095.222205
  nChanged 10
		SP:Iteration 31Q (40309.370000 sec): 3 clusters
  Score: Raw -230691.460183 + Penalty 2588.802311 = -228102.657871
  nChanged 13
		SP:Iteration 32Q (40309.540000 sec): 3 clusters
  Score: Raw -230696.585839 + Penalty 2588.802311 = -228107.783528
  nChanged 7
		SP:Iteration 33Q (40309.720000 sec): 3 clusters
  Score: Raw -230699.113053 + Penalty 2588.802311 = -228110.310742
  nChanged 5
		SP:Iteration 34Q (40309.890000 sec): 3 clusters
  Score: Raw -230702.371545 + Penalty 2588.802311 = -228113.569233
  nChanged 5
		SP:Iteration 35Q (40310.070000 sec): 3 clusters
  Score: Raw -230704.564378 + Penalty 2588.802311 = -228115.762067
  nChanged 5
		SP:Iteration 36Q (40310.250000 sec): 3 clusters
  Score: Raw -230706.482063 + Penalty 2588.802311 = -228117.679752
  nChanged 2
		SP:Iteration 37Q (40310.420000 sec): 3 clusters
  Score: Raw -230707.292264 + Penalty 2588.802311 = -228118.489953
  nChanged 4
		SP:Iteration 38Q (40310.600000 sec): 3 clusters
  Score: Raw -230708.653752 + Penalty 2588.802311 = -228119.851441
  nChanged 2
		SP:Iteration 39Q (40310.770000 sec): 3 clusters
  Score: Raw -230709.808753 + Penalty 2588.802311 = -228121.006442
  nChanged 1
		SP:Iteration 40F (40310.950000 sec): 3 clusters
  Score: Raw -230710.620107 + Penalty 2588.802311 = -228121.817796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40311.030000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40311.210000 sec): 3 clusters
  Score: Raw -122964.825073 + Penalty 2373.967683 = -120590.857390
  nChanged 493
		SP:Iteration 1F (40311.390000 sec): 3 clusters
  Score: Raw -123316.059671 + Penalty 2373.967683 = -120942.091988
  nChanged 109
		SP:Iteration 2F (40311.560000 sec): 3 clusters
  Score: Raw -123384.939278 + Penalty 2373.967683 = -121010.971595
  nChanged 57
		SP:Iteration 3Q (40311.740000 sec): 3 clusters
  Score: Raw -123427.490833 + Penalty 2373.967683 = -121053.523150
  nChanged 45
		SP:Iteration 4Q (40311.910000 sec): 3 clusters
  Score: Raw -123456.583667 + Penalty 2373.967683 = -121082.615985
  nChanged 31
		SP:Iteration 5Q (40312.090000 sec): 3 clusters
  Score: Raw -123480.077010 + Penalty 2373.967683 = -121106.109327
  nChanged 37
		SP:Iteration 6Q (40312.270000 sec): 3 clusters
  Score: Raw -123517.270311 + Penalty 2373.967683 = -121143.302629
  nChanged 40
		SP:Iteration 7Q (40312.430000 sec): 3 clusters
  Score: Raw -123546.270776 + Penalty 2373.967683 = -121172.303094
  nChanged 31
		SP:Iteration 8Q (40312.590000 sec): 3 clusters
  Score: Raw -123570.438353 + Penalty 2373.967683 = -121196.470671
  nChanged 33
		SP:Iteration 9Q (40312.750000 sec): 3 clusters
  Score: Raw -123597.675306 + Penalty 2373.967683 = -121223.707623
  nChanged 28
		SP:Iteration 10Q (40312.910000 sec): 3 clusters
  Score: Raw -123618.839482 + Penalty 2373.967683 = -121244.871800
  nChanged 31
		SP:Iteration 11Q (40313.090000 sec): 3 clusters
  Score: Raw -123652.055282 + Penalty 2373.967683 = -121278.087599
  nChanged 33
		SP:Iteration 12Q (40313.260000 sec): 3 clusters
  Score: Raw -123683.449708 + Penalty 2373.967683 = -121309.482025
  nChanged 22
		SP:Iteration 13Q (40313.430000 sec): 3 clusters
  Score: Raw -123702.138905 + Penalty 2373.967683 = -121328.171223
  nChanged 16
		SP:Iteration 14Q (40313.610000 sec): 3 clusters
  Score: Raw -123715.959159 + Penalty 2373.967683 = -121341.991476
  nChanged 18
		SP:Iteration 15Q (40313.780000 sec): 3 clusters
  Score: Raw -123730.400891 + Penalty 2373.967683 = -121356.433208
  nChanged 11
		SP:Iteration 16Q (40313.950000 sec): 3 clusters
  Score: Raw -123735.694102 + Penalty 2373.967683 = -121361.726419
  nChanged 7
		SP:Iteration 17Q (40314.130000 sec): 3 clusters
  Score: Raw -123738.659174 + Penalty 2373.967683 = -121364.691492
  nChanged 1
		SP:Iteration 18Q (40314.300000 sec): 3 clusters
  Score: Raw -123739.319628 + Penalty 2373.967683 = -121365.351945
  nChanged 1
		SP:Iteration 19Q (40314.470000 sec): 3 clusters
  Score: Raw -123740.276894 + Penalty 2373.967683 = -121366.309212
  nChanged 2
		SP:Iteration 20F (40314.650000 sec): 3 clusters
  Score: Raw -123743.965726 + Penalty 2373.967683 = -121369.998044
  nChanged 5
		SP:Iteration 21Q (40314.820000 sec): 3 clusters
  Score: Raw -123747.457904 + Penalty 2373.967683 = -121373.490221
  nChanged 8
		SP:Iteration 22Q (40315.000000 sec): 3 clusters
  Score: Raw -123752.517734 + Penalty 2373.967683 = -121378.550051
  nChanged 8
		SP:Iteration 23Q (40315.170000 sec): 3 clusters
  Score: Raw -123758.039219 + Penalty 2373.967683 = -121384.071536
  nChanged 4
		SP:Iteration 24Q (40315.340000 sec): 3 clusters
  Score: Raw -123759.610328 + Penalty 2373.967683 = -121385.642646
  nChanged 1
		SP:Iteration 25Q (40315.520000 sec): 3 clusters
  Score: Raw -123759.909619 + Penalty 2373.967683 = -121385.941937
  nChanged 0
		SP:Iteration 26F (40315.690000 sec): 3 clusters
  Score: Raw -123759.909619 + Penalty 2373.967683 = -121385.941937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40315.770000 sec): 2 clusters
  Score: Raw -6769.969449 + Penalty 762.344031 = -6007.625418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40315.950000 sec): 3 clusters
  Score: Raw -6939.392264 + Penalty 1524.688062 = -5414.704202
  nChanged 4
		SP:Iteration 1Q (40316.100000 sec): 3 clusters
  Score: Raw -6994.799412 + Penalty 1524.688062 = -5470.111350
  nChanged 0
		SP:Iteration 2F (40316.250000 sec): 3 clusters
  Score: Raw -6994.799412 + Penalty 1524.688062 = -5470.111350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40316.350000 sec): 2 clusters
  Score: Raw -310689.872531 + Penalty 1340.937766 = -309348.934765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40316.530000 sec): 3 clusters
  Score: Raw -308790.231499 + Penalty 2681.875532 = -306108.355967
  nChanged 1479
		SP:Iteration 1F (40316.700000 sec): 3 clusters
  Score: Raw -309646.843457 + Penalty 2681.875532 = -306964.967925
  nChanged 280
		SP:Iteration 2F (40316.870000 sec): 3 clusters
  Score: Raw -309842.636458 + Penalty 2681.875532 = -307160.760926
  nChanged 229
		SP:Iteration 3F (40317.050000 sec): 3 clusters
  Score: Raw -310017.105642 + Penalty 2681.875532 = -307335.230110
  nChanged 198
		SP:Iteration 4F (40317.210000 sec): 3 clusters
  Score: Raw -310170.033552 + Penalty 2681.875532 = -307488.158020
  nChanged 175
		SP:Iteration 5Q (40317.370000 sec): 3 clusters
  Score: Raw -310293.427872 + Penalty 2681.875532 = -307611.552340
  nChanged 164
		SP:Iteration 6Q (40317.530000 sec): 3 clusters
  Score: Raw -310408.550678 + Penalty 2681.875532 = -307726.675146
  nChanged 169
		SP:Iteration 7Q (40317.690000 sec): 3 clusters
  Score: Raw -310538.133882 + Penalty 2681.875532 = -307856.258350
  nChanged 158
		SP:Iteration 8Q (40317.850000 sec): 3 clusters
  Score: Raw -310652.989695 + Penalty 2681.875532 = -307971.114163
  nChanged 140
		SP:Iteration 9Q (40318.030000 sec): 3 clusters
  Score: Raw -310753.530355 + Penalty 2681.875532 = -308071.654823
  nChanged 123
		SP:Iteration 10Q (40318.200000 sec): 3 clusters
  Score: Raw -310843.910391 + Penalty 2681.875532 = -308162.034859
  nChanged 110
		SP:Iteration 11Q (40318.370000 sec): 3 clusters
  Score: Raw -310920.413039 + Penalty 2681.875532 = -308238.537507
  nChanged 100
		SP:Iteration 12Q (40318.550000 sec): 3 clusters
  Score: Raw -310989.742681 + Penalty 2681.875532 = -308307.867149
  nChanged 65
		SP:Iteration 13Q (40318.720000 sec): 3 clusters
  Score: Raw -311025.827551 + Penalty 2681.875532 = -308343.952019
  nChanged 45
		SP:Iteration 14Q (40318.890000 sec): 3 clusters
  Score: Raw -311048.434078 + Penalty 2681.875532 = -308366.558546
  nChanged 37
		SP:Iteration 15Q (40319.070000 sec): 3 clusters
  Score: Raw -311066.615184 + Penalty 2681.875532 = -308384.739652
  nChanged 26
		SP:Iteration 16Q (40319.240000 sec): 3 clusters
  Score: Raw -311079.853378 + Penalty 2681.875532 = -308397.977846
  nChanged 22
		SP:Iteration 17Q (40319.410000 sec): 3 clusters
  Score: Raw -311088.572891 + Penalty 2681.875532 = -308406.697359
  nChanged 13
		SP:Iteration 18Q (40319.590000 sec): 3 clusters
  Score: Raw -311093.010922 + Penalty 2681.875532 = -308411.135390
  nChanged 10
		SP:Iteration 19Q (40319.760000 sec): 3 clusters
  Score: Raw -311096.311085 + Penalty 2681.875532 = -308414.435553
  nChanged 6
		SP:Iteration 20F (40319.930000 sec): 3 clusters
  Score: Raw -311097.785873 + Penalty 2681.875532 = -308415.910341
  nChanged 7
		SP:Iteration 21Q (40320.110000 sec): 3 clusters
  Score: Raw -311100.187360 + Penalty 2681.875532 = -308418.311828
  nChanged 5
		SP:Iteration 22Q (40320.280000 sec): 3 clusters
  Score: Raw -311101.243171 + Penalty 2681.875532 = -308419.367639
  nChanged 3
		SP:Iteration 23Q (40320.450000 sec): 3 clusters
  Score: Raw -311102.126518 + Penalty 2681.875532 = -308420.250986
  nChanged 6
		SP:Iteration 24Q (40320.630000 sec): 3 clusters
  Score: Raw -311104.088895 + Penalty 2681.875532 = -308422.213363
  nChanged 9
		SP:Iteration 25Q (40320.800000 sec): 3 clusters
  Score: Raw -311107.797097 + Penalty 2681.875532 = -308425.921565
  nChanged 7
		SP:Iteration 26Q (40320.980000 sec): 3 clusters
  Score: Raw -311112.814536 + Penalty 2681.875532 = -308430.939004
  nChanged 10
		SP:Iteration 27Q (40321.150000 sec): 3 clusters
  Score: Raw -311117.852308 + Penalty 2681.875532 = -308435.976776
  nChanged 7
		SP:Iteration 28Q (40321.320000 sec): 3 clusters
  Score: Raw -311120.793900 + Penalty 2681.875532 = -308438.918368
  nChanged 2
		SP:Iteration 29Q (40321.500000 sec): 3 clusters
  Score: Raw -311121.310634 + Penalty 2681.875532 = -308439.435102
  nChanged 2
		SP:Iteration 30Q (40321.670000 sec): 3 clusters
  Score: Raw -311122.349585 + Penalty 2681.875532 = -308440.474053
  nChanged 5
		SP:Iteration 31Q (40321.850000 sec): 3 clusters
  Score: Raw -311124.289781 + Penalty 2681.875532 = -308442.414249
  nChanged 4
		SP:Iteration 32Q (40322.020000 sec): 3 clusters
  Score: Raw -311126.554707 + Penalty 2681.875532 = -308444.679175
  nChanged 7
		SP:Iteration 33Q (40322.190000 sec): 3 clusters
  Score: Raw -311131.187025 + Penalty 2681.875532 = -308449.311493
  nChanged 4
		SP:Iteration 34Q (40322.370000 sec): 3 clusters
  Score: Raw -311132.825290 + Penalty 2681.875532 = -308450.949758
  nChanged 3
		SP:Iteration 35Q (40322.540000 sec): 3 clusters
  Score: Raw -311134.153501 + Penalty 2681.875532 = -308452.277969
  nChanged 3
		SP:Iteration 36Q (40322.710000 sec): 3 clusters
  Score: Raw -311135.779928 + Penalty 2681.875532 = -308453.904396
  nChanged 0
		SP:Iteration 37F (40322.890000 sec): 3 clusters
  Score: Raw -311135.779928 + Penalty 2681.875532 = -308453.904396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40322.970000 sec): 2 clusters
  Score: Raw -104760.821804 + Penalty 1178.918782 = -103581.903022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40323.130000 sec): 3 clusters
  Score: Raw -104220.463893 + Penalty 2357.837563 = -101862.626330
  nChanged 471
		SP:Iteration 1F (40323.290000 sec): 3 clusters
  Score: Raw -104602.678594 + Penalty 2357.837563 = -102244.841031
  nChanged 125
		SP:Iteration 2F (40323.450000 sec): 3 clusters
  Score: Raw -104718.245335 + Penalty 2357.837563 = -102360.407772
  nChanged 57
		SP:Iteration 3Q (40323.610000 sec): 3 clusters
  Score: Raw -104776.797370 + Penalty 2357.837563 = -102418.959807
  nChanged 51
		SP:Iteration 4Q (40323.770000 sec): 3 clusters
  Score: Raw -104820.170178 + Penalty 2357.837563 = -102462.332615
  nChanged 38
		SP:Iteration 5Q (40323.930000 sec): 3 clusters
  Score: Raw -104850.033934 + Penalty 2357.837563 = -102492.196370
  nChanged 27
		SP:Iteration 6Q (40324.110000 sec): 3 clusters
  Score: Raw -104874.661863 + Penalty 2357.837563 = -102516.824300
  nChanged 23
		SP:Iteration 7Q (40324.280000 sec): 3 clusters
  Score: Raw -104893.437965 + Penalty 2357.837563 = -102535.600402
  nChanged 21
		SP:Iteration 8Q (40324.460000 sec): 3 clusters
  Score: Raw -104907.291823 + Penalty 2357.837563 = -102549.454260
  nChanged 19
		SP:Iteration 9Q (40324.630000 sec): 3 clusters
  Score: Raw -104921.422938 + Penalty 2357.837563 = -102563.585375
  nChanged 14
		SP:Iteration 10Q (40324.800000 sec): 3 clusters
  Score: Raw -104937.024155 + Penalty 2357.837563 = -102579.186592
  nChanged 14
		SP:Iteration 11Q (40324.980000 sec): 3 clusters
  Score: Raw -104946.856790 + Penalty 2357.837563 = -102589.019227
  nChanged 16
		SP:Iteration 12Q (40325.150000 sec): 3 clusters
  Score: Raw -104956.265372 + Penalty 2357.837563 = -102598.427808
  nChanged 10
		SP:Iteration 13Q (40325.330000 sec): 3 clusters
  Score: Raw -104967.623011 + Penalty 2357.837563 = -102609.785448
  nChanged 11
		SP:Iteration 14Q (40325.500000 sec): 3 clusters
  Score: Raw -104978.777357 + Penalty 2357.837563 = -102620.939794
  nChanged 11
		SP:Iteration 15Q (40325.670000 sec): 3 clusters
  Score: Raw -104990.729379 + Penalty 2357.837563 = -102632.891816
  nChanged 8
		SP:Iteration 16Q (40325.850000 sec): 3 clusters
  Score: Raw -104996.219582 + Penalty 2357.837563 = -102638.382018
  nChanged 7
		SP:Iteration 17Q (40326.020000 sec): 3 clusters
  Score: Raw -105000.309280 + Penalty 2357.837563 = -102642.471717
  nChanged 7
		SP:Iteration 18Q (40326.050000 sec): 3 clusters
  Score: Raw -105009.089931 + Penalty 2357.837563 = -102651.252367
  nChanged 9
		SP:Iteration 19Q (40326.110000 sec): 3 clusters
  Score: Raw -105014.329930 + Penalty 2357.837563 = -102656.492367
  nChanged 7
		SP:Iteration 20F (40326.160000 sec): 3 clusters
  Score: Raw -105017.136879 + Penalty 2357.837563 = -102659.299316
  nChanged 3
		SP:Iteration 21Q (40326.210000 sec): 3 clusters
  Score: Raw -105018.777647 + Penalty 2357.837563 = -102660.940084
  nChanged 2
		SP:Iteration 22Q (40326.260000 sec): 3 clusters
  Score: Raw -105021.311109 + Penalty 2357.837563 = -102663.473545
  nChanged 4
		SP:Iteration 23Q (40326.310000 sec): 3 clusters
  Score: Raw -105026.183644 + Penalty 2357.837563 = -102668.346081
  nChanged 4
		SP:Iteration 24Q (40326.360000 sec): 3 clusters
  Score: Raw -105027.891347 + Penalty 2357.837563 = -102670.053784
  nChanged 3
		SP:Iteration 25Q (40326.410000 sec): 3 clusters
  Score: Raw -105031.128019 + Penalty 2357.837563 = -102673.290456
  nChanged 6
		SP:Iteration 26Q (40326.450000 sec): 3 clusters
  Score: Raw -105039.825260 + Penalty 2357.837563 = -102681.987697
  nChanged 9
		SP:Iteration 27Q (40326.510000 sec): 3 clusters
  Score: Raw -105050.686398 + Penalty 2357.837563 = -102692.848835
  nChanged 8
		SP:Iteration 28Q (40326.550000 sec): 3 clusters
  Score: Raw -105061.985088 + Penalty 2357.837563 = -102704.147524
  nChanged 7
		SP:Iteration 29Q (40326.610000 sec): 3 clusters
  Score: Raw -105074.775738 + Penalty 2357.837563 = -102716.938175
  nChanged 17
		SP:Iteration 30Q (40326.700000 sec): 3 clusters
  Score: Raw -105086.448670 + Penalty 2357.837563 = -102728.611107
  nChanged 13
		SP:Iteration 31Q (40326.790000 sec): 3 clusters
  Score: Raw -105107.070899 + Penalty 2357.837563 = -102749.233336
  nChanged 12
		SP:Iteration 32Q (40326.890000 sec): 3 clusters
  Score: Raw -105123.149185 + Penalty 2357.837563 = -102765.311621
  nChanged 16
		SP:Iteration 33Q (40326.980000 sec): 3 clusters
  Score: Raw -105133.585268 + Penalty 2357.837563 = -102775.747705
  nChanged 10
		SP:Iteration 34Q (40327.080000 sec): 3 clusters
  Score: Raw -105140.949753 + Penalty 2357.837563 = -102783.112190
  nChanged 7
		SP:Iteration 35Q (40327.150000 sec): 3 clusters
  Score: Raw -105148.705016 + Penalty 2357.837563 = -102790.867452
  nChanged 5
		SP:Iteration 36Q (40327.240000 sec): 3 clusters
  Score: Raw -105155.458336 + Penalty 2357.837563 = -102797.620773
  nChanged 6
		SP:Iteration 37Q (40327.340000 sec): 3 clusters
  Score: Raw -105162.066766 + Penalty 2357.837563 = -102804.229202
  nChanged 4
		SP:Iteration 38Q (40327.500000 sec): 3 clusters
  Score: Raw -105166.155173 + Penalty 2357.837563 = -102808.317609
  nChanged 7
		SP:Iteration 39Q (40327.670000 sec): 3 clusters
  Score: Raw -105171.595445 + Penalty 2357.837563 = -102813.757882
  nChanged 5
		SP:Iteration 40F (40327.850000 sec): 3 clusters
  Score: Raw -105175.954497 + Penalty 2357.837563 = -102818.116934
  nChanged 5
		SP:Iteration 41Q (40328.020000 sec): 3 clusters
  Score: Raw -105178.601030 + Penalty 2357.837563 = -102820.763467
  nChanged 1
		SP:Iteration 42Q (40328.190000 sec): 3 clusters
  Score: Raw -105179.437023 + Penalty 2357.837563 = -102821.599460
  nChanged 2
		SP:Iteration 43Q (40328.370000 sec): 3 clusters
  Score: Raw -105181.029088 + Penalty 2357.837563 = -102823.191524
  nChanged 2
		SP:Iteration 44Q (40328.540000 sec): 3 clusters
  Score: Raw -105182.349602 + Penalty 2357.837563 = -102824.512038
  nChanged 3
		SP:Iteration 45Q (40328.720000 sec): 3 clusters
  Score: Raw -105185.365833 + Penalty 2357.837563 = -102827.528270
  nChanged 1
		SP:Iteration 46Q (40328.890000 sec): 3 clusters
  Score: Raw -105185.799326 + Penalty 2357.837563 = -102827.961762
  nChanged 1
		SP:Iteration 47Q (40329.060000 sec): 3 clusters
  Score: Raw -105186.535319 + Penalty 2357.837563 = -102828.697756
  nChanged 2
		SP:Iteration 48Q (40329.240000 sec): 3 clusters
  Score: Raw -105189.539835 + Penalty 2357.837563 = -102831.702272
  nChanged 3
		SP:Iteration 49Q (40329.410000 sec): 3 clusters
  Score: Raw -105191.045907 + Penalty 2357.837563 = -102833.208344
  nChanged 2
		SP:Iteration 50Q (40329.550000 sec): 3 clusters
  Score: Raw -105192.650336 + Penalty 2357.837563 = -102834.812773
  nChanged 3
		SP:Iteration 51Q (40329.570000 sec): 3 clusters
  Score: Raw -105194.990628 + Penalty 2357.837563 = -102837.153064
  nChanged 2
		SP:Iteration 52Q (40329.640000 sec): 3 clusters
  Score: Raw -105196.509499 + Penalty 2357.837563 = -102838.671936
  nChanged 2
		SP:Iteration 53Q (40329.720000 sec): 3 clusters
  Score: Raw -105198.235938 + Penalty 2357.837563 = -102840.398374
  nChanged 3
		SP:Iteration 54Q (40329.890000 sec): 3 clusters
  Score: Raw -105200.502879 + Penalty 2357.837563 = -102842.665315
  nChanged 1
		SP:Iteration 55Q (40330.070000 sec): 3 clusters
  Score: Raw -105200.775207 + Penalty 2357.837563 = -102842.937644
  nChanged 0
		SP:Iteration 56F (40330.240000 sec): 3 clusters
  Score: Raw -105200.775207 + Penalty 2357.837563 = -102842.937644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40330.330000 sec): 2 clusters
  Score: Raw -38307.935324 + Penalty 1064.085604 = -37243.849720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40330.500000 sec): 3 clusters
  Score: Raw -38191.751823 + Penalty 2128.171208 = -36063.580615
  nChanged 195
		SP:Iteration 1F (40330.670000 sec): 3 clusters
  Score: Raw -38463.723257 + Penalty 2128.171208 = -36335.552049
  nChanged 61
		SP:Iteration 2F (40330.850000 sec): 3 clusters
  Score: Raw -38575.003493 + Penalty 2128.171208 = -36446.832284
  nChanged 27
		SP:Iteration 3Q (40331.030000 sec): 3 clusters
  Score: Raw -38624.029230 + Penalty 2128.171208 = -36495.858021
  nChanged 15
		SP:Iteration 4Q (40331.200000 sec): 3 clusters
  Score: Raw -38655.413607 + Penalty 2128.171208 = -36527.242398
  nChanged 10
		SP:Iteration 5Q (40331.370000 sec): 3 clusters
  Score: Raw -38672.716890 + Penalty 2128.171208 = -36544.545682
  nChanged 5
		SP:Iteration 6Q (40331.540000 sec): 3 clusters
  Score: Raw -38679.923098 + Penalty 2128.171208 = -36551.751890
  nChanged 6
		SP:Iteration 7Q (40331.700000 sec): 3 clusters
  Score: Raw -38690.861198 + Penalty 2128.171208 = -36562.689990
  nChanged 3
		SP:Iteration 8Q (40331.880000 sec): 3 clusters
  Score: Raw -38694.376658 + Penalty 2128.171208 = -36566.205450
  nChanged 1
		SP:Iteration 9Q (40332.050000 sec): 3 clusters
  Score: Raw -38697.440953 + Penalty 2128.171208 = -36569.269745
  nChanged 4
		SP:Iteration 10Q (40332.220000 sec): 3 clusters
  Score: Raw -38700.750810 + Penalty 2128.171208 = -36572.579602
  nChanged 2
		SP:Iteration 11Q (40332.400000 sec): 3 clusters
  Score: Raw -38703.262320 + Penalty 2128.171208 = -36575.091112
  nChanged 1
		SP:Iteration 12Q (40332.570000 sec): 3 clusters
  Score: Raw -38703.928570 + Penalty 2128.171208 = -36575.757361
  nChanged 1
		SP:Iteration 13Q (40332.740000 sec): 3 clusters
  Score: Raw -38704.857243 + Penalty 2128.171208 = -36576.686035
  nChanged 3
		SP:Iteration 14Q (40332.920000 sec): 3 clusters
  Score: Raw -38708.069096 + Penalty 2128.171208 = -36579.897887
  nChanged 0
		SP:Iteration 15F (40333.090000 sec): 3 clusters
  Score: Raw -38708.069096 + Penalty 2128.171208 = -36579.897887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40333.180000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40333.350000 sec): 3 clusters
  Score: Raw -41621.602027 + Penalty 2014.505583 = -39607.096444
  nChanged 115
		SP:Iteration 1F (40333.520000 sec): 3 clusters
  Score: Raw -41773.586253 + Penalty 2014.505583 = -39759.080670
  nChanged 27
		SP:Iteration 2F (40333.700000 sec): 3 clusters
  Score: Raw -41804.123188 + Penalty 2014.505583 = -39789.617605
  nChanged 12
		SP:Iteration 3Q (40333.870000 sec): 3 clusters
  Score: Raw -41816.416415 + Penalty 2014.505583 = -39801.910832
  nChanged 2
		SP:Iteration 4Q (40334.040000 sec): 3 clusters
  Score: Raw -41824.274405 + Penalty 2014.505583 = -39809.768822
  nChanged 6
		SP:Iteration 5Q (40334.220000 sec): 3 clusters
  Score: Raw -41838.948013 + Penalty 2014.505583 = -39824.442430
  nChanged 3
		SP:Iteration 6Q (40334.390000 sec): 3 clusters
  Score: Raw -41841.735111 + Penalty 2014.505583 = -39827.229528
  nChanged 3
		SP:Iteration 7Q (40334.560000 sec): 3 clusters
  Score: Raw -41845.396394 + Penalty 2014.505583 = -39830.890811
  nChanged 1
		SP:Iteration 8Q (40334.730000 sec): 3 clusters
  Score: Raw -41846.265923 + Penalty 2014.505583 = -39831.760341
  nChanged 1
		SP:Iteration 9Q (40334.900000 sec): 3 clusters
  Score: Raw -41846.925854 + Penalty 2014.505583 = -39832.420271
  nChanged 0
		SP:Iteration 10F (40335.080000 sec): 3 clusters
  Score: Raw -41846.925854 + Penalty 2014.505583 = -39832.420271
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (6770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40335.190000 sec): 2 clusters
  Score: Raw -552994.451181 + Penalty 1433.291659 = -551561.159521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40335.400000 sec): 3 clusters
  Score: Raw -549393.047401 + Penalty 2866.583319 = -546526.464082
  nChanged 2801
		SP:Iteration 1F (40335.620000 sec): 3 clusters
  Score: Raw -550993.431209 + Penalty 2866.583319 = -548126.847890
  nChanged 491
		SP:Iteration 2F (40335.820000 sec): 3 clusters
  Score: Raw -551235.972006 + Penalty 2866.583319 = -548369.388687
  nChanged 362
		SP:Iteration 3F (40336.020000 sec): 3 clusters
  Score: Raw -551406.316149 + Penalty 2866.583319 = -548539.732830
  nChanged 288
		SP:Iteration 4Q (40336.220000 sec): 3 clusters
  Score: Raw -551535.395932 + Penalty 2866.583319 = -548668.812614
  nChanged 247
		SP:Iteration 5Q (40336.420000 sec): 3 clusters
  Score: Raw -551648.295302 + Penalty 2866.583319 = -548781.711983
  nChanged 202
		SP:Iteration 6Q (40336.650000 sec): 3 clusters
  Score: Raw -551738.459424 + Penalty 2866.583319 = -548871.876105
  nChanged 194
		SP:Iteration 7Q (40336.860000 sec): 3 clusters
  Score: Raw -551824.814581 + Penalty 2866.583319 = -548958.231263
  nChanged 176
		SP:Iteration 8Q (40337.060000 sec): 3 clusters
  Score: Raw -551903.007493 + Penalty 2866.583319 = -549036.424174
  nChanged 178
		SP:Iteration 9Q (40337.260000 sec): 3 clusters
  Score: Raw -551977.349333 + Penalty 2866.583319 = -549110.766014
  nChanged 144
		SP:Iteration 10Q (40337.450000 sec): 3 clusters
  Score: Raw -552037.733873 + Penalty 2866.583319 = -549171.150554
  nChanged 152
		SP:Iteration 11Q (40337.630000 sec): 3 clusters
  Score: Raw -552094.872964 + Penalty 2866.583319 = -549228.289645
  nChanged 136
		SP:Iteration 12Q (40337.820000 sec): 3 clusters
  Score: Raw -552141.209393 + Penalty 2866.583319 = -549274.626074
  nChanged 110
		SP:Iteration 13Q (40338.000000 sec): 3 clusters
  Score: Raw -552180.204238 + Penalty 2866.583319 = -549313.620919
  nChanged 103
		SP:Iteration 14Q (40338.170000 sec): 3 clusters
  Score: Raw -552218.218089 + Penalty 2866.583319 = -549351.634770
  nChanged 87
		SP:Iteration 15Q (40338.350000 sec): 3 clusters
  Score: Raw -552252.196682 + Penalty 2866.583319 = -549385.613363
  nChanged 99
		SP:Iteration 16Q (40338.520000 sec): 3 clusters
  Score: Raw -552292.544069 + Penalty 2866.583319 = -549425.960750
  nChanged 105
		SP:Iteration 17Q (40338.700000 sec): 3 clusters
  Score: Raw -552335.450930 + Penalty 2866.583319 = -549468.867611
  nChanged 104
		SP:Iteration 18Q (40338.880000 sec): 3 clusters
  Score: Raw -552374.467993 + Penalty 2866.583319 = -549507.884674
  nChanged 102
		SP:Iteration 19Q (40339.060000 sec): 3 clusters
  Score: Raw -552411.852263 + Penalty 2866.583319 = -549545.268944
  nChanged 89
		SP:Iteration 20F (40339.230000 sec): 3 clusters
  Score: Raw -552450.007131 + Penalty 2866.583319 = -549583.423812
  nChanged 103
		SP:Iteration 21Q (40339.460000 sec): 3 clusters
  Score: Raw -552503.643226 + Penalty 2866.583319 = -549637.059907
  nChanged 132
		SP:Iteration 22Q (40339.620000 sec): 3 clusters
  Score: Raw -552572.196111 + Penalty 2866.583319 = -549705.612793
  nChanged 125
		SP:Iteration 23Q (40339.730000 sec): 3 clusters
  Score: Raw -552650.800834 + Penalty 2866.583319 = -549784.217515
  nChanged 152
		SP:Iteration 24Q (40339.900000 sec): 3 clusters
  Score: Raw -552770.659203 + Penalty 2866.583319 = -549904.075884
  nChanged 167
		SP:Iteration 25Q (40340.090000 sec): 3 clusters
  Score: Raw -552957.759401 + Penalty 2866.583319 = -550091.176082
  nChanged 171
		SP:Iteration 26Q (40340.290000 sec): 3 clusters
  Score: Raw -553211.296223 + Penalty 2866.583319 = -550344.712904
  nChanged 191
		SP:Iteration 27Q (40340.510000 sec): 3 clusters
  Score: Raw -553577.500511 + Penalty 2866.583319 = -550710.917192
  nChanged 162
		SP:Iteration 28Q (40340.710000 sec): 3 clusters
  Score: Raw -553796.114409 + Penalty 2866.583319 = -550929.531090
  nChanged 121
		SP:Iteration 29Q (40340.900000 sec): 3 clusters
  Score: Raw -553883.523419 + Penalty 2866.583319 = -551016.940100
  nChanged 89
		SP:Iteration 30Q (40341.060000 sec): 3 clusters
  Score: Raw -553936.184396 + Penalty 2866.583319 = -551069.601077
  nChanged 62
		SP:Iteration 31Q (40341.280000 sec): 3 clusters
  Score: Raw -553972.550132 + Penalty 2866.583319 = -551105.966813
  nChanged 61
		SP:Iteration 32Q (40341.490000 sec): 3 clusters
  Score: Raw -554014.298016 + Penalty 2866.583319 = -551147.714697
  nChanged 72
		SP:Iteration 33Q (40341.700000 sec): 3 clusters
  Score: Raw -554076.077761 + Penalty 2866.583319 = -551209.494442
  nChanged 86
		SP:Iteration 34Q (40341.900000 sec): 3 clusters
  Score: Raw -554156.745854 + Penalty 2866.583319 = -551290.162535
  nChanged 102
		SP:Iteration 35Q (40342.100000 sec): 3 clusters
  Score: Raw -554242.096791 + Penalty 2866.583319 = -551375.513472
  nChanged 84
		SP:Iteration 36Q (40342.300000 sec): 3 clusters
  Score: Raw -554315.663889 + Penalty 2866.583319 = -551449.080570
  nChanged 80
		SP:Iteration 37Q (40342.510000 sec): 3 clusters
  Score: Raw -554367.294237 + Penalty 2866.583319 = -551500.710918
  nChanged 46
		SP:Iteration 38Q (40342.710000 sec): 3 clusters
  Score: Raw -554391.032617 + Penalty 2866.583319 = -551524.449298
  nChanged 29
		SP:Iteration 39Q (40342.910000 sec): 3 clusters
  Score: Raw -554407.884852 + Penalty 2866.583319 = -551541.301533
  nChanged 18
		SP:Iteration 40F (40343.110000 sec): 3 clusters
  Score: Raw -554524.159185 + Penalty 2866.583319 = -551657.575866
  nChanged 92
		SP:Iteration 41Q (40343.310000 sec): 3 clusters
  Score: Raw -554740.234600 + Penalty 2866.583319 = -551873.651282
  nChanged 102
		SP:Iteration 42Q (40343.500000 sec): 3 clusters
  Score: Raw -554926.023891 + Penalty 2866.583319 = -552059.440572
  nChanged 88
		SP:Iteration 43Q (40343.770000 sec): 3 clusters
  Score: Raw -555026.703191 + Penalty 2866.583319 = -552160.119872
  nChanged 43
		SP:Iteration 44Q (40343.930000 sec): 3 clusters
  Score: Raw -555054.340604 + Penalty 2866.583319 = -552187.757286
  nChanged 20
		SP:Iteration 45Q (40344.130000 sec): 3 clusters
  Score: Raw -555059.958431 + Penalty 2866.583319 = -552193.375112
  nChanged 7
		SP:Iteration 46Q (40344.330000 sec): 3 clusters
  Score: Raw -555061.355115 + Penalty 2866.583319 = -552194.771796
  nChanged 3
		SP:Iteration 47Q (40344.530000 sec): 3 clusters
  Score: Raw -555062.337632 + Penalty 2866.583319 = -552195.754313
  nChanged 4
		SP:Iteration 48Q (40344.720000 sec): 3 clusters
  Score: Raw -555062.800204 + Penalty 2866.583319 = -552196.216885
  nChanged 1
		SP:Iteration 49Q (40344.910000 sec): 3 clusters
  Score: Raw -555062.910431 + Penalty 2866.583319 = -552196.327112
  nChanged 0
		SP:Iteration 50F (40345.100000 sec): 3 clusters
  Score: Raw -555062.910431 + Penalty 2866.583319 = -552196.327112
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40345.190000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40345.410000 sec): 3 clusters
  Score: Raw -476635.110101 + Penalty 2805.846857 = -473829.263244
  nChanged 2294
		SP:Iteration 1F (40345.580000 sec): 3 clusters
  Score: Raw -477874.044843 + Penalty 2805.846857 = -475068.197986
  nChanged 393
		SP:Iteration 2F (40345.740000 sec): 3 clusters
  Score: Raw -478061.575922 + Penalty 2805.846857 = -475255.729064
  nChanged 260
		SP:Iteration 3Q (40345.910000 sec): 3 clusters
  Score: Raw -478179.818746 + Penalty 2805.846857 = -475373.971888
  nChanged 211
		SP:Iteration 4Q (40346.080000 sec): 3 clusters
  Score: Raw -478278.283611 + Penalty 2805.846857 = -475472.436753
  nChanged 195
		SP:Iteration 5Q (40346.250000 sec): 3 clusters
  Score: Raw -478374.361878 + Penalty 2805.846857 = -475568.515021
  nChanged 179
		SP:Iteration 6Q (40346.420000 sec): 3 clusters
  Score: Raw -478445.141045 + Penalty 2805.846857 = -475639.294188
  nChanged 150
		SP:Iteration 7Q (40346.620000 sec): 3 clusters
  Score: Raw -478508.273889 + Penalty 2805.846857 = -475702.427032
  nChanged 140
		SP:Iteration 8Q (40346.790000 sec): 3 clusters
  Score: Raw -478574.531277 + Penalty 2805.846857 = -475768.684420
  nChanged 138
		SP:Iteration 9Q (40346.960000 sec): 3 clusters
  Score: Raw -478627.578126 + Penalty 2805.846857 = -475821.731268
  nChanged 130
		SP:Iteration 10Q (40347.130000 sec): 3 clusters
  Score: Raw -478701.453449 + Penalty 2805.846857 = -475895.606592
  nChanged 172
		SP:Iteration 11Q (40347.300000 sec): 3 clusters
  Score: Raw -478800.572068 + Penalty 2805.846857 = -475994.725211
  nChanged 184
		SP:Iteration 12Q (40347.500000 sec): 3 clusters
  Score: Raw -478899.406753 + Penalty 2805.846857 = -476093.559896
  nChanged 174
		SP:Iteration 13Q (40347.740000 sec): 3 clusters
  Score: Raw -478998.655087 + Penalty 2805.846857 = -476192.808229
  nChanged 167
		SP:Iteration 14Q (40347.900000 sec): 3 clusters
  Score: Raw -479092.924769 + Penalty 2805.846857 = -476287.077912
  nChanged 157
		SP:Iteration 15Q (40348.120000 sec): 3 clusters
  Score: Raw -479192.515753 + Penalty 2805.846857 = -476386.668895
  nChanged 149
		SP:Iteration 16Q (40348.260000 sec): 3 clusters
  Score: Raw -479296.272410 + Penalty 2805.846857 = -476490.425553
  nChanged 157
		SP:Iteration 17Q (40348.430000 sec): 3 clusters
  Score: Raw -479398.699583 + Penalty 2805.846857 = -476592.852726
  nChanged 140
		SP:Iteration 18Q (40348.600000 sec): 3 clusters
  Score: Raw -479483.793573 + Penalty 2805.846857 = -476677.946715
  nChanged 132
		SP:Iteration 19Q (40348.770000 sec): 3 clusters
  Score: Raw -479562.169970 + Penalty 2805.846857 = -476756.323112
  nChanged 102
		SP:Iteration 20F (40348.940000 sec): 3 clusters
  Score: Raw -479617.505770 + Penalty 2805.846857 = -476811.658912
  nChanged 85
		SP:Iteration 21Q (40349.100000 sec): 3 clusters
  Score: Raw -479655.617394 + Penalty 2805.846857 = -476849.770537
  nChanged 65
		SP:Iteration 22Q (40349.270000 sec): 3 clusters
  Score: Raw -479681.909633 + Penalty 2805.846857 = -476876.062776
  nChanged 49
		SP:Iteration 23Q (40349.440000 sec): 3 clusters
  Score: Raw -479705.818606 + Penalty 2805.846857 = -476899.971748
  nChanged 43
		SP:Iteration 24Q (40349.610000 sec): 3 clusters
  Score: Raw -479725.930155 + Penalty 2805.846857 = -476920.083297
  nChanged 51
		SP:Iteration 25Q (40349.780000 sec): 3 clusters
  Score: Raw -479748.115415 + Penalty 2805.846857 = -476942.268558
  nChanged 40
		SP:Iteration 26Q (40349.940000 sec): 3 clusters
  Score: Raw -479764.438883 + Penalty 2805.846857 = -476958.592026
  nChanged 34
		SP:Iteration 27Q (40350.110000 sec): 3 clusters
  Score: Raw -479777.813253 + Penalty 2805.846857 = -476971.966395
  nChanged 29
		SP:Iteration 28Q (40350.310000 sec): 3 clusters
  Score: Raw -479787.157673 + Penalty 2805.846857 = -476981.310816
  nChanged 21
		SP:Iteration 29Q (40350.470000 sec): 3 clusters
  Score: Raw -479797.968540 + Penalty 2805.846857 = -476992.121683
  nChanged 25
		SP:Iteration 30Q (40350.650000 sec): 3 clusters
  Score: Raw -479804.768578 + Penalty 2805.846857 = -476998.921721
  nChanged 13
		SP:Iteration 31Q (40350.900000 sec): 3 clusters
  Score: Raw -479807.821638 + Penalty 2805.846857 = -477001.974780
  nChanged 5
		SP:Iteration 32Q (40351.060000 sec): 3 clusters
  Score: Raw -479809.065400 + Penalty 2805.846857 = -477003.218543
  nChanged 5
		SP:Iteration 33Q (40351.280000 sec): 3 clusters
  Score: Raw -479810.202694 + Penalty 2805.846857 = -477004.355837
  nChanged 5
		SP:Iteration 34Q (40351.410000 sec): 3 clusters
  Score: Raw -479811.136060 + Penalty 2805.846857 = -477005.289203
  nChanged 7
		SP:Iteration 35Q (40351.560000 sec): 3 clusters
  Score: Raw -479813.171338 + Penalty 2805.846857 = -477007.324481
  nChanged 8
		SP:Iteration 36Q (40351.720000 sec): 3 clusters
  Score: Raw -479815.853894 + Penalty 2805.846857 = -477010.007037
  nChanged 13
		SP:Iteration 37Q (40351.880000 sec): 3 clusters
  Score: Raw -479818.976165 + Penalty 2805.846857 = -477013.129308
  nChanged 7
		SP:Iteration 38Q (40352.030000 sec): 3 clusters
  Score: Raw -479820.691521 + Penalty 2805.846857 = -477014.844664
  nChanged 5
		SP:Iteration 39Q (40352.180000 sec): 3 clusters
  Score: Raw -479821.922200 + Penalty 2805.846857 = -477016.075343
  nChanged 3
		SP:Iteration 40F (40352.340000 sec): 3 clusters
  Score: Raw -479822.722876 + Penalty 2805.846857 = -477016.876019
  nChanged 2
		SP:Iteration 41Q (40352.500000 sec): 3 clusters
  Score: Raw -479822.880254 + Penalty 2805.846857 = -477017.033397
  nChanged 2
		SP:Iteration 42Q (40352.650000 sec): 3 clusters
  Score: Raw -479823.045488 + Penalty 2805.846857 = -477017.198630
  nChanged 1
		SP:Iteration 43Q (40352.810000 sec): 3 clusters
  Score: Raw -479823.164660 + Penalty 2805.846857 = -477017.317803
  nChanged 0
		SP:Iteration 44F (40352.960000 sec): 3 clusters
  Score: Raw -479823.164660 + Penalty 2805.846857 = -477017.317803
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40353.090000 sec): 2 clusters
  Score: Raw -841139.483487 + Penalty 1495.342317 = -839644.141170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40353.320000 sec): 3 clusters
  Score: Raw -835557.804205 + Penalty 2990.684634 = -832567.119571
  nChanged 4239
		SP:Iteration 1F (40353.530000 sec): 3 clusters
  Score: Raw -837878.034484 + Penalty 2990.684634 = -834887.349850
  nChanged 684
		SP:Iteration 2F (40353.740000 sec): 3 clusters
  Score: Raw -838277.533867 + Penalty 2990.684634 = -835286.849232
  nChanged 659
		SP:Iteration 3F (40353.940000 sec): 3 clusters
  Score: Raw -838735.117208 + Penalty 2990.684634 = -835744.432574
  nChanged 649
		SP:Iteration 4F (40354.150000 sec): 3 clusters
  Score: Raw -839193.214231 + Penalty 2990.684634 = -836202.529597
  nChanged 610
		SP:Iteration 5F (40354.360000 sec): 3 clusters
  Score: Raw -839588.404023 + Penalty 2990.684634 = -836597.719389
  nChanged 546
		SP:Iteration 6F (40354.570000 sec): 3 clusters
  Score: Raw -839888.404519 + Penalty 2990.684634 = -836897.719885
  nChanged 451
		SP:Iteration 7Q (40354.830000 sec): 3 clusters
  Score: Raw -840115.765184 + Penalty 2990.684634 = -837125.080549
  nChanged 355
		SP:Iteration 8Q (40355.090000 sec): 3 clusters
  Score: Raw -840259.202185 + Penalty 2990.684634 = -837268.517551
  nChanged 260
		SP:Iteration 9Q (40355.350000 sec): 3 clusters
  Score: Raw -840349.855992 + Penalty 2990.684634 = -837359.171357
  nChanged 204
		SP:Iteration 10Q (40355.610000 sec): 3 clusters
  Score: Raw -840423.394376 + Penalty 2990.684634 = -837432.709742
  nChanged 189
		SP:Iteration 11Q (40355.860000 sec): 3 clusters
  Score: Raw -840479.636231 + Penalty 2990.684634 = -837488.951596
  nChanged 146
		SP:Iteration 12Q (40356.130000 sec): 3 clusters
  Score: Raw -840518.880715 + Penalty 2990.684634 = -837528.196081
  nChanged 122
		SP:Iteration 13Q (40356.380000 sec): 3 clusters
  Score: Raw -840546.009492 + Penalty 2990.684634 = -837555.324858
  nChanged 91
		SP:Iteration 14Q (40356.680000 sec): 3 clusters
  Score: Raw -840564.630563 + Penalty 2990.684634 = -837573.945929
  nChanged 80
		SP:Iteration 15Q (40356.900000 sec): 3 clusters
  Score: Raw -840578.938791 + Penalty 2990.684634 = -837588.254157
  nChanged 71
		SP:Iteration 16Q (40357.180000 sec): 3 clusters
  Score: Raw -840592.670317 + Penalty 2990.684634 = -837601.985682
  nChanged 62
		SP:Iteration 17Q (40357.360000 sec): 3 clusters
  Score: Raw -840604.003540 + Penalty 2990.684634 = -837613.318906
  nChanged 60
		SP:Iteration 18Q (40357.580000 sec): 3 clusters
  Score: Raw -840614.469618 + Penalty 2990.684634 = -837623.784984
  nChanged 57
		SP:Iteration 19Q (40357.810000 sec): 3 clusters
  Score: Raw -840626.457492 + Penalty 2990.684634 = -837635.772857
  nChanged 56
		SP:Iteration 20F (40358.040000 sec): 3 clusters
  Score: Raw -840635.263355 + Penalty 2990.684634 = -837644.578720
  nChanged 40
		SP:Iteration 21Q (40358.260000 sec): 3 clusters
  Score: Raw -840640.827071 + Penalty 2990.684634 = -837650.142437
  nChanged 35
		SP:Iteration 22Q (40358.530000 sec): 3 clusters
  Score: Raw -840646.682968 + Penalty 2990.684634 = -837655.998333
  nChanged 34
		SP:Iteration 23Q (40358.750000 sec): 3 clusters
  Score: Raw -840651.578736 + Penalty 2990.684634 = -837660.894102
  nChanged 42
		SP:Iteration 24Q (40358.950000 sec): 3 clusters
  Score: Raw -840659.011501 + Penalty 2990.684634 = -837668.326866
  nChanged 40
		SP:Iteration 25Q (40359.180000 sec): 3 clusters
  Score: Raw -840666.524739 + Penalty 2990.684634 = -837675.840105
  nChanged 40
		SP:Iteration 26Q (40359.440000 sec): 3 clusters
  Score: Raw -840673.026162 + Penalty 2990.684634 = -837682.341528
  nChanged 33
		SP:Iteration 27Q (40359.660000 sec): 3 clusters
  Score: Raw -840677.782292 + Penalty 2990.684634 = -837687.097658
  nChanged 23
		SP:Iteration 28Q (40359.880000 sec): 3 clusters
  Score: Raw -840680.924163 + Penalty 2990.684634 = -837690.239529
  nChanged 29
		SP:Iteration 29Q (40360.170000 sec): 3 clusters
  Score: Raw -840685.344226 + Penalty 2990.684634 = -837694.659592
  nChanged 32
		SP:Iteration 30Q (40360.340000 sec): 3 clusters
  Score: Raw -840689.795167 + Penalty 2990.684634 = -837699.110533
  nChanged 27
		SP:Iteration 31Q (40360.590000 sec): 3 clusters
  Score: Raw -840694.303522 + Penalty 2990.684634 = -837703.618888
  nChanged 34
		SP:Iteration 32Q (40360.810000 sec): 3 clusters
  Score: Raw -840699.496821 + Penalty 2990.684634 = -837708.812187
  nChanged 37
		SP:Iteration 33Q (40361.030000 sec): 3 clusters
  Score: Raw -840705.578235 + Penalty 2990.684634 = -837714.893600
  nChanged 34
		SP:Iteration 34Q (40361.250000 sec): 3 clusters
  Score: Raw -840711.060297 + Penalty 2990.684634 = -837720.375663
  nChanged 37
		SP:Iteration 35Q (40361.470000 sec): 3 clusters
  Score: Raw -840716.434459 + Penalty 2990.684634 = -837725.749825
  nChanged 35
		SP:Iteration 36Q (40361.700000 sec): 3 clusters
  Score: Raw -840721.584199 + Penalty 2990.684634 = -837730.899564
  nChanged 26
		SP:Iteration 37Q (40361.920000 sec): 3 clusters
  Score: Raw -840726.678795 + Penalty 2990.684634 = -837735.994161
  nChanged 33
		SP:Iteration 38Q (40362.130000 sec): 3 clusters
  Score: Raw -840732.386413 + Penalty 2990.684634 = -837741.701779
  nChanged 33
		SP:Iteration 39Q (40362.340000 sec): 3 clusters
  Score: Raw -840738.341464 + Penalty 2990.684634 = -837747.656830
  nChanged 39
		SP:Iteration 40F (40362.550000 sec): 3 clusters
  Score: Raw -840744.417330 + Penalty 2990.684634 = -837753.732696
  nChanged 33
		SP:Iteration 41Q (40362.760000 sec): 3 clusters
  Score: Raw -840750.267398 + Penalty 2990.684634 = -837759.582763
  nChanged 38
		SP:Iteration 42Q (40363.020000 sec): 3 clusters
  Score: Raw -840756.447833 + Penalty 2990.684634 = -837765.763198
  nChanged 33
		SP:Iteration 43Q (40363.270000 sec): 3 clusters
  Score: Raw -840761.508793 + Penalty 2990.684634 = -837770.824159
  nChanged 27
		SP:Iteration 44Q (40363.530000 sec): 3 clusters
  Score: Raw -840766.075269 + Penalty 2990.684634 = -837775.390635
  nChanged 25
		SP:Iteration 45Q (40363.750000 sec): 3 clusters
  Score: Raw -840769.678444 + Penalty 2990.684634 = -837778.993810
  nChanged 27
		SP:Iteration 46Q (40363.960000 sec): 3 clusters
  Score: Raw -840773.223562 + Penalty 2990.684634 = -837782.538928
  nChanged 28
		SP:Iteration 47Q (40364.230000 sec): 3 clusters
  Score: Raw -840776.657876 + Penalty 2990.684634 = -837785.973242
  nChanged 27
		SP:Iteration 48Q (40364.490000 sec): 3 clusters
  Score: Raw -840780.858071 + Penalty 2990.684634 = -837790.173437
  nChanged 29
		SP:Iteration 49Q (40364.750000 sec): 3 clusters
  Score: Raw -840785.573097 + Penalty 2990.684634 = -837794.888462
  nChanged 26
		SP:Iteration 50Q (40364.970000 sec): 3 clusters
  Score: Raw -840790.633830 + Penalty 2990.684634 = -837799.949196
  nChanged 30
		SP:Iteration 51Q (40365.180000 sec): 3 clusters
  Score: Raw -840795.532170 + Penalty 2990.684634 = -837804.847536
  nChanged 32
		SP:Iteration 52Q (40365.420000 sec): 3 clusters
  Score: Raw -840800.778118 + Penalty 2990.684634 = -837810.093484
  nChanged 22
		SP:Iteration 53Q (40365.630000 sec): 3 clusters
  Score: Raw -840804.074181 + Penalty 2990.684634 = -837813.389546
  nChanged 30
		SP:Iteration 54Q (40365.890000 sec): 3 clusters
  Score: Raw -840808.781760 + Penalty 2990.684634 = -837818.097125
  nChanged 40
		SP:Iteration 55Q (40366.160000 sec): 3 clusters
  Score: Raw -840814.608168 + Penalty 2990.684634 = -837823.923533
  nChanged 35
		SP:Iteration 56Q (40366.380000 sec): 3 clusters
  Score: Raw -840821.281872 + Penalty 2990.684634 = -837830.597238
  nChanged 31
		SP:Iteration 57Q (40366.560000 sec): 3 clusters
  Score: Raw -840827.311785 + Penalty 2990.684634 = -837836.627151
  nChanged 36
		SP:Iteration 58Q (40366.850000 sec): 3 clusters
  Score: Raw -840834.273837 + Penalty 2990.684634 = -837843.589203
  nChanged 35
		SP:Iteration 59Q (40367.020000 sec): 3 clusters
  Score: Raw -840840.150217 + Penalty 2990.684634 = -837849.465583
  nChanged 30
		SP:Iteration 60F (40367.260000 sec): 3 clusters
  Score: Raw -840845.087119 + Penalty 2990.684634 = -837854.402485
  nChanged 26
		SP:Iteration 61Q (40367.470000 sec): 3 clusters
  Score: Raw -840850.294105 + Penalty 2990.684634 = -837859.609471
  nChanged 24
		SP:Iteration 62Q (40367.680000 sec): 3 clusters
  Score: Raw -840854.481034 + Penalty 2990.684634 = -837863.796400
  nChanged 23
		SP:Iteration 63Q (40367.890000 sec): 3 clusters
  Score: Raw -840857.898014 + Penalty 2990.684634 = -837867.213380
  nChanged 19
		SP:Iteration 64Q (40368.140000 sec): 3 clusters
  Score: Raw -840861.123362 + Penalty 2990.684634 = -837870.438727
  nChanged 17
		SP:Iteration 65Q (40368.340000 sec): 3 clusters
  Score: Raw -840863.313709 + Penalty 2990.684634 = -837872.629075
  nChanged 14
		SP:Iteration 66Q (40368.550000 sec): 3 clusters
  Score: Raw -840864.771823 + Penalty 2990.684634 = -837874.087189
  nChanged 6
		SP:Iteration 67Q (40368.760000 sec): 3 clusters
  Score: Raw -840865.362449 + Penalty 2990.684634 = -837874.677814
  nChanged 7
		SP:Iteration 68Q (40368.960000 sec): 3 clusters
  Score: Raw -840865.962324 + Penalty 2990.684634 = -837875.277689
  nChanged 8
		SP:Iteration 69Q (40369.210000 sec): 3 clusters
  Score: Raw -840867.160503 + Penalty 2990.684634 = -837876.475869
  nChanged 14
		SP:Iteration 70Q (40369.460000 sec): 3 clusters
  Score: Raw -840868.923464 + Penalty 2990.684634 = -837878.238830
  nChanged 12
		SP:Iteration 71Q (40369.720000 sec): 3 clusters
  Score: Raw -840870.248448 + Penalty 2990.684634 = -837879.563814
  nChanged 15
		SP:Iteration 72Q (40369.940000 sec): 3 clusters
  Score: Raw -840872.878652 + Penalty 2990.684634 = -837882.194018
  nChanged 24
		SP:Iteration 73Q (40370.170000 sec): 3 clusters
  Score: Raw -840877.391815 + Penalty 2990.684634 = -837886.707180
  nChanged 27
		SP:Iteration 74Q (40370.380000 sec): 3 clusters
  Score: Raw -840881.864900 + Penalty 2990.684634 = -837891.180266
  nChanged 32
		SP:Iteration 75Q (40370.600000 sec): 3 clusters
  Score: Raw -840886.796988 + Penalty 2990.684634 = -837896.112354
  nChanged 28
		SP:Iteration 76Q (40370.820000 sec): 3 clusters
  Score: Raw -840891.405707 + Penalty 2990.684634 = -837900.721073
  nChanged 27
		SP:Iteration 77Q (40371.040000 sec): 3 clusters
  Score: Raw -840895.617328 + Penalty 2990.684634 = -837904.932693
  nChanged 26
		SP:Iteration 78Q (40371.270000 sec): 3 clusters
  Score: Raw -840899.908367 + Penalty 2990.684634 = -837909.223733
  nChanged 29
		SP:Iteration 79Q (40371.490000 sec): 3 clusters
  Score: Raw -840903.978445 + Penalty 2990.684634 = -837913.293811
  nChanged 30
		SP:Iteration 80F (40371.700000 sec): 3 clusters
  Score: Raw -840908.809553 + Penalty 2990.684634 = -837918.124919
  nChanged 23
		SP:Iteration 81Q (40371.930000 sec): 3 clusters
  Score: Raw -840912.490463 + Penalty 2990.684634 = -837921.805828
  nChanged 21
		SP:Iteration 82Q (40372.150000 sec): 3 clusters
  Score: Raw -840916.747203 + Penalty 2990.684634 = -837926.062569
  nChanged 29
		SP:Iteration 83Q (40372.370000 sec): 3 clusters
  Score: Raw -840921.611590 + Penalty 2990.684634 = -837930.926956
  nChanged 27
		SP:Iteration 84Q (40372.630000 sec): 3 clusters
  Score: Raw -840925.523484 + Penalty 2990.684634 = -837934.838849
  nChanged 28
		SP:Iteration 85Q (40372.850000 sec): 3 clusters
  Score: Raw -840930.511344 + Penalty 2990.684634 = -837939.826710
  nChanged 31
		SP:Iteration 86Q (40373.070000 sec): 3 clusters
  Score: Raw -840936.440559 + Penalty 2990.684634 = -837945.755925
  nChanged 40
		SP:Iteration 87Q (40373.270000 sec): 3 clusters
  Score: Raw -840943.510511 + Penalty 2990.684634 = -837952.825877
  nChanged 33
		SP:Iteration 88Q (40373.480000 sec): 3 clusters
  Score: Raw -840948.986868 + Penalty 2990.684634 = -837958.302234
  nChanged 31
		SP:Iteration 89Q (40373.690000 sec): 3 clusters
  Score: Raw -840954.243833 + Penalty 2990.684634 = -837963.559199
  nChanged 27
		SP:Iteration 90Q (40373.900000 sec): 3 clusters
  Score: Raw -840958.986119 + Penalty 2990.684634 = -837968.301485
  nChanged 26
		SP:Iteration 91Q (40374.110000 sec): 3 clusters
  Score: Raw -840963.939140 + Penalty 2990.684634 = -837973.254506
  nChanged 22
		SP:Iteration 92Q (40374.310000 sec): 3 clusters
  Score: Raw -840966.414950 + Penalty 2990.684634 = -837975.730316
  nChanged 20
		SP:Iteration 93Q (40374.520000 sec): 3 clusters
  Score: Raw -840969.370713 + Penalty 2990.684634 = -837978.686079
  nChanged 19
		SP:Iteration 94Q (40374.730000 sec): 3 clusters
  Score: Raw -840972.660117 + Penalty 2990.684634 = -837981.975482
  nChanged 25
		SP:Iteration 95Q (40374.940000 sec): 3 clusters
  Score: Raw -840976.158313 + Penalty 2990.684634 = -837985.473679
  nChanged 15
		SP:Iteration 96Q (40375.150000 sec): 3 clusters
  Score: Raw -840978.549651 + Penalty 2990.684634 = -837987.865016
  nChanged 17
		SP:Iteration 97Q (40375.350000 sec): 3 clusters
  Score: Raw -840980.907247 + Penalty 2990.684634 = -837990.222612
  nChanged 21
		SP:Iteration 98Q (40375.560000 sec): 3 clusters
  Score: Raw -840984.872522 + Penalty 2990.684634 = -837994.187888
  nChanged 22
		SP:Iteration 99Q (40375.770000 sec): 3 clusters
  Score: Raw -840989.082217 + Penalty 2990.684634 = -837998.397583
  nChanged 26
		SP:Iteration 100F (40375.980000 sec): 3 clusters
  Score: Raw -840994.975932 + Penalty 2990.684634 = -838004.291298
  nChanged 40
		SP:Iteration 101Q (40376.190000 sec): 3 clusters
  Score: Raw -841005.597070 + Penalty 2990.684634 = -838014.912436
  nChanged 40
		SP:Iteration 102Q (40376.400000 sec): 3 clusters
  Score: Raw -841016.281016 + Penalty 2990.684634 = -838025.596382
  nChanged 54
		SP:Iteration 103Q (40376.610000 sec): 3 clusters
  Score: Raw -841030.555147 + Penalty 2990.684634 = -838039.870513
  nChanged 49
		SP:Iteration 104Q (40376.830000 sec): 3 clusters
  Score: Raw -841043.472720 + Penalty 2990.684634 = -838052.788085
  nChanged 53
		SP:Iteration 105Q (40377.090000 sec): 3 clusters
  Score: Raw -841059.303945 + Penalty 2990.684634 = -838068.619311
  nChanged 69
		SP:Iteration 106Q (40377.310000 sec): 3 clusters
  Score: Raw -841078.984238 + Penalty 2990.684634 = -838088.299603
  nChanged 52
		SP:Iteration 107Q (40377.530000 sec): 3 clusters
  Score: Raw -841094.911085 + Penalty 2990.684634 = -838104.226451
  nChanged 60
		SP:Iteration 108Q (40377.760000 sec): 3 clusters
  Score: Raw -841110.519019 + Penalty 2990.684634 = -838119.834385
  nChanged 63
		SP:Iteration 109Q (40377.980000 sec): 3 clusters
  Score: Raw -841129.669790 + Penalty 2990.684634 = -838138.985155
  nChanged 61
		SP:Iteration 110Q (40378.200000 sec): 3 clusters
  Score: Raw -841147.831703 + Penalty 2990.684634 = -838157.147069
  nChanged 65
		SP:Iteration 111Q (40378.420000 sec): 3 clusters
  Score: Raw -841167.178847 + Penalty 2990.684634 = -838176.494212
  nChanged 59
		SP:Iteration 112Q (40378.630000 sec): 3 clusters
  Score: Raw -841186.148461 + Penalty 2990.684634 = -838195.463827
  nChanged 69
		SP:Iteration 113Q (40378.850000 sec): 3 clusters
  Score: Raw -841209.961328 + Penalty 2990.684634 = -838219.276694
  nChanged 76
		SP:Iteration 114Q (40379.080000 sec): 3 clusters
  Score: Raw -841235.805140 + Penalty 2990.684634 = -838245.120506
  nChanged 76
		SP:Iteration 115Q (40379.210000 sec): 3 clusters
  Score: Raw -841262.451159 + Penalty 2990.684634 = -838271.766524
  nChanged 84
		SP:Iteration 116Q (40379.420000 sec): 3 clusters
  Score: Raw -841288.380023 + Penalty 2990.684634 = -838297.695389
  nChanged 73
		SP:Iteration 117Q (40379.670000 sec): 3 clusters
  Score: Raw -841309.137458 + Penalty 2990.684634 = -838318.452823
  nChanged 66
		SP:Iteration 118Q (40379.880000 sec): 3 clusters
  Score: Raw -841329.676753 + Penalty 2990.684634 = -838338.992119
  nChanged 71
		SP:Iteration 119Q (40380.070000 sec): 3 clusters
  Score: Raw -841348.672481 + Penalty 2990.684634 = -838357.987846
  nChanged 55
		SP:Iteration 120F (40380.270000 sec): 3 clusters
  Score: Raw -841368.835997 + Penalty 2990.684634 = -838378.151362
  nChanged 59
		SP:Iteration 121Q (40380.510000 sec): 3 clusters
  Score: Raw -841392.404042 + Penalty 2990.684634 = -838401.719407
  nChanged 65
		SP:Iteration 122Q (40380.710000 sec): 3 clusters
  Score: Raw -841417.527949 + Penalty 2990.684634 = -838426.843315
  nChanged 74
		SP:Iteration 123Q (40380.960000 sec): 3 clusters
  Score: Raw -841443.054727 + Penalty 2990.684634 = -838452.370093
  nChanged 75
		SP:Iteration 124Q (40381.180000 sec): 3 clusters
  Score: Raw -841474.511121 + Penalty 2990.684634 = -838483.826487
  nChanged 84
		SP:Iteration 125Q (40381.400000 sec): 3 clusters
  Score: Raw -841502.789431 + Penalty 2990.684634 = -838512.104797
  nChanged 67
		SP:Iteration 126Q (40381.610000 sec): 3 clusters
  Score: Raw -841526.714606 + Penalty 2990.684634 = -838536.029972
  nChanged 62
		SP:Iteration 127Q (40381.840000 sec): 3 clusters
  Score: Raw -841549.192906 + Penalty 2990.684634 = -838558.508272
  nChanged 58
		SP:Iteration 128Q (40382.070000 sec): 3 clusters
  Score: Raw -841573.928571 + Penalty 2990.684634 = -838583.243937
  nChanged 58
		SP:Iteration 129Q (40382.280000 sec): 3 clusters
  Score: Raw -841598.052576 + Penalty 2990.684634 = -838607.367942
  nChanged 53
		SP:Iteration 130Q (40382.470000 sec): 3 clusters
  Score: Raw -841616.479360 + Penalty 2990.684634 = -838625.794725
  nChanged 45
		SP:Iteration 131Q (40382.690000 sec): 3 clusters
  Score: Raw -841630.671444 + Penalty 2990.684634 = -838639.986810
  nChanged 38
		SP:Iteration 132Q (40382.910000 sec): 3 clusters
  Score: Raw -841643.064328 + Penalty 2990.684634 = -838652.379694
  nChanged 22
		SP:Iteration 133Q (40383.140000 sec): 3 clusters
  Score: Raw -841649.856406 + Penalty 2990.684634 = -838659.171771
  nChanged 26
		SP:Iteration 134Q (40383.360000 sec): 3 clusters
  Score: Raw -841657.457501 + Penalty 2990.684634 = -838666.772867
  nChanged 24
		SP:Iteration 135Q (40383.570000 sec): 3 clusters
  Score: Raw -841663.842687 + Penalty 2990.684634 = -838673.158052
  nChanged 13
		SP:Iteration 136Q (40383.710000 sec): 3 clusters
  Score: Raw -841667.705148 + Penalty 2990.684634 = -838677.020514
  nChanged 15
		SP:Iteration 137Q (40383.920000 sec): 3 clusters
  Score: Raw -841671.348325 + Penalty 2990.684634 = -838680.663690
  nChanged 12
		SP:Iteration 138Q (40384.120000 sec): 3 clusters
  Score: Raw -841673.930645 + Penalty 2990.684634 = -838683.246011
  nChanged 12
		SP:Iteration 139Q (40384.330000 sec): 3 clusters
  Score: Raw -841677.366956 + Penalty 2990.684634 = -838686.682322
  nChanged 10
		SP:Iteration 140F (40384.510000 sec): 3 clusters
  Score: Raw -841679.991438 + Penalty 2990.684634 = -838689.306803
  nChanged 7
		SP:Iteration 141Q (40384.700000 sec): 3 clusters
  Score: Raw -841682.153253 + Penalty 2990.684634 = -838691.468619
  nChanged 11
		SP:Iteration 142Q (40384.870000 sec): 3 clusters
  Score: Raw -841685.323664 + Penalty 2990.684634 = -838694.639030
  nChanged 6
		SP:Iteration 143Q (40385.080000 sec): 3 clusters
  Score: Raw -841686.582562 + Penalty 2990.684634 = -838695.897928
  nChanged 5
		SP:Iteration 144Q (40385.290000 sec): 3 clusters
  Score: Raw -841687.674244 + Penalty 2990.684634 = -838696.989610
  nChanged 2
		SP:Iteration 145Q (40385.480000 sec): 3 clusters
  Score: Raw -841688.172355 + Penalty 2990.684634 = -838697.487721
  nChanged 3
		SP:Iteration 146Q (40385.670000 sec): 3 clusters
  Score: Raw -841688.754953 + Penalty 2990.684634 = -838698.070319
  nChanged 6
		SP:Iteration 147Q (40385.860000 sec): 3 clusters
  Score: Raw -841689.911967 + Penalty 2990.684634 = -838699.227333
  nChanged 10
		SP:Iteration 148Q (40386.070000 sec): 3 clusters
  Score: Raw -841692.775817 + Penalty 2990.684634 = -838702.091183
  nChanged 8
		SP:Iteration 149Q (40386.290000 sec): 3 clusters
  Score: Raw -841694.931943 + Penalty 2990.684634 = -838704.247308
  nChanged 9
		SP:Iteration 150Q (40386.500000 sec): 3 clusters
  Score: Raw -841697.584829 + Penalty 2990.684634 = -838706.900195
  nChanged 10
		SP:Iteration 151Q (40386.650000 sec): 3 clusters
  Score: Raw -841701.180158 + Penalty 2990.684634 = -838710.495524
  nChanged 9
		SP:Iteration 152Q (40386.870000 sec): 3 clusters
  Score: Raw -841703.268956 + Penalty 2990.684634 = -838712.584322
  nChanged 7
		SP:Iteration 153Q (40387.090000 sec): 3 clusters
  Score: Raw -841705.931391 + Penalty 2990.684634 = -838715.246756
  nChanged 9
		SP:Iteration 154Q (40387.300000 sec): 3 clusters
  Score: Raw -841708.199586 + Penalty 2990.684634 = -838717.514951
  nChanged 10
		SP:Iteration 155Q (40387.510000 sec): 3 clusters
  Score: Raw -841711.131045 + Penalty 2990.684634 = -838720.446411
  nChanged 6
		SP:Iteration 156Q (40387.710000 sec): 3 clusters
  Score: Raw -841712.460650 + Penalty 2990.684634 = -838721.776016
  nChanged 1
		SP:Iteration 157Q (40387.920000 sec): 3 clusters
  Score: Raw -841713.005004 + Penalty 2990.684634 = -838722.320370
  nChanged 3
		SP:Iteration 158Q (40388.150000 sec): 3 clusters
  Score: Raw -841713.730009 + Penalty 2990.684634 = -838723.045375
  nChanged 2
		SP:Iteration 159Q (40388.360000 sec): 3 clusters
  Score: Raw -841714.221430 + Penalty 2990.684634 = -838723.536796
  nChanged 1
		SP:Iteration 160F (40388.590000 sec): 3 clusters
  Score: Raw -841714.360168 + Penalty 2990.684634 = -838723.675534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40388.660000 sec): 2 clusters
  Score: Raw -197961.392113 + Penalty 1290.633864 = -196670.758250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40388.840000 sec): 3 clusters
  Score: Raw -196686.591642 + Penalty 2581.267727 = -194105.323915
  nChanged 1055
		SP:Iteration 1F (40389.020000 sec): 3 clusters
  Score: Raw -197514.873924 + Penalty 2581.267727 = -194933.606197
  nChanged 273
		SP:Iteration 2F (40389.170000 sec): 3 clusters
  Score: Raw -197743.890633 + Penalty 2581.267727 = -195162.622905
  nChanged 179
		SP:Iteration 3F (40389.280000 sec): 3 clusters
  Score: Raw -197902.675223 + Penalty 2581.267727 = -195321.407496
  nChanged 140
		SP:Iteration 4Q (40389.450000 sec): 3 clusters
  Score: Raw -198048.042322 + Penalty 2581.267727 = -195466.774594
  nChanged 120
		SP:Iteration 5Q (40389.630000 sec): 3 clusters
  Score: Raw -198154.773345 + Penalty 2581.267727 = -195573.505618
  nChanged 91
		SP:Iteration 6Q (40389.810000 sec): 3 clusters
  Score: Raw -198236.628111 + Penalty 2581.267727 = -195655.360384
  nChanged 90
		SP:Iteration 7Q (40389.980000 sec): 3 clusters
  Score: Raw -198318.074765 + Penalty 2581.267727 = -195736.807038
  nChanged 80
		SP:Iteration 8Q (40390.160000 sec): 3 clusters
  Score: Raw -198372.034511 + Penalty 2581.267727 = -195790.766784
  nChanged 57
		SP:Iteration 9Q (40390.330000 sec): 3 clusters
  Score: Raw -198409.012413 + Penalty 2581.267727 = -195827.744685
  nChanged 46
		SP:Iteration 10Q (40390.510000 sec): 3 clusters
  Score: Raw -198435.791175 + Penalty 2581.267727 = -195854.523448
  nChanged 45
		SP:Iteration 11Q (40390.690000 sec): 3 clusters
  Score: Raw -198461.116073 + Penalty 2581.267727 = -195879.848346
  nChanged 44
		SP:Iteration 12Q (40390.860000 sec): 3 clusters
  Score: Raw -198485.626923 + Penalty 2581.267727 = -195904.359196
  nChanged 49
		SP:Iteration 13Q (40391.050000 sec): 3 clusters
  Score: Raw -198512.320790 + Penalty 2581.267727 = -195931.053063
  nChanged 45
		SP:Iteration 14Q (40391.220000 sec): 3 clusters
  Score: Raw -198534.879978 + Penalty 2581.267727 = -195953.612250
  nChanged 38
		SP:Iteration 15Q (40391.400000 sec): 3 clusters
  Score: Raw -198560.075177 + Penalty 2581.267727 = -195978.807450
  nChanged 48
		SP:Iteration 16Q (40391.570000 sec): 3 clusters
  Score: Raw -198598.516275 + Penalty 2581.267727 = -196017.248548
  nChanged 55
		SP:Iteration 17Q (40391.750000 sec): 3 clusters
  Score: Raw -198636.686033 + Penalty 2581.267727 = -196055.418306
  nChanged 48
		SP:Iteration 18Q (40391.930000 sec): 3 clusters
  Score: Raw -198667.718612 + Penalty 2581.267727 = -196086.450884
  nChanged 34
		SP:Iteration 19Q (40392.100000 sec): 3 clusters
  Score: Raw -198684.140804 + Penalty 2581.267727 = -196102.873077
  nChanged 26
		SP:Iteration 20F (40392.280000 sec): 3 clusters
  Score: Raw -198703.247374 + Penalty 2581.267727 = -196121.979647
  nChanged 21
		SP:Iteration 21Q (40392.450000 sec): 3 clusters
  Score: Raw -198723.912533 + Penalty 2581.267727 = -196142.644806
  nChanged 24
		SP:Iteration 22Q (40392.630000 sec): 3 clusters
  Score: Raw -198741.399154 + Penalty 2581.267727 = -196160.131427
  nChanged 23
		SP:Iteration 23Q (40392.810000 sec): 3 clusters
  Score: Raw -198761.416084 + Penalty 2581.267727 = -196180.148357
  nChanged 24
		SP:Iteration 24Q (40392.980000 sec): 3 clusters
  Score: Raw -198780.580788 + Penalty 2581.267727 = -196199.313061
  nChanged 18
		SP:Iteration 25Q (40393.160000 sec): 3 clusters
  Score: Raw -198793.105251 + Penalty 2581.267727 = -196211.837524
  nChanged 14
		SP:Iteration 26Q (40393.330000 sec): 3 clusters
  Score: Raw -198801.027731 + Penalty 2581.267727 = -196219.760004
  nChanged 10
		SP:Iteration 27Q (40393.510000 sec): 3 clusters
  Score: Raw -198807.935257 + Penalty 2581.267727 = -196226.667529
  nChanged 12
		SP:Iteration 28Q (40393.690000 sec): 3 clusters
  Score: Raw -198814.616850 + Penalty 2581.267727 = -196233.349123
  nChanged 14
		SP:Iteration 29Q (40393.860000 sec): 3 clusters
  Score: Raw -198820.599794 + Penalty 2581.267727 = -196239.332067
  nChanged 10
		SP:Iteration 30Q (40394.040000 sec): 3 clusters
  Score: Raw -198826.059675 + Penalty 2581.267727 = -196244.791948
  nChanged 9
		SP:Iteration 31Q (40394.210000 sec): 3 clusters
  Score: Raw -198830.230200 + Penalty 2581.267727 = -196248.962473
  nChanged 9
		SP:Iteration 32Q (40394.390000 sec): 3 clusters
  Score: Raw -198833.617330 + Penalty 2581.267727 = -196252.349603
  nChanged 4
		SP:Iteration 33Q (40394.570000 sec): 3 clusters
  Score: Raw -198835.916503 + Penalty 2581.267727 = -196254.648776
  nChanged 4
		SP:Iteration 34Q (40394.740000 sec): 3 clusters
  Score: Raw -198838.238450 + Penalty 2581.267727 = -196256.970723
  nChanged 1
		SP:Iteration 35Q (40394.910000 sec): 3 clusters
  Score: Raw -198838.690815 + Penalty 2581.267727 = -196257.423088
  nChanged 1
		SP:Iteration 36Q (40395.090000 sec): 3 clusters
  Score: Raw -198838.915615 + Penalty 2581.267727 = -196257.647888
  nChanged 0
		SP:Iteration 37F (40395.270000 sec): 3 clusters
  Score: Raw -198838.915615 + Penalty 2581.267727 = -196257.647888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40395.360000 sec): 2 clusters
  Score: Raw -289625.773784 + Penalty 1334.410090 = -288291.363695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40395.530000 sec): 3 clusters
  Score: Raw -287787.918229 + Penalty 2668.820179 = -285119.098050
  nChanged 1453
		SP:Iteration 1F (40395.700000 sec): 3 clusters
  Score: Raw -288591.053278 + Penalty 2668.820179 = -285922.233099
  nChanged 298
		SP:Iteration 2F (40395.880000 sec): 3 clusters
  Score: Raw -288767.837842 + Penalty 2668.820179 = -286099.017663
  nChanged 209
		SP:Iteration 3F (40396.050000 sec): 3 clusters
  Score: Raw -288881.478314 + Penalty 2668.820179 = -286212.658135
  nChanged 171
		SP:Iteration 4Q (40396.230000 sec): 3 clusters
  Score: Raw -288980.155277 + Penalty 2668.820179 = -286311.335098
  nChanged 149
		SP:Iteration 5Q (40396.410000 sec): 3 clusters
  Score: Raw -289073.539767 + Penalty 2668.820179 = -286404.719588
  nChanged 149
		SP:Iteration 6Q (40396.580000 sec): 3 clusters
  Score: Raw -289177.088729 + Penalty 2668.820179 = -286508.268550
  nChanged 128
		SP:Iteration 7Q (40396.760000 sec): 3 clusters
  Score: Raw -289287.821856 + Penalty 2668.820179 = -286619.001677
  nChanged 130
		SP:Iteration 8Q (40396.930000 sec): 3 clusters
  Score: Raw -289387.955045 + Penalty 2668.820179 = -286719.134865
  nChanged 94
		SP:Iteration 9Q (40397.110000 sec): 3 clusters
  Score: Raw -289454.403791 + Penalty 2668.820179 = -286785.583611
  nChanged 96
		SP:Iteration 10Q (40397.270000 sec): 3 clusters
  Score: Raw -289528.493813 + Penalty 2668.820179 = -286859.673634
  nChanged 77
		SP:Iteration 11Q (40397.460000 sec): 3 clusters
  Score: Raw -289580.450146 + Penalty 2668.820179 = -286911.629967
  nChanged 58
		SP:Iteration 12Q (40397.640000 sec): 3 clusters
  Score: Raw -289628.448018 + Penalty 2668.820179 = -286959.627839
  nChanged 47
		SP:Iteration 13Q (40397.810000 sec): 3 clusters
  Score: Raw -289663.156661 + Penalty 2668.820179 = -286994.336482
  nChanged 35
		SP:Iteration 14Q (40397.990000 sec): 3 clusters
  Score: Raw -289685.575982 + Penalty 2668.820179 = -287016.755803
  nChanged 28
		SP:Iteration 15Q (40398.170000 sec): 3 clusters
  Score: Raw -289704.147885 + Penalty 2668.820179 = -287035.327706
  nChanged 16
		SP:Iteration 16Q (40398.340000 sec): 3 clusters
  Score: Raw -289713.822454 + Penalty 2668.820179 = -287045.002275
  nChanged 10
		SP:Iteration 17Q (40398.520000 sec): 3 clusters
  Score: Raw -289719.710115 + Penalty 2668.820179 = -287050.889936
  nChanged 7
		SP:Iteration 18Q (40398.690000 sec): 3 clusters
  Score: Raw -289726.180466 + Penalty 2668.820179 = -287057.360287
  nChanged 12
		SP:Iteration 19Q (40398.870000 sec): 3 clusters
  Score: Raw -289733.590103 + Penalty 2668.820179 = -287064.769924
  nChanged 5
		SP:Iteration 20F (40399.050000 sec): 3 clusters
  Score: Raw -289737.175501 + Penalty 2668.820179 = -287068.355322
  nChanged 10
		SP:Iteration 21Q (40399.220000 sec): 3 clusters
  Score: Raw -289747.630682 + Penalty 2668.820179 = -287078.810503
  nChanged 14
		SP:Iteration 22Q (40399.400000 sec): 3 clusters
  Score: Raw -289756.863035 + Penalty 2668.820179 = -287088.042856
  nChanged 11
		SP:Iteration 23Q (40399.570000 sec): 3 clusters
  Score: Raw -289763.065610 + Penalty 2668.820179 = -287094.245431
  nChanged 8
		SP:Iteration 24Q (40399.750000 sec): 3 clusters
  Score: Raw -289769.951237 + Penalty 2668.820179 = -287101.131058
  nChanged 6
		SP:Iteration 25Q (40399.930000 sec): 3 clusters
  Score: Raw -289775.138085 + Penalty 2668.820179 = -287106.317906
  nChanged 7
		SP:Iteration 26Q (40400.100000 sec): 3 clusters
  Score: Raw -289781.717579 + Penalty 2668.820179 = -287112.897400
  nChanged 5
		SP:Iteration 27Q (40400.280000 sec): 3 clusters
  Score: Raw -289785.922939 + Penalty 2668.820179 = -287117.102760
  nChanged 5
		SP:Iteration 28Q (40400.450000 sec): 3 clusters
  Score: Raw -289789.611707 + Penalty 2668.820179 = -287120.791528
  nChanged 4
		SP:Iteration 29Q (40400.630000 sec): 3 clusters
  Score: Raw -289791.735919 + Penalty 2668.820179 = -287122.915739
  nChanged 4
		SP:Iteration 30Q (40400.800000 sec): 3 clusters
  Score: Raw -289795.620929 + Penalty 2668.820179 = -287126.800750
  nChanged 2
		SP:Iteration 31Q (40400.980000 sec): 3 clusters
  Score: Raw -289798.257105 + Penalty 2668.820179 = -287129.436925
  nChanged 3
		SP:Iteration 32Q (40401.150000 sec): 3 clusters
  Score: Raw -289800.948039 + Penalty 2668.820179 = -287132.127860
  nChanged 1
		SP:Iteration 33Q (40401.330000 sec): 3 clusters
  Score: Raw -289801.657756 + Penalty 2668.820179 = -287132.837576
  nChanged 1
		SP:Iteration 34Q (40401.510000 sec): 3 clusters
  Score: Raw -289802.469745 + Penalty 2668.820179 = -287133.649566
  nChanged 1
		SP:Iteration 35Q (40401.680000 sec): 3 clusters
  Score: Raw -289802.763534 + Penalty 2668.820179 = -287133.943355
  nChanged 1
		SP:Iteration 36Q (40401.860000 sec): 3 clusters
  Score: Raw -289803.118297 + Penalty 2668.820179 = -287134.298117
  nChanged 1
		SP:Iteration 37Q (40402.030000 sec): 3 clusters
  Score: Raw -289803.699302 + Penalty 2668.820179 = -287134.879123
  nChanged 0
		SP:Iteration 38F (40402.210000 sec): 3 clusters
  Score: Raw -289803.699302 + Penalty 2668.820179 = -287134.879123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40402.300000 sec): 2 clusters
  Score: Raw -59064.652926 + Penalty 1080.880429 = -57983.772496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40402.470000 sec): 3 clusters
  Score: Raw -58870.241688 + Penalty 2161.760859 = -56708.480829
  nChanged 230
		SP:Iteration 1F (40402.650000 sec): 3 clusters
  Score: Raw -59110.615749 + Penalty 2161.760859 = -56948.854891
  nChanged 57
		SP:Iteration 2F (40402.830000 sec): 3 clusters
  Score: Raw -59175.640998 + Penalty 2161.760859 = -57013.880139
  nChanged 29
		SP:Iteration 3Q (40403.000000 sec): 3 clusters
  Score: Raw -59197.957495 + Penalty 2161.760859 = -57036.196636
  nChanged 10
		SP:Iteration 4Q (40403.180000 sec): 3 clusters
  Score: Raw -59211.121305 + Penalty 2161.760859 = -57049.360446
  nChanged 12
		SP:Iteration 5Q (40403.360000 sec): 3 clusters
  Score: Raw -59225.702782 + Penalty 2161.760859 = -57063.941923
  nChanged 7
		SP:Iteration 6Q (40403.530000 sec): 3 clusters
  Score: Raw -59229.335962 + Penalty 2161.760859 = -57067.575103
  nChanged 2
		SP:Iteration 7Q (40403.710000 sec): 3 clusters
  Score: Raw -59230.714684 + Penalty 2161.760859 = -57068.953825
  nChanged 3
		SP:Iteration 8Q (40403.880000 sec): 3 clusters
  Score: Raw -59232.179070 + Penalty 2161.760859 = -57070.418211
  nChanged 2
		SP:Iteration 9Q (40404.060000 sec): 3 clusters
  Score: Raw -59233.546509 + Penalty 2161.760859 = -57071.785650
  nChanged 2
		SP:Iteration 10Q (40404.230000 sec): 3 clusters
  Score: Raw -59235.223253 + Penalty 2161.760859 = -57073.462394
  nChanged 3
		SP:Iteration 11Q (40404.400000 sec): 3 clusters
  Score: Raw -59236.357783 + Penalty 2161.760859 = -57074.596925
  nChanged 0
		SP:Iteration 12F (40404.580000 sec): 3 clusters
  Score: Raw -59236.357783 + Penalty 2161.760859 = -57074.596925
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40404.670000 sec): 2 clusters
  Score: Raw -107676.302608 + Penalty 1167.994289 = -106508.308319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40404.840000 sec): 3 clusters
  Score: Raw -107206.944134 + Penalty 2335.988578 = -104870.955556
  nChanged 414
		SP:Iteration 1F (40405.020000 sec): 3 clusters
  Score: Raw -107525.220307 + Penalty 2335.988578 = -105189.231728
  nChanged 100
		SP:Iteration 2F (40405.200000 sec): 3 clusters
  Score: Raw -107612.138095 + Penalty 2335.988578 = -105276.149517
  nChanged 55
		SP:Iteration 3Q (40405.370000 sec): 3 clusters
  Score: Raw -107669.195726 + Penalty 2335.988578 = -105333.207147
  nChanged 46
		SP:Iteration 4Q (40405.550000 sec): 3 clusters
  Score: Raw -107705.739139 + Penalty 2335.988578 = -105369.750561
  nChanged 28
		SP:Iteration 5Q (40405.720000 sec): 3 clusters
  Score: Raw -107728.057234 + Penalty 2335.988578 = -105392.068656
  nChanged 22
		SP:Iteration 6Q (40405.900000 sec): 3 clusters
  Score: Raw -107744.723894 + Penalty 2335.988578 = -105408.735315
  nChanged 12
		SP:Iteration 7Q (40406.080000 sec): 3 clusters
  Score: Raw -107755.132596 + Penalty 2335.988578 = -105419.144018
  nChanged 17
		SP:Iteration 8Q (40406.250000 sec): 3 clusters
  Score: Raw -107768.744816 + Penalty 2335.988578 = -105432.756238
  nChanged 22
		SP:Iteration 9Q (40406.430000 sec): 3 clusters
  Score: Raw -107783.217232 + Penalty 2335.988578 = -105447.228654
  nChanged 13
		SP:Iteration 10Q (40406.600000 sec): 3 clusters
  Score: Raw -107791.421015 + Penalty 2335.988578 = -105455.432437
  nChanged 12
		SP:Iteration 11Q (40406.780000 sec): 3 clusters
  Score: Raw -107799.191073 + Penalty 2335.988578 = -105463.202495
  nChanged 11
		SP:Iteration 12Q (40406.950000 sec): 3 clusters
  Score: Raw -107807.983873 + Penalty 2335.988578 = -105471.995295
  nChanged 6
		SP:Iteration 13Q (40407.130000 sec): 3 clusters
  Score: Raw -107810.645003 + Penalty 2335.988578 = -105474.656425
  nChanged 6
		SP:Iteration 14Q (40407.300000 sec): 3 clusters
  Score: Raw -107813.848211 + Penalty 2335.988578 = -105477.859633
  nChanged 3
		SP:Iteration 15Q (40407.480000 sec): 3 clusters
  Score: Raw -107816.884060 + Penalty 2335.988578 = -105480.895482
  nChanged 4
		SP:Iteration 16Q (40407.660000 sec): 3 clusters
  Score: Raw -107818.702551 + Penalty 2335.988578 = -105482.713973
  nChanged 1
		SP:Iteration 17Q (40407.880000 sec): 3 clusters
  Score: Raw -107819.169302 + Penalty 2335.988578 = -105483.180724
  nChanged 2
		SP:Iteration 18Q (40408.040000 sec): 3 clusters
  Score: Raw -107820.705218 + Penalty 2335.988578 = -105484.716639
  nChanged 1
		SP:Iteration 19Q (40408.210000 sec): 3 clusters
  Score: Raw -107821.240810 + Penalty 2335.988578 = -105485.252232
  nChanged 3
		SP:Iteration 20F (40408.390000 sec): 3 clusters
  Score: Raw -107823.681826 + Penalty 2335.988578 = -105487.693247
  nChanged 3
		SP:Iteration 21Q (40408.550000 sec): 3 clusters
  Score: Raw -107825.885487 + Penalty 2335.988578 = -105489.896909
  nChanged 5
		SP:Iteration 22Q (40408.720000 sec): 3 clusters
  Score: Raw -107830.326741 + Penalty 2335.988578 = -105494.338163
  nChanged 4
		SP:Iteration 23Q (40408.890000 sec): 3 clusters
  Score: Raw -107833.037098 + Penalty 2335.988578 = -105497.048520
  nChanged 3
		SP:Iteration 24Q (40409.060000 sec): 3 clusters
  Score: Raw -107835.155533 + Penalty 2335.988578 = -105499.166955
  nChanged 2
		SP:Iteration 25Q (40409.180000 sec): 3 clusters
  Score: Raw -107836.391372 + Penalty 2335.988578 = -105500.402794
  nChanged 1
		SP:Iteration 26Q (40409.360000 sec): 3 clusters
  Score: Raw -107837.183393 + Penalty 2335.988578 = -105501.194815
  nChanged 2
		SP:Iteration 27Q (40409.530000 sec): 3 clusters
  Score: Raw -107838.948466 + Penalty 2335.988578 = -105502.959888
  nChanged 0
		SP:Iteration 28F (40409.710000 sec): 3 clusters
  Score: Raw -107838.948466 + Penalty 2335.988578 = -105502.959888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40409.800000 sec): 2 clusters
  Score: Raw -105573.020831 + Penalty 1177.303001 = -104395.717829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40409.970000 sec): 3 clusters
  Score: Raw -105068.166531 + Penalty 2354.606003 = -102713.560528
  nChanged 473
		SP:Iteration 1F (40410.150000 sec): 3 clusters
  Score: Raw -105441.682477 + Penalty 2354.606003 = -103087.076474
  nChanged 103
		SP:Iteration 2F (40410.330000 sec): 3 clusters
  Score: Raw -105534.010453 + Penalty 2354.606003 = -103179.404450
  nChanged 61
		SP:Iteration 3Q (40410.500000 sec): 3 clusters
  Score: Raw -105576.307795 + Penalty 2354.606003 = -103221.701793
  nChanged 45
		SP:Iteration 4Q (40410.680000 sec): 3 clusters
  Score: Raw -105615.294030 + Penalty 2354.606003 = -103260.688027
  nChanged 37
		SP:Iteration 5Q (40410.850000 sec): 3 clusters
  Score: Raw -105640.281239 + Penalty 2354.606003 = -103285.675237
  nChanged 31
		SP:Iteration 6Q (40411.030000 sec): 3 clusters
  Score: Raw -105668.389471 + Penalty 2354.606003 = -103313.783468
  nChanged 32
		SP:Iteration 7Q (40411.210000 sec): 3 clusters
  Score: Raw -105691.426686 + Penalty 2354.606003 = -103336.820683
  nChanged 22
		SP:Iteration 8Q (40411.430000 sec): 3 clusters
  Score: Raw -105709.656462 + Penalty 2354.606003 = -103355.050459
  nChanged 20
		SP:Iteration 9Q (40411.580000 sec): 3 clusters
  Score: Raw -105723.363444 + Penalty 2354.606003 = -103368.757441
  nChanged 13
		SP:Iteration 10Q (40411.730000 sec): 3 clusters
  Score: Raw -105730.958599 + Penalty 2354.606003 = -103376.352596
  nChanged 11
		SP:Iteration 11Q (40411.850000 sec): 3 clusters
  Score: Raw -105737.548209 + Penalty 2354.606003 = -103382.942206
  nChanged 8
		SP:Iteration 12Q (40412.030000 sec): 3 clusters
  Score: Raw -105741.867100 + Penalty 2354.606003 = -103387.261097
  nChanged 4
		SP:Iteration 13Q (40412.200000 sec): 3 clusters
  Score: Raw -105743.904509 + Penalty 2354.606003 = -103389.298506
  nChanged 5
		SP:Iteration 14Q (40412.370000 sec): 3 clusters
  Score: Raw -105746.892662 + Penalty 2354.606003 = -103392.286659
  nChanged 6
		SP:Iteration 15Q (40412.550000 sec): 3 clusters
  Score: Raw -105749.266889 + Penalty 2354.606003 = -103394.660887
  nChanged 4
		SP:Iteration 16Q (40412.730000 sec): 3 clusters
  Score: Raw -105751.245268 + Penalty 2354.606003 = -103396.639266
  nChanged 5
		SP:Iteration 17Q (40412.900000 sec): 3 clusters
  Score: Raw -105755.206641 + Penalty 2354.606003 = -103400.600638
  nChanged 4
		SP:Iteration 18Q (40413.080000 sec): 3 clusters
  Score: Raw -105758.916808 + Penalty 2354.606003 = -103404.310805
  nChanged 7
		SP:Iteration 19Q (40413.250000 sec): 3 clusters
  Score: Raw -105767.384626 + Penalty 2354.606003 = -103412.778624
  nChanged 7
		SP:Iteration 20F (40413.430000 sec): 3 clusters
  Score: Raw -105771.046485 + Penalty 2354.606003 = -103416.440482
  nChanged 6
		SP:Iteration 21Q (40413.610000 sec): 3 clusters
  Score: Raw -105774.814193 + Penalty 2354.606003 = -103420.208191
  nChanged 6
		SP:Iteration 22Q (40413.780000 sec): 3 clusters
  Score: Raw -105778.099926 + Penalty 2354.606003 = -103423.493923
  nChanged 5
		SP:Iteration 23Q (40413.960000 sec): 3 clusters
  Score: Raw -105781.973896 + Penalty 2354.606003 = -103427.367894
  nChanged 4
		SP:Iteration 24Q (40414.130000 sec): 3 clusters
  Score: Raw -105783.942519 + Penalty 2354.606003 = -103429.336516
  nChanged 8
		SP:Iteration 25Q (40414.310000 sec): 3 clusters
  Score: Raw -105788.251042 + Penalty 2354.606003 = -103433.645040
  nChanged 8
		SP:Iteration 26Q (40414.490000 sec): 3 clusters
  Score: Raw -105793.948922 + Penalty 2354.606003 = -103439.342920
  nChanged 7
		SP:Iteration 27Q (40414.660000 sec): 3 clusters
  Score: Raw -105798.166011 + Penalty 2354.606003 = -103443.560008
  nChanged 5
		SP:Iteration 28Q (40414.840000 sec): 3 clusters
  Score: Raw -105800.062529 + Penalty 2354.606003 = -103445.456526
  nChanged 4
		SP:Iteration 29Q (40415.010000 sec): 3 clusters
  Score: Raw -105802.117584 + Penalty 2354.606003 = -103447.511581
  nChanged 3
		SP:Iteration 30Q (40415.190000 sec): 3 clusters
  Score: Raw -105804.003423 + Penalty 2354.606003 = -103449.397421
  nChanged 2
		SP:Iteration 31Q (40415.370000 sec): 3 clusters
  Score: Raw -105804.791958 + Penalty 2354.606003 = -103450.185956
  nChanged 1
		SP:Iteration 32Q (40415.540000 sec): 3 clusters
  Score: Raw -105805.138164 + Penalty 2354.606003 = -103450.532161
  nChanged 3
		SP:Iteration 33Q (40415.710000 sec): 3 clusters
  Score: Raw -105806.224841 + Penalty 2354.606003 = -103451.618839
  nChanged 1
		SP:Iteration 34Q (40415.890000 sec): 3 clusters
  Score: Raw -105806.688104 + Penalty 2354.606003 = -103452.082101
  nChanged 0
		SP:Iteration 35F (40416.070000 sec): 3 clusters
  Score: Raw -105806.688104 + Penalty 2354.606003 = -103452.082101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40416.150000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40416.330000 sec): 3 clusters
  Score: Raw -104308.754099 + Penalty 2333.275090 = -101975.479008
  nChanged 452
		SP:Iteration 1F (40416.510000 sec): 3 clusters
  Score: Raw -104667.728593 + Penalty 2333.275090 = -102334.453502
  nChanged 106
		SP:Iteration 2F (40416.680000 sec): 3 clusters
  Score: Raw -104781.260178 + Penalty 2333.275090 = -102447.985088
  nChanged 67
		SP:Iteration 3F (40416.860000 sec): 3 clusters
  Score: Raw -104847.575186 + Penalty 2333.275090 = -102514.300096
  nChanged 60
		SP:Iteration 4Q (40417.030000 sec): 3 clusters
  Score: Raw -104915.713953 + Penalty 2333.275090 = -102582.438863
  nChanged 45
		SP:Iteration 5Q (40417.210000 sec): 3 clusters
  Score: Raw -104951.896338 + Penalty 2333.275090 = -102618.621248
  nChanged 34
		SP:Iteration 6Q (40417.390000 sec): 3 clusters
  Score: Raw -104979.652409 + Penalty 2333.275090 = -102646.377319
  nChanged 31
		SP:Iteration 7Q (40417.560000 sec): 3 clusters
  Score: Raw -105007.780034 + Penalty 2333.275090 = -102674.504944
  nChanged 31
		SP:Iteration 8Q (40417.740000 sec): 3 clusters
  Score: Raw -105042.842856 + Penalty 2333.275090 = -102709.567766
  nChanged 29
		SP:Iteration 9Q (40417.910000 sec): 3 clusters
  Score: Raw -105073.960718 + Penalty 2333.275090 = -102740.685628
  nChanged 27
		SP:Iteration 10Q (40418.090000 sec): 3 clusters
  Score: Raw -105107.032264 + Penalty 2333.275090 = -102773.757174
  nChanged 33
		SP:Iteration 11Q (40418.270000 sec): 3 clusters
  Score: Raw -105163.705357 + Penalty 2333.275090 = -102830.430267
  nChanged 37
		SP:Iteration 12Q (40418.440000 sec): 3 clusters
  Score: Raw -105242.217762 + Penalty 2333.275090 = -102908.942672
  nChanged 35
		SP:Iteration 13Q (40418.620000 sec): 3 clusters
  Score: Raw -105321.783373 + Penalty 2333.275090 = -102988.508283
  nChanged 41
		SP:Iteration 14Q (40418.790000 sec): 3 clusters
  Score: Raw -105400.970971 + Penalty 2333.275090 = -103067.695881
  nChanged 28
		SP:Iteration 15Q (40418.970000 sec): 3 clusters
  Score: Raw -105441.636993 + Penalty 2333.275090 = -103108.361903
  nChanged 19
		SP:Iteration 16Q (40419.150000 sec): 3 clusters
  Score: Raw -105470.924381 + Penalty 2333.275090 = -103137.649291
  nChanged 11
		SP:Iteration 17Q (40419.320000 sec): 3 clusters
  Score: Raw -105487.706629 + Penalty 2333.275090 = -103154.431539
  nChanged 8
		SP:Iteration 18Q (40419.500000 sec): 3 clusters
  Score: Raw -105508.844341 + Penalty 2333.275090 = -103175.569250
  nChanged 11
		SP:Iteration 19Q (40419.670000 sec): 3 clusters
  Score: Raw -105527.023276 + Penalty 2333.275090 = -103193.748186
  nChanged 8
		SP:Iteration 20F (40419.850000 sec): 3 clusters
  Score: Raw -105540.507668 + Penalty 2333.275090 = -103207.232578
  nChanged 6
		SP:Iteration 21Q (40420.020000 sec): 3 clusters
  Score: Raw -105546.412018 + Penalty 2333.275090 = -103213.136928
  nChanged 3
		SP:Iteration 22Q (40420.200000 sec): 3 clusters
  Score: Raw -105551.428852 + Penalty 2333.275090 = -103218.153762
  nChanged 3
		SP:Iteration 23Q (40420.370000 sec): 3 clusters
  Score: Raw -105559.057328 + Penalty 2333.275090 = -103225.782237
  nChanged 4
		SP:Iteration 24Q (40420.550000 sec): 3 clusters
  Score: Raw -105564.502909 + Penalty 2333.275090 = -103231.227819
  nChanged 0
		SP:Iteration 25F (40420.730000 sec): 3 clusters
  Score: Raw -105564.502909 + Penalty 2333.275090 = -103231.227819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40420.810000 sec): 2 clusters
  Score: Raw -106782.923229 + Penalty 1193.306762 = -105589.616466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40420.990000 sec): 3 clusters
  Score: Raw -106183.219836 + Penalty 2386.613524 = -103796.606311
  nChanged 523
		SP:Iteration 1F (40421.170000 sec): 3 clusters
  Score: Raw -106635.142625 + Penalty 2386.613524 = -104248.529101
  nChanged 146
		SP:Iteration 2F (40421.340000 sec): 3 clusters
  Score: Raw -106781.454314 + Penalty 2386.613524 = -104394.840789
  nChanged 74
		SP:Iteration 3Q (40421.520000 sec): 3 clusters
  Score: Raw -106855.032994 + Penalty 2386.613524 = -104468.419469
  nChanged 67
		SP:Iteration 4Q (40421.690000 sec): 3 clusters
  Score: Raw -106934.433266 + Penalty 2386.613524 = -104547.819741
  nChanged 58
		SP:Iteration 5Q (40421.870000 sec): 3 clusters
  Score: Raw -107011.499890 + Penalty 2386.613524 = -104624.886366
  nChanged 50
		SP:Iteration 6Q (40422.050000 sec): 3 clusters
  Score: Raw -107065.723669 + Penalty 2386.613524 = -104679.110144
  nChanged 39
		SP:Iteration 7Q (40422.220000 sec): 3 clusters
  Score: Raw -107095.603000 + Penalty 2386.613524 = -104708.989476
  nChanged 26
		SP:Iteration 8Q (40422.400000 sec): 3 clusters
  Score: Raw -107121.466354 + Penalty 2386.613524 = -104734.852829
  nChanged 26
		SP:Iteration 9Q (40422.570000 sec): 3 clusters
  Score: Raw -107152.394019 + Penalty 2386.613524 = -104765.780494
  nChanged 24
		SP:Iteration 10Q (40422.750000 sec): 3 clusters
  Score: Raw -107190.534343 + Penalty 2386.613524 = -104803.920819
  nChanged 33
		SP:Iteration 11Q (40422.930000 sec): 3 clusters
  Score: Raw -107225.777413 + Penalty 2386.613524 = -104839.163888
  nChanged 25
		SP:Iteration 12Q (40423.100000 sec): 3 clusters
  Score: Raw -107244.939640 + Penalty 2386.613524 = -104858.326116
  nChanged 17
		SP:Iteration 13Q (40423.280000 sec): 3 clusters
  Score: Raw -107261.188547 + Penalty 2386.613524 = -104874.575022
  nChanged 12
		SP:Iteration 14Q (40423.450000 sec): 3 clusters
  Score: Raw -107273.223779 + Penalty 2386.613524 = -104886.610254
  nChanged 14
		SP:Iteration 15Q (40423.630000 sec): 3 clusters
  Score: Raw -107282.522065 + Penalty 2386.613524 = -104895.908541
  nChanged 12
		SP:Iteration 16Q (40423.810000 sec): 3 clusters
  Score: Raw -107292.909158 + Penalty 2386.613524 = -104906.295634
  nChanged 10
		SP:Iteration 17Q (40423.980000 sec): 3 clusters
  Score: Raw -107298.158919 + Penalty 2386.613524 = -104911.545395
  nChanged 7
		SP:Iteration 18Q (40424.160000 sec): 3 clusters
  Score: Raw -107302.160897 + Penalty 2386.613524 = -104915.547373
  nChanged 8
		SP:Iteration 19Q (40424.330000 sec): 3 clusters
  Score: Raw -107308.312338 + Penalty 2386.613524 = -104921.698813
  nChanged 7
		SP:Iteration 20F (40424.510000 sec): 3 clusters
  Score: Raw -107315.335254 + Penalty 2386.613524 = -104928.721729
  nChanged 4
		SP:Iteration 21Q (40424.690000 sec): 3 clusters
  Score: Raw -107317.590100 + Penalty 2386.613524 = -104930.976575
  nChanged 4
		SP:Iteration 22Q (40424.860000 sec): 3 clusters
  Score: Raw -107319.699695 + Penalty 2386.613524 = -104933.086171
  nChanged 5
		SP:Iteration 23Q (40425.040000 sec): 3 clusters
  Score: Raw -107323.214345 + Penalty 2386.613524 = -104936.600821
  nChanged 7
		SP:Iteration 24Q (40425.210000 sec): 3 clusters
  Score: Raw -107326.327452 + Penalty 2386.613524 = -104939.713928
  nChanged 6
		SP:Iteration 25Q (40425.390000 sec): 3 clusters
  Score: Raw -107329.223732 + Penalty 2386.613524 = -104942.610208
  nChanged 4
		SP:Iteration 26Q (40425.570000 sec): 3 clusters
  Score: Raw -107331.378030 + Penalty 2386.613524 = -104944.764506
  nChanged 4
		SP:Iteration 27Q (40425.740000 sec): 3 clusters
  Score: Raw -107333.913467 + Penalty 2386.613524 = -104947.299943
  nChanged 4
		SP:Iteration 28Q (40425.920000 sec): 3 clusters
  Score: Raw -107336.260916 + Penalty 2386.613524 = -104949.647392
  nChanged 2
		SP:Iteration 29Q (40426.090000 sec): 3 clusters
  Score: Raw -107338.827567 + Penalty 2386.613524 = -104952.214043
  nChanged 6
		SP:Iteration 30Q (40426.270000 sec): 3 clusters
  Score: Raw -107341.175429 + Penalty 2386.613524 = -104954.561905
  nChanged 2
		SP:Iteration 31Q (40426.440000 sec): 3 clusters
  Score: Raw -107342.871257 + Penalty 2386.613524 = -104956.257732
  nChanged 5
		SP:Iteration 32Q (40426.620000 sec): 3 clusters
  Score: Raw -107346.664595 + Penalty 2386.613524 = -104960.051070
  nChanged 4
		SP:Iteration 33Q (40426.790000 sec): 3 clusters
  Score: Raw -107348.572576 + Penalty 2386.613524 = -104961.959051
  nChanged 2
		SP:Iteration 34Q (40426.970000 sec): 3 clusters
  Score: Raw -107349.179583 + Penalty 2386.613524 = -104962.566058
  nChanged 0
		SP:Iteration 35F (40427.150000 sec): 3 clusters
  Score: Raw -107349.179583 + Penalty 2386.613524 = -104962.566058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40427.230000 sec): 2 clusters
  Score: Raw -196841.857683 + Penalty 1269.050465 = -195572.807218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40427.400000 sec): 3 clusters
  Score: Raw -195707.354409 + Penalty 2538.100931 = -193169.253478
  nChanged 909
		SP:Iteration 1F (40427.570000 sec): 3 clusters
  Score: Raw -196199.034663 + Penalty 2538.100931 = -193660.933733
  nChanged 195
		SP:Iteration 2F (40427.750000 sec): 3 clusters
  Score: Raw -196347.649591 + Penalty 2538.100931 = -193809.548661
  nChanged 138
		SP:Iteration 3F (40427.930000 sec): 3 clusters
  Score: Raw -196435.299019 + Penalty 2538.100931 = -193897.198088
  nChanged 102
		SP:Iteration 4Q (40428.100000 sec): 3 clusters
  Score: Raw -196496.596989 + Penalty 2538.100931 = -193958.496059
  nChanged 69
		SP:Iteration 5Q (40428.280000 sec): 3 clusters
  Score: Raw -196546.622461 + Penalty 2538.100931 = -194008.521531
  nChanged 73
		SP:Iteration 6Q (40428.450000 sec): 3 clusters
  Score: Raw -196597.176755 + Penalty 2538.100931 = -194059.075824
  nChanged 79
		SP:Iteration 7Q (40428.630000 sec): 3 clusters
  Score: Raw -196658.497325 + Penalty 2538.100931 = -194120.396394
  nChanged 65
		SP:Iteration 8Q (40428.810000 sec): 3 clusters
  Score: Raw -196698.693412 + Penalty 2538.100931 = -194160.592481
  nChanged 53
		SP:Iteration 9Q (40428.980000 sec): 3 clusters
  Score: Raw -196721.825235 + Penalty 2538.100931 = -194183.724305
  nChanged 52
		SP:Iteration 10Q (40429.160000 sec): 3 clusters
  Score: Raw -196750.237155 + Penalty 2538.100931 = -194212.136224
  nChanged 58
		SP:Iteration 11Q (40429.330000 sec): 3 clusters
  Score: Raw -196784.726615 + Penalty 2538.100931 = -194246.625685
  nChanged 68
		SP:Iteration 12Q (40429.510000 sec): 3 clusters
  Score: Raw -196821.199882 + Penalty 2538.100931 = -194283.098952
  nChanged 59
		SP:Iteration 13Q (40429.690000 sec): 3 clusters
  Score: Raw -196862.659385 + Penalty 2538.100931 = -194324.558454
  nChanged 51
		SP:Iteration 14Q (40429.860000 sec): 3 clusters
  Score: Raw -196892.352086 + Penalty 2538.100931 = -194354.251156
  nChanged 47
		SP:Iteration 15Q (40430.040000 sec): 3 clusters
  Score: Raw -196915.976628 + Penalty 2538.100931 = -194377.875697
  nChanged 40
		SP:Iteration 16Q (40430.210000 sec): 3 clusters
  Score: Raw -196937.313136 + Penalty 2538.100931 = -194399.212205
  nChanged 34
		SP:Iteration 17Q (40430.390000 sec): 3 clusters
  Score: Raw -196953.564155 + Penalty 2538.100931 = -194415.463224
  nChanged 31
		SP:Iteration 18Q (40430.570000 sec): 3 clusters
  Score: Raw -196967.568817 + Penalty 2538.100931 = -194429.467887
  nChanged 26
		SP:Iteration 19Q (40430.740000 sec): 3 clusters
  Score: Raw -196980.243693 + Penalty 2538.100931 = -194442.142763
  nChanged 30
		SP:Iteration 20F (40430.920000 sec): 3 clusters
  Score: Raw -196996.456719 + Penalty 2538.100931 = -194458.355788
  nChanged 23
		SP:Iteration 21Q (40431.090000 sec): 3 clusters
  Score: Raw -197007.244761 + Penalty 2538.100931 = -194469.143831
  nChanged 22
		SP:Iteration 22Q (40431.260000 sec): 3 clusters
  Score: Raw -197017.597848 + Penalty 2538.100931 = -194479.496918
  nChanged 17
		SP:Iteration 23Q (40431.440000 sec): 3 clusters
  Score: Raw -197025.123922 + Penalty 2538.100931 = -194487.022991
  nChanged 11
		SP:Iteration 24Q (40431.610000 sec): 3 clusters
  Score: Raw -197030.712522 + Penalty 2538.100931 = -194492.611591
  nChanged 13
		SP:Iteration 25Q (40431.790000 sec): 3 clusters
  Score: Raw -197034.751699 + Penalty 2538.100931 = -194496.650768
  nChanged 6
		SP:Iteration 26Q (40431.970000 sec): 3 clusters
  Score: Raw -197036.739301 + Penalty 2538.100931 = -194498.638370
  nChanged 3
		SP:Iteration 27Q (40432.140000 sec): 3 clusters
  Score: Raw -197038.655239 + Penalty 2538.100931 = -194500.554309
  nChanged 2
		SP:Iteration 28Q (40432.320000 sec): 3 clusters
  Score: Raw -197039.277269 + Penalty 2538.100931 = -194501.176339
  nChanged 0
		SP:Iteration 29F (40432.490000 sec): 3 clusters
  Score: Raw -197039.277269 + Penalty 2538.100931 = -194501.176339
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40432.580000 sec): 2 clusters
  Score: Raw -360723.694924 + Penalty 1370.635625 = -359353.059299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40432.750000 sec): 3 clusters
  Score: Raw -358335.352046 + Penalty 2741.271250 = -355594.080796
  nChanged 1836
		SP:Iteration 1F (40432.910000 sec): 3 clusters
  Score: Raw -359325.070784 + Penalty 2741.271250 = -356583.799533
  nChanged 345
		SP:Iteration 2F (40433.070000 sec): 3 clusters
  Score: Raw -359542.926010 + Penalty 2741.271250 = -356801.654760
  nChanged 281
		SP:Iteration 3F (40433.230000 sec): 3 clusters
  Score: Raw -359748.991497 + Penalty 2741.271250 = -357007.720246
  nChanged 252
		SP:Iteration 4F (40433.390000 sec): 3 clusters
  Score: Raw -359954.132416 + Penalty 2741.271250 = -357212.861166
  nChanged 245
		SP:Iteration 5F (40433.550000 sec): 3 clusters
  Score: Raw -360194.950966 + Penalty 2741.271250 = -357453.679716
  nChanged 273
		SP:Iteration 6F (40433.710000 sec): 3 clusters
  Score: Raw -360443.026983 + Penalty 2741.271250 = -357701.755732
  nChanged 242
		SP:Iteration 7F (40433.870000 sec): 3 clusters
  Score: Raw -360670.418060 + Penalty 2741.271250 = -357929.146810
  nChanged 225
		SP:Iteration 8Q (40434.040000 sec): 3 clusters
  Score: Raw -360874.589617 + Penalty 2741.271250 = -358133.318367
  nChanged 184
		SP:Iteration 9Q (40434.210000 sec): 3 clusters
  Score: Raw -361061.845346 + Penalty 2741.271250 = -358320.574096
  nChanged 191
		SP:Iteration 10Q (40434.390000 sec): 3 clusters
  Score: Raw -361257.261815 + Penalty 2741.271250 = -358515.990565
  nChanged 170
		SP:Iteration 11Q (40434.560000 sec): 3 clusters
  Score: Raw -361413.423336 + Penalty 2741.271250 = -358672.152086
  nChanged 142
		SP:Iteration 12Q (40434.730000 sec): 3 clusters
  Score: Raw -361539.839456 + Penalty 2741.271250 = -358798.568206
  nChanged 123
		SP:Iteration 13Q (40434.910000 sec): 3 clusters
  Score: Raw -361621.146434 + Penalty 2741.271250 = -358879.875183
  nChanged 82
		SP:Iteration 14Q (40435.080000 sec): 3 clusters
  Score: Raw -361671.647204 + Penalty 2741.271250 = -358930.375954
  nChanged 73
		SP:Iteration 15Q (40435.260000 sec): 3 clusters
  Score: Raw -361729.923095 + Penalty 2741.271250 = -358988.651845
  nChanged 59
		SP:Iteration 16Q (40435.430000 sec): 3 clusters
  Score: Raw -361779.709084 + Penalty 2741.271250 = -359038.437834
  nChanged 54
		SP:Iteration 17Q (40435.600000 sec): 3 clusters
  Score: Raw -361814.879553 + Penalty 2741.271250 = -359073.608303
  nChanged 45
		SP:Iteration 18Q (40435.780000 sec): 3 clusters
  Score: Raw -361839.698401 + Penalty 2741.271250 = -359098.427151
  nChanged 38
		SP:Iteration 19Q (40435.950000 sec): 3 clusters
  Score: Raw -361856.479976 + Penalty 2741.271250 = -359115.208726
  nChanged 24
		SP:Iteration 20F (40436.120000 sec): 3 clusters
  Score: Raw -361866.441687 + Penalty 2741.271250 = -359125.170436
  nChanged 17
		SP:Iteration 21Q (40436.300000 sec): 3 clusters
  Score: Raw -361872.595376 + Penalty 2741.271250 = -359131.324126
  nChanged 19
		SP:Iteration 22Q (40436.470000 sec): 3 clusters
  Score: Raw -361879.765256 + Penalty 2741.271250 = -359138.494006
  nChanged 15
		SP:Iteration 23Q (40436.640000 sec): 3 clusters
  Score: Raw -361885.107060 + Penalty 2741.271250 = -359143.835810
  nChanged 13
		SP:Iteration 24Q (40436.810000 sec): 3 clusters
  Score: Raw -361890.404503 + Penalty 2741.271250 = -359149.133253
  nChanged 12
		SP:Iteration 25Q (40436.990000 sec): 3 clusters
  Score: Raw -361897.144840 + Penalty 2741.271250 = -359155.873590
  nChanged 12
		SP:Iteration 26Q (40437.160000 sec): 3 clusters
  Score: Raw -361901.861397 + Penalty 2741.271250 = -359160.590147
  nChanged 10
		SP:Iteration 27Q (40437.330000 sec): 3 clusters
  Score: Raw -361905.876860 + Penalty 2741.271250 = -359164.605610
  nChanged 8
		SP:Iteration 28Q (40437.510000 sec): 3 clusters
  Score: Raw -361908.566122 + Penalty 2741.271250 = -359167.294872
  nChanged 7
		SP:Iteration 29Q (40437.680000 sec): 3 clusters
  Score: Raw -361910.617703 + Penalty 2741.271250 = -359169.346453
  nChanged 9
		SP:Iteration 30Q (40437.850000 sec): 3 clusters
  Score: Raw -361913.455202 + Penalty 2741.271250 = -359172.183952
  nChanged 4
		SP:Iteration 31Q (40438.030000 sec): 3 clusters
  Score: Raw -361915.039822 + Penalty 2741.271250 = -359173.768572
  nChanged 2
		SP:Iteration 32Q (40438.200000 sec): 3 clusters
  Score: Raw -361915.323250 + Penalty 2741.271250 = -359174.052000
  nChanged 0
		SP:Iteration 33F (40438.370000 sec): 3 clusters
  Score: Raw -361915.323250 + Penalty 2741.271250 = -359174.052000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40438.460000 sec): 2 clusters
  Score: Raw -38479.013239 + Penalty 1002.561744 = -37476.451495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40438.630000 sec): 3 clusters
  Score: Raw -38428.642944 + Penalty 2005.123488 = -36423.519456
  nChanged 98
		SP:Iteration 1F (40438.800000 sec): 3 clusters
  Score: Raw -38583.374777 + Penalty 2005.123488 = -36578.251289
  nChanged 28
		SP:Iteration 2F (40438.980000 sec): 3 clusters
  Score: Raw -38645.991011 + Penalty 2005.123488 = -36640.867522
  nChanged 20
		SP:Iteration 3Q (40439.150000 sec): 3 clusters
  Score: Raw -38687.554640 + Penalty 2005.123488 = -36682.431152
  nChanged 15
		SP:Iteration 4Q (40439.320000 sec): 3 clusters
  Score: Raw -38726.185346 + Penalty 2005.123488 = -36721.061858
  nChanged 16
		SP:Iteration 5Q (40439.500000 sec): 3 clusters
  Score: Raw -38790.781807 + Penalty 2005.123488 = -36785.658319
  nChanged 13
		SP:Iteration 6Q (40439.670000 sec): 3 clusters
  Score: Raw -38841.736586 + Penalty 2005.123488 = -36836.613098
  nChanged 9
		SP:Iteration 7Q (40439.840000 sec): 3 clusters
  Score: Raw -38858.543243 + Penalty 2005.123488 = -36853.419755
  nChanged 3
		SP:Iteration 8Q (40440.020000 sec): 3 clusters
  Score: Raw -38864.306398 + Penalty 2005.123488 = -36859.182910
  nChanged 1
		SP:Iteration 9Q (40440.190000 sec): 3 clusters
  Score: Raw -38865.266310 + Penalty 2005.123488 = -36860.142821
  nChanged 0
		SP:Iteration 10F (40440.360000 sec): 3 clusters
  Score: Raw -38865.266310 + Penalty 2005.123488 = -36860.142821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40440.480000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40440.630000 sec): 3 clusters
  Score: Raw -187469.214428 + Penalty 2526.144633 = -184943.069795
  nChanged 875
		SP:Iteration 1F (40440.780000 sec): 3 clusters
  Score: Raw -188333.683438 + Penalty 2526.144633 = -185807.538806
  nChanged 263
		SP:Iteration 2F (40440.930000 sec): 3 clusters
  Score: Raw -188702.932738 + Penalty 2526.144633 = -186176.788106
  nChanged 202
		SP:Iteration 3F (40441.090000 sec): 3 clusters
  Score: Raw -188966.281003 + Penalty 2526.144633 = -186440.136370
  nChanged 127
		SP:Iteration 4F (40441.250000 sec): 3 clusters
  Score: Raw -189113.579164 + Penalty 2526.144633 = -186587.434531
  nChanged 84
		SP:Iteration 5Q (40441.420000 sec): 3 clusters
  Score: Raw -189208.328427 + Penalty 2526.144633 = -186682.183795
  nChanged 71
		SP:Iteration 6Q (40441.600000 sec): 3 clusters
  Score: Raw -189281.084535 + Penalty 2526.144633 = -186754.939902
  nChanged 54
		SP:Iteration 7Q (40441.770000 sec): 3 clusters
  Score: Raw -189326.055596 + Penalty 2526.144633 = -186799.910963
  nChanged 31
		SP:Iteration 8Q (40441.940000 sec): 3 clusters
  Score: Raw -189350.764450 + Penalty 2526.144633 = -186824.619817
  nChanged 22
		SP:Iteration 9Q (40442.120000 sec): 3 clusters
  Score: Raw -189364.700680 + Penalty 2526.144633 = -186838.556047
  nChanged 15
		SP:Iteration 10Q (40442.290000 sec): 3 clusters
  Score: Raw -189372.511107 + Penalty 2526.144633 = -186846.366474
  nChanged 14
		SP:Iteration 11Q (40442.460000 sec): 3 clusters
  Score: Raw -189381.936534 + Penalty 2526.144633 = -186855.791901
  nChanged 16
		SP:Iteration 12Q (40442.640000 sec): 3 clusters
  Score: Raw -189390.684767 + Penalty 2526.144633 = -186864.540134
  nChanged 15
		SP:Iteration 13Q (40442.810000 sec): 3 clusters
  Score: Raw -189398.030327 + Penalty 2526.144633 = -186871.885694
  nChanged 10
		SP:Iteration 14Q (40442.980000 sec): 3 clusters
  Score: Raw -189401.596485 + Penalty 2526.144633 = -186875.451852
  nChanged 9
		SP:Iteration 15Q (40443.160000 sec): 3 clusters
  Score: Raw -189405.813769 + Penalty 2526.144633 = -186879.669136
  nChanged 4
		SP:Iteration 16Q (40443.330000 sec): 3 clusters
  Score: Raw -189407.611383 + Penalty 2526.144633 = -186881.466750
  nChanged 4
		SP:Iteration 17Q (40443.500000 sec): 3 clusters
  Score: Raw -189409.145478 + Penalty 2526.144633 = -186883.000845
  nChanged 3
		SP:Iteration 18Q (40443.680000 sec): 3 clusters
  Score: Raw -189410.395212 + Penalty 2526.144633 = -186884.250579
  nChanged 2
		SP:Iteration 19Q (40443.850000 sec): 3 clusters
  Score: Raw -189410.809102 + Penalty 2526.144633 = -186884.664469
  nChanged 2
		SP:Iteration 20F (40444.030000 sec): 3 clusters
  Score: Raw -189411.534177 + Penalty 2526.144633 = -186885.389544
  nChanged 1
		SP:Iteration 21Q (40444.200000 sec): 3 clusters
  Score: Raw -189411.796953 + Penalty 2526.144633 = -186885.652320
  nChanged 1
		SP:Iteration 22Q (40444.370000 sec): 3 clusters
  Score: Raw -189412.394670 + Penalty 2526.144633 = -186886.250037
  nChanged 0
		SP:Iteration 23F (40444.540000 sec): 3 clusters
  Score: Raw -189412.394670 + Penalty 2526.144633 = -186886.250037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40444.620000 sec): 2 clusters
  Score: Raw -253913.843148 + Penalty 1304.040099 = -252609.803049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40444.790000 sec): 3 clusters
  Score: Raw -252477.470730 + Penalty 2608.080199 = -249869.390531
  nChanged 1151
		SP:Iteration 1F (40444.960000 sec): 3 clusters
  Score: Raw -253195.606701 + Penalty 2608.080199 = -250587.526502
  nChanged 272
		SP:Iteration 2F (40445.140000 sec): 3 clusters
  Score: Raw -253417.710892 + Penalty 2608.080199 = -250809.630693
  nChanged 198
		SP:Iteration 3F (40445.310000 sec): 3 clusters
  Score: Raw -253561.692121 + Penalty 2608.080199 = -250953.611923
  nChanged 154
		SP:Iteration 4F (40445.480000 sec): 3 clusters
  Score: Raw -253667.196987 + Penalty 2608.080199 = -251059.116789
  nChanged 119
		SP:Iteration 5Q (40445.660000 sec): 3 clusters
  Score: Raw -253748.095831 + Penalty 2608.080199 = -251140.015632
  nChanged 101
		SP:Iteration 6Q (40445.830000 sec): 3 clusters
  Score: Raw -253815.650100 + Penalty 2608.080199 = -251207.569901
  nChanged 70
		SP:Iteration 7Q (40446.000000 sec): 3 clusters
  Score: Raw -253860.712419 + Penalty 2608.080199 = -251252.632220
  nChanged 62
		SP:Iteration 8Q (40446.180000 sec): 3 clusters
  Score: Raw -253896.106035 + Penalty 2608.080199 = -251288.025836
  nChanged 42
		SP:Iteration 9Q (40446.350000 sec): 3 clusters
  Score: Raw -253918.401447 + Penalty 2608.080199 = -251310.321249
  nChanged 33
		SP:Iteration 10Q (40446.520000 sec): 3 clusters
  Score: Raw -253934.665812 + Penalty 2608.080199 = -251326.585613
  nChanged 36
		SP:Iteration 11Q (40446.700000 sec): 3 clusters
  Score: Raw -253948.377132 + Penalty 2608.080199 = -251340.296933
  nChanged 21
		SP:Iteration 12Q (40446.870000 sec): 3 clusters
  Score: Raw -253959.051708 + Penalty 2608.080199 = -251350.971509
  nChanged 15
		SP:Iteration 13Q (40447.050000 sec): 3 clusters
  Score: Raw -253964.291134 + Penalty 2608.080199 = -251356.210935
  nChanged 12
		SP:Iteration 14Q (40447.220000 sec): 3 clusters
  Score: Raw -253967.808468 + Penalty 2608.080199 = -251359.728269
  nChanged 4
		SP:Iteration 15Q (40447.390000 sec): 3 clusters
  Score: Raw -253968.582366 + Penalty 2608.080199 = -251360.502167
  nChanged 2
		SP:Iteration 16Q (40447.570000 sec): 3 clusters
  Score: Raw -253969.592579 + Penalty 2608.080199 = -251361.512380
  nChanged 3
		SP:Iteration 17Q (40447.740000 sec): 3 clusters
  Score: Raw -253970.324540 + Penalty 2608.080199 = -251362.244341
  nChanged 2
		SP:Iteration 18Q (40447.910000 sec): 3 clusters
  Score: Raw -253971.017140 + Penalty 2608.080199 = -251362.936941
  nChanged 2
		SP:Iteration 19Q (40448.090000 sec): 3 clusters
  Score: Raw -253971.686074 + Penalty 2608.080199 = -251363.605875
  nChanged 0
		SP:Iteration 20F (40448.260000 sec): 3 clusters
  Score: Raw -253971.686074 + Penalty 2608.080199 = -251363.605875
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40448.360000 sec): 2 clusters
  Score: Raw -257386.451938 + Penalty 1333.125848 = -256053.326090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40448.540000 sec): 3 clusters
  Score: Raw -255614.549809 + Penalty 2666.251696 = -252948.298113
  nChanged 1428
		SP:Iteration 1F (40448.710000 sec): 3 clusters
  Score: Raw -256665.245788 + Penalty 2666.251696 = -253998.994092
  nChanged 358
		SP:Iteration 2F (40448.890000 sec): 3 clusters
  Score: Raw -257003.338976 + Penalty 2666.251696 = -254337.087280
  nChanged 243
		SP:Iteration 3F (40449.070000 sec): 3 clusters
  Score: Raw -257177.220614 + Penalty 2666.251696 = -254510.968918
  nChanged 170
		SP:Iteration 4Q (40449.240000 sec): 3 clusters
  Score: Raw -257289.949667 + Penalty 2666.251696 = -254623.697972
  nChanged 126
		SP:Iteration 5Q (40449.410000 sec): 3 clusters
  Score: Raw -257351.848908 + Penalty 2666.251696 = -254685.597212
  nChanged 85
		SP:Iteration 6Q (40449.590000 sec): 3 clusters
  Score: Raw -257390.796767 + Penalty 2666.251696 = -254724.545071
  nChanged 64
		SP:Iteration 7Q (40449.760000 sec): 3 clusters
  Score: Raw -257423.202701 + Penalty 2666.251696 = -254756.951005
  nChanged 66
		SP:Iteration 8Q (40449.930000 sec): 3 clusters
  Score: Raw -257446.602945 + Penalty 2666.251696 = -254780.351249
  nChanged 51
		SP:Iteration 9Q (40450.110000 sec): 3 clusters
  Score: Raw -257467.508020 + Penalty 2666.251696 = -254801.256324
  nChanged 48
		SP:Iteration 10Q (40450.280000 sec): 3 clusters
  Score: Raw -257489.346135 + Penalty 2666.251696 = -254823.094439
  nChanged 53
		SP:Iteration 11Q (40450.450000 sec): 3 clusters
  Score: Raw -257514.341363 + Penalty 2666.251696 = -254848.089667
  nChanged 44
		SP:Iteration 12Q (40450.630000 sec): 3 clusters
  Score: Raw -257530.346793 + Penalty 2666.251696 = -254864.095097
  nChanged 32
		SP:Iteration 13Q (40450.800000 sec): 3 clusters
  Score: Raw -257543.517576 + Penalty 2666.251696 = -254877.265880
  nChanged 30
		SP:Iteration 14Q (40450.970000 sec): 3 clusters
  Score: Raw -257552.400542 + Penalty 2666.251696 = -254886.148846
  nChanged 17
		SP:Iteration 15Q (40451.150000 sec): 3 clusters
  Score: Raw -257557.068155 + Penalty 2666.251696 = -254890.816459
  nChanged 20
		SP:Iteration 16Q (40451.320000 sec): 3 clusters
  Score: Raw -257562.113490 + Penalty 2666.251696 = -254895.861794
  nChanged 16
		SP:Iteration 17Q (40451.490000 sec): 3 clusters
  Score: Raw -257568.668365 + Penalty 2666.251696 = -254902.416669
  nChanged 14
		SP:Iteration 18Q (40451.670000 sec): 3 clusters
  Score: Raw -257572.671847 + Penalty 2666.251696 = -254906.420151
  nChanged 15
		SP:Iteration 19Q (40451.840000 sec): 3 clusters
  Score: Raw -257576.449436 + Penalty 2666.251696 = -254910.197740
  nChanged 15
		SP:Iteration 20F (40452.010000 sec): 3 clusters
  Score: Raw -257580.643012 + Penalty 2666.251696 = -254914.391316
  nChanged 13
		SP:Iteration 21Q (40452.190000 sec): 3 clusters
  Score: Raw -257583.621307 + Penalty 2666.251696 = -254917.369611
  nChanged 11
		SP:Iteration 22Q (40452.360000 sec): 3 clusters
  Score: Raw -257586.153131 + Penalty 2666.251696 = -254919.901435
  nChanged 8
		SP:Iteration 23Q (40452.530000 sec): 3 clusters
  Score: Raw -257588.283298 + Penalty 2666.251696 = -254922.031602
  nChanged 7
		SP:Iteration 24Q (40452.710000 sec): 3 clusters
  Score: Raw -257590.576927 + Penalty 2666.251696 = -254924.325231
  nChanged 12
		SP:Iteration 25Q (40452.880000 sec): 3 clusters
  Score: Raw -257593.543541 + Penalty 2666.251696 = -254927.291845
  nChanged 6
		SP:Iteration 26Q (40453.060000 sec): 3 clusters
  Score: Raw -257595.190449 + Penalty 2666.251696 = -254928.938753
  nChanged 3
		SP:Iteration 27Q (40453.230000 sec): 3 clusters
  Score: Raw -257595.837056 + Penalty 2666.251696 = -254929.585360
  nChanged 3
		SP:Iteration 28Q (40453.400000 sec): 3 clusters
  Score: Raw -257596.158518 + Penalty 2666.251696 = -254929.906822
  nChanged 0
		SP:Iteration 29F (40453.580000 sec): 3 clusters
  Score: Raw -257596.158518 + Penalty 2666.251696 = -254929.906822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40453.660000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40453.830000 sec): 3 clusters
  Score: Raw -14451.665483 + Penalty 1712.053902 = -12739.611582
  nChanged 23
		SP:Iteration 1F (40454.010000 sec): 3 clusters
  Score: Raw -14520.814901 + Penalty 1712.053902 = -12808.761000
  nChanged 7
		SP:Iteration 2Q (40454.180000 sec): 3 clusters
  Score: Raw -14546.002476 + Penalty 1712.053902 = -12833.948574
  nChanged 4
		SP:Iteration 3Q (40454.350000 sec): 3 clusters
  Score: Raw -14562.555508 + Penalty 1712.053902 = -12850.501606
  nChanged 0
		SP:Iteration 4F (40454.530000 sec): 3 clusters
  Score: Raw -14562.555508 + Penalty 1712.053902 = -12850.501606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40454.610000 sec): 2 clusters
  Score: Raw -115494.495218 + Penalty 1183.336969 = -114311.158248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40454.790000 sec): 3 clusters
  Score: Raw -114940.689197 + Penalty 2366.673939 = -112574.015258
  nChanged 492
		SP:Iteration 1F (40454.960000 sec): 3 clusters
  Score: Raw -115380.607207 + Penalty 2366.673939 = -113013.933268
  nChanged 136
		SP:Iteration 2F (40455.130000 sec): 3 clusters
  Score: Raw -115546.651483 + Penalty 2366.673939 = -113179.977544
  nChanged 85
		SP:Iteration 3F (40455.310000 sec): 3 clusters
  Score: Raw -115628.192202 + Penalty 2366.673939 = -113261.518263
  nChanged 56
		SP:Iteration 4Q (40455.480000 sec): 3 clusters
  Score: Raw -115676.527456 + Penalty 2366.673939 = -113309.853517
  nChanged 28
		SP:Iteration 5Q (40455.650000 sec): 3 clusters
  Score: Raw -115708.938054 + Penalty 2366.673939 = -113342.264115
  nChanged 26
		SP:Iteration 6Q (40455.830000 sec): 3 clusters
  Score: Raw -115730.592460 + Penalty 2366.673939 = -113363.918521
  nChanged 27
		SP:Iteration 7Q (40456.010000 sec): 3 clusters
  Score: Raw -115754.431607 + Penalty 2366.673939 = -113387.757668
  nChanged 20
		SP:Iteration 8Q (40456.180000 sec): 3 clusters
  Score: Raw -115769.058757 + Penalty 2366.673939 = -113402.384819
  nChanged 11
		SP:Iteration 9Q (40456.360000 sec): 3 clusters
  Score: Raw -115778.950164 + Penalty 2366.673939 = -113412.276225
  nChanged 10
		SP:Iteration 10Q (40456.530000 sec): 3 clusters
  Score: Raw -115784.942679 + Penalty 2366.673939 = -113418.268741
  nChanged 6
		SP:Iteration 11Q (40456.710000 sec): 3 clusters
  Score: Raw -115788.780571 + Penalty 2366.673939 = -113422.106632
  nChanged 2
		SP:Iteration 12Q (40456.890000 sec): 3 clusters
  Score: Raw -115790.070483 + Penalty 2366.673939 = -113423.396544
  nChanged 4
		SP:Iteration 13Q (40457.060000 sec): 3 clusters
  Score: Raw -115792.329885 + Penalty 2366.673939 = -113425.655946
  nChanged 1
		SP:Iteration 14Q (40457.240000 sec): 3 clusters
  Score: Raw -115792.598428 + Penalty 2366.673939 = -113425.924489
  nChanged 0
		SP:Iteration 15F (40457.410000 sec): 3 clusters
  Score: Raw -115792.598428 + Penalty 2366.673939 = -113425.924489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40457.540000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40457.730000 sec): 3 clusters
  Score: Raw -762107.726764 + Penalty 2960.631592 = -759147.095171
  nChanged 3880
		SP:Iteration 1F (40457.940000 sec): 3 clusters
  Score: Raw -764274.421263 + Penalty 2960.631592 = -761313.789671
  nChanged 605
		SP:Iteration 2F (40458.130000 sec): 3 clusters
  Score: Raw -764610.625643 + Penalty 2960.631592 = -761649.994051
  nChanged 604
		SP:Iteration 3F (40458.390000 sec): 3 clusters
  Score: Raw -765008.855524 + Penalty 2960.631592 = -762048.223932
  nChanged 656
		SP:Iteration 4F (40458.660000 sec): 3 clusters
  Score: Raw -765527.020615 + Penalty 2960.631592 = -762566.389023
  nChanged 663
		SP:Iteration 5F (40458.920000 sec): 3 clusters
  Score: Raw -766049.420916 + Penalty 2960.631592 = -763088.789324
  nChanged 577
		SP:Iteration 6F (40459.140000 sec): 3 clusters
  Score: Raw -766431.763789 + Penalty 2960.631592 = -763471.132197
  nChanged 447
		SP:Iteration 7Q (40459.370000 sec): 3 clusters
  Score: Raw -766705.593643 + Penalty 2960.631592 = -763744.962051
  nChanged 313
		SP:Iteration 8Q (40459.680000 sec): 3 clusters
  Score: Raw -766859.898790 + Penalty 2960.631592 = -763899.267198
  nChanged 238
		SP:Iteration 9Q (40459.820000 sec): 3 clusters
  Score: Raw -766967.810567 + Penalty 2960.631592 = -764007.178975
  nChanged 189
		SP:Iteration 10Q (40460.040000 sec): 3 clusters
  Score: Raw -767044.080490 + Penalty 2960.631592 = -764083.448897
  nChanged 137
		SP:Iteration 11Q (40460.250000 sec): 3 clusters
  Score: Raw -767097.373318 + Penalty 2960.631592 = -764136.741726
  nChanged 126
		SP:Iteration 12Q (40460.460000 sec): 3 clusters
  Score: Raw -767151.481065 + Penalty 2960.631592 = -764190.849473
  nChanged 143
		SP:Iteration 13Q (40460.670000 sec): 3 clusters
  Score: Raw -767220.341459 + Penalty 2960.631592 = -764259.709867
  nChanged 126
		SP:Iteration 14Q (40460.930000 sec): 3 clusters
  Score: Raw -767283.956209 + Penalty 2960.631592 = -764323.324617
  nChanged 128
		SP:Iteration 15Q (40461.070000 sec): 3 clusters
  Score: Raw -767347.342498 + Penalty 2960.631592 = -764386.710906
  nChanged 93
		SP:Iteration 16Q (40461.300000 sec): 3 clusters
  Score: Raw -767390.936663 + Penalty 2960.631592 = -764430.305071
  nChanged 78
		SP:Iteration 17Q (40461.510000 sec): 3 clusters
  Score: Raw -767429.772162 + Penalty 2960.631592 = -764469.140570
  nChanged 54
		SP:Iteration 18Q (40461.720000 sec): 3 clusters
  Score: Raw -767450.270725 + Penalty 2960.631592 = -764489.639133
  nChanged 49
		SP:Iteration 19Q (40461.860000 sec): 3 clusters
  Score: Raw -767471.130508 + Penalty 2960.631592 = -764510.498916
  nChanged 51
		SP:Iteration 20F (40462.070000 sec): 3 clusters
  Score: Raw -767492.751225 + Penalty 2960.631592 = -764532.119633
  nChanged 37
		SP:Iteration 21Q (40462.200000 sec): 3 clusters
  Score: Raw -767507.585555 + Penalty 2960.631592 = -764546.953963
  nChanged 37
		SP:Iteration 22Q (40462.370000 sec): 3 clusters
  Score: Raw -767523.083732 + Penalty 2960.631592 = -764562.452140
  nChanged 30
		SP:Iteration 23Q (40462.590000 sec): 3 clusters
  Score: Raw -767535.721824 + Penalty 2960.631592 = -764575.090232
  nChanged 24
		SP:Iteration 24Q (40462.800000 sec): 3 clusters
  Score: Raw -767544.040472 + Penalty 2960.631592 = -764583.408880
  nChanged 17
		SP:Iteration 25Q (40463.010000 sec): 3 clusters
  Score: Raw -767549.309824 + Penalty 2960.631592 = -764588.678232
  nChanged 13
		SP:Iteration 26Q (40463.140000 sec): 3 clusters
  Score: Raw -767553.571166 + Penalty 2960.631592 = -764592.939574
  nChanged 11
		SP:Iteration 27Q (40463.370000 sec): 3 clusters
  Score: Raw -767557.513983 + Penalty 2960.631592 = -764596.882391
  nChanged 9
		SP:Iteration 28Q (40463.660000 sec): 3 clusters
  Score: Raw -767559.548899 + Penalty 2960.631592 = -764598.917307
  nChanged 7
		SP:Iteration 29Q (40463.850000 sec): 3 clusters
  Score: Raw -767560.948574 + Penalty 2960.631592 = -764600.316982
  nChanged 7
		SP:Iteration 30Q (40464.070000 sec): 3 clusters
  Score: Raw -767562.489835 + Penalty 2960.631592 = -764601.858243
  nChanged 6
		SP:Iteration 31Q (40464.370000 sec): 3 clusters
  Score: Raw -767563.913982 + Penalty 2960.631592 = -764603.282390
  nChanged 7
		SP:Iteration 32Q (40464.530000 sec): 3 clusters
  Score: Raw -767565.766048 + Penalty 2960.631592 = -764605.134456
  nChanged 6
		SP:Iteration 33Q (40464.760000 sec): 3 clusters
  Score: Raw -767567.032887 + Penalty 2960.631592 = -764606.401295
  nChanged 7
		SP:Iteration 34Q (40464.980000 sec): 3 clusters
  Score: Raw -767568.986536 + Penalty 2960.631592 = -764608.354944
  nChanged 7
		SP:Iteration 35Q (40465.210000 sec): 3 clusters
  Score: Raw -767571.826264 + Penalty 2960.631592 = -764611.194672
  nChanged 11
		SP:Iteration 36Q (40465.380000 sec): 3 clusters
  Score: Raw -767575.898501 + Penalty 2960.631592 = -764615.266908
  nChanged 12
		SP:Iteration 37Q (40465.610000 sec): 3 clusters
  Score: Raw -767579.549659 + Penalty 2960.631592 = -764618.918067
  nChanged 8
		SP:Iteration 38Q (40465.820000 sec): 3 clusters
  Score: Raw -767582.154877 + Penalty 2960.631592 = -764621.523285
  nChanged 4
		SP:Iteration 39Q (40466.000000 sec): 3 clusters
  Score: Raw -767582.936305 + Penalty 2960.631592 = -764622.304713
  nChanged 4
		SP:Iteration 40F (40466.190000 sec): 3 clusters
  Score: Raw -767584.216544 + Penalty 2960.631592 = -764623.584952
  nChanged 5
		SP:Iteration 41Q (40466.410000 sec): 3 clusters
  Score: Raw -767586.330705 + Penalty 2960.631592 = -764625.699113
  nChanged 11
		SP:Iteration 42Q (40466.640000 sec): 3 clusters
  Score: Raw -767588.950242 + Penalty 2960.631592 = -764628.318650
  nChanged 9
		SP:Iteration 43Q (40466.850000 sec): 3 clusters
  Score: Raw -767591.774867 + Penalty 2960.631592 = -764631.143274
  nChanged 5
		SP:Iteration 44Q (40467.050000 sec): 3 clusters
  Score: Raw -767592.851620 + Penalty 2960.631592 = -764632.220028
  nChanged 2
		SP:Iteration 45Q (40467.270000 sec): 3 clusters
  Score: Raw -767593.124045 + Penalty 2960.631592 = -764632.492453
  nChanged 2
		SP:Iteration 46Q (40467.500000 sec): 3 clusters
  Score: Raw -767593.958528 + Penalty 2960.631592 = -764633.326936
  nChanged 5
		SP:Iteration 47Q (40467.640000 sec): 3 clusters
  Score: Raw -767594.834134 + Penalty 2960.631592 = -764634.202542
  nChanged 1
		SP:Iteration 48Q (40467.860000 sec): 3 clusters
  Score: Raw -767594.903640 + Penalty 2960.631592 = -764634.272048
  nChanged 1
		SP:Iteration 49Q (40468.110000 sec): 3 clusters
  Score: Raw -767594.994862 + Penalty 2960.631592 = -764634.363270
  nChanged 1
		SP:Iteration 50Q (40468.340000 sec): 3 clusters
  Score: Raw -767595.358453 + Penalty 2960.631592 = -764634.726861
  nChanged 0
		SP:Iteration 51F (40468.600000 sec): 3 clusters
  Score: Raw -767595.358453 + Penalty 2960.631592 = -764634.726861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40468.720000 sec): 2 clusters
  Score: Raw -298700.800446 + Penalty 1346.149887 = -297354.650559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40468.890000 sec): 3 clusters
  Score: Raw -296742.796095 + Penalty 2692.299774 = -294050.496321
  nChanged 1538
		SP:Iteration 1F (40469.060000 sec): 3 clusters
  Score: Raw -297770.405613 + Penalty 2692.299774 = -295078.105839
  nChanged 394
		SP:Iteration 2F (40469.240000 sec): 3 clusters
  Score: Raw -298155.821019 + Penalty 2692.299774 = -295463.521245
  nChanged 296
		SP:Iteration 3F (40469.420000 sec): 3 clusters
  Score: Raw -298460.735557 + Penalty 2692.299774 = -295768.435783
  nChanged 275
		SP:Iteration 4F (40469.590000 sec): 3 clusters
  Score: Raw -298726.814436 + Penalty 2692.299774 = -296034.514662
  nChanged 213
		SP:Iteration 5F (40469.770000 sec): 3 clusters
  Score: Raw -298900.765887 + Penalty 2692.299774 = -296208.466113
  nChanged 152
		SP:Iteration 6Q (40469.940000 sec): 3 clusters
  Score: Raw -299017.390713 + Penalty 2692.299774 = -296325.090939
  nChanged 113
		SP:Iteration 7Q (40470.120000 sec): 3 clusters
  Score: Raw -299082.277075 + Penalty 2692.299774 = -296389.977301
  nChanged 80
		SP:Iteration 8Q (40470.300000 sec): 3 clusters
  Score: Raw -299115.441209 + Penalty 2692.299774 = -296423.141436
  nChanged 52
		SP:Iteration 9Q (40470.470000 sec): 3 clusters
  Score: Raw -299130.886804 + Penalty 2692.299774 = -296438.587030
  nChanged 37
		SP:Iteration 10Q (40470.640000 sec): 3 clusters
  Score: Raw -299143.261325 + Penalty 2692.299774 = -296450.961552
  nChanged 27
		SP:Iteration 11Q (40470.820000 sec): 3 clusters
  Score: Raw -299150.779211 + Penalty 2692.299774 = -296458.479437
  nChanged 22
		SP:Iteration 12Q (40471.000000 sec): 3 clusters
  Score: Raw -299157.706837 + Penalty 2692.299774 = -296465.407063
  nChanged 18
		SP:Iteration 13Q (40471.170000 sec): 3 clusters
  Score: Raw -299164.317321 + Penalty 2692.299774 = -296472.017547
  nChanged 22
		SP:Iteration 14Q (40471.350000 sec): 3 clusters
  Score: Raw -299172.920187 + Penalty 2692.299774 = -296480.620413
  nChanged 21
		SP:Iteration 15Q (40471.520000 sec): 3 clusters
  Score: Raw -299181.016201 + Penalty 2692.299774 = -296488.716427
  nChanged 27
		SP:Iteration 16Q (40471.700000 sec): 3 clusters
  Score: Raw -299191.056525 + Penalty 2692.299774 = -296498.756751
  nChanged 23
		SP:Iteration 17Q (40471.880000 sec): 3 clusters
  Score: Raw -299197.901180 + Penalty 2692.299774 = -296505.601407
  nChanged 14
		SP:Iteration 18Q (40472.050000 sec): 3 clusters
  Score: Raw -299202.282333 + Penalty 2692.299774 = -296509.982559
  nChanged 15
		SP:Iteration 19Q (40472.230000 sec): 3 clusters
  Score: Raw -299206.116629 + Penalty 2692.299774 = -296513.816855
  nChanged 10
		SP:Iteration 20F (40472.400000 sec): 3 clusters
  Score: Raw -299209.817419 + Penalty 2692.299774 = -296517.517646
  nChanged 14
		SP:Iteration 21Q (40472.580000 sec): 3 clusters
  Score: Raw -299212.813799 + Penalty 2692.299774 = -296520.514025
  nChanged 3
		SP:Iteration 22Q (40472.760000 sec): 3 clusters
  Score: Raw -299213.260669 + Penalty 2692.299774 = -296520.960895
  nChanged 1
		SP:Iteration 23Q (40472.930000 sec): 3 clusters
  Score: Raw -299213.376973 + Penalty 2692.299774 = -296521.077200
  nChanged 1
		SP:Iteration 24Q (40473.110000 sec): 3 clusters
  Score: Raw -299213.479294 + Penalty 2692.299774 = -296521.179520
  nChanged 0
		SP:Iteration 25F (40473.280000 sec): 3 clusters
  Score: Raw -299213.479294 + Penalty 2692.299774 = -296521.179520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40473.370000 sec): 2 clusters
  Score: Raw -37494.816147 + Penalty 1061.504322 = -36433.311824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40473.540000 sec): 3 clusters
  Score: Raw -37383.304982 + Penalty 2123.008645 = -35260.296338
  nChanged 184
		SP:Iteration 1F (40473.720000 sec): 3 clusters
  Score: Raw -37691.105803 + Penalty 2123.008645 = -35568.097158
  nChanged 66
		SP:Iteration 2F (40473.900000 sec): 3 clusters
  Score: Raw -37824.979456 + Penalty 2123.008645 = -35701.970811
  nChanged 32
		SP:Iteration 3Q (40474.070000 sec): 3 clusters
  Score: Raw -37898.985979 + Penalty 2123.008645 = -35775.977334
  nChanged 24
		SP:Iteration 4Q (40474.250000 sec): 3 clusters
  Score: Raw -37942.164542 + Penalty 2123.008645 = -35819.155897
  nChanged 14
		SP:Iteration 5Q (40474.420000 sec): 3 clusters
  Score: Raw -37969.401741 + Penalty 2123.008645 = -35846.393096
  nChanged 7
		SP:Iteration 6Q (40474.600000 sec): 3 clusters
  Score: Raw -37979.344514 + Penalty 2123.008645 = -35856.335869
  nChanged 7
		SP:Iteration 7Q (40474.780000 sec): 3 clusters
  Score: Raw -37992.487496 + Penalty 2123.008645 = -35869.478851
  nChanged 4
		SP:Iteration 8Q (40474.950000 sec): 3 clusters
  Score: Raw -38001.176939 + Penalty 2123.008645 = -35878.168294
  nChanged 4
		SP:Iteration 9Q (40475.130000 sec): 3 clusters
  Score: Raw -38008.047368 + Penalty 2123.008645 = -35885.038723
  nChanged 2
		SP:Iteration 10Q (40475.300000 sec): 3 clusters
  Score: Raw -38012.270724 + Penalty 2123.008645 = -35889.262079
  nChanged 0
		SP:Iteration 11F (40475.480000 sec): 3 clusters
  Score: Raw -38012.270724 + Penalty 2123.008645 = -35889.262079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40475.590000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40475.790000 sec): 3 clusters
  Score: Raw -402515.758213 + Penalty 2759.258945 = -399756.499268
  nChanged 1954
		SP:Iteration 1F (40475.950000 sec): 3 clusters
  Score: Raw -403559.721051 + Penalty 2759.258945 = -400800.462106
  nChanged 340
		SP:Iteration 2F (40476.110000 sec): 3 clusters
  Score: Raw -403761.095563 + Penalty 2759.258945 = -401001.836617
  nChanged 268
		SP:Iteration 3F (40476.270000 sec): 3 clusters
  Score: Raw -403900.160685 + Penalty 2759.258945 = -401140.901740
  nChanged 215
		SP:Iteration 4Q (40476.430000 sec): 3 clusters
  Score: Raw -404011.026023 + Penalty 2759.258945 = -401251.767078
  nChanged 181
		SP:Iteration 5Q (40476.590000 sec): 3 clusters
  Score: Raw -404094.188144 + Penalty 2759.258945 = -401334.929199
  nChanged 159
		SP:Iteration 6Q (40476.750000 sec): 3 clusters
  Score: Raw -404175.771073 + Penalty 2759.258945 = -401416.512127
  nChanged 161
		SP:Iteration 7Q (40476.910000 sec): 3 clusters
  Score: Raw -404260.912620 + Penalty 2759.258945 = -401501.653675
  nChanged 151
		SP:Iteration 8Q (40477.070000 sec): 3 clusters
  Score: Raw -404335.696578 + Penalty 2759.258945 = -401576.437633
  nChanged 152
		SP:Iteration 9Q (40477.270000 sec): 3 clusters
  Score: Raw -404418.476205 + Penalty 2759.258945 = -401659.217260
  nChanged 153
		SP:Iteration 10Q (40477.470000 sec): 3 clusters
  Score: Raw -404513.378107 + Penalty 2759.258945 = -401754.119162
  nChanged 136
		SP:Iteration 11Q (40477.650000 sec): 3 clusters
  Score: Raw -404598.048846 + Penalty 2759.258945 = -401838.789900
  nChanged 124
		SP:Iteration 12Q (40477.820000 sec): 3 clusters
  Score: Raw -404678.205298 + Penalty 2759.258945 = -401918.946353
  nChanged 116
		SP:Iteration 13Q (40477.940000 sec): 3 clusters
  Score: Raw -404750.413340 + Penalty 2759.258945 = -401991.154395
  nChanged 102
		SP:Iteration 14Q (40478.140000 sec): 3 clusters
  Score: Raw -404816.840599 + Penalty 2759.258945 = -402057.581654
  nChanged 96
		SP:Iteration 15Q (40478.310000 sec): 3 clusters
  Score: Raw -404882.448599 + Penalty 2759.258945 = -402123.189654
  nChanged 72
		SP:Iteration 16Q (40478.480000 sec): 3 clusters
  Score: Raw -404932.180654 + Penalty 2759.258945 = -402172.921708
  nChanged 63
		SP:Iteration 17Q (40478.650000 sec): 3 clusters
  Score: Raw -404970.960773 + Penalty 2759.258945 = -402211.701828
  nChanged 55
		SP:Iteration 18Q (40478.830000 sec): 3 clusters
  Score: Raw -405004.472681 + Penalty 2759.258945 = -402245.213736
  nChanged 43
		SP:Iteration 19Q (40479.030000 sec): 3 clusters
  Score: Raw -405034.001248 + Penalty 2759.258945 = -402274.742303
  nChanged 44
		SP:Iteration 20F (40479.190000 sec): 3 clusters
  Score: Raw -405062.601279 + Penalty 2759.258945 = -402303.342333
  nChanged 36
		SP:Iteration 21Q (40479.390000 sec): 3 clusters
  Score: Raw -405084.918811 + Penalty 2759.258945 = -402325.659866
  nChanged 34
		SP:Iteration 22Q (40479.550000 sec): 3 clusters
  Score: Raw -405108.562898 + Penalty 2759.258945 = -402349.303953
  nChanged 34
		SP:Iteration 23Q (40479.690000 sec): 3 clusters
  Score: Raw -405130.884549 + Penalty 2759.258945 = -402371.625604
  nChanged 28
		SP:Iteration 24Q (40479.860000 sec): 3 clusters
  Score: Raw -405146.197591 + Penalty 2759.258945 = -402386.938646
  nChanged 19
		SP:Iteration 25Q (40480.060000 sec): 3 clusters
  Score: Raw -405159.283128 + Penalty 2759.258945 = -402400.024183
  nChanged 9
		SP:Iteration 26Q (40480.230000 sec): 3 clusters
  Score: Raw -405164.260437 + Penalty 2759.258945 = -402405.001492
  nChanged 13
		SP:Iteration 27Q (40480.360000 sec): 3 clusters
  Score: Raw -405170.270056 + Penalty 2759.258945 = -402411.011111
  nChanged 16
		SP:Iteration 28Q (40480.540000 sec): 3 clusters
  Score: Raw -405179.427132 + Penalty 2759.258945 = -402420.168187
  nChanged 13
		SP:Iteration 29Q (40480.720000 sec): 3 clusters
  Score: Raw -405189.875415 + Penalty 2759.258945 = -402430.616470
  nChanged 16
		SP:Iteration 30Q (40480.880000 sec): 3 clusters
  Score: Raw -405200.619242 + Penalty 2759.258945 = -402441.360297
  nChanged 14
		SP:Iteration 31Q (40481.040000 sec): 3 clusters
  Score: Raw -405211.574489 + Penalty 2759.258945 = -402452.315544
  nChanged 12
		SP:Iteration 32Q (40481.220000 sec): 3 clusters
  Score: Raw -405220.002097 + Penalty 2759.258945 = -402460.743151
  nChanged 15
		SP:Iteration 33Q (40481.390000 sec): 3 clusters
  Score: Raw -405231.945929 + Penalty 2759.258945 = -402472.686983
  nChanged 10
		SP:Iteration 34Q (40481.560000 sec): 3 clusters
  Score: Raw -405239.201644 + Penalty 2759.258945 = -402479.942699
  nChanged 7
		SP:Iteration 35Q (40481.740000 sec): 3 clusters
  Score: Raw -405243.505506 + Penalty 2759.258945 = -402484.246561
  nChanged 7
		SP:Iteration 36Q (40481.910000 sec): 3 clusters
  Score: Raw -405248.756304 + Penalty 2759.258945 = -402489.497359
  nChanged 8
		SP:Iteration 37Q (40482.080000 sec): 3 clusters
  Score: Raw -405254.674933 + Penalty 2759.258945 = -402495.415988
  nChanged 9
		SP:Iteration 38Q (40482.260000 sec): 3 clusters
  Score: Raw -405262.630966 + Penalty 2759.258945 = -402503.372021
  nChanged 9
		SP:Iteration 39Q (40482.430000 sec): 3 clusters
  Score: Raw -405269.825189 + Penalty 2759.258945 = -402510.566244
  nChanged 6
		SP:Iteration 40F (40482.600000 sec): 3 clusters
  Score: Raw -405274.473163 + Penalty 2759.258945 = -402515.214218
  nChanged 4
		SP:Iteration 41Q (40482.780000 sec): 3 clusters
  Score: Raw -405277.899312 + Penalty 2759.258945 = -402518.640367
  nChanged 3
		SP:Iteration 42Q (40482.950000 sec): 3 clusters
  Score: Raw -405280.621970 + Penalty 2759.258945 = -402521.363025
  nChanged 2
		SP:Iteration 43Q (40483.120000 sec): 3 clusters
  Score: Raw -405281.966575 + Penalty 2759.258945 = -402522.707630
  nChanged 1
		SP:Iteration 44Q (40483.300000 sec): 3 clusters
  Score: Raw -405283.092960 + Penalty 2759.258945 = -402523.834015
  nChanged 2
		SP:Iteration 45Q (40483.470000 sec): 3 clusters
  Score: Raw -405285.244823 + Penalty 2759.258945 = -402525.985878
  nChanged 0
		SP:Iteration 46F (40483.640000 sec): 3 clusters
  Score: Raw -405285.244823 + Penalty 2759.258945 = -402525.985878
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40483.860000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40484.120000 sec): 3 clusters
  Score: Raw -1111598.194933 + Penalty 3097.283260 = -1108500.911674
  nChanged 6048
		SP:Iteration 1F (40484.440000 sec): 3 clusters
  Score: Raw -1114796.942722 + Penalty 3097.283260 = -1111699.659462
  nChanged 776
		SP:Iteration 2F (40484.720000 sec): 3 clusters
  Score: Raw -1115072.657969 + Penalty 3097.283260 = -1111975.374710
  nChanged 597
		SP:Iteration 3Q (40484.990000 sec): 3 clusters
  Score: Raw -1115272.208858 + Penalty 3097.283260 = -1112174.925599
  nChanged 526
		SP:Iteration 4Q (40485.270000 sec): 3 clusters
  Score: Raw -1115445.363452 + Penalty 3097.283260 = -1112348.080192
  nChanged 503
		SP:Iteration 5Q (40485.480000 sec): 3 clusters
  Score: Raw -1115608.960668 + Penalty 3097.283260 = -1112511.677408
  nChanged 466
		SP:Iteration 6Q (40485.820000 sec): 3 clusters
  Score: Raw -1115776.565620 + Penalty 3097.283260 = -1112679.282361
  nChanged 475
		SP:Iteration 7Q (40486.050000 sec): 3 clusters
  Score: Raw -1115959.730968 + Penalty 3097.283260 = -1112862.447708
  nChanged 527
		SP:Iteration 8Q (40486.380000 sec): 3 clusters
  Score: Raw -1116181.046572 + Penalty 3097.283260 = -1113083.763312
  nChanged 595
		SP:Iteration 9Q (40486.660000 sec): 3 clusters
  Score: Raw -1116494.288743 + Penalty 3097.283260 = -1113397.005483
  nChanged 701
		SP:Iteration 10F (40486.940000 sec): 3 clusters
  Score: Raw -1116922.948806 + Penalty 3097.283260 = -1113825.665546
  nChanged 763
		SP:Iteration 11F (40487.170000 sec): 3 clusters
  Score: Raw -1117445.580519 + Penalty 3097.283260 = -1114348.297259
  nChanged 732
		SP:Iteration 12F (40487.440000 sec): 3 clusters
  Score: Raw -1117999.765558 + Penalty 3097.283260 = -1114902.482298
  nChanged 656
		SP:Iteration 13Q (40487.740000 sec): 3 clusters
  Score: Raw -1118530.668383 + Penalty 3097.283260 = -1115433.385124
  nChanged 545
		SP:Iteration 14Q (40487.980000 sec): 3 clusters
  Score: Raw -1118999.442058 + Penalty 3097.283260 = -1115902.158798
  nChanged 368
		SP:Iteration 15Q (40488.270000 sec): 3 clusters
  Score: Raw -1119307.776748 + Penalty 3097.283260 = -1116210.493488
  nChanged 199
		SP:Iteration 16Q (40488.530000 sec): 3 clusters
  Score: Raw -1119485.638734 + Penalty 3097.283260 = -1116388.355474
  nChanged 106
		SP:Iteration 17Q (40488.770000 sec): 3 clusters
  Score: Raw -1119583.685738 + Penalty 3097.283260 = -1116486.402479
  nChanged 50
		SP:Iteration 18Q (40489.060000 sec): 3 clusters
  Score: Raw -1119638.332644 + Penalty 3097.283260 = -1116541.049384
  nChanged 37
		SP:Iteration 19Q (40489.290000 sec): 3 clusters
  Score: Raw -1119683.366704 + Penalty 3097.283260 = -1116586.083444
  nChanged 23
		SP:Iteration 20F (40489.550000 sec): 3 clusters
  Score: Raw -1119711.511810 + Penalty 3097.283260 = -1116614.228550
  nChanged 14
		SP:Iteration 21Q (40489.810000 sec): 3 clusters
  Score: Raw -1119724.382411 + Penalty 3097.283260 = -1116627.099151
  nChanged 10
		SP:Iteration 22Q (40490.040000 sec): 3 clusters
  Score: Raw -1119738.887233 + Penalty 3097.283260 = -1116641.603974
  nChanged 7
		SP:Iteration 23Q (40490.320000 sec): 3 clusters
  Score: Raw -1119749.307204 + Penalty 3097.283260 = -1116652.023944
  nChanged 7
		SP:Iteration 24Q (40490.590000 sec): 3 clusters
  Score: Raw -1119759.960607 + Penalty 3097.283260 = -1116662.677347
  nChanged 7
		SP:Iteration 25Q (40490.820000 sec): 3 clusters
  Score: Raw -1119770.014093 + Penalty 3097.283260 = -1116672.730833
  nChanged 5
		SP:Iteration 26Q (40491.060000 sec): 3 clusters
  Score: Raw -1119775.768755 + Penalty 3097.283260 = -1116678.485496
  nChanged 2
		SP:Iteration 27Q (40491.290000 sec): 3 clusters
  Score: Raw -1119779.388075 + Penalty 3097.283260 = -1116682.104816
  nChanged 2
		SP:Iteration 28Q (40491.520000 sec): 3 clusters
  Score: Raw -1119780.961557 + Penalty 3097.283260 = -1116683.678298
  nChanged 0
		SP:Iteration 29F (40491.800000 sec): 3 clusters
  Score: Raw -1119780.961557 + Penalty 3097.283260 = -1116683.678298
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40491.900000 sec): 2 clusters
  Score: Raw -83124.323730 + Penalty 1157.989182 = -81966.334548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40492.040000 sec): 3 clusters
  Score: Raw -82713.084473 + Penalty 2315.978364 = -80397.106109
  nChanged 410
		SP:Iteration 1F (40492.230000 sec): 3 clusters
  Score: Raw -83165.809751 + Penalty 2315.978364 = -80849.831387
  nChanged 143
		SP:Iteration 2F (40492.390000 sec): 3 clusters
  Score: Raw -83389.579760 + Penalty 2315.978364 = -81073.601396
  nChanged 102
		SP:Iteration 3F (40492.570000 sec): 3 clusters
  Score: Raw -83532.799573 + Penalty 2315.978364 = -81216.821209
  nChanged 62
		SP:Iteration 4Q (40492.750000 sec): 3 clusters
  Score: Raw -83606.544884 + Penalty 2315.978364 = -81290.566521
  nChanged 39
		SP:Iteration 5Q (40492.920000 sec): 3 clusters
  Score: Raw -83659.339314 + Penalty 2315.978364 = -81343.360950
  nChanged 25
		SP:Iteration 6Q (40493.090000 sec): 3 clusters
  Score: Raw -83705.967501 + Penalty 2315.978364 = -81389.989137
  nChanged 17
		SP:Iteration 7Q (40493.270000 sec): 3 clusters
  Score: Raw -83723.100674 + Penalty 2315.978364 = -81407.122310
  nChanged 16
		SP:Iteration 8Q (40493.440000 sec): 3 clusters
  Score: Raw -83738.980512 + Penalty 2315.978364 = -81423.002148
  nChanged 9
		SP:Iteration 9Q (40493.610000 sec): 3 clusters
  Score: Raw -83746.380691 + Penalty 2315.978364 = -81430.402327
  nChanged 8
		SP:Iteration 10Q (40493.790000 sec): 3 clusters
  Score: Raw -83758.372598 + Penalty 2315.978364 = -81442.394234
  nChanged 10
		SP:Iteration 11Q (40493.960000 sec): 3 clusters
  Score: Raw -83766.257674 + Penalty 2315.978364 = -81450.279310
  nChanged 3
		SP:Iteration 12Q (40494.130000 sec): 3 clusters
  Score: Raw -83769.489993 + Penalty 2315.978364 = -81453.511629
  nChanged 2
		SP:Iteration 13Q (40494.310000 sec): 3 clusters
  Score: Raw -83770.468483 + Penalty 2315.978364 = -81454.490119
  nChanged 0
		SP:Iteration 14F (40494.480000 sec): 3 clusters
  Score: Raw -83770.468483 + Penalty 2315.978364 = -81454.490119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40494.560000 sec): 2 clusters
  Score: Raw -187152.097444 + Penalty 1265.853641 = -185886.243804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40494.730000 sec): 3 clusters
  Score: Raw -186084.424379 + Penalty 2531.707282 = -183552.717097
  nChanged 858
		SP:Iteration 1F (40494.910000 sec): 3 clusters
  Score: Raw -186612.598961 + Penalty 2531.707282 = -184080.891679
  nChanged 217
		SP:Iteration 2F (40495.080000 sec): 3 clusters
  Score: Raw -186770.907450 + Penalty 2531.707282 = -184239.200168
  nChanged 136
		SP:Iteration 3F (40495.250000 sec): 3 clusters
  Score: Raw -186863.913895 + Penalty 2531.707282 = -184332.206614
  nChanged 84
		SP:Iteration 4Q (40495.430000 sec): 3 clusters
  Score: Raw -186910.113174 + Penalty 2531.707282 = -184378.405892
  nChanged 62
		SP:Iteration 5Q (40495.600000 sec): 3 clusters
  Score: Raw -186941.727841 + Penalty 2531.707282 = -184410.020559
  nChanged 51
		SP:Iteration 6Q (40495.770000 sec): 3 clusters
  Score: Raw -186970.329005 + Penalty 2531.707282 = -184438.621723
  nChanged 40
		SP:Iteration 7Q (40495.950000 sec): 3 clusters
  Score: Raw -186989.522899 + Penalty 2531.707282 = -184457.815618
  nChanged 33
		SP:Iteration 8Q (40496.110000 sec): 3 clusters
  Score: Raw -187003.754784 + Penalty 2531.707282 = -184472.047502
  nChanged 28
		SP:Iteration 9Q (40496.270000 sec): 3 clusters
  Score: Raw -187014.236501 + Penalty 2531.707282 = -184482.529219
  nChanged 25
		SP:Iteration 10Q (40496.430000 sec): 3 clusters
  Score: Raw -187023.900188 + Penalty 2531.707282 = -184492.192907
  nChanged 18
		SP:Iteration 11Q (40496.600000 sec): 3 clusters
  Score: Raw -187029.500683 + Penalty 2531.707282 = -184497.793401
  nChanged 14
		SP:Iteration 12Q (40496.770000 sec): 3 clusters
  Score: Raw -187035.591535 + Penalty 2531.707282 = -184503.884253
  nChanged 16
		SP:Iteration 13Q (40496.950000 sec): 3 clusters
  Score: Raw -187040.026082 + Penalty 2531.707282 = -184508.318800
  nChanged 9
		SP:Iteration 14Q (40497.120000 sec): 3 clusters
  Score: Raw -187043.122306 + Penalty 2531.707282 = -184511.415025
  nChanged 3
		SP:Iteration 15Q (40497.290000 sec): 3 clusters
  Score: Raw -187044.218886 + Penalty 2531.707282 = -184512.511604
  nChanged 4
		SP:Iteration 16Q (40497.470000 sec): 3 clusters
  Score: Raw -187044.693893 + Penalty 2531.707282 = -184512.986611
  nChanged 5
		SP:Iteration 17Q (40497.640000 sec): 3 clusters
  Score: Raw -187045.953030 + Penalty 2531.707282 = -184514.245748
  nChanged 4
		SP:Iteration 18Q (40497.810000 sec): 3 clusters
  Score: Raw -187046.618179 + Penalty 2531.707282 = -184514.910897
  nChanged 8
		SP:Iteration 19Q (40497.990000 sec): 3 clusters
  Score: Raw -187048.891135 + Penalty 2531.707282 = -184517.183853
  nChanged 6
		SP:Iteration 20F (40498.160000 sec): 3 clusters
  Score: Raw -187050.497208 + Penalty 2531.707282 = -184518.789926
  nChanged 6
		SP:Iteration 21Q (40498.330000 sec): 3 clusters
  Score: Raw -187051.702025 + Penalty 2531.707282 = -184519.994743
  nChanged 3
		SP:Iteration 22Q (40498.510000 sec): 3 clusters
  Score: Raw -187052.666318 + Penalty 2531.707282 = -184520.959036
  nChanged 3
		SP:Iteration 23Q (40498.680000 sec): 3 clusters
  Score: Raw -187053.355103 + Penalty 2531.707282 = -184521.647822
  nChanged 0
		SP:Iteration 24F (40498.850000 sec): 3 clusters
  Score: Raw -187053.355103 + Penalty 2531.707282 = -184521.647822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40498.940000 sec): 2 clusters
  Score: Raw -131936.493599 + Penalty 1227.919545 = -130708.574054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40499.120000 sec): 3 clusters
  Score: Raw -131099.184039 + Penalty 2455.839090 = -128643.344949
  nChanged 680
		SP:Iteration 1F (40499.290000 sec): 3 clusters
  Score: Raw -131668.644658 + Penalty 2455.839090 = -129212.805568
  nChanged 193
		SP:Iteration 2F (40499.460000 sec): 3 clusters
  Score: Raw -131906.811815 + Penalty 2455.839090 = -129450.972724
  nChanged 128
		SP:Iteration 3F (40499.630000 sec): 3 clusters
  Score: Raw -132039.175968 + Penalty 2455.839090 = -129583.336878
  nChanged 103
		SP:Iteration 4F (40499.800000 sec): 3 clusters
  Score: Raw -132174.544665 + Penalty 2455.839090 = -129718.705575
  nChanged 114
		SP:Iteration 5F (40499.980000 sec): 3 clusters
  Score: Raw -132329.592031 + Penalty 2455.839090 = -129873.752940
  nChanged 102
		SP:Iteration 6F (40500.150000 sec): 3 clusters
  Score: Raw -132454.090977 + Penalty 2455.839090 = -129998.251887
  nChanged 72
		SP:Iteration 7Q (40500.320000 sec): 3 clusters
  Score: Raw -132542.002057 + Penalty 2455.839090 = -130086.162967
  nChanged 57
		SP:Iteration 8Q (40500.500000 sec): 3 clusters
  Score: Raw -132620.871093 + Penalty 2455.839090 = -130165.032003
  nChanged 42
		SP:Iteration 9Q (40500.670000 sec): 3 clusters
  Score: Raw -132669.222778 + Penalty 2455.839090 = -130213.383688
  nChanged 40
		SP:Iteration 10Q (40500.840000 sec): 3 clusters
  Score: Raw -132714.007020 + Penalty 2455.839090 = -130258.167930
  nChanged 27
		SP:Iteration 11Q (40501.020000 sec): 3 clusters
  Score: Raw -132737.173654 + Penalty 2455.839090 = -130281.334564
  nChanged 19
		SP:Iteration 12Q (40501.190000 sec): 3 clusters
  Score: Raw -132754.100529 + Penalty 2455.839090 = -130298.261439
  nChanged 13
		SP:Iteration 13Q (40501.370000 sec): 3 clusters
  Score: Raw -132763.424072 + Penalty 2455.839090 = -130307.584982
  nChanged 12
		SP:Iteration 14Q (40501.540000 sec): 3 clusters
  Score: Raw -132770.269790 + Penalty 2455.839090 = -130314.430700
  nChanged 8
		SP:Iteration 15Q (40501.710000 sec): 3 clusters
  Score: Raw -132773.979733 + Penalty 2455.839090 = -130318.140643
  nChanged 5
		SP:Iteration 16Q (40501.890000 sec): 3 clusters
  Score: Raw -132775.509889 + Penalty 2455.839090 = -130319.670799
  nChanged 2
		SP:Iteration 17Q (40502.060000 sec): 3 clusters
  Score: Raw -132776.158589 + Penalty 2455.839090 = -130320.319499
  nChanged 0
		SP:Iteration 18F (40502.230000 sec): 3 clusters
  Score: Raw -132776.158589 + Penalty 2455.839090 = -130320.319499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40502.360000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40502.530000 sec): 3 clusters
  Score: Raw -356976.460509 + Penalty 2743.662518 = -354232.797991
  nChanged 1839
		SP:Iteration 1F (40502.700000 sec): 3 clusters
  Score: Raw -357972.178032 + Penalty 2743.662518 = -355228.515514
  nChanged 382
		SP:Iteration 2F (40502.880000 sec): 3 clusters
  Score: Raw -358184.030926 + Penalty 2743.662518 = -355440.368408
  nChanged 239
		SP:Iteration 3F (40503.050000 sec): 3 clusters
  Score: Raw -358311.304058 + Penalty 2743.662518 = -355567.641540
  nChanged 202
		SP:Iteration 4Q (40503.220000 sec): 3 clusters
  Score: Raw -358429.241384 + Penalty 2743.662518 = -355685.578865
  nChanged 180
		SP:Iteration 5Q (40503.390000 sec): 3 clusters
  Score: Raw -358532.451648 + Penalty 2743.662518 = -355788.789130
  nChanged 167
		SP:Iteration 6Q (40503.570000 sec): 3 clusters
  Score: Raw -358632.870408 + Penalty 2743.662518 = -355889.207889
  nChanged 185
		SP:Iteration 7Q (40503.740000 sec): 3 clusters
  Score: Raw -358753.100311 + Penalty 2743.662518 = -356009.437792
  nChanged 195
		SP:Iteration 8Q (40503.910000 sec): 3 clusters
  Score: Raw -358900.307948 + Penalty 2743.662518 = -356156.645430
  nChanged 202
		SP:Iteration 9Q (40504.090000 sec): 3 clusters
  Score: Raw -359052.092199 + Penalty 2743.662518 = -356308.429681
  nChanged 190
		SP:Iteration 10Q (40504.260000 sec): 3 clusters
  Score: Raw -359188.863960 + Penalty 2743.662518 = -356445.201442
  nChanged 157
		SP:Iteration 11Q (40504.430000 sec): 3 clusters
  Score: Raw -359288.918482 + Penalty 2743.662518 = -356545.255963
  nChanged 138
		SP:Iteration 12Q (40504.610000 sec): 3 clusters
  Score: Raw -359354.934682 + Penalty 2743.662518 = -356611.272164
  nChanged 108
		SP:Iteration 13Q (40504.780000 sec): 3 clusters
  Score: Raw -359402.511790 + Penalty 2743.662518 = -356658.849272
  nChanged 78
		SP:Iteration 14Q (40504.950000 sec): 3 clusters
  Score: Raw -359438.552690 + Penalty 2743.662518 = -356694.890172
  nChanged 66
		SP:Iteration 15Q (40505.120000 sec): 3 clusters
  Score: Raw -359467.787751 + Penalty 2743.662518 = -356724.125233
  nChanged 63
		SP:Iteration 16Q (40505.300000 sec): 3 clusters
  Score: Raw -359495.561881 + Penalty 2743.662518 = -356751.899363
  nChanged 52
		SP:Iteration 17Q (40505.470000 sec): 3 clusters
  Score: Raw -359517.161034 + Penalty 2743.662518 = -356773.498516
  nChanged 47
		SP:Iteration 18Q (40505.640000 sec): 3 clusters
  Score: Raw -359535.869693 + Penalty 2743.662518 = -356792.207175
  nChanged 37
		SP:Iteration 19Q (40505.830000 sec): 3 clusters
  Score: Raw -359549.944421 + Penalty 2743.662518 = -356806.281902
  nChanged 30
		SP:Iteration 20F (40506.010000 sec): 3 clusters
  Score: Raw -359560.493668 + Penalty 2743.662518 = -356816.831149
  nChanged 32
		SP:Iteration 21Q (40506.170000 sec): 3 clusters
  Score: Raw -359572.129763 + Penalty 2743.662518 = -356828.467244
  nChanged 32
		SP:Iteration 22Q (40506.340000 sec): 3 clusters
  Score: Raw -359583.341973 + Penalty 2743.662518 = -356839.679455
  nChanged 30
		SP:Iteration 23Q (40506.520000 sec): 3 clusters
  Score: Raw -359593.080496 + Penalty 2743.662518 = -356849.417978
  nChanged 30
		SP:Iteration 24Q (40506.690000 sec): 3 clusters
  Score: Raw -359603.853468 + Penalty 2743.662518 = -356860.190950
  nChanged 19
		SP:Iteration 25Q (40506.860000 sec): 3 clusters
  Score: Raw -359610.620580 + Penalty 2743.662518 = -356866.958062
  nChanged 24
		SP:Iteration 26Q (40507.040000 sec): 3 clusters
  Score: Raw -359619.222245 + Penalty 2743.662518 = -356875.559727
  nChanged 24
		SP:Iteration 27Q (40507.210000 sec): 3 clusters
  Score: Raw -359626.522735 + Penalty 2743.662518 = -356882.860217
  nChanged 18
		SP:Iteration 28Q (40507.380000 sec): 3 clusters
  Score: Raw -359631.286800 + Penalty 2743.662518 = -356887.624282
  nChanged 10
		SP:Iteration 29Q (40507.560000 sec): 3 clusters
  Score: Raw -359633.942107 + Penalty 2743.662518 = -356890.279588
  nChanged 5
		SP:Iteration 30Q (40507.730000 sec): 3 clusters
  Score: Raw -359634.785050 + Penalty 2743.662518 = -356891.122531
  nChanged 2
		SP:Iteration 31Q (40507.900000 sec): 3 clusters
  Score: Raw -359635.175630 + Penalty 2743.662518 = -356891.513112
  nChanged 2
		SP:Iteration 32Q (40508.080000 sec): 3 clusters
  Score: Raw -359635.916796 + Penalty 2743.662518 = -356892.254278
  nChanged 3
		SP:Iteration 33Q (40508.250000 sec): 3 clusters
  Score: Raw -359636.995021 + Penalty 2743.662518 = -356893.332502
  nChanged 6
		SP:Iteration 34Q (40508.420000 sec): 3 clusters
  Score: Raw -359638.586759 + Penalty 2743.662518 = -356894.924241
  nChanged 3
		SP:Iteration 35Q (40508.600000 sec): 3 clusters
  Score: Raw -359639.434615 + Penalty 2743.662518 = -356895.772097
  nChanged 3
		SP:Iteration 36Q (40508.770000 sec): 3 clusters
  Score: Raw -359639.979564 + Penalty 2743.662518 = -356896.317046
  nChanged 2
		SP:Iteration 37Q (40508.940000 sec): 3 clusters
  Score: Raw -359640.237988 + Penalty 2743.662518 = -356896.575469
  nChanged 1
		SP:Iteration 38Q (40509.120000 sec): 3 clusters
  Score: Raw -359640.514927 + Penalty 2743.662518 = -356896.852408
  nChanged 1
		SP:Iteration 39Q (40509.290000 sec): 3 clusters
  Score: Raw -359640.838592 + Penalty 2743.662518 = -356897.176073
  nChanged 1
		SP:Iteration 40F (40509.460000 sec): 3 clusters
  Score: Raw -359641.107705 + Penalty 2743.662518 = -356897.445187
  nChanged 1
		SP:Iteration 41Q (40509.640000 sec): 3 clusters
  Score: Raw -359641.437091 + Penalty 2743.662518 = -356897.774573
  nChanged 1
		SP:Iteration 42Q (40509.810000 sec): 3 clusters
  Score: Raw -359641.601975 + Penalty 2743.662518 = -356897.939457
  nChanged 0
		SP:Iteration 43F (40509.980000 sec): 3 clusters
  Score: Raw -359641.601975 + Penalty 2743.662518 = -356897.939457
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40510.050000 sec): 2 clusters
  Score: Raw -161416.081768 + Penalty 1239.317659 = -160176.764109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40510.230000 sec): 3 clusters
  Score: Raw -160624.504663 + Penalty 2478.635317 = -158145.869346
  nChanged 721
		SP:Iteration 1F (40510.410000 sec): 3 clusters
  Score: Raw -161213.370371 + Penalty 2478.635317 = -158734.735054
  nChanged 175
		SP:Iteration 2F (40510.580000 sec): 3 clusters
  Score: Raw -161409.319559 + Penalty 2478.635317 = -158930.684242
  nChanged 129
		SP:Iteration 3F (40510.760000 sec): 3 clusters
  Score: Raw -161586.568167 + Penalty 2478.635317 = -159107.932850
  nChanged 114
		SP:Iteration 4F (40510.930000 sec): 3 clusters
  Score: Raw -161730.639437 + Penalty 2478.635317 = -159252.004120
  nChanged 88
		SP:Iteration 5Q (40511.110000 sec): 3 clusters
  Score: Raw -161837.411736 + Penalty 2478.635317 = -159358.776419
  nChanged 79
		SP:Iteration 6Q (40511.290000 sec): 3 clusters
  Score: Raw -161929.814512 + Penalty 2478.635317 = -159451.179194
  nChanged 66
		SP:Iteration 7Q (40511.460000 sec): 3 clusters
  Score: Raw -161992.850558 + Penalty 2478.635317 = -159514.215241
  nChanged 52
		SP:Iteration 8Q (40511.640000 sec): 3 clusters
  Score: Raw -162045.555718 + Penalty 2478.635317 = -159566.920401
  nChanged 34
		SP:Iteration 9Q (40511.810000 sec): 3 clusters
  Score: Raw -162071.297762 + Penalty 2478.635317 = -159592.662445
  nChanged 20
		SP:Iteration 10Q (40511.990000 sec): 3 clusters
  Score: Raw -162087.027873 + Penalty 2478.635317 = -159608.392556
  nChanged 10
		SP:Iteration 11Q (40512.170000 sec): 3 clusters
  Score: Raw -162090.416157 + Penalty 2478.635317 = -159611.780840
  nChanged 1
		SP:Iteration 12Q (40512.340000 sec): 3 clusters
  Score: Raw -162090.608998 + Penalty 2478.635317 = -159611.973681
  nChanged 1
		SP:Iteration 13Q (40512.520000 sec): 3 clusters
  Score: Raw -162091.091505 + Penalty 2478.635317 = -159612.456188
  nChanged 0
		SP:Iteration 14F (40512.690000 sec): 3 clusters
  Score: Raw -162091.091505 + Penalty 2478.635317 = -159612.456188
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40512.820000 sec): 2 clusters
  Score: Raw -751958.606416 + Penalty 1479.179617 = -750479.426799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40513.050000 sec): 3 clusters
  Score: Raw -746885.107736 + Penalty 2958.359234 = -743926.748503
  nChanged 3858
		SP:Iteration 1F (40513.250000 sec): 3 clusters
  Score: Raw -749023.439484 + Penalty 2958.359234 = -746065.080250
  nChanged 613
		SP:Iteration 2F (40513.460000 sec): 3 clusters
  Score: Raw -749336.680585 + Penalty 2958.359234 = -746378.321351
  nChanged 521
		SP:Iteration 3F (40513.680000 sec): 3 clusters
  Score: Raw -749597.321927 + Penalty 2958.359234 = -746638.962693
  nChanged 473
		SP:Iteration 4F (40513.910000 sec): 3 clusters
  Score: Raw -749851.134858 + Penalty 2958.359234 = -746892.775624
  nChanged 477
		SP:Iteration 5F (40514.060000 sec): 3 clusters
  Score: Raw -750154.077722 + Penalty 2958.359234 = -747195.718488
  nChanged 489
		SP:Iteration 6F (40514.280000 sec): 3 clusters
  Score: Raw -750472.352820 + Penalty 2958.359234 = -747513.993586
  nChanged 468
		SP:Iteration 7F (40514.500000 sec): 3 clusters
  Score: Raw -750767.590726 + Penalty 2958.359234 = -747809.231492
  nChanged 409
		SP:Iteration 8Q (40514.720000 sec): 3 clusters
  Score: Raw -751039.057974 + Penalty 2958.359234 = -748080.698740
  nChanged 389
		SP:Iteration 9Q (40514.970000 sec): 3 clusters
  Score: Raw -751325.357581 + Penalty 2958.359234 = -748366.998347
  nChanged 392
		SP:Iteration 10Q (40515.250000 sec): 3 clusters
  Score: Raw -751612.532208 + Penalty 2958.359234 = -748654.172974
  nChanged 328
		SP:Iteration 11Q (40515.400000 sec): 3 clusters
  Score: Raw -751818.622672 + Penalty 2958.359234 = -748860.263438
  nChanged 233
		SP:Iteration 12Q (40515.580000 sec): 3 clusters
  Score: Raw -751954.032590 + Penalty 2958.359234 = -748995.673357
  nChanged 170
		SP:Iteration 13Q (40515.760000 sec): 3 clusters
  Score: Raw -752038.591701 + Penalty 2958.359234 = -749080.232467
  nChanged 124
		SP:Iteration 14Q (40515.970000 sec): 3 clusters
  Score: Raw -752083.161694 + Penalty 2958.359234 = -749124.802460
  nChanged 84
		SP:Iteration 15Q (40516.200000 sec): 3 clusters
  Score: Raw -752107.101505 + Penalty 2958.359234 = -749148.742271
  nChanged 54
		SP:Iteration 16Q (40516.450000 sec): 3 clusters
  Score: Raw -752119.403624 + Penalty 2958.359234 = -749161.044390
  nChanged 39
		SP:Iteration 17Q (40516.590000 sec): 3 clusters
  Score: Raw -752127.868841 + Penalty 2958.359234 = -749169.509608
  nChanged 33
		SP:Iteration 18Q (40516.780000 sec): 3 clusters
  Score: Raw -752134.310317 + Penalty 2958.359234 = -749175.951083
  nChanged 24
		SP:Iteration 19Q (40516.960000 sec): 3 clusters
  Score: Raw -752140.573318 + Penalty 2958.359234 = -749182.214084
  nChanged 26
		SP:Iteration 20F (40517.150000 sec): 3 clusters
  Score: Raw -752147.499264 + Penalty 2958.359234 = -749189.140030
  nChanged 29
		SP:Iteration 21Q (40517.330000 sec): 3 clusters
  Score: Raw -752154.356553 + Penalty 2958.359234 = -749195.997319
  nChanged 27
		SP:Iteration 22Q (40517.540000 sec): 3 clusters
  Score: Raw -752160.403715 + Penalty 2958.359234 = -749202.044481
  nChanged 31
		SP:Iteration 23Q (40517.720000 sec): 3 clusters
  Score: Raw -752167.196137 + Penalty 2958.359234 = -749208.836903
  nChanged 19
		SP:Iteration 24Q (40517.890000 sec): 3 clusters
  Score: Raw -752170.339172 + Penalty 2958.359234 = -749211.979938
  nChanged 12
		SP:Iteration 25Q (40518.100000 sec): 3 clusters
  Score: Raw -752172.670552 + Penalty 2958.359234 = -749214.311318
  nChanged 12
		SP:Iteration 26Q (40518.270000 sec): 3 clusters
  Score: Raw -752174.807946 + Penalty 2958.359234 = -749216.448712
  nChanged 12
		SP:Iteration 27Q (40518.500000 sec): 3 clusters
  Score: Raw -752176.443366 + Penalty 2958.359234 = -749218.084133
  nChanged 10
		SP:Iteration 28Q (40518.680000 sec): 3 clusters
  Score: Raw -752178.423484 + Penalty 2958.359234 = -749220.064250
  nChanged 5
		SP:Iteration 29Q (40518.870000 sec): 3 clusters
  Score: Raw -752179.187574 + Penalty 2958.359234 = -749220.828340
  nChanged 6
		SP:Iteration 30Q (40519.050000 sec): 3 clusters
  Score: Raw -752180.094937 + Penalty 2958.359234 = -749221.735703
  nChanged 5
		SP:Iteration 31Q (40519.240000 sec): 3 clusters
  Score: Raw -752180.987411 + Penalty 2958.359234 = -749222.628177
  nChanged 7
		SP:Iteration 32Q (40519.420000 sec): 3 clusters
  Score: Raw -752181.910930 + Penalty 2958.359234 = -749223.551696
  nChanged 7
		SP:Iteration 33Q (40519.610000 sec): 3 clusters
  Score: Raw -752182.842297 + Penalty 2958.359234 = -749224.483063
  nChanged 6
		SP:Iteration 34Q (40519.790000 sec): 3 clusters
  Score: Raw -752183.919240 + Penalty 2958.359234 = -749225.560006
  nChanged 10
		SP:Iteration 35Q (40520.020000 sec): 3 clusters
  Score: Raw -752185.605527 + Penalty 2958.359234 = -749227.246293
  nChanged 9
		SP:Iteration 36Q (40520.190000 sec): 3 clusters
  Score: Raw -752186.710781 + Penalty 2958.359234 = -749228.351547
  nChanged 6
		SP:Iteration 37Q (40520.360000 sec): 3 clusters
  Score: Raw -752187.521194 + Penalty 2958.359234 = -749229.161960
  nChanged 4
		SP:Iteration 38Q (40520.530000 sec): 3 clusters
  Score: Raw -752188.209632 + Penalty 2958.359234 = -749229.850398
  nChanged 5
		SP:Iteration 39Q (40520.710000 sec): 3 clusters
  Score: Raw -752188.997923 + Penalty 2958.359234 = -749230.638689
  nChanged 0
		SP:Iteration 40F (40520.890000 sec): 3 clusters
  Score: Raw -752188.997923 + Penalty 2958.359234 = -749230.638689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40520.940000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40521.100000 sec): 3 clusters
  Score: Raw -83127.130821 + Penalty 2253.045565 = -80874.085256
  nChanged 303
		SP:Iteration 1F (40521.260000 sec): 3 clusters
  Score: Raw -83426.182645 + Penalty 2253.045565 = -81173.137081
  nChanged 84
		SP:Iteration 2F (40521.420000 sec): 3 clusters
  Score: Raw -83536.602409 + Penalty 2253.045565 = -81283.556844
  nChanged 55
		SP:Iteration 3F (40521.580000 sec): 3 clusters
  Score: Raw -83618.511217 + Penalty 2253.045565 = -81365.465652
  nChanged 49
		SP:Iteration 4Q (40521.740000 sec): 3 clusters
  Score: Raw -83700.604600 + Penalty 2253.045565 = -81447.559036
  nChanged 47
		SP:Iteration 5Q (40521.900000 sec): 3 clusters
  Score: Raw -83769.799435 + Penalty 2253.045565 = -81516.753870
  nChanged 44
		SP:Iteration 6Q (40522.060000 sec): 3 clusters
  Score: Raw -83832.497460 + Penalty 2253.045565 = -81579.451896
  nChanged 43
		SP:Iteration 7Q (40522.220000 sec): 3 clusters
  Score: Raw -83899.043577 + Penalty 2253.045565 = -81645.998012
  nChanged 42
		SP:Iteration 8Q (40522.380000 sec): 3 clusters
  Score: Raw -83973.432909 + Penalty 2253.045565 = -81720.387344
  nChanged 31
		SP:Iteration 9Q (40522.540000 sec): 3 clusters
  Score: Raw -84011.955878 + Penalty 2253.045565 = -81758.910313
  nChanged 17
		SP:Iteration 10Q (40522.700000 sec): 3 clusters
  Score: Raw -84034.003689 + Penalty 2253.045565 = -81780.958124
  nChanged 11
		SP:Iteration 11Q (40522.860000 sec): 3 clusters
  Score: Raw -84048.510367 + Penalty 2253.045565 = -81795.464802
  nChanged 8
		SP:Iteration 12Q (40523.020000 sec): 3 clusters
  Score: Raw -84062.648129 + Penalty 2253.045565 = -81809.602564
  nChanged 7
		SP:Iteration 13Q (40523.180000 sec): 3 clusters
  Score: Raw -84077.287401 + Penalty 2253.045565 = -81824.241837
  nChanged 1
		SP:Iteration 14Q (40523.340000 sec): 3 clusters
  Score: Raw -84078.661587 + Penalty 2253.045565 = -81825.616023
  nChanged 1
		SP:Iteration 15Q (40523.500000 sec): 3 clusters
  Score: Raw -84079.622604 + Penalty 2253.045565 = -81826.577039
  nChanged 2
		SP:Iteration 16Q (40523.660000 sec): 3 clusters
  Score: Raw -84081.778000 + Penalty 2253.045565 = -81828.732435
  nChanged 0
		SP:Iteration 17F (40523.820000 sec): 3 clusters
  Score: Raw -84081.778000 + Penalty 2253.045565 = -81828.732435
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40523.900000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40524.060000 sec): 3 clusters
  Score: Raw -25833.764237 + Penalty 1879.743184 = -23954.021053
  nChanged 68
		SP:Iteration 1F (40524.220000 sec): 3 clusters
  Score: Raw -25958.272258 + Penalty 1879.743184 = -24078.529074
  nChanged 13
		SP:Iteration 2Q (40524.380000 sec): 3 clusters
  Score: Raw -25988.607477 + Penalty 1879.743184 = -24108.864293
  nChanged 4
		SP:Iteration 3Q (40524.540000 sec): 3 clusters
  Score: Raw -25999.165700 + Penalty 1879.743184 = -24119.422515
  nChanged 3
		SP:Iteration 4Q (40524.700000 sec): 3 clusters
  Score: Raw -26007.586190 + Penalty 1879.743184 = -24127.843005
  nChanged 1
		SP:Iteration 5Q (40524.860000 sec): 3 clusters
  Score: Raw -26009.908872 + Penalty 1879.743184 = -24130.165688
  nChanged 0
		SP:Iteration 6F (40525.020000 sec): 3 clusters
  Score: Raw -26009.908872 + Penalty 1879.743184 = -24130.165688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40525.100000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40525.260000 sec): 3 clusters
  Score: Raw -33105.514164 + Penalty 1939.829957 = -31165.684207
  nChanged 76
		SP:Iteration 1F (40525.420000 sec): 3 clusters
  Score: Raw -33225.549853 + Penalty 1939.829957 = -31285.719896
  nChanged 16
		SP:Iteration 2Q (40525.580000 sec): 3 clusters
  Score: Raw -33265.911877 + Penalty 1939.829957 = -31326.081920
  nChanged 7
		SP:Iteration 3Q (40525.740000 sec): 3 clusters
  Score: Raw -33284.919872 + Penalty 1939.829957 = -31345.089915
  nChanged 4
		SP:Iteration 4Q (40525.900000 sec): 3 clusters
  Score: Raw -33291.324794 + Penalty 1939.829957 = -31351.494837
  nChanged 3
		SP:Iteration 5Q (40526.060000 sec): 3 clusters
  Score: Raw -33293.713198 + Penalty 1939.829957 = -31353.883241
  nChanged 0
		SP:Iteration 6F (40526.220000 sec): 3 clusters
  Score: Raw -33293.713198 + Penalty 1939.829957 = -31353.883241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40526.290000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40526.450000 sec): 3 clusters
  Score: Raw -218029.529959 + Penalty 2563.220725 = -215466.309235
  nChanged 975
		SP:Iteration 1F (40526.610000 sec): 3 clusters
  Score: Raw -218593.954636 + Penalty 2563.220725 = -216030.733912
  nChanged 210
		SP:Iteration 2F (40526.770000 sec): 3 clusters
  Score: Raw -218720.346323 + Penalty 2563.220725 = -216157.125598
  nChanged 134
		SP:Iteration 3F (40526.930000 sec): 3 clusters
  Score: Raw -218800.135759 + Penalty 2563.220725 = -216236.915034
  nChanged 106
		SP:Iteration 4Q (40527.090000 sec): 3 clusters
  Score: Raw -218873.270466 + Penalty 2563.220725 = -216310.049741
  nChanged 76
		SP:Iteration 5Q (40527.250000 sec): 3 clusters
  Score: Raw -218924.888682 + Penalty 2563.220725 = -216361.667957
  nChanged 76
		SP:Iteration 6Q (40527.410000 sec): 3 clusters
  Score: Raw -218969.197477 + Penalty 2563.220725 = -216405.976752
  nChanged 67
		SP:Iteration 7Q (40527.570000 sec): 3 clusters
  Score: Raw -219004.408543 + Penalty 2563.220725 = -216441.187818
  nChanged 60
		SP:Iteration 8Q (40527.730000 sec): 3 clusters
  Score: Raw -219033.219869 + Penalty 2563.220725 = -216469.999144
  nChanged 41
		SP:Iteration 9Q (40527.890000 sec): 3 clusters
  Score: Raw -219051.672805 + Penalty 2563.220725 = -216488.452081
  nChanged 40
		SP:Iteration 10Q (40528.050000 sec): 3 clusters
  Score: Raw -219070.485323 + Penalty 2563.220725 = -216507.264598
  nChanged 39
		SP:Iteration 11Q (40528.210000 sec): 3 clusters
  Score: Raw -219090.334527 + Penalty 2563.220725 = -216527.113802
  nChanged 43
		SP:Iteration 12Q (40528.370000 sec): 3 clusters
  Score: Raw -219110.771822 + Penalty 2563.220725 = -216547.551097
  nChanged 37
		SP:Iteration 13Q (40528.530000 sec): 3 clusters
  Score: Raw -219126.169445 + Penalty 2563.220725 = -216562.948720
  nChanged 34
		SP:Iteration 14Q (40528.690000 sec): 3 clusters
  Score: Raw -219144.436582 + Penalty 2563.220725 = -216581.215858
  nChanged 37
		SP:Iteration 15Q (40528.850000 sec): 3 clusters
  Score: Raw -219163.632092 + Penalty 2563.220725 = -216600.411368
  nChanged 38
		SP:Iteration 16Q (40529.010000 sec): 3 clusters
  Score: Raw -219180.649791 + Penalty 2563.220725 = -216617.429067
  nChanged 41
		SP:Iteration 17Q (40529.170000 sec): 3 clusters
  Score: Raw -219197.989414 + Penalty 2563.220725 = -216634.768690
  nChanged 37
		SP:Iteration 18Q (40529.330000 sec): 3 clusters
  Score: Raw -219217.163015 + Penalty 2563.220725 = -216653.942291
  nChanged 31
		SP:Iteration 19Q (40529.490000 sec): 3 clusters
  Score: Raw -219231.770395 + Penalty 2563.220725 = -216668.549670
  nChanged 38
		SP:Iteration 20F (40529.650000 sec): 3 clusters
  Score: Raw -219251.316044 + Penalty 2563.220725 = -216688.095319
  nChanged 38
		SP:Iteration 21Q (40529.800000 sec): 3 clusters
  Score: Raw -219266.736852 + Penalty 2563.220725 = -216703.516127
  nChanged 39
		SP:Iteration 22Q (40529.960000 sec): 3 clusters
  Score: Raw -219281.961177 + Penalty 2563.220725 = -216718.740452
  nChanged 28
		SP:Iteration 23Q (40530.120000 sec): 3 clusters
  Score: Raw -219294.130379 + Penalty 2563.220725 = -216730.909655
  nChanged 36
		SP:Iteration 24Q (40530.280000 sec): 3 clusters
  Score: Raw -219312.622804 + Penalty 2563.220725 = -216749.402079
  nChanged 35
		SP:Iteration 25Q (40530.440000 sec): 3 clusters
  Score: Raw -219328.210910 + Penalty 2563.220725 = -216764.990185
  nChanged 26
		SP:Iteration 26Q (40530.600000 sec): 3 clusters
  Score: Raw -219336.343612 + Penalty 2563.220725 = -216773.122887
  nChanged 22
		SP:Iteration 27Q (40530.760000 sec): 3 clusters
  Score: Raw -219344.341167 + Penalty 2563.220725 = -216781.120442
  nChanged 19
		SP:Iteration 28Q (40530.920000 sec): 3 clusters
  Score: Raw -219350.552196 + Penalty 2563.220725 = -216787.331472
  nChanged 16
		SP:Iteration 29Q (40531.080000 sec): 3 clusters
  Score: Raw -219355.510687 + Penalty 2563.220725 = -216792.289963
  nChanged 9
		SP:Iteration 30Q (40531.240000 sec): 3 clusters
  Score: Raw -219358.624319 + Penalty 2563.220725 = -216795.403594
  nChanged 14
		SP:Iteration 31Q (40531.400000 sec): 3 clusters
  Score: Raw -219363.233810 + Penalty 2563.220725 = -216800.013085
  nChanged 11
		SP:Iteration 32Q (40531.560000 sec): 3 clusters
  Score: Raw -219368.546346 + Penalty 2563.220725 = -216805.325621
  nChanged 12
		SP:Iteration 33Q (40531.720000 sec): 3 clusters
  Score: Raw -219372.311916 + Penalty 2563.220725 = -216809.091192
  nChanged 15
		SP:Iteration 34Q (40531.880000 sec): 3 clusters
  Score: Raw -219377.131362 + Penalty 2563.220725 = -216813.910637
  nChanged 19
		SP:Iteration 35Q (40532.040000 sec): 3 clusters
  Score: Raw -219384.152240 + Penalty 2563.220725 = -216820.931515
  nChanged 14
		SP:Iteration 36Q (40532.200000 sec): 3 clusters
  Score: Raw -219390.016944 + Penalty 2563.220725 = -216826.796219
  nChanged 8
		SP:Iteration 37Q (40532.360000 sec): 3 clusters
  Score: Raw -219391.954286 + Penalty 2563.220725 = -216828.733561
  nChanged 4
		SP:Iteration 38Q (40532.520000 sec): 3 clusters
  Score: Raw -219392.835038 + Penalty 2563.220725 = -216829.614313
  nChanged 4
		SP:Iteration 39Q (40532.680000 sec): 3 clusters
  Score: Raw -219393.982317 + Penalty 2563.220725 = -216830.761592
  nChanged 5
		SP:Iteration 40F (40532.840000 sec): 3 clusters
  Score: Raw -219395.568121 + Penalty 2563.220725 = -216832.347397
  nChanged 4
		SP:Iteration 41Q (40533.000000 sec): 3 clusters
  Score: Raw -219396.734490 + Penalty 2563.220725 = -216833.513766
  nChanged 4
		SP:Iteration 42Q (40533.160000 sec): 3 clusters
  Score: Raw -219397.609461 + Penalty 2563.220725 = -216834.388736
  nChanged 1
		SP:Iteration 43Q (40533.320000 sec): 3 clusters
  Score: Raw -219397.967329 + Penalty 2563.220725 = -216834.746604
  nChanged 3
		SP:Iteration 44Q (40533.480000 sec): 3 clusters
  Score: Raw -219399.137008 + Penalty 2563.220725 = -216835.916283
  nChanged 9
		SP:Iteration 45Q (40533.640000 sec): 3 clusters
  Score: Raw -219401.649762 + Penalty 2563.220725 = -216838.429037
  nChanged 8
		SP:Iteration 46Q (40533.800000 sec): 3 clusters
  Score: Raw -219404.323251 + Penalty 2563.220725 = -216841.102527
  nChanged 10
		SP:Iteration 47Q (40533.960000 sec): 3 clusters
  Score: Raw -219407.313191 + Penalty 2563.220725 = -216844.092466
  nChanged 5
		SP:Iteration 48Q (40534.120000 sec): 3 clusters
  Score: Raw -219409.305585 + Penalty 2563.220725 = -216846.084861
  nChanged 2
		SP:Iteration 49Q (40534.280000 sec): 3 clusters
  Score: Raw -219409.670873 + Penalty 2563.220725 = -216846.450148
  nChanged 0
		SP:Iteration 50F (40534.440000 sec): 3 clusters
  Score: Raw -219409.670873 + Penalty 2563.220725 = -216846.450148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40534.520000 sec): 2 clusters
  Score: Raw -65355.920594 + Penalty 1136.663123 = -64219.257471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40534.680000 sec): 3 clusters
  Score: Raw -65042.809638 + Penalty 2273.326245 = -62769.483393
  nChanged 342
		SP:Iteration 1F (40534.840000 sec): 3 clusters
  Score: Raw -65484.209199 + Penalty 2273.326245 = -63210.882953
  nChanged 106
		SP:Iteration 2F (40535.000000 sec): 3 clusters
  Score: Raw -65640.557346 + Penalty 2273.326245 = -63367.231100
  nChanged 64
		SP:Iteration 3F (40535.160000 sec): 3 clusters
  Score: Raw -65749.028571 + Penalty 2273.326245 = -63475.702325
  nChanged 52
		SP:Iteration 4Q (40535.320000 sec): 3 clusters
  Score: Raw -65848.842486 + Penalty 2273.326245 = -63575.516240
  nChanged 27
		SP:Iteration 5Q (40535.480000 sec): 3 clusters
  Score: Raw -65904.071373 + Penalty 2273.326245 = -63630.745128
  nChanged 22
		SP:Iteration 6Q (40535.640000 sec): 3 clusters
  Score: Raw -65933.292123 + Penalty 2273.326245 = -63659.965878
  nChanged 20
		SP:Iteration 7Q (40535.800000 sec): 3 clusters
  Score: Raw -65960.208009 + Penalty 2273.326245 = -63686.881763
  nChanged 19
		SP:Iteration 8Q (40535.960000 sec): 3 clusters
  Score: Raw -65992.421022 + Penalty 2273.326245 = -63719.094776
  nChanged 18
		SP:Iteration 9Q (40536.130000 sec): 3 clusters
  Score: Raw -66016.622721 + Penalty 2273.326245 = -63743.296476
  nChanged 16
		SP:Iteration 10Q (40536.300000 sec): 3 clusters
  Score: Raw -66033.803026 + Penalty 2273.326245 = -63760.476780
  nChanged 7
		SP:Iteration 11Q (40536.470000 sec): 3 clusters
  Score: Raw -66041.595854 + Penalty 2273.326245 = -63768.269608
  nChanged 9
		SP:Iteration 12Q (40536.640000 sec): 3 clusters
  Score: Raw -66049.287318 + Penalty 2273.326245 = -63775.961072
  nChanged 5
		SP:Iteration 13Q (40536.820000 sec): 3 clusters
  Score: Raw -66057.136354 + Penalty 2273.326245 = -63783.810109
  nChanged 5
		SP:Iteration 14Q (40536.990000 sec): 3 clusters
  Score: Raw -66063.637678 + Penalty 2273.326245 = -63790.311432
  nChanged 6
		SP:Iteration 15Q (40537.160000 sec): 3 clusters
  Score: Raw -66070.509296 + Penalty 2273.326245 = -63797.183051
  nChanged 4
		SP:Iteration 16Q (40537.340000 sec): 3 clusters
  Score: Raw -66079.557738 + Penalty 2273.326245 = -63806.231492
  nChanged 6
		SP:Iteration 17Q (40537.510000 sec): 3 clusters
  Score: Raw -66087.636757 + Penalty 2273.326245 = -63814.310511
  nChanged 5
		SP:Iteration 18Q (40537.680000 sec): 3 clusters
  Score: Raw -66094.541351 + Penalty 2273.326245 = -63821.215106
  nChanged 11
		SP:Iteration 19Q (40537.860000 sec): 3 clusters
  Score: Raw -66107.682736 + Penalty 2273.326245 = -63834.356491
  nChanged 6
		SP:Iteration 20F (40538.030000 sec): 3 clusters
  Score: Raw -66112.936929 + Penalty 2273.326245 = -63839.610684
  nChanged 6
		SP:Iteration 21Q (40538.210000 sec): 3 clusters
  Score: Raw -66117.699373 + Penalty 2273.326245 = -63844.373128
  nChanged 1
		SP:Iteration 22Q (40538.380000 sec): 3 clusters
  Score: Raw -66118.312968 + Penalty 2273.326245 = -63844.986722
  nChanged 0
		SP:Iteration 23F (40538.560000 sec): 3 clusters
  Score: Raw -66118.312968 + Penalty 2273.326245 = -63844.986722
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40538.650000 sec): 2 clusters
  Score: Raw -64689.454888 + Penalty 1086.655149 = -63602.799739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40538.820000 sec): 3 clusters
  Score: Raw -64493.244949 + Penalty 2173.310298 = -62319.934652
  nChanged 243
		SP:Iteration 1F (40539.000000 sec): 3 clusters
  Score: Raw -64824.140086 + Penalty 2173.310298 = -62650.829789
  nChanged 75
		SP:Iteration 2F (40539.180000 sec): 3 clusters
  Score: Raw -64951.152047 + Penalty 2173.310298 = -62777.841749
  nChanged 43
		SP:Iteration 3F (40539.350000 sec): 3 clusters
  Score: Raw -65018.065739 + Penalty 2173.310298 = -62844.755442
  nChanged 14
		SP:Iteration 4Q (40539.530000 sec): 3 clusters
  Score: Raw -65037.655262 + Penalty 2173.310298 = -62864.344964
  nChanged 18
		SP:Iteration 5Q (40539.700000 sec): 3 clusters
  Score: Raw -65068.401266 + Penalty 2173.310298 = -62895.090969
  nChanged 16
		SP:Iteration 6Q (40539.880000 sec): 3 clusters
  Score: Raw -65103.708231 + Penalty 2173.310298 = -62930.397933
  nChanged 13
		SP:Iteration 7Q (40540.050000 sec): 3 clusters
  Score: Raw -65125.499092 + Penalty 2173.310298 = -62952.188794
  nChanged 8
		SP:Iteration 8Q (40540.230000 sec): 3 clusters
  Score: Raw -65140.949962 + Penalty 2173.310298 = -62967.639664
  nChanged 12
		SP:Iteration 9Q (40540.400000 sec): 3 clusters
  Score: Raw -65159.801623 + Penalty 2173.310298 = -62986.491326
  nChanged 5
		SP:Iteration 10Q (40540.580000 sec): 3 clusters
  Score: Raw -65166.017356 + Penalty 2173.310298 = -62992.707058
  nChanged 6
		SP:Iteration 11Q (40540.760000 sec): 3 clusters
  Score: Raw -65175.737343 + Penalty 2173.310298 = -63002.427046
  nChanged 5
		SP:Iteration 12Q (40540.930000 sec): 3 clusters
  Score: Raw -65180.929451 + Penalty 2173.310298 = -63007.619153
  nChanged 3
		SP:Iteration 13Q (40541.110000 sec): 3 clusters
  Score: Raw -65184.609488 + Penalty 2173.310298 = -63011.299191
  nChanged 3
		SP:Iteration 14Q (40541.280000 sec): 3 clusters
  Score: Raw -65187.007104 + Penalty 2173.310298 = -63013.696807
  nChanged 1
		SP:Iteration 15Q (40541.460000 sec): 3 clusters
  Score: Raw -65188.204319 + Penalty 2173.310298 = -63014.894021
  nChanged 0
		SP:Iteration 16F (40541.640000 sec): 3 clusters
  Score: Raw -65188.204319 + Penalty 2173.310298 = -63014.894021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40541.700000 sec): 2 clusters
  Score: Raw -221917.822670 + Penalty 1302.866038 = -220614.956631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40541.860000 sec): 3 clusters
  Score: Raw -220464.543325 + Penalty 2605.732077 = -217858.811248
  nChanged 1177
		SP:Iteration 1F (40542.020000 sec): 3 clusters
  Score: Raw -221406.029993 + Penalty 2605.732077 = -218800.297916
  nChanged 317
		SP:Iteration 2F (40542.180000 sec): 3 clusters
  Score: Raw -221769.153013 + Penalty 2605.732077 = -219163.420936
  nChanged 246
		SP:Iteration 3F (40542.360000 sec): 3 clusters
  Score: Raw -222021.807506 + Penalty 2605.732077 = -219416.075429
  nChanged 161
		SP:Iteration 4F (40542.510000 sec): 3 clusters
  Score: Raw -222155.955944 + Penalty 2605.732077 = -219550.223867
  nChanged 112
		SP:Iteration 5Q (40542.690000 sec): 3 clusters
  Score: Raw -222242.856353 + Penalty 2605.732077 = -219637.124276
  nChanged 92
		SP:Iteration 6Q (40542.860000 sec): 3 clusters
  Score: Raw -222312.075724 + Penalty 2605.732077 = -219706.343647
  nChanged 75
		SP:Iteration 7Q (40543.040000 sec): 3 clusters
  Score: Raw -222365.313325 + Penalty 2605.732077 = -219759.581248
  nChanged 59
		SP:Iteration 8Q (40543.210000 sec): 3 clusters
  Score: Raw -222407.302578 + Penalty 2605.732077 = -219801.570501
  nChanged 55
		SP:Iteration 9Q (40543.380000 sec): 3 clusters
  Score: Raw -222441.693867 + Penalty 2605.732077 = -219835.961790
  nChanged 46
		SP:Iteration 10Q (40543.560000 sec): 3 clusters
  Score: Raw -222471.547663 + Penalty 2605.732077 = -219865.815586
  nChanged 52
		SP:Iteration 11Q (40543.730000 sec): 3 clusters
  Score: Raw -222503.812941 + Penalty 2605.732077 = -219898.080864
  nChanged 40
		SP:Iteration 12Q (40543.900000 sec): 3 clusters
  Score: Raw -222530.731652 + Penalty 2605.732077 = -219924.999575
  nChanged 34
		SP:Iteration 13Q (40544.080000 sec): 3 clusters
  Score: Raw -222562.414984 + Penalty 2605.732077 = -219956.682907
  nChanged 44
		SP:Iteration 14Q (40544.250000 sec): 3 clusters
  Score: Raw -222589.192431 + Penalty 2605.732077 = -219983.460354
  nChanged 40
		SP:Iteration 15Q (40544.430000 sec): 3 clusters
  Score: Raw -222609.136441 + Penalty 2605.732077 = -220003.404364
  nChanged 30
		SP:Iteration 16Q (40544.600000 sec): 3 clusters
  Score: Raw -222625.407041 + Penalty 2605.732077 = -220019.674964
  nChanged 22
		SP:Iteration 17Q (40544.770000 sec): 3 clusters
  Score: Raw -222639.315438 + Penalty 2605.732077 = -220033.583361
  nChanged 30
		SP:Iteration 18Q (40544.950000 sec): 3 clusters
  Score: Raw -222664.589819 + Penalty 2605.732077 = -220058.857743
  nChanged 28
		SP:Iteration 19Q (40545.120000 sec): 3 clusters
  Score: Raw -222692.566934 + Penalty 2605.732077 = -220086.834857
  nChanged 24
		SP:Iteration 20F (40545.290000 sec): 3 clusters
  Score: Raw -222707.838130 + Penalty 2605.732077 = -220102.106053
  nChanged 14
		SP:Iteration 21Q (40545.470000 sec): 3 clusters
  Score: Raw -222715.060943 + Penalty 2605.732077 = -220109.328866
  nChanged 7
		SP:Iteration 22Q (40545.640000 sec): 3 clusters
  Score: Raw -222718.234198 + Penalty 2605.732077 = -220112.502121
  nChanged 7
		SP:Iteration 23Q (40545.820000 sec): 3 clusters
  Score: Raw -222720.562844 + Penalty 2605.732077 = -220114.830767
  nChanged 8
		SP:Iteration 24Q (40545.990000 sec): 3 clusters
  Score: Raw -222722.468298 + Penalty 2605.732077 = -220116.736221
  nChanged 3
		SP:Iteration 25Q (40546.160000 sec): 3 clusters
  Score: Raw -222723.213972 + Penalty 2605.732077 = -220117.481895
  nChanged 2
		SP:Iteration 26Q (40546.340000 sec): 3 clusters
  Score: Raw -222723.876914 + Penalty 2605.732077 = -220118.144837
  nChanged 1
		SP:Iteration 27Q (40546.510000 sec): 3 clusters
  Score: Raw -222724.137361 + Penalty 2605.732077 = -220118.405284
  nChanged 1
		SP:Iteration 28Q (40546.690000 sec): 3 clusters
  Score: Raw -222724.290502 + Penalty 2605.732077 = -220118.558425
  nChanged 0
		SP:Iteration 29F (40546.860000 sec): 3 clusters
  Score: Raw -222724.290502 + Penalty 2605.732077 = -220118.558425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40547.170000 sec): 2 clusters
  Score: Raw -3011154.251310 + Penalty 1700.333202 = -3009453.918107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40547.600000 sec): 3 clusters
  Score: Raw -2989516.429878 + Penalty 3400.666404 = -2986115.763473
  nChanged 16077
		SP:Iteration 1F (40548.030000 sec): 3 clusters
  Score: Raw -2998502.654523 + Penalty 3400.666404 = -2995101.988119
  nChanged 1605
		SP:Iteration 2Q (40548.490000 sec): 3 clusters
  Score: Raw -2999097.552553 + Penalty 3400.666404 = -2995696.886149
  nChanged 1796
		SP:Iteration 3F (40548.950000 sec): 3 clusters
  Score: Raw -2999886.729292 + Penalty 3400.666404 = -2996486.062887
  nChanged 2066
		SP:Iteration 4F (40549.370000 sec): 3 clusters
  Score: Raw -3000987.986789 + Penalty 3400.666404 = -2997587.320385
  nChanged 2398
		SP:Iteration 5F (40549.790000 sec): 3 clusters
  Score: Raw -3002538.558639 + Penalty 3400.666404 = -2999137.892234
  nChanged 2561
		SP:Iteration 6F (40550.170000 sec): 3 clusters
  Score: Raw -3004472.659065 + Penalty 3400.666404 = -3001071.992660
  nChanged 2439
		SP:Iteration 7F (40550.560000 sec): 3 clusters
  Score: Raw -3006493.012790 + Penalty 3400.666404 = -3003092.346385
  nChanged 1986
		SP:Iteration 8F (40550.980000 sec): 3 clusters
  Score: Raw -3008202.975024 + Penalty 3400.666404 = -3004802.308619
  nChanged 1442
		SP:Iteration 9Q (40551.440000 sec): 3 clusters
  Score: Raw -3009439.862475 + Penalty 3400.666404 = -3006039.196071
  nChanged 971
		SP:Iteration 10Q (40551.860000 sec): 3 clusters
  Score: Raw -3010226.546366 + Penalty 3400.666404 = -3006825.879961
  nChanged 581
		SP:Iteration 11Q (40552.290000 sec): 3 clusters
  Score: Raw -3010695.421918 + Penalty 3400.666404 = -3007294.755513
  nChanged 343
		SP:Iteration 12Q (40552.680000 sec): 3 clusters
  Score: Raw -3010961.461713 + Penalty 3400.666404 = -3007560.795309
  nChanged 199
		SP:Iteration 13Q (40553.100000 sec): 3 clusters
  Score: Raw -3011114.341258 + Penalty 3400.666404 = -3007713.674853
  nChanged 129
		SP:Iteration 14Q (40553.470000 sec): 3 clusters
  Score: Raw -3011208.937389 + Penalty 3400.666404 = -3007808.270984
  nChanged 72
		SP:Iteration 15Q (40553.850000 sec): 3 clusters
  Score: Raw -3011253.607112 + Penalty 3400.666404 = -3007852.940708
  nChanged 44
		SP:Iteration 16Q (40554.210000 sec): 3 clusters
  Score: Raw -3011279.542782 + Penalty 3400.666404 = -3007878.876377
  nChanged 29
		SP:Iteration 17Q (40554.590000 sec): 3 clusters
  Score: Raw -3011295.711810 + Penalty 3400.666404 = -3007895.045405
  nChanged 20
		SP:Iteration 18Q (40555.030000 sec): 3 clusters
  Score: Raw -3011305.504118 + Penalty 3400.666404 = -3007904.837714
  nChanged 14
		SP:Iteration 19Q (40555.490000 sec): 3 clusters
  Score: Raw -3011313.204525 + Penalty 3400.666404 = -3007912.538120
  nChanged 10
		SP:Iteration 20F (40555.990000 sec): 3 clusters
  Score: Raw -3011317.621239 + Penalty 3400.666404 = -3007916.954834
  nChanged 12
		SP:Iteration 21Q (40556.420000 sec): 3 clusters
  Score: Raw -3011326.715214 + Penalty 3400.666404 = -3007926.048810
  nChanged 14
		SP:Iteration 22Q (40556.830000 sec): 3 clusters
  Score: Raw -3011338.838347 + Penalty 3400.666404 = -3007938.171942
  nChanged 17
		SP:Iteration 23Q (40557.220000 sec): 3 clusters
  Score: Raw -3011353.137716 + Penalty 3400.666404 = -3007952.471311
  nChanged 16
		SP:Iteration 24Q (40557.600000 sec): 3 clusters
  Score: Raw -3011367.209406 + Penalty 3400.666404 = -3007966.543002
  nChanged 10
		SP:Iteration 25Q (40557.990000 sec): 3 clusters
  Score: Raw -3011374.888487 + Penalty 3400.666404 = -3007974.222083
  nChanged 7
		SP:Iteration 26Q (40558.340000 sec): 3 clusters
  Score: Raw -3011380.045625 + Penalty 3400.666404 = -3007979.379220
  nChanged 7
		SP:Iteration 27Q (40558.700000 sec): 3 clusters
  Score: Raw -3011386.492404 + Penalty 3400.666404 = -3007985.825999
  nChanged 9
		SP:Iteration 28Q (40559.090000 sec): 3 clusters
  Score: Raw -3011392.964157 + Penalty 3400.666404 = -3007992.297753
  nChanged 8
		SP:Iteration 29Q (40559.520000 sec): 3 clusters
  Score: Raw -3011398.185534 + Penalty 3400.666404 = -3007997.519129
  nChanged 4
		SP:Iteration 30Q (40559.900000 sec): 3 clusters
  Score: Raw -3011401.994387 + Penalty 3400.666404 = -3008001.327982
  nChanged 3
		SP:Iteration 31Q (40560.260000 sec): 3 clusters
  Score: Raw -3011404.069920 + Penalty 3400.666404 = -3008003.403515
  nChanged 3
		SP:Iteration 32Q (40560.660000 sec): 3 clusters
  Score: Raw -3011405.755612 + Penalty 3400.666404 = -3008005.089207
  nChanged 1
		SP:Iteration 33Q (40561.040000 sec): 3 clusters
  Score: Raw -3011406.048836 + Penalty 3400.666404 = -3008005.382431
  nChanged 1
		SP:Iteration 34Q (40561.480000 sec): 3 clusters
  Score: Raw -3011407.326593 + Penalty 3400.666404 = -3008006.660188
  nChanged 3
		SP:Iteration 35Q (40561.840000 sec): 3 clusters
  Score: Raw -3011408.852421 + Penalty 3400.666404 = -3008008.186017
  nChanged 1
		SP:Iteration 36Q (40562.250000 sec): 3 clusters
  Score: Raw -3011409.290846 + Penalty 3400.666404 = -3008008.624442
  nChanged 0
		SP:Iteration 37F (40562.660000 sec): 3 clusters
  Score: Raw -3011409.290846 + Penalty 3400.666404 = -3008008.624442
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40562.730000 sec): 2 clusters
  Score: Raw -208613.896352 + Penalty 1306.990894 = -207306.905458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40562.890000 sec): 3 clusters
  Score: Raw -207177.900600 + Penalty 2613.981788 = -204563.918812
  nChanged 1156
		SP:Iteration 1F (40563.050000 sec): 3 clusters
  Score: Raw -207944.228519 + Penalty 2613.981788 = -205330.246731
  nChanged 256
		SP:Iteration 2F (40563.210000 sec): 3 clusters
  Score: Raw -208190.344609 + Penalty 2613.981788 = -205576.362822
  nChanged 235
		SP:Iteration 3F (40563.390000 sec): 3 clusters
  Score: Raw -208474.476066 + Penalty 2613.981788 = -205860.494278
  nChanged 202
		SP:Iteration 4F (40563.530000 sec): 3 clusters
  Score: Raw -208724.203453 + Penalty 2613.981788 = -206110.221666
  nChanged 181
		SP:Iteration 5F (40563.690000 sec): 3 clusters
  Score: Raw -208925.137756 + Penalty 2613.981788 = -206311.155968
  nChanged 134
		SP:Iteration 6Q (40563.870000 sec): 3 clusters
  Score: Raw -209078.773745 + Penalty 2613.981788 = -206464.791958
  nChanged 118
		SP:Iteration 7Q (40564.040000 sec): 3 clusters
  Score: Raw -209190.009828 + Penalty 2613.981788 = -206576.028040
  nChanged 101
		SP:Iteration 8Q (40564.220000 sec): 3 clusters
  Score: Raw -209281.811057 + Penalty 2613.981788 = -206667.829270
  nChanged 79
		SP:Iteration 9Q (40564.390000 sec): 3 clusters
  Score: Raw -209349.032489 + Penalty 2613.981788 = -206735.050702
  nChanged 57
		SP:Iteration 10Q (40564.570000 sec): 3 clusters
  Score: Raw -209397.699002 + Penalty 2613.981788 = -206783.717214
  nChanged 54
		SP:Iteration 11Q (40564.750000 sec): 3 clusters
  Score: Raw -209443.651835 + Penalty 2613.981788 = -206829.670047
  nChanged 55
		SP:Iteration 12Q (40564.920000 sec): 3 clusters
  Score: Raw -209486.190963 + Penalty 2613.981788 = -206872.209175
  nChanged 44
		SP:Iteration 13Q (40565.100000 sec): 3 clusters
  Score: Raw -209516.705861 + Penalty 2613.981788 = -206902.724073
  nChanged 34
		SP:Iteration 14Q (40565.270000 sec): 3 clusters
  Score: Raw -209536.601828 + Penalty 2613.981788 = -206922.620040
  nChanged 24
		SP:Iteration 15Q (40565.450000 sec): 3 clusters
  Score: Raw -209547.768050 + Penalty 2613.981788 = -206933.786262
  nChanged 16
		SP:Iteration 16Q (40565.630000 sec): 3 clusters
  Score: Raw -209555.179622 + Penalty 2613.981788 = -206941.197834
  nChanged 8
		SP:Iteration 17Q (40565.800000 sec): 3 clusters
  Score: Raw -209558.207454 + Penalty 2613.981788 = -206944.225666
  nChanged 10
		SP:Iteration 18Q (40565.970000 sec): 3 clusters
  Score: Raw -209561.702881 + Penalty 2613.981788 = -206947.721094
  nChanged 6
		SP:Iteration 19Q (40566.150000 sec): 3 clusters
  Score: Raw -209563.729589 + Penalty 2613.981788 = -206949.747802
  nChanged 2
		SP:Iteration 20F (40566.330000 sec): 3 clusters
  Score: Raw -209564.006303 + Penalty 2613.981788 = -206950.024516
  nChanged 2
		SP:Iteration 21Q (40566.500000 sec): 3 clusters
  Score: Raw -209565.496153 + Penalty 2613.981788 = -206951.514365
  nChanged 8
		SP:Iteration 22Q (40566.680000 sec): 3 clusters
  Score: Raw -209571.056932 + Penalty 2613.981788 = -206957.075145
  nChanged 11
		SP:Iteration 23Q (40566.850000 sec): 3 clusters
  Score: Raw -209575.284750 + Penalty 2613.981788 = -206961.302962
  nChanged 7
		SP:Iteration 24Q (40567.030000 sec): 3 clusters
  Score: Raw -209578.379466 + Penalty 2613.981788 = -206964.397678
  nChanged 4
		SP:Iteration 25Q (40567.210000 sec): 3 clusters
  Score: Raw -209579.842368 + Penalty 2613.981788 = -206965.860580
  nChanged 4
		SP:Iteration 26Q (40567.380000 sec): 3 clusters
  Score: Raw -209581.580777 + Penalty 2613.981788 = -206967.598990
  nChanged 5
		SP:Iteration 27Q (40567.560000 sec): 3 clusters
  Score: Raw -209583.140794 + Penalty 2613.981788 = -206969.159006
  nChanged 5
		SP:Iteration 28Q (40567.730000 sec): 3 clusters
  Score: Raw -209584.261968 + Penalty 2613.981788 = -206970.280181
  nChanged 5
		SP:Iteration 29Q (40567.910000 sec): 3 clusters
  Score: Raw -209586.213388 + Penalty 2613.981788 = -206972.231600
  nChanged 3
		SP:Iteration 30Q (40568.090000 sec): 3 clusters
  Score: Raw -209588.384636 + Penalty 2613.981788 = -206974.402849
  nChanged 4
		SP:Iteration 31Q (40568.260000 sec): 3 clusters
  Score: Raw -209589.390125 + Penalty 2613.981788 = -206975.408337
  nChanged 1
		SP:Iteration 32Q (40568.440000 sec): 3 clusters
  Score: Raw -209589.616099 + Penalty 2613.981788 = -206975.634311
  nChanged 1
		SP:Iteration 33Q (40568.610000 sec): 3 clusters
  Score: Raw -209589.722866 + Penalty 2613.981788 = -206975.741078
  nChanged 0
		SP:Iteration 34F (40568.790000 sec): 3 clusters
  Score: Raw -209589.722866 + Penalty 2613.981788 = -206975.741078
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40568.890000 sec): 2 clusters
  Score: Raw -421713.452317 + Penalty 1397.540096 = -420315.912220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40569.110000 sec): 3 clusters
  Score: Raw -418885.292055 + Penalty 2795.080193 = -416090.211862
  nChanged 2255
		SP:Iteration 1F (40569.240000 sec): 3 clusters
  Score: Raw -420165.969416 + Penalty 2795.080193 = -417370.889223
  nChanged 391
		SP:Iteration 2F (40569.400000 sec): 3 clusters
  Score: Raw -420383.265083 + Penalty 2795.080193 = -417588.184890
  nChanged 300
		SP:Iteration 3F (40569.560000 sec): 3 clusters
  Score: Raw -420541.057634 + Penalty 2795.080193 = -417745.977441
  nChanged 229
		SP:Iteration 4Q (40569.710000 sec): 3 clusters
  Score: Raw -420653.251998 + Penalty 2795.080193 = -417858.171806
  nChanged 188
		SP:Iteration 5Q (40569.870000 sec): 3 clusters
  Score: Raw -420730.714674 + Penalty 2795.080193 = -417935.634481
  nChanged 157
		SP:Iteration 6Q (40570.030000 sec): 3 clusters
  Score: Raw -420797.127371 + Penalty 2795.080193 = -418002.047178
  nChanged 144
		SP:Iteration 7Q (40570.180000 sec): 3 clusters
  Score: Raw -420855.234686 + Penalty 2795.080193 = -418060.154494
  nChanged 143
		SP:Iteration 8Q (40570.340000 sec): 3 clusters
  Score: Raw -420919.572272 + Penalty 2795.080193 = -418124.492080
  nChanged 137
		SP:Iteration 9Q (40570.490000 sec): 3 clusters
  Score: Raw -420984.374466 + Penalty 2795.080193 = -418189.294273
  nChanged 137
		SP:Iteration 10Q (40570.650000 sec): 3 clusters
  Score: Raw -421040.287037 + Penalty 2795.080193 = -418245.206845
  nChanged 126
		SP:Iteration 11Q (40570.810000 sec): 3 clusters
  Score: Raw -421101.117581 + Penalty 2795.080193 = -418306.037388
  nChanged 129
		SP:Iteration 12Q (40570.960000 sec): 3 clusters
  Score: Raw -421159.007326 + Penalty 2795.080193 = -418363.927134
  nChanged 118
		SP:Iteration 13Q (40571.120000 sec): 3 clusters
  Score: Raw -421211.109171 + Penalty 2795.080193 = -418416.028978
  nChanged 111
		SP:Iteration 14Q (40571.270000 sec): 3 clusters
  Score: Raw -421264.127682 + Penalty 2795.080193 = -418469.047490
  nChanged 107
		SP:Iteration 15Q (40571.430000 sec): 3 clusters
  Score: Raw -421309.009384 + Penalty 2795.080193 = -418513.929191
  nChanged 79
		SP:Iteration 16Q (40571.590000 sec): 3 clusters
  Score: Raw -421335.156065 + Penalty 2795.080193 = -418540.075872
  nChanged 71
		SP:Iteration 17Q (40571.750000 sec): 3 clusters
  Score: Raw -421358.131366 + Penalty 2795.080193 = -418563.051173
  nChanged 50
		SP:Iteration 18Q (40571.900000 sec): 3 clusters
  Score: Raw -421373.038110 + Penalty 2795.080193 = -418577.957917
  nChanged 39
		SP:Iteration 19Q (40572.060000 sec): 3 clusters
  Score: Raw -421385.608376 + Penalty 2795.080193 = -418590.528184
  nChanged 47
		SP:Iteration 20F (40572.210000 sec): 3 clusters
  Score: Raw -421402.621092 + Penalty 2795.080193 = -418607.540900
  nChanged 51
		SP:Iteration 21Q (40572.370000 sec): 3 clusters
  Score: Raw -421426.108598 + Penalty 2795.080193 = -418631.028405
  nChanged 57
		SP:Iteration 22Q (40572.530000 sec): 3 clusters
  Score: Raw -421445.506012 + Penalty 2795.080193 = -418650.425819
  nChanged 47
		SP:Iteration 23Q (40572.680000 sec): 3 clusters
  Score: Raw -421462.228735 + Penalty 2795.080193 = -418667.148542
  nChanged 40
		SP:Iteration 24Q (40572.840000 sec): 3 clusters
  Score: Raw -421475.777801 + Penalty 2795.080193 = -418680.697608
  nChanged 41
		SP:Iteration 25Q (40573.010000 sec): 3 clusters
  Score: Raw -421486.467815 + Penalty 2795.080193 = -418691.387622
  nChanged 32
		SP:Iteration 26Q (40573.210000 sec): 3 clusters
  Score: Raw -421494.503039 + Penalty 2795.080193 = -418699.422847
  nChanged 35
		SP:Iteration 27Q (40573.380000 sec): 3 clusters
  Score: Raw -421503.241251 + Penalty 2795.080193 = -418708.161058
  nChanged 24
		SP:Iteration 28Q (40573.540000 sec): 3 clusters
  Score: Raw -421510.921968 + Penalty 2795.080193 = -418715.841775
  nChanged 38
		SP:Iteration 29Q (40573.710000 sec): 3 clusters
  Score: Raw -421519.499747 + Penalty 2795.080193 = -418724.419554
  nChanged 31
		SP:Iteration 30Q (40573.890000 sec): 3 clusters
  Score: Raw -421527.447066 + Penalty 2795.080193 = -418732.366874
  nChanged 36
		SP:Iteration 31Q (40574.060000 sec): 3 clusters
  Score: Raw -421538.060892 + Penalty 2795.080193 = -418742.980699
  nChanged 46
		SP:Iteration 32Q (40574.220000 sec): 3 clusters
  Score: Raw -421554.417196 + Penalty 2795.080193 = -418759.337003
  nChanged 48
		SP:Iteration 33Q (40574.370000 sec): 3 clusters
  Score: Raw -421572.454706 + Penalty 2795.080193 = -418777.374513
  nChanged 63
		SP:Iteration 34Q (40574.530000 sec): 3 clusters
  Score: Raw -421600.946568 + Penalty 2795.080193 = -418805.866376
  nChanged 65
		SP:Iteration 35Q (40574.710000 sec): 3 clusters
  Score: Raw -421629.596596 + Penalty 2795.080193 = -418834.516403
  nChanged 63
		SP:Iteration 36Q (40574.870000 sec): 3 clusters
  Score: Raw -421651.338016 + Penalty 2795.080193 = -418856.257823
  nChanged 64
		SP:Iteration 37Q (40575.050000 sec): 3 clusters
  Score: Raw -421676.022427 + Penalty 2795.080193 = -418880.942234
  nChanged 60
		SP:Iteration 38Q (40575.210000 sec): 3 clusters
  Score: Raw -421699.470829 + Penalty 2795.080193 = -418904.390636
  nChanged 60
		SP:Iteration 39Q (40575.380000 sec): 3 clusters
  Score: Raw -421723.762386 + Penalty 2795.080193 = -418928.682193
  nChanged 61
		SP:Iteration 40F (40575.550000 sec): 3 clusters
  Score: Raw -421746.272205 + Penalty 2795.080193 = -418951.192013
  nChanged 53
		SP:Iteration 41Q (40575.750000 sec): 3 clusters
  Score: Raw -421766.216748 + Penalty 2795.080193 = -418971.136556
  nChanged 49
		SP:Iteration 42Q (40575.910000 sec): 3 clusters
  Score: Raw -421784.437725 + Penalty 2795.080193 = -418989.357532
  nChanged 50
		SP:Iteration 43Q (40576.090000 sec): 3 clusters
  Score: Raw -421803.202083 + Penalty 2795.080193 = -419008.121891
  nChanged 50
		SP:Iteration 44Q (40576.270000 sec): 3 clusters
  Score: Raw -421824.792363 + Penalty 2795.080193 = -419029.712170
  nChanged 58
		SP:Iteration 45Q (40576.450000 sec): 3 clusters
  Score: Raw -421850.539241 + Penalty 2795.080193 = -419055.459049
  nChanged 50
		SP:Iteration 46Q (40576.610000 sec): 3 clusters
  Score: Raw -421866.894654 + Penalty 2795.080193 = -419071.814462
  nChanged 39
		SP:Iteration 47Q (40576.760000 sec): 3 clusters
  Score: Raw -421879.368574 + Penalty 2795.080193 = -419084.288381
  nChanged 38
		SP:Iteration 48Q (40576.910000 sec): 3 clusters
  Score: Raw -421894.745280 + Penalty 2795.080193 = -419099.665087
  nChanged 41
		SP:Iteration 49Q (40577.070000 sec): 3 clusters
  Score: Raw -421911.697867 + Penalty 2795.080193 = -419116.617675
  nChanged 49
		SP:Iteration 50Q (40577.240000 sec): 3 clusters
  Score: Raw -421932.330260 + Penalty 2795.080193 = -419137.250067
  nChanged 42
		SP:Iteration 51Q (40577.410000 sec): 3 clusters
  Score: Raw -421952.908251 + Penalty 2795.080193 = -419157.828058
  nChanged 48
		SP:Iteration 52Q (40577.590000 sec): 3 clusters
  Score: Raw -421971.400370 + Penalty 2795.080193 = -419176.320178
  nChanged 35
		SP:Iteration 53Q (40577.760000 sec): 3 clusters
  Score: Raw -421982.791794 + Penalty 2795.080193 = -419187.711602
  nChanged 35
		SP:Iteration 54Q (40577.930000 sec): 3 clusters
  Score: Raw -421995.805810 + Penalty 2795.080193 = -419200.725617
  nChanged 36
		SP:Iteration 55Q (40578.130000 sec): 3 clusters
  Score: Raw -422012.137229 + Penalty 2795.080193 = -419217.057037
  nChanged 43
		SP:Iteration 56Q (40578.290000 sec): 3 clusters
  Score: Raw -422032.889435 + Penalty 2795.080193 = -419237.809243
  nChanged 48
		SP:Iteration 57Q (40578.460000 sec): 3 clusters
  Score: Raw -422052.961135 + Penalty 2795.080193 = -419257.880942
  nChanged 43
		SP:Iteration 58Q (40578.620000 sec): 3 clusters
  Score: Raw -422068.282330 + Penalty 2795.080193 = -419273.202138
  nChanged 35
		SP:Iteration 59Q (40578.800000 sec): 3 clusters
  Score: Raw -422079.384468 + Penalty 2795.080193 = -419284.304276
  nChanged 27
		SP:Iteration 60F (40578.960000 sec): 3 clusters
  Score: Raw -422087.955579 + Penalty 2795.080193 = -419292.875386
  nChanged 27
		SP:Iteration 61Q (40579.090000 sec): 3 clusters
  Score: Raw -422097.061261 + Penalty 2795.080193 = -419301.981068
  nChanged 25
		SP:Iteration 62Q (40579.250000 sec): 3 clusters
  Score: Raw -422104.465904 + Penalty 2795.080193 = -419309.385712
  nChanged 17
		SP:Iteration 63Q (40579.430000 sec): 3 clusters
  Score: Raw -422108.358403 + Penalty 2795.080193 = -419313.278210
  nChanged 12
		SP:Iteration 64Q (40579.600000 sec): 3 clusters
  Score: Raw -422109.743771 + Penalty 2795.080193 = -419314.663578
  nChanged 6
		SP:Iteration 65Q (40579.800000 sec): 3 clusters
  Score: Raw -422110.738607 + Penalty 2795.080193 = -419315.658414
  nChanged 7
		SP:Iteration 66Q (40579.960000 sec): 3 clusters
  Score: Raw -422112.419621 + Penalty 2795.080193 = -419317.339429
  nChanged 3
		SP:Iteration 67Q (40580.100000 sec): 3 clusters
  Score: Raw -422113.096616 + Penalty 2795.080193 = -419318.016424
  nChanged 4
		SP:Iteration 68Q (40580.250000 sec): 3 clusters
  Score: Raw -422114.318887 + Penalty 2795.080193 = -419319.238694
  nChanged 7
		SP:Iteration 69Q (40580.410000 sec): 3 clusters
  Score: Raw -422115.842392 + Penalty 2795.080193 = -419320.762199
  nChanged 8
		SP:Iteration 70Q (40580.570000 sec): 3 clusters
  Score: Raw -422117.220800 + Penalty 2795.080193 = -419322.140607
  nChanged 6
		SP:Iteration 71Q (40580.720000 sec): 3 clusters
  Score: Raw -422118.174513 + Penalty 2795.080193 = -419323.094321
  nChanged 4
		SP:Iteration 72Q (40580.880000 sec): 3 clusters
  Score: Raw -422118.695460 + Penalty 2795.080193 = -419323.615267
  nChanged 1
		SP:Iteration 73Q (40581.040000 sec): 3 clusters
  Score: Raw -422118.856809 + Penalty 2795.080193 = -419323.776617
  nChanged 4
		SP:Iteration 74Q (40581.190000 sec): 3 clusters
  Score: Raw -422119.622616 + Penalty 2795.080193 = -419324.542423
  nChanged 6
		SP:Iteration 75Q (40581.350000 sec): 3 clusters
  Score: Raw -422121.371963 + Penalty 2795.080193 = -419326.291770
  nChanged 12
		SP:Iteration 76Q (40581.510000 sec): 3 clusters
  Score: Raw -422123.941593 + Penalty 2795.080193 = -419328.861400
  nChanged 8
		SP:Iteration 77Q (40581.660000 sec): 3 clusters
  Score: Raw -422125.887226 + Penalty 2795.080193 = -419330.807033
  nChanged 6
		SP:Iteration 78Q (40581.820000 sec): 3 clusters
  Score: Raw -422126.766582 + Penalty 2795.080193 = -419331.686389
  nChanged 8
		SP:Iteration 79Q (40581.970000 sec): 3 clusters
  Score: Raw -422128.117701 + Penalty 2795.080193 = -419333.037508
  nChanged 8
		SP:Iteration 80F (40582.130000 sec): 3 clusters
  Score: Raw -422129.434764 + Penalty 2795.080193 = -419334.354572
  nChanged 6
		SP:Iteration 81Q (40582.290000 sec): 3 clusters
  Score: Raw -422130.225147 + Penalty 2795.080193 = -419335.144954
  nChanged 4
		SP:Iteration 82Q (40582.450000 sec): 3 clusters
  Score: Raw -422130.753602 + Penalty 2795.080193 = -419335.673410
  nChanged 3
		SP:Iteration 83Q (40582.600000 sec): 3 clusters
  Score: Raw -422131.573015 + Penalty 2795.080193 = -419336.492822
  nChanged 5
		SP:Iteration 84Q (40582.760000 sec): 3 clusters
  Score: Raw -422132.476750 + Penalty 2795.080193 = -419337.396557
  nChanged 4
		SP:Iteration 85Q (40582.920000 sec): 3 clusters
  Score: Raw -422133.125695 + Penalty 2795.080193 = -419338.045502
  nChanged 5
		SP:Iteration 86Q (40583.080000 sec): 3 clusters
  Score: Raw -422134.146352 + Penalty 2795.080193 = -419339.066160
  nChanged 7
		SP:Iteration 87Q (40583.230000 sec): 3 clusters
  Score: Raw -422135.694283 + Penalty 2795.080193 = -419340.614091
  nChanged 7
		SP:Iteration 88Q (40583.390000 sec): 3 clusters
  Score: Raw -422136.774463 + Penalty 2795.080193 = -419341.694270
  nChanged 6
		SP:Iteration 89Q (40583.550000 sec): 3 clusters
  Score: Raw -422137.611436 + Penalty 2795.080193 = -419342.531244
  nChanged 3
		SP:Iteration 90Q (40583.730000 sec): 3 clusters
  Score: Raw -422137.855063 + Penalty 2795.080193 = -419342.774871
  nChanged 0
		SP:Iteration 91F (40583.920000 sec): 3 clusters
  Score: Raw -422137.855063 + Penalty 2795.080193 = -419342.774871
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40584.030000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40584.200000 sec): 3 clusters
  Score: Raw -258820.495883 + Penalty 2629.480333 = -256191.015551
  nChanged 1211
		SP:Iteration 1F (40584.380000 sec): 3 clusters
  Score: Raw -259504.537383 + Penalty 2629.480333 = -256875.057051
  nChanged 247
		SP:Iteration 2F (40584.550000 sec): 3 clusters
  Score: Raw -259655.580479 + Penalty 2629.480333 = -257026.100147
  nChanged 190
		SP:Iteration 3F (40584.730000 sec): 3 clusters
  Score: Raw -259776.648393 + Penalty 2629.480333 = -257147.168060
  nChanged 147
		SP:Iteration 4Q (40584.910000 sec): 3 clusters
  Score: Raw -259860.084104 + Penalty 2629.480333 = -257230.603771
  nChanged 117
		SP:Iteration 5Q (40585.080000 sec): 3 clusters
  Score: Raw -259933.598673 + Penalty 2629.480333 = -257304.118340
  nChanged 108
		SP:Iteration 6Q (40585.260000 sec): 3 clusters
  Score: Raw -259997.693179 + Penalty 2629.480333 = -257368.212846
  nChanged 99
		SP:Iteration 7Q (40585.430000 sec): 3 clusters
  Score: Raw -260056.582897 + Penalty 2629.480333 = -257427.102564
  nChanged 92
		SP:Iteration 8Q (40585.610000 sec): 3 clusters
  Score: Raw -260105.587707 + Penalty 2629.480333 = -257476.107374
  nChanged 86
		SP:Iteration 9Q (40585.790000 sec): 3 clusters
  Score: Raw -260156.052126 + Penalty 2629.480333 = -257526.571794
  nChanged 92
		SP:Iteration 10Q (40585.960000 sec): 3 clusters
  Score: Raw -260213.992401 + Penalty 2629.480333 = -257584.512068
  nChanged 81
		SP:Iteration 11Q (40586.140000 sec): 3 clusters
  Score: Raw -260265.122800 + Penalty 2629.480333 = -257635.642467
  nChanged 82
		SP:Iteration 12Q (40586.310000 sec): 3 clusters
  Score: Raw -260315.791109 + Penalty 2629.480333 = -257686.310776
  nChanged 90
		SP:Iteration 13Q (40586.490000 sec): 3 clusters
  Score: Raw -260370.345970 + Penalty 2629.480333 = -257740.865637
  nChanged 85
		SP:Iteration 14Q (40586.670000 sec): 3 clusters
  Score: Raw -260423.199186 + Penalty 2629.480333 = -257793.718853
  nChanged 68
		SP:Iteration 15Q (40586.840000 sec): 3 clusters
  Score: Raw -260465.907665 + Penalty 2629.480333 = -257836.427332
  nChanged 64
		SP:Iteration 16Q (40587.020000 sec): 3 clusters
  Score: Raw -260507.141450 + Penalty 2629.480333 = -257877.661118
  nChanged 54
		SP:Iteration 17Q (40587.190000 sec): 3 clusters
  Score: Raw -260540.238693 + Penalty 2629.480333 = -257910.758360
  nChanged 41
		SP:Iteration 18Q (40587.370000 sec): 3 clusters
  Score: Raw -260564.550487 + Penalty 2629.480333 = -257935.070154
  nChanged 26
		SP:Iteration 19Q (40587.550000 sec): 3 clusters
  Score: Raw -260581.770616 + Penalty 2629.480333 = -257952.290283
  nChanged 30
		SP:Iteration 20F (40587.720000 sec): 3 clusters
  Score: Raw -260601.200841 + Penalty 2629.480333 = -257971.720509
  nChanged 24
		SP:Iteration 21Q (40587.900000 sec): 3 clusters
  Score: Raw -260614.694657 + Penalty 2629.480333 = -257985.214325
  nChanged 13
		SP:Iteration 22Q (40588.070000 sec): 3 clusters
  Score: Raw -260620.686667 + Penalty 2629.480333 = -257991.206334
  nChanged 10
		SP:Iteration 23Q (40588.250000 sec): 3 clusters
  Score: Raw -260625.711555 + Penalty 2629.480333 = -257996.231222
  nChanged 3
		SP:Iteration 24Q (40588.430000 sec): 3 clusters
  Score: Raw -260626.352881 + Penalty 2629.480333 = -257996.872548
  nChanged 1
		SP:Iteration 25Q (40588.600000 sec): 3 clusters
  Score: Raw -260626.766070 + Penalty 2629.480333 = -257997.285737
  nChanged 1
		SP:Iteration 26Q (40588.770000 sec): 3 clusters
  Score: Raw -260626.958097 + Penalty 2629.480333 = -257997.477765
  nChanged 2
		SP:Iteration 27Q (40588.950000 sec): 3 clusters
  Score: Raw -260627.351928 + Penalty 2629.480333 = -257997.871595
  nChanged 2
		SP:Iteration 28Q (40589.130000 sec): 3 clusters
  Score: Raw -260628.950191 + Penalty 2629.480333 = -257999.469859
  nChanged 1
		SP:Iteration 29Q (40589.300000 sec): 3 clusters
  Score: Raw -260629.814825 + Penalty 2629.480333 = -258000.334492
  nChanged 2
		SP:Iteration 30Q (40589.480000 sec): 3 clusters
  Score: Raw -260631.781127 + Penalty 2629.480333 = -258002.300794
  nChanged 2
		SP:Iteration 31Q (40589.650000 sec): 3 clusters
  Score: Raw -260633.453731 + Penalty 2629.480333 = -258003.973398
  nChanged 1
		SP:Iteration 32Q (40589.830000 sec): 3 clusters
  Score: Raw -260633.819413 + Penalty 2629.480333 = -258004.339081
  nChanged 1
		SP:Iteration 33Q (40590.010000 sec): 3 clusters
  Score: Raw -260635.423417 + Penalty 2629.480333 = -258005.943084
  nChanged 3
		SP:Iteration 34Q (40590.180000 sec): 3 clusters
  Score: Raw -260637.190684 + Penalty 2629.480333 = -258007.710351
  nChanged 0
		SP:Iteration 35F (40590.350000 sec): 3 clusters
  Score: Raw -260637.190684 + Penalty 2629.480333 = -258007.710351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40590.420000 sec): 2 clusters
  Score: Raw -233034.721843 + Penalty 1290.922342 = -231743.799501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40590.600000 sec): 3 clusters
  Score: Raw -231722.414447 + Penalty 2581.844685 = -229140.569763
  nChanged 1087
		SP:Iteration 1F (40590.770000 sec): 3 clusters
  Score: Raw -232417.173504 + Penalty 2581.844685 = -229835.328819
  nChanged 258
		SP:Iteration 2F (40590.950000 sec): 3 clusters
  Score: Raw -232628.815337 + Penalty 2581.844685 = -230046.970653
  nChanged 187
		SP:Iteration 3F (40591.130000 sec): 3 clusters
  Score: Raw -232776.608463 + Penalty 2581.844685 = -230194.763779
  nChanged 123
		SP:Iteration 4Q (40591.300000 sec): 3 clusters
  Score: Raw -232883.918854 + Penalty 2581.844685 = -230302.074170
  nChanged 117
		SP:Iteration 5Q (40591.480000 sec): 3 clusters
  Score: Raw -232968.876703 + Penalty 2581.844685 = -230387.032018
  nChanged 107
		SP:Iteration 6Q (40591.650000 sec): 3 clusters
  Score: Raw -233067.319877 + Penalty 2581.844685 = -230485.475193
  nChanged 111
		SP:Iteration 7Q (40591.830000 sec): 3 clusters
  Score: Raw -233168.384512 + Penalty 2581.844685 = -230586.539827
  nChanged 108
		SP:Iteration 8Q (40592.010000 sec): 3 clusters
  Score: Raw -233248.589302 + Penalty 2581.844685 = -230666.744617
  nChanged 90
		SP:Iteration 9Q (40592.180000 sec): 3 clusters
  Score: Raw -233311.344248 + Penalty 2581.844685 = -230729.499564
  nChanged 62
		SP:Iteration 10Q (40592.360000 sec): 3 clusters
  Score: Raw -233345.498420 + Penalty 2581.844685 = -230763.653735
  nChanged 46
		SP:Iteration 11Q (40592.530000 sec): 3 clusters
  Score: Raw -233366.847588 + Penalty 2581.844685 = -230785.002903
  nChanged 30
		SP:Iteration 12Q (40592.710000 sec): 3 clusters
  Score: Raw -233384.369909 + Penalty 2581.844685 = -230802.525224
  nChanged 27
		SP:Iteration 13Q (40592.890000 sec): 3 clusters
  Score: Raw -233400.652862 + Penalty 2581.844685 = -230818.808177
  nChanged 25
		SP:Iteration 14Q (40593.060000 sec): 3 clusters
  Score: Raw -233413.725856 + Penalty 2581.844685 = -230831.881171
  nChanged 25
		SP:Iteration 15Q (40593.240000 sec): 3 clusters
  Score: Raw -233425.404806 + Penalty 2581.844685 = -230843.560121
  nChanged 20
		SP:Iteration 16Q (40593.410000 sec): 3 clusters
  Score: Raw -233433.013797 + Penalty 2581.844685 = -230851.169113
  nChanged 11
		SP:Iteration 17Q (40593.590000 sec): 3 clusters
  Score: Raw -233435.608560 + Penalty 2581.844685 = -230853.763875
  nChanged 6
		SP:Iteration 18Q (40593.770000 sec): 3 clusters
  Score: Raw -233437.267290 + Penalty 2581.844685 = -230855.422605
  nChanged 7
		SP:Iteration 19Q (40593.940000 sec): 3 clusters
  Score: Raw -233439.396565 + Penalty 2581.844685 = -230857.551880
  nChanged 5
		SP:Iteration 20F (40594.120000 sec): 3 clusters
  Score: Raw -233441.629750 + Penalty 2581.844685 = -230859.785065
  nChanged 8
		SP:Iteration 21Q (40594.290000 sec): 3 clusters
  Score: Raw -233444.115501 + Penalty 2581.844685 = -230862.270816
  nChanged 5
		SP:Iteration 22Q (40594.470000 sec): 3 clusters
  Score: Raw -233445.152237 + Penalty 2581.844685 = -230863.307553
  nChanged 1
		SP:Iteration 23Q (40594.650000 sec): 3 clusters
  Score: Raw -233445.408057 + Penalty 2581.844685 = -230863.563373
  nChanged 2
		SP:Iteration 24Q (40594.820000 sec): 3 clusters
  Score: Raw -233446.050104 + Penalty 2581.844685 = -230864.205420
  nChanged 3
		SP:Iteration 25Q (40595.000000 sec): 3 clusters
  Score: Raw -233446.694639 + Penalty 2581.844685 = -230864.849955
  nChanged 1
		SP:Iteration 26Q (40595.180000 sec): 3 clusters
  Score: Raw -233447.216912 + Penalty 2581.844685 = -230865.372227
  nChanged 2
		SP:Iteration 27Q (40595.350000 sec): 3 clusters
  Score: Raw -233448.072294 + Penalty 2581.844685 = -230866.227610
  nChanged 0
		SP:Iteration 28F (40595.520000 sec): 3 clusters
  Score: Raw -233448.072294 + Penalty 2581.844685 = -230866.227610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40595.610000 sec): 2 clusters
  Score: Raw -43879.229198 + Penalty 1030.021538 = -42849.207660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40595.790000 sec): 3 clusters
  Score: Raw -43814.832115 + Penalty 2060.043075 = -41754.789040
  nChanged 149
		SP:Iteration 1F (40595.960000 sec): 3 clusters
  Score: Raw -44044.113326 + Penalty 2060.043075 = -41984.070251
  nChanged 49
		SP:Iteration 2F (40596.140000 sec): 3 clusters
  Score: Raw -44162.130777 + Penalty 2060.043075 = -42102.087702
  nChanged 33
		SP:Iteration 3F (40596.320000 sec): 3 clusters
  Score: Raw -44241.475516 + Penalty 2060.043075 = -42181.432440
  nChanged 29
		SP:Iteration 4F (40596.490000 sec): 3 clusters
  Score: Raw -44329.428661 + Penalty 2060.043075 = -42269.385585
  nChanged 32
		SP:Iteration 5F (40596.670000 sec): 3 clusters
  Score: Raw -44545.817751 + Penalty 2060.043075 = -42485.774676
  nChanged 21
		SP:Iteration 6Q (40596.840000 sec): 3 clusters
  Score: Raw -44788.678237 + Penalty 2060.043075 = -42728.635162
  nChanged 21
		SP:Iteration 7Q (40597.020000 sec): 3 clusters
  Score: Raw -44824.406256 + Penalty 2060.043075 = -42764.363180
  nChanged 6
		SP:Iteration 8Q (40597.200000 sec): 3 clusters
  Score: Raw -44836.684299 + Penalty 2060.043075 = -42776.641224
  nChanged 4
		SP:Iteration 9Q (40597.370000 sec): 3 clusters
  Score: Raw -44847.822820 + Penalty 2060.043075 = -42787.779745
  nChanged 2
		SP:Iteration 10Q (40597.550000 sec): 3 clusters
  Score: Raw -44854.232957 + Penalty 2060.043075 = -42794.189882
  nChanged 0
		SP:Iteration 11F (40597.720000 sec): 3 clusters
  Score: Raw -44854.232957 + Penalty 2060.043075 = -42794.189882
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40597.830000 sec): 2 clusters
  Score: Raw -227419.963932 + Penalty 1316.670294 = -226103.293638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40598.000000 sec): 3 clusters
  Score: Raw -225838.139984 + Penalty 2633.340588 = -223204.799395
  nChanged 1298
		SP:Iteration 1F (40598.180000 sec): 3 clusters
  Score: Raw -226759.751375 + Penalty 2633.340588 = -224126.410787
  nChanged 378
		SP:Iteration 2F (40598.360000 sec): 3 clusters
  Score: Raw -227117.259217 + Penalty 2633.340588 = -224483.918629
  nChanged 256
		SP:Iteration 3F (40598.530000 sec): 3 clusters
  Score: Raw -227406.315910 + Penalty 2633.340588 = -224772.975322
  nChanged 215
		SP:Iteration 4F (40598.710000 sec): 3 clusters
  Score: Raw -227638.485434 + Penalty 2633.340588 = -225005.144846
  nChanged 206
		SP:Iteration 5F (40598.880000 sec): 3 clusters
  Score: Raw -227856.875212 + Penalty 2633.340588 = -225223.534624
  nChanged 162
		SP:Iteration 6Q (40599.060000 sec): 3 clusters
  Score: Raw -228011.024316 + Penalty 2633.340588 = -225377.683728
  nChanged 125
		SP:Iteration 7Q (40599.230000 sec): 3 clusters
  Score: Raw -228099.248113 + Penalty 2633.340588 = -225465.907524
  nChanged 67
		SP:Iteration 8Q (40599.410000 sec): 3 clusters
  Score: Raw -228129.443426 + Penalty 2633.340588 = -225496.102838
  nChanged 26
		SP:Iteration 9Q (40599.580000 sec): 3 clusters
  Score: Raw -228142.111245 + Penalty 2633.340588 = -225508.770657
  nChanged 25
		SP:Iteration 10Q (40599.760000 sec): 3 clusters
  Score: Raw -228153.370109 + Penalty 2633.340588 = -225520.029520
  nChanged 14
		SP:Iteration 11Q (40599.940000 sec): 3 clusters
  Score: Raw -228157.601818 + Penalty 2633.340588 = -225524.261229
  nChanged 11
		SP:Iteration 12Q (40600.110000 sec): 3 clusters
  Score: Raw -228159.916280 + Penalty 2633.340588 = -225526.575692
  nChanged 8
		SP:Iteration 13Q (40600.290000 sec): 3 clusters
  Score: Raw -228163.426051 + Penalty 2633.340588 = -225530.085463
  nChanged 8
		SP:Iteration 14Q (40600.460000 sec): 3 clusters
  Score: Raw -228166.614890 + Penalty 2633.340588 = -225533.274301
  nChanged 10
		SP:Iteration 15Q (40600.640000 sec): 3 clusters
  Score: Raw -228168.886766 + Penalty 2633.340588 = -225535.546177
  nChanged 8
		SP:Iteration 16Q (40600.820000 sec): 3 clusters
  Score: Raw -228171.531094 + Penalty 2633.340588 = -225538.190506
  nChanged 3
		SP:Iteration 17Q (40600.990000 sec): 3 clusters
  Score: Raw -228172.529282 + Penalty 2633.340588 = -225539.188694
  nChanged 3
		SP:Iteration 18Q (40601.170000 sec): 3 clusters
  Score: Raw -228173.061448 + Penalty 2633.340588 = -225539.720860
  nChanged 1
		SP:Iteration 19Q (40601.340000 sec): 3 clusters
  Score: Raw -228173.156707 + Penalty 2633.340588 = -225539.816119
  nChanged 0
		SP:Iteration 20F (40601.520000 sec): 3 clusters
  Score: Raw -228173.156707 + Penalty 2633.340588 = -225539.816119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40601.590000 sec): 2 clusters
  Score: Raw -114966.309579 + Penalty 1199.696298 = -113766.613281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40601.770000 sec): 3 clusters
  Score: Raw -114381.933135 + Penalty 2399.392596 = -111982.540539
  nChanged 542
		SP:Iteration 1F (40601.950000 sec): 3 clusters
  Score: Raw -114876.043272 + Penalty 2399.392596 = -112476.650676
  nChanged 166
		SP:Iteration 2F (40602.120000 sec): 3 clusters
  Score: Raw -115073.344057 + Penalty 2399.392596 = -112673.951461
  nChanged 88
		SP:Iteration 3F (40602.300000 sec): 3 clusters
  Score: Raw -115152.497484 + Penalty 2399.392596 = -112753.104888
  nChanged 60
		SP:Iteration 4Q (40602.470000 sec): 3 clusters
  Score: Raw -115201.036536 + Penalty 2399.392596 = -112801.643940
  nChanged 49
		SP:Iteration 5Q (40602.650000 sec): 3 clusters
  Score: Raw -115261.219410 + Penalty 2399.392596 = -112861.826814
  nChanged 41
		SP:Iteration 6Q (40602.820000 sec): 3 clusters
  Score: Raw -115294.898482 + Penalty 2399.392596 = -112895.505886
  nChanged 30
		SP:Iteration 7Q (40603.000000 sec): 3 clusters
  Score: Raw -115317.479018 + Penalty 2399.392596 = -112918.086422
  nChanged 24
		SP:Iteration 8Q (40603.180000 sec): 3 clusters
  Score: Raw -115333.668731 + Penalty 2399.392596 = -112934.276135
  nChanged 17
		SP:Iteration 9Q (40603.350000 sec): 3 clusters
  Score: Raw -115343.043456 + Penalty 2399.392596 = -112943.650859
  nChanged 8
		SP:Iteration 10Q (40603.530000 sec): 3 clusters
  Score: Raw -115346.925715 + Penalty 2399.392596 = -112947.533119
  nChanged 5
		SP:Iteration 11Q (40603.700000 sec): 3 clusters
  Score: Raw -115349.790622 + Penalty 2399.392596 = -112950.398026
  nChanged 6
		SP:Iteration 12Q (40603.880000 sec): 3 clusters
  Score: Raw -115353.748914 + Penalty 2399.392596 = -112954.356318
  nChanged 7
		SP:Iteration 13Q (40604.060000 sec): 3 clusters
  Score: Raw -115357.857087 + Penalty 2399.392596 = -112958.464491
  nChanged 10
		SP:Iteration 14Q (40604.230000 sec): 3 clusters
  Score: Raw -115364.260136 + Penalty 2399.392596 = -112964.867539
  nChanged 5
		SP:Iteration 15Q (40604.410000 sec): 3 clusters
  Score: Raw -115368.752152 + Penalty 2399.392596 = -112969.359556
  nChanged 8
		SP:Iteration 16Q (40604.580000 sec): 3 clusters
  Score: Raw -115378.966097 + Penalty 2399.392596 = -112979.573501
  nChanged 10
		SP:Iteration 17Q (40604.760000 sec): 3 clusters
  Score: Raw -115386.268920 + Penalty 2399.392596 = -112986.876323
  nChanged 5
		SP:Iteration 18Q (40604.940000 sec): 3 clusters
  Score: Raw -115389.583336 + Penalty 2399.392596 = -112990.190740
  nChanged 4
		SP:Iteration 19Q (40605.110000 sec): 3 clusters
  Score: Raw -115394.007134 + Penalty 2399.392596 = -112994.614538
  nChanged 4
		SP:Iteration 20F (40605.290000 sec): 3 clusters
  Score: Raw -115400.794388 + Penalty 2399.392596 = -113001.401792
  nChanged 10
		SP:Iteration 21Q (40605.460000 sec): 3 clusters
  Score: Raw -115408.882154 + Penalty 2399.392596 = -113009.489558
  nChanged 11
		SP:Iteration 22Q (40605.640000 sec): 3 clusters
  Score: Raw -115420.432482 + Penalty 2399.392596 = -113021.039886
  nChanged 11
		SP:Iteration 23Q (40605.820000 sec): 3 clusters
  Score: Raw -115435.975406 + Penalty 2399.392596 = -113036.582810
  nChanged 9
		SP:Iteration 24Q (40605.990000 sec): 3 clusters
  Score: Raw -115444.569951 + Penalty 2399.392596 = -113045.177355
  nChanged 10
		SP:Iteration 25Q (40606.170000 sec): 3 clusters
  Score: Raw -115450.047178 + Penalty 2399.392596 = -113050.654581
  nChanged 4
		SP:Iteration 26Q (40606.340000 sec): 3 clusters
  Score: Raw -115451.778074 + Penalty 2399.392596 = -113052.385477
  nChanged 3
		SP:Iteration 27Q (40606.520000 sec): 3 clusters
  Score: Raw -115452.783226 + Penalty 2399.392596 = -113053.390630
  nChanged 1
		SP:Iteration 28Q (40606.700000 sec): 3 clusters
  Score: Raw -115452.878949 + Penalty 2399.392596 = -113053.486353
  nChanged 0
		SP:Iteration 29F (40606.870000 sec): 3 clusters
  Score: Raw -115452.878949 + Penalty 2399.392596 = -113053.486353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40606.980000 sec): 2 clusters
  Score: Raw -225225.364457 + Penalty 1284.154209 = -223941.210248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40607.130000 sec): 3 clusters
  Score: Raw -223968.545754 + Penalty 2568.308417 = -221400.237337
  nChanged 987
		SP:Iteration 1F (40607.270000 sec): 3 clusters
  Score: Raw -224645.062190 + Penalty 2568.308417 = -222076.753773
  nChanged 304
		SP:Iteration 2F (40607.420000 sec): 3 clusters
  Score: Raw -225025.376623 + Penalty 2568.308417 = -222457.068205
  nChanged 256
		SP:Iteration 3F (40607.570000 sec): 3 clusters
  Score: Raw -225376.553785 + Penalty 2568.308417 = -222808.245368
  nChanged 200
		SP:Iteration 4F (40607.740000 sec): 3 clusters
  Score: Raw -225632.554458 + Penalty 2568.308417 = -223064.246041
  nChanged 148
		SP:Iteration 5F (40607.920000 sec): 3 clusters
  Score: Raw -225799.224651 + Penalty 2568.308417 = -223230.916234
  nChanged 108
		SP:Iteration 6Q (40608.100000 sec): 3 clusters
  Score: Raw -225888.408704 + Penalty 2568.308417 = -223320.100287
  nChanged 72
		SP:Iteration 7Q (40608.270000 sec): 3 clusters
  Score: Raw -225930.201886 + Penalty 2568.308417 = -223361.893469
  nChanged 43
		SP:Iteration 8Q (40608.450000 sec): 3 clusters
  Score: Raw -225959.613882 + Penalty 2568.308417 = -223391.305465
  nChanged 31
		SP:Iteration 9Q (40608.620000 sec): 3 clusters
  Score: Raw -225974.236425 + Penalty 2568.308417 = -223405.928008
  nChanged 14
		SP:Iteration 10Q (40608.800000 sec): 3 clusters
  Score: Raw -225980.846637 + Penalty 2568.308417 = -223412.538220
  nChanged 12
		SP:Iteration 11Q (40608.980000 sec): 3 clusters
  Score: Raw -225985.744102 + Penalty 2568.308417 = -223417.435685
  nChanged 7
		SP:Iteration 12Q (40609.150000 sec): 3 clusters
  Score: Raw -225988.037159 + Penalty 2568.308417 = -223419.728741
  nChanged 2
		SP:Iteration 13Q (40609.330000 sec): 3 clusters
  Score: Raw -225988.861458 + Penalty 2568.308417 = -223420.553040
  nChanged 0
		SP:Iteration 14F (40609.500000 sec): 3 clusters
  Score: Raw -225988.861458 + Penalty 2568.308417 = -223420.553040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40609.590000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40609.760000 sec): 3 clusters
  Score: Raw -15725.611893 + Penalty 1725.187002 = -14000.424891
  nChanged 25
		SP:Iteration 1F (40609.940000 sec): 3 clusters
  Score: Raw -15842.577089 + Penalty 1725.187002 = -14117.390087
  nChanged 8
		SP:Iteration 2Q (40610.160000 sec): 3 clusters
  Score: Raw -15866.184523 + Penalty 1725.187002 = -14140.997522
  nChanged 5
		SP:Iteration 3Q (40610.270000 sec): 3 clusters
  Score: Raw -15893.260527 + Penalty 1725.187002 = -14168.073525
  nChanged 1
		SP:Iteration 4Q (40610.430000 sec): 3 clusters
  Score: Raw -15896.418601 + Penalty 1725.187002 = -14171.231599
  nChanged 2
		SP:Iteration 5Q (40610.590000 sec): 3 clusters
  Score: Raw -15899.537461 + Penalty 1725.187002 = -14174.350459
  nChanged 0
		SP:Iteration 6F (40610.750000 sec): 3 clusters
  Score: Raw -15899.537461 + Penalty 1725.187002 = -14174.350459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40610.830000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40610.990000 sec): 3 clusters
  Score: Raw -35124.319146 + Penalty 2013.844342 = -33110.474804
  nChanged 113
		SP:Iteration 1F (40611.150000 sec): 3 clusters
  Score: Raw -35299.759387 + Penalty 2013.844342 = -33285.915045
  nChanged 34
		SP:Iteration 2F (40611.310000 sec): 3 clusters
  Score: Raw -35361.561962 + Penalty 2013.844342 = -33347.717621
  nChanged 16
		SP:Iteration 3Q (40611.470000 sec): 3 clusters
  Score: Raw -35394.831786 + Penalty 2013.844342 = -33380.987444
  nChanged 11
		SP:Iteration 4Q (40611.630000 sec): 3 clusters
  Score: Raw -35410.115847 + Penalty 2013.844342 = -33396.271505
  nChanged 4
		SP:Iteration 5Q (40611.790000 sec): 3 clusters
  Score: Raw -35417.086567 + Penalty 2013.844342 = -33403.242226
  nChanged 2
		SP:Iteration 6Q (40611.950000 sec): 3 clusters
  Score: Raw -35419.678422 + Penalty 2013.844342 = -33405.834080
  nChanged 3
		SP:Iteration 7Q (40612.110000 sec): 3 clusters
  Score: Raw -35423.979530 + Penalty 2013.844342 = -33410.135189
  nChanged 2
		SP:Iteration 8Q (40612.270000 sec): 3 clusters
  Score: Raw -35426.897229 + Penalty 2013.844342 = -33413.052887
  nChanged 0
		SP:Iteration 9F (40612.430000 sec): 3 clusters
  Score: Raw -35426.897229 + Penalty 2013.844342 = -33413.052887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40612.510000 sec): 2 clusters
  Score: Raw -119204.818331 + Penalty 1183.336969 = -118021.481362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40612.670000 sec): 3 clusters
  Score: Raw -118677.077091 + Penalty 2366.673939 = -116310.403152
  nChanged 458
		SP:Iteration 1F (40612.830000 sec): 3 clusters
  Score: Raw -119028.890224 + Penalty 2366.673939 = -116662.216285
  nChanged 121
		SP:Iteration 2F (40612.990000 sec): 3 clusters
  Score: Raw -119152.088683 + Penalty 2366.673939 = -116785.414744
  nChanged 80
		SP:Iteration 3F (40613.150000 sec): 3 clusters
  Score: Raw -119233.582585 + Penalty 2366.673939 = -116866.908646
  nChanged 52
		SP:Iteration 4Q (40613.320000 sec): 3 clusters
  Score: Raw -119286.705472 + Penalty 2366.673939 = -116920.031533
  nChanged 45
		SP:Iteration 5Q (40613.490000 sec): 3 clusters
  Score: Raw -119330.092930 + Penalty 2366.673939 = -116963.418991
  nChanged 40
		SP:Iteration 6Q (40613.660000 sec): 3 clusters
  Score: Raw -119364.902617 + Penalty 2366.673939 = -116998.228678
  nChanged 25
		SP:Iteration 7Q (40613.840000 sec): 3 clusters
  Score: Raw -119389.876372 + Penalty 2366.673939 = -117023.202433
  nChanged 25
		SP:Iteration 8Q (40614.010000 sec): 3 clusters
  Score: Raw -119417.510936 + Penalty 2366.673939 = -117050.836997
  nChanged 20
		SP:Iteration 9Q (40614.180000 sec): 3 clusters
  Score: Raw -119440.081276 + Penalty 2366.673939 = -117073.407338
  nChanged 15
		SP:Iteration 10Q (40614.350000 sec): 3 clusters
  Score: Raw -119453.984650 + Penalty 2366.673939 = -117087.310711
  nChanged 10
		SP:Iteration 11Q (40614.520000 sec): 3 clusters
  Score: Raw -119460.465449 + Penalty 2366.673939 = -117093.791510
  nChanged 6
		SP:Iteration 12Q (40614.700000 sec): 3 clusters
  Score: Raw -119464.200725 + Penalty 2366.673939 = -117097.526786
  nChanged 2
		SP:Iteration 13Q (40614.870000 sec): 3 clusters
  Score: Raw -119465.285555 + Penalty 2366.673939 = -117098.611616
  nChanged 4
		SP:Iteration 14Q (40615.050000 sec): 3 clusters
  Score: Raw -119470.165268 + Penalty 2366.673939 = -117103.491330
  nChanged 5
		SP:Iteration 15Q (40615.220000 sec): 3 clusters
  Score: Raw -119475.238509 + Penalty 2366.673939 = -117108.564570
  nChanged 9
		SP:Iteration 16Q (40615.390000 sec): 3 clusters
  Score: Raw -119481.242501 + Penalty 2366.673939 = -117114.568562
  nChanged 8
		SP:Iteration 17Q (40615.570000 sec): 3 clusters
  Score: Raw -119489.370106 + Penalty 2366.673939 = -117122.696168
  nChanged 5
		SP:Iteration 18Q (40615.740000 sec): 3 clusters
  Score: Raw -119492.746910 + Penalty 2366.673939 = -117126.072971
  nChanged 1
		SP:Iteration 19Q (40615.920000 sec): 3 clusters
  Score: Raw -119493.489417 + Penalty 2366.673939 = -117126.815478
  nChanged 2
		SP:Iteration 20F (40616.090000 sec): 3 clusters
  Score: Raw -119494.823450 + Penalty 2366.673939 = -117128.149511
  nChanged 1
		SP:Iteration 21Q (40616.260000 sec): 3 clusters
  Score: Raw -119495.956854 + Penalty 2366.673939 = -117129.282915
  nChanged 1
		SP:Iteration 22Q (40616.440000 sec): 3 clusters
  Score: Raw -119496.526056 + Penalty 2366.673939 = -117129.852117
  nChanged 0
		SP:Iteration 23F (40616.610000 sec): 3 clusters
  Score: Raw -119496.526056 + Penalty 2366.673939 = -117129.852117
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40616.720000 sec): 2 clusters
  Score: Raw -150814.955736 + Penalty 1244.000980 = -149570.954756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40616.860000 sec): 3 clusters
  Score: Raw -149921.491188 + Penalty 2488.001960 = -147433.489229
  nChanged 773
		SP:Iteration 1F (40617.030000 sec): 3 clusters
  Score: Raw -150435.347119 + Penalty 2488.001960 = -147947.345160
  nChanged 161
		SP:Iteration 2F (40617.200000 sec): 3 clusters
  Score: Raw -150564.847113 + Penalty 2488.001960 = -148076.845154
  nChanged 111
		SP:Iteration 3F (40617.380000 sec): 3 clusters
  Score: Raw -150659.960811 + Penalty 2488.001960 = -148171.958851
  nChanged 82
		SP:Iteration 4Q (40617.550000 sec): 3 clusters
  Score: Raw -150739.515120 + Penalty 2488.001960 = -148251.513160
  nChanged 82
		SP:Iteration 5Q (40617.730000 sec): 3 clusters
  Score: Raw -150816.711026 + Penalty 2488.001960 = -148328.709067
  nChanged 74
		SP:Iteration 6Q (40617.900000 sec): 3 clusters
  Score: Raw -150884.255831 + Penalty 2488.001960 = -148396.253872
  nChanged 72
		SP:Iteration 7Q (40618.070000 sec): 3 clusters
  Score: Raw -150946.065039 + Penalty 2488.001960 = -148458.063080
  nChanged 74
		SP:Iteration 8Q (40618.250000 sec): 3 clusters
  Score: Raw -151002.083141 + Penalty 2488.001960 = -148514.081181
  nChanged 67
		SP:Iteration 9Q (40618.420000 sec): 3 clusters
  Score: Raw -151064.132448 + Penalty 2488.001960 = -148576.130489
  nChanged 72
		SP:Iteration 10Q (40618.600000 sec): 3 clusters
  Score: Raw -151130.403859 + Penalty 2488.001960 = -148642.401899
  nChanged 70
		SP:Iteration 11Q (40618.770000 sec): 3 clusters
  Score: Raw -151185.754153 + Penalty 2488.001960 = -148697.752193
  nChanged 58
		SP:Iteration 12Q (40618.940000 sec): 3 clusters
  Score: Raw -151236.739399 + Penalty 2488.001960 = -148748.737439
  nChanged 58
		SP:Iteration 13Q (40619.120000 sec): 3 clusters
  Score: Raw -151294.569415 + Penalty 2488.001960 = -148806.567456
  nChanged 47
		SP:Iteration 14Q (40619.290000 sec): 3 clusters
  Score: Raw -151337.882780 + Penalty 2488.001960 = -148849.880820
  nChanged 45
		SP:Iteration 15Q (40619.460000 sec): 3 clusters
  Score: Raw -151382.296403 + Penalty 2488.001960 = -148894.294443
  nChanged 39
		SP:Iteration 16Q (40619.680000 sec): 3 clusters
  Score: Raw -151405.099260 + Penalty 2488.001960 = -148917.097301
  nChanged 19
		SP:Iteration 17Q (40619.840000 sec): 3 clusters
  Score: Raw -151416.927686 + Penalty 2488.001960 = -148928.925727
  nChanged 17
		SP:Iteration 18Q (40620.000000 sec): 3 clusters
  Score: Raw -151427.454420 + Penalty 2488.001960 = -148939.452461
  nChanged 16
		SP:Iteration 19Q (40620.160000 sec): 3 clusters
  Score: Raw -151444.460752 + Penalty 2488.001960 = -148956.458792
  nChanged 19
		SP:Iteration 20F (40620.320000 sec): 3 clusters
  Score: Raw -151458.377695 + Penalty 2488.001960 = -148970.375735
  nChanged 14
		SP:Iteration 21Q (40620.480000 sec): 3 clusters
  Score: Raw -151467.438825 + Penalty 2488.001960 = -148979.436865
  nChanged 7
		SP:Iteration 22Q (40620.650000 sec): 3 clusters
  Score: Raw -151472.723035 + Penalty 2488.001960 = -148984.721075
  nChanged 8
		SP:Iteration 23Q (40620.820000 sec): 3 clusters
  Score: Raw -151477.406501 + Penalty 2488.001960 = -148989.404542
  nChanged 5
		SP:Iteration 24Q (40621.000000 sec): 3 clusters
  Score: Raw -151480.044106 + Penalty 2488.001960 = -148992.042147
  nChanged 4
		SP:Iteration 25Q (40621.170000 sec): 3 clusters
  Score: Raw -151481.460882 + Penalty 2488.001960 = -148993.458922
  nChanged 1
		SP:Iteration 26Q (40621.350000 sec): 3 clusters
  Score: Raw -151481.879551 + Penalty 2488.001960 = -148993.877592
  nChanged 1
		SP:Iteration 27Q (40621.530000 sec): 3 clusters
  Score: Raw -151482.548748 + Penalty 2488.001960 = -148994.546788
  nChanged 2
		SP:Iteration 28Q (40621.700000 sec): 3 clusters
  Score: Raw -151483.332495 + Penalty 2488.001960 = -148995.330535
  nChanged 4
		SP:Iteration 29Q (40621.870000 sec): 3 clusters
  Score: Raw -151485.860849 + Penalty 2488.001960 = -148997.858890
  nChanged 5
		SP:Iteration 30Q (40622.050000 sec): 3 clusters
  Score: Raw -151489.416291 + Penalty 2488.001960 = -149001.414331
  nChanged 7
		SP:Iteration 31Q (40622.220000 sec): 3 clusters
  Score: Raw -151493.618834 + Penalty 2488.001960 = -149005.616874
  nChanged 8
		SP:Iteration 32Q (40622.390000 sec): 3 clusters
  Score: Raw -151496.125959 + Penalty 2488.001960 = -149008.123999
  nChanged 3
		SP:Iteration 33Q (40622.570000 sec): 3 clusters
  Score: Raw -151496.962196 + Penalty 2488.001960 = -149008.960237
  nChanged 1
		SP:Iteration 34Q (40622.740000 sec): 3 clusters
  Score: Raw -151497.633709 + Penalty 2488.001960 = -149009.631750
  nChanged 3
		SP:Iteration 35Q (40622.910000 sec): 3 clusters
  Score: Raw -151498.934836 + Penalty 2488.001960 = -149010.932876
  nChanged 2
		SP:Iteration 36Q (40623.090000 sec): 3 clusters
  Score: Raw -151499.984962 + Penalty 2488.001960 = -149011.983003
  nChanged 0
		SP:Iteration 37F (40623.260000 sec): 3 clusters
  Score: Raw -151499.984962 + Penalty 2488.001960 = -149011.983003
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40623.350000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40623.520000 sec): 3 clusters
  Score: Raw -16467.710781 + Penalty 1725.187002 = -14742.523779
  nChanged 22
		SP:Iteration 1F (40623.690000 sec): 3 clusters
  Score: Raw -16523.635520 + Penalty 1725.187002 = -14798.448518
  nChanged 7
		SP:Iteration 2Q (40623.870000 sec): 3 clusters
  Score: Raw -16547.332433 + Penalty 1725.187002 = -14822.145431
  nChanged 0
		SP:Iteration 3F (40624.040000 sec): 3 clusters
  Score: Raw -16547.332433 + Penalty 1725.187002 = -14822.145431
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40624.130000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40624.300000 sec): 3 clusters
  Score: Raw -33402.122205 + Penalty 1960.753022 = -31441.369183
  nChanged 88
		SP:Iteration 1F (40624.480000 sec): 3 clusters
  Score: Raw -33546.849660 + Penalty 1960.753022 = -31586.096638
  nChanged 19
		SP:Iteration 2Q (40624.650000 sec): 3 clusters
  Score: Raw -33584.090053 + Penalty 1960.753022 = -31623.337031
  nChanged 14
		SP:Iteration 3Q (40624.820000 sec): 3 clusters
  Score: Raw -33613.576814 + Penalty 1960.753022 = -31652.823791
  nChanged 8
		SP:Iteration 4Q (40625.000000 sec): 3 clusters
  Score: Raw -33626.370486 + Penalty 1960.753022 = -31665.617464
  nChanged 3
		SP:Iteration 5Q (40625.170000 sec): 3 clusters
  Score: Raw -33640.877131 + Penalty 1960.753022 = -31680.124109
  nChanged 8
		SP:Iteration 6Q (40625.350000 sec): 3 clusters
  Score: Raw -33657.853523 + Penalty 1960.753022 = -31697.100501
  nChanged 4
		SP:Iteration 7Q (40625.520000 sec): 3 clusters
  Score: Raw -33664.410251 + Penalty 1960.753022 = -31703.657229
  nChanged 3
		SP:Iteration 8Q (40625.690000 sec): 3 clusters
  Score: Raw -33674.579676 + Penalty 1960.753022 = -31713.826654
  nChanged 2
		SP:Iteration 9Q (40625.870000 sec): 3 clusters
  Score: Raw -33679.886629 + Penalty 1960.753022 = -31719.133607
  nChanged 3
		SP:Iteration 10Q (40626.040000 sec): 3 clusters
  Score: Raw -33685.395116 + Penalty 1960.753022 = -31724.642094
  nChanged 1
		SP:Iteration 11Q (40626.210000 sec): 3 clusters
  Score: Raw -33686.925600 + Penalty 1960.753022 = -31726.172578
  nChanged 3
		SP:Iteration 12Q (40626.390000 sec): 3 clusters
  Score: Raw -33693.085929 + Penalty 1960.753022 = -31732.332907
  nChanged 1
		SP:Iteration 13Q (40626.560000 sec): 3 clusters
  Score: Raw -33694.617023 + Penalty 1960.753022 = -31733.864001
  nChanged 1
		SP:Iteration 14Q (40626.730000 sec): 3 clusters
  Score: Raw -33695.349181 + Penalty 1960.753022 = -31734.596159
  nChanged 0
		SP:Iteration 15F (40626.910000 sec): 3 clusters
  Score: Raw -33695.349181 + Penalty 1960.753022 = -31734.596159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40627.480000 sec): 2 clusters
  Score: Raw -6013213.281599 + Penalty 1832.203694 = -6011381.077905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40628.290000 sec): 3 clusters
  Score: Raw -5962430.182465 + Penalty 3664.407388 = -5958765.775077
  nChanged 37288
		SP:Iteration 1F (40629.130000 sec): 3 clusters
  Score: Raw -5984813.681953 + Penalty 3664.407388 = -5981149.274565
  nChanged 3824
		SP:Iteration 2Q (40630.020000 sec): 3 clusters
  Score: Raw -5986386.584495 + Penalty 3664.407388 = -5982722.177107
  nChanged 4076
		SP:Iteration 3F (40630.830000 sec): 3 clusters
  Score: Raw -5988208.542733 + Penalty 3664.407388 = -5984544.135345
  nChanged 4280
		SP:Iteration 4F (40631.640000 sec): 3 clusters
  Score: Raw -5990257.010842 + Penalty 3664.407388 = -5986592.603454
  nChanged 4494
		SP:Iteration 5F (40632.440000 sec): 3 clusters
  Score: Raw -5992684.050467 + Penalty 3664.407388 = -5989019.643079
  nChanged 4655
		SP:Iteration 6F (40633.230000 sec): 3 clusters
  Score: Raw -5995506.414892 + Penalty 3664.407388 = -5991842.007504
  nChanged 4631
		SP:Iteration 7F (40634.010000 sec): 3 clusters
  Score: Raw -5998460.427636 + Penalty 3664.407388 = -5994796.020248
  nChanged 4204
		SP:Iteration 8F (40634.860000 sec): 3 clusters
  Score: Raw -6000877.130776 + Penalty 3664.407388 = -5997212.723388
  nChanged 3431
		SP:Iteration 9Q (40635.700000 sec): 3 clusters
  Score: Raw -6002441.282668 + Penalty 3664.407388 = -5998776.875280
  nChanged 2469
		SP:Iteration 10Q (40636.550000 sec): 3 clusters
  Score: Raw -6003219.506868 + Penalty 3664.407388 = -5999555.099480
  nChanged 1602
		SP:Iteration 11Q (40637.400000 sec): 3 clusters
  Score: Raw -6003571.146619 + Penalty 3664.407388 = -5999906.739231
  nChanged 1070
		SP:Iteration 12Q (40638.330000 sec): 3 clusters
  Score: Raw -6003766.668770 + Penalty 3664.407388 = -6000102.261382
  nChanged 846
		SP:Iteration 13Q (40639.200000 sec): 3 clusters
  Score: Raw -6003920.306742 + Penalty 3664.407388 = -6000255.899355
  nChanged 803
		SP:Iteration 14Q (40640.030000 sec): 3 clusters
  Score: Raw -6004060.367501 + Penalty 3664.407388 = -6000395.960113
  nChanged 724
		SP:Iteration 15Q (40640.910000 sec): 3 clusters
  Score: Raw -6004184.347417 + Penalty 3664.407388 = -6000519.940029
  nChanged 708
		SP:Iteration 16Q (40641.740000 sec): 3 clusters
  Score: Raw -6004304.553315 + Penalty 3664.407388 = -6000640.145927
  nChanged 685
		SP:Iteration 17Q (40642.620000 sec): 3 clusters
  Score: Raw -6004417.485690 + Penalty 3664.407388 = -6000753.078302
  nChanged 645
		SP:Iteration 18Q (40643.500000 sec): 3 clusters
  Score: Raw -6004524.814889 + Penalty 3664.407388 = -6000860.407501
  nChanged 632
		SP:Iteration 19Q (40644.370000 sec): 3 clusters
  Score: Raw -6004629.951570 + Penalty 3664.407388 = -6000965.544182
  nChanged 599
		SP:Iteration 20F (40645.140000 sec): 3 clusters
  Score: Raw -6004726.292213 + Penalty 3664.407388 = -6001061.884825
  nChanged 599
		SP:Iteration 21Q (40645.980000 sec): 3 clusters
  Score: Raw -6004812.741688 + Penalty 3664.407388 = -6001148.334300
  nChanged 564
		SP:Iteration 22Q (40646.890000 sec): 3 clusters
  Score: Raw -6004897.101510 + Penalty 3664.407388 = -6001232.694122
  nChanged 557
		SP:Iteration 23Q (40647.770000 sec): 3 clusters
  Score: Raw -6004984.287664 + Penalty 3664.407388 = -6001319.880276
  nChanged 571
		SP:Iteration 24Q (40648.600000 sec): 3 clusters
  Score: Raw -6005077.001226 + Penalty 3664.407388 = -6001412.593838
  nChanged 574
		SP:Iteration 25Q (40649.480000 sec): 3 clusters
  Score: Raw -6005163.357318 + Penalty 3664.407388 = -6001498.949930
  nChanged 570
		SP:Iteration 26Q (40650.390000 sec): 3 clusters
  Score: Raw -6005251.298977 + Penalty 3664.407388 = -6001586.891589
  nChanged 545
		SP:Iteration 27Q (40651.220000 sec): 3 clusters
  Score: Raw -6005328.847530 + Penalty 3664.407388 = -6001664.440142
  nChanged 556
		SP:Iteration 28Q (40652.110000 sec): 3 clusters
  Score: Raw -6005416.781015 + Penalty 3664.407388 = -6001752.373627
  nChanged 560
		SP:Iteration 29Q (40652.960000 sec): 3 clusters
  Score: Raw -6005514.290143 + Penalty 3664.407388 = -6001849.882755
  nChanged 638
		SP:Iteration 30Q (40653.820000 sec): 3 clusters
  Score: Raw -6005633.356568 + Penalty 3664.407388 = -6001968.949180
  nChanged 623
		SP:Iteration 31Q (40654.650000 sec): 3 clusters
  Score: Raw -6005745.729423 + Penalty 3664.407388 = -6002081.322035
  nChanged 648
		SP:Iteration 32Q (40655.520000 sec): 3 clusters
  Score: Raw -6005858.886215 + Penalty 3664.407388 = -6002194.478827
  nChanged 622
		SP:Iteration 33Q (40656.360000 sec): 3 clusters
  Score: Raw -6005973.197887 + Penalty 3664.407388 = -6002308.790499
  nChanged 638
		SP:Iteration 34Q (40657.210000 sec): 3 clusters
  Score: Raw -6006093.768331 + Penalty 3664.407388 = -6002429.360943
  nChanged 661
		SP:Iteration 35Q (40658.070000 sec): 3 clusters
  Score: Raw -6006219.102086 + Penalty 3664.407388 = -6002554.694698
  nChanged 663
		SP:Iteration 36Q (40658.890000 sec): 3 clusters
  Score: Raw -6006345.915045 + Penalty 3664.407388 = -6002681.507657
  nChanged 705
		SP:Iteration 37Q (40659.720000 sec): 3 clusters
  Score: Raw -6006488.521661 + Penalty 3664.407388 = -6002824.114273
  nChanged 720
		SP:Iteration 38Q (40660.500000 sec): 3 clusters
  Score: Raw -6006636.987008 + Penalty 3664.407388 = -6002972.579621
  nChanged 739
		SP:Iteration 39Q (40661.280000 sec): 3 clusters
  Score: Raw -6006815.215458 + Penalty 3664.407388 = -6003150.808070
  nChanged 818
		SP:Iteration 40F (40662.050000 sec): 3 clusters
  Score: Raw -6007019.962136 + Penalty 3664.407388 = -6003355.554748
  nChanged 861
		SP:Iteration 41Q (40662.870000 sec): 3 clusters
  Score: Raw -6007232.220338 + Penalty 3664.407388 = -6003567.812951
  nChanged 839
		SP:Iteration 42Q (40663.730000 sec): 3 clusters
  Score: Raw -6007447.153236 + Penalty 3664.407388 = -6003782.745848
  nChanged 887
		SP:Iteration 43Q (40664.580000 sec): 3 clusters
  Score: Raw -6007698.619094 + Penalty 3664.407388 = -6004034.211706
  nChanged 922
		SP:Iteration 44Q (40665.350000 sec): 3 clusters
  Score: Raw -6007964.268814 + Penalty 3664.407388 = -6004299.861427
  nChanged 906
		SP:Iteration 45Q (40666.120000 sec): 3 clusters
  Score: Raw -6008222.401867 + Penalty 3664.407388 = -6004557.994479
  nChanged 916
		SP:Iteration 46Q (40666.880000 sec): 3 clusters
  Score: Raw -6008517.396641 + Penalty 3664.407388 = -6004852.989253
  nChanged 987
		SP:Iteration 47Q (40667.680000 sec): 3 clusters
  Score: Raw -6008859.963441 + Penalty 3664.407388 = -6005195.556053
  nChanged 1015
		SP:Iteration 48Q (40668.520000 sec): 3 clusters
  Score: Raw -6009204.938839 + Penalty 3664.407388 = -6005540.531451
  nChanged 951
		SP:Iteration 49Q (40669.280000 sec): 3 clusters
  Score: Raw -6009544.149823 + Penalty 3664.407388 = -6005879.742435
  nChanged 992
		SP:Iteration 50Q (40670.140000 sec): 3 clusters
  Score: Raw -6009899.415171 + Penalty 3664.407388 = -6006235.007783
  nChanged 936
		SP:Iteration 51Q (40670.940000 sec): 3 clusters
  Score: Raw -6010252.399586 + Penalty 3664.407388 = -6006587.992198
  nChanged 930
		SP:Iteration 52Q (40671.750000 sec): 3 clusters
  Score: Raw -6010602.465380 + Penalty 3664.407388 = -6006938.057992
  nChanged 832
		SP:Iteration 53Q (40672.570000 sec): 3 clusters
  Score: Raw -6010927.111324 + Penalty 3664.407388 = -6007262.703936
  nChanged 893
		SP:Iteration 54Q (40673.330000 sec): 3 clusters
  Score: Raw -6011280.305802 + Penalty 3664.407388 = -6007615.898414
  nChanged 836
		SP:Iteration 55Q (40674.070000 sec): 3 clusters
  Score: Raw -6011628.139743 + Penalty 3664.407388 = -6007963.732355
  nChanged 743
		SP:Iteration 56Q (40674.820000 sec): 3 clusters
  Score: Raw -6011931.652179 + Penalty 3664.407388 = -6008267.244791
  nChanged 705
		SP:Iteration 57Q (40675.650000 sec): 3 clusters
  Score: Raw -6012211.180892 + Penalty 3664.407388 = -6008546.773504
  nChanged 659
		SP:Iteration 58Q (40676.400000 sec): 3 clusters
  Score: Raw -6012476.686830 + Penalty 3664.407388 = -6008812.279442
  nChanged 617
		SP:Iteration 59Q (40677.180000 sec): 3 clusters
  Score: Raw -6012730.174532 + Penalty 3664.407388 = -6009065.767144
  nChanged 530
		SP:Iteration 60F (40677.970000 sec): 3 clusters
  Score: Raw -6012949.081357 + Penalty 3664.407388 = -6009284.673969
  nChanged 476
		SP:Iteration 61Q (40678.760000 sec): 3 clusters
  Score: Raw -6013136.359396 + Penalty 3664.407388 = -6009471.952008
  nChanged 414
		SP:Iteration 62Q (40679.550000 sec): 3 clusters
  Score: Raw -6013293.200983 + Penalty 3664.407388 = -6009628.793595
  nChanged 367
		SP:Iteration 63Q (40680.340000 sec): 3 clusters
  Score: Raw -6013425.876139 + Penalty 3664.407388 = -6009761.468751
  nChanged 352
		SP:Iteration 64Q (40681.140000 sec): 3 clusters
  Score: Raw -6013554.660162 + Penalty 3664.407388 = -6009890.252774
  nChanged 324
		SP:Iteration 65Q (40681.930000 sec): 3 clusters
  Score: Raw -6013666.840807 + Penalty 3664.407388 = -6010002.433419
  nChanged 283
		SP:Iteration 66Q (40682.730000 sec): 3 clusters
  Score: Raw -6013765.664352 + Penalty 3664.407388 = -6010101.256964
  nChanged 231
		SP:Iteration 67Q (40683.480000 sec): 3 clusters
  Score: Raw -6013843.831963 + Penalty 3664.407388 = -6010179.424576
  nChanged 199
		SP:Iteration 68Q (40684.280000 sec): 3 clusters
  Score: Raw -6013901.149805 + Penalty 3664.407388 = -6010236.742417
  nChanged 158
		SP:Iteration 69Q (40685.000000 sec): 3 clusters
  Score: Raw -6013939.650719 + Penalty 3664.407388 = -6010275.243332
  nChanged 123
		SP:Iteration 70Q (40685.720000 sec): 3 clusters
  Score: Raw -6013971.667050 + Penalty 3664.407388 = -6010307.259663
  nChanged 103
		SP:Iteration 71Q (40686.500000 sec): 3 clusters
  Score: Raw -6013997.142840 + Penalty 3664.407388 = -6010332.735452
  nChanged 92
		SP:Iteration 72Q (40687.290000 sec): 3 clusters
  Score: Raw -6014020.730846 + Penalty 3664.407388 = -6010356.323458
  nChanged 81
		SP:Iteration 73Q (40688.040000 sec): 3 clusters
  Score: Raw -6014040.655541 + Penalty 3664.407388 = -6010376.248153
  nChanged 61
		SP:Iteration 74Q (40688.800000 sec): 3 clusters
  Score: Raw -6014061.892821 + Penalty 3664.407388 = -6010397.485433
  nChanged 60
		SP:Iteration 75Q (40689.540000 sec): 3 clusters
  Score: Raw -6014078.625797 + Penalty 3664.407388 = -6010414.218409
  nChanged 55
		SP:Iteration 76Q (40690.240000 sec): 3 clusters
  Score: Raw -6014094.844548 + Penalty 3664.407388 = -6010430.437160
  nChanged 56
		SP:Iteration 77Q (40690.980000 sec): 3 clusters
  Score: Raw -6014111.646044 + Penalty 3664.407388 = -6010447.238657
  nChanged 54
		SP:Iteration 78Q (40691.730000 sec): 3 clusters
  Score: Raw -6014125.785659 + Penalty 3664.407388 = -6010461.378271
  nChanged 49
		SP:Iteration 79Q (40692.470000 sec): 3 clusters
  Score: Raw -6014138.185350 + Penalty 3664.407388 = -6010473.777962
  nChanged 48
		SP:Iteration 80F (40693.310000 sec): 3 clusters
  Score: Raw -6014148.096931 + Penalty 3664.407388 = -6010483.689543
  nChanged 45
		SP:Iteration 81Q (40694.050000 sec): 3 clusters
  Score: Raw -6014158.967621 + Penalty 3664.407388 = -6010494.560233
  nChanged 48
		SP:Iteration 82Q (40694.750000 sec): 3 clusters
  Score: Raw -6014172.169148 + Penalty 3664.407388 = -6010507.761760
  nChanged 41
		SP:Iteration 83Q (40695.480000 sec): 3 clusters
  Score: Raw -6014180.754406 + Penalty 3664.407388 = -6010516.347019
  nChanged 25
		SP:Iteration 84Q (40696.220000 sec): 3 clusters
  Score: Raw -6014184.834103 + Penalty 3664.407388 = -6010520.426715
  nChanged 18
		SP:Iteration 85Q (40696.950000 sec): 3 clusters
  Score: Raw -6014188.288512 + Penalty 3664.407388 = -6010523.881124
  nChanged 18
		SP:Iteration 86Q (40697.730000 sec): 3 clusters
  Score: Raw -6014191.245815 + Penalty 3664.407388 = -6010526.838427
  nChanged 16
		SP:Iteration 87Q (40698.510000 sec): 3 clusters
  Score: Raw -6014194.354949 + Penalty 3664.407388 = -6010529.947561
  nChanged 15
		SP:Iteration 88Q (40699.250000 sec): 3 clusters
  Score: Raw -6014197.402850 + Penalty 3664.407388 = -6010532.995462
  nChanged 10
		SP:Iteration 89Q (40700.030000 sec): 3 clusters
  Score: Raw -6014199.152318 + Penalty 3664.407388 = -6010534.744930
  nChanged 11
		SP:Iteration 90Q (40700.780000 sec): 3 clusters
  Score: Raw -6014201.080643 + Penalty 3664.407388 = -6010536.673255
  nChanged 7
		SP:Iteration 91Q (40701.490000 sec): 3 clusters
  Score: Raw -6014202.272367 + Penalty 3664.407388 = -6010537.864980
  nChanged 5
		SP:Iteration 92Q (40702.280000 sec): 3 clusters
  Score: Raw -6014203.117999 + Penalty 3664.407388 = -6010538.710611
  nChanged 8
		SP:Iteration 93Q (40703.030000 sec): 3 clusters
  Score: Raw -6014204.128700 + Penalty 3664.407388 = -6010539.721312
  nChanged 3
		SP:Iteration 94Q (40703.690000 sec): 3 clusters
  Score: Raw -6014204.462619 + Penalty 3664.407388 = -6010540.055231
  nChanged 2
		SP:Iteration 95Q (40704.470000 sec): 3 clusters
  Score: Raw -6014204.716634 + Penalty 3664.407388 = -6010540.309246
  nChanged 3
		SP:Iteration 96Q (40705.230000 sec): 3 clusters
  Score: Raw -6014205.043487 + Penalty 3664.407388 = -6010540.636099
  nChanged 3
		SP:Iteration 97Q (40705.970000 sec): 3 clusters
  Score: Raw -6014205.590598 + Penalty 3664.407388 = -6010541.183210
  nChanged 3
		SP:Iteration 98Q (40706.720000 sec): 3 clusters
  Score: Raw -6014206.183917 + Penalty 3664.407388 = -6010541.776529
  nChanged 3
		SP:Iteration 99Q (40707.390000 sec): 3 clusters
  Score: Raw -6014206.465786 + Penalty 3664.407388 = -6010542.058398
  nChanged 2
		SP:Iteration 100F (40708.130000 sec): 3 clusters
  Score: Raw -6014206.802154 + Penalty 3664.407388 = -6010542.394766
  nChanged 2
		SP:Iteration 101Q (40708.860000 sec): 3 clusters
  Score: Raw -6014207.386705 + Penalty 3664.407388 = -6010542.979317
  nChanged 6
		SP:Iteration 102Q (40709.630000 sec): 3 clusters
  Score: Raw -6014208.369795 + Penalty 3664.407388 = -6010543.962407
  nChanged 4
		SP:Iteration 103Q (40710.390000 sec): 3 clusters
  Score: Raw -6014208.982971 + Penalty 3664.407388 = -6010544.575583
  nChanged 5
		SP:Iteration 104Q (40711.150000 sec): 3 clusters
  Score: Raw -6014210.194169 + Penalty 3664.407388 = -6010545.786781
  nChanged 4
		SP:Iteration 105Q (40711.860000 sec): 3 clusters
  Score: Raw -6014211.004726 + Penalty 3664.407388 = -6010546.597339
  nChanged 5
		SP:Iteration 106Q (40712.620000 sec): 3 clusters
  Score: Raw -6014211.593336 + Penalty 3664.407388 = -6010547.185948
  nChanged 4
		SP:Iteration 107Q (40713.390000 sec): 3 clusters
  Score: Raw -6014212.273984 + Penalty 3664.407388 = -6010547.866596
  nChanged 5
		SP:Iteration 108Q (40714.150000 sec): 3 clusters
  Score: Raw -6014213.187940 + Penalty 3664.407388 = -6010548.780552
  nChanged 3
		SP:Iteration 109Q (40714.910000 sec): 3 clusters
  Score: Raw -6014213.622935 + Penalty 3664.407388 = -6010549.215547
  nChanged 1
		SP:Iteration 110Q (40715.620000 sec): 3 clusters
  Score: Raw -6014213.703446 + Penalty 3664.407388 = -6010549.296058
  nChanged 0
		SP:Iteration 111F (40716.390000 sec): 3 clusters
  Score: Raw -6014213.703446 + Penalty 3664.407388 = -6010549.296058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40716.470000 sec): 2 clusters
  Score: Raw -291505.261933 + Penalty 1343.460456 = -290161.801477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40716.640000 sec): 3 clusters
  Score: Raw -289599.481246 + Penalty 2686.920911 = -286912.560335
  nChanged 1544
		SP:Iteration 1F (40716.810000 sec): 3 clusters
  Score: Raw -290629.335337 + Penalty 2686.920911 = -287942.414425
  nChanged 305
		SP:Iteration 2F (40716.990000 sec): 3 clusters
  Score: Raw -290828.113099 + Penalty 2686.920911 = -288141.192188
  nChanged 219
		SP:Iteration 3F (40717.170000 sec): 3 clusters
  Score: Raw -290969.221854 + Penalty 2686.920911 = -288282.300943
  nChanged 162
		SP:Iteration 4Q (40717.340000 sec): 3 clusters
  Score: Raw -291042.376900 + Penalty 2686.920911 = -288355.455988
  nChanged 118
		SP:Iteration 5Q (40717.510000 sec): 3 clusters
  Score: Raw -291097.713179 + Penalty 2686.920911 = -288410.792268
  nChanged 100
		SP:Iteration 6Q (40717.690000 sec): 3 clusters
  Score: Raw -291148.043059 + Penalty 2686.920911 = -288461.122148
  nChanged 84
		SP:Iteration 7Q (40717.860000 sec): 3 clusters
  Score: Raw -291192.867776 + Penalty 2686.920911 = -288505.946864
  nChanged 76
		SP:Iteration 8Q (40718.040000 sec): 3 clusters
  Score: Raw -291231.056448 + Penalty 2686.920911 = -288544.135536
  nChanged 69
		SP:Iteration 9Q (40718.210000 sec): 3 clusters
  Score: Raw -291270.318169 + Penalty 2686.920911 = -288583.397258
  nChanged 73
		SP:Iteration 10Q (40718.390000 sec): 3 clusters
  Score: Raw -291313.274358 + Penalty 2686.920911 = -288626.353446
  nChanged 65
		SP:Iteration 11Q (40718.560000 sec): 3 clusters
  Score: Raw -291348.241979 + Penalty 2686.920911 = -288661.321067
  nChanged 59
		SP:Iteration 12Q (40718.730000 sec): 3 clusters
  Score: Raw -291383.119921 + Penalty 2686.920911 = -288696.199009
  nChanged 52
		SP:Iteration 13Q (40718.910000 sec): 3 clusters
  Score: Raw -291416.928711 + Penalty 2686.920911 = -288730.007799
  nChanged 68
		SP:Iteration 14Q (40719.080000 sec): 3 clusters
  Score: Raw -291460.933408 + Penalty 2686.920911 = -288774.012496
  nChanged 63
		SP:Iteration 15Q (40719.260000 sec): 3 clusters
  Score: Raw -291503.650235 + Penalty 2686.920911 = -288816.729324
  nChanged 68
		SP:Iteration 16Q (40719.480000 sec): 3 clusters
  Score: Raw -291548.730681 + Penalty 2686.920911 = -288861.809769
  nChanged 64
		SP:Iteration 17Q (40719.620000 sec): 3 clusters
  Score: Raw -291590.813542 + Penalty 2686.920911 = -288903.892630
  nChanged 59
		SP:Iteration 18Q (40719.790000 sec): 3 clusters
  Score: Raw -291625.389043 + Penalty 2686.920911 = -288938.468131
  nChanged 50
		SP:Iteration 19Q (40719.970000 sec): 3 clusters
  Score: Raw -291653.724335 + Penalty 2686.920911 = -288966.803423
  nChanged 42
		SP:Iteration 20F (40720.140000 sec): 3 clusters
  Score: Raw -291673.836654 + Penalty 2686.920911 = -288986.915742
  nChanged 29
		SP:Iteration 21Q (40720.320000 sec): 3 clusters
  Score: Raw -291690.737816 + Penalty 2686.920911 = -289003.816905
  nChanged 30
		SP:Iteration 22Q (40720.490000 sec): 3 clusters
  Score: Raw -291707.527265 + Penalty 2686.920911 = -289020.606354
  nChanged 27
		SP:Iteration 23Q (40720.670000 sec): 3 clusters
  Score: Raw -291719.187046 + Penalty 2686.920911 = -289032.266135
  nChanged 25
		SP:Iteration 24Q (40720.860000 sec): 3 clusters
  Score: Raw -291730.665748 + Penalty 2686.920911 = -289043.744837
  nChanged 26
		SP:Iteration 25Q (40721.030000 sec): 3 clusters
  Score: Raw -291743.719619 + Penalty 2686.920911 = -289056.798707
  nChanged 27
		SP:Iteration 26Q (40721.210000 sec): 3 clusters
  Score: Raw -291758.069281 + Penalty 2686.920911 = -289071.148370
  nChanged 24
		SP:Iteration 27Q (40721.390000 sec): 3 clusters
  Score: Raw -291768.890740 + Penalty 2686.920911 = -289081.969829
  nChanged 16
		SP:Iteration 28Q (40721.560000 sec): 3 clusters
  Score: Raw -291777.394184 + Penalty 2686.920911 = -289090.473273
  nChanged 13
		SP:Iteration 29Q (40721.740000 sec): 3 clusters
  Score: Raw -291786.087176 + Penalty 2686.920911 = -289099.166265
  nChanged 18
		SP:Iteration 30Q (40721.910000 sec): 3 clusters
  Score: Raw -291795.495645 + Penalty 2686.920911 = -289108.574734
  nChanged 11
		SP:Iteration 31Q (40722.090000 sec): 3 clusters
  Score: Raw -291801.899390 + Penalty 2686.920911 = -289114.978478
  nChanged 16
		SP:Iteration 32Q (40722.270000 sec): 3 clusters
  Score: Raw -291812.226171 + Penalty 2686.920911 = -289125.305260
  nChanged 13
		SP:Iteration 33Q (40722.440000 sec): 3 clusters
  Score: Raw -291819.361006 + Penalty 2686.920911 = -289132.440095
  nChanged 14
		SP:Iteration 34Q (40722.620000 sec): 3 clusters
  Score: Raw -291828.097305 + Penalty 2686.920911 = -289141.176394
  nChanged 16
		SP:Iteration 35Q (40722.790000 sec): 3 clusters
  Score: Raw -291834.446946 + Penalty 2686.920911 = -289147.526034
  nChanged 16
		SP:Iteration 36Q (40722.970000 sec): 3 clusters
  Score: Raw -291841.081101 + Penalty 2686.920911 = -289154.160189
  nChanged 9
		SP:Iteration 37Q (40723.150000 sec): 3 clusters
  Score: Raw -291846.146901 + Penalty 2686.920911 = -289159.225989
  nChanged 8
		SP:Iteration 38Q (40723.320000 sec): 3 clusters
  Score: Raw -291850.766358 + Penalty 2686.920911 = -289163.845447
  nChanged 4
		SP:Iteration 39Q (40723.500000 sec): 3 clusters
  Score: Raw -291852.629099 + Penalty 2686.920911 = -289165.708187
  nChanged 5
		SP:Iteration 40F (40723.680000 sec): 3 clusters
  Score: Raw -291855.595715 + Penalty 2686.920911 = -289168.674803
  nChanged 2
		SP:Iteration 41Q (40723.850000 sec): 3 clusters
  Score: Raw -291857.111101 + Penalty 2686.920911 = -289170.190190
  nChanged 1
		SP:Iteration 42Q (40724.030000 sec): 3 clusters
  Score: Raw -291857.495962 + Penalty 2686.920911 = -289170.575051
  nChanged 2
		SP:Iteration 43Q (40724.200000 sec): 3 clusters
  Score: Raw -291858.161256 + Penalty 2686.920911 = -289171.240344
  nChanged 0
		SP:Iteration 44F (40724.380000 sec): 3 clusters
  Score: Raw -291858.161256 + Penalty 2686.920911 = -289171.240344
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40724.450000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40724.630000 sec): 3 clusters
  Score: Raw -140153.885305 + Penalty 2424.472299 = -137729.413006
  nChanged 583
		SP:Iteration 1F (40724.800000 sec): 3 clusters
  Score: Raw -140549.845605 + Penalty 2424.472299 = -138125.373306
  nChanged 150
		SP:Iteration 2F (40724.980000 sec): 3 clusters
  Score: Raw -140713.890607 + Penalty 2424.472299 = -138289.418308
  nChanged 126
		SP:Iteration 3F (40725.150000 sec): 3 clusters
  Score: Raw -140870.169845 + Penalty 2424.472299 = -138445.697546
  nChanged 110
		SP:Iteration 4F (40725.330000 sec): 3 clusters
  Score: Raw -140987.383475 + Penalty 2424.472299 = -138562.911176
  nChanged 90
		SP:Iteration 5F (40725.500000 sec): 3 clusters
  Score: Raw -141091.521325 + Penalty 2424.472299 = -138667.049025
  nChanged 86
		SP:Iteration 6Q (40725.680000 sec): 3 clusters
  Score: Raw -141190.664143 + Penalty 2424.472299 = -138766.191844
  nChanged 73
		SP:Iteration 7Q (40725.860000 sec): 3 clusters
  Score: Raw -141263.895154 + Penalty 2424.472299 = -138839.422855
  nChanged 34
		SP:Iteration 8Q (40726.030000 sec): 3 clusters
  Score: Raw -141291.306683 + Penalty 2424.472299 = -138866.834384
  nChanged 29
		SP:Iteration 9Q (40726.210000 sec): 3 clusters
  Score: Raw -141318.024346 + Penalty 2424.472299 = -138893.552047
  nChanged 26
		SP:Iteration 10Q (40726.380000 sec): 3 clusters
  Score: Raw -141343.121857 + Penalty 2424.472299 = -138918.649558
  nChanged 24
		SP:Iteration 11Q (40726.560000 sec): 3 clusters
  Score: Raw -141362.115744 + Penalty 2424.472299 = -138937.643445
  nChanged 13
		SP:Iteration 12Q (40726.740000 sec): 3 clusters
  Score: Raw -141372.045195 + Penalty 2424.472299 = -138947.572896
  nChanged 10
		SP:Iteration 13Q (40726.790000 sec): 3 clusters
  Score: Raw -141379.144075 + Penalty 2424.472299 = -138954.671776
  nChanged 5
		SP:Iteration 14Q (40726.920000 sec): 3 clusters
  Score: Raw -141380.945113 + Penalty 2424.472299 = -138956.472814
  nChanged 1
		SP:Iteration 15Q (40727.080000 sec): 3 clusters
  Score: Raw -141381.357623 + Penalty 2424.472299 = -138956.885324
  nChanged 0
		SP:Iteration 16F (40727.250000 sec): 3 clusters
  Score: Raw -141381.357623 + Penalty 2424.472299 = -138956.885324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40727.360000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40727.520000 sec): 3 clusters
  Score: Raw -225033.147407 + Penalty 2572.369477 = -222460.777930
  nChanged 1049
		SP:Iteration 1F (40727.680000 sec): 3 clusters
  Score: Raw -225677.612842 + Penalty 2572.369477 = -223105.243365
  nChanged 221
		SP:Iteration 2F (40727.840000 sec): 3 clusters
  Score: Raw -225824.372737 + Penalty 2572.369477 = -223252.003260
  nChanged 135
		SP:Iteration 3Q (40728.000000 sec): 3 clusters
  Score: Raw -225899.571749 + Penalty 2572.369477 = -223327.202272
  nChanged 82
		SP:Iteration 4Q (40728.160000 sec): 3 clusters
  Score: Raw -225944.120875 + Penalty 2572.369477 = -223371.751398
  nChanged 84
		SP:Iteration 5Q (40728.320000 sec): 3 clusters
  Score: Raw -225981.783728 + Penalty 2572.369477 = -223409.414251
  nChanged 57
		SP:Iteration 6Q (40728.480000 sec): 3 clusters
  Score: Raw -226003.734247 + Penalty 2572.369477 = -223431.364770
  nChanged 37
		SP:Iteration 7Q (40728.640000 sec): 3 clusters
  Score: Raw -226018.145706 + Penalty 2572.369477 = -223445.776230
  nChanged 33
		SP:Iteration 8Q (40728.810000 sec): 3 clusters
  Score: Raw -226034.204074 + Penalty 2572.369477 = -223461.834597
  nChanged 37
		SP:Iteration 9Q (40729.020000 sec): 3 clusters
  Score: Raw -226048.356479 + Penalty 2572.369477 = -223475.987002
  nChanged 46
		SP:Iteration 10Q (40729.160000 sec): 3 clusters
  Score: Raw -226064.957364 + Penalty 2572.369477 = -223492.587887
  nChanged 45
		SP:Iteration 11Q (40729.300000 sec): 3 clusters
  Score: Raw -226084.049872 + Penalty 2572.369477 = -223511.680396
  nChanged 51
		SP:Iteration 12Q (40729.450000 sec): 3 clusters
  Score: Raw -226110.580313 + Penalty 2572.369477 = -223538.210836
  nChanged 50
		SP:Iteration 13Q (40729.610000 sec): 3 clusters
  Score: Raw -226140.665688 + Penalty 2572.369477 = -223568.296212
  nChanged 64
		SP:Iteration 14Q (40729.770000 sec): 3 clusters
  Score: Raw -226172.588537 + Penalty 2572.369477 = -223600.219060
  nChanged 65
		SP:Iteration 15Q (40729.930000 sec): 3 clusters
  Score: Raw -226209.551974 + Penalty 2572.369477 = -223637.182497
  nChanged 70
		SP:Iteration 16Q (40730.080000 sec): 3 clusters
  Score: Raw -226247.518561 + Penalty 2572.369477 = -223675.149084
  nChanged 64
		SP:Iteration 17Q (40730.240000 sec): 3 clusters
  Score: Raw -226289.753852 + Penalty 2572.369477 = -223717.384375
  nChanged 77
		SP:Iteration 18Q (40730.400000 sec): 3 clusters
  Score: Raw -226336.377478 + Penalty 2572.369477 = -223764.008001
  nChanged 71
		SP:Iteration 19Q (40730.560000 sec): 3 clusters
  Score: Raw -226388.533581 + Penalty 2572.369477 = -223816.164104
  nChanged 62
		SP:Iteration 20F (40730.720000 sec): 3 clusters
  Score: Raw -226425.943903 + Penalty 2572.369477 = -223853.574426
  nChanged 59
		SP:Iteration 21Q (40730.880000 sec): 3 clusters
  Score: Raw -226462.818458 + Penalty 2572.369477 = -223890.448981
  nChanged 50
		SP:Iteration 22Q (40731.060000 sec): 3 clusters
  Score: Raw -226500.927835 + Penalty 2572.369477 = -223928.558358
  nChanged 32
		SP:Iteration 23Q (40731.230000 sec): 3 clusters
  Score: Raw -226525.118570 + Penalty 2572.369477 = -223952.749093
  nChanged 27
		SP:Iteration 24Q (40731.410000 sec): 3 clusters
  Score: Raw -226542.003016 + Penalty 2572.369477 = -223969.633539
  nChanged 19
		SP:Iteration 25Q (40731.580000 sec): 3 clusters
  Score: Raw -226554.089757 + Penalty 2572.369477 = -223981.720281
  nChanged 16
		SP:Iteration 26Q (40731.760000 sec): 3 clusters
  Score: Raw -226562.122847 + Penalty 2572.369477 = -223989.753370
  nChanged 12
		SP:Iteration 27Q (40731.940000 sec): 3 clusters
  Score: Raw -226568.851210 + Penalty 2572.369477 = -223996.481734
  nChanged 10
		SP:Iteration 28Q (40732.110000 sec): 3 clusters
  Score: Raw -226576.452539 + Penalty 2572.369477 = -224004.083062
  nChanged 10
		SP:Iteration 29Q (40732.290000 sec): 3 clusters
  Score: Raw -226580.721809 + Penalty 2572.369477 = -224008.352332
  nChanged 3
		SP:Iteration 30Q (40732.460000 sec): 3 clusters
  Score: Raw -226582.998473 + Penalty 2572.369477 = -224010.628996
  nChanged 4
		SP:Iteration 31Q (40732.640000 sec): 3 clusters
  Score: Raw -226584.644709 + Penalty 2572.369477 = -224012.275232
  nChanged 2
		SP:Iteration 32Q (40732.810000 sec): 3 clusters
  Score: Raw -226585.055755 + Penalty 2572.369477 = -224012.686278
  nChanged 1
		SP:Iteration 33Q (40732.970000 sec): 3 clusters
  Score: Raw -226585.979206 + Penalty 2572.369477 = -224013.609729
  nChanged 1
		SP:Iteration 34Q (40733.130000 sec): 3 clusters
  Score: Raw -226586.475298 + Penalty 2572.369477 = -224014.105821
  nChanged 0
		SP:Iteration 35F (40733.290000 sec): 3 clusters
  Score: Raw -226586.475298 + Penalty 2572.369477 = -224014.105821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40733.360000 sec): 2 clusters
  Score: Raw -161274.595868 + Penalty 1262.798401 = -160011.797466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40733.520000 sec): 3 clusters
  Score: Raw -160262.201500 + Penalty 2525.596803 = -157736.604697
  nChanged 866
		SP:Iteration 1F (40733.680000 sec): 3 clusters
  Score: Raw -160914.395650 + Penalty 2525.596803 = -158388.798847
  nChanged 248
		SP:Iteration 2F (40733.840000 sec): 3 clusters
  Score: Raw -161147.124256 + Penalty 2525.596803 = -158621.527453
  nChanged 161
		SP:Iteration 3F (40734.020000 sec): 3 clusters
  Score: Raw -161290.278409 + Penalty 2525.596803 = -158764.681606
  nChanged 110
		SP:Iteration 4Q (40734.170000 sec): 3 clusters
  Score: Raw -161383.582849 + Penalty 2525.596803 = -158857.986046
  nChanged 76
		SP:Iteration 5Q (40734.350000 sec): 3 clusters
  Score: Raw -161447.725509 + Penalty 2525.596803 = -158922.128706
  nChanged 59
		SP:Iteration 6Q (40734.520000 sec): 3 clusters
  Score: Raw -161490.241416 + Penalty 2525.596803 = -158964.644613
  nChanged 53
		SP:Iteration 7Q (40734.700000 sec): 3 clusters
  Score: Raw -161527.194900 + Penalty 2525.596803 = -159001.598097
  nChanged 49
		SP:Iteration 8Q (40734.880000 sec): 3 clusters
  Score: Raw -161568.975883 + Penalty 2525.596803 = -159043.379080
  nChanged 42
		SP:Iteration 9Q (40735.050000 sec): 3 clusters
  Score: Raw -161597.952586 + Penalty 2525.596803 = -159072.355783
  nChanged 35
		SP:Iteration 10Q (40735.230000 sec): 3 clusters
  Score: Raw -161624.848076 + Penalty 2525.596803 = -159099.251273
  nChanged 27
		SP:Iteration 11Q (40735.400000 sec): 3 clusters
  Score: Raw -161643.506127 + Penalty 2525.596803 = -159117.909324
  nChanged 24
		SP:Iteration 12Q (40735.580000 sec): 3 clusters
  Score: Raw -161657.223337 + Penalty 2525.596803 = -159131.626534
  nChanged 12
		SP:Iteration 13Q (40735.760000 sec): 3 clusters
  Score: Raw -161662.076350 + Penalty 2525.596803 = -159136.479547
  nChanged 9
		SP:Iteration 14Q (40735.930000 sec): 3 clusters
  Score: Raw -161667.438185 + Penalty 2525.596803 = -159141.841383
  nChanged 10
		SP:Iteration 15Q (40736.100000 sec): 3 clusters
  Score: Raw -161671.269736 + Penalty 2525.596803 = -159145.672933
  nChanged 5
		SP:Iteration 16Q (40736.280000 sec): 3 clusters
  Score: Raw -161672.824930 + Penalty 2525.596803 = -159147.228127
  nChanged 4
		SP:Iteration 17Q (40736.460000 sec): 3 clusters
  Score: Raw -161674.214072 + Penalty 2525.596803 = -159148.617269
  nChanged 4
		SP:Iteration 18Q (40736.630000 sec): 3 clusters
  Score: Raw -161675.647821 + Penalty 2525.596803 = -159150.051018
  nChanged 6
		SP:Iteration 19Q (40736.810000 sec): 3 clusters
  Score: Raw -161678.765089 + Penalty 2525.596803 = -159153.168286
  nChanged 3
		SP:Iteration 20F (40736.980000 sec): 3 clusters
  Score: Raw -161679.702201 + Penalty 2525.596803 = -159154.105398
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40737.070000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40737.240000 sec): 3 clusters
  Score: Raw -103772.009104 + Penalty 2346.145655 = -101425.863449
  nChanged 450
		SP:Iteration 1F (40737.420000 sec): 3 clusters
  Score: Raw -104154.063548 + Penalty 2346.145655 = -101807.917893
  nChanged 98
		SP:Iteration 2F (40737.600000 sec): 3 clusters
  Score: Raw -104224.679114 + Penalty 2346.145655 = -101878.533459
  nChanged 46
		SP:Iteration 3Q (40737.770000 sec): 3 clusters
  Score: Raw -104261.025842 + Penalty 2346.145655 = -101914.880187
  nChanged 36
		SP:Iteration 4Q (40737.950000 sec): 3 clusters
  Score: Raw -104290.960339 + Penalty 2346.145655 = -101944.814684
  nChanged 27
		SP:Iteration 5Q (40738.120000 sec): 3 clusters
  Score: Raw -104315.383981 + Penalty 2346.145655 = -101969.238326
  nChanged 23
		SP:Iteration 6Q (40738.300000 sec): 3 clusters
  Score: Raw -104335.865174 + Penalty 2346.145655 = -101989.719519
  nChanged 18
		SP:Iteration 7Q (40738.470000 sec): 3 clusters
  Score: Raw -104345.860478 + Penalty 2346.145655 = -101999.714823
  nChanged 13
		SP:Iteration 8Q (40738.650000 sec): 3 clusters
  Score: Raw -104358.470637 + Penalty 2346.145655 = -102012.324983
  nChanged 15
		SP:Iteration 9Q (40738.820000 sec): 3 clusters
  Score: Raw -104380.672279 + Penalty 2346.145655 = -102034.526624
  nChanged 18
		SP:Iteration 10Q (40739.000000 sec): 3 clusters
  Score: Raw -104400.572274 + Penalty 2346.145655 = -102054.426619
  nChanged 17
		SP:Iteration 11Q (40739.180000 sec): 3 clusters
  Score: Raw -104414.210574 + Penalty 2346.145655 = -102068.064919
  nChanged 14
		SP:Iteration 12Q (40739.350000 sec): 3 clusters
  Score: Raw -104425.444805 + Penalty 2346.145655 = -102079.299150
  nChanged 17
		SP:Iteration 13Q (40739.530000 sec): 3 clusters
  Score: Raw -104436.853206 + Penalty 2346.145655 = -102090.707551
  nChanged 19
		SP:Iteration 14Q (40739.700000 sec): 3 clusters
  Score: Raw -104452.551349 + Penalty 2346.145655 = -102106.405694
  nChanged 17
		SP:Iteration 15Q (40739.880000 sec): 3 clusters
  Score: Raw -104463.402285 + Penalty 2346.145655 = -102117.256630
  nChanged 13
		SP:Iteration 16Q (40740.060000 sec): 3 clusters
  Score: Raw -104474.037887 + Penalty 2346.145655 = -102127.892232
  nChanged 16
		SP:Iteration 17Q (40740.230000 sec): 3 clusters
  Score: Raw -104488.770966 + Penalty 2346.145655 = -102142.625311
  nChanged 16
		SP:Iteration 18Q (40740.400000 sec): 3 clusters
  Score: Raw -104506.654187 + Penalty 2346.145655 = -102160.508532
  nChanged 27
		SP:Iteration 19Q (40740.580000 sec): 3 clusters
  Score: Raw -104533.847818 + Penalty 2346.145655 = -102187.702163
  nChanged 22
		SP:Iteration 20F (40740.760000 sec): 3 clusters
  Score: Raw -104553.964953 + Penalty 2346.145655 = -102207.819298
  nChanged 12
		SP:Iteration 21Q (40740.930000 sec): 3 clusters
  Score: Raw -104562.400763 + Penalty 2346.145655 = -102216.255108
  nChanged 7
		SP:Iteration 22Q (40741.110000 sec): 3 clusters
  Score: Raw -104568.509573 + Penalty 2346.145655 = -102222.363918
  nChanged 7
		SP:Iteration 23Q (40741.280000 sec): 3 clusters
  Score: Raw -104573.389046 + Penalty 2346.145655 = -102227.243391
  nChanged 3
		SP:Iteration 24Q (40741.460000 sec): 3 clusters
  Score: Raw -104577.103079 + Penalty 2346.145655 = -102230.957424
  nChanged 5
		SP:Iteration 25Q (40741.640000 sec): 3 clusters
  Score: Raw -104580.278240 + Penalty 2346.145655 = -102234.132585
  nChanged 8
		SP:Iteration 26Q (40741.810000 sec): 3 clusters
  Score: Raw -104587.088286 + Penalty 2346.145655 = -102240.942631
  nChanged 8
		SP:Iteration 27Q (40741.990000 sec): 3 clusters
  Score: Raw -104592.524154 + Penalty 2346.145655 = -102246.378499
  nChanged 7
		SP:Iteration 28Q (40742.160000 sec): 3 clusters
  Score: Raw -104598.244523 + Penalty 2346.145655 = -102252.098868
  nChanged 4
		SP:Iteration 29Q (40742.340000 sec): 3 clusters
  Score: Raw -104601.944192 + Penalty 2346.145655 = -102255.798537
  nChanged 3
		SP:Iteration 30Q (40742.520000 sec): 3 clusters
  Score: Raw -104603.282384 + Penalty 2346.145655 = -102257.136729
  nChanged 1
		SP:Iteration 31Q (40742.690000 sec): 3 clusters
  Score: Raw -104603.517463 + Penalty 2346.145655 = -102257.371808
  nChanged 0
		SP:Iteration 32F (40742.870000 sec): 3 clusters
  Score: Raw -104603.517463 + Penalty 2346.145655 = -102257.371808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40742.960000 sec): 2 clusters
  Score: Raw -94159.802066 + Penalty 1169.217940 = -92990.584126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40743.130000 sec): 3 clusters
  Score: Raw -93705.886985 + Penalty 2338.435879 = -91367.451106
  nChanged 405
		SP:Iteration 1F (40743.310000 sec): 3 clusters
  Score: Raw -94086.945327 + Penalty 2338.435879 = -91748.509448
  nChanged 123
		SP:Iteration 2F (40743.480000 sec): 3 clusters
  Score: Raw -94260.768069 + Penalty 2338.435879 = -91922.332190
  nChanged 100
		SP:Iteration 3F (40743.660000 sec): 3 clusters
  Score: Raw -94417.487113 + Penalty 2338.435879 = -92079.051234
  nChanged 68
		SP:Iteration 4F (40743.840000 sec): 3 clusters
  Score: Raw -94506.195672 + Penalty 2338.435879 = -92167.759793
  nChanged 43
		SP:Iteration 5Q (40744.010000 sec): 3 clusters
  Score: Raw -94556.887603 + Penalty 2338.435879 = -92218.451724
  nChanged 27
		SP:Iteration 6Q (40744.190000 sec): 3 clusters
  Score: Raw -94585.429486 + Penalty 2338.435879 = -92246.993607
  nChanged 18
		SP:Iteration 7Q (40744.360000 sec): 3 clusters
  Score: Raw -94609.072834 + Penalty 2338.435879 = -92270.636955
  nChanged 15
		SP:Iteration 8Q (40744.540000 sec): 3 clusters
  Score: Raw -94624.418230 + Penalty 2338.435879 = -92285.982351
  nChanged 11
		SP:Iteration 9Q (40744.710000 sec): 3 clusters
  Score: Raw -94632.323997 + Penalty 2338.435879 = -92293.888118
  nChanged 6
		SP:Iteration 10Q (40744.890000 sec): 3 clusters
  Score: Raw -94639.014320 + Penalty 2338.435879 = -92300.578441
  nChanged 6
		SP:Iteration 11Q (40745.060000 sec): 3 clusters
  Score: Raw -94645.675030 + Penalty 2338.435879 = -92307.239151
  nChanged 5
		SP:Iteration 12Q (40745.240000 sec): 3 clusters
  Score: Raw -94649.587643 + Penalty 2338.435879 = -92311.151764
  nChanged 2
		SP:Iteration 13Q (40745.420000 sec): 3 clusters
  Score: Raw -94650.835167 + Penalty 2338.435879 = -92312.399288
  nChanged 2
		SP:Iteration 14Q (40745.590000 sec): 3 clusters
  Score: Raw -94653.022868 + Penalty 2338.435879 = -92314.586989
  nChanged 2
		SP:Iteration 15Q (40745.770000 sec): 3 clusters
  Score: Raw -94653.912334 + Penalty 2338.435879 = -92315.476455
  nChanged 0
		SP:Iteration 16F (40745.940000 sec): 3 clusters
  Score: Raw -94653.912334 + Penalty 2338.435879 = -92315.476455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40746.030000 sec): 2 clusters
  Score: Raw -49916.652669 + Penalty 1071.369737 = -48845.282933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40746.200000 sec): 3 clusters
  Score: Raw -49765.273805 + Penalty 2142.739474 = -47622.534331
  nChanged 192
		SP:Iteration 1F (40746.380000 sec): 3 clusters
  Score: Raw -50082.098332 + Penalty 2142.739474 = -47939.358858
  nChanged 67
		SP:Iteration 2F (40746.560000 sec): 3 clusters
  Score: Raw -50195.093178 + Penalty 2142.739474 = -48052.353704
  nChanged 31
		SP:Iteration 3Q (40746.730000 sec): 3 clusters
  Score: Raw -50254.959467 + Penalty 2142.739474 = -48112.219993
  nChanged 23
		SP:Iteration 4Q (40746.910000 sec): 3 clusters
  Score: Raw -50290.821775 + Penalty 2142.739474 = -48148.082301
  nChanged 13
		SP:Iteration 5Q (40747.080000 sec): 3 clusters
  Score: Raw -50310.720928 + Penalty 2142.739474 = -48167.981454
  nChanged 14
		SP:Iteration 6Q (40747.260000 sec): 3 clusters
  Score: Raw -50336.826428 + Penalty 2142.739474 = -48194.086955
  nChanged 10
		SP:Iteration 7Q (40747.440000 sec): 3 clusters
  Score: Raw -50354.606890 + Penalty 2142.739474 = -48211.867416
  nChanged 6
		SP:Iteration 8Q (40747.610000 sec): 3 clusters
  Score: Raw -50367.344132 + Penalty 2142.739474 = -48224.604658
  nChanged 8
		SP:Iteration 9Q (40747.790000 sec): 3 clusters
  Score: Raw -50382.838548 + Penalty 2142.739474 = -48240.099075
  nChanged 8
		SP:Iteration 10Q (40747.960000 sec): 3 clusters
  Score: Raw -50396.090608 + Penalty 2142.739474 = -48253.351134
  nChanged 5
		SP:Iteration 11Q (40748.140000 sec): 3 clusters
  Score: Raw -50404.484192 + Penalty 2142.739474 = -48261.744718
  nChanged 1
		SP:Iteration 12Q (40748.320000 sec): 3 clusters
  Score: Raw -50405.243295 + Penalty 2142.739474 = -48262.503821
  nChanged 0
		SP:Iteration 13F (40748.490000 sec): 3 clusters
  Score: Raw -50405.243295 + Penalty 2142.739474 = -48262.503821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40748.560000 sec): 2 clusters
  Score: Raw -207770.968508 + Penalty 1289.067167 = -206481.901342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40748.720000 sec): 3 clusters
  Score: Raw -206485.858950 + Penalty 2578.134334 = -203907.724616
  nChanged 1032
		SP:Iteration 1F (40748.880000 sec): 3 clusters
  Score: Raw -207240.254148 + Penalty 2578.134334 = -204662.119814
  nChanged 251
		SP:Iteration 2F (40749.040000 sec): 3 clusters
  Score: Raw -207464.519307 + Penalty 2578.134334 = -204886.384973
  nChanged 173
		SP:Iteration 3F (40749.200000 sec): 3 clusters
  Score: Raw -207618.774228 + Penalty 2578.134334 = -205040.639894
  nChanged 120
		SP:Iteration 4Q (40749.380000 sec): 3 clusters
  Score: Raw -207728.866289 + Penalty 2578.134334 = -205150.731955
  nChanged 110
		SP:Iteration 5Q (40749.540000 sec): 3 clusters
  Score: Raw -207826.284248 + Penalty 2578.134334 = -205248.149914
  nChanged 101
		SP:Iteration 6Q (40749.710000 sec): 3 clusters
  Score: Raw -207913.839218 + Penalty 2578.134334 = -205335.704884
  nChanged 85
		SP:Iteration 7Q (40749.890000 sec): 3 clusters
  Score: Raw -207971.077407 + Penalty 2578.134334 = -205392.943073
  nChanged 57
		SP:Iteration 8Q (40750.060000 sec): 3 clusters
  Score: Raw -208011.375683 + Penalty 2578.134334 = -205433.241350
  nChanged 55
		SP:Iteration 9Q (40750.240000 sec): 3 clusters
  Score: Raw -208046.387781 + Penalty 2578.134334 = -205468.253447
  nChanged 46
		SP:Iteration 10Q (40750.420000 sec): 3 clusters
  Score: Raw -208070.182276 + Penalty 2578.134334 = -205492.047942
  nChanged 32
		SP:Iteration 11Q (40750.590000 sec): 3 clusters
  Score: Raw -208084.507288 + Penalty 2578.134334 = -205506.372954
  nChanged 22
		SP:Iteration 12Q (40750.770000 sec): 3 clusters
  Score: Raw -208094.071530 + Penalty 2578.134334 = -205515.937196
  nChanged 16
		SP:Iteration 13Q (40750.940000 sec): 3 clusters
  Score: Raw -208102.052127 + Penalty 2578.134334 = -205523.917794
  nChanged 19
		SP:Iteration 14Q (40751.120000 sec): 3 clusters
  Score: Raw -208108.982067 + Penalty 2578.134334 = -205530.847733
  nChanged 12
		SP:Iteration 15Q (40751.300000 sec): 3 clusters
  Score: Raw -208114.370985 + Penalty 2578.134334 = -205536.236651
  nChanged 13
		SP:Iteration 16Q (40751.470000 sec): 3 clusters
  Score: Raw -208118.935435 + Penalty 2578.134334 = -205540.801101
  nChanged 5
		SP:Iteration 17Q (40751.650000 sec): 3 clusters
  Score: Raw -208120.286329 + Penalty 2578.134334 = -205542.151995
  nChanged 3
		SP:Iteration 18Q (40751.820000 sec): 3 clusters
  Score: Raw -208121.381155 + Penalty 2578.134334 = -205543.246821
  nChanged 6
		SP:Iteration 19Q (40752.000000 sec): 3 clusters
  Score: Raw -208124.015083 + Penalty 2578.134334 = -205545.880749
  nChanged 9
		SP:Iteration 20F (40752.180000 sec): 3 clusters
  Score: Raw -208127.373302 + Penalty 2578.134334 = -205549.238968
  nChanged 8
		SP:Iteration 21Q (40752.350000 sec): 3 clusters
  Score: Raw -208130.692233 + Penalty 2578.134334 = -205552.557899
  nChanged 7
		SP:Iteration 22Q (40752.530000 sec): 3 clusters
  Score: Raw -208133.414175 + Penalty 2578.134334 = -205555.279841
  nChanged 9
		SP:Iteration 23Q (40752.700000 sec): 3 clusters
  Score: Raw -208138.629206 + Penalty 2578.134334 = -205560.494872
  nChanged 11
		SP:Iteration 24Q (40752.900000 sec): 3 clusters
  Score: Raw -208144.005542 + Penalty 2578.134334 = -205565.871208
  nChanged 8
		SP:Iteration 25Q (40753.050000 sec): 3 clusters
  Score: Raw -208147.728876 + Penalty 2578.134334 = -205569.594542
  nChanged 8
		SP:Iteration 26Q (40753.220000 sec): 3 clusters
  Score: Raw -208150.479006 + Penalty 2578.134334 = -205572.344672
  nChanged 6
		SP:Iteration 27Q (40753.400000 sec): 3 clusters
  Score: Raw -208152.584163 + Penalty 2578.134334 = -205574.449829
  nChanged 3
		SP:Iteration 28Q (40753.570000 sec): 3 clusters
  Score: Raw -208153.879822 + Penalty 2578.134334 = -205575.745489
  nChanged 4
		SP:Iteration 29Q (40753.730000 sec): 3 clusters
  Score: Raw -208154.754722 + Penalty 2578.134334 = -205576.620388
  nChanged 1
		SP:Iteration 30Q (40753.890000 sec): 3 clusters
  Score: Raw -208154.925153 + Penalty 2578.134334 = -205576.790819
  nChanged 1
		SP:Iteration 31Q (40754.060000 sec): 3 clusters
  Score: Raw -208155.156389 + Penalty 2578.134334 = -205577.022055
  nChanged 0
		SP:Iteration 32F (40754.240000 sec): 3 clusters
  Score: Raw -208155.156389 + Penalty 2578.134334 = -205577.022055
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40754.310000 sec): 2 clusters
  Score: Raw -162977.071363 + Penalty 1224.051338 = -161753.020025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40754.470000 sec): 3 clusters
  Score: Raw -162185.743560 + Penalty 2448.102676 = -159737.640884
  nChanged 669
		SP:Iteration 1F (40754.630000 sec): 3 clusters
  Score: Raw -162652.329864 + Penalty 2448.102676 = -160204.227188
  nChanged 182
		SP:Iteration 2F (40754.790000 sec): 3 clusters
  Score: Raw -162839.241508 + Penalty 2448.102676 = -160391.138832
  nChanged 138
		SP:Iteration 3F (40754.950000 sec): 3 clusters
  Score: Raw -163029.487982 + Penalty 2448.102676 = -160581.385306
  nChanged 121
		SP:Iteration 4F (40755.110000 sec): 3 clusters
  Score: Raw -163202.920564 + Penalty 2448.102676 = -160754.817888
  nChanged 91
		SP:Iteration 5Q (40755.270000 sec): 3 clusters
  Score: Raw -163306.277411 + Penalty 2448.102676 = -160858.174735
  nChanged 79
		SP:Iteration 6Q (40755.430000 sec): 3 clusters
  Score: Raw -163397.566201 + Penalty 2448.102676 = -160949.463525
  nChanged 72
		SP:Iteration 7Q (40755.630000 sec): 3 clusters
  Score: Raw -163471.914862 + Penalty 2448.102676 = -161023.812186
  nChanged 52
		SP:Iteration 8Q (40755.790000 sec): 3 clusters
  Score: Raw -163518.183098 + Penalty 2448.102676 = -161070.080422
  nChanged 37
		SP:Iteration 9Q (40755.930000 sec): 3 clusters
  Score: Raw -163546.120245 + Penalty 2448.102676 = -161098.017569
  nChanged 30
		SP:Iteration 10Q (40756.090000 sec): 3 clusters
  Score: Raw -163568.632537 + Penalty 2448.102676 = -161120.529861
  nChanged 21
		SP:Iteration 11Q (40756.250000 sec): 3 clusters
  Score: Raw -163582.793009 + Penalty 2448.102676 = -161134.690333
  nChanged 11
		SP:Iteration 12Q (40756.410000 sec): 3 clusters
  Score: Raw -163587.128921 + Penalty 2448.102676 = -161139.026245
  nChanged 5
		SP:Iteration 13Q (40756.570000 sec): 3 clusters
  Score: Raw -163589.659586 + Penalty 2448.102676 = -161141.556910
  nChanged 3
		SP:Iteration 14Q (40756.730000 sec): 3 clusters
  Score: Raw -163592.051866 + Penalty 2448.102676 = -161143.949189
  nChanged 2
		SP:Iteration 15Q (40756.890000 sec): 3 clusters
  Score: Raw -163593.879155 + Penalty 2448.102676 = -161145.776479
  nChanged 5
		SP:Iteration 16Q (40757.050000 sec): 3 clusters
  Score: Raw -163597.082894 + Penalty 2448.102676 = -161148.980218
  nChanged 4
		SP:Iteration 17Q (40757.210000 sec): 3 clusters
  Score: Raw -163598.322623 + Penalty 2448.102676 = -161150.219947
  nChanged 2
		SP:Iteration 18Q (40757.370000 sec): 3 clusters
  Score: Raw -163599.000838 + Penalty 2448.102676 = -161150.898162
  nChanged 0
		SP:Iteration 19F (40757.530000 sec): 3 clusters
  Score: Raw -163599.000838 + Penalty 2448.102676 = -161150.898162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40757.600000 sec): 2 clusters
  Score: Raw -40636.966423 + Penalty 1007.912022 = -39629.054401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40757.760000 sec): 3 clusters
  Score: Raw -40581.224984 + Penalty 2015.824043 = -38565.400941
  nChanged 110
		SP:Iteration 1F (40757.920000 sec): 3 clusters
  Score: Raw -40740.159734 + Penalty 2015.824043 = -38724.335691
  nChanged 25
		SP:Iteration 2F (40758.090000 sec): 3 clusters
  Score: Raw -40806.165167 + Penalty 2015.824043 = -38790.341124
  nChanged 14
		SP:Iteration 3Q (40758.260000 sec): 3 clusters
  Score: Raw -40832.913047 + Penalty 2015.824043 = -38817.089004
  nChanged 6
		SP:Iteration 4Q (40758.440000 sec): 3 clusters
  Score: Raw -40839.386775 + Penalty 2015.824043 = -38823.562732
  nChanged 4
		SP:Iteration 5Q (40758.610000 sec): 3 clusters
  Score: Raw -40844.463832 + Penalty 2015.824043 = -38828.639788
  nChanged 4
		SP:Iteration 6Q (40758.780000 sec): 3 clusters
  Score: Raw -40850.084712 + Penalty 2015.824043 = -38834.260669
  nChanged 2
		SP:Iteration 7Q (40758.960000 sec): 3 clusters
  Score: Raw -40853.480137 + Penalty 2015.824043 = -38837.656094
  nChanged 1
		SP:Iteration 8Q (40759.130000 sec): 3 clusters
  Score: Raw -40854.992497 + Penalty 2015.824043 = -38839.168454
  nChanged 0
		SP:Iteration 9F (40759.310000 sec): 3 clusters
  Score: Raw -40854.992497 + Penalty 2015.824043 = -38839.168454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40759.380000 sec): 2 clusters
  Score: Raw -232401.146374 + Penalty 1290.113308 = -231111.033066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40759.550000 sec): 3 clusters
  Score: Raw -231107.287009 + Penalty 2580.226616 = -228527.060393
  nChanged 989
		SP:Iteration 1F (40759.730000 sec): 3 clusters
  Score: Raw -231671.595851 + Penalty 2580.226616 = -229091.369235
  nChanged 211
		SP:Iteration 2F (40759.910000 sec): 3 clusters
  Score: Raw -231812.696511 + Penalty 2580.226616 = -229232.469895
  nChanged 141
		SP:Iteration 3F (40760.080000 sec): 3 clusters
  Score: Raw -231897.620968 + Penalty 2580.226616 = -229317.394352
  nChanged 100
		SP:Iteration 4Q (40760.260000 sec): 3 clusters
  Score: Raw -231963.445395 + Penalty 2580.226616 = -229383.218779
  nChanged 102
		SP:Iteration 5Q (40760.430000 sec): 3 clusters
  Score: Raw -232042.624656 + Penalty 2580.226616 = -229462.398040
  nChanged 121
		SP:Iteration 6Q (40760.610000 sec): 3 clusters
  Score: Raw -232135.575327 + Penalty 2580.226616 = -229555.348711
  nChanged 122
		SP:Iteration 7Q (40760.790000 sec): 3 clusters
  Score: Raw -232228.530512 + Penalty 2580.226616 = -229648.303896
  nChanged 105
		SP:Iteration 8Q (40760.960000 sec): 3 clusters
  Score: Raw -232314.534995 + Penalty 2580.226616 = -229734.308380
  nChanged 100
		SP:Iteration 9Q (40761.140000 sec): 3 clusters
  Score: Raw -232408.299845 + Penalty 2580.226616 = -229828.073229
  nChanged 110
		SP:Iteration 10Q (40761.310000 sec): 3 clusters
  Score: Raw -232518.079737 + Penalty 2580.226616 = -229937.853121
  nChanged 133
		SP:Iteration 11Q (40761.490000 sec): 3 clusters
  Score: Raw -232692.349118 + Penalty 2580.226616 = -230112.122502
  nChanged 134
		SP:Iteration 12Q (40761.670000 sec): 3 clusters
  Score: Raw -232875.511554 + Penalty 2580.226616 = -230295.284938
  nChanged 127
		SP:Iteration 13Q (40761.840000 sec): 3 clusters
  Score: Raw -233107.599917 + Penalty 2580.226616 = -230527.373302
  nChanged 117
		SP:Iteration 14Q (40762.010000 sec): 3 clusters
  Score: Raw -233362.362883 + Penalty 2580.226616 = -230782.136267
  nChanged 89
		SP:Iteration 15Q (40762.190000 sec): 3 clusters
  Score: Raw -233512.030017 + Penalty 2580.226616 = -230931.803401
  nChanged 41
		SP:Iteration 16Q (40762.370000 sec): 3 clusters
  Score: Raw -233546.056424 + Penalty 2580.226616 = -230965.829808
  nChanged 13
		SP:Iteration 17Q (40762.540000 sec): 3 clusters
  Score: Raw -233552.759278 + Penalty 2580.226616 = -230972.532662
  nChanged 6
		SP:Iteration 18Q (40762.720000 sec): 3 clusters
  Score: Raw -233555.929423 + Penalty 2580.226616 = -230975.702807
  nChanged 3
		SP:Iteration 19Q (40762.890000 sec): 3 clusters
  Score: Raw -233556.771431 + Penalty 2580.226616 = -230976.544815
  nChanged 2
		SP:Iteration 20F (40763.070000 sec): 3 clusters
  Score: Raw -233557.227145 + Penalty 2580.226616 = -230977.000529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40763.160000 sec): 2 clusters
  Score: Raw -52222.875059 + Penalty 1094.371145 = -51128.503914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40763.330000 sec): 3 clusters
  Score: Raw -52019.638796 + Penalty 2188.742289 = -49830.896507
  nChanged 247
		SP:Iteration 1F (40763.510000 sec): 3 clusters
  Score: Raw -52389.699284 + Penalty 2188.742289 = -50200.956995
  nChanged 84
		SP:Iteration 2F (40763.690000 sec): 3 clusters
  Score: Raw -52547.469622 + Penalty 2188.742289 = -50358.727332
  nChanged 40
		SP:Iteration 3Q (40763.860000 sec): 3 clusters
  Score: Raw -52609.798724 + Penalty 2188.742289 = -50421.056434
  nChanged 21
		SP:Iteration 4Q (40764.040000 sec): 3 clusters
  Score: Raw -52631.761463 + Penalty 2188.742289 = -50443.019173
  nChanged 9
		SP:Iteration 5Q (40764.210000 sec): 3 clusters
  Score: Raw -52636.375494 + Penalty 2188.742289 = -50447.633204
  nChanged 4
		SP:Iteration 6Q (40764.390000 sec): 3 clusters
  Score: Raw -52639.734150 + Penalty 2188.742289 = -50450.991861
  nChanged 3
		SP:Iteration 7Q (40764.570000 sec): 3 clusters
  Score: Raw -52642.545346 + Penalty 2188.742289 = -50453.803057
  nChanged 3
		SP:Iteration 8Q (40764.740000 sec): 3 clusters
  Score: Raw -52646.178545 + Penalty 2188.742289 = -50457.436256
  nChanged 0
		SP:Iteration 9F (40764.910000 sec): 3 clusters
  Score: Raw -52646.178545 + Penalty 2188.742289 = -50457.436256
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40764.990000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40765.170000 sec): 3 clusters
  Score: Raw -161788.784123 + Penalty 2486.614057 = -159302.170066
  nChanged 767
		SP:Iteration 1F (40765.340000 sec): 3 clusters
  Score: Raw -162256.428002 + Penalty 2486.614057 = -159769.813945
  nChanged 161
		SP:Iteration 2F (40765.520000 sec): 3 clusters
  Score: Raw -162379.218772 + Penalty 2486.614057 = -159892.604715
  nChanged 114
		SP:Iteration 3F (40765.690000 sec): 3 clusters
  Score: Raw -162456.927848 + Penalty 2486.614057 = -159970.313791
  nChanged 90
		SP:Iteration 4Q (40765.870000 sec): 3 clusters
  Score: Raw -162523.640523 + Penalty 2486.614057 = -160037.026466
  nChanged 89
		SP:Iteration 5Q (40766.050000 sec): 3 clusters
  Score: Raw -162583.803373 + Penalty 2486.614057 = -160097.189316
  nChanged 67
		SP:Iteration 6Q (40766.220000 sec): 3 clusters
  Score: Raw -162627.559655 + Penalty 2486.614057 = -160140.945598
  nChanged 62
		SP:Iteration 7Q (40766.410000 sec): 3 clusters
  Score: Raw -162665.412116 + Penalty 2486.614057 = -160178.798059
  nChanged 41
		SP:Iteration 8Q (40766.570000 sec): 3 clusters
  Score: Raw -162692.027492 + Penalty 2486.614057 = -160205.413435
  nChanged 41
		SP:Iteration 9Q (40766.740000 sec): 3 clusters
  Score: Raw -162720.853174 + Penalty 2486.614057 = -160234.239117
  nChanged 44
		SP:Iteration 10Q (40766.920000 sec): 3 clusters
  Score: Raw -162754.250374 + Penalty 2486.614057 = -160267.636317
  nChanged 41
		SP:Iteration 11Q (40767.090000 sec): 3 clusters
  Score: Raw -162782.986471 + Penalty 2486.614057 = -160296.372414
  nChanged 34
		SP:Iteration 12Q (40767.250000 sec): 3 clusters
  Score: Raw -162801.529701 + Penalty 2486.614057 = -160314.915644
  nChanged 24
		SP:Iteration 13Q (40767.410000 sec): 3 clusters
  Score: Raw -162817.050512 + Penalty 2486.614057 = -160330.436455
  nChanged 21
		SP:Iteration 14Q (40767.570000 sec): 3 clusters
  Score: Raw -162829.576035 + Penalty 2486.614057 = -160342.961978
  nChanged 17
		SP:Iteration 15Q (40767.730000 sec): 3 clusters
  Score: Raw -162841.936924 + Penalty 2486.614057 = -160355.322867
  nChanged 17
		SP:Iteration 16Q (40767.890000 sec): 3 clusters
  Score: Raw -162863.996503 + Penalty 2486.614057 = -160377.382446
  nChanged 23
		SP:Iteration 17Q (40768.050000 sec): 3 clusters
  Score: Raw -162879.324552 + Penalty 2486.614057 = -160392.710495
  nChanged 27
		SP:Iteration 18Q (40768.210000 sec): 3 clusters
  Score: Raw -162901.262090 + Penalty 2486.614057 = -160414.648033
  nChanged 19
		SP:Iteration 19Q (40768.370000 sec): 3 clusters
  Score: Raw -162937.521801 + Penalty 2486.614057 = -160450.907744
  nChanged 29
		SP:Iteration 20F (40768.530000 sec): 3 clusters
  Score: Raw -162973.464506 + Penalty 2486.614057 = -160486.850449
  nChanged 32
		SP:Iteration 21Q (40768.690000 sec): 3 clusters
  Score: Raw -163012.875295 + Penalty 2486.614057 = -160526.261238
  nChanged 28
		SP:Iteration 22Q (40768.850000 sec): 3 clusters
  Score: Raw -163036.302852 + Penalty 2486.614057 = -160549.688795
  nChanged 18
		SP:Iteration 23Q (40769.020000 sec): 3 clusters
  Score: Raw -163050.657255 + Penalty 2486.614057 = -160564.043198
  nChanged 13
		SP:Iteration 24Q (40769.180000 sec): 3 clusters
  Score: Raw -163058.131023 + Penalty 2486.614057 = -160571.516966
  nChanged 6
		SP:Iteration 25Q (40769.350000 sec): 3 clusters
  Score: Raw -163062.320775 + Penalty 2486.614057 = -160575.706718
  nChanged 8
		SP:Iteration 26Q (40769.530000 sec): 3 clusters
  Score: Raw -163066.714748 + Penalty 2486.614057 = -160580.100691
  nChanged 7
		SP:Iteration 27Q (40769.710000 sec): 3 clusters
  Score: Raw -163070.443390 + Penalty 2486.614057 = -160583.829333
  nChanged 5
		SP:Iteration 28Q (40769.880000 sec): 3 clusters
  Score: Raw -163073.083278 + Penalty 2486.614057 = -160586.469221
  nChanged 5
		SP:Iteration 29Q (40770.060000 sec): 3 clusters
  Score: Raw -163078.076954 + Penalty 2486.614057 = -160591.462897
  nChanged 6
		SP:Iteration 30Q (40770.230000 sec): 3 clusters
  Score: Raw -163081.691341 + Penalty 2486.614057 = -160595.077284
  nChanged 2
		SP:Iteration 31Q (40770.410000 sec): 3 clusters
  Score: Raw -163082.553553 + Penalty 2486.614057 = -160595.939496
  nChanged 6
		SP:Iteration 32Q (40770.580000 sec): 3 clusters
  Score: Raw -163085.839502 + Penalty 2486.614057 = -160599.225445
  nChanged 8
		SP:Iteration 33Q (40770.760000 sec): 3 clusters
  Score: Raw -163089.456975 + Penalty 2486.614057 = -160602.842918
  nChanged 7
		SP:Iteration 34Q (40770.930000 sec): 3 clusters
  Score: Raw -163093.321625 + Penalty 2486.614057 = -160606.707568
  nChanged 3
		SP:Iteration 35Q (40771.110000 sec): 3 clusters
  Score: Raw -163095.908058 + Penalty 2486.614057 = -160609.294001
  nChanged 6
		SP:Iteration 36Q (40771.290000 sec): 3 clusters
  Score: Raw -163099.272735 + Penalty 2486.614057 = -160612.658678
  nChanged 4
		SP:Iteration 37Q (40771.460000 sec): 3 clusters
  Score: Raw -163101.161846 + Penalty 2486.614057 = -160614.547788
  nChanged 6
		SP:Iteration 38Q (40771.640000 sec): 3 clusters
  Score: Raw -163103.887339 + Penalty 2486.614057 = -160617.273282
  nChanged 3
		SP:Iteration 39Q (40771.860000 sec): 3 clusters
  Score: Raw -163105.320770 + Penalty 2486.614057 = -160618.706713
  nChanged 2
		SP:Iteration 40F (40772.010000 sec): 3 clusters
  Score: Raw -163105.761092 + Penalty 2486.614057 = -160619.147035
  nChanged 3
		SP:Iteration 41Q (40772.180000 sec): 3 clusters
  Score: Raw -163107.128179 + Penalty 2486.614057 = -160620.514122
  nChanged 1
		SP:Iteration 42Q (40772.340000 sec): 3 clusters
  Score: Raw -163107.525903 + Penalty 2486.614057 = -160620.911846
  nChanged 0
		SP:Iteration 43F (40772.500000 sec): 3 clusters
  Score: Raw -163107.525903 + Penalty 2486.614057 = -160620.911846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40772.580000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40772.760000 sec): 3 clusters
  Score: Raw -151454.170523 + Penalty 2468.500866 = -148985.669657
  nChanged 682
		SP:Iteration 1F (40772.980000 sec): 3 clusters
  Score: Raw -151896.985012 + Penalty 2468.500866 = -149428.484146
  nChanged 164
		SP:Iteration 2F (40773.140000 sec): 3 clusters
  Score: Raw -152015.394468 + Penalty 2468.500866 = -149546.893602
  nChanged 108
		SP:Iteration 3F (40773.310000 sec): 3 clusters
  Score: Raw -152093.396901 + Penalty 2468.500866 = -149624.896035
  nChanged 73
		SP:Iteration 4Q (40773.490000 sec): 3 clusters
  Score: Raw -152138.969699 + Penalty 2468.500866 = -149670.468834
  nChanged 55
		SP:Iteration 5Q (40773.670000 sec): 3 clusters
  Score: Raw -152172.788165 + Penalty 2468.500866 = -149704.287300
  nChanged 40
		SP:Iteration 6Q (40773.840000 sec): 3 clusters
  Score: Raw -152198.966997 + Penalty 2468.500866 = -149730.466131
  nChanged 47
		SP:Iteration 7Q (40774.020000 sec): 3 clusters
  Score: Raw -152222.526838 + Penalty 2468.500866 = -149754.025973
  nChanged 33
		SP:Iteration 8Q (40774.190000 sec): 3 clusters
  Score: Raw -152246.052314 + Penalty 2468.500866 = -149777.551448
  nChanged 44
		SP:Iteration 9Q (40774.370000 sec): 3 clusters
  Score: Raw -152269.592085 + Penalty 2468.500866 = -149801.091219
  nChanged 31
		SP:Iteration 10Q (40774.550000 sec): 3 clusters
  Score: Raw -152288.814041 + Penalty 2468.500866 = -149820.313176
  nChanged 28
		SP:Iteration 11Q (40774.720000 sec): 3 clusters
  Score: Raw -152305.858197 + Penalty 2468.500866 = -149837.357331
  nChanged 26
		SP:Iteration 12Q (40774.890000 sec): 3 clusters
  Score: Raw -152324.824498 + Penalty 2468.500866 = -149856.323633
  nChanged 24
		SP:Iteration 13Q (40775.070000 sec): 3 clusters
  Score: Raw -152343.857281 + Penalty 2468.500866 = -149875.356415
  nChanged 25
		SP:Iteration 14Q (40775.250000 sec): 3 clusters
  Score: Raw -152362.473357 + Penalty 2468.500866 = -149893.972492
  nChanged 28
		SP:Iteration 15Q (40775.420000 sec): 3 clusters
  Score: Raw -152384.060668 + Penalty 2468.500866 = -149915.559803
  nChanged 31
		SP:Iteration 16Q (40775.600000 sec): 3 clusters
  Score: Raw -152405.435121 + Penalty 2468.500866 = -149936.934255
  nChanged 31
		SP:Iteration 17Q (40775.770000 sec): 3 clusters
  Score: Raw -152418.997345 + Penalty 2468.500866 = -149950.496480
  nChanged 13
		SP:Iteration 18Q (40775.950000 sec): 3 clusters
  Score: Raw -152426.130532 + Penalty 2468.500866 = -149957.629667
  nChanged 11
		SP:Iteration 19Q (40776.130000 sec): 3 clusters
  Score: Raw -152431.630484 + Penalty 2468.500866 = -149963.129619
  nChanged 5
		SP:Iteration 20F (40776.300000 sec): 3 clusters
  Score: Raw -152434.364054 + Penalty 2468.500866 = -149965.863188
  nChanged 2
		SP:Iteration 21Q (40776.470000 sec): 3 clusters
  Score: Raw -152435.439179 + Penalty 2468.500866 = -149966.938314
  nChanged 3
		SP:Iteration 22Q (40776.650000 sec): 3 clusters
  Score: Raw -152436.304105 + Penalty 2468.500866 = -149967.803239
  nChanged 5
		SP:Iteration 23Q (40776.830000 sec): 3 clusters
  Score: Raw -152440.425788 + Penalty 2468.500866 = -149971.924922
  nChanged 4
		SP:Iteration 24Q (40777.000000 sec): 3 clusters
  Score: Raw -152443.021073 + Penalty 2468.500866 = -149974.520207
  nChanged 8
		SP:Iteration 25Q (40777.180000 sec): 3 clusters
  Score: Raw -152447.708382 + Penalty 2468.500866 = -149979.207516
  nChanged 5
		SP:Iteration 26Q (40777.350000 sec): 3 clusters
  Score: Raw -152449.953898 + Penalty 2468.500866 = -149981.453033
  nChanged 4
		SP:Iteration 27Q (40777.530000 sec): 3 clusters
  Score: Raw -152452.847350 + Penalty 2468.500866 = -149984.346484
  nChanged 5
		SP:Iteration 28Q (40777.710000 sec): 3 clusters
  Score: Raw -152456.222001 + Penalty 2468.500866 = -149987.721135
  nChanged 10
		SP:Iteration 29Q (40777.880000 sec): 3 clusters
  Score: Raw -152462.261518 + Penalty 2468.500866 = -149993.760652
  nChanged 9
		SP:Iteration 30Q (40778.050000 sec): 3 clusters
  Score: Raw -152467.459958 + Penalty 2468.500866 = -149998.959092
  nChanged 10
		SP:Iteration 31Q (40778.210000 sec): 3 clusters
  Score: Raw -152473.111746 + Penalty 2468.500866 = -150004.610880
  nChanged 9
		SP:Iteration 32Q (40778.370000 sec): 3 clusters
  Score: Raw -152476.782083 + Penalty 2468.500866 = -150008.281217
  nChanged 8
		SP:Iteration 33Q (40778.530000 sec): 3 clusters
  Score: Raw -152481.070196 + Penalty 2468.500866 = -150012.569331
  nChanged 12
		SP:Iteration 34Q (40778.690000 sec): 3 clusters
  Score: Raw -152488.938498 + Penalty 2468.500866 = -150020.437632
  nChanged 12
		SP:Iteration 35Q (40778.850000 sec): 3 clusters
  Score: Raw -152496.181931 + Penalty 2468.500866 = -150027.681065
  nChanged 13
		SP:Iteration 36Q (40779.010000 sec): 3 clusters
  Score: Raw -152502.860794 + Penalty 2468.500866 = -150034.359928
  nChanged 13
		SP:Iteration 37Q (40779.170000 sec): 3 clusters
  Score: Raw -152510.861185 + Penalty 2468.500866 = -150042.360319
  nChanged 11
		SP:Iteration 38Q (40779.330000 sec): 3 clusters
  Score: Raw -152516.241017 + Penalty 2468.500866 = -150047.740151
  nChanged 5
		SP:Iteration 39Q (40779.490000 sec): 3 clusters
  Score: Raw -152517.942690 + Penalty 2468.500866 = -150049.441824
  nChanged 4
		SP:Iteration 40F (40779.650000 sec): 3 clusters
  Score: Raw -152520.126481 + Penalty 2468.500866 = -150051.625616
  nChanged 4
		SP:Iteration 41Q (40779.810000 sec): 3 clusters
  Score: Raw -152522.731157 + Penalty 2468.500866 = -150054.230292
  nChanged 5
		SP:Iteration 42Q (40779.990000 sec): 3 clusters
  Score: Raw -152525.210553 + Penalty 2468.500866 = -150056.709687
  nChanged 4
		SP:Iteration 43Q (40780.150000 sec): 3 clusters
  Score: Raw -152526.894293 + Penalty 2468.500866 = -150058.393428
  nChanged 5
		SP:Iteration 44Q (40780.320000 sec): 3 clusters
  Score: Raw -152529.090851 + Penalty 2468.500866 = -150060.589986
  nChanged 3
		SP:Iteration 45Q (40780.500000 sec): 3 clusters
  Score: Raw -152530.666978 + Penalty 2468.500866 = -150062.166113
  nChanged 3
		SP:Iteration 46Q (40780.670000 sec): 3 clusters
  Score: Raw -152532.442422 + Penalty 2468.500866 = -150063.941556
  nChanged 4
		SP:Iteration 47Q (40780.850000 sec): 3 clusters
  Score: Raw -152534.159413 + Penalty 2468.500866 = -150065.658547
  nChanged 3
		SP:Iteration 48Q (40781.030000 sec): 3 clusters
  Score: Raw -152535.960942 + Penalty 2468.500866 = -150067.460076
  nChanged 6
		SP:Iteration 49Q (40781.200000 sec): 3 clusters
  Score: Raw -152539.382159 + Penalty 2468.500866 = -150070.881293
  nChanged 7
		SP:Iteration 50Q (40781.390000 sec): 3 clusters
  Score: Raw -152543.567217 + Penalty 2468.500866 = -150075.066351
  nChanged 5
		SP:Iteration 51Q (40781.550000 sec): 3 clusters
  Score: Raw -152546.515245 + Penalty 2468.500866 = -150078.014380
  nChanged 4
		SP:Iteration 52Q (40781.730000 sec): 3 clusters
  Score: Raw -152549.584010 + Penalty 2468.500866 = -150081.083144
  nChanged 6
		SP:Iteration 53Q (40781.900000 sec): 3 clusters
  Score: Raw -152552.072050 + Penalty 2468.500866 = -150083.571185
  nChanged 10
		SP:Iteration 54Q (40782.080000 sec): 3 clusters
  Score: Raw -152556.800049 + Penalty 2468.500866 = -150088.299184
  nChanged 5
		SP:Iteration 55Q (40782.250000 sec): 3 clusters
  Score: Raw -152560.164441 + Penalty 2468.500866 = -150091.663575
  nChanged 7
		SP:Iteration 56Q (40782.430000 sec): 3 clusters
  Score: Raw -152564.046723 + Penalty 2468.500866 = -150095.545858
  nChanged 3
		SP:Iteration 57Q (40782.610000 sec): 3 clusters
  Score: Raw -152564.952424 + Penalty 2468.500866 = -150096.451558
  nChanged 3
		SP:Iteration 58Q (40782.780000 sec): 3 clusters
  Score: Raw -152566.050620 + Penalty 2468.500866 = -150097.549755
  nChanged 1
		SP:Iteration 59Q (40782.950000 sec): 3 clusters
  Score: Raw -152566.127276 + Penalty 2468.500866 = -150097.626411
  nChanged 0
		SP:Iteration 60F (40783.110000 sec): 3 clusters
  Score: Raw -152566.127276 + Penalty 2468.500866 = -150097.626411
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40783.190000 sec): 2 clusters
  Score: Raw -167808.579862 + Penalty 1244.077903 = -166564.501960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40783.350000 sec): 3 clusters
  Score: Raw -166900.437114 + Penalty 2488.155806 = -164412.281308
  nChanged 762
		SP:Iteration 1F (40783.510000 sec): 3 clusters
  Score: Raw -167527.358428 + Penalty 2488.155806 = -165039.202622
  nChanged 217
		SP:Iteration 2F (40783.670000 sec): 3 clusters
  Score: Raw -167810.827867 + Penalty 2488.155806 = -165322.672062
  nChanged 184
		SP:Iteration 3F (40783.830000 sec): 3 clusters
  Score: Raw -168073.581456 + Penalty 2488.155806 = -165585.425650
  nChanged 149
		SP:Iteration 4F (40783.990000 sec): 3 clusters
  Score: Raw -168242.978223 + Penalty 2488.155806 = -165754.822418
  nChanged 98
		SP:Iteration 5Q (40784.150000 sec): 3 clusters
  Score: Raw -168337.846210 + Penalty 2488.155806 = -165849.690405
  nChanged 65
		SP:Iteration 6Q (40784.310000 sec): 3 clusters
  Score: Raw -168393.790506 + Penalty 2488.155806 = -165905.634701
  nChanged 43
		SP:Iteration 7Q (40784.470000 sec): 3 clusters
  Score: Raw -168428.816154 + Penalty 2488.155806 = -165940.660348
  nChanged 28
		SP:Iteration 8Q (40784.630000 sec): 3 clusters
  Score: Raw -168449.772428 + Penalty 2488.155806 = -165961.616622
  nChanged 18
		SP:Iteration 9Q (40784.790000 sec): 3 clusters
  Score: Raw -168462.765491 + Penalty 2488.155806 = -165974.609686
  nChanged 12
		SP:Iteration 10Q (40784.950000 sec): 3 clusters
  Score: Raw -168472.004002 + Penalty 2488.155806 = -165983.848196
  nChanged 7
		SP:Iteration 11Q (40785.110000 sec): 3 clusters
  Score: Raw -168477.777189 + Penalty 2488.155806 = -165989.621383
  nChanged 11
		SP:Iteration 12Q (40785.270000 sec): 3 clusters
  Score: Raw -168486.367044 + Penalty 2488.155806 = -165998.211238
  nChanged 8
		SP:Iteration 13Q (40785.430000 sec): 3 clusters
  Score: Raw -168490.120490 + Penalty 2488.155806 = -166001.964684
  nChanged 6
		SP:Iteration 14Q (40785.590000 sec): 3 clusters
  Score: Raw -168493.722212 + Penalty 2488.155806 = -166005.566406
  nChanged 7
		SP:Iteration 15Q (40785.750000 sec): 3 clusters
  Score: Raw -168496.066869 + Penalty 2488.155806 = -166007.911064
  nChanged 3
		SP:Iteration 16Q (40785.910000 sec): 3 clusters
  Score: Raw -168497.565858 + Penalty 2488.155806 = -166009.410052
  nChanged 2
		SP:Iteration 17Q (40786.070000 sec): 3 clusters
  Score: Raw -168498.923796 + Penalty 2488.155806 = -166010.767990
  nChanged 1
		SP:Iteration 18Q (40786.230000 sec): 3 clusters
  Score: Raw -168499.267774 + Penalty 2488.155806 = -166011.111968
  nChanged 2
		SP:Iteration 19Q (40786.390000 sec): 3 clusters
  Score: Raw -168501.032873 + Penalty 2488.155806 = -166012.877067
  nChanged 3
		SP:Iteration 20F (40786.550000 sec): 3 clusters
  Score: Raw -168502.346484 + Penalty 2488.155806 = -166014.190679
  nChanged 1
		SP:Iteration 21Q (40786.710000 sec): 3 clusters
  Score: Raw -168502.625865 + Penalty 2488.155806 = -166014.470059
  nChanged 1
		SP:Iteration 22Q (40786.870000 sec): 3 clusters
  Score: Raw -168503.301477 + Penalty 2488.155806 = -166015.145671
  nChanged 0
		SP:Iteration 23F (40787.030000 sec): 3 clusters
  Score: Raw -168503.301477 + Penalty 2488.155806 = -166015.145671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40787.720000 sec): 2 clusters
  Score: Raw -8051175.805318 + Penalty 1861.159987 = -8049314.645331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40788.630000 sec): 3 clusters
  Score: Raw -7989799.986631 + Penalty 3722.319974 = -7986077.666657
  nChanged 45170
		SP:Iteration 1F (40789.640000 sec): 3 clusters
  Score: Raw -8016719.468734 + Penalty 3722.319974 = -8012997.148760
  nChanged 3098
		SP:Iteration 2Q (40790.740000 sec): 3 clusters
  Score: Raw -8017471.915701 + Penalty 3722.319974 = -8013749.595728
  nChanged 3086
		SP:Iteration 3Q (40791.860000 sec): 3 clusters
  Score: Raw -8018309.833853 + Penalty 3722.319974 = -8014587.513879
  nChanged 3286
		SP:Iteration 4Q (40792.950000 sec): 3 clusters
  Score: Raw -8019291.234304 + Penalty 3722.319974 = -8015568.914331
  nChanged 3576
		SP:Iteration 5Q (40794.040000 sec): 3 clusters
  Score: Raw -8020560.967951 + Penalty 3722.319974 = -8016838.647977
  nChanged 3970
		SP:Iteration 6Q (40795.120000 sec): 3 clusters
  Score: Raw -8022306.975237 + Penalty 3722.319974 = -8018584.655263
  nChanged 4702
		SP:Iteration 7Q (40796.230000 sec): 3 clusters
  Score: Raw -8024815.216729 + Penalty 3722.319974 = -8021092.896755
  nChanged 5488
		SP:Iteration 8F (40797.270000 sec): 3 clusters
  Score: Raw -8028611.608196 + Penalty 3722.319974 = -8024889.288222
  nChanged 6338
		SP:Iteration 9F (40798.290000 sec): 3 clusters
  Score: Raw -8033860.229822 + Penalty 3722.319974 = -8030137.909849
  nChanged 6480
		SP:Iteration 10F (40799.370000 sec): 3 clusters
  Score: Raw -8039880.430923 + Penalty 3722.319974 = -8036158.110949
  nChanged 5305
		SP:Iteration 11F (40800.370000 sec): 3 clusters
  Score: Raw -8045266.088014 + Penalty 3722.319974 = -8041543.768040
  nChanged 3471
		SP:Iteration 12Q (40801.420000 sec): 3 clusters
  Score: Raw -8048816.075327 + Penalty 3722.319974 = -8045093.755354
  nChanged 2055
		SP:Iteration 13Q (40802.370000 sec): 3 clusters
  Score: Raw -8050438.804850 + Penalty 3722.319974 = -8046716.484876
  nChanged 1247
		SP:Iteration 14Q (40803.320000 sec): 3 clusters
  Score: Raw -8051094.794579 + Penalty 3722.319974 = -8047372.474605
  nChanged 832
		SP:Iteration 15Q (40804.160000 sec): 3 clusters
  Score: Raw -8051423.905033 + Penalty 3722.319974 = -8047701.585060
  nChanged 627
		SP:Iteration 16Q (40805.020000 sec): 3 clusters
  Score: Raw -8051625.811548 + Penalty 3722.319974 = -8047903.491574
  nChanged 458
		SP:Iteration 17Q (40805.950000 sec): 3 clusters
  Score: Raw -8051741.725478 + Penalty 3722.319974 = -8048019.405505
  nChanged 343
		SP:Iteration 18Q (40806.880000 sec): 3 clusters
  Score: Raw -8051818.952539 + Penalty 3722.319974 = -8048096.632566
  nChanged 291
		SP:Iteration 19Q (40807.800000 sec): 3 clusters
  Score: Raw -8051879.410071 + Penalty 3722.319974 = -8048157.090098
  nChanged 241
		SP:Iteration 20F (40808.850000 sec): 3 clusters
  Score: Raw -8051925.380680 + Penalty 3722.319974 = -8048203.060706
  nChanged 195
		SP:Iteration 21Q (40809.720000 sec): 3 clusters
  Score: Raw -8051966.325553 + Penalty 3722.319974 = -8048244.005580
  nChanged 179
		SP:Iteration 22Q (40810.580000 sec): 3 clusters
  Score: Raw -8052002.786937 + Penalty 3722.319974 = -8048280.466963
  nChanged 164
		SP:Iteration 23Q (40811.390000 sec): 3 clusters
  Score: Raw -8052031.718957 + Penalty 3722.319974 = -8048309.398984
  nChanged 132
		SP:Iteration 24Q (40812.250000 sec): 3 clusters
  Score: Raw -8052059.102736 + Penalty 3722.319974 = -8048336.782762
  nChanged 109
		SP:Iteration 25Q (40813.130000 sec): 3 clusters
  Score: Raw -8052078.899183 + Penalty 3722.319974 = -8048356.579210
  nChanged 98
		SP:Iteration 26Q (40813.990000 sec): 3 clusters
  Score: Raw -8052094.853828 + Penalty 3722.319974 = -8048372.533854
  nChanged 90
		SP:Iteration 27Q (40814.850000 sec): 3 clusters
  Score: Raw -8052107.566207 + Penalty 3722.319974 = -8048385.246233
  nChanged 86
		SP:Iteration 28Q (40815.710000 sec): 3 clusters
  Score: Raw -8052119.387245 + Penalty 3722.319974 = -8048397.067271
  nChanged 75
		SP:Iteration 29Q (40816.580000 sec): 3 clusters
  Score: Raw -8052132.031798 + Penalty 3722.319974 = -8048409.711824
  nChanged 62
		SP:Iteration 30Q (40817.450000 sec): 3 clusters
  Score: Raw -8052139.905024 + Penalty 3722.319974 = -8048417.585050
  nChanged 54
		SP:Iteration 31Q (40818.330000 sec): 3 clusters
  Score: Raw -8052146.290945 + Penalty 3722.319974 = -8048423.970971
  nChanged 38
		SP:Iteration 32Q (40819.200000 sec): 3 clusters
  Score: Raw -8052151.151927 + Penalty 3722.319974 = -8048428.831953
  nChanged 41
		SP:Iteration 33Q (40820.130000 sec): 3 clusters
  Score: Raw -8052156.882901 + Penalty 3722.319974 = -8048434.562927
  nChanged 39
		SP:Iteration 34Q (40821.040000 sec): 3 clusters
  Score: Raw -8052161.462168 + Penalty 3722.319974 = -8048439.142195
  nChanged 38
		SP:Iteration 35Q (40821.990000 sec): 3 clusters
  Score: Raw -8052166.817759 + Penalty 3722.319974 = -8048444.497786
  nChanged 37
		SP:Iteration 36Q (40822.910000 sec): 3 clusters
  Score: Raw -8052172.322675 + Penalty 3722.319974 = -8048450.002701
  nChanged 37
		SP:Iteration 37Q (40823.830000 sec): 3 clusters
  Score: Raw -8052177.882263 + Penalty 3722.319974 = -8048455.562289
  nChanged 30
		SP:Iteration 38Q (40824.700000 sec): 3 clusters
  Score: Raw -8052181.017414 + Penalty 3722.319974 = -8048458.697440
  nChanged 32
		SP:Iteration 39Q (40825.600000 sec): 3 clusters
  Score: Raw -8052185.232460 + Penalty 3722.319974 = -8048462.912486
  nChanged 31
		SP:Iteration 40F (40826.710000 sec): 3 clusters
  Score: Raw -8052189.460736 + Penalty 3722.319974 = -8048467.140762
  nChanged 36
		SP:Iteration 41Q (40827.560000 sec): 3 clusters
  Score: Raw -8052193.113605 + Penalty 3722.319974 = -8048470.793631
  nChanged 33
		SP:Iteration 42Q (40828.410000 sec): 3 clusters
  Score: Raw -8052196.702206 + Penalty 3722.319974 = -8048474.382232
  nChanged 25
		SP:Iteration 43Q (40829.330000 sec): 3 clusters
  Score: Raw -8052199.580744 + Penalty 3722.319974 = -8048477.260770
  nChanged 26
		SP:Iteration 44Q (40830.210000 sec): 3 clusters
  Score: Raw -8052202.663283 + Penalty 3722.319974 = -8048480.343309
  nChanged 21
		SP:Iteration 45Q (40831.090000 sec): 3 clusters
  Score: Raw -8052204.715819 + Penalty 3722.319974 = -8048482.395845
  nChanged 24
		SP:Iteration 46Q (40831.880000 sec): 3 clusters
  Score: Raw -8052207.292570 + Penalty 3722.319974 = -8048484.972597
  nChanged 26
		SP:Iteration 47Q (40832.770000 sec): 3 clusters
  Score: Raw -8052210.767138 + Penalty 3722.319974 = -8048488.447165
  nChanged 30
		SP:Iteration 48Q (40833.610000 sec): 3 clusters
  Score: Raw -8052214.044222 + Penalty 3722.319974 = -8048491.724248
  nChanged 21
		SP:Iteration 49Q (40834.530000 sec): 3 clusters
  Score: Raw -8052216.375166 + Penalty 3722.319974 = -8048494.055193
  nChanged 19
		SP:Iteration 50Q (40835.400000 sec): 3 clusters
  Score: Raw -8052219.185295 + Penalty 3722.319974 = -8048496.865321
  nChanged 23
		SP:Iteration 51Q (40836.260000 sec): 3 clusters
  Score: Raw -8052222.317233 + Penalty 3722.319974 = -8048499.997259
  nChanged 28
		SP:Iteration 52Q (40837.160000 sec): 3 clusters
  Score: Raw -8052225.775656 + Penalty 3722.319974 = -8048503.455683
  nChanged 24
		SP:Iteration 53Q (40838.040000 sec): 3 clusters
  Score: Raw -8052228.447020 + Penalty 3722.319974 = -8048506.127046
  nChanged 12
		SP:Iteration 54Q (40838.950000 sec): 3 clusters
  Score: Raw -8052229.767286 + Penalty 3722.319974 = -8048507.447312
  nChanged 9
		SP:Iteration 55Q (40839.820000 sec): 3 clusters
  Score: Raw -8052230.787081 + Penalty 3722.319974 = -8048508.467108
  nChanged 11
		SP:Iteration 56Q (40840.670000 sec): 3 clusters
  Score: Raw -8052231.942541 + Penalty 3722.319974 = -8048509.622568
  nChanged 11
		SP:Iteration 57Q (40841.490000 sec): 3 clusters
  Score: Raw -8052232.843487 + Penalty 3722.319974 = -8048510.523514
  nChanged 9
		SP:Iteration 58Q (40842.410000 sec): 3 clusters
  Score: Raw -8052233.707723 + Penalty 3722.319974 = -8048511.387749
  nChanged 7
		SP:Iteration 59Q (40843.280000 sec): 3 clusters
  Score: Raw -8052234.491839 + Penalty 3722.319974 = -8048512.171866
  nChanged 7
		SP:Iteration 60F (40844.330000 sec): 3 clusters
  Score: Raw -8052235.207292 + Penalty 3722.319974 = -8048512.887319
  nChanged 9
		SP:Iteration 61Q (40845.250000 sec): 3 clusters
  Score: Raw -8052236.192682 + Penalty 3722.319974 = -8048513.872708
  nChanged 10
		SP:Iteration 62Q (40846.090000 sec): 3 clusters
  Score: Raw -8052237.349638 + Penalty 3722.319974 = -8048515.029664
  nChanged 8
		SP:Iteration 63Q (40847.000000 sec): 3 clusters
  Score: Raw -8052238.265244 + Penalty 3722.319974 = -8048515.945271
  nChanged 16
		SP:Iteration 64Q (40847.930000 sec): 3 clusters
  Score: Raw -8052240.236366 + Penalty 3722.319974 = -8048517.916393
  nChanged 15
		SP:Iteration 65Q (40848.830000 sec): 3 clusters
  Score: Raw -8052242.081279 + Penalty 3722.319974 = -8048519.761305
  nChanged 13
		SP:Iteration 66Q (40849.730000 sec): 3 clusters
  Score: Raw -8052243.565560 + Penalty 3722.319974 = -8048521.245587
  nChanged 14
		SP:Iteration 67Q (40850.670000 sec): 3 clusters
  Score: Raw -8052245.175511 + Penalty 3722.319974 = -8048522.855537
  nChanged 12
		SP:Iteration 68Q (40851.550000 sec): 3 clusters
  Score: Raw -8052246.378554 + Penalty 3722.319974 = -8048524.058580
  nChanged 9
		SP:Iteration 69Q (40852.430000 sec): 3 clusters
  Score: Raw -8052247.068254 + Penalty 3722.319974 = -8048524.748281
  nChanged 7
		SP:Iteration 70Q (40853.360000 sec): 3 clusters
  Score: Raw -8052247.672422 + Penalty 3722.319974 = -8048525.352448
  nChanged 6
		SP:Iteration 71Q (40854.230000 sec): 3 clusters
  Score: Raw -8052248.255626 + Penalty 3722.319974 = -8048525.935652
  nChanged 4
		SP:Iteration 72Q (40855.160000 sec): 3 clusters
  Score: Raw -8052248.542852 + Penalty 3722.319974 = -8048526.222878
  nChanged 2
		SP:Iteration 73Q (40856.040000 sec): 3 clusters
  Score: Raw -8052248.707877 + Penalty 3722.319974 = -8048526.387904
  nChanged 2
		SP:Iteration 74Q (40856.900000 sec): 3 clusters
  Score: Raw -8052248.806308 + Penalty 3722.319974 = -8048526.486335
  nChanged 2
		SP:Iteration 75Q (40857.780000 sec): 3 clusters
  Score: Raw -8052248.973938 + Penalty 3722.319974 = -8048526.653964
  nChanged 2
		SP:Iteration 76Q (40858.640000 sec): 3 clusters
  Score: Raw -8052249.126208 + Penalty 3722.319974 = -8048526.806234
  nChanged 2
		SP:Iteration 77Q (40859.510000 sec): 3 clusters
  Score: Raw -8052249.268025 + Penalty 3722.319974 = -8048526.948051
  nChanged 1
		SP:Iteration 78Q (40860.370000 sec): 3 clusters
  Score: Raw -8052249.356047 + Penalty 3722.319974 = -8048527.036073
  nChanged 1
		SP:Iteration 79Q (40861.180000 sec): 3 clusters
  Score: Raw -8052249.422955 + Penalty 3722.319974 = -8048527.102982
  nChanged 1
		SP:Iteration 80F (40862.190000 sec): 3 clusters
  Score: Raw -8052249.481582 + Penalty 3722.319974 = -8048527.161609
  nChanged 2
		SP:Iteration 81Q (40863.070000 sec): 3 clusters
  Score: Raw -8052249.559675 + Penalty 3722.319974 = -8048527.239702
  nChanged 0
		SP:Iteration 82F (40864.080000 sec): 3 clusters
  Score: Raw -8052249.559675 + Penalty 3722.319974 = -8048527.239702
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40864.180000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40864.380000 sec): 3 clusters
  Score: Raw -125042.738516 + Penalty 2405.796744 = -122636.941772
  nChanged 554
		SP:Iteration 1F (40864.550000 sec): 3 clusters
  Score: Raw -125418.802682 + Penalty 2405.796744 = -123013.005937
  nChanged 113
		SP:Iteration 2F (40864.730000 sec): 3 clusters
  Score: Raw -125515.466243 + Penalty 2405.796744 = -123109.669498
  nChanged 61
		SP:Iteration 3Q (40864.900000 sec): 3 clusters
  Score: Raw -125561.828712 + Penalty 2405.796744 = -123156.031968
  nChanged 47
		SP:Iteration 4Q (40865.080000 sec): 3 clusters
  Score: Raw -125594.944882 + Penalty 2405.796744 = -123189.148138
  nChanged 25
		SP:Iteration 5Q (40865.260000 sec): 3 clusters
  Score: Raw -125613.090023 + Penalty 2405.796744 = -123207.293279
  nChanged 15
		SP:Iteration 6Q (40865.430000 sec): 3 clusters
  Score: Raw -125625.502825 + Penalty 2405.796744 = -123219.706081
  nChanged 15
		SP:Iteration 7Q (40865.610000 sec): 3 clusters
  Score: Raw -125636.860373 + Penalty 2405.796744 = -123231.063628
  nChanged 14
		SP:Iteration 8Q (40865.780000 sec): 3 clusters
  Score: Raw -125645.424780 + Penalty 2405.796744 = -123239.628036
  nChanged 12
		SP:Iteration 9Q (40865.960000 sec): 3 clusters
  Score: Raw -125652.800183 + Penalty 2405.796744 = -123247.003439
  nChanged 13
		SP:Iteration 10Q (40866.140000 sec): 3 clusters
  Score: Raw -125660.377189 + Penalty 2405.796744 = -123254.580445
  nChanged 14
		SP:Iteration 11Q (40866.310000 sec): 3 clusters
  Score: Raw -125666.417716 + Penalty 2405.796744 = -123260.620972
  nChanged 11
		SP:Iteration 12Q (40866.490000 sec): 3 clusters
  Score: Raw -125669.947836 + Penalty 2405.796744 = -123264.151091
  nChanged 4
		SP:Iteration 13Q (40866.660000 sec): 3 clusters
  Score: Raw -125671.451300 + Penalty 2405.796744 = -123265.654556
  nChanged 2
		SP:Iteration 14Q (40866.840000 sec): 3 clusters
  Score: Raw -125672.461719 + Penalty 2405.796744 = -123266.664974
  nChanged 1
		SP:Iteration 15Q (40867.020000 sec): 3 clusters
  Score: Raw -125672.821417 + Penalty 2405.796744 = -123267.024672
  nChanged 0
		SP:Iteration 16F (40867.190000 sec): 3 clusters
  Score: Raw -125672.821417 + Penalty 2405.796744 = -123267.024672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40867.300000 sec): 2 clusters
  Score: Raw -207359.854101 + Penalty 1303.774011 = -206056.080090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40867.440000 sec): 3 clusters
  Score: Raw -205929.069181 + Penalty 2607.548023 = -203321.521159
  nChanged 1188
		SP:Iteration 1F (40867.600000 sec): 3 clusters
  Score: Raw -206822.533195 + Penalty 2607.548023 = -204214.985172
  nChanged 310
		SP:Iteration 2F (40867.760000 sec): 3 clusters
  Score: Raw -207124.322667 + Penalty 2607.548023 = -204516.774645
  nChanged 215
		SP:Iteration 3F (40867.940000 sec): 3 clusters
  Score: Raw -207338.565921 + Penalty 2607.548023 = -204731.017899
  nChanged 187
		SP:Iteration 4F (40868.120000 sec): 3 clusters
  Score: Raw -207546.366454 + Penalty 2607.548023 = -204938.818431
  nChanged 172
		SP:Iteration 5F (40868.290000 sec): 3 clusters
  Score: Raw -207716.700525 + Penalty 2607.548023 = -205109.152502
  nChanged 132
		SP:Iteration 6Q (40868.460000 sec): 3 clusters
  Score: Raw -207817.146652 + Penalty 2607.548023 = -205209.598629
  nChanged 90
		SP:Iteration 7Q (40868.640000 sec): 3 clusters
  Score: Raw -207880.689044 + Penalty 2607.548023 = -205273.141021
  nChanged 57
		SP:Iteration 8Q (40868.820000 sec): 3 clusters
  Score: Raw -207914.923807 + Penalty 2607.548023 = -205307.375784
  nChanged 43
		SP:Iteration 9Q (40868.990000 sec): 3 clusters
  Score: Raw -207941.705171 + Penalty 2607.548023 = -205334.157149
  nChanged 43
		SP:Iteration 10Q (40869.170000 sec): 3 clusters
  Score: Raw -207962.915159 + Penalty 2607.548023 = -205355.367136
  nChanged 24
		SP:Iteration 11Q (40869.340000 sec): 3 clusters
  Score: Raw -207971.562047 + Penalty 2607.548023 = -205364.014024
  nChanged 22
		SP:Iteration 12Q (40869.520000 sec): 3 clusters
  Score: Raw -207983.354802 + Penalty 2607.548023 = -205375.806779
  nChanged 26
		SP:Iteration 13Q (40869.700000 sec): 3 clusters
  Score: Raw -207996.732625 + Penalty 2607.548023 = -205389.184603
  nChanged 22
		SP:Iteration 14Q (40869.870000 sec): 3 clusters
  Score: Raw -208010.811802 + Penalty 2607.548023 = -205403.263779
  nChanged 27
		SP:Iteration 15Q (40870.050000 sec): 3 clusters
  Score: Raw -208023.784006 + Penalty 2607.548023 = -205416.235983
  nChanged 21
		SP:Iteration 16Q (40870.220000 sec): 3 clusters
  Score: Raw -208032.496277 + Penalty 2607.548023 = -205424.948255
  nChanged 18
		SP:Iteration 17Q (40870.400000 sec): 3 clusters
  Score: Raw -208042.536944 + Penalty 2607.548023 = -205434.988921
  nChanged 18
		SP:Iteration 18Q (40870.570000 sec): 3 clusters
  Score: Raw -208050.430539 + Penalty 2607.548023 = -205442.882516
  nChanged 18
		SP:Iteration 19Q (40870.750000 sec): 3 clusters
  Score: Raw -208055.299776 + Penalty 2607.548023 = -205447.751753
  nChanged 8
		SP:Iteration 20F (40870.920000 sec): 3 clusters
  Score: Raw -208060.205589 + Penalty 2607.548023 = -205452.657567
  nChanged 7
		SP:Iteration 21Q (40871.140000 sec): 3 clusters
  Score: Raw -208064.576651 + Penalty 2607.548023 = -205457.028629
  nChanged 11
		SP:Iteration 22Q (40871.320000 sec): 3 clusters
  Score: Raw -208072.510373 + Penalty 2607.548023 = -205464.962350
  nChanged 15
		SP:Iteration 23Q (40871.490000 sec): 3 clusters
  Score: Raw -208078.422083 + Penalty 2607.548023 = -205470.874061
  nChanged 12
		SP:Iteration 24Q (40871.670000 sec): 3 clusters
  Score: Raw -208082.762107 + Penalty 2607.548023 = -205475.214084
  nChanged 7
		SP:Iteration 25Q (40871.840000 sec): 3 clusters
  Score: Raw -208084.706049 + Penalty 2607.548023 = -205477.158026
  nChanged 4
		SP:Iteration 26Q (40872.000000 sec): 3 clusters
  Score: Raw -208085.716128 + Penalty 2607.548023 = -205478.168106
  nChanged 5
		SP:Iteration 27Q (40872.160000 sec): 3 clusters
  Score: Raw -208088.280420 + Penalty 2607.548023 = -205480.732397
  nChanged 3
		SP:Iteration 28Q (40872.320000 sec): 3 clusters
  Score: Raw -208089.528897 + Penalty 2607.548023 = -205481.980875
  nChanged 2
		SP:Iteration 29Q (40872.480000 sec): 3 clusters
  Score: Raw -208089.921446 + Penalty 2607.548023 = -205482.373423
  nChanged 0
		SP:Iteration 30F (40872.640000 sec): 3 clusters
  Score: Raw -208089.921446 + Penalty 2607.548023 = -205482.373423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40872.720000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40872.880000 sec): 3 clusters
  Score: Raw -11642.717917 + Penalty 1624.093989 = -10018.623928
  nChanged 19
		SP:Iteration 1F (40873.040000 sec): 3 clusters
  Score: Raw -11704.993305 + Penalty 1624.093989 = -10080.899316
  nChanged 6
		SP:Iteration 2Q (40873.200000 sec): 3 clusters
  Score: Raw -11732.335418 + Penalty 1624.093989 = -10108.241429
  nChanged 3
		SP:Iteration 3Q (40873.360000 sec): 3 clusters
  Score: Raw -11740.652399 + Penalty 1624.093989 = -10116.558410
  nChanged 2
		SP:Iteration 4Q (40873.520000 sec): 3 clusters
  Score: Raw -11751.167745 + Penalty 1624.093989 = -10127.073756
  nChanged 1
		SP:Iteration 5Q (40873.680000 sec): 3 clusters
  Score: Raw -11753.647889 + Penalty 1624.093989 = -10129.553900
  nChanged 1
		SP:Iteration 6Q (40873.840000 sec): 3 clusters
  Score: Raw -11755.415224 + Penalty 1624.093989 = -10131.321235
  nChanged 0
		SP:Iteration 7F (40874.000000 sec): 3 clusters
  Score: Raw -11755.415224 + Penalty 1624.093989 = -10131.321235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40874.080000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40874.240000 sec): 3 clusters
  Score: Raw -93820.238769 + Penalty 2299.087965 = -91521.150804
  nChanged 359
		SP:Iteration 1F (40874.440000 sec): 3 clusters
  Score: Raw -94097.846242 + Penalty 2299.087965 = -91798.758277
  nChanged 77
		SP:Iteration 2F (40874.600000 sec): 3 clusters
  Score: Raw -94178.056646 + Penalty 2299.087965 = -91878.968681
  nChanged 58
		SP:Iteration 3Q (40874.750000 sec): 3 clusters
  Score: Raw -94232.836318 + Penalty 2299.087965 = -91933.748353
  nChanged 44
		SP:Iteration 4Q (40874.910000 sec): 3 clusters
  Score: Raw -94269.083109 + Penalty 2299.087965 = -91969.995143
  nChanged 36
		SP:Iteration 5Q (40875.060000 sec): 3 clusters
  Score: Raw -94292.880482 + Penalty 2299.087965 = -91993.792517
  nChanged 15
		SP:Iteration 6Q (40875.220000 sec): 3 clusters
  Score: Raw -94302.666763 + Penalty 2299.087965 = -92003.578798
  nChanged 12
		SP:Iteration 7Q (40875.340000 sec): 3 clusters
  Score: Raw -94310.443327 + Penalty 2299.087965 = -92011.355362
  nChanged 8
		SP:Iteration 8Q (40875.500000 sec): 3 clusters
  Score: Raw -94315.697509 + Penalty 2299.087965 = -92016.609544
  nChanged 0
		SP:Iteration 9F (40875.660000 sec): 3 clusters
  Score: Raw -94315.697509 + Penalty 2299.087965 = -92016.609544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40875.730000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40875.890000 sec): 3 clusters
  Score: Raw -145901.611468 + Penalty 2475.292158 = -143426.319310
  nChanged 718
		SP:Iteration 1F (40876.050000 sec): 3 clusters
  Score: Raw -146423.685835 + Penalty 2475.292158 = -143948.393678
  nChanged 159
		SP:Iteration 2F (40876.220000 sec): 3 clusters
  Score: Raw -146579.658306 + Penalty 2475.292158 = -144104.366148
  nChanged 123
		SP:Iteration 3F (40876.380000 sec): 3 clusters
  Score: Raw -146689.281420 + Penalty 2475.292158 = -144213.989262
  nChanged 92
		SP:Iteration 4Q (40876.540000 sec): 3 clusters
  Score: Raw -146766.749590 + Penalty 2475.292158 = -144291.457433
  nChanged 62
		SP:Iteration 5Q (40876.700000 sec): 3 clusters
  Score: Raw -146811.355747 + Penalty 2475.292158 = -144336.063589
  nChanged 38
		SP:Iteration 6Q (40876.860000 sec): 3 clusters
  Score: Raw -146833.000516 + Penalty 2475.292158 = -144357.708359
  nChanged 27
		SP:Iteration 7Q (40877.060000 sec): 3 clusters
  Score: Raw -146847.663466 + Penalty 2475.292158 = -144372.371308
  nChanged 22
		SP:Iteration 8Q (40877.210000 sec): 3 clusters
  Score: Raw -146857.530188 + Penalty 2475.292158 = -144382.238031
  nChanged 16
		SP:Iteration 9Q (40877.360000 sec): 3 clusters
  Score: Raw -146867.574683 + Penalty 2475.292158 = -144392.282526
  nChanged 18
		SP:Iteration 10Q (40877.560000 sec): 3 clusters
  Score: Raw -146879.944055 + Penalty 2475.292158 = -144404.651897
  nChanged 11
		SP:Iteration 11Q (40877.680000 sec): 3 clusters
  Score: Raw -146889.328800 + Penalty 2475.292158 = -144414.036643
  nChanged 9
		SP:Iteration 12Q (40877.860000 sec): 3 clusters
  Score: Raw -146894.641436 + Penalty 2475.292158 = -144419.349279
  nChanged 7
		SP:Iteration 13Q (40878.040000 sec): 3 clusters
  Score: Raw -146899.719306 + Penalty 2475.292158 = -144424.427148
  nChanged 6
		SP:Iteration 14Q (40878.210000 sec): 3 clusters
  Score: Raw -146903.526324 + Penalty 2475.292158 = -144428.234166
  nChanged 7
		SP:Iteration 15Q (40878.400000 sec): 3 clusters
  Score: Raw -146908.286538 + Penalty 2475.292158 = -144432.994380
  nChanged 10
		SP:Iteration 16Q (40878.560000 sec): 3 clusters
  Score: Raw -146913.179210 + Penalty 2475.292158 = -144437.887053
  nChanged 10
		SP:Iteration 17Q (40878.740000 sec): 3 clusters
  Score: Raw -146922.263516 + Penalty 2475.292158 = -144446.971358
  nChanged 5
		SP:Iteration 18Q (40878.910000 sec): 3 clusters
  Score: Raw -146925.422285 + Penalty 2475.292158 = -144450.130128
  nChanged 4
		SP:Iteration 19Q (40879.090000 sec): 3 clusters
  Score: Raw -146927.429438 + Penalty 2475.292158 = -144452.137281
  nChanged 4
		SP:Iteration 20F (40879.260000 sec): 3 clusters
  Score: Raw -146930.255846 + Penalty 2475.292158 = -144454.963689
  nChanged 3
		SP:Iteration 21Q (40879.440000 sec): 3 clusters
  Score: Raw -146931.788263 + Penalty 2475.292158 = -144456.496105
  nChanged 2
		SP:Iteration 22Q (40879.620000 sec): 3 clusters
  Score: Raw -146932.878587 + Penalty 2475.292158 = -144457.586429
  nChanged 4
		SP:Iteration 23Q (40879.790000 sec): 3 clusters
  Score: Raw -146936.068111 + Penalty 2475.292158 = -144460.775953
  nChanged 7
		SP:Iteration 24Q (40879.960000 sec): 3 clusters
  Score: Raw -146942.545969 + Penalty 2475.292158 = -144467.253812
  nChanged 7
		SP:Iteration 25Q (40880.140000 sec): 3 clusters
  Score: Raw -146947.704325 + Penalty 2475.292158 = -144472.412168
  nChanged 7
		SP:Iteration 26Q (40880.320000 sec): 3 clusters
  Score: Raw -146952.236085 + Penalty 2475.292158 = -144476.943927
  nChanged 5
		SP:Iteration 27Q (40880.510000 sec): 3 clusters
  Score: Raw -146956.605837 + Penalty 2475.292158 = -144481.313680
  nChanged 9
		SP:Iteration 28Q (40880.670000 sec): 3 clusters
  Score: Raw -146962.910149 + Penalty 2475.292158 = -144487.617991
  nChanged 4
		SP:Iteration 29Q (40880.840000 sec): 3 clusters
  Score: Raw -146964.372252 + Penalty 2475.292158 = -144489.080094
  nChanged 2
		SP:Iteration 30Q (40881.020000 sec): 3 clusters
  Score: Raw -146966.325938 + Penalty 2475.292158 = -144491.033780
  nChanged 2
		SP:Iteration 31Q (40881.200000 sec): 3 clusters
  Score: Raw -146967.553950 + Penalty 2475.292158 = -144492.261793
  nChanged 3
		SP:Iteration 32Q (40881.370000 sec): 3 clusters
  Score: Raw -146968.589068 + Penalty 2475.292158 = -144493.296911
  nChanged 1
		SP:Iteration 33Q (40881.550000 sec): 3 clusters
  Score: Raw -146969.653193 + Penalty 2475.292158 = -144494.361036
  nChanged 2
		SP:Iteration 34Q (40881.720000 sec): 3 clusters
  Score: Raw -146970.787817 + Penalty 2475.292158 = -144495.495659
  nChanged 2
		SP:Iteration 35Q (40881.900000 sec): 3 clusters
  Score: Raw -146973.181422 + Penalty 2475.292158 = -144497.889264
  nChanged 6
		SP:Iteration 36Q (40882.080000 sec): 3 clusters
  Score: Raw -146976.504043 + Penalty 2475.292158 = -144501.211885
  nChanged 4
		SP:Iteration 37Q (40882.250000 sec): 3 clusters
  Score: Raw -146978.902871 + Penalty 2475.292158 = -144503.610713
  nChanged 1
		SP:Iteration 38Q (40882.430000 sec): 3 clusters
  Score: Raw -146979.876251 + Penalty 2475.292158 = -144504.584093
  nChanged 1
		SP:Iteration 39Q (40882.600000 sec): 3 clusters
  Score: Raw -146981.628610 + Penalty 2475.292158 = -144506.336452
  nChanged 5
		SP:Iteration 40F (40882.780000 sec): 3 clusters
  Score: Raw -146985.871965 + Penalty 2475.292158 = -144510.579807
  nChanged 5
		SP:Iteration 41Q (40882.950000 sec): 3 clusters
  Score: Raw -146990.922497 + Penalty 2475.292158 = -144515.630339
  nChanged 4
		SP:Iteration 42Q (40883.130000 sec): 3 clusters
  Score: Raw -146995.027667 + Penalty 2475.292158 = -144519.735509
  nChanged 4
		SP:Iteration 43Q (40883.310000 sec): 3 clusters
  Score: Raw -146997.800138 + Penalty 2475.292158 = -144522.507981
  nChanged 5
		SP:Iteration 44Q (40883.480000 sec): 3 clusters
  Score: Raw -147000.542755 + Penalty 2475.292158 = -144525.250598
  nChanged 5
		SP:Iteration 45Q (40883.660000 sec): 3 clusters
  Score: Raw -147005.678848 + Penalty 2475.292158 = -144530.386690
  nChanged 5
		SP:Iteration 46Q (40883.830000 sec): 3 clusters
  Score: Raw -147009.651659 + Penalty 2475.292158 = -144534.359502
  nChanged 7
		SP:Iteration 47Q (40884.030000 sec): 3 clusters
  Score: Raw -147014.765252 + Penalty 2475.292158 = -144539.473094
  nChanged 4
		SP:Iteration 48Q (40884.180000 sec): 3 clusters
  Score: Raw -147016.669761 + Penalty 2475.292158 = -144541.377603
  nChanged 3
		SP:Iteration 49Q (40884.360000 sec): 3 clusters
  Score: Raw -147018.510242 + Penalty 2475.292158 = -144543.218084
  nChanged 2
		SP:Iteration 50Q (40884.530000 sec): 3 clusters
  Score: Raw -147019.771507 + Penalty 2475.292158 = -144544.479349
  nChanged 1
		SP:Iteration 51Q (40884.710000 sec): 3 clusters
  Score: Raw -147020.240500 + Penalty 2475.292158 = -144544.948342
  nChanged 1
		SP:Iteration 52Q (40884.890000 sec): 3 clusters
  Score: Raw -147020.602603 + Penalty 2475.292158 = -144545.310446
  nChanged 2
		SP:Iteration 53Q (40885.060000 sec): 3 clusters
  Score: Raw -147023.558261 + Penalty 2475.292158 = -144548.266103
  nChanged 2
		SP:Iteration 54Q (40885.230000 sec): 3 clusters
  Score: Raw -147024.937052 + Penalty 2475.292158 = -144549.644895
  nChanged 0
		SP:Iteration 55F (40885.410000 sec): 3 clusters
  Score: Raw -147024.937052 + Penalty 2475.292158 = -144549.644895
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40885.500000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40885.670000 sec): 3 clusters
  Score: Raw -24756.565757 + Penalty 1861.225518 = -22895.340239
  nChanged 55
		SP:Iteration 1F (40885.850000 sec): 3 clusters
  Score: Raw -24883.635650 + Penalty 1861.225518 = -23022.410132
  nChanged 16
		SP:Iteration 2F (40886.020000 sec): 3 clusters
  Score: Raw -24928.092032 + Penalty 1861.225518 = -23066.866514
  nChanged 6
		SP:Iteration 3Q (40886.200000 sec): 3 clusters
  Score: Raw -24950.936585 + Penalty 1861.225518 = -23089.711067
  nChanged 5
		SP:Iteration 4Q (40886.370000 sec): 3 clusters
  Score: Raw -24964.568213 + Penalty 1861.225518 = -23103.342695
  nChanged 2
		SP:Iteration 5Q (40886.550000 sec): 3 clusters
  Score: Raw -24968.270288 + Penalty 1861.225518 = -23107.044770
  nChanged 0
		SP:Iteration 6F (40886.730000 sec): 3 clusters
  Score: Raw -24968.270288 + Penalty 1861.225518 = -23107.044770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40886.820000 sec): 2 clusters
  Score: Raw -31585.583691 + Penalty 1002.561744 = -30583.021947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40886.990000 sec): 3 clusters
  Score: Raw -31545.099362 + Penalty 2005.123488 = -29539.975874
  nChanged 112
		SP:Iteration 1F (40887.170000 sec): 3 clusters
  Score: Raw -31794.694976 + Penalty 2005.123488 = -29789.571488
  nChanged 34
		SP:Iteration 2F (40887.340000 sec): 3 clusters
  Score: Raw -31865.296514 + Penalty 2005.123488 = -29860.173026
  nChanged 9
		SP:Iteration 3Q (40887.520000 sec): 3 clusters
  Score: Raw -31896.078731 + Penalty 2005.123488 = -29890.955243
  nChanged 8
		SP:Iteration 4Q (40887.690000 sec): 3 clusters
  Score: Raw -31915.667339 + Penalty 2005.123488 = -29910.543851
  nChanged 8
		SP:Iteration 5Q (40887.870000 sec): 3 clusters
  Score: Raw -31941.465647 + Penalty 2005.123488 = -29936.342159
  nChanged 7
		SP:Iteration 6Q (40888.050000 sec): 3 clusters
  Score: Raw -31956.091566 + Penalty 2005.123488 = -29950.968078
  nChanged 7
		SP:Iteration 7Q (40888.220000 sec): 3 clusters
  Score: Raw -31967.982837 + Penalty 2005.123488 = -29962.859348
  nChanged 6
		SP:Iteration 8Q (40888.400000 sec): 3 clusters
  Score: Raw -31985.427953 + Penalty 2005.123488 = -29980.304465
  nChanged 4
		SP:Iteration 9Q (40888.570000 sec): 3 clusters
  Score: Raw -32005.889001 + Penalty 2005.123488 = -30000.765513
  nChanged 9
		SP:Iteration 10Q (40888.750000 sec): 3 clusters
  Score: Raw -32025.496757 + Penalty 2005.123488 = -30020.373269
  nChanged 3
		SP:Iteration 11Q (40888.930000 sec): 3 clusters
  Score: Raw -32031.261562 + Penalty 2005.123488 = -30026.138074
  nChanged 3
		SP:Iteration 12Q (40889.100000 sec): 3 clusters
  Score: Raw -32035.671543 + Penalty 2005.123488 = -30030.548055
  nChanged 1
		SP:Iteration 13Q (40889.280000 sec): 3 clusters
  Score: Raw -32037.031809 + Penalty 2005.123488 = -30031.908321
  nChanged 1
		SP:Iteration 14Q (40889.450000 sec): 3 clusters
  Score: Raw -32041.810036 + Penalty 2005.123488 = -30036.686548
  nChanged 2
		SP:Iteration 15Q (40889.630000 sec): 3 clusters
  Score: Raw -32045.034490 + Penalty 2005.123488 = -30039.911002
  nChanged 4
		SP:Iteration 16Q (40889.810000 sec): 3 clusters
  Score: Raw -32052.016391 + Penalty 2005.123488 = -30046.892903
  nChanged 4
		SP:Iteration 17Q (40889.980000 sec): 3 clusters
  Score: Raw -32061.883415 + Penalty 2005.123488 = -30056.759927
  nChanged 1
		SP:Iteration 18Q (40890.160000 sec): 3 clusters
  Score: Raw -32066.324820 + Penalty 2005.123488 = -30061.201332
  nChanged 1
		SP:Iteration 19Q (40890.330000 sec): 3 clusters
  Score: Raw -32068.315128 + Penalty 2005.123488 = -30063.191640
  nChanged 2
		SP:Iteration 20F (40890.510000 sec): 3 clusters
  Score: Raw -32074.520213 + Penalty 2005.123488 = -30069.396725
  nChanged 3
		SP:Iteration 21Q (40890.680000 sec): 3 clusters
  Score: Raw -32078.460351 + Penalty 2005.123488 = -30073.336863
  nChanged 4
		SP:Iteration 22Q (40890.860000 sec): 3 clusters
  Score: Raw -32083.331506 + Penalty 2005.123488 = -30078.208018
  nChanged 1
		SP:Iteration 23Q (40891.040000 sec): 3 clusters
  Score: Raw -32086.833813 + Penalty 2005.123488 = -30081.710325
  nChanged 1
		SP:Iteration 24Q (40891.210000 sec): 3 clusters
  Score: Raw -32089.211490 + Penalty 2005.123488 = -30084.088001
  nChanged 1
		SP:Iteration 25Q (40891.390000 sec): 3 clusters
  Score: Raw -32092.077552 + Penalty 2005.123488 = -30086.954063
  nChanged 1
		SP:Iteration 26Q (40891.560000 sec): 3 clusters
  Score: Raw -32099.047400 + Penalty 2005.123488 = -30093.923912
  nChanged 1
		SP:Iteration 27Q (40891.740000 sec): 3 clusters
  Score: Raw -32101.152927 + Penalty 2005.123488 = -30096.029439
  nChanged 3
		SP:Iteration 28Q (40891.910000 sec): 3 clusters
  Score: Raw -32106.064770 + Penalty 2005.123488 = -30100.941282
  nChanged 0
		SP:Iteration 29F (40892.090000 sec): 3 clusters
  Score: Raw -32106.064770 + Penalty 2005.123488 = -30100.941282
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40892.180000 sec): 2 clusters
  Score: Raw -115825.606510 + Penalty 1180.291063 = -114645.315447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40892.350000 sec): 3 clusters
  Score: Raw -115290.920470 + Penalty 2360.582126 = -112930.338344
  nChanged 470
		SP:Iteration 1F (40892.530000 sec): 3 clusters
  Score: Raw -115624.901508 + Penalty 2360.582126 = -113264.319382
  nChanged 110
		SP:Iteration 2F (40892.700000 sec): 3 clusters
  Score: Raw -115745.994861 + Penalty 2360.582126 = -113385.412735
  nChanged 83
		SP:Iteration 3F (40892.880000 sec): 3 clusters
  Score: Raw -115832.814057 + Penalty 2360.582126 = -113472.231932
  nChanged 57
		SP:Iteration 4Q (40893.050000 sec): 3 clusters
  Score: Raw -115920.554269 + Penalty 2360.582126 = -113559.972144
  nChanged 64
		SP:Iteration 5Q (40893.230000 sec): 3 clusters
  Score: Raw -116072.282716 + Penalty 2360.582126 = -113711.700590
  nChanged 65
		SP:Iteration 6Q (40893.410000 sec): 3 clusters
  Score: Raw -116226.096623 + Penalty 2360.582126 = -113865.514497
  nChanged 70
		SP:Iteration 7Q (40893.580000 sec): 3 clusters
  Score: Raw -116322.441078 + Penalty 2360.582126 = -113961.858952
  nChanged 61
		SP:Iteration 8Q (40893.760000 sec): 3 clusters
  Score: Raw -116406.407493 + Penalty 2360.582126 = -114045.825367
  nChanged 51
		SP:Iteration 9Q (40893.930000 sec): 3 clusters
  Score: Raw -116458.372101 + Penalty 2360.582126 = -114097.789975
  nChanged 34
		SP:Iteration 10Q (40894.110000 sec): 3 clusters
  Score: Raw -116492.452985 + Penalty 2360.582126 = -114131.870859
  nChanged 26
		SP:Iteration 11Q (40894.290000 sec): 3 clusters
  Score: Raw -116519.731461 + Penalty 2360.582126 = -114159.149336
  nChanged 24
		SP:Iteration 12Q (40894.460000 sec): 3 clusters
  Score: Raw -116557.089772 + Penalty 2360.582126 = -114196.507647
  nChanged 20
		SP:Iteration 13Q (40894.640000 sec): 3 clusters
  Score: Raw -116595.110591 + Penalty 2360.582126 = -114234.528466
  nChanged 25
		SP:Iteration 14Q (40894.810000 sec): 3 clusters
  Score: Raw -116642.208857 + Penalty 2360.582126 = -114281.626731
  nChanged 22
		SP:Iteration 15Q (40894.990000 sec): 3 clusters
  Score: Raw -116669.789644 + Penalty 2360.582126 = -114309.207519
  nChanged 9
		SP:Iteration 16Q (40895.170000 sec): 3 clusters
  Score: Raw -116679.753431 + Penalty 2360.582126 = -114319.171306
  nChanged 7
		SP:Iteration 17Q (40895.350000 sec): 3 clusters
  Score: Raw -116691.248856 + Penalty 2360.582126 = -114330.666730
  nChanged 3
		SP:Iteration 18Q (40895.550000 sec): 3 clusters
  Score: Raw -116692.792109 + Penalty 2360.582126 = -114332.209983
  nChanged 0
		SP:Iteration 19F (40895.720000 sec): 3 clusters
  Score: Raw -116692.792109 + Penalty 2360.582126 = -114332.209983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40895.810000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40895.980000 sec): 3 clusters
  Score: Raw -11510.295612 + Penalty 1684.079654 = -9826.215958
  nChanged 26
		SP:Iteration 1F (40896.150000 sec): 3 clusters
  Score: Raw -11599.882593 + Penalty 1684.079654 = -9915.802939
  nChanged 7
		SP:Iteration 2Q (40896.330000 sec): 3 clusters
  Score: Raw -11628.952016 + Penalty 1684.079654 = -9944.872362
  nChanged 2
		SP:Iteration 3Q (40896.500000 sec): 3 clusters
  Score: Raw -11636.332411 + Penalty 1684.079654 = -9952.252758
  nChanged 1
		SP:Iteration 4Q (40896.670000 sec): 3 clusters
  Score: Raw -11640.849788 + Penalty 1684.079654 = -9956.770134
  nChanged 1
		SP:Iteration 5Q (40896.850000 sec): 3 clusters
  Score: Raw -11650.334402 + Penalty 1684.079654 = -9966.254748
  nChanged 1
		SP:Iteration 6Q (40897.020000 sec): 3 clusters
  Score: Raw -11658.894007 + Penalty 1684.079654 = -9974.814353
  nChanged 0
		SP:Iteration 7F (40897.200000 sec): 3 clusters
  Score: Raw -11658.894007 + Penalty 1684.079654 = -9974.814353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40897.280000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40897.460000 sec): 3 clusters
  Score: Raw -180934.320198 + Penalty 2484.287633 = -178450.032564
  nChanged 753
		SP:Iteration 1F (40897.630000 sec): 3 clusters
  Score: Raw -181408.400083 + Penalty 2484.287633 = -178924.112449
  nChanged 167
		SP:Iteration 2F (40897.810000 sec): 3 clusters
  Score: Raw -181547.078020 + Penalty 2484.287633 = -179062.790387
  nChanged 106
		SP:Iteration 3F (40897.990000 sec): 3 clusters
  Score: Raw -181617.552508 + Penalty 2484.287633 = -179133.264874
  nChanged 59
		SP:Iteration 4Q (40898.160000 sec): 3 clusters
  Score: Raw -181656.227318 + Penalty 2484.287633 = -179171.939685
  nChanged 45
		SP:Iteration 5Q (40898.340000 sec): 3 clusters
  Score: Raw -181679.609279 + Penalty 2484.287633 = -179195.321646
  nChanged 31
		SP:Iteration 6Q (40898.510000 sec): 3 clusters
  Score: Raw -181693.080033 + Penalty 2484.287633 = -179208.792400
  nChanged 30
		SP:Iteration 7Q (40898.690000 sec): 3 clusters
  Score: Raw -181708.035318 + Penalty 2484.287633 = -179223.747685
  nChanged 20
		SP:Iteration 8Q (40898.870000 sec): 3 clusters
  Score: Raw -181716.428947 + Penalty 2484.287633 = -179232.141314
  nChanged 20
		SP:Iteration 9Q (40899.040000 sec): 3 clusters
  Score: Raw -181724.530796 + Penalty 2484.287633 = -179240.243163
  nChanged 13
		SP:Iteration 10Q (40899.220000 sec): 3 clusters
  Score: Raw -181729.225755 + Penalty 2484.287633 = -179244.938122
  nChanged 10
		SP:Iteration 11Q (40899.390000 sec): 3 clusters
  Score: Raw -181733.172723 + Penalty 2484.287633 = -179248.885089
  nChanged 13
		SP:Iteration 12Q (40899.570000 sec): 3 clusters
  Score: Raw -181738.977823 + Penalty 2484.287633 = -179254.690189
  nChanged 8
		SP:Iteration 13Q (40899.750000 sec): 3 clusters
  Score: Raw -181742.938018 + Penalty 2484.287633 = -179258.650385
  nChanged 14
		SP:Iteration 14Q (40899.920000 sec): 3 clusters
  Score: Raw -181748.851220 + Penalty 2484.287633 = -179264.563586
  nChanged 11
		SP:Iteration 15Q (40900.090000 sec): 3 clusters
  Score: Raw -181753.896982 + Penalty 2484.287633 = -179269.609349
  nChanged 11
		SP:Iteration 16Q (40900.270000 sec): 3 clusters
  Score: Raw -181756.912894 + Penalty 2484.287633 = -179272.625260
  nChanged 7
		SP:Iteration 17Q (40900.450000 sec): 3 clusters
  Score: Raw -181759.458073 + Penalty 2484.287633 = -179275.170440
  nChanged 7
		SP:Iteration 18Q (40900.620000 sec): 3 clusters
  Score: Raw -181761.196413 + Penalty 2484.287633 = -179276.908780
  nChanged 2
		SP:Iteration 19Q (40900.800000 sec): 3 clusters
  Score: Raw -181761.996656 + Penalty 2484.287633 = -179277.709023
  nChanged 2
		SP:Iteration 20F (40900.970000 sec): 3 clusters
  Score: Raw -181762.472726 + Penalty 2484.287633 = -179278.185092
  nChanged 1
		SP:Iteration 21Q (40901.150000 sec): 3 clusters
  Score: Raw -181763.144043 + Penalty 2484.287633 = -179278.856409
  nChanged 4
		SP:Iteration 22Q (40901.320000 sec): 3 clusters
  Score: Raw -181766.254112 + Penalty 2484.287633 = -179281.966478
  nChanged 3
		SP:Iteration 23Q (40901.500000 sec): 3 clusters
  Score: Raw -181767.755255 + Penalty 2484.287633 = -179283.467622
  nChanged 4
		SP:Iteration 24Q (40901.670000 sec): 3 clusters
  Score: Raw -181769.247331 + Penalty 2484.287633 = -179284.959697
  nChanged 2
		SP:Iteration 25Q (40901.850000 sec): 3 clusters
  Score: Raw -181769.838962 + Penalty 2484.287633 = -179285.551329
  nChanged 0
		SP:Iteration 26F (40902.030000 sec): 3 clusters
  Score: Raw -181769.838962 + Penalty 2484.287633 = -179285.551329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40902.230000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40902.390000 sec): 3 clusters
  Score: Raw -768132.156032 + Penalty 2955.158313 = -765176.997719
  nChanged 3780
		SP:Iteration 1F (40902.600000 sec): 3 clusters
  Score: Raw -770194.297823 + Penalty 2955.158313 = -767239.139510
  nChanged 521
		SP:Iteration 2F (40902.770000 sec): 3 clusters
  Score: Raw -770407.697803 + Penalty 2955.158313 = -767452.539490
  nChanged 424
		SP:Iteration 3Q (40902.950000 sec): 3 clusters
  Score: Raw -770581.634697 + Penalty 2955.158313 = -767626.476384
  nChanged 393
		SP:Iteration 4Q (40903.140000 sec): 3 clusters
  Score: Raw -770737.230889 + Penalty 2955.158313 = -767782.072576
  nChanged 360
		SP:Iteration 5Q (40903.330000 sec): 3 clusters
  Score: Raw -770898.165281 + Penalty 2955.158313 = -767943.006969
  nChanged 357
		SP:Iteration 6Q (40903.510000 sec): 3 clusters
  Score: Raw -771077.467993 + Penalty 2955.158313 = -768122.309680
  nChanged 382
		SP:Iteration 7Q (40903.740000 sec): 3 clusters
  Score: Raw -771289.730643 + Penalty 2955.158313 = -768334.572330
  nChanged 423
		SP:Iteration 8Q (40903.920000 sec): 3 clusters
  Score: Raw -771534.470218 + Penalty 2955.158313 = -768579.311905
  nChanged 442
		SP:Iteration 9Q (40904.100000 sec): 3 clusters
  Score: Raw -771808.178937 + Penalty 2955.158313 = -768853.020624
  nChanged 435
		SP:Iteration 10Q (40904.290000 sec): 3 clusters
  Score: Raw -772083.691775 + Penalty 2955.158313 = -769128.533463
  nChanged 404
		SP:Iteration 11Q (40904.510000 sec): 3 clusters
  Score: Raw -772287.201659 + Penalty 2955.158313 = -769332.043347
  nChanged 312
		SP:Iteration 12Q (40904.750000 sec): 3 clusters
  Score: Raw -772431.666394 + Penalty 2955.158313 = -769476.508081
  nChanged 280
		SP:Iteration 13Q (40905.030000 sec): 3 clusters
  Score: Raw -772557.369777 + Penalty 2955.158313 = -769602.211464
  nChanged 229
		SP:Iteration 14Q (40905.230000 sec): 3 clusters
  Score: Raw -772656.307375 + Penalty 2955.158313 = -769701.149062
  nChanged 195
		SP:Iteration 15Q (40905.400000 sec): 3 clusters
  Score: Raw -772734.179303 + Penalty 2955.158313 = -769779.020990
  nChanged 163
		SP:Iteration 16Q (40905.570000 sec): 3 clusters
  Score: Raw -772788.223545 + Penalty 2955.158313 = -769833.065232
  nChanged 132
		SP:Iteration 17Q (40905.750000 sec): 3 clusters
  Score: Raw -772833.029965 + Penalty 2955.158313 = -769877.871653
  nChanged 105
		SP:Iteration 18Q (40905.920000 sec): 3 clusters
  Score: Raw -772862.126569 + Penalty 2955.158313 = -769906.968256
  nChanged 77
		SP:Iteration 19Q (40906.090000 sec): 3 clusters
  Score: Raw -772878.185633 + Penalty 2955.158313 = -769923.027320
  nChanged 55
		SP:Iteration 20F (40906.310000 sec): 3 clusters
  Score: Raw -772887.855848 + Penalty 2955.158313 = -769932.697536
  nChanged 42
		SP:Iteration 21Q (40906.490000 sec): 3 clusters
  Score: Raw -772895.294872 + Penalty 2955.158313 = -769940.136560
  nChanged 37
		SP:Iteration 22Q (40906.650000 sec): 3 clusters
  Score: Raw -772900.575627 + Penalty 2955.158313 = -769945.417314
  nChanged 31
		SP:Iteration 23Q (40906.900000 sec): 3 clusters
  Score: Raw -772904.685574 + Penalty 2955.158313 = -769949.527261
  nChanged 20
		SP:Iteration 24Q (40907.090000 sec): 3 clusters
  Score: Raw -772907.270023 + Penalty 2955.158313 = -769952.111710
  nChanged 17
		SP:Iteration 25Q (40907.330000 sec): 3 clusters
  Score: Raw -772909.264687 + Penalty 2955.158313 = -769954.106374
  nChanged 14
		SP:Iteration 26Q (40907.590000 sec): 3 clusters
  Score: Raw -772911.352410 + Penalty 2955.158313 = -769956.194098
  nChanged 14
		SP:Iteration 27Q (40907.780000 sec): 3 clusters
  Score: Raw -772912.736412 + Penalty 2955.158313 = -769957.578099
  nChanged 13
		SP:Iteration 28Q (40907.970000 sec): 3 clusters
  Score: Raw -772914.293414 + Penalty 2955.158313 = -769959.135101
  nChanged 10
		SP:Iteration 29Q (40908.210000 sec): 3 clusters
  Score: Raw -772915.485668 + Penalty 2955.158313 = -769960.327355
  nChanged 11
		SP:Iteration 30Q (40908.420000 sec): 3 clusters
  Score: Raw -772916.845877 + Penalty 2955.158313 = -769961.687564
  nChanged 12
		SP:Iteration 31Q (40908.610000 sec): 3 clusters
  Score: Raw -772918.122075 + Penalty 2955.158313 = -769962.963762
  nChanged 4
		SP:Iteration 32Q (40908.780000 sec): 3 clusters
  Score: Raw -772918.469409 + Penalty 2955.158313 = -769963.311096
  nChanged 7
		SP:Iteration 33Q (40909.000000 sec): 3 clusters
  Score: Raw -772919.426055 + Penalty 2955.158313 = -769964.267742
  nChanged 9
		SP:Iteration 34Q (40909.170000 sec): 3 clusters
  Score: Raw -772920.591174 + Penalty 2955.158313 = -769965.432862
  nChanged 6
		SP:Iteration 35Q (40909.340000 sec): 3 clusters
  Score: Raw -772921.265422 + Penalty 2955.158313 = -769966.107109
  nChanged 3
		SP:Iteration 36Q (40909.520000 sec): 3 clusters
  Score: Raw -772921.584801 + Penalty 2955.158313 = -769966.426488
  nChanged 2
		SP:Iteration 37Q (40909.690000 sec): 3 clusters
  Score: Raw -772921.693086 + Penalty 2955.158313 = -769966.534773
  nChanged 1
		SP:Iteration 38Q (40909.870000 sec): 3 clusters
  Score: Raw -772921.869787 + Penalty 2955.158313 = -769966.711474
  nChanged 2
		SP:Iteration 39Q (40910.080000 sec): 3 clusters
  Score: Raw -772922.070045 + Penalty 2955.158313 = -769966.911732
  nChanged 2
		SP:Iteration 40F (40910.250000 sec): 3 clusters
  Score: Raw -772922.238741 + Penalty 2955.158313 = -769967.080429
  nChanged 3
		SP:Iteration 41Q (40910.410000 sec): 3 clusters
  Score: Raw -772922.678166 + Penalty 2955.158313 = -769967.519853
  nChanged 4
		SP:Iteration 42Q (40910.590000 sec): 3 clusters
  Score: Raw -772923.182857 + Penalty 2955.158313 = -769968.024544
  nChanged 8
		SP:Iteration 43Q (40910.770000 sec): 3 clusters
  Score: Raw -772924.094504 + Penalty 2955.158313 = -769968.936191
  nChanged 6
		SP:Iteration 44Q (40910.930000 sec): 3 clusters
  Score: Raw -772924.698440 + Penalty 2955.158313 = -769969.540128
  nChanged 6
		SP:Iteration 45Q (40911.160000 sec): 3 clusters
  Score: Raw -772925.292557 + Penalty 2955.158313 = -769970.134244
  nChanged 5
		SP:Iteration 46Q (40911.370000 sec): 3 clusters
  Score: Raw -772925.797706 + Penalty 2955.158313 = -769970.639393
  nChanged 5
		SP:Iteration 47Q (40911.630000 sec): 3 clusters
  Score: Raw -772926.397137 + Penalty 2955.158313 = -769971.238825
  nChanged 5
		SP:Iteration 48Q (40911.830000 sec): 3 clusters
  Score: Raw -772926.874759 + Penalty 2955.158313 = -769971.716446
  nChanged 5
		SP:Iteration 49Q (40912.080000 sec): 3 clusters
  Score: Raw -772927.324809 + Penalty 2955.158313 = -769972.166496
  nChanged 0
		SP:Iteration 50F (40912.250000 sec): 3 clusters
  Score: Raw -772927.324809 + Penalty 2955.158313 = -769972.166496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40912.350000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40912.510000 sec): 3 clusters
  Score: Raw -48474.196180 + Penalty 2116.799786 = -46357.396394
  nChanged 182
		SP:Iteration 1F (40912.670000 sec): 3 clusters
  Score: Raw -48716.442930 + Penalty 2116.799786 = -46599.643143
  nChanged 44
		SP:Iteration 2F (40912.830000 sec): 3 clusters
  Score: Raw -48772.467459 + Penalty 2116.799786 = -46655.667673
  nChanged 22
		SP:Iteration 3Q (40912.990000 sec): 3 clusters
  Score: Raw -48794.718243 + Penalty 2116.799786 = -46677.918457
  nChanged 13
		SP:Iteration 4Q (40913.150000 sec): 3 clusters
  Score: Raw -48807.599601 + Penalty 2116.799786 = -46690.799815
  nChanged 4
		SP:Iteration 5Q (40913.270000 sec): 3 clusters
  Score: Raw -48815.764366 + Penalty 2116.799786 = -46698.964580
  nChanged 3
		SP:Iteration 6Q (40913.450000 sec): 3 clusters
  Score: Raw -48824.888720 + Penalty 2116.799786 = -46708.088933
  nChanged 7
		SP:Iteration 7Q (40913.620000 sec): 3 clusters
  Score: Raw -48836.632582 + Penalty 2116.799786 = -46719.832796
  nChanged 7
		SP:Iteration 8Q (40913.800000 sec): 3 clusters
  Score: Raw -48847.402028 + Penalty 2116.799786 = -46730.602241
  nChanged 3
		SP:Iteration 9Q (40913.970000 sec): 3 clusters
  Score: Raw -48850.749449 + Penalty 2116.799786 = -46733.949663
  nChanged 3
		SP:Iteration 10Q (40914.150000 sec): 3 clusters
  Score: Raw -48854.222097 + Penalty 2116.799786 = -46737.422311
  nChanged 1
		SP:Iteration 11Q (40914.330000 sec): 3 clusters
  Score: Raw -48857.164169 + Penalty 2116.799786 = -46740.364382
  nChanged 1
		SP:Iteration 12Q (40914.500000 sec): 3 clusters
  Score: Raw -48858.601193 + Penalty 2116.799786 = -46741.801407
  nChanged 1
		SP:Iteration 13Q (40914.680000 sec): 3 clusters
  Score: Raw -48860.390702 + Penalty 2116.799786 = -46743.590916
  nChanged 1
		SP:Iteration 14Q (40914.850000 sec): 3 clusters
  Score: Raw -48860.724498 + Penalty 2116.799786 = -46743.924712
  nChanged 0
		SP:Iteration 15F (40915.030000 sec): 3 clusters
  Score: Raw -48860.724498 + Penalty 2116.799786 = -46743.924712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40915.110000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40915.280000 sec): 3 clusters
  Score: Raw -213790.502631 + Penalty 2557.431297 = -211233.071334
  nChanged 947
		SP:Iteration 1F (40915.460000 sec): 3 clusters
  Score: Raw -214382.417367 + Penalty 2557.431297 = -211824.986070
  nChanged 253
		SP:Iteration 2F (40915.630000 sec): 3 clusters
  Score: Raw -214589.192470 + Penalty 2557.431297 = -212031.761172
  nChanged 149
		SP:Iteration 3F (40915.800000 sec): 3 clusters
  Score: Raw -214691.121894 + Penalty 2557.431297 = -212133.690596
  nChanged 107
		SP:Iteration 4Q (40915.980000 sec): 3 clusters
  Score: Raw -214771.294613 + Penalty 2557.431297 = -212213.863316
  nChanged 92
		SP:Iteration 5Q (40916.150000 sec): 3 clusters
  Score: Raw -214845.389984 + Penalty 2557.431297 = -212287.958687
  nChanged 78
		SP:Iteration 6Q (40916.320000 sec): 3 clusters
  Score: Raw -214887.152423 + Penalty 2557.431297 = -212329.721125
  nChanged 56
		SP:Iteration 7Q (40916.490000 sec): 3 clusters
  Score: Raw -214928.780159 + Penalty 2557.431297 = -212371.348861
  nChanged 61
		SP:Iteration 8Q (40916.650000 sec): 3 clusters
  Score: Raw -214968.135962 + Penalty 2557.431297 = -212410.704665
  nChanged 59
		SP:Iteration 9Q (40916.810000 sec): 3 clusters
  Score: Raw -215000.697942 + Penalty 2557.431297 = -212443.266644
  nChanged 50
		SP:Iteration 10Q (40916.970000 sec): 3 clusters
  Score: Raw -215029.138967 + Penalty 2557.431297 = -212471.707670
  nChanged 45
		SP:Iteration 11Q (40917.130000 sec): 3 clusters
  Score: Raw -215061.431130 + Penalty 2557.431297 = -212503.999832
  nChanged 51
		SP:Iteration 12Q (40917.290000 sec): 3 clusters
  Score: Raw -215097.836149 + Penalty 2557.431297 = -212540.404852
  nChanged 46
		SP:Iteration 13Q (40917.450000 sec): 3 clusters
  Score: Raw -215131.469618 + Penalty 2557.431297 = -212574.038321
  nChanged 43
		SP:Iteration 14Q (40917.610000 sec): 3 clusters
  Score: Raw -215166.603932 + Penalty 2557.431297 = -212609.172634
  nChanged 49
		SP:Iteration 15Q (40917.770000 sec): 3 clusters
  Score: Raw -215198.278488 + Penalty 2557.431297 = -212640.847190
  nChanged 42
		SP:Iteration 16Q (40917.970000 sec): 3 clusters
  Score: Raw -215219.768475 + Penalty 2557.431297 = -212662.337177
  nChanged 31
		SP:Iteration 17Q (40918.120000 sec): 3 clusters
  Score: Raw -215238.757436 + Penalty 2557.431297 = -212681.326139
  nChanged 29
		SP:Iteration 18Q (40918.260000 sec): 3 clusters
  Score: Raw -215252.451539 + Penalty 2557.431297 = -212695.020242
  nChanged 22
		SP:Iteration 19Q (40918.410000 sec): 3 clusters
  Score: Raw -215264.698381 + Penalty 2557.431297 = -212707.267083
  nChanged 26
		SP:Iteration 20F (40918.550000 sec): 3 clusters
  Score: Raw -215284.078934 + Penalty 2557.431297 = -212726.647636
  nChanged 29
		SP:Iteration 21Q (40918.700000 sec): 3 clusters
  Score: Raw -215302.294463 + Penalty 2557.431297 = -212744.863165
  nChanged 24
		SP:Iteration 22Q (40918.840000 sec): 3 clusters
  Score: Raw -215318.981261 + Penalty 2557.431297 = -212761.549964
  nChanged 22
		SP:Iteration 23Q (40918.990000 sec): 3 clusters
  Score: Raw -215331.559709 + Penalty 2557.431297 = -212774.128412
  nChanged 28
		SP:Iteration 24Q (40919.140000 sec): 3 clusters
  Score: Raw -215357.514626 + Penalty 2557.431297 = -212800.083328
  nChanged 40
		SP:Iteration 25Q (40919.300000 sec): 3 clusters
  Score: Raw -215388.096431 + Penalty 2557.431297 = -212830.665134
  nChanged 29
		SP:Iteration 26Q (40919.460000 sec): 3 clusters
  Score: Raw -215409.873039 + Penalty 2557.431297 = -212852.441742
  nChanged 25
		SP:Iteration 27Q (40919.620000 sec): 3 clusters
  Score: Raw -215424.635899 + Penalty 2557.431297 = -212867.204601
  nChanged 22
		SP:Iteration 28Q (40919.780000 sec): 3 clusters
  Score: Raw -215444.500014 + Penalty 2557.431297 = -212887.068717
  nChanged 26
		SP:Iteration 29Q (40919.940000 sec): 3 clusters
  Score: Raw -215465.371511 + Penalty 2557.431297 = -212907.940214
  nChanged 31
		SP:Iteration 30Q (40920.100000 sec): 3 clusters
  Score: Raw -215490.600052 + Penalty 2557.431297 = -212933.168755
  nChanged 24
		SP:Iteration 31Q (40920.260000 sec): 3 clusters
  Score: Raw -215505.002317 + Penalty 2557.431297 = -212947.571019
  nChanged 18
		SP:Iteration 32Q (40920.420000 sec): 3 clusters
  Score: Raw -215512.551645 + Penalty 2557.431297 = -212955.120348
  nChanged 12
		SP:Iteration 33Q (40920.580000 sec): 3 clusters
  Score: Raw -215518.140518 + Penalty 2557.431297 = -212960.709220
  nChanged 15
		SP:Iteration 34Q (40920.740000 sec): 3 clusters
  Score: Raw -215525.236063 + Penalty 2557.431297 = -212967.804766
  nChanged 9
		SP:Iteration 35Q (40920.900000 sec): 3 clusters
  Score: Raw -215529.853638 + Penalty 2557.431297 = -212972.422341
  nChanged 7
		SP:Iteration 36Q (40921.060000 sec): 3 clusters
  Score: Raw -215532.550739 + Penalty 2557.431297 = -212975.119441
  nChanged 4
		SP:Iteration 37Q (40921.240000 sec): 3 clusters
  Score: Raw -215535.068624 + Penalty 2557.431297 = -212977.637327
  nChanged 6
		SP:Iteration 38Q (40921.420000 sec): 3 clusters
  Score: Raw -215537.211788 + Penalty 2557.431297 = -212979.780491
  nChanged 7
		SP:Iteration 39Q (40921.590000 sec): 3 clusters
  Score: Raw -215539.720005 + Penalty 2557.431297 = -212982.288707
  nChanged 1
		SP:Iteration 40F (40921.770000 sec): 3 clusters
  Score: Raw -215539.987485 + Penalty 2557.431297 = -212982.556187
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40921.850000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40922.030000 sec): 3 clusters
  Score: Raw -109236.911273 + Penalty 2333.027282 = -106903.883991
  nChanged 442
		SP:Iteration 1F (40922.210000 sec): 3 clusters
  Score: Raw -109533.221556 + Penalty 2333.027282 = -107200.194274
  nChanged 97
		SP:Iteration 2F (40922.380000 sec): 3 clusters
  Score: Raw -109612.197285 + Penalty 2333.027282 = -107279.170003
  nChanged 54
		SP:Iteration 3Q (40922.560000 sec): 3 clusters
  Score: Raw -109661.838563 + Penalty 2333.027282 = -107328.811280
  nChanged 34
		SP:Iteration 4Q (40922.730000 sec): 3 clusters
  Score: Raw -109690.621477 + Penalty 2333.027282 = -107357.594195
  nChanged 27
		SP:Iteration 5Q (40922.910000 sec): 3 clusters
  Score: Raw -109710.599901 + Penalty 2333.027282 = -107377.572619
  nChanged 23
		SP:Iteration 6Q (40923.000000 sec): 3 clusters
  Score: Raw -109731.037880 + Penalty 2333.027282 = -107398.010598
  nChanged 28
		SP:Iteration 7Q (40923.030000 sec): 3 clusters
  Score: Raw -109760.115578 + Penalty 2333.027282 = -107427.088296
  nChanged 29
		SP:Iteration 8Q (40923.240000 sec): 3 clusters
  Score: Raw -109783.772303 + Penalty 2333.027282 = -107450.745021
  nChanged 22
		SP:Iteration 9Q (40923.370000 sec): 3 clusters
  Score: Raw -109803.094673 + Penalty 2333.027282 = -107470.067391
  nChanged 26
		SP:Iteration 10Q (40923.510000 sec): 3 clusters
  Score: Raw -109829.195415 + Penalty 2333.027282 = -107496.168133
  nChanged 28
		SP:Iteration 11Q (40923.660000 sec): 3 clusters
  Score: Raw -109858.180234 + Penalty 2333.027282 = -107525.152952
  nChanged 27
		SP:Iteration 12Q (40923.780000 sec): 3 clusters
  Score: Raw -109894.309169 + Penalty 2333.027282 = -107561.281887
  nChanged 23
		SP:Iteration 13Q (40923.940000 sec): 3 clusters
  Score: Raw -109930.883917 + Penalty 2333.027282 = -107597.856635
  nChanged 30
		SP:Iteration 14Q (40924.100000 sec): 3 clusters
  Score: Raw -109987.297101 + Penalty 2333.027282 = -107654.269818
  nChanged 28
		SP:Iteration 15Q (40924.280000 sec): 3 clusters
  Score: Raw -110046.891190 + Penalty 2333.027282 = -107713.863908
  nChanged 29
		SP:Iteration 16Q (40924.450000 sec): 3 clusters
  Score: Raw -110075.046452 + Penalty 2333.027282 = -107742.019170
  nChanged 19
		SP:Iteration 17Q (40924.630000 sec): 3 clusters
  Score: Raw -110097.432055 + Penalty 2333.027282 = -107764.404773
  nChanged 19
		SP:Iteration 18Q (40924.800000 sec): 3 clusters
  Score: Raw -110117.401421 + Penalty 2333.027282 = -107784.374139
  nChanged 9
		SP:Iteration 19Q (40924.980000 sec): 3 clusters
  Score: Raw -110126.351893 + Penalty 2333.027282 = -107793.324611
  nChanged 8
		SP:Iteration 20F (40925.160000 sec): 3 clusters
  Score: Raw -110131.926721 + Penalty 2333.027282 = -107798.899439
  nChanged 5
		SP:Iteration 21Q (40925.330000 sec): 3 clusters
  Score: Raw -110133.801784 + Penalty 2333.027282 = -107800.774501
  nChanged 1
		SP:Iteration 22Q (40925.510000 sec): 3 clusters
  Score: Raw -110134.299376 + Penalty 2333.027282 = -107801.272093
  nChanged 1
		SP:Iteration 23Q (40925.680000 sec): 3 clusters
  Score: Raw -110134.680030 + Penalty 2333.027282 = -107801.652747
  nChanged 1
		SP:Iteration 24Q (40925.860000 sec): 3 clusters
  Score: Raw -110135.004899 + Penalty 2333.027282 = -107801.977617
  nChanged 2
		SP:Iteration 25Q (40926.040000 sec): 3 clusters
  Score: Raw -110136.231647 + Penalty 2333.027282 = -107803.204365
  nChanged 1
		SP:Iteration 26Q (40926.210000 sec): 3 clusters
  Score: Raw -110136.450698 + Penalty 2333.027282 = -107803.423416
  nChanged 0
		SP:Iteration 27F (40926.390000 sec): 3 clusters
  Score: Raw -110136.450698 + Penalty 2333.027282 = -107803.423416
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40926.470000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40926.650000 sec): 3 clusters
  Score: Raw -44885.812152 + Penalty 2051.903115 = -42833.909037
  nChanged 127
		SP:Iteration 1F (40926.820000 sec): 3 clusters
  Score: Raw -45076.554631 + Penalty 2051.903115 = -43024.651516
  nChanged 36
		SP:Iteration 2F (40927.000000 sec): 3 clusters
  Score: Raw -45152.516061 + Penalty 2051.903115 = -43100.612946
  nChanged 21
		SP:Iteration 3Q (40927.220000 sec): 3 clusters
  Score: Raw -45190.251911 + Penalty 2051.903115 = -43138.348796
  nChanged 5
		SP:Iteration 4Q (40927.380000 sec): 3 clusters
  Score: Raw -45204.430436 + Penalty 2051.903115 = -43152.527321
  nChanged 9
		SP:Iteration 5Q (40927.560000 sec): 3 clusters
  Score: Raw -45223.605346 + Penalty 2051.903115 = -43171.702231
  nChanged 11
		SP:Iteration 6Q (40927.680000 sec): 3 clusters
  Score: Raw -45236.762215 + Penalty 2051.903115 = -43184.859100
  nChanged 11
		SP:Iteration 7Q (40927.860000 sec): 3 clusters
  Score: Raw -45255.919857 + Penalty 2051.903115 = -43204.016742
  nChanged 12
		SP:Iteration 8Q (40928.030000 sec): 3 clusters
  Score: Raw -45282.857672 + Penalty 2051.903115 = -43230.954557
  nChanged 10
		SP:Iteration 9Q (40928.210000 sec): 3 clusters
  Score: Raw -45305.335479 + Penalty 2051.903115 = -43253.432364
  nChanged 6
		SP:Iteration 10Q (40928.380000 sec): 3 clusters
  Score: Raw -45320.531676 + Penalty 2051.903115 = -43268.628561
  nChanged 11
		SP:Iteration 11Q (40928.560000 sec): 3 clusters
  Score: Raw -45352.921788 + Penalty 2051.903115 = -43301.018673
  nChanged 11
		SP:Iteration 12Q (40928.740000 sec): 3 clusters
  Score: Raw -45370.142059 + Penalty 2051.903115 = -43318.238944
  nChanged 5
		SP:Iteration 13Q (40928.910000 sec): 3 clusters
  Score: Raw -45385.421582 + Penalty 2051.903115 = -43333.518467
  nChanged 4
		SP:Iteration 14Q (40929.090000 sec): 3 clusters
  Score: Raw -45389.554966 + Penalty 2051.903115 = -43337.651851
  nChanged 1
		SP:Iteration 15Q (40929.260000 sec): 3 clusters
  Score: Raw -45390.788815 + Penalty 2051.903115 = -43338.885700
  nChanged 1
		SP:Iteration 16Q (40929.440000 sec): 3 clusters
  Score: Raw -45393.017433 + Penalty 2051.903115 = -43341.114318
  nChanged 1
		SP:Iteration 17Q (40929.620000 sec): 3 clusters
  Score: Raw -45393.686477 + Penalty 2051.903115 = -43341.783361
  nChanged 0
		SP:Iteration 18F (40929.790000 sec): 3 clusters
  Score: Raw -45393.686477 + Penalty 2051.903115 = -43341.783361
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40929.880000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40930.060000 sec): 3 clusters
  Score: Raw -74710.124171 + Penalty 2212.219542 = -72497.904629
  nChanged 249
		SP:Iteration 1F (40930.230000 sec): 3 clusters
  Score: Raw -74955.670298 + Penalty 2212.219542 = -72743.450756
  nChanged 71
		SP:Iteration 2F (40930.410000 sec): 3 clusters
  Score: Raw -75037.626530 + Penalty 2212.219542 = -72825.406988
  nChanged 40
		SP:Iteration 3Q (40930.580000 sec): 3 clusters
  Score: Raw -75085.286653 + Penalty 2212.219542 = -72873.067111
  nChanged 34
		SP:Iteration 4Q (40930.760000 sec): 3 clusters
  Score: Raw -75136.806495 + Penalty 2212.219542 = -72924.586953
  nChanged 28
		SP:Iteration 5Q (40930.930000 sec): 3 clusters
  Score: Raw -75169.552693 + Penalty 2212.219542 = -72957.333151
  nChanged 18
		SP:Iteration 6Q (40931.110000 sec): 3 clusters
  Score: Raw -75183.233182 + Penalty 2212.219542 = -72971.013640
  nChanged 8
		SP:Iteration 7Q (40931.280000 sec): 3 clusters
  Score: Raw -75189.444304 + Penalty 2212.219542 = -72977.224762
  nChanged 7
		SP:Iteration 8Q (40931.460000 sec): 3 clusters
  Score: Raw -75196.888469 + Penalty 2212.219542 = -72984.668927
  nChanged 11
		SP:Iteration 9Q (40931.640000 sec): 3 clusters
  Score: Raw -75209.649375 + Penalty 2212.219542 = -72997.429833
  nChanged 11
		SP:Iteration 10Q (40931.810000 sec): 3 clusters
  Score: Raw -75226.034386 + Penalty 2212.219542 = -73013.814844
  nChanged 13
		SP:Iteration 11Q (40931.990000 sec): 3 clusters
  Score: Raw -75239.641998 + Penalty 2212.219542 = -73027.422456
  nChanged 5
		SP:Iteration 12Q (40932.160000 sec): 3 clusters
  Score: Raw -75243.889164 + Penalty 2212.219542 = -73031.669622
  nChanged 1
		SP:Iteration 13Q (40932.340000 sec): 3 clusters
  Score: Raw -75244.768205 + Penalty 2212.219542 = -73032.548662
  nChanged 0
		SP:Iteration 14F (40932.520000 sec): 3 clusters
  Score: Raw -75244.768205 + Penalty 2212.219542 = -73032.548662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 99 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40932.600000 sec): 2 clusters
  Score: Raw -18388.586923 + Penalty 891.952381 = -17496.634542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40932.780000 sec): 3 clusters
  Score: Raw -18515.612142 + Penalty 1783.904761 = -16731.707381
  nChanged 39
		SP:Iteration 1F (40932.960000 sec): 3 clusters
  Score: Raw -18639.413619 + Penalty 1783.904761 = -16855.508858
  nChanged 16
		SP:Iteration 2F (40933.130000 sec): 3 clusters
  Score: Raw -18703.787163 + Penalty 1783.904761 = -16919.882402
  nChanged 7
		SP:Iteration 3Q (40933.310000 sec): 3 clusters
  Score: Raw -18749.998626 + Penalty 1783.904761 = -16966.093865
  nChanged 3
		SP:Iteration 4Q (40933.480000 sec): 3 clusters
  Score: Raw -18760.468414 + Penalty 1783.904761 = -16976.563653
  nChanged 0
		SP:Iteration 5F (40933.660000 sec): 3 clusters
  Score: Raw -18760.468414 + Penalty 1783.904761 = -16976.563653
  nChanged 0
Iteration 250F (41098.500000 sec): 101 clusters
  Score: Raw -34906341.965597 + Penalty 211626.304794 = -34694715.660803
  nChanged 330
Iteration 251Q (41221.070000 sec): 101 clusters
  Score: Raw -34906432.999304 + Penalty 211626.304794 = -34694806.694510
  nChanged 91
Iteration 252Q (41344.490000 sec): 101 clusters
  Score: Raw -34906456.431887 + Penalty 211626.304794 = -34694830.127092
  nChanged 47
Iteration 253Q (41463.890000 sec): 101 clusters
  Score: Raw -34906467.110592 + Penalty 211626.304794 = -34694840.805797
  nChanged 26
Iteration 254Q (41585.580000 sec): 101 clusters
  Score: Raw -34906472.147336 + Penalty 211626.304794 = -34694845.842541
  nChanged 18
Iteration 255Q (41708.310000 sec): 101 clusters
  Score: Raw -34906476.273742 + Penalty 211626.304794 = -34694849.968948
  nChanged 10
Iteration 256Q (41831.200000 sec): 101 clusters
  Score: Raw -34906477.954601 + Penalty 211626.304794 = -34694851.649807
  nChanged 9
Iteration 257Q (41953.740000 sec): 101 clusters
  Score: Raw -34906479.758050 + Penalty 211626.304794 = -34694853.453255
  nChanged 7
Iteration 258Q (42075.040000 sec): 101 clusters
  Score: Raw -34906481.246930 + Penalty 211626.304794 = -34694854.942135
  nChanged 3
Writing temp clu file 
Because OldScore, -34694853.453255, is greater than current (better) Score,-34694854.942135 
 Compute initial score before splitting:   Score: Raw -34906481.246930 + Penalty 211626.304794 = -34694854.942135
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42075.190000 sec): 2 clusters
  Score: Raw -161458.962358 + Penalty 1243.615817 = -160215.346541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42075.340000 sec): 3 clusters
  Score: Raw -160583.900202 + Penalty 2487.231634 = -158096.668568
  nChanged 736
		SP:Iteration 1F (42075.500000 sec): 3 clusters
  Score: Raw -161072.155692 + Penalty 2487.231634 = -158584.924057
  nChanged 180
		SP:Iteration 2F (42075.660000 sec): 3 clusters
  Score: Raw -161206.318956 + Penalty 2487.231634 = -158719.087322
  nChanged 106
		SP:Iteration 3F (42075.820000 sec): 3 clusters
  Score: Raw -161273.663464 + Penalty 2487.231634 = -158786.431829
  nChanged 77
		SP:Iteration 4Q (42075.980000 sec): 3 clusters
  Score: Raw -161326.782930 + Penalty 2487.231634 = -158839.551295
  nChanged 80
		SP:Iteration 5Q (42076.140000 sec): 3 clusters
  Score: Raw -161379.755146 + Penalty 2487.231634 = -158892.523512
  nChanged 74
		SP:Iteration 6Q (42076.300000 sec): 3 clusters
  Score: Raw -161430.013629 + Penalty 2487.231634 = -158942.781995
  nChanged 60
		SP:Iteration 7Q (42076.480000 sec): 3 clusters
  Score: Raw -161465.613650 + Penalty 2487.231634 = -158978.382016
  nChanged 50
		SP:Iteration 8Q (42076.650000 sec): 3 clusters
  Score: Raw -161496.898213 + Penalty 2487.231634 = -159009.666579
  nChanged 54
		SP:Iteration 9Q (42076.830000 sec): 3 clusters
  Score: Raw -161532.951105 + Penalty 2487.231634 = -159045.719471
  nChanged 45
		SP:Iteration 10Q (42077.010000 sec): 3 clusters
  Score: Raw -161558.702779 + Penalty 2487.231634 = -159071.471145
  nChanged 37
		SP:Iteration 11Q (42077.180000 sec): 3 clusters
  Score: Raw -161582.148317 + Penalty 2487.231634 = -159094.916683
  nChanged 36
		SP:Iteration 12Q (42077.360000 sec): 3 clusters
  Score: Raw -161605.396473 + Penalty 2487.231634 = -159118.164839
  nChanged 28
		SP:Iteration 13Q (42077.530000 sec): 3 clusters
  Score: Raw -161626.658797 + Penalty 2487.231634 = -159139.427162
  nChanged 32
		SP:Iteration 14Q (42077.710000 sec): 3 clusters
  Score: Raw -161646.471109 + Penalty 2487.231634 = -159159.239475
  nChanged 23
		SP:Iteration 15Q (42077.890000 sec): 3 clusters
  Score: Raw -161659.864442 + Penalty 2487.231634 = -159172.632807
  nChanged 24
		SP:Iteration 16Q (42078.060000 sec): 3 clusters
  Score: Raw -161676.621284 + Penalty 2487.231634 = -159189.389650
  nChanged 14
		SP:Iteration 17Q (42078.240000 sec): 3 clusters
  Score: Raw -161684.104308 + Penalty 2487.231634 = -159196.872673
  nChanged 10
		SP:Iteration 18Q (42078.410000 sec): 3 clusters
  Score: Raw -161688.432127 + Penalty 2487.231634 = -159201.200492
  nChanged 7
		SP:Iteration 19Q (42078.590000 sec): 3 clusters
  Score: Raw -161691.783110 + Penalty 2487.231634 = -159204.551476
  nChanged 3
		SP:Iteration 20F (42078.630000 sec): 3 clusters
  Score: Raw -161693.076006 + Penalty 2487.231634 = -159205.844372
  nChanged 4
		SP:Iteration 21Q (42078.810000 sec): 3 clusters
  Score: Raw -161695.131844 + Penalty 2487.231634 = -159207.900209
  nChanged 5
		SP:Iteration 22Q (42078.990000 sec): 3 clusters
  Score: Raw -161698.633724 + Penalty 2487.231634 = -159211.402089
  nChanged 5
		SP:Iteration 23Q (42079.170000 sec): 3 clusters
  Score: Raw -161702.133429 + Penalty 2487.231634 = -159214.901795
  nChanged 9
		SP:Iteration 24Q (42079.350000 sec): 3 clusters
  Score: Raw -161706.644456 + Penalty 2487.231634 = -159219.412821
  nChanged 7
		SP:Iteration 25Q (42079.510000 sec): 3 clusters
  Score: Raw -161711.023245 + Penalty 2487.231634 = -159223.791611
  nChanged 9
		SP:Iteration 26Q (42079.680000 sec): 3 clusters
  Score: Raw -161716.545966 + Penalty 2487.231634 = -159229.314332
  nChanged 10
		SP:Iteration 27Q (42079.860000 sec): 3 clusters
  Score: Raw -161723.181583 + Penalty 2487.231634 = -159235.949948
  nChanged 14
		SP:Iteration 28Q (42080.030000 sec): 3 clusters
  Score: Raw -161732.787962 + Penalty 2487.231634 = -159245.556327
  nChanged 12
		SP:Iteration 29Q (42080.200000 sec): 3 clusters
  Score: Raw -161738.310931 + Penalty 2487.231634 = -159251.079297
  nChanged 9
		SP:Iteration 30Q (42080.380000 sec): 3 clusters
  Score: Raw -161743.390161 + Penalty 2487.231634 = -159256.158527
  nChanged 6
		SP:Iteration 31Q (42080.550000 sec): 3 clusters
  Score: Raw -161746.447735 + Penalty 2487.231634 = -159259.216101
  nChanged 6
		SP:Iteration 32Q (42080.730000 sec): 3 clusters
  Score: Raw -161751.142288 + Penalty 2487.231634 = -159263.910653
  nChanged 5
		SP:Iteration 33Q (42080.900000 sec): 3 clusters
  Score: Raw -161753.200338 + Penalty 2487.231634 = -159265.968703
  nChanged 5
		SP:Iteration 34Q (42081.070000 sec): 3 clusters
  Score: Raw -161755.902425 + Penalty 2487.231634 = -159268.670790
  nChanged 3
		SP:Iteration 35Q (42081.250000 sec): 3 clusters
  Score: Raw -161757.878838 + Penalty 2487.231634 = -159270.647204
  nChanged 2
		SP:Iteration 36Q (42081.420000 sec): 3 clusters
  Score: Raw -161759.801439 + Penalty 2487.231634 = -159272.569805
  nChanged 4
		SP:Iteration 37Q (42081.590000 sec): 3 clusters
  Score: Raw -161762.387997 + Penalty 2487.231634 = -159275.156362
  nChanged 2
		SP:Iteration 38Q (42081.770000 sec): 3 clusters
  Score: Raw -161764.354420 + Penalty 2487.231634 = -159277.122786
  nChanged 4
		SP:Iteration 39Q (42081.950000 sec): 3 clusters
  Score: Raw -161766.626280 + Penalty 2487.231634 = -159279.394645
  nChanged 1
		SP:Iteration 40F (42082.120000 sec): 3 clusters
  Score: Raw -161767.116622 + Penalty 2487.231634 = -159279.884987
  nChanged 1
		SP:Iteration 41Q (42082.300000 sec): 3 clusters
  Score: Raw -161768.157063 + Penalty 2487.231634 = -159280.925428
  nChanged 1
		SP:Iteration 42Q (42082.470000 sec): 3 clusters
  Score: Raw -161768.533311 + Penalty 2487.231634 = -159281.301677
  nChanged 0
		SP:Iteration 43F (42082.650000 sec): 3 clusters
  Score: Raw -161768.533311 + Penalty 2487.231634 = -159281.301677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42082.850000 sec): 2 clusters
  Score: Raw -1508536.554152 + Penalty 1595.431271 = -1506941.122881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42083.230000 sec): 3 clusters
  Score: Raw -1497579.674116 + Penalty 3190.862542 = -1494388.811574
  nChanged 8192
		SP:Iteration 1F (42083.530000 sec): 3 clusters
  Score: Raw -1502015.978807 + Penalty 3190.862542 = -1498825.116265
  nChanged 890
		SP:Iteration 2Q (42083.840000 sec): 3 clusters
  Score: Raw -1502301.325823 + Penalty 3190.862542 = -1499110.463281
  nChanged 782
		SP:Iteration 3Q (42084.150000 sec): 3 clusters
  Score: Raw -1502546.769319 + Penalty 3190.862542 = -1499355.906777
  nChanged 715
		SP:Iteration 4Q (42084.510000 sec): 3 clusters
  Score: Raw -1502779.860809 + Penalty 3190.862542 = -1499588.998267
  nChanged 662
		SP:Iteration 5Q (42084.830000 sec): 3 clusters
  Score: Raw -1503032.002424 + Penalty 3190.862542 = -1499841.139882
  nChanged 724
		SP:Iteration 6Q (42085.120000 sec): 3 clusters
  Score: Raw -1503315.208280 + Penalty 3190.862542 = -1500124.345738
  nChanged 752
		SP:Iteration 7Q (42085.390000 sec): 3 clusters
  Score: Raw -1503633.024942 + Penalty 3190.862542 = -1500442.162400
  nChanged 762
		SP:Iteration 8Q (42085.750000 sec): 3 clusters
  Score: Raw -1503976.610888 + Penalty 3190.862542 = -1500785.748346
  nChanged 756
		SP:Iteration 9Q (42086.030000 sec): 3 clusters
  Score: Raw -1504303.066473 + Penalty 3190.862542 = -1501112.203931
  nChanged 738
		SP:Iteration 10Q (42086.360000 sec): 3 clusters
  Score: Raw -1504627.797933 + Penalty 3190.862542 = -1501436.935391
  nChanged 708
		SP:Iteration 11Q (42086.680000 sec): 3 clusters
  Score: Raw -1504928.890174 + Penalty 3190.862542 = -1501738.027632
  nChanged 637
		SP:Iteration 12Q (42086.990000 sec): 3 clusters
  Score: Raw -1505165.961453 + Penalty 3190.862542 = -1501975.098911
  nChanged 540
		SP:Iteration 13Q (42087.330000 sec): 3 clusters
  Score: Raw -1505361.262377 + Penalty 3190.862542 = -1502170.399835
  nChanged 481
		SP:Iteration 14Q (42087.650000 sec): 3 clusters
  Score: Raw -1505530.241042 + Penalty 3190.862542 = -1502339.378500
  nChanged 453
		SP:Iteration 15Q (42087.960000 sec): 3 clusters
  Score: Raw -1505684.876579 + Penalty 3190.862542 = -1502494.014037
  nChanged 415
		SP:Iteration 16Q (42088.280000 sec): 3 clusters
  Score: Raw -1505811.339119 + Penalty 3190.862542 = -1502620.476577
  nChanged 351
		SP:Iteration 17Q (42088.580000 sec): 3 clusters
  Score: Raw -1505904.477447 + Penalty 3190.862542 = -1502713.614905
  nChanged 280
		SP:Iteration 18Q (42088.900000 sec): 3 clusters
  Score: Raw -1505985.214574 + Penalty 3190.862542 = -1502794.352032
  nChanged 265
		SP:Iteration 19Q (42089.210000 sec): 3 clusters
  Score: Raw -1506057.830667 + Penalty 3190.862542 = -1502866.968125
  nChanged 202
		SP:Iteration 20F (42089.530000 sec): 3 clusters
  Score: Raw -1506100.476294 + Penalty 3190.862542 = -1502909.613752
  nChanged 174
		SP:Iteration 21Q (42089.860000 sec): 3 clusters
  Score: Raw -1506133.202376 + Penalty 3190.862542 = -1502942.339834
  nChanged 150
		SP:Iteration 22Q (42090.170000 sec): 3 clusters
  Score: Raw -1506155.536168 + Penalty 3190.862542 = -1502964.673626
  nChanged 116
		SP:Iteration 23Q (42090.510000 sec): 3 clusters
  Score: Raw -1506173.019407 + Penalty 3190.862542 = -1502982.156865
  nChanged 109
		SP:Iteration 24Q (42090.820000 sec): 3 clusters
  Score: Raw -1506192.079520 + Penalty 3190.862542 = -1503001.216978
  nChanged 122
		SP:Iteration 25Q (42091.160000 sec): 3 clusters
  Score: Raw -1506213.532626 + Penalty 3190.862542 = -1503022.670084
  nChanged 109
		SP:Iteration 26Q (42091.480000 sec): 3 clusters
  Score: Raw -1506227.270581 + Penalty 3190.862542 = -1503036.408039
  nChanged 77
		SP:Iteration 27Q (42091.770000 sec): 3 clusters
  Score: Raw -1506236.675238 + Penalty 3190.862542 = -1503045.812696
  nChanged 65
		SP:Iteration 28Q (42092.110000 sec): 3 clusters
  Score: Raw -1506244.287767 + Penalty 3190.862542 = -1503053.425225
  nChanged 59
		SP:Iteration 29Q (42092.440000 sec): 3 clusters
  Score: Raw -1506251.061225 + Penalty 3190.862542 = -1503060.198683
  nChanged 60
		SP:Iteration 30Q (42092.780000 sec): 3 clusters
  Score: Raw -1506257.845424 + Penalty 3190.862542 = -1503066.982882
  nChanged 66
		SP:Iteration 31Q (42093.070000 sec): 3 clusters
  Score: Raw -1506266.052566 + Penalty 3190.862542 = -1503075.190024
  nChanged 67
		SP:Iteration 32Q (42093.360000 sec): 3 clusters
  Score: Raw -1506274.463739 + Penalty 3190.862542 = -1503083.601197
  nChanged 73
		SP:Iteration 33Q (42093.640000 sec): 3 clusters
  Score: Raw -1506284.384191 + Penalty 3190.862542 = -1503093.521649
  nChanged 68
		SP:Iteration 34Q (42093.930000 sec): 3 clusters
  Score: Raw -1506293.703260 + Penalty 3190.862542 = -1503102.840718
  nChanged 81
		SP:Iteration 35Q (42094.220000 sec): 3 clusters
  Score: Raw -1506304.773216 + Penalty 3190.862542 = -1503113.910674
  nChanged 91
		SP:Iteration 36Q (42094.510000 sec): 3 clusters
  Score: Raw -1506317.960051 + Penalty 3190.862542 = -1503127.097509
  nChanged 104
		SP:Iteration 37Q (42094.800000 sec): 3 clusters
  Score: Raw -1506332.935529 + Penalty 3190.862542 = -1503142.072987
  nChanged 98
		SP:Iteration 38Q (42095.080000 sec): 3 clusters
  Score: Raw -1506348.632354 + Penalty 3190.862542 = -1503157.769812
  nChanged 112
		SP:Iteration 39Q (42095.370000 sec): 3 clusters
  Score: Raw -1506366.457668 + Penalty 3190.862542 = -1503175.595126
  nChanged 120
		SP:Iteration 40F (42095.700000 sec): 3 clusters
  Score: Raw -1506388.066280 + Penalty 3190.862542 = -1503197.203738
  nChanged 134
		SP:Iteration 41Q (42095.980000 sec): 3 clusters
  Score: Raw -1506413.777278 + Penalty 3190.862542 = -1503222.914736
  nChanged 137
		SP:Iteration 42Q (42096.300000 sec): 3 clusters
  Score: Raw -1506439.548946 + Penalty 3190.862542 = -1503248.686404
  nChanged 150
		SP:Iteration 43Q (42096.610000 sec): 3 clusters
  Score: Raw -1506465.538697 + Penalty 3190.862542 = -1503274.676155
  nChanged 116
		SP:Iteration 44Q (42096.900000 sec): 3 clusters
  Score: Raw -1506484.304405 + Penalty 3190.862542 = -1503293.441863
  nChanged 115
		SP:Iteration 45Q (42097.210000 sec): 3 clusters
  Score: Raw -1506505.546727 + Penalty 3190.862542 = -1503314.684185
  nChanged 128
		SP:Iteration 46Q (42097.520000 sec): 3 clusters
  Score: Raw -1506530.312670 + Penalty 3190.862542 = -1503339.450128
  nChanged 145
		SP:Iteration 47Q (42097.870000 sec): 3 clusters
  Score: Raw -1506559.010287 + Penalty 3190.862542 = -1503368.147745
  nChanged 164
		SP:Iteration 48Q (42098.160000 sec): 3 clusters
  Score: Raw -1506592.872749 + Penalty 3190.862542 = -1503402.010207
  nChanged 154
		SP:Iteration 49Q (42098.480000 sec): 3 clusters
  Score: Raw -1506623.716244 + Penalty 3190.862542 = -1503432.853702
  nChanged 161
		SP:Iteration 50Q (42098.770000 sec): 3 clusters
  Score: Raw -1506655.136859 + Penalty 3190.862542 = -1503464.274317
  nChanged 178
		SP:Iteration 51Q (42099.090000 sec): 3 clusters
  Score: Raw -1506698.493536 + Penalty 3190.862542 = -1503507.630994
  nChanged 182
		SP:Iteration 52Q (42099.380000 sec): 3 clusters
  Score: Raw -1506747.581921 + Penalty 3190.862542 = -1503556.719379
  nChanged 175
		SP:Iteration 53Q (42099.670000 sec): 3 clusters
  Score: Raw -1506793.597604 + Penalty 3190.862542 = -1503602.735062
  nChanged 182
		SP:Iteration 54Q (42099.980000 sec): 3 clusters
  Score: Raw -1506846.173694 + Penalty 3190.862542 = -1503655.311152
  nChanged 205
		SP:Iteration 55Q (42100.300000 sec): 3 clusters
  Score: Raw -1506911.048746 + Penalty 3190.862542 = -1503720.186204
  nChanged 220
		SP:Iteration 56Q (42100.590000 sec): 3 clusters
  Score: Raw -1506986.011332 + Penalty 3190.862542 = -1503795.148790
  nChanged 230
		SP:Iteration 57Q (42100.890000 sec): 3 clusters
  Score: Raw -1507072.563537 + Penalty 3190.862542 = -1503881.700995
  nChanged 219
		SP:Iteration 58Q (42101.180000 sec): 3 clusters
  Score: Raw -1507151.782703 + Penalty 3190.862542 = -1503960.920161
  nChanged 216
		SP:Iteration 59Q (42101.470000 sec): 3 clusters
  Score: Raw -1507236.858821 + Penalty 3190.862542 = -1504045.996279
  nChanged 215
		SP:Iteration 60F (42101.830000 sec): 3 clusters
  Score: Raw -1507313.818622 + Penalty 3190.862542 = -1504122.956080
  nChanged 194
		SP:Iteration 61Q (42102.070000 sec): 3 clusters
  Score: Raw -1507378.939530 + Penalty 3190.862542 = -1504188.076989
  nChanged 177
		SP:Iteration 62Q (42102.410000 sec): 3 clusters
  Score: Raw -1507440.881833 + Penalty 3190.862542 = -1504250.019291
  nChanged 193
		SP:Iteration 63Q (42102.720000 sec): 3 clusters
  Score: Raw -1507509.799002 + Penalty 3190.862542 = -1504318.936460
  nChanged 177
		SP:Iteration 64Q (42103.040000 sec): 3 clusters
  Score: Raw -1507573.507115 + Penalty 3190.862542 = -1504382.644573
  nChanged 176
		SP:Iteration 65Q (42103.340000 sec): 3 clusters
  Score: Raw -1507633.448698 + Penalty 3190.862542 = -1504442.586156
  nChanged 165
		SP:Iteration 66Q (42103.630000 sec): 3 clusters
  Score: Raw -1507691.456710 + Penalty 3190.862542 = -1504500.594168
  nChanged 162
		SP:Iteration 67Q (42103.880000 sec): 3 clusters
  Score: Raw -1507748.518218 + Penalty 3190.862542 = -1504557.655676
  nChanged 177
		SP:Iteration 68Q (42104.160000 sec): 3 clusters
  Score: Raw -1507823.502235 + Penalty 3190.862542 = -1504632.639693
  nChanged 199
		SP:Iteration 69Q (42104.470000 sec): 3 clusters
  Score: Raw -1507918.528142 + Penalty 3190.862542 = -1504727.665600
  nChanged 174
		SP:Iteration 70Q (42104.750000 sec): 3 clusters
  Score: Raw -1508000.085604 + Penalty 3190.862542 = -1504809.223062
  nChanged 162
		SP:Iteration 71Q (42105.050000 sec): 3 clusters
  Score: Raw -1508075.916170 + Penalty 3190.862542 = -1504885.053628
  nChanged 161
		SP:Iteration 72Q (42105.330000 sec): 3 clusters
  Score: Raw -1508155.415019 + Penalty 3190.862542 = -1504964.552477
  nChanged 136
		SP:Iteration 73Q (42105.610000 sec): 3 clusters
  Score: Raw -1508234.615898 + Penalty 3190.862542 = -1505043.753356
  nChanged 141
		SP:Iteration 74Q (42105.930000 sec): 3 clusters
  Score: Raw -1508317.816113 + Penalty 3190.862542 = -1505126.953571
  nChanged 134
		SP:Iteration 75Q (42106.160000 sec): 3 clusters
  Score: Raw -1508394.628261 + Penalty 3190.862542 = -1505203.765719
  nChanged 108
		SP:Iteration 76Q (42106.440000 sec): 3 clusters
  Score: Raw -1508455.719773 + Penalty 3190.862542 = -1505264.857231
  nChanged 79
		SP:Iteration 77Q (42106.750000 sec): 3 clusters
  Score: Raw -1508499.659158 + Penalty 3190.862542 = -1505308.796616
  nChanged 68
		SP:Iteration 78Q (42107.020000 sec): 3 clusters
  Score: Raw -1508539.552623 + Penalty 3190.862542 = -1505348.690081
  nChanged 55
		SP:Iteration 79Q (42107.300000 sec): 3 clusters
  Score: Raw -1508568.250481 + Penalty 3190.862542 = -1505377.387939
  nChanged 36
		SP:Iteration 80F (42107.610000 sec): 3 clusters
  Score: Raw -1508591.382189 + Penalty 3190.862542 = -1505400.519647
  nChanged 34
		SP:Iteration 81Q (42107.850000 sec): 3 clusters
  Score: Raw -1508610.014857 + Penalty 3190.862542 = -1505419.152315
  nChanged 38
		SP:Iteration 82Q (42108.170000 sec): 3 clusters
  Score: Raw -1508633.617139 + Penalty 3190.862542 = -1505442.754597
  nChanged 34
		SP:Iteration 83Q (42108.450000 sec): 3 clusters
  Score: Raw -1508657.014255 + Penalty 3190.862542 = -1505466.151713
  nChanged 25
		SP:Iteration 84Q (42108.730000 sec): 3 clusters
  Score: Raw -1508673.616242 + Penalty 3190.862542 = -1505482.753700
  nChanged 22
		SP:Iteration 85Q (42109.010000 sec): 3 clusters
  Score: Raw -1508685.635536 + Penalty 3190.862542 = -1505494.772994
  nChanged 16
		SP:Iteration 86Q (42109.270000 sec): 3 clusters
  Score: Raw -1508694.355423 + Penalty 3190.862542 = -1505503.492881
  nChanged 9
		SP:Iteration 87Q (42109.590000 sec): 3 clusters
  Score: Raw -1508698.621198 + Penalty 3190.862542 = -1505507.758656
  nChanged 10
		SP:Iteration 88Q (42109.870000 sec): 3 clusters
  Score: Raw -1508703.952344 + Penalty 3190.862542 = -1505513.089802
  nChanged 10
		SP:Iteration 89Q (42110.150000 sec): 3 clusters
  Score: Raw -1508710.756674 + Penalty 3190.862542 = -1505519.894132
  nChanged 8
		SP:Iteration 90Q (42110.470000 sec): 3 clusters
  Score: Raw -1508715.293412 + Penalty 3190.862542 = -1505524.430870
  nChanged 12
		SP:Iteration 91Q (42110.760000 sec): 3 clusters
  Score: Raw -1508724.981095 + Penalty 3190.862542 = -1505534.118553
  nChanged 18
		SP:Iteration 92Q (42111.090000 sec): 3 clusters
  Score: Raw -1508742.589841 + Penalty 3190.862542 = -1505551.727299
  nChanged 20
		SP:Iteration 93Q (42111.390000 sec): 3 clusters
  Score: Raw -1508760.221239 + Penalty 3190.862542 = -1505569.358697
  nChanged 15
		SP:Iteration 94Q (42111.680000 sec): 3 clusters
  Score: Raw -1508774.695718 + Penalty 3190.862542 = -1505583.833176
  nChanged 6
		SP:Iteration 95Q (42111.970000 sec): 3 clusters
  Score: Raw -1508778.435336 + Penalty 3190.862542 = -1505587.572794
  nChanged 3
		SP:Iteration 96Q (42112.200000 sec): 3 clusters
  Score: Raw -1508779.469084 + Penalty 3190.862542 = -1505588.606542
  nChanged 3
		SP:Iteration 97Q (42112.480000 sec): 3 clusters
  Score: Raw -1508781.233819 + Penalty 3190.862542 = -1505590.371277
  nChanged 2
		SP:Iteration 98Q (42112.800000 sec): 3 clusters
  Score: Raw -1508782.209478 + Penalty 3190.862542 = -1505591.346936
  nChanged 2
		SP:Iteration 99Q (42113.150000 sec): 3 clusters
  Score: Raw -1508782.676085 + Penalty 3190.862542 = -1505591.813543
  nChanged 0
		SP:Iteration 100F (42113.460000 sec): 3 clusters
  Score: Raw -1508782.676085 + Penalty 3190.862542 = -1505591.813543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42113.570000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42113.720000 sec): 3 clusters
  Score: Raw -197102.369315 + Penalty 2547.333398 = -194555.035918
  nChanged 935
		SP:Iteration 1F (42113.880000 sec): 3 clusters
  Score: Raw -197669.644957 + Penalty 2547.333398 = -195122.311560
  nChanged 189
		SP:Iteration 2F (42114.040000 sec): 3 clusters
  Score: Raw -197795.003617 + Penalty 2547.333398 = -195247.670220
  nChanged 135
		SP:Iteration 3F (42114.200000 sec): 3 clusters
  Score: Raw -197889.667737 + Penalty 2547.333398 = -195342.334340
  nChanged 107
		SP:Iteration 4Q (42114.360000 sec): 3 clusters
  Score: Raw -197957.210326 + Penalty 2547.333398 = -195409.876928
  nChanged 87
		SP:Iteration 5Q (42114.520000 sec): 3 clusters
  Score: Raw -198017.450209 + Penalty 2547.333398 = -195470.116811
  nChanged 86
		SP:Iteration 6Q (42114.680000 sec): 3 clusters
  Score: Raw -198073.576615 + Penalty 2547.333398 = -195526.243217
  nChanged 83
		SP:Iteration 7Q (42114.840000 sec): 3 clusters
  Score: Raw -198130.941378 + Penalty 2547.333398 = -195583.607981
  nChanged 71
		SP:Iteration 8Q (42115.000000 sec): 3 clusters
  Score: Raw -198174.112626 + Penalty 2547.333398 = -195626.779228
  nChanged 49
		SP:Iteration 9Q (42115.170000 sec): 3 clusters
  Score: Raw -198210.999893 + Penalty 2547.333398 = -195663.666495
  nChanged 43
		SP:Iteration 10Q (42115.350000 sec): 3 clusters
  Score: Raw -198237.843998 + Penalty 2547.333398 = -195690.510600
  nChanged 34
		SP:Iteration 11Q (42115.530000 sec): 3 clusters
  Score: Raw -198258.288521 + Penalty 2547.333398 = -195710.955123
  nChanged 25
		SP:Iteration 12Q (42115.700000 sec): 3 clusters
  Score: Raw -198271.263876 + Penalty 2547.333398 = -195723.930479
  nChanged 26
		SP:Iteration 13Q (42115.880000 sec): 3 clusters
  Score: Raw -198283.153765 + Penalty 2547.333398 = -195735.820368
  nChanged 19
		SP:Iteration 14Q (42116.050000 sec): 3 clusters
  Score: Raw -198293.048617 + Penalty 2547.333398 = -195745.715220
  nChanged 21
		SP:Iteration 15Q (42116.230000 sec): 3 clusters
  Score: Raw -198304.476135 + Penalty 2547.333398 = -195757.142737
  nChanged 29
		SP:Iteration 16Q (42116.410000 sec): 3 clusters
  Score: Raw -198320.859851 + Penalty 2547.333398 = -195773.526453
  nChanged 17
		SP:Iteration 17Q (42116.560000 sec): 3 clusters
  Score: Raw -198328.410672 + Penalty 2547.333398 = -195781.077274
  nChanged 15
		SP:Iteration 18Q (42116.760000 sec): 3 clusters
  Score: Raw -198337.180908 + Penalty 2547.333398 = -195789.847511
  nChanged 22
		SP:Iteration 19Q (42116.900000 sec): 3 clusters
  Score: Raw -198346.845289 + Penalty 2547.333398 = -195799.511891
  nChanged 11
		SP:Iteration 20F (42117.060000 sec): 3 clusters
  Score: Raw -198353.664798 + Penalty 2547.333398 = -195806.331400
  nChanged 10
		SP:Iteration 21Q (42117.220000 sec): 3 clusters
  Score: Raw -198357.595287 + Penalty 2547.333398 = -195810.261890
  nChanged 3
		SP:Iteration 22Q (42117.380000 sec): 3 clusters
  Score: Raw -198358.806535 + Penalty 2547.333398 = -195811.473137
  nChanged 6
		SP:Iteration 23Q (42117.550000 sec): 3 clusters
  Score: Raw -198360.863740 + Penalty 2547.333398 = -195813.530342
  nChanged 1
		SP:Iteration 24Q (42117.720000 sec): 3 clusters
  Score: Raw -198361.267314 + Penalty 2547.333398 = -195813.933916
  nChanged 0
		SP:Iteration 25F (42117.890000 sec): 3 clusters
  Score: Raw -198361.267314 + Penalty 2547.333398 = -195813.933916
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42117.980000 sec): 2 clusters
  Score: Raw -79197.020337 + Penalty 1147.187865 = -78049.832472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42118.150000 sec): 3 clusters
  Score: Raw -78863.446773 + Penalty 2294.375729 = -76569.071043
  nChanged 361
		SP:Iteration 1F (42118.330000 sec): 3 clusters
  Score: Raw -79275.561230 + Penalty 2294.375729 = -76981.185501
  nChanged 113
		SP:Iteration 2F (42118.500000 sec): 3 clusters
  Score: Raw -79451.573442 + Penalty 2294.375729 = -77157.197713
  nChanged 70
		SP:Iteration 3F (42118.670000 sec): 3 clusters
  Score: Raw -79578.331980 + Penalty 2294.375729 = -77283.956250
  nChanged 60
		SP:Iteration 4F (42118.850000 sec): 3 clusters
  Score: Raw -79668.419865 + Penalty 2294.375729 = -77374.044136
  nChanged 53
		SP:Iteration 5Q (42119.020000 sec): 3 clusters
  Score: Raw -79748.838460 + Penalty 2294.375729 = -77454.462731
  nChanged 50
		SP:Iteration 6Q (42119.190000 sec): 3 clusters
  Score: Raw -79808.589304 + Penalty 2294.375729 = -77514.213575
  nChanged 38
		SP:Iteration 7Q (42119.370000 sec): 3 clusters
  Score: Raw -79861.319427 + Penalty 2294.375729 = -77566.943698
  nChanged 27
		SP:Iteration 8Q (42119.540000 sec): 3 clusters
  Score: Raw -79894.623688 + Penalty 2294.375729 = -77600.247958
  nChanged 22
		SP:Iteration 9Q (42119.710000 sec): 3 clusters
  Score: Raw -79913.555899 + Penalty 2294.375729 = -77619.180170
  nChanged 11
		SP:Iteration 10Q (42119.890000 sec): 3 clusters
  Score: Raw -79924.191387 + Penalty 2294.375729 = -77629.815658
  nChanged 8
		SP:Iteration 11Q (42120.060000 sec): 3 clusters
  Score: Raw -79933.758347 + Penalty 2294.375729 = -77639.382618
  nChanged 5
		SP:Iteration 12Q (42120.230000 sec): 3 clusters
  Score: Raw -79939.408749 + Penalty 2294.375729 = -77645.033020
  nChanged 3
		SP:Iteration 13Q (42120.410000 sec): 3 clusters
  Score: Raw -79941.724598 + Penalty 2294.375729 = -77647.348869
  nChanged 1
		SP:Iteration 14Q (42120.570000 sec): 3 clusters
  Score: Raw -79941.870073 + Penalty 2294.375729 = -77647.494343
  nChanged 1
		SP:Iteration 15Q (42120.750000 sec): 3 clusters
  Score: Raw -79943.853591 + Penalty 2294.375729 = -77649.477862
  nChanged 0
		SP:Iteration 16F (42120.930000 sec): 3 clusters
  Score: Raw -79943.853591 + Penalty 2294.375729 = -77649.477862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42121.050000 sec): 2 clusters
  Score: Raw -534005.917709 + Penalty 1435.508741 = -532570.408968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42121.260000 sec): 3 clusters
  Score: Raw -530421.159455 + Penalty 2871.017481 = -527550.141974
  nChanged 2841
		SP:Iteration 1F (42121.460000 sec): 3 clusters
  Score: Raw -531932.571475 + Penalty 2871.017481 = -529061.553994
  nChanged 548
		SP:Iteration 2F (42121.660000 sec): 3 clusters
  Score: Raw -532321.148940 + Penalty 2871.017481 = -529450.131459
  nChanged 538
		SP:Iteration 3F (42121.850000 sec): 3 clusters
  Score: Raw -532760.035135 + Penalty 2871.017481 = -529889.017654
  nChanged 487
		SP:Iteration 4F (42122.040000 sec): 3 clusters
  Score: Raw -533137.054909 + Penalty 2871.017481 = -530266.037427
  nChanged 404
		SP:Iteration 5F (42122.230000 sec): 3 clusters
  Score: Raw -533418.124221 + Penalty 2871.017481 = -530547.106739
  nChanged 329
		SP:Iteration 6Q (42122.410000 sec): 3 clusters
  Score: Raw -533625.212274 + Penalty 2871.017481 = -530754.194792
  nChanged 264
		SP:Iteration 7Q (42122.610000 sec): 3 clusters
  Score: Raw -533792.546075 + Penalty 2871.017481 = -530921.528593
  nChanged 212
		SP:Iteration 8Q (42122.810000 sec): 3 clusters
  Score: Raw -533913.017873 + Penalty 2871.017481 = -531042.000391
  nChanged 147
		SP:Iteration 9Q (42123.010000 sec): 3 clusters
  Score: Raw -533983.708826 + Penalty 2871.017481 = -531112.691345
  nChanged 110
		SP:Iteration 10Q (42123.200000 sec): 3 clusters
  Score: Raw -534030.549992 + Penalty 2871.017481 = -531159.532510
  nChanged 72
		SP:Iteration 11Q (42123.400000 sec): 3 clusters
  Score: Raw -534059.509727 + Penalty 2871.017481 = -531188.492246
  nChanged 54
		SP:Iteration 12Q (42123.590000 sec): 3 clusters
  Score: Raw -534082.441715 + Penalty 2871.017481 = -531211.424233
  nChanged 50
		SP:Iteration 13Q (42123.790000 sec): 3 clusters
  Score: Raw -534101.628484 + Penalty 2871.017481 = -531230.611002
  nChanged 41
		SP:Iteration 14Q (42123.990000 sec): 3 clusters
  Score: Raw -534121.009099 + Penalty 2871.017481 = -531249.991618
  nChanged 39
		SP:Iteration 15Q (42124.190000 sec): 3 clusters
  Score: Raw -534140.305550 + Penalty 2871.017481 = -531269.288069
  nChanged 43
		SP:Iteration 16Q (42124.390000 sec): 3 clusters
  Score: Raw -534159.708940 + Penalty 2871.017481 = -531288.691459
  nChanged 41
		SP:Iteration 17Q (42124.590000 sec): 3 clusters
  Score: Raw -534172.234324 + Penalty 2871.017481 = -531301.216842
  nChanged 27
		SP:Iteration 18Q (42124.790000 sec): 3 clusters
  Score: Raw -534180.671776 + Penalty 2871.017481 = -531309.654295
  nChanged 21
		SP:Iteration 19Q (42124.990000 sec): 3 clusters
  Score: Raw -534186.274319 + Penalty 2871.017481 = -531315.256837
  nChanged 23
		SP:Iteration 20F (42125.230000 sec): 3 clusters
  Score: Raw -534192.813278 + Penalty 2871.017481 = -531321.795797
  nChanged 18
		SP:Iteration 21Q (42125.410000 sec): 3 clusters
  Score: Raw -534198.406889 + Penalty 2871.017481 = -531327.389408
  nChanged 18
		SP:Iteration 22Q (42125.610000 sec): 3 clusters
  Score: Raw -534203.280920 + Penalty 2871.017481 = -531332.263439
  nChanged 13
		SP:Iteration 23Q (42125.810000 sec): 3 clusters
  Score: Raw -534206.682272 + Penalty 2871.017481 = -531335.664791
  nChanged 15
		SP:Iteration 24Q (42126.020000 sec): 3 clusters
  Score: Raw -534211.308627 + Penalty 2871.017481 = -531340.291145
  nChanged 12
		SP:Iteration 25Q (42126.220000 sec): 3 clusters
  Score: Raw -534214.548282 + Penalty 2871.017481 = -531343.530801
  nChanged 10
		SP:Iteration 26Q (42126.420000 sec): 3 clusters
  Score: Raw -534216.616249 + Penalty 2871.017481 = -531345.598768
  nChanged 4
		SP:Iteration 27Q (42126.610000 sec): 3 clusters
  Score: Raw -534217.432816 + Penalty 2871.017481 = -531346.415335
  nChanged 3
		SP:Iteration 28Q (42126.820000 sec): 3 clusters
  Score: Raw -534218.252731 + Penalty 2871.017481 = -531347.235250
  nChanged 7
		SP:Iteration 29Q (42127.030000 sec): 3 clusters
  Score: Raw -534219.394672 + Penalty 2871.017481 = -531348.377191
  nChanged 3
		SP:Iteration 30Q (42127.310000 sec): 3 clusters
  Score: Raw -534219.708032 + Penalty 2871.017481 = -531348.690551
  nChanged 1
		SP:Iteration 31Q (42127.500000 sec): 3 clusters
  Score: Raw -534219.909267 + Penalty 2871.017481 = -531348.891786
  nChanged 2
		SP:Iteration 32Q (42127.680000 sec): 3 clusters
  Score: Raw -534220.194088 + Penalty 2871.017481 = -531349.176606
  nChanged 3
		SP:Iteration 33Q (42127.870000 sec): 3 clusters
  Score: Raw -534220.695385 + Penalty 2871.017481 = -531349.677903
  nChanged 2
		SP:Iteration 34Q (42128.050000 sec): 3 clusters
  Score: Raw -534220.970277 + Penalty 2871.017481 = -531349.952796
  nChanged 2
		SP:Iteration 35Q (42128.230000 sec): 3 clusters
  Score: Raw -534221.319633 + Penalty 2871.017481 = -531350.302152
  nChanged 3
		SP:Iteration 36Q (42128.420000 sec): 3 clusters
  Score: Raw -534221.978069 + Penalty 2871.017481 = -531350.960587
  nChanged 2
		SP:Iteration 37Q (42128.600000 sec): 3 clusters
  Score: Raw -534222.703148 + Penalty 2871.017481 = -531351.685666
  nChanged 4
		SP:Iteration 38Q (42128.790000 sec): 3 clusters
  Score: Raw -534224.110060 + Penalty 2871.017481 = -531353.092579
  nChanged 4
		SP:Iteration 39Q (42128.960000 sec): 3 clusters
  Score: Raw -534225.400028 + Penalty 2871.017481 = -531354.382547
  nChanged 1
		SP:Iteration 40F (42129.150000 sec): 3 clusters
  Score: Raw -534225.867782 + Penalty 2871.017481 = -531354.850301
  nChanged 2
		SP:Iteration 41Q (42129.340000 sec): 3 clusters
  Score: Raw -534226.339734 + Penalty 2871.017481 = -531355.322253
  nChanged 2
		SP:Iteration 42Q (42129.540000 sec): 3 clusters
  Score: Raw -534226.781990 + Penalty 2871.017481 = -531355.764508
  nChanged 1
		SP:Iteration 43Q (42129.730000 sec): 3 clusters
  Score: Raw -534226.964412 + Penalty 2871.017481 = -531355.946930
  nChanged 0
		SP:Iteration 44F (42129.930000 sec): 3 clusters
  Score: Raw -534226.964412 + Penalty 2871.017481 = -531355.946930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42130.040000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42130.200000 sec): 3 clusters
  Score: Raw -103113.042141 + Penalty 2333.275090 = -100779.767051
  nChanged 446
		SP:Iteration 1F (42130.360000 sec): 3 clusters
  Score: Raw -103600.653185 + Penalty 2333.275090 = -101267.378095
  nChanged 133
		SP:Iteration 2F (42130.520000 sec): 3 clusters
  Score: Raw -103768.961314 + Penalty 2333.275090 = -101435.686224
  nChanged 94
		SP:Iteration 3F (42130.680000 sec): 3 clusters
  Score: Raw -103904.594856 + Penalty 2333.275090 = -101571.319766
  nChanged 68
		SP:Iteration 4F (42130.850000 sec): 3 clusters
  Score: Raw -103980.659218 + Penalty 2333.275090 = -101647.384128
  nChanged 41
		SP:Iteration 5Q (42131.020000 sec): 3 clusters
  Score: Raw -104020.094066 + Penalty 2333.275090 = -101686.818976
  nChanged 35
		SP:Iteration 6Q (42131.200000 sec): 3 clusters
  Score: Raw -104054.737285 + Penalty 2333.275090 = -101721.462195
  nChanged 19
		SP:Iteration 7Q (42131.370000 sec): 3 clusters
  Score: Raw -104072.129681 + Penalty 2333.275090 = -101738.854591
  nChanged 15
		SP:Iteration 8Q (42131.550000 sec): 3 clusters
  Score: Raw -104083.603919 + Penalty 2333.275090 = -101750.328829
  nChanged 7
		SP:Iteration 9Q (42131.720000 sec): 3 clusters
  Score: Raw -104089.874774 + Penalty 2333.275090 = -101756.599684
  nChanged 5
		SP:Iteration 10Q (42131.890000 sec): 3 clusters
  Score: Raw -104093.946417 + Penalty 2333.275090 = -101760.671327
  nChanged 5
		SP:Iteration 11Q (42132.070000 sec): 3 clusters
  Score: Raw -104097.691489 + Penalty 2333.275090 = -101764.416399
  nChanged 4
		SP:Iteration 12Q (42132.240000 sec): 3 clusters
  Score: Raw -104099.768048 + Penalty 2333.275090 = -101766.492958
  nChanged 2
		SP:Iteration 13Q (42132.410000 sec): 3 clusters
  Score: Raw -104100.780454 + Penalty 2333.275090 = -101767.505364
  nChanged 0
		SP:Iteration 14F (42132.590000 sec): 3 clusters
  Score: Raw -104100.780454 + Penalty 2333.275090 = -101767.505364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42132.670000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42132.850000 sec): 3 clusters
  Score: Raw -43634.998138 + Penalty 2028.089650 = -41606.908488
  nChanged 113
		SP:Iteration 1F (42133.020000 sec): 3 clusters
  Score: Raw -43789.954058 + Penalty 2028.089650 = -41761.864408
  nChanged 32
		SP:Iteration 2F (42133.190000 sec): 3 clusters
  Score: Raw -43833.838105 + Penalty 2028.089650 = -41805.748455
  nChanged 9
		SP:Iteration 3Q (42133.360000 sec): 3 clusters
  Score: Raw -43851.737979 + Penalty 2028.089650 = -41823.648329
  nChanged 9
		SP:Iteration 4Q (42133.540000 sec): 3 clusters
  Score: Raw -43865.463941 + Penalty 2028.089650 = -41837.374292
  nChanged 7
		SP:Iteration 5Q (42133.710000 sec): 3 clusters
  Score: Raw -43872.594775 + Penalty 2028.089650 = -41844.505125
  nChanged 6
		SP:Iteration 6Q (42133.880000 sec): 3 clusters
  Score: Raw -43877.738292 + Penalty 2028.089650 = -41849.648643
  nChanged 1
		SP:Iteration 7Q (42134.060000 sec): 3 clusters
  Score: Raw -43880.004593 + Penalty 2028.089650 = -41851.914943
  nChanged 2
		SP:Iteration 8Q (42134.230000 sec): 3 clusters
  Score: Raw -43881.218479 + Penalty 2028.089650 = -41853.128829
  nChanged 0
		SP:Iteration 9F (42134.410000 sec): 3 clusters
  Score: Raw -43881.218479 + Penalty 2028.089650 = -41853.128829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42134.520000 sec): 2 clusters
  Score: Raw -230213.252375 + Penalty 1294.401156 = -228918.851219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42134.690000 sec): 3 clusters
  Score: Raw -228880.381273 + Penalty 2588.802311 = -226291.578962
  nChanged 1097
		SP:Iteration 1F (42134.860000 sec): 3 clusters
  Score: Raw -229646.485310 + Penalty 2588.802311 = -227057.682999
  nChanged 269
		SP:Iteration 2F (42135.030000 sec): 3 clusters
  Score: Raw -229906.184038 + Penalty 2588.802311 = -227317.381726
  nChanged 205
		SP:Iteration 3F (42135.210000 sec): 3 clusters
  Score: Raw -230104.148384 + Penalty 2588.802311 = -227515.346073
  nChanged 157
		SP:Iteration 4F (42135.380000 sec): 3 clusters
  Score: Raw -230246.852841 + Penalty 2588.802311 = -227658.050530
  nChanged 118
		SP:Iteration 5Q (42135.560000 sec): 3 clusters
  Score: Raw -230327.676564 + Penalty 2588.802311 = -227738.874252
  nChanged 82
		SP:Iteration 6Q (42135.730000 sec): 3 clusters
  Score: Raw -230380.784416 + Penalty 2588.802311 = -227791.982105
  nChanged 63
		SP:Iteration 7Q (42135.900000 sec): 3 clusters
  Score: Raw -230420.955818 + Penalty 2588.802311 = -227832.153506
  nChanged 48
		SP:Iteration 8Q (42136.080000 sec): 3 clusters
  Score: Raw -230441.831746 + Penalty 2588.802311 = -227853.029435
  nChanged 27
		SP:Iteration 9Q (42136.240000 sec): 3 clusters
  Score: Raw -230451.393894 + Penalty 2588.802311 = -227862.591583
  nChanged 14
		SP:Iteration 10Q (42136.420000 sec): 3 clusters
  Score: Raw -230456.322499 + Penalty 2588.802311 = -227867.520188
  nChanged 12
		SP:Iteration 11Q (42136.600000 sec): 3 clusters
  Score: Raw -230461.393893 + Penalty 2588.802311 = -227872.591582
  nChanged 10
		SP:Iteration 12Q (42136.770000 sec): 3 clusters
  Score: Raw -230464.552572 + Penalty 2588.802311 = -227875.750261
  nChanged 13
		SP:Iteration 13Q (42136.940000 sec): 3 clusters
  Score: Raw -230468.493994 + Penalty 2588.802311 = -227879.691683
  nChanged 8
		SP:Iteration 14Q (42137.110000 sec): 3 clusters
  Score: Raw -230471.193708 + Penalty 2588.802311 = -227882.391397
  nChanged 9
		SP:Iteration 15Q (42137.290000 sec): 3 clusters
  Score: Raw -230473.827712 + Penalty 2588.802311 = -227885.025400
  nChanged 4
		SP:Iteration 16Q (42137.460000 sec): 3 clusters
  Score: Raw -230474.678664 + Penalty 2588.802311 = -227885.876352
  nChanged 4
		SP:Iteration 17Q (42137.640000 sec): 3 clusters
  Score: Raw -230475.717425 + Penalty 2588.802311 = -227886.915114
  nChanged 3
		SP:Iteration 18Q (42137.810000 sec): 3 clusters
  Score: Raw -230476.575798 + Penalty 2588.802311 = -227887.773487
  nChanged 4
		SP:Iteration 19Q (42137.980000 sec): 3 clusters
  Score: Raw -230477.927556 + Penalty 2588.802311 = -227889.125245
  nChanged 4
		SP:Iteration 20F (42138.160000 sec): 3 clusters
  Score: Raw -230479.541918 + Penalty 2588.802311 = -227890.739607
  nChanged 4
		SP:Iteration 21Q (42138.330000 sec): 3 clusters
  Score: Raw -230480.368179 + Penalty 2588.802311 = -227891.565868
  nChanged 0
		SP:Iteration 22F (42138.500000 sec): 3 clusters
  Score: Raw -230480.368179 + Penalty 2588.802311 = -227891.565868
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42138.610000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42138.820000 sec): 3 clusters
  Score: Raw -122991.904626 + Penalty 2373.967683 = -120617.936943
  nChanged 466
		SP:Iteration 1F (42138.960000 sec): 3 clusters
  Score: Raw -123329.121081 + Penalty 2373.967683 = -120955.153398
  nChanged 116
		SP:Iteration 2F (42139.110000 sec): 3 clusters
  Score: Raw -123432.922551 + Penalty 2373.967683 = -121058.954868
  nChanged 86
		SP:Iteration 3F (42139.260000 sec): 3 clusters
  Score: Raw -123521.336948 + Penalty 2373.967683 = -121147.369266
  nChanged 63
		SP:Iteration 4Q (42139.420000 sec): 3 clusters
  Score: Raw -123574.101424 + Penalty 2373.967683 = -121200.133742
  nChanged 54
		SP:Iteration 5Q (42139.570000 sec): 3 clusters
  Score: Raw -123627.725856 + Penalty 2373.967683 = -121253.758173
  nChanged 67
		SP:Iteration 6Q (42139.720000 sec): 3 clusters
  Score: Raw -123715.892243 + Penalty 2373.967683 = -121341.924561
  nChanged 61
		SP:Iteration 7Q (42139.880000 sec): 3 clusters
  Score: Raw -123772.346151 + Penalty 2373.967683 = -121398.378468
  nChanged 39
		SP:Iteration 8Q (42140.030000 sec): 3 clusters
  Score: Raw -123807.791188 + Penalty 2373.967683 = -121433.823506
  nChanged 31
		SP:Iteration 9Q (42140.180000 sec): 3 clusters
  Score: Raw -123828.311060 + Penalty 2373.967683 = -121454.343378
  nChanged 14
		SP:Iteration 10Q (42140.340000 sec): 3 clusters
  Score: Raw -123841.013655 + Penalty 2373.967683 = -121467.045972
  nChanged 19
		SP:Iteration 11Q (42140.500000 sec): 3 clusters
  Score: Raw -123859.798214 + Penalty 2373.967683 = -121485.830532
  nChanged 20
		SP:Iteration 12Q (42140.660000 sec): 3 clusters
  Score: Raw -123875.848505 + Penalty 2373.967683 = -121501.880823
  nChanged 17
		SP:Iteration 13Q (42140.820000 sec): 3 clusters
  Score: Raw -123888.833382 + Penalty 2373.967683 = -121514.865700
  nChanged 16
		SP:Iteration 14Q (42140.980000 sec): 3 clusters
  Score: Raw -123902.555625 + Penalty 2373.967683 = -121528.587942
  nChanged 15
		SP:Iteration 15Q (42141.140000 sec): 3 clusters
  Score: Raw -123913.599666 + Penalty 2373.967683 = -121539.631983
  nChanged 8
		SP:Iteration 16Q (42141.300000 sec): 3 clusters
  Score: Raw -123920.173015 + Penalty 2373.967683 = -121546.205332
  nChanged 6
		SP:Iteration 17Q (42141.460000 sec): 3 clusters
  Score: Raw -123923.688517 + Penalty 2373.967683 = -121549.720834
  nChanged 4
		SP:Iteration 18Q (42141.620000 sec): 3 clusters
  Score: Raw -123926.450244 + Penalty 2373.967683 = -121552.482562
  nChanged 4
		SP:Iteration 19Q (42141.780000 sec): 3 clusters
  Score: Raw -123929.220328 + Penalty 2373.967683 = -121555.252646
  nChanged 2
		SP:Iteration 20F (42141.940000 sec): 3 clusters
  Score: Raw -123931.518552 + Penalty 2373.967683 = -121557.550870
  nChanged 3
		SP:Iteration 21Q (42142.100000 sec): 3 clusters
  Score: Raw -123934.618992 + Penalty 2373.967683 = -121560.651310
  nChanged 5
		SP:Iteration 22Q (42142.260000 sec): 3 clusters
  Score: Raw -123937.191725 + Penalty 2373.967683 = -121563.224042
  nChanged 0
		SP:Iteration 23F (42142.420000 sec): 3 clusters
  Score: Raw -123937.191725 + Penalty 2373.967683 = -121563.224042
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42142.500000 sec): 2 clusters
  Score: Raw -6769.969449 + Penalty 762.344031 = -6007.625418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42142.660000 sec): 3 clusters
  Score: Raw -6948.591100 + Penalty 1524.688062 = -5423.903038
  nChanged 3
		SP:Iteration 1Q (42142.820000 sec): 3 clusters
  Score: Raw -6965.469216 + Penalty 1524.688062 = -5440.781154
  nChanged 2
		SP:Iteration 2Q (42142.980000 sec): 3 clusters
  Score: Raw -6974.054247 + Penalty 1524.688062 = -5449.366185
  nChanged 1
		SP:Iteration 3Q (42143.140000 sec): 3 clusters
  Score: Raw -6987.664097 + Penalty 1524.688062 = -5462.976035
  nChanged 0
		SP:Iteration 4F (42143.300000 sec): 3 clusters
  Score: Raw -6987.664097 + Penalty 1524.688062 = -5462.976035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42143.440000 sec): 2 clusters
  Score: Raw -310689.872531 + Penalty 1340.937766 = -309348.934765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42143.570000 sec): 3 clusters
  Score: Raw -308782.951779 + Penalty 2681.875532 = -306101.076247
  nChanged 1490
		SP:Iteration 1F (42143.730000 sec): 3 clusters
  Score: Raw -309601.525894 + Penalty 2681.875532 = -306919.650362
  nChanged 289
		SP:Iteration 2F (42143.890000 sec): 3 clusters
  Score: Raw -309789.781864 + Penalty 2681.875532 = -307107.906332
  nChanged 213
		SP:Iteration 3F (42144.050000 sec): 3 clusters
  Score: Raw -309917.518477 + Penalty 2681.875532 = -307235.642945
  nChanged 178
		SP:Iteration 4Q (42144.210000 sec): 3 clusters
  Score: Raw -310021.158748 + Penalty 2681.875532 = -307339.283216
  nChanged 145
		SP:Iteration 5Q (42144.370000 sec): 3 clusters
  Score: Raw -310103.747799 + Penalty 2681.875532 = -307421.872267
  nChanged 125
		SP:Iteration 6Q (42144.530000 sec): 3 clusters
  Score: Raw -310174.175713 + Penalty 2681.875532 = -307492.300181
  nChanged 124
		SP:Iteration 7Q (42144.690000 sec): 3 clusters
  Score: Raw -310250.723923 + Penalty 2681.875532 = -307568.848391
  nChanged 125
		SP:Iteration 8Q (42144.850000 sec): 3 clusters
  Score: Raw -310338.445021 + Penalty 2681.875532 = -307656.569489
  nChanged 116
		SP:Iteration 9Q (42145.030000 sec): 3 clusters
  Score: Raw -310419.755563 + Penalty 2681.875532 = -307737.880031
  nChanged 104
		SP:Iteration 10Q (42145.200000 sec): 3 clusters
  Score: Raw -310499.157991 + Penalty 2681.875532 = -307817.282460
  nChanged 94
		SP:Iteration 11Q (42145.380000 sec): 3 clusters
  Score: Raw -310572.546024 + Penalty 2681.875532 = -307890.670492
  nChanged 74
		SP:Iteration 12Q (42145.560000 sec): 3 clusters
  Score: Raw -310634.695126 + Penalty 2681.875532 = -307952.819594
  nChanged 70
		SP:Iteration 13Q (42145.720000 sec): 3 clusters
  Score: Raw -310685.107771 + Penalty 2681.875532 = -308003.232239
  nChanged 60
		SP:Iteration 14Q (42145.880000 sec): 3 clusters
  Score: Raw -310724.837985 + Penalty 2681.875532 = -308042.962453
  nChanged 43
		SP:Iteration 15Q (42146.040000 sec): 3 clusters
  Score: Raw -310752.619572 + Penalty 2681.875532 = -308070.744040
  nChanged 36
		SP:Iteration 16Q (42146.200000 sec): 3 clusters
  Score: Raw -310774.311837 + Penalty 2681.875532 = -308092.436306
  nChanged 36
		SP:Iteration 17Q (42146.360000 sec): 3 clusters
  Score: Raw -310797.863863 + Penalty 2681.875532 = -308115.988331
  nChanged 28
		SP:Iteration 18Q (42146.520000 sec): 3 clusters
  Score: Raw -310817.981680 + Penalty 2681.875532 = -308136.106148
  nChanged 22
		SP:Iteration 19Q (42146.680000 sec): 3 clusters
  Score: Raw -310831.640759 + Penalty 2681.875532 = -308149.765227
  nChanged 18
		SP:Iteration 20F (42146.840000 sec): 3 clusters
  Score: Raw -310842.639426 + Penalty 2681.875532 = -308160.763894
  nChanged 10
		SP:Iteration 21Q (42147.000000 sec): 3 clusters
  Score: Raw -310848.566550 + Penalty 2681.875532 = -308166.691018
  nChanged 10
		SP:Iteration 22Q (42147.160000 sec): 3 clusters
  Score: Raw -310854.993074 + Penalty 2681.875532 = -308173.117542
  nChanged 9
		SP:Iteration 23Q (42147.320000 sec): 3 clusters
  Score: Raw -310864.429074 + Penalty 2681.875532 = -308182.553542
  nChanged 11
		SP:Iteration 24Q (42147.480000 sec): 3 clusters
  Score: Raw -310873.169812 + Penalty 2681.875532 = -308191.294280
  nChanged 7
		SP:Iteration 25Q (42147.640000 sec): 3 clusters
  Score: Raw -310875.904229 + Penalty 2681.875532 = -308194.028697
  nChanged 6
		SP:Iteration 26Q (42147.800000 sec): 3 clusters
  Score: Raw -310878.957869 + Penalty 2681.875532 = -308197.082337
  nChanged 1
		SP:Iteration 27Q (42147.960000 sec): 3 clusters
  Score: Raw -310879.910983 + Penalty 2681.875532 = -308198.035451
  nChanged 1
		SP:Iteration 28Q (42148.120000 sec): 3 clusters
  Score: Raw -310880.082847 + Penalty 2681.875532 = -308198.207315
  nChanged 0
		SP:Iteration 29F (42148.280000 sec): 3 clusters
  Score: Raw -310880.082847 + Penalty 2681.875532 = -308198.207315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42148.370000 sec): 2 clusters
  Score: Raw -104760.821804 + Penalty 1178.918782 = -103581.903022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42148.560000 sec): 3 clusters
  Score: Raw -104238.040087 + Penalty 2357.837563 = -101880.202524
  nChanged 453
		SP:Iteration 1F (42148.710000 sec): 3 clusters
  Score: Raw -104598.413650 + Penalty 2357.837563 = -102240.576087
  nChanged 116
		SP:Iteration 2F (42148.870000 sec): 3 clusters
  Score: Raw -104748.717940 + Penalty 2357.837563 = -102390.880377
  nChanged 102
		SP:Iteration 3F (42149.030000 sec): 3 clusters
  Score: Raw -104901.345592 + Penalty 2357.837563 = -102543.508029
  nChanged 81
		SP:Iteration 4F (42149.190000 sec): 3 clusters
  Score: Raw -105012.829918 + Penalty 2357.837563 = -102654.992354
  nChanged 65
		SP:Iteration 5Q (42149.350000 sec): 3 clusters
  Score: Raw -105083.611791 + Penalty 2357.837563 = -102725.774227
  nChanged 54
		SP:Iteration 6Q (42149.510000 sec): 3 clusters
  Score: Raw -105136.453251 + Penalty 2357.837563 = -102778.615687
  nChanged 36
		SP:Iteration 7Q (42149.670000 sec): 3 clusters
  Score: Raw -105172.862017 + Penalty 2357.837563 = -102815.024454
  nChanged 30
		SP:Iteration 8Q (42149.830000 sec): 3 clusters
  Score: Raw -105224.311761 + Penalty 2357.837563 = -102866.474198
  nChanged 27
		SP:Iteration 9Q (42149.990000 sec): 3 clusters
  Score: Raw -105253.914739 + Penalty 2357.837563 = -102896.077176
  nChanged 20
		SP:Iteration 10Q (42150.150000 sec): 3 clusters
  Score: Raw -105276.808210 + Penalty 2357.837563 = -102918.970647
  nChanged 22
		SP:Iteration 11Q (42150.310000 sec): 3 clusters
  Score: Raw -105291.757457 + Penalty 2357.837563 = -102933.919893
  nChanged 11
		SP:Iteration 12Q (42150.470000 sec): 3 clusters
  Score: Raw -105304.851926 + Penalty 2357.837563 = -102947.014363
  nChanged 9
		SP:Iteration 13Q (42150.640000 sec): 3 clusters
  Score: Raw -105314.392003 + Penalty 2357.837563 = -102956.554440
  nChanged 14
		SP:Iteration 14Q (42150.810000 sec): 3 clusters
  Score: Raw -105321.743697 + Penalty 2357.837563 = -102963.906133
  nChanged 6
		SP:Iteration 15Q (42150.980000 sec): 3 clusters
  Score: Raw -105328.067431 + Penalty 2357.837563 = -102970.229868
  nChanged 7
		SP:Iteration 16Q (42151.160000 sec): 3 clusters
  Score: Raw -105332.162248 + Penalty 2357.837563 = -102974.324685
  nChanged 8
		SP:Iteration 17Q (42151.330000 sec): 3 clusters
  Score: Raw -105335.977611 + Penalty 2357.837563 = -102978.140048
  nChanged 3
		SP:Iteration 18Q (42151.500000 sec): 3 clusters
  Score: Raw -105337.097126 + Penalty 2357.837563 = -102979.259562
  nChanged 1
		SP:Iteration 19Q (42151.720000 sec): 3 clusters
  Score: Raw -105337.571799 + Penalty 2357.837563 = -102979.734236
  nChanged 1
		SP:Iteration 20F (42151.880000 sec): 3 clusters
  Score: Raw -105337.946860 + Penalty 2357.837563 = -102980.109296
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42151.950000 sec): 2 clusters
  Score: Raw -38307.935324 + Penalty 1064.085604 = -37243.849720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42152.120000 sec): 3 clusters
  Score: Raw -38177.922600 + Penalty 2128.171208 = -36049.751392
  nChanged 192
		SP:Iteration 1F (42152.250000 sec): 3 clusters
  Score: Raw -38494.137665 + Penalty 2128.171208 = -36365.966456
  nChanged 64
		SP:Iteration 2F (42152.420000 sec): 3 clusters
  Score: Raw -38655.778502 + Penalty 2128.171208 = -36527.607293
  nChanged 49
		SP:Iteration 3F (42152.600000 sec): 3 clusters
  Score: Raw -38764.859795 + Penalty 2128.171208 = -36636.688586
  nChanged 25
		SP:Iteration 4Q (42152.770000 sec): 3 clusters
  Score: Raw -38802.694466 + Penalty 2128.171208 = -36674.523257
  nChanged 13
		SP:Iteration 5Q (42152.940000 sec): 3 clusters
  Score: Raw -38823.577134 + Penalty 2128.171208 = -36695.405926
  nChanged 11
		SP:Iteration 6Q (42153.120000 sec): 3 clusters
  Score: Raw -38840.016922 + Penalty 2128.171208 = -36711.845714
  nChanged 9
		SP:Iteration 7Q (42153.290000 sec): 3 clusters
  Score: Raw -38855.930158 + Penalty 2128.171208 = -36727.758949
  nChanged 6
		SP:Iteration 8Q (42153.460000 sec): 3 clusters
  Score: Raw -38862.127395 + Penalty 2128.171208 = -36733.956186
  nChanged 3
		SP:Iteration 9Q (42153.640000 sec): 3 clusters
  Score: Raw -38865.655595 + Penalty 2128.171208 = -36737.484386
  nChanged 1
		SP:Iteration 10Q (42153.810000 sec): 3 clusters
  Score: Raw -38868.018750 + Penalty 2128.171208 = -36739.847541
  nChanged 1
		SP:Iteration 11Q (42153.980000 sec): 3 clusters
  Score: Raw -38870.436054 + Penalty 2128.171208 = -36742.264845
  nChanged 2
		SP:Iteration 12Q (42154.160000 sec): 3 clusters
  Score: Raw -38872.388568 + Penalty 2128.171208 = -36744.217359
  nChanged 1
		SP:Iteration 13Q (42154.330000 sec): 3 clusters
  Score: Raw -38873.038945 + Penalty 2128.171208 = -36744.867737
  nChanged 0
		SP:Iteration 14F (42154.510000 sec): 3 clusters
  Score: Raw -38873.038945 + Penalty 2128.171208 = -36744.867737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42154.590000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42154.770000 sec): 3 clusters
  Score: Raw -41651.077523 + Penalty 2014.505583 = -39636.571941
  nChanged 109
		SP:Iteration 1F (42154.940000 sec): 3 clusters
  Score: Raw -41795.464820 + Penalty 2014.505583 = -39780.959237
  nChanged 26
		SP:Iteration 2F (42155.110000 sec): 3 clusters
  Score: Raw -41829.468178 + Penalty 2014.505583 = -39814.962595
  nChanged 10
		SP:Iteration 3Q (42155.290000 sec): 3 clusters
  Score: Raw -41842.957366 + Penalty 2014.505583 = -39828.451783
  nChanged 6
		SP:Iteration 4Q (42155.460000 sec): 3 clusters
  Score: Raw -41849.094928 + Penalty 2014.505583 = -39834.589346
  nChanged 8
		SP:Iteration 5Q (42155.630000 sec): 3 clusters
  Score: Raw -41864.688336 + Penalty 2014.505583 = -39850.182753
  nChanged 5
		SP:Iteration 6Q (42155.810000 sec): 3 clusters
  Score: Raw -41873.726299 + Penalty 2014.505583 = -39859.220716
  nChanged 6
		SP:Iteration 7Q (42155.980000 sec): 3 clusters
  Score: Raw -41884.841578 + Penalty 2014.505583 = -39870.335995
  nChanged 2
		SP:Iteration 8Q (42156.150000 sec): 3 clusters
  Score: Raw -41887.267201 + Penalty 2014.505583 = -39872.761619
  nChanged 2
		SP:Iteration 9Q (42156.320000 sec): 3 clusters
  Score: Raw -41890.088282 + Penalty 2014.505583 = -39875.582699
  nChanged 0
		SP:Iteration 10F (42156.490000 sec): 3 clusters
  Score: Raw -41890.088282 + Penalty 2014.505583 = -39875.582699
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (2843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42156.560000 sec): 2 clusters
  Score: Raw -236348.162851 + Penalty 1292.299956 = -235055.862896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42156.740000 sec): 3 clusters
  Score: Raw -235013.267501 + Penalty 2584.599911 = -232428.667590
  nChanged 1072
		SP:Iteration 1F (42156.910000 sec): 3 clusters
  Score: Raw -235654.154422 + Penalty 2584.599911 = -233069.554511
  nChanged 227
		SP:Iteration 2F (42157.080000 sec): 3 clusters
  Score: Raw -235797.251617 + Penalty 2584.599911 = -233212.651706
  nChanged 144
		SP:Iteration 3F (42157.260000 sec): 3 clusters
  Score: Raw -235879.696123 + Penalty 2584.599911 = -233295.096211
  nChanged 95
		SP:Iteration 4Q (42157.430000 sec): 3 clusters
  Score: Raw -235932.130755 + Penalty 2584.599911 = -233347.530844
  nChanged 69
		SP:Iteration 5Q (42157.610000 sec): 3 clusters
  Score: Raw -235966.123747 + Penalty 2584.599911 = -233381.523835
  nChanged 55
		SP:Iteration 6Q (42157.780000 sec): 3 clusters
  Score: Raw -235989.924585 + Penalty 2584.599911 = -233405.324674
  nChanged 50
		SP:Iteration 7Q (42157.950000 sec): 3 clusters
  Score: Raw -236010.954349 + Penalty 2584.599911 = -233426.354437
  nChanged 40
		SP:Iteration 8Q (42158.130000 sec): 3 clusters
  Score: Raw -236024.691811 + Penalty 2584.599911 = -233440.091900
  nChanged 32
		SP:Iteration 9Q (42158.300000 sec): 3 clusters
  Score: Raw -236034.073948 + Penalty 2584.599911 = -233449.474037
  nChanged 26
		SP:Iteration 10Q (42158.360000 sec): 3 clusters
  Score: Raw -236042.144256 + Penalty 2584.599911 = -233457.544345
  nChanged 19
		SP:Iteration 11Q (42158.440000 sec): 3 clusters
  Score: Raw -236051.641532 + Penalty 2584.599911 = -233467.041621
  nChanged 24
		SP:Iteration 12Q (42158.510000 sec): 3 clusters
  Score: Raw -236060.852603 + Penalty 2584.599911 = -233476.252692
  nChanged 25
		SP:Iteration 13Q (42158.590000 sec): 3 clusters
  Score: Raw -236069.175938 + Penalty 2584.599911 = -233484.576027
  nChanged 31
		SP:Iteration 14Q (42158.660000 sec): 3 clusters
  Score: Raw -236081.753029 + Penalty 2584.599911 = -233497.153118
  nChanged 38
		SP:Iteration 15Q (42158.740000 sec): 3 clusters
  Score: Raw -236096.268256 + Penalty 2584.599911 = -233511.668344
  nChanged 34
		SP:Iteration 16Q (42158.820000 sec): 3 clusters
  Score: Raw -236110.740417 + Penalty 2584.599911 = -233526.140506
  nChanged 46
		SP:Iteration 17Q (42158.900000 sec): 3 clusters
  Score: Raw -236129.066073 + Penalty 2584.599911 = -233544.466161
  nChanged 40
		SP:Iteration 18Q (42158.970000 sec): 3 clusters
  Score: Raw -236147.505722 + Penalty 2584.599911 = -233562.905811
  nChanged 38
		SP:Iteration 19Q (42159.050000 sec): 3 clusters
  Score: Raw -236166.932076 + Penalty 2584.599911 = -233582.332165
  nChanged 51
		SP:Iteration 20F (42159.120000 sec): 3 clusters
  Score: Raw -236192.454592 + Penalty 2584.599911 = -233607.854680
  nChanged 50
		SP:Iteration 21Q (42159.200000 sec): 3 clusters
  Score: Raw -236221.056266 + Penalty 2584.599911 = -233636.456355
  nChanged 44
		SP:Iteration 22Q (42159.280000 sec): 3 clusters
  Score: Raw -236249.230340 + Penalty 2584.599911 = -233664.630429
  nChanged 40
		SP:Iteration 23Q (42159.360000 sec): 3 clusters
  Score: Raw -236267.712788 + Penalty 2584.599911 = -233683.112877
  nChanged 33
		SP:Iteration 24Q (42159.430000 sec): 3 clusters
  Score: Raw -236286.515143 + Penalty 2584.599911 = -233701.915232
  nChanged 31
		SP:Iteration 25Q (42159.510000 sec): 3 clusters
  Score: Raw -236304.218421 + Penalty 2584.599911 = -233719.618510
  nChanged 33
		SP:Iteration 26Q (42159.590000 sec): 3 clusters
  Score: Raw -236323.589972 + Penalty 2584.599911 = -233738.990060
  nChanged 26
		SP:Iteration 27Q (42159.660000 sec): 3 clusters
  Score: Raw -236337.903139 + Penalty 2584.599911 = -233753.303228
  nChanged 30
		SP:Iteration 28Q (42159.880000 sec): 3 clusters
  Score: Raw -236356.680464 + Penalty 2584.599911 = -233772.080553
  nChanged 32
		SP:Iteration 29Q (42160.020000 sec): 3 clusters
  Score: Raw -236376.154729 + Penalty 2584.599911 = -233791.554818
  nChanged 23
		SP:Iteration 30Q (42160.180000 sec): 3 clusters
  Score: Raw -236389.018517 + Penalty 2584.599911 = -233804.418606
  nChanged 18
		SP:Iteration 31Q (42160.340000 sec): 3 clusters
  Score: Raw -236399.763851 + Penalty 2584.599911 = -233815.163939
  nChanged 18
		SP:Iteration 32Q (42160.500000 sec): 3 clusters
  Score: Raw -236412.551673 + Penalty 2584.599911 = -233827.951762
  nChanged 18
		SP:Iteration 33Q (42160.660000 sec): 3 clusters
  Score: Raw -236424.103901 + Penalty 2584.599911 = -233839.503990
  nChanged 17
		SP:Iteration 34Q (42160.820000 sec): 3 clusters
  Score: Raw -236433.378532 + Penalty 2584.599911 = -233848.778621
  nChanged 13
		SP:Iteration 35Q (42160.980000 sec): 3 clusters
  Score: Raw -236441.771131 + Penalty 2584.599911 = -233857.171220
  nChanged 15
		SP:Iteration 36Q (42161.140000 sec): 3 clusters
  Score: Raw -236454.784037 + Penalty 2584.599911 = -233870.184126
  nChanged 17
		SP:Iteration 37Q (42161.300000 sec): 3 clusters
  Score: Raw -236466.529861 + Penalty 2584.599911 = -233881.929950
  nChanged 15
		SP:Iteration 38Q (42161.460000 sec): 3 clusters
  Score: Raw -236478.408595 + Penalty 2584.599911 = -233893.808684
  nChanged 11
		SP:Iteration 39Q (42161.620000 sec): 3 clusters
  Score: Raw -236484.845672 + Penalty 2584.599911 = -233900.245761
  nChanged 10
		SP:Iteration 40F (42161.780000 sec): 3 clusters
  Score: Raw -236490.610479 + Penalty 2584.599911 = -233906.010568
  nChanged 12
		SP:Iteration 41Q (42161.940000 sec): 3 clusters
  Score: Raw -236497.096573 + Penalty 2584.599911 = -233912.496662
  nChanged 11
		SP:Iteration 42Q (42162.100000 sec): 3 clusters
  Score: Raw -236505.087239 + Penalty 2584.599911 = -233920.487328
  nChanged 7
		SP:Iteration 43Q (42162.260000 sec): 3 clusters
  Score: Raw -236509.038357 + Penalty 2584.599911 = -233924.438446
  nChanged 3
		SP:Iteration 44Q (42162.420000 sec): 3 clusters
  Score: Raw -236510.238829 + Penalty 2584.599911 = -233925.638918
  nChanged 2
		SP:Iteration 45Q (42162.580000 sec): 3 clusters
  Score: Raw -236511.410013 + Penalty 2584.599911 = -233926.810102
  nChanged 2
		SP:Iteration 46Q (42162.740000 sec): 3 clusters
  Score: Raw -236512.443264 + Penalty 2584.599911 = -233927.843352
  nChanged 1
		SP:Iteration 47Q (42162.900000 sec): 3 clusters
  Score: Raw -236512.794421 + Penalty 2584.599911 = -233928.194510
  nChanged 1
		SP:Iteration 48Q (42163.060000 sec): 3 clusters
  Score: Raw -236512.959106 + Penalty 2584.599911 = -233928.359195
  nChanged 0
		SP:Iteration 49F (42163.220000 sec): 3 clusters
  Score: Raw -236512.959106 + Penalty 2584.599911 = -233928.359195
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42163.340000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42163.510000 sec): 3 clusters
  Score: Raw -476651.477903 + Penalty 2805.846857 = -473845.631046
  nChanged 2285
		SP:Iteration 1F (42163.710000 sec): 3 clusters
  Score: Raw -477901.271240 + Penalty 2805.846857 = -475095.424383
  nChanged 370
		SP:Iteration 2F (42163.890000 sec): 3 clusters
  Score: Raw -478105.807118 + Penalty 2805.846857 = -475299.960261
  nChanged 305
		SP:Iteration 3F (42164.030000 sec): 3 clusters
  Score: Raw -478265.270046 + Penalty 2805.846857 = -475459.423189
  nChanged 270
		SP:Iteration 4Q (42164.210000 sec): 3 clusters
  Score: Raw -478425.130745 + Penalty 2805.846857 = -475619.283887
  nChanged 266
		SP:Iteration 5Q (42164.410000 sec): 3 clusters
  Score: Raw -478581.153012 + Penalty 2805.846857 = -475775.306155
  nChanged 227
		SP:Iteration 6Q (42164.570000 sec): 3 clusters
  Score: Raw -478731.838391 + Penalty 2805.846857 = -475925.991534
  nChanged 219
		SP:Iteration 7Q (42164.740000 sec): 3 clusters
  Score: Raw -478883.072368 + Penalty 2805.846857 = -476077.225511
  nChanged 203
		SP:Iteration 8Q (42164.910000 sec): 3 clusters
  Score: Raw -479027.164596 + Penalty 2805.846857 = -476221.317739
  nChanged 177
		SP:Iteration 9Q (42165.070000 sec): 3 clusters
  Score: Raw -479145.030206 + Penalty 2805.846857 = -476339.183348
  nChanged 165
		SP:Iteration 10Q (42165.250000 sec): 3 clusters
  Score: Raw -479264.513506 + Penalty 2805.846857 = -476458.666649
  nChanged 147
		SP:Iteration 11Q (42165.420000 sec): 3 clusters
  Score: Raw -479376.134616 + Penalty 2805.846857 = -476570.287759
  nChanged 120
		SP:Iteration 12Q (42165.540000 sec): 3 clusters
  Score: Raw -479462.478585 + Penalty 2805.846857 = -476656.631728
  nChanged 112
		SP:Iteration 13Q (42165.700000 sec): 3 clusters
  Score: Raw -479552.985763 + Penalty 2805.846857 = -476747.138905
  nChanged 84
		SP:Iteration 14Q (42165.850000 sec): 3 clusters
  Score: Raw -479607.630358 + Penalty 2805.846857 = -476801.783501
  nChanged 69
		SP:Iteration 15Q (42166.010000 sec): 3 clusters
  Score: Raw -479652.250600 + Penalty 2805.846857 = -476846.403742
  nChanged 50
		SP:Iteration 16Q (42166.180000 sec): 3 clusters
  Score: Raw -479685.358914 + Penalty 2805.846857 = -476879.512056
  nChanged 46
		SP:Iteration 17Q (42166.350000 sec): 3 clusters
  Score: Raw -479723.346804 + Penalty 2805.846857 = -476917.499947
  nChanged 37
		SP:Iteration 18Q (42166.530000 sec): 3 clusters
  Score: Raw -479750.084133 + Penalty 2805.846857 = -476944.237276
  nChanged 40
		SP:Iteration 19Q (42166.700000 sec): 3 clusters
  Score: Raw -479780.189023 + Penalty 2805.846857 = -476974.342166
  nChanged 41
		SP:Iteration 20F (42166.900000 sec): 3 clusters
  Score: Raw -479811.882303 + Penalty 2805.846857 = -477006.035445
  nChanged 36
		SP:Iteration 21Q (42167.090000 sec): 3 clusters
  Score: Raw -479844.086397 + Penalty 2805.846857 = -477038.239539
  nChanged 34
		SP:Iteration 22Q (42167.310000 sec): 3 clusters
  Score: Raw -479885.736279 + Penalty 2805.846857 = -477079.889422
  nChanged 31
		SP:Iteration 23Q (42167.480000 sec): 3 clusters
  Score: Raw -479919.361138 + Penalty 2805.846857 = -477113.514280
  nChanged 22
		SP:Iteration 24Q (42167.670000 sec): 3 clusters
  Score: Raw -479943.313160 + Penalty 2805.846857 = -477137.466303
  nChanged 26
		SP:Iteration 25Q (42167.820000 sec): 3 clusters
  Score: Raw -479961.790909 + Penalty 2805.846857 = -477155.944051
  nChanged 16
		SP:Iteration 26Q (42167.950000 sec): 3 clusters
  Score: Raw -479973.167893 + Penalty 2805.846857 = -477167.321035
  nChanged 9
		SP:Iteration 27Q (42168.110000 sec): 3 clusters
  Score: Raw -479979.927873 + Penalty 2805.846857 = -477174.081016
  nChanged 11
		SP:Iteration 28Q (42168.270000 sec): 3 clusters
  Score: Raw -479987.225043 + Penalty 2805.846857 = -477181.378185
  nChanged 8
		SP:Iteration 29Q (42168.420000 sec): 3 clusters
  Score: Raw -479991.134212 + Penalty 2805.846857 = -477185.287355
  nChanged 3
		SP:Iteration 30Q (42168.590000 sec): 3 clusters
  Score: Raw -479992.844818 + Penalty 2805.846857 = -477186.997961
  nChanged 2
		SP:Iteration 31Q (42168.750000 sec): 3 clusters
  Score: Raw -479994.289488 + Penalty 2805.846857 = -477188.442631
  nChanged 2
		SP:Iteration 32Q (42168.930000 sec): 3 clusters
  Score: Raw -479995.260946 + Penalty 2805.846857 = -477189.414089
  nChanged 3
		SP:Iteration 33Q (42169.090000 sec): 3 clusters
  Score: Raw -479996.348623 + Penalty 2805.846857 = -477190.501766
  nChanged 3
		SP:Iteration 34Q (42169.250000 sec): 3 clusters
  Score: Raw -479998.154137 + Penalty 2805.846857 = -477192.307280
  nChanged 3
		SP:Iteration 35Q (42169.420000 sec): 3 clusters
  Score: Raw -479999.434389 + Penalty 2805.846857 = -477193.587532
  nChanged 2
		SP:Iteration 36Q (42169.590000 sec): 3 clusters
  Score: Raw -480000.061001 + Penalty 2805.846857 = -477194.214143
  nChanged 3
		SP:Iteration 37Q (42169.760000 sec): 3 clusters
  Score: Raw -480001.603363 + Penalty 2805.846857 = -477195.756505
  nChanged 3
		SP:Iteration 38Q (42169.920000 sec): 3 clusters
  Score: Raw -480002.955272 + Penalty 2805.846857 = -477197.108415
  nChanged 1
		SP:Iteration 39Q (42170.080000 sec): 3 clusters
  Score: Raw -480003.130563 + Penalty 2805.846857 = -477197.283706
  nChanged 0
		SP:Iteration 40F (42170.240000 sec): 3 clusters
  Score: Raw -480003.130563 + Penalty 2805.846857 = -477197.283706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42170.370000 sec): 2 clusters
  Score: Raw -841139.483487 + Penalty 1495.342317 = -839644.141170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42170.600000 sec): 3 clusters
  Score: Raw -835502.069164 + Penalty 2990.684634 = -832511.384530
  nChanged 4355
		SP:Iteration 1F (42170.770000 sec): 3 clusters
  Score: Raw -837966.970035 + Penalty 2990.684634 = -834976.285401
  nChanged 746
		SP:Iteration 2F (42170.970000 sec): 3 clusters
  Score: Raw -838469.985018 + Penalty 2990.684634 = -835479.300383
  nChanged 730
		SP:Iteration 3F (42171.120000 sec): 3 clusters
  Score: Raw -838968.393830 + Penalty 2990.684634 = -835977.709196
  nChanged 699
		SP:Iteration 4F (42171.330000 sec): 3 clusters
  Score: Raw -839427.930525 + Penalty 2990.684634 = -836437.245891
  nChanged 608
		SP:Iteration 5F (42171.520000 sec): 3 clusters
  Score: Raw -839795.899986 + Penalty 2990.684634 = -836805.215352
  nChanged 477
		SP:Iteration 6Q (42171.730000 sec): 3 clusters
  Score: Raw -840052.891025 + Penalty 2990.684634 = -837062.206390
  nChanged 376
		SP:Iteration 7Q (42171.940000 sec): 3 clusters
  Score: Raw -840251.899915 + Penalty 2990.684634 = -837261.215281
  nChanged 340
		SP:Iteration 8Q (42172.140000 sec): 3 clusters
  Score: Raw -840409.070958 + Penalty 2990.684634 = -837418.386323
  nChanged 252
		SP:Iteration 9Q (42172.360000 sec): 3 clusters
  Score: Raw -840513.699547 + Penalty 2990.684634 = -837523.014913
  nChanged 213
		SP:Iteration 10Q (42172.530000 sec): 3 clusters
  Score: Raw -840597.080333 + Penalty 2990.684634 = -837606.395699
  nChanged 170
		SP:Iteration 11Q (42172.740000 sec): 3 clusters
  Score: Raw -840663.932390 + Penalty 2990.684634 = -837673.247755
  nChanged 151
		SP:Iteration 12Q (42172.910000 sec): 3 clusters
  Score: Raw -840728.775288 + Penalty 2990.684634 = -837738.090654
  nChanged 130
		SP:Iteration 13Q (42173.080000 sec): 3 clusters
  Score: Raw -840790.850410 + Penalty 2990.684634 = -837800.165776
  nChanged 137
		SP:Iteration 14Q (42173.290000 sec): 3 clusters
  Score: Raw -840860.426243 + Penalty 2990.684634 = -837869.741608
  nChanged 147
		SP:Iteration 15Q (42173.500000 sec): 3 clusters
  Score: Raw -840942.124923 + Penalty 2990.684634 = -837951.440289
  nChanged 140
		SP:Iteration 16Q (42173.720000 sec): 3 clusters
  Score: Raw -841023.935430 + Penalty 2990.684634 = -838033.250795
  nChanged 132
		SP:Iteration 17Q (42173.890000 sec): 3 clusters
  Score: Raw -841107.384560 + Penalty 2990.684634 = -838116.699925
  nChanged 133
		SP:Iteration 18Q (42174.080000 sec): 3 clusters
  Score: Raw -841194.843535 + Penalty 2990.684634 = -838204.158901
  nChanged 131
		SP:Iteration 19Q (42174.310000 sec): 3 clusters
  Score: Raw -841269.182644 + Penalty 2990.684634 = -838278.498010
  nChanged 121
		SP:Iteration 20F (42174.480000 sec): 3 clusters
  Score: Raw -841338.257668 + Penalty 2990.684634 = -838347.573033
  nChanged 100
		SP:Iteration 21Q (42174.680000 sec): 3 clusters
  Score: Raw -841398.640813 + Penalty 2990.684634 = -838407.956179
  nChanged 83
		SP:Iteration 22Q (42174.880000 sec): 3 clusters
  Score: Raw -841440.326609 + Penalty 2990.684634 = -838449.641975
  nChanged 64
		SP:Iteration 23Q (42175.060000 sec): 3 clusters
  Score: Raw -841470.174108 + Penalty 2990.684634 = -838479.489473
  nChanged 61
		SP:Iteration 24Q (42175.280000 sec): 3 clusters
  Score: Raw -841494.480660 + Penalty 2990.684634 = -838503.796026
  nChanged 51
		SP:Iteration 25Q (42175.490000 sec): 3 clusters
  Score: Raw -841514.520848 + Penalty 2990.684634 = -838523.836213
  nChanged 44
		SP:Iteration 26Q (42175.700000 sec): 3 clusters
  Score: Raw -841529.775022 + Penalty 2990.684634 = -838539.090388
  nChanged 40
		SP:Iteration 27Q (42175.910000 sec): 3 clusters
  Score: Raw -841543.148451 + Penalty 2990.684634 = -838552.463816
  nChanged 27
		SP:Iteration 28Q (42176.070000 sec): 3 clusters
  Score: Raw -841551.661592 + Penalty 2990.684634 = -838560.976957
  nChanged 21
		SP:Iteration 29Q (42176.280000 sec): 3 clusters
  Score: Raw -841558.113193 + Penalty 2990.684634 = -838567.428559
  nChanged 27
		SP:Iteration 30Q (42176.470000 sec): 3 clusters
  Score: Raw -841566.203386 + Penalty 2990.684634 = -838575.518752
  nChanged 21
		SP:Iteration 31Q (42176.660000 sec): 3 clusters
  Score: Raw -841571.560236 + Penalty 2990.684634 = -838580.875601
  nChanged 18
		SP:Iteration 32Q (42176.860000 sec): 3 clusters
  Score: Raw -841576.906453 + Penalty 2990.684634 = -838586.221819
  nChanged 19
		SP:Iteration 33Q (42177.040000 sec): 3 clusters
  Score: Raw -841581.556945 + Penalty 2990.684634 = -838590.872310
  nChanged 18
		SP:Iteration 34Q (42177.240000 sec): 3 clusters
  Score: Raw -841586.575360 + Penalty 2990.684634 = -838595.890726
  nChanged 11
		SP:Iteration 35Q (42177.450000 sec): 3 clusters
  Score: Raw -841589.856267 + Penalty 2990.684634 = -838599.171632
  nChanged 14
		SP:Iteration 36Q (42177.660000 sec): 3 clusters
  Score: Raw -841594.122004 + Penalty 2990.684634 = -838603.437370
  nChanged 8
		SP:Iteration 37Q (42177.830000 sec): 3 clusters
  Score: Raw -841595.880219 + Penalty 2990.684634 = -838605.195585
  nChanged 5
		SP:Iteration 38Q (42178.030000 sec): 3 clusters
  Score: Raw -841597.254198 + Penalty 2990.684634 = -838606.569564
  nChanged 4
		SP:Iteration 39Q (42178.240000 sec): 3 clusters
  Score: Raw -841598.381153 + Penalty 2990.684634 = -838607.696518
  nChanged 7
		SP:Iteration 40F (42178.440000 sec): 3 clusters
  Score: Raw -841599.651687 + Penalty 2990.684634 = -838608.967053
  nChanged 8
		SP:Iteration 41Q (42178.640000 sec): 3 clusters
  Score: Raw -841601.023295 + Penalty 2990.684634 = -838610.338660
  nChanged 5
		SP:Iteration 42Q (42178.880000 sec): 3 clusters
  Score: Raw -841602.239220 + Penalty 2990.684634 = -838611.554586
  nChanged 5
		SP:Iteration 43Q (42179.090000 sec): 3 clusters
  Score: Raw -841603.359011 + Penalty 2990.684634 = -838612.674376
  nChanged 7
		SP:Iteration 44Q (42179.300000 sec): 3 clusters
  Score: Raw -841605.028170 + Penalty 2990.684634 = -838614.343536
  nChanged 7
		SP:Iteration 45Q (42179.450000 sec): 3 clusters
  Score: Raw -841606.521970 + Penalty 2990.684634 = -838615.837335
  nChanged 7
		SP:Iteration 46Q (42179.660000 sec): 3 clusters
  Score: Raw -841607.497178 + Penalty 2990.684634 = -838616.812544
  nChanged 3
		SP:Iteration 47Q (42179.830000 sec): 3 clusters
  Score: Raw -841608.188797 + Penalty 2990.684634 = -838617.504162
  nChanged 3
		SP:Iteration 48Q (42180.010000 sec): 3 clusters
  Score: Raw -841608.649656 + Penalty 2990.684634 = -838617.965022
  nChanged 3
		SP:Iteration 49Q (42180.220000 sec): 3 clusters
  Score: Raw -841609.475949 + Penalty 2990.684634 = -838618.791315
  nChanged 5
		SP:Iteration 50Q (42180.430000 sec): 3 clusters
  Score: Raw -841610.659440 + Penalty 2990.684634 = -838619.974806
  nChanged 5
		SP:Iteration 51Q (42180.650000 sec): 3 clusters
  Score: Raw -841611.980792 + Penalty 2990.684634 = -838621.296158
  nChanged 4
		SP:Iteration 52Q (42180.870000 sec): 3 clusters
  Score: Raw -841612.772925 + Penalty 2990.684634 = -838622.088290
  nChanged 6
		SP:Iteration 53Q (42181.080000 sec): 3 clusters
  Score: Raw -841614.094356 + Penalty 2990.684634 = -838623.409722
  nChanged 6
		SP:Iteration 54Q (42181.230000 sec): 3 clusters
  Score: Raw -841615.609181 + Penalty 2990.684634 = -838624.924547
  nChanged 5
		SP:Iteration 55Q (42181.440000 sec): 3 clusters
  Score: Raw -841616.696096 + Penalty 2990.684634 = -838626.011462
  nChanged 7
		SP:Iteration 56Q (42181.650000 sec): 3 clusters
  Score: Raw -841618.486271 + Penalty 2990.684634 = -838627.801637
  nChanged 6
		SP:Iteration 57Q (42181.870000 sec): 3 clusters
  Score: Raw -841619.742379 + Penalty 2990.684634 = -838629.057745
  nChanged 4
		SP:Iteration 58Q (42182.110000 sec): 3 clusters
  Score: Raw -841620.602038 + Penalty 2990.684634 = -838629.917404
  nChanged 5
		SP:Iteration 59Q (42182.320000 sec): 3 clusters
  Score: Raw -841621.362050 + Penalty 2990.684634 = -838630.677415
  nChanged 3
		SP:Iteration 60F (42182.490000 sec): 3 clusters
  Score: Raw -841621.901912 + Penalty 2990.684634 = -838631.217278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42182.580000 sec): 2 clusters
  Score: Raw -197961.392113 + Penalty 1290.633864 = -196670.758250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42182.740000 sec): 3 clusters
  Score: Raw -196682.132789 + Penalty 2581.267727 = -194100.865061
  nChanged 1062
		SP:Iteration 1F (42182.900000 sec): 3 clusters
  Score: Raw -197486.716924 + Penalty 2581.267727 = -194905.449197
  nChanged 333
		SP:Iteration 2F (42183.050000 sec): 3 clusters
  Score: Raw -197891.531018 + Penalty 2581.267727 = -195310.263290
  nChanged 250
		SP:Iteration 3F (42183.210000 sec): 3 clusters
  Score: Raw -198165.426155 + Penalty 2581.267727 = -195584.158428
  nChanged 183
		SP:Iteration 4F (42183.370000 sec): 3 clusters
  Score: Raw -198324.345637 + Penalty 2581.267727 = -195743.077910
  nChanged 109
		SP:Iteration 5Q (42183.530000 sec): 3 clusters
  Score: Raw -198435.610736 + Penalty 2581.267727 = -195854.343009
  nChanged 86
		SP:Iteration 6Q (42183.690000 sec): 3 clusters
  Score: Raw -198505.774136 + Penalty 2581.267727 = -195924.506409
  nChanged 76
		SP:Iteration 7Q (42183.850000 sec): 3 clusters
  Score: Raw -198555.201408 + Penalty 2581.267727 = -195973.933680
  nChanged 60
		SP:Iteration 8Q (42184.010000 sec): 3 clusters
  Score: Raw -198601.470413 + Penalty 2581.267727 = -196020.202686
  nChanged 57
		SP:Iteration 9Q (42184.170000 sec): 3 clusters
  Score: Raw -198646.796750 + Penalty 2581.267727 = -196065.529023
  nChanged 55
		SP:Iteration 10Q (42184.330000 sec): 3 clusters
  Score: Raw -198694.728637 + Penalty 2581.267727 = -196113.460910
  nChanged 62
		SP:Iteration 11Q (42184.490000 sec): 3 clusters
  Score: Raw -198741.750939 + Penalty 2581.267727 = -196160.483211
  nChanged 51
		SP:Iteration 12Q (42184.650000 sec): 3 clusters
  Score: Raw -198781.928091 + Penalty 2581.267727 = -196200.660364
  nChanged 53
		SP:Iteration 13Q (42184.830000 sec): 3 clusters
  Score: Raw -198825.909734 + Penalty 2581.267727 = -196244.642007
  nChanged 51
		SP:Iteration 14Q (42185.000000 sec): 3 clusters
  Score: Raw -198870.279204 + Penalty 2581.267727 = -196289.011476
  nChanged 46
		SP:Iteration 15Q (42185.180000 sec): 3 clusters
  Score: Raw -198902.838574 + Penalty 2581.267727 = -196321.570847
  nChanged 36
		SP:Iteration 16Q (42185.350000 sec): 3 clusters
  Score: Raw -198922.428712 + Penalty 2581.267727 = -196341.160985
  nChanged 23
		SP:Iteration 17Q (42185.530000 sec): 3 clusters
  Score: Raw -198933.656605 + Penalty 2581.267727 = -196352.388878
  nChanged 12
		SP:Iteration 18Q (42185.710000 sec): 3 clusters
  Score: Raw -198940.656939 + Penalty 2581.267727 = -196359.389212
  nChanged 6
		SP:Iteration 19Q (42185.880000 sec): 3 clusters
  Score: Raw -198943.021830 + Penalty 2581.267727 = -196361.754102
  nChanged 4
		SP:Iteration 20F (42186.060000 sec): 3 clusters
  Score: Raw -198945.240260 + Penalty 2581.267727 = -196363.972533
  nChanged 3
		SP:Iteration 21Q (42186.230000 sec): 3 clusters
  Score: Raw -198946.556286 + Penalty 2581.267727 = -196365.288558
  nChanged 4
		SP:Iteration 22Q (42186.410000 sec): 3 clusters
  Score: Raw -198949.259371 + Penalty 2581.267727 = -196367.991643
  nChanged 5
		SP:Iteration 23Q (42186.590000 sec): 3 clusters
  Score: Raw -198951.718299 + Penalty 2581.267727 = -196370.450572
  nChanged 5
		SP:Iteration 24Q (42186.760000 sec): 3 clusters
  Score: Raw -198952.994278 + Penalty 2581.267727 = -196371.726551
  nChanged 1
		SP:Iteration 25Q (42186.940000 sec): 3 clusters
  Score: Raw -198953.510635 + Penalty 2581.267727 = -196372.242908
  nChanged 0
		SP:Iteration 26F (42187.110000 sec): 3 clusters
  Score: Raw -198953.510635 + Penalty 2581.267727 = -196372.242908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42187.220000 sec): 2 clusters
  Score: Raw -289625.773784 + Penalty 1334.410090 = -288291.363695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42187.390000 sec): 3 clusters
  Score: Raw -287855.825030 + Penalty 2668.820179 = -285187.004851
  nChanged 1451
		SP:Iteration 1F (42187.570000 sec): 3 clusters
  Score: Raw -288698.646045 + Penalty 2668.820179 = -286029.825866
  nChanged 280
		SP:Iteration 2F (42187.740000 sec): 3 clusters
  Score: Raw -288863.209350 + Penalty 2668.820179 = -286194.389171
  nChanged 183
		SP:Iteration 3Q (42187.920000 sec): 3 clusters
  Score: Raw -288963.131188 + Penalty 2668.820179 = -286294.311008
  nChanged 120
		SP:Iteration 4Q (42188.090000 sec): 3 clusters
  Score: Raw -289022.453109 + Penalty 2668.820179 = -286353.632930
  nChanged 103
		SP:Iteration 5Q (42188.270000 sec): 3 clusters
  Score: Raw -289068.744748 + Penalty 2668.820179 = -286399.924569
  nChanged 75
		SP:Iteration 6Q (42188.450000 sec): 3 clusters
  Score: Raw -289096.139944 + Penalty 2668.820179 = -286427.319765
  nChanged 60
		SP:Iteration 7Q (42188.620000 sec): 3 clusters
  Score: Raw -289120.039861 + Penalty 2668.820179 = -286451.219681
  nChanged 49
		SP:Iteration 8Q (42188.800000 sec): 3 clusters
  Score: Raw -289138.365086 + Penalty 2668.820179 = -286469.544907
  nChanged 40
		SP:Iteration 9Q (42188.970000 sec): 3 clusters
  Score: Raw -289154.298231 + Penalty 2668.820179 = -286485.478052
  nChanged 35
		SP:Iteration 10Q (42189.150000 sec): 3 clusters
  Score: Raw -289167.357556 + Penalty 2668.820179 = -286498.537377
  nChanged 29
		SP:Iteration 11Q (42189.330000 sec): 3 clusters
  Score: Raw -289177.812459 + Penalty 2668.820179 = -286508.992280
  nChanged 33
		SP:Iteration 12Q (42189.500000 sec): 3 clusters
  Score: Raw -289189.799637 + Penalty 2668.820179 = -286520.979458
  nChanged 40
		SP:Iteration 13Q (42189.680000 sec): 3 clusters
  Score: Raw -289202.884443 + Penalty 2668.820179 = -286534.064264
  nChanged 47
		SP:Iteration 14Q (42189.850000 sec): 3 clusters
  Score: Raw -289218.595556 + Penalty 2668.820179 = -286549.775377
  nChanged 48
		SP:Iteration 15Q (42190.030000 sec): 3 clusters
  Score: Raw -289235.105718 + Penalty 2668.820179 = -286566.285539
  nChanged 46
		SP:Iteration 16Q (42190.200000 sec): 3 clusters
  Score: Raw -289253.384173 + Penalty 2668.820179 = -286584.563994
  nChanged 44
		SP:Iteration 17Q (42190.380000 sec): 3 clusters
  Score: Raw -289272.146139 + Penalty 2668.820179 = -286603.325960
  nChanged 53
		SP:Iteration 18Q (42190.550000 sec): 3 clusters
  Score: Raw -289297.991370 + Penalty 2668.820179 = -286629.171191
  nChanged 55
		SP:Iteration 19Q (42190.730000 sec): 3 clusters
  Score: Raw -289318.304348 + Penalty 2668.820179 = -286649.484169
  nChanged 50
		SP:Iteration 20F (42190.910000 sec): 3 clusters
  Score: Raw -289338.563364 + Penalty 2668.820179 = -286669.743184
  nChanged 44
		SP:Iteration 21Q (42190.980000 sec): 3 clusters
  Score: Raw -289357.572296 + Penalty 2668.820179 = -286688.752117
  nChanged 41
		SP:Iteration 22Q (42191.170000 sec): 3 clusters
  Score: Raw -289376.894133 + Penalty 2668.820179 = -286708.073954
  nChanged 53
		SP:Iteration 23Q (42191.350000 sec): 3 clusters
  Score: Raw -289406.316765 + Penalty 2668.820179 = -286737.496586
  nChanged 49
		SP:Iteration 24Q (42191.530000 sec): 3 clusters
  Score: Raw -289430.650041 + Penalty 2668.820179 = -286761.829862
  nChanged 51
		SP:Iteration 25Q (42191.700000 sec): 3 clusters
  Score: Raw -289454.935087 + Penalty 2668.820179 = -286786.114908
  nChanged 53
		SP:Iteration 26Q (42191.880000 sec): 3 clusters
  Score: Raw -289479.077632 + Penalty 2668.820179 = -286810.257453
  nChanged 53
		SP:Iteration 27Q (42192.050000 sec): 3 clusters
  Score: Raw -289503.883849 + Penalty 2668.820179 = -286835.063670
  nChanged 51
		SP:Iteration 28Q (42192.230000 sec): 3 clusters
  Score: Raw -289529.523941 + Penalty 2668.820179 = -286860.703762
  nChanged 52
		SP:Iteration 29Q (42192.410000 sec): 3 clusters
  Score: Raw -289562.569819 + Penalty 2668.820179 = -286893.749640
  nChanged 51
		SP:Iteration 30Q (42192.580000 sec): 3 clusters
  Score: Raw -289590.352169 + Penalty 2668.820179 = -286921.531990
  nChanged 44
		SP:Iteration 31Q (42192.760000 sec): 3 clusters
  Score: Raw -289616.319887 + Penalty 2668.820179 = -286947.499708
  nChanged 38
		SP:Iteration 32Q (42192.930000 sec): 3 clusters
  Score: Raw -289637.294360 + Penalty 2668.820179 = -286968.474181
  nChanged 30
		SP:Iteration 33Q (42193.110000 sec): 3 clusters
  Score: Raw -289652.838842 + Penalty 2668.820179 = -286984.018663
  nChanged 20
		SP:Iteration 34Q (42193.290000 sec): 3 clusters
  Score: Raw -289662.936629 + Penalty 2668.820179 = -286994.116449
  nChanged 19
		SP:Iteration 35Q (42193.460000 sec): 3 clusters
  Score: Raw -289677.396312 + Penalty 2668.820179 = -287008.576133
  nChanged 29
		SP:Iteration 36Q (42193.640000 sec): 3 clusters
  Score: Raw -289698.013183 + Penalty 2668.820179 = -287029.193004
  nChanged 30
		SP:Iteration 37Q (42193.810000 sec): 3 clusters
  Score: Raw -289725.062569 + Penalty 2668.820179 = -287056.242389
  nChanged 25
		SP:Iteration 38Q (42193.990000 sec): 3 clusters
  Score: Raw -289743.593960 + Penalty 2668.820179 = -287074.773781
  nChanged 16
		SP:Iteration 39Q (42194.160000 sec): 3 clusters
  Score: Raw -289755.733029 + Penalty 2668.820179 = -287086.912850
  nChanged 11
		SP:Iteration 40F (42194.340000 sec): 3 clusters
  Score: Raw -289762.305146 + Penalty 2668.820179 = -287093.484967
  nChanged 4
		SP:Iteration 41Q (42194.510000 sec): 3 clusters
  Score: Raw -289763.842765 + Penalty 2668.820179 = -287095.022586
  nChanged 6
		SP:Iteration 42Q (42194.690000 sec): 3 clusters
  Score: Raw -289769.101698 + Penalty 2668.820179 = -287100.281519
  nChanged 6
		SP:Iteration 43Q (42194.870000 sec): 3 clusters
  Score: Raw -289773.477875 + Penalty 2668.820179 = -287104.657696
  nChanged 2
		SP:Iteration 44Q (42195.040000 sec): 3 clusters
  Score: Raw -289774.928146 + Penalty 2668.820179 = -287106.107967
  nChanged 4
		SP:Iteration 45Q (42195.220000 sec): 3 clusters
  Score: Raw -289777.779178 + Penalty 2668.820179 = -287108.958999
  nChanged 5
		SP:Iteration 46Q (42195.390000 sec): 3 clusters
  Score: Raw -289780.273314 + Penalty 2668.820179 = -287111.453135
  nChanged 6
		SP:Iteration 47Q (42195.570000 sec): 3 clusters
  Score: Raw -289782.755697 + Penalty 2668.820179 = -287113.935518
  nChanged 2
		SP:Iteration 48Q (42195.750000 sec): 3 clusters
  Score: Raw -289783.771708 + Penalty 2668.820179 = -287114.951529
  nChanged 0
		SP:Iteration 49F (42195.920000 sec): 3 clusters
  Score: Raw -289783.771708 + Penalty 2668.820179 = -287114.951529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42196.010000 sec): 2 clusters
  Score: Raw -59064.652926 + Penalty 1080.880429 = -57983.772496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42196.190000 sec): 3 clusters
  Score: Raw -58864.096188 + Penalty 2161.760859 = -56702.335329
  nChanged 201
		SP:Iteration 1F (42196.360000 sec): 3 clusters
  Score: Raw -59042.998816 + Penalty 2161.760859 = -56881.237957
  nChanged 51
		SP:Iteration 2F (42196.540000 sec): 3 clusters
  Score: Raw -59103.145094 + Penalty 2161.760859 = -56941.384235
  nChanged 29
		SP:Iteration 3Q (42196.720000 sec): 3 clusters
  Score: Raw -59141.581313 + Penalty 2161.760859 = -56979.820454
  nChanged 20
		SP:Iteration 4Q (42196.890000 sec): 3 clusters
  Score: Raw -59174.818252 + Penalty 2161.760859 = -57013.057394
  nChanged 17
		SP:Iteration 5Q (42197.060000 sec): 3 clusters
  Score: Raw -59193.598080 + Penalty 2161.760859 = -57031.837221
  nChanged 13
		SP:Iteration 6Q (42197.240000 sec): 3 clusters
  Score: Raw -59206.212515 + Penalty 2161.760859 = -57044.451656
  nChanged 5
		SP:Iteration 7Q (42197.420000 sec): 3 clusters
  Score: Raw -59208.867877 + Penalty 2161.760859 = -57047.107018
  nChanged 3
		SP:Iteration 8Q (42197.590000 sec): 3 clusters
  Score: Raw -59210.599540 + Penalty 2161.760859 = -57048.838681
  nChanged 4
		SP:Iteration 9Q (42197.770000 sec): 3 clusters
  Score: Raw -59214.571954 + Penalty 2161.760859 = -57052.811095
  nChanged 0
		SP:Iteration 10F (42197.940000 sec): 3 clusters
  Score: Raw -59214.571954 + Penalty 2161.760859 = -57052.811095
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42198.030000 sec): 2 clusters
  Score: Raw -107676.302608 + Penalty 1167.994289 = -106508.308319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42198.210000 sec): 3 clusters
  Score: Raw -107152.925329 + Penalty 2335.988578 = -104816.936751
  nChanged 446
		SP:Iteration 1F (42198.380000 sec): 3 clusters
  Score: Raw -107553.403773 + Penalty 2335.988578 = -105217.415194
  nChanged 121
		SP:Iteration 2F (42198.560000 sec): 3 clusters
  Score: Raw -107712.086586 + Penalty 2335.988578 = -105376.098008
  nChanged 70
		SP:Iteration 3F (42198.740000 sec): 3 clusters
  Score: Raw -107797.678340 + Penalty 2335.988578 = -105461.689762
  nChanged 67
		SP:Iteration 4F (42198.910000 sec): 3 clusters
  Score: Raw -107878.889024 + Penalty 2335.988578 = -105542.900446
  nChanged 51
		SP:Iteration 5Q (42199.090000 sec): 3 clusters
  Score: Raw -107938.721044 + Penalty 2335.988578 = -105602.732465
  nChanged 41
		SP:Iteration 6Q (42199.260000 sec): 3 clusters
  Score: Raw -107995.760776 + Penalty 2335.988578 = -105659.772198
  nChanged 36
		SP:Iteration 7Q (42199.440000 sec): 3 clusters
  Score: Raw -108041.056039 + Penalty 2335.988578 = -105705.067461
  nChanged 30
		SP:Iteration 8Q (42199.620000 sec): 3 clusters
  Score: Raw -108095.397089 + Penalty 2335.988578 = -105759.408511
  nChanged 36
		SP:Iteration 9Q (42199.790000 sec): 3 clusters
  Score: Raw -108167.681549 + Penalty 2335.988578 = -105831.692970
  nChanged 41
		SP:Iteration 10Q (42199.970000 sec): 3 clusters
  Score: Raw -108291.351399 + Penalty 2335.988578 = -105955.362821
  nChanged 48
		SP:Iteration 11Q (42200.140000 sec): 3 clusters
  Score: Raw -108441.972139 + Penalty 2335.988578 = -106105.983560
  nChanged 36
		SP:Iteration 12Q (42200.320000 sec): 3 clusters
  Score: Raw -108537.440569 + Penalty 2335.988578 = -106201.451990
  nChanged 23
		SP:Iteration 13Q (42200.500000 sec): 3 clusters
  Score: Raw -108566.391837 + Penalty 2335.988578 = -106230.403259
  nChanged 13
		SP:Iteration 14Q (42200.670000 sec): 3 clusters
  Score: Raw -108581.965077 + Penalty 2335.988578 = -106245.976499
  nChanged 5
		SP:Iteration 15Q (42200.850000 sec): 3 clusters
  Score: Raw -108586.120522 + Penalty 2335.988578 = -106250.131943
  nChanged 1
		SP:Iteration 16Q (42201.020000 sec): 3 clusters
  Score: Raw -108587.356359 + Penalty 2335.988578 = -106251.367781
  nChanged 0
		SP:Iteration 17F (42201.200000 sec): 3 clusters
  Score: Raw -108587.356359 + Penalty 2335.988578 = -106251.367781
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42201.290000 sec): 2 clusters
  Score: Raw -105573.020831 + Penalty 1177.303001 = -104395.717829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42201.460000 sec): 3 clusters
  Score: Raw -105094.131025 + Penalty 2354.606003 = -102739.525023
  nChanged 455
		SP:Iteration 1F (42201.640000 sec): 3 clusters
  Score: Raw -105454.668953 + Penalty 2354.606003 = -103100.062951
  nChanged 105
		SP:Iteration 2F (42201.820000 sec): 3 clusters
  Score: Raw -105531.304373 + Penalty 2354.606003 = -103176.698371
  nChanged 62
		SP:Iteration 3Q (42201.990000 sec): 3 clusters
  Score: Raw -105581.597825 + Penalty 2354.606003 = -103226.991823
  nChanged 44
		SP:Iteration 4Q (42202.170000 sec): 3 clusters
  Score: Raw -105611.968250 + Penalty 2354.606003 = -103257.362248
  nChanged 27
		SP:Iteration 5Q (42202.340000 sec): 3 clusters
  Score: Raw -105630.293142 + Penalty 2354.606003 = -103275.687140
  nChanged 21
		SP:Iteration 6Q (42202.520000 sec): 3 clusters
  Score: Raw -105640.485715 + Penalty 2354.606003 = -103285.879713
  nChanged 15
		SP:Iteration 7Q (42202.700000 sec): 3 clusters
  Score: Raw -105652.314759 + Penalty 2354.606003 = -103297.708757
  nChanged 17
		SP:Iteration 8Q (42202.870000 sec): 3 clusters
  Score: Raw -105662.453119 + Penalty 2354.606003 = -103307.847117
  nChanged 9
		SP:Iteration 9Q (42203.050000 sec): 3 clusters
  Score: Raw -105669.656165 + Penalty 2354.606003 = -103315.050163
  nChanged 12
		SP:Iteration 10Q (42203.220000 sec): 3 clusters
  Score: Raw -105678.600432 + Penalty 2354.606003 = -103323.994430
  nChanged 7
		SP:Iteration 11Q (42203.400000 sec): 3 clusters
  Score: Raw -105685.082542 + Penalty 2354.606003 = -103330.476540
  nChanged 12
		SP:Iteration 12Q (42203.570000 sec): 3 clusters
  Score: Raw -105691.726706 + Penalty 2354.606003 = -103337.120703
  nChanged 8
		SP:Iteration 13Q (42203.750000 sec): 3 clusters
  Score: Raw -105694.816687 + Penalty 2354.606003 = -103340.210685
  nChanged 3
		SP:Iteration 14Q (42203.920000 sec): 3 clusters
  Score: Raw -105696.506731 + Penalty 2354.606003 = -103341.900728
  nChanged 4
		SP:Iteration 15Q (42204.100000 sec): 3 clusters
  Score: Raw -105698.783270 + Penalty 2354.606003 = -103344.177267
  nChanged 4
		SP:Iteration 16Q (42204.280000 sec): 3 clusters
  Score: Raw -105702.318139 + Penalty 2354.606003 = -103347.712136
  nChanged 4
		SP:Iteration 17Q (42204.450000 sec): 3 clusters
  Score: Raw -105704.785814 + Penalty 2354.606003 = -103350.179812
  nChanged 3
		SP:Iteration 18Q (42204.630000 sec): 3 clusters
  Score: Raw -105708.487389 + Penalty 2354.606003 = -103353.881387
  nChanged 3
		SP:Iteration 19Q (42204.800000 sec): 3 clusters
  Score: Raw -105709.370629 + Penalty 2354.606003 = -103354.764627
  nChanged 1
		SP:Iteration 20F (42204.980000 sec): 3 clusters
  Score: Raw -105709.983529 + Penalty 2354.606003 = -103355.377526
  nChanged 1
		SP:Iteration 21Q (42205.160000 sec): 3 clusters
  Score: Raw -105710.061539 + Penalty 2354.606003 = -103355.455537
  nChanged 0
		SP:Iteration 22F (42205.330000 sec): 3 clusters
  Score: Raw -105710.061539 + Penalty 2354.606003 = -103355.455537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42205.420000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42205.600000 sec): 3 clusters
  Score: Raw -104375.739267 + Penalty 2333.275090 = -102042.464177
  nChanged 435
		SP:Iteration 1F (42205.770000 sec): 3 clusters
  Score: Raw -104812.636619 + Penalty 2333.275090 = -102479.361529
  nChanged 110
		SP:Iteration 2F (42205.950000 sec): 3 clusters
  Score: Raw -104925.947460 + Penalty 2333.275090 = -102592.672370
  nChanged 57
		SP:Iteration 3Q (42206.120000 sec): 3 clusters
  Score: Raw -104976.245564 + Penalty 2333.275090 = -102642.970474
  nChanged 38
		SP:Iteration 4Q (42206.300000 sec): 3 clusters
  Score: Raw -105008.139347 + Penalty 2333.275090 = -102674.864257
  nChanged 31
		SP:Iteration 5Q (42206.480000 sec): 3 clusters
  Score: Raw -105038.288678 + Penalty 2333.275090 = -102705.013588
  nChanged 32
		SP:Iteration 6Q (42206.650000 sec): 3 clusters
  Score: Raw -105072.009995 + Penalty 2333.275090 = -102738.734905
  nChanged 25
		SP:Iteration 7Q (42206.830000 sec): 3 clusters
  Score: Raw -105092.526601 + Penalty 2333.275090 = -102759.251511
  nChanged 21
		SP:Iteration 8Q (42207.000000 sec): 3 clusters
  Score: Raw -105109.579161 + Penalty 2333.275090 = -102776.304070
  nChanged 13
		SP:Iteration 9Q (42207.180000 sec): 3 clusters
  Score: Raw -105117.837700 + Penalty 2333.275090 = -102784.562610
  nChanged 6
		SP:Iteration 10Q (42207.360000 sec): 3 clusters
  Score: Raw -105120.797213 + Penalty 2333.275090 = -102787.522123
  nChanged 6
		SP:Iteration 11Q (42207.530000 sec): 3 clusters
  Score: Raw -105123.318339 + Penalty 2333.275090 = -102790.043249
  nChanged 3
		SP:Iteration 12Q (42207.710000 sec): 3 clusters
  Score: Raw -105124.941505 + Penalty 2333.275090 = -102791.666415
  nChanged 1
		SP:Iteration 13Q (42207.880000 sec): 3 clusters
  Score: Raw -105125.214243 + Penalty 2333.275090 = -102791.939153
  nChanged 1
		SP:Iteration 14Q (42208.060000 sec): 3 clusters
  Score: Raw -105125.429762 + Penalty 2333.275090 = -102792.154672
  nChanged 0
		SP:Iteration 15F (42208.240000 sec): 3 clusters
  Score: Raw -105125.429762 + Penalty 2333.275090 = -102792.154672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42208.320000 sec): 2 clusters
  Score: Raw -106782.923229 + Penalty 1193.306762 = -105589.616466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42208.500000 sec): 3 clusters
  Score: Raw -106182.076586 + Penalty 2386.613524 = -103795.463061
  nChanged 538
		SP:Iteration 1F (42208.680000 sec): 3 clusters
  Score: Raw -106639.748570 + Penalty 2386.613524 = -104253.135045
  nChanged 156
		SP:Iteration 2F (42208.850000 sec): 3 clusters
  Score: Raw -106842.359835 + Penalty 2386.613524 = -104455.746311
  nChanged 98
		SP:Iteration 3F (42209.030000 sec): 3 clusters
  Score: Raw -106950.473351 + Penalty 2386.613524 = -104563.859826
  nChanged 61
		SP:Iteration 4Q (42209.200000 sec): 3 clusters
  Score: Raw -107017.397926 + Penalty 2386.613524 = -104630.784402
  nChanged 45
		SP:Iteration 5Q (42209.380000 sec): 3 clusters
  Score: Raw -107059.971727 + Penalty 2386.613524 = -104673.358203
  nChanged 41
		SP:Iteration 6Q (42209.560000 sec): 3 clusters
  Score: Raw -107113.209310 + Penalty 2386.613524 = -104726.595785
  nChanged 35
		SP:Iteration 7Q (42209.730000 sec): 3 clusters
  Score: Raw -107161.732042 + Penalty 2386.613524 = -104775.118517
  nChanged 35
		SP:Iteration 8Q (42209.910000 sec): 3 clusters
  Score: Raw -107203.125670 + Penalty 2386.613524 = -104816.512146
  nChanged 31
		SP:Iteration 9Q (42210.080000 sec): 3 clusters
  Score: Raw -107228.219959 + Penalty 2386.613524 = -104841.606434
  nChanged 25
		SP:Iteration 10Q (42210.260000 sec): 3 clusters
  Score: Raw -107249.846068 + Penalty 2386.613524 = -104863.232544
  nChanged 17
		SP:Iteration 11Q (42210.430000 sec): 3 clusters
  Score: Raw -107260.928181 + Penalty 2386.613524 = -104874.314656
  nChanged 13
		SP:Iteration 12Q (42210.610000 sec): 3 clusters
  Score: Raw -107271.765915 + Penalty 2386.613524 = -104885.152390
  nChanged 11
		SP:Iteration 13Q (42210.780000 sec): 3 clusters
  Score: Raw -107277.969312 + Penalty 2386.613524 = -104891.355788
  nChanged 13
		SP:Iteration 14Q (42210.960000 sec): 3 clusters
  Score: Raw -107289.778933 + Penalty 2386.613524 = -104903.165409
  nChanged 18
		SP:Iteration 15Q (42211.140000 sec): 3 clusters
  Score: Raw -107305.778349 + Penalty 2386.613524 = -104919.164825
  nChanged 19
		SP:Iteration 16Q (42211.310000 sec): 3 clusters
  Score: Raw -107321.858195 + Penalty 2386.613524 = -104935.244670
  nChanged 19
		SP:Iteration 17Q (42211.490000 sec): 3 clusters
  Score: Raw -107343.964538 + Penalty 2386.613524 = -104957.351014
  nChanged 25
		SP:Iteration 18Q (42211.660000 sec): 3 clusters
  Score: Raw -107368.426929 + Penalty 2386.613524 = -104981.813405
  nChanged 21
		SP:Iteration 19Q (42211.840000 sec): 3 clusters
  Score: Raw -107383.485190 + Penalty 2386.613524 = -104996.871665
  nChanged 11
		SP:Iteration 20F (42212.020000 sec): 3 clusters
  Score: Raw -107389.424182 + Penalty 2386.613524 = -105002.810658
  nChanged 6
		SP:Iteration 21Q (42212.190000 sec): 3 clusters
  Score: Raw -107394.299698 + Penalty 2386.613524 = -105007.686174
  nChanged 2
		SP:Iteration 22Q (42212.370000 sec): 3 clusters
  Score: Raw -107396.116083 + Penalty 2386.613524 = -105009.502558
  nChanged 1
		SP:Iteration 23Q (42212.540000 sec): 3 clusters
  Score: Raw -107396.465089 + Penalty 2386.613524 = -105009.851565
  nChanged 0
		SP:Iteration 24F (42212.720000 sec): 3 clusters
  Score: Raw -107396.465089 + Penalty 2386.613524 = -105009.851565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42212.800000 sec): 2 clusters
  Score: Raw -196841.857683 + Penalty 1269.050465 = -195572.807218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42212.980000 sec): 3 clusters
  Score: Raw -195734.679853 + Penalty 2538.100931 = -193196.578922
  nChanged 906
		SP:Iteration 1F (42213.150000 sec): 3 clusters
  Score: Raw -196248.020457 + Penalty 2538.100931 = -193709.919526
  nChanged 184
		SP:Iteration 2F (42213.330000 sec): 3 clusters
  Score: Raw -196370.866569 + Penalty 2538.100931 = -193832.765638
  nChanged 116
		SP:Iteration 3Q (42213.500000 sec): 3 clusters
  Score: Raw -196446.545382 + Penalty 2538.100931 = -193908.444452
  nChanged 81
		SP:Iteration 4Q (42213.680000 sec): 3 clusters
  Score: Raw -196496.614821 + Penalty 2538.100931 = -193958.513890
  nChanged 69
		SP:Iteration 5Q (42213.860000 sec): 3 clusters
  Score: Raw -196547.486030 + Penalty 2538.100931 = -194009.385100
  nChanged 67
		SP:Iteration 6Q (42214.030000 sec): 3 clusters
  Score: Raw -196600.349847 + Penalty 2538.100931 = -194062.248917
  nChanged 63
		SP:Iteration 7Q (42214.210000 sec): 3 clusters
  Score: Raw -196649.049763 + Penalty 2538.100931 = -194110.948833
  nChanged 55
		SP:Iteration 8Q (42214.380000 sec): 3 clusters
  Score: Raw -196685.616585 + Penalty 2538.100931 = -194147.515655
  nChanged 45
		SP:Iteration 9Q (42214.560000 sec): 3 clusters
  Score: Raw -196714.680538 + Penalty 2538.100931 = -194176.579608
  nChanged 33
		SP:Iteration 10Q (42214.740000 sec): 3 clusters
  Score: Raw -196737.200862 + Penalty 2538.100931 = -194199.099932
  nChanged 27
		SP:Iteration 11Q (42214.910000 sec): 3 clusters
  Score: Raw -196751.934950 + Penalty 2538.100931 = -194213.834020
  nChanged 28
		SP:Iteration 12Q (42215.090000 sec): 3 clusters
  Score: Raw -196769.818916 + Penalty 2538.100931 = -194231.717986
  nChanged 23
		SP:Iteration 13Q (42215.260000 sec): 3 clusters
  Score: Raw -196781.227122 + Penalty 2538.100931 = -194243.126191
  nChanged 9
		SP:Iteration 14Q (42215.440000 sec): 3 clusters
  Score: Raw -196784.939278 + Penalty 2538.100931 = -194246.838347
  nChanged 4
		SP:Iteration 15Q (42215.610000 sec): 3 clusters
  Score: Raw -196787.350212 + Penalty 2538.100931 = -194249.249282
  nChanged 7
		SP:Iteration 16Q (42215.790000 sec): 3 clusters
  Score: Raw -196790.933923 + Penalty 2538.100931 = -194252.832992
  nChanged 8
		SP:Iteration 17Q (42215.960000 sec): 3 clusters
  Score: Raw -196796.986653 + Penalty 2538.100931 = -194258.885723
  nChanged 9
		SP:Iteration 18Q (42216.140000 sec): 3 clusters
  Score: Raw -196803.257967 + Penalty 2538.100931 = -194265.157037
  nChanged 8
		SP:Iteration 19Q (42216.320000 sec): 3 clusters
  Score: Raw -196807.134471 + Penalty 2538.100931 = -194269.033541
  nChanged 8
		SP:Iteration 20F (42216.490000 sec): 3 clusters
  Score: Raw -196810.514744 + Penalty 2538.100931 = -194272.413814
  nChanged 6
		SP:Iteration 21Q (42216.670000 sec): 3 clusters
  Score: Raw -196813.993352 + Penalty 2538.100931 = -194275.892421
  nChanged 5
		SP:Iteration 22Q (42216.840000 sec): 3 clusters
  Score: Raw -196818.941725 + Penalty 2538.100931 = -194280.840794
  nChanged 11
		SP:Iteration 23Q (42217.020000 sec): 3 clusters
  Score: Raw -196824.493266 + Penalty 2538.100931 = -194286.392336
  nChanged 12
		SP:Iteration 24Q (42217.200000 sec): 3 clusters
  Score: Raw -196832.265905 + Penalty 2538.100931 = -194294.164975
  nChanged 12
		SP:Iteration 25Q (42217.370000 sec): 3 clusters
  Score: Raw -196839.664018 + Penalty 2538.100931 = -194301.563088
  nChanged 11
		SP:Iteration 26Q (42217.550000 sec): 3 clusters
  Score: Raw -196844.721238 + Penalty 2538.100931 = -194306.620307
  nChanged 11
		SP:Iteration 27Q (42217.770000 sec): 3 clusters
  Score: Raw -196853.049468 + Penalty 2538.100931 = -194314.948538
  nChanged 11
		SP:Iteration 28Q (42217.920000 sec): 3 clusters
  Score: Raw -196864.938351 + Penalty 2538.100931 = -194326.837421
  nChanged 11
		SP:Iteration 29Q (42218.060000 sec): 3 clusters
  Score: Raw -196872.512123 + Penalty 2538.100931 = -194334.411192
  nChanged 12
		SP:Iteration 30Q (42218.190000 sec): 3 clusters
  Score: Raw -196879.861774 + Penalty 2538.100931 = -194341.760843
  nChanged 13
		SP:Iteration 31Q (42218.330000 sec): 3 clusters
  Score: Raw -196884.898782 + Penalty 2538.100931 = -194346.797851
  nChanged 7
		SP:Iteration 32Q (42218.480000 sec): 3 clusters
  Score: Raw -196888.611332 + Penalty 2538.100931 = -194350.510401
  nChanged 4
		SP:Iteration 33Q (42218.620000 sec): 3 clusters
  Score: Raw -196890.566539 + Penalty 2538.100931 = -194352.465609
  nChanged 2
		SP:Iteration 34Q (42218.760000 sec): 3 clusters
  Score: Raw -196891.492707 + Penalty 2538.100931 = -194353.391776
  nChanged 1
		SP:Iteration 35Q (42218.910000 sec): 3 clusters
  Score: Raw -196892.893169 + Penalty 2538.100931 = -194354.792239
  nChanged 2
		SP:Iteration 36Q (42219.060000 sec): 3 clusters
  Score: Raw -196894.148579 + Penalty 2538.100931 = -194356.047649
  nChanged 3
		SP:Iteration 37Q (42219.200000 sec): 3 clusters
  Score: Raw -196896.489798 + Penalty 2538.100931 = -194358.388868
  nChanged 3
		SP:Iteration 38Q (42219.340000 sec): 3 clusters
  Score: Raw -196898.032697 + Penalty 2538.100931 = -194359.931767
  nChanged 3
		SP:Iteration 39Q (42219.480000 sec): 3 clusters
  Score: Raw -196899.892047 + Penalty 2538.100931 = -194361.791117
  nChanged 2
		SP:Iteration 40F (42219.630000 sec): 3 clusters
  Score: Raw -196900.342420 + Penalty 2538.100931 = -194362.241489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42219.710000 sec): 2 clusters
  Score: Raw -360585.993525 + Penalty 1370.565019 = -359215.428506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42219.870000 sec): 3 clusters
  Score: Raw -358294.306391 + Penalty 2741.130038 = -355553.176353
  nChanged 1861
		SP:Iteration 1F (42220.030000 sec): 3 clusters
  Score: Raw -359599.652735 + Penalty 2741.130038 = -356858.522697
  nChanged 464
		SP:Iteration 2F (42220.190000 sec): 3 clusters
  Score: Raw -360115.658208 + Penalty 2741.130038 = -357374.528170
  nChanged 435
		SP:Iteration 3F (42220.350000 sec): 3 clusters
  Score: Raw -360681.760553 + Penalty 2741.130038 = -357940.630515
  nChanged 390
		SP:Iteration 4F (42220.510000 sec): 3 clusters
  Score: Raw -361109.648022 + Penalty 2741.130038 = -358368.517985
  nChanged 258
		SP:Iteration 5F (42220.670000 sec): 3 clusters
  Score: Raw -361333.405156 + Penalty 2741.130038 = -358592.275118
  nChanged 167
		SP:Iteration 6Q (42220.830000 sec): 3 clusters
  Score: Raw -361469.381721 + Penalty 2741.130038 = -358728.251683
  nChanged 141
		SP:Iteration 7Q (42221.000000 sec): 3 clusters
  Score: Raw -361569.551947 + Penalty 2741.130038 = -358828.421909
  nChanged 99
		SP:Iteration 8Q (42221.180000 sec): 3 clusters
  Score: Raw -361624.066081 + Penalty 2741.130038 = -358882.936043
  nChanged 67
		SP:Iteration 9Q (42221.360000 sec): 3 clusters
  Score: Raw -361670.958327 + Penalty 2741.130038 = -358929.828289
  nChanged 63
		SP:Iteration 10Q (42221.530000 sec): 3 clusters
  Score: Raw -361706.850396 + Penalty 2741.130038 = -358965.720358
  nChanged 61
		SP:Iteration 11Q (42221.710000 sec): 3 clusters
  Score: Raw -361735.364924 + Penalty 2741.130038 = -358994.234886
  nChanged 39
		SP:Iteration 12Q (42221.870000 sec): 3 clusters
  Score: Raw -361751.936238 + Penalty 2741.130038 = -359010.806200
  nChanged 30
		SP:Iteration 13Q (42222.030000 sec): 3 clusters
  Score: Raw -361768.173269 + Penalty 2741.130038 = -359027.043232
  nChanged 37
		SP:Iteration 14Q (42222.190000 sec): 3 clusters
  Score: Raw -361786.688837 + Penalty 2741.130038 = -359045.558799
  nChanged 27
		SP:Iteration 15Q (42222.350000 sec): 3 clusters
  Score: Raw -361794.518468 + Penalty 2741.130038 = -359053.388430
  nChanged 16
		SP:Iteration 16Q (42222.510000 sec): 3 clusters
  Score: Raw -361801.602698 + Penalty 2741.130038 = -359060.472660
  nChanged 19
		SP:Iteration 17Q (42222.670000 sec): 3 clusters
  Score: Raw -361810.507537 + Penalty 2741.130038 = -359069.377499
  nChanged 19
		SP:Iteration 18Q (42222.830000 sec): 3 clusters
  Score: Raw -361818.747675 + Penalty 2741.130038 = -359077.617637
  nChanged 16
		SP:Iteration 19Q (42222.990000 sec): 3 clusters
  Score: Raw -361823.427324 + Penalty 2741.130038 = -359082.297286
  nChanged 12
		SP:Iteration 20F (42223.150000 sec): 3 clusters
  Score: Raw -361827.000652 + Penalty 2741.130038 = -359085.870614
  nChanged 9
		SP:Iteration 21Q (42223.310000 sec): 3 clusters
  Score: Raw -361829.682689 + Penalty 2741.130038 = -359088.552651
  nChanged 12
		SP:Iteration 22Q (42223.470000 sec): 3 clusters
  Score: Raw -361833.403353 + Penalty 2741.130038 = -359092.273316
  nChanged 13
		SP:Iteration 23Q (42223.630000 sec): 3 clusters
  Score: Raw -361836.348855 + Penalty 2741.130038 = -359095.218818
  nChanged 8
		SP:Iteration 24Q (42223.790000 sec): 3 clusters
  Score: Raw -361838.596709 + Penalty 2741.130038 = -359097.466671
  nChanged 6
		SP:Iteration 25Q (42223.950000 sec): 3 clusters
  Score: Raw -361839.879429 + Penalty 2741.130038 = -359098.749391
  nChanged 4
		SP:Iteration 26Q (42224.110000 sec): 3 clusters
  Score: Raw -361841.206369 + Penalty 2741.130038 = -359100.076331
  nChanged 4
		SP:Iteration 27Q (42224.270000 sec): 3 clusters
  Score: Raw -361842.887359 + Penalty 2741.130038 = -359101.757321
  nChanged 3
		SP:Iteration 28Q (42224.430000 sec): 3 clusters
  Score: Raw -361843.860109 + Penalty 2741.130038 = -359102.730071
  nChanged 3
		SP:Iteration 29Q (42224.590000 sec): 3 clusters
  Score: Raw -361844.255402 + Penalty 2741.130038 = -359103.125364
  nChanged 1
		SP:Iteration 30Q (42224.750000 sec): 3 clusters
  Score: Raw -361844.500726 + Penalty 2741.130038 = -359103.370688
  nChanged 1
		SP:Iteration 31Q (42224.910000 sec): 3 clusters
  Score: Raw -361844.737177 + Penalty 2741.130038 = -359103.607139
  nChanged 1
		SP:Iteration 32Q (42225.070000 sec): 3 clusters
  Score: Raw -361845.004028 + Penalty 2741.130038 = -359103.873990
  nChanged 1
		SP:Iteration 33Q (42225.230000 sec): 3 clusters
  Score: Raw -361845.078410 + Penalty 2741.130038 = -359103.948372
  nChanged 0
		SP:Iteration 34F (42225.390000 sec): 3 clusters
  Score: Raw -361845.078410 + Penalty 2741.130038 = -359103.948372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42225.470000 sec): 2 clusters
  Score: Raw -38479.013239 + Penalty 1002.561744 = -37476.451495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42225.630000 sec): 3 clusters
  Score: Raw -38435.685858 + Penalty 2005.123488 = -36430.562370
  nChanged 96
		SP:Iteration 1F (42225.790000 sec): 3 clusters
  Score: Raw -38600.916894 + Penalty 2005.123488 = -36595.793406
  nChanged 31
		SP:Iteration 2F (42225.950000 sec): 3 clusters
  Score: Raw -38659.760544 + Penalty 2005.123488 = -36654.637056
  nChanged 15
		SP:Iteration 3Q (42226.110000 sec): 3 clusters
  Score: Raw -38689.121263 + Penalty 2005.123488 = -36683.997775
  nChanged 14
		SP:Iteration 4Q (42226.270000 sec): 3 clusters
  Score: Raw -38733.057831 + Penalty 2005.123488 = -36727.934343
  nChanged 9
		SP:Iteration 5Q (42226.430000 sec): 3 clusters
  Score: Raw -38770.398238 + Penalty 2005.123488 = -36765.274750
  nChanged 11
		SP:Iteration 6Q (42226.630000 sec): 3 clusters
  Score: Raw -38795.403192 + Penalty 2005.123488 = -36790.279704
  nChanged 6
		SP:Iteration 7Q (42226.790000 sec): 3 clusters
  Score: Raw -38810.533367 + Penalty 2005.123488 = -36805.409879
  nChanged 5
		SP:Iteration 8Q (42226.950000 sec): 3 clusters
  Score: Raw -38824.414360 + Penalty 2005.123488 = -36819.290872
  nChanged 5
		SP:Iteration 9Q (42227.110000 sec): 3 clusters
  Score: Raw -38840.367610 + Penalty 2005.123488 = -36835.244122
  nChanged 6
		SP:Iteration 10Q (42227.270000 sec): 3 clusters
  Score: Raw -38847.389847 + Penalty 2005.123488 = -36842.266359
  nChanged 2
		SP:Iteration 11Q (42227.430000 sec): 3 clusters
  Score: Raw -38849.453361 + Penalty 2005.123488 = -36844.329872
  nChanged 0
		SP:Iteration 12F (42227.590000 sec): 3 clusters
  Score: Raw -38849.453361 + Penalty 2005.123488 = -36844.329872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42227.630000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42227.820000 sec): 3 clusters
  Score: Raw -187401.479679 + Penalty 2526.144633 = -184875.335046
  nChanged 853
		SP:Iteration 1F (42227.980000 sec): 3 clusters
  Score: Raw -188036.000244 + Penalty 2526.144633 = -185509.855611
  nChanged 263
		SP:Iteration 2F (42228.150000 sec): 3 clusters
  Score: Raw -188380.362914 + Penalty 2526.144633 = -185854.218281
  nChanged 220
		SP:Iteration 3F (42228.330000 sec): 3 clusters
  Score: Raw -188707.279273 + Penalty 2526.144633 = -186181.134640
  nChanged 189
		SP:Iteration 4F (42228.500000 sec): 3 clusters
  Score: Raw -188977.344673 + Penalty 2526.144633 = -186451.200041
  nChanged 134
		SP:Iteration 5F (42228.670000 sec): 3 clusters
  Score: Raw -189156.177860 + Penalty 2526.144633 = -186630.033227
  nChanged 98
		SP:Iteration 6Q (42228.850000 sec): 3 clusters
  Score: Raw -189273.748668 + Penalty 2526.144633 = -186747.604035
  nChanged 70
		SP:Iteration 7Q (42229.020000 sec): 3 clusters
  Score: Raw -189336.934052 + Penalty 2526.144633 = -186810.789420
  nChanged 31
		SP:Iteration 8Q (42229.190000 sec): 3 clusters
  Score: Raw -189355.434578 + Penalty 2526.144633 = -186829.289945
  nChanged 20
		SP:Iteration 9Q (42229.370000 sec): 3 clusters
  Score: Raw -189366.967248 + Penalty 2526.144633 = -186840.822615
  nChanged 12
		SP:Iteration 10Q (42229.540000 sec): 3 clusters
  Score: Raw -189371.991893 + Penalty 2526.144633 = -186845.847260
  nChanged 10
		SP:Iteration 11Q (42229.710000 sec): 3 clusters
  Score: Raw -189376.345692 + Penalty 2526.144633 = -186850.201059
  nChanged 9
		SP:Iteration 12Q (42229.880000 sec): 3 clusters
  Score: Raw -189380.919181 + Penalty 2526.144633 = -186854.774548
  nChanged 11
		SP:Iteration 13Q (42230.060000 sec): 3 clusters
  Score: Raw -189385.131606 + Penalty 2526.144633 = -186858.986973
  nChanged 1
		SP:Iteration 14Q (42230.230000 sec): 3 clusters
  Score: Raw -189385.812300 + Penalty 2526.144633 = -186859.667667
  nChanged 2
		SP:Iteration 15Q (42230.410000 sec): 3 clusters
  Score: Raw -189387.893304 + Penalty 2526.144633 = -186861.748671
  nChanged 2
		SP:Iteration 16Q (42230.590000 sec): 3 clusters
  Score: Raw -189389.843501 + Penalty 2526.144633 = -186863.698868
  nChanged 2
		SP:Iteration 17Q (42230.750000 sec): 3 clusters
  Score: Raw -189391.951608 + Penalty 2526.144633 = -186865.806975
  nChanged 2
		SP:Iteration 18Q (42230.930000 sec): 3 clusters
  Score: Raw -189393.582944 + Penalty 2526.144633 = -186867.438311
  nChanged 4
		SP:Iteration 19Q (42231.100000 sec): 3 clusters
  Score: Raw -189396.503111 + Penalty 2526.144633 = -186870.358478
  nChanged 4
		SP:Iteration 20F (42231.270000 sec): 3 clusters
  Score: Raw -189398.181514 + Penalty 2526.144633 = -186872.036881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42231.380000 sec): 2 clusters
  Score: Raw -253913.843148 + Penalty 1304.040099 = -252609.803049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42231.520000 sec): 3 clusters
  Score: Raw -252458.102127 + Penalty 2608.080199 = -249850.021928
  nChanged 1172
		SP:Iteration 1F (42231.660000 sec): 3 clusters
  Score: Raw -253203.769740 + Penalty 2608.080199 = -250595.689541
  nChanged 258
		SP:Iteration 2F (42231.810000 sec): 3 clusters
  Score: Raw -253383.362245 + Penalty 2608.080199 = -250775.282046
  nChanged 178
		SP:Iteration 3F (42231.950000 sec): 3 clusters
  Score: Raw -253508.589298 + Penalty 2608.080199 = -250900.509099
  nChanged 141
		SP:Iteration 4Q (42232.110000 sec): 3 clusters
  Score: Raw -253605.210470 + Penalty 2608.080199 = -250997.130271
  nChanged 113
		SP:Iteration 5Q (42232.270000 sec): 3 clusters
  Score: Raw -253680.075860 + Penalty 2608.080199 = -251071.995662
  nChanged 103
		SP:Iteration 6Q (42232.430000 sec): 3 clusters
  Score: Raw -253746.276815 + Penalty 2608.080199 = -251138.196616
  nChanged 82
		SP:Iteration 7Q (42232.590000 sec): 3 clusters
  Score: Raw -253794.010580 + Penalty 2608.080199 = -251185.930381
  nChanged 60
		SP:Iteration 8Q (42232.750000 sec): 3 clusters
  Score: Raw -253822.807494 + Penalty 2608.080199 = -251214.727295
  nChanged 44
		SP:Iteration 9Q (42232.910000 sec): 3 clusters
  Score: Raw -253846.825962 + Penalty 2608.080199 = -251238.745763
  nChanged 34
		SP:Iteration 10Q (42233.070000 sec): 3 clusters
  Score: Raw -253865.612933 + Penalty 2608.080199 = -251257.532734
  nChanged 25
		SP:Iteration 11Q (42233.230000 sec): 3 clusters
  Score: Raw -253878.188174 + Penalty 2608.080199 = -251270.107975
  nChanged 24
		SP:Iteration 12Q (42233.390000 sec): 3 clusters
  Score: Raw -253889.015341 + Penalty 2608.080199 = -251280.935142
  nChanged 24
		SP:Iteration 13Q (42233.550000 sec): 3 clusters
  Score: Raw -253902.226430 + Penalty 2608.080199 = -251294.146231
  nChanged 23
		SP:Iteration 14Q (42233.710000 sec): 3 clusters
  Score: Raw -253916.428022 + Penalty 2608.080199 = -251308.347823
  nChanged 32
		SP:Iteration 15Q (42233.870000 sec): 3 clusters
  Score: Raw -253935.349148 + Penalty 2608.080199 = -251327.268949
  nChanged 33
		SP:Iteration 16Q (42234.030000 sec): 3 clusters
  Score: Raw -253956.448322 + Penalty 2608.080199 = -251348.368124
  nChanged 36
		SP:Iteration 17Q (42234.190000 sec): 3 clusters
  Score: Raw -253975.216653 + Penalty 2608.080199 = -251367.136454
  nChanged 40
		SP:Iteration 18Q (42234.350000 sec): 3 clusters
  Score: Raw -253994.579719 + Penalty 2608.080199 = -251386.499520
  nChanged 25
		SP:Iteration 19Q (42234.510000 sec): 3 clusters
  Score: Raw -254011.278177 + Penalty 2608.080199 = -251403.197978
  nChanged 35
		SP:Iteration 20F (42234.670000 sec): 3 clusters
  Score: Raw -254029.437364 + Penalty 2608.080199 = -251421.357165
  nChanged 29
		SP:Iteration 21Q (42234.830000 sec): 3 clusters
  Score: Raw -254041.489827 + Penalty 2608.080199 = -251433.409628
  nChanged 18
		SP:Iteration 22Q (42234.990000 sec): 3 clusters
  Score: Raw -254047.485695 + Penalty 2608.080199 = -251439.405496
  nChanged 9
		SP:Iteration 23Q (42235.150000 sec): 3 clusters
  Score: Raw -254049.237578 + Penalty 2608.080199 = -251441.157379
  nChanged 2
		SP:Iteration 24Q (42235.310000 sec): 3 clusters
  Score: Raw -254049.780395 + Penalty 2608.080199 = -251441.700196
  nChanged 4
		SP:Iteration 25Q (42235.470000 sec): 3 clusters
  Score: Raw -254051.254993 + Penalty 2608.080199 = -251443.174794
  nChanged 5
		SP:Iteration 26Q (42235.630000 sec): 3 clusters
  Score: Raw -254053.218648 + Penalty 2608.080199 = -251445.138449
  nChanged 4
		SP:Iteration 27Q (42235.790000 sec): 3 clusters
  Score: Raw -254054.326126 + Penalty 2608.080199 = -251446.245928
  nChanged 4
		SP:Iteration 28Q (42235.950000 sec): 3 clusters
  Score: Raw -254055.221967 + Penalty 2608.080199 = -251447.141768
  nChanged 1
		SP:Iteration 29Q (42236.110000 sec): 3 clusters
  Score: Raw -254055.398315 + Penalty 2608.080199 = -251447.318117
  nChanged 1
		SP:Iteration 30Q (42236.270000 sec): 3 clusters
  Score: Raw -254055.600191 + Penalty 2608.080199 = -251447.519993
  nChanged 0
		SP:Iteration 31F (42236.430000 sec): 3 clusters
  Score: Raw -254055.600191 + Penalty 2608.080199 = -251447.519993
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42236.530000 sec): 2 clusters
  Score: Raw -257386.451938 + Penalty 1333.125848 = -256053.326090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42236.690000 sec): 3 clusters
  Score: Raw -255602.879936 + Penalty 2666.251696 = -252936.628240
  nChanged 1446
		SP:Iteration 1F (42236.850000 sec): 3 clusters
  Score: Raw -256632.123019 + Penalty 2666.251696 = -253965.871323
  nChanged 329
		SP:Iteration 2F (42237.010000 sec): 3 clusters
  Score: Raw -256942.658111 + Penalty 2666.251696 = -254276.406415
  nChanged 267
		SP:Iteration 3F (42237.170000 sec): 3 clusters
  Score: Raw -257203.087610 + Penalty 2666.251696 = -254536.835914
  nChanged 246
		SP:Iteration 4F (42237.330000 sec): 3 clusters
  Score: Raw -257463.282509 + Penalty 2666.251696 = -254797.030813
  nChanged 228
		SP:Iteration 5F (42237.490000 sec): 3 clusters
  Score: Raw -257697.727477 + Penalty 2666.251696 = -255031.475781
  nChanged 183
		SP:Iteration 6F (42237.650000 sec): 3 clusters
  Score: Raw -257845.418642 + Penalty 2666.251696 = -255179.166946
  nChanged 118
		SP:Iteration 7Q (42237.810000 sec): 3 clusters
  Score: Raw -257926.148444 + Penalty 2666.251696 = -255259.896748
  nChanged 78
		SP:Iteration 8Q (42237.970000 sec): 3 clusters
  Score: Raw -257965.536769 + Penalty 2666.251696 = -255299.285073
  nChanged 56
		SP:Iteration 9Q (42238.130000 sec): 3 clusters
  Score: Raw -257990.405874 + Penalty 2666.251696 = -255324.154178
  nChanged 35
		SP:Iteration 10Q (42238.290000 sec): 3 clusters
  Score: Raw -258000.652318 + Penalty 2666.251696 = -255334.400622
  nChanged 21
		SP:Iteration 11Q (42238.450000 sec): 3 clusters
  Score: Raw -258006.845766 + Penalty 2666.251696 = -255340.594070
  nChanged 17
		SP:Iteration 12Q (42238.600000 sec): 3 clusters
  Score: Raw -258012.442183 + Penalty 2666.251696 = -255346.190487
  nChanged 13
		SP:Iteration 13Q (42238.760000 sec): 3 clusters
  Score: Raw -258016.559079 + Penalty 2666.251696 = -255350.307383
  nChanged 17
		SP:Iteration 14Q (42238.920000 sec): 3 clusters
  Score: Raw -258021.458797 + Penalty 2666.251696 = -255355.207101
  nChanged 10
		SP:Iteration 15Q (42239.080000 sec): 3 clusters
  Score: Raw -258023.491885 + Penalty 2666.251696 = -255357.240189
  nChanged 10
		SP:Iteration 16Q (42239.240000 sec): 3 clusters
  Score: Raw -258025.071933 + Penalty 2666.251696 = -255358.820237
  nChanged 1
		SP:Iteration 17Q (42239.400000 sec): 3 clusters
  Score: Raw -258025.385841 + Penalty 2666.251696 = -255359.134145
  nChanged 2
		SP:Iteration 18Q (42239.560000 sec): 3 clusters
  Score: Raw -258025.715854 + Penalty 2666.251696 = -255359.464158
  nChanged 0
		SP:Iteration 19F (42239.720000 sec): 3 clusters
  Score: Raw -258025.715854 + Penalty 2666.251696 = -255359.464158
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42239.800000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42239.960000 sec): 3 clusters
  Score: Raw -14412.289456 + Penalty 1712.053902 = -12700.235554
  nChanged 21
		SP:Iteration 1F (42240.120000 sec): 3 clusters
  Score: Raw -14501.755531 + Penalty 1712.053902 = -12789.701629
  nChanged 8
		SP:Iteration 2Q (42240.280000 sec): 3 clusters
  Score: Raw -14527.970900 + Penalty 1712.053902 = -12815.916998
  nChanged 3
		SP:Iteration 3Q (42240.440000 sec): 3 clusters
  Score: Raw -14545.412429 + Penalty 1712.053902 = -12833.358527
  nChanged 2
		SP:Iteration 4Q (42240.600000 sec): 3 clusters
  Score: Raw -14549.278170 + Penalty 1712.053902 = -12837.224268
  nChanged 0
		SP:Iteration 5F (42240.760000 sec): 3 clusters
  Score: Raw -14549.278170 + Penalty 1712.053902 = -12837.224268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42240.840000 sec): 2 clusters
  Score: Raw -115787.622003 + Penalty 1183.783398 = -114603.838605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42241.000000 sec): 3 clusters
  Score: Raw -115231.566889 + Penalty 2367.566797 = -112864.000092
  nChanged 461
		SP:Iteration 1F (42241.160000 sec): 3 clusters
  Score: Raw -115561.576843 + Penalty 2367.566797 = -113194.010046
  nChanged 94
		SP:Iteration 2F (42241.320000 sec): 3 clusters
  Score: Raw -115632.788909 + Penalty 2367.566797 = -113265.222113
  nChanged 54
		SP:Iteration 3Q (42241.480000 sec): 3 clusters
  Score: Raw -115670.343329 + Penalty 2367.566797 = -113302.776532
  nChanged 39
		SP:Iteration 4Q (42241.640000 sec): 3 clusters
  Score: Raw -115702.339384 + Penalty 2367.566797 = -113334.772587
  nChanged 34
		SP:Iteration 5Q (42241.800000 sec): 3 clusters
  Score: Raw -115732.559687 + Penalty 2367.566797 = -113364.992890
  nChanged 31
		SP:Iteration 6Q (42241.960000 sec): 3 clusters
  Score: Raw -115752.886425 + Penalty 2367.566797 = -113385.319629
  nChanged 24
		SP:Iteration 7Q (42242.160000 sec): 3 clusters
  Score: Raw -115774.116464 + Penalty 2367.566797 = -113406.549667
  nChanged 18
		SP:Iteration 8Q (42242.310000 sec): 3 clusters
  Score: Raw -115790.902644 + Penalty 2367.566797 = -113423.335848
  nChanged 21
		SP:Iteration 9Q (42242.470000 sec): 3 clusters
  Score: Raw -115807.279932 + Penalty 2367.566797 = -113439.713135
  nChanged 20
		SP:Iteration 10Q (42242.620000 sec): 3 clusters
  Score: Raw -115819.743861 + Penalty 2367.566797 = -113452.177065
  nChanged 18
		SP:Iteration 11Q (42242.780000 sec): 3 clusters
  Score: Raw -115833.560444 + Penalty 2367.566797 = -113465.993647
  nChanged 15
		SP:Iteration 12Q (42242.930000 sec): 3 clusters
  Score: Raw -115846.317885 + Penalty 2367.566797 = -113478.751089
  nChanged 12
		SP:Iteration 13Q (42243.090000 sec): 3 clusters
  Score: Raw -115854.093889 + Penalty 2367.566797 = -113486.527092
  nChanged 8
		SP:Iteration 14Q (42243.240000 sec): 3 clusters
  Score: Raw -115861.294064 + Penalty 2367.566797 = -113493.727268
  nChanged 9
		SP:Iteration 15Q (42243.400000 sec): 3 clusters
  Score: Raw -115868.097491 + Penalty 2367.566797 = -113500.530694
  nChanged 6
		SP:Iteration 16Q (42243.550000 sec): 3 clusters
  Score: Raw -115870.373842 + Penalty 2367.566797 = -113502.807045
  nChanged 3
		SP:Iteration 17Q (42243.710000 sec): 3 clusters
  Score: Raw -115871.275033 + Penalty 2367.566797 = -113503.708236
  nChanged 0
		SP:Iteration 18F (42243.870000 sec): 3 clusters
  Score: Raw -115871.275033 + Penalty 2367.566797 = -113503.708236
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42244.000000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42244.200000 sec): 3 clusters
  Score: Raw -762145.531139 + Penalty 2960.631592 = -759184.899547
  nChanged 3924
		SP:Iteration 1F (42244.410000 sec): 3 clusters
  Score: Raw -764315.552134 + Penalty 2960.631592 = -761354.920542
  nChanged 572
		SP:Iteration 2F (42244.610000 sec): 3 clusters
  Score: Raw -764584.332521 + Penalty 2960.631592 = -761623.700929
  nChanged 475
		SP:Iteration 3F (42244.870000 sec): 3 clusters
  Score: Raw -764804.249810 + Penalty 2960.631592 = -761843.618217
  nChanged 449
		SP:Iteration 4Q (42245.090000 sec): 3 clusters
  Score: Raw -765053.005373 + Penalty 2960.631592 = -762092.373781
  nChanged 489
		SP:Iteration 5F (42245.310000 sec): 3 clusters
  Score: Raw -765348.658434 + Penalty 2960.631592 = -762388.026842
  nChanged 489
		SP:Iteration 6F (42245.500000 sec): 3 clusters
  Score: Raw -765656.111634 + Penalty 2960.631592 = -762695.480042
  nChanged 461
		SP:Iteration 7F (42245.780000 sec): 3 clusters
  Score: Raw -765959.170059 + Penalty 2960.631592 = -762998.538466
  nChanged 471
		SP:Iteration 8F (42245.970000 sec): 3 clusters
  Score: Raw -766256.567820 + Penalty 2960.631592 = -763295.936228
  nChanged 410
		SP:Iteration 9Q (42246.240000 sec): 3 clusters
  Score: Raw -766506.787134 + Penalty 2960.631592 = -763546.155542
  nChanged 392
		SP:Iteration 10Q (42246.460000 sec): 3 clusters
  Score: Raw -766754.958260 + Penalty 2960.631592 = -763794.326668
  nChanged 335
		SP:Iteration 11Q (42246.680000 sec): 3 clusters
  Score: Raw -766941.466584 + Penalty 2960.631592 = -763980.834992
  nChanged 266
		SP:Iteration 12Q (42246.900000 sec): 3 clusters
  Score: Raw -767076.247390 + Penalty 2960.631592 = -764115.615798
  nChanged 210
		SP:Iteration 13Q (42247.120000 sec): 3 clusters
  Score: Raw -767182.440966 + Penalty 2960.631592 = -764221.809374
  nChanged 176
		SP:Iteration 14Q (42247.350000 sec): 3 clusters
  Score: Raw -767272.405670 + Penalty 2960.631592 = -764311.774078
  nChanged 140
		SP:Iteration 15Q (42247.570000 sec): 3 clusters
  Score: Raw -767345.818408 + Penalty 2960.631592 = -764385.186816
  nChanged 119
		SP:Iteration 16Q (42247.870000 sec): 3 clusters
  Score: Raw -767404.040432 + Penalty 2960.631592 = -764443.408840
  nChanged 102
		SP:Iteration 17Q (42248.040000 sec): 3 clusters
  Score: Raw -767448.510622 + Penalty 2960.631592 = -764487.879030
  nChanged 72
		SP:Iteration 18Q (42248.260000 sec): 3 clusters
  Score: Raw -767476.295587 + Penalty 2960.631592 = -764515.663994
  nChanged 55
		SP:Iteration 19Q (42248.480000 sec): 3 clusters
  Score: Raw -767495.793057 + Penalty 2960.631592 = -764535.161465
  nChanged 52
		SP:Iteration 20F (42248.710000 sec): 3 clusters
  Score: Raw -767512.937828 + Penalty 2960.631592 = -764552.306235
  nChanged 38
		SP:Iteration 21Q (42248.920000 sec): 3 clusters
  Score: Raw -767526.631253 + Penalty 2960.631592 = -764565.999661
  nChanged 36
		SP:Iteration 22Q (42249.130000 sec): 3 clusters
  Score: Raw -767538.837759 + Penalty 2960.631592 = -764578.206167
  nChanged 32
		SP:Iteration 23Q (42249.270000 sec): 3 clusters
  Score: Raw -767552.391958 + Penalty 2960.631592 = -764591.760366
  nChanged 32
		SP:Iteration 24Q (42249.480000 sec): 3 clusters
  Score: Raw -767564.348099 + Penalty 2960.631592 = -764603.716507
  nChanged 37
		SP:Iteration 25Q (42249.690000 sec): 3 clusters
  Score: Raw -767576.360318 + Penalty 2960.631592 = -764615.728726
  nChanged 30
		SP:Iteration 26Q (42249.830000 sec): 3 clusters
  Score: Raw -767586.433613 + Penalty 2960.631592 = -764625.802021
  nChanged 20
		SP:Iteration 27Q (42250.030000 sec): 3 clusters
  Score: Raw -767591.509195 + Penalty 2960.631592 = -764630.877603
  nChanged 11
		SP:Iteration 28Q (42250.250000 sec): 3 clusters
  Score: Raw -767594.247635 + Penalty 2960.631592 = -764633.616043
  nChanged 6
		SP:Iteration 29Q (42250.470000 sec): 3 clusters
  Score: Raw -767595.947226 + Penalty 2960.631592 = -764635.315634
  nChanged 8
		SP:Iteration 30Q (42250.680000 sec): 3 clusters
  Score: Raw -767597.482341 + Penalty 2960.631592 = -764636.850749
  nChanged 7
		SP:Iteration 31Q (42250.890000 sec): 3 clusters
  Score: Raw -767598.997059 + Penalty 2960.631592 = -764638.365467
  nChanged 9
		SP:Iteration 32Q (42251.020000 sec): 3 clusters
  Score: Raw -767601.278145 + Penalty 2960.631592 = -764640.646553
  nChanged 9
		SP:Iteration 33Q (42251.250000 sec): 3 clusters
  Score: Raw -767603.401472 + Penalty 2960.631592 = -764642.769880
  nChanged 10
		SP:Iteration 34Q (42251.430000 sec): 3 clusters
  Score: Raw -767606.157641 + Penalty 2960.631592 = -764645.526049
  nChanged 6
		SP:Iteration 35Q (42251.650000 sec): 3 clusters
  Score: Raw -767607.578678 + Penalty 2960.631592 = -764646.947086
  nChanged 4
		SP:Iteration 36Q (42251.870000 sec): 3 clusters
  Score: Raw -767609.093427 + Penalty 2960.631592 = -764648.461835
  nChanged 8
		SP:Iteration 37Q (42252.080000 sec): 3 clusters
  Score: Raw -767611.498273 + Penalty 2960.631592 = -764650.866681
  nChanged 9
		SP:Iteration 38Q (42252.290000 sec): 3 clusters
  Score: Raw -767613.990838 + Penalty 2960.631592 = -764653.359246
  nChanged 5
		SP:Iteration 39Q (42252.510000 sec): 3 clusters
  Score: Raw -767615.918941 + Penalty 2960.631592 = -764655.287349
  nChanged 4
		SP:Iteration 40F (42252.720000 sec): 3 clusters
  Score: Raw -767617.129131 + Penalty 2960.631592 = -764656.497539
  nChanged 6
		SP:Iteration 41Q (42252.940000 sec): 3 clusters
  Score: Raw -767619.347184 + Penalty 2960.631592 = -764658.715592
  nChanged 9
		SP:Iteration 42Q (42253.150000 sec): 3 clusters
  Score: Raw -767621.950451 + Penalty 2960.631592 = -764661.318859
  nChanged 5
		SP:Iteration 43Q (42253.370000 sec): 3 clusters
  Score: Raw -767623.889958 + Penalty 2960.631592 = -764663.258366
  nChanged 11
		SP:Iteration 44Q (42253.580000 sec): 3 clusters
  Score: Raw -767627.094905 + Penalty 2960.631592 = -764666.463313
  nChanged 9
		SP:Iteration 45Q (42253.790000 sec): 3 clusters
  Score: Raw -767629.167054 + Penalty 2960.631592 = -764668.535462
  nChanged 4
		SP:Iteration 46Q (42253.970000 sec): 3 clusters
  Score: Raw -767629.833923 + Penalty 2960.631592 = -764669.202331
  nChanged 3
		SP:Iteration 47Q (42254.140000 sec): 3 clusters
  Score: Raw -767631.064131 + Penalty 2960.631592 = -764670.432539
  nChanged 4
		SP:Iteration 48Q (42254.320000 sec): 3 clusters
  Score: Raw -767631.855537 + Penalty 2960.631592 = -764671.223945
  nChanged 2
		SP:Iteration 49Q (42254.490000 sec): 3 clusters
  Score: Raw -767632.398533 + Penalty 2960.631592 = -764671.766940
  nChanged 4
		SP:Iteration 50Q (42254.670000 sec): 3 clusters
  Score: Raw -767633.205788 + Penalty 2960.631592 = -764672.574196
  nChanged 3
		SP:Iteration 51Q (42254.850000 sec): 3 clusters
  Score: Raw -767633.861312 + Penalty 2960.631592 = -764673.229720
  nChanged 0
		SP:Iteration 52F (42255.020000 sec): 3 clusters
  Score: Raw -767633.861312 + Penalty 2960.631592 = -764673.229720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42255.130000 sec): 2 clusters
  Score: Raw -298096.488646 + Penalty 1345.821272 = -296750.667374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42255.220000 sec): 3 clusters
  Score: Raw -296146.690996 + Penalty 2691.642544 = -293455.048452
  nChanged 1550
		SP:Iteration 1F (42255.310000 sec): 3 clusters
  Score: Raw -297229.669331 + Penalty 2691.642544 = -294538.026787
  nChanged 376
		SP:Iteration 2F (42255.410000 sec): 3 clusters
  Score: Raw -297568.948781 + Penalty 2691.642544 = -294877.306237
  nChanged 300
		SP:Iteration 3F (42255.510000 sec): 3 clusters
  Score: Raw -297851.408881 + Penalty 2691.642544 = -295159.766337
  nChanged 248
		SP:Iteration 4F (42255.620000 sec): 3 clusters
  Score: Raw -298079.608166 + Penalty 2691.642544 = -295387.965622
  nChanged 183
		SP:Iteration 5Q (42255.790000 sec): 3 clusters
  Score: Raw -298187.408046 + Penalty 2691.642544 = -295495.765502
  nChanged 122
		SP:Iteration 6Q (42255.970000 sec): 3 clusters
  Score: Raw -298258.344740 + Penalty 2691.642544 = -295566.702196
  nChanged 98
		SP:Iteration 7Q (42256.140000 sec): 3 clusters
  Score: Raw -298299.948719 + Penalty 2691.642544 = -295608.306175
  nChanged 68
		SP:Iteration 8Q (42256.310000 sec): 3 clusters
  Score: Raw -298331.273637 + Penalty 2691.642544 = -295639.631092
  nChanged 53
		SP:Iteration 9Q (42256.490000 sec): 3 clusters
  Score: Raw -298352.416680 + Penalty 2691.642544 = -295660.774136
  nChanged 48
		SP:Iteration 10Q (42256.660000 sec): 3 clusters
  Score: Raw -298371.450470 + Penalty 2691.642544 = -295679.807926
  nChanged 45
		SP:Iteration 11Q (42256.830000 sec): 3 clusters
  Score: Raw -298395.164722 + Penalty 2691.642544 = -295703.522177
  nChanged 42
		SP:Iteration 12Q (42257.010000 sec): 3 clusters
  Score: Raw -298411.643076 + Penalty 2691.642544 = -295720.000532
  nChanged 33
		SP:Iteration 13Q (42257.180000 sec): 3 clusters
  Score: Raw -298425.604895 + Penalty 2691.642544 = -295733.962351
  nChanged 26
		SP:Iteration 14Q (42257.350000 sec): 3 clusters
  Score: Raw -298437.592343 + Penalty 2691.642544 = -295745.949799
  nChanged 26
		SP:Iteration 15Q (42257.530000 sec): 3 clusters
  Score: Raw -298448.376094 + Penalty 2691.642544 = -295756.733549
  nChanged 25
		SP:Iteration 16Q (42257.700000 sec): 3 clusters
  Score: Raw -298460.138552 + Penalty 2691.642544 = -295768.496008
  nChanged 20
		SP:Iteration 17Q (42257.870000 sec): 3 clusters
  Score: Raw -298471.747087 + Penalty 2691.642544 = -295780.104543
  nChanged 21
		SP:Iteration 18Q (42258.050000 sec): 3 clusters
  Score: Raw -298479.604497 + Penalty 2691.642544 = -295787.961953
  nChanged 25
		SP:Iteration 19Q (42258.220000 sec): 3 clusters
  Score: Raw -298487.649128 + Penalty 2691.642544 = -295796.006584
  nChanged 12
		SP:Iteration 20F (42258.390000 sec): 3 clusters
  Score: Raw -298491.582221 + Penalty 2691.642544 = -295799.939677
  nChanged 10
		SP:Iteration 21Q (42258.520000 sec): 3 clusters
  Score: Raw -298494.302083 + Penalty 2691.642544 = -295802.659538
  nChanged 11
		SP:Iteration 22Q (42258.650000 sec): 3 clusters
  Score: Raw -298497.964758 + Penalty 2691.642544 = -295806.322214
  nChanged 10
		SP:Iteration 23Q (42258.770000 sec): 3 clusters
  Score: Raw -298500.667315 + Penalty 2691.642544 = -295809.024771
  nChanged 5
		SP:Iteration 24Q (42258.900000 sec): 3 clusters
  Score: Raw -298502.018690 + Penalty 2691.642544 = -295810.376146
  nChanged 7
		SP:Iteration 25Q (42259.030000 sec): 3 clusters
  Score: Raw -298504.551063 + Penalty 2691.642544 = -295812.908519
  nChanged 10
		SP:Iteration 26Q (42259.150000 sec): 3 clusters
  Score: Raw -298507.712427 + Penalty 2691.642544 = -295816.069883
  nChanged 15
		SP:Iteration 27Q (42259.280000 sec): 3 clusters
  Score: Raw -298513.795051 + Penalty 2691.642544 = -295822.152507
  nChanged 13
		SP:Iteration 28Q (42259.440000 sec): 3 clusters
  Score: Raw -298517.708409 + Penalty 2691.642544 = -295826.065864
  nChanged 5
		SP:Iteration 29Q (42259.610000 sec): 3 clusters
  Score: Raw -298520.300470 + Penalty 2691.642544 = -295828.657926
  nChanged 10
		SP:Iteration 30Q (42259.780000 sec): 3 clusters
  Score: Raw -298524.373479 + Penalty 2691.642544 = -295832.730935
  nChanged 6
		SP:Iteration 31Q (42259.960000 sec): 3 clusters
  Score: Raw -298526.875355 + Penalty 2691.642544 = -295835.232811
  nChanged 9
		SP:Iteration 32Q (42260.130000 sec): 3 clusters
  Score: Raw -298530.024976 + Penalty 2691.642544 = -295838.382432
  nChanged 5
		SP:Iteration 33Q (42260.300000 sec): 3 clusters
  Score: Raw -298531.367316 + Penalty 2691.642544 = -295839.724772
  nChanged 7
		SP:Iteration 34Q (42260.480000 sec): 3 clusters
  Score: Raw -298534.732079 + Penalty 2691.642544 = -295843.089535
  nChanged 3
		SP:Iteration 35Q (42260.650000 sec): 3 clusters
  Score: Raw -298536.087837 + Penalty 2691.642544 = -295844.445293
  nChanged 6
		SP:Iteration 36Q (42260.820000 sec): 3 clusters
  Score: Raw -298537.291917 + Penalty 2691.642544 = -295845.649373
  nChanged 7
		SP:Iteration 37Q (42261.000000 sec): 3 clusters
  Score: Raw -298539.676179 + Penalty 2691.642544 = -295848.033635
  nChanged 9
		SP:Iteration 38Q (42261.170000 sec): 3 clusters
  Score: Raw -298542.802212 + Penalty 2691.642544 = -295851.159668
  nChanged 10
		SP:Iteration 39Q (42261.340000 sec): 3 clusters
  Score: Raw -298546.794857 + Penalty 2691.642544 = -295855.152312
  nChanged 10
		SP:Iteration 40F (42261.520000 sec): 3 clusters
  Score: Raw -298550.220139 + Penalty 2691.642544 = -295858.577595
  nChanged 7
		SP:Iteration 41Q (42261.690000 sec): 3 clusters
  Score: Raw -298552.201791 + Penalty 2691.642544 = -295860.559247
  nChanged 6
		SP:Iteration 42Q (42261.860000 sec): 3 clusters
  Score: Raw -298553.539290 + Penalty 2691.642544 = -295861.896746
  nChanged 1
		SP:Iteration 43Q (42262.040000 sec): 3 clusters
  Score: Raw -298553.835243 + Penalty 2691.642544 = -295862.192699
  nChanged 6
		SP:Iteration 44Q (42262.210000 sec): 3 clusters
  Score: Raw -298555.342442 + Penalty 2691.642544 = -295863.699898
  nChanged 7
		SP:Iteration 45Q (42262.380000 sec): 3 clusters
  Score: Raw -298557.415055 + Penalty 2691.642544 = -295865.772511
  nChanged 5
		SP:Iteration 46Q (42262.560000 sec): 3 clusters
  Score: Raw -298559.828587 + Penalty 2691.642544 = -295868.186043
  nChanged 5
		SP:Iteration 47Q (42262.730000 sec): 3 clusters
  Score: Raw -298562.211850 + Penalty 2691.642544 = -295870.569306
  nChanged 10
		SP:Iteration 48Q (42262.910000 sec): 3 clusters
  Score: Raw -298566.003055 + Penalty 2691.642544 = -295874.360511
  nChanged 11
		SP:Iteration 49Q (42263.080000 sec): 3 clusters
  Score: Raw -298568.760503 + Penalty 2691.642544 = -295877.117959
  nChanged 7
		SP:Iteration 50Q (42263.250000 sec): 3 clusters
  Score: Raw -298571.451955 + Penalty 2691.642544 = -295879.809411
  nChanged 5
		SP:Iteration 51Q (42263.430000 sec): 3 clusters
  Score: Raw -298573.750914 + Penalty 2691.642544 = -295882.108370
  nChanged 4
		SP:Iteration 52Q (42263.600000 sec): 3 clusters
  Score: Raw -298574.938080 + Penalty 2691.642544 = -295883.295536
  nChanged 6
		SP:Iteration 53Q (42263.780000 sec): 3 clusters
  Score: Raw -298577.749190 + Penalty 2691.642544 = -295886.106646
  nChanged 8
		SP:Iteration 54Q (42263.950000 sec): 3 clusters
  Score: Raw -298581.517274 + Penalty 2691.642544 = -295889.874730
  nChanged 10
		SP:Iteration 55Q (42264.120000 sec): 3 clusters
  Score: Raw -298583.774783 + Penalty 2691.642544 = -295892.132239
  nChanged 2
		SP:Iteration 56Q (42264.300000 sec): 3 clusters
  Score: Raw -298584.193201 + Penalty 2691.642544 = -295892.550657
  nChanged 3
		SP:Iteration 57Q (42264.470000 sec): 3 clusters
  Score: Raw -298584.948968 + Penalty 2691.642544 = -295893.306424
  nChanged 3
		SP:Iteration 58Q (42264.640000 sec): 3 clusters
  Score: Raw -298585.915005 + Penalty 2691.642544 = -295894.272461
  nChanged 3
		SP:Iteration 59Q (42264.820000 sec): 3 clusters
  Score: Raw -298587.385608 + Penalty 2691.642544 = -295895.743064
  nChanged 2
		SP:Iteration 60F (42265.000000 sec): 3 clusters
  Score: Raw -298587.843381 + Penalty 2691.642544 = -295896.200837
  nChanged 1
		SP:Iteration 61Q (42265.170000 sec): 3 clusters
  Score: Raw -298587.983645 + Penalty 2691.642544 = -295896.341101
  nChanged 0
		SP:Iteration 62F (42265.350000 sec): 3 clusters
  Score: Raw -298587.983645 + Penalty 2691.642544 = -295896.341101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42265.430000 sec): 2 clusters
  Score: Raw -37494.816147 + Penalty 1061.504322 = -36433.311824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42265.600000 sec): 3 clusters
  Score: Raw -37368.769457 + Penalty 2123.008645 = -35245.760812
  nChanged 206
		SP:Iteration 1F (42265.760000 sec): 3 clusters
  Score: Raw -37730.757722 + Penalty 2123.008645 = -35607.749077
  nChanged 72
		SP:Iteration 2F (42265.920000 sec): 3 clusters
  Score: Raw -37864.407282 + Penalty 2123.008645 = -35741.398637
  nChanged 25
		SP:Iteration 3Q (42266.080000 sec): 3 clusters
  Score: Raw -37911.885716 + Penalty 2123.008645 = -35788.877071
  nChanged 12
		SP:Iteration 4Q (42266.240000 sec): 3 clusters
  Score: Raw -37927.787008 + Penalty 2123.008645 = -35804.778363
  nChanged 9
		SP:Iteration 5Q (42266.400000 sec): 3 clusters
  Score: Raw -37939.233306 + Penalty 2123.008645 = -35816.224661
  nChanged 3
		SP:Iteration 6Q (42266.560000 sec): 3 clusters
  Score: Raw -37941.906671 + Penalty 2123.008645 = -35818.898026
  nChanged 1
		SP:Iteration 7Q (42266.720000 sec): 3 clusters
  Score: Raw -37943.007860 + Penalty 2123.008645 = -35819.999215
  nChanged 0
		SP:Iteration 8F (42266.870000 sec): 3 clusters
  Score: Raw -37943.007860 + Penalty 2123.008645 = -35819.999215
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42266.980000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42267.230000 sec): 3 clusters
  Score: Raw -402556.968681 + Penalty 2759.258945 = -399797.709736
  nChanged 1942
		SP:Iteration 1F (42267.400000 sec): 3 clusters
  Score: Raw -403612.665139 + Penalty 2759.258945 = -400853.406194
  nChanged 326
		SP:Iteration 2F (42267.580000 sec): 3 clusters
  Score: Raw -403771.562457 + Penalty 2759.258945 = -401012.303512
  nChanged 236
		SP:Iteration 3Q (42267.760000 sec): 3 clusters
  Score: Raw -403886.079434 + Penalty 2759.258945 = -401126.820489
  nChanged 187
		SP:Iteration 4Q (42267.920000 sec): 3 clusters
  Score: Raw -403965.713348 + Penalty 2759.258945 = -401206.454403
  nChanged 145
		SP:Iteration 5Q (42268.080000 sec): 3 clusters
  Score: Raw -404025.869595 + Penalty 2759.258945 = -401266.610650
  nChanged 131
		SP:Iteration 6Q (42268.260000 sec): 3 clusters
  Score: Raw -404078.361095 + Penalty 2759.258945 = -401319.102150
  nChanged 105
		SP:Iteration 7Q (42268.430000 sec): 3 clusters
  Score: Raw -404128.143953 + Penalty 2759.258945 = -401368.885008
  nChanged 121
		SP:Iteration 8Q (42268.600000 sec): 3 clusters
  Score: Raw -404195.407565 + Penalty 2759.258945 = -401436.148620
  nChanged 118
		SP:Iteration 9Q (42268.810000 sec): 3 clusters
  Score: Raw -404256.743694 + Penalty 2759.258945 = -401497.484749
  nChanged 115
		SP:Iteration 10Q (42268.980000 sec): 3 clusters
  Score: Raw -404315.804146 + Penalty 2759.258945 = -401556.545201
  nChanged 113
		SP:Iteration 11Q (42269.170000 sec): 3 clusters
  Score: Raw -404373.195765 + Penalty 2759.258945 = -401613.936820
  nChanged 111
		SP:Iteration 12Q (42269.330000 sec): 3 clusters
  Score: Raw -404437.192330 + Penalty 2759.258945 = -401677.933385
  nChanged 99
		SP:Iteration 13Q (42269.510000 sec): 3 clusters
  Score: Raw -404504.518904 + Penalty 2759.258945 = -401745.259959
  nChanged 130
		SP:Iteration 14Q (42269.680000 sec): 3 clusters
  Score: Raw -404589.711955 + Penalty 2759.258945 = -401830.453010
  nChanged 130
		SP:Iteration 15Q (42269.860000 sec): 3 clusters
  Score: Raw -404680.295247 + Penalty 2759.258945 = -401921.036302
  nChanged 126
		SP:Iteration 16Q (42270.030000 sec): 3 clusters
  Score: Raw -404790.913248 + Penalty 2759.258945 = -402031.654303
  nChanged 133
		SP:Iteration 17Q (42270.210000 sec): 3 clusters
  Score: Raw -404945.462468 + Penalty 2759.258945 = -402186.203523
  nChanged 127
		SP:Iteration 18Q (42270.380000 sec): 3 clusters
  Score: Raw -405083.271568 + Penalty 2759.258945 = -402324.012623
  nChanged 107
		SP:Iteration 19Q (42270.550000 sec): 3 clusters
  Score: Raw -405193.328103 + Penalty 2759.258945 = -402434.069158
  nChanged 96
		SP:Iteration 20F (42270.730000 sec): 3 clusters
  Score: Raw -405254.623638 + Penalty 2759.258945 = -402495.364693
  nChanged 67
		SP:Iteration 21Q (42270.900000 sec): 3 clusters
  Score: Raw -405293.076876 + Penalty 2759.258945 = -402533.817931
  nChanged 56
		SP:Iteration 22Q (42271.070000 sec): 3 clusters
  Score: Raw -405318.715665 + Penalty 2759.258945 = -402559.456720
  nChanged 52
		SP:Iteration 23Q (42271.240000 sec): 3 clusters
  Score: Raw -405345.258615 + Penalty 2759.258945 = -402585.999670
  nChanged 51
		SP:Iteration 24Q (42271.400000 sec): 3 clusters
  Score: Raw -405369.041947 + Penalty 2759.258945 = -402609.783002
  nChanged 40
		SP:Iteration 25Q (42271.560000 sec): 3 clusters
  Score: Raw -405385.272142 + Penalty 2759.258945 = -402626.013197
  nChanged 28
		SP:Iteration 26Q (42271.720000 sec): 3 clusters
  Score: Raw -405398.971094 + Penalty 2759.258945 = -402639.712149
  nChanged 11
		SP:Iteration 27Q (42271.880000 sec): 3 clusters
  Score: Raw -405403.023669 + Penalty 2759.258945 = -402643.764724
  nChanged 17
		SP:Iteration 28Q (42272.040000 sec): 3 clusters
  Score: Raw -405407.958456 + Penalty 2759.258945 = -402648.699511
  nChanged 9
		SP:Iteration 29Q (42272.200000 sec): 3 clusters
  Score: Raw -405410.289022 + Penalty 2759.258945 = -402651.030077
  nChanged 8
		SP:Iteration 30Q (42272.360000 sec): 3 clusters
  Score: Raw -405412.680892 + Penalty 2759.258945 = -402653.421947
  nChanged 6
		SP:Iteration 31Q (42272.520000 sec): 3 clusters
  Score: Raw -405415.043340 + Penalty 2759.258945 = -402655.784395
  nChanged 10
		SP:Iteration 32Q (42272.680000 sec): 3 clusters
  Score: Raw -405419.168677 + Penalty 2759.258945 = -402659.909732
  nChanged 6
		SP:Iteration 33Q (42272.840000 sec): 3 clusters
  Score: Raw -405420.976540 + Penalty 2759.258945 = -402661.717595
  nChanged 9
		SP:Iteration 34Q (42273.000000 sec): 3 clusters
  Score: Raw -405423.595544 + Penalty 2759.258945 = -402664.336599
  nChanged 10
		SP:Iteration 35Q (42273.160000 sec): 3 clusters
  Score: Raw -405425.936506 + Penalty 2759.258945 = -402666.677561
  nChanged 4
		SP:Iteration 36Q (42273.320000 sec): 3 clusters
  Score: Raw -405426.862709 + Penalty 2759.258945 = -402667.603764
  nChanged 4
		SP:Iteration 37Q (42273.470000 sec): 3 clusters
  Score: Raw -405427.854570 + Penalty 2759.258945 = -402668.595625
  nChanged 5
		SP:Iteration 38Q (42273.630000 sec): 3 clusters
  Score: Raw -405429.487744 + Penalty 2759.258945 = -402670.228799
  nChanged 7
		SP:Iteration 39Q (42273.790000 sec): 3 clusters
  Score: Raw -405431.941375 + Penalty 2759.258945 = -402672.682430
  nChanged 7
		SP:Iteration 40F (42273.950000 sec): 3 clusters
  Score: Raw -405433.694637 + Penalty 2759.258945 = -402674.435692
  nChanged 2
		SP:Iteration 41Q (42274.110000 sec): 3 clusters
  Score: Raw -405434.093290 + Penalty 2759.258945 = -402674.834345
  nChanged 1
		SP:Iteration 42Q (42274.270000 sec): 3 clusters
  Score: Raw -405434.220737 + Penalty 2759.258945 = -402674.961792
  nChanged 0
		SP:Iteration 43F (42274.430000 sec): 3 clusters
  Score: Raw -405434.220737 + Penalty 2759.258945 = -402674.961792
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42274.600000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42274.840000 sec): 3 clusters
  Score: Raw -1111599.730682 + Penalty 3097.283260 = -1108502.447423
  nChanged 6043
		SP:Iteration 1F (42275.130000 sec): 3 clusters
  Score: Raw -1114818.662503 + Penalty 3097.283260 = -1111721.379244
  nChanged 676
		SP:Iteration 2Q (42275.460000 sec): 3 clusters
  Score: Raw -1115029.847596 + Penalty 3097.283260 = -1111932.564336
  nChanged 550
		SP:Iteration 3Q (42275.780000 sec): 3 clusters
  Score: Raw -1115197.250153 + Penalty 3097.283260 = -1112099.966893
  nChanged 469
		SP:Iteration 4Q (42276.060000 sec): 3 clusters
  Score: Raw -1115333.650785 + Penalty 3097.283260 = -1112236.367525
  nChanged 398
		SP:Iteration 5Q (42276.330000 sec): 3 clusters
  Score: Raw -1115450.390953 + Penalty 3097.283260 = -1112353.107693
  nChanged 375
		SP:Iteration 6Q (42276.600000 sec): 3 clusters
  Score: Raw -1115563.851280 + Penalty 3097.283260 = -1112466.568020
  nChanged 384
		SP:Iteration 7Q (42276.880000 sec): 3 clusters
  Score: Raw -1115696.290962 + Penalty 3097.283260 = -1112599.007702
  nChanged 478
		SP:Iteration 8Q (42277.160000 sec): 3 clusters
  Score: Raw -1115900.398800 + Penalty 3097.283260 = -1112803.115541
  nChanged 547
		SP:Iteration 9Q (42277.420000 sec): 3 clusters
  Score: Raw -1116174.972655 + Penalty 3097.283260 = -1113077.689395
  nChanged 706
		SP:Iteration 10F (42277.690000 sec): 3 clusters
  Score: Raw -1116626.581424 + Penalty 3097.283260 = -1113529.298164
  nChanged 842
		SP:Iteration 11F (42277.950000 sec): 3 clusters
  Score: Raw -1117225.572136 + Penalty 3097.283260 = -1114128.288876
  nChanged 857
		SP:Iteration 12F (42278.220000 sec): 3 clusters
  Score: Raw -1117917.949665 + Penalty 3097.283260 = -1114820.666405
  nChanged 741
		SP:Iteration 13F (42278.470000 sec): 3 clusters
  Score: Raw -1118532.625400 + Penalty 3097.283260 = -1115435.342140
  nChanged 551
		SP:Iteration 14Q (42278.740000 sec): 3 clusters
  Score: Raw -1119007.562789 + Penalty 3097.283260 = -1115910.279529
  nChanged 375
		SP:Iteration 15Q (42279.040000 sec): 3 clusters
  Score: Raw -1119346.389570 + Penalty 3097.283260 = -1116249.106310
  nChanged 206
		SP:Iteration 16Q (42279.300000 sec): 3 clusters
  Score: Raw -1119533.288954 + Penalty 3097.283260 = -1116436.005695
  nChanged 94
		SP:Iteration 17Q (42279.550000 sec): 3 clusters
  Score: Raw -1119634.422544 + Penalty 3097.283260 = -1116537.139284
  nChanged 48
		SP:Iteration 18Q (42279.780000 sec): 3 clusters
  Score: Raw -1119687.562214 + Penalty 3097.283260 = -1116590.278954
  nChanged 32
		SP:Iteration 19Q (42279.990000 sec): 3 clusters
  Score: Raw -1119731.779527 + Penalty 3097.283260 = -1116634.496267
  nChanged 19
		SP:Iteration 20F (42280.280000 sec): 3 clusters
  Score: Raw -1119761.344517 + Penalty 3097.283260 = -1116664.061257
  nChanged 14
		SP:Iteration 21Q (42280.520000 sec): 3 clusters
  Score: Raw -1119780.663554 + Penalty 3097.283260 = -1116683.380294
  nChanged 7
		SP:Iteration 22Q (42280.770000 sec): 3 clusters
  Score: Raw -1119787.738451 + Penalty 3097.283260 = -1116690.455191
  nChanged 2
		SP:Iteration 23Q (42281.000000 sec): 3 clusters
  Score: Raw -1119789.059476 + Penalty 3097.283260 = -1116691.776216
  nChanged 1
		SP:Iteration 24Q (42281.290000 sec): 3 clusters
  Score: Raw -1119790.105191 + Penalty 3097.283260 = -1116692.821931
  nChanged 0
		SP:Iteration 25F (42281.580000 sec): 3 clusters
  Score: Raw -1119790.105191 + Penalty 3097.283260 = -1116692.821931
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42281.650000 sec): 2 clusters
  Score: Raw -83390.739037 + Penalty 1158.510852 = -82232.228186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42281.830000 sec): 3 clusters
  Score: Raw -83002.169874 + Penalty 2317.021703 = -80685.148171
  nChanged 406
		SP:Iteration 1F (42282.000000 sec): 3 clusters
  Score: Raw -83395.576083 + Penalty 2317.021703 = -81078.554380
  nChanged 121
		SP:Iteration 2F (42282.180000 sec): 3 clusters
  Score: Raw -83540.307971 + Penalty 2317.021703 = -81223.286268
  nChanged 75
		SP:Iteration 3F (42282.360000 sec): 3 clusters
  Score: Raw -83644.196165 + Penalty 2317.021703 = -81327.174462
  nChanged 56
		SP:Iteration 4Q (42282.530000 sec): 3 clusters
  Score: Raw -83693.819512 + Penalty 2317.021703 = -81376.797809
  nChanged 34
		SP:Iteration 5Q (42282.710000 sec): 3 clusters
  Score: Raw -83725.798926 + Penalty 2317.021703 = -81408.777222
  nChanged 31
		SP:Iteration 6Q (42282.880000 sec): 3 clusters
  Score: Raw -83768.684367 + Penalty 2317.021703 = -81451.662664
  nChanged 33
		SP:Iteration 7Q (42283.060000 sec): 3 clusters
  Score: Raw -83809.247573 + Penalty 2317.021703 = -81492.225869
  nChanged 31
		SP:Iteration 8Q (42283.240000 sec): 3 clusters
  Score: Raw -83846.655549 + Penalty 2317.021703 = -81529.633845
  nChanged 18
		SP:Iteration 9Q (42283.410000 sec): 3 clusters
  Score: Raw -83864.745377 + Penalty 2317.021703 = -81547.723674
  nChanged 19
		SP:Iteration 10Q (42283.590000 sec): 3 clusters
  Score: Raw -83889.014762 + Penalty 2317.021703 = -81571.993059
  nChanged 21
		SP:Iteration 11Q (42283.760000 sec): 3 clusters
  Score: Raw -83910.362686 + Penalty 2317.021703 = -81593.340983
  nChanged 18
		SP:Iteration 12Q (42283.950000 sec): 3 clusters
  Score: Raw -83931.825096 + Penalty 2317.021703 = -81614.803393
  nChanged 13
		SP:Iteration 13Q (42284.110000 sec): 3 clusters
  Score: Raw -83946.408378 + Penalty 2317.021703 = -81629.386674
  nChanged 15
		SP:Iteration 14Q (42284.280000 sec): 3 clusters
  Score: Raw -83959.415042 + Penalty 2317.021703 = -81642.393338
  nChanged 9
		SP:Iteration 15Q (42284.460000 sec): 3 clusters
  Score: Raw -83967.630822 + Penalty 2317.021703 = -81650.609118
  nChanged 4
		SP:Iteration 16Q (42284.630000 sec): 3 clusters
  Score: Raw -83972.509783 + Penalty 2317.021703 = -81655.488080
  nChanged 1
		SP:Iteration 17Q (42284.800000 sec): 3 clusters
  Score: Raw -83974.105599 + Penalty 2317.021703 = -81657.083895
  nChanged 2
		SP:Iteration 18Q (42284.980000 sec): 3 clusters
  Score: Raw -83974.724193 + Penalty 2317.021703 = -81657.702490
  nChanged 2
		SP:Iteration 19Q (42285.160000 sec): 3 clusters
  Score: Raw -83976.654699 + Penalty 2317.021703 = -81659.632996
  nChanged 1
		SP:Iteration 20F (42285.330000 sec): 3 clusters
  Score: Raw -83977.403213 + Penalty 2317.021703 = -81660.381509
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42285.410000 sec): 2 clusters
  Score: Raw -187152.097444 + Penalty 1265.853641 = -185886.243804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42285.580000 sec): 3 clusters
  Score: Raw -186089.064633 + Penalty 2531.707282 = -183557.357351
  nChanged 876
		SP:Iteration 1F (42285.760000 sec): 3 clusters
  Score: Raw -186609.275337 + Penalty 2531.707282 = -184077.568056
  nChanged 183
		SP:Iteration 2F (42285.940000 sec): 3 clusters
  Score: Raw -186731.699927 + Penalty 2531.707282 = -184199.992646
  nChanged 124
		SP:Iteration 3F (42286.110000 sec): 3 clusters
  Score: Raw -186813.035568 + Penalty 2531.707282 = -184281.328286
  nChanged 98
		SP:Iteration 4Q (42286.290000 sec): 3 clusters
  Score: Raw -186880.862244 + Penalty 2531.707282 = -184349.154962
  nChanged 92
		SP:Iteration 5Q (42286.460000 sec): 3 clusters
  Score: Raw -186948.257825 + Penalty 2531.707282 = -184416.550543
  nChanged 71
		SP:Iteration 6Q (42286.640000 sec): 3 clusters
  Score: Raw -186990.118024 + Penalty 2531.707282 = -184458.410743
  nChanged 58
		SP:Iteration 7Q (42286.820000 sec): 3 clusters
  Score: Raw -187026.266754 + Penalty 2531.707282 = -184494.559472
  nChanged 55
		SP:Iteration 8Q (42286.990000 sec): 3 clusters
  Score: Raw -187054.258959 + Penalty 2531.707282 = -184522.551677
  nChanged 49
		SP:Iteration 9Q (42287.170000 sec): 3 clusters
  Score: Raw -187078.100462 + Penalty 2531.707282 = -184546.393180
  nChanged 45
		SP:Iteration 10Q (42287.340000 sec): 3 clusters
  Score: Raw -187103.639751 + Penalty 2531.707282 = -184571.932469
  nChanged 39
		SP:Iteration 11Q (42287.520000 sec): 3 clusters
  Score: Raw -187124.461542 + Penalty 2531.707282 = -184592.754260
  nChanged 35
		SP:Iteration 12Q (42287.700000 sec): 3 clusters
  Score: Raw -187141.990914 + Penalty 2531.707282 = -184610.283632
  nChanged 25
		SP:Iteration 13Q (42287.870000 sec): 3 clusters
  Score: Raw -187155.248191 + Penalty 2531.707282 = -184623.540909
  nChanged 32
		SP:Iteration 14Q (42288.050000 sec): 3 clusters
  Score: Raw -187170.630618 + Penalty 2531.707282 = -184638.923336
  nChanged 30
		SP:Iteration 15Q (42288.220000 sec): 3 clusters
  Score: Raw -187183.536763 + Penalty 2531.707282 = -184651.829481
  nChanged 29
		SP:Iteration 16Q (42288.400000 sec): 3 clusters
  Score: Raw -187198.523835 + Penalty 2531.707282 = -184666.816554
  nChanged 29
		SP:Iteration 17Q (42288.580000 sec): 3 clusters
  Score: Raw -187217.452626 + Penalty 2531.707282 = -184685.745345
  nChanged 20
		SP:Iteration 18Q (42288.750000 sec): 3 clusters
  Score: Raw -187225.810346 + Penalty 2531.707282 = -184694.103064
  nChanged 16
		SP:Iteration 19Q (42288.930000 sec): 3 clusters
  Score: Raw -187231.555506 + Penalty 2531.707282 = -184699.848224
  nChanged 12
		SP:Iteration 20F (42289.100000 sec): 3 clusters
  Score: Raw -187237.291078 + Penalty 2531.707282 = -184705.583797
  nChanged 14
		SP:Iteration 21Q (42289.280000 sec): 3 clusters
  Score: Raw -187245.975648 + Penalty 2531.707282 = -184714.268366
  nChanged 12
		SP:Iteration 22Q (42289.460000 sec): 3 clusters
  Score: Raw -187252.228518 + Penalty 2531.707282 = -184720.521236
  nChanged 11
		SP:Iteration 23Q (42289.630000 sec): 3 clusters
  Score: Raw -187258.244409 + Penalty 2531.707282 = -184726.537127
  nChanged 9
		SP:Iteration 24Q (42289.800000 sec): 3 clusters
  Score: Raw -187262.242715 + Penalty 2531.707282 = -184730.535433
  nChanged 11
		SP:Iteration 25Q (42289.980000 sec): 3 clusters
  Score: Raw -187267.635836 + Penalty 2531.707282 = -184735.928554
  nChanged 8
		SP:Iteration 26Q (42290.140000 sec): 3 clusters
  Score: Raw -187271.142251 + Penalty 2531.707282 = -184739.434969
  nChanged 5
		SP:Iteration 27Q (42290.300000 sec): 3 clusters
  Score: Raw -187273.308405 + Penalty 2531.707282 = -184741.601123
  nChanged 7
		SP:Iteration 28Q (42290.460000 sec): 3 clusters
  Score: Raw -187276.719680 + Penalty 2531.707282 = -184745.012399
  nChanged 8
		SP:Iteration 29Q (42290.640000 sec): 3 clusters
  Score: Raw -187279.510197 + Penalty 2531.707282 = -184747.802916
  nChanged 6
		SP:Iteration 30Q (42290.820000 sec): 3 clusters
  Score: Raw -187281.696885 + Penalty 2531.707282 = -184749.989603
  nChanged 7
		SP:Iteration 31Q (42290.970000 sec): 3 clusters
  Score: Raw -187284.657883 + Penalty 2531.707282 = -184752.950601
  nChanged 5
		SP:Iteration 32Q (42291.080000 sec): 3 clusters
  Score: Raw -187287.534692 + Penalty 2531.707282 = -184755.827411
  nChanged 12
		SP:Iteration 33Q (42291.240000 sec): 3 clusters
  Score: Raw -187291.447487 + Penalty 2531.707282 = -184759.740205
  nChanged 11
		SP:Iteration 34Q (42291.400000 sec): 3 clusters
  Score: Raw -187297.201861 + Penalty 2531.707282 = -184765.494579
  nChanged 12
		SP:Iteration 35Q (42291.570000 sec): 3 clusters
  Score: Raw -187302.633224 + Penalty 2531.707282 = -184770.925943
  nChanged 11
		SP:Iteration 36Q (42291.730000 sec): 3 clusters
  Score: Raw -187308.755240 + Penalty 2531.707282 = -184777.047958
  nChanged 13
		SP:Iteration 37Q (42291.890000 sec): 3 clusters
  Score: Raw -187314.513921 + Penalty 2531.707282 = -184782.806640
  nChanged 5
		SP:Iteration 38Q (42292.050000 sec): 3 clusters
  Score: Raw -187316.607403 + Penalty 2531.707282 = -184784.900121
  nChanged 5
		SP:Iteration 39Q (42292.210000 sec): 3 clusters
  Score: Raw -187319.896991 + Penalty 2531.707282 = -184788.189709
  nChanged 3
		SP:Iteration 40F (42292.370000 sec): 3 clusters
  Score: Raw -187321.372036 + Penalty 2531.707282 = -184789.664754
  nChanged 3
		SP:Iteration 41Q (42292.540000 sec): 3 clusters
  Score: Raw -187322.177418 + Penalty 2531.707282 = -184790.470136
  nChanged 1
		SP:Iteration 42Q (42292.700000 sec): 3 clusters
  Score: Raw -187322.482621 + Penalty 2531.707282 = -184790.775340
  nChanged 2
		SP:Iteration 43Q (42292.860000 sec): 3 clusters
  Score: Raw -187322.934941 + Penalty 2531.707282 = -184791.227659
  nChanged 2
		SP:Iteration 44Q (42293.020000 sec): 3 clusters
  Score: Raw -187324.436451 + Penalty 2531.707282 = -184792.729169
  nChanged 4
		SP:Iteration 45Q (42293.180000 sec): 3 clusters
  Score: Raw -187326.146265 + Penalty 2531.707282 = -184794.438984
  nChanged 0
		SP:Iteration 46F (42293.350000 sec): 3 clusters
  Score: Raw -187326.146265 + Penalty 2531.707282 = -184794.438984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42293.430000 sec): 2 clusters
  Score: Raw -131936.493599 + Penalty 1227.919545 = -130708.574054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42293.590000 sec): 3 clusters
  Score: Raw -131119.546179 + Penalty 2455.839090 = -128663.707089
  nChanged 688
		SP:Iteration 1F (42293.750000 sec): 3 clusters
  Score: Raw -131691.144401 + Penalty 2455.839090 = -129235.305311
  nChanged 199
		SP:Iteration 2F (42293.910000 sec): 3 clusters
  Score: Raw -131964.976430 + Penalty 2455.839090 = -129509.137340
  nChanged 137
		SP:Iteration 3F (42294.070000 sec): 3 clusters
  Score: Raw -132105.351214 + Penalty 2455.839090 = -129649.512124
  nChanged 88
		SP:Iteration 4Q (42294.230000 sec): 3 clusters
  Score: Raw -132203.010203 + Penalty 2455.839090 = -129747.171113
  nChanged 81
		SP:Iteration 5Q (42294.390000 sec): 3 clusters
  Score: Raw -132298.286141 + Penalty 2455.839090 = -129842.447051
  nChanged 58
		SP:Iteration 6Q (42294.550000 sec): 3 clusters
  Score: Raw -132351.532479 + Penalty 2455.839090 = -129895.693389
  nChanged 55
		SP:Iteration 7Q (42294.720000 sec): 3 clusters
  Score: Raw -132404.170492 + Penalty 2455.839090 = -129948.331402
  nChanged 45
		SP:Iteration 8Q (42294.880000 sec): 3 clusters
  Score: Raw -132445.473984 + Penalty 2455.839090 = -129989.634894
  nChanged 35
		SP:Iteration 9Q (42295.040000 sec): 3 clusters
  Score: Raw -132484.003165 + Penalty 2455.839090 = -130028.164074
  nChanged 29
		SP:Iteration 10Q (42295.200000 sec): 3 clusters
  Score: Raw -132520.186053 + Penalty 2455.839090 = -130064.346963
  nChanged 36
		SP:Iteration 11Q (42295.360000 sec): 3 clusters
  Score: Raw -132560.278980 + Penalty 2455.839090 = -130104.439890
  nChanged 41
		SP:Iteration 12Q (42295.520000 sec): 3 clusters
  Score: Raw -132599.462053 + Penalty 2455.839090 = -130143.622963
  nChanged 40
		SP:Iteration 13Q (42295.680000 sec): 3 clusters
  Score: Raw -132635.067555 + Penalty 2455.839090 = -130179.228465
  nChanged 31
		SP:Iteration 14Q (42295.840000 sec): 3 clusters
  Score: Raw -132661.518352 + Penalty 2455.839090 = -130205.679262
  nChanged 23
		SP:Iteration 15Q (42296.000000 sec): 3 clusters
  Score: Raw -132679.893020 + Penalty 2455.839090 = -130224.053930
  nChanged 16
		SP:Iteration 16Q (42296.160000 sec): 3 clusters
  Score: Raw -132691.334902 + Penalty 2455.839090 = -130235.495812
  nChanged 15
		SP:Iteration 17Q (42296.330000 sec): 3 clusters
  Score: Raw -132699.609966 + Penalty 2455.839090 = -130243.770876
  nChanged 11
		SP:Iteration 18Q (42296.490000 sec): 3 clusters
  Score: Raw -132705.034366 + Penalty 2455.839090 = -130249.195276
  nChanged 11
		SP:Iteration 19Q (42296.650000 sec): 3 clusters
  Score: Raw -132709.575165 + Penalty 2455.839090 = -130253.736075
  nChanged 7
		SP:Iteration 20F (42296.810000 sec): 3 clusters
  Score: Raw -132712.913380 + Penalty 2455.839090 = -130257.074290
  nChanged 7
		SP:Iteration 21Q (42296.970000 sec): 3 clusters
  Score: Raw -132718.580891 + Penalty 2455.839090 = -130262.741801
  nChanged 12
		SP:Iteration 22Q (42297.130000 sec): 3 clusters
  Score: Raw -132730.004302 + Penalty 2455.839090 = -130274.165212
  nChanged 18
		SP:Iteration 23Q (42297.290000 sec): 3 clusters
  Score: Raw -132749.803560 + Penalty 2455.839090 = -130293.964470
  nChanged 21
		SP:Iteration 24Q (42297.450000 sec): 3 clusters
  Score: Raw -132766.306375 + Penalty 2455.839090 = -130310.467285
  nChanged 25
		SP:Iteration 25Q (42297.610000 sec): 3 clusters
  Score: Raw -132787.740760 + Penalty 2455.839090 = -130331.901670
  nChanged 27
		SP:Iteration 26Q (42297.770000 sec): 3 clusters
  Score: Raw -132812.897754 + Penalty 2455.839090 = -130357.058664
  nChanged 31
		SP:Iteration 27Q (42297.930000 sec): 3 clusters
  Score: Raw -132832.393421 + Penalty 2455.839090 = -130376.554331
  nChanged 16
		SP:Iteration 28Q (42298.090000 sec): 3 clusters
  Score: Raw -132845.759677 + Penalty 2455.839090 = -130389.920587
  nChanged 12
		SP:Iteration 29Q (42298.250000 sec): 3 clusters
  Score: Raw -132857.970593 + Penalty 2455.839090 = -130402.131502
  nChanged 16
		SP:Iteration 30Q (42298.410000 sec): 3 clusters
  Score: Raw -132872.101689 + Penalty 2455.839090 = -130416.262599
  nChanged 12
		SP:Iteration 31Q (42298.580000 sec): 3 clusters
  Score: Raw -132885.046064 + Penalty 2455.839090 = -130429.206974
  nChanged 12
		SP:Iteration 32Q (42298.740000 sec): 3 clusters
  Score: Raw -132893.444244 + Penalty 2455.839090 = -130437.605154
  nChanged 10
		SP:Iteration 33Q (42298.900000 sec): 3 clusters
  Score: Raw -132900.242734 + Penalty 2455.839090 = -130444.403644
  nChanged 6
		SP:Iteration 34Q (42299.070000 sec): 3 clusters
  Score: Raw -132902.733552 + Penalty 2455.839090 = -130446.894462
  nChanged 3
		SP:Iteration 35Q (42299.240000 sec): 3 clusters
  Score: Raw -132904.673487 + Penalty 2455.839090 = -130448.834397
  nChanged 4
		SP:Iteration 36Q (42299.420000 sec): 3 clusters
  Score: Raw -132906.368915 + Penalty 2455.839090 = -130450.529825
  nChanged 5
		SP:Iteration 37Q (42299.590000 sec): 3 clusters
  Score: Raw -132909.079996 + Penalty 2455.839090 = -130453.240906
  nChanged 5
		SP:Iteration 38Q (42299.780000 sec): 3 clusters
  Score: Raw -132912.372369 + Penalty 2455.839090 = -130456.533279
  nChanged 6
		SP:Iteration 39Q (42299.940000 sec): 3 clusters
  Score: Raw -132915.721995 + Penalty 2455.839090 = -130459.882905
  nChanged 3
		SP:Iteration 40F (42300.110000 sec): 3 clusters
  Score: Raw -132917.105039 + Penalty 2455.839090 = -130461.265949
  nChanged 4
		SP:Iteration 41Q (42300.280000 sec): 3 clusters
  Score: Raw -132919.103856 + Penalty 2455.839090 = -130463.264766
  nChanged 8
		SP:Iteration 42Q (42300.460000 sec): 3 clusters
  Score: Raw -132924.837352 + Penalty 2455.839090 = -130468.998262
  nChanged 2
		SP:Iteration 43Q (42300.620000 sec): 3 clusters
  Score: Raw -132925.255444 + Penalty 2455.839090 = -130469.416353
  nChanged 1
		SP:Iteration 44Q (42300.800000 sec): 3 clusters
  Score: Raw -132925.520757 + Penalty 2455.839090 = -130469.681667
  nChanged 1
		SP:Iteration 45Q (42300.970000 sec): 3 clusters
  Score: Raw -132926.214995 + Penalty 2455.839090 = -130470.375904
  nChanged 0
		SP:Iteration 46F (42301.150000 sec): 3 clusters
  Score: Raw -132926.214995 + Penalty 2455.839090 = -130470.375904
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42301.230000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42301.400000 sec): 3 clusters
  Score: Raw -356972.388248 + Penalty 2743.662518 = -354228.725730
  nChanged 1840
		SP:Iteration 1F (42301.580000 sec): 3 clusters
  Score: Raw -358002.852816 + Penalty 2743.662518 = -355259.190298
  nChanged 323
		SP:Iteration 2F (42301.750000 sec): 3 clusters
  Score: Raw -358165.295345 + Penalty 2743.662518 = -355421.632827
  nChanged 220
		SP:Iteration 3Q (42301.920000 sec): 3 clusters
  Score: Raw -358287.291611 + Penalty 2743.662518 = -355543.629092
  nChanged 204
		SP:Iteration 4Q (42302.090000 sec): 3 clusters
  Score: Raw -358389.007925 + Penalty 2743.662518 = -355645.345407
  nChanged 177
		SP:Iteration 5Q (42302.250000 sec): 3 clusters
  Score: Raw -358495.396376 + Penalty 2743.662518 = -355751.733858
  nChanged 209
		SP:Iteration 6Q (42302.460000 sec): 3 clusters
  Score: Raw -358637.031804 + Penalty 2743.662518 = -355893.369286
  nChanged 222
		SP:Iteration 7Q (42302.640000 sec): 3 clusters
  Score: Raw -358786.286374 + Penalty 2743.662518 = -356042.623856
  nChanged 213
		SP:Iteration 8Q (42302.830000 sec): 3 clusters
  Score: Raw -358919.504374 + Penalty 2743.662518 = -356175.841855
  nChanged 180
		SP:Iteration 9Q (42303.000000 sec): 3 clusters
  Score: Raw -359043.702561 + Penalty 2743.662518 = -356300.040043
  nChanged 187
		SP:Iteration 10Q (42303.200000 sec): 3 clusters
  Score: Raw -359172.526194 + Penalty 2743.662518 = -356428.863675
  nChanged 186
		SP:Iteration 11Q (42303.370000 sec): 3 clusters
  Score: Raw -359289.566985 + Penalty 2743.662518 = -356545.904467
  nChanged 153
		SP:Iteration 12Q (42303.520000 sec): 3 clusters
  Score: Raw -359380.400745 + Penalty 2743.662518 = -356636.738227
  nChanged 122
		SP:Iteration 13Q (42303.660000 sec): 3 clusters
  Score: Raw -359440.739781 + Penalty 2743.662518 = -356697.077263
  nChanged 96
		SP:Iteration 14Q (42303.810000 sec): 3 clusters
  Score: Raw -359482.745629 + Penalty 2743.662518 = -356739.083111
  nChanged 77
		SP:Iteration 15Q (42303.920000 sec): 3 clusters
  Score: Raw -359514.908041 + Penalty 2743.662518 = -356771.245522
  nChanged 64
		SP:Iteration 16Q (42304.070000 sec): 3 clusters
  Score: Raw -359539.967537 + Penalty 2743.662518 = -356796.305019
  nChanged 58
		SP:Iteration 17Q (42304.220000 sec): 3 clusters
  Score: Raw -359558.388904 + Penalty 2743.662518 = -356814.726386
  nChanged 36
		SP:Iteration 18Q (42304.360000 sec): 3 clusters
  Score: Raw -359570.623643 + Penalty 2743.662518 = -356826.961125
  nChanged 40
		SP:Iteration 19Q (42304.500000 sec): 3 clusters
  Score: Raw -359581.733905 + Penalty 2743.662518 = -356838.071386
  nChanged 33
		SP:Iteration 20F (42304.650000 sec): 3 clusters
  Score: Raw -359592.428271 + Penalty 2743.662518 = -356848.765753
  nChanged 27
		SP:Iteration 21Q (42304.790000 sec): 3 clusters
  Score: Raw -359599.204385 + Penalty 2743.662518 = -356855.541866
  nChanged 21
		SP:Iteration 22Q (42304.940000 sec): 3 clusters
  Score: Raw -359605.516845 + Penalty 2743.662518 = -356861.854327
  nChanged 23
		SP:Iteration 23Q (42305.100000 sec): 3 clusters
  Score: Raw -359611.327696 + Penalty 2743.662518 = -356867.665177
  nChanged 16
		SP:Iteration 24Q (42305.260000 sec): 3 clusters
  Score: Raw -359614.146045 + Penalty 2743.662518 = -356870.483527
  nChanged 11
		SP:Iteration 25Q (42305.420000 sec): 3 clusters
  Score: Raw -359616.991885 + Penalty 2743.662518 = -356873.329367
  nChanged 8
		SP:Iteration 26Q (42305.580000 sec): 3 clusters
  Score: Raw -359618.487759 + Penalty 2743.662518 = -356874.825241
  nChanged 6
		SP:Iteration 27Q (42305.740000 sec): 3 clusters
  Score: Raw -359619.548666 + Penalty 2743.662518 = -356875.886148
  nChanged 3
		SP:Iteration 28Q (42305.890000 sec): 3 clusters
  Score: Raw -359620.188149 + Penalty 2743.662518 = -356876.525631
  nChanged 3
		SP:Iteration 29Q (42306.100000 sec): 3 clusters
  Score: Raw -359621.218417 + Penalty 2743.662518 = -356877.555899
  nChanged 3
		SP:Iteration 30Q (42306.240000 sec): 3 clusters
  Score: Raw -359621.906621 + Penalty 2743.662518 = -356878.244102
  nChanged 2
		SP:Iteration 31Q (42306.450000 sec): 3 clusters
  Score: Raw -359622.196064 + Penalty 2743.662518 = -356878.533546
  nChanged 2
		SP:Iteration 32Q (42306.640000 sec): 3 clusters
  Score: Raw -359623.038026 + Penalty 2743.662518 = -356879.375508
  nChanged 2
		SP:Iteration 33Q (42306.760000 sec): 3 clusters
  Score: Raw -359623.746779 + Penalty 2743.662518 = -356880.084260
  nChanged 2
		SP:Iteration 34Q (42306.910000 sec): 3 clusters
  Score: Raw -359624.145397 + Penalty 2743.662518 = -356880.482878
  nChanged 2
		SP:Iteration 35Q (42307.070000 sec): 3 clusters
  Score: Raw -359624.375689 + Penalty 2743.662518 = -356880.713171
  nChanged 0
		SP:Iteration 36F (42307.230000 sec): 3 clusters
  Score: Raw -359624.375689 + Penalty 2743.662518 = -356880.713171
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42307.290000 sec): 2 clusters
  Score: Raw -161416.081768 + Penalty 1239.317659 = -160176.764109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42307.450000 sec): 3 clusters
  Score: Raw -160572.793723 + Penalty 2478.635317 = -158094.158406
  nChanged 753
		SP:Iteration 1F (42307.610000 sec): 3 clusters
  Score: Raw -161167.430111 + Penalty 2478.635317 = -158688.794794
  nChanged 197
		SP:Iteration 2F (42307.770000 sec): 3 clusters
  Score: Raw -161457.370687 + Penalty 2478.635317 = -158978.735370
  nChanged 162
		SP:Iteration 3F (42307.950000 sec): 3 clusters
  Score: Raw -161785.212928 + Penalty 2478.635317 = -159306.577611
  nChanged 160
		SP:Iteration 4F (42308.130000 sec): 3 clusters
  Score: Raw -162108.198198 + Penalty 2478.635317 = -159629.562880
  nChanged 139
		SP:Iteration 5F (42308.300000 sec): 3 clusters
  Score: Raw -162314.148913 + Penalty 2478.635317 = -159835.513596
  nChanged 77
		SP:Iteration 6Q (42308.480000 sec): 3 clusters
  Score: Raw -162385.607278 + Penalty 2478.635317 = -159906.971961
  nChanged 38
		SP:Iteration 7Q (42308.650000 sec): 3 clusters
  Score: Raw -162416.329345 + Penalty 2478.635317 = -159937.694028
  nChanged 22
		SP:Iteration 8Q (42308.830000 sec): 3 clusters
  Score: Raw -162431.805620 + Penalty 2478.635317 = -159953.170303
  nChanged 11
		SP:Iteration 9Q (42309.010000 sec): 3 clusters
  Score: Raw -162436.818124 + Penalty 2478.635317 = -159958.182807
  nChanged 11
		SP:Iteration 10Q (42309.180000 sec): 3 clusters
  Score: Raw -162443.271142 + Penalty 2478.635317 = -159964.635825
  nChanged 5
		SP:Iteration 11Q (42309.360000 sec): 3 clusters
  Score: Raw -162444.856273 + Penalty 2478.635317 = -159966.220956
  nChanged 5
		SP:Iteration 12Q (42309.530000 sec): 3 clusters
  Score: Raw -162447.878275 + Penalty 2478.635317 = -159969.242957
  nChanged 2
		SP:Iteration 13Q (42309.710000 sec): 3 clusters
  Score: Raw -162448.377027 + Penalty 2478.635317 = -159969.741710
  nChanged 0
		SP:Iteration 14F (42309.890000 sec): 3 clusters
  Score: Raw -162448.377027 + Penalty 2478.635317 = -159969.741710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42310.010000 sec): 2 clusters
  Score: Raw -751883.029765 + Penalty 1479.161518 = -750403.868246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42310.210000 sec): 3 clusters
  Score: Raw -746872.997644 + Penalty 2958.323036 = -743914.674608
  nChanged 3868
		SP:Iteration 1F (42310.420000 sec): 3 clusters
  Score: Raw -749053.990875 + Penalty 2958.323036 = -746095.667839
  nChanged 579
		SP:Iteration 2F (42310.600000 sec): 3 clusters
  Score: Raw -749338.737466 + Penalty 2958.323036 = -746380.414430
  nChanged 477
		SP:Iteration 3F (42310.810000 sec): 3 clusters
  Score: Raw -749591.790988 + Penalty 2958.323036 = -746633.467952
  nChanged 418
		SP:Iteration 4Q (42311.010000 sec): 3 clusters
  Score: Raw -749818.164352 + Penalty 2958.323036 = -746859.841315
  nChanged 395
		SP:Iteration 5Q (42311.220000 sec): 3 clusters
  Score: Raw -750010.398339 + Penalty 2958.323036 = -747052.075302
  nChanged 339
		SP:Iteration 6Q (42311.430000 sec): 3 clusters
  Score: Raw -750169.662838 + Penalty 2958.323036 = -747211.339802
  nChanged 298
		SP:Iteration 7Q (42311.630000 sec): 3 clusters
  Score: Raw -750322.218087 + Penalty 2958.323036 = -747363.895051
  nChanged 285
		SP:Iteration 8Q (42311.840000 sec): 3 clusters
  Score: Raw -750478.902919 + Penalty 2958.323036 = -747520.579882
  nChanged 293
		SP:Iteration 9Q (42312.050000 sec): 3 clusters
  Score: Raw -750625.774118 + Penalty 2958.323036 = -747667.451082
  nChanged 301
		SP:Iteration 10Q (42312.260000 sec): 3 clusters
  Score: Raw -750782.890693 + Penalty 2958.323036 = -747824.567657
  nChanged 309
		SP:Iteration 11Q (42312.470000 sec): 3 clusters
  Score: Raw -750934.907907 + Penalty 2958.323036 = -747976.584871
  nChanged 274
		SP:Iteration 12Q (42312.650000 sec): 3 clusters
  Score: Raw -751061.852985 + Penalty 2958.323036 = -748103.529949
  nChanged 225
		SP:Iteration 13Q (42312.870000 sec): 3 clusters
  Score: Raw -751147.254719 + Penalty 2958.323036 = -748188.931683
  nChanged 199
		SP:Iteration 14Q (42313.090000 sec): 3 clusters
  Score: Raw -751215.957044 + Penalty 2958.323036 = -748257.634008
  nChanged 166
		SP:Iteration 15Q (42313.310000 sec): 3 clusters
  Score: Raw -751276.721066 + Penalty 2958.323036 = -748318.398030
  nChanged 157
		SP:Iteration 16Q (42313.620000 sec): 3 clusters
  Score: Raw -751338.564861 + Penalty 2958.323036 = -748380.241825
  nChanged 162
		SP:Iteration 17Q (42313.810000 sec): 3 clusters
  Score: Raw -751402.517230 + Penalty 2958.323036 = -748444.194194
  nChanged 162
		SP:Iteration 18Q (42314.020000 sec): 3 clusters
  Score: Raw -751458.992470 + Penalty 2958.323036 = -748500.669433
  nChanged 154
		SP:Iteration 19Q (42314.210000 sec): 3 clusters
  Score: Raw -751515.519668 + Penalty 2958.323036 = -748557.196632
  nChanged 161
		SP:Iteration 20F (42314.430000 sec): 3 clusters
  Score: Raw -751574.985177 + Penalty 2958.323036 = -748616.662141
  nChanged 129
		SP:Iteration 21Q (42314.650000 sec): 3 clusters
  Score: Raw -751624.183277 + Penalty 2958.323036 = -748665.860241
  nChanged 127
		SP:Iteration 22Q (42314.870000 sec): 3 clusters
  Score: Raw -751663.647925 + Penalty 2958.323036 = -748705.324888
  nChanged 113
		SP:Iteration 23Q (42315.120000 sec): 3 clusters
  Score: Raw -751696.049397 + Penalty 2958.323036 = -748737.726361
  nChanged 78
		SP:Iteration 24Q (42315.320000 sec): 3 clusters
  Score: Raw -751716.346646 + Penalty 2958.323036 = -748758.023610
  nChanged 62
		SP:Iteration 25Q (42315.510000 sec): 3 clusters
  Score: Raw -751728.832396 + Penalty 2958.323036 = -748770.509360
  nChanged 59
		SP:Iteration 26Q (42315.780000 sec): 3 clusters
  Score: Raw -751740.305454 + Penalty 2958.323036 = -748781.982418
  nChanged 59
		SP:Iteration 27Q (42315.980000 sec): 3 clusters
  Score: Raw -751752.487379 + Penalty 2958.323036 = -748794.164343
  nChanged 59
		SP:Iteration 28Q (42316.270000 sec): 3 clusters
  Score: Raw -751763.558324 + Penalty 2958.323036 = -748805.235288
  nChanged 47
		SP:Iteration 29Q (42316.410000 sec): 3 clusters
  Score: Raw -751774.668172 + Penalty 2958.323036 = -748816.345136
  nChanged 64
		SP:Iteration 30Q (42316.620000 sec): 3 clusters
  Score: Raw -751791.719350 + Penalty 2958.323036 = -748833.396314
  nChanged 56
		SP:Iteration 31Q (42316.750000 sec): 3 clusters
  Score: Raw -751804.772072 + Penalty 2958.323036 = -748846.449036
  nChanged 44
		SP:Iteration 32Q (42316.960000 sec): 3 clusters
  Score: Raw -751812.643268 + Penalty 2958.323036 = -748854.320231
  nChanged 31
		SP:Iteration 33Q (42317.170000 sec): 3 clusters
  Score: Raw -751816.766871 + Penalty 2958.323036 = -748858.443835
  nChanged 35
		SP:Iteration 34Q (42317.380000 sec): 3 clusters
  Score: Raw -751822.829955 + Penalty 2958.323036 = -748864.506918
  nChanged 33
		SP:Iteration 35Q (42317.580000 sec): 3 clusters
  Score: Raw -751828.765839 + Penalty 2958.323036 = -748870.442803
  nChanged 37
		SP:Iteration 36Q (42317.790000 sec): 3 clusters
  Score: Raw -751834.421873 + Penalty 2958.323036 = -748876.098837
  nChanged 33
		SP:Iteration 37Q (42318.000000 sec): 3 clusters
  Score: Raw -751840.680558 + Penalty 2958.323036 = -748882.357522
  nChanged 23
		SP:Iteration 38Q (42318.210000 sec): 3 clusters
  Score: Raw -751844.302616 + Penalty 2958.323036 = -748885.979580
  nChanged 17
		SP:Iteration 39Q (42318.410000 sec): 3 clusters
  Score: Raw -751846.774201 + Penalty 2958.323036 = -748888.451164
  nChanged 17
		SP:Iteration 40F (42318.620000 sec): 3 clusters
  Score: Raw -751849.515070 + Penalty 2958.323036 = -748891.192033
  nChanged 18
		SP:Iteration 41Q (42318.830000 sec): 3 clusters
  Score: Raw -751852.317711 + Penalty 2958.323036 = -748893.994674
  nChanged 16
		SP:Iteration 42Q (42319.030000 sec): 3 clusters
  Score: Raw -751854.618624 + Penalty 2958.323036 = -748896.295588
  nChanged 14
		SP:Iteration 43Q (42319.240000 sec): 3 clusters
  Score: Raw -751856.241690 + Penalty 2958.323036 = -748897.918653
  nChanged 12
		SP:Iteration 44Q (42319.450000 sec): 3 clusters
  Score: Raw -751857.699537 + Penalty 2958.323036 = -748899.376501
  nChanged 16
		SP:Iteration 45Q (42319.660000 sec): 3 clusters
  Score: Raw -751860.001159 + Penalty 2958.323036 = -748901.678123
  nChanged 18
		SP:Iteration 46Q (42319.870000 sec): 3 clusters
  Score: Raw -751862.323261 + Penalty 2958.323036 = -748904.000224
  nChanged 20
		SP:Iteration 47Q (42320.050000 sec): 3 clusters
  Score: Raw -751864.855854 + Penalty 2958.323036 = -748906.532818
  nChanged 17
		SP:Iteration 48Q (42320.230000 sec): 3 clusters
  Score: Raw -751866.547541 + Penalty 2958.323036 = -748908.224505
  nChanged 14
		SP:Iteration 49Q (42320.450000 sec): 3 clusters
  Score: Raw -751868.052210 + Penalty 2958.323036 = -748909.729173
  nChanged 16
		SP:Iteration 50Q (42320.660000 sec): 3 clusters
  Score: Raw -751870.729943 + Penalty 2958.323036 = -748912.406907
  nChanged 18
		SP:Iteration 51Q (42320.870000 sec): 3 clusters
  Score: Raw -751873.018216 + Penalty 2958.323036 = -748914.695179
  nChanged 20
		SP:Iteration 52Q (42321.080000 sec): 3 clusters
  Score: Raw -751876.060556 + Penalty 2958.323036 = -748917.737520
  nChanged 17
		SP:Iteration 53Q (42321.290000 sec): 3 clusters
  Score: Raw -751878.733968 + Penalty 2958.323036 = -748920.410932
  nChanged 26
		SP:Iteration 54Q (42321.510000 sec): 3 clusters
  Score: Raw -751883.883845 + Penalty 2958.323036 = -748925.560809
  nChanged 33
		SP:Iteration 55Q (42321.730000 sec): 3 clusters
  Score: Raw -751888.917850 + Penalty 2958.323036 = -748930.594813
  nChanged 29
		SP:Iteration 56Q (42321.950000 sec): 3 clusters
  Score: Raw -751892.441314 + Penalty 2958.323036 = -748934.118278
  nChanged 19
		SP:Iteration 57Q (42322.260000 sec): 3 clusters
  Score: Raw -751895.411464 + Penalty 2958.323036 = -748937.088428
  nChanged 21
		SP:Iteration 58Q (42322.460000 sec): 3 clusters
  Score: Raw -751899.144152 + Penalty 2958.323036 = -748940.821116
  nChanged 22
		SP:Iteration 59Q (42322.700000 sec): 3 clusters
  Score: Raw -751902.840152 + Penalty 2958.323036 = -748944.517116
  nChanged 23
		SP:Iteration 60F (42322.870000 sec): 3 clusters
  Score: Raw -751906.409061 + Penalty 2958.323036 = -748948.086025
  nChanged 13
		SP:Iteration 61Q (42323.090000 sec): 3 clusters
  Score: Raw -751908.022212 + Penalty 2958.323036 = -748949.699176
  nChanged 13
		SP:Iteration 62Q (42323.220000 sec): 3 clusters
  Score: Raw -751910.013922 + Penalty 2958.323036 = -748951.690886
  nChanged 10
		SP:Iteration 63Q (42323.460000 sec): 3 clusters
  Score: Raw -751911.204135 + Penalty 2958.323036 = -748952.881099
  nChanged 7
		SP:Iteration 64Q (42323.690000 sec): 3 clusters
  Score: Raw -751912.256081 + Penalty 2958.323036 = -748953.933045
  nChanged 13
		SP:Iteration 65Q (42323.910000 sec): 3 clusters
  Score: Raw -751913.964226 + Penalty 2958.323036 = -748955.641189
  nChanged 11
		SP:Iteration 66Q (42324.120000 sec): 3 clusters
  Score: Raw -751915.419289 + Penalty 2958.323036 = -748957.096253
  nChanged 9
		SP:Iteration 67Q (42324.420000 sec): 3 clusters
  Score: Raw -751916.349540 + Penalty 2958.323036 = -748958.026504
  nChanged 7
		SP:Iteration 68Q (42324.550000 sec): 3 clusters
  Score: Raw -751916.912571 + Penalty 2958.323036 = -748958.589535
  nChanged 4
		SP:Iteration 69Q (42324.730000 sec): 3 clusters
  Score: Raw -751917.456738 + Penalty 2958.323036 = -748959.133702
  nChanged 5
		SP:Iteration 70Q (42324.950000 sec): 3 clusters
  Score: Raw -751917.911424 + Penalty 2958.323036 = -748959.588387
  nChanged 4
		SP:Iteration 71Q (42325.080000 sec): 3 clusters
  Score: Raw -751918.256780 + Penalty 2958.323036 = -748959.933743
  nChanged 6
		SP:Iteration 72Q (42325.310000 sec): 3 clusters
  Score: Raw -751918.874450 + Penalty 2958.323036 = -748960.551414
  nChanged 6
		SP:Iteration 73Q (42325.520000 sec): 3 clusters
  Score: Raw -751919.675805 + Penalty 2958.323036 = -748961.352769
  nChanged 1
		SP:Iteration 74Q (42325.670000 sec): 3 clusters
  Score: Raw -751919.783755 + Penalty 2958.323036 = -748961.460719
  nChanged 3
		SP:Iteration 75Q (42325.850000 sec): 3 clusters
  Score: Raw -751920.214506 + Penalty 2958.323036 = -748961.891469
  nChanged 2
		SP:Iteration 76Q (42326.030000 sec): 3 clusters
  Score: Raw -751920.404525 + Penalty 2958.323036 = -748962.081489
  nChanged 1
		SP:Iteration 77Q (42326.250000 sec): 3 clusters
  Score: Raw -751920.625042 + Penalty 2958.323036 = -748962.302005
  nChanged 2
		SP:Iteration 78Q (42326.460000 sec): 3 clusters
  Score: Raw -751921.313215 + Penalty 2958.323036 = -748962.990179
  nChanged 7
		SP:Iteration 79Q (42326.590000 sec): 3 clusters
  Score: Raw -751922.275193 + Penalty 2958.323036 = -748963.952157
  nChanged 3
		SP:Iteration 80F (42326.800000 sec): 3 clusters
  Score: Raw -751922.596232 + Penalty 2958.323036 = -748964.273196
  nChanged 4
		SP:Iteration 81Q (42327.010000 sec): 3 clusters
  Score: Raw -751923.100919 + Penalty 2958.323036 = -748964.777882
  nChanged 2
		SP:Iteration 82Q (42327.220000 sec): 3 clusters
  Score: Raw -751923.285453 + Penalty 2958.323036 = -748964.962416
  nChanged 2
		SP:Iteration 83Q (42327.440000 sec): 3 clusters
  Score: Raw -751923.386313 + Penalty 2958.323036 = -748965.063276
  nChanged 0
		SP:Iteration 84F (42327.640000 sec): 3 clusters
  Score: Raw -751923.386313 + Penalty 2958.323036 = -748965.063276
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42327.660000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42327.820000 sec): 3 clusters
  Score: Raw -83125.416172 + Penalty 2253.045565 = -80872.370607
  nChanged 313
		SP:Iteration 1F (42327.980000 sec): 3 clusters
  Score: Raw -83395.220073 + Penalty 2253.045565 = -81142.174508
  nChanged 61
		SP:Iteration 2F (42328.140000 sec): 3 clusters
  Score: Raw -83461.284144 + Penalty 2253.045565 = -81208.238579
  nChanged 34
		SP:Iteration 3Q (42328.300000 sec): 3 clusters
  Score: Raw -83509.095357 + Penalty 2253.045565 = -81256.049793
  nChanged 32
		SP:Iteration 4Q (42328.460000 sec): 3 clusters
  Score: Raw -83564.489222 + Penalty 2253.045565 = -81311.443657
  nChanged 33
		SP:Iteration 5Q (42328.620000 sec): 3 clusters
  Score: Raw -83609.737000 + Penalty 2253.045565 = -81356.691435
  nChanged 27
		SP:Iteration 6Q (42328.780000 sec): 3 clusters
  Score: Raw -83652.315132 + Penalty 2253.045565 = -81399.269567
  nChanged 29
		SP:Iteration 7Q (42328.940000 sec): 3 clusters
  Score: Raw -83686.339800 + Penalty 2253.045565 = -81433.294235
  nChanged 18
		SP:Iteration 8Q (42329.100000 sec): 3 clusters
  Score: Raw -83702.563376 + Penalty 2253.045565 = -81449.517811
  nChanged 11
		SP:Iteration 9Q (42329.260000 sec): 3 clusters
  Score: Raw -83717.937429 + Penalty 2253.045565 = -81464.891864
  nChanged 14
		SP:Iteration 10Q (42329.440000 sec): 3 clusters
  Score: Raw -83736.057056 + Penalty 2253.045565 = -81483.011492
  nChanged 11
		SP:Iteration 11Q (42329.610000 sec): 3 clusters
  Score: Raw -83748.990161 + Penalty 2253.045565 = -81495.944597
  nChanged 8
		SP:Iteration 12Q (42329.790000 sec): 3 clusters
  Score: Raw -83755.188345 + Penalty 2253.045565 = -81502.142780
  nChanged 6
		SP:Iteration 13Q (42329.960000 sec): 3 clusters
  Score: Raw -83759.912879 + Penalty 2253.045565 = -81506.867314
  nChanged 1
		SP:Iteration 14Q (42330.140000 sec): 3 clusters
  Score: Raw -83760.200150 + Penalty 2253.045565 = -81507.154585
  nChanged 1
		SP:Iteration 15Q (42330.320000 sec): 3 clusters
  Score: Raw -83760.391448 + Penalty 2253.045565 = -81507.345883
  nChanged 1
		SP:Iteration 16Q (42330.490000 sec): 3 clusters
  Score: Raw -83760.652630 + Penalty 2253.045565 = -81507.607065
  nChanged 0
		SP:Iteration 17F (42330.670000 sec): 3 clusters
  Score: Raw -83760.652630 + Penalty 2253.045565 = -81507.607065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42330.760000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42330.930000 sec): 3 clusters
  Score: Raw -25811.202670 + Penalty 1879.743184 = -23931.459486
  nChanged 45
		SP:Iteration 1F (42331.110000 sec): 3 clusters
  Score: Raw -25917.821266 + Penalty 1879.743184 = -24038.078082
  nChanged 13
		SP:Iteration 2Q (42331.280000 sec): 3 clusters
  Score: Raw -25943.577317 + Penalty 1879.743184 = -24063.834133
  nChanged 8
		SP:Iteration 3Q (42331.460000 sec): 3 clusters
  Score: Raw -25966.274347 + Penalty 1879.743184 = -24086.531163
  nChanged 4
		SP:Iteration 4Q (42331.640000 sec): 3 clusters
  Score: Raw -25976.852336 + Penalty 1879.743184 = -24097.109152
  nChanged 2
		SP:Iteration 5Q (42331.810000 sec): 3 clusters
  Score: Raw -25983.124953 + Penalty 1879.743184 = -24103.381769
  nChanged 0
		SP:Iteration 6F (42331.990000 sec): 3 clusters
  Score: Raw -25983.124953 + Penalty 1879.743184 = -24103.381769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42332.080000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42332.250000 sec): 3 clusters
  Score: Raw -33098.430377 + Penalty 1939.829957 = -31158.600420
  nChanged 83
		SP:Iteration 1F (42332.430000 sec): 3 clusters
  Score: Raw -33227.872524 + Penalty 1939.829957 = -31288.042567
  nChanged 14
		SP:Iteration 2Q (42332.600000 sec): 3 clusters
  Score: Raw -33257.012804 + Penalty 1939.829957 = -31317.182847
  nChanged 9
		SP:Iteration 3Q (42332.780000 sec): 3 clusters
  Score: Raw -33266.565979 + Penalty 1939.829957 = -31326.736022
  nChanged 3
		SP:Iteration 4Q (42332.950000 sec): 3 clusters
  Score: Raw -33270.733871 + Penalty 1939.829957 = -31330.903914
  nChanged 1
		SP:Iteration 5Q (42333.130000 sec): 3 clusters
  Score: Raw -33271.608713 + Penalty 1939.829957 = -31331.778756
  nChanged 1
		SP:Iteration 6Q (42333.300000 sec): 3 clusters
  Score: Raw -33273.037587 + Penalty 1939.829957 = -31333.207630
  nChanged 0
		SP:Iteration 7F (42333.480000 sec): 3 clusters
  Score: Raw -33273.037587 + Penalty 1939.829957 = -31333.207630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42333.550000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42333.730000 sec): 3 clusters
  Score: Raw -218069.746362 + Penalty 2563.220725 = -215506.525638
  nChanged 1009
		SP:Iteration 1F (42333.900000 sec): 3 clusters
  Score: Raw -218625.285460 + Penalty 2563.220725 = -216062.064735
  nChanged 183
		SP:Iteration 2F (42334.080000 sec): 3 clusters
  Score: Raw -218726.563921 + Penalty 2563.220725 = -216163.343196
  nChanged 109
		SP:Iteration 3Q (42334.250000 sec): 3 clusters
  Score: Raw -218788.197783 + Penalty 2563.220725 = -216224.977058
  nChanged 87
		SP:Iteration 4Q (42334.420000 sec): 3 clusters
  Score: Raw -218834.361025 + Penalty 2563.220725 = -216271.140300
  nChanged 59
		SP:Iteration 5Q (42334.600000 sec): 3 clusters
  Score: Raw -218860.799823 + Penalty 2563.220725 = -216297.579098
  nChanged 47
		SP:Iteration 6Q (42334.770000 sec): 3 clusters
  Score: Raw -218882.287821 + Penalty 2563.220725 = -216319.067096
  nChanged 41
		SP:Iteration 7Q (42334.940000 sec): 3 clusters
  Score: Raw -218905.334172 + Penalty 2563.220725 = -216342.113447
  nChanged 32
		SP:Iteration 8Q (42335.120000 sec): 3 clusters
  Score: Raw -218920.159772 + Penalty 2563.220725 = -216356.939048
  nChanged 34
		SP:Iteration 9Q (42335.290000 sec): 3 clusters
  Score: Raw -218937.743716 + Penalty 2563.220725 = -216374.522991
  nChanged 37
		SP:Iteration 10Q (42335.460000 sec): 3 clusters
  Score: Raw -218956.264559 + Penalty 2563.220725 = -216393.043834
  nChanged 25
		SP:Iteration 11Q (42335.640000 sec): 3 clusters
  Score: Raw -218967.694847 + Penalty 2563.220725 = -216404.474123
  nChanged 24
		SP:Iteration 12Q (42335.810000 sec): 3 clusters
  Score: Raw -218976.948102 + Penalty 2563.220725 = -216413.727377
  nChanged 22
		SP:Iteration 13Q (42335.980000 sec): 3 clusters
  Score: Raw -218986.158766 + Penalty 2563.220725 = -216422.938041
  nChanged 23
		SP:Iteration 14Q (42336.160000 sec): 3 clusters
  Score: Raw -218996.962561 + Penalty 2563.220725 = -216433.741836
  nChanged 23
		SP:Iteration 15Q (42336.330000 sec): 3 clusters
  Score: Raw -219010.087141 + Penalty 2563.220725 = -216446.866416
  nChanged 30
		SP:Iteration 16Q (42336.500000 sec): 3 clusters
  Score: Raw -219027.791506 + Penalty 2563.220725 = -216464.570782
  nChanged 22
		SP:Iteration 17Q (42336.680000 sec): 3 clusters
  Score: Raw -219037.696947 + Penalty 2563.220725 = -216474.476222
  nChanged 26
		SP:Iteration 18Q (42336.850000 sec): 3 clusters
  Score: Raw -219053.193708 + Penalty 2563.220725 = -216489.972983
  nChanged 24
		SP:Iteration 19Q (42337.020000 sec): 3 clusters
  Score: Raw -219066.593371 + Penalty 2563.220725 = -216503.372646
  nChanged 31
		SP:Iteration 20F (42337.200000 sec): 3 clusters
  Score: Raw -219081.230218 + Penalty 2563.220725 = -216518.009494
  nChanged 26
		SP:Iteration 21Q (42337.370000 sec): 3 clusters
  Score: Raw -219093.198779 + Penalty 2563.220725 = -216529.978055
  nChanged 27
		SP:Iteration 22Q (42337.540000 sec): 3 clusters
  Score: Raw -219106.394722 + Penalty 2563.220725 = -216543.173997
  nChanged 24
		SP:Iteration 23Q (42337.760000 sec): 3 clusters
  Score: Raw -219118.703566 + Penalty 2563.220725 = -216555.482842
  nChanged 20
		SP:Iteration 24Q (42337.900000 sec): 3 clusters
  Score: Raw -219127.257340 + Penalty 2563.220725 = -216564.036616
  nChanged 17
		SP:Iteration 25Q (42338.060000 sec): 3 clusters
  Score: Raw -219134.875841 + Penalty 2563.220725 = -216571.655116
  nChanged 25
		SP:Iteration 26Q (42338.220000 sec): 3 clusters
  Score: Raw -219150.423500 + Penalty 2563.220725 = -216587.202776
  nChanged 22
		SP:Iteration 27Q (42338.380000 sec): 3 clusters
  Score: Raw -219165.172259 + Penalty 2563.220725 = -216601.951534
  nChanged 21
		SP:Iteration 28Q (42338.540000 sec): 3 clusters
  Score: Raw -219181.986275 + Penalty 2563.220725 = -216618.765550
  nChanged 25
		SP:Iteration 29Q (42338.700000 sec): 3 clusters
  Score: Raw -219201.538816 + Penalty 2563.220725 = -216638.318092
  nChanged 27
		SP:Iteration 30Q (42338.860000 sec): 3 clusters
  Score: Raw -219211.858368 + Penalty 2563.220725 = -216648.637644
  nChanged 21
		SP:Iteration 31Q (42339.040000 sec): 3 clusters
  Score: Raw -219218.874888 + Penalty 2563.220725 = -216655.654163
  nChanged 14
		SP:Iteration 32Q (42339.210000 sec): 3 clusters
  Score: Raw -219224.584458 + Penalty 2563.220725 = -216661.363733
  nChanged 9
		SP:Iteration 33Q (42339.380000 sec): 3 clusters
  Score: Raw -219229.241854 + Penalty 2563.220725 = -216666.021129
  nChanged 10
		SP:Iteration 34Q (42339.560000 sec): 3 clusters
  Score: Raw -219233.033242 + Penalty 2563.220725 = -216669.812518
  nChanged 9
		SP:Iteration 35Q (42339.730000 sec): 3 clusters
  Score: Raw -219235.776419 + Penalty 2563.220725 = -216672.555695
  nChanged 5
		SP:Iteration 36Q (42339.900000 sec): 3 clusters
  Score: Raw -219236.822109 + Penalty 2563.220725 = -216673.601385
  nChanged 5
		SP:Iteration 37Q (42340.080000 sec): 3 clusters
  Score: Raw -219238.664731 + Penalty 2563.220725 = -216675.444007
  nChanged 7
		SP:Iteration 38Q (42340.250000 sec): 3 clusters
  Score: Raw -219240.836135 + Penalty 2563.220725 = -216677.615410
  nChanged 2
		SP:Iteration 39Q (42340.420000 sec): 3 clusters
  Score: Raw -219242.263230 + Penalty 2563.220725 = -216679.042505
  nChanged 2
		SP:Iteration 40F (42340.600000 sec): 3 clusters
  Score: Raw -219242.807269 + Penalty 2563.220725 = -216679.586544
  nChanged 1
		SP:Iteration 41Q (42340.770000 sec): 3 clusters
  Score: Raw -219243.405425 + Penalty 2563.220725 = -216680.184700
  nChanged 2
		SP:Iteration 42Q (42340.950000 sec): 3 clusters
  Score: Raw -219244.184008 + Penalty 2563.220725 = -216680.963284
  nChanged 2
		SP:Iteration 43Q (42341.120000 sec): 3 clusters
  Score: Raw -219244.691901 + Penalty 2563.220725 = -216681.471176
  nChanged 1
		SP:Iteration 44Q (42341.290000 sec): 3 clusters
  Score: Raw -219244.997538 + Penalty 2563.220725 = -216681.776813
  nChanged 0
		SP:Iteration 45F (42341.470000 sec): 3 clusters
  Score: Raw -219244.997538 + Penalty 2563.220725 = -216681.776813
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42341.550000 sec): 2 clusters
  Score: Raw -65289.264432 + Penalty 1136.514108 = -64152.750324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42341.720000 sec): 3 clusters
  Score: Raw -65021.558952 + Penalty 2273.028217 = -62748.530735
  nChanged 358
		SP:Iteration 1F (42341.900000 sec): 3 clusters
  Score: Raw -65467.268966 + Penalty 2273.028217 = -63194.240749
  nChanged 92
		SP:Iteration 2F (42342.070000 sec): 3 clusters
  Score: Raw -65633.956266 + Penalty 2273.028217 = -63360.928049
  nChanged 76
		SP:Iteration 3F (42342.250000 sec): 3 clusters
  Score: Raw -65787.434254 + Penalty 2273.028217 = -63514.406037
  nChanged 59
		SP:Iteration 4F (42342.420000 sec): 3 clusters
  Score: Raw -65895.354485 + Penalty 2273.028217 = -63622.326268
  nChanged 37
		SP:Iteration 5Q (42342.590000 sec): 3 clusters
  Score: Raw -65941.912376 + Penalty 2273.028217 = -63668.884159
  nChanged 25
		SP:Iteration 6Q (42342.770000 sec): 3 clusters
  Score: Raw -65988.204792 + Penalty 2273.028217 = -63715.176575
  nChanged 21
		SP:Iteration 7Q (42342.940000 sec): 3 clusters
  Score: Raw -66022.978690 + Penalty 2273.028217 = -63749.950473
  nChanged 23
		SP:Iteration 8Q (42343.120000 sec): 3 clusters
  Score: Raw -66072.250185 + Penalty 2273.028217 = -63799.221968
  nChanged 27
		SP:Iteration 9Q (42343.290000 sec): 3 clusters
  Score: Raw -66118.557584 + Penalty 2273.028217 = -63845.529367
  nChanged 21
		SP:Iteration 10Q (42343.460000 sec): 3 clusters
  Score: Raw -66144.999999 + Penalty 2273.028217 = -63871.971782
  nChanged 10
		SP:Iteration 11Q (42343.640000 sec): 3 clusters
  Score: Raw -66156.979074 + Penalty 2273.028217 = -63883.950857
  nChanged 6
		SP:Iteration 12Q (42343.810000 sec): 3 clusters
  Score: Raw -66161.404235 + Penalty 2273.028217 = -63888.376018
  nChanged 4
		SP:Iteration 13Q (42343.980000 sec): 3 clusters
  Score: Raw -66163.428521 + Penalty 2273.028217 = -63890.400304
  nChanged 1
		SP:Iteration 14Q (42344.160000 sec): 3 clusters
  Score: Raw -66164.042484 + Penalty 2273.028217 = -63891.014267
  nChanged 1
		SP:Iteration 15Q (42344.330000 sec): 3 clusters
  Score: Raw -66164.586076 + Penalty 2273.028217 = -63891.557859
  nChanged 0
		SP:Iteration 16F (42344.500000 sec): 3 clusters
  Score: Raw -66164.586076 + Penalty 2273.028217 = -63891.557859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42344.590000 sec): 2 clusters
  Score: Raw -64689.454888 + Penalty 1086.655149 = -63602.799739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42344.760000 sec): 3 clusters
  Score: Raw -64468.330019 + Penalty 2173.310298 = -62295.019721
  nChanged 198
		SP:Iteration 1F (42344.940000 sec): 3 clusters
  Score: Raw -64670.722069 + Penalty 2173.310298 = -62497.411772
  nChanged 57
		SP:Iteration 2F (42345.110000 sec): 3 clusters
  Score: Raw -64734.752704 + Penalty 2173.310298 = -62561.442407
  nChanged 36
		SP:Iteration 3Q (42345.280000 sec): 3 clusters
  Score: Raw -64772.231853 + Penalty 2173.310298 = -62598.921555
  nChanged 23
		SP:Iteration 4Q (42345.460000 sec): 3 clusters
  Score: Raw -64798.739768 + Penalty 2173.310298 = -62625.429470
  nChanged 16
		SP:Iteration 5Q (42345.630000 sec): 3 clusters
  Score: Raw -64814.791116 + Penalty 2173.310298 = -62641.480819
  nChanged 13
		SP:Iteration 6Q (42345.800000 sec): 3 clusters
  Score: Raw -64827.939760 + Penalty 2173.310298 = -62654.629462
  nChanged 11
		SP:Iteration 7Q (42345.980000 sec): 3 clusters
  Score: Raw -64844.521752 + Penalty 2173.310298 = -62671.211455
  nChanged 10
		SP:Iteration 8Q (42346.150000 sec): 3 clusters
  Score: Raw -64857.857942 + Penalty 2173.310298 = -62684.547644
  nChanged 13
		SP:Iteration 9Q (42346.320000 sec): 3 clusters
  Score: Raw -64876.503169 + Penalty 2173.310298 = -62703.192871
  nChanged 8
		SP:Iteration 10Q (42346.500000 sec): 3 clusters
  Score: Raw -64883.533570 + Penalty 2173.310298 = -62710.223273
  nChanged 8
		SP:Iteration 11Q (42346.670000 sec): 3 clusters
  Score: Raw -64891.917152 + Penalty 2173.310298 = -62718.606854
  nChanged 6
		SP:Iteration 12Q (42346.840000 sec): 3 clusters
  Score: Raw -64901.915638 + Penalty 2173.310298 = -62728.605340
  nChanged 12
		SP:Iteration 13Q (42347.020000 sec): 3 clusters
  Score: Raw -64914.595681 + Penalty 2173.310298 = -62741.285384
  nChanged 7
		SP:Iteration 14Q (42347.190000 sec): 3 clusters
  Score: Raw -64926.691400 + Penalty 2173.310298 = -62753.381103
  nChanged 11
		SP:Iteration 15Q (42347.360000 sec): 3 clusters
  Score: Raw -64943.858019 + Penalty 2173.310298 = -62770.547721
  nChanged 13
		SP:Iteration 16Q (42347.540000 sec): 3 clusters
  Score: Raw -64964.080115 + Penalty 2173.310298 = -62790.769818
  nChanged 18
		SP:Iteration 17Q (42347.710000 sec): 3 clusters
  Score: Raw -64999.054149 + Penalty 2173.310298 = -62825.743851
  nChanged 18
		SP:Iteration 18Q (42347.890000 sec): 3 clusters
  Score: Raw -65025.923486 + Penalty 2173.310298 = -62852.613188
  nChanged 11
		SP:Iteration 19Q (42348.060000 sec): 3 clusters
  Score: Raw -65038.852656 + Penalty 2173.310298 = -62865.542358
  nChanged 5
		SP:Iteration 20F (42348.230000 sec): 3 clusters
  Score: Raw -65046.897077 + Penalty 2173.310298 = -62873.586779
  nChanged 7
		SP:Iteration 21Q (42348.410000 sec): 3 clusters
  Score: Raw -65063.169314 + Penalty 2173.310298 = -62889.859017
  nChanged 4
		SP:Iteration 22Q (42348.580000 sec): 3 clusters
  Score: Raw -65070.857211 + Penalty 2173.310298 = -62897.546914
  nChanged 8
		SP:Iteration 23Q (42348.750000 sec): 3 clusters
  Score: Raw -65087.882159 + Penalty 2173.310298 = -62914.571862
  nChanged 9
		SP:Iteration 24Q (42348.920000 sec): 3 clusters
  Score: Raw -65110.147409 + Penalty 2173.310298 = -62936.837111
  nChanged 7
		SP:Iteration 25Q (42349.080000 sec): 3 clusters
  Score: Raw -65122.737039 + Penalty 2173.310298 = -62949.426741
  nChanged 7
		SP:Iteration 26Q (42349.240000 sec): 3 clusters
  Score: Raw -65131.318738 + Penalty 2173.310298 = -62958.008440
  nChanged 3
		SP:Iteration 27Q (42349.400000 sec): 3 clusters
  Score: Raw -65135.399001 + Penalty 2173.310298 = -62962.088704
  nChanged 0
		SP:Iteration 28F (42349.570000 sec): 3 clusters
  Score: Raw -65135.399001 + Penalty 2173.310298 = -62962.088704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (2926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42349.640000 sec): 2 clusters
  Score: Raw -213672.943482 + Penalty 1296.976132 = -212375.967350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42349.820000 sec): 3 clusters
  Score: Raw -212368.497943 + Penalty 2593.952264 = -209774.545679
  nChanged 1092
		SP:Iteration 1F (42349.990000 sec): 3 clusters
  Score: Raw -213288.196509 + Penalty 2593.952264 = -210694.244245
  nChanged 288
		SP:Iteration 2F (42350.160000 sec): 3 clusters
  Score: Raw -213620.477360 + Penalty 2593.952264 = -211026.525096
  nChanged 196
		SP:Iteration 3F (42350.340000 sec): 3 clusters
  Score: Raw -213769.229412 + Penalty 2593.952264 = -211175.277148
  nChanged 141
		SP:Iteration 4Q (42350.510000 sec): 3 clusters
  Score: Raw -213872.629982 + Penalty 2593.952264 = -211278.677718
  nChanged 121
		SP:Iteration 5Q (42350.680000 sec): 3 clusters
  Score: Raw -213960.488351 + Penalty 2593.952264 = -211366.536087
  nChanged 87
		SP:Iteration 6Q (42350.860000 sec): 3 clusters
  Score: Raw -214012.547546 + Penalty 2593.952264 = -211418.595282
  nChanged 64
		SP:Iteration 7Q (42351.030000 sec): 3 clusters
  Score: Raw -214047.081717 + Penalty 2593.952264 = -211453.129453
  nChanged 48
		SP:Iteration 8Q (42351.200000 sec): 3 clusters
  Score: Raw -214086.711447 + Penalty 2593.952264 = -211492.759183
  nChanged 60
		SP:Iteration 9Q (42351.380000 sec): 3 clusters
  Score: Raw -214120.799151 + Penalty 2593.952264 = -211526.846887
  nChanged 50
		SP:Iteration 10Q (42351.550000 sec): 3 clusters
  Score: Raw -214146.579317 + Penalty 2593.952264 = -211552.627053
  nChanged 41
		SP:Iteration 11Q (42351.720000 sec): 3 clusters
  Score: Raw -214169.084305 + Penalty 2593.952264 = -211575.132041
  nChanged 37
		SP:Iteration 12Q (42351.890000 sec): 3 clusters
  Score: Raw -214190.405935 + Penalty 2593.952264 = -211596.453671
  nChanged 29
		SP:Iteration 13Q (42352.070000 sec): 3 clusters
  Score: Raw -214206.736428 + Penalty 2593.952264 = -211612.784164
  nChanged 24
		SP:Iteration 14Q (42352.240000 sec): 3 clusters
  Score: Raw -214218.511444 + Penalty 2593.952264 = -211624.559180
  nChanged 18
		SP:Iteration 15Q (42352.420000 sec): 3 clusters
  Score: Raw -214229.160661 + Penalty 2593.952264 = -211635.208397
  nChanged 17
		SP:Iteration 16Q (42352.590000 sec): 3 clusters
  Score: Raw -214237.107078 + Penalty 2593.952264 = -211643.154814
  nChanged 9
		SP:Iteration 17Q (42352.760000 sec): 3 clusters
  Score: Raw -214241.228773 + Penalty 2593.952264 = -211647.276509
  nChanged 7
		SP:Iteration 18Q (42352.940000 sec): 3 clusters
  Score: Raw -214243.398127 + Penalty 2593.952264 = -211649.445863
  nChanged 7
		SP:Iteration 19Q (42353.110000 sec): 3 clusters
  Score: Raw -214247.169499 + Penalty 2593.952264 = -211653.217235
  nChanged 8
		SP:Iteration 20F (42353.280000 sec): 3 clusters
  Score: Raw -214249.300529 + Penalty 2593.952264 = -211655.348265
  nChanged 4
		SP:Iteration 21Q (42353.460000 sec): 3 clusters
  Score: Raw -214250.160223 + Penalty 2593.952264 = -211656.207959
  nChanged 3
		SP:Iteration 22Q (42353.630000 sec): 3 clusters
  Score: Raw -214251.096141 + Penalty 2593.952264 = -211657.143877
  nChanged 3
		SP:Iteration 23Q (42353.800000 sec): 3 clusters
  Score: Raw -214253.367057 + Penalty 2593.952264 = -211659.414793
  nChanged 6
		SP:Iteration 24Q (42353.980000 sec): 3 clusters
  Score: Raw -214256.094761 + Penalty 2593.952264 = -211662.142497
  nChanged 10
		SP:Iteration 25Q (42354.150000 sec): 3 clusters
  Score: Raw -214261.004019 + Penalty 2593.952264 = -211667.051755
  nChanged 6
		SP:Iteration 26Q (42354.320000 sec): 3 clusters
  Score: Raw -214262.261266 + Penalty 2593.952264 = -211668.309002
  nChanged 3
		SP:Iteration 27Q (42354.500000 sec): 3 clusters
  Score: Raw -214263.162524 + Penalty 2593.952264 = -211669.210260
  nChanged 3
		SP:Iteration 28Q (42354.670000 sec): 3 clusters
  Score: Raw -214264.583402 + Penalty 2593.952264 = -211670.631138
  nChanged 2
		SP:Iteration 29Q (42354.840000 sec): 3 clusters
  Score: Raw -214265.114152 + Penalty 2593.952264 = -211671.161888
  nChanged 2
		SP:Iteration 30Q (42355.020000 sec): 3 clusters
  Score: Raw -214265.415225 + Penalty 2593.952264 = -211671.462961
  nChanged 1
		SP:Iteration 31Q (42355.190000 sec): 3 clusters
  Score: Raw -214265.974166 + Penalty 2593.952264 = -211672.021902
  nChanged 0
		SP:Iteration 32F (42355.360000 sec): 3 clusters
  Score: Raw -214265.974166 + Penalty 2593.952264 = -211672.021902
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42355.650000 sec): 2 clusters
  Score: Raw -3011154.251310 + Penalty 1700.333202 = -3009453.918107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42356.080000 sec): 3 clusters
  Score: Raw -2989171.190483 + Penalty 3400.666404 = -2985770.524079
  nChanged 16361
		SP:Iteration 1F (42356.530000 sec): 3 clusters
  Score: Raw -2998357.859032 + Penalty 3400.666404 = -2994957.192627
  nChanged 1607
		SP:Iteration 2Q (42356.950000 sec): 3 clusters
  Score: Raw -2998889.133064 + Penalty 3400.666404 = -2995488.466660
  nChanged 1573
		SP:Iteration 3Q (42357.420000 sec): 3 clusters
  Score: Raw -2999489.669534 + Penalty 3400.666404 = -2996089.003129
  nChanged 1689
		SP:Iteration 4Q (42357.850000 sec): 3 clusters
  Score: Raw -3000249.496511 + Penalty 3400.666404 = -2996848.830107
  nChanged 1835
		SP:Iteration 5F (42358.310000 sec): 3 clusters
  Score: Raw -3001303.281960 + Penalty 3400.666404 = -2997902.615555
  nChanged 2053
		SP:Iteration 6F (42358.730000 sec): 3 clusters
  Score: Raw -3002721.619686 + Penalty 3400.666404 = -2999320.953281
  nChanged 2214
		SP:Iteration 7F (42359.190000 sec): 3 clusters
  Score: Raw -3004422.274985 + Penalty 3400.666404 = -3001021.608580
  nChanged 2066
		SP:Iteration 8F (42359.580000 sec): 3 clusters
  Score: Raw -3006066.531864 + Penalty 3400.666404 = -3002665.865459
  nChanged 1742
		SP:Iteration 9Q (42360.030000 sec): 3 clusters
  Score: Raw -3007438.042983 + Penalty 3400.666404 = -3004037.376579
  nChanged 1348
		SP:Iteration 10Q (42360.490000 sec): 3 clusters
  Score: Raw -3008473.777980 + Penalty 3400.666404 = -3005073.111575
  nChanged 1106
		SP:Iteration 11Q (42360.930000 sec): 3 clusters
  Score: Raw -3009310.225848 + Penalty 3400.666404 = -3005909.559443
  nChanged 819
		SP:Iteration 12Q (42361.330000 sec): 3 clusters
  Score: Raw -3009936.476562 + Penalty 3400.666404 = -3006535.810157
  nChanged 628
		SP:Iteration 13Q (42361.750000 sec): 3 clusters
  Score: Raw -3010392.648448 + Penalty 3400.666404 = -3006991.982044
  nChanged 445
		SP:Iteration 14Q (42362.170000 sec): 3 clusters
  Score: Raw -3010720.557554 + Penalty 3400.666404 = -3007319.891149
  nChanged 330
		SP:Iteration 15Q (42362.530000 sec): 3 clusters
  Score: Raw -3010969.052537 + Penalty 3400.666404 = -3007568.386132
  nChanged 230
		SP:Iteration 16Q (42362.910000 sec): 3 clusters
  Score: Raw -3011146.856781 + Penalty 3400.666404 = -3007746.190376
  nChanged 129
		SP:Iteration 17Q (42363.310000 sec): 3 clusters
  Score: Raw -3011252.100932 + Penalty 3400.666404 = -3007851.434527
  nChanged 68
		SP:Iteration 18Q (42363.690000 sec): 3 clusters
  Score: Raw -3011305.677009 + Penalty 3400.666404 = -3007905.010605
  nChanged 47
		SP:Iteration 19Q (42364.050000 sec): 3 clusters
  Score: Raw -3011349.120690 + Penalty 3400.666404 = -3007948.454285
  nChanged 33
		SP:Iteration 20F (42364.540000 sec): 3 clusters
  Score: Raw -3011376.270070 + Penalty 3400.666404 = -3007975.603665
  nChanged 20
		SP:Iteration 21Q (42364.950000 sec): 3 clusters
  Score: Raw -3011394.449652 + Penalty 3400.666404 = -3007993.783248
  nChanged 16
		SP:Iteration 22Q (42365.400000 sec): 3 clusters
  Score: Raw -3011408.785503 + Penalty 3400.666404 = -3008008.119099
  nChanged 8
		SP:Iteration 23Q (42365.820000 sec): 3 clusters
  Score: Raw -3011416.374801 + Penalty 3400.666404 = -3008015.708397
  nChanged 6
		SP:Iteration 24Q (42366.210000 sec): 3 clusters
  Score: Raw -3011421.414604 + Penalty 3400.666404 = -3008020.748200
  nChanged 4
		SP:Iteration 25Q (42366.590000 sec): 3 clusters
  Score: Raw -3011425.130622 + Penalty 3400.666404 = -3008024.464218
  nChanged 7
		SP:Iteration 26Q (42366.970000 sec): 3 clusters
  Score: Raw -3011432.415443 + Penalty 3400.666404 = -3008031.749038
  nChanged 8
		SP:Iteration 27Q (42367.360000 sec): 3 clusters
  Score: Raw -3011441.392526 + Penalty 3400.666404 = -3008040.726122
  nChanged 11
		SP:Iteration 28Q (42367.740000 sec): 3 clusters
  Score: Raw -3011450.372553 + Penalty 3400.666404 = -3008049.706148
  nChanged 7
		SP:Iteration 29Q (42368.120000 sec): 3 clusters
  Score: Raw -3011457.387377 + Penalty 3400.666404 = -3008056.720973
  nChanged 5
		SP:Iteration 30Q (42368.510000 sec): 3 clusters
  Score: Raw -3011461.610113 + Penalty 3400.666404 = -3008060.943709
  nChanged 5
		SP:Iteration 31Q (42368.850000 sec): 3 clusters
  Score: Raw -3011468.057233 + Penalty 3400.666404 = -3008067.390829
  nChanged 3
		SP:Iteration 32Q (42369.240000 sec): 3 clusters
  Score: Raw -3011470.782133 + Penalty 3400.666404 = -3008070.115728
  nChanged 4
		SP:Iteration 33Q (42369.630000 sec): 3 clusters
  Score: Raw -3011475.830256 + Penalty 3400.666404 = -3008075.163852
  nChanged 7
		SP:Iteration 34Q (42370.030000 sec): 3 clusters
  Score: Raw -3011481.150987 + Penalty 3400.666404 = -3008080.484583
  nChanged 4
		SP:Iteration 35Q (42370.420000 sec): 3 clusters
  Score: Raw -3011485.442978 + Penalty 3400.666404 = -3008084.776574
  nChanged 5
		SP:Iteration 36Q (42370.800000 sec): 3 clusters
  Score: Raw -3011490.244072 + Penalty 3400.666404 = -3008089.577668
  nChanged 4
		SP:Iteration 37Q (42371.150000 sec): 3 clusters
  Score: Raw -3011492.626512 + Penalty 3400.666404 = -3008091.960107
  nChanged 0
		SP:Iteration 38F (42371.570000 sec): 3 clusters
  Score: Raw -3011492.626512 + Penalty 3400.666404 = -3008091.960107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42371.670000 sec): 2 clusters
  Score: Raw -208613.896352 + Penalty 1306.990894 = -207306.905458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42371.820000 sec): 3 clusters
  Score: Raw -207177.869173 + Penalty 2613.981788 = -204563.887385
  nChanged 1203
		SP:Iteration 1F (42371.980000 sec): 3 clusters
  Score: Raw -208007.958162 + Penalty 2613.981788 = -205393.976374
  nChanged 308
		SP:Iteration 2F (42372.140000 sec): 3 clusters
  Score: Raw -208323.652321 + Penalty 2613.981788 = -205709.670533
  nChanged 226
		SP:Iteration 3F (42372.300000 sec): 3 clusters
  Score: Raw -208567.319329 + Penalty 2613.981788 = -205953.337541
  nChanged 185
		SP:Iteration 4F (42372.460000 sec): 3 clusters
  Score: Raw -208740.968013 + Penalty 2613.981788 = -206126.986225
  nChanged 160
		SP:Iteration 5F (42372.620000 sec): 3 clusters
  Score: Raw -208885.362408 + Penalty 2613.981788 = -206271.380621
  nChanged 122
		SP:Iteration 6Q (42372.780000 sec): 3 clusters
  Score: Raw -209011.309230 + Penalty 2613.981788 = -206397.327442
  nChanged 108
		SP:Iteration 7Q (42372.980000 sec): 3 clusters
  Score: Raw -209119.861179 + Penalty 2613.981788 = -206505.879391
  nChanged 77
		SP:Iteration 8Q (42373.120000 sec): 3 clusters
  Score: Raw -209194.077095 + Penalty 2613.981788 = -206580.095307
  nChanged 76
		SP:Iteration 9Q (42373.270000 sec): 3 clusters
  Score: Raw -209276.591737 + Penalty 2613.981788 = -206662.609949
  nChanged 53
		SP:Iteration 10Q (42373.410000 sec): 3 clusters
  Score: Raw -209324.771372 + Penalty 2613.981788 = -206710.789585
  nChanged 45
		SP:Iteration 11Q (42373.540000 sec): 3 clusters
  Score: Raw -209357.234970 + Penalty 2613.981788 = -206743.253182
  nChanged 39
		SP:Iteration 12Q (42373.670000 sec): 3 clusters
  Score: Raw -209382.762418 + Penalty 2613.981788 = -206768.780631
  nChanged 23
		SP:Iteration 13Q (42373.800000 sec): 3 clusters
  Score: Raw -209398.891582 + Penalty 2613.981788 = -206784.909794
  nChanged 17
		SP:Iteration 14Q (42373.930000 sec): 3 clusters
  Score: Raw -209407.418057 + Penalty 2613.981788 = -206793.436269
  nChanged 13
		SP:Iteration 15Q (42374.090000 sec): 3 clusters
  Score: Raw -209413.444312 + Penalty 2613.981788 = -206799.462524
  nChanged 7
		SP:Iteration 16Q (42374.220000 sec): 3 clusters
  Score: Raw -209416.647473 + Penalty 2613.981788 = -206802.665685
  nChanged 9
		SP:Iteration 17Q (42374.350000 sec): 3 clusters
  Score: Raw -209423.400812 + Penalty 2613.981788 = -206809.419024
  nChanged 12
		SP:Iteration 18Q (42374.500000 sec): 3 clusters
  Score: Raw -209435.878054 + Penalty 2613.981788 = -206821.896266
  nChanged 18
		SP:Iteration 19Q (42374.660000 sec): 3 clusters
  Score: Raw -209455.845480 + Penalty 2613.981788 = -206841.863692
  nChanged 18
		SP:Iteration 20F (42374.800000 sec): 3 clusters
  Score: Raw -209471.831374 + Penalty 2613.981788 = -206857.849587
  nChanged 20
		SP:Iteration 21Q (42374.950000 sec): 3 clusters
  Score: Raw -209485.427905 + Penalty 2613.981788 = -206871.446117
  nChanged 14
		SP:Iteration 22Q (42375.090000 sec): 3 clusters
  Score: Raw -209494.396861 + Penalty 2613.981788 = -206880.415074
  nChanged 16
		SP:Iteration 23Q (42375.230000 sec): 3 clusters
  Score: Raw -209509.224265 + Penalty 2613.981788 = -206895.242477
  nChanged 19
		SP:Iteration 24Q (42375.380000 sec): 3 clusters
  Score: Raw -209523.846046 + Penalty 2613.981788 = -206909.864258
  nChanged 16
		SP:Iteration 25Q (42375.520000 sec): 3 clusters
  Score: Raw -209535.601316 + Penalty 2613.981788 = -206921.619528
  nChanged 7
		SP:Iteration 26Q (42375.670000 sec): 3 clusters
  Score: Raw -209541.958512 + Penalty 2613.981788 = -206927.976724
  nChanged 11
		SP:Iteration 27Q (42375.810000 sec): 3 clusters
  Score: Raw -209547.144490 + Penalty 2613.981788 = -206933.162702
  nChanged 5
		SP:Iteration 28Q (42375.950000 sec): 3 clusters
  Score: Raw -209549.606506 + Penalty 2613.981788 = -206935.624718
  nChanged 4
		SP:Iteration 29Q (42376.100000 sec): 3 clusters
  Score: Raw -209550.847504 + Penalty 2613.981788 = -206936.865717
  nChanged 4
		SP:Iteration 30Q (42376.240000 sec): 3 clusters
  Score: Raw -209552.799437 + Penalty 2613.981788 = -206938.817650
  nChanged 1
		SP:Iteration 31Q (42376.380000 sec): 3 clusters
  Score: Raw -209553.335376 + Penalty 2613.981788 = -206939.353588
  nChanged 1
		SP:Iteration 32Q (42376.540000 sec): 3 clusters
  Score: Raw -209553.688646 + Penalty 2613.981788 = -206939.706859
  nChanged 0
		SP:Iteration 33F (42376.700000 sec): 3 clusters
  Score: Raw -209553.688646 + Penalty 2613.981788 = -206939.706859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42376.810000 sec): 2 clusters
  Score: Raw -421713.452317 + Penalty 1397.540096 = -420315.912220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42376.970000 sec): 3 clusters
  Score: Raw -418905.198187 + Penalty 2795.080193 = -416110.117995
  nChanged 2160
		SP:Iteration 1F (42377.130000 sec): 3 clusters
  Score: Raw -420053.012855 + Penalty 2795.080193 = -417257.932663
  nChanged 405
		SP:Iteration 2F (42377.290000 sec): 3 clusters
  Score: Raw -420272.136736 + Penalty 2795.080193 = -417477.056544
  nChanged 294
		SP:Iteration 3F (42377.470000 sec): 3 clusters
  Score: Raw -420423.411155 + Penalty 2795.080193 = -417628.330963
  nChanged 258
		SP:Iteration 4Q (42377.630000 sec): 3 clusters
  Score: Raw -420556.932687 + Penalty 2795.080193 = -417761.852494
  nChanged 224
		SP:Iteration 5Q (42377.770000 sec): 3 clusters
  Score: Raw -420686.478798 + Penalty 2795.080193 = -417891.398605
  nChanged 195
		SP:Iteration 6Q (42377.950000 sec): 3 clusters
  Score: Raw -420777.972197 + Penalty 2795.080193 = -417982.892004
  nChanged 183
		SP:Iteration 7Q (42378.120000 sec): 3 clusters
  Score: Raw -420876.776546 + Penalty 2795.080193 = -418081.696353
  nChanged 196
		SP:Iteration 8Q (42378.290000 sec): 3 clusters
  Score: Raw -420992.452769 + Penalty 2795.080193 = -418197.372576
  nChanged 175
		SP:Iteration 9Q (42378.470000 sec): 3 clusters
  Score: Raw -421097.815275 + Penalty 2795.080193 = -418302.735082
  nChanged 180
		SP:Iteration 10Q (42378.640000 sec): 3 clusters
  Score: Raw -421206.671127 + Penalty 2795.080193 = -418411.590935
  nChanged 158
		SP:Iteration 11Q (42378.810000 sec): 3 clusters
  Score: Raw -421301.468523 + Penalty 2795.080193 = -418506.388330
  nChanged 161
		SP:Iteration 12Q (42378.980000 sec): 3 clusters
  Score: Raw -421410.970794 + Penalty 2795.080193 = -418615.890601
  nChanged 148
		SP:Iteration 13Q (42379.270000 sec): 3 clusters
  Score: Raw -421511.314935 + Penalty 2795.080193 = -418716.234743
  nChanged 118
		SP:Iteration 14Q (42379.420000 sec): 3 clusters
  Score: Raw -421583.641691 + Penalty 2795.080193 = -418788.561499
  nChanged 95
		SP:Iteration 15Q (42379.590000 sec): 3 clusters
  Score: Raw -421638.962022 + Penalty 2795.080193 = -418843.881829
  nChanged 78
		SP:Iteration 16Q (42379.770000 sec): 3 clusters
  Score: Raw -421681.557473 + Penalty 2795.080193 = -418886.477280
  nChanged 69
		SP:Iteration 17Q (42379.940000 sec): 3 clusters
  Score: Raw -421721.567450 + Penalty 2795.080193 = -418926.487258
  nChanged 54
		SP:Iteration 18Q (42380.110000 sec): 3 clusters
  Score: Raw -421750.788455 + Penalty 2795.080193 = -418955.708263
  nChanged 41
		SP:Iteration 19Q (42380.280000 sec): 3 clusters
  Score: Raw -421775.134544 + Penalty 2795.080193 = -418980.054351
  nChanged 30
		SP:Iteration 20F (42380.520000 sec): 3 clusters
  Score: Raw -421790.388315 + Penalty 2795.080193 = -418995.308123
  nChanged 27
		SP:Iteration 21Q (42380.700000 sec): 3 clusters
  Score: Raw -421805.086048 + Penalty 2795.080193 = -419010.005855
  nChanged 24
		SP:Iteration 22Q (42380.850000 sec): 3 clusters
  Score: Raw -421817.984820 + Penalty 2795.080193 = -419022.904627
  nChanged 22
		SP:Iteration 23Q (42381.010000 sec): 3 clusters
  Score: Raw -421826.790148 + Penalty 2795.080193 = -419031.709955
  nChanged 17
		SP:Iteration 24Q (42381.170000 sec): 3 clusters
  Score: Raw -421834.051128 + Penalty 2795.080193 = -419038.970935
  nChanged 15
		SP:Iteration 25Q (42381.330000 sec): 3 clusters
  Score: Raw -421842.887672 + Penalty 2795.080193 = -419047.807480
  nChanged 17
		SP:Iteration 26Q (42381.480000 sec): 3 clusters
  Score: Raw -421853.999547 + Penalty 2795.080193 = -419058.919354
  nChanged 17
		SP:Iteration 27Q (42381.640000 sec): 3 clusters
  Score: Raw -421863.056091 + Penalty 2795.080193 = -419067.975898
  nChanged 14
		SP:Iteration 28Q (42381.820000 sec): 3 clusters
  Score: Raw -421872.149116 + Penalty 2795.080193 = -419077.068923
  nChanged 15
		SP:Iteration 29Q (42381.990000 sec): 3 clusters
  Score: Raw -421878.740784 + Penalty 2795.080193 = -419083.660591
  nChanged 12
		SP:Iteration 30Q (42382.170000 sec): 3 clusters
  Score: Raw -421884.260317 + Penalty 2795.080193 = -419089.180124
  nChanged 10
		SP:Iteration 31Q (42382.330000 sec): 3 clusters
  Score: Raw -421889.424702 + Penalty 2795.080193 = -419094.344509
  nChanged 8
		SP:Iteration 32Q (42382.510000 sec): 3 clusters
  Score: Raw -421893.129333 + Penalty 2795.080193 = -419098.049140
  nChanged 8
		SP:Iteration 33Q (42382.660000 sec): 3 clusters
  Score: Raw -421896.684220 + Penalty 2795.080193 = -419101.604028
  nChanged 8
		SP:Iteration 34Q (42382.840000 sec): 3 clusters
  Score: Raw -421898.813920 + Penalty 2795.080193 = -419103.733728
  nChanged 6
		SP:Iteration 35Q (42383.010000 sec): 3 clusters
  Score: Raw -421903.153324 + Penalty 2795.080193 = -419108.073132
  nChanged 4
		SP:Iteration 36Q (42383.190000 sec): 3 clusters
  Score: Raw -421905.318821 + Penalty 2795.080193 = -419110.238629
  nChanged 7
		SP:Iteration 37Q (42383.370000 sec): 3 clusters
  Score: Raw -421907.874331 + Penalty 2795.080193 = -419112.794138
  nChanged 3
		SP:Iteration 38Q (42383.500000 sec): 3 clusters
  Score: Raw -421908.450664 + Penalty 2795.080193 = -419113.370471
  nChanged 2
		SP:Iteration 39Q (42383.650000 sec): 3 clusters
  Score: Raw -421909.675221 + Penalty 2795.080193 = -419114.595029
  nChanged 6
		SP:Iteration 40F (42383.810000 sec): 3 clusters
  Score: Raw -421911.617593 + Penalty 2795.080193 = -419116.537400
  nChanged 5
		SP:Iteration 41Q (42383.970000 sec): 3 clusters
  Score: Raw -421915.253268 + Penalty 2795.080193 = -419120.173075
  nChanged 6
		SP:Iteration 42Q (42384.120000 sec): 3 clusters
  Score: Raw -421918.193509 + Penalty 2795.080193 = -419123.113317
  nChanged 9
		SP:Iteration 43Q (42384.280000 sec): 3 clusters
  Score: Raw -421921.827398 + Penalty 2795.080193 = -419126.747206
  nChanged 3
		SP:Iteration 44Q (42384.430000 sec): 3 clusters
  Score: Raw -421922.546097 + Penalty 2795.080193 = -419127.465904
  nChanged 1
		SP:Iteration 45Q (42384.590000 sec): 3 clusters
  Score: Raw -421922.987043 + Penalty 2795.080193 = -419127.906850
  nChanged 2
		SP:Iteration 46Q (42384.770000 sec): 3 clusters
  Score: Raw -421923.773373 + Penalty 2795.080193 = -419128.693180
  nChanged 2
		SP:Iteration 47Q (42384.930000 sec): 3 clusters
  Score: Raw -421924.566636 + Penalty 2795.080193 = -419129.486444
  nChanged 3
		SP:Iteration 48Q (42385.120000 sec): 3 clusters
  Score: Raw -421925.489991 + Penalty 2795.080193 = -419130.409799
  nChanged 2
		SP:Iteration 49Q (42385.290000 sec): 3 clusters
  Score: Raw -421925.745859 + Penalty 2795.080193 = -419130.665666
  nChanged 0
		SP:Iteration 50F (42385.420000 sec): 3 clusters
  Score: Raw -421925.745859 + Penalty 2795.080193 = -419130.665666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42385.570000 sec): 2 clusters
  Score: Raw -260390.085634 + Penalty 1314.740166 = -259075.345468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42385.720000 sec): 3 clusters
  Score: Raw -258780.297386 + Penalty 2629.480333 = -256150.817053
  nChanged 1286
		SP:Iteration 1F (42385.900000 sec): 3 clusters
  Score: Raw -259556.340436 + Penalty 2629.480333 = -256926.860104
  nChanged 251
		SP:Iteration 2F (42386.070000 sec): 3 clusters
  Score: Raw -259722.730205 + Penalty 2629.480333 = -257093.249872
  nChanged 190
		SP:Iteration 3F (42386.250000 sec): 3 clusters
  Score: Raw -259834.605779 + Penalty 2629.480333 = -257205.125446
  nChanged 128
		SP:Iteration 4Q (42386.430000 sec): 3 clusters
  Score: Raw -259897.296643 + Penalty 2629.480333 = -257267.816310
  nChanged 84
		SP:Iteration 5Q (42386.600000 sec): 3 clusters
  Score: Raw -259938.564836 + Penalty 2629.480333 = -257309.084503
  nChanged 59
		SP:Iteration 6Q (42386.780000 sec): 3 clusters
  Score: Raw -259967.734837 + Penalty 2629.480333 = -257338.254505
  nChanged 67
		SP:Iteration 7Q (42386.950000 sec): 3 clusters
  Score: Raw -259998.353216 + Penalty 2629.480333 = -257368.872883
  nChanged 52
		SP:Iteration 8Q (42387.130000 sec): 3 clusters
  Score: Raw -260021.225444 + Penalty 2629.480333 = -257391.745112
  nChanged 40
		SP:Iteration 9Q (42387.310000 sec): 3 clusters
  Score: Raw -260043.041985 + Penalty 2629.480333 = -257413.561652
  nChanged 57
		SP:Iteration 10Q (42387.480000 sec): 3 clusters
  Score: Raw -260066.557889 + Penalty 2629.480333 = -257437.077556
  nChanged 54
		SP:Iteration 11Q (42387.660000 sec): 3 clusters
  Score: Raw -260092.308900 + Penalty 2629.480333 = -257462.828568
  nChanged 53
		SP:Iteration 12Q (42387.840000 sec): 3 clusters
  Score: Raw -260114.545695 + Penalty 2629.480333 = -257485.065362
  nChanged 44
		SP:Iteration 13Q (42388.010000 sec): 3 clusters
  Score: Raw -260133.908148 + Penalty 2629.480333 = -257504.427815
  nChanged 47
		SP:Iteration 14Q (42388.190000 sec): 3 clusters
  Score: Raw -260150.218214 + Penalty 2629.480333 = -257520.737881
  nChanged 34
		SP:Iteration 15Q (42388.360000 sec): 3 clusters
  Score: Raw -260162.081439 + Penalty 2629.480333 = -257532.601106
  nChanged 30
		SP:Iteration 16Q (42388.540000 sec): 3 clusters
  Score: Raw -260174.008070 + Penalty 2629.480333 = -257544.527737
  nChanged 32
		SP:Iteration 17Q (42388.720000 sec): 3 clusters
  Score: Raw -260186.048251 + Penalty 2629.480333 = -257556.567918
  nChanged 32
		SP:Iteration 18Q (42388.890000 sec): 3 clusters
  Score: Raw -260200.386207 + Penalty 2629.480333 = -257570.905874
  nChanged 33
		SP:Iteration 19Q (42389.070000 sec): 3 clusters
  Score: Raw -260213.320438 + Penalty 2629.480333 = -257583.840105
  nChanged 30
		SP:Iteration 20F (42389.240000 sec): 3 clusters
  Score: Raw -260225.592200 + Penalty 2629.480333 = -257596.111867
  nChanged 39
		SP:Iteration 21Q (42389.420000 sec): 3 clusters
  Score: Raw -260243.361189 + Penalty 2629.480333 = -257613.880856
  nChanged 42
		SP:Iteration 22Q (42389.590000 sec): 3 clusters
  Score: Raw -260259.296378 + Penalty 2629.480333 = -257629.816045
  nChanged 40
		SP:Iteration 23Q (42389.770000 sec): 3 clusters
  Score: Raw -260273.433398 + Penalty 2629.480333 = -257643.953065
  nChanged 32
		SP:Iteration 24Q (42389.940000 sec): 3 clusters
  Score: Raw -260284.847024 + Penalty 2629.480333 = -257655.366691
  nChanged 27
		SP:Iteration 25Q (42390.120000 sec): 3 clusters
  Score: Raw -260292.226116 + Penalty 2629.480333 = -257662.745783
  nChanged 21
		SP:Iteration 26Q (42390.300000 sec): 3 clusters
  Score: Raw -260299.438752 + Penalty 2629.480333 = -257669.958419
  nChanged 25
		SP:Iteration 27Q (42390.470000 sec): 3 clusters
  Score: Raw -260306.761281 + Penalty 2629.480333 = -257677.280948
  nChanged 21
		SP:Iteration 28Q (42390.650000 sec): 3 clusters
  Score: Raw -260314.742419 + Penalty 2629.480333 = -257685.262086
  nChanged 25
		SP:Iteration 29Q (42390.820000 sec): 3 clusters
  Score: Raw -260321.461285 + Penalty 2629.480333 = -257691.980952
  nChanged 12
		SP:Iteration 30Q (42391.000000 sec): 3 clusters
  Score: Raw -260325.549861 + Penalty 2629.480333 = -257696.069528
  nChanged 15
		SP:Iteration 31Q (42391.180000 sec): 3 clusters
  Score: Raw -260330.113177 + Penalty 2629.480333 = -257700.632844
  nChanged 13
		SP:Iteration 32Q (42391.350000 sec): 3 clusters
  Score: Raw -260333.377577 + Penalty 2629.480333 = -257703.897244
  nChanged 10
		SP:Iteration 33Q (42391.530000 sec): 3 clusters
  Score: Raw -260336.283495 + Penalty 2629.480333 = -257706.803162
  nChanged 13
		SP:Iteration 34Q (42391.700000 sec): 3 clusters
  Score: Raw -260339.611058 + Penalty 2629.480333 = -257710.130725
  nChanged 8
		SP:Iteration 35Q (42391.880000 sec): 3 clusters
  Score: Raw -260341.846110 + Penalty 2629.480333 = -257712.365778
  nChanged 7
		SP:Iteration 36Q (42392.060000 sec): 3 clusters
  Score: Raw -260343.565018 + Penalty 2629.480333 = -257714.084685
  nChanged 10
		SP:Iteration 37Q (42392.230000 sec): 3 clusters
  Score: Raw -260346.249799 + Penalty 2629.480333 = -257716.769467
  nChanged 9
		SP:Iteration 38Q (42392.410000 sec): 3 clusters
  Score: Raw -260348.864676 + Penalty 2629.480333 = -257719.384344
  nChanged 9
		SP:Iteration 39Q (42392.580000 sec): 3 clusters
  Score: Raw -260352.101423 + Penalty 2629.480333 = -257722.621091
  nChanged 7
		SP:Iteration 40F (42392.760000 sec): 3 clusters
  Score: Raw -260354.188338 + Penalty 2629.480333 = -257724.708005
  nChanged 9
		SP:Iteration 41Q (42392.940000 sec): 3 clusters
  Score: Raw -260357.217404 + Penalty 2629.480333 = -257727.737071
  nChanged 7
		SP:Iteration 42Q (42393.110000 sec): 3 clusters
  Score: Raw -260358.787270 + Penalty 2629.480333 = -257729.306937
  nChanged 6
		SP:Iteration 43Q (42393.290000 sec): 3 clusters
  Score: Raw -260360.312778 + Penalty 2629.480333 = -257730.832445
  nChanged 6
		SP:Iteration 44Q (42393.460000 sec): 3 clusters
  Score: Raw -260361.507261 + Penalty 2629.480333 = -257732.026929
  nChanged 2
		SP:Iteration 45Q (42393.640000 sec): 3 clusters
  Score: Raw -260361.800130 + Penalty 2629.480333 = -257732.319797
  nChanged 1
		SP:Iteration 46Q (42393.810000 sec): 3 clusters
  Score: Raw -260361.928730 + Penalty 2629.480333 = -257732.448397
  nChanged 0
		SP:Iteration 47F (42393.990000 sec): 3 clusters
  Score: Raw -260361.928730 + Penalty 2629.480333 = -257732.448397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42394.100000 sec): 2 clusters
  Score: Raw -233034.721843 + Penalty 1290.922342 = -231743.799501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42394.240000 sec): 3 clusters
  Score: Raw -231724.178019 + Penalty 2581.844685 = -229142.333335
  nChanged 1024
		SP:Iteration 1F (42394.380000 sec): 3 clusters
  Score: Raw -232331.322597 + Penalty 2581.844685 = -229749.477912
  nChanged 226
		SP:Iteration 2F (42394.530000 sec): 3 clusters
  Score: Raw -232489.201557 + Penalty 2581.844685 = -229907.356872
  nChanged 170
		SP:Iteration 3F (42394.670000 sec): 3 clusters
  Score: Raw -232620.857148 + Penalty 2581.844685 = -230039.012463
  nChanged 155
		SP:Iteration 4F (42394.830000 sec): 3 clusters
  Score: Raw -232733.523213 + Penalty 2581.844685 = -230151.678528
  nChanged 152
		SP:Iteration 5F (42394.990000 sec): 3 clusters
  Score: Raw -232846.406142 + Penalty 2581.844685 = -230264.561457
  nChanged 137
		SP:Iteration 6Q (42395.150000 sec): 3 clusters
  Score: Raw -232957.117678 + Penalty 2581.844685 = -230375.272993
  nChanged 120
		SP:Iteration 7Q (42395.320000 sec): 3 clusters
  Score: Raw -233042.514571 + Penalty 2581.844685 = -230460.669887
  nChanged 96
		SP:Iteration 8Q (42395.490000 sec): 3 clusters
  Score: Raw -233107.199264 + Penalty 2581.844685 = -230525.354579
  nChanged 79
		SP:Iteration 9Q (42395.660000 sec): 3 clusters
  Score: Raw -233165.104707 + Penalty 2581.844685 = -230583.260022
  nChanged 79
		SP:Iteration 10Q (42395.840000 sec): 3 clusters
  Score: Raw -233230.626064 + Penalty 2581.844685 = -230648.781380
  nChanged 66
		SP:Iteration 11Q (42396.020000 sec): 3 clusters
  Score: Raw -233283.952749 + Penalty 2581.844685 = -230702.108065
  nChanged 47
		SP:Iteration 12Q (42396.190000 sec): 3 clusters
  Score: Raw -233324.481386 + Penalty 2581.844685 = -230742.636701
  nChanged 42
		SP:Iteration 13Q (42396.370000 sec): 3 clusters
  Score: Raw -233356.796875 + Penalty 2581.844685 = -230774.952190
  nChanged 33
		SP:Iteration 14Q (42396.540000 sec): 3 clusters
  Score: Raw -233379.612315 + Penalty 2581.844685 = -230797.767630
  nChanged 24
		SP:Iteration 15Q (42396.690000 sec): 3 clusters
  Score: Raw -233396.763649 + Penalty 2581.844685 = -230814.918964
  nChanged 17
		SP:Iteration 16Q (42396.890000 sec): 3 clusters
  Score: Raw -233407.434468 + Penalty 2581.844685 = -230825.589784
  nChanged 15
		SP:Iteration 17Q (42397.060000 sec): 3 clusters
  Score: Raw -233416.808433 + Penalty 2581.844685 = -230834.963749
  nChanged 8
		SP:Iteration 18Q (42397.230000 sec): 3 clusters
  Score: Raw -233421.910853 + Penalty 2581.844685 = -230840.066168
  nChanged 6
		SP:Iteration 19Q (42397.410000 sec): 3 clusters
  Score: Raw -233423.959795 + Penalty 2581.844685 = -230842.115110
  nChanged 6
		SP:Iteration 20F (42397.580000 sec): 3 clusters
  Score: Raw -233427.620658 + Penalty 2581.844685 = -230845.775973
  nChanged 8
		SP:Iteration 21Q (42397.750000 sec): 3 clusters
  Score: Raw -233432.740195 + Penalty 2581.844685 = -230850.895510
  nChanged 5
		SP:Iteration 22Q (42397.930000 sec): 3 clusters
  Score: Raw -233434.442961 + Penalty 2581.844685 = -230852.598276
  nChanged 2
		SP:Iteration 23Q (42398.090000 sec): 3 clusters
  Score: Raw -233435.266326 + Penalty 2581.844685 = -230853.421641
  nChanged 5
		SP:Iteration 24Q (42398.270000 sec): 3 clusters
  Score: Raw -233436.888809 + Penalty 2581.844685 = -230855.044124
  nChanged 1
		SP:Iteration 25Q (42398.440000 sec): 3 clusters
  Score: Raw -233437.438832 + Penalty 2581.844685 = -230855.594147
  nChanged 0
		SP:Iteration 26F (42398.610000 sec): 3 clusters
  Score: Raw -233437.438832 + Penalty 2581.844685 = -230855.594147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42398.700000 sec): 2 clusters
  Score: Raw -43879.229198 + Penalty 1030.021538 = -42849.207660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42398.870000 sec): 3 clusters
  Score: Raw -43841.775324 + Penalty 2060.043075 = -41781.732249
  nChanged 137
		SP:Iteration 1F (42399.050000 sec): 3 clusters
  Score: Raw -44047.261350 + Penalty 2060.043075 = -41987.218274
  nChanged 42
		SP:Iteration 2F (42399.220000 sec): 3 clusters
  Score: Raw -44155.658608 + Penalty 2060.043075 = -42095.615532
  nChanged 30
		SP:Iteration 3F (42399.390000 sec): 3 clusters
  Score: Raw -44322.862419 + Penalty 2060.043075 = -42262.819343
  nChanged 47
		SP:Iteration 4F (42399.560000 sec): 3 clusters
  Score: Raw -44590.079727 + Penalty 2060.043075 = -42530.036651
  nChanged 41
		SP:Iteration 5F (42399.730000 sec): 3 clusters
  Score: Raw -44722.521872 + Penalty 2060.043075 = -42662.478797
  nChanged 23
		SP:Iteration 6Q (42399.910000 sec): 3 clusters
  Score: Raw -44778.778333 + Penalty 2060.043075 = -42718.735257
  nChanged 14
		SP:Iteration 7Q (42400.080000 sec): 3 clusters
  Score: Raw -44819.651040 + Penalty 2060.043075 = -42759.607965
  nChanged 10
		SP:Iteration 8Q (42400.250000 sec): 3 clusters
  Score: Raw -44856.310133 + Penalty 2060.043075 = -42796.267058
  nChanged 6
		SP:Iteration 9Q (42400.430000 sec): 3 clusters
  Score: Raw -44873.772515 + Penalty 2060.043075 = -42813.729439
  nChanged 4
		SP:Iteration 10Q (42400.600000 sec): 3 clusters
  Score: Raw -44879.515096 + Penalty 2060.043075 = -42819.472020
  nChanged 2
		SP:Iteration 11Q (42400.770000 sec): 3 clusters
  Score: Raw -44884.449200 + Penalty 2060.043075 = -42824.406124
  nChanged 1
		SP:Iteration 12Q (42400.930000 sec): 3 clusters
  Score: Raw -44887.333737 + Penalty 2060.043075 = -42827.290662
  nChanged 1
		SP:Iteration 13Q (42401.090000 sec): 3 clusters
  Score: Raw -44890.463278 + Penalty 2060.043075 = -42830.420203
  nChanged 0
		SP:Iteration 14F (42401.250000 sec): 3 clusters
  Score: Raw -44890.463278 + Penalty 2060.043075 = -42830.420203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42401.340000 sec): 2 clusters
  Score: Raw -227495.486008 + Penalty 1316.719484 = -226178.766524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42401.510000 sec): 3 clusters
  Score: Raw -225920.473866 + Penalty 2633.438969 = -223287.034898
  nChanged 1296
		SP:Iteration 1F (42401.680000 sec): 3 clusters
  Score: Raw -226896.026468 + Penalty 2633.438969 = -224262.587500
  nChanged 336
		SP:Iteration 2F (42401.850000 sec): 3 clusters
  Score: Raw -227198.917663 + Penalty 2633.438969 = -224565.478695
  nChanged 244
		SP:Iteration 3F (42402.030000 sec): 3 clusters
  Score: Raw -227407.247662 + Penalty 2633.438969 = -224773.808693
  nChanged 163
		SP:Iteration 4Q (42402.200000 sec): 3 clusters
  Score: Raw -227555.023358 + Penalty 2633.438969 = -224921.584390
  nChanged 135
		SP:Iteration 5Q (42402.370000 sec): 3 clusters
  Score: Raw -227654.714079 + Penalty 2633.438969 = -225021.275110
  nChanged 113
		SP:Iteration 6Q (42402.560000 sec): 3 clusters
  Score: Raw -227732.608214 + Penalty 2633.438969 = -225099.169245
  nChanged 92
		SP:Iteration 7Q (42402.730000 sec): 3 clusters
  Score: Raw -227784.826043 + Penalty 2633.438969 = -225151.387074
  nChanged 69
		SP:Iteration 8Q (42402.900000 sec): 3 clusters
  Score: Raw -227818.601000 + Penalty 2633.438969 = -225185.162032
  nChanged 56
		SP:Iteration 9Q (42403.080000 sec): 3 clusters
  Score: Raw -227854.438959 + Penalty 2633.438969 = -225220.999991
  nChanged 57
		SP:Iteration 10Q (42403.250000 sec): 3 clusters
  Score: Raw -227882.047222 + Penalty 2633.438969 = -225248.608254
  nChanged 50
		SP:Iteration 11Q (42403.420000 sec): 3 clusters
  Score: Raw -227904.269304 + Penalty 2633.438969 = -225270.830335
  nChanged 36
		SP:Iteration 12Q (42403.600000 sec): 3 clusters
  Score: Raw -227919.946107 + Penalty 2633.438969 = -225286.507139
  nChanged 31
		SP:Iteration 13Q (42403.770000 sec): 3 clusters
  Score: Raw -227933.117104 + Penalty 2633.438969 = -225299.678135
  nChanged 34
		SP:Iteration 14Q (42403.940000 sec): 3 clusters
  Score: Raw -227945.783849 + Penalty 2633.438969 = -225312.344881
  nChanged 31
		SP:Iteration 15Q (42404.120000 sec): 3 clusters
  Score: Raw -227960.906039 + Penalty 2633.438969 = -225327.467070
  nChanged 29
		SP:Iteration 16Q (42404.290000 sec): 3 clusters
  Score: Raw -227973.227770 + Penalty 2633.438969 = -225339.788801
  nChanged 29
		SP:Iteration 17Q (42404.460000 sec): 3 clusters
  Score: Raw -227987.380255 + Penalty 2633.438969 = -225353.941287
  nChanged 28
		SP:Iteration 18Q (42404.640000 sec): 3 clusters
  Score: Raw -228007.151943 + Penalty 2633.438969 = -225373.712974
  nChanged 41
		SP:Iteration 19Q (42404.780000 sec): 3 clusters
  Score: Raw -228027.292617 + Penalty 2633.438969 = -225393.853648
  nChanged 33
		SP:Iteration 20F (42404.880000 sec): 3 clusters
  Score: Raw -228041.866729 + Penalty 2633.438969 = -225408.427760
  nChanged 28
		SP:Iteration 21Q (42404.960000 sec): 3 clusters
  Score: Raw -228054.691261 + Penalty 2633.438969 = -225421.252293
  nChanged 36
		SP:Iteration 22Q (42405.030000 sec): 3 clusters
  Score: Raw -228073.468464 + Penalty 2633.438969 = -225440.029495
  nChanged 38
		SP:Iteration 23Q (42405.110000 sec): 3 clusters
  Score: Raw -228087.081462 + Penalty 2633.438969 = -225453.642494
  nChanged 30
		SP:Iteration 24Q (42405.190000 sec): 3 clusters
  Score: Raw -228100.880021 + Penalty 2633.438969 = -225467.441052
  nChanged 26
		SP:Iteration 25Q (42405.270000 sec): 3 clusters
  Score: Raw -228112.954364 + Penalty 2633.438969 = -225479.515395
  nChanged 19
		SP:Iteration 26Q (42405.340000 sec): 3 clusters
  Score: Raw -228121.071329 + Penalty 2633.438969 = -225487.632360
  nChanged 18
		SP:Iteration 27Q (42405.420000 sec): 3 clusters
  Score: Raw -228126.752798 + Penalty 2633.438969 = -225493.313829
  nChanged 11
		SP:Iteration 28Q (42405.540000 sec): 3 clusters
  Score: Raw -228130.172255 + Penalty 2633.438969 = -225496.733286
  nChanged 15
		SP:Iteration 29Q (42405.620000 sec): 3 clusters
  Score: Raw -228133.624626 + Penalty 2633.438969 = -225500.185657
  nChanged 16
		SP:Iteration 30Q (42405.720000 sec): 3 clusters
  Score: Raw -228139.123551 + Penalty 2633.438969 = -225505.684582
  nChanged 13
		SP:Iteration 31Q (42405.820000 sec): 3 clusters
  Score: Raw -228141.687846 + Penalty 2633.438969 = -225508.248877
  nChanged 9
		SP:Iteration 32Q (42405.930000 sec): 3 clusters
  Score: Raw -228144.268764 + Penalty 2633.438969 = -225510.829795
  nChanged 7
		SP:Iteration 33Q (42406.030000 sec): 3 clusters
  Score: Raw -228147.961065 + Penalty 2633.438969 = -225514.522097
  nChanged 10
		SP:Iteration 34Q (42406.160000 sec): 3 clusters
  Score: Raw -228153.380583 + Penalty 2633.438969 = -225519.941614
  nChanged 9
		SP:Iteration 35Q (42406.290000 sec): 3 clusters
  Score: Raw -228155.834058 + Penalty 2633.438969 = -225522.395090
  nChanged 7
		SP:Iteration 36Q (42406.390000 sec): 3 clusters
  Score: Raw -228157.319324 + Penalty 2633.438969 = -225523.880355
  nChanged 3
		SP:Iteration 37Q (42406.490000 sec): 3 clusters
  Score: Raw -228158.524153 + Penalty 2633.438969 = -225525.085184
  nChanged 7
		SP:Iteration 38Q (42406.590000 sec): 3 clusters
  Score: Raw -228161.003231 + Penalty 2633.438969 = -225527.564263
  nChanged 5
		SP:Iteration 39Q (42406.690000 sec): 3 clusters
  Score: Raw -228162.952625 + Penalty 2633.438969 = -225529.513657
  nChanged 7
		SP:Iteration 40F (42406.790000 sec): 3 clusters
  Score: Raw -228164.763364 + Penalty 2633.438969 = -225531.324395
  nChanged 7
		SP:Iteration 41Q (42406.990000 sec): 3 clusters
  Score: Raw -228165.849365 + Penalty 2633.438969 = -225532.410396
  nChanged 3
		SP:Iteration 42Q (42407.160000 sec): 3 clusters
  Score: Raw -228167.240939 + Penalty 2633.438969 = -225533.801970
  nChanged 5
		SP:Iteration 43Q (42407.330000 sec): 3 clusters
  Score: Raw -228169.010736 + Penalty 2633.438969 = -225535.571768
  nChanged 6
		SP:Iteration 44Q (42407.510000 sec): 3 clusters
  Score: Raw -228170.253154 + Penalty 2633.438969 = -225536.814185
  nChanged 3
		SP:Iteration 45Q (42407.680000 sec): 3 clusters
  Score: Raw -228170.662503 + Penalty 2633.438969 = -225537.223534
  nChanged 6
		SP:Iteration 46Q (42407.850000 sec): 3 clusters
  Score: Raw -228171.669342 + Penalty 2633.438969 = -225538.230374
  nChanged 6
		SP:Iteration 47Q (42408.030000 sec): 3 clusters
  Score: Raw -228173.821626 + Penalty 2633.438969 = -225540.382658
  nChanged 9
		SP:Iteration 48Q (42408.200000 sec): 3 clusters
  Score: Raw -228177.518512 + Penalty 2633.438969 = -225544.079543
  nChanged 11
		SP:Iteration 49Q (42408.370000 sec): 3 clusters
  Score: Raw -228180.498209 + Penalty 2633.438969 = -225547.059240
  nChanged 11
		SP:Iteration 50Q (42408.550000 sec): 3 clusters
  Score: Raw -228184.189012 + Penalty 2633.438969 = -225550.750044
  nChanged 10
		SP:Iteration 51Q (42408.720000 sec): 3 clusters
  Score: Raw -228189.366838 + Penalty 2633.438969 = -225555.927870
  nChanged 12
		SP:Iteration 52Q (42408.890000 sec): 3 clusters
  Score: Raw -228192.928415 + Penalty 2633.438969 = -225559.489446
  nChanged 14
		SP:Iteration 53Q (42409.070000 sec): 3 clusters
  Score: Raw -228197.428421 + Penalty 2633.438969 = -225563.989452
  nChanged 21
		SP:Iteration 54Q (42409.240000 sec): 3 clusters
  Score: Raw -228204.422188 + Penalty 2633.438969 = -225570.983219
  nChanged 19
		SP:Iteration 55Q (42409.420000 sec): 3 clusters
  Score: Raw -228209.722640 + Penalty 2633.438969 = -225576.283671
  nChanged 16
		SP:Iteration 56Q (42409.590000 sec): 3 clusters
  Score: Raw -228218.750806 + Penalty 2633.438969 = -225585.311837
  nChanged 33
		SP:Iteration 57Q (42409.760000 sec): 3 clusters
  Score: Raw -228231.037895 + Penalty 2633.438969 = -225597.598926
  nChanged 24
		SP:Iteration 58Q (42409.940000 sec): 3 clusters
  Score: Raw -228243.225902 + Penalty 2633.438969 = -225609.786933
  nChanged 24
		SP:Iteration 59Q (42410.110000 sec): 3 clusters
  Score: Raw -228253.472168 + Penalty 2633.438969 = -225620.033199
  nChanged 32
		SP:Iteration 60F (42410.290000 sec): 3 clusters
  Score: Raw -228265.722671 + Penalty 2633.438969 = -225632.283702
  nChanged 27
		SP:Iteration 61Q (42410.460000 sec): 3 clusters
  Score: Raw -228276.005340 + Penalty 2633.438969 = -225642.566371
  nChanged 22
		SP:Iteration 62Q (42410.630000 sec): 3 clusters
  Score: Raw -228283.883662 + Penalty 2633.438969 = -225650.444693
  nChanged 18
		SP:Iteration 63Q (42410.810000 sec): 3 clusters
  Score: Raw -228288.685674 + Penalty 2633.438969 = -225655.246705
  nChanged 13
		SP:Iteration 64Q (42410.980000 sec): 3 clusters
  Score: Raw -228293.149348 + Penalty 2633.438969 = -225659.710379
  nChanged 11
		SP:Iteration 65Q (42411.080000 sec): 3 clusters
  Score: Raw -228297.364085 + Penalty 2633.438969 = -225663.925116
  nChanged 7
		SP:Iteration 66Q (42411.170000 sec): 3 clusters
  Score: Raw -228299.481163 + Penalty 2633.438969 = -225666.042194
  nChanged 3
		SP:Iteration 67Q (42411.250000 sec): 3 clusters
  Score: Raw -228300.193194 + Penalty 2633.438969 = -225666.754225
  nChanged 5
		SP:Iteration 68Q (42411.330000 sec): 3 clusters
  Score: Raw -228301.559260 + Penalty 2633.438969 = -225668.120291
  nChanged 8
		SP:Iteration 69Q (42411.410000 sec): 3 clusters
  Score: Raw -228304.041899 + Penalty 2633.438969 = -225670.602930
  nChanged 8
		SP:Iteration 70Q (42411.490000 sec): 3 clusters
  Score: Raw -228307.277963 + Penalty 2633.438969 = -225673.838994
  nChanged 9
		SP:Iteration 71Q (42411.570000 sec): 3 clusters
  Score: Raw -228309.775695 + Penalty 2633.438969 = -225676.336726
  nChanged 5
		SP:Iteration 72Q (42411.640000 sec): 3 clusters
  Score: Raw -228311.325167 + Penalty 2633.438969 = -225677.886199
  nChanged 4
		SP:Iteration 73Q (42411.720000 sec): 3 clusters
  Score: Raw -228312.014266 + Penalty 2633.438969 = -225678.575297
  nChanged 4
		SP:Iteration 74Q (42411.800000 sec): 3 clusters
  Score: Raw -228312.561824 + Penalty 2633.438969 = -225679.122855
  nChanged 2
		SP:Iteration 75Q (42411.880000 sec): 3 clusters
  Score: Raw -228313.226457 + Penalty 2633.438969 = -225679.787488
  nChanged 4
		SP:Iteration 76Q (42411.950000 sec): 3 clusters
  Score: Raw -228314.811790 + Penalty 2633.438969 = -225681.372821
  nChanged 8
		SP:Iteration 77Q (42412.030000 sec): 3 clusters
  Score: Raw -228317.437068 + Penalty 2633.438969 = -225683.998100
  nChanged 6
		SP:Iteration 78Q (42412.110000 sec): 3 clusters
  Score: Raw -228319.784833 + Penalty 2633.438969 = -225686.345864
  nChanged 5
		SP:Iteration 79Q (42412.190000 sec): 3 clusters
  Score: Raw -228321.173503 + Penalty 2633.438969 = -225687.734534
  nChanged 9
		SP:Iteration 80F (42412.270000 sec): 3 clusters
  Score: Raw -228323.619501 + Penalty 2633.438969 = -225690.180532
  nChanged 8
		SP:Iteration 81Q (42412.340000 sec): 3 clusters
  Score: Raw -228325.860026 + Penalty 2633.438969 = -225692.421057
  nChanged 11
		SP:Iteration 82Q (42412.510000 sec): 3 clusters
  Score: Raw -228328.396610 + Penalty 2633.438969 = -225694.957641
  nChanged 8
		SP:Iteration 83Q (42412.690000 sec): 3 clusters
  Score: Raw -228330.108392 + Penalty 2633.438969 = -225696.669423
  nChanged 6
		SP:Iteration 84Q (42412.860000 sec): 3 clusters
  Score: Raw -228331.033224 + Penalty 2633.438969 = -225697.594255
  nChanged 3
		SP:Iteration 85Q (42413.030000 sec): 3 clusters
  Score: Raw -228331.613404 + Penalty 2633.438969 = -225698.174435
  nChanged 4
		SP:Iteration 86Q (42413.210000 sec): 3 clusters
  Score: Raw -228333.259779 + Penalty 2633.438969 = -225699.820810
  nChanged 2
		SP:Iteration 87Q (42413.380000 sec): 3 clusters
  Score: Raw -228333.569647 + Penalty 2633.438969 = -225700.130679
  nChanged 2
		SP:Iteration 88Q (42413.550000 sec): 3 clusters
  Score: Raw -228334.084311 + Penalty 2633.438969 = -225700.645342
  nChanged 1
		SP:Iteration 89Q (42413.730000 sec): 3 clusters
  Score: Raw -228334.388878 + Penalty 2633.438969 = -225700.949910
  nChanged 0
		SP:Iteration 90F (42413.900000 sec): 3 clusters
  Score: Raw -228334.388878 + Penalty 2633.438969 = -225700.949910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42413.990000 sec): 2 clusters
  Score: Raw -114966.309579 + Penalty 1199.696298 = -113766.613281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42414.160000 sec): 3 clusters
  Score: Raw -114331.378455 + Penalty 2399.392596 = -111931.985859
  nChanged 543
		SP:Iteration 1F (42414.330000 sec): 3 clusters
  Score: Raw -114723.883728 + Penalty 2399.392596 = -112324.491132
  nChanged 148
		SP:Iteration 2F (42414.510000 sec): 3 clusters
  Score: Raw -114866.143437 + Penalty 2399.392596 = -112466.750841
  nChanged 96
		SP:Iteration 3F (42414.680000 sec): 3 clusters
  Score: Raw -114965.310782 + Penalty 2399.392596 = -112565.918186
  nChanged 70
		SP:Iteration 4Q (42414.710000 sec): 3 clusters
  Score: Raw -115043.770844 + Penalty 2399.392596 = -112644.378248
  nChanged 54
		SP:Iteration 5Q (42414.810000 sec): 3 clusters
  Score: Raw -115089.156545 + Penalty 2399.392596 = -112689.763949
  nChanged 38
		SP:Iteration 6Q (42414.990000 sec): 3 clusters
  Score: Raw -115124.637088 + Penalty 2399.392596 = -112725.244492
  nChanged 37
		SP:Iteration 7Q (42415.180000 sec): 3 clusters
  Score: Raw -115151.994499 + Penalty 2399.392596 = -112752.601903
  nChanged 29
		SP:Iteration 8Q (42415.330000 sec): 3 clusters
  Score: Raw -115181.772065 + Penalty 2399.392596 = -112782.379469
  nChanged 32
		SP:Iteration 9Q (42415.490000 sec): 3 clusters
  Score: Raw -115205.816464 + Penalty 2399.392596 = -112806.423868
  nChanged 14
		SP:Iteration 10Q (42415.650000 sec): 3 clusters
  Score: Raw -115217.959827 + Penalty 2399.392596 = -112818.567230
  nChanged 11
		SP:Iteration 11Q (42415.810000 sec): 3 clusters
  Score: Raw -115227.305919 + Penalty 2399.392596 = -112827.913323
  nChanged 19
		SP:Iteration 12Q (42415.970000 sec): 3 clusters
  Score: Raw -115243.691679 + Penalty 2399.392596 = -112844.299083
  nChanged 19
		SP:Iteration 13Q (42416.130000 sec): 3 clusters
  Score: Raw -115251.926613 + Penalty 2399.392596 = -112852.534017
  nChanged 11
		SP:Iteration 14Q (42416.310000 sec): 3 clusters
  Score: Raw -115261.365511 + Penalty 2399.392596 = -112861.972915
  nChanged 15
		SP:Iteration 15Q (42416.480000 sec): 3 clusters
  Score: Raw -115273.152785 + Penalty 2399.392596 = -112873.760189
  nChanged 16
		SP:Iteration 16Q (42416.660000 sec): 3 clusters
  Score: Raw -115285.187986 + Penalty 2399.392596 = -112885.795390
  nChanged 13
		SP:Iteration 17Q (42416.830000 sec): 3 clusters
  Score: Raw -115293.674822 + Penalty 2399.392596 = -112894.282226
  nChanged 12
		SP:Iteration 18Q (42417.010000 sec): 3 clusters
  Score: Raw -115300.175731 + Penalty 2399.392596 = -112900.783135
  nChanged 8
		SP:Iteration 19Q (42417.190000 sec): 3 clusters
  Score: Raw -115304.705463 + Penalty 2399.392596 = -112905.312867
  nChanged 7
		SP:Iteration 20F (42417.360000 sec): 3 clusters
  Score: Raw -115306.665228 + Penalty 2399.392596 = -112907.272632
  nChanged 3
		SP:Iteration 21Q (42417.540000 sec): 3 clusters
  Score: Raw -115308.742573 + Penalty 2399.392596 = -112909.349977
  nChanged 4
		SP:Iteration 22Q (42417.710000 sec): 3 clusters
  Score: Raw -115311.511895 + Penalty 2399.392596 = -112912.119299
  nChanged 4
		SP:Iteration 23Q (42417.890000 sec): 3 clusters
  Score: Raw -115313.117939 + Penalty 2399.392596 = -112913.725343
  nChanged 2
		SP:Iteration 24Q (42418.070000 sec): 3 clusters
  Score: Raw -115313.649506 + Penalty 2399.392596 = -112914.256910
  nChanged 0
		SP:Iteration 25F (42418.240000 sec): 3 clusters
  Score: Raw -115313.649506 + Penalty 2399.392596 = -112914.256910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42418.310000 sec): 2 clusters
  Score: Raw -225225.364457 + Penalty 1284.154209 = -223941.210248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42418.490000 sec): 3 clusters
  Score: Raw -223996.718299 + Penalty 2568.308417 = -221428.409881
  nChanged 1019
		SP:Iteration 1F (42418.670000 sec): 3 clusters
  Score: Raw -224705.436485 + Penalty 2568.308417 = -222137.128068
  nChanged 288
		SP:Iteration 2F (42418.840000 sec): 3 clusters
  Score: Raw -225033.106520 + Penalty 2568.308417 = -222464.798103
  nChanged 251
		SP:Iteration 3F (42419.020000 sec): 3 clusters
  Score: Raw -225325.460858 + Penalty 2568.308417 = -222757.152440
  nChanged 191
		SP:Iteration 4F (42419.190000 sec): 3 clusters
  Score: Raw -225544.294700 + Penalty 2568.308417 = -222975.986283
  nChanged 147
		SP:Iteration 5F (42419.370000 sec): 3 clusters
  Score: Raw -225702.644687 + Penalty 2568.308417 = -223134.336270
  nChanged 121
		SP:Iteration 6Q (42419.540000 sec): 3 clusters
  Score: Raw -225817.805214 + Penalty 2568.308417 = -223249.496796
  nChanged 92
		SP:Iteration 7Q (42419.720000 sec): 3 clusters
  Score: Raw -225884.543914 + Penalty 2568.308417 = -223316.235497
  nChanged 50
		SP:Iteration 8Q (42419.900000 sec): 3 clusters
  Score: Raw -225918.401997 + Penalty 2568.308417 = -223350.093580
  nChanged 29
		SP:Iteration 9Q (42420.070000 sec): 3 clusters
  Score: Raw -225937.355206 + Penalty 2568.308417 = -223369.046789
  nChanged 31
		SP:Iteration 10Q (42420.250000 sec): 3 clusters
  Score: Raw -225953.267692 + Penalty 2568.308417 = -223384.959275
  nChanged 19
		SP:Iteration 11Q (42420.420000 sec): 3 clusters
  Score: Raw -225963.743277 + Penalty 2568.308417 = -223395.434859
  nChanged 7
		SP:Iteration 12Q (42420.600000 sec): 3 clusters
  Score: Raw -225966.430151 + Penalty 2568.308417 = -223398.121733
  nChanged 2
		SP:Iteration 13Q (42420.780000 sec): 3 clusters
  Score: Raw -225967.161448 + Penalty 2568.308417 = -223398.853031
  nChanged 0
		SP:Iteration 14F (42420.950000 sec): 3 clusters
  Score: Raw -225967.161448 + Penalty 2568.308417 = -223398.853031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42421.040000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42421.220000 sec): 3 clusters
  Score: Raw -15756.013754 + Penalty 1725.187002 = -14030.826753
  nChanged 29
		SP:Iteration 1F (42421.390000 sec): 3 clusters
  Score: Raw -15849.774030 + Penalty 1725.187002 = -14124.587028
  nChanged 5
		SP:Iteration 2Q (42421.570000 sec): 3 clusters
  Score: Raw -15871.784530 + Penalty 1725.187002 = -14146.597528
  nChanged 3
		SP:Iteration 3Q (42421.740000 sec): 3 clusters
  Score: Raw -15880.311672 + Penalty 1725.187002 = -14155.124670
  nChanged 3
		SP:Iteration 4Q (42421.920000 sec): 3 clusters
  Score: Raw -15890.027100 + Penalty 1725.187002 = -14164.840098
  nChanged 0
		SP:Iteration 5F (42422.100000 sec): 3 clusters
  Score: Raw -15890.027100 + Penalty 1725.187002 = -14164.840098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42422.180000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42422.360000 sec): 3 clusters
  Score: Raw -35123.140833 + Penalty 2013.844342 = -33109.296491
  nChanged 104
		SP:Iteration 1F (42422.530000 sec): 3 clusters
  Score: Raw -35302.777412 + Penalty 2013.844342 = -33288.933071
  nChanged 28
		SP:Iteration 2F (42422.710000 sec): 3 clusters
  Score: Raw -35337.995978 + Penalty 2013.844342 = -33324.151636
  nChanged 11
		SP:Iteration 3Q (42422.880000 sec): 3 clusters
  Score: Raw -35365.536816 + Penalty 2013.844342 = -33351.692475
  nChanged 9
		SP:Iteration 4Q (42423.060000 sec): 3 clusters
  Score: Raw -35379.253345 + Penalty 2013.844342 = -33365.409004
  nChanged 9
		SP:Iteration 5Q (42423.230000 sec): 3 clusters
  Score: Raw -35399.999579 + Penalty 2013.844342 = -33386.155238
  nChanged 7
		SP:Iteration 6Q (42423.400000 sec): 3 clusters
  Score: Raw -35411.379388 + Penalty 2013.844342 = -33397.535047
  nChanged 4
		SP:Iteration 7Q (42423.580000 sec): 3 clusters
  Score: Raw -35420.196287 + Penalty 2013.844342 = -33406.351946
  nChanged 2
		SP:Iteration 8Q (42423.750000 sec): 3 clusters
  Score: Raw -35423.243349 + Penalty 2013.844342 = -33409.399008
  nChanged 2
		SP:Iteration 9Q (42423.920000 sec): 3 clusters
  Score: Raw -35426.508272 + Penalty 2013.844342 = -33412.663930
  nChanged 0
		SP:Iteration 10F (42424.100000 sec): 3 clusters
  Score: Raw -35426.508272 + Penalty 2013.844342 = -33412.663930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42424.180000 sec): 2 clusters
  Score: Raw -119204.818331 + Penalty 1183.336969 = -118021.481362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42424.360000 sec): 3 clusters
  Score: Raw -118692.702897 + Penalty 2366.673939 = -116326.028958
  nChanged 465
		SP:Iteration 1F (42424.530000 sec): 3 clusters
  Score: Raw -119038.419883 + Penalty 2366.673939 = -116671.745944
  nChanged 110
		SP:Iteration 2F (42424.700000 sec): 3 clusters
  Score: Raw -119142.353304 + Penalty 2366.673939 = -116775.679365
  nChanged 69
		SP:Iteration 3Q (42424.880000 sec): 3 clusters
  Score: Raw -119201.132170 + Penalty 2366.673939 = -116834.458232
  nChanged 51
		SP:Iteration 4Q (42425.050000 sec): 3 clusters
  Score: Raw -119252.416222 + Penalty 2366.673939 = -116885.742283
  nChanged 43
		SP:Iteration 5Q (42425.230000 sec): 3 clusters
  Score: Raw -119290.558766 + Penalty 2366.673939 = -116923.884827
  nChanged 28
		SP:Iteration 6Q (42425.400000 sec): 3 clusters
  Score: Raw -119318.487501 + Penalty 2366.673939 = -116951.813562
  nChanged 26
		SP:Iteration 7Q (42425.590000 sec): 3 clusters
  Score: Raw -119341.091908 + Penalty 2366.673939 = -116974.417969
  nChanged 21
		SP:Iteration 8Q (42425.750000 sec): 3 clusters
  Score: Raw -119355.457401 + Penalty 2366.673939 = -116988.783462
  nChanged 11
		SP:Iteration 9Q (42425.920000 sec): 3 clusters
  Score: Raw -119368.027955 + Penalty 2366.673939 = -117001.354016
  nChanged 13
		SP:Iteration 10Q (42426.100000 sec): 3 clusters
  Score: Raw -119375.441806 + Penalty 2366.673939 = -117008.767867
  nChanged 10
		SP:Iteration 11Q (42426.260000 sec): 3 clusters
  Score: Raw -119384.464798 + Penalty 2366.673939 = -117017.790859
  nChanged 9
		SP:Iteration 12Q (42426.400000 sec): 3 clusters
  Score: Raw -119389.520793 + Penalty 2366.673939 = -117022.846854
  nChanged 6
		SP:Iteration 13Q (42426.570000 sec): 3 clusters
  Score: Raw -119395.787876 + Penalty 2366.673939 = -117029.113937
  nChanged 12
		SP:Iteration 14Q (42426.740000 sec): 3 clusters
  Score: Raw -119403.810624 + Penalty 2366.673939 = -117037.136685
  nChanged 14
		SP:Iteration 15Q (42426.920000 sec): 3 clusters
  Score: Raw -119411.197612 + Penalty 2366.673939 = -117044.523673
  nChanged 6
		SP:Iteration 16Q (42427.090000 sec): 3 clusters
  Score: Raw -119414.203470 + Penalty 2366.673939 = -117047.529532
  nChanged 7
		SP:Iteration 17Q (42427.260000 sec): 3 clusters
  Score: Raw -119418.420094 + Penalty 2366.673939 = -117051.746155
  nChanged 8
		SP:Iteration 18Q (42427.440000 sec): 3 clusters
  Score: Raw -119426.649776 + Penalty 2366.673939 = -117059.975837
  nChanged 13
		SP:Iteration 19Q (42427.610000 sec): 3 clusters
  Score: Raw -119439.765157 + Penalty 2366.673939 = -117073.091218
  nChanged 18
		SP:Iteration 20F (42427.780000 sec): 3 clusters
  Score: Raw -119457.939224 + Penalty 2366.673939 = -117091.265285
  nChanged 14
		SP:Iteration 21Q (42427.960000 sec): 3 clusters
  Score: Raw -119470.647823 + Penalty 2366.673939 = -117103.973884
  nChanged 17
		SP:Iteration 22Q (42428.130000 sec): 3 clusters
  Score: Raw -119482.533149 + Penalty 2366.673939 = -117115.859210
  nChanged 9
		SP:Iteration 23Q (42428.310000 sec): 3 clusters
  Score: Raw -119489.419965 + Penalty 2366.673939 = -117122.746026
  nChanged 4
		SP:Iteration 24Q (42428.480000 sec): 3 clusters
  Score: Raw -119493.135446 + Penalty 2366.673939 = -117126.461507
  nChanged 3
		SP:Iteration 25Q (42428.650000 sec): 3 clusters
  Score: Raw -119495.047572 + Penalty 2366.673939 = -117128.373633
  nChanged 3
		SP:Iteration 26Q (42428.830000 sec): 3 clusters
  Score: Raw -119496.548270 + Penalty 2366.673939 = -117129.874331
  nChanged 1
		SP:Iteration 27Q (42429.000000 sec): 3 clusters
  Score: Raw -119497.198139 + Penalty 2366.673939 = -117130.524200
  nChanged 2
		SP:Iteration 28Q (42429.180000 sec): 3 clusters
  Score: Raw -119497.696466 + Penalty 2366.673939 = -117131.022527
  nChanged 3
		SP:Iteration 29Q (42429.350000 sec): 3 clusters
  Score: Raw -119499.464079 + Penalty 2366.673939 = -117132.790140
  nChanged 4
		SP:Iteration 30Q (42429.520000 sec): 3 clusters
  Score: Raw -119503.245611 + Penalty 2366.673939 = -117136.571672
  nChanged 3
		SP:Iteration 31Q (42429.700000 sec): 3 clusters
  Score: Raw -119505.217671 + Penalty 2366.673939 = -117138.543732
  nChanged 0
		SP:Iteration 32F (42429.870000 sec): 3 clusters
  Score: Raw -119505.217671 + Penalty 2366.673939 = -117138.543732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42429.970000 sec): 2 clusters
  Score: Raw -150814.955736 + Penalty 1244.000980 = -149570.954756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42430.150000 sec): 3 clusters
  Score: Raw -149914.900847 + Penalty 2488.001960 = -147426.898887
  nChanged 741
		SP:Iteration 1F (42430.310000 sec): 3 clusters
  Score: Raw -150397.620436 + Penalty 2488.001960 = -147909.618477
  nChanged 189
		SP:Iteration 2F (42430.470000 sec): 3 clusters
  Score: Raw -150577.397975 + Penalty 2488.001960 = -148089.396015
  nChanged 137
		SP:Iteration 3F (42430.630000 sec): 3 clusters
  Score: Raw -150712.227390 + Penalty 2488.001960 = -148224.225430
  nChanged 110
		SP:Iteration 4F (42430.790000 sec): 3 clusters
  Score: Raw -150804.655333 + Penalty 2488.001960 = -148316.653373
  nChanged 103
		SP:Iteration 5Q (42430.950000 sec): 3 clusters
  Score: Raw -150889.105000 + Penalty 2488.001960 = -148401.103041
  nChanged 95
		SP:Iteration 6Q (42431.110000 sec): 3 clusters
  Score: Raw -150999.516475 + Penalty 2488.001960 = -148511.514516
  nChanged 101
		SP:Iteration 7Q (42431.270000 sec): 3 clusters
  Score: Raw -151118.927923 + Penalty 2488.001960 = -148630.925963
  nChanged 99
		SP:Iteration 8Q (42431.430000 sec): 3 clusters
  Score: Raw -151231.278261 + Penalty 2488.001960 = -148743.276301
  nChanged 88
		SP:Iteration 9Q (42431.590000 sec): 3 clusters
  Score: Raw -151313.700406 + Penalty 2488.001960 = -148825.698446
  nChanged 59
		SP:Iteration 10Q (42431.750000 sec): 3 clusters
  Score: Raw -151374.809922 + Penalty 2488.001960 = -148886.807963
  nChanged 57
		SP:Iteration 11Q (42431.910000 sec): 3 clusters
  Score: Raw -151421.690650 + Penalty 2488.001960 = -148933.688690
  nChanged 28
		SP:Iteration 12Q (42432.070000 sec): 3 clusters
  Score: Raw -151435.920126 + Penalty 2488.001960 = -148947.918167
  nChanged 10
		SP:Iteration 13Q (42432.230000 sec): 3 clusters
  Score: Raw -151440.291243 + Penalty 2488.001960 = -148952.289283
  nChanged 8
		SP:Iteration 14Q (42432.390000 sec): 3 clusters
  Score: Raw -151444.913209 + Penalty 2488.001960 = -148956.911249
  nChanged 12
		SP:Iteration 15Q (42432.550000 sec): 3 clusters
  Score: Raw -151450.057839 + Penalty 2488.001960 = -148962.055880
  nChanged 6
		SP:Iteration 16Q (42432.710000 sec): 3 clusters
  Score: Raw -151453.338914 + Penalty 2488.001960 = -148965.336954
  nChanged 4
		SP:Iteration 17Q (42432.870000 sec): 3 clusters
  Score: Raw -151455.552815 + Penalty 2488.001960 = -148967.550855
  nChanged 8
		SP:Iteration 18Q (42433.030000 sec): 3 clusters
  Score: Raw -151462.058055 + Penalty 2488.001960 = -148974.056096
  nChanged 4
		SP:Iteration 19Q (42433.190000 sec): 3 clusters
  Score: Raw -151463.759508 + Penalty 2488.001960 = -148975.757549
  nChanged 5
		SP:Iteration 20F (42433.350000 sec): 3 clusters
  Score: Raw -151465.759421 + Penalty 2488.001960 = -148977.757462
  nChanged 2
		SP:Iteration 21Q (42433.510000 sec): 3 clusters
  Score: Raw -151466.278037 + Penalty 2488.001960 = -148978.276077
  nChanged 0
		SP:Iteration 22F (42433.670000 sec): 3 clusters
  Score: Raw -151466.278037 + Penalty 2488.001960 = -148978.276077
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42433.740000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42433.900000 sec): 3 clusters
  Score: Raw -16495.176576 + Penalty 1725.187002 = -14769.989575
  nChanged 26
		SP:Iteration 1F (42434.060000 sec): 3 clusters
  Score: Raw -16556.661515 + Penalty 1725.187002 = -14831.474513
  nChanged 4
		SP:Iteration 2Q (42434.220000 sec): 3 clusters
  Score: Raw -16570.627227 + Penalty 1725.187002 = -14845.440225
  nChanged 2
		SP:Iteration 3Q (42434.380000 sec): 3 clusters
  Score: Raw -16584.103729 + Penalty 1725.187002 = -14858.916727
  nChanged 2
		SP:Iteration 4Q (42434.540000 sec): 3 clusters
  Score: Raw -16597.202546 + Penalty 1725.187002 = -14872.015544
  nChanged 2
		SP:Iteration 5Q (42434.700000 sec): 3 clusters
  Score: Raw -16604.876897 + Penalty 1725.187002 = -14879.689895
  nChanged 1
		SP:Iteration 6Q (42434.860000 sec): 3 clusters
  Score: Raw -16610.978090 + Penalty 1725.187002 = -14885.791088
  nChanged 1
		SP:Iteration 7Q (42435.020000 sec): 3 clusters
  Score: Raw -16615.147204 + Penalty 1725.187002 = -14889.960202
  nChanged 0
		SP:Iteration 8F (42435.180000 sec): 3 clusters
  Score: Raw -16615.147204 + Penalty 1725.187002 = -14889.960202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42435.260000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42435.420000 sec): 3 clusters
  Score: Raw -33386.223463 + Penalty 1960.753022 = -31425.470441
  nChanged 84
		SP:Iteration 1F (42435.600000 sec): 3 clusters
  Score: Raw -33527.997801 + Penalty 1960.753022 = -31567.244779
  nChanged 33
		SP:Iteration 2F (42435.770000 sec): 3 clusters
  Score: Raw -33611.665527 + Penalty 1960.753022 = -31650.912505
  nChanged 24
		SP:Iteration 3F (42435.940000 sec): 3 clusters
  Score: Raw -33658.651128 + Penalty 1960.753022 = -31697.898106
  nChanged 17
		SP:Iteration 4Q (42436.120000 sec): 3 clusters
  Score: Raw -33701.505165 + Penalty 1960.753022 = -31740.752143
  nChanged 13
		SP:Iteration 5Q (42436.290000 sec): 3 clusters
  Score: Raw -33731.188653 + Penalty 1960.753022 = -31770.435631
  nChanged 9
		SP:Iteration 6Q (42436.460000 sec): 3 clusters
  Score: Raw -33748.689129 + Penalty 1960.753022 = -31787.936107
  nChanged 6
		SP:Iteration 7Q (42436.640000 sec): 3 clusters
  Score: Raw -33761.608057 + Penalty 1960.753022 = -31800.855035
  nChanged 9
		SP:Iteration 8Q (42436.810000 sec): 3 clusters
  Score: Raw -33788.309966 + Penalty 1960.753022 = -31827.556944
  nChanged 6
		SP:Iteration 9Q (42436.980000 sec): 3 clusters
  Score: Raw -33798.671768 + Penalty 1960.753022 = -31837.918746
  nChanged 4
		SP:Iteration 10Q (42437.160000 sec): 3 clusters
  Score: Raw -33803.556922 + Penalty 1960.753022 = -31842.803900
  nChanged 2
		SP:Iteration 11Q (42437.330000 sec): 3 clusters
  Score: Raw -33806.489357 + Penalty 1960.753022 = -31845.736335
  nChanged 3
		SP:Iteration 12Q (42437.510000 sec): 3 clusters
  Score: Raw -33816.787522 + Penalty 1960.753022 = -31856.034500
  nChanged 1
		SP:Iteration 13Q (42437.680000 sec): 3 clusters
  Score: Raw -33818.386471 + Penalty 1960.753022 = -31857.633449
  nChanged 0
		SP:Iteration 14F (42437.850000 sec): 3 clusters
  Score: Raw -33818.386471 + Penalty 1960.753022 = -31857.633449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42438.370000 sec): 2 clusters
  Score: Raw -6013213.281599 + Penalty 1832.203694 = -6011381.077905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42439.190000 sec): 3 clusters
  Score: Raw -5962431.460951 + Penalty 3664.407388 = -5958767.053564
  nChanged 37364
		SP:Iteration 1F (42440.020000 sec): 3 clusters
  Score: Raw -5984502.422903 + Penalty 3664.407388 = -5980838.015515
  nChanged 3773
		SP:Iteration 2Q (42440.850000 sec): 3 clusters
  Score: Raw -5985838.656623 + Penalty 3664.407388 = -5982174.249236
  nChanged 3891
		SP:Iteration 3Q (42441.690000 sec): 3 clusters
  Score: Raw -5987440.857060 + Penalty 3664.407388 = -5983776.449672
  nChanged 4151
		SP:Iteration 4F (42442.500000 sec): 3 clusters
  Score: Raw -5989379.043497 + Penalty 3664.407388 = -5985714.636109
  nChanged 4451
		SP:Iteration 5F (42443.310000 sec): 3 clusters
  Score: Raw -5991711.120761 + Penalty 3664.407388 = -5988046.713373
  nChanged 4575
		SP:Iteration 6F (42444.140000 sec): 3 clusters
  Score: Raw -5994205.265276 + Penalty 3664.407388 = -5990540.857889
  nChanged 4456
		SP:Iteration 7F (42444.980000 sec): 3 clusters
  Score: Raw -5996717.089753 + Penalty 3664.407388 = -5993052.682365
  nChanged 4040
		SP:Iteration 8F (42445.820000 sec): 3 clusters
  Score: Raw -5999019.905611 + Penalty 3664.407388 = -5995355.498224
  nChanged 3544
		SP:Iteration 9Q (42446.660000 sec): 3 clusters
  Score: Raw -6000849.646611 + Penalty 3664.407388 = -5997185.239223
  nChanged 2954
		SP:Iteration 10Q (42447.500000 sec): 3 clusters
  Score: Raw -6002114.589814 + Penalty 3664.407388 = -5998450.182426
  nChanged 2255
		SP:Iteration 11Q (42448.280000 sec): 3 clusters
  Score: Raw -6002923.892890 + Penalty 3664.407388 = -5999259.485502
  nChanged 1762
		SP:Iteration 12Q (42449.120000 sec): 3 clusters
  Score: Raw -6003493.430955 + Penalty 3664.407388 = -5999829.023567
  nChanged 1493
		SP:Iteration 13Q (42449.940000 sec): 3 clusters
  Score: Raw -6003938.182008 + Penalty 3664.407388 = -6000273.774620
  nChanged 1323
		SP:Iteration 14Q (42450.780000 sec): 3 clusters
  Score: Raw -6004340.891585 + Penalty 3664.407388 = -6000676.484197
  nChanged 1293
		SP:Iteration 15Q (42451.590000 sec): 3 clusters
  Score: Raw -6004778.757793 + Penalty 3664.407388 = -6001114.350405
  nChanged 1302
		SP:Iteration 16Q (42452.440000 sec): 3 clusters
  Score: Raw -6005240.935249 + Penalty 3664.407388 = -6001576.527861
  nChanged 1318
		SP:Iteration 17Q (42453.270000 sec): 3 clusters
  Score: Raw -6005714.751293 + Penalty 3664.407388 = -6002050.343906
  nChanged 1303
		SP:Iteration 18Q (42454.060000 sec): 3 clusters
  Score: Raw -6006196.182575 + Penalty 3664.407388 = -6002531.775187
  nChanged 1356
		SP:Iteration 19Q (42454.790000 sec): 3 clusters
  Score: Raw -6006729.062169 + Penalty 3664.407388 = -6003064.654781
  nChanged 1380
		SP:Iteration 20F (42455.570000 sec): 3 clusters
  Score: Raw -6007249.769731 + Penalty 3664.407388 = -6003585.362344
  nChanged 1331
		SP:Iteration 21Q (42456.390000 sec): 3 clusters
  Score: Raw -6007748.437849 + Penalty 3664.407388 = -6004084.030461
  nChanged 1278
		SP:Iteration 22Q (42457.190000 sec): 3 clusters
  Score: Raw -6008186.321315 + Penalty 3664.407388 = -6004521.913927
  nChanged 1164
		SP:Iteration 23Q (42458.000000 sec): 3 clusters
  Score: Raw -6008565.166677 + Penalty 3664.407388 = -6004900.759290
  nChanged 1030
		SP:Iteration 24Q (42458.800000 sec): 3 clusters
  Score: Raw -6008870.251273 + Penalty 3664.407388 = -6005205.843885
  nChanged 889
		SP:Iteration 25Q (42459.560000 sec): 3 clusters
  Score: Raw -6009097.637848 + Penalty 3664.407388 = -6005433.230460
  nChanged 831
		SP:Iteration 26Q (42460.370000 sec): 3 clusters
  Score: Raw -6009277.776487 + Penalty 3664.407388 = -6005613.369099
  nChanged 652
		SP:Iteration 27Q (42461.130000 sec): 3 clusters
  Score: Raw -6009395.319651 + Penalty 3664.407388 = -6005730.912263
  nChanged 558
		SP:Iteration 28Q (42461.920000 sec): 3 clusters
  Score: Raw -6009487.474849 + Penalty 3664.407388 = -6005823.067461
  nChanged 511
		SP:Iteration 29Q (42462.720000 sec): 3 clusters
  Score: Raw -6009562.701127 + Penalty 3664.407388 = -6005898.293739
  nChanged 409
		SP:Iteration 30Q (42463.520000 sec): 3 clusters
  Score: Raw -6009611.052043 + Penalty 3664.407388 = -6005946.644656
  nChanged 355
		SP:Iteration 31Q (42464.330000 sec): 3 clusters
  Score: Raw -6009649.217039 + Penalty 3664.407388 = -6005984.809651
  nChanged 299
		SP:Iteration 32Q (42465.140000 sec): 3 clusters
  Score: Raw -6009679.408814 + Penalty 3664.407388 = -6006015.001426
  nChanged 257
		SP:Iteration 33Q (42465.940000 sec): 3 clusters
  Score: Raw -6009698.361255 + Penalty 3664.407388 = -6006033.953867
  nChanged 195
		SP:Iteration 34Q (42466.730000 sec): 3 clusters
  Score: Raw -6009710.176717 + Penalty 3664.407388 = -6006045.769330
  nChanged 146
		SP:Iteration 35Q (42467.530000 sec): 3 clusters
  Score: Raw -6009717.500521 + Penalty 3664.407388 = -6006053.093133
  nChanged 122
		SP:Iteration 36Q (42468.350000 sec): 3 clusters
  Score: Raw -6009723.097915 + Penalty 3664.407388 = -6006058.690527
  nChanged 119
		SP:Iteration 37Q (42469.150000 sec): 3 clusters
  Score: Raw -6009728.183304 + Penalty 3664.407388 = -6006063.775916
  nChanged 96
		SP:Iteration 38Q (42469.950000 sec): 3 clusters
  Score: Raw -6009732.099709 + Penalty 3664.407388 = -6006067.692321
  nChanged 85
		SP:Iteration 39Q (42470.760000 sec): 3 clusters
  Score: Raw -6009735.273611 + Penalty 3664.407388 = -6006070.866223
  nChanged 75
		SP:Iteration 40F (42471.560000 sec): 3 clusters
  Score: Raw -6009737.628040 + Penalty 3664.407388 = -6006073.220652
  nChanged 68
		SP:Iteration 41Q (42472.300000 sec): 3 clusters
  Score: Raw -6009739.612583 + Penalty 3664.407388 = -6006075.205195
  nChanged 51
		SP:Iteration 42Q (42473.040000 sec): 3 clusters
  Score: Raw -6009741.030202 + Penalty 3664.407388 = -6006076.622814
  nChanged 41
		SP:Iteration 43Q (42473.820000 sec): 3 clusters
  Score: Raw -6009742.334137 + Penalty 3664.407388 = -6006077.926749
  nChanged 48
		SP:Iteration 44Q (42474.580000 sec): 3 clusters
  Score: Raw -6009743.772356 + Penalty 3664.407388 = -6006079.364969
  nChanged 48
		SP:Iteration 45Q (42475.370000 sec): 3 clusters
  Score: Raw -6009745.081489 + Penalty 3664.407388 = -6006080.674101
  nChanged 43
		SP:Iteration 46Q (42476.170000 sec): 3 clusters
  Score: Raw -6009746.230823 + Penalty 3664.407388 = -6006081.823435
  nChanged 33
		SP:Iteration 47Q (42476.930000 sec): 3 clusters
  Score: Raw -6009747.007107 + Penalty 3664.407388 = -6006082.599719
  nChanged 34
		SP:Iteration 48Q (42477.670000 sec): 3 clusters
  Score: Raw -6009747.925550 + Penalty 3664.407388 = -6006083.518162
  nChanged 37
		SP:Iteration 49Q (42478.430000 sec): 3 clusters
  Score: Raw -6009748.936285 + Penalty 3664.407388 = -6006084.528897
  nChanged 44
		SP:Iteration 50Q (42479.230000 sec): 3 clusters
  Score: Raw -6009750.150329 + Penalty 3664.407388 = -6006085.742942
  nChanged 50
		SP:Iteration 51Q (42479.990000 sec): 3 clusters
  Score: Raw -6009751.550072 + Penalty 3664.407388 = -6006087.142684
  nChanged 46
		SP:Iteration 52Q (42480.790000 sec): 3 clusters
  Score: Raw -6009752.812332 + Penalty 3664.407388 = -6006088.404945
  nChanged 38
		SP:Iteration 53Q (42481.570000 sec): 3 clusters
  Score: Raw -6009753.897546 + Penalty 3664.407388 = -6006089.490158
  nChanged 38
		SP:Iteration 54Q (42482.380000 sec): 3 clusters
  Score: Raw -6009754.939331 + Penalty 3664.407388 = -6006090.531943
  nChanged 46
		SP:Iteration 55Q (42483.190000 sec): 3 clusters
  Score: Raw -6009756.188143 + Penalty 3664.407388 = -6006091.780755
  nChanged 45
		SP:Iteration 56Q (42483.960000 sec): 3 clusters
  Score: Raw -6009757.447085 + Penalty 3664.407388 = -6006093.039697
  nChanged 42
		SP:Iteration 57Q (42484.760000 sec): 3 clusters
  Score: Raw -6009758.686473 + Penalty 3664.407388 = -6006094.279085
  nChanged 51
		SP:Iteration 58Q (42485.530000 sec): 3 clusters
  Score: Raw -6009760.174854 + Penalty 3664.407388 = -6006095.767466
  nChanged 54
		SP:Iteration 59Q (42486.370000 sec): 3 clusters
  Score: Raw -6009762.056116 + Penalty 3664.407388 = -6006097.648728
  nChanged 54
		SP:Iteration 60F (42487.120000 sec): 3 clusters
  Score: Raw -6009763.756076 + Penalty 3664.407388 = -6006099.348689
  nChanged 58
		SP:Iteration 61Q (42487.930000 sec): 3 clusters
  Score: Raw -6009765.252639 + Penalty 3664.407388 = -6006100.845251
  nChanged 54
		SP:Iteration 62Q (42488.660000 sec): 3 clusters
  Score: Raw -6009766.756584 + Penalty 3664.407388 = -6006102.349196
  nChanged 61
		SP:Iteration 63Q (42489.440000 sec): 3 clusters
  Score: Raw -6009768.714977 + Penalty 3664.407388 = -6006104.307589
  nChanged 61
		SP:Iteration 64Q (42490.230000 sec): 3 clusters
  Score: Raw -6009770.331728 + Penalty 3664.407388 = -6006105.924341
  nChanged 44
		SP:Iteration 65Q (42491.000000 sec): 3 clusters
  Score: Raw -6009771.352899 + Penalty 3664.407388 = -6006106.945512
  nChanged 33
		SP:Iteration 66Q (42491.810000 sec): 3 clusters
  Score: Raw -6009772.043535 + Penalty 3664.407388 = -6006107.636147
  nChanged 33
		SP:Iteration 67Q (42492.570000 sec): 3 clusters
  Score: Raw -6009772.841212 + Penalty 3664.407388 = -6006108.433824
  nChanged 40
		SP:Iteration 68Q (42493.370000 sec): 3 clusters
  Score: Raw -6009773.808824 + Penalty 3664.407388 = -6006109.401437
  nChanged 34
		SP:Iteration 69Q (42494.130000 sec): 3 clusters
  Score: Raw -6009774.670018 + Penalty 3664.407388 = -6006110.262630
  nChanged 34
		SP:Iteration 70Q (42494.930000 sec): 3 clusters
  Score: Raw -6009775.537674 + Penalty 3664.407388 = -6006111.130286
  nChanged 34
		SP:Iteration 71Q (42495.660000 sec): 3 clusters
  Score: Raw -6009776.184237 + Penalty 3664.407388 = -6006111.776849
  nChanged 31
		SP:Iteration 72Q (42496.470000 sec): 3 clusters
  Score: Raw -6009776.925214 + Penalty 3664.407388 = -6006112.517827
  nChanged 31
		SP:Iteration 73Q (42497.280000 sec): 3 clusters
  Score: Raw -6009777.498341 + Penalty 3664.407388 = -6006113.090953
  nChanged 31
		SP:Iteration 74Q (42498.040000 sec): 3 clusters
  Score: Raw -6009778.178476 + Penalty 3664.407388 = -6006113.771088
  nChanged 33
		SP:Iteration 75Q (42498.780000 sec): 3 clusters
  Score: Raw -6009779.038414 + Penalty 3664.407388 = -6006114.631026
  nChanged 26
		SP:Iteration 76Q (42499.550000 sec): 3 clusters
  Score: Raw -6009779.577948 + Penalty 3664.407388 = -6006115.170560
  nChanged 23
		SP:Iteration 77Q (42500.280000 sec): 3 clusters
  Score: Raw -6009780.012083 + Penalty 3664.407388 = -6006115.604695
  nChanged 24
		SP:Iteration 78Q (42500.990000 sec): 3 clusters
  Score: Raw -6009780.511221 + Penalty 3664.407388 = -6006116.103833
  nChanged 25
		SP:Iteration 79Q (42501.780000 sec): 3 clusters
  Score: Raw -6009780.964444 + Penalty 3664.407388 = -6006116.557056
  nChanged 23
		SP:Iteration 80F (42502.560000 sec): 3 clusters
  Score: Raw -6009781.546201 + Penalty 3664.407388 = -6006117.138813
  nChanged 27
		SP:Iteration 81Q (42503.320000 sec): 3 clusters
  Score: Raw -6009782.273784 + Penalty 3664.407388 = -6006117.866396
  nChanged 31
		SP:Iteration 82Q (42504.080000 sec): 3 clusters
  Score: Raw -6009783.047786 + Penalty 3664.407388 = -6006118.640398
  nChanged 39
		SP:Iteration 83Q (42504.880000 sec): 3 clusters
  Score: Raw -6009783.928455 + Penalty 3664.407388 = -6006119.521067
  nChanged 36
		SP:Iteration 84Q (42505.640000 sec): 3 clusters
  Score: Raw -6009784.613893 + Penalty 3664.407388 = -6006120.206505
  nChanged 39
		SP:Iteration 85Q (42506.440000 sec): 3 clusters
  Score: Raw -6009785.477222 + Penalty 3664.407388 = -6006121.069834
  nChanged 43
		SP:Iteration 86Q (42507.180000 sec): 3 clusters
  Score: Raw -6009786.379924 + Penalty 3664.407388 = -6006121.972536
  nChanged 32
		SP:Iteration 87Q (42508.000000 sec): 3 clusters
  Score: Raw -6009787.060993 + Penalty 3664.407388 = -6006122.653606
  nChanged 25
		SP:Iteration 88Q (42508.780000 sec): 3 clusters
  Score: Raw -6009787.477894 + Penalty 3664.407388 = -6006123.070507
  nChanged 19
		SP:Iteration 89Q (42509.620000 sec): 3 clusters
  Score: Raw -6009787.710278 + Penalty 3664.407388 = -6006123.302890
  nChanged 13
		SP:Iteration 90Q (42510.390000 sec): 3 clusters
  Score: Raw -6009787.881457 + Penalty 3664.407388 = -6006123.474070
  nChanged 12
		SP:Iteration 91Q (42511.150000 sec): 3 clusters
  Score: Raw -6009788.036726 + Penalty 3664.407388 = -6006123.629338
  nChanged 12
		SP:Iteration 92Q (42511.950000 sec): 3 clusters
  Score: Raw -6009788.209765 + Penalty 3664.407388 = -6006123.802377
  nChanged 13
		SP:Iteration 93Q (42512.710000 sec): 3 clusters
  Score: Raw -6009788.459313 + Penalty 3664.407388 = -6006124.051925
  nChanged 13
		SP:Iteration 94Q (42513.500000 sec): 3 clusters
  Score: Raw -6009788.754222 + Penalty 3664.407388 = -6006124.346835
  nChanged 15
		SP:Iteration 95Q (42514.250000 sec): 3 clusters
  Score: Raw -6009789.086280 + Penalty 3664.407388 = -6006124.678892
  nChanged 23
		SP:Iteration 96Q (42515.050000 sec): 3 clusters
  Score: Raw -6009789.502211 + Penalty 3664.407388 = -6006125.094823
  nChanged 17
		SP:Iteration 97Q (42515.820000 sec): 3 clusters
  Score: Raw -6009789.813354 + Penalty 3664.407388 = -6006125.405966
  nChanged 16
		SP:Iteration 98Q (42516.630000 sec): 3 clusters
  Score: Raw -6009790.145686 + Penalty 3664.407388 = -6006125.738299
  nChanged 20
		SP:Iteration 99Q (42517.400000 sec): 3 clusters
  Score: Raw -6009790.423199 + Penalty 3664.407388 = -6006126.015811
  nChanged 11
		SP:Iteration 100F (42518.250000 sec): 3 clusters
  Score: Raw -6009790.588192 + Penalty 3664.407388 = -6006126.180805
  nChanged 9
		SP:Iteration 101Q (42519.050000 sec): 3 clusters
  Score: Raw -6009790.712425 + Penalty 3664.407388 = -6006126.305037
  nChanged 8
		SP:Iteration 102Q (42519.810000 sec): 3 clusters
  Score: Raw -6009790.808585 + Penalty 3664.407388 = -6006126.401198
  nChanged 9
		SP:Iteration 103Q (42520.550000 sec): 3 clusters
  Score: Raw -6009790.938607 + Penalty 3664.407388 = -6006126.531219
  nChanged 7
		SP:Iteration 104Q (42521.250000 sec): 3 clusters
  Score: Raw -6009791.080468 + Penalty 3664.407388 = -6006126.673080
  nChanged 8
		SP:Iteration 105Q (42522.010000 sec): 3 clusters
  Score: Raw -6009791.227397 + Penalty 3664.407388 = -6006126.820009
  nChanged 6
		SP:Iteration 106Q (42522.770000 sec): 3 clusters
  Score: Raw -6009791.333937 + Penalty 3664.407388 = -6006126.926549
  nChanged 9
		SP:Iteration 107Q (42523.450000 sec): 3 clusters
  Score: Raw -6009791.494284 + Penalty 3664.407388 = -6006127.086896
  nChanged 10
		SP:Iteration 108Q (42524.150000 sec): 3 clusters
  Score: Raw -6009791.619759 + Penalty 3664.407388 = -6006127.212371
  nChanged 8
		SP:Iteration 109Q (42524.940000 sec): 3 clusters
  Score: Raw -6009791.742271 + Penalty 3664.407388 = -6006127.334884
  nChanged 5
		SP:Iteration 110Q (42525.740000 sec): 3 clusters
  Score: Raw -6009791.822863 + Penalty 3664.407388 = -6006127.415475
  nChanged 9
		SP:Iteration 111Q (42526.510000 sec): 3 clusters
  Score: Raw -6009791.980041 + Penalty 3664.407388 = -6006127.572653
  nChanged 15
		SP:Iteration 112Q (42527.320000 sec): 3 clusters
  Score: Raw -6009792.164978 + Penalty 3664.407388 = -6006127.757590
  nChanged 9
		SP:Iteration 113Q (42528.090000 sec): 3 clusters
  Score: Raw -6009792.294049 + Penalty 3664.407388 = -6006127.886661
  nChanged 7
		SP:Iteration 114Q (42528.900000 sec): 3 clusters
  Score: Raw -6009792.379645 + Penalty 3664.407388 = -6006127.972257
  nChanged 7
		SP:Iteration 115Q (42529.660000 sec): 3 clusters
  Score: Raw -6009792.514832 + Penalty 3664.407388 = -6006128.107444
  nChanged 11
		SP:Iteration 116Q (42530.480000 sec): 3 clusters
  Score: Raw -6009792.646907 + Penalty 3664.407388 = -6006128.239519
  nChanged 8
		SP:Iteration 117Q (42531.240000 sec): 3 clusters
  Score: Raw -6009792.788432 + Penalty 3664.407388 = -6006128.381044
  nChanged 8
		SP:Iteration 118Q (42532.000000 sec): 3 clusters
  Score: Raw -6009792.991508 + Penalty 3664.407388 = -6006128.584120
  nChanged 16
		SP:Iteration 119Q (42532.770000 sec): 3 clusters
  Score: Raw -6009793.316555 + Penalty 3664.407388 = -6006128.909167
  nChanged 15
		SP:Iteration 120F (42533.570000 sec): 3 clusters
  Score: Raw -6009793.589228 + Penalty 3664.407388 = -6006129.181840
  nChanged 12
		SP:Iteration 121Q (42534.370000 sec): 3 clusters
  Score: Raw -6009793.840093 + Penalty 3664.407388 = -6006129.432705
  nChanged 18
		SP:Iteration 122Q (42535.170000 sec): 3 clusters
  Score: Raw -6009794.120356 + Penalty 3664.407388 = -6006129.712968
  nChanged 12
		SP:Iteration 123Q (42535.930000 sec): 3 clusters
  Score: Raw -6009794.384121 + Penalty 3664.407388 = -6006129.976734
  nChanged 13
		SP:Iteration 124Q (42536.740000 sec): 3 clusters
  Score: Raw -6009794.631154 + Penalty 3664.407388 = -6006130.223766
  nChanged 10
		SP:Iteration 125Q (42537.500000 sec): 3 clusters
  Score: Raw -6009794.779497 + Penalty 3664.407388 = -6006130.372109
  nChanged 10
		SP:Iteration 126Q (42538.320000 sec): 3 clusters
  Score: Raw -6009794.907177 + Penalty 3664.407388 = -6006130.499789
  nChanged 9
		SP:Iteration 127Q (42539.080000 sec): 3 clusters
  Score: Raw -6009795.032969 + Penalty 3664.407388 = -6006130.625581
  nChanged 7
		SP:Iteration 128Q (42539.890000 sec): 3 clusters
  Score: Raw -6009795.131660 + Penalty 3664.407388 = -6006130.724272
  nChanged 7
		SP:Iteration 129Q (42540.580000 sec): 3 clusters
  Score: Raw -6009795.233224 + Penalty 3664.407388 = -6006130.825836
  nChanged 7
		SP:Iteration 130Q (42541.330000 sec): 3 clusters
  Score: Raw -6009795.402752 + Penalty 3664.407388 = -6006130.995364
  nChanged 9
		SP:Iteration 131Q (42542.120000 sec): 3 clusters
  Score: Raw -6009795.531490 + Penalty 3664.407388 = -6006131.124103
  nChanged 6
		SP:Iteration 132Q (42542.870000 sec): 3 clusters
  Score: Raw -6009795.586086 + Penalty 3664.407388 = -6006131.178698
  nChanged 6
		SP:Iteration 133Q (42543.690000 sec): 3 clusters
  Score: Raw -6009795.693096 + Penalty 3664.407388 = -6006131.285708
  nChanged 4
		SP:Iteration 134Q (42544.460000 sec): 3 clusters
  Score: Raw -6009795.745740 + Penalty 3664.407388 = -6006131.338352
  nChanged 6
		SP:Iteration 135Q (42545.260000 sec): 3 clusters
  Score: Raw -6009795.794854 + Penalty 3664.407388 = -6006131.387466
  nChanged 4
		SP:Iteration 136Q (42546.040000 sec): 3 clusters
  Score: Raw -6009795.830184 + Penalty 3664.407388 = -6006131.422797
  nChanged 5
		SP:Iteration 137Q (42546.800000 sec): 3 clusters
  Score: Raw -6009795.892819 + Penalty 3664.407388 = -6006131.485431
  nChanged 8
		SP:Iteration 138Q (42547.560000 sec): 3 clusters
  Score: Raw -6009795.975106 + Penalty 3664.407388 = -6006131.567718
  nChanged 2
		SP:Iteration 139Q (42548.360000 sec): 3 clusters
  Score: Raw -6009795.998167 + Penalty 3664.407388 = -6006131.590779
  nChanged 1
		SP:Iteration 140F (42549.170000 sec): 3 clusters
  Score: Raw -6009796.008507 + Penalty 3664.407388 = -6006131.601119
  nChanged 1
		SP:Iteration 141Q (42550.010000 sec): 3 clusters
  Score: Raw -6009796.014651 + Penalty 3664.407388 = -6006131.607263
  nChanged 0
		SP:Iteration 142F (42550.850000 sec): 3 clusters
  Score: Raw -6009796.014651 + Penalty 3664.407388 = -6006131.607263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42551.020000 sec): 2 clusters
  Score: Raw -291505.261933 + Penalty 1343.460456 = -290161.801477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42551.210000 sec): 3 clusters
  Score: Raw -289585.867225 + Penalty 2686.920911 = -286898.946313
  nChanged 1572
		SP:Iteration 1F (42551.370000 sec): 3 clusters
  Score: Raw -290599.687905 + Penalty 2686.920911 = -287912.766994
  nChanged 305
		SP:Iteration 2F (42551.530000 sec): 3 clusters
  Score: Raw -290788.979211 + Penalty 2686.920911 = -288102.058299
  nChanged 215
		SP:Iteration 3F (42551.690000 sec): 3 clusters
  Score: Raw -290938.589746 + Penalty 2686.920911 = -288251.668834
  nChanged 195
		SP:Iteration 4F (42551.850000 sec): 3 clusters
  Score: Raw -291085.876454 + Penalty 2686.920911 = -288398.955543
  nChanged 195
		SP:Iteration 5F (42552.010000 sec): 3 clusters
  Score: Raw -291234.198753 + Penalty 2686.920911 = -288547.277842
  nChanged 180
		SP:Iteration 6Q (42552.170000 sec): 3 clusters
  Score: Raw -291372.946488 + Penalty 2686.920911 = -288686.025577
  nChanged 144
		SP:Iteration 7Q (42552.330000 sec): 3 clusters
  Score: Raw -291486.009585 + Penalty 2686.920911 = -288799.088674
  nChanged 137
		SP:Iteration 8Q (42552.490000 sec): 3 clusters
  Score: Raw -291592.937938 + Penalty 2686.920911 = -288906.017027
  nChanged 117
		SP:Iteration 9Q (42552.650000 sec): 3 clusters
  Score: Raw -291696.253475 + Penalty 2686.920911 = -289009.332563
  nChanged 106
		SP:Iteration 10Q (42552.810000 sec): 3 clusters
  Score: Raw -291782.513249 + Penalty 2686.920911 = -289095.592338
  nChanged 79
		SP:Iteration 11Q (42552.970000 sec): 3 clusters
  Score: Raw -291841.916322 + Penalty 2686.920911 = -289154.995411
  nChanged 71
		SP:Iteration 12Q (42553.130000 sec): 3 clusters
  Score: Raw -291896.891956 + Penalty 2686.920911 = -289209.971044
  nChanged 63
		SP:Iteration 13Q (42553.290000 sec): 3 clusters
  Score: Raw -291957.718977 + Penalty 2686.920911 = -289270.798066
  nChanged 66
		SP:Iteration 14Q (42553.450000 sec): 3 clusters
  Score: Raw -292000.382476 + Penalty 2686.920911 = -289313.461564
  nChanged 33
		SP:Iteration 15Q (42553.610000 sec): 3 clusters
  Score: Raw -292022.532313 + Penalty 2686.920911 = -289335.611401
  nChanged 27
		SP:Iteration 16Q (42553.770000 sec): 3 clusters
  Score: Raw -292038.775921 + Penalty 2686.920911 = -289351.855009
  nChanged 24
		SP:Iteration 17Q (42553.930000 sec): 3 clusters
  Score: Raw -292054.530800 + Penalty 2686.920911 = -289367.609889
  nChanged 24
		SP:Iteration 18Q (42554.090000 sec): 3 clusters
  Score: Raw -292070.055106 + Penalty 2686.920911 = -289383.134194
  nChanged 20
		SP:Iteration 19Q (42554.250000 sec): 3 clusters
  Score: Raw -292083.924265 + Penalty 2686.920911 = -289397.003354
  nChanged 18
		SP:Iteration 20F (42554.410000 sec): 3 clusters
  Score: Raw -292092.567501 + Penalty 2686.920911 = -289405.646590
  nChanged 10
		SP:Iteration 21Q (42554.570000 sec): 3 clusters
  Score: Raw -292095.700001 + Penalty 2686.920911 = -289408.779090
  nChanged 6
		SP:Iteration 22Q (42554.730000 sec): 3 clusters
  Score: Raw -292099.488862 + Penalty 2686.920911 = -289412.567950
  nChanged 7
		SP:Iteration 23Q (42554.890000 sec): 3 clusters
  Score: Raw -292104.019805 + Penalty 2686.920911 = -289417.098894
  nChanged 8
		SP:Iteration 24Q (42555.050000 sec): 3 clusters
  Score: Raw -292108.728124 + Penalty 2686.920911 = -289421.807213
  nChanged 2
		SP:Iteration 25Q (42555.210000 sec): 3 clusters
  Score: Raw -292109.477110 + Penalty 2686.920911 = -289422.556199
  nChanged 0
		SP:Iteration 26F (42555.370000 sec): 3 clusters
  Score: Raw -292109.477110 + Penalty 2686.920911 = -289422.556199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42555.440000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42555.600000 sec): 3 clusters
  Score: Raw -140211.973278 + Penalty 2424.472299 = -137787.500979
  nChanged 594
		SP:Iteration 1F (42555.770000 sec): 3 clusters
  Score: Raw -140627.927712 + Penalty 2424.472299 = -138203.455413
  nChanged 125
		SP:Iteration 2F (42555.940000 sec): 3 clusters
  Score: Raw -140735.783824 + Penalty 2424.472299 = -138311.311525
  nChanged 82
		SP:Iteration 3Q (42556.110000 sec): 3 clusters
  Score: Raw -140793.127314 + Penalty 2424.472299 = -138368.655015
  nChanged 59
		SP:Iteration 4Q (42556.290000 sec): 3 clusters
  Score: Raw -140824.006977 + Penalty 2424.472299 = -138399.534678
  nChanged 39
		SP:Iteration 5Q (42556.460000 sec): 3 clusters
  Score: Raw -140844.467411 + Penalty 2424.472299 = -138419.995112
  nChanged 24
		SP:Iteration 6Q (42556.630000 sec): 3 clusters
  Score: Raw -140857.754195 + Penalty 2424.472299 = -138433.281896
  nChanged 25
		SP:Iteration 7Q (42556.810000 sec): 3 clusters
  Score: Raw -140874.937055 + Penalty 2424.472299 = -138450.464756
  nChanged 29
		SP:Iteration 8Q (42556.980000 sec): 3 clusters
  Score: Raw -140895.386170 + Penalty 2424.472299 = -138470.913871
  nChanged 31
		SP:Iteration 9Q (42557.150000 sec): 3 clusters
  Score: Raw -140915.074008 + Penalty 2424.472299 = -138490.601709
  nChanged 27
		SP:Iteration 10Q (42557.330000 sec): 3 clusters
  Score: Raw -140929.403833 + Penalty 2424.472299 = -138504.931533
  nChanged 18
		SP:Iteration 11Q (42557.510000 sec): 3 clusters
  Score: Raw -140936.687400 + Penalty 2424.472299 = -138512.215101
  nChanged 12
		SP:Iteration 12Q (42557.680000 sec): 3 clusters
  Score: Raw -140942.020506 + Penalty 2424.472299 = -138517.548207
  nChanged 11
		SP:Iteration 13Q (42557.860000 sec): 3 clusters
  Score: Raw -140947.175338 + Penalty 2424.472299 = -138522.703039
  nChanged 13
		SP:Iteration 14Q (42558.030000 sec): 3 clusters
  Score: Raw -140954.294773 + Penalty 2424.472299 = -138529.822474
  nChanged 17
		SP:Iteration 15Q (42558.210000 sec): 3 clusters
  Score: Raw -140963.079808 + Penalty 2424.472299 = -138538.607509
  nChanged 15
		SP:Iteration 16Q (42558.390000 sec): 3 clusters
  Score: Raw -140976.900600 + Penalty 2424.472299 = -138552.428301
  nChanged 14
		SP:Iteration 17Q (42558.560000 sec): 3 clusters
  Score: Raw -140985.715769 + Penalty 2424.472299 = -138561.243470
  nChanged 15
		SP:Iteration 18Q (42558.740000 sec): 3 clusters
  Score: Raw -140994.286395 + Penalty 2424.472299 = -138569.814096
  nChanged 9
		SP:Iteration 19Q (42558.910000 sec): 3 clusters
  Score: Raw -140997.889621 + Penalty 2424.472299 = -138573.417322
  nChanged 9
		SP:Iteration 20F (42559.090000 sec): 3 clusters
  Score: Raw -141000.856281 + Penalty 2424.472299 = -138576.383982
  nChanged 7
		SP:Iteration 21Q (42559.270000 sec): 3 clusters
  Score: Raw -141004.236999 + Penalty 2424.472299 = -138579.764700
  nChanged 5
		SP:Iteration 22Q (42559.440000 sec): 3 clusters
  Score: Raw -141006.942705 + Penalty 2424.472299 = -138582.470406
  nChanged 6
		SP:Iteration 23Q (42559.620000 sec): 3 clusters
  Score: Raw -141008.480626 + Penalty 2424.472299 = -138584.008327
  nChanged 4
		SP:Iteration 24Q (42559.790000 sec): 3 clusters
  Score: Raw -141009.816396 + Penalty 2424.472299 = -138585.344097
  nChanged 5
		SP:Iteration 25Q (42559.970000 sec): 3 clusters
  Score: Raw -141012.857198 + Penalty 2424.472299 = -138588.384899
  nChanged 4
		SP:Iteration 26Q (42560.150000 sec): 3 clusters
  Score: Raw -141016.448155 + Penalty 2424.472299 = -138591.975856
  nChanged 7
		SP:Iteration 27Q (42560.310000 sec): 3 clusters
  Score: Raw -141023.053278 + Penalty 2424.472299 = -138598.580979
  nChanged 9
		SP:Iteration 28Q (42560.480000 sec): 3 clusters
  Score: Raw -141027.655760 + Penalty 2424.472299 = -138603.183461
  nChanged 10
		SP:Iteration 29Q (42560.660000 sec): 3 clusters
  Score: Raw -141033.221266 + Penalty 2424.472299 = -138608.748967
  nChanged 14
		SP:Iteration 30Q (42560.830000 sec): 3 clusters
  Score: Raw -141041.211957 + Penalty 2424.472299 = -138616.739658
  nChanged 15
		SP:Iteration 31Q (42561.010000 sec): 3 clusters
  Score: Raw -141051.536699 + Penalty 2424.472299 = -138627.064400
  nChanged 20
		SP:Iteration 32Q (42561.180000 sec): 3 clusters
  Score: Raw -141062.112973 + Penalty 2424.472299 = -138637.640674
  nChanged 12
		SP:Iteration 33Q (42561.350000 sec): 3 clusters
  Score: Raw -141068.344096 + Penalty 2424.472299 = -138643.871797
  nChanged 13
		SP:Iteration 34Q (42561.530000 sec): 3 clusters
  Score: Raw -141074.925333 + Penalty 2424.472299 = -138650.453034
  nChanged 8
		SP:Iteration 35Q (42561.700000 sec): 3 clusters
  Score: Raw -141079.484363 + Penalty 2424.472299 = -138655.012064
  nChanged 8
		SP:Iteration 36Q (42561.870000 sec): 3 clusters
  Score: Raw -141084.161847 + Penalty 2424.472299 = -138659.689548
  nChanged 5
		SP:Iteration 37Q (42562.050000 sec): 3 clusters
  Score: Raw -141088.046654 + Penalty 2424.472299 = -138663.574355
  nChanged 5
		SP:Iteration 38Q (42562.220000 sec): 3 clusters
  Score: Raw -141090.909123 + Penalty 2424.472299 = -138666.436824
  nChanged 10
		SP:Iteration 39Q (42562.390000 sec): 3 clusters
  Score: Raw -141095.443406 + Penalty 2424.472299 = -138670.971107
  nChanged 8
		SP:Iteration 40F (42562.570000 sec): 3 clusters
  Score: Raw -141102.220636 + Penalty 2424.472299 = -138677.748337
  nChanged 8
		SP:Iteration 41Q (42562.740000 sec): 3 clusters
  Score: Raw -141108.448024 + Penalty 2424.472299 = -138683.975725
  nChanged 4
		SP:Iteration 42Q (42562.920000 sec): 3 clusters
  Score: Raw -141112.041372 + Penalty 2424.472299 = -138687.569073
  nChanged 6
		SP:Iteration 43Q (42563.090000 sec): 3 clusters
  Score: Raw -141114.767520 + Penalty 2424.472299 = -138690.295221
  nChanged 3
		SP:Iteration 44Q (42563.270000 sec): 3 clusters
  Score: Raw -141118.350173 + Penalty 2424.472299 = -138693.877874
  nChanged 5
		SP:Iteration 45Q (42563.450000 sec): 3 clusters
  Score: Raw -141120.632584 + Penalty 2424.472299 = -138696.160285
  nChanged 3
		SP:Iteration 46Q (42563.620000 sec): 3 clusters
  Score: Raw -141121.665538 + Penalty 2424.472299 = -138697.193239
  nChanged 0
		SP:Iteration 47F (42563.800000 sec): 3 clusters
  Score: Raw -141121.665538 + Penalty 2424.472299 = -138697.193239
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42563.910000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42564.090000 sec): 3 clusters
  Score: Raw -225043.218193 + Penalty 2572.369477 = -222470.848716
  nChanged 1053
		SP:Iteration 1F (42564.260000 sec): 3 clusters
  Score: Raw -225735.787470 + Penalty 2572.369477 = -223163.417993
  nChanged 239
		SP:Iteration 2F (42564.440000 sec): 3 clusters
  Score: Raw -225940.783133 + Penalty 2572.369477 = -223368.413656
  nChanged 189
		SP:Iteration 3F (42564.610000 sec): 3 clusters
  Score: Raw -226130.161918 + Penalty 2572.369477 = -223557.792441
  nChanged 176
		SP:Iteration 4F (42564.790000 sec): 3 clusters
  Score: Raw -226296.603611 + Penalty 2572.369477 = -223724.234134
  nChanged 151
		SP:Iteration 5F (42564.960000 sec): 3 clusters
  Score: Raw -226417.938157 + Penalty 2572.369477 = -223845.568680
  nChanged 104
		SP:Iteration 6Q (42565.140000 sec): 3 clusters
  Score: Raw -226488.488103 + Penalty 2572.369477 = -223916.118626
  nChanged 78
		SP:Iteration 7Q (42565.310000 sec): 3 clusters
  Score: Raw -226543.694114 + Penalty 2572.369477 = -223971.324637
  nChanged 46
		SP:Iteration 8Q (42565.490000 sec): 3 clusters
  Score: Raw -226569.016524 + Penalty 2572.369477 = -223996.647047
  nChanged 30
		SP:Iteration 9Q (42565.670000 sec): 3 clusters
  Score: Raw -226586.017731 + Penalty 2572.369477 = -224013.648254
  nChanged 27
		SP:Iteration 10Q (42565.840000 sec): 3 clusters
  Score: Raw -226598.156946 + Penalty 2572.369477 = -224025.787469
  nChanged 21
		SP:Iteration 11Q (42566.020000 sec): 3 clusters
  Score: Raw -226612.574465 + Penalty 2572.369477 = -224040.204988
  nChanged 28
		SP:Iteration 12Q (42566.190000 sec): 3 clusters
  Score: Raw -226631.249582 + Penalty 2572.369477 = -224058.880105
  nChanged 29
		SP:Iteration 13Q (42566.370000 sec): 3 clusters
  Score: Raw -226647.540668 + Penalty 2572.369477 = -224075.171192
  nChanged 14
		SP:Iteration 14Q (42566.550000 sec): 3 clusters
  Score: Raw -226654.815523 + Penalty 2572.369477 = -224082.446047
  nChanged 13
		SP:Iteration 15Q (42566.720000 sec): 3 clusters
  Score: Raw -226661.442846 + Penalty 2572.369477 = -224089.073369
  nChanged 11
		SP:Iteration 16Q (42566.900000 sec): 3 clusters
  Score: Raw -226667.876126 + Penalty 2572.369477 = -224095.506649
  nChanged 13
		SP:Iteration 17Q (42567.070000 sec): 3 clusters
  Score: Raw -226674.205935 + Penalty 2572.369477 = -224101.836458
  nChanged 8
		SP:Iteration 18Q (42567.250000 sec): 3 clusters
  Score: Raw -226677.795393 + Penalty 2572.369477 = -224105.425916
  nChanged 7
		SP:Iteration 19Q (42567.430000 sec): 3 clusters
  Score: Raw -226681.119657 + Penalty 2572.369477 = -224108.750180
  nChanged 8
		SP:Iteration 20F (42567.600000 sec): 3 clusters
  Score: Raw -226684.188240 + Penalty 2572.369477 = -224111.818763
  nChanged 4
		SP:Iteration 21Q (42567.780000 sec): 3 clusters
  Score: Raw -226685.227907 + Penalty 2572.369477 = -224112.858430
  nChanged 1
		SP:Iteration 22Q (42567.950000 sec): 3 clusters
  Score: Raw -226685.558015 + Penalty 2572.369477 = -224113.188538
  nChanged 0
		SP:Iteration 23F (42568.130000 sec): 3 clusters
  Score: Raw -226685.558015 + Penalty 2572.369477 = -224113.188538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42568.240000 sec): 2 clusters
  Score: Raw -161274.595868 + Penalty 1262.798401 = -160011.797466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42568.410000 sec): 3 clusters
  Score: Raw -160237.269438 + Penalty 2525.596803 = -157711.672635
  nChanged 864
		SP:Iteration 1F (42568.560000 sec): 3 clusters
  Score: Raw -160830.451195 + Penalty 2525.596803 = -158304.854392
  nChanged 216
		SP:Iteration 2F (42568.700000 sec): 3 clusters
  Score: Raw -161038.742567 + Penalty 2525.596803 = -158513.145764
  nChanged 156
		SP:Iteration 3F (42568.850000 sec): 3 clusters
  Score: Raw -161205.693883 + Penalty 2525.596803 = -158680.097080
  nChanged 121
		SP:Iteration 4F (42568.990000 sec): 3 clusters
  Score: Raw -161350.701377 + Penalty 2525.596803 = -158825.104574
  nChanged 127
		SP:Iteration 5F (42569.140000 sec): 3 clusters
  Score: Raw -161496.615464 + Penalty 2525.596803 = -158971.018661
  nChanged 107
		SP:Iteration 6Q (42569.290000 sec): 3 clusters
  Score: Raw -161616.669685 + Penalty 2525.596803 = -159091.072882
  nChanged 90
		SP:Iteration 7Q (42569.430000 sec): 3 clusters
  Score: Raw -161721.222820 + Penalty 2525.596803 = -159195.626017
  nChanged 72
		SP:Iteration 8Q (42569.570000 sec): 3 clusters
  Score: Raw -161814.575490 + Penalty 2525.596803 = -159288.978687
  nChanged 75
		SP:Iteration 9Q (42569.710000 sec): 3 clusters
  Score: Raw -161886.561786 + Penalty 2525.596803 = -159360.964983
  nChanged 54
		SP:Iteration 10Q (42569.860000 sec): 3 clusters
  Score: Raw -161925.536770 + Penalty 2525.596803 = -159399.939967
  nChanged 40
		SP:Iteration 11Q (42569.970000 sec): 3 clusters
  Score: Raw -161953.559754 + Penalty 2525.596803 = -159427.962951
  nChanged 35
		SP:Iteration 12Q (42570.130000 sec): 3 clusters
  Score: Raw -161979.470828 + Penalty 2525.596803 = -159453.874026
  nChanged 29
		SP:Iteration 13Q (42570.290000 sec): 3 clusters
  Score: Raw -162003.689663 + Penalty 2525.596803 = -159478.092860
  nChanged 27
		SP:Iteration 14Q (42570.450000 sec): 3 clusters
  Score: Raw -162026.202116 + Penalty 2525.596803 = -159500.605313
  nChanged 22
		SP:Iteration 15Q (42570.610000 sec): 3 clusters
  Score: Raw -162037.982832 + Penalty 2525.596803 = -159512.386029
  nChanged 14
		SP:Iteration 16Q (42570.770000 sec): 3 clusters
  Score: Raw -162043.468911 + Penalty 2525.596803 = -159517.872108
  nChanged 4
		SP:Iteration 17Q (42570.930000 sec): 3 clusters
  Score: Raw -162044.759685 + Penalty 2525.596803 = -159519.162882
  nChanged 3
		SP:Iteration 18Q (42571.090000 sec): 3 clusters
  Score: Raw -162046.578585 + Penalty 2525.596803 = -159520.981782
  nChanged 7
		SP:Iteration 19Q (42571.250000 sec): 3 clusters
  Score: Raw -162049.920081 + Penalty 2525.596803 = -159524.323278
  nChanged 4
		SP:Iteration 20F (42571.410000 sec): 3 clusters
  Score: Raw -162052.462979 + Penalty 2525.596803 = -159526.866176
  nChanged 4
		SP:Iteration 21Q (42571.570000 sec): 3 clusters
  Score: Raw -162053.593735 + Penalty 2525.596803 = -159527.996932
  nChanged 2
		SP:Iteration 22Q (42571.730000 sec): 3 clusters
  Score: Raw -162055.168346 + Penalty 2525.596803 = -159529.571543
  nChanged 4
		SP:Iteration 23Q (42571.890000 sec): 3 clusters
  Score: Raw -162056.921378 + Penalty 2525.596803 = -159531.324575
  nChanged 5
		SP:Iteration 24Q (42572.050000 sec): 3 clusters
  Score: Raw -162060.082115 + Penalty 2525.596803 = -159534.485312
  nChanged 3
		SP:Iteration 25Q (42572.210000 sec): 3 clusters
  Score: Raw -162061.819748 + Penalty 2525.596803 = -159536.222945
  nChanged 3
		SP:Iteration 26Q (42572.370000 sec): 3 clusters
  Score: Raw -162062.497896 + Penalty 2525.596803 = -159536.901093
  nChanged 0
		SP:Iteration 27F (42572.530000 sec): 3 clusters
  Score: Raw -162062.497896 + Penalty 2525.596803 = -159536.901093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42572.600000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42572.770000 sec): 3 clusters
  Score: Raw -103722.522193 + Penalty 2346.145655 = -101376.376538
  nChanged 454
		SP:Iteration 1F (42572.940000 sec): 3 clusters
  Score: Raw -104041.060116 + Penalty 2346.145655 = -101694.914461
  nChanged 106
		SP:Iteration 2F (42573.120000 sec): 3 clusters
  Score: Raw -104132.391123 + Penalty 2346.145655 = -101786.245468
  nChanged 62
		SP:Iteration 3Q (42573.290000 sec): 3 clusters
  Score: Raw -104195.618344 + Penalty 2346.145655 = -101849.472689
  nChanged 44
		SP:Iteration 4Q (42573.470000 sec): 3 clusters
  Score: Raw -104231.576685 + Penalty 2346.145655 = -101885.431030
  nChanged 31
		SP:Iteration 5Q (42573.650000 sec): 3 clusters
  Score: Raw -104258.335462 + Penalty 2346.145655 = -101912.189807
  nChanged 30
		SP:Iteration 6Q (42573.820000 sec): 3 clusters
  Score: Raw -104284.984675 + Penalty 2346.145655 = -101938.839020
  nChanged 24
		SP:Iteration 7Q (42574.000000 sec): 3 clusters
  Score: Raw -104306.002023 + Penalty 2346.145655 = -101959.856368
  nChanged 22
		SP:Iteration 8Q (42574.170000 sec): 3 clusters
  Score: Raw -104320.283127 + Penalty 2346.145655 = -101974.137472
  nChanged 14
		SP:Iteration 9Q (42574.350000 sec): 3 clusters
  Score: Raw -104330.786352 + Penalty 2346.145655 = -101984.640697
  nChanged 14
		SP:Iteration 10Q (42574.530000 sec): 3 clusters
  Score: Raw -104342.045604 + Penalty 2346.145655 = -101995.899949
  nChanged 14
		SP:Iteration 11Q (42574.700000 sec): 3 clusters
  Score: Raw -104352.844370 + Penalty 2346.145655 = -102006.698715
  nChanged 13
		SP:Iteration 12Q (42574.880000 sec): 3 clusters
  Score: Raw -104360.444494 + Penalty 2346.145655 = -102014.298839
  nChanged 7
		SP:Iteration 13Q (42575.050000 sec): 3 clusters
  Score: Raw -104367.172956 + Penalty 2346.145655 = -102021.027301
  nChanged 9
		SP:Iteration 14Q (42575.230000 sec): 3 clusters
  Score: Raw -104371.077585 + Penalty 2346.145655 = -102024.931930
  nChanged 6
		SP:Iteration 15Q (42575.410000 sec): 3 clusters
  Score: Raw -104373.351810 + Penalty 2346.145655 = -102027.206155
  nChanged 6
		SP:Iteration 16Q (42575.580000 sec): 3 clusters
  Score: Raw -104376.498655 + Penalty 2346.145655 = -102030.353000
  nChanged 10
		SP:Iteration 17Q (42575.750000 sec): 3 clusters
  Score: Raw -104382.918835 + Penalty 2346.145655 = -102036.773180
  nChanged 14
		SP:Iteration 18Q (42575.930000 sec): 3 clusters
  Score: Raw -104392.489961 + Penalty 2346.145655 = -102046.344306
  nChanged 12
		SP:Iteration 19Q (42576.110000 sec): 3 clusters
  Score: Raw -104408.833126 + Penalty 2346.145655 = -102062.687471
  nChanged 16
		SP:Iteration 20F (42576.280000 sec): 3 clusters
  Score: Raw -104422.242259 + Penalty 2346.145655 = -102076.096604
  nChanged 18
		SP:Iteration 21Q (42576.460000 sec): 3 clusters
  Score: Raw -104437.712221 + Penalty 2346.145655 = -102091.566566
  nChanged 16
		SP:Iteration 22Q (42576.630000 sec): 3 clusters
  Score: Raw -104453.066522 + Penalty 2346.145655 = -102106.920867
  nChanged 14
		SP:Iteration 23Q (42576.810000 sec): 3 clusters
  Score: Raw -104460.732173 + Penalty 2346.145655 = -102114.586518
  nChanged 8
		SP:Iteration 24Q (42576.990000 sec): 3 clusters
  Score: Raw -104466.375577 + Penalty 2346.145655 = -102120.229922
  nChanged 6
		SP:Iteration 25Q (42577.160000 sec): 3 clusters
  Score: Raw -104469.718434 + Penalty 2346.145655 = -102123.572779
  nChanged 7
		SP:Iteration 26Q (42577.340000 sec): 3 clusters
  Score: Raw -104476.062057 + Penalty 2346.145655 = -102129.916402
  nChanged 6
		SP:Iteration 27Q (42577.510000 sec): 3 clusters
  Score: Raw -104478.548673 + Penalty 2346.145655 = -102132.403018
  nChanged 5
		SP:Iteration 28Q (42577.690000 sec): 3 clusters
  Score: Raw -104480.285725 + Penalty 2346.145655 = -102134.140070
  nChanged 4
		SP:Iteration 29Q (42577.870000 sec): 3 clusters
  Score: Raw -104482.078852 + Penalty 2346.145655 = -102135.933197
  nChanged 6
		SP:Iteration 30Q (42578.040000 sec): 3 clusters
  Score: Raw -104484.630687 + Penalty 2346.145655 = -102138.485032
  nChanged 5
		SP:Iteration 31Q (42578.220000 sec): 3 clusters
  Score: Raw -104486.918095 + Penalty 2346.145655 = -102140.772440
  nChanged 7
		SP:Iteration 32Q (42578.390000 sec): 3 clusters
  Score: Raw -104492.429708 + Penalty 2346.145655 = -102146.284053
  nChanged 4
		SP:Iteration 33Q (42578.570000 sec): 3 clusters
  Score: Raw -104495.022795 + Penalty 2346.145655 = -102148.877140
  nChanged 5
		SP:Iteration 34Q (42578.750000 sec): 3 clusters
  Score: Raw -104499.193498 + Penalty 2346.145655 = -102153.047843
  nChanged 9
		SP:Iteration 35Q (42578.920000 sec): 3 clusters
  Score: Raw -104507.805391 + Penalty 2346.145655 = -102161.659736
  nChanged 11
		SP:Iteration 36Q (42579.100000 sec): 3 clusters
  Score: Raw -104516.922536 + Penalty 2346.145655 = -102170.776881
  nChanged 5
		SP:Iteration 37Q (42579.290000 sec): 3 clusters
  Score: Raw -104520.222374 + Penalty 2346.145655 = -102174.076719
  nChanged 4
		SP:Iteration 38Q (42579.440000 sec): 3 clusters
  Score: Raw -104521.494091 + Penalty 2346.145655 = -102175.348436
  nChanged 3
		SP:Iteration 39Q (42579.600000 sec): 3 clusters
  Score: Raw -104522.552452 + Penalty 2346.145655 = -102176.406797
  nChanged 2
		SP:Iteration 40F (42579.760000 sec): 3 clusters
  Score: Raw -104523.670364 + Penalty 2346.145655 = -102177.524710
  nChanged 2
		SP:Iteration 41Q (42579.920000 sec): 3 clusters
  Score: Raw -104525.508034 + Penalty 2346.145655 = -102179.362379
  nChanged 1
		SP:Iteration 42Q (42580.080000 sec): 3 clusters
  Score: Raw -104525.799352 + Penalty 2346.145655 = -102179.653697
  nChanged 0
		SP:Iteration 43F (42580.260000 sec): 3 clusters
  Score: Raw -104525.799352 + Penalty 2346.145655 = -102179.653697
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42580.350000 sec): 2 clusters
  Score: Raw -94159.802066 + Penalty 1169.217940 = -92990.584126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42580.520000 sec): 3 clusters
  Score: Raw -93675.407469 + Penalty 2338.435879 = -91336.971590
  nChanged 446
		SP:Iteration 1F (42580.700000 sec): 3 clusters
  Score: Raw -94031.548870 + Penalty 2338.435879 = -91693.112991
  nChanged 129
		SP:Iteration 2F (42580.880000 sec): 3 clusters
  Score: Raw -94180.618445 + Penalty 2338.435879 = -91842.182566
  nChanged 81
		SP:Iteration 3F (42581.050000 sec): 3 clusters
  Score: Raw -94274.484136 + Penalty 2338.435879 = -91936.048257
  nChanged 58
		SP:Iteration 4Q (42581.230000 sec): 3 clusters
  Score: Raw -94337.511000 + Penalty 2338.435879 = -91999.075121
  nChanged 43
		SP:Iteration 5Q (42581.400000 sec): 3 clusters
  Score: Raw -94390.500421 + Penalty 2338.435879 = -92052.064542
  nChanged 37
		SP:Iteration 6Q (42581.580000 sec): 3 clusters
  Score: Raw -94434.971318 + Penalty 2338.435879 = -92096.535439
  nChanged 31
		SP:Iteration 7Q (42581.760000 sec): 3 clusters
  Score: Raw -94483.871205 + Penalty 2338.435879 = -92145.435326
  nChanged 24
		SP:Iteration 8Q (42581.930000 sec): 3 clusters
  Score: Raw -94515.478686 + Penalty 2338.435879 = -92177.042807
  nChanged 30
		SP:Iteration 9Q (42582.110000 sec): 3 clusters
  Score: Raw -94553.060686 + Penalty 2338.435879 = -92214.624807
  nChanged 24
		SP:Iteration 10Q (42582.280000 sec): 3 clusters
  Score: Raw -94576.725701 + Penalty 2338.435879 = -92238.289822
  nChanged 19
		SP:Iteration 11Q (42582.460000 sec): 3 clusters
  Score: Raw -94592.903898 + Penalty 2338.435879 = -92254.468019
  nChanged 14
		SP:Iteration 12Q (42582.640000 sec): 3 clusters
  Score: Raw -94607.214587 + Penalty 2338.435879 = -92268.778708
  nChanged 12
		SP:Iteration 13Q (42582.810000 sec): 3 clusters
  Score: Raw -94616.467562 + Penalty 2338.435879 = -92278.031683
  nChanged 13
		SP:Iteration 14Q (42582.990000 sec): 3 clusters
  Score: Raw -94627.733148 + Penalty 2338.435879 = -92289.297269
  nChanged 7
		SP:Iteration 15Q (42583.160000 sec): 3 clusters
  Score: Raw -94635.942478 + Penalty 2338.435879 = -92297.506599
  nChanged 6
		SP:Iteration 16Q (42583.340000 sec): 3 clusters
  Score: Raw -94642.246980 + Penalty 2338.435879 = -92303.811100
  nChanged 9
		SP:Iteration 17Q (42583.520000 sec): 3 clusters
  Score: Raw -94656.621952 + Penalty 2338.435879 = -92318.186073
  nChanged 12
		SP:Iteration 18Q (42583.690000 sec): 3 clusters
  Score: Raw -94669.772551 + Penalty 2338.435879 = -92331.336672
  nChanged 10
		SP:Iteration 19Q (42583.870000 sec): 3 clusters
  Score: Raw -94681.976181 + Penalty 2338.435879 = -92343.540302
  nChanged 10
		SP:Iteration 20F (42584.040000 sec): 3 clusters
  Score: Raw -94691.987044 + Penalty 2338.435879 = -92353.551165
  nChanged 5
		SP:Iteration 21Q (42584.220000 sec): 3 clusters
  Score: Raw -94700.197081 + Penalty 2338.435879 = -92361.761202
  nChanged 9
		SP:Iteration 22Q (42584.400000 sec): 3 clusters
  Score: Raw -94711.172931 + Penalty 2338.435879 = -92372.737052
  nChanged 7
		SP:Iteration 23Q (42584.570000 sec): 3 clusters
  Score: Raw -94718.369886 + Penalty 2338.435879 = -92379.934007
  nChanged 5
		SP:Iteration 24Q (42584.750000 sec): 3 clusters
  Score: Raw -94720.688240 + Penalty 2338.435879 = -92382.252361
  nChanged 3
		SP:Iteration 25Q (42584.920000 sec): 3 clusters
  Score: Raw -94726.579499 + Penalty 2338.435879 = -92388.143620
  nChanged 4
		SP:Iteration 26Q (42585.100000 sec): 3 clusters
  Score: Raw -94729.431370 + Penalty 2338.435879 = -92390.995491
  nChanged 0
		SP:Iteration 27F (42585.280000 sec): 3 clusters
  Score: Raw -94729.431370 + Penalty 2338.435879 = -92390.995491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42585.360000 sec): 2 clusters
  Score: Raw -49916.652669 + Penalty 1071.369737 = -48845.282933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42585.540000 sec): 3 clusters
  Score: Raw -49761.244236 + Penalty 2142.739474 = -47618.504762
  nChanged 212
		SP:Iteration 1F (42585.720000 sec): 3 clusters
  Score: Raw -50051.410272 + Penalty 2142.739474 = -47908.670799
  nChanged 42
		SP:Iteration 2F (42585.890000 sec): 3 clusters
  Score: Raw -50142.692366 + Penalty 2142.739474 = -47999.952892
  nChanged 24
		SP:Iteration 3Q (42586.070000 sec): 3 clusters
  Score: Raw -50182.006092 + Penalty 2142.739474 = -48039.266619
  nChanged 13
		SP:Iteration 4Q (42586.240000 sec): 3 clusters
  Score: Raw -50199.712123 + Penalty 2142.739474 = -48056.972649
  nChanged 4
		SP:Iteration 5Q (42586.420000 sec): 3 clusters
  Score: Raw -50203.697611 + Penalty 2142.739474 = -48060.958137
  nChanged 7
		SP:Iteration 6Q (42586.590000 sec): 3 clusters
  Score: Raw -50212.353769 + Penalty 2142.739474 = -48069.614296
  nChanged 6
		SP:Iteration 7Q (42586.760000 sec): 3 clusters
  Score: Raw -50220.256613 + Penalty 2142.739474 = -48077.517140
  nChanged 5
		SP:Iteration 8Q (42586.940000 sec): 3 clusters
  Score: Raw -50226.975901 + Penalty 2142.739474 = -48084.236427
  nChanged 3
		SP:Iteration 9Q (42587.120000 sec): 3 clusters
  Score: Raw -50233.549594 + Penalty 2142.739474 = -48090.810121
  nChanged 4
		SP:Iteration 10Q (42587.290000 sec): 3 clusters
  Score: Raw -50240.822579 + Penalty 2142.739474 = -48098.083105
  nChanged 6
		SP:Iteration 11Q (42587.470000 sec): 3 clusters
  Score: Raw -50251.045368 + Penalty 2142.739474 = -48108.305894
  nChanged 3
		SP:Iteration 12Q (42587.640000 sec): 3 clusters
  Score: Raw -50259.405594 + Penalty 2142.739474 = -48116.666121
  nChanged 7
		SP:Iteration 13Q (42587.820000 sec): 3 clusters
  Score: Raw -50269.781611 + Penalty 2142.739474 = -48127.042137
  nChanged 9
		SP:Iteration 14Q (42588.000000 sec): 3 clusters
  Score: Raw -50282.784100 + Penalty 2142.739474 = -48140.044626
  nChanged 6
		SP:Iteration 15Q (42588.170000 sec): 3 clusters
  Score: Raw -50297.053847 + Penalty 2142.739474 = -48154.314374
  nChanged 7
		SP:Iteration 16Q (42588.340000 sec): 3 clusters
  Score: Raw -50307.555503 + Penalty 2142.739474 = -48164.816029
  nChanged 4
		SP:Iteration 17Q (42588.520000 sec): 3 clusters
  Score: Raw -50313.340076 + Penalty 2142.739474 = -48170.600602
  nChanged 3
		SP:Iteration 18Q (42588.700000 sec): 3 clusters
  Score: Raw -50320.772298 + Penalty 2142.739474 = -48178.032825
  nChanged 5
		SP:Iteration 19Q (42588.870000 sec): 3 clusters
  Score: Raw -50328.977569 + Penalty 2142.739474 = -48186.238095
  nChanged 1
		SP:Iteration 20F (42589.050000 sec): 3 clusters
  Score: Raw -50329.725281 + Penalty 2142.739474 = -48186.985808
  nChanged 1
		SP:Iteration 21Q (42589.220000 sec): 3 clusters
  Score: Raw -50330.874028 + Penalty 2142.739474 = -48188.134554
  nChanged 0
		SP:Iteration 22F (42589.400000 sec): 3 clusters
  Score: Raw -50330.874028 + Penalty 2142.739474 = -48188.134554
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42589.510000 sec): 2 clusters
  Score: Raw -207916.735545 + Penalty 1289.183738 = -206627.551807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42589.640000 sec): 3 clusters
  Score: Raw -206649.250771 + Penalty 2578.367476 = -204070.883295
  nChanged 1067
		SP:Iteration 1F (42589.820000 sec): 3 clusters
  Score: Raw -207383.446346 + Penalty 2578.367476 = -204805.078870
  nChanged 259
		SP:Iteration 2F (42590.000000 sec): 3 clusters
  Score: Raw -207636.651180 + Penalty 2578.367476 = -205058.283704
  nChanged 185
		SP:Iteration 3F (42590.170000 sec): 3 clusters
  Score: Raw -207780.796309 + Penalty 2578.367476 = -205202.428833
  nChanged 116
		SP:Iteration 4Q (42590.340000 sec): 3 clusters
  Score: Raw -207858.934306 + Penalty 2578.367476 = -205280.566830
  nChanged 79
		SP:Iteration 5Q (42590.520000 sec): 3 clusters
  Score: Raw -207907.930967 + Penalty 2578.367476 = -205329.563491
  nChanged 54
		SP:Iteration 6Q (42590.700000 sec): 3 clusters
  Score: Raw -207945.280376 + Penalty 2578.367476 = -205366.912900
  nChanged 52
		SP:Iteration 7Q (42590.870000 sec): 3 clusters
  Score: Raw -207975.263284 + Penalty 2578.367476 = -205396.895808
  nChanged 34
		SP:Iteration 8Q (42591.050000 sec): 3 clusters
  Score: Raw -207994.878514 + Penalty 2578.367476 = -205416.511038
  nChanged 35
		SP:Iteration 9Q (42591.220000 sec): 3 clusters
  Score: Raw -208010.020081 + Penalty 2578.367476 = -205431.652605
  nChanged 21
		SP:Iteration 10Q (42591.400000 sec): 3 clusters
  Score: Raw -208017.351832 + Penalty 2578.367476 = -205438.984356
  nChanged 13
		SP:Iteration 11Q (42591.580000 sec): 3 clusters
  Score: Raw -208023.322731 + Penalty 2578.367476 = -205444.955255
  nChanged 13
		SP:Iteration 12Q (42591.750000 sec): 3 clusters
  Score: Raw -208028.857949 + Penalty 2578.367476 = -205450.490473
  nChanged 20
		SP:Iteration 13Q (42591.930000 sec): 3 clusters
  Score: Raw -208038.271726 + Penalty 2578.367476 = -205459.904250
  nChanged 26
		SP:Iteration 14Q (42592.100000 sec): 3 clusters
  Score: Raw -208052.853710 + Penalty 2578.367476 = -205474.486234
  nChanged 28
		SP:Iteration 15Q (42592.240000 sec): 3 clusters
  Score: Raw -208067.384755 + Penalty 2578.367476 = -205489.017279
  nChanged 23
		SP:Iteration 16Q (42592.420000 sec): 3 clusters
  Score: Raw -208079.151024 + Penalty 2578.367476 = -205500.783548
  nChanged 15
		SP:Iteration 17Q (42592.590000 sec): 3 clusters
  Score: Raw -208088.412129 + Penalty 2578.367476 = -205510.044653
  nChanged 20
		SP:Iteration 18Q (42592.760000 sec): 3 clusters
  Score: Raw -208102.480255 + Penalty 2578.367476 = -205524.112779
  nChanged 25
		SP:Iteration 19Q (42592.940000 sec): 3 clusters
  Score: Raw -208115.513685 + Penalty 2578.367476 = -205537.146209
  nChanged 17
		SP:Iteration 20F (42593.120000 sec): 3 clusters
  Score: Raw -208128.897390 + Penalty 2578.367476 = -205550.529914
  nChanged 19
		SP:Iteration 21Q (42593.290000 sec): 3 clusters
  Score: Raw -208139.776342 + Penalty 2578.367476 = -205561.408866
  nChanged 22
		SP:Iteration 22Q (42593.470000 sec): 3 clusters
  Score: Raw -208150.694453 + Penalty 2578.367476 = -205572.326977
  nChanged 20
		SP:Iteration 23Q (42593.640000 sec): 3 clusters
  Score: Raw -208162.033787 + Penalty 2578.367476 = -205583.666311
  nChanged 22
		SP:Iteration 24Q (42593.820000 sec): 3 clusters
  Score: Raw -208173.749940 + Penalty 2578.367476 = -205595.382464
  nChanged 19
		SP:Iteration 25Q (42594.000000 sec): 3 clusters
  Score: Raw -208182.803452 + Penalty 2578.367476 = -205604.435976
  nChanged 18
		SP:Iteration 26Q (42594.170000 sec): 3 clusters
  Score: Raw -208191.321745 + Penalty 2578.367476 = -205612.954269
  nChanged 12
		SP:Iteration 27Q (42594.340000 sec): 3 clusters
  Score: Raw -208196.294084 + Penalty 2578.367476 = -205617.926608
  nChanged 6
		SP:Iteration 28Q (42594.520000 sec): 3 clusters
  Score: Raw -208198.721960 + Penalty 2578.367476 = -205620.354484
  nChanged 5
		SP:Iteration 29Q (42594.700000 sec): 3 clusters
  Score: Raw -208200.805809 + Penalty 2578.367476 = -205622.438333
  nChanged 5
		SP:Iteration 30Q (42594.870000 sec): 3 clusters
  Score: Raw -208203.291349 + Penalty 2578.367476 = -205624.923873
  nChanged 2
		SP:Iteration 31Q (42595.050000 sec): 3 clusters
  Score: Raw -208204.212125 + Penalty 2578.367476 = -205625.844649
  nChanged 2
		SP:Iteration 32Q (42595.220000 sec): 3 clusters
  Score: Raw -208204.574249 + Penalty 2578.367476 = -205626.206773
  nChanged 1
		SP:Iteration 33Q (42595.400000 sec): 3 clusters
  Score: Raw -208205.046667 + Penalty 2578.367476 = -205626.679191
  nChanged 1
		SP:Iteration 34Q (42595.580000 sec): 3 clusters
  Score: Raw -208205.291762 + Penalty 2578.367476 = -205626.924286
  nChanged 0
		SP:Iteration 35F (42595.750000 sec): 3 clusters
  Score: Raw -208205.291762 + Penalty 2578.367476 = -205626.924286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42595.840000 sec): 2 clusters
  Score: Raw -162977.071363 + Penalty 1224.051338 = -161753.020025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42596.010000 sec): 3 clusters
  Score: Raw -162210.269505 + Penalty 2448.102676 = -159762.166829
  nChanged 648
		SP:Iteration 1F (42596.190000 sec): 3 clusters
  Score: Raw -162619.237647 + Penalty 2448.102676 = -160171.134971
  nChanged 145
		SP:Iteration 2F (42596.360000 sec): 3 clusters
  Score: Raw -162715.492040 + Penalty 2448.102676 = -160267.389364
  nChanged 89
		SP:Iteration 3Q (42596.540000 sec): 3 clusters
  Score: Raw -162788.423758 + Penalty 2448.102676 = -160340.321081
  nChanged 72
		SP:Iteration 4Q (42596.720000 sec): 3 clusters
  Score: Raw -162847.745815 + Penalty 2448.102676 = -160399.643139
  nChanged 68
		SP:Iteration 5Q (42596.890000 sec): 3 clusters
  Score: Raw -162898.704523 + Penalty 2448.102676 = -160450.601847
  nChanged 63
		SP:Iteration 6Q (42597.070000 sec): 3 clusters
  Score: Raw -162948.978848 + Penalty 2448.102676 = -160500.876171
  nChanged 71
		SP:Iteration 7Q (42597.240000 sec): 3 clusters
  Score: Raw -163009.292710 + Penalty 2448.102676 = -160561.190034
  nChanged 76
		SP:Iteration 8Q (42597.420000 sec): 3 clusters
  Score: Raw -163073.307502 + Penalty 2448.102676 = -160625.204826
  nChanged 88
		SP:Iteration 9Q (42597.600000 sec): 3 clusters
  Score: Raw -163151.760054 + Penalty 2448.102676 = -160703.657378
  nChanged 73
		SP:Iteration 10Q (42597.770000 sec): 3 clusters
  Score: Raw -163214.039959 + Penalty 2448.102676 = -160765.937283
  nChanged 60
		SP:Iteration 11Q (42597.950000 sec): 3 clusters
  Score: Raw -163262.362087 + Penalty 2448.102676 = -160814.259411
  nChanged 61
		SP:Iteration 12Q (42598.120000 sec): 3 clusters
  Score: Raw -163315.098424 + Penalty 2448.102676 = -160866.995748
  nChanged 51
		SP:Iteration 13Q (42598.300000 sec): 3 clusters
  Score: Raw -163353.243578 + Penalty 2448.102676 = -160905.140902
  nChanged 42
		SP:Iteration 14Q (42598.480000 sec): 3 clusters
  Score: Raw -163388.548773 + Penalty 2448.102676 = -160940.446097
  nChanged 30
		SP:Iteration 15Q (42598.650000 sec): 3 clusters
  Score: Raw -163418.175302 + Penalty 2448.102676 = -160970.072626
  nChanged 32
		SP:Iteration 16Q (42598.830000 sec): 3 clusters
  Score: Raw -163452.864618 + Penalty 2448.102676 = -161004.761942
  nChanged 28
		SP:Iteration 17Q (42599.000000 sec): 3 clusters
  Score: Raw -163474.972052 + Penalty 2448.102676 = -161026.869376
  nChanged 23
		SP:Iteration 18Q (42599.180000 sec): 3 clusters
  Score: Raw -163492.155176 + Penalty 2448.102676 = -161044.052500
  nChanged 19
		SP:Iteration 19Q (42599.360000 sec): 3 clusters
  Score: Raw -163510.660712 + Penalty 2448.102676 = -161062.558036
  nChanged 23
		SP:Iteration 20F (42599.530000 sec): 3 clusters
  Score: Raw -163527.442336 + Penalty 2448.102676 = -161079.339660
  nChanged 14
		SP:Iteration 21Q (42599.700000 sec): 3 clusters
  Score: Raw -163537.217298 + Penalty 2448.102676 = -161089.114622
  nChanged 13
		SP:Iteration 22Q (42599.880000 sec): 3 clusters
  Score: Raw -163548.514289 + Penalty 2448.102676 = -161100.411613
  nChanged 12
		SP:Iteration 23Q (42600.060000 sec): 3 clusters
  Score: Raw -163558.156601 + Penalty 2448.102676 = -161110.053925
  nChanged 11
		SP:Iteration 24Q (42600.230000 sec): 3 clusters
  Score: Raw -163565.810246 + Penalty 2448.102676 = -161117.707570
  nChanged 10
		SP:Iteration 25Q (42600.410000 sec): 3 clusters
  Score: Raw -163571.433138 + Penalty 2448.102676 = -161123.330462
  nChanged 6
		SP:Iteration 26Q (42600.510000 sec): 3 clusters
  Score: Raw -163576.991749 + Penalty 2448.102676 = -161128.889073
  nChanged 5
		SP:Iteration 27Q (42600.540000 sec): 3 clusters
  Score: Raw -163581.122660 + Penalty 2448.102676 = -161133.019984
  nChanged 2
		SP:Iteration 28Q (42600.680000 sec): 3 clusters
  Score: Raw -163582.338960 + Penalty 2448.102676 = -161134.236284
  nChanged 1
		SP:Iteration 29Q (42600.850000 sec): 3 clusters
  Score: Raw -163582.654562 + Penalty 2448.102676 = -161134.551886
  nChanged 0
		SP:Iteration 30F (42601.030000 sec): 3 clusters
  Score: Raw -163582.654562 + Penalty 2448.102676 = -161134.551886
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42601.120000 sec): 2 clusters
  Score: Raw -40636.966423 + Penalty 1007.912022 = -39629.054401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42601.290000 sec): 3 clusters
  Score: Raw -40577.320276 + Penalty 2015.824043 = -38561.496233
  nChanged 103
		SP:Iteration 1F (42601.470000 sec): 3 clusters
  Score: Raw -40697.443262 + Penalty 2015.824043 = -38681.619219
  nChanged 23
		SP:Iteration 2Q (42601.640000 sec): 3 clusters
  Score: Raw -40740.579378 + Penalty 2015.824043 = -38724.755335
  nChanged 14
		SP:Iteration 3Q (42601.820000 sec): 3 clusters
  Score: Raw -40763.367612 + Penalty 2015.824043 = -38747.543569
  nChanged 14
		SP:Iteration 4Q (42602.000000 sec): 3 clusters
  Score: Raw -40787.518309 + Penalty 2015.824043 = -38771.694266
  nChanged 6
		SP:Iteration 5Q (42602.170000 sec): 3 clusters
  Score: Raw -40797.847606 + Penalty 2015.824043 = -38782.023563
  nChanged 4
		SP:Iteration 6Q (42602.350000 sec): 3 clusters
  Score: Raw -40803.258861 + Penalty 2015.824043 = -38787.434818
  nChanged 0
		SP:Iteration 7F (42602.520000 sec): 3 clusters
  Score: Raw -40803.258861 + Penalty 2015.824043 = -38787.434818
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42602.630000 sec): 2 clusters
  Score: Raw -232401.146374 + Penalty 1290.113308 = -231111.033066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42602.780000 sec): 3 clusters
  Score: Raw -231129.667230 + Penalty 2580.226616 = -228549.440614
  nChanged 1039
		SP:Iteration 1F (42602.940000 sec): 3 clusters
  Score: Raw -231735.360655 + Penalty 2580.226616 = -229155.134039
  nChanged 223
		SP:Iteration 2F (42603.100000 sec): 3 clusters
  Score: Raw -231911.608738 + Penalty 2580.226616 = -229331.382122
  nChanged 175
		SP:Iteration 3F (42603.260000 sec): 3 clusters
  Score: Raw -232048.188483 + Penalty 2580.226616 = -229467.961867
  nChanged 136
		SP:Iteration 4Q (42603.420000 sec): 3 clusters
  Score: Raw -232159.388933 + Penalty 2580.226616 = -229579.162318
  nChanged 114
		SP:Iteration 5Q (42603.580000 sec): 3 clusters
  Score: Raw -232232.559289 + Penalty 2580.226616 = -229652.332673
  nChanged 94
		SP:Iteration 6Q (42603.750000 sec): 3 clusters
  Score: Raw -232313.463165 + Penalty 2580.226616 = -229733.236549
  nChanged 112
		SP:Iteration 7Q (42603.930000 sec): 3 clusters
  Score: Raw -232425.868276 + Penalty 2580.226616 = -229845.641660
  nChanged 123
		SP:Iteration 8Q (42604.100000 sec): 3 clusters
  Score: Raw -232580.083566 + Penalty 2580.226616 = -229999.856950
  nChanged 148
		SP:Iteration 9F (42604.280000 sec): 3 clusters
  Score: Raw -232773.996560 + Penalty 2580.226616 = -230193.769944
  nChanged 136
		SP:Iteration 10Q (42604.450000 sec): 3 clusters
  Score: Raw -232961.003564 + Penalty 2580.226616 = -230380.776948
  nChanged 116
		SP:Iteration 11Q (42604.630000 sec): 3 clusters
  Score: Raw -233133.632504 + Penalty 2580.226616 = -230553.405888
  nChanged 106
		SP:Iteration 12Q (42604.850000 sec): 3 clusters
  Score: Raw -233313.495885 + Penalty 2580.226616 = -230733.269269
  nChanged 92
		SP:Iteration 13Q (42604.990000 sec): 3 clusters
  Score: Raw -233469.416925 + Penalty 2580.226616 = -230889.190310
  nChanged 53
		SP:Iteration 14Q (42605.170000 sec): 3 clusters
  Score: Raw -233541.528665 + Penalty 2580.226616 = -230961.302049
  nChanged 19
		SP:Iteration 15Q (42605.350000 sec): 3 clusters
  Score: Raw -233553.915332 + Penalty 2580.226616 = -230973.688717
  nChanged 5
		SP:Iteration 16Q (42605.520000 sec): 3 clusters
  Score: Raw -233555.919097 + Penalty 2580.226616 = -230975.692481
  nChanged 3
		SP:Iteration 17Q (42605.700000 sec): 3 clusters
  Score: Raw -233558.033235 + Penalty 2580.226616 = -230977.806619
  nChanged 0
		SP:Iteration 18F (42605.870000 sec): 3 clusters
  Score: Raw -233558.033235 + Penalty 2580.226616 = -230977.806619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42605.960000 sec): 2 clusters
  Score: Raw -52222.875059 + Penalty 1094.371145 = -51128.503914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42606.140000 sec): 3 clusters
  Score: Raw -52030.729075 + Penalty 2188.742289 = -49841.986785
  nChanged 258
		SP:Iteration 1F (42606.310000 sec): 3 clusters
  Score: Raw -52418.219805 + Penalty 2188.742289 = -50229.477515
  nChanged 58
		SP:Iteration 2F (42606.490000 sec): 3 clusters
  Score: Raw -52501.171127 + Penalty 2188.742289 = -50312.428838
  nChanged 34
		SP:Iteration 3Q (42606.670000 sec): 3 clusters
  Score: Raw -52547.916171 + Penalty 2188.742289 = -50359.173882
  nChanged 33
		SP:Iteration 4Q (42606.840000 sec): 3 clusters
  Score: Raw -52585.852951 + Penalty 2188.742289 = -50397.110661
  nChanged 16
		SP:Iteration 5Q (42607.020000 sec): 3 clusters
  Score: Raw -52602.608373 + Penalty 2188.742289 = -50413.866083
  nChanged 10
		SP:Iteration 6Q (42607.190000 sec): 3 clusters
  Score: Raw -52618.055484 + Penalty 2188.742289 = -50429.313194
  nChanged 10
		SP:Iteration 7Q (42607.370000 sec): 3 clusters
  Score: Raw -52632.778423 + Penalty 2188.742289 = -50444.036133
  nChanged 10
		SP:Iteration 8Q (42607.550000 sec): 3 clusters
  Score: Raw -52645.998760 + Penalty 2188.742289 = -50457.256471
  nChanged 6
		SP:Iteration 9Q (42607.720000 sec): 3 clusters
  Score: Raw -52655.500887 + Penalty 2188.742289 = -50466.758597
  nChanged 6
		SP:Iteration 10Q (42607.900000 sec): 3 clusters
  Score: Raw -52661.527703 + Penalty 2188.742289 = -50472.785414
  nChanged 9
		SP:Iteration 11Q (42608.070000 sec): 3 clusters
  Score: Raw -52675.982800 + Penalty 2188.742289 = -50487.240510
  nChanged 5
		SP:Iteration 12Q (42608.250000 sec): 3 clusters
  Score: Raw -52680.156294 + Penalty 2188.742289 = -50491.414004
  nChanged 1
		SP:Iteration 13Q (42608.430000 sec): 3 clusters
  Score: Raw -52680.905981 + Penalty 2188.742289 = -50492.163691
  nChanged 0
		SP:Iteration 14F (42608.600000 sec): 3 clusters
  Score: Raw -52680.905981 + Penalty 2188.742289 = -50492.163691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42608.710000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42608.860000 sec): 3 clusters
  Score: Raw -161803.075710 + Penalty 2486.614057 = -159316.461653
  nChanged 755
		SP:Iteration 1F (42609.030000 sec): 3 clusters
  Score: Raw -162276.311254 + Penalty 2486.614057 = -159789.697197
  nChanged 153
		SP:Iteration 2F (42609.210000 sec): 3 clusters
  Score: Raw -162395.907716 + Penalty 2486.614057 = -159909.293659
  nChanged 102
		SP:Iteration 3Q (42609.390000 sec): 3 clusters
  Score: Raw -162484.842063 + Penalty 2486.614057 = -159998.228006
  nChanged 83
		SP:Iteration 4Q (42609.560000 sec): 3 clusters
  Score: Raw -162558.114097 + Penalty 2486.614057 = -160071.500040
  nChanged 82
		SP:Iteration 5Q (42609.740000 sec): 3 clusters
  Score: Raw -162625.908028 + Penalty 2486.614057 = -160139.293971
  nChanged 67
		SP:Iteration 6Q (42609.910000 sec): 3 clusters
  Score: Raw -162674.150294 + Penalty 2486.614057 = -160187.536237
  nChanged 62
		SP:Iteration 7Q (42610.090000 sec): 3 clusters
  Score: Raw -162719.737377 + Penalty 2486.614057 = -160233.123320
  nChanged 57
		SP:Iteration 8Q (42610.270000 sec): 3 clusters
  Score: Raw -162761.340261 + Penalty 2486.614057 = -160274.726204
  nChanged 46
		SP:Iteration 9Q (42610.440000 sec): 3 clusters
  Score: Raw -162796.330315 + Penalty 2486.614057 = -160309.716258
  nChanged 45
		SP:Iteration 10Q (42610.620000 sec): 3 clusters
  Score: Raw -162832.090937 + Penalty 2486.614057 = -160345.476880
  nChanged 37
		SP:Iteration 11Q (42610.790000 sec): 3 clusters
  Score: Raw -162855.595607 + Penalty 2486.614057 = -160368.981550
  nChanged 25
		SP:Iteration 12Q (42610.970000 sec): 3 clusters
  Score: Raw -162867.379967 + Penalty 2486.614057 = -160380.765910
  nChanged 14
		SP:Iteration 13Q (42611.150000 sec): 3 clusters
  Score: Raw -162873.442906 + Penalty 2486.614057 = -160386.828849
  nChanged 11
		SP:Iteration 14Q (42611.320000 sec): 3 clusters
  Score: Raw -162878.611988 + Penalty 2486.614057 = -160391.997931
  nChanged 9
		SP:Iteration 15Q (42611.490000 sec): 3 clusters
  Score: Raw -162882.460282 + Penalty 2486.614057 = -160395.846224
  nChanged 7
		SP:Iteration 16Q (42611.670000 sec): 3 clusters
  Score: Raw -162886.403013 + Penalty 2486.614057 = -160399.788956
  nChanged 4
		SP:Iteration 17Q (42611.850000 sec): 3 clusters
  Score: Raw -162888.444925 + Penalty 2486.614057 = -160401.830868
  nChanged 5
		SP:Iteration 18Q (42612.020000 sec): 3 clusters
  Score: Raw -162890.861028 + Penalty 2486.614057 = -160404.246971
  nChanged 4
		SP:Iteration 19Q (42612.200000 sec): 3 clusters
  Score: Raw -162892.265048 + Penalty 2486.614057 = -160405.650991
  nChanged 4
		SP:Iteration 20F (42612.370000 sec): 3 clusters
  Score: Raw -162893.696814 + Penalty 2486.614057 = -160407.082757
  nChanged 4
		SP:Iteration 21Q (42612.550000 sec): 3 clusters
  Score: Raw -162895.506241 + Penalty 2486.614057 = -160408.892184
  nChanged 2
		SP:Iteration 22Q (42612.720000 sec): 3 clusters
  Score: Raw -162896.716506 + Penalty 2486.614057 = -160410.102449
  nChanged 4
		SP:Iteration 23Q (42612.900000 sec): 3 clusters
  Score: Raw -162899.891020 + Penalty 2486.614057 = -160413.276963
  nChanged 7
		SP:Iteration 24Q (42613.080000 sec): 3 clusters
  Score: Raw -162903.877108 + Penalty 2486.614057 = -160417.263051
  nChanged 11
		SP:Iteration 25Q (42613.250000 sec): 3 clusters
  Score: Raw -162910.768345 + Penalty 2486.614057 = -160424.154288
  nChanged 7
		SP:Iteration 26Q (42613.430000 sec): 3 clusters
  Score: Raw -162913.656251 + Penalty 2486.614057 = -160427.042194
  nChanged 6
		SP:Iteration 27Q (42613.600000 sec): 3 clusters
  Score: Raw -162916.715261 + Penalty 2486.614057 = -160430.101204
  nChanged 5
		SP:Iteration 28Q (42613.780000 sec): 3 clusters
  Score: Raw -162918.394375 + Penalty 2486.614057 = -160431.780318
  nChanged 4
		SP:Iteration 29Q (42613.960000 sec): 3 clusters
  Score: Raw -162920.341001 + Penalty 2486.614057 = -160433.726944
  nChanged 5
		SP:Iteration 30Q (42614.130000 sec): 3 clusters
  Score: Raw -162923.019859 + Penalty 2486.614057 = -160436.405802
  nChanged 3
		SP:Iteration 31Q (42614.310000 sec): 3 clusters
  Score: Raw -162924.276833 + Penalty 2486.614057 = -160437.662776
  nChanged 4
		SP:Iteration 32Q (42614.480000 sec): 3 clusters
  Score: Raw -162925.663857 + Penalty 2486.614057 = -160439.049800
  nChanged 1
		SP:Iteration 33Q (42614.660000 sec): 3 clusters
  Score: Raw -162925.985144 + Penalty 2486.614057 = -160439.371087
  nChanged 1
		SP:Iteration 34Q (42614.840000 sec): 3 clusters
  Score: Raw -162926.267177 + Penalty 2486.614057 = -160439.653120
  nChanged 0
		SP:Iteration 35F (42615.010000 sec): 3 clusters
  Score: Raw -162926.267177 + Penalty 2486.614057 = -160439.653120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42615.130000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42615.280000 sec): 3 clusters
  Score: Raw -151425.550621 + Penalty 2468.500866 = -148957.049755
  nChanged 702
		SP:Iteration 1F (42615.390000 sec): 3 clusters
  Score: Raw -151897.517202 + Penalty 2468.500866 = -149429.016336
  nChanged 167
		SP:Iteration 2F (42615.550000 sec): 3 clusters
  Score: Raw -152015.779600 + Penalty 2468.500866 = -149547.278734
  nChanged 103
		SP:Iteration 3F (42615.710000 sec): 3 clusters
  Score: Raw -152091.366460 + Penalty 2468.500866 = -149622.865594
  nChanged 69
		SP:Iteration 4Q (42615.880000 sec): 3 clusters
  Score: Raw -152144.749703 + Penalty 2468.500866 = -149676.248837
  nChanged 47
		SP:Iteration 5Q (42616.020000 sec): 3 clusters
  Score: Raw -152173.735508 + Penalty 2468.500866 = -149705.234642
  nChanged 40
		SP:Iteration 6Q (42616.180000 sec): 3 clusters
  Score: Raw -152199.818422 + Penalty 2468.500866 = -149731.317557
  nChanged 41
		SP:Iteration 7Q (42616.340000 sec): 3 clusters
  Score: Raw -152223.436331 + Penalty 2468.500866 = -149754.935466
  nChanged 34
		SP:Iteration 8Q (42616.500000 sec): 3 clusters
  Score: Raw -152244.929983 + Penalty 2468.500866 = -149776.429117
  nChanged 35
		SP:Iteration 9Q (42616.660000 sec): 3 clusters
  Score: Raw -152271.756615 + Penalty 2468.500866 = -149803.255749
  nChanged 35
		SP:Iteration 10Q (42616.830000 sec): 3 clusters
  Score: Raw -152296.091179 + Penalty 2468.500866 = -149827.590314
  nChanged 25
		SP:Iteration 11Q (42617.000000 sec): 3 clusters
  Score: Raw -152311.658796 + Penalty 2468.500866 = -149843.157931
  nChanged 23
		SP:Iteration 12Q (42617.180000 sec): 3 clusters
  Score: Raw -152325.173622 + Penalty 2468.500866 = -149856.672757
  nChanged 23
		SP:Iteration 13Q (42617.360000 sec): 3 clusters
  Score: Raw -152340.292991 + Penalty 2468.500866 = -149871.792125
  nChanged 22
		SP:Iteration 14Q (42617.530000 sec): 3 clusters
  Score: Raw -152353.090555 + Penalty 2468.500866 = -149884.589690
  nChanged 14
		SP:Iteration 15Q (42617.710000 sec): 3 clusters
  Score: Raw -152363.813769 + Penalty 2468.500866 = -149895.312903
  nChanged 16
		SP:Iteration 16Q (42617.880000 sec): 3 clusters
  Score: Raw -152373.599181 + Penalty 2468.500866 = -149905.098315
  nChanged 15
		SP:Iteration 17Q (42618.060000 sec): 3 clusters
  Score: Raw -152382.267102 + Penalty 2468.500866 = -149913.766237
  nChanged 15
		SP:Iteration 18Q (42618.230000 sec): 3 clusters
  Score: Raw -152394.163378 + Penalty 2468.500866 = -149925.662512
  nChanged 12
		SP:Iteration 19Q (42618.410000 sec): 3 clusters
  Score: Raw -152403.902402 + Penalty 2468.500866 = -149935.401537
  nChanged 13
		SP:Iteration 20F (42618.580000 sec): 3 clusters
  Score: Raw -152411.802108 + Penalty 2468.500866 = -149943.301243
  nChanged 15
		SP:Iteration 21Q (42618.720000 sec): 3 clusters
  Score: Raw -152422.510202 + Penalty 2468.500866 = -149954.009337
  nChanged 15
		SP:Iteration 22Q (42618.760000 sec): 3 clusters
  Score: Raw -152430.858554 + Penalty 2468.500866 = -149962.357689
  nChanged 16
		SP:Iteration 23Q (42618.900000 sec): 3 clusters
  Score: Raw -152439.873982 + Penalty 2468.500866 = -149971.373117
  nChanged 14
		SP:Iteration 24Q (42619.070000 sec): 3 clusters
  Score: Raw -152446.616807 + Penalty 2468.500866 = -149978.115942
  nChanged 11
		SP:Iteration 25Q (42619.250000 sec): 3 clusters
  Score: Raw -152453.690909 + Penalty 2468.500866 = -149985.190044
  nChanged 14
		SP:Iteration 26Q (42619.420000 sec): 3 clusters
  Score: Raw -152462.195404 + Penalty 2468.500866 = -149993.694538
  nChanged 9
		SP:Iteration 27Q (42619.600000 sec): 3 clusters
  Score: Raw -152468.530412 + Penalty 2468.500866 = -150000.029547
  nChanged 7
		SP:Iteration 28Q (42619.780000 sec): 3 clusters
  Score: Raw -152471.922797 + Penalty 2468.500866 = -150003.421931
  nChanged 6
		SP:Iteration 29Q (42619.950000 sec): 3 clusters
  Score: Raw -152475.263348 + Penalty 2468.500866 = -150006.762482
  nChanged 7
		SP:Iteration 30Q (42620.130000 sec): 3 clusters
  Score: Raw -152479.557862 + Penalty 2468.500866 = -150011.056997
  nChanged 5
		SP:Iteration 31Q (42620.300000 sec): 3 clusters
  Score: Raw -152481.523825 + Penalty 2468.500866 = -150013.022960
  nChanged 1
		SP:Iteration 32Q (42620.480000 sec): 3 clusters
  Score: Raw -152481.950895 + Penalty 2468.500866 = -150013.450030
  nChanged 1
		SP:Iteration 33Q (42620.660000 sec): 3 clusters
  Score: Raw -152482.448714 + Penalty 2468.500866 = -150013.947849
  nChanged 1
		SP:Iteration 34Q (42620.830000 sec): 3 clusters
  Score: Raw -152483.236841 + Penalty 2468.500866 = -150014.735975
  nChanged 2
		SP:Iteration 35Q (42621.010000 sec): 3 clusters
  Score: Raw -152484.550688 + Penalty 2468.500866 = -150016.049822
  nChanged 4
		SP:Iteration 36Q (42621.180000 sec): 3 clusters
  Score: Raw -152488.961593 + Penalty 2468.500866 = -150020.460727
  nChanged 10
		SP:Iteration 37Q (42621.360000 sec): 3 clusters
  Score: Raw -152495.102258 + Penalty 2468.500866 = -150026.601392
  nChanged 10
		SP:Iteration 38Q (42621.540000 sec): 3 clusters
  Score: Raw -152501.748989 + Penalty 2468.500866 = -150033.248124
  nChanged 7
		SP:Iteration 39Q (42621.710000 sec): 3 clusters
  Score: Raw -152506.692600 + Penalty 2468.500866 = -150038.191735
  nChanged 10
		SP:Iteration 40F (42621.890000 sec): 3 clusters
  Score: Raw -152511.635884 + Penalty 2468.500866 = -150043.135019
  nChanged 4
		SP:Iteration 41Q (42622.060000 sec): 3 clusters
  Score: Raw -152515.058573 + Penalty 2468.500866 = -150046.557707
  nChanged 4
		SP:Iteration 42Q (42622.240000 sec): 3 clusters
  Score: Raw -152516.864068 + Penalty 2468.500866 = -150048.363202
  nChanged 4
		SP:Iteration 43Q (42622.420000 sec): 3 clusters
  Score: Raw -152519.182083 + Penalty 2468.500866 = -150050.681217
  nChanged 5
		SP:Iteration 44Q (42622.590000 sec): 3 clusters
  Score: Raw -152522.459456 + Penalty 2468.500866 = -150053.958590
  nChanged 5
		SP:Iteration 45Q (42622.760000 sec): 3 clusters
  Score: Raw -152525.687671 + Penalty 2468.500866 = -150057.186805
  nChanged 6
		SP:Iteration 46Q (42622.940000 sec): 3 clusters
  Score: Raw -152530.189117 + Penalty 2468.500866 = -150061.688251
  nChanged 5
		SP:Iteration 47Q (42623.120000 sec): 3 clusters
  Score: Raw -152532.706489 + Penalty 2468.500866 = -150064.205623
  nChanged 2
		SP:Iteration 48Q (42623.290000 sec): 3 clusters
  Score: Raw -152534.630298 + Penalty 2468.500866 = -150066.129433
  nChanged 4
		SP:Iteration 49Q (42623.470000 sec): 3 clusters
  Score: Raw -152536.464529 + Penalty 2468.500866 = -150067.963664
  nChanged 4
		SP:Iteration 50Q (42623.640000 sec): 3 clusters
  Score: Raw -152539.124678 + Penalty 2468.500866 = -150070.623812
  nChanged 8
		SP:Iteration 51Q (42623.820000 sec): 3 clusters
  Score: Raw -152543.127992 + Penalty 2468.500866 = -150074.627126
  nChanged 8
		SP:Iteration 52Q (42624.000000 sec): 3 clusters
  Score: Raw -152546.875972 + Penalty 2468.500866 = -150078.375107
  nChanged 8
		SP:Iteration 53Q (42624.170000 sec): 3 clusters
  Score: Raw -152553.014840 + Penalty 2468.500866 = -150084.513974
  nChanged 15
		SP:Iteration 54Q (42624.350000 sec): 3 clusters
  Score: Raw -152564.295574 + Penalty 2468.500866 = -150095.794708
  nChanged 16
		SP:Iteration 55Q (42624.520000 sec): 3 clusters
  Score: Raw -152578.885818 + Penalty 2468.500866 = -150110.384952
  nChanged 21
		SP:Iteration 56Q (42624.700000 sec): 3 clusters
  Score: Raw -152598.491349 + Penalty 2468.500866 = -150129.990483
  nChanged 27
		SP:Iteration 57Q (42624.880000 sec): 3 clusters
  Score: Raw -152625.878654 + Penalty 2468.500866 = -150157.377789
  nChanged 29
		SP:Iteration 58Q (42625.050000 sec): 3 clusters
  Score: Raw -152667.811326 + Penalty 2468.500866 = -150199.310461
  nChanged 43
		SP:Iteration 59Q (42625.230000 sec): 3 clusters
  Score: Raw -152718.864109 + Penalty 2468.500866 = -150250.363243
  nChanged 39
		SP:Iteration 60F (42625.400000 sec): 3 clusters
  Score: Raw -152771.565759 + Penalty 2468.500866 = -150303.064893
  nChanged 44
		SP:Iteration 61Q (42625.580000 sec): 3 clusters
  Score: Raw -152819.664719 + Penalty 2468.500866 = -150351.163854
  nChanged 38
		SP:Iteration 62Q (42625.760000 sec): 3 clusters
  Score: Raw -152867.847676 + Penalty 2468.500866 = -150399.346811
  nChanged 40
		SP:Iteration 63Q (42625.930000 sec): 3 clusters
  Score: Raw -152920.273688 + Penalty 2468.500866 = -150451.772823
  nChanged 32
		SP:Iteration 64Q (42626.150000 sec): 3 clusters
  Score: Raw -152959.592494 + Penalty 2468.500866 = -150491.091628
  nChanged 28
		SP:Iteration 65Q (42626.300000 sec): 3 clusters
  Score: Raw -152984.982707 + Penalty 2468.500866 = -150516.481841
  nChanged 18
		SP:Iteration 66Q (42626.450000 sec): 3 clusters
  Score: Raw -152998.003084 + Penalty 2468.500866 = -150529.502219
  nChanged 15
		SP:Iteration 67Q (42626.600000 sec): 3 clusters
  Score: Raw -153007.190100 + Penalty 2468.500866 = -150538.689234
  nChanged 7
		SP:Iteration 68Q (42626.740000 sec): 3 clusters
  Score: Raw -153010.829137 + Penalty 2468.500866 = -150542.328271
  nChanged 2
		SP:Iteration 69Q (42626.890000 sec): 3 clusters
  Score: Raw -153011.747746 + Penalty 2468.500866 = -150543.246880
  nChanged 2
		SP:Iteration 70Q (42627.000000 sec): 3 clusters
  Score: Raw -153012.723957 + Penalty 2468.500866 = -150544.223091
  nChanged 3
		SP:Iteration 71Q (42627.180000 sec): 3 clusters
  Score: Raw -153013.950013 + Penalty 2468.500866 = -150545.449147
  nChanged 2
		SP:Iteration 72Q (42627.360000 sec): 3 clusters
  Score: Raw -153014.618424 + Penalty 2468.500866 = -150546.117558
  nChanged 2
		SP:Iteration 73Q (42627.530000 sec): 3 clusters
  Score: Raw -153015.649016 + Penalty 2468.500866 = -150547.148150
  nChanged 4
		SP:Iteration 74Q (42627.710000 sec): 3 clusters
  Score: Raw -153018.718236 + Penalty 2468.500866 = -150550.217371
  nChanged 1
		SP:Iteration 75Q (42627.900000 sec): 3 clusters
  Score: Raw -153019.744210 + Penalty 2468.500866 = -150551.243345
  nChanged 1
		SP:Iteration 76Q (42628.060000 sec): 3 clusters
  Score: Raw -153020.364323 + Penalty 2468.500866 = -150551.863458
  nChanged 2
		SP:Iteration 77Q (42628.240000 sec): 3 clusters
  Score: Raw -153021.639128 + Penalty 2468.500866 = -150553.138263
  nChanged 1
		SP:Iteration 78Q (42628.410000 sec): 3 clusters
  Score: Raw -153021.924235 + Penalty 2468.500866 = -150553.423370
  nChanged 0
		SP:Iteration 79F (42628.590000 sec): 3 clusters
  Score: Raw -153021.924235 + Penalty 2468.500866 = -150553.423370
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42628.670000 sec): 2 clusters
  Score: Raw -167808.579862 + Penalty 1244.077903 = -166564.501960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42628.850000 sec): 3 clusters
  Score: Raw -166947.815744 + Penalty 2488.155806 = -164459.659938
  nChanged 737
		SP:Iteration 1F (42629.020000 sec): 3 clusters
  Score: Raw -167474.059141 + Penalty 2488.155806 = -164985.903335
  nChanged 181
		SP:Iteration 2F (42629.200000 sec): 3 clusters
  Score: Raw -167670.547093 + Penalty 2488.155806 = -165182.391288
  nChanged 133
		SP:Iteration 3F (42629.380000 sec): 3 clusters
  Score: Raw -167827.150153 + Penalty 2488.155806 = -165338.994347
  nChanged 114
		SP:Iteration 4F (42629.550000 sec): 3 clusters
  Score: Raw -167933.308712 + Penalty 2488.155806 = -165445.152906
  nChanged 92
		SP:Iteration 5Q (42629.730000 sec): 3 clusters
  Score: Raw -168029.451339 + Penalty 2488.155806 = -165541.295533
  nChanged 79
		SP:Iteration 6Q (42629.900000 sec): 3 clusters
  Score: Raw -168094.762979 + Penalty 2488.155806 = -165606.607173
  nChanged 69
		SP:Iteration 7Q (42630.080000 sec): 3 clusters
  Score: Raw -168140.813989 + Penalty 2488.155806 = -165652.658183
  nChanged 59
		SP:Iteration 8Q (42630.260000 sec): 3 clusters
  Score: Raw -168201.516818 + Penalty 2488.155806 = -165713.361012
  nChanged 58
		SP:Iteration 9Q (42630.430000 sec): 3 clusters
  Score: Raw -168257.503799 + Penalty 2488.155806 = -165769.347993
  nChanged 49
		SP:Iteration 10Q (42630.610000 sec): 3 clusters
  Score: Raw -168295.715485 + Penalty 2488.155806 = -165807.559680
  nChanged 40
		SP:Iteration 11Q (42630.780000 sec): 3 clusters
  Score: Raw -168320.683140 + Penalty 2488.155806 = -165832.527335
  nChanged 36
		SP:Iteration 12Q (42630.960000 sec): 3 clusters
  Score: Raw -168346.056804 + Penalty 2488.155806 = -165857.900998
  nChanged 28
		SP:Iteration 13Q (42631.140000 sec): 3 clusters
  Score: Raw -168364.987489 + Penalty 2488.155806 = -165876.831683
  nChanged 20
		SP:Iteration 14Q (42631.310000 sec): 3 clusters
  Score: Raw -168376.962683 + Penalty 2488.155806 = -165888.806877
  nChanged 15
		SP:Iteration 15Q (42631.490000 sec): 3 clusters
  Score: Raw -168386.228022 + Penalty 2488.155806 = -165898.072216
  nChanged 12
		SP:Iteration 16Q (42631.660000 sec): 3 clusters
  Score: Raw -168396.910700 + Penalty 2488.155806 = -165908.754894
  nChanged 9
		SP:Iteration 17Q (42631.840000 sec): 3 clusters
  Score: Raw -168403.956261 + Penalty 2488.155806 = -165915.800455
  nChanged 9
		SP:Iteration 18Q (42632.010000 sec): 3 clusters
  Score: Raw -168410.637446 + Penalty 2488.155806 = -165922.481640
  nChanged 13
		SP:Iteration 19Q (42632.190000 sec): 3 clusters
  Score: Raw -168419.112220 + Penalty 2488.155806 = -165930.956415
  nChanged 11
		SP:Iteration 20F (42632.360000 sec): 3 clusters
  Score: Raw -168425.684091 + Penalty 2488.155806 = -165937.528285
  nChanged 7
		SP:Iteration 21Q (42632.540000 sec): 3 clusters
  Score: Raw -168429.388912 + Penalty 2488.155806 = -165941.233106
  nChanged 7
		SP:Iteration 22Q (42632.720000 sec): 3 clusters
  Score: Raw -168433.583931 + Penalty 2488.155806 = -165945.428126
  nChanged 9
		SP:Iteration 23Q (42632.890000 sec): 3 clusters
  Score: Raw -168440.532043 + Penalty 2488.155806 = -165952.376237
  nChanged 7
		SP:Iteration 24Q (42633.070000 sec): 3 clusters
  Score: Raw -168442.824891 + Penalty 2488.155806 = -165954.669085
  nChanged 2
		SP:Iteration 25Q (42633.240000 sec): 3 clusters
  Score: Raw -168443.790933 + Penalty 2488.155806 = -165955.635127
  nChanged 4
		SP:Iteration 26Q (42633.420000 sec): 3 clusters
  Score: Raw -168446.606912 + Penalty 2488.155806 = -165958.451107
  nChanged 6
		SP:Iteration 27Q (42633.600000 sec): 3 clusters
  Score: Raw -168450.283624 + Penalty 2488.155806 = -165962.127819
  nChanged 4
		SP:Iteration 28Q (42633.770000 sec): 3 clusters
  Score: Raw -168452.818592 + Penalty 2488.155806 = -165964.662786
  nChanged 3
		SP:Iteration 29Q (42633.950000 sec): 3 clusters
  Score: Raw -168454.903212 + Penalty 2488.155806 = -165966.747407
  nChanged 3
		SP:Iteration 30Q (42634.120000 sec): 3 clusters
  Score: Raw -168456.991457 + Penalty 2488.155806 = -165968.835652
  nChanged 3
		SP:Iteration 31Q (42634.300000 sec): 3 clusters
  Score: Raw -168458.331748 + Penalty 2488.155806 = -165970.175942
  nChanged 3
		SP:Iteration 32Q (42634.480000 sec): 3 clusters
  Score: Raw -168460.402289 + Penalty 2488.155806 = -165972.246483
  nChanged 3
		SP:Iteration 33Q (42634.650000 sec): 3 clusters
  Score: Raw -168462.042714 + Penalty 2488.155806 = -165973.886909
  nChanged 2
		SP:Iteration 34Q (42634.830000 sec): 3 clusters
  Score: Raw -168462.868065 + Penalty 2488.155806 = -165974.712259
  nChanged 2
		SP:Iteration 35Q (42635.000000 sec): 3 clusters
  Score: Raw -168463.597575 + Penalty 2488.155806 = -165975.441769
  nChanged 1
		SP:Iteration 36Q (42635.180000 sec): 3 clusters
  Score: Raw -168464.159534 + Penalty 2488.155806 = -165976.003728
  nChanged 1
		SP:Iteration 37Q (42635.360000 sec): 3 clusters
  Score: Raw -168464.522332 + Penalty 2488.155806 = -165976.366526
  nChanged 1
		SP:Iteration 38Q (42635.530000 sec): 3 clusters
  Score: Raw -168465.155490 + Penalty 2488.155806 = -165976.999684
  nChanged 2
		SP:Iteration 39Q (42635.710000 sec): 3 clusters
  Score: Raw -168465.710009 + Penalty 2488.155806 = -165977.554204
  nChanged 1
		SP:Iteration 40F (42635.880000 sec): 3 clusters
  Score: Raw -168466.256722 + Penalty 2488.155806 = -165978.100917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42636.680000 sec): 2 clusters
  Score: Raw -8051175.805318 + Penalty 1861.159987 = -8049314.645331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42637.760000 sec): 3 clusters
  Score: Raw -7989821.880760 + Penalty 3722.319974 = -7986099.560786
  nChanged 45174
		SP:Iteration 1F (42638.790000 sec): 3 clusters
  Score: Raw -8016616.878026 + Penalty 3722.319974 = -8012894.558053
  nChanged 3914
		SP:Iteration 2Q (42639.840000 sec): 3 clusters
  Score: Raw -8017942.818098 + Penalty 3722.319974 = -8014220.498125
  nChanged 4415
		SP:Iteration 3Q (42640.920000 sec): 3 clusters
  Score: Raw -8019834.600518 + Penalty 3722.319974 = -8016112.280544
  nChanged 5147
		SP:Iteration 4F (42641.950000 sec): 3 clusters
  Score: Raw -8022501.722006 + Penalty 3722.319974 = -8018779.402033
  nChanged 5693
		SP:Iteration 5F (42642.940000 sec): 3 clusters
  Score: Raw -8025884.061780 + Penalty 3722.319974 = -8022161.741806
  nChanged 6049
		SP:Iteration 6F (42643.980000 sec): 3 clusters
  Score: Raw -8030015.284406 + Penalty 3722.319974 = -8026292.964432
  nChanged 6045
		SP:Iteration 7F (42644.990000 sec): 3 clusters
  Score: Raw -8034695.683216 + Penalty 3722.319974 = -8030973.363242
  nChanged 5684
		SP:Iteration 8F (42645.990000 sec): 3 clusters
  Score: Raw -8039522.781814 + Penalty 3722.319974 = -8035800.461840
  nChanged 4718
		SP:Iteration 9F (42646.990000 sec): 3 clusters
  Score: Raw -8043621.329172 + Penalty 3722.319974 = -8039899.009199
  nChanged 3479
		SP:Iteration 10Q (42648.030000 sec): 3 clusters
  Score: Raw -8046619.299603 + Penalty 3722.319974 = -8042896.979629
  nChanged 2361
		SP:Iteration 11Q (42649.030000 sec): 3 clusters
  Score: Raw -8048571.785282 + Penalty 3722.319974 = -8044849.465309
  nChanged 1504
		SP:Iteration 12Q (42649.910000 sec): 3 clusters
  Score: Raw -8049792.485871 + Penalty 3722.319974 = -8046070.165898
  nChanged 898
		SP:Iteration 13Q (42650.740000 sec): 3 clusters
  Score: Raw -8050497.937665 + Penalty 3722.319974 = -8046775.617692
  nChanged 505
		SP:Iteration 14Q (42651.630000 sec): 3 clusters
  Score: Raw -8050905.337353 + Penalty 3722.319974 = -8047183.017379
  nChanged 258
		SP:Iteration 15Q (42652.550000 sec): 3 clusters
  Score: Raw -8051108.262595 + Penalty 3722.319974 = -8047385.942621
  nChanged 137
		SP:Iteration 16Q (42653.470000 sec): 3 clusters
  Score: Raw -8051216.679152 + Penalty 3722.319974 = -8047494.359179
  nChanged 71
		SP:Iteration 17Q (42654.350000 sec): 3 clusters
  Score: Raw -8051266.644988 + Penalty 3722.319974 = -8047544.325014
  nChanged 35
		SP:Iteration 18Q (42655.190000 sec): 3 clusters
  Score: Raw -8051295.003375 + Penalty 3722.319974 = -8047572.683402
  nChanged 27
		SP:Iteration 19Q (42656.180000 sec): 3 clusters
  Score: Raw -8051322.369791 + Penalty 3722.319974 = -8047600.049818
  nChanged 21
		SP:Iteration 20F (42657.190000 sec): 3 clusters
  Score: Raw -8051344.226464 + Penalty 3722.319974 = -8047621.906490
  nChanged 16
		SP:Iteration 21Q (42658.110000 sec): 3 clusters
  Score: Raw -8051356.636242 + Penalty 3722.319974 = -8047634.316268
  nChanged 13
		SP:Iteration 22Q (42658.980000 sec): 3 clusters
  Score: Raw -8051365.884115 + Penalty 3722.319974 = -8047643.564142
  nChanged 2
		SP:Iteration 23Q (42659.870000 sec): 3 clusters
  Score: Raw -8051367.294288 + Penalty 3722.319974 = -8047644.974315
  nChanged 1
		SP:Iteration 24Q (42660.790000 sec): 3 clusters
  Score: Raw -8051368.144707 + Penalty 3722.319974 = -8047645.824733
  nChanged 4
		SP:Iteration 25Q (42661.690000 sec): 3 clusters
  Score: Raw -8051372.878867 + Penalty 3722.319974 = -8047650.558893
  nChanged 1
		SP:Iteration 26Q (42662.580000 sec): 3 clusters
  Score: Raw -8051373.726299 + Penalty 3722.319974 = -8047651.406326
  nChanged 2
		SP:Iteration 27Q (42663.470000 sec): 3 clusters
  Score: Raw -8051374.490318 + Penalty 3722.319974 = -8047652.170344
  nChanged 1
		SP:Iteration 28Q (42664.410000 sec): 3 clusters
  Score: Raw -8051375.243958 + Penalty 3722.319974 = -8047652.923984
  nChanged 2
		SP:Iteration 29Q (42665.330000 sec): 3 clusters
  Score: Raw -8051377.262366 + Penalty 3722.319974 = -8047654.942392
  nChanged 0
		SP:Iteration 30F (42666.390000 sec): 3 clusters
  Score: Raw -8051377.262366 + Penalty 3722.319974 = -8047654.942392
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42666.490000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42666.710000 sec): 3 clusters
  Score: Raw -125034.473965 + Penalty 2405.796744 = -122628.677221
  nChanged 552
		SP:Iteration 1F (42666.870000 sec): 3 clusters
  Score: Raw -125428.733287 + Penalty 2405.796744 = -123022.936542
  nChanged 148
		SP:Iteration 2F (42667.050000 sec): 3 clusters
  Score: Raw -125541.161408 + Penalty 2405.796744 = -123135.364664
  nChanged 69
		SP:Iteration 3Q (42667.230000 sec): 3 clusters
  Score: Raw -125582.859807 + Penalty 2405.796744 = -123177.063063
  nChanged 44
		SP:Iteration 4Q (42667.400000 sec): 3 clusters
  Score: Raw -125611.607240 + Penalty 2405.796744 = -123205.810495
  nChanged 35
		SP:Iteration 5Q (42667.580000 sec): 3 clusters
  Score: Raw -125634.269152 + Penalty 2405.796744 = -123228.472408
  nChanged 32
		SP:Iteration 6Q (42667.750000 sec): 3 clusters
  Score: Raw -125656.424281 + Penalty 2405.796744 = -123250.627537
  nChanged 22
		SP:Iteration 7Q (42667.930000 sec): 3 clusters
  Score: Raw -125670.324359 + Penalty 2405.796744 = -123264.527614
  nChanged 23
		SP:Iteration 8Q (42668.110000 sec): 3 clusters
  Score: Raw -125685.004405 + Penalty 2405.796744 = -123279.207661
  nChanged 20
		SP:Iteration 9Q (42668.280000 sec): 3 clusters
  Score: Raw -125696.999286 + Penalty 2405.796744 = -123291.202542
  nChanged 19
		SP:Iteration 10Q (42668.460000 sec): 3 clusters
  Score: Raw -125710.662530 + Penalty 2405.796744 = -123304.865785
  nChanged 13
		SP:Iteration 11Q (42668.630000 sec): 3 clusters
  Score: Raw -125719.573110 + Penalty 2405.796744 = -123313.776366
  nChanged 14
		SP:Iteration 12Q (42668.810000 sec): 3 clusters
  Score: Raw -125729.452307 + Penalty 2405.796744 = -123323.655563
  nChanged 13
		SP:Iteration 13Q (42668.990000 sec): 3 clusters
  Score: Raw -125735.778050 + Penalty 2405.796744 = -123329.981305
  nChanged 9
		SP:Iteration 14Q (42669.160000 sec): 3 clusters
  Score: Raw -125741.311100 + Penalty 2405.796744 = -123335.514356
  nChanged 9
		SP:Iteration 15Q (42669.320000 sec): 3 clusters
  Score: Raw -125747.359508 + Penalty 2405.796744 = -123341.562764
  nChanged 9
		SP:Iteration 16Q (42669.480000 sec): 3 clusters
  Score: Raw -125752.369634 + Penalty 2405.796744 = -123346.572890
  nChanged 10
		SP:Iteration 17Q (42669.640000 sec): 3 clusters
  Score: Raw -125760.705941 + Penalty 2405.796744 = -123354.909196
  nChanged 11
		SP:Iteration 18Q (42669.790000 sec): 3 clusters
  Score: Raw -125768.384815 + Penalty 2405.796744 = -123362.588071
  nChanged 9
		SP:Iteration 19Q (42669.960000 sec): 3 clusters
  Score: Raw -125774.167278 + Penalty 2405.796744 = -123368.370534
  nChanged 6
		SP:Iteration 20F (42670.130000 sec): 3 clusters
  Score: Raw -125777.333820 + Penalty 2405.796744 = -123371.537076
  nChanged 4
		SP:Iteration 21Q (42670.310000 sec): 3 clusters
  Score: Raw -125779.143788 + Penalty 2405.796744 = -123373.347044
  nChanged 4
		SP:Iteration 22Q (42670.480000 sec): 3 clusters
  Score: Raw -125782.265417 + Penalty 2405.796744 = -123376.468673
  nChanged 5
		SP:Iteration 23Q (42670.640000 sec): 3 clusters
  Score: Raw -125786.688592 + Penalty 2405.796744 = -123380.891847
  nChanged 5
		SP:Iteration 24Q (42670.800000 sec): 3 clusters
  Score: Raw -125790.270273 + Penalty 2405.796744 = -123384.473528
  nChanged 6
		SP:Iteration 25Q (42670.970000 sec): 3 clusters
  Score: Raw -125794.841959 + Penalty 2405.796744 = -123389.045215
  nChanged 7
		SP:Iteration 26Q (42671.150000 sec): 3 clusters
  Score: Raw -125798.675921 + Penalty 2405.796744 = -123392.879176
  nChanged 4
		SP:Iteration 27Q (42671.320000 sec): 3 clusters
  Score: Raw -125800.787621 + Penalty 2405.796744 = -123394.990877
  nChanged 1
		SP:Iteration 28Q (42671.490000 sec): 3 clusters
  Score: Raw -125801.054880 + Penalty 2405.796744 = -123395.258136
  nChanged 0
		SP:Iteration 29F (42671.670000 sec): 3 clusters
  Score: Raw -125801.054880 + Penalty 2405.796744 = -123395.258136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42671.730000 sec): 2 clusters
  Score: Raw -207277.209681 + Penalty 1303.720741 = -205973.488940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42671.910000 sec): 3 clusters
  Score: Raw -205821.251125 + Penalty 2607.441483 = -203213.809642
  nChanged 1192
		SP:Iteration 1F (42672.080000 sec): 3 clusters
  Score: Raw -206723.778215 + Penalty 2607.441483 = -204116.336733
  nChanged 315
		SP:Iteration 2F (42672.250000 sec): 3 clusters
  Score: Raw -206991.509091 + Penalty 2607.441483 = -204384.067609
  nChanged 209
		SP:Iteration 3F (42672.430000 sec): 3 clusters
  Score: Raw -207168.473410 + Penalty 2607.441483 = -204561.031927
  nChanged 143
		SP:Iteration 4Q (42672.600000 sec): 3 clusters
  Score: Raw -207301.527467 + Penalty 2607.441483 = -204694.085984
  nChanged 151
		SP:Iteration 5Q (42672.770000 sec): 3 clusters
  Score: Raw -207416.032604 + Penalty 2607.441483 = -204808.591122
  nChanged 117
		SP:Iteration 6Q (42672.950000 sec): 3 clusters
  Score: Raw -207512.647668 + Penalty 2607.441483 = -204905.206186
  nChanged 102
		SP:Iteration 7Q (42673.120000 sec): 3 clusters
  Score: Raw -207587.835960 + Penalty 2607.441483 = -204980.394477
  nChanged 76
		SP:Iteration 8Q (42673.300000 sec): 3 clusters
  Score: Raw -207643.334323 + Penalty 2607.441483 = -205035.892841
  nChanged 60
		SP:Iteration 9Q (42673.470000 sec): 3 clusters
  Score: Raw -207681.418557 + Penalty 2607.441483 = -205073.977074
  nChanged 54
		SP:Iteration 10Q (42673.640000 sec): 3 clusters
  Score: Raw -207719.773914 + Penalty 2607.441483 = -205112.332432
  nChanged 52
		SP:Iteration 11Q (42673.820000 sec): 3 clusters
  Score: Raw -207755.642691 + Penalty 2607.441483 = -205148.201209
  nChanged 51
		SP:Iteration 12Q (42673.990000 sec): 3 clusters
  Score: Raw -207785.788251 + Penalty 2607.441483 = -205178.346768
  nChanged 53
		SP:Iteration 13Q (42674.170000 sec): 3 clusters
  Score: Raw -207817.697411 + Penalty 2607.441483 = -205210.255928
  nChanged 30
		SP:Iteration 14Q (42674.340000 sec): 3 clusters
  Score: Raw -207835.893377 + Penalty 2607.441483 = -205228.451895
  nChanged 39
		SP:Iteration 15Q (42674.510000 sec): 3 clusters
  Score: Raw -207861.694806 + Penalty 2607.441483 = -205254.253323
  nChanged 27
		SP:Iteration 16Q (42674.690000 sec): 3 clusters
  Score: Raw -207883.200725 + Penalty 2607.441483 = -205275.759243
  nChanged 31
		SP:Iteration 17Q (42674.860000 sec): 3 clusters
  Score: Raw -207900.650128 + Penalty 2607.441483 = -205293.208645
  nChanged 31
		SP:Iteration 18Q (42675.030000 sec): 3 clusters
  Score: Raw -207927.968107 + Penalty 2607.441483 = -205320.526625
  nChanged 27
		SP:Iteration 19Q (42675.210000 sec): 3 clusters
  Score: Raw -207944.994056 + Penalty 2607.441483 = -205337.552573
  nChanged 22
		SP:Iteration 20F (42675.380000 sec): 3 clusters
  Score: Raw -207959.130740 + Penalty 2607.441483 = -205351.689258
  nChanged 24
		SP:Iteration 21Q (42675.550000 sec): 3 clusters
  Score: Raw -207973.714138 + Penalty 2607.441483 = -205366.272655
  nChanged 21
		SP:Iteration 22Q (42675.730000 sec): 3 clusters
  Score: Raw -207987.979756 + Penalty 2607.441483 = -205380.538273
  nChanged 20
		SP:Iteration 23Q (42675.900000 sec): 3 clusters
  Score: Raw -208000.424893 + Penalty 2607.441483 = -205392.983410
  nChanged 9
		SP:Iteration 24Q (42676.080000 sec): 3 clusters
  Score: Raw -208006.562570 + Penalty 2607.441483 = -205399.121088
  nChanged 7
		SP:Iteration 25Q (42676.250000 sec): 3 clusters
  Score: Raw -208011.673034 + Penalty 2607.441483 = -205404.231551
  nChanged 6
		SP:Iteration 26Q (42676.420000 sec): 3 clusters
  Score: Raw -208013.726149 + Penalty 2607.441483 = -205406.284666
  nChanged 3
		SP:Iteration 27Q (42676.600000 sec): 3 clusters
  Score: Raw -208015.616744 + Penalty 2607.441483 = -205408.175261
  nChanged 3
		SP:Iteration 28Q (42676.770000 sec): 3 clusters
  Score: Raw -208016.579842 + Penalty 2607.441483 = -205409.138359
  nChanged 1
		SP:Iteration 29Q (42676.940000 sec): 3 clusters
  Score: Raw -208016.742799 + Penalty 2607.441483 = -205409.301317
  nChanged 0
		SP:Iteration 30F (42677.120000 sec): 3 clusters
  Score: Raw -208016.742799 + Penalty 2607.441483 = -205409.301317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42677.200000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42677.380000 sec): 3 clusters
  Score: Raw -11639.939116 + Penalty 1624.093989 = -10015.845127
  nChanged 18
		SP:Iteration 1F (42677.550000 sec): 3 clusters
  Score: Raw -11686.611166 + Penalty 1624.093989 = -10062.517177
  nChanged 6
		SP:Iteration 2Q (42677.720000 sec): 3 clusters
  Score: Raw -11714.229152 + Penalty 1624.093989 = -10090.135164
  nChanged 0
		SP:Iteration 3F (42677.900000 sec): 3 clusters
  Score: Raw -11714.229152 + Penalty 1624.093989 = -10090.135164
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42677.980000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42678.160000 sec): 3 clusters
  Score: Raw -93824.995837 + Penalty 2299.087965 = -91525.907872
  nChanged 371
		SP:Iteration 1F (42678.330000 sec): 3 clusters
  Score: Raw -94098.329967 + Penalty 2299.087965 = -91799.242002
  nChanged 90
		SP:Iteration 2F (42678.500000 sec): 3 clusters
  Score: Raw -94176.758800 + Penalty 2299.087965 = -91877.670835
  nChanged 36
		SP:Iteration 3Q (42678.680000 sec): 3 clusters
  Score: Raw -94221.685545 + Penalty 2299.087965 = -91922.597579
  nChanged 43
		SP:Iteration 4Q (42678.850000 sec): 3 clusters
  Score: Raw -94267.557784 + Penalty 2299.087965 = -91968.469819
  nChanged 31
		SP:Iteration 5Q (42679.020000 sec): 3 clusters
  Score: Raw -94293.556733 + Penalty 2299.087965 = -91994.468768
  nChanged 18
		SP:Iteration 6Q (42679.200000 sec): 3 clusters
  Score: Raw -94311.487249 + Penalty 2299.087965 = -92012.399284
  nChanged 17
		SP:Iteration 7Q (42679.370000 sec): 3 clusters
  Score: Raw -94323.760539 + Penalty 2299.087965 = -92024.672574
  nChanged 13
		SP:Iteration 8Q (42679.540000 sec): 3 clusters
  Score: Raw -94333.662095 + Penalty 2299.087965 = -92034.574129
  nChanged 6
		SP:Iteration 9Q (42679.720000 sec): 3 clusters
  Score: Raw -94339.028267 + Penalty 2299.087965 = -92039.940301
  nChanged 1
		SP:Iteration 10Q (42679.890000 sec): 3 clusters
  Score: Raw -94339.264624 + Penalty 2299.087965 = -92040.176658
  nChanged 0
		SP:Iteration 11F (42680.070000 sec): 3 clusters
  Score: Raw -94339.264624 + Penalty 2299.087965 = -92040.176658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42680.150000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42680.320000 sec): 3 clusters
  Score: Raw -145915.732566 + Penalty 2475.292158 = -143440.440409
  nChanged 687
		SP:Iteration 1F (42680.500000 sec): 3 clusters
  Score: Raw -146376.792918 + Penalty 2475.292158 = -143901.500761
  nChanged 156
		SP:Iteration 2F (42680.670000 sec): 3 clusters
  Score: Raw -146489.239200 + Penalty 2475.292158 = -144013.947043
  nChanged 111
		SP:Iteration 3F (42680.840000 sec): 3 clusters
  Score: Raw -146573.781608 + Penalty 2475.292158 = -144098.489451
  nChanged 84
		SP:Iteration 4Q (42681.020000 sec): 3 clusters
  Score: Raw -146626.920595 + Penalty 2475.292158 = -144151.628437
  nChanged 57
		SP:Iteration 5Q (42681.190000 sec): 3 clusters
  Score: Raw -146651.974469 + Penalty 2475.292158 = -144176.682311
  nChanged 34
		SP:Iteration 6Q (42681.360000 sec): 3 clusters
  Score: Raw -146671.991114 + Penalty 2475.292158 = -144196.698957
  nChanged 29
		SP:Iteration 7Q (42681.540000 sec): 3 clusters
  Score: Raw -146690.417977 + Penalty 2475.292158 = -144215.125820
  nChanged 31
		SP:Iteration 8Q (42681.710000 sec): 3 clusters
  Score: Raw -146707.341782 + Penalty 2475.292158 = -144232.049624
  nChanged 23
		SP:Iteration 9Q (42681.880000 sec): 3 clusters
  Score: Raw -146720.076687 + Penalty 2475.292158 = -144244.784530
  nChanged 19
		SP:Iteration 10Q (42682.060000 sec): 3 clusters
  Score: Raw -146729.504345 + Penalty 2475.292158 = -144254.212188
  nChanged 24
		SP:Iteration 11Q (42682.230000 sec): 3 clusters
  Score: Raw -146741.663991 + Penalty 2475.292158 = -144266.371833
  nChanged 19
		SP:Iteration 12Q (42682.400000 sec): 3 clusters
  Score: Raw -146747.787193 + Penalty 2475.292158 = -144272.495035
  nChanged 5
		SP:Iteration 13Q (42682.580000 sec): 3 clusters
  Score: Raw -146749.918555 + Penalty 2475.292158 = -144274.626398
  nChanged 9
		SP:Iteration 14Q (42682.750000 sec): 3 clusters
  Score: Raw -146753.587958 + Penalty 2475.292158 = -144278.295801
  nChanged 9
		SP:Iteration 15Q (42682.920000 sec): 3 clusters
  Score: Raw -146756.745188 + Penalty 2475.292158 = -144281.453031
  nChanged 7
		SP:Iteration 16Q (42683.100000 sec): 3 clusters
  Score: Raw -146759.564921 + Penalty 2475.292158 = -144284.272764
  nChanged 6
		SP:Iteration 17Q (42683.270000 sec): 3 clusters
  Score: Raw -146762.455843 + Penalty 2475.292158 = -144287.163686
  nChanged 6
		SP:Iteration 18Q (42683.450000 sec): 3 clusters
  Score: Raw -146764.707648 + Penalty 2475.292158 = -144289.415490
  nChanged 5
		SP:Iteration 19Q (42683.620000 sec): 3 clusters
  Score: Raw -146766.626196 + Penalty 2475.292158 = -144291.334038
  nChanged 4
		SP:Iteration 20F (42683.790000 sec): 3 clusters
  Score: Raw -146768.731551 + Penalty 2475.292158 = -144293.439393
  nChanged 2
		SP:Iteration 21Q (42683.970000 sec): 3 clusters
  Score: Raw -146770.238935 + Penalty 2475.292158 = -144294.946777
  nChanged 8
		SP:Iteration 22Q (42684.140000 sec): 3 clusters
  Score: Raw -146773.030764 + Penalty 2475.292158 = -144297.738607
  nChanged 8
		SP:Iteration 23Q (42684.310000 sec): 3 clusters
  Score: Raw -146776.159859 + Penalty 2475.292158 = -144300.867701
  nChanged 11
		SP:Iteration 24Q (42684.490000 sec): 3 clusters
  Score: Raw -146783.810391 + Penalty 2475.292158 = -144308.518234
  nChanged 12
		SP:Iteration 25Q (42684.660000 sec): 3 clusters
  Score: Raw -146791.569997 + Penalty 2475.292158 = -144316.277839
  nChanged 18
		SP:Iteration 26Q (42684.840000 sec): 3 clusters
  Score: Raw -146799.450242 + Penalty 2475.292158 = -144324.158084
  nChanged 10
		SP:Iteration 27Q (42685.010000 sec): 3 clusters
  Score: Raw -146803.784587 + Penalty 2475.292158 = -144328.492429
  nChanged 10
		SP:Iteration 28Q (42685.180000 sec): 3 clusters
  Score: Raw -146806.835576 + Penalty 2475.292158 = -144331.543418
  nChanged 5
		SP:Iteration 29Q (42685.360000 sec): 3 clusters
  Score: Raw -146807.962931 + Penalty 2475.292158 = -144332.670774
  nChanged 4
		SP:Iteration 30Q (42685.530000 sec): 3 clusters
  Score: Raw -146809.784778 + Penalty 2475.292158 = -144334.492621
  nChanged 5
		SP:Iteration 31Q (42685.700000 sec): 3 clusters
  Score: Raw -146811.447366 + Penalty 2475.292158 = -144336.155209
  nChanged 4
		SP:Iteration 32Q (42685.880000 sec): 3 clusters
  Score: Raw -146812.586606 + Penalty 2475.292158 = -144337.294449
  nChanged 2
		SP:Iteration 33Q (42686.050000 sec): 3 clusters
  Score: Raw -146813.247250 + Penalty 2475.292158 = -144337.955093
  nChanged 3
		SP:Iteration 34Q (42686.220000 sec): 3 clusters
  Score: Raw -146813.944235 + Penalty 2475.292158 = -144338.652078
  nChanged 3
		SP:Iteration 35Q (42686.400000 sec): 3 clusters
  Score: Raw -146815.210442 + Penalty 2475.292158 = -144339.918285
  nChanged 3
		SP:Iteration 36Q (42686.570000 sec): 3 clusters
  Score: Raw -146816.042180 + Penalty 2475.292158 = -144340.750023
  nChanged 5
		SP:Iteration 37Q (42686.740000 sec): 3 clusters
  Score: Raw -146818.750626 + Penalty 2475.292158 = -144343.458469
  nChanged 2
		SP:Iteration 38Q (42686.920000 sec): 3 clusters
  Score: Raw -146819.778394 + Penalty 2475.292158 = -144344.486236
  nChanged 6
		SP:Iteration 39Q (42687.090000 sec): 3 clusters
  Score: Raw -146821.973953 + Penalty 2475.292158 = -144346.681796
  nChanged 3
		SP:Iteration 40F (42687.260000 sec): 3 clusters
  Score: Raw -146823.532307 + Penalty 2475.292158 = -144348.240150
  nChanged 3
		SP:Iteration 41Q (42687.440000 sec): 3 clusters
  Score: Raw -146824.885377 + Penalty 2475.292158 = -144349.593220
  nChanged 4
		SP:Iteration 42Q (42687.610000 sec): 3 clusters
  Score: Raw -146827.544502 + Penalty 2475.292158 = -144352.252344
  nChanged 1
		SP:Iteration 43Q (42687.780000 sec): 3 clusters
  Score: Raw -146827.667609 + Penalty 2475.292158 = -144352.375451
  nChanged 0
		SP:Iteration 44F (42687.960000 sec): 3 clusters
  Score: Raw -146827.667609 + Penalty 2475.292158 = -144352.375451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42688.040000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42688.220000 sec): 3 clusters
  Score: Raw -24804.341498 + Penalty 1861.225518 = -22943.115980
  nChanged 56
		SP:Iteration 1F (42688.390000 sec): 3 clusters
  Score: Raw -24922.177705 + Penalty 1861.225518 = -23060.952187
  nChanged 11
		SP:Iteration 2Q (42688.560000 sec): 3 clusters
  Score: Raw -24956.992044 + Penalty 1861.225518 = -23095.766526
  nChanged 6
		SP:Iteration 3Q (42688.740000 sec): 3 clusters
  Score: Raw -24980.567629 + Penalty 1861.225518 = -23119.342111
  nChanged 8
		SP:Iteration 4Q (42688.920000 sec): 3 clusters
  Score: Raw -24998.678458 + Penalty 1861.225518 = -23137.452940
  nChanged 4
		SP:Iteration 5Q (42689.090000 sec): 3 clusters
  Score: Raw -25007.265734 + Penalty 1861.225518 = -23146.040216
  nChanged 2
		SP:Iteration 6Q (42689.270000 sec): 3 clusters
  Score: Raw -25012.190876 + Penalty 1861.225518 = -23150.965358
  nChanged 2
		SP:Iteration 7Q (42689.440000 sec): 3 clusters
  Score: Raw -25016.627005 + Penalty 1861.225518 = -23155.401487
  nChanged 2
		SP:Iteration 8Q (42689.610000 sec): 3 clusters
  Score: Raw -25019.269179 + Penalty 1861.225518 = -23158.043661
  nChanged 1
		SP:Iteration 9Q (42689.790000 sec): 3 clusters
  Score: Raw -25022.810657 + Penalty 1861.225518 = -23161.585139
  nChanged 2
		SP:Iteration 10Q (42689.960000 sec): 3 clusters
  Score: Raw -25034.669349 + Penalty 1861.225518 = -23173.443831
  nChanged 1
		SP:Iteration 11Q (42690.130000 sec): 3 clusters
  Score: Raw -25040.529507 + Penalty 1861.225518 = -23179.303989
  nChanged 3
		SP:Iteration 12Q (42690.310000 sec): 3 clusters
  Score: Raw -25048.272851 + Penalty 1861.225518 = -23187.047333
  nChanged 5
		SP:Iteration 13Q (42690.480000 sec): 3 clusters
  Score: Raw -25059.085220 + Penalty 1861.225518 = -23197.859702
  nChanged 1
		SP:Iteration 14Q (42690.650000 sec): 3 clusters
  Score: Raw -25060.974450 + Penalty 1861.225518 = -23199.748932
  nChanged 1
		SP:Iteration 15Q (42690.830000 sec): 3 clusters
  Score: Raw -25062.467553 + Penalty 1861.225518 = -23201.242035
  nChanged 0
		SP:Iteration 16F (42691.000000 sec): 3 clusters
  Score: Raw -25062.467553 + Penalty 1861.225518 = -23201.242035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42691.090000 sec): 2 clusters
  Score: Raw -31585.583691 + Penalty 1002.561744 = -30583.021947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42691.260000 sec): 3 clusters
  Score: Raw -31570.764679 + Penalty 2005.123488 = -29565.641191
  nChanged 114
		SP:Iteration 1F (42691.430000 sec): 3 clusters
  Score: Raw -31769.418457 + Penalty 2005.123488 = -29764.294969
  nChanged 27
		SP:Iteration 2F (42691.610000 sec): 3 clusters
  Score: Raw -31835.182718 + Penalty 2005.123488 = -29830.059230
  nChanged 23
		SP:Iteration 3Q (42691.780000 sec): 3 clusters
  Score: Raw -31891.061936 + Penalty 2005.123488 = -29885.938448
  nChanged 12
		SP:Iteration 4Q (42691.950000 sec): 3 clusters
  Score: Raw -31922.258326 + Penalty 2005.123488 = -29917.134838
  nChanged 4
		SP:Iteration 5Q (42692.130000 sec): 3 clusters
  Score: Raw -31934.649749 + Penalty 2005.123488 = -29929.526261
  nChanged 2
		SP:Iteration 6Q (42692.300000 sec): 3 clusters
  Score: Raw -31937.008700 + Penalty 2005.123488 = -29931.885212
  nChanged 2
		SP:Iteration 7Q (42692.470000 sec): 3 clusters
  Score: Raw -31940.611896 + Penalty 2005.123488 = -29935.488408
  nChanged 0
		SP:Iteration 8F (42692.650000 sec): 3 clusters
  Score: Raw -31940.611896 + Penalty 2005.123488 = -29935.488408
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42692.730000 sec): 2 clusters
  Score: Raw -115825.606510 + Penalty 1180.291063 = -114645.315447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42692.890000 sec): 3 clusters
  Score: Raw -115273.119650 + Penalty 2360.582126 = -112912.537525
  nChanged 470
		SP:Iteration 1F (42693.050000 sec): 3 clusters
  Score: Raw -115631.488236 + Penalty 2360.582126 = -113270.906110
  nChanged 130
		SP:Iteration 2F (42693.210000 sec): 3 clusters
  Score: Raw -115774.556765 + Penalty 2360.582126 = -113413.974639
  nChanged 94
		SP:Iteration 3F (42693.370000 sec): 3 clusters
  Score: Raw -115909.658437 + Penalty 2360.582126 = -113549.076312
  nChanged 72
		SP:Iteration 4F (42693.530000 sec): 3 clusters
  Score: Raw -116059.175861 + Penalty 2360.582126 = -113698.593735
  nChanged 85
		SP:Iteration 5F (42693.690000 sec): 3 clusters
  Score: Raw -116189.154445 + Penalty 2360.582126 = -113828.572320
  nChanged 89
		SP:Iteration 6F (42693.850000 sec): 3 clusters
  Score: Raw -116328.612150 + Penalty 2360.582126 = -113968.030024
  nChanged 83
		SP:Iteration 7F (42694.020000 sec): 3 clusters
  Score: Raw -116502.631557 + Penalty 2360.582126 = -114142.049431
  nChanged 79
		SP:Iteration 8F (42694.200000 sec): 3 clusters
  Score: Raw -116663.020317 + Penalty 2360.582126 = -114302.438191
  nChanged 47
		SP:Iteration 9Q (42694.370000 sec): 3 clusters
  Score: Raw -116727.679023 + Penalty 2360.582126 = -114367.096898
  nChanged 33
		SP:Iteration 10Q (42694.550000 sec): 3 clusters
  Score: Raw -116773.441447 + Penalty 2360.582126 = -114412.859321
  nChanged 30
		SP:Iteration 11Q (42694.730000 sec): 3 clusters
  Score: Raw -116817.134352 + Penalty 2360.582126 = -114456.552227
  nChanged 23
		SP:Iteration 12Q (42694.900000 sec): 3 clusters
  Score: Raw -116842.568214 + Penalty 2360.582126 = -114481.986089
  nChanged 14
		SP:Iteration 13Q (42695.080000 sec): 3 clusters
  Score: Raw -116865.477471 + Penalty 2360.582126 = -114504.895345
  nChanged 9
		SP:Iteration 14Q (42695.250000 sec): 3 clusters
  Score: Raw -116880.975465 + Penalty 2360.582126 = -114520.393340
  nChanged 12
		SP:Iteration 15Q (42695.460000 sec): 3 clusters
  Score: Raw -116904.968285 + Penalty 2360.582126 = -114544.386160
  nChanged 18
		SP:Iteration 16Q (42695.610000 sec): 3 clusters
  Score: Raw -116951.464514 + Penalty 2360.582126 = -114590.882389
  nChanged 13
		SP:Iteration 17Q (42695.770000 sec): 3 clusters
  Score: Raw -116983.729714 + Penalty 2360.582126 = -114623.147588
  nChanged 9
		SP:Iteration 18Q (42695.930000 sec): 3 clusters
  Score: Raw -117006.175445 + Penalty 2360.582126 = -114645.593319
  nChanged 7
		SP:Iteration 19Q (42696.100000 sec): 3 clusters
  Score: Raw -117015.755664 + Penalty 2360.582126 = -114655.173539
  nChanged 3
		SP:Iteration 20F (42696.270000 sec): 3 clusters
  Score: Raw -117018.843367 + Penalty 2360.582126 = -114658.261241
  nChanged 2
		SP:Iteration 21Q (42696.440000 sec): 3 clusters
  Score: Raw -117027.266650 + Penalty 2360.582126 = -114666.684524
  nChanged 4
		SP:Iteration 22Q (42696.600000 sec): 3 clusters
  Score: Raw -117030.579388 + Penalty 2360.582126 = -114669.997262
  nChanged 1
		SP:Iteration 23Q (42696.760000 sec): 3 clusters
  Score: Raw -117031.295690 + Penalty 2360.582126 = -114670.713564
  nChanged 1
		SP:Iteration 24Q (42696.900000 sec): 3 clusters
  Score: Raw -117033.224419 + Penalty 2360.582126 = -114672.642294
  nChanged 1
		SP:Iteration 25Q (42697.050000 sec): 3 clusters
  Score: Raw -117036.370404 + Penalty 2360.582126 = -114675.788278
  nChanged 1
		SP:Iteration 26Q (42697.220000 sec): 3 clusters
  Score: Raw -117036.893187 + Penalty 2360.582126 = -114676.311061
  nChanged 0
		SP:Iteration 27F (42697.400000 sec): 3 clusters
  Score: Raw -117036.893187 + Penalty 2360.582126 = -114676.311061
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42697.480000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42697.650000 sec): 3 clusters
  Score: Raw -11430.031018 + Penalty 1684.079654 = -9745.951364
  nChanged 27
		SP:Iteration 1F (42697.830000 sec): 3 clusters
  Score: Raw -11528.869406 + Penalty 1684.079654 = -9844.789752
  nChanged 6
		SP:Iteration 2Q (42698.010000 sec): 3 clusters
  Score: Raw -11553.989116 + Penalty 1684.079654 = -9869.909462
  nChanged 0
		SP:Iteration 3F (42698.180000 sec): 3 clusters
  Score: Raw -11553.989116 + Penalty 1684.079654 = -9869.909462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42698.270000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42698.440000 sec): 3 clusters
  Score: Raw -180921.538672 + Penalty 2484.287633 = -178437.251039
  nChanged 747
		SP:Iteration 1F (42698.620000 sec): 3 clusters
  Score: Raw -181380.292831 + Penalty 2484.287633 = -178896.005198
  nChanged 142
		SP:Iteration 2F (42698.790000 sec): 3 clusters
  Score: Raw -181474.331541 + Penalty 2484.287633 = -178990.043908
  nChanged 80
		SP:Iteration 3Q (42698.970000 sec): 3 clusters
  Score: Raw -181525.771442 + Penalty 2484.287633 = -179041.483809
  nChanged 53
		SP:Iteration 4Q (42699.150000 sec): 3 clusters
  Score: Raw -181553.659936 + Penalty 2484.287633 = -179069.372302
  nChanged 48
		SP:Iteration 5Q (42699.320000 sec): 3 clusters
  Score: Raw -181579.629581 + Penalty 2484.287633 = -179095.341948
  nChanged 42
		SP:Iteration 6Q (42699.500000 sec): 3 clusters
  Score: Raw -181617.062097 + Penalty 2484.287633 = -179132.774463
  nChanged 55
		SP:Iteration 7Q (42699.670000 sec): 3 clusters
  Score: Raw -181653.024156 + Penalty 2484.287633 = -179168.736523
  nChanged 52
		SP:Iteration 8Q (42699.850000 sec): 3 clusters
  Score: Raw -181687.152321 + Penalty 2484.287633 = -179202.864688
  nChanged 45
		SP:Iteration 9Q (42700.030000 sec): 3 clusters
  Score: Raw -181709.775450 + Penalty 2484.287633 = -179225.487816
  nChanged 27
		SP:Iteration 10Q (42700.200000 sec): 3 clusters
  Score: Raw -181724.498026 + Penalty 2484.287633 = -179240.210393
  nChanged 18
		SP:Iteration 11Q (42700.380000 sec): 3 clusters
  Score: Raw -181732.114606 + Penalty 2484.287633 = -179247.826973
  nChanged 13
		SP:Iteration 12Q (42700.550000 sec): 3 clusters
  Score: Raw -181740.805464 + Penalty 2484.287633 = -179256.517830
  nChanged 14
		SP:Iteration 13Q (42700.730000 sec): 3 clusters
  Score: Raw -181749.166320 + Penalty 2484.287633 = -179264.878687
  nChanged 19
		SP:Iteration 14Q (42700.900000 sec): 3 clusters
  Score: Raw -181759.549085 + Penalty 2484.287633 = -179275.261452
  nChanged 15
		SP:Iteration 15Q (42701.080000 sec): 3 clusters
  Score: Raw -181767.860616 + Penalty 2484.287633 = -179283.572983
  nChanged 15
		SP:Iteration 16Q (42701.250000 sec): 3 clusters
  Score: Raw -181773.296706 + Penalty 2484.287633 = -179289.009072
  nChanged 10
		SP:Iteration 17Q (42701.430000 sec): 3 clusters
  Score: Raw -181777.836271 + Penalty 2484.287633 = -179293.548638
  nChanged 16
		SP:Iteration 18Q (42701.600000 sec): 3 clusters
  Score: Raw -181786.084798 + Penalty 2484.287633 = -179301.797165
  nChanged 12
		SP:Iteration 19Q (42701.770000 sec): 3 clusters
  Score: Raw -181792.515596 + Penalty 2484.287633 = -179308.227962
  nChanged 9
		SP:Iteration 20F (42701.950000 sec): 3 clusters
  Score: Raw -181796.635081 + Penalty 2484.287633 = -179312.347448
  nChanged 6
		SP:Iteration 21Q (42702.130000 sec): 3 clusters
  Score: Raw -181800.328712 + Penalty 2484.287633 = -179316.041078
  nChanged 8
		SP:Iteration 22Q (42702.290000 sec): 3 clusters
  Score: Raw -181804.275622 + Penalty 2484.287633 = -179319.987989
  nChanged 6
		SP:Iteration 23Q (42702.470000 sec): 3 clusters
  Score: Raw -181808.076454 + Penalty 2484.287633 = -179323.788821
  nChanged 5
		SP:Iteration 24Q (42702.640000 sec): 3 clusters
  Score: Raw -181811.433180 + Penalty 2484.287633 = -179327.145546
  nChanged 7
		SP:Iteration 25Q (42702.810000 sec): 3 clusters
  Score: Raw -181814.078465 + Penalty 2484.287633 = -179329.790832
  nChanged 7
		SP:Iteration 26Q (42702.990000 sec): 3 clusters
  Score: Raw -181817.666945 + Penalty 2484.287633 = -179333.379312
  nChanged 5
		SP:Iteration 27Q (42703.160000 sec): 3 clusters
  Score: Raw -181819.852865 + Penalty 2484.287633 = -179335.565232
  nChanged 8
		SP:Iteration 28Q (42703.330000 sec): 3 clusters
  Score: Raw -181822.416191 + Penalty 2484.287633 = -179338.128557
  nChanged 7
		SP:Iteration 29Q (42703.510000 sec): 3 clusters
  Score: Raw -181825.974866 + Penalty 2484.287633 = -179341.687232
  nChanged 7
		SP:Iteration 30Q (42703.680000 sec): 3 clusters
  Score: Raw -181831.389304 + Penalty 2484.287633 = -179347.101670
  nChanged 7
		SP:Iteration 31Q (42703.850000 sec): 3 clusters
  Score: Raw -181836.011708 + Penalty 2484.287633 = -179351.724074
  nChanged 9
		SP:Iteration 32Q (42704.030000 sec): 3 clusters
  Score: Raw -181841.633288 + Penalty 2484.287633 = -179357.345655
  nChanged 8
		SP:Iteration 33Q (42704.200000 sec): 3 clusters
  Score: Raw -181845.174343 + Penalty 2484.287633 = -179360.886710
  nChanged 10
		SP:Iteration 34Q (42704.370000 sec): 3 clusters
  Score: Raw -181849.541517 + Penalty 2484.287633 = -179365.253884
  nChanged 11
		SP:Iteration 35Q (42704.550000 sec): 3 clusters
  Score: Raw -181853.177068 + Penalty 2484.287633 = -179368.889434
  nChanged 5
		SP:Iteration 36Q (42704.720000 sec): 3 clusters
  Score: Raw -181855.897346 + Penalty 2484.287633 = -179371.609712
  nChanged 5
		SP:Iteration 37Q (42704.900000 sec): 3 clusters
  Score: Raw -181858.981035 + Penalty 2484.287633 = -179374.693401
  nChanged 4
		SP:Iteration 38Q (42705.070000 sec): 3 clusters
  Score: Raw -181862.249223 + Penalty 2484.287633 = -179377.961589
  nChanged 6
		SP:Iteration 39Q (42705.240000 sec): 3 clusters
  Score: Raw -181865.872505 + Penalty 2484.287633 = -179381.584872
  nChanged 12
		SP:Iteration 40F (42705.420000 sec): 3 clusters
  Score: Raw -181871.410732 + Penalty 2484.287633 = -179387.123099
  nChanged 8
		SP:Iteration 41Q (42705.630000 sec): 3 clusters
  Score: Raw -181876.057753 + Penalty 2484.287633 = -179391.770120
  nChanged 14
		SP:Iteration 42Q (42705.790000 sec): 3 clusters
  Score: Raw -181884.917890 + Penalty 2484.287633 = -179400.630256
  nChanged 15
		SP:Iteration 43Q (42705.950000 sec): 3 clusters
  Score: Raw -181893.879405 + Penalty 2484.287633 = -179409.591772
  nChanged 14
		SP:Iteration 44Q (42706.110000 sec): 3 clusters
  Score: Raw -181902.950163 + Penalty 2484.287633 = -179418.662530
  nChanged 17
		SP:Iteration 45Q (42706.270000 sec): 3 clusters
  Score: Raw -181913.191747 + Penalty 2484.287633 = -179428.904113
  nChanged 12
		SP:Iteration 46Q (42706.420000 sec): 3 clusters
  Score: Raw -181923.690429 + Penalty 2484.287633 = -179439.402796
  nChanged 17
		SP:Iteration 47Q (42706.580000 sec): 3 clusters
  Score: Raw -181937.535046 + Penalty 2484.287633 = -179453.247413
  nChanged 17
		SP:Iteration 48Q (42706.760000 sec): 3 clusters
  Score: Raw -181951.176972 + Penalty 2484.287633 = -179466.889339
  nChanged 33
		SP:Iteration 49Q (42706.930000 sec): 3 clusters
  Score: Raw -181980.523024 + Penalty 2484.287633 = -179496.235390
  nChanged 27
		SP:Iteration 50Q (42707.110000 sec): 3 clusters
  Score: Raw -182005.061783 + Penalty 2484.287633 = -179520.774149
  nChanged 23
		SP:Iteration 51Q (42707.290000 sec): 3 clusters
  Score: Raw -182024.281150 + Penalty 2484.287633 = -179539.993516
  nChanged 19
		SP:Iteration 52Q (42707.460000 sec): 3 clusters
  Score: Raw -182036.332197 + Penalty 2484.287633 = -179552.044563
  nChanged 10
		SP:Iteration 53Q (42707.630000 sec): 3 clusters
  Score: Raw -182041.683776 + Penalty 2484.287633 = -179557.396142
  nChanged 8
		SP:Iteration 54Q (42707.810000 sec): 3 clusters
  Score: Raw -182047.037741 + Penalty 2484.287633 = -179562.750108
  nChanged 6
		SP:Iteration 55Q (42707.980000 sec): 3 clusters
  Score: Raw -182050.097028 + Penalty 2484.287633 = -179565.809394
  nChanged 6
		SP:Iteration 56Q (42708.160000 sec): 3 clusters
  Score: Raw -182053.269917 + Penalty 2484.287633 = -179568.982284
  nChanged 6
		SP:Iteration 57Q (42708.330000 sec): 3 clusters
  Score: Raw -182055.806767 + Penalty 2484.287633 = -179571.519133
  nChanged 3
		SP:Iteration 58Q (42708.500000 sec): 3 clusters
  Score: Raw -182057.190880 + Penalty 2484.287633 = -179572.903246
  nChanged 2
		SP:Iteration 59Q (42708.680000 sec): 3 clusters
  Score: Raw -182057.842983 + Penalty 2484.287633 = -179573.555349
  nChanged 0
		SP:Iteration 60F (42708.850000 sec): 3 clusters
  Score: Raw -182057.842983 + Penalty 2484.287633 = -179573.555349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42708.960000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42709.140000 sec): 3 clusters
  Score: Raw -768090.197935 + Penalty 2955.158313 = -765135.039623
  nChanged 3778
		SP:Iteration 1F (42709.320000 sec): 3 clusters
  Score: Raw -770144.956936 + Penalty 2955.158313 = -767189.798624
  nChanged 624
		SP:Iteration 2F (42709.520000 sec): 3 clusters
  Score: Raw -770447.494927 + Penalty 2955.158313 = -767492.336614
  nChanged 548
		SP:Iteration 3F (42709.700000 sec): 3 clusters
  Score: Raw -770732.040852 + Penalty 2955.158313 = -767776.882539
  nChanged 544
		SP:Iteration 4F (42709.860000 sec): 3 clusters
  Score: Raw -771066.208973 + Penalty 2955.158313 = -768111.050660
  nChanged 566
		SP:Iteration 5F (42710.090000 sec): 3 clusters
  Score: Raw -771454.020093 + Penalty 2955.158313 = -768498.861780
  nChanged 554
		SP:Iteration 6F (42710.240000 sec): 3 clusters
  Score: Raw -771871.107376 + Penalty 2955.158313 = -768915.949063
  nChanged 552
		SP:Iteration 7F (42710.400000 sec): 3 clusters
  Score: Raw -772266.165696 + Penalty 2955.158313 = -769311.007383
  nChanged 388
		SP:Iteration 8Q (42710.600000 sec): 3 clusters
  Score: Raw -772512.959449 + Penalty 2955.158313 = -769557.801136
  nChanged 316
		SP:Iteration 9Q (42710.760000 sec): 3 clusters
  Score: Raw -772699.436340 + Penalty 2955.158313 = -769744.278027
  nChanged 226
		SP:Iteration 10Q (42710.960000 sec): 3 clusters
  Score: Raw -772808.300000 + Penalty 2955.158313 = -769853.141687
  nChanged 140
		SP:Iteration 11Q (42711.120000 sec): 3 clusters
  Score: Raw -772867.948543 + Penalty 2955.158313 = -769912.790231
  nChanged 120
		SP:Iteration 12Q (42711.330000 sec): 3 clusters
  Score: Raw -772921.340985 + Penalty 2955.158313 = -769966.182672
  nChanged 109
		SP:Iteration 13Q (42711.530000 sec): 3 clusters
  Score: Raw -772970.221546 + Penalty 2955.158313 = -770015.063233
  nChanged 98
		SP:Iteration 14Q (42711.690000 sec): 3 clusters
  Score: Raw -773011.075151 + Penalty 2955.158313 = -770055.916838
  nChanged 74
		SP:Iteration 15Q (42711.850000 sec): 3 clusters
  Score: Raw -773046.614123 + Penalty 2955.158313 = -770091.455810
  nChanged 80
		SP:Iteration 16Q (42712.010000 sec): 3 clusters
  Score: Raw -773082.862033 + Penalty 2955.158313 = -770127.703720
  nChanged 65
		SP:Iteration 17Q (42712.210000 sec): 3 clusters
  Score: Raw -773118.644627 + Penalty 2955.158313 = -770163.486315
  nChanged 63
		SP:Iteration 18Q (42712.370000 sec): 3 clusters
  Score: Raw -773149.109999 + Penalty 2955.158313 = -770193.951686
  nChanged 54
		SP:Iteration 19Q (42712.530000 sec): 3 clusters
  Score: Raw -773176.838977 + Penalty 2955.158313 = -770221.680664
  nChanged 53
		SP:Iteration 20F (42712.700000 sec): 3 clusters
  Score: Raw -773204.000160 + Penalty 2955.158313 = -770248.841848
  nChanged 51
		SP:Iteration 21Q (42712.860000 sec): 3 clusters
  Score: Raw -773226.462805 + Penalty 2955.158313 = -770271.304492
  nChanged 40
		SP:Iteration 22Q (42713.060000 sec): 3 clusters
  Score: Raw -773246.334355 + Penalty 2955.158313 = -770291.176042
  nChanged 35
		SP:Iteration 23Q (42713.220000 sec): 3 clusters
  Score: Raw -773265.315329 + Penalty 2955.158313 = -770310.157016
  nChanged 36
		SP:Iteration 24Q (42713.380000 sec): 3 clusters
  Score: Raw -773284.677566 + Penalty 2955.158313 = -770329.519253
  nChanged 30
		SP:Iteration 25Q (42713.550000 sec): 3 clusters
  Score: Raw -773299.940144 + Penalty 2955.158313 = -770344.781831
  nChanged 24
		SP:Iteration 26Q (42713.800000 sec): 3 clusters
  Score: Raw -773311.743954 + Penalty 2955.158313 = -770356.585641
  nChanged 23
		SP:Iteration 27Q (42713.960000 sec): 3 clusters
  Score: Raw -773324.988589 + Penalty 2955.158313 = -770369.830276
  nChanged 19
		SP:Iteration 28Q (42714.140000 sec): 3 clusters
  Score: Raw -773335.227642 + Penalty 2955.158313 = -770380.069330
  nChanged 16
		SP:Iteration 29Q (42714.330000 sec): 3 clusters
  Score: Raw -773346.461369 + Penalty 2955.158313 = -770391.303057
  nChanged 19
		SP:Iteration 30Q (42714.540000 sec): 3 clusters
  Score: Raw -773357.561426 + Penalty 2955.158313 = -770402.403113
  nChanged 19
		SP:Iteration 31Q (42714.720000 sec): 3 clusters
  Score: Raw -773366.135866 + Penalty 2955.158313 = -770410.977553
  nChanged 13
		SP:Iteration 32Q (42714.900000 sec): 3 clusters
  Score: Raw -773372.312218 + Penalty 2955.158313 = -770417.153905
  nChanged 10
		SP:Iteration 33Q (42715.080000 sec): 3 clusters
  Score: Raw -773376.643714 + Penalty 2955.158313 = -770421.485401
  nChanged 9
		SP:Iteration 34Q (42715.270000 sec): 3 clusters
  Score: Raw -773380.256123 + Penalty 2955.158313 = -770425.097811
  nChanged 10
		SP:Iteration 35Q (42715.450000 sec): 3 clusters
  Score: Raw -773384.261386 + Penalty 2955.158313 = -770429.103073
  nChanged 7
		SP:Iteration 36Q (42715.650000 sec): 3 clusters
  Score: Raw -773387.616107 + Penalty 2955.158313 = -770432.457794
  nChanged 7
		SP:Iteration 37Q (42715.820000 sec): 3 clusters
  Score: Raw -773390.595969 + Penalty 2955.158313 = -770435.437657
  nChanged 3
		SP:Iteration 38Q (42716.000000 sec): 3 clusters
  Score: Raw -773392.273854 + Penalty 2955.158313 = -770437.115542
  nChanged 6
		SP:Iteration 39Q (42716.210000 sec): 3 clusters
  Score: Raw -773395.235346 + Penalty 2955.158313 = -770440.077034
  nChanged 5
		SP:Iteration 40F (42716.380000 sec): 3 clusters
  Score: Raw -773397.735735 + Penalty 2955.158313 = -770442.577423
  nChanged 3
		SP:Iteration 41Q (42716.560000 sec): 3 clusters
  Score: Raw -773399.421923 + Penalty 2955.158313 = -770444.263611
  nChanged 5
		SP:Iteration 42Q (42716.720000 sec): 3 clusters
  Score: Raw -773401.745452 + Penalty 2955.158313 = -770446.587140
  nChanged 4
		SP:Iteration 43Q (42716.880000 sec): 3 clusters
  Score: Raw -773403.529101 + Penalty 2955.158313 = -770448.370788
  nChanged 5
		SP:Iteration 44Q (42717.080000 sec): 3 clusters
  Score: Raw -773406.218610 + Penalty 2955.158313 = -770451.060297
  nChanged 9
		SP:Iteration 45Q (42717.240000 sec): 3 clusters
  Score: Raw -773410.785063 + Penalty 2955.158313 = -770455.626751
  nChanged 8
		SP:Iteration 46Q (42717.400000 sec): 3 clusters
  Score: Raw -773413.925564 + Penalty 2955.158313 = -770458.767251
  nChanged 4
		SP:Iteration 47Q (42717.560000 sec): 3 clusters
  Score: Raw -773416.015121 + Penalty 2955.158313 = -770460.856809
  nChanged 1
		SP:Iteration 48Q (42717.720000 sec): 3 clusters
  Score: Raw -773416.197457 + Penalty 2955.158313 = -770461.039144
  nChanged 1
		SP:Iteration 49Q (42717.930000 sec): 3 clusters
  Score: Raw -773416.581454 + Penalty 2955.158313 = -770461.423142
  nChanged 0
		SP:Iteration 50F (42718.130000 sec): 3 clusters
  Score: Raw -773416.581454 + Penalty 2955.158313 = -770461.423142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42718.160000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42718.320000 sec): 3 clusters
  Score: Raw -48515.386169 + Penalty 2116.799786 = -46398.586383
  nChanged 153
		SP:Iteration 1F (42718.480000 sec): 3 clusters
  Score: Raw -48706.864945 + Penalty 2116.799786 = -46590.065159
  nChanged 47
		SP:Iteration 2F (42718.640000 sec): 3 clusters
  Score: Raw -48767.918654 + Penalty 2116.799786 = -46651.118868
  nChanged 26
		SP:Iteration 3Q (42718.800000 sec): 3 clusters
  Score: Raw -48808.824925 + Penalty 2116.799786 = -46692.025139
  nChanged 25
		SP:Iteration 4Q (42718.960000 sec): 3 clusters
  Score: Raw -48850.462290 + Penalty 2116.799786 = -46733.662504
  nChanged 20
		SP:Iteration 5Q (42719.140000 sec): 3 clusters
  Score: Raw -48894.244182 + Penalty 2116.799786 = -46777.444396
  nChanged 20
		SP:Iteration 6Q (42719.320000 sec): 3 clusters
  Score: Raw -48919.706064 + Penalty 2116.799786 = -46802.906278
  nChanged 17
		SP:Iteration 7Q (42719.490000 sec): 3 clusters
  Score: Raw -48951.826590 + Penalty 2116.799786 = -46835.026804
  nChanged 13
		SP:Iteration 8Q (42719.710000 sec): 3 clusters
  Score: Raw -48973.754379 + Penalty 2116.799786 = -46856.954593
  nChanged 6
		SP:Iteration 9Q (42719.880000 sec): 3 clusters
  Score: Raw -48980.382158 + Penalty 2116.799786 = -46863.582372
  nChanged 5
		SP:Iteration 10Q (42720.060000 sec): 3 clusters
  Score: Raw -48989.604478 + Penalty 2116.799786 = -46872.804691
  nChanged 2
		SP:Iteration 11Q (42720.230000 sec): 3 clusters
  Score: Raw -48993.100136 + Penalty 2116.799786 = -46876.300350
  nChanged 3
		SP:Iteration 12Q (42720.410000 sec): 3 clusters
  Score: Raw -48996.773590 + Penalty 2116.799786 = -46879.973804
  nChanged 0
		SP:Iteration 13F (42720.580000 sec): 3 clusters
  Score: Raw -48996.773590 + Penalty 2116.799786 = -46879.973804
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42720.660000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42720.820000 sec): 3 clusters
  Score: Raw -213795.952862 + Penalty 2557.431297 = -211238.521565
  nChanged 984
		SP:Iteration 1F (42720.980000 sec): 3 clusters
  Score: Raw -214459.970148 + Penalty 2557.431297 = -211902.538851
  nChanged 221
		SP:Iteration 2F (42721.140000 sec): 3 clusters
  Score: Raw -214648.626936 + Penalty 2557.431297 = -212091.195639
  nChanged 151
		SP:Iteration 3F (42721.370000 sec): 3 clusters
  Score: Raw -214756.501295 + Penalty 2557.431297 = -212199.069998
  nChanged 114
		SP:Iteration 4Q (42721.510000 sec): 3 clusters
  Score: Raw -214832.507983 + Penalty 2557.431297 = -212275.076686
  nChanged 78
		SP:Iteration 5Q (42721.670000 sec): 3 clusters
  Score: Raw -214877.450463 + Penalty 2557.431297 = -212320.019166
  nChanged 61
		SP:Iteration 6Q (42721.830000 sec): 3 clusters
  Score: Raw -214914.957250 + Penalty 2557.431297 = -212357.525953
  nChanged 75
		SP:Iteration 7Q (42721.990000 sec): 3 clusters
  Score: Raw -214957.785972 + Penalty 2557.431297 = -212400.354674
  nChanged 67
		SP:Iteration 8Q (42722.150000 sec): 3 clusters
  Score: Raw -215000.653561 + Penalty 2557.431297 = -212443.222263
  nChanged 69
		SP:Iteration 9Q (42722.330000 sec): 3 clusters
  Score: Raw -215053.647803 + Penalty 2557.431297 = -212496.216506
  nChanged 83
		SP:Iteration 10Q (42722.500000 sec): 3 clusters
  Score: Raw -215115.052773 + Penalty 2557.431297 = -212557.621475
  nChanged 77
		SP:Iteration 11Q (42722.680000 sec): 3 clusters
  Score: Raw -215158.162077 + Penalty 2557.431297 = -212600.730780
  nChanged 48
		SP:Iteration 12Q (42722.850000 sec): 3 clusters
  Score: Raw -215194.179811 + Penalty 2557.431297 = -212636.748514
  nChanged 47
		SP:Iteration 13Q (42723.030000 sec): 3 clusters
  Score: Raw -215234.823502 + Penalty 2557.431297 = -212677.392205
  nChanged 48
		SP:Iteration 14Q (42723.200000 sec): 3 clusters
  Score: Raw -215278.404257 + Penalty 2557.431297 = -212720.972959
  nChanged 53
		SP:Iteration 15Q (42723.380000 sec): 3 clusters
  Score: Raw -215321.978329 + Penalty 2557.431297 = -212764.547031
  nChanged 44
		SP:Iteration 16Q (42723.560000 sec): 3 clusters
  Score: Raw -215351.458382 + Penalty 2557.431297 = -212794.027084
  nChanged 32
		SP:Iteration 17Q (42723.730000 sec): 3 clusters
  Score: Raw -215365.607712 + Penalty 2557.431297 = -212808.176415
  nChanged 14
		SP:Iteration 18Q (42723.900000 sec): 3 clusters
  Score: Raw -215371.175882 + Penalty 2557.431297 = -212813.744584
  nChanged 9
		SP:Iteration 19Q (42724.080000 sec): 3 clusters
  Score: Raw -215373.911036 + Penalty 2557.431297 = -212816.479738
  nChanged 11
		SP:Iteration 20F (42724.260000 sec): 3 clusters
  Score: Raw -215378.132558 + Penalty 2557.431297 = -212820.701261
  nChanged 7
		SP:Iteration 21Q (42724.430000 sec): 3 clusters
  Score: Raw -215381.142804 + Penalty 2557.431297 = -212823.711507
  nChanged 7
		SP:Iteration 22Q (42724.610000 sec): 3 clusters
  Score: Raw -215382.981661 + Penalty 2557.431297 = -212825.550364
  nChanged 5
		SP:Iteration 23Q (42724.780000 sec): 3 clusters
  Score: Raw -215384.257241 + Penalty 2557.431297 = -212826.825944
  nChanged 4
		SP:Iteration 24Q (42724.960000 sec): 3 clusters
  Score: Raw -215385.960322 + Penalty 2557.431297 = -212828.529025
  nChanged 1
		SP:Iteration 25Q (42725.140000 sec): 3 clusters
  Score: Raw -215386.221968 + Penalty 2557.431297 = -212828.790670
  nChanged 1
		SP:Iteration 26Q (42725.310000 sec): 3 clusters
  Score: Raw -215386.616284 + Penalty 2557.431297 = -212829.184987
  nChanged 0
		SP:Iteration 27F (42725.490000 sec): 3 clusters
  Score: Raw -215386.616284 + Penalty 2557.431297 = -212829.184987
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42725.580000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42725.750000 sec): 3 clusters
  Score: Raw -109240.597796 + Penalty 2333.027282 = -106907.570514
  nChanged 386
		SP:Iteration 1F (42725.930000 sec): 3 clusters
  Score: Raw -109576.111689 + Penalty 2333.027282 = -107243.084407
  nChanged 115
		SP:Iteration 2F (42726.100000 sec): 3 clusters
  Score: Raw -109720.401445 + Penalty 2333.027282 = -107387.374162
  nChanged 71
		SP:Iteration 3F (42726.280000 sec): 3 clusters
  Score: Raw -109835.835713 + Penalty 2333.027282 = -107502.808430
  nChanged 46
		SP:Iteration 4Q (42726.460000 sec): 3 clusters
  Score: Raw -109897.557571 + Penalty 2333.027282 = -107564.530289
  nChanged 37
		SP:Iteration 5Q (42726.630000 sec): 3 clusters
  Score: Raw -109937.890342 + Penalty 2333.027282 = -107604.863059
  nChanged 32
		SP:Iteration 6Q (42726.810000 sec): 3 clusters
  Score: Raw -109965.409565 + Penalty 2333.027282 = -107632.382283
  nChanged 19
		SP:Iteration 7Q (42726.980000 sec): 3 clusters
  Score: Raw -109975.008693 + Penalty 2333.027282 = -107641.981411
  nChanged 10
		SP:Iteration 8Q (42727.160000 sec): 3 clusters
  Score: Raw -109984.825890 + Penalty 2333.027282 = -107651.798607
  nChanged 13
		SP:Iteration 9Q (42727.330000 sec): 3 clusters
  Score: Raw -109998.761449 + Penalty 2333.027282 = -107665.734166
  nChanged 16
		SP:Iteration 10Q (42727.510000 sec): 3 clusters
  Score: Raw -110015.741312 + Penalty 2333.027282 = -107682.714030
  nChanged 17
		SP:Iteration 11Q (42727.680000 sec): 3 clusters
  Score: Raw -110024.822263 + Penalty 2333.027282 = -107691.794981
  nChanged 4
		SP:Iteration 12Q (42727.860000 sec): 3 clusters
  Score: Raw -110025.957524 + Penalty 2333.027282 = -107692.930242
  nChanged 4
		SP:Iteration 13Q (42728.040000 sec): 3 clusters
  Score: Raw -110028.355286 + Penalty 2333.027282 = -107695.328004
  nChanged 3
		SP:Iteration 14Q (42728.210000 sec): 3 clusters
  Score: Raw -110029.620883 + Penalty 2333.027282 = -107696.593601
  nChanged 0
		SP:Iteration 15F (42728.390000 sec): 3 clusters
  Score: Raw -110029.620883 + Penalty 2333.027282 = -107696.593601
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42728.470000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42728.650000 sec): 3 clusters
  Score: Raw -44923.322281 + Penalty 2051.903115 = -42871.419166
  nChanged 137
		SP:Iteration 1F (42728.820000 sec): 3 clusters
  Score: Raw -45093.750025 + Penalty 2051.903115 = -43041.846910
  nChanged 34
		SP:Iteration 2F (42729.000000 sec): 3 clusters
  Score: Raw -45152.224857 + Penalty 2051.903115 = -43100.321742
  nChanged 11
		SP:Iteration 3Q (42729.180000 sec): 3 clusters
  Score: Raw -45173.752199 + Penalty 2051.903115 = -43121.849084
  nChanged 6
		SP:Iteration 4Q (42729.350000 sec): 3 clusters
  Score: Raw -45181.066348 + Penalty 2051.903115 = -43129.163233
  nChanged 2
		SP:Iteration 5Q (42729.530000 sec): 3 clusters
  Score: Raw -45184.135554 + Penalty 2051.903115 = -43132.232439
  nChanged 2
		SP:Iteration 6Q (42729.700000 sec): 3 clusters
  Score: Raw -45189.764326 + Penalty 2051.903115 = -43137.861211
  nChanged 1
		SP:Iteration 7Q (42729.880000 sec): 3 clusters
  Score: Raw -45190.375196 + Penalty 2051.903115 = -43138.472081
  nChanged 1
		SP:Iteration 8Q (42730.060000 sec): 3 clusters
  Score: Raw -45192.488158 + Penalty 2051.903115 = -43140.585043
  nChanged 0
		SP:Iteration 9F (42730.230000 sec): 3 clusters
  Score: Raw -45192.488158 + Penalty 2051.903115 = -43140.585043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42730.320000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42730.500000 sec): 3 clusters
  Score: Raw -74703.210210 + Penalty 2212.219542 = -72490.990668
  nChanged 259
		SP:Iteration 1F (42730.670000 sec): 3 clusters
  Score: Raw -74940.546677 + Penalty 2212.219542 = -72728.327135
  nChanged 54
		SP:Iteration 2F (42730.850000 sec): 3 clusters
  Score: Raw -75008.177329 + Penalty 2212.219542 = -72795.957787
  nChanged 29
		SP:Iteration 3Q (42731.020000 sec): 3 clusters
  Score: Raw -75037.690140 + Penalty 2212.219542 = -72825.470598
  nChanged 23
		SP:Iteration 4Q (42731.200000 sec): 3 clusters
  Score: Raw -75061.241780 + Penalty 2212.219542 = -72849.022238
  nChanged 12
		SP:Iteration 5Q (42731.380000 sec): 3 clusters
  Score: Raw -75072.900067 + Penalty 2212.219542 = -72860.680525
  nChanged 10
		SP:Iteration 6Q (42731.550000 sec): 3 clusters
  Score: Raw -75083.948930 + Penalty 2212.219542 = -72871.729388
  nChanged 5
		SP:Iteration 7Q (42731.710000 sec): 3 clusters
  Score: Raw -75090.180986 + Penalty 2212.219542 = -72877.961444
  nChanged 5
		SP:Iteration 8Q (42731.870000 sec): 3 clusters
  Score: Raw -75095.580298 + Penalty 2212.219542 = -72883.360756
  nChanged 5
		SP:Iteration 9Q (42732.030000 sec): 3 clusters
  Score: Raw -75100.472680 + Penalty 2212.219542 = -72888.253138
  nChanged 5
		SP:Iteration 10Q (42732.190000 sec): 3 clusters
  Score: Raw -75104.526009 + Penalty 2212.219542 = -72892.306467
  nChanged 6
		SP:Iteration 11Q (42732.350000 sec): 3 clusters
  Score: Raw -75110.604859 + Penalty 2212.219542 = -72898.385317
  nChanged 2
		SP:Iteration 12Q (42732.510000 sec): 3 clusters
  Score: Raw -75111.685139 + Penalty 2212.219542 = -72899.465597
  nChanged 1
		SP:Iteration 13Q (42732.670000 sec): 3 clusters
  Score: Raw -75114.100343 + Penalty 2212.219542 = -72901.880800
  nChanged 0
		SP:Iteration 14F (42732.840000 sec): 3 clusters
  Score: Raw -75114.100343 + Penalty 2212.219542 = -72901.880800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 99 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42732.920000 sec): 2 clusters
  Score: Raw -18388.586923 + Penalty 891.952381 = -17496.634542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42733.080000 sec): 3 clusters
  Score: Raw -18514.065108 + Penalty 1783.904761 = -16730.160347
  nChanged 33
		SP:Iteration 1F (42733.240000 sec): 3 clusters
  Score: Raw -18602.990314 + Penalty 1783.904761 = -16819.085553
  nChanged 9
		SP:Iteration 2Q (42733.400000 sec): 3 clusters
  Score: Raw -18640.625254 + Penalty 1783.904761 = -16856.720493
  nChanged 6
		SP:Iteration 3Q (42733.560000 sec): 3 clusters
  Score: Raw -18659.243240 + Penalty 1783.904761 = -16875.338479
  nChanged 3
		SP:Iteration 4Q (42733.730000 sec): 3 clusters
  Score: Raw -18667.318436 + Penalty 1783.904761 = -16883.413675
  nChanged 3
		SP:Iteration 5Q (42733.880000 sec): 3 clusters
  Score: Raw -18673.944788 + Penalty 1783.904761 = -16890.040027
  nChanged 0
		SP:Iteration 6F (42734.040000 sec): 3 clusters
  Score: Raw -18673.944788 + Penalty 1783.904761 = -16890.040027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 100 (4070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42734.140000 sec): 2 clusters
  Score: Raw -334546.629484 + Penalty 1350.602220 = -333196.027263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42734.310000 sec): 3 clusters
  Score: Raw -332518.569226 + Penalty 2701.204440 = -329817.364786
  nChanged 1606
		SP:Iteration 1F (42734.490000 sec): 3 clusters
  Score: Raw -333373.705318 + Penalty 2701.204440 = -330672.500877
  nChanged 319
		SP:Iteration 2F (42734.660000 sec): 3 clusters
  Score: Raw -333556.477299 + Penalty 2701.204440 = -330855.272859
  nChanged 198
		SP:Iteration 3Q (42734.840000 sec): 3 clusters
  Score: Raw -333652.772077 + Penalty 2701.204440 = -330951.567637
  nChanged 142
		SP:Iteration 4Q (42735.010000 sec): 3 clusters
  Score: Raw -333721.689964 + Penalty 2701.204440 = -331020.485523
  nChanged 123
		SP:Iteration 5Q (42735.190000 sec): 3 clusters
  Score: Raw -333782.765473 + Penalty 2701.204440 = -331081.561033
  nChanged 102
		SP:Iteration 6Q (42735.360000 sec): 3 clusters
  Score: Raw -333824.862681 + Penalty 2701.204440 = -331123.658241
  nChanged 83
		SP:Iteration 7Q (42735.540000 sec): 3 clusters
  Score: Raw -333863.916987 + Penalty 2701.204440 = -331162.712546
  nChanged 96
		SP:Iteration 8Q (42735.720000 sec): 3 clusters
  Score: Raw -333899.907146 + Penalty 2701.204440 = -331198.702706
  nChanged 92
		SP:Iteration 9Q (42735.890000 sec): 3 clusters
  Score: Raw -333934.785306 + Penalty 2701.204440 = -331233.580865
  nChanged 97
		SP:Iteration 10Q (42736.070000 sec): 3 clusters
  Score: Raw -333974.681625 + Penalty 2701.204440 = -331273.477184
  nChanged 98
		SP:Iteration 11Q (42736.240000 sec): 3 clusters
  Score: Raw -334021.541270 + Penalty 2701.204440 = -331320.336830
  nChanged 110
		SP:Iteration 12Q (42736.420000 sec): 3 clusters
  Score: Raw -334076.540385 + Penalty 2701.204440 = -331375.335944
  nChanged 105
		SP:Iteration 13Q (42736.600000 sec): 3 clusters
  Score: Raw -334130.200240 + Penalty 2701.204440 = -331428.995800
  nChanged 107
		SP:Iteration 14Q (42736.770000 sec): 3 clusters
  Score: Raw -334187.184326 + Penalty 2701.204440 = -331485.979885
  nChanged 118
		SP:Iteration 15Q (42736.950000 sec): 3 clusters
  Score: Raw -334251.517520 + Penalty 2701.204440 = -331550.313079
  nChanged 122
		SP:Iteration 16Q (42737.120000 sec): 3 clusters
  Score: Raw -334321.318452 + Penalty 2701.204440 = -331620.114011
  nChanged 111
		SP:Iteration 17Q (42737.300000 sec): 3 clusters
  Score: Raw -334376.873315 + Penalty 2701.204440 = -331675.668874
  nChanged 101
		SP:Iteration 18Q (42737.470000 sec): 3 clusters
  Score: Raw -334445.220195 + Penalty 2701.204440 = -331744.015754
  nChanged 99
		SP:Iteration 19Q (42737.650000 sec): 3 clusters
  Score: Raw -334514.924560 + Penalty 2701.204440 = -331813.720120
  nChanged 97
		SP:Iteration 20F (42737.820000 sec): 3 clusters
  Score: Raw -334579.404736 + Penalty 2701.204440 = -331878.200295
  nChanged 72
		SP:Iteration 21Q (42738.000000 sec): 3 clusters
  Score: Raw -334625.156392 + Penalty 2701.204440 = -331923.951952
  nChanged 57
		SP:Iteration 22Q (42738.180000 sec): 3 clusters
  Score: Raw -334662.236533 + Penalty 2701.204440 = -331961.032092
  nChanged 47
		SP:Iteration 23Q (42738.350000 sec): 3 clusters
  Score: Raw -334692.402293 + Penalty 2701.204440 = -331991.197852
  nChanged 41
		SP:Iteration 24Q (42738.530000 sec): 3 clusters
  Score: Raw -334721.516581 + Penalty 2701.204440 = -332020.312141
  nChanged 22
		SP:Iteration 25Q (42738.700000 sec): 3 clusters
  Score: Raw -334737.309712 + Penalty 2701.204440 = -332036.105271
  nChanged 20
		SP:Iteration 26Q (42738.880000 sec): 3 clusters
  Score: Raw -334748.628457 + Penalty 2701.204440 = -332047.424017
  nChanged 19
		SP:Iteration 27Q (42739.060000 sec): 3 clusters
  Score: Raw -334758.981086 + Penalty 2701.204440 = -332057.776646
  nChanged 17
		SP:Iteration 28Q (42739.230000 sec): 3 clusters
  Score: Raw -334771.961511 + Penalty 2701.204440 = -332070.757070
  nChanged 16
		SP:Iteration 29Q (42739.410000 sec): 3 clusters
  Score: Raw -334782.640251 + Penalty 2701.204440 = -332081.435811
  nChanged 11
		SP:Iteration 30Q (42739.580000 sec): 3 clusters
  Score: Raw -334790.400043 + Penalty 2701.204440 = -332089.195603
  nChanged 11
		SP:Iteration 31Q (42739.780000 sec): 3 clusters
  Score: Raw -334797.845483 + Penalty 2701.204440 = -332096.641042
  nChanged 14
		SP:Iteration 32Q (42739.940000 sec): 3 clusters
  Score: Raw -334806.253165 + Penalty 2701.204440 = -332105.048724
  nChanged 8
		SP:Iteration 33Q (42740.110000 sec): 3 clusters
  Score: Raw -334812.272855 + Penalty 2701.204440 = -332111.068415
  nChanged 7
		SP:Iteration 34Q (42740.290000 sec): 3 clusters
  Score: Raw -334817.613282 + Penalty 2701.204440 = -332116.408841
  nChanged 5
		SP:Iteration 35Q (42740.470000 sec): 3 clusters
  Score: Raw -334820.225846 + Penalty 2701.204440 = -332119.021406
  nChanged 4
		SP:Iteration 36Q (42740.640000 sec): 3 clusters
  Score: Raw -334823.899849 + Penalty 2701.204440 = -332122.695408
  nChanged 5
		SP:Iteration 37Q (42740.820000 sec): 3 clusters
  Score: Raw -334827.861019 + Penalty 2701.204440 = -332126.656578
  nChanged 4
		SP:Iteration 38Q (42740.990000 sec): 3 clusters
  Score: Raw -334831.360951 + Penalty 2701.204440 = -332130.156510
  nChanged 5
		SP:Iteration 39Q (42741.170000 sec): 3 clusters
  Score: Raw -334834.787149 + Penalty 2701.204440 = -332133.582709
  nChanged 5
		SP:Iteration 40F (42741.350000 sec): 3 clusters
  Score: Raw -334838.663048 + Penalty 2701.204440 = -332137.458608
  nChanged 3
		SP:Iteration 41Q (42741.520000 sec): 3 clusters
  Score: Raw -334840.154028 + Penalty 2701.204440 = -332138.949587
  nChanged 3
		SP:Iteration 42Q (42741.700000 sec): 3 clusters
  Score: Raw -334841.669957 + Penalty 2701.204440 = -332140.465516
  nChanged 1
		SP:Iteration 43Q (42741.870000 sec): 3 clusters
  Score: Raw -334842.545168 + Penalty 2701.204440 = -332141.340727
  nChanged 3
		SP:Iteration 44Q (42742.050000 sec): 3 clusters
  Score: Raw -334845.297708 + Penalty 2701.204440 = -332144.093267
  nChanged 3
		SP:Iteration 45Q (42742.230000 sec): 3 clusters
  Score: Raw -334847.327042 + Penalty 2701.204440 = -332146.122601
  nChanged 2
		SP:Iteration 46Q (42742.400000 sec): 3 clusters
  Score: Raw -334848.952449 + Penalty 2701.204440 = -332147.748009
  nChanged 2
		SP:Iteration 47Q (42742.580000 sec): 3 clusters
  Score: Raw -334850.442726 + Penalty 2701.204440 = -332149.238286
  nChanged 1
		SP:Iteration 48Q (42742.750000 sec): 3 clusters
  Score: Raw -334851.169598 + Penalty 2701.204440 = -332149.965158
  nChanged 0
		SP:Iteration 49F (42742.930000 sec): 3 clusters
  Score: Raw -334851.169598 + Penalty 2701.204440 = -332149.965158
  nChanged 0
Iteration 259Q (42860.180000 sec): 102 clusters
  Score: Raw -34907775.113638 + Penalty 213742.567842 = -34694032.545795
  nChanged 47
Iteration 260F (43026.160000 sec): 102 clusters
  Score: Raw -34907878.033084 + Penalty 213742.567842 = -34694135.465242
  nChanged 56
Iteration 261Q (43150.260000 sec): 102 clusters
  Score: Raw -34907947.083948 + Penalty 213742.567842 = -34694204.516106
  nChanged 37
Iteration 262Q (43275.290000 sec): 102 clusters
  Score: Raw -34907991.295999 + Penalty 213742.567842 = -34694248.728156
  nChanged 37
Iteration 263Q (43399.370000 sec): 102 clusters
  Score: Raw -34908022.889461 + Penalty 213742.567842 = -34694280.321618
  nChanged 20
Iteration 264Q (43523.250000 sec): 102 clusters
  Score: Raw -34908032.264742 + Penalty 213742.567842 = -34694289.696900
  nChanged 9
Iteration 265Q (43647.870000 sec): 102 clusters
  Score: Raw -34908038.110351 + Penalty 213742.567842 = -34694295.542509
  nChanged 13
Iteration 266Q (43772.180000 sec): 102 clusters
  Score: Raw -34908044.593088 + Penalty 213742.567842 = -34694302.025245
  nChanged 10
Iteration 267Q (43895.270000 sec): 102 clusters
  Score: Raw -34908049.381523 + Penalty 213742.567842 = -34694306.813680
  nChanged 8
Iteration 268Q (44019.520000 sec): 102 clusters
  Score: Raw -34908052.548729 + Penalty 213742.567842 = -34694309.980887
  nChanged 7
Iteration 269Q (44142.760000 sec): 102 clusters
  Score: Raw -34908054.259817 + Penalty 213742.567842 = -34694311.691975
  nChanged 7
Iteration 270Q (44265.670000 sec): 102 clusters
  Score: Raw -34908055.025187 + Penalty 213742.567842 = -34694312.457344
  nChanged 3
Iteration 271Q (44389.620000 sec): 102 clusters
  Score: Raw -34908055.535143 + Penalty 213742.567842 = -34694312.967300
  nChanged 4
Iteration 272Q (44509.410000 sec): 102 clusters
  Score: Raw -34908055.817225 + Penalty 213742.567842 = -34694313.249382
  nChanged 3
Iteration 273Q (44627.810000 sec): 102 clusters
  Score: Raw -34908056.702877 + Penalty 213742.567842 = -34694314.135035
  nChanged 3
Iteration 274Q (44749.680000 sec): 102 clusters
  Score: Raw -34908056.991443 + Penalty 213742.567842 = -34694314.423601
  nChanged 2
Iteration 275Q (44870.590000 sec): 102 clusters
  Score: Raw -34908057.324920 + Penalty 213742.567842 = -34694314.757078
  nChanged 1
Iteration 276Q (44991.800000 sec): 102 clusters
  Score: Raw -34908057.425025 + Penalty 213742.567842 = -34694314.857182
  nChanged 1
Iteration 277Q (45116.060000 sec): 102 clusters
  Score: Raw -34908057.867626 + Penalty 213742.567842 = -34694315.299784
  nChanged 1
Iteration 278Q (45236.690000 sec): 102 clusters
  Score: Raw -34908058.098599 + Penalty 213742.567842 = -34694315.530757
  nChanged 2
Iteration 279Q (45359.570000 sec): 102 clusters
  Score: Raw -34908058.419971 + Penalty 213742.567842 = -34694315.852129
  nChanged 2
Iteration 280F (45529.960000 sec): 102 clusters
  Score: Raw -34908058.917676 + Penalty 213742.567842 = -34694316.349834
  nChanged 2
Iteration 281Q (45654.030000 sec): 102 clusters
  Score: Raw -34908059.211241 + Penalty 213742.567842 = -34694316.643399
  nChanged 3
Iteration 282Q (45778.040000 sec): 102 clusters
  Score: Raw -34908059.417703 + Penalty 213742.567842 = -34694316.849861
  nChanged 2
Iteration 283Q (45897.460000 sec): 102 clusters
  Score: Raw -34908059.581180 + Penalty 213742.567842 = -34694317.013337
  nChanged 1
Iteration 284Q (46016.420000 sec): 102 clusters
  Score: Raw -34908059.699014 + Penalty 213742.567842 = -34694317.131172
  nChanged 0
Iteration 285F (46183.220000 sec): 102 clusters
  Score: Raw -34908059.699014 + Penalty 213742.567842 = -34694317.131172
  nChanged 0
Compute initial score before splitting:   Score: Raw -34908059.699014 + Penalty 213742.567842 = -34694317.131172
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46183.270000 sec): 2 clusters
  Score: Raw -161225.155497 + Penalty 1243.307029 = -159981.848469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46183.490000 sec): 3 clusters
  Score: Raw -160355.156827 + Penalty 2486.614057 = -157868.542770
  nChanged 713
		SP:Iteration 1F (46183.650000 sec): 3 clusters
  Score: Raw -160790.001978 + Penalty 2486.614057 = -158303.387921
  nChanged 171
		SP:Iteration 2F (46183.810000 sec): 3 clusters
  Score: Raw -160910.730864 + Penalty 2486.614057 = -158424.116807
  nChanged 100
		SP:Iteration 3Q (46183.970000 sec): 3 clusters
  Score: Raw -160972.634810 + Penalty 2486.614057 = -158486.020753
  nChanged 68
		SP:Iteration 4Q (46184.130000 sec): 3 clusters
  Score: Raw -161008.943109 + Penalty 2486.614057 = -158522.329051
  nChanged 48
		SP:Iteration 5Q (46184.290000 sec): 3 clusters
  Score: Raw -161032.021363 + Penalty 2486.614057 = -158545.407306
  nChanged 30
		SP:Iteration 6Q (46184.450000 sec): 3 clusters
  Score: Raw -161048.321066 + Penalty 2486.614057 = -158561.707009
  nChanged 29
		SP:Iteration 7Q (46184.600000 sec): 3 clusters
  Score: Raw -161064.019808 + Penalty 2486.614057 = -158577.405751
  nChanged 26
		SP:Iteration 8Q (46184.760000 sec): 3 clusters
  Score: Raw -161078.460562 + Penalty 2486.614057 = -158591.846505
  nChanged 29
		SP:Iteration 9Q (46184.920000 sec): 3 clusters
  Score: Raw -161097.703460 + Penalty 2486.614057 = -158611.089403
  nChanged 31
		SP:Iteration 10Q (46185.080000 sec): 3 clusters
  Score: Raw -161114.873561 + Penalty 2486.614057 = -158628.259503
  nChanged 24
		SP:Iteration 11Q (46185.240000 sec): 3 clusters
  Score: Raw -161127.680934 + Penalty 2486.614057 = -158641.066877
  nChanged 27
		SP:Iteration 12Q (46185.400000 sec): 3 clusters
  Score: Raw -161138.850359 + Penalty 2486.614057 = -158652.236302
  nChanged 18
		SP:Iteration 13Q (46185.560000 sec): 3 clusters
  Score: Raw -161144.743261 + Penalty 2486.614057 = -158658.129204
  nChanged 7
		SP:Iteration 14Q (46185.760000 sec): 3 clusters
  Score: Raw -161148.350124 + Penalty 2486.614057 = -158661.736067
  nChanged 7
		SP:Iteration 15Q (46185.920000 sec): 3 clusters
  Score: Raw -161151.391666 + Penalty 2486.614057 = -158664.777609
  nChanged 9
		SP:Iteration 16Q (46186.070000 sec): 3 clusters
  Score: Raw -161156.702187 + Penalty 2486.614057 = -158670.088130
  nChanged 10
		SP:Iteration 17Q (46186.220000 sec): 3 clusters
  Score: Raw -161162.239764 + Penalty 2486.614057 = -158675.625707
  nChanged 10
		SP:Iteration 18Q (46186.370000 sec): 3 clusters
  Score: Raw -161168.741050 + Penalty 2486.614057 = -158682.126993
  nChanged 10
		SP:Iteration 19Q (46186.500000 sec): 3 clusters
  Score: Raw -161173.608922 + Penalty 2486.614057 = -158686.994865
  nChanged 10
		SP:Iteration 20F (46186.650000 sec): 3 clusters
  Score: Raw -161178.780315 + Penalty 2486.614057 = -158692.166258
  nChanged 11
		SP:Iteration 21Q (46186.790000 sec): 3 clusters
  Score: Raw -161184.673075 + Penalty 2486.614057 = -158698.059018
  nChanged 10
		SP:Iteration 22Q (46186.990000 sec): 3 clusters
  Score: Raw -161187.396837 + Penalty 2486.614057 = -158700.782779
  nChanged 10
		SP:Iteration 23Q (46187.140000 sec): 3 clusters
  Score: Raw -161191.520623 + Penalty 2486.614057 = -158704.906566
  nChanged 9
		SP:Iteration 24Q (46187.290000 sec): 3 clusters
  Score: Raw -161195.156720 + Penalty 2486.614057 = -158708.542663
  nChanged 3
		SP:Iteration 25Q (46187.430000 sec): 3 clusters
  Score: Raw -161196.366156 + Penalty 2486.614057 = -158709.752098
  nChanged 3
		SP:Iteration 26Q (46187.590000 sec): 3 clusters
  Score: Raw -161198.655013 + Penalty 2486.614057 = -158712.040956
  nChanged 7
		SP:Iteration 27Q (46187.740000 sec): 3 clusters
  Score: Raw -161200.316216 + Penalty 2486.614057 = -158713.702159
  nChanged 5
		SP:Iteration 28Q (46187.900000 sec): 3 clusters
  Score: Raw -161202.547675 + Penalty 2486.614057 = -158715.933618
  nChanged 6
		SP:Iteration 29Q (46188.060000 sec): 3 clusters
  Score: Raw -161204.543522 + Penalty 2486.614057 = -158717.929465
  nChanged 6
		SP:Iteration 30Q (46188.230000 sec): 3 clusters
  Score: Raw -161206.066987 + Penalty 2486.614057 = -158719.452930
  nChanged 4
		SP:Iteration 31Q (46188.390000 sec): 3 clusters
  Score: Raw -161206.646748 + Penalty 2486.614057 = -158720.032691
  nChanged 2
		SP:Iteration 32Q (46188.530000 sec): 3 clusters
  Score: Raw -161207.861021 + Penalty 2486.614057 = -158721.246964
  nChanged 2
		SP:Iteration 33Q (46188.670000 sec): 3 clusters
  Score: Raw -161208.880246 + Penalty 2486.614057 = -158722.266189
  nChanged 5
		SP:Iteration 34Q (46188.820000 sec): 3 clusters
  Score: Raw -161211.866079 + Penalty 2486.614057 = -158725.252022
  nChanged 5
		SP:Iteration 35Q (46188.980000 sec): 3 clusters
  Score: Raw -161215.311537 + Penalty 2486.614057 = -158728.697480
  nChanged 6
		SP:Iteration 36Q (46189.140000 sec): 3 clusters
  Score: Raw -161220.840027 + Penalty 2486.614057 = -158734.225970
  nChanged 9
		SP:Iteration 37Q (46189.320000 sec): 3 clusters
  Score: Raw -161223.923591 + Penalty 2486.614057 = -158737.309534
  nChanged 16
		SP:Iteration 38Q (46189.490000 sec): 3 clusters
  Score: Raw -161230.312006 + Penalty 2486.614057 = -158743.697949
  nChanged 13
		SP:Iteration 39Q (46189.670000 sec): 3 clusters
  Score: Raw -161236.511813 + Penalty 2486.614057 = -158749.897756
  nChanged 9
		SP:Iteration 40F (46189.840000 sec): 3 clusters
  Score: Raw -161240.320520 + Penalty 2486.614057 = -158753.706463
  nChanged 5
		SP:Iteration 41Q (46190.020000 sec): 3 clusters
  Score: Raw -161241.526085 + Penalty 2486.614057 = -158754.912028
  nChanged 7
		SP:Iteration 42Q (46190.200000 sec): 3 clusters
  Score: Raw -161243.427652 + Penalty 2486.614057 = -158756.813595
  nChanged 7
		SP:Iteration 43Q (46190.370000 sec): 3 clusters
  Score: Raw -161246.072566 + Penalty 2486.614057 = -158759.458509
  nChanged 10
		SP:Iteration 44Q (46190.550000 sec): 3 clusters
  Score: Raw -161250.047841 + Penalty 2486.614057 = -158763.433784
  nChanged 11
		SP:Iteration 45Q (46190.720000 sec): 3 clusters
  Score: Raw -161254.388129 + Penalty 2486.614057 = -158767.774072
  nChanged 12
		SP:Iteration 46Q (46190.900000 sec): 3 clusters
  Score: Raw -161258.651815 + Penalty 2486.614057 = -158772.037758
  nChanged 12
		SP:Iteration 47Q (46191.080000 sec): 3 clusters
  Score: Raw -161265.383150 + Penalty 2486.614057 = -158778.769093
  nChanged 18
		SP:Iteration 48Q (46191.250000 sec): 3 clusters
  Score: Raw -161275.383285 + Penalty 2486.614057 = -158788.769228
  nChanged 23
		SP:Iteration 49Q (46191.430000 sec): 3 clusters
  Score: Raw -161288.385887 + Penalty 2486.614057 = -158801.771830
  nChanged 27
		SP:Iteration 50Q (46191.600000 sec): 3 clusters
  Score: Raw -161303.971847 + Penalty 2486.614057 = -158817.357790
  nChanged 29
		SP:Iteration 51Q (46191.780000 sec): 3 clusters
  Score: Raw -161318.711483 + Penalty 2486.614057 = -158832.097426
  nChanged 33
		SP:Iteration 52Q (46191.960000 sec): 3 clusters
  Score: Raw -161336.661897 + Penalty 2486.614057 = -158850.047840
  nChanged 31
		SP:Iteration 53Q (46192.130000 sec): 3 clusters
  Score: Raw -161350.026149 + Penalty 2486.614057 = -158863.412092
  nChanged 26
		SP:Iteration 54Q (46192.310000 sec): 3 clusters
  Score: Raw -161363.951532 + Penalty 2486.614057 = -158877.337475
  nChanged 26
		SP:Iteration 55Q (46192.480000 sec): 3 clusters
  Score: Raw -161375.631665 + Penalty 2486.614057 = -158889.017608
  nChanged 22
		SP:Iteration 56Q (46192.660000 sec): 3 clusters
  Score: Raw -161388.248385 + Penalty 2486.614057 = -158901.634328
  nChanged 24
		SP:Iteration 57Q (46192.830000 sec): 3 clusters
  Score: Raw -161404.884842 + Penalty 2486.614057 = -158918.270785
  nChanged 21
		SP:Iteration 58Q (46193.010000 sec): 3 clusters
  Score: Raw -161414.554865 + Penalty 2486.614057 = -158927.940808
  nChanged 18
		SP:Iteration 59Q (46193.180000 sec): 3 clusters
  Score: Raw -161424.003092 + Penalty 2486.614057 = -158937.389035
  nChanged 25
		SP:Iteration 60F (46193.360000 sec): 3 clusters
  Score: Raw -161446.109436 + Penalty 2486.614057 = -158959.495379
  nChanged 27
		SP:Iteration 61Q (46193.530000 sec): 3 clusters
  Score: Raw -161466.922530 + Penalty 2486.614057 = -158980.308473
  nChanged 17
		SP:Iteration 62Q (46193.690000 sec): 3 clusters
  Score: Raw -161477.277035 + Penalty 2486.614057 = -158990.662978
  nChanged 13
		SP:Iteration 63Q (46193.850000 sec): 3 clusters
  Score: Raw -161483.183367 + Penalty 2486.614057 = -158996.569310
  nChanged 9
		SP:Iteration 64Q (46194.010000 sec): 3 clusters
  Score: Raw -161490.747298 + Penalty 2486.614057 = -159004.133241
  nChanged 4
		SP:Iteration 65Q (46194.170000 sec): 3 clusters
  Score: Raw -161492.885227 + Penalty 2486.614057 = -159006.271170
  nChanged 4
		SP:Iteration 66Q (46194.330000 sec): 3 clusters
  Score: Raw -161495.040438 + Penalty 2486.614057 = -159008.426381
  nChanged 2
		SP:Iteration 67Q (46194.490000 sec): 3 clusters
  Score: Raw -161496.794140 + Penalty 2486.614057 = -159010.180083
  nChanged 2
		SP:Iteration 68Q (46194.650000 sec): 3 clusters
  Score: Raw -161498.124096 + Penalty 2486.614057 = -159011.510039
  nChanged 3
		SP:Iteration 69Q (46194.810000 sec): 3 clusters
  Score: Raw -161500.301943 + Penalty 2486.614057 = -159013.687886
  nChanged 2
		SP:Iteration 70Q (46194.970000 sec): 3 clusters
  Score: Raw -161501.878598 + Penalty 2486.614057 = -159015.264541
  nChanged 2
		SP:Iteration 71Q (46195.130000 sec): 3 clusters
  Score: Raw -161502.813659 + Penalty 2486.614057 = -159016.199602
  nChanged 5
		SP:Iteration 72Q (46195.290000 sec): 3 clusters
  Score: Raw -161506.207399 + Penalty 2486.614057 = -159019.593342
  nChanged 7
		SP:Iteration 73Q (46195.450000 sec): 3 clusters
  Score: Raw -161511.074159 + Penalty 2486.614057 = -159024.460102
  nChanged 6
		SP:Iteration 74Q (46195.610000 sec): 3 clusters
  Score: Raw -161514.344761 + Penalty 2486.614057 = -159027.730704
  nChanged 7
		SP:Iteration 75Q (46195.770000 sec): 3 clusters
  Score: Raw -161517.931321 + Penalty 2486.614057 = -159031.317263
  nChanged 4
		SP:Iteration 76Q (46195.930000 sec): 3 clusters
  Score: Raw -161519.765620 + Penalty 2486.614057 = -159033.151563
  nChanged 2
		SP:Iteration 77Q (46196.090000 sec): 3 clusters
  Score: Raw -161520.693054 + Penalty 2486.614057 = -159034.078997
  nChanged 1
		SP:Iteration 78Q (46196.250000 sec): 3 clusters
  Score: Raw -161521.265673 + Penalty 2486.614057 = -159034.651616
  nChanged 2
		SP:Iteration 79Q (46196.410000 sec): 3 clusters
  Score: Raw -161522.596067 + Penalty 2486.614057 = -159035.982010
  nChanged 1
		SP:Iteration 80F (46196.570000 sec): 3 clusters
  Score: Raw -161523.490383 + Penalty 2486.614057 = -159036.876326
  nChanged 1
		SP:Iteration 81Q (46196.730000 sec): 3 clusters
  Score: Raw -161523.955002 + Penalty 2486.614057 = -159037.340945
  nChanged 1
		SP:Iteration 82Q (46196.890000 sec): 3 clusters
  Score: Raw -161524.830299 + Penalty 2486.614057 = -159038.216242
  nChanged 2
		SP:Iteration 83Q (46197.050000 sec): 3 clusters
  Score: Raw -161525.323963 + Penalty 2486.614057 = -159038.709906
  nChanged 0
		SP:Iteration 84F (46197.210000 sec): 3 clusters
  Score: Raw -161525.323963 + Penalty 2486.614057 = -159038.709906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46197.410000 sec): 2 clusters
  Score: Raw -1508536.554152 + Penalty 1595.431271 = -1506941.122881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46197.710000 sec): 3 clusters
  Score: Raw -1497530.032272 + Penalty 3190.862542 = -1494339.169731
  nChanged 8263
		SP:Iteration 1F (46197.990000 sec): 3 clusters
  Score: Raw -1501927.625691 + Penalty 3190.862542 = -1498736.763149
  nChanged 936
		SP:Iteration 2F (46198.370000 sec): 3 clusters
  Score: Raw -1502289.911466 + Penalty 3190.862542 = -1499099.048924
  nChanged 915
		SP:Iteration 3Q (46198.670000 sec): 3 clusters
  Score: Raw -1502617.917683 + Penalty 3190.862542 = -1499427.055141
  nChanged 820
		SP:Iteration 4Q (46199.000000 sec): 3 clusters
  Score: Raw -1502923.619572 + Penalty 3190.862542 = -1499732.757030
  nChanged 757
		SP:Iteration 5Q (46199.320000 sec): 3 clusters
  Score: Raw -1503235.298777 + Penalty 3190.862542 = -1500044.436235
  nChanged 778
		SP:Iteration 6Q (46199.590000 sec): 3 clusters
  Score: Raw -1503535.439173 + Penalty 3190.862542 = -1500344.576631
  nChanged 701
		SP:Iteration 7Q (46199.890000 sec): 3 clusters
  Score: Raw -1503792.493091 + Penalty 3190.862542 = -1500601.630549
  nChanged 655
		SP:Iteration 8Q (46200.260000 sec): 3 clusters
  Score: Raw -1504025.798592 + Penalty 3190.862542 = -1500834.936050
  nChanged 647
		SP:Iteration 9Q (46200.560000 sec): 3 clusters
  Score: Raw -1504261.886759 + Penalty 3190.862542 = -1501071.024217
  nChanged 633
		SP:Iteration 10Q (46200.890000 sec): 3 clusters
  Score: Raw -1504507.129616 + Penalty 3190.862542 = -1501316.267074
  nChanged 645
		SP:Iteration 11Q (46201.180000 sec): 3 clusters
  Score: Raw -1504782.378302 + Penalty 3190.862542 = -1501591.515760
  nChanged 671
		SP:Iteration 12Q (46201.540000 sec): 3 clusters
  Score: Raw -1505093.465889 + Penalty 3190.862542 = -1501902.603347
  nChanged 681
		SP:Iteration 13Q (46201.850000 sec): 3 clusters
  Score: Raw -1505456.227534 + Penalty 3190.862542 = -1502265.364992
  nChanged 700
		SP:Iteration 14Q (46202.140000 sec): 3 clusters
  Score: Raw -1505884.782254 + Penalty 3190.862542 = -1502693.919712
  nChanged 744
		SP:Iteration 15Q (46202.470000 sec): 3 clusters
  Score: Raw -1506392.820570 + Penalty 3190.862542 = -1503201.958028
  nChanged 646
		SP:Iteration 16Q (46202.850000 sec): 3 clusters
  Score: Raw -1506851.744581 + Penalty 3190.862542 = -1503660.882039
  nChanged 546
		SP:Iteration 17Q (46203.100000 sec): 3 clusters
  Score: Raw -1507256.808449 + Penalty 3190.862542 = -1504065.945907
  nChanged 433
		SP:Iteration 18Q (46203.420000 sec): 3 clusters
  Score: Raw -1507612.993827 + Penalty 3190.862542 = -1504422.131285
  nChanged 345
		SP:Iteration 19Q (46203.780000 sec): 3 clusters
  Score: Raw -1507910.102335 + Penalty 3190.862542 = -1504719.239793
  nChanged 258
		SP:Iteration 20F (46204.050000 sec): 3 clusters
  Score: Raw -1508101.093195 + Penalty 3190.862542 = -1504910.230653
  nChanged 183
		SP:Iteration 21Q (46204.270000 sec): 3 clusters
  Score: Raw -1508230.963428 + Penalty 3190.862542 = -1505040.100886
  nChanged 131
		SP:Iteration 22Q (46204.590000 sec): 3 clusters
  Score: Raw -1508315.234465 + Penalty 3190.862542 = -1505124.371923
  nChanged 107
		SP:Iteration 23Q (46204.850000 sec): 3 clusters
  Score: Raw -1508383.252110 + Penalty 3190.862542 = -1505192.389568
  nChanged 89
		SP:Iteration 24Q (46205.140000 sec): 3 clusters
  Score: Raw -1508445.744340 + Penalty 3190.862542 = -1505254.881798
  nChanged 76
		SP:Iteration 25Q (46205.490000 sec): 3 clusters
  Score: Raw -1508496.973289 + Penalty 3190.862542 = -1505306.110747
  nChanged 70
		SP:Iteration 26Q (46205.760000 sec): 3 clusters
  Score: Raw -1508548.436560 + Penalty 3190.862542 = -1505357.574019
  nChanged 59
		SP:Iteration 27Q (46206.030000 sec): 3 clusters
  Score: Raw -1508580.393173 + Penalty 3190.862542 = -1505389.530631
  nChanged 36
		SP:Iteration 28Q (46206.300000 sec): 3 clusters
  Score: Raw -1508600.620393 + Penalty 3190.862542 = -1505409.757851
  nChanged 32
		SP:Iteration 29Q (46206.570000 sec): 3 clusters
  Score: Raw -1508620.747597 + Penalty 3190.862542 = -1505429.885055
  nChanged 28
		SP:Iteration 30Q (46206.840000 sec): 3 clusters
  Score: Raw -1508635.976029 + Penalty 3190.862542 = -1505445.113488
  nChanged 19
		SP:Iteration 31Q (46207.110000 sec): 3 clusters
  Score: Raw -1508645.555602 + Penalty 3190.862542 = -1505454.693060
  nChanged 13
		SP:Iteration 32Q (46207.410000 sec): 3 clusters
  Score: Raw -1508652.704544 + Penalty 3190.862542 = -1505461.842002
  nChanged 16
		SP:Iteration 33Q (46207.680000 sec): 3 clusters
  Score: Raw -1508663.603407 + Penalty 3190.862542 = -1505472.740865
  nChanged 17
		SP:Iteration 34Q (46207.950000 sec): 3 clusters
  Score: Raw -1508673.673720 + Penalty 3190.862542 = -1505482.811178
  nChanged 11
		SP:Iteration 35Q (46208.250000 sec): 3 clusters
  Score: Raw -1508678.393260 + Penalty 3190.862542 = -1505487.530718
  nChanged 9
		SP:Iteration 36Q (46208.500000 sec): 3 clusters
  Score: Raw -1508681.903550 + Penalty 3190.862542 = -1505491.041008
  nChanged 5
		SP:Iteration 37Q (46208.820000 sec): 3 clusters
  Score: Raw -1508683.777507 + Penalty 3190.862542 = -1505492.914965
  nChanged 4
		SP:Iteration 38Q (46209.100000 sec): 3 clusters
  Score: Raw -1508685.015071 + Penalty 3190.862542 = -1505494.152529
  nChanged 4
		SP:Iteration 39Q (46209.410000 sec): 3 clusters
  Score: Raw -1508686.503552 + Penalty 3190.862542 = -1505495.641010
  nChanged 1
		SP:Iteration 40F (46209.690000 sec): 3 clusters
  Score: Raw -1508687.045929 + Penalty 3190.862542 = -1505496.183387
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46209.770000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46209.950000 sec): 3 clusters
  Score: Raw -197054.250353 + Penalty 2547.333398 = -194506.916955
  nChanged 933
		SP:Iteration 1F (46210.120000 sec): 3 clusters
  Score: Raw -197693.723882 + Penalty 2547.333398 = -195146.390484
  nChanged 226
		SP:Iteration 2F (46210.300000 sec): 3 clusters
  Score: Raw -197888.371728 + Penalty 2547.333398 = -195341.038331
  nChanged 164
		SP:Iteration 3F (46210.470000 sec): 3 clusters
  Score: Raw -198018.369311 + Penalty 2547.333398 = -195471.035913
  nChanged 113
		SP:Iteration 4Q (46210.650000 sec): 3 clusters
  Score: Raw -198097.586514 + Penalty 2547.333398 = -195550.253116
  nChanged 82
		SP:Iteration 5Q (46210.820000 sec): 3 clusters
  Score: Raw -198155.519723 + Penalty 2547.333398 = -195608.186326
  nChanged 69
		SP:Iteration 6Q (46211.000000 sec): 3 clusters
  Score: Raw -198195.266075 + Penalty 2547.333398 = -195647.932677
  nChanged 57
		SP:Iteration 7Q (46211.170000 sec): 3 clusters
  Score: Raw -198232.141292 + Penalty 2547.333398 = -195684.807894
  nChanged 42
		SP:Iteration 8Q (46211.350000 sec): 3 clusters
  Score: Raw -198248.274166 + Penalty 2547.333398 = -195700.940769
  nChanged 17
		SP:Iteration 9Q (46211.530000 sec): 3 clusters
  Score: Raw -198260.117418 + Penalty 2547.333398 = -195712.784021
  nChanged 27
		SP:Iteration 10Q (46211.700000 sec): 3 clusters
  Score: Raw -198276.244136 + Penalty 2547.333398 = -195728.910738
  nChanged 22
		SP:Iteration 11Q (46211.880000 sec): 3 clusters
  Score: Raw -198286.630485 + Penalty 2547.333398 = -195739.297087
  nChanged 12
		SP:Iteration 12Q (46212.050000 sec): 3 clusters
  Score: Raw -198292.376737 + Penalty 2547.333398 = -195745.043340
  nChanged 16
		SP:Iteration 13Q (46212.230000 sec): 3 clusters
  Score: Raw -198299.088767 + Penalty 2547.333398 = -195751.755369
  nChanged 11
		SP:Iteration 14Q (46212.410000 sec): 3 clusters
  Score: Raw -198302.487291 + Penalty 2547.333398 = -195755.153893
  nChanged 8
		SP:Iteration 15Q (46212.580000 sec): 3 clusters
  Score: Raw -198306.358934 + Penalty 2547.333398 = -195759.025536
  nChanged 12
		SP:Iteration 16Q (46212.760000 sec): 3 clusters
  Score: Raw -198310.330435 + Penalty 2547.333398 = -195762.997037
  nChanged 12
		SP:Iteration 17Q (46212.930000 sec): 3 clusters
  Score: Raw -198314.876524 + Penalty 2547.333398 = -195767.543126
  nChanged 5
		SP:Iteration 18Q (46213.110000 sec): 3 clusters
  Score: Raw -198316.211224 + Penalty 2547.333398 = -195768.877826
  nChanged 2
		SP:Iteration 19Q (46213.290000 sec): 3 clusters
  Score: Raw -198317.175641 + Penalty 2547.333398 = -195769.842243
  nChanged 3
		SP:Iteration 20F (46213.460000 sec): 3 clusters
  Score: Raw -198318.948269 + Penalty 2547.333398 = -195771.614872
  nChanged 4
		SP:Iteration 21Q (46213.640000 sec): 3 clusters
  Score: Raw -198320.563863 + Penalty 2547.333398 = -195773.230465
  nChanged 5
		SP:Iteration 22Q (46213.810000 sec): 3 clusters
  Score: Raw -198322.640870 + Penalty 2547.333398 = -195775.307472
  nChanged 3
		SP:Iteration 23Q (46213.990000 sec): 3 clusters
  Score: Raw -198323.804031 + Penalty 2547.333398 = -195776.470634
  nChanged 5
		SP:Iteration 24Q (46214.170000 sec): 3 clusters
  Score: Raw -198325.577681 + Penalty 2547.333398 = -195778.244283
  nChanged 3
		SP:Iteration 25Q (46214.340000 sec): 3 clusters
  Score: Raw -198326.441438 + Penalty 2547.333398 = -195779.108041
  nChanged 1
		SP:Iteration 26Q (46214.520000 sec): 3 clusters
  Score: Raw -198326.855396 + Penalty 2547.333398 = -195779.521999
  nChanged 2
		SP:Iteration 27Q (46214.610000 sec): 3 clusters
  Score: Raw -198327.759785 + Penalty 2547.333398 = -195780.426387
  nChanged 2
		SP:Iteration 28Q (46214.790000 sec): 3 clusters
  Score: Raw -198328.165210 + Penalty 2547.333398 = -195780.831812
  nChanged 0
		SP:Iteration 29F (46214.960000 sec): 3 clusters
  Score: Raw -198328.165210 + Penalty 2547.333398 = -195780.831812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46215.050000 sec): 2 clusters
  Score: Raw -79197.020337 + Penalty 1147.187865 = -78049.832472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46215.220000 sec): 3 clusters
  Score: Raw -78795.557558 + Penalty 2294.375729 = -76501.181829
  nChanged 368
		SP:Iteration 1F (46215.390000 sec): 3 clusters
  Score: Raw -79170.032182 + Penalty 2294.375729 = -76875.656452
  nChanged 126
		SP:Iteration 2F (46215.550000 sec): 3 clusters
  Score: Raw -79328.097895 + Penalty 2294.375729 = -77033.722166
  nChanged 74
		SP:Iteration 3F (46215.710000 sec): 3 clusters
  Score: Raw -79416.750511 + Penalty 2294.375729 = -77122.374782
  nChanged 60
		SP:Iteration 4F (46215.870000 sec): 3 clusters
  Score: Raw -79510.027410 + Penalty 2294.375729 = -77215.651681
  nChanged 57
		SP:Iteration 5Q (46216.030000 sec): 3 clusters
  Score: Raw -79611.592117 + Penalty 2294.375729 = -77317.216388
  nChanged 48
		SP:Iteration 6Q (46216.190000 sec): 3 clusters
  Score: Raw -79685.125736 + Penalty 2294.375729 = -77390.750007
  nChanged 32
		SP:Iteration 7Q (46216.350000 sec): 3 clusters
  Score: Raw -79731.713445 + Penalty 2294.375729 = -77437.337716
  nChanged 22
		SP:Iteration 8Q (46216.510000 sec): 3 clusters
  Score: Raw -79750.771179 + Penalty 2294.375729 = -77456.395450
  nChanged 11
		SP:Iteration 9Q (46216.670000 sec): 3 clusters
  Score: Raw -79761.938279 + Penalty 2294.375729 = -77467.562550
  nChanged 15
		SP:Iteration 10Q (46216.830000 sec): 3 clusters
  Score: Raw -79787.556692 + Penalty 2294.375729 = -77493.180963
  nChanged 20
		SP:Iteration 11Q (46216.990000 sec): 3 clusters
  Score: Raw -79833.012957 + Penalty 2294.375729 = -77538.637228
  nChanged 24
		SP:Iteration 12Q (46217.150000 sec): 3 clusters
  Score: Raw -79874.103315 + Penalty 2294.375729 = -77579.727586
  nChanged 14
		SP:Iteration 13Q (46217.310000 sec): 3 clusters
  Score: Raw -79888.502477 + Penalty 2294.375729 = -77594.126748
  nChanged 8
		SP:Iteration 14Q (46217.480000 sec): 3 clusters
  Score: Raw -79897.558426 + Penalty 2294.375729 = -77603.182697
  nChanged 11
		SP:Iteration 15Q (46217.680000 sec): 3 clusters
  Score: Raw -79907.578794 + Penalty 2294.375729 = -77613.203065
  nChanged 1
		SP:Iteration 16Q (46217.790000 sec): 3 clusters
  Score: Raw -79908.043740 + Penalty 2294.375729 = -77613.668011
  nChanged 0
		SP:Iteration 17F (46217.950000 sec): 3 clusters
  Score: Raw -79908.043740 + Penalty 2294.375729 = -77613.668011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46218.070000 sec): 2 clusters
  Score: Raw -534005.917709 + Penalty 1435.508741 = -532570.408968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46218.320000 sec): 3 clusters
  Score: Raw -530240.100384 + Penalty 2871.017481 = -527369.082903
  nChanged 2940
		SP:Iteration 1F (46218.510000 sec): 3 clusters
  Score: Raw -531925.895464 + Penalty 2871.017481 = -529054.877983
  nChanged 544
		SP:Iteration 2F (46218.710000 sec): 3 clusters
  Score: Raw -532244.290148 + Penalty 2871.017481 = -529373.272666
  nChanged 432
		SP:Iteration 3F (46218.910000 sec): 3 clusters
  Score: Raw -532513.528409 + Penalty 2871.017481 = -529642.510927
  nChanged 423
		SP:Iteration 4F (46219.110000 sec): 3 clusters
  Score: Raw -532790.328628 + Penalty 2871.017481 = -529919.311147
  nChanged 388
		SP:Iteration 5F (46219.310000 sec): 3 clusters
  Score: Raw -533044.805914 + Penalty 2871.017481 = -530173.788432
  nChanged 335
		SP:Iteration 6Q (46219.490000 sec): 3 clusters
  Score: Raw -533275.792599 + Penalty 2871.017481 = -530404.775117
  nChanged 306
		SP:Iteration 7Q (46219.680000 sec): 3 clusters
  Score: Raw -533484.303088 + Penalty 2871.017481 = -530613.285606
  nChanged 283
		SP:Iteration 8Q (46219.870000 sec): 3 clusters
  Score: Raw -533643.689241 + Penalty 2871.017481 = -530772.671760
  nChanged 217
		SP:Iteration 9Q (46220.070000 sec): 3 clusters
  Score: Raw -533753.212661 + Penalty 2871.017481 = -530882.195179
  nChanged 168
		SP:Iteration 10Q (46220.270000 sec): 3 clusters
  Score: Raw -533836.597519 + Penalty 2871.017481 = -530965.580038
  nChanged 135
		SP:Iteration 11Q (46220.470000 sec): 3 clusters
  Score: Raw -533905.180637 + Penalty 2871.017481 = -531034.163155
  nChanged 123
		SP:Iteration 12Q (46220.670000 sec): 3 clusters
  Score: Raw -533961.426024 + Penalty 2871.017481 = -531090.408543
  nChanged 100
		SP:Iteration 13Q (46220.870000 sec): 3 clusters
  Score: Raw -534001.823685 + Penalty 2871.017481 = -531130.806204
  nChanged 80
		SP:Iteration 14Q (46221.070000 sec): 3 clusters
  Score: Raw -534035.843022 + Penalty 2871.017481 = -531164.825540
  nChanged 84
		SP:Iteration 15Q (46221.270000 sec): 3 clusters
  Score: Raw -534069.450028 + Penalty 2871.017481 = -531198.432546
  nChanged 67
		SP:Iteration 16Q (46221.470000 sec): 3 clusters
  Score: Raw -534095.834149 + Penalty 2871.017481 = -531224.816667
  nChanged 57
		SP:Iteration 17Q (46221.660000 sec): 3 clusters
  Score: Raw -534117.768051 + Penalty 2871.017481 = -531246.750569
  nChanged 45
		SP:Iteration 18Q (46221.860000 sec): 3 clusters
  Score: Raw -534134.916233 + Penalty 2871.017481 = -531263.898752
  nChanged 28
		SP:Iteration 19Q (46222.070000 sec): 3 clusters
  Score: Raw -534145.355711 + Penalty 2871.017481 = -531274.338230
  nChanged 23
		SP:Iteration 20F (46222.280000 sec): 3 clusters
  Score: Raw -534154.402340 + Penalty 2871.017481 = -531283.384859
  nChanged 20
		SP:Iteration 21Q (46222.480000 sec): 3 clusters
  Score: Raw -534160.564125 + Penalty 2871.017481 = -531289.546643
  nChanged 16
		SP:Iteration 22Q (46222.680000 sec): 3 clusters
  Score: Raw -534165.897491 + Penalty 2871.017481 = -531294.880009
  nChanged 22
		SP:Iteration 23Q (46222.870000 sec): 3 clusters
  Score: Raw -534172.541481 + Penalty 2871.017481 = -531301.524000
  nChanged 16
		SP:Iteration 24Q (46223.050000 sec): 3 clusters
  Score: Raw -534176.739384 + Penalty 2871.017481 = -531305.721903
  nChanged 12
		SP:Iteration 25Q (46223.240000 sec): 3 clusters
  Score: Raw -534180.491451 + Penalty 2871.017481 = -531309.473970
  nChanged 8
		SP:Iteration 26Q (46223.420000 sec): 3 clusters
  Score: Raw -534182.786675 + Penalty 2871.017481 = -531311.769194
  nChanged 8
		SP:Iteration 27Q (46223.610000 sec): 3 clusters
  Score: Raw -534185.184129 + Penalty 2871.017481 = -531314.166648
  nChanged 5
		SP:Iteration 28Q (46223.800000 sec): 3 clusters
  Score: Raw -534186.658191 + Penalty 2871.017481 = -531315.640709
  nChanged 5
		SP:Iteration 29Q (46223.990000 sec): 3 clusters
  Score: Raw -534188.304691 + Penalty 2871.017481 = -531317.287210
  nChanged 7
		SP:Iteration 30Q (46224.170000 sec): 3 clusters
  Score: Raw -534190.667623 + Penalty 2871.017481 = -531319.650142
  nChanged 10
		SP:Iteration 31Q (46224.400000 sec): 3 clusters
  Score: Raw -534194.964996 + Penalty 2871.017481 = -531323.947515
  nChanged 16
		SP:Iteration 32Q (46224.580000 sec): 3 clusters
  Score: Raw -534200.550809 + Penalty 2871.017481 = -531329.533327
  nChanged 13
		SP:Iteration 33Q (46224.770000 sec): 3 clusters
  Score: Raw -534207.846223 + Penalty 2871.017481 = -531336.828742
  nChanged 19
		SP:Iteration 34Q (46224.970000 sec): 3 clusters
  Score: Raw -534217.056058 + Penalty 2871.017481 = -531346.038576
  nChanged 20
		SP:Iteration 35Q (46225.160000 sec): 3 clusters
  Score: Raw -534229.398669 + Penalty 2871.017481 = -531358.381188
  nChanged 26
		SP:Iteration 36Q (46225.360000 sec): 3 clusters
  Score: Raw -534244.323570 + Penalty 2871.017481 = -531373.306088
  nChanged 19
		SP:Iteration 37Q (46225.590000 sec): 3 clusters
  Score: Raw -534257.710108 + Penalty 2871.017481 = -531386.692627
  nChanged 25
		SP:Iteration 38Q (46225.840000 sec): 3 clusters
  Score: Raw -534271.798414 + Penalty 2871.017481 = -531400.780933
  nChanged 18
		SP:Iteration 39Q (46225.990000 sec): 3 clusters
  Score: Raw -534280.768725 + Penalty 2871.017481 = -531409.751244
  nChanged 14
		SP:Iteration 40F (46226.200000 sec): 3 clusters
  Score: Raw -534288.588133 + Penalty 2871.017481 = -531417.570651
  nChanged 17
		SP:Iteration 41Q (46226.400000 sec): 3 clusters
  Score: Raw -534298.579429 + Penalty 2871.017481 = -531427.561948
  nChanged 13
		SP:Iteration 42Q (46226.600000 sec): 3 clusters
  Score: Raw -534305.040742 + Penalty 2871.017481 = -531434.023261
  nChanged 9
		SP:Iteration 43Q (46226.800000 sec): 3 clusters
  Score: Raw -534311.557806 + Penalty 2871.017481 = -531440.540325
  nChanged 8
		SP:Iteration 44Q (46227.000000 sec): 3 clusters
  Score: Raw -534314.651642 + Penalty 2871.017481 = -531443.634160
  nChanged 11
		SP:Iteration 45Q (46227.200000 sec): 3 clusters
  Score: Raw -534319.163160 + Penalty 2871.017481 = -531448.145678
  nChanged 3
		SP:Iteration 46Q (46227.400000 sec): 3 clusters
  Score: Raw -534320.719426 + Penalty 2871.017481 = -531449.701944
  nChanged 3
		SP:Iteration 47Q (46227.600000 sec): 3 clusters
  Score: Raw -534321.752072 + Penalty 2871.017481 = -531450.734591
  nChanged 5
		SP:Iteration 48Q (46227.800000 sec): 3 clusters
  Score: Raw -534323.789542 + Penalty 2871.017481 = -531452.772060
  nChanged 3
		SP:Iteration 49Q (46228.000000 sec): 3 clusters
  Score: Raw -534325.060621 + Penalty 2871.017481 = -531454.043140
  nChanged 8
		SP:Iteration 50Q (46228.200000 sec): 3 clusters
  Score: Raw -534327.364441 + Penalty 2871.017481 = -531456.346960
  nChanged 1
		SP:Iteration 51Q (46228.390000 sec): 3 clusters
  Score: Raw -534327.715484 + Penalty 2871.017481 = -531456.698003
  nChanged 1
		SP:Iteration 52Q (46228.590000 sec): 3 clusters
  Score: Raw -534328.020503 + Penalty 2871.017481 = -531457.003022
  nChanged 1
		SP:Iteration 53Q (46228.790000 sec): 3 clusters
  Score: Raw -534328.826216 + Penalty 2871.017481 = -531457.808734
  nChanged 0
		SP:Iteration 54F (46229.000000 sec): 3 clusters
  Score: Raw -534328.826216 + Penalty 2871.017481 = -531457.808734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46229.060000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46229.240000 sec): 3 clusters
  Score: Raw -103128.891432 + Penalty 2333.275090 = -100795.616342
  nChanged 447
		SP:Iteration 1F (46229.410000 sec): 3 clusters
  Score: Raw -103491.320773 + Penalty 2333.275090 = -101158.045683
  nChanged 117
		SP:Iteration 2F (46229.580000 sec): 3 clusters
  Score: Raw -103629.612932 + Penalty 2333.275090 = -101296.337842
  nChanged 75
		SP:Iteration 3F (46229.760000 sec): 3 clusters
  Score: Raw -103715.733223 + Penalty 2333.275090 = -101382.458133
  nChanged 57
		SP:Iteration 4Q (46229.930000 sec): 3 clusters
  Score: Raw -103776.453761 + Penalty 2333.275090 = -101443.178671
  nChanged 43
		SP:Iteration 5Q (46230.110000 sec): 3 clusters
  Score: Raw -103824.079853 + Penalty 2333.275090 = -101490.804762
  nChanged 24
		SP:Iteration 6Q (46230.280000 sec): 3 clusters
  Score: Raw -103849.090604 + Penalty 2333.275090 = -101515.815513
  nChanged 22
		SP:Iteration 7Q (46230.460000 sec): 3 clusters
  Score: Raw -103868.744581 + Penalty 2333.275090 = -101535.469491
  nChanged 14
		SP:Iteration 8Q (46230.630000 sec): 3 clusters
  Score: Raw -103879.435178 + Penalty 2333.275090 = -101546.160088
  nChanged 13
		SP:Iteration 9Q (46230.800000 sec): 3 clusters
  Score: Raw -103902.288320 + Penalty 2333.275090 = -101569.013230
  nChanged 25
		SP:Iteration 10Q (46230.980000 sec): 3 clusters
  Score: Raw -103931.833269 + Penalty 2333.275090 = -101598.558179
  nChanged 22
		SP:Iteration 11Q (46231.150000 sec): 3 clusters
  Score: Raw -103959.940330 + Penalty 2333.275090 = -101626.665240
  nChanged 12
		SP:Iteration 12Q (46231.320000 sec): 3 clusters
  Score: Raw -103979.903015 + Penalty 2333.275090 = -101646.627925
  nChanged 11
		SP:Iteration 13Q (46231.500000 sec): 3 clusters
  Score: Raw -103998.721957 + Penalty 2333.275090 = -101665.446867
  nChanged 14
		SP:Iteration 14Q (46231.670000 sec): 3 clusters
  Score: Raw -104017.178461 + Penalty 2333.275090 = -101683.903371
  nChanged 17
		SP:Iteration 15Q (46231.840000 sec): 3 clusters
  Score: Raw -104046.603866 + Penalty 2333.275090 = -101713.328776
  nChanged 9
		SP:Iteration 16Q (46232.020000 sec): 3 clusters
  Score: Raw -104056.664682 + Penalty 2333.275090 = -101723.389592
  nChanged 11
		SP:Iteration 17Q (46232.200000 sec): 3 clusters
  Score: Raw -104070.036413 + Penalty 2333.275090 = -101736.761323
  nChanged 10
		SP:Iteration 18Q (46232.370000 sec): 3 clusters
  Score: Raw -104077.503994 + Penalty 2333.275090 = -101744.228904
  nChanged 8
		SP:Iteration 19Q (46232.550000 sec): 3 clusters
  Score: Raw -104083.182066 + Penalty 2333.275090 = -101749.906976
  nChanged 7
		SP:Iteration 20F (46232.720000 sec): 3 clusters
  Score: Raw -104088.278890 + Penalty 2333.275090 = -101755.003800
  nChanged 4
		SP:Iteration 21Q (46232.900000 sec): 3 clusters
  Score: Raw -104091.755702 + Penalty 2333.275090 = -101758.480612
  nChanged 7
		SP:Iteration 22Q (46233.070000 sec): 3 clusters
  Score: Raw -104099.953107 + Penalty 2333.275090 = -101766.678017
  nChanged 3
		SP:Iteration 23Q (46233.250000 sec): 3 clusters
  Score: Raw -104102.467556 + Penalty 2333.275090 = -101769.192466
  nChanged 5
		SP:Iteration 24Q (46233.420000 sec): 3 clusters
  Score: Raw -104106.647559 + Penalty 2333.275090 = -101773.372469
  nChanged 6
		SP:Iteration 25Q (46233.600000 sec): 3 clusters
  Score: Raw -104109.987944 + Penalty 2333.275090 = -101776.712854
  nChanged 1
		SP:Iteration 26Q (46233.780000 sec): 3 clusters
  Score: Raw -104110.541884 + Penalty 2333.275090 = -101777.266794
  nChanged 0
		SP:Iteration 27F (46233.950000 sec): 3 clusters
  Score: Raw -104110.541884 + Penalty 2333.275090 = -101777.266794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46234.040000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46234.220000 sec): 3 clusters
  Score: Raw -43676.481871 + Penalty 2028.089650 = -41648.392222
  nChanged 124
		SP:Iteration 1F (46234.390000 sec): 3 clusters
  Score: Raw -43835.361824 + Penalty 2028.089650 = -41807.272174
  nChanged 31
		SP:Iteration 2F (46234.570000 sec): 3 clusters
  Score: Raw -43879.261104 + Penalty 2028.089650 = -41851.171454
  nChanged 10
		SP:Iteration 3Q (46234.740000 sec): 3 clusters
  Score: Raw -43890.992113 + Penalty 2028.089650 = -41862.902463
  nChanged 10
		SP:Iteration 4Q (46234.920000 sec): 3 clusters
  Score: Raw -43903.723821 + Penalty 2028.089650 = -41875.634171
  nChanged 2
		SP:Iteration 5Q (46235.100000 sec): 3 clusters
  Score: Raw -43905.469424 + Penalty 2028.089650 = -41877.379775
  nChanged 1
		SP:Iteration 6Q (46235.270000 sec): 3 clusters
  Score: Raw -43907.711512 + Penalty 2028.089650 = -41879.621863
  nChanged 5
		SP:Iteration 7Q (46235.450000 sec): 3 clusters
  Score: Raw -43914.396338 + Penalty 2028.089650 = -41886.306688
  nChanged 5
		SP:Iteration 8Q (46235.620000 sec): 3 clusters
  Score: Raw -43919.317281 + Penalty 2028.089650 = -41891.227631
  nChanged 1
		SP:Iteration 9Q (46235.800000 sec): 3 clusters
  Score: Raw -43921.368433 + Penalty 2028.089650 = -41893.278784
  nChanged 1
		SP:Iteration 10Q (46235.980000 sec): 3 clusters
  Score: Raw -43922.535771 + Penalty 2028.089650 = -41894.446121
  nChanged 0
		SP:Iteration 11F (46236.200000 sec): 3 clusters
  Score: Raw -43922.535771 + Penalty 2028.089650 = -41894.446121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46236.270000 sec): 2 clusters
  Score: Raw -228793.377621 + Penalty 1293.325555 = -227500.052066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46236.440000 sec): 3 clusters
  Score: Raw -227470.188497 + Penalty 2586.651110 = -224883.537387
  nChanged 1100
		SP:Iteration 1F (46236.620000 sec): 3 clusters
  Score: Raw -228122.791195 + Penalty 2586.651110 = -225536.140085
  nChanged 223
		SP:Iteration 2F (46236.800000 sec): 3 clusters
  Score: Raw -228277.052471 + Penalty 2586.651110 = -225690.401361
  nChanged 140
		SP:Iteration 3Q (46236.970000 sec): 3 clusters
  Score: Raw -228373.410186 + Penalty 2586.651110 = -225786.759076
  nChanged 121
		SP:Iteration 4Q (46237.140000 sec): 3 clusters
  Score: Raw -228465.846433 + Penalty 2586.651110 = -225879.195322
  nChanged 106
		SP:Iteration 5Q (46237.320000 sec): 3 clusters
  Score: Raw -228539.810576 + Penalty 2586.651110 = -225953.159465
  nChanged 104
		SP:Iteration 6Q (46237.500000 sec): 3 clusters
  Score: Raw -228621.185973 + Penalty 2586.651110 = -226034.534863
  nChanged 111
		SP:Iteration 7Q (46237.670000 sec): 3 clusters
  Score: Raw -228709.132229 + Penalty 2586.651110 = -226122.481118
  nChanged 117
		SP:Iteration 8Q (46237.850000 sec): 3 clusters
  Score: Raw -228803.069580 + Penalty 2586.651110 = -226216.418469
  nChanged 100
		SP:Iteration 9Q (46238.020000 sec): 3 clusters
  Score: Raw -228880.157540 + Penalty 2586.651110 = -226293.506430
  nChanged 81
		SP:Iteration 10Q (46238.200000 sec): 3 clusters
  Score: Raw -228956.566779 + Penalty 2586.651110 = -226369.915669
  nChanged 94
		SP:Iteration 11Q (46238.380000 sec): 3 clusters
  Score: Raw -229038.420925 + Penalty 2586.651110 = -226451.769815
  nChanged 73
		SP:Iteration 12Q (46238.550000 sec): 3 clusters
  Score: Raw -229103.214518 + Penalty 2586.651110 = -226516.563408
  nChanged 62
		SP:Iteration 13Q (46238.730000 sec): 3 clusters
  Score: Raw -229149.653553 + Penalty 2586.651110 = -226563.002443
  nChanged 52
		SP:Iteration 14Q (46238.900000 sec): 3 clusters
  Score: Raw -229184.508878 + Penalty 2586.651110 = -226597.857767
  nChanged 47
		SP:Iteration 15Q (46239.080000 sec): 3 clusters
  Score: Raw -229215.975694 + Penalty 2586.651110 = -226629.324584
  nChanged 39
		SP:Iteration 16Q (46239.260000 sec): 3 clusters
  Score: Raw -229243.316449 + Penalty 2586.651110 = -226656.665339
  nChanged 28
		SP:Iteration 17Q (46239.430000 sec): 3 clusters
  Score: Raw -229267.094795 + Penalty 2586.651110 = -226680.443684
  nChanged 30
		SP:Iteration 18Q (46239.650000 sec): 3 clusters
  Score: Raw -229288.777043 + Penalty 2586.651110 = -226702.125933
  nChanged 28
		SP:Iteration 19Q (46239.810000 sec): 3 clusters
  Score: Raw -229307.844487 + Penalty 2586.651110 = -226721.193376
  nChanged 27
		SP:Iteration 20F (46239.950000 sec): 3 clusters
  Score: Raw -229320.150408 + Penalty 2586.651110 = -226733.499298
  nChanged 21
		SP:Iteration 21Q (46240.110000 sec): 3 clusters
  Score: Raw -229327.684935 + Penalty 2586.651110 = -226741.033825
  nChanged 9
		SP:Iteration 22Q (46240.270000 sec): 3 clusters
  Score: Raw -229331.936035 + Penalty 2586.651110 = -226745.284925
  nChanged 7
		SP:Iteration 23Q (46240.430000 sec): 3 clusters
  Score: Raw -229336.862681 + Penalty 2586.651110 = -226750.211571
  nChanged 11
		SP:Iteration 24Q (46240.590000 sec): 3 clusters
  Score: Raw -229342.070036 + Penalty 2586.651110 = -226755.418926
  nChanged 9
		SP:Iteration 25Q (46240.750000 sec): 3 clusters
  Score: Raw -229344.971954 + Penalty 2586.651110 = -226758.320843
  nChanged 10
		SP:Iteration 26Q (46240.910000 sec): 3 clusters
  Score: Raw -229347.959796 + Penalty 2586.651110 = -226761.308686
  nChanged 7
		SP:Iteration 27Q (46241.070000 sec): 3 clusters
  Score: Raw -229349.967342 + Penalty 2586.651110 = -226763.316232
  nChanged 8
		SP:Iteration 28Q (46241.230000 sec): 3 clusters
  Score: Raw -229352.639977 + Penalty 2586.651110 = -226765.988867
  nChanged 10
		SP:Iteration 29Q (46241.390000 sec): 3 clusters
  Score: Raw -229356.575132 + Penalty 2586.651110 = -226769.924022
  nChanged 9
		SP:Iteration 30Q (46241.550000 sec): 3 clusters
  Score: Raw -229360.830692 + Penalty 2586.651110 = -226774.179582
  nChanged 11
		SP:Iteration 31Q (46241.700000 sec): 3 clusters
  Score: Raw -229365.144534 + Penalty 2586.651110 = -226778.493423
  nChanged 12
		SP:Iteration 32Q (46241.860000 sec): 3 clusters
  Score: Raw -229370.607481 + Penalty 2586.651110 = -226783.956370
  nChanged 7
		SP:Iteration 33Q (46242.020000 sec): 3 clusters
  Score: Raw -229373.441004 + Penalty 2586.651110 = -226786.789894
  nChanged 7
		SP:Iteration 34Q (46242.180000 sec): 3 clusters
  Score: Raw -229376.487408 + Penalty 2586.651110 = -226789.836297
  nChanged 11
		SP:Iteration 35Q (46242.340000 sec): 3 clusters
  Score: Raw -229379.782998 + Penalty 2586.651110 = -226793.131888
  nChanged 5
		SP:Iteration 36Q (46242.520000 sec): 3 clusters
  Score: Raw -229382.369704 + Penalty 2586.651110 = -226795.718594
  nChanged 3
		SP:Iteration 37Q (46242.700000 sec): 3 clusters
  Score: Raw -229383.929796 + Penalty 2586.651110 = -226797.278686
  nChanged 1
		SP:Iteration 38Q (46242.870000 sec): 3 clusters
  Score: Raw -229384.618611 + Penalty 2586.651110 = -226797.967501
  nChanged 3
		SP:Iteration 39Q (46243.050000 sec): 3 clusters
  Score: Raw -229385.291939 + Penalty 2586.651110 = -226798.640829
  nChanged 6
		SP:Iteration 40F (46243.220000 sec): 3 clusters
  Score: Raw -229386.869322 + Penalty 2586.651110 = -226800.218212
  nChanged 6
		SP:Iteration 41Q (46243.400000 sec): 3 clusters
  Score: Raw -229388.240560 + Penalty 2586.651110 = -226801.589450
  nChanged 0
		SP:Iteration 42F (46243.580000 sec): 3 clusters
  Score: Raw -229388.240560 + Penalty 2586.651110 = -226801.589450
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46243.660000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46243.840000 sec): 3 clusters
  Score: Raw -122996.956085 + Penalty 2373.967683 = -120622.988402
  nChanged 505
		SP:Iteration 1F (46244.020000 sec): 3 clusters
  Score: Raw -123330.325855 + Penalty 2373.967683 = -120956.358172
  nChanged 111
		SP:Iteration 2F (46244.190000 sec): 3 clusters
  Score: Raw -123416.683269 + Penalty 2373.967683 = -121042.715587
  nChanged 68
		SP:Iteration 3Q (46244.370000 sec): 3 clusters
  Score: Raw -123466.775073 + Penalty 2373.967683 = -121092.807391
  nChanged 39
		SP:Iteration 4Q (46244.540000 sec): 3 clusters
  Score: Raw -123495.116580 + Penalty 2373.967683 = -121121.148897
  nChanged 35
		SP:Iteration 5Q (46244.720000 sec): 3 clusters
  Score: Raw -123518.789654 + Penalty 2373.967683 = -121144.821971
  nChanged 28
		SP:Iteration 6Q (46244.900000 sec): 3 clusters
  Score: Raw -123538.284694 + Penalty 2373.967683 = -121164.317012
  nChanged 31
		SP:Iteration 7Q (46245.070000 sec): 3 clusters
  Score: Raw -123557.150902 + Penalty 2373.967683 = -121183.183220
  nChanged 27
		SP:Iteration 8Q (46245.250000 sec): 3 clusters
  Score: Raw -123574.081984 + Penalty 2373.967683 = -121200.114302
  nChanged 26
		SP:Iteration 9Q (46245.420000 sec): 3 clusters
  Score: Raw -123595.703755 + Penalty 2373.967683 = -121221.736073
  nChanged 36
		SP:Iteration 10Q (46245.600000 sec): 3 clusters
  Score: Raw -123618.526196 + Penalty 2373.967683 = -121244.558513
  nChanged 36
		SP:Iteration 11Q (46245.780000 sec): 3 clusters
  Score: Raw -123651.070191 + Penalty 2373.967683 = -121277.102508
  nChanged 41
		SP:Iteration 12Q (46245.950000 sec): 3 clusters
  Score: Raw -123680.984616 + Penalty 2373.967683 = -121307.016933
  nChanged 36
		SP:Iteration 13Q (46246.120000 sec): 3 clusters
  Score: Raw -123710.143001 + Penalty 2373.967683 = -121336.175318
  nChanged 37
		SP:Iteration 14Q (46246.300000 sec): 3 clusters
  Score: Raw -123742.057059 + Penalty 2373.967683 = -121368.089376
  nChanged 29
		SP:Iteration 15Q (46246.480000 sec): 3 clusters
  Score: Raw -123763.428480 + Penalty 2373.967683 = -121389.460798
  nChanged 20
		SP:Iteration 16Q (46246.650000 sec): 3 clusters
  Score: Raw -123775.863184 + Penalty 2373.967683 = -121401.895501
  nChanged 20
		SP:Iteration 17Q (46246.830000 sec): 3 clusters
  Score: Raw -123788.500019 + Penalty 2373.967683 = -121414.532337
  nChanged 20
		SP:Iteration 18Q (46247.000000 sec): 3 clusters
  Score: Raw -123803.520106 + Penalty 2373.967683 = -121429.552424
  nChanged 14
		SP:Iteration 19Q (46247.180000 sec): 3 clusters
  Score: Raw -123812.678467 + Penalty 2373.967683 = -121438.710784
  nChanged 11
		SP:Iteration 20F (46247.380000 sec): 3 clusters
  Score: Raw -123821.840879 + Penalty 2373.967683 = -121447.873197
  nChanged 14
		SP:Iteration 21Q (46247.530000 sec): 3 clusters
  Score: Raw -123833.360208 + Penalty 2373.967683 = -121459.392526
  nChanged 12
		SP:Iteration 22Q (46247.640000 sec): 3 clusters
  Score: Raw -123846.735356 + Penalty 2373.967683 = -121472.767673
  nChanged 14
		SP:Iteration 23Q (46247.800000 sec): 3 clusters
  Score: Raw -123860.394540 + Penalty 2373.967683 = -121486.426858
  nChanged 10
		SP:Iteration 24Q (46247.960000 sec): 3 clusters
  Score: Raw -123869.777724 + Penalty 2373.967683 = -121495.810041
  nChanged 10
		SP:Iteration 25Q (46248.120000 sec): 3 clusters
  Score: Raw -123881.419874 + Penalty 2373.967683 = -121507.452191
  nChanged 11
		SP:Iteration 26Q (46248.280000 sec): 3 clusters
  Score: Raw -123890.242646 + Penalty 2373.967683 = -121516.274963
  nChanged 6
		SP:Iteration 27Q (46248.440000 sec): 3 clusters
  Score: Raw -123894.846107 + Penalty 2373.967683 = -121520.878425
  nChanged 4
		SP:Iteration 28Q (46248.600000 sec): 3 clusters
  Score: Raw -123899.816159 + Penalty 2373.967683 = -121525.848476
  nChanged 10
		SP:Iteration 29Q (46248.760000 sec): 3 clusters
  Score: Raw -123907.306849 + Penalty 2373.967683 = -121533.339166
  nChanged 4
		SP:Iteration 30Q (46248.920000 sec): 3 clusters
  Score: Raw -123910.639441 + Penalty 2373.967683 = -121536.671759
  nChanged 4
		SP:Iteration 31Q (46249.080000 sec): 3 clusters
  Score: Raw -123912.888250 + Penalty 2373.967683 = -121538.920568
  nChanged 4
		SP:Iteration 32Q (46249.240000 sec): 3 clusters
  Score: Raw -123915.722899 + Penalty 2373.967683 = -121541.755216
  nChanged 3
		SP:Iteration 33Q (46249.400000 sec): 3 clusters
  Score: Raw -123917.522853 + Penalty 2373.967683 = -121543.555171
  nChanged 3
		SP:Iteration 34Q (46249.560000 sec): 3 clusters
  Score: Raw -123919.835067 + Penalty 2373.967683 = -121545.867384
  nChanged 2
		SP:Iteration 35Q (46249.720000 sec): 3 clusters
  Score: Raw -123921.980127 + Penalty 2373.967683 = -121548.012445
  nChanged 3
		SP:Iteration 36Q (46249.880000 sec): 3 clusters
  Score: Raw -123924.337973 + Penalty 2373.967683 = -121550.370290
  nChanged 1
		SP:Iteration 37Q (46250.040000 sec): 3 clusters
  Score: Raw -123925.539214 + Penalty 2373.967683 = -121551.571532
  nChanged 1
		SP:Iteration 38Q (46250.200000 sec): 3 clusters
  Score: Raw -123926.044393 + Penalty 2373.967683 = -121552.076710
  nChanged 0
		SP:Iteration 39F (46250.360000 sec): 3 clusters
  Score: Raw -123926.044393 + Penalty 2373.967683 = -121552.076710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46250.440000 sec): 2 clusters
  Score: Raw -6769.969449 + Penalty 762.344031 = -6007.625418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46250.600000 sec): 3 clusters
  Score: Raw -6958.296777 + Penalty 1524.688062 = -5433.608716
  nChanged 3
		SP:Iteration 1Q (46250.760000 sec): 3 clusters
  Score: Raw -6985.259725 + Penalty 1524.688062 = -5460.571663
  nChanged 1
		SP:Iteration 2Q (46250.920000 sec): 3 clusters
  Score: Raw -6988.425797 + Penalty 1524.688062 = -5463.737735
  nChanged 0
		SP:Iteration 3F (46251.080000 sec): 3 clusters
  Score: Raw -6988.425797 + Penalty 1524.688062 = -5463.737735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46251.180000 sec): 2 clusters
  Score: Raw -310689.872531 + Penalty 1340.937766 = -309348.934765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46251.340000 sec): 3 clusters
  Score: Raw -308860.993603 + Penalty 2681.875532 = -306179.118071
  nChanged 1521
		SP:Iteration 1F (46251.500000 sec): 3 clusters
  Score: Raw -309989.008126 + Penalty 2681.875532 = -307307.132594
  nChanged 412
		SP:Iteration 2F (46251.660000 sec): 3 clusters
  Score: Raw -310398.002648 + Penalty 2681.875532 = -307716.127116
  nChanged 287
		SP:Iteration 3F (46251.820000 sec): 3 clusters
  Score: Raw -310674.108320 + Penalty 2681.875532 = -307992.232788
  nChanged 229
		SP:Iteration 4F (46251.980000 sec): 3 clusters
  Score: Raw -310890.679779 + Penalty 2681.875532 = -308208.804247
  nChanged 165
		SP:Iteration 5Q (46252.140000 sec): 3 clusters
  Score: Raw -311026.038913 + Penalty 2681.875532 = -308344.163381
  nChanged 130
		SP:Iteration 6Q (46252.300000 sec): 3 clusters
  Score: Raw -311097.919373 + Penalty 2681.875532 = -308416.043841
  nChanged 93
		SP:Iteration 7Q (46252.460000 sec): 3 clusters
  Score: Raw -311143.516854 + Penalty 2681.875532 = -308461.641322
  nChanged 51
		SP:Iteration 8Q (46252.620000 sec): 3 clusters
  Score: Raw -311163.862658 + Penalty 2681.875532 = -308481.987126
  nChanged 40
		SP:Iteration 9Q (46252.780000 sec): 3 clusters
  Score: Raw -311183.034779 + Penalty 2681.875532 = -308501.159247
  nChanged 39
		SP:Iteration 10Q (46252.940000 sec): 3 clusters
  Score: Raw -311199.093943 + Penalty 2681.875532 = -308517.218411
  nChanged 30
		SP:Iteration 11Q (46253.100000 sec): 3 clusters
  Score: Raw -311212.086498 + Penalty 2681.875532 = -308530.210966
  nChanged 25
		SP:Iteration 12Q (46253.260000 sec): 3 clusters
  Score: Raw -311221.221449 + Penalty 2681.875532 = -308539.345917
  nChanged 20
		SP:Iteration 13Q (46253.420000 sec): 3 clusters
  Score: Raw -311226.818064 + Penalty 2681.875532 = -308544.942533
  nChanged 8
		SP:Iteration 14Q (46253.580000 sec): 3 clusters
  Score: Raw -311228.817825 + Penalty 2681.875532 = -308546.942293
  nChanged 7
		SP:Iteration 15Q (46253.740000 sec): 3 clusters
  Score: Raw -311230.616529 + Penalty 2681.875532 = -308548.740997
  nChanged 6
		SP:Iteration 16Q (46253.900000 sec): 3 clusters
  Score: Raw -311232.148056 + Penalty 2681.875532 = -308550.272524
  nChanged 3
		SP:Iteration 17Q (46254.060000 sec): 3 clusters
  Score: Raw -311232.499152 + Penalty 2681.875532 = -308550.623620
  nChanged 3
		SP:Iteration 18Q (46254.220000 sec): 3 clusters
  Score: Raw -311233.086110 + Penalty 2681.875532 = -308551.210578
  nChanged 3
		SP:Iteration 19Q (46254.380000 sec): 3 clusters
  Score: Raw -311233.531585 + Penalty 2681.875532 = -308551.656053
  nChanged 2
		SP:Iteration 20F (46254.540000 sec): 3 clusters
  Score: Raw -311233.899259 + Penalty 2681.875532 = -308552.023727
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46254.610000 sec): 2 clusters
  Score: Raw -104760.821804 + Penalty 1178.918782 = -103581.903022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46254.780000 sec): 3 clusters
  Score: Raw -104255.078896 + Penalty 2357.837563 = -101897.241332
  nChanged 470
		SP:Iteration 1F (46254.930000 sec): 3 clusters
  Score: Raw -104672.479058 + Penalty 2357.837563 = -102314.641495
  nChanged 118
		SP:Iteration 2F (46255.090000 sec): 3 clusters
  Score: Raw -104790.297227 + Penalty 2357.837563 = -102432.459664
  nChanged 73
		SP:Iteration 3F (46255.250000 sec): 3 clusters
  Score: Raw -104892.199487 + Penalty 2357.837563 = -102534.361923
  nChanged 69
		SP:Iteration 4Q (46255.410000 sec): 3 clusters
  Score: Raw -104978.375648 + Penalty 2357.837563 = -102620.538085
  nChanged 52
		SP:Iteration 5Q (46255.570000 sec): 3 clusters
  Score: Raw -105037.059338 + Penalty 2357.837563 = -102679.221775
  nChanged 50
		SP:Iteration 6Q (46255.750000 sec): 3 clusters
  Score: Raw -105102.661018 + Penalty 2357.837563 = -102744.823455
  nChanged 52
		SP:Iteration 7Q (46255.920000 sec): 3 clusters
  Score: Raw -105167.429986 + Penalty 2357.837563 = -102809.592423
  nChanged 42
		SP:Iteration 8Q (46256.100000 sec): 3 clusters
  Score: Raw -105202.060066 + Penalty 2357.837563 = -102844.222503
  nChanged 20
		SP:Iteration 9Q (46256.270000 sec): 3 clusters
  Score: Raw -105226.636877 + Penalty 2357.837563 = -102868.799313
  nChanged 25
		SP:Iteration 10Q (46256.450000 sec): 3 clusters
  Score: Raw -105253.611371 + Penalty 2357.837563 = -102895.773808
  nChanged 23
		SP:Iteration 11Q (46256.630000 sec): 3 clusters
  Score: Raw -105270.942238 + Penalty 2357.837563 = -102913.104675
  nChanged 14
		SP:Iteration 12Q (46256.800000 sec): 3 clusters
  Score: Raw -105282.342285 + Penalty 2357.837563 = -102924.504722
  nChanged 9
		SP:Iteration 13Q (46256.980000 sec): 3 clusters
  Score: Raw -105288.290669 + Penalty 2357.837563 = -102930.453106
  nChanged 6
		SP:Iteration 14Q (46257.150000 sec): 3 clusters
  Score: Raw -105294.754652 + Penalty 2357.837563 = -102936.917089
  nChanged 6
		SP:Iteration 15Q (46257.330000 sec): 3 clusters
  Score: Raw -105299.756588 + Penalty 2357.837563 = -102941.919025
  nChanged 1
		SP:Iteration 16Q (46257.510000 sec): 3 clusters
  Score: Raw -105300.211595 + Penalty 2357.837563 = -102942.374032
  nChanged 1
		SP:Iteration 17Q (46257.680000 sec): 3 clusters
  Score: Raw -105300.691151 + Penalty 2357.837563 = -102942.853588
  nChanged 2
		SP:Iteration 18Q (46257.850000 sec): 3 clusters
  Score: Raw -105301.528409 + Penalty 2357.837563 = -102943.690846
  nChanged 2
		SP:Iteration 19Q (46258.030000 sec): 3 clusters
  Score: Raw -105303.267619 + Penalty 2357.837563 = -102945.430056
  nChanged 3
		SP:Iteration 20F (46258.210000 sec): 3 clusters
  Score: Raw -105304.687726 + Penalty 2357.837563 = -102946.850163
  nChanged 2
		SP:Iteration 21Q (46258.380000 sec): 3 clusters
  Score: Raw -105305.268394 + Penalty 2357.837563 = -102947.430830
  nChanged 2
		SP:Iteration 22Q (46258.560000 sec): 3 clusters
  Score: Raw -105305.840462 + Penalty 2357.837563 = -102948.002899
  nChanged 0
		SP:Iteration 23F (46258.730000 sec): 3 clusters
  Score: Raw -105305.840462 + Penalty 2357.837563 = -102948.002899
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46258.820000 sec): 2 clusters
  Score: Raw -38307.935324 + Penalty 1064.085604 = -37243.849720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46259.000000 sec): 3 clusters
  Score: Raw -38182.461417 + Penalty 2128.171208 = -36054.290209
  nChanged 194
		SP:Iteration 1F (46259.170000 sec): 3 clusters
  Score: Raw -38513.187002 + Penalty 2128.171208 = -36385.015793
  nChanged 69
		SP:Iteration 2F (46259.350000 sec): 3 clusters
  Score: Raw -38668.374228 + Penalty 2128.171208 = -36540.203020
  nChanged 30
		SP:Iteration 3Q (46259.530000 sec): 3 clusters
  Score: Raw -38729.990847 + Penalty 2128.171208 = -36601.819638
  nChanged 25
		SP:Iteration 4Q (46259.700000 sec): 3 clusters
  Score: Raw -38767.859205 + Penalty 2128.171208 = -36639.687997
  nChanged 15
		SP:Iteration 5Q (46259.880000 sec): 3 clusters
  Score: Raw -38785.220014 + Penalty 2128.171208 = -36657.048805
  nChanged 11
		SP:Iteration 6Q (46260.050000 sec): 3 clusters
  Score: Raw -38797.241809 + Penalty 2128.171208 = -36669.070600
  nChanged 5
		SP:Iteration 7Q (46260.230000 sec): 3 clusters
  Score: Raw -38806.567375 + Penalty 2128.171208 = -36678.396167
  nChanged 5
		SP:Iteration 8Q (46260.410000 sec): 3 clusters
  Score: Raw -38812.976872 + Penalty 2128.171208 = -36684.805663
  nChanged 9
		SP:Iteration 9Q (46260.580000 sec): 3 clusters
  Score: Raw -38827.563608 + Penalty 2128.171208 = -36699.392399
  nChanged 13
		SP:Iteration 10Q (46260.760000 sec): 3 clusters
  Score: Raw -38844.964059 + Penalty 2128.171208 = -36716.792851
  nChanged 7
		SP:Iteration 11Q (46260.940000 sec): 3 clusters
  Score: Raw -38851.280547 + Penalty 2128.171208 = -36723.109338
  nChanged 2
		SP:Iteration 12Q (46261.110000 sec): 3 clusters
  Score: Raw -38853.556715 + Penalty 2128.171208 = -36725.385507
  nChanged 0
		SP:Iteration 13F (46261.290000 sec): 3 clusters
  Score: Raw -38853.556715 + Penalty 2128.171208 = -36725.385507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46261.380000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46261.550000 sec): 3 clusters
  Score: Raw -41600.827777 + Penalty 2014.505583 = -39586.322194
  nChanged 119
		SP:Iteration 1F (46261.730000 sec): 3 clusters
  Score: Raw -41746.519629 + Penalty 2014.505583 = -39732.014046
  nChanged 29
		SP:Iteration 2F (46261.900000 sec): 3 clusters
  Score: Raw -41788.750891 + Penalty 2014.505583 = -39774.245308
  nChanged 15
		SP:Iteration 3Q (46262.070000 sec): 3 clusters
  Score: Raw -41806.385022 + Penalty 2014.505583 = -39791.879440
  nChanged 5
		SP:Iteration 4Q (46262.230000 sec): 3 clusters
  Score: Raw -41813.778715 + Penalty 2014.505583 = -39799.273132
  nChanged 3
		SP:Iteration 5Q (46262.390000 sec): 3 clusters
  Score: Raw -41822.902470 + Penalty 2014.505583 = -39808.396887
  nChanged 4
		SP:Iteration 6Q (46262.570000 sec): 3 clusters
  Score: Raw -41830.336895 + Penalty 2014.505583 = -39815.831312
  nChanged 3
		SP:Iteration 7Q (46262.740000 sec): 3 clusters
  Score: Raw -41833.206411 + Penalty 2014.505583 = -39818.700828
  nChanged 2
		SP:Iteration 8Q (46262.920000 sec): 3 clusters
  Score: Raw -41834.672374 + Penalty 2014.505583 = -39820.166792
  nChanged 1
		SP:Iteration 9Q (46263.100000 sec): 3 clusters
  Score: Raw -41835.637572 + Penalty 2014.505583 = -39821.131990
  nChanged 0
		SP:Iteration 10F (46263.270000 sec): 3 clusters
  Score: Raw -41835.637572 + Penalty 2014.505583 = -39821.131990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (2843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46263.390000 sec): 2 clusters
  Score: Raw -236348.162851 + Penalty 1292.299956 = -235055.862896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46263.520000 sec): 3 clusters
  Score: Raw -235045.888896 + Penalty 2584.599911 = -232461.288985
  nChanged 1068
		SP:Iteration 1F (46263.700000 sec): 3 clusters
  Score: Raw -235677.808676 + Penalty 2584.599911 = -233093.208764
  nChanged 220
		SP:Iteration 2F (46263.880000 sec): 3 clusters
  Score: Raw -235799.826153 + Penalty 2584.599911 = -233215.226242
  nChanged 124
		SP:Iteration 3Q (46264.050000 sec): 3 clusters
  Score: Raw -235875.768888 + Penalty 2584.599911 = -233291.168977
  nChanged 111
		SP:Iteration 4Q (46264.230000 sec): 3 clusters
  Score: Raw -235935.750573 + Penalty 2584.599911 = -233351.150662
  nChanged 84
		SP:Iteration 5Q (46264.400000 sec): 3 clusters
  Score: Raw -235978.552942 + Penalty 2584.599911 = -233393.953031
  nChanged 78
		SP:Iteration 6Q (46264.580000 sec): 3 clusters
  Score: Raw -236021.411442 + Penalty 2584.599911 = -233436.811531
  nChanged 62
		SP:Iteration 7Q (46264.760000 sec): 3 clusters
  Score: Raw -236047.931823 + Penalty 2584.599911 = -233463.331912
  nChanged 46
		SP:Iteration 8Q (46264.930000 sec): 3 clusters
  Score: Raw -236066.762386 + Penalty 2584.599911 = -233482.162475
  nChanged 40
		SP:Iteration 9Q (46265.110000 sec): 3 clusters
  Score: Raw -236085.227417 + Penalty 2584.599911 = -233500.627506
  nChanged 37
		SP:Iteration 10Q (46265.280000 sec): 3 clusters
  Score: Raw -236102.295525 + Penalty 2584.599911 = -233517.695614
  nChanged 41
		SP:Iteration 11Q (46265.460000 sec): 3 clusters
  Score: Raw -236118.567975 + Penalty 2584.599911 = -233533.968064
  nChanged 48
		SP:Iteration 12Q (46265.640000 sec): 3 clusters
  Score: Raw -236140.582781 + Penalty 2584.599911 = -233555.982870
  nChanged 48
		SP:Iteration 13Q (46265.810000 sec): 3 clusters
  Score: Raw -236164.944606 + Penalty 2584.599911 = -233580.344694
  nChanged 37
		SP:Iteration 14Q (46265.990000 sec): 3 clusters
  Score: Raw -236180.363453 + Penalty 2584.599911 = -233595.763541
  nChanged 30
		SP:Iteration 15Q (46266.160000 sec): 3 clusters
  Score: Raw -236193.615737 + Penalty 2584.599911 = -233609.015826
  nChanged 27
		SP:Iteration 16Q (46266.340000 sec): 3 clusters
  Score: Raw -236206.632531 + Penalty 2584.599911 = -233622.032620
  nChanged 32
		SP:Iteration 17Q (46266.510000 sec): 3 clusters
  Score: Raw -236224.512195 + Penalty 2584.599911 = -233639.912283
  nChanged 33
		SP:Iteration 18Q (46266.690000 sec): 3 clusters
  Score: Raw -236237.415261 + Penalty 2584.599911 = -233652.815350
  nChanged 25
		SP:Iteration 19Q (46266.860000 sec): 3 clusters
  Score: Raw -236251.178973 + Penalty 2584.599911 = -233666.579062
  nChanged 29
		SP:Iteration 20F (46267.040000 sec): 3 clusters
  Score: Raw -236265.839176 + Penalty 2584.599911 = -233681.239265
  nChanged 25
		SP:Iteration 21Q (46267.220000 sec): 3 clusters
  Score: Raw -236282.331755 + Penalty 2584.599911 = -233697.731844
  nChanged 22
		SP:Iteration 22Q (46267.390000 sec): 3 clusters
  Score: Raw -236292.271336 + Penalty 2584.599911 = -233707.671425
  nChanged 19
		SP:Iteration 23Q (46267.570000 sec): 3 clusters
  Score: Raw -236300.238355 + Penalty 2584.599911 = -233715.638444
  nChanged 12
		SP:Iteration 24Q (46267.740000 sec): 3 clusters
  Score: Raw -236307.126123 + Penalty 2584.599911 = -233722.526212
  nChanged 18
		SP:Iteration 25Q (46267.920000 sec): 3 clusters
  Score: Raw -236316.117056 + Penalty 2584.599911 = -233731.517144
  nChanged 21
		SP:Iteration 26Q (46268.100000 sec): 3 clusters
  Score: Raw -236329.533500 + Penalty 2584.599911 = -233744.933589
  nChanged 17
		SP:Iteration 27Q (46268.270000 sec): 3 clusters
  Score: Raw -236341.641007 + Penalty 2584.599911 = -233757.041095
  nChanged 23
		SP:Iteration 28Q (46268.450000 sec): 3 clusters
  Score: Raw -236352.383705 + Penalty 2584.599911 = -233767.783794
  nChanged 17
		SP:Iteration 29Q (46268.620000 sec): 3 clusters
  Score: Raw -236360.602849 + Penalty 2584.599911 = -233776.002937
  nChanged 17
		SP:Iteration 30Q (46268.800000 sec): 3 clusters
  Score: Raw -236370.585265 + Penalty 2584.599911 = -233785.985354
  nChanged 16
		SP:Iteration 31Q (46268.980000 sec): 3 clusters
  Score: Raw -236379.574548 + Penalty 2584.599911 = -233794.974637
  nChanged 14
		SP:Iteration 32Q (46269.150000 sec): 3 clusters
  Score: Raw -236391.561373 + Penalty 2584.599911 = -233806.961462
  nChanged 22
		SP:Iteration 33Q (46269.320000 sec): 3 clusters
  Score: Raw -236405.222023 + Penalty 2584.599911 = -233820.622112
  nChanged 17
		SP:Iteration 34Q (46269.500000 sec): 3 clusters
  Score: Raw -236418.376887 + Penalty 2584.599911 = -233833.776976
  nChanged 20
		SP:Iteration 35Q (46269.680000 sec): 3 clusters
  Score: Raw -236429.001364 + Penalty 2584.599911 = -233844.401453
  nChanged 14
		SP:Iteration 36Q (46269.860000 sec): 3 clusters
  Score: Raw -236439.779385 + Penalty 2584.599911 = -233855.179474
  nChanged 17
		SP:Iteration 37Q (46270.030000 sec): 3 clusters
  Score: Raw -236454.344211 + Penalty 2584.599911 = -233869.744299
  nChanged 25
		SP:Iteration 38Q (46270.210000 sec): 3 clusters
  Score: Raw -236473.642015 + Penalty 2584.599911 = -233889.042104
  nChanged 14
		SP:Iteration 39Q (46270.380000 sec): 3 clusters
  Score: Raw -236483.202261 + Penalty 2584.599911 = -233898.602350
  nChanged 11
		SP:Iteration 40F (46270.560000 sec): 3 clusters
  Score: Raw -236492.336488 + Penalty 2584.599911 = -233907.736576
  nChanged 12
		SP:Iteration 41Q (46270.740000 sec): 3 clusters
  Score: Raw -236501.302162 + Penalty 2584.599911 = -233916.702250
  nChanged 16
		SP:Iteration 42Q (46270.910000 sec): 3 clusters
  Score: Raw -236514.664545 + Penalty 2584.599911 = -233930.064634
  nChanged 16
		SP:Iteration 43Q (46271.090000 sec): 3 clusters
  Score: Raw -236525.543488 + Penalty 2584.599911 = -233940.943576
  nChanged 10
		SP:Iteration 44Q (46271.260000 sec): 3 clusters
  Score: Raw -236532.417918 + Penalty 2584.599911 = -233947.818006
  nChanged 8
		SP:Iteration 45Q (46271.440000 sec): 3 clusters
  Score: Raw -236537.641224 + Penalty 2584.599911 = -233953.041313
  nChanged 10
		SP:Iteration 46Q (46271.610000 sec): 3 clusters
  Score: Raw -236543.536001 + Penalty 2584.599911 = -233958.936090
  nChanged 6
		SP:Iteration 47Q (46271.790000 sec): 3 clusters
  Score: Raw -236547.549336 + Penalty 2584.599911 = -233962.949425
  nChanged 9
		SP:Iteration 48Q (46271.960000 sec): 3 clusters
  Score: Raw -236552.481935 + Penalty 2584.599911 = -233967.882023
  nChanged 6
		SP:Iteration 49Q (46272.140000 sec): 3 clusters
  Score: Raw -236555.901552 + Penalty 2584.599911 = -233971.301641
  nChanged 6
		SP:Iteration 50Q (46272.320000 sec): 3 clusters
  Score: Raw -236558.900855 + Penalty 2584.599911 = -233974.300944
  nChanged 3
		SP:Iteration 51Q (46272.490000 sec): 3 clusters
  Score: Raw -236561.223447 + Penalty 2584.599911 = -233976.623536
  nChanged 4
		SP:Iteration 52Q (46272.670000 sec): 3 clusters
  Score: Raw -236564.451682 + Penalty 2584.599911 = -233979.851770
  nChanged 2
		SP:Iteration 53Q (46272.840000 sec): 3 clusters
  Score: Raw -236566.150222 + Penalty 2584.599911 = -233981.550311
  nChanged 5
		SP:Iteration 54Q (46273.020000 sec): 3 clusters
  Score: Raw -236569.451774 + Penalty 2584.599911 = -233984.851863
  nChanged 5
		SP:Iteration 55Q (46273.200000 sec): 3 clusters
  Score: Raw -236572.536592 + Penalty 2584.599911 = -233987.936680
  nChanged 2
		SP:Iteration 56Q (46273.370000 sec): 3 clusters
  Score: Raw -236573.246667 + Penalty 2584.599911 = -233988.646756
  nChanged 2
		SP:Iteration 57Q (46273.550000 sec): 3 clusters
  Score: Raw -236574.777111 + Penalty 2584.599911 = -233990.177200
  nChanged 2
		SP:Iteration 58Q (46273.720000 sec): 3 clusters
  Score: Raw -236575.777611 + Penalty 2584.599911 = -233991.177700
  nChanged 3
		SP:Iteration 59Q (46273.900000 sec): 3 clusters
  Score: Raw -236577.780568 + Penalty 2584.599911 = -233993.180657
  nChanged 2
		SP:Iteration 60F (46274.080000 sec): 3 clusters
  Score: Raw -236579.690596 + Penalty 2584.599911 = -233995.090684
  nChanged 3
		SP:Iteration 61Q (46274.250000 sec): 3 clusters
  Score: Raw -236581.186431 + Penalty 2584.599911 = -233996.586519
  nChanged 0
		SP:Iteration 62F (46274.430000 sec): 3 clusters
  Score: Raw -236581.186431 + Penalty 2584.599911 = -233996.586519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46274.550000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46274.720000 sec): 3 clusters
  Score: Raw -476646.808005 + Penalty 2805.846857 = -473840.961148
  nChanged 2248
		SP:Iteration 1F (46274.890000 sec): 3 clusters
  Score: Raw -477794.221390 + Penalty 2805.846857 = -474988.374532
  nChanged 347
		SP:Iteration 2F (46275.060000 sec): 3 clusters
  Score: Raw -477949.258298 + Penalty 2805.846857 = -475143.411440
  nChanged 258
		SP:Iteration 3Q (46275.230000 sec): 3 clusters
  Score: Raw -478054.053782 + Penalty 2805.846857 = -475248.206925
  nChanged 207
		SP:Iteration 4Q (46275.430000 sec): 3 clusters
  Score: Raw -478142.169183 + Penalty 2805.846857 = -475336.322326
  nChanged 192
		SP:Iteration 5Q (46275.600000 sec): 3 clusters
  Score: Raw -478227.128018 + Penalty 2805.846857 = -475421.281161
  nChanged 183
		SP:Iteration 6Q (46275.740000 sec): 3 clusters
  Score: Raw -478319.495696 + Penalty 2805.846857 = -475513.648839
  nChanged 195
		SP:Iteration 7Q (46275.920000 sec): 3 clusters
  Score: Raw -478431.289657 + Penalty 2805.846857 = -475625.442800
  nChanged 215
		SP:Iteration 8Q (46276.080000 sec): 3 clusters
  Score: Raw -478550.519825 + Penalty 2805.846857 = -475744.672968
  nChanged 190
		SP:Iteration 9Q (46276.260000 sec): 3 clusters
  Score: Raw -478655.473818 + Penalty 2805.846857 = -475849.626961
  nChanged 202
		SP:Iteration 10Q (46276.450000 sec): 3 clusters
  Score: Raw -478772.896539 + Penalty 2805.846857 = -475967.049682
  nChanged 173
		SP:Iteration 11Q (46276.630000 sec): 3 clusters
  Score: Raw -478869.354213 + Penalty 2805.846857 = -476063.507356
  nChanged 167
		SP:Iteration 12Q (46276.780000 sec): 3 clusters
  Score: Raw -478957.585685 + Penalty 2805.846857 = -476151.738828
  nChanged 162
		SP:Iteration 13Q (46276.950000 sec): 3 clusters
  Score: Raw -479041.653869 + Penalty 2805.846857 = -476235.807012
  nChanged 155
		SP:Iteration 14Q (46277.130000 sec): 3 clusters
  Score: Raw -479118.898163 + Penalty 2805.846857 = -476313.051306
  nChanged 126
		SP:Iteration 15Q (46277.300000 sec): 3 clusters
  Score: Raw -479178.049569 + Penalty 2805.846857 = -476372.202712
  nChanged 122
		SP:Iteration 16Q (46277.500000 sec): 3 clusters
  Score: Raw -479242.870965 + Penalty 2805.846857 = -476437.024108
  nChanged 128
		SP:Iteration 17Q (46277.660000 sec): 3 clusters
  Score: Raw -479306.281010 + Penalty 2805.846857 = -476500.434152
  nChanged 113
		SP:Iteration 18Q (46277.880000 sec): 3 clusters
  Score: Raw -479352.117341 + Penalty 2805.846857 = -476546.270484
  nChanged 90
		SP:Iteration 19Q (46278.090000 sec): 3 clusters
  Score: Raw -479382.784473 + Penalty 2805.846857 = -476576.937615
  nChanged 73
		SP:Iteration 20F (46278.260000 sec): 3 clusters
  Score: Raw -479409.057315 + Penalty 2805.846857 = -476603.210458
  nChanged 62
		SP:Iteration 21Q (46278.440000 sec): 3 clusters
  Score: Raw -479429.436313 + Penalty 2805.846857 = -476623.589456
  nChanged 62
		SP:Iteration 22Q (46278.620000 sec): 3 clusters
  Score: Raw -479452.625233 + Penalty 2805.846857 = -476646.778375
  nChanged 60
		SP:Iteration 23Q (46278.800000 sec): 3 clusters
  Score: Raw -479471.668699 + Penalty 2805.846857 = -476665.821842
  nChanged 45
		SP:Iteration 24Q (46278.970000 sec): 3 clusters
  Score: Raw -479483.252440 + Penalty 2805.846857 = -476677.405582
  nChanged 39
		SP:Iteration 25Q (46279.100000 sec): 3 clusters
  Score: Raw -479492.145968 + Penalty 2805.846857 = -476686.299111
  nChanged 26
		SP:Iteration 26Q (46279.260000 sec): 3 clusters
  Score: Raw -479498.087289 + Penalty 2805.846857 = -476692.240432
  nChanged 25
		SP:Iteration 27Q (46279.440000 sec): 3 clusters
  Score: Raw -479504.179603 + Penalty 2805.846857 = -476698.332746
  nChanged 26
		SP:Iteration 28Q (46279.580000 sec): 3 clusters
  Score: Raw -479511.372657 + Penalty 2805.846857 = -476705.525800
  nChanged 26
		SP:Iteration 29Q (46279.720000 sec): 3 clusters
  Score: Raw -479518.764164 + Penalty 2805.846857 = -476712.917307
  nChanged 29
		SP:Iteration 30Q (46279.890000 sec): 3 clusters
  Score: Raw -479526.071681 + Penalty 2805.846857 = -476720.224824
  nChanged 21
		SP:Iteration 31Q (46280.060000 sec): 3 clusters
  Score: Raw -479531.389688 + Penalty 2805.846857 = -476725.542831
  nChanged 15
		SP:Iteration 32Q (46280.220000 sec): 3 clusters
  Score: Raw -479534.463191 + Penalty 2805.846857 = -476728.616334
  nChanged 16
		SP:Iteration 33Q (46280.380000 sec): 3 clusters
  Score: Raw -479537.468766 + Penalty 2805.846857 = -476731.621909
  nChanged 13
		SP:Iteration 34Q (46280.560000 sec): 3 clusters
  Score: Raw -479540.156493 + Penalty 2805.846857 = -476734.309636
  nChanged 9
		SP:Iteration 35Q (46280.720000 sec): 3 clusters
  Score: Raw -479541.329510 + Penalty 2805.846857 = -476735.482653
  nChanged 3
		SP:Iteration 36Q (46280.900000 sec): 3 clusters
  Score: Raw -479541.695939 + Penalty 2805.846857 = -476735.849082
  nChanged 2
		SP:Iteration 37Q (46281.040000 sec): 3 clusters
  Score: Raw -479541.870324 + Penalty 2805.846857 = -476736.023467
  nChanged 2
		SP:Iteration 38Q (46281.210000 sec): 3 clusters
  Score: Raw -479542.129503 + Penalty 2805.846857 = -476736.282645
  nChanged 1
		SP:Iteration 39Q (46281.380000 sec): 3 clusters
  Score: Raw -479542.185128 + Penalty 2805.846857 = -476736.338271
  nChanged 1
		SP:Iteration 40F (46281.550000 sec): 3 clusters
  Score: Raw -479542.215177 + Penalty 2805.846857 = -476736.368319
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46281.670000 sec): 2 clusters
  Score: Raw -841455.923004 + Penalty 1495.407841 = -839960.515163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46281.880000 sec): 3 clusters
  Score: Raw -835862.146564 + Penalty 2990.815683 = -832871.330881
  nChanged 4278
		SP:Iteration 1F (46282.090000 sec): 3 clusters
  Score: Raw -838184.816220 + Penalty 2990.815683 = -835194.000537
  nChanged 624
		SP:Iteration 2F (46282.300000 sec): 3 clusters
  Score: Raw -838483.499103 + Penalty 2990.815683 = -835492.683421
  nChanged 548
		SP:Iteration 3F (46282.570000 sec): 3 clusters
  Score: Raw -838772.628709 + Penalty 2990.815683 = -835781.813026
  nChanged 553
		SP:Iteration 4F (46282.780000 sec): 3 clusters
  Score: Raw -839114.178866 + Penalty 2990.815683 = -836123.363183
  nChanged 647
		SP:Iteration 5F (46282.990000 sec): 3 clusters
  Score: Raw -839576.709762 + Penalty 2990.815683 = -836585.894080
  nChanged 710
		SP:Iteration 6F (46283.200000 sec): 3 clusters
  Score: Raw -840145.850093 + Penalty 2990.815683 = -837155.034410
  nChanged 634
		SP:Iteration 7F (46283.390000 sec): 3 clusters
  Score: Raw -840681.748112 + Penalty 2990.815683 = -837690.932430
  nChanged 480
		SP:Iteration 8Q (46283.600000 sec): 3 clusters
  Score: Raw -841126.817343 + Penalty 2990.815683 = -838136.001660
  nChanged 308
		SP:Iteration 9Q (46283.870000 sec): 3 clusters
  Score: Raw -841475.394768 + Penalty 2990.815683 = -838484.579086
  nChanged 199
		SP:Iteration 10Q (46284.080000 sec): 3 clusters
  Score: Raw -841693.596534 + Penalty 2990.815683 = -838702.780852
  nChanged 163
		SP:Iteration 11Q (46284.300000 sec): 3 clusters
  Score: Raw -841843.929183 + Penalty 2990.815683 = -838853.113501
  nChanged 102
		SP:Iteration 12Q (46284.510000 sec): 3 clusters
  Score: Raw -841899.335088 + Penalty 2990.815683 = -838908.519406
  nChanged 60
		SP:Iteration 13Q (46284.720000 sec): 3 clusters
  Score: Raw -841918.789963 + Penalty 2990.815683 = -838927.974280
  nChanged 38
		SP:Iteration 14Q (46284.930000 sec): 3 clusters
  Score: Raw -841931.970009 + Penalty 2990.815683 = -838941.154327
  nChanged 22
		SP:Iteration 15Q (46285.220000 sec): 3 clusters
  Score: Raw -841937.801456 + Penalty 2990.815683 = -838946.985774
  nChanged 14
		SP:Iteration 16Q (46285.390000 sec): 3 clusters
  Score: Raw -841941.611386 + Penalty 2990.815683 = -838950.795704
  nChanged 13
		SP:Iteration 17Q (46285.620000 sec): 3 clusters
  Score: Raw -841946.864148 + Penalty 2990.815683 = -838956.048465
  nChanged 14
		SP:Iteration 18Q (46285.840000 sec): 3 clusters
  Score: Raw -841953.401156 + Penalty 2990.815683 = -838962.585473
  nChanged 17
		SP:Iteration 19Q (46286.070000 sec): 3 clusters
  Score: Raw -841961.188799 + Penalty 2990.815683 = -838970.373117
  nChanged 25
		SP:Iteration 20F (46286.280000 sec): 3 clusters
  Score: Raw -841971.359863 + Penalty 2990.815683 = -838980.544181
  nChanged 23
		SP:Iteration 21Q (46286.510000 sec): 3 clusters
  Score: Raw -841980.960224 + Penalty 2990.815683 = -838990.144541
  nChanged 20
		SP:Iteration 22Q (46286.720000 sec): 3 clusters
  Score: Raw -841987.336753 + Penalty 2990.815683 = -838996.521070
  nChanged 13
		SP:Iteration 23Q (46286.910000 sec): 3 clusters
  Score: Raw -841991.361027 + Penalty 2990.815683 = -839000.545345
  nChanged 12
		SP:Iteration 24Q (46287.120000 sec): 3 clusters
  Score: Raw -841994.895630 + Penalty 2990.815683 = -839004.079948
  nChanged 12
		SP:Iteration 25Q (46287.350000 sec): 3 clusters
  Score: Raw -841998.526336 + Penalty 2990.815683 = -839007.710654
  nChanged 9
		SP:Iteration 26Q (46287.560000 sec): 3 clusters
  Score: Raw -842001.797136 + Penalty 2990.815683 = -839010.981454
  nChanged 11
		SP:Iteration 27Q (46287.820000 sec): 3 clusters
  Score: Raw -842008.888174 + Penalty 2990.815683 = -839018.072491
  nChanged 14
		SP:Iteration 28Q (46288.010000 sec): 3 clusters
  Score: Raw -842015.183648 + Penalty 2990.815683 = -839024.367965
  nChanged 11
		SP:Iteration 29Q (46288.230000 sec): 3 clusters
  Score: Raw -842019.620513 + Penalty 2990.815683 = -839028.804830
  nChanged 15
		SP:Iteration 30Q (46288.480000 sec): 3 clusters
  Score: Raw -842025.594363 + Penalty 2990.815683 = -839034.778681
  nChanged 16
		SP:Iteration 31Q (46288.670000 sec): 3 clusters
  Score: Raw -842032.969338 + Penalty 2990.815683 = -839042.153655
  nChanged 12
		SP:Iteration 32Q (46288.940000 sec): 3 clusters
  Score: Raw -842038.484484 + Penalty 2990.815683 = -839047.668801
  nChanged 12
		SP:Iteration 33Q (46289.150000 sec): 3 clusters
  Score: Raw -842042.828251 + Penalty 2990.815683 = -839052.012568
  nChanged 8
		SP:Iteration 34Q (46289.360000 sec): 3 clusters
  Score: Raw -842046.496155 + Penalty 2990.815683 = -839055.680472
  nChanged 11
		SP:Iteration 35Q (46289.570000 sec): 3 clusters
  Score: Raw -842050.750936 + Penalty 2990.815683 = -839059.935253
  nChanged 6
		SP:Iteration 36Q (46289.820000 sec): 3 clusters
  Score: Raw -842052.929059 + Penalty 2990.815683 = -839062.113376
  nChanged 7
		SP:Iteration 37Q (46290.030000 sec): 3 clusters
  Score: Raw -842055.108713 + Penalty 2990.815683 = -839064.293030
  nChanged 6
		SP:Iteration 38Q (46290.250000 sec): 3 clusters
  Score: Raw -842056.623589 + Penalty 2990.815683 = -839065.807906
  nChanged 5
		SP:Iteration 39Q (46290.490000 sec): 3 clusters
  Score: Raw -842057.827632 + Penalty 2990.815683 = -839067.011950
  nChanged 3
		SP:Iteration 40F (46290.750000 sec): 3 clusters
  Score: Raw -842058.772300 + Penalty 2990.815683 = -839067.956617
  nChanged 3
		SP:Iteration 41Q (46291.000000 sec): 3 clusters
  Score: Raw -842059.281090 + Penalty 2990.815683 = -839068.465408
  nChanged 1
		SP:Iteration 42Q (46291.220000 sec): 3 clusters
  Score: Raw -842059.510169 + Penalty 2990.815683 = -839068.694486
  nChanged 1
		SP:Iteration 43Q (46291.450000 sec): 3 clusters
  Score: Raw -842059.851626 + Penalty 2990.815683 = -839069.035944
  nChanged 2
		SP:Iteration 44Q (46291.670000 sec): 3 clusters
  Score: Raw -842060.552421 + Penalty 2990.815683 = -839069.736738
  nChanged 2
		SP:Iteration 45Q (46291.930000 sec): 3 clusters
  Score: Raw -842060.830325 + Penalty 2990.815683 = -839070.014642
  nChanged 1
		SP:Iteration 46Q (46292.130000 sec): 3 clusters
  Score: Raw -842061.129795 + Penalty 2990.815683 = -839070.314112
  nChanged 0
		SP:Iteration 47F (46292.330000 sec): 3 clusters
  Score: Raw -842061.129795 + Penalty 2990.815683 = -839070.314112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46292.450000 sec): 2 clusters
  Score: Raw -197961.392113 + Penalty 1290.633864 = -196670.758250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46292.650000 sec): 3 clusters
  Score: Raw -196683.980884 + Penalty 2581.267727 = -194102.713157
  nChanged 1026
		SP:Iteration 1F (46292.800000 sec): 3 clusters
  Score: Raw -197583.433794 + Penalty 2581.267727 = -195002.166066
  nChanged 313
		SP:Iteration 2F (46292.930000 sec): 3 clusters
  Score: Raw -197925.220518 + Penalty 2581.267727 = -195343.952791
  nChanged 216
		SP:Iteration 3F (46293.090000 sec): 3 clusters
  Score: Raw -198173.016178 + Penalty 2581.267727 = -195591.748451
  nChanged 158
		SP:Iteration 4F (46293.260000 sec): 3 clusters
  Score: Raw -198361.824850 + Penalty 2581.267727 = -195780.557122
  nChanged 157
		SP:Iteration 5F (46293.440000 sec): 3 clusters
  Score: Raw -198544.074777 + Penalty 2581.267727 = -195962.807049
  nChanged 104
		SP:Iteration 6Q (46293.620000 sec): 3 clusters
  Score: Raw -198655.879296 + Penalty 2581.267727 = -196074.611569
  nChanged 80
		SP:Iteration 7Q (46293.790000 sec): 3 clusters
  Score: Raw -198728.421391 + Penalty 2581.267727 = -196147.153664
  nChanged 61
		SP:Iteration 8Q (46293.960000 sec): 3 clusters
  Score: Raw -198778.862133 + Penalty 2581.267727 = -196197.594406
  nChanged 47
		SP:Iteration 9Q (46294.140000 sec): 3 clusters
  Score: Raw -198814.988479 + Penalty 2581.267727 = -196233.720751
  nChanged 28
		SP:Iteration 10Q (46294.320000 sec): 3 clusters
  Score: Raw -198834.714872 + Penalty 2581.267727 = -196253.447145
  nChanged 28
		SP:Iteration 11Q (46294.490000 sec): 3 clusters
  Score: Raw -198850.896612 + Penalty 2581.267727 = -196269.628884
  nChanged 19
		SP:Iteration 12Q (46294.670000 sec): 3 clusters
  Score: Raw -198863.910948 + Penalty 2581.267727 = -196282.643220
  nChanged 14
		SP:Iteration 13Q (46294.840000 sec): 3 clusters
  Score: Raw -198871.147878 + Penalty 2581.267727 = -196289.880151
  nChanged 13
		SP:Iteration 14Q (46295.020000 sec): 3 clusters
  Score: Raw -198876.116151 + Penalty 2581.267727 = -196294.848424
  nChanged 7
		SP:Iteration 15Q (46295.200000 sec): 3 clusters
  Score: Raw -198878.896791 + Penalty 2581.267727 = -196297.629064
  nChanged 3
		SP:Iteration 16Q (46295.370000 sec): 3 clusters
  Score: Raw -198880.731943 + Penalty 2581.267727 = -196299.464215
  nChanged 4
		SP:Iteration 17Q (46295.550000 sec): 3 clusters
  Score: Raw -198883.457890 + Penalty 2581.267727 = -196302.190163
  nChanged 3
		SP:Iteration 18Q (46295.720000 sec): 3 clusters
  Score: Raw -198884.856326 + Penalty 2581.267727 = -196303.588599
  nChanged 1
		SP:Iteration 19Q (46295.900000 sec): 3 clusters
  Score: Raw -198885.678532 + Penalty 2581.267727 = -196304.410804
  nChanged 2
		SP:Iteration 20F (46296.080000 sec): 3 clusters
  Score: Raw -198886.412313 + Penalty 2581.267727 = -196305.144586
  nChanged 2
		SP:Iteration 21Q (46296.250000 sec): 3 clusters
  Score: Raw -198887.326850 + Penalty 2581.267727 = -196306.059123
  nChanged 2
		SP:Iteration 22Q (46296.430000 sec): 3 clusters
  Score: Raw -198888.137532 + Penalty 2581.267727 = -196306.869805
  nChanged 5
		SP:Iteration 23Q (46296.600000 sec): 3 clusters
  Score: Raw -198889.530260 + Penalty 2581.267727 = -196308.262533
  nChanged 1
		SP:Iteration 24Q (46296.780000 sec): 3 clusters
  Score: Raw -198889.905689 + Penalty 2581.267727 = -196308.637961
  nChanged 1
		SP:Iteration 25Q (46296.960000 sec): 3 clusters
  Score: Raw -198890.072376 + Penalty 2581.267727 = -196308.804649
  nChanged 0
		SP:Iteration 26F (46297.130000 sec): 3 clusters
  Score: Raw -198890.072376 + Penalty 2581.267727 = -196308.804649
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46297.280000 sec): 2 clusters
  Score: Raw -289625.773784 + Penalty 1334.410090 = -288291.363695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46297.420000 sec): 3 clusters
  Score: Raw -287827.751252 + Penalty 2668.820179 = -285158.931073
  nChanged 1449
		SP:Iteration 1F (46297.600000 sec): 3 clusters
  Score: Raw -288612.794589 + Penalty 2668.820179 = -285943.974409
  nChanged 280
		SP:Iteration 2F (46297.780000 sec): 3 clusters
  Score: Raw -288759.695079 + Penalty 2668.820179 = -286090.874900
  nChanged 183
		SP:Iteration 3Q (46297.950000 sec): 3 clusters
  Score: Raw -288850.536431 + Penalty 2668.820179 = -286181.716252
  nChanged 124
		SP:Iteration 4Q (46298.130000 sec): 3 clusters
  Score: Raw -288906.899498 + Penalty 2668.820179 = -286238.079318
  nChanged 94
		SP:Iteration 5Q (46298.300000 sec): 3 clusters
  Score: Raw -288944.502195 + Penalty 2668.820179 = -286275.682016
  nChanged 77
		SP:Iteration 6Q (46298.480000 sec): 3 clusters
  Score: Raw -288979.224880 + Penalty 2668.820179 = -286310.404701
  nChanged 80
		SP:Iteration 7Q (46298.660000 sec): 3 clusters
  Score: Raw -289014.365430 + Penalty 2668.820179 = -286345.545251
  nChanged 81
		SP:Iteration 8Q (46298.830000 sec): 3 clusters
  Score: Raw -289053.348282 + Penalty 2668.820179 = -286384.528103
  nChanged 78
		SP:Iteration 9Q (46299.000000 sec): 3 clusters
  Score: Raw -289092.174811 + Penalty 2668.820179 = -286423.354632
  nChanged 79
		SP:Iteration 10Q (46299.180000 sec): 3 clusters
  Score: Raw -289123.297863 + Penalty 2668.820179 = -286454.477684
  nChanged 65
		SP:Iteration 11Q (46299.360000 sec): 3 clusters
  Score: Raw -289151.738297 + Penalty 2668.820179 = -286482.918118
  nChanged 63
		SP:Iteration 12Q (46299.530000 sec): 3 clusters
  Score: Raw -289182.267585 + Penalty 2668.820179 = -286513.447406
  nChanged 76
		SP:Iteration 13Q (46299.710000 sec): 3 clusters
  Score: Raw -289226.361899 + Penalty 2668.820179 = -286557.541720
  nChanged 78
		SP:Iteration 14Q (46299.880000 sec): 3 clusters
  Score: Raw -289275.018472 + Penalty 2668.820179 = -286606.198293
  nChanged 97
		SP:Iteration 15Q (46300.060000 sec): 3 clusters
  Score: Raw -289330.767863 + Penalty 2668.820179 = -286661.947683
  nChanged 89
		SP:Iteration 16Q (46300.240000 sec): 3 clusters
  Score: Raw -289366.935302 + Penalty 2668.820179 = -286698.115123
  nChanged 58
		SP:Iteration 17Q (46300.410000 sec): 3 clusters
  Score: Raw -289392.494347 + Penalty 2668.820179 = -286723.674168
  nChanged 61
		SP:Iteration 18Q (46300.590000 sec): 3 clusters
  Score: Raw -289418.863577 + Penalty 2668.820179 = -286750.043398
  nChanged 53
		SP:Iteration 19Q (46300.760000 sec): 3 clusters
  Score: Raw -289440.370677 + Penalty 2668.820179 = -286771.550498
  nChanged 35
		SP:Iteration 20F (46300.940000 sec): 3 clusters
  Score: Raw -289457.330428 + Penalty 2668.820179 = -286788.510249
  nChanged 45
		SP:Iteration 21Q (46301.120000 sec): 3 clusters
  Score: Raw -289477.801239 + Penalty 2668.820179 = -286808.981060
  nChanged 40
		SP:Iteration 22Q (46301.290000 sec): 3 clusters
  Score: Raw -289491.290714 + Penalty 2668.820179 = -286822.470535
  nChanged 25
		SP:Iteration 23Q (46301.510000 sec): 3 clusters
  Score: Raw -289499.189422 + Penalty 2668.820179 = -286830.369243
  nChanged 24
		SP:Iteration 24Q (46301.650000 sec): 3 clusters
  Score: Raw -289507.104044 + Penalty 2668.820179 = -286838.283865
  nChanged 19
		SP:Iteration 25Q (46301.820000 sec): 3 clusters
  Score: Raw -289512.329764 + Penalty 2668.820179 = -286843.509584
  nChanged 14
		SP:Iteration 26Q (46302.000000 sec): 3 clusters
  Score: Raw -289517.228765 + Penalty 2668.820179 = -286848.408585
  nChanged 14
		SP:Iteration 27Q (46302.170000 sec): 3 clusters
  Score: Raw -289521.332707 + Penalty 2668.820179 = -286852.512528
  nChanged 10
		SP:Iteration 28Q (46302.350000 sec): 3 clusters
  Score: Raw -289524.843149 + Penalty 2668.820179 = -286856.022969
  nChanged 4
		SP:Iteration 29Q (46302.520000 sec): 3 clusters
  Score: Raw -289526.595977 + Penalty 2668.820179 = -286857.775798
  nChanged 4
		SP:Iteration 30Q (46302.700000 sec): 3 clusters
  Score: Raw -289527.654849 + Penalty 2668.820179 = -286858.834669
  nChanged 2
		SP:Iteration 31Q (46302.880000 sec): 3 clusters
  Score: Raw -289527.978044 + Penalty 2668.820179 = -286859.157865
  nChanged 2
		SP:Iteration 32Q (46303.050000 sec): 3 clusters
  Score: Raw -289528.534913 + Penalty 2668.820179 = -286859.714734
  nChanged 3
		SP:Iteration 33Q (46303.220000 sec): 3 clusters
  Score: Raw -289529.385054 + Penalty 2668.820179 = -286860.564875
  nChanged 5
		SP:Iteration 34Q (46303.400000 sec): 3 clusters
  Score: Raw -289530.178843 + Penalty 2668.820179 = -286861.358664
  nChanged 2
		SP:Iteration 35Q (46303.580000 sec): 3 clusters
  Score: Raw -289530.642067 + Penalty 2668.820179 = -286861.821888
  nChanged 5
		SP:Iteration 36Q (46303.750000 sec): 3 clusters
  Score: Raw -289532.458585 + Penalty 2668.820179 = -286863.638406
  nChanged 5
		SP:Iteration 37Q (46303.930000 sec): 3 clusters
  Score: Raw -289533.612785 + Penalty 2668.820179 = -286864.792606
  nChanged 5
		SP:Iteration 38Q (46304.100000 sec): 3 clusters
  Score: Raw -289534.544523 + Penalty 2668.820179 = -286865.724344
  nChanged 2
		SP:Iteration 39Q (46304.280000 sec): 3 clusters
  Score: Raw -289535.142255 + Penalty 2668.820179 = -286866.322076
  nChanged 1
		SP:Iteration 40F (46304.460000 sec): 3 clusters
  Score: Raw -289535.361501 + Penalty 2668.820179 = -286866.541322
  nChanged 2
		SP:Iteration 41Q (46304.630000 sec): 3 clusters
  Score: Raw -289535.836115 + Penalty 2668.820179 = -286867.015936
  nChanged 0
		SP:Iteration 42F (46304.810000 sec): 3 clusters
  Score: Raw -289535.836115 + Penalty 2668.820179 = -286867.015936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46304.890000 sec): 2 clusters
  Score: Raw -59064.652926 + Penalty 1080.880429 = -57983.772496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46305.070000 sec): 3 clusters
  Score: Raw -58864.128118 + Penalty 2161.760859 = -56702.367260
  nChanged 220
		SP:Iteration 1F (46305.240000 sec): 3 clusters
  Score: Raw -59107.865461 + Penalty 2161.760859 = -56946.104602
  nChanged 50
		SP:Iteration 2F (46305.420000 sec): 3 clusters
  Score: Raw -59169.585766 + Penalty 2161.760859 = -57007.824907
  nChanged 28
		SP:Iteration 3Q (46305.600000 sec): 3 clusters
  Score: Raw -59202.531116 + Penalty 2161.760859 = -57040.770257
  nChanged 17
		SP:Iteration 4Q (46305.770000 sec): 3 clusters
  Score: Raw -59219.856996 + Penalty 2161.760859 = -57058.096137
  nChanged 9
		SP:Iteration 5Q (46305.950000 sec): 3 clusters
  Score: Raw -59227.973137 + Penalty 2161.760859 = -57066.212278
  nChanged 3
		SP:Iteration 6Q (46306.120000 sec): 3 clusters
  Score: Raw -59233.105503 + Penalty 2161.760859 = -57071.344644
  nChanged 2
		SP:Iteration 7Q (46306.300000 sec): 3 clusters
  Score: Raw -59234.976162 + Penalty 2161.760859 = -57073.215303
  nChanged 2
		SP:Iteration 8Q (46306.480000 sec): 3 clusters
  Score: Raw -59236.490822 + Penalty 2161.760859 = -57074.729963
  nChanged 1
		SP:Iteration 9Q (46306.650000 sec): 3 clusters
  Score: Raw -59236.602796 + Penalty 2161.760859 = -57074.841938
  nChanged 1
		SP:Iteration 10Q (46306.830000 sec): 3 clusters
  Score: Raw -59236.909469 + Penalty 2161.760859 = -57075.148610
  nChanged 1
		SP:Iteration 11Q (46307.000000 sec): 3 clusters
  Score: Raw -59237.767115 + Penalty 2161.760859 = -57076.006256
  nChanged 1
		SP:Iteration 12Q (46307.180000 sec): 3 clusters
  Score: Raw -59239.069859 + Penalty 2161.760859 = -57077.309000
  nChanged 2
		SP:Iteration 13Q (46307.360000 sec): 3 clusters
  Score: Raw -59240.381794 + Penalty 2161.760859 = -57078.620935
  nChanged 0
		SP:Iteration 14F (46307.530000 sec): 3 clusters
  Score: Raw -59240.381794 + Penalty 2161.760859 = -57078.620935
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46307.620000 sec): 2 clusters
  Score: Raw -107078.821205 + Penalty 1167.008691 = -105911.812514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46307.800000 sec): 3 clusters
  Score: Raw -106581.018717 + Penalty 2334.017382 = -104247.001335
  nChanged 429
		SP:Iteration 1F (46307.970000 sec): 3 clusters
  Score: Raw -106931.688862 + Penalty 2334.017382 = -104597.671480
  nChanged 115
		SP:Iteration 2F (46308.150000 sec): 3 clusters
  Score: Raw -107021.492152 + Penalty 2334.017382 = -104687.474770
  nChanged 62
		SP:Iteration 3Q (46308.320000 sec): 3 clusters
  Score: Raw -107076.404553 + Penalty 2334.017382 = -104742.387171
  nChanged 47
		SP:Iteration 4Q (46308.500000 sec): 3 clusters
  Score: Raw -107117.234525 + Penalty 2334.017382 = -104783.217143
  nChanged 37
		SP:Iteration 5Q (46308.680000 sec): 3 clusters
  Score: Raw -107155.656025 + Penalty 2334.017382 = -104821.638643
  nChanged 35
		SP:Iteration 6Q (46308.850000 sec): 3 clusters
  Score: Raw -107187.468639 + Penalty 2334.017382 = -104853.451257
  nChanged 34
		SP:Iteration 7Q (46309.030000 sec): 3 clusters
  Score: Raw -107220.497450 + Penalty 2334.017382 = -104886.480068
  nChanged 35
		SP:Iteration 8Q (46309.200000 sec): 3 clusters
  Score: Raw -107250.716163 + Penalty 2334.017382 = -104916.698781
  nChanged 21
		SP:Iteration 9Q (46309.380000 sec): 3 clusters
  Score: Raw -107284.231167 + Penalty 2334.017382 = -104950.213785
  nChanged 32
		SP:Iteration 10Q (46309.560000 sec): 3 clusters
  Score: Raw -107330.822572 + Penalty 2334.017382 = -104996.805190
  nChanged 40
		SP:Iteration 11Q (46309.730000 sec): 3 clusters
  Score: Raw -107393.870668 + Penalty 2334.017382 = -105059.853286
  nChanged 43
		SP:Iteration 12Q (46309.910000 sec): 3 clusters
  Score: Raw -107451.939098 + Penalty 2334.017382 = -105117.921716
  nChanged 34
		SP:Iteration 13Q (46310.080000 sec): 3 clusters
  Score: Raw -107492.849796 + Penalty 2334.017382 = -105158.832414
  nChanged 26
		SP:Iteration 14Q (46310.260000 sec): 3 clusters
  Score: Raw -107520.752164 + Penalty 2334.017382 = -105186.734782
  nChanged 27
		SP:Iteration 15Q (46310.440000 sec): 3 clusters
  Score: Raw -107543.007466 + Penalty 2334.017382 = -105208.990084
  nChanged 18
		SP:Iteration 16Q (46310.610000 sec): 3 clusters
  Score: Raw -107558.867372 + Penalty 2334.017382 = -105224.849990
  nChanged 13
		SP:Iteration 17Q (46310.780000 sec): 3 clusters
  Score: Raw -107571.869945 + Penalty 2334.017382 = -105237.852563
  nChanged 9
		SP:Iteration 18Q (46310.960000 sec): 3 clusters
  Score: Raw -107577.690990 + Penalty 2334.017382 = -105243.673608
  nChanged 3
		SP:Iteration 19Q (46311.140000 sec): 3 clusters
  Score: Raw -107579.671434 + Penalty 2334.017382 = -105245.654052
  nChanged 2
		SP:Iteration 20F (46311.310000 sec): 3 clusters
  Score: Raw -107580.599709 + Penalty 2334.017382 = -105246.582327
  nChanged 2
		SP:Iteration 21Q (46311.490000 sec): 3 clusters
  Score: Raw -107582.193408 + Penalty 2334.017382 = -105248.176026
  nChanged 1
		SP:Iteration 22Q (46311.660000 sec): 3 clusters
  Score: Raw -107583.442216 + Penalty 2334.017382 = -105249.424834
  nChanged 4
		SP:Iteration 23Q (46311.840000 sec): 3 clusters
  Score: Raw -107585.639908 + Penalty 2334.017382 = -105251.622526
  nChanged 4
		SP:Iteration 24Q (46312.020000 sec): 3 clusters
  Score: Raw -107587.658196 + Penalty 2334.017382 = -105253.640814
  nChanged 3
		SP:Iteration 25Q (46312.190000 sec): 3 clusters
  Score: Raw -107588.544880 + Penalty 2334.017382 = -105254.527498
  nChanged 2
		SP:Iteration 26Q (46312.370000 sec): 3 clusters
  Score: Raw -107590.123212 + Penalty 2334.017382 = -105256.105830
  nChanged 3
		SP:Iteration 27Q (46312.540000 sec): 3 clusters
  Score: Raw -107591.534973 + Penalty 2334.017382 = -105257.517591
  nChanged 2
		SP:Iteration 28Q (46312.720000 sec): 3 clusters
  Score: Raw -107593.863222 + Penalty 2334.017382 = -105259.845840
  nChanged 4
		SP:Iteration 29Q (46312.900000 sec): 3 clusters
  Score: Raw -107597.815268 + Penalty 2334.017382 = -105263.797886
  nChanged 5
		SP:Iteration 30Q (46313.070000 sec): 3 clusters
  Score: Raw -107602.958653 + Penalty 2334.017382 = -105268.941271
  nChanged 7
		SP:Iteration 31Q (46313.250000 sec): 3 clusters
  Score: Raw -107609.983759 + Penalty 2334.017382 = -105275.966377
  nChanged 7
		SP:Iteration 32Q (46313.420000 sec): 3 clusters
  Score: Raw -107618.901125 + Penalty 2334.017382 = -105284.883743
  nChanged 14
		SP:Iteration 33Q (46313.600000 sec): 3 clusters
  Score: Raw -107638.074196 + Penalty 2334.017382 = -105304.056814
  nChanged 14
		SP:Iteration 34Q (46313.780000 sec): 3 clusters
  Score: Raw -107667.188687 + Penalty 2334.017382 = -105333.171305
  nChanged 18
		SP:Iteration 35Q (46313.950000 sec): 3 clusters
  Score: Raw -107710.702065 + Penalty 2334.017382 = -105376.684683
  nChanged 19
		SP:Iteration 36Q (46314.130000 sec): 3 clusters
  Score: Raw -107744.038989 + Penalty 2334.017382 = -105410.021607
  nChanged 18
		SP:Iteration 37Q (46314.300000 sec): 3 clusters
  Score: Raw -107769.778082 + Penalty 2334.017382 = -105435.760700
  nChanged 16
		SP:Iteration 38Q (46314.480000 sec): 3 clusters
  Score: Raw -107794.738064 + Penalty 2334.017382 = -105460.720682
  nChanged 15
		SP:Iteration 39Q (46314.660000 sec): 3 clusters
  Score: Raw -107822.922904 + Penalty 2334.017382 = -105488.905522
  nChanged 12
		SP:Iteration 40F (46314.830000 sec): 3 clusters
  Score: Raw -107848.209363 + Penalty 2334.017382 = -105514.191981
  nChanged 13
		SP:Iteration 41Q (46315.010000 sec): 3 clusters
  Score: Raw -107867.768895 + Penalty 2334.017382 = -105533.751513
  nChanged 20
		SP:Iteration 42Q (46315.180000 sec): 3 clusters
  Score: Raw -107891.192548 + Penalty 2334.017382 = -105557.175166
  nChanged 13
		SP:Iteration 43Q (46315.360000 sec): 3 clusters
  Score: Raw -107904.719645 + Penalty 2334.017382 = -105570.702263
  nChanged 10
		SP:Iteration 44Q (46315.530000 sec): 3 clusters
  Score: Raw -107914.923417 + Penalty 2334.017382 = -105580.906035
  nChanged 10
		SP:Iteration 45Q (46315.710000 sec): 3 clusters
  Score: Raw -107929.467714 + Penalty 2334.017382 = -105595.450332
  nChanged 10
		SP:Iteration 46Q (46315.880000 sec): 3 clusters
  Score: Raw -107941.900362 + Penalty 2334.017382 = -105607.882980
  nChanged 8
		SP:Iteration 47Q (46316.060000 sec): 3 clusters
  Score: Raw -107949.942863 + Penalty 2334.017382 = -105615.925481
  nChanged 11
		SP:Iteration 48Q (46316.230000 sec): 3 clusters
  Score: Raw -107963.895240 + Penalty 2334.017382 = -105629.877858
  nChanged 5
		SP:Iteration 49Q (46316.400000 sec): 3 clusters
  Score: Raw -107967.205368 + Penalty 2334.017382 = -105633.187986
  nChanged 3
		SP:Iteration 50Q (46316.580000 sec): 3 clusters
  Score: Raw -107970.046876 + Penalty 2334.017382 = -105636.029494
  nChanged 2
		SP:Iteration 51Q (46316.750000 sec): 3 clusters
  Score: Raw -107971.538164 + Penalty 2334.017382 = -105637.520782
  nChanged 1
		SP:Iteration 52Q (46316.920000 sec): 3 clusters
  Score: Raw -107971.767518 + Penalty 2334.017382 = -105637.750136
  nChanged 0
		SP:Iteration 53F (46317.070000 sec): 3 clusters
  Score: Raw -107971.767518 + Penalty 2334.017382 = -105637.750136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46317.150000 sec): 2 clusters
  Score: Raw -105646.684847 + Penalty 1177.418948 = -104469.265898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46317.310000 sec): 3 clusters
  Score: Raw -105127.304211 + Penalty 2354.837897 = -102772.466314
  nChanged 463
		SP:Iteration 1F (46317.470000 sec): 3 clusters
  Score: Raw -105520.602034 + Penalty 2354.837897 = -103165.764137
  nChanged 126
		SP:Iteration 2F (46317.640000 sec): 3 clusters
  Score: Raw -105664.890260 + Penalty 2354.837897 = -103310.052363
  nChanged 84
		SP:Iteration 3F (46317.820000 sec): 3 clusters
  Score: Raw -105759.416098 + Penalty 2354.837897 = -103404.578201
  nChanged 63
		SP:Iteration 4Q (46318.000000 sec): 3 clusters
  Score: Raw -105837.470531 + Penalty 2354.837897 = -103482.632634
  nChanged 50
		SP:Iteration 5Q (46318.170000 sec): 3 clusters
  Score: Raw -105878.448382 + Penalty 2354.837897 = -103523.610485
  nChanged 31
		SP:Iteration 6Q (46318.340000 sec): 3 clusters
  Score: Raw -105905.653259 + Penalty 2354.837897 = -103550.815362
  nChanged 25
		SP:Iteration 7Q (46318.520000 sec): 3 clusters
  Score: Raw -105937.796652 + Penalty 2354.837897 = -103582.958755
  nChanged 30
		SP:Iteration 8Q (46318.700000 sec): 3 clusters
  Score: Raw -105960.061570 + Penalty 2354.837897 = -103605.223673
  nChanged 15
		SP:Iteration 9Q (46318.920000 sec): 3 clusters
  Score: Raw -105978.859101 + Penalty 2354.837897 = -103624.021204
  nChanged 21
		SP:Iteration 10Q (46319.090000 sec): 3 clusters
  Score: Raw -105999.261578 + Penalty 2354.837897 = -103644.423681
  nChanged 15
		SP:Iteration 11Q (46319.260000 sec): 3 clusters
  Score: Raw -106009.852850 + Penalty 2354.837897 = -103655.014953
  nChanged 11
		SP:Iteration 12Q (46319.430000 sec): 3 clusters
  Score: Raw -106016.895854 + Penalty 2354.837897 = -103662.057957
  nChanged 9
		SP:Iteration 13Q (46319.590000 sec): 3 clusters
  Score: Raw -106029.023928 + Penalty 2354.837897 = -103674.186031
  nChanged 11
		SP:Iteration 14Q (46319.740000 sec): 3 clusters
  Score: Raw -106038.888470 + Penalty 2354.837897 = -103684.050573
  nChanged 7
		SP:Iteration 15Q (46319.880000 sec): 3 clusters
  Score: Raw -106044.116454 + Penalty 2354.837897 = -103689.278557
  nChanged 4
		SP:Iteration 16Q (46320.020000 sec): 3 clusters
  Score: Raw -106047.031529 + Penalty 2354.837897 = -103692.193632
  nChanged 3
		SP:Iteration 17Q (46320.160000 sec): 3 clusters
  Score: Raw -106048.863839 + Penalty 2354.837897 = -103694.025942
  nChanged 1
		SP:Iteration 18Q (46320.300000 sec): 3 clusters
  Score: Raw -106049.792559 + Penalty 2354.837897 = -103694.954662
  nChanged 1
		SP:Iteration 19Q (46320.440000 sec): 3 clusters
  Score: Raw -106050.409672 + Penalty 2354.837897 = -103695.571775
  nChanged 0
		SP:Iteration 20F (46320.580000 sec): 3 clusters
  Score: Raw -106050.409672 + Penalty 2354.837897 = -103695.571775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46320.630000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46320.780000 sec): 3 clusters
  Score: Raw -104336.199568 + Penalty 2333.275090 = -102002.924478
  nChanged 406
		SP:Iteration 1F (46320.940000 sec): 3 clusters
  Score: Raw -104663.240672 + Penalty 2333.275090 = -102329.965582
  nChanged 104
		SP:Iteration 2F (46321.100000 sec): 3 clusters
  Score: Raw -104758.244168 + Penalty 2333.275090 = -102424.969078
  nChanged 62
		SP:Iteration 3Q (46321.260000 sec): 3 clusters
  Score: Raw -104827.534717 + Penalty 2333.275090 = -102494.259626
  nChanged 55
		SP:Iteration 4Q (46321.420000 sec): 3 clusters
  Score: Raw -104893.531958 + Penalty 2333.275090 = -102560.256867
  nChanged 51
		SP:Iteration 5Q (46321.580000 sec): 3 clusters
  Score: Raw -104949.370348 + Penalty 2333.275090 = -102616.095258
  nChanged 43
		SP:Iteration 6Q (46321.740000 sec): 3 clusters
  Score: Raw -104991.642354 + Penalty 2333.275090 = -102658.367264
  nChanged 31
		SP:Iteration 7Q (46321.900000 sec): 3 clusters
  Score: Raw -105023.856100 + Penalty 2333.275090 = -102690.581010
  nChanged 26
		SP:Iteration 8Q (46322.060000 sec): 3 clusters
  Score: Raw -105043.233049 + Penalty 2333.275090 = -102709.957959
  nChanged 21
		SP:Iteration 9Q (46322.220000 sec): 3 clusters
  Score: Raw -105056.336398 + Penalty 2333.275090 = -102723.061308
  nChanged 15
		SP:Iteration 10Q (46322.380000 sec): 3 clusters
  Score: Raw -105066.814838 + Penalty 2333.275090 = -102733.539748
  nChanged 15
		SP:Iteration 11Q (46322.540000 sec): 3 clusters
  Score: Raw -105076.277732 + Penalty 2333.275090 = -102743.002642
  nChanged 16
		SP:Iteration 12Q (46322.700000 sec): 3 clusters
  Score: Raw -105086.511950 + Penalty 2333.275090 = -102753.236860
  nChanged 11
		SP:Iteration 13Q (46322.860000 sec): 3 clusters
  Score: Raw -105096.657961 + Penalty 2333.275090 = -102763.382871
  nChanged 12
		SP:Iteration 14Q (46323.020000 sec): 3 clusters
  Score: Raw -105111.518538 + Penalty 2333.275090 = -102778.243448
  nChanged 12
		SP:Iteration 15Q (46323.180000 sec): 3 clusters
  Score: Raw -105126.156521 + Penalty 2333.275090 = -102792.881431
  nChanged 15
		SP:Iteration 16Q (46323.340000 sec): 3 clusters
  Score: Raw -105140.240036 + Penalty 2333.275090 = -102806.964946
  nChanged 9
		SP:Iteration 17Q (46323.500000 sec): 3 clusters
  Score: Raw -105146.469305 + Penalty 2333.275090 = -102813.194215
  nChanged 4
		SP:Iteration 18Q (46323.660000 sec): 3 clusters
  Score: Raw -105149.690771 + Penalty 2333.275090 = -102816.415681
  nChanged 4
		SP:Iteration 19Q (46323.820000 sec): 3 clusters
  Score: Raw -105154.209481 + Penalty 2333.275090 = -102820.934391
  nChanged 3
		SP:Iteration 20F (46323.980000 sec): 3 clusters
  Score: Raw -105156.932012 + Penalty 2333.275090 = -102823.656922
  nChanged 3
		SP:Iteration 21Q (46324.140000 sec): 3 clusters
  Score: Raw -105157.827008 + Penalty 2333.275090 = -102824.551918
  nChanged 1
		SP:Iteration 22Q (46324.300000 sec): 3 clusters
  Score: Raw -105158.611108 + Penalty 2333.275090 = -102825.336018
  nChanged 2
		SP:Iteration 23Q (46324.460000 sec): 3 clusters
  Score: Raw -105163.264975 + Penalty 2333.275090 = -102829.989885
  nChanged 3
		SP:Iteration 24Q (46324.620000 sec): 3 clusters
  Score: Raw -105166.759851 + Penalty 2333.275090 = -102833.484761
  nChanged 6
		SP:Iteration 25Q (46324.780000 sec): 3 clusters
  Score: Raw -105171.653620 + Penalty 2333.275090 = -102838.378530
  nChanged 6
		SP:Iteration 26Q (46324.940000 sec): 3 clusters
  Score: Raw -105179.773797 + Penalty 2333.275090 = -102846.498707
  nChanged 5
		SP:Iteration 27Q (46325.100000 sec): 3 clusters
  Score: Raw -105183.595550 + Penalty 2333.275090 = -102850.320460
  nChanged 2
		SP:Iteration 28Q (46325.260000 sec): 3 clusters
  Score: Raw -105185.884791 + Penalty 2333.275090 = -102852.609701
  nChanged 3
		SP:Iteration 29Q (46325.420000 sec): 3 clusters
  Score: Raw -105188.078510 + Penalty 2333.275090 = -102854.803420
  nChanged 0
		SP:Iteration 30F (46325.580000 sec): 3 clusters
  Score: Raw -105188.078510 + Penalty 2333.275090 = -102854.803420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46325.710000 sec): 2 clusters
  Score: Raw -103595.045051 + Penalty 1188.506610 = -102406.538441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46325.860000 sec): 3 clusters
  Score: Raw -103046.809097 + Penalty 2377.013220 = -100669.795877
  nChanged 525
		SP:Iteration 1F (46326.020000 sec): 3 clusters
  Score: Raw -103497.909844 + Penalty 2377.013220 = -101120.896624
  nChanged 140
		SP:Iteration 2F (46326.170000 sec): 3 clusters
  Score: Raw -103647.434582 + Penalty 2377.013220 = -101270.421362
  nChanged 81
		SP:Iteration 3F (46326.330000 sec): 3 clusters
  Score: Raw -103733.803277 + Penalty 2377.013220 = -101356.790057
  nChanged 63
		SP:Iteration 4Q (46326.480000 sec): 3 clusters
  Score: Raw -103810.509607 + Penalty 2377.013220 = -101433.496387
  nChanged 57
		SP:Iteration 5Q (46326.590000 sec): 3 clusters
  Score: Raw -103877.191441 + Penalty 2377.013220 = -101500.178221
  nChanged 52
		SP:Iteration 6Q (46326.750000 sec): 3 clusters
  Score: Raw -103935.688624 + Penalty 2377.013220 = -101558.675403
  nChanged 47
		SP:Iteration 7Q (46326.910000 sec): 3 clusters
  Score: Raw -103995.175591 + Penalty 2377.013220 = -101618.162371
  nChanged 46
		SP:Iteration 8Q (46327.070000 sec): 3 clusters
  Score: Raw -104049.622726 + Penalty 2377.013220 = -101672.609505
  nChanged 41
		SP:Iteration 9Q (46327.230000 sec): 3 clusters
  Score: Raw -104088.612865 + Penalty 2377.013220 = -101711.599645
  nChanged 21
		SP:Iteration 10Q (46327.390000 sec): 3 clusters
  Score: Raw -104105.062309 + Penalty 2377.013220 = -101728.049089
  nChanged 14
		SP:Iteration 11Q (46327.550000 sec): 3 clusters
  Score: Raw -104118.886115 + Penalty 2377.013220 = -101741.872895
  nChanged 20
		SP:Iteration 12Q (46327.710000 sec): 3 clusters
  Score: Raw -104136.838589 + Penalty 2377.013220 = -101759.825368
  nChanged 16
		SP:Iteration 13Q (46327.870000 sec): 3 clusters
  Score: Raw -104149.314008 + Penalty 2377.013220 = -101772.300787
  nChanged 11
		SP:Iteration 14Q (46328.030000 sec): 3 clusters
  Score: Raw -104157.712639 + Penalty 2377.013220 = -101780.699418
  nChanged 10
		SP:Iteration 15Q (46328.190000 sec): 3 clusters
  Score: Raw -104165.901480 + Penalty 2377.013220 = -101788.888259
  nChanged 14
		SP:Iteration 16Q (46328.350000 sec): 3 clusters
  Score: Raw -104176.303788 + Penalty 2377.013220 = -101799.290567
  nChanged 9
		SP:Iteration 17Q (46328.510000 sec): 3 clusters
  Score: Raw -104182.484500 + Penalty 2377.013220 = -101805.471279
  nChanged 10
		SP:Iteration 18Q (46328.670000 sec): 3 clusters
  Score: Raw -104191.847750 + Penalty 2377.013220 = -101814.834530
  nChanged 8
		SP:Iteration 19Q (46328.830000 sec): 3 clusters
  Score: Raw -104196.079130 + Penalty 2377.013220 = -101819.065910
  nChanged 7
		SP:Iteration 20F (46328.990000 sec): 3 clusters
  Score: Raw -104204.789074 + Penalty 2377.013220 = -101827.775853
  nChanged 8
		SP:Iteration 21Q (46329.150000 sec): 3 clusters
  Score: Raw -104208.362303 + Penalty 2377.013220 = -101831.349082
  nChanged 5
		SP:Iteration 22Q (46329.310000 sec): 3 clusters
  Score: Raw -104211.263238 + Penalty 2377.013220 = -101834.250018
  nChanged 0
		SP:Iteration 23F (46329.470000 sec): 3 clusters
  Score: Raw -104211.263238 + Penalty 2377.013220 = -101834.250018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46329.540000 sec): 2 clusters
  Score: Raw -196617.235670 + Penalty 1268.852496 = -195348.383174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46329.700000 sec): 3 clusters
  Score: Raw -195444.615282 + Penalty 2537.704991 = -192906.910291
  nChanged 915
		SP:Iteration 1F (46329.860000 sec): 3 clusters
  Score: Raw -196055.514914 + Penalty 2537.704991 = -193517.809923
  nChanged 201
		SP:Iteration 2F (46330.020000 sec): 3 clusters
  Score: Raw -196193.474277 + Penalty 2537.704991 = -193655.769286
  nChanged 119
		SP:Iteration 3Q (46330.180000 sec): 3 clusters
  Score: Raw -196280.890064 + Penalty 2537.704991 = -193743.185072
  nChanged 106
		SP:Iteration 4Q (46330.340000 sec): 3 clusters
  Score: Raw -196354.346828 + Penalty 2537.704991 = -193816.641837
  nChanged 92
		SP:Iteration 5Q (46330.500000 sec): 3 clusters
  Score: Raw -196417.773654 + Penalty 2537.704991 = -193880.068663
  nChanged 90
		SP:Iteration 6Q (46330.660000 sec): 3 clusters
  Score: Raw -196474.275737 + Penalty 2537.704991 = -193936.570746
  nChanged 72
		SP:Iteration 7Q (46330.820000 sec): 3 clusters
  Score: Raw -196524.837189 + Penalty 2537.704991 = -193987.132198
  nChanged 69
		SP:Iteration 8Q (46330.980000 sec): 3 clusters
  Score: Raw -196569.998807 + Penalty 2537.704991 = -194032.293815
  nChanged 65
		SP:Iteration 9Q (46331.180000 sec): 3 clusters
  Score: Raw -196605.569475 + Penalty 2537.704991 = -194067.864483
  nChanged 49
		SP:Iteration 10Q (46331.330000 sec): 3 clusters
  Score: Raw -196639.564086 + Penalty 2537.704991 = -194101.859095
  nChanged 47
		SP:Iteration 11Q (46331.480000 sec): 3 clusters
  Score: Raw -196667.327603 + Penalty 2537.704991 = -194129.622611
  nChanged 38
		SP:Iteration 12Q (46331.580000 sec): 3 clusters
  Score: Raw -196687.824916 + Penalty 2537.704991 = -194150.119924
  nChanged 24
		SP:Iteration 13Q (46331.740000 sec): 3 clusters
  Score: Raw -196700.328216 + Penalty 2537.704991 = -194162.623224
  nChanged 28
		SP:Iteration 14Q (46331.900000 sec): 3 clusters
  Score: Raw -196714.793740 + Penalty 2537.704991 = -194177.088748
  nChanged 30
		SP:Iteration 15Q (46332.060000 sec): 3 clusters
  Score: Raw -196725.362994 + Penalty 2537.704991 = -194187.658003
  nChanged 14
		SP:Iteration 16Q (46332.220000 sec): 3 clusters
  Score: Raw -196735.048761 + Penalty 2537.704991 = -194197.343770
  nChanged 13
		SP:Iteration 17Q (46332.380000 sec): 3 clusters
  Score: Raw -196740.148911 + Penalty 2537.704991 = -194202.443920
  nChanged 14
		SP:Iteration 18Q (46332.540000 sec): 3 clusters
  Score: Raw -196745.150928 + Penalty 2537.704991 = -194207.445936
  nChanged 8
		SP:Iteration 19Q (46332.700000 sec): 3 clusters
  Score: Raw -196749.192723 + Penalty 2537.704991 = -194211.487732
  nChanged 7
		SP:Iteration 20F (46332.860000 sec): 3 clusters
  Score: Raw -196752.536506 + Penalty 2537.704991 = -194214.831515
  nChanged 6
		SP:Iteration 21Q (46333.020000 sec): 3 clusters
  Score: Raw -196753.982256 + Penalty 2537.704991 = -194216.277265
  nChanged 2
		SP:Iteration 22Q (46333.180000 sec): 3 clusters
  Score: Raw -196754.785751 + Penalty 2537.704991 = -194217.080760
  nChanged 3
		SP:Iteration 23Q (46333.340000 sec): 3 clusters
  Score: Raw -196755.476918 + Penalty 2537.704991 = -194217.771927
  nChanged 2
		SP:Iteration 24Q (46333.500000 sec): 3 clusters
  Score: Raw -196755.896092 + Penalty 2537.704991 = -194218.191101
  nChanged 2
		SP:Iteration 25Q (46333.660000 sec): 3 clusters
  Score: Raw -196756.345823 + Penalty 2537.704991 = -194218.640831
  nChanged 3
		SP:Iteration 26Q (46333.820000 sec): 3 clusters
  Score: Raw -196756.926649 + Penalty 2537.704991 = -194219.221658
  nChanged 1
		SP:Iteration 27Q (46333.980000 sec): 3 clusters
  Score: Raw -196757.189635 + Penalty 2537.704991 = -194219.484644
  nChanged 0
		SP:Iteration 28F (46334.140000 sec): 3 clusters
  Score: Raw -196757.189635 + Penalty 2537.704991 = -194219.484644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46334.220000 sec): 2 clusters
  Score: Raw -360241.338849 + Penalty 1370.388369 = -358870.950480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46334.400000 sec): 3 clusters
  Score: Raw -357911.170321 + Penalty 2740.776739 = -355170.393582
  nChanged 1872
		SP:Iteration 1F (46334.570000 sec): 3 clusters
  Score: Raw -359258.843507 + Penalty 2740.776739 = -356518.066768
  nChanged 431
		SP:Iteration 2F (46334.750000 sec): 3 clusters
  Score: Raw -359617.758640 + Penalty 2740.776739 = -356876.981901
  nChanged 324
		SP:Iteration 3F (46334.920000 sec): 3 clusters
  Score: Raw -359872.344613 + Penalty 2740.776739 = -357131.567874
  nChanged 253
		SP:Iteration 4F (46335.090000 sec): 3 clusters
  Score: Raw -360056.942852 + Penalty 2740.776739 = -357316.166113
  nChanged 197
		SP:Iteration 5Q (46335.270000 sec): 3 clusters
  Score: Raw -360206.590157 + Penalty 2740.776739 = -357465.813419
  nChanged 170
		SP:Iteration 6Q (46335.440000 sec): 3 clusters
  Score: Raw -360326.255736 + Penalty 2740.776739 = -357585.478997
  nChanged 147
		SP:Iteration 7Q (46335.610000 sec): 3 clusters
  Score: Raw -360437.296150 + Penalty 2740.776739 = -357696.519412
  nChanged 138
		SP:Iteration 8Q (46335.790000 sec): 3 clusters
  Score: Raw -360513.971938 + Penalty 2740.776739 = -357773.195199
  nChanged 94
		SP:Iteration 9Q (46335.960000 sec): 3 clusters
  Score: Raw -360558.138895 + Penalty 2740.776739 = -357817.362157
  nChanged 70
		SP:Iteration 10Q (46336.130000 sec): 3 clusters
  Score: Raw -360591.531097 + Penalty 2740.776739 = -357850.754358
  nChanged 61
		SP:Iteration 11Q (46336.310000 sec): 3 clusters
  Score: Raw -360616.706027 + Penalty 2740.776739 = -357875.929289
  nChanged 43
		SP:Iteration 12Q (46336.480000 sec): 3 clusters
  Score: Raw -360632.234355 + Penalty 2740.776739 = -357891.457616
  nChanged 33
		SP:Iteration 13Q (46336.650000 sec): 3 clusters
  Score: Raw -360642.259303 + Penalty 2740.776739 = -357901.482565
  nChanged 22
		SP:Iteration 14Q (46336.770000 sec): 3 clusters
  Score: Raw -360651.269138 + Penalty 2740.776739 = -357910.492400
  nChanged 24
		SP:Iteration 15Q (46336.960000 sec): 3 clusters
  Score: Raw -360658.994821 + Penalty 2740.776739 = -357918.218083
  nChanged 19
		SP:Iteration 16Q (46337.130000 sec): 3 clusters
  Score: Raw -360664.654972 + Penalty 2740.776739 = -357923.878234
  nChanged 17
		SP:Iteration 17Q (46337.300000 sec): 3 clusters
  Score: Raw -360669.180657 + Penalty 2740.776739 = -357928.403918
  nChanged 13
		SP:Iteration 18Q (46337.480000 sec): 3 clusters
  Score: Raw -360674.215231 + Penalty 2740.776739 = -357933.438492
  nChanged 18
		SP:Iteration 19Q (46337.650000 sec): 3 clusters
  Score: Raw -360684.327248 + Penalty 2740.776739 = -357943.550510
  nChanged 27
		SP:Iteration 20F (46337.820000 sec): 3 clusters
  Score: Raw -360694.209778 + Penalty 2740.776739 = -357953.433039
  nChanged 27
		SP:Iteration 21Q (46338.000000 sec): 3 clusters
  Score: Raw -360703.972015 + Penalty 2740.776739 = -357963.195276
  nChanged 30
		SP:Iteration 22Q (46338.170000 sec): 3 clusters
  Score: Raw -360721.270497 + Penalty 2740.776739 = -357980.493759
  nChanged 41
		SP:Iteration 23Q (46338.340000 sec): 3 clusters
  Score: Raw -360743.867147 + Penalty 2740.776739 = -358003.090408
  nChanged 35
		SP:Iteration 24Q (46338.520000 sec): 3 clusters
  Score: Raw -360768.236973 + Penalty 2740.776739 = -358027.460234
  nChanged 44
		SP:Iteration 25Q (46338.690000 sec): 3 clusters
  Score: Raw -360795.195416 + Penalty 2740.776739 = -358054.418678
  nChanged 41
		SP:Iteration 26Q (46338.860000 sec): 3 clusters
  Score: Raw -360816.462834 + Penalty 2740.776739 = -358075.686095
  nChanged 25
		SP:Iteration 27Q (46339.040000 sec): 3 clusters
  Score: Raw -360827.234390 + Penalty 2740.776739 = -358086.457652
  nChanged 21
		SP:Iteration 28Q (46339.210000 sec): 3 clusters
  Score: Raw -360837.503456 + Penalty 2740.776739 = -358096.726717
  nChanged 26
		SP:Iteration 29Q (46339.380000 sec): 3 clusters
  Score: Raw -360849.935185 + Penalty 2740.776739 = -358109.158446
  nChanged 27
		SP:Iteration 30Q (46339.550000 sec): 3 clusters
  Score: Raw -360859.190051 + Penalty 2740.776739 = -358118.413312
  nChanged 24
		SP:Iteration 31Q (46339.710000 sec): 3 clusters
  Score: Raw -360865.751827 + Penalty 2740.776739 = -358124.975088
  nChanged 18
		SP:Iteration 32Q (46339.870000 sec): 3 clusters
  Score: Raw -360871.607719 + Penalty 2740.776739 = -358130.830980
  nChanged 12
		SP:Iteration 33Q (46340.020000 sec): 3 clusters
  Score: Raw -360874.851745 + Penalty 2740.776739 = -358134.075006
  nChanged 12
		SP:Iteration 34Q (46340.180000 sec): 3 clusters
  Score: Raw -360878.078270 + Penalty 2740.776739 = -358137.301531
  nChanged 18
		SP:Iteration 35Q (46340.340000 sec): 3 clusters
  Score: Raw -360884.236606 + Penalty 2740.776739 = -358143.459867
  nChanged 15
		SP:Iteration 36Q (46340.500000 sec): 3 clusters
  Score: Raw -360888.693226 + Penalty 2740.776739 = -358147.916487
  nChanged 21
		SP:Iteration 37Q (46340.660000 sec): 3 clusters
  Score: Raw -360894.430184 + Penalty 2740.776739 = -358153.653446
  nChanged 12
		SP:Iteration 38Q (46340.820000 sec): 3 clusters
  Score: Raw -360897.709857 + Penalty 2740.776739 = -358156.933118
  nChanged 8
		SP:Iteration 39Q (46340.980000 sec): 3 clusters
  Score: Raw -360899.230445 + Penalty 2740.776739 = -358158.453706
  nChanged 6
		SP:Iteration 40F (46341.180000 sec): 3 clusters
  Score: Raw -360900.545423 + Penalty 2740.776739 = -358159.768685
  nChanged 3
		SP:Iteration 41Q (46341.310000 sec): 3 clusters
  Score: Raw -360901.436562 + Penalty 2740.776739 = -358160.659824
  nChanged 4
		SP:Iteration 42Q (46341.520000 sec): 3 clusters
  Score: Raw -360902.148301 + Penalty 2740.776739 = -358161.371563
  nChanged 6
		SP:Iteration 43Q (46341.690000 sec): 3 clusters
  Score: Raw -360904.215374 + Penalty 2740.776739 = -358163.438635
  nChanged 7
		SP:Iteration 44Q (46341.830000 sec): 3 clusters
  Score: Raw -360906.724565 + Penalty 2740.776739 = -358165.947827
  nChanged 11
		SP:Iteration 45Q (46342.040000 sec): 3 clusters
  Score: Raw -360910.455000 + Penalty 2740.776739 = -358169.678262
  nChanged 10
		SP:Iteration 46Q (46342.180000 sec): 3 clusters
  Score: Raw -360914.207787 + Penalty 2740.776739 = -358173.431048
  nChanged 13
		SP:Iteration 47Q (46342.390000 sec): 3 clusters
  Score: Raw -360918.692729 + Penalty 2740.776739 = -358177.915991
  nChanged 9
		SP:Iteration 48Q (46342.520000 sec): 3 clusters
  Score: Raw -360920.807078 + Penalty 2740.776739 = -358180.030339
  nChanged 4
		SP:Iteration 49Q (46342.720000 sec): 3 clusters
  Score: Raw -360921.737663 + Penalty 2740.776739 = -358180.960925
  nChanged 3
		SP:Iteration 50Q (46342.850000 sec): 3 clusters
  Score: Raw -360922.683547 + Penalty 2740.776739 = -358181.906808
  nChanged 3
		SP:Iteration 51Q (46343.070000 sec): 3 clusters
  Score: Raw -360923.732262 + Penalty 2740.776739 = -358182.955523
  nChanged 2
		SP:Iteration 52Q (46343.210000 sec): 3 clusters
  Score: Raw -360923.947799 + Penalty 2740.776739 = -358183.171060
  nChanged 0
		SP:Iteration 53F (46343.370000 sec): 3 clusters
  Score: Raw -360923.947799 + Penalty 2740.776739 = -358183.171060
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46343.440000 sec): 2 clusters
  Score: Raw -38479.013239 + Penalty 1002.561744 = -37476.451495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46343.600000 sec): 3 clusters
  Score: Raw -38468.146570 + Penalty 2005.123488 = -36463.023082
  nChanged 115
		SP:Iteration 1F (46343.760000 sec): 3 clusters
  Score: Raw -38667.792317 + Penalty 2005.123488 = -36662.668829
  nChanged 29
		SP:Iteration 2F (46343.920000 sec): 3 clusters
  Score: Raw -38724.555498 + Penalty 2005.123488 = -36719.432010
  nChanged 8
		SP:Iteration 3Q (46344.080000 sec): 3 clusters
  Score: Raw -38745.634598 + Penalty 2005.123488 = -36740.511110
  nChanged 13
		SP:Iteration 4Q (46344.240000 sec): 3 clusters
  Score: Raw -38768.773719 + Penalty 2005.123488 = -36763.650231
  nChanged 6
		SP:Iteration 5Q (46344.400000 sec): 3 clusters
  Score: Raw -38781.675009 + Penalty 2005.123488 = -36776.551521
  nChanged 7
		SP:Iteration 6Q (46344.560000 sec): 3 clusters
  Score: Raw -38794.781942 + Penalty 2005.123488 = -36789.658454
  nChanged 3
		SP:Iteration 7Q (46344.720000 sec): 3 clusters
  Score: Raw -38799.745436 + Penalty 2005.123488 = -36794.621948
  nChanged 3
		SP:Iteration 8Q (46344.880000 sec): 3 clusters
  Score: Raw -38807.729539 + Penalty 2005.123488 = -36802.606051
  nChanged 3
		SP:Iteration 9Q (46345.040000 sec): 3 clusters
  Score: Raw -38811.654519 + Penalty 2005.123488 = -36806.531031
  nChanged 2
		SP:Iteration 10Q (46345.200000 sec): 3 clusters
  Score: Raw -38827.853621 + Penalty 2005.123488 = -36822.730133
  nChanged 6
		SP:Iteration 11Q (46345.360000 sec): 3 clusters
  Score: Raw -38839.993476 + Penalty 2005.123488 = -36834.869988
  nChanged 6
		SP:Iteration 12Q (46345.520000 sec): 3 clusters
  Score: Raw -38853.724352 + Penalty 2005.123488 = -36848.600864
  nChanged 5
		SP:Iteration 13Q (46345.680000 sec): 3 clusters
  Score: Raw -38863.322634 + Penalty 2005.123488 = -36858.199146
  nChanged 3
		SP:Iteration 14Q (46345.840000 sec): 3 clusters
  Score: Raw -38885.663078 + Penalty 2005.123488 = -36880.539590
  nChanged 7
		SP:Iteration 15Q (46346.000000 sec): 3 clusters
  Score: Raw -38901.691778 + Penalty 2005.123488 = -36896.568290
  nChanged 2
		SP:Iteration 16Q (46346.170000 sec): 3 clusters
  Score: Raw -38905.192738 + Penalty 2005.123488 = -36900.069250
  nChanged 1
		SP:Iteration 17Q (46346.340000 sec): 3 clusters
  Score: Raw -38907.735069 + Penalty 2005.123488 = -36902.611581
  nChanged 1
		SP:Iteration 18Q (46346.510000 sec): 3 clusters
  Score: Raw -38912.585454 + Penalty 2005.123488 = -36907.461966
  nChanged 2
		SP:Iteration 19Q (46346.690000 sec): 3 clusters
  Score: Raw -38920.092788 + Penalty 2005.123488 = -36914.969300
  nChanged 2
		SP:Iteration 20F (46346.860000 sec): 3 clusters
  Score: Raw -38922.791761 + Penalty 2005.123488 = -36917.668273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46346.970000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46347.110000 sec): 3 clusters
  Score: Raw -187459.826453 + Penalty 2526.144633 = -184933.681820
  nChanged 860
		SP:Iteration 1F (46347.290000 sec): 3 clusters
  Score: Raw -188055.036282 + Penalty 2526.144633 = -185528.891650
  nChanged 199
		SP:Iteration 2F (46347.460000 sec): 3 clusters
  Score: Raw -188222.226502 + Penalty 2526.144633 = -185696.081869
  nChanged 162
		SP:Iteration 3F (46347.630000 sec): 3 clusters
  Score: Raw -188376.332307 + Penalty 2526.144633 = -185850.187674
  nChanged 149
		SP:Iteration 4F (46347.810000 sec): 3 clusters
  Score: Raw -188534.443389 + Penalty 2526.144633 = -186008.298756
  nChanged 129
		SP:Iteration 5F (46347.980000 sec): 3 clusters
  Score: Raw -188662.466880 + Penalty 2526.144633 = -186136.322247
  nChanged 87
		SP:Iteration 6Q (46348.150000 sec): 3 clusters
  Score: Raw -188748.480117 + Penalty 2526.144633 = -186222.335484
  nChanged 73
		SP:Iteration 7Q (46348.330000 sec): 3 clusters
  Score: Raw -188836.525892 + Penalty 2526.144633 = -186310.381259
  nChanged 57
		SP:Iteration 8Q (46348.500000 sec): 3 clusters
  Score: Raw -188897.365544 + Penalty 2526.144633 = -186371.220911
  nChanged 56
		SP:Iteration 9Q (46348.670000 sec): 3 clusters
  Score: Raw -188949.585631 + Penalty 2526.144633 = -186423.440999
  nChanged 46
		SP:Iteration 10Q (46348.850000 sec): 3 clusters
  Score: Raw -188990.459309 + Penalty 2526.144633 = -186464.314677
  nChanged 40
		SP:Iteration 11Q (46349.020000 sec): 3 clusters
  Score: Raw -189021.313257 + Penalty 2526.144633 = -186495.168624
  nChanged 36
		SP:Iteration 12Q (46349.190000 sec): 3 clusters
  Score: Raw -189047.822798 + Penalty 2526.144633 = -186521.678165
  nChanged 32
		SP:Iteration 13Q (46349.370000 sec): 3 clusters
  Score: Raw -189075.066911 + Penalty 2526.144633 = -186548.922278
  nChanged 34
		SP:Iteration 14Q (46349.540000 sec): 3 clusters
  Score: Raw -189104.280067 + Penalty 2526.144633 = -186578.135434
  nChanged 30
		SP:Iteration 15Q (46349.710000 sec): 3 clusters
  Score: Raw -189127.099708 + Penalty 2526.144633 = -186600.955076
  nChanged 15
		SP:Iteration 16Q (46349.890000 sec): 3 clusters
  Score: Raw -189137.129385 + Penalty 2526.144633 = -186610.984752
  nChanged 15
		SP:Iteration 17Q (46350.060000 sec): 3 clusters
  Score: Raw -189153.129824 + Penalty 2526.144633 = -186626.985191
  nChanged 15
		SP:Iteration 18Q (46350.230000 sec): 3 clusters
  Score: Raw -189166.833454 + Penalty 2526.144633 = -186640.688821
  nChanged 15
		SP:Iteration 19Q (46350.410000 sec): 3 clusters
  Score: Raw -189175.707038 + Penalty 2526.144633 = -186649.562405
  nChanged 12
		SP:Iteration 20F (46350.580000 sec): 3 clusters
  Score: Raw -189182.720847 + Penalty 2526.144633 = -186656.576214
  nChanged 14
		SP:Iteration 21Q (46350.760000 sec): 3 clusters
  Score: Raw -189190.157969 + Penalty 2526.144633 = -186664.013336
  nChanged 9
		SP:Iteration 22Q (46350.950000 sec): 3 clusters
  Score: Raw -189194.720625 + Penalty 2526.144633 = -186668.575992
  nChanged 8
		SP:Iteration 23Q (46351.100000 sec): 3 clusters
  Score: Raw -189199.559660 + Penalty 2526.144633 = -186673.415028
  nChanged 7
		SP:Iteration 24Q (46351.280000 sec): 3 clusters
  Score: Raw -189204.620683 + Penalty 2526.144633 = -186678.476050
  nChanged 11
		SP:Iteration 25Q (46351.450000 sec): 3 clusters
  Score: Raw -189210.822005 + Penalty 2526.144633 = -186684.677372
  nChanged 15
		SP:Iteration 26Q (46351.620000 sec): 3 clusters
  Score: Raw -189220.662300 + Penalty 2526.144633 = -186694.517667
  nChanged 19
		SP:Iteration 27Q (46351.800000 sec): 3 clusters
  Score: Raw -189237.972109 + Penalty 2526.144633 = -186711.827476
  nChanged 16
		SP:Iteration 28Q (46351.970000 sec): 3 clusters
  Score: Raw -189246.300777 + Penalty 2526.144633 = -186720.156144
  nChanged 7
		SP:Iteration 29Q (46352.150000 sec): 3 clusters
  Score: Raw -189251.066078 + Penalty 2526.144633 = -186724.921446
  nChanged 7
		SP:Iteration 30Q (46352.320000 sec): 3 clusters
  Score: Raw -189255.809524 + Penalty 2526.144633 = -186729.664891
  nChanged 6
		SP:Iteration 31Q (46352.490000 sec): 3 clusters
  Score: Raw -189259.303588 + Penalty 2526.144633 = -186733.158956
  nChanged 4
		SP:Iteration 32Q (46352.670000 sec): 3 clusters
  Score: Raw -189261.331543 + Penalty 2526.144633 = -186735.186910
  nChanged 4
		SP:Iteration 33Q (46352.840000 sec): 3 clusters
  Score: Raw -189262.493190 + Penalty 2526.144633 = -186736.348558
  nChanged 3
		SP:Iteration 34Q (46353.010000 sec): 3 clusters
  Score: Raw -189264.036710 + Penalty 2526.144633 = -186737.892077
  nChanged 2
		SP:Iteration 35Q (46353.190000 sec): 3 clusters
  Score: Raw -189264.902319 + Penalty 2526.144633 = -186738.757686
  nChanged 1
		SP:Iteration 36Q (46353.360000 sec): 3 clusters
  Score: Raw -189265.171204 + Penalty 2526.144633 = -186739.026571
  nChanged 2
		SP:Iteration 37Q (46353.540000 sec): 3 clusters
  Score: Raw -189265.849752 + Penalty 2526.144633 = -186739.705119
  nChanged 0
		SP:Iteration 38F (46353.710000 sec): 3 clusters
  Score: Raw -189265.849752 + Penalty 2526.144633 = -186739.705119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46353.820000 sec): 2 clusters
  Score: Raw -253913.843148 + Penalty 1304.040099 = -252609.803049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46354.000000 sec): 3 clusters
  Score: Raw -252425.733080 + Penalty 2608.080199 = -249817.652881
  nChanged 1155
		SP:Iteration 1F (46354.170000 sec): 3 clusters
  Score: Raw -253116.974447 + Penalty 2608.080199 = -250508.894248
  nChanged 258
		SP:Iteration 2F (46354.350000 sec): 3 clusters
  Score: Raw -253321.016778 + Penalty 2608.080199 = -250712.936579
  nChanged 207
		SP:Iteration 3F (46354.530000 sec): 3 clusters
  Score: Raw -253448.720304 + Penalty 2608.080199 = -250840.640105
  nChanged 142
		SP:Iteration 4Q (46354.700000 sec): 3 clusters
  Score: Raw -253542.548819 + Penalty 2608.080199 = -250934.468620
  nChanged 123
		SP:Iteration 5Q (46354.880000 sec): 3 clusters
  Score: Raw -253629.590279 + Penalty 2608.080199 = -251021.510080
  nChanged 106
		SP:Iteration 6Q (46355.050000 sec): 3 clusters
  Score: Raw -253692.235966 + Penalty 2608.080199 = -251084.155767
  nChanged 82
		SP:Iteration 7Q (46355.230000 sec): 3 clusters
  Score: Raw -253746.910420 + Penalty 2608.080199 = -251138.830221
  nChanged 95
		SP:Iteration 8Q (46355.410000 sec): 3 clusters
  Score: Raw -253813.187134 + Penalty 2608.080199 = -251205.106935
  nChanged 69
		SP:Iteration 9Q (46355.580000 sec): 3 clusters
  Score: Raw -253861.373376 + Penalty 2608.080199 = -251253.293177
  nChanged 66
		SP:Iteration 10Q (46355.750000 sec): 3 clusters
  Score: Raw -253904.073437 + Penalty 2608.080199 = -251295.993238
  nChanged 43
		SP:Iteration 11Q (46355.930000 sec): 3 clusters
  Score: Raw -253926.871983 + Penalty 2608.080199 = -251318.791784
  nChanged 31
		SP:Iteration 12Q (46356.110000 sec): 3 clusters
  Score: Raw -253941.835623 + Penalty 2608.080199 = -251333.755424
  nChanged 19
		SP:Iteration 13Q (46356.280000 sec): 3 clusters
  Score: Raw -253949.324239 + Penalty 2608.080199 = -251341.244040
  nChanged 9
		SP:Iteration 14Q (46356.460000 sec): 3 clusters
  Score: Raw -253953.650826 + Penalty 2608.080199 = -251345.570627
  nChanged 14
		SP:Iteration 15Q (46356.640000 sec): 3 clusters
  Score: Raw -253960.582562 + Penalty 2608.080199 = -251352.502363
  nChanged 12
		SP:Iteration 16Q (46356.810000 sec): 3 clusters
  Score: Raw -253967.455977 + Penalty 2608.080199 = -251359.375778
  nChanged 12
		SP:Iteration 17Q (46356.990000 sec): 3 clusters
  Score: Raw -253972.449039 + Penalty 2608.080199 = -251364.368841
  nChanged 5
		SP:Iteration 18Q (46357.160000 sec): 3 clusters
  Score: Raw -253974.275779 + Penalty 2608.080199 = -251366.195580
  nChanged 5
		SP:Iteration 19Q (46357.340000 sec): 3 clusters
  Score: Raw -253976.394826 + Penalty 2608.080199 = -251368.314627
  nChanged 8
		SP:Iteration 20F (46357.520000 sec): 3 clusters
  Score: Raw -253979.715814 + Penalty 2608.080199 = -251371.635616
  nChanged 12
		SP:Iteration 21Q (46357.690000 sec): 3 clusters
  Score: Raw -253984.789111 + Penalty 2608.080199 = -251376.708912
  nChanged 11
		SP:Iteration 22Q (46357.870000 sec): 3 clusters
  Score: Raw -253989.616191 + Penalty 2608.080199 = -251381.535992
  nChanged 10
		SP:Iteration 23Q (46358.040000 sec): 3 clusters
  Score: Raw -253994.115983 + Penalty 2608.080199 = -251386.035785
  nChanged 6
		SP:Iteration 24Q (46358.210000 sec): 3 clusters
  Score: Raw -253997.603196 + Penalty 2608.080199 = -251389.522997
  nChanged 9
		SP:Iteration 25Q (46358.390000 sec): 3 clusters
  Score: Raw -254001.338941 + Penalty 2608.080199 = -251393.258742
  nChanged 4
		SP:Iteration 26Q (46358.560000 sec): 3 clusters
  Score: Raw -254002.435876 + Penalty 2608.080199 = -251394.355677
  nChanged 3
		SP:Iteration 27Q (46358.740000 sec): 3 clusters
  Score: Raw -254003.922220 + Penalty 2608.080199 = -251395.842021
  nChanged 3
		SP:Iteration 28Q (46358.920000 sec): 3 clusters
  Score: Raw -254005.191693 + Penalty 2608.080199 = -251397.111494
  nChanged 1
		SP:Iteration 29Q (46359.090000 sec): 3 clusters
  Score: Raw -254005.456791 + Penalty 2608.080199 = -251397.376592
  nChanged 0
		SP:Iteration 30F (46359.270000 sec): 3 clusters
  Score: Raw -254005.456791 + Penalty 2608.080199 = -251397.376592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46359.360000 sec): 2 clusters
  Score: Raw -257648.243542 + Penalty 1333.303589 = -256314.939953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46359.540000 sec): 3 clusters
  Score: Raw -255833.265997 + Penalty 2666.607179 = -253166.658819
  nChanged 1432
		SP:Iteration 1F (46359.720000 sec): 3 clusters
  Score: Raw -256724.975098 + Penalty 2666.607179 = -254058.367920
  nChanged 318
		SP:Iteration 2F (46359.890000 sec): 3 clusters
  Score: Raw -256981.695216 + Penalty 2666.607179 = -254315.088038
  nChanged 243
		SP:Iteration 3F (46360.070000 sec): 3 clusters
  Score: Raw -257160.060065 + Penalty 2666.607179 = -254493.452886
  nChanged 179
		SP:Iteration 4Q (46360.240000 sec): 3 clusters
  Score: Raw -257282.428462 + Penalty 2666.607179 = -254615.821284
  nChanged 159
		SP:Iteration 5Q (46360.420000 sec): 3 clusters
  Score: Raw -257377.898392 + Penalty 2666.607179 = -254711.291213
  nChanged 111
		SP:Iteration 6Q (46360.600000 sec): 3 clusters
  Score: Raw -257438.698709 + Penalty 2666.607179 = -254772.091531
  nChanged 95
		SP:Iteration 7Q (46360.770000 sec): 3 clusters
  Score: Raw -257495.401912 + Penalty 2666.607179 = -254828.794733
  nChanged 82
		SP:Iteration 8Q (46360.950000 sec): 3 clusters
  Score: Raw -257538.058614 + Penalty 2666.607179 = -254871.451436
  nChanged 61
		SP:Iteration 9Q (46361.120000 sec): 3 clusters
  Score: Raw -257562.090988 + Penalty 2666.607179 = -254895.483809
  nChanged 56
		SP:Iteration 10Q (46361.300000 sec): 3 clusters
  Score: Raw -257580.896073 + Penalty 2666.607179 = -254914.288894
  nChanged 45
		SP:Iteration 11Q (46361.480000 sec): 3 clusters
  Score: Raw -257593.372275 + Penalty 2666.607179 = -254926.765096
  nChanged 22
		SP:Iteration 12Q (46361.650000 sec): 3 clusters
  Score: Raw -257600.589010 + Penalty 2666.607179 = -254933.981831
  nChanged 20
		SP:Iteration 13Q (46361.830000 sec): 3 clusters
  Score: Raw -257607.303201 + Penalty 2666.607179 = -254940.696022
  nChanged 17
		SP:Iteration 14Q (46362.000000 sec): 3 clusters
  Score: Raw -257610.913108 + Penalty 2666.607179 = -254944.305929
  nChanged 14
		SP:Iteration 15Q (46362.180000 sec): 3 clusters
  Score: Raw -257614.514384 + Penalty 2666.607179 = -254947.907205
  nChanged 15
		SP:Iteration 16Q (46362.360000 sec): 3 clusters
  Score: Raw -257618.959620 + Penalty 2666.607179 = -254952.352441
  nChanged 16
		SP:Iteration 17Q (46362.530000 sec): 3 clusters
  Score: Raw -257623.654551 + Penalty 2666.607179 = -254957.047372
  nChanged 21
		SP:Iteration 18Q (46362.710000 sec): 3 clusters
  Score: Raw -257628.913488 + Penalty 2666.607179 = -254962.306309
  nChanged 15
		SP:Iteration 19Q (46362.880000 sec): 3 clusters
  Score: Raw -257633.410385 + Penalty 2666.607179 = -254966.803206
  nChanged 15
		SP:Iteration 20F (46363.060000 sec): 3 clusters
  Score: Raw -257638.598675 + Penalty 2666.607179 = -254971.991496
  nChanged 14
		SP:Iteration 21Q (46363.240000 sec): 3 clusters
  Score: Raw -257643.332732 + Penalty 2666.607179 = -254976.725553
  nChanged 16
		SP:Iteration 22Q (46363.410000 sec): 3 clusters
  Score: Raw -257647.635953 + Penalty 2666.607179 = -254981.028774
  nChanged 13
		SP:Iteration 23Q (46363.590000 sec): 3 clusters
  Score: Raw -257651.182265 + Penalty 2666.607179 = -254984.575087
  nChanged 14
		SP:Iteration 24Q (46363.760000 sec): 3 clusters
  Score: Raw -257654.836669 + Penalty 2666.607179 = -254988.229490
  nChanged 14
		SP:Iteration 25Q (46363.940000 sec): 3 clusters
  Score: Raw -257659.618231 + Penalty 2666.607179 = -254993.011052
  nChanged 16
		SP:Iteration 26Q (46364.120000 sec): 3 clusters
  Score: Raw -257664.556462 + Penalty 2666.607179 = -254997.949283
  nChanged 14
		SP:Iteration 27Q (46364.290000 sec): 3 clusters
  Score: Raw -257668.264492 + Penalty 2666.607179 = -255001.657314
  nChanged 14
		SP:Iteration 28Q (46364.470000 sec): 3 clusters
  Score: Raw -257672.301416 + Penalty 2666.607179 = -255005.694238
  nChanged 16
		SP:Iteration 29Q (46364.640000 sec): 3 clusters
  Score: Raw -257676.983627 + Penalty 2666.607179 = -255010.376448
  nChanged 16
		SP:Iteration 30Q (46364.820000 sec): 3 clusters
  Score: Raw -257682.852759 + Penalty 2666.607179 = -255016.245580
  nChanged 17
		SP:Iteration 31Q (46365.000000 sec): 3 clusters
  Score: Raw -257687.800077 + Penalty 2666.607179 = -255021.192899
  nChanged 15
		SP:Iteration 32Q (46365.170000 sec): 3 clusters
  Score: Raw -257692.329797 + Penalty 2666.607179 = -255025.722619
  nChanged 14
		SP:Iteration 33Q (46365.340000 sec): 3 clusters
  Score: Raw -257698.259554 + Penalty 2666.607179 = -255031.652375
  nChanged 16
		SP:Iteration 34Q (46365.520000 sec): 3 clusters
  Score: Raw -257702.969000 + Penalty 2666.607179 = -255036.361821
  nChanged 17
		SP:Iteration 35Q (46365.700000 sec): 3 clusters
  Score: Raw -257708.584141 + Penalty 2666.607179 = -255041.976962
  nChanged 15
		SP:Iteration 36Q (46365.870000 sec): 3 clusters
  Score: Raw -257714.659462 + Penalty 2666.607179 = -255048.052283
  nChanged 17
		SP:Iteration 37Q (46366.050000 sec): 3 clusters
  Score: Raw -257722.042622 + Penalty 2666.607179 = -255055.435444
  nChanged 20
		SP:Iteration 38Q (46366.220000 sec): 3 clusters
  Score: Raw -257729.952302 + Penalty 2666.607179 = -255063.345123
  nChanged 25
		SP:Iteration 39Q (46366.400000 sec): 3 clusters
  Score: Raw -257739.605730 + Penalty 2666.607179 = -255072.998552
  nChanged 27
		SP:Iteration 40F (46366.580000 sec): 3 clusters
  Score: Raw -257749.791580 + Penalty 2666.607179 = -255083.184401
  nChanged 25
		SP:Iteration 41Q (46366.750000 sec): 3 clusters
  Score: Raw -257759.184140 + Penalty 2666.607179 = -255092.576961
  nChanged 33
		SP:Iteration 42Q (46366.930000 sec): 3 clusters
  Score: Raw -257773.973919 + Penalty 2666.607179 = -255107.366740
  nChanged 43
		SP:Iteration 43Q (46367.100000 sec): 3 clusters
  Score: Raw -257796.059058 + Penalty 2666.607179 = -255129.451879
  nChanged 46
		SP:Iteration 44Q (46367.280000 sec): 3 clusters
  Score: Raw -257817.740133 + Penalty 2666.607179 = -255151.132955
  nChanged 56
		SP:Iteration 45Q (46367.460000 sec): 3 clusters
  Score: Raw -257846.281336 + Penalty 2666.607179 = -255179.674158
  nChanged 64
		SP:Iteration 46Q (46367.630000 sec): 3 clusters
  Score: Raw -257886.864475 + Penalty 2666.607179 = -255220.257296
  nChanged 66
		SP:Iteration 47Q (46367.810000 sec): 3 clusters
  Score: Raw -257927.452928 + Penalty 2666.607179 = -255260.845749
  nChanged 64
		SP:Iteration 48Q (46367.980000 sec): 3 clusters
  Score: Raw -257958.677713 + Penalty 2666.607179 = -255292.070535
  nChanged 48
		SP:Iteration 49Q (46368.160000 sec): 3 clusters
  Score: Raw -257987.094218 + Penalty 2666.607179 = -255320.487039
  nChanged 50
		SP:Iteration 50Q (46368.340000 sec): 3 clusters
  Score: Raw -258018.075421 + Penalty 2666.607179 = -255351.468243
  nChanged 45
		SP:Iteration 51Q (46368.510000 sec): 3 clusters
  Score: Raw -258045.279926 + Penalty 2666.607179 = -255378.672747
  nChanged 60
		SP:Iteration 52Q (46368.690000 sec): 3 clusters
  Score: Raw -258105.604021 + Penalty 2666.607179 = -255438.996842
  nChanged 63
		SP:Iteration 53Q (46368.860000 sec): 3 clusters
  Score: Raw -258178.618542 + Penalty 2666.607179 = -255512.011363
  nChanged 53
		SP:Iteration 54Q (46369.040000 sec): 3 clusters
  Score: Raw -258217.292689 + Penalty 2666.607179 = -255550.685510
  nChanged 44
		SP:Iteration 55Q (46369.220000 sec): 3 clusters
  Score: Raw -258246.865016 + Penalty 2666.607179 = -255580.257837
  nChanged 38
		SP:Iteration 56Q (46369.390000 sec): 3 clusters
  Score: Raw -258268.912117 + Penalty 2666.607179 = -255602.304939
  nChanged 29
		SP:Iteration 57Q (46369.570000 sec): 3 clusters
  Score: Raw -258285.978811 + Penalty 2666.607179 = -255619.371632
  nChanged 20
		SP:Iteration 58Q (46369.740000 sec): 3 clusters
  Score: Raw -258296.254608 + Penalty 2666.607179 = -255629.647430
  nChanged 17
		SP:Iteration 59Q (46369.920000 sec): 3 clusters
  Score: Raw -258302.695671 + Penalty 2666.607179 = -255636.088492
  nChanged 8
		SP:Iteration 60F (46370.090000 sec): 3 clusters
  Score: Raw -258304.891927 + Penalty 2666.607179 = -255638.284749
  nChanged 2
		SP:Iteration 61Q (46370.270000 sec): 3 clusters
  Score: Raw -258305.918253 + Penalty 2666.607179 = -255639.311074
  nChanged 6
		SP:Iteration 62Q (46370.440000 sec): 3 clusters
  Score: Raw -258307.726620 + Penalty 2666.607179 = -255641.119441
  nChanged 6
		SP:Iteration 63Q (46370.620000 sec): 3 clusters
  Score: Raw -258309.166180 + Penalty 2666.607179 = -255642.559001
  nChanged 4
		SP:Iteration 64Q (46370.800000 sec): 3 clusters
  Score: Raw -258310.324870 + Penalty 2666.607179 = -255643.717691
  nChanged 4
		SP:Iteration 65Q (46370.970000 sec): 3 clusters
  Score: Raw -258312.008357 + Penalty 2666.607179 = -255645.401178
  nChanged 6
		SP:Iteration 66Q (46371.150000 sec): 3 clusters
  Score: Raw -258314.669745 + Penalty 2666.607179 = -255648.062567
  nChanged 4
		SP:Iteration 67Q (46371.320000 sec): 3 clusters
  Score: Raw -258315.761039 + Penalty 2666.607179 = -255649.153861
  nChanged 3
		SP:Iteration 68Q (46371.500000 sec): 3 clusters
  Score: Raw -258316.285444 + Penalty 2666.607179 = -255649.678265
  nChanged 3
		SP:Iteration 69Q (46371.680000 sec): 3 clusters
  Score: Raw -258317.147710 + Penalty 2666.607179 = -255650.540532
  nChanged 4
		SP:Iteration 70Q (46371.850000 sec): 3 clusters
  Score: Raw -258318.167934 + Penalty 2666.607179 = -255651.560755
  nChanged 2
		SP:Iteration 71Q (46372.030000 sec): 3 clusters
  Score: Raw -258318.543786 + Penalty 2666.607179 = -255651.936608
  nChanged 0
		SP:Iteration 72F (46372.200000 sec): 3 clusters
  Score: Raw -258318.543786 + Penalty 2666.607179 = -255651.936608
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46372.290000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46372.460000 sec): 3 clusters
  Score: Raw -14473.239735 + Penalty 1712.053902 = -12761.185833
  nChanged 21
		SP:Iteration 1F (46372.640000 sec): 3 clusters
  Score: Raw -14533.319090 + Penalty 1712.053902 = -12821.265188
  nChanged 5
		SP:Iteration 2Q (46372.820000 sec): 3 clusters
  Score: Raw -14548.258312 + Penalty 1712.053902 = -12836.204411
  nChanged 4
		SP:Iteration 3Q (46372.990000 sec): 3 clusters
  Score: Raw -14563.314165 + Penalty 1712.053902 = -12851.260263
  nChanged 5
		SP:Iteration 4Q (46373.170000 sec): 3 clusters
  Score: Raw -14581.369107 + Penalty 1712.053902 = -12869.315205
  nChanged 3
		SP:Iteration 5Q (46373.340000 sec): 3 clusters
  Score: Raw -14590.026429 + Penalty 1712.053902 = -12877.972527
  nChanged 0
		SP:Iteration 6F (46373.520000 sec): 3 clusters
  Score: Raw -14590.026429 + Penalty 1712.053902 = -12877.972527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46373.600000 sec): 2 clusters
  Score: Raw -116064.446338 + Penalty 1184.228604 = -114880.217734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46373.760000 sec): 3 clusters
  Score: Raw -115500.808321 + Penalty 2368.457208 = -113132.351113
  nChanged 489
		SP:Iteration 1F (46373.930000 sec): 3 clusters
  Score: Raw -115850.500919 + Penalty 2368.457208 = -113482.043711
  nChanged 119
		SP:Iteration 2F (46374.100000 sec): 3 clusters
  Score: Raw -115955.363883 + Penalty 2368.457208 = -113586.906675
  nChanged 74
		SP:Iteration 3F (46374.280000 sec): 3 clusters
  Score: Raw -116018.470261 + Penalty 2368.457208 = -113650.013053
  nChanged 47
		SP:Iteration 4Q (46374.460000 sec): 3 clusters
  Score: Raw -116053.332800 + Penalty 2368.457208 = -113684.875592
  nChanged 27
		SP:Iteration 5Q (46374.630000 sec): 3 clusters
  Score: Raw -116076.114154 + Penalty 2368.457208 = -113707.656946
  nChanged 22
		SP:Iteration 6Q (46374.810000 sec): 3 clusters
  Score: Raw -116088.326005 + Penalty 2368.457208 = -113719.868796
  nChanged 17
		SP:Iteration 7Q (46374.980000 sec): 3 clusters
  Score: Raw -116099.482654 + Penalty 2368.457208 = -113731.025446
  nChanged 12
		SP:Iteration 8Q (46375.160000 sec): 3 clusters
  Score: Raw -116106.071761 + Penalty 2368.457208 = -113737.614553
  nChanged 12
		SP:Iteration 9Q (46375.340000 sec): 3 clusters
  Score: Raw -116111.755394 + Penalty 2368.457208 = -113743.298186
  nChanged 8
		SP:Iteration 10Q (46375.510000 sec): 3 clusters
  Score: Raw -116117.536551 + Penalty 2368.457208 = -113749.079343
  nChanged 13
		SP:Iteration 11Q (46375.690000 sec): 3 clusters
  Score: Raw -116128.129280 + Penalty 2368.457208 = -113759.672072
  nChanged 8
		SP:Iteration 12Q (46375.860000 sec): 3 clusters
  Score: Raw -116132.802291 + Penalty 2368.457208 = -113764.345083
  nChanged 8
		SP:Iteration 13Q (46376.040000 sec): 3 clusters
  Score: Raw -116137.733625 + Penalty 2368.457208 = -113769.276417
  nChanged 8
		SP:Iteration 14Q (46376.220000 sec): 3 clusters
  Score: Raw -116141.617098 + Penalty 2368.457208 = -113773.159890
  nChanged 7
		SP:Iteration 15Q (46376.390000 sec): 3 clusters
  Score: Raw -116145.985703 + Penalty 2368.457208 = -113777.528495
  nChanged 6
		SP:Iteration 16Q (46376.560000 sec): 3 clusters
  Score: Raw -116148.568778 + Penalty 2368.457208 = -113780.111569
  nChanged 3
		SP:Iteration 17Q (46376.740000 sec): 3 clusters
  Score: Raw -116149.643402 + Penalty 2368.457208 = -113781.186193
  nChanged 2
		SP:Iteration 18Q (46376.980000 sec): 3 clusters
  Score: Raw -116152.676766 + Penalty 2368.457208 = -113784.219558
  nChanged 4
		SP:Iteration 19Q (46377.110000 sec): 3 clusters
  Score: Raw -116155.556301 + Penalty 2368.457208 = -113787.099093
  nChanged 1
		SP:Iteration 20F (46377.270000 sec): 3 clusters
  Score: Raw -116156.875372 + Penalty 2368.457208 = -113788.418164
  nChanged 5
		SP:Iteration 21Q (46377.430000 sec): 3 clusters
  Score: Raw -116159.686810 + Penalty 2368.457208 = -113791.229602
  nChanged 6
		SP:Iteration 22Q (46377.590000 sec): 3 clusters
  Score: Raw -116161.611898 + Penalty 2368.457208 = -113793.154690
  nChanged 2
		SP:Iteration 23Q (46377.750000 sec): 3 clusters
  Score: Raw -116162.445839 + Penalty 2368.457208 = -113793.988631
  nChanged 2
		SP:Iteration 24Q (46377.910000 sec): 3 clusters
  Score: Raw -116163.827083 + Penalty 2368.457208 = -113795.369874
  nChanged 4
		SP:Iteration 25Q (46378.060000 sec): 3 clusters
  Score: Raw -116165.200790 + Penalty 2368.457208 = -113796.743582
  nChanged 2
		SP:Iteration 26Q (46378.220000 sec): 3 clusters
  Score: Raw -116166.336921 + Penalty 2368.457208 = -113797.879712
  nChanged 1
		SP:Iteration 27Q (46378.420000 sec): 3 clusters
  Score: Raw -116166.667380 + Penalty 2368.457208 = -113798.210172
  nChanged 1
		SP:Iteration 28Q (46378.580000 sec): 3 clusters
  Score: Raw -116166.987032 + Penalty 2368.457208 = -113798.529823
  nChanged 1
		SP:Iteration 29Q (46378.740000 sec): 3 clusters
  Score: Raw -116167.328484 + Penalty 2368.457208 = -113798.871276
  nChanged 0
		SP:Iteration 30F (46378.850000 sec): 3 clusters
  Score: Raw -116167.328484 + Penalty 2368.457208 = -113798.871276
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46378.990000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46379.270000 sec): 3 clusters
  Score: Raw -762223.444511 + Penalty 2960.631592 = -759262.812919
  nChanged 3810
		SP:Iteration 1F (46379.480000 sec): 3 clusters
  Score: Raw -764357.702274 + Penalty 2960.631592 = -761397.070682
  nChanged 685
		SP:Iteration 2F (46379.700000 sec): 3 clusters
  Score: Raw -764772.771019 + Penalty 2960.631592 = -761812.139427
  nChanged 655
		SP:Iteration 3F (46379.920000 sec): 3 clusters
  Score: Raw -765217.816685 + Penalty 2960.631592 = -762257.185093
  nChanged 610
		SP:Iteration 4F (46380.150000 sec): 3 clusters
  Score: Raw -765677.542406 + Penalty 2960.631592 = -762716.910814
  nChanged 592
		SP:Iteration 5F (46380.380000 sec): 3 clusters
  Score: Raw -766128.925421 + Penalty 2960.631592 = -763168.293828
  nChanged 502
		SP:Iteration 6F (46380.600000 sec): 3 clusters
  Score: Raw -766484.140865 + Penalty 2960.631592 = -763523.509273
  nChanged 419
		SP:Iteration 7Q (46380.830000 sec): 3 clusters
  Score: Raw -766788.788834 + Penalty 2960.631592 = -763828.157242
  nChanged 331
		SP:Iteration 8Q (46381.050000 sec): 3 clusters
  Score: Raw -767015.808198 + Penalty 2960.631592 = -764055.176606
  nChanged 243
		SP:Iteration 9Q (46381.300000 sec): 3 clusters
  Score: Raw -767160.793087 + Penalty 2960.631592 = -764200.161495
  nChanged 183
		SP:Iteration 10Q (46381.520000 sec): 3 clusters
  Score: Raw -767261.350981 + Penalty 2960.631592 = -764300.719389
  nChanged 145
		SP:Iteration 11Q (46381.710000 sec): 3 clusters
  Score: Raw -767342.159556 + Penalty 2960.631592 = -764381.527964
  nChanged 122
		SP:Iteration 12Q (46381.930000 sec): 3 clusters
  Score: Raw -767419.193692 + Penalty 2960.631592 = -764458.562100
  nChanged 105
		SP:Iteration 13Q (46382.140000 sec): 3 clusters
  Score: Raw -767474.170349 + Penalty 2960.631592 = -764513.538757
  nChanged 70
		SP:Iteration 14Q (46382.310000 sec): 3 clusters
  Score: Raw -767506.450454 + Penalty 2960.631592 = -764545.818862
  nChanged 53
		SP:Iteration 15Q (46382.560000 sec): 3 clusters
  Score: Raw -767530.375667 + Penalty 2960.631592 = -764569.744075
  nChanged 38
		SP:Iteration 16Q (46382.750000 sec): 3 clusters
  Score: Raw -767545.412915 + Penalty 2960.631592 = -764584.781323
  nChanged 31
		SP:Iteration 17Q (46382.940000 sec): 3 clusters
  Score: Raw -767557.696801 + Penalty 2960.631592 = -764597.065209
  nChanged 24
		SP:Iteration 18Q (46383.130000 sec): 3 clusters
  Score: Raw -767566.603461 + Penalty 2960.631592 = -764605.971869
  nChanged 11
		SP:Iteration 19Q (46383.340000 sec): 3 clusters
  Score: Raw -767569.577745 + Penalty 2960.631592 = -764608.946153
  nChanged 6
		SP:Iteration 20F (46383.570000 sec): 3 clusters
  Score: Raw -767571.785738 + Penalty 2960.631592 = -764611.154146
  nChanged 5
		SP:Iteration 21Q (46383.740000 sec): 3 clusters
  Score: Raw -767574.027169 + Penalty 2960.631592 = -764613.395577
  nChanged 7
		SP:Iteration 22Q (46383.910000 sec): 3 clusters
  Score: Raw -767576.382537 + Penalty 2960.631592 = -764615.750945
  nChanged 5
		SP:Iteration 23Q (46384.100000 sec): 3 clusters
  Score: Raw -767578.213595 + Penalty 2960.631592 = -764617.582003
  nChanged 7
		SP:Iteration 24Q (46384.290000 sec): 3 clusters
  Score: Raw -767579.937606 + Penalty 2960.631592 = -764619.306014
  nChanged 6
		SP:Iteration 25Q (46384.480000 sec): 3 clusters
  Score: Raw -767581.730885 + Penalty 2960.631592 = -764621.099293
  nChanged 5
		SP:Iteration 26Q (46384.670000 sec): 3 clusters
  Score: Raw -767583.953993 + Penalty 2960.631592 = -764623.322401
  nChanged 9
		SP:Iteration 27Q (46384.850000 sec): 3 clusters
  Score: Raw -767587.905320 + Penalty 2960.631592 = -764627.273728
  nChanged 9
		SP:Iteration 28Q (46385.040000 sec): 3 clusters
  Score: Raw -767592.286512 + Penalty 2960.631592 = -764631.654920
  nChanged 11
		SP:Iteration 29Q (46385.260000 sec): 3 clusters
  Score: Raw -767597.290542 + Penalty 2960.631592 = -764636.658950
  nChanged 10
		SP:Iteration 30Q (46385.450000 sec): 3 clusters
  Score: Raw -767602.123525 + Penalty 2960.631592 = -764641.491933
  nChanged 10
		SP:Iteration 31Q (46385.640000 sec): 3 clusters
  Score: Raw -767606.464523 + Penalty 2960.631592 = -764645.832931
  nChanged 10
		SP:Iteration 32Q (46385.830000 sec): 3 clusters
  Score: Raw -767610.689618 + Penalty 2960.631592 = -764650.058026
  nChanged 13
		SP:Iteration 33Q (46386.010000 sec): 3 clusters
  Score: Raw -767615.534962 + Penalty 2960.631592 = -764654.903370
  nChanged 12
		SP:Iteration 34Q (46386.240000 sec): 3 clusters
  Score: Raw -767620.063272 + Penalty 2960.631592 = -764659.431680
  nChanged 11
		SP:Iteration 35Q (46386.470000 sec): 3 clusters
  Score: Raw -767624.334648 + Penalty 2960.631592 = -764663.703056
  nChanged 11
		SP:Iteration 36Q (46386.660000 sec): 3 clusters
  Score: Raw -767628.167444 + Penalty 2960.631592 = -764667.535852
  nChanged 8
		SP:Iteration 37Q (46386.850000 sec): 3 clusters
  Score: Raw -767631.177743 + Penalty 2960.631592 = -764670.546150
  nChanged 9
		SP:Iteration 38Q (46387.100000 sec): 3 clusters
  Score: Raw -767635.025370 + Penalty 2960.631592 = -764674.393778
  nChanged 5
		SP:Iteration 39Q (46387.310000 sec): 3 clusters
  Score: Raw -767636.759324 + Penalty 2960.631592 = -764676.127732
  nChanged 5
		SP:Iteration 40F (46387.540000 sec): 3 clusters
  Score: Raw -767639.967574 + Penalty 2960.631592 = -764679.335982
  nChanged 6
		SP:Iteration 41Q (46387.730000 sec): 3 clusters
  Score: Raw -767643.214057 + Penalty 2960.631592 = -764682.582464
  nChanged 6
		SP:Iteration 42Q (46387.910000 sec): 3 clusters
  Score: Raw -767645.550487 + Penalty 2960.631592 = -764684.918895
  nChanged 4
		SP:Iteration 43Q (46388.130000 sec): 3 clusters
  Score: Raw -767646.902348 + Penalty 2960.631592 = -764686.270756
  nChanged 2
		SP:Iteration 44Q (46388.280000 sec): 3 clusters
  Score: Raw -767647.536049 + Penalty 2960.631592 = -764686.904457
  nChanged 1
		SP:Iteration 45Q (46388.470000 sec): 3 clusters
  Score: Raw -767647.767977 + Penalty 2960.631592 = -764687.136385
  nChanged 1
		SP:Iteration 46Q (46388.660000 sec): 3 clusters
  Score: Raw -767648.026307 + Penalty 2960.631592 = -764687.394715
  nChanged 1
		SP:Iteration 47Q (46388.850000 sec): 3 clusters
  Score: Raw -767648.161927 + Penalty 2960.631592 = -764687.530335
  nChanged 0
		SP:Iteration 48F (46389.080000 sec): 3 clusters
  Score: Raw -767648.161927 + Penalty 2960.631592 = -764687.530335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46389.190000 sec): 2 clusters
  Score: Raw -297853.898366 + Penalty 1345.697870 = -296508.200496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46389.360000 sec): 3 clusters
  Score: Raw -296000.853635 + Penalty 2691.395740 = -293309.457895
  nChanged 1550
		SP:Iteration 1F (46389.530000 sec): 3 clusters
  Score: Raw -297050.562371 + Penalty 2691.395740 = -294359.166631
  nChanged 357
		SP:Iteration 2F (46389.710000 sec): 3 clusters
  Score: Raw -297376.285058 + Penalty 2691.395740 = -294684.889318
  nChanged 298
		SP:Iteration 3F (46389.880000 sec): 3 clusters
  Score: Raw -297649.283593 + Penalty 2691.395740 = -294957.887853
  nChanged 243
		SP:Iteration 4F (46390.060000 sec): 3 clusters
  Score: Raw -297873.714263 + Penalty 2691.395740 = -295182.318523
  nChanged 213
		SP:Iteration 5F (46390.230000 sec): 3 clusters
  Score: Raw -298034.638191 + Penalty 2691.395740 = -295343.242451
  nChanged 164
		SP:Iteration 6Q (46390.360000 sec): 3 clusters
  Score: Raw -298151.442666 + Penalty 2691.395740 = -295460.046926
  nChanged 109
		SP:Iteration 7Q (46390.540000 sec): 3 clusters
  Score: Raw -298212.506771 + Penalty 2691.395740 = -295521.111031
  nChanged 82
		SP:Iteration 8Q (46390.720000 sec): 3 clusters
  Score: Raw -298252.575095 + Penalty 2691.395740 = -295561.179355
  nChanged 64
		SP:Iteration 9Q (46390.890000 sec): 3 clusters
  Score: Raw -298280.213467 + Penalty 2691.395740 = -295588.817727
  nChanged 50
		SP:Iteration 10Q (46391.070000 sec): 3 clusters
  Score: Raw -298301.176701 + Penalty 2691.395740 = -295609.780961
  nChanged 45
		SP:Iteration 11Q (46391.240000 sec): 3 clusters
  Score: Raw -298318.761890 + Penalty 2691.395740 = -295627.366150
  nChanged 44
		SP:Iteration 12Q (46391.420000 sec): 3 clusters
  Score: Raw -298334.528718 + Penalty 2691.395740 = -295643.132978
  nChanged 29
		SP:Iteration 13Q (46391.600000 sec): 3 clusters
  Score: Raw -298345.538234 + Penalty 2691.395740 = -295654.142494
  nChanged 22
		SP:Iteration 14Q (46391.770000 sec): 3 clusters
  Score: Raw -298353.114821 + Penalty 2691.395740 = -295661.719081
  nChanged 19
		SP:Iteration 15Q (46391.950000 sec): 3 clusters
  Score: Raw -298359.388105 + Penalty 2691.395740 = -295667.992365
  nChanged 17
		SP:Iteration 16Q (46392.120000 sec): 3 clusters
  Score: Raw -298364.433417 + Penalty 2691.395740 = -295673.037677
  nChanged 16
		SP:Iteration 17Q (46392.300000 sec): 3 clusters
  Score: Raw -298368.008599 + Penalty 2691.395740 = -295676.612859
  nChanged 7
		SP:Iteration 18Q (46392.480000 sec): 3 clusters
  Score: Raw -298369.422568 + Penalty 2691.395740 = -295678.026828
  nChanged 5
		SP:Iteration 19Q (46392.650000 sec): 3 clusters
  Score: Raw -298370.938129 + Penalty 2691.395740 = -295679.542389
  nChanged 5
		SP:Iteration 20F (46392.890000 sec): 3 clusters
  Score: Raw -298372.820794 + Penalty 2691.395740 = -295681.425054
  nChanged 10
		SP:Iteration 21Q (46393.040000 sec): 3 clusters
  Score: Raw -298377.455347 + Penalty 2691.395740 = -295686.059607
  nChanged 10
		SP:Iteration 22Q (46393.220000 sec): 3 clusters
  Score: Raw -298380.591374 + Penalty 2691.395740 = -295689.195634
  nChanged 11
		SP:Iteration 23Q (46393.390000 sec): 3 clusters
  Score: Raw -298384.292399 + Penalty 2691.395740 = -295692.896659
  nChanged 9
		SP:Iteration 24Q (46393.570000 sec): 3 clusters
  Score: Raw -298388.028619 + Penalty 2691.395740 = -295696.632879
  nChanged 11
		SP:Iteration 25Q (46393.740000 sec): 3 clusters
  Score: Raw -298390.842597 + Penalty 2691.395740 = -295699.446857
  nChanged 5
		SP:Iteration 26Q (46393.920000 sec): 3 clusters
  Score: Raw -298391.734926 + Penalty 2691.395740 = -295700.339186
  nChanged 4
		SP:Iteration 27Q (46394.100000 sec): 3 clusters
  Score: Raw -298392.771965 + Penalty 2691.395740 = -295701.376225
  nChanged 3
		SP:Iteration 28Q (46394.270000 sec): 3 clusters
  Score: Raw -298393.720599 + Penalty 2691.395740 = -295702.324859
  nChanged 3
		SP:Iteration 29Q (46394.450000 sec): 3 clusters
  Score: Raw -298394.177884 + Penalty 2691.395740 = -295702.782144
  nChanged 1
		SP:Iteration 30Q (46394.620000 sec): 3 clusters
  Score: Raw -298394.322247 + Penalty 2691.395740 = -295702.926507
  nChanged 1
		SP:Iteration 31Q (46394.800000 sec): 3 clusters
  Score: Raw -298394.964692 + Penalty 2691.395740 = -295703.568952
  nChanged 2
		SP:Iteration 32Q (46394.980000 sec): 3 clusters
  Score: Raw -298395.553223 + Penalty 2691.395740 = -295704.157483
  nChanged 2
		SP:Iteration 33Q (46395.150000 sec): 3 clusters
  Score: Raw -298396.642161 + Penalty 2691.395740 = -295705.246421
  nChanged 4
		SP:Iteration 34Q (46395.330000 sec): 3 clusters
  Score: Raw -298397.800952 + Penalty 2691.395740 = -295706.405212
  nChanged 1
		SP:Iteration 35Q (46395.500000 sec): 3 clusters
  Score: Raw -298398.218566 + Penalty 2691.395740 = -295706.822826
  nChanged 1
		SP:Iteration 36Q (46395.680000 sec): 3 clusters
  Score: Raw -298398.277433 + Penalty 2691.395740 = -295706.881693
  nChanged 0
		SP:Iteration 37F (46395.860000 sec): 3 clusters
  Score: Raw -298398.277433 + Penalty 2691.395740 = -295706.881693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46395.990000 sec): 2 clusters
  Score: Raw -37260.849835 + Penalty 1060.555415 = -36200.294420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46396.100000 sec): 3 clusters
  Score: Raw -37147.004003 + Penalty 2121.110829 = -35025.893173
  nChanged 197
		SP:Iteration 1F (46396.290000 sec): 3 clusters
  Score: Raw -37490.574067 + Penalty 2121.110829 = -35369.463238
  nChanged 65
		SP:Iteration 2F (46396.450000 sec): 3 clusters
  Score: Raw -37618.799262 + Penalty 2121.110829 = -35497.688433
  nChanged 49
		SP:Iteration 3F (46396.620000 sec): 3 clusters
  Score: Raw -37710.725801 + Penalty 2121.110829 = -35589.614972
  nChanged 25
		SP:Iteration 4Q (46396.800000 sec): 3 clusters
  Score: Raw -37765.944068 + Penalty 2121.110829 = -35644.833238
  nChanged 18
		SP:Iteration 5Q (46396.970000 sec): 3 clusters
  Score: Raw -37797.601012 + Penalty 2121.110829 = -35676.490183
  nChanged 12
		SP:Iteration 6Q (46397.150000 sec): 3 clusters
  Score: Raw -37814.483950 + Penalty 2121.110829 = -35693.373121
  nChanged 7
		SP:Iteration 7Q (46397.320000 sec): 3 clusters
  Score: Raw -37822.899640 + Penalty 2121.110829 = -35701.788811
  nChanged 2
		SP:Iteration 8Q (46397.500000 sec): 3 clusters
  Score: Raw -37826.238183 + Penalty 2121.110829 = -35705.127354
  nChanged 2
		SP:Iteration 9Q (46397.680000 sec): 3 clusters
  Score: Raw -37828.587697 + Penalty 2121.110829 = -35707.476867
  nChanged 2
		SP:Iteration 10Q (46397.840000 sec): 3 clusters
  Score: Raw -37835.645607 + Penalty 2121.110829 = -35714.534778
  nChanged 4
		SP:Iteration 11Q (46398.020000 sec): 3 clusters
  Score: Raw -37846.497012 + Penalty 2121.110829 = -35725.386182
  nChanged 3
		SP:Iteration 12Q (46398.190000 sec): 3 clusters
  Score: Raw -37850.864064 + Penalty 2121.110829 = -35729.753234
  nChanged 2
		SP:Iteration 13Q (46398.360000 sec): 3 clusters
  Score: Raw -37856.821786 + Penalty 2121.110829 = -35735.710957
  nChanged 2
		SP:Iteration 14Q (46398.530000 sec): 3 clusters
  Score: Raw -37862.958080 + Penalty 2121.110829 = -35741.847251
  nChanged 4
		SP:Iteration 15Q (46398.700000 sec): 3 clusters
  Score: Raw -37872.248639 + Penalty 2121.110829 = -35751.137809
  nChanged 3
		SP:Iteration 16Q (46398.880000 sec): 3 clusters
  Score: Raw -37876.464553 + Penalty 2121.110829 = -35755.353724
  nChanged 2
		SP:Iteration 17Q (46399.050000 sec): 3 clusters
  Score: Raw -37879.350229 + Penalty 2121.110829 = -35758.239400
  nChanged 2
		SP:Iteration 18Q (46399.230000 sec): 3 clusters
  Score: Raw -37883.219584 + Penalty 2121.110829 = -35762.108755
  nChanged 2
		SP:Iteration 19Q (46399.400000 sec): 3 clusters
  Score: Raw -37892.842762 + Penalty 2121.110829 = -35771.731932
  nChanged 5
		SP:Iteration 20F (46399.570000 sec): 3 clusters
  Score: Raw -37901.631932 + Penalty 2121.110829 = -35780.521102
  nChanged 2
		SP:Iteration 21Q (46399.750000 sec): 3 clusters
  Score: Raw -37905.268962 + Penalty 2121.110829 = -35784.158133
  nChanged 1
		SP:Iteration 22Q (46399.920000 sec): 3 clusters
  Score: Raw -37908.660658 + Penalty 2121.110829 = -35787.549828
  nChanged 1
		SP:Iteration 23Q (46400.100000 sec): 3 clusters
  Score: Raw -37910.052324 + Penalty 2121.110829 = -35788.941495
  nChanged 1
		SP:Iteration 24Q (46400.270000 sec): 3 clusters
  Score: Raw -37911.275993 + Penalty 2121.110829 = -35790.165163
  nChanged 2
		SP:Iteration 25Q (46400.440000 sec): 3 clusters
  Score: Raw -37914.678349 + Penalty 2121.110829 = -35793.567519
  nChanged 0
		SP:Iteration 26F (46400.620000 sec): 3 clusters
  Score: Raw -37914.678349 + Penalty 2121.110829 = -35793.567519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46400.740000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46400.910000 sec): 3 clusters
  Score: Raw -402569.788387 + Penalty 2759.258945 = -399810.529441
  nChanged 1949
		SP:Iteration 1F (46401.080000 sec): 3 clusters
  Score: Raw -403626.170835 + Penalty 2759.258945 = -400866.911890
  nChanged 367
		SP:Iteration 2F (46401.260000 sec): 3 clusters
  Score: Raw -403825.079028 + Penalty 2759.258945 = -401065.820083
  nChanged 273
		SP:Iteration 3F (46401.430000 sec): 3 clusters
  Score: Raw -403967.910346 + Penalty 2759.258945 = -401208.651401
  nChanged 235
		SP:Iteration 4Q (46401.600000 sec): 3 clusters
  Score: Raw -404085.364126 + Penalty 2759.258945 = -401326.105181
  nChanged 185
		SP:Iteration 5Q (46401.780000 sec): 3 clusters
  Score: Raw -404175.650934 + Penalty 2759.258945 = -401416.391989
  nChanged 144
		SP:Iteration 6Q (46401.950000 sec): 3 clusters
  Score: Raw -404239.272810 + Penalty 2759.258945 = -401480.013865
  nChanged 126
		SP:Iteration 7Q (46402.120000 sec): 3 clusters
  Score: Raw -404300.111288 + Penalty 2759.258945 = -401540.852343
  nChanged 114
		SP:Iteration 8Q (46402.300000 sec): 3 clusters
  Score: Raw -404354.113521 + Penalty 2759.258945 = -401594.854576
  nChanged 117
		SP:Iteration 9Q (46402.470000 sec): 3 clusters
  Score: Raw -404410.894136 + Penalty 2759.258945 = -401651.635191
  nChanged 104
		SP:Iteration 10Q (46402.650000 sec): 3 clusters
  Score: Raw -404467.001554 + Penalty 2759.258945 = -401707.742609
  nChanged 100
		SP:Iteration 11Q (46402.820000 sec): 3 clusters
  Score: Raw -404511.658066 + Penalty 2759.258945 = -401752.399121
  nChanged 86
		SP:Iteration 12Q (46402.990000 sec): 3 clusters
  Score: Raw -404551.784492 + Penalty 2759.258945 = -401792.525547
  nChanged 91
		SP:Iteration 13Q (46403.170000 sec): 3 clusters
  Score: Raw -404599.623991 + Penalty 2759.258945 = -401840.365046
  nChanged 90
		SP:Iteration 14Q (46403.340000 sec): 3 clusters
  Score: Raw -404651.633302 + Penalty 2759.258945 = -401892.374357
  nChanged 84
		SP:Iteration 15Q (46403.520000 sec): 3 clusters
  Score: Raw -404696.297366 + Penalty 2759.258945 = -401937.038421
  nChanged 88
		SP:Iteration 16Q (46403.690000 sec): 3 clusters
  Score: Raw -404750.116975 + Penalty 2759.258945 = -401990.858030
  nChanged 90
		SP:Iteration 17Q (46403.860000 sec): 3 clusters
  Score: Raw -404804.621469 + Penalty 2759.258945 = -402045.362523
  nChanged 88
		SP:Iteration 18Q (46404.040000 sec): 3 clusters
  Score: Raw -404857.714390 + Penalty 2759.258945 = -402098.455445
  nChanged 85
		SP:Iteration 19Q (46404.210000 sec): 3 clusters
  Score: Raw -404926.291799 + Penalty 2759.258945 = -402167.032853
  nChanged 80
		SP:Iteration 20F (46404.380000 sec): 3 clusters
  Score: Raw -404996.348303 + Penalty 2759.258945 = -402237.089358
  nChanged 67
		SP:Iteration 21Q (46404.560000 sec): 3 clusters
  Score: Raw -405056.045334 + Penalty 2759.258945 = -402296.786389
  nChanged 77
		SP:Iteration 22Q (46404.740000 sec): 3 clusters
  Score: Raw -405117.107191 + Penalty 2759.258945 = -402357.848246
  nChanged 56
		SP:Iteration 23Q (46404.910000 sec): 3 clusters
  Score: Raw -405161.127896 + Penalty 2759.258945 = -402401.868951
  nChanged 53
		SP:Iteration 24Q (46405.090000 sec): 3 clusters
  Score: Raw -405194.004280 + Penalty 2759.258945 = -402434.745335
  nChanged 43
		SP:Iteration 25Q (46405.260000 sec): 3 clusters
  Score: Raw -405214.959706 + Penalty 2759.258945 = -402455.700761
  nChanged 29
		SP:Iteration 26Q (46405.480000 sec): 3 clusters
  Score: Raw -405227.648727 + Penalty 2759.258945 = -402468.389782
  nChanged 18
		SP:Iteration 27Q (46405.650000 sec): 3 clusters
  Score: Raw -405235.753486 + Penalty 2759.258945 = -402476.494541
  nChanged 13
		SP:Iteration 28Q (46405.830000 sec): 3 clusters
  Score: Raw -405241.364811 + Penalty 2759.258945 = -402482.105866
  nChanged 13
		SP:Iteration 29Q (46405.960000 sec): 3 clusters
  Score: Raw -405245.208828 + Penalty 2759.258945 = -402485.949883
  nChanged 11
		SP:Iteration 30Q (46406.110000 sec): 3 clusters
  Score: Raw -405250.686371 + Penalty 2759.258945 = -402491.427426
  nChanged 13
		SP:Iteration 31Q (46406.270000 sec): 3 clusters
  Score: Raw -405256.566062 + Penalty 2759.258945 = -402497.307117
  nChanged 8
		SP:Iteration 32Q (46406.430000 sec): 3 clusters
  Score: Raw -405260.682932 + Penalty 2759.258945 = -402501.423987
  nChanged 6
		SP:Iteration 33Q (46406.590000 sec): 3 clusters
  Score: Raw -405264.079678 + Penalty 2759.258945 = -402504.820733
  nChanged 7
		SP:Iteration 34Q (46406.750000 sec): 3 clusters
  Score: Raw -405266.019871 + Penalty 2759.258945 = -402506.760926
  nChanged 4
		SP:Iteration 35Q (46406.910000 sec): 3 clusters
  Score: Raw -405267.398187 + Penalty 2759.258945 = -402508.139242
  nChanged 3
		SP:Iteration 36Q (46407.060000 sec): 3 clusters
  Score: Raw -405269.156314 + Penalty 2759.258945 = -402509.897369
  nChanged 4
		SP:Iteration 37Q (46407.220000 sec): 3 clusters
  Score: Raw -405271.399504 + Penalty 2759.258945 = -402512.140559
  nChanged 5
		SP:Iteration 38Q (46407.380000 sec): 3 clusters
  Score: Raw -405272.787707 + Penalty 2759.258945 = -402513.528762
  nChanged 4
		SP:Iteration 39Q (46407.540000 sec): 3 clusters
  Score: Raw -405274.128566 + Penalty 2759.258945 = -402514.869621
  nChanged 3
		SP:Iteration 40F (46407.700000 sec): 3 clusters
  Score: Raw -405274.921785 + Penalty 2759.258945 = -402515.662840
  nChanged 2
		SP:Iteration 41Q (46407.860000 sec): 3 clusters
  Score: Raw -405275.526194 + Penalty 2759.258945 = -402516.267249
  nChanged 2
		SP:Iteration 42Q (46408.020000 sec): 3 clusters
  Score: Raw -405276.091699 + Penalty 2759.258945 = -402516.832754
  nChanged 0
		SP:Iteration 43F (46408.180000 sec): 3 clusters
  Score: Raw -405276.091699 + Penalty 2759.258945 = -402516.832754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46408.330000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46408.600000 sec): 3 clusters
  Score: Raw -1111547.201388 + Penalty 3097.283260 = -1108449.918128
  nChanged 6059
		SP:Iteration 1F (46408.910000 sec): 3 clusters
  Score: Raw -1114864.846492 + Penalty 3097.283260 = -1111767.563232
  nChanged 775
		SP:Iteration 2F (46409.150000 sec): 3 clusters
  Score: Raw -1115180.492419 + Penalty 3097.283260 = -1112083.209159
  nChanged 662
		SP:Iteration 3Q (46409.420000 sec): 3 clusters
  Score: Raw -1115422.131044 + Penalty 3097.283260 = -1112324.847784
  nChanged 523
		SP:Iteration 4Q (46409.690000 sec): 3 clusters
  Score: Raw -1115606.544511 + Penalty 3097.283260 = -1112509.261251
  nChanged 510
		SP:Iteration 5Q (46409.960000 sec): 3 clusters
  Score: Raw -1115774.451678 + Penalty 3097.283260 = -1112677.168418
  nChanged 451
		SP:Iteration 6Q (46410.240000 sec): 3 clusters
  Score: Raw -1115933.371572 + Penalty 3097.283260 = -1112836.088312
  nChanged 471
		SP:Iteration 7Q (46410.510000 sec): 3 clusters
  Score: Raw -1116107.915790 + Penalty 3097.283260 = -1113010.632530
  nChanged 472
		SP:Iteration 8Q (46410.790000 sec): 3 clusters
  Score: Raw -1116289.445556 + Penalty 3097.283260 = -1113192.162296
  nChanged 460
		SP:Iteration 9Q (46411.100000 sec): 3 clusters
  Score: Raw -1116492.383186 + Penalty 3097.283260 = -1113395.099926
  nChanged 490
		SP:Iteration 10Q (46411.410000 sec): 3 clusters
  Score: Raw -1116726.517610 + Penalty 3097.283260 = -1113629.234350
  nChanged 476
		SP:Iteration 11Q (46411.650000 sec): 3 clusters
  Score: Raw -1116983.884359 + Penalty 3097.283260 = -1113886.601099
  nChanged 481
		SP:Iteration 12Q (46411.930000 sec): 3 clusters
  Score: Raw -1117248.485878 + Penalty 3097.283260 = -1114151.202618
  nChanged 460
		SP:Iteration 13Q (46412.230000 sec): 3 clusters
  Score: Raw -1117506.274916 + Penalty 3097.283260 = -1114408.991656
  nChanged 428
		SP:Iteration 14Q (46412.470000 sec): 3 clusters
  Score: Raw -1117749.707661 + Penalty 3097.283260 = -1114652.424401
  nChanged 419
		SP:Iteration 15Q (46412.760000 sec): 3 clusters
  Score: Raw -1117985.656183 + Penalty 3097.283260 = -1114888.372923
  nChanged 366
		SP:Iteration 16Q (46412.980000 sec): 3 clusters
  Score: Raw -1118171.987197 + Penalty 3097.283260 = -1115074.703938
  nChanged 315
		SP:Iteration 17Q (46413.270000 sec): 3 clusters
  Score: Raw -1118324.653760 + Penalty 3097.283260 = -1115227.370500
  nChanged 276
		SP:Iteration 18Q (46413.530000 sec): 3 clusters
  Score: Raw -1118459.681567 + Penalty 3097.283260 = -1115362.398307
  nChanged 258
		SP:Iteration 19Q (46413.780000 sec): 3 clusters
  Score: Raw -1118595.854671 + Penalty 3097.283260 = -1115498.571411
  nChanged 254
		SP:Iteration 20F (46414.040000 sec): 3 clusters
  Score: Raw -1118735.472306 + Penalty 3097.283260 = -1115638.189046
  nChanged 235
		SP:Iteration 21Q (46414.260000 sec): 3 clusters
  Score: Raw -1118867.610241 + Penalty 3097.283260 = -1115770.326981
  nChanged 215
		SP:Iteration 22Q (46414.530000 sec): 3 clusters
  Score: Raw -1118996.953074 + Penalty 3097.283260 = -1115899.669815
  nChanged 192
		SP:Iteration 23Q (46414.790000 sec): 3 clusters
  Score: Raw -1119114.936226 + Penalty 3097.283260 = -1116017.652966
  nChanged 170
		SP:Iteration 24Q (46415.060000 sec): 3 clusters
  Score: Raw -1119232.456663 + Penalty 3097.283260 = -1116135.173403
  nChanged 147
		SP:Iteration 25Q (46415.320000 sec): 3 clusters
  Score: Raw -1119335.536334 + Penalty 3097.283260 = -1116238.253074
  nChanged 138
		SP:Iteration 26Q (46415.650000 sec): 3 clusters
  Score: Raw -1119424.588798 + Penalty 3097.283260 = -1116327.305538
  nChanged 138
		SP:Iteration 27Q (46415.870000 sec): 3 clusters
  Score: Raw -1119501.173745 + Penalty 3097.283260 = -1116403.890485
  nChanged 96
		SP:Iteration 28Q (46416.130000 sec): 3 clusters
  Score: Raw -1119542.577974 + Penalty 3097.283260 = -1116445.294714
  nChanged 66
		SP:Iteration 29Q (46416.380000 sec): 3 clusters
  Score: Raw -1119568.794796 + Penalty 3097.283260 = -1116471.511536
  nChanged 55
		SP:Iteration 30Q (46416.660000 sec): 3 clusters
  Score: Raw -1119589.290715 + Penalty 3097.283260 = -1116492.007455
  nChanged 42
		SP:Iteration 31Q (46416.940000 sec): 3 clusters
  Score: Raw -1119602.281383 + Penalty 3097.283260 = -1116504.998123
  nChanged 34
		SP:Iteration 32Q (46417.220000 sec): 3 clusters
  Score: Raw -1119615.482162 + Penalty 3097.283260 = -1116518.198902
  nChanged 39
		SP:Iteration 33Q (46417.540000 sec): 3 clusters
  Score: Raw -1119629.204007 + Penalty 3097.283260 = -1116531.920747
  nChanged 29
		SP:Iteration 34Q (46417.740000 sec): 3 clusters
  Score: Raw -1119641.208589 + Penalty 3097.283260 = -1116543.925329
  nChanged 26
		SP:Iteration 35Q (46418.010000 sec): 3 clusters
  Score: Raw -1119649.047922 + Penalty 3097.283260 = -1116551.764662
  nChanged 22
		SP:Iteration 36Q (46418.280000 sec): 3 clusters
  Score: Raw -1119658.233634 + Penalty 3097.283260 = -1116560.950374
  nChanged 22
		SP:Iteration 37Q (46418.520000 sec): 3 clusters
  Score: Raw -1119668.368145 + Penalty 3097.283260 = -1116571.084885
  nChanged 22
		SP:Iteration 38Q (46418.760000 sec): 3 clusters
  Score: Raw -1119677.341252 + Penalty 3097.283260 = -1116580.057992
  nChanged 23
		SP:Iteration 39Q (46419.040000 sec): 3 clusters
  Score: Raw -1119683.986266 + Penalty 3097.283260 = -1116586.703006
  nChanged 18
		SP:Iteration 40F (46419.310000 sec): 3 clusters
  Score: Raw -1119689.665585 + Penalty 3097.283260 = -1116592.382325
  nChanged 18
		SP:Iteration 41Q (46419.550000 sec): 3 clusters
  Score: Raw -1119698.197995 + Penalty 3097.283260 = -1116600.914736
  nChanged 20
		SP:Iteration 42Q (46419.760000 sec): 3 clusters
  Score: Raw -1119704.600559 + Penalty 3097.283260 = -1116607.317299
  nChanged 16
		SP:Iteration 43Q (46420.020000 sec): 3 clusters
  Score: Raw -1119709.774253 + Penalty 3097.283260 = -1116612.490993
  nChanged 17
		SP:Iteration 44Q (46420.230000 sec): 3 clusters
  Score: Raw -1119714.523046 + Penalty 3097.283260 = -1116617.239786
  nChanged 14
		SP:Iteration 45Q (46420.490000 sec): 3 clusters
  Score: Raw -1119721.040910 + Penalty 3097.283260 = -1116623.757650
  nChanged 20
		SP:Iteration 46Q (46420.760000 sec): 3 clusters
  Score: Raw -1119728.796602 + Penalty 3097.283260 = -1116631.513343
  nChanged 16
		SP:Iteration 47Q (46421.020000 sec): 3 clusters
  Score: Raw -1119734.818439 + Penalty 3097.283260 = -1116637.535179
  nChanged 12
		SP:Iteration 48Q (46421.280000 sec): 3 clusters
  Score: Raw -1119738.185100 + Penalty 3097.283260 = -1116640.901840
  nChanged 10
		SP:Iteration 49Q (46421.580000 sec): 3 clusters
  Score: Raw -1119742.545368 + Penalty 3097.283260 = -1116645.262109
  nChanged 12
		SP:Iteration 50Q (46421.770000 sec): 3 clusters
  Score: Raw -1119745.864757 + Penalty 3097.283260 = -1116648.581498
  nChanged 9
		SP:Iteration 51Q (46421.980000 sec): 3 clusters
  Score: Raw -1119749.441046 + Penalty 3097.283260 = -1116652.157786
  nChanged 8
		SP:Iteration 52Q (46422.250000 sec): 3 clusters
  Score: Raw -1119752.873664 + Penalty 3097.283260 = -1116655.590405
  nChanged 10
		SP:Iteration 53Q (46422.520000 sec): 3 clusters
  Score: Raw -1119756.622940 + Penalty 3097.283260 = -1116659.339680
  nChanged 12
		SP:Iteration 54Q (46422.780000 sec): 3 clusters
  Score: Raw -1119760.959250 + Penalty 3097.283260 = -1116663.675990
  nChanged 8
		SP:Iteration 55Q (46423.000000 sec): 3 clusters
  Score: Raw -1119763.153382 + Penalty 3097.283260 = -1116665.870122
  nChanged 6
		SP:Iteration 56Q (46423.210000 sec): 3 clusters
  Score: Raw -1119764.735710 + Penalty 3097.283260 = -1116667.452450
  nChanged 2
		SP:Iteration 57Q (46423.500000 sec): 3 clusters
  Score: Raw -1119765.536264 + Penalty 3097.283260 = -1116668.253004
  nChanged 3
		SP:Iteration 58Q (46423.760000 sec): 3 clusters
  Score: Raw -1119766.601146 + Penalty 3097.283260 = -1116669.317886
  nChanged 3
		SP:Iteration 59Q (46423.990000 sec): 3 clusters
  Score: Raw -1119767.454322 + Penalty 3097.283260 = -1116670.171062
  nChanged 4
		SP:Iteration 60F (46424.250000 sec): 3 clusters
  Score: Raw -1119768.804833 + Penalty 3097.283260 = -1116671.521573
  nChanged 4
		SP:Iteration 61Q (46424.480000 sec): 3 clusters
  Score: Raw -1119770.217318 + Penalty 3097.283260 = -1116672.934058
  nChanged 6
		SP:Iteration 62Q (46424.750000 sec): 3 clusters
  Score: Raw -1119773.008276 + Penalty 3097.283260 = -1116675.725016
  nChanged 8
		SP:Iteration 63Q (46424.970000 sec): 3 clusters
  Score: Raw -1119775.654029 + Penalty 3097.283260 = -1116678.370769
  nChanged 5
		SP:Iteration 64Q (46425.220000 sec): 3 clusters
  Score: Raw -1119777.456896 + Penalty 3097.283260 = -1116680.173636
  nChanged 3
		SP:Iteration 65Q (46425.440000 sec): 3 clusters
  Score: Raw -1119778.555735 + Penalty 3097.283260 = -1116681.272475
  nChanged 1
		SP:Iteration 66Q (46425.690000 sec): 3 clusters
  Score: Raw -1119778.774978 + Penalty 3097.283260 = -1116681.491718
  nChanged 2
		SP:Iteration 67Q (46425.910000 sec): 3 clusters
  Score: Raw -1119779.428094 + Penalty 3097.283260 = -1116682.144834
  nChanged 2
		SP:Iteration 68Q (46426.180000 sec): 3 clusters
  Score: Raw -1119780.533671 + Penalty 3097.283260 = -1116683.250412
  nChanged 3
		SP:Iteration 69Q (46426.400000 sec): 3 clusters
  Score: Raw -1119781.382921 + Penalty 3097.283260 = -1116684.099661
  nChanged 2
		SP:Iteration 70Q (46426.640000 sec): 3 clusters
  Score: Raw -1119782.296567 + Penalty 3097.283260 = -1116685.013307
  nChanged 2
		SP:Iteration 71Q (46426.870000 sec): 3 clusters
  Score: Raw -1119782.863001 + Penalty 3097.283260 = -1116685.579741
  nChanged 3
		SP:Iteration 72Q (46427.090000 sec): 3 clusters
  Score: Raw -1119783.449445 + Penalty 3097.283260 = -1116686.166185
  nChanged 1
		SP:Iteration 73Q (46427.370000 sec): 3 clusters
  Score: Raw -1119783.745775 + Penalty 3097.283260 = -1116686.462515
  nChanged 1
		SP:Iteration 74Q (46427.610000 sec): 3 clusters
  Score: Raw -1119783.937253 + Penalty 3097.283260 = -1116686.653993
  nChanged 1
		SP:Iteration 75Q (46427.880000 sec): 3 clusters
  Score: Raw -1119784.377424 + Penalty 3097.283260 = -1116687.094164
  nChanged 0
		SP:Iteration 76F (46428.160000 sec): 3 clusters
  Score: Raw -1119784.377424 + Penalty 3097.283260 = -1116687.094164
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46428.240000 sec): 2 clusters
  Score: Raw -83329.912293 + Penalty 1158.380591 = -82171.531702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46428.420000 sec): 3 clusters
  Score: Raw -82893.408313 + Penalty 2316.761182 = -80576.647130
  nChanged 417
		SP:Iteration 1F (46428.600000 sec): 3 clusters
  Score: Raw -83256.439519 + Penalty 2316.761182 = -80939.678337
  nChanged 106
		SP:Iteration 2F (46428.790000 sec): 3 clusters
  Score: Raw -83374.697975 + Penalty 2316.761182 = -81057.936793
  nChanged 77
		SP:Iteration 3F (46428.960000 sec): 3 clusters
  Score: Raw -83460.546848 + Penalty 2316.761182 = -81143.785666
  nChanged 49
		SP:Iteration 4Q (46429.120000 sec): 3 clusters
  Score: Raw -83533.413590 + Penalty 2316.761182 = -81216.652407
  nChanged 54
		SP:Iteration 5Q (46429.280000 sec): 3 clusters
  Score: Raw -83605.647116 + Penalty 2316.761182 = -81288.885934
  nChanged 49
		SP:Iteration 6Q (46429.440000 sec): 3 clusters
  Score: Raw -83654.103754 + Penalty 2316.761182 = -81337.342571
  nChanged 28
		SP:Iteration 7Q (46429.600000 sec): 3 clusters
  Score: Raw -83678.750285 + Penalty 2316.761182 = -81361.989103
  nChanged 32
		SP:Iteration 8Q (46429.760000 sec): 3 clusters
  Score: Raw -83712.888462 + Penalty 2316.761182 = -81396.127280
  nChanged 30
		SP:Iteration 9Q (46429.920000 sec): 3 clusters
  Score: Raw -83747.579279 + Penalty 2316.761182 = -81430.818096
  nChanged 28
		SP:Iteration 10Q (46430.080000 sec): 3 clusters
  Score: Raw -83772.460112 + Penalty 2316.761182 = -81455.698930
  nChanged 12
		SP:Iteration 11Q (46430.240000 sec): 3 clusters
  Score: Raw -83781.528641 + Penalty 2316.761182 = -81464.767459
  nChanged 6
		SP:Iteration 12Q (46430.400000 sec): 3 clusters
  Score: Raw -83788.246806 + Penalty 2316.761182 = -81471.485624
  nChanged 9
		SP:Iteration 13Q (46430.560000 sec): 3 clusters
  Score: Raw -83795.078041 + Penalty 2316.761182 = -81478.316859
  nChanged 7
		SP:Iteration 14Q (46430.720000 sec): 3 clusters
  Score: Raw -83800.432576 + Penalty 2316.761182 = -81483.671393
  nChanged 3
		SP:Iteration 15Q (46430.880000 sec): 3 clusters
  Score: Raw -83802.441184 + Penalty 2316.761182 = -81485.680001
  nChanged 3
		SP:Iteration 16Q (46431.040000 sec): 3 clusters
  Score: Raw -83805.055785 + Penalty 2316.761182 = -81488.294602
  nChanged 5
		SP:Iteration 17Q (46431.210000 sec): 3 clusters
  Score: Raw -83808.735296 + Penalty 2316.761182 = -81491.974113
  nChanged 6
		SP:Iteration 18Q (46431.390000 sec): 3 clusters
  Score: Raw -83813.651934 + Penalty 2316.761182 = -81496.890752
  nChanged 1
		SP:Iteration 19Q (46431.560000 sec): 3 clusters
  Score: Raw -83813.965774 + Penalty 2316.761182 = -81497.204591
  nChanged 0
		SP:Iteration 20F (46431.740000 sec): 3 clusters
  Score: Raw -83813.965774 + Penalty 2316.761182 = -81497.204591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46431.820000 sec): 2 clusters
  Score: Raw -187152.097444 + Penalty 1265.853641 = -185886.243804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46432.010000 sec): 3 clusters
  Score: Raw -186058.645362 + Penalty 2531.707282 = -183526.938080
  nChanged 855
		SP:Iteration 1F (46432.170000 sec): 3 clusters
  Score: Raw -186641.167917 + Penalty 2531.707282 = -184109.460635
  nChanged 221
		SP:Iteration 2F (46432.340000 sec): 3 clusters
  Score: Raw -186837.489554 + Penalty 2531.707282 = -184305.782273
  nChanged 166
		SP:Iteration 3F (46432.520000 sec): 3 clusters
  Score: Raw -186979.173325 + Penalty 2531.707282 = -184447.466043
  nChanged 125
		SP:Iteration 4F (46432.700000 sec): 3 clusters
  Score: Raw -187074.892460 + Penalty 2531.707282 = -184543.185178
  nChanged 92
		SP:Iteration 5Q (46432.870000 sec): 3 clusters
  Score: Raw -187152.415410 + Penalty 2531.707282 = -184620.708128
  nChanged 83
		SP:Iteration 6Q (46433.040000 sec): 3 clusters
  Score: Raw -187220.007669 + Penalty 2531.707282 = -184688.300387
  nChanged 54
		SP:Iteration 7Q (46433.220000 sec): 3 clusters
  Score: Raw -187253.077409 + Penalty 2531.707282 = -184721.370128
  nChanged 41
		SP:Iteration 8Q (46433.390000 sec): 3 clusters
  Score: Raw -187276.985882 + Penalty 2531.707282 = -184745.278600
  nChanged 26
		SP:Iteration 9Q (46433.560000 sec): 3 clusters
  Score: Raw -187293.944241 + Penalty 2531.707282 = -184762.236960
  nChanged 31
		SP:Iteration 10Q (46433.740000 sec): 3 clusters
  Score: Raw -187312.675043 + Penalty 2531.707282 = -184780.967761
  nChanged 28
		SP:Iteration 11Q (46433.910000 sec): 3 clusters
  Score: Raw -187329.597044 + Penalty 2531.707282 = -184797.889763
  nChanged 26
		SP:Iteration 12Q (46434.080000 sec): 3 clusters
  Score: Raw -187342.964793 + Penalty 2531.707282 = -184811.257511
  nChanged 18
		SP:Iteration 13Q (46434.260000 sec): 3 clusters
  Score: Raw -187356.038362 + Penalty 2531.707282 = -184824.331080
  nChanged 19
		SP:Iteration 14Q (46434.430000 sec): 3 clusters
  Score: Raw -187368.660024 + Penalty 2531.707282 = -184836.952742
  nChanged 14
		SP:Iteration 15Q (46434.600000 sec): 3 clusters
  Score: Raw -187377.293733 + Penalty 2531.707282 = -184845.586451
  nChanged 20
		SP:Iteration 16Q (46434.780000 sec): 3 clusters
  Score: Raw -187390.694151 + Penalty 2531.707282 = -184858.986869
  nChanged 13
		SP:Iteration 17Q (46434.950000 sec): 3 clusters
  Score: Raw -187398.084518 + Penalty 2531.707282 = -184866.377236
  nChanged 7
		SP:Iteration 18Q (46435.120000 sec): 3 clusters
  Score: Raw -187400.842846 + Penalty 2531.707282 = -184869.135565
  nChanged 4
		SP:Iteration 19Q (46435.300000 sec): 3 clusters
  Score: Raw -187402.094415 + Penalty 2531.707282 = -184870.387133
  nChanged 4
		SP:Iteration 20F (46435.470000 sec): 3 clusters
  Score: Raw -187403.634495 + Penalty 2531.707282 = -184871.927213
  nChanged 3
		SP:Iteration 21Q (46435.640000 sec): 3 clusters
  Score: Raw -187405.135892 + Penalty 2531.707282 = -184873.428610
  nChanged 1
		SP:Iteration 22Q (46435.820000 sec): 3 clusters
  Score: Raw -187405.609034 + Penalty 2531.707282 = -184873.901752
  nChanged 1
		SP:Iteration 23Q (46435.990000 sec): 3 clusters
  Score: Raw -187405.957521 + Penalty 2531.707282 = -184874.250239
  nChanged 0
		SP:Iteration 24F (46436.170000 sec): 3 clusters
  Score: Raw -187405.957521 + Penalty 2531.707282 = -184874.250239
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46436.290000 sec): 2 clusters
  Score: Raw -131936.493599 + Penalty 1227.919545 = -130708.574054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46436.440000 sec): 3 clusters
  Score: Raw -131202.441108 + Penalty 2455.839090 = -128746.602018
  nChanged 652
		SP:Iteration 1F (46436.590000 sec): 3 clusters
  Score: Raw -131777.949927 + Penalty 2455.839090 = -129322.110837
  nChanged 202
		SP:Iteration 2F (46436.740000 sec): 3 clusters
  Score: Raw -132093.484284 + Penalty 2455.839090 = -129637.645194
  nChanged 178
		SP:Iteration 3F (46436.900000 sec): 3 clusters
  Score: Raw -132366.788644 + Penalty 2455.839090 = -129910.949554
  nChanged 115
		SP:Iteration 4F (46437.070000 sec): 3 clusters
  Score: Raw -132544.690249 + Penalty 2455.839090 = -130088.851159
  nChanged 97
		SP:Iteration 5F (46437.250000 sec): 3 clusters
  Score: Raw -132669.444023 + Penalty 2455.839090 = -130213.604933
  nChanged 64
		SP:Iteration 6Q (46437.440000 sec): 3 clusters
  Score: Raw -132748.921544 + Penalty 2455.839090 = -130293.082454
  nChanged 34
		SP:Iteration 7Q (46437.600000 sec): 3 clusters
  Score: Raw -132782.744755 + Penalty 2455.839090 = -130326.905665
  nChanged 28
		SP:Iteration 8Q (46437.770000 sec): 3 clusters
  Score: Raw -132815.778496 + Penalty 2455.839090 = -130359.939406
  nChanged 35
		SP:Iteration 9Q (46437.950000 sec): 3 clusters
  Score: Raw -132859.092925 + Penalty 2455.839090 = -130403.253835
  nChanged 30
		SP:Iteration 10Q (46438.120000 sec): 3 clusters
  Score: Raw -132891.437682 + Penalty 2455.839090 = -130435.598592
  nChanged 22
		SP:Iteration 11Q (46438.300000 sec): 3 clusters
  Score: Raw -132903.475888 + Penalty 2455.839090 = -130447.636798
  nChanged 11
		SP:Iteration 12Q (46438.480000 sec): 3 clusters
  Score: Raw -132911.407189 + Penalty 2455.839090 = -130455.568099
  nChanged 11
		SP:Iteration 13Q (46438.650000 sec): 3 clusters
  Score: Raw -132917.671148 + Penalty 2455.839090 = -130461.832058
  nChanged 10
		SP:Iteration 14Q (46438.830000 sec): 3 clusters
  Score: Raw -132923.125499 + Penalty 2455.839090 = -130467.286409
  nChanged 9
		SP:Iteration 15Q (46439.000000 sec): 3 clusters
  Score: Raw -132927.374115 + Penalty 2455.839090 = -130471.535025
  nChanged 6
		SP:Iteration 16Q (46439.180000 sec): 3 clusters
  Score: Raw -132931.415067 + Penalty 2455.839090 = -130475.575977
  nChanged 10
		SP:Iteration 17Q (46439.360000 sec): 3 clusters
  Score: Raw -132938.378917 + Penalty 2455.839090 = -130482.539827
  nChanged 8
		SP:Iteration 18Q (46439.550000 sec): 3 clusters
  Score: Raw -132944.660394 + Penalty 2455.839090 = -130488.821304
  nChanged 7
		SP:Iteration 19Q (46439.710000 sec): 3 clusters
  Score: Raw -132949.814856 + Penalty 2455.839090 = -130493.975766
  nChanged 5
		SP:Iteration 20F (46439.880000 sec): 3 clusters
  Score: Raw -132953.554053 + Penalty 2455.839090 = -130497.714963
  nChanged 3
		SP:Iteration 21Q (46440.060000 sec): 3 clusters
  Score: Raw -132955.025933 + Penalty 2455.839090 = -130499.186843
  nChanged 4
		SP:Iteration 22Q (46440.240000 sec): 3 clusters
  Score: Raw -132956.384660 + Penalty 2455.839090 = -130500.545570
  nChanged 1
		SP:Iteration 23Q (46440.410000 sec): 3 clusters
  Score: Raw -132956.591319 + Penalty 2455.839090 = -130500.752229
  nChanged 1
		SP:Iteration 24Q (46440.590000 sec): 3 clusters
  Score: Raw -132957.589519 + Penalty 2455.839090 = -130501.750429
  nChanged 1
		SP:Iteration 25Q (46440.760000 sec): 3 clusters
  Score: Raw -132957.853291 + Penalty 2455.839090 = -130502.014201
  nChanged 0
		SP:Iteration 26F (46440.940000 sec): 3 clusters
  Score: Raw -132957.853291 + Penalty 2455.839090 = -130502.014201
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46441.060000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46441.270000 sec): 3 clusters
  Score: Raw -356966.389034 + Penalty 2743.662518 = -354222.726516
  nChanged 1859
		SP:Iteration 1F (46441.450000 sec): 3 clusters
  Score: Raw -357974.848276 + Penalty 2743.662518 = -355231.185758
  nChanged 365
		SP:Iteration 2F (46441.610000 sec): 3 clusters
  Score: Raw -358223.427824 + Penalty 2743.662518 = -355479.765306
  nChanged 305
		SP:Iteration 3F (46441.770000 sec): 3 clusters
  Score: Raw -358445.191536 + Penalty 2743.662518 = -355701.529018
  nChanged 288
		SP:Iteration 4F (46441.940000 sec): 3 clusters
  Score: Raw -358694.622960 + Penalty 2743.662518 = -355950.960442
  nChanged 304
		SP:Iteration 5F (46442.120000 sec): 3 clusters
  Score: Raw -358964.691034 + Penalty 2743.662518 = -356221.028516
  nChanged 275
		SP:Iteration 6F (46442.280000 sec): 3 clusters
  Score: Raw -359178.534280 + Penalty 2743.662518 = -356434.871762
  nChanged 212
		SP:Iteration 7Q (46442.490000 sec): 3 clusters
  Score: Raw -359310.276352 + Penalty 2743.662518 = -356566.613834
  nChanged 155
		SP:Iteration 8Q (46442.660000 sec): 3 clusters
  Score: Raw -359391.202518 + Penalty 2743.662518 = -356647.540000
  nChanged 118
		SP:Iteration 9Q (46442.830000 sec): 3 clusters
  Score: Raw -359451.980275 + Penalty 2743.662518 = -356708.317756
  nChanged 81
		SP:Iteration 10Q (46443.000000 sec): 3 clusters
  Score: Raw -359494.941736 + Penalty 2743.662518 = -356751.279218
  nChanged 68
		SP:Iteration 11Q (46443.170000 sec): 3 clusters
  Score: Raw -359523.454588 + Penalty 2743.662518 = -356779.792070
  nChanged 51
		SP:Iteration 12Q (46443.340000 sec): 3 clusters
  Score: Raw -359539.979214 + Penalty 2743.662518 = -356796.316696
  nChanged 31
		SP:Iteration 13Q (46443.510000 sec): 3 clusters
  Score: Raw -359553.080303 + Penalty 2743.662518 = -356809.417785
  nChanged 33
		SP:Iteration 14Q (46443.640000 sec): 3 clusters
  Score: Raw -359562.475449 + Penalty 2743.662518 = -356818.812931
  nChanged 25
		SP:Iteration 15Q (46443.800000 sec): 3 clusters
  Score: Raw -359571.552498 + Penalty 2743.662518 = -356827.889980
  nChanged 23
		SP:Iteration 16Q (46443.960000 sec): 3 clusters
  Score: Raw -359578.917656 + Penalty 2743.662518 = -356835.255138
  nChanged 16
		SP:Iteration 17Q (46444.120000 sec): 3 clusters
  Score: Raw -359583.510271 + Penalty 2743.662518 = -356839.847752
  nChanged 16
		SP:Iteration 18Q (46444.280000 sec): 3 clusters
  Score: Raw -359587.530684 + Penalty 2743.662518 = -356843.868166
  nChanged 11
		SP:Iteration 19Q (46444.440000 sec): 3 clusters
  Score: Raw -359590.233602 + Penalty 2743.662518 = -356846.571084
  nChanged 15
		SP:Iteration 20F (46444.600000 sec): 3 clusters
  Score: Raw -359595.657135 + Penalty 2743.662518 = -356851.994616
  nChanged 18
		SP:Iteration 21Q (46444.760000 sec): 3 clusters
  Score: Raw -359602.380840 + Penalty 2743.662518 = -356858.718322
  nChanged 14
		SP:Iteration 22Q (46444.920000 sec): 3 clusters
  Score: Raw -359607.464621 + Penalty 2743.662518 = -356863.802103
  nChanged 23
		SP:Iteration 23Q (46445.120000 sec): 3 clusters
  Score: Raw -359614.779866 + Penalty 2743.662518 = -356871.117348
  nChanged 21
		SP:Iteration 24Q (46445.290000 sec): 3 clusters
  Score: Raw -359619.353648 + Penalty 2743.662518 = -356875.691129
  nChanged 13
		SP:Iteration 25Q (46445.420000 sec): 3 clusters
  Score: Raw -359622.921643 + Penalty 2743.662518 = -356879.259125
  nChanged 14
		SP:Iteration 26Q (46445.580000 sec): 3 clusters
  Score: Raw -359626.696757 + Penalty 2743.662518 = -356883.034239
  nChanged 13
		SP:Iteration 27Q (46445.740000 sec): 3 clusters
  Score: Raw -359630.838188 + Penalty 2743.662518 = -356887.175670
  nChanged 14
		SP:Iteration 28Q (46445.910000 sec): 3 clusters
  Score: Raw -359633.739477 + Penalty 2743.662518 = -356890.076958
  nChanged 8
		SP:Iteration 29Q (46446.080000 sec): 3 clusters
  Score: Raw -359635.691837 + Penalty 2743.662518 = -356892.029319
  nChanged 5
		SP:Iteration 30Q (46446.250000 sec): 3 clusters
  Score: Raw -359637.705028 + Penalty 2743.662518 = -356894.042510
  nChanged 6
		SP:Iteration 31Q (46446.430000 sec): 3 clusters
  Score: Raw -359638.919816 + Penalty 2743.662518 = -356895.257298
  nChanged 2
		SP:Iteration 32Q (46446.600000 sec): 3 clusters
  Score: Raw -359639.646239 + Penalty 2743.662518 = -356895.983721
  nChanged 2
		SP:Iteration 33Q (46446.770000 sec): 3 clusters
  Score: Raw -359639.994187 + Penalty 2743.662518 = -356896.331669
  nChanged 2
		SP:Iteration 34Q (46446.950000 sec): 3 clusters
  Score: Raw -359640.293662 + Penalty 2743.662518 = -356896.631143
  nChanged 2
		SP:Iteration 35Q (46447.120000 sec): 3 clusters
  Score: Raw -359640.672606 + Penalty 2743.662518 = -356897.010087
  nChanged 1
		SP:Iteration 36Q (46447.280000 sec): 3 clusters
  Score: Raw -359640.765953 + Penalty 2743.662518 = -356897.103435
  nChanged 0
		SP:Iteration 37F (46447.470000 sec): 3 clusters
  Score: Raw -359640.765953 + Penalty 2743.662518 = -356897.103435
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46447.540000 sec): 2 clusters
  Score: Raw -161416.081768 + Penalty 1239.317659 = -160176.764109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46447.710000 sec): 3 clusters
  Score: Raw -160538.466643 + Penalty 2478.635317 = -158059.831326
  nChanged 735
		SP:Iteration 1F (46447.890000 sec): 3 clusters
  Score: Raw -161072.916600 + Penalty 2478.635317 = -158594.281283
  nChanged 192
		SP:Iteration 2F (46448.060000 sec): 3 clusters
  Score: Raw -161280.919283 + Penalty 2478.635317 = -158802.283966
  nChanged 165
		SP:Iteration 3F (46448.230000 sec): 3 clusters
  Score: Raw -161493.335112 + Penalty 2478.635317 = -159014.699795
  nChanged 144
		SP:Iteration 4F (46448.410000 sec): 3 clusters
  Score: Raw -161666.566656 + Penalty 2478.635317 = -159187.931339
  nChanged 112
		SP:Iteration 5F (46448.580000 sec): 3 clusters
  Score: Raw -161803.275569 + Penalty 2478.635317 = -159324.640252
  nChanged 91
		SP:Iteration 6Q (46448.760000 sec): 3 clusters
  Score: Raw -161914.201017 + Penalty 2478.635317 = -159435.565700
  nChanged 70
		SP:Iteration 7Q (46448.930000 sec): 3 clusters
  Score: Raw -161984.776638 + Penalty 2478.635317 = -159506.141321
  nChanged 62
		SP:Iteration 8Q (46449.100000 sec): 3 clusters
  Score: Raw -162034.449860 + Penalty 2478.635317 = -159555.814542
  nChanged 37
		SP:Iteration 9Q (46449.280000 sec): 3 clusters
  Score: Raw -162063.434228 + Penalty 2478.635317 = -159584.798911
  nChanged 32
		SP:Iteration 10Q (46449.450000 sec): 3 clusters
  Score: Raw -162087.487027 + Penalty 2478.635317 = -159608.851710
  nChanged 27
		SP:Iteration 11Q (46449.620000 sec): 3 clusters
  Score: Raw -162100.469015 + Penalty 2478.635317 = -159621.833698
  nChanged 16
		SP:Iteration 12Q (46449.800000 sec): 3 clusters
  Score: Raw -162109.358611 + Penalty 2478.635317 = -159630.723294
  nChanged 14
		SP:Iteration 13Q (46449.970000 sec): 3 clusters
  Score: Raw -162121.414912 + Penalty 2478.635317 = -159642.779595
  nChanged 15
		SP:Iteration 14Q (46450.140000 sec): 3 clusters
  Score: Raw -162135.144352 + Penalty 2478.635317 = -159656.509035
  nChanged 17
		SP:Iteration 15Q (46450.320000 sec): 3 clusters
  Score: Raw -162147.689504 + Penalty 2478.635317 = -159669.054186
  nChanged 11
		SP:Iteration 16Q (46450.490000 sec): 3 clusters
  Score: Raw -162152.661158 + Penalty 2478.635317 = -159674.025841
  nChanged 9
		SP:Iteration 17Q (46450.660000 sec): 3 clusters
  Score: Raw -162157.962760 + Penalty 2478.635317 = -159679.327443
  nChanged 7
		SP:Iteration 18Q (46450.840000 sec): 3 clusters
  Score: Raw -162163.732842 + Penalty 2478.635317 = -159685.097525
  nChanged 8
		SP:Iteration 19Q (46451.010000 sec): 3 clusters
  Score: Raw -162169.046030 + Penalty 2478.635317 = -159690.410713
  nChanged 8
		SP:Iteration 20F (46451.230000 sec): 3 clusters
  Score: Raw -162175.591026 + Penalty 2478.635317 = -159696.955709
  nChanged 12
		SP:Iteration 21Q (46451.390000 sec): 3 clusters
  Score: Raw -162185.040870 + Penalty 2478.635317 = -159706.405553
  nChanged 13
		SP:Iteration 22Q (46451.580000 sec): 3 clusters
  Score: Raw -162194.393050 + Penalty 2478.635317 = -159715.757733
  nChanged 15
		SP:Iteration 23Q (46451.720000 sec): 3 clusters
  Score: Raw -162202.841618 + Penalty 2478.635317 = -159724.206301
  nChanged 8
		SP:Iteration 24Q (46451.870000 sec): 3 clusters
  Score: Raw -162206.303446 + Penalty 2478.635317 = -159727.668129
  nChanged 6
		SP:Iteration 25Q (46452.020000 sec): 3 clusters
  Score: Raw -162211.663157 + Penalty 2478.635317 = -159733.027840
  nChanged 5
		SP:Iteration 26Q (46452.170000 sec): 3 clusters
  Score: Raw -162213.837247 + Penalty 2478.635317 = -159735.201930
  nChanged 4
		SP:Iteration 27Q (46452.320000 sec): 3 clusters
  Score: Raw -162215.336032 + Penalty 2478.635317 = -159736.700715
  nChanged 0
		SP:Iteration 28F (46452.440000 sec): 3 clusters
  Score: Raw -162215.336032 + Penalty 2478.635317 = -159736.700715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46452.600000 sec): 2 clusters
  Score: Raw -751738.384294 + Penalty 1479.125315 = -750259.258979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46452.810000 sec): 3 clusters
  Score: Raw -746738.587684 + Penalty 2958.250629 = -743780.337055
  nChanged 3824
		SP:Iteration 1F (46452.980000 sec): 3 clusters
  Score: Raw -748931.295158 + Penalty 2958.250629 = -745973.044529
  nChanged 629
		SP:Iteration 2F (46453.170000 sec): 3 clusters
  Score: Raw -749305.376059 + Penalty 2958.250629 = -746347.125430
  nChanged 598
		SP:Iteration 3F (46453.340000 sec): 3 clusters
  Score: Raw -749677.450450 + Penalty 2958.250629 = -746719.199821
  nChanged 562
		SP:Iteration 4F (46453.510000 sec): 3 clusters
  Score: Raw -750074.145943 + Penalty 2958.250629 = -747115.895314
  nChanged 545
		SP:Iteration 5F (46453.690000 sec): 3 clusters
  Score: Raw -750470.778432 + Penalty 2958.250629 = -747512.527803
  nChanged 438
		SP:Iteration 6Q (46453.880000 sec): 3 clusters
  Score: Raw -750773.447957 + Penalty 2958.250629 = -747815.197328
  nChanged 380
		SP:Iteration 7Q (46454.060000 sec): 3 clusters
  Score: Raw -751035.626930 + Penalty 2958.250629 = -748077.376301
  nChanged 274
		SP:Iteration 8Q (46454.250000 sec): 3 clusters
  Score: Raw -751248.446046 + Penalty 2958.250629 = -748290.195417
  nChanged 236
		SP:Iteration 9Q (46454.500000 sec): 3 clusters
  Score: Raw -751419.569294 + Penalty 2958.250629 = -748461.318665
  nChanged 197
		SP:Iteration 10Q (46454.690000 sec): 3 clusters
  Score: Raw -751551.912626 + Penalty 2958.250629 = -748593.661997
  nChanged 148
		SP:Iteration 11Q (46454.910000 sec): 3 clusters
  Score: Raw -751652.495578 + Penalty 2958.250629 = -748694.244949
  nChanged 115
		SP:Iteration 12Q (46455.160000 sec): 3 clusters
  Score: Raw -751732.265142 + Penalty 2958.250629 = -748774.014513
  nChanged 92
		SP:Iteration 13Q (46455.360000 sec): 3 clusters
  Score: Raw -751785.447496 + Penalty 2958.250629 = -748827.196867
  nChanged 73
		SP:Iteration 14Q (46455.540000 sec): 3 clusters
  Score: Raw -751820.547170 + Penalty 2958.250629 = -748862.296541
  nChanged 46
		SP:Iteration 15Q (46455.760000 sec): 3 clusters
  Score: Raw -751840.301078 + Penalty 2958.250629 = -748882.050449
  nChanged 35
		SP:Iteration 16Q (46455.930000 sec): 3 clusters
  Score: Raw -751855.140131 + Penalty 2958.250629 = -748896.889502
  nChanged 35
		SP:Iteration 17Q (46456.110000 sec): 3 clusters
  Score: Raw -751868.065395 + Penalty 2958.250629 = -748909.814766
  nChanged 26
		SP:Iteration 18Q (46456.280000 sec): 3 clusters
  Score: Raw -751876.914435 + Penalty 2958.250629 = -748918.663806
  nChanged 23
		SP:Iteration 19Q (46456.470000 sec): 3 clusters
  Score: Raw -751884.198517 + Penalty 2958.250629 = -748925.947888
  nChanged 17
		SP:Iteration 20F (46456.660000 sec): 3 clusters
  Score: Raw -751891.037194 + Penalty 2958.250629 = -748932.786565
  nChanged 20
		SP:Iteration 21Q (46456.880000 sec): 3 clusters
  Score: Raw -751898.431668 + Penalty 2958.250629 = -748940.181039
  nChanged 17
		SP:Iteration 22Q (46457.030000 sec): 3 clusters
  Score: Raw -751903.842559 + Penalty 2958.250629 = -748945.591930
  nChanged 14
		SP:Iteration 23Q (46457.250000 sec): 3 clusters
  Score: Raw -751909.677815 + Penalty 2958.250629 = -748951.427186
  nChanged 15
		SP:Iteration 24Q (46457.440000 sec): 3 clusters
  Score: Raw -751916.103670 + Penalty 2958.250629 = -748957.853041
  nChanged 15
		SP:Iteration 25Q (46457.630000 sec): 3 clusters
  Score: Raw -751921.584053 + Penalty 2958.250629 = -748963.333424
  nChanged 15
		SP:Iteration 26Q (46457.840000 sec): 3 clusters
  Score: Raw -751927.423279 + Penalty 2958.250629 = -748969.172650
  nChanged 12
		SP:Iteration 27Q (46458.030000 sec): 3 clusters
  Score: Raw -751930.820903 + Penalty 2958.250629 = -748972.570274
  nChanged 5
		SP:Iteration 28Q (46458.270000 sec): 3 clusters
  Score: Raw -751933.755526 + Penalty 2958.250629 = -748975.504897
  nChanged 9
		SP:Iteration 29Q (46458.460000 sec): 3 clusters
  Score: Raw -751936.751331 + Penalty 2958.250629 = -748978.500702
  nChanged 11
		SP:Iteration 30Q (46458.680000 sec): 3 clusters
  Score: Raw -751940.388072 + Penalty 2958.250629 = -748982.137443
  nChanged 11
		SP:Iteration 31Q (46458.900000 sec): 3 clusters
  Score: Raw -751943.066579 + Penalty 2958.250629 = -748984.815950
  nChanged 6
		SP:Iteration 32Q (46459.060000 sec): 3 clusters
  Score: Raw -751944.828993 + Penalty 2958.250629 = -748986.578364
  nChanged 5
		SP:Iteration 33Q (46459.240000 sec): 3 clusters
  Score: Raw -751945.952188 + Penalty 2958.250629 = -748987.701559
  nChanged 3
		SP:Iteration 34Q (46459.420000 sec): 3 clusters
  Score: Raw -751946.959808 + Penalty 2958.250629 = -748988.709179
  nChanged 2
		SP:Iteration 35Q (46459.600000 sec): 3 clusters
  Score: Raw -751947.713377 + Penalty 2958.250629 = -748989.462748
  nChanged 2
		SP:Iteration 36Q (46459.800000 sec): 3 clusters
  Score: Raw -751948.176200 + Penalty 2958.250629 = -748989.925571
  nChanged 3
		SP:Iteration 37Q (46460.000000 sec): 3 clusters
  Score: Raw -751949.595509 + Penalty 2958.250629 = -748991.344880
  nChanged 7
		SP:Iteration 38Q (46460.170000 sec): 3 clusters
  Score: Raw -751951.921996 + Penalty 2958.250629 = -748993.671367
  nChanged 4
		SP:Iteration 39Q (46460.340000 sec): 3 clusters
  Score: Raw -751954.182114 + Penalty 2958.250629 = -748995.931485
  nChanged 8
		SP:Iteration 40F (46460.520000 sec): 3 clusters
  Score: Raw -751956.683320 + Penalty 2958.250629 = -748998.432691
  nChanged 10
		SP:Iteration 41Q (46460.700000 sec): 3 clusters
  Score: Raw -751958.600232 + Penalty 2958.250629 = -749000.349603
  nChanged 7
		SP:Iteration 42Q (46460.820000 sec): 3 clusters
  Score: Raw -751960.360694 + Penalty 2958.250629 = -749002.110065
  nChanged 4
		SP:Iteration 43Q (46461.030000 sec): 3 clusters
  Score: Raw -751962.137521 + Penalty 2958.250629 = -749003.886892
  nChanged 5
		SP:Iteration 44Q (46461.220000 sec): 3 clusters
  Score: Raw -751964.514190 + Penalty 2958.250629 = -749006.263561
  nChanged 8
		SP:Iteration 45Q (46461.400000 sec): 3 clusters
  Score: Raw -751967.462708 + Penalty 2958.250629 = -749009.212079
  nChanged 4
		SP:Iteration 46Q (46461.600000 sec): 3 clusters
  Score: Raw -751968.902114 + Penalty 2958.250629 = -749010.651485
  nChanged 3
		SP:Iteration 47Q (46461.780000 sec): 3 clusters
  Score: Raw -751969.753420 + Penalty 2958.250629 = -749011.502791
  nChanged 0
		SP:Iteration 48F (46461.970000 sec): 3 clusters
  Score: Raw -751969.753420 + Penalty 2958.250629 = -749011.502791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46462.040000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46462.210000 sec): 3 clusters
  Score: Raw -83132.607794 + Penalty 2253.045565 = -80879.562229
  nChanged 317
		SP:Iteration 1F (46462.390000 sec): 3 clusters
  Score: Raw -83446.820523 + Penalty 2253.045565 = -81193.774958
  nChanged 103
		SP:Iteration 2F (46462.560000 sec): 3 clusters
  Score: Raw -83635.247690 + Penalty 2253.045565 = -81382.202125
  nChanged 60
		SP:Iteration 3F (46462.740000 sec): 3 clusters
  Score: Raw -83766.406780 + Penalty 2253.045565 = -81513.361215
  nChanged 60
		SP:Iteration 4F (46462.910000 sec): 3 clusters
  Score: Raw -83854.164941 + Penalty 2253.045565 = -81601.119376
  nChanged 45
		SP:Iteration 5Q (46463.090000 sec): 3 clusters
  Score: Raw -83908.116633 + Penalty 2253.045565 = -81655.071069
  nChanged 31
		SP:Iteration 6Q (46463.260000 sec): 3 clusters
  Score: Raw -83942.763454 + Penalty 2253.045565 = -81689.717889
  nChanged 31
		SP:Iteration 7Q (46463.440000 sec): 3 clusters
  Score: Raw -83986.789677 + Penalty 2253.045565 = -81733.744112
  nChanged 22
		SP:Iteration 8Q (46463.620000 sec): 3 clusters
  Score: Raw -84013.367674 + Penalty 2253.045565 = -81760.322109
  nChanged 8
		SP:Iteration 9Q (46463.790000 sec): 3 clusters
  Score: Raw -84020.573684 + Penalty 2253.045565 = -81767.528119
  nChanged 3
		SP:Iteration 10Q (46463.970000 sec): 3 clusters
  Score: Raw -84022.606775 + Penalty 2253.045565 = -81769.561210
  nChanged 0
		SP:Iteration 11F (46464.140000 sec): 3 clusters
  Score: Raw -84022.606775 + Penalty 2253.045565 = -81769.561210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46464.230000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46464.410000 sec): 3 clusters
  Score: Raw -25796.096417 + Penalty 1879.743184 = -23916.353233
  nChanged 59
		SP:Iteration 1F (46464.580000 sec): 3 clusters
  Score: Raw -25910.914712 + Penalty 1879.743184 = -24031.171528
  nChanged 10
		SP:Iteration 2Q (46464.750000 sec): 3 clusters
  Score: Raw -25941.023218 + Penalty 1879.743184 = -24061.280034
  nChanged 5
		SP:Iteration 3Q (46464.910000 sec): 3 clusters
  Score: Raw -25948.480688 + Penalty 1879.743184 = -24068.737504
  nChanged 1
		SP:Iteration 4Q (46465.070000 sec): 3 clusters
  Score: Raw -25950.350196 + Penalty 1879.743184 = -24070.607012
  nChanged 0
		SP:Iteration 5F (46465.230000 sec): 3 clusters
  Score: Raw -25950.350196 + Penalty 1879.743184 = -24070.607012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46465.310000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46465.480000 sec): 3 clusters
  Score: Raw -33086.601280 + Penalty 1939.829957 = -31146.771323
  nChanged 89
		SP:Iteration 1F (46465.660000 sec): 3 clusters
  Score: Raw -33223.231728 + Penalty 1939.829957 = -31283.401771
  nChanged 16
		SP:Iteration 2Q (46465.830000 sec): 3 clusters
  Score: Raw -33252.157673 + Penalty 1939.829957 = -31312.327716
  nChanged 4
		SP:Iteration 3Q (46466.000000 sec): 3 clusters
  Score: Raw -33259.178007 + Penalty 1939.829957 = -31319.348050
  nChanged 1
		SP:Iteration 4Q (46466.190000 sec): 3 clusters
  Score: Raw -33260.100675 + Penalty 1939.829957 = -31320.270718
  nChanged 0
		SP:Iteration 5F (46466.360000 sec): 3 clusters
  Score: Raw -33260.100675 + Penalty 1939.829957 = -31320.270718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46466.430000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46466.610000 sec): 3 clusters
  Score: Raw -218014.219648 + Penalty 2563.220725 = -215450.998923
  nChanged 981
		SP:Iteration 1F (46466.780000 sec): 3 clusters
  Score: Raw -218629.872254 + Penalty 2563.220725 = -216066.651530
  nChanged 229
		SP:Iteration 2F (46466.950000 sec): 3 clusters
  Score: Raw -218789.037477 + Penalty 2563.220725 = -216225.816752
  nChanged 158
		SP:Iteration 3F (46467.130000 sec): 3 clusters
  Score: Raw -218889.109399 + Penalty 2563.220725 = -216325.888674
  nChanged 120
		SP:Iteration 4Q (46467.300000 sec): 3 clusters
  Score: Raw -218968.980635 + Penalty 2563.220725 = -216405.759910
  nChanged 93
		SP:Iteration 5Q (46467.470000 sec): 3 clusters
  Score: Raw -219024.187337 + Penalty 2563.220725 = -216460.966612
  nChanged 87
		SP:Iteration 6Q (46467.650000 sec): 3 clusters
  Score: Raw -219077.861003 + Penalty 2563.220725 = -216514.640279
  nChanged 85
		SP:Iteration 7Q (46467.820000 sec): 3 clusters
  Score: Raw -219127.111540 + Penalty 2563.220725 = -216563.890815
  nChanged 76
		SP:Iteration 8Q (46467.990000 sec): 3 clusters
  Score: Raw -219174.490109 + Penalty 2563.220725 = -216611.269385
  nChanged 71
		SP:Iteration 9Q (46468.170000 sec): 3 clusters
  Score: Raw -219222.114871 + Penalty 2563.220725 = -216658.894146
  nChanged 62
		SP:Iteration 10Q (46468.340000 sec): 3 clusters
  Score: Raw -219262.813768 + Penalty 2563.220725 = -216699.593043
  nChanged 56
		SP:Iteration 11Q (46468.510000 sec): 3 clusters
  Score: Raw -219294.079282 + Penalty 2563.220725 = -216730.858558
  nChanged 41
		SP:Iteration 12Q (46468.690000 sec): 3 clusters
  Score: Raw -219314.619912 + Penalty 2563.220725 = -216751.399187
  nChanged 30
		SP:Iteration 13Q (46468.850000 sec): 3 clusters
  Score: Raw -219330.493744 + Penalty 2563.220725 = -216767.273019
  nChanged 19
		SP:Iteration 14Q (46469.010000 sec): 3 clusters
  Score: Raw -219339.091713 + Penalty 2563.220725 = -216775.870988
  nChanged 14
		SP:Iteration 15Q (46469.170000 sec): 3 clusters
  Score: Raw -219345.831920 + Penalty 2563.220725 = -216782.611195
  nChanged 12
		SP:Iteration 16Q (46469.350000 sec): 3 clusters
  Score: Raw -219350.538443 + Penalty 2563.220725 = -216787.317718
  nChanged 5
		SP:Iteration 17Q (46469.500000 sec): 3 clusters
  Score: Raw -219352.396339 + Penalty 2563.220725 = -216789.175614
  nChanged 3
		SP:Iteration 18Q (46469.670000 sec): 3 clusters
  Score: Raw -219353.374183 + Penalty 2563.220725 = -216790.153458
  nChanged 1
		SP:Iteration 19Q (46469.840000 sec): 3 clusters
  Score: Raw -219353.525570 + Penalty 2563.220725 = -216790.304845
  nChanged 1
		SP:Iteration 20F (46470.020000 sec): 3 clusters
  Score: Raw -219353.970189 + Penalty 2563.220725 = -216790.749464
  nChanged 1
		SP:Iteration 21Q (46470.190000 sec): 3 clusters
  Score: Raw -219355.076725 + Penalty 2563.220725 = -216791.856001
  nChanged 2
		SP:Iteration 22Q (46470.360000 sec): 3 clusters
  Score: Raw -219355.748951 + Penalty 2563.220725 = -216792.528227
  nChanged 0
		SP:Iteration 23F (46470.540000 sec): 3 clusters
  Score: Raw -219355.748951 + Penalty 2563.220725 = -216792.528227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46470.620000 sec): 2 clusters
  Score: Raw -65114.047634 + Penalty 1136.066244 = -63977.981390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46470.800000 sec): 3 clusters
  Score: Raw -64833.579498 + Penalty 2272.132488 = -62561.447010
  nChanged 343
		SP:Iteration 1F (46470.970000 sec): 3 clusters
  Score: Raw -65234.460509 + Penalty 2272.132488 = -62962.328020
  nChanged 100
		SP:Iteration 2F (46471.140000 sec): 3 clusters
  Score: Raw -65421.898417 + Penalty 2272.132488 = -63149.765928
  nChanged 64
		SP:Iteration 3F (46471.320000 sec): 3 clusters
  Score: Raw -65565.638046 + Penalty 2272.132488 = -63293.505558
  nChanged 53
		SP:Iteration 4Q (46471.340000 sec): 3 clusters
  Score: Raw -65672.679784 + Penalty 2272.132488 = -63400.547296
  nChanged 35
		SP:Iteration 5Q (46471.360000 sec): 3 clusters
  Score: Raw -65736.187343 + Penalty 2272.132488 = -63464.054854
  nChanged 26
		SP:Iteration 6Q (46471.400000 sec): 3 clusters
  Score: Raw -65803.302437 + Penalty 2272.132488 = -63531.169949
  nChanged 24
		SP:Iteration 7Q (46471.450000 sec): 3 clusters
  Score: Raw -65855.595827 + Penalty 2272.132488 = -63583.463338
  nChanged 23
		SP:Iteration 8Q (46471.580000 sec): 3 clusters
  Score: Raw -65910.782161 + Penalty 2272.132488 = -63638.649673
  nChanged 21
		SP:Iteration 9Q (46471.750000 sec): 3 clusters
  Score: Raw -65960.827855 + Penalty 2272.132488 = -63688.695367
  nChanged 16
		SP:Iteration 10Q (46471.930000 sec): 3 clusters
  Score: Raw -65988.588105 + Penalty 2272.132488 = -63716.455617
  nChanged 14
		SP:Iteration 11Q (46472.100000 sec): 3 clusters
  Score: Raw -66008.430001 + Penalty 2272.132488 = -63736.297513
  nChanged 6
		SP:Iteration 12Q (46472.270000 sec): 3 clusters
  Score: Raw -66013.436002 + Penalty 2272.132488 = -63741.303514
  nChanged 5
		SP:Iteration 13Q (46472.450000 sec): 3 clusters
  Score: Raw -66019.958486 + Penalty 2272.132488 = -63747.825997
  nChanged 1
		SP:Iteration 14Q (46472.620000 sec): 3 clusters
  Score: Raw -66023.793741 + Penalty 2272.132488 = -63751.661253
  nChanged 3
		SP:Iteration 15Q (46472.790000 sec): 3 clusters
  Score: Raw -66025.660076 + Penalty 2272.132488 = -63753.527587
  nChanged 1
		SP:Iteration 16Q (46472.970000 sec): 3 clusters
  Score: Raw -66026.483428 + Penalty 2272.132488 = -63754.350939
  nChanged 0
		SP:Iteration 17F (46473.140000 sec): 3 clusters
  Score: Raw -66026.483428 + Penalty 2272.132488 = -63754.350939
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46473.230000 sec): 2 clusters
  Score: Raw -64689.454888 + Penalty 1086.655149 = -63602.799739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46473.400000 sec): 3 clusters
  Score: Raw -64481.328884 + Penalty 2173.310298 = -62308.018586
  nChanged 230
		SP:Iteration 1F (46473.570000 sec): 3 clusters
  Score: Raw -64778.178556 + Penalty 2173.310298 = -62604.868259
  nChanged 60
		SP:Iteration 2F (46473.750000 sec): 3 clusters
  Score: Raw -64865.450373 + Penalty 2173.310298 = -62692.140075
  nChanged 29
		SP:Iteration 3Q (46473.920000 sec): 3 clusters
  Score: Raw -64927.131155 + Penalty 2173.310298 = -62753.820858
  nChanged 37
		SP:Iteration 4Q (46474.090000 sec): 3 clusters
  Score: Raw -64988.276096 + Penalty 2173.310298 = -62814.965798
  nChanged 36
		SP:Iteration 5Q (46474.270000 sec): 3 clusters
  Score: Raw -65067.995575 + Penalty 2173.310298 = -62894.685277
  nChanged 24
		SP:Iteration 6Q (46474.440000 sec): 3 clusters
  Score: Raw -65111.474220 + Penalty 2173.310298 = -62938.163922
  nChanged 19
		SP:Iteration 7Q (46474.610000 sec): 3 clusters
  Score: Raw -65134.816677 + Penalty 2173.310298 = -62961.506379
  nChanged 15
		SP:Iteration 8Q (46474.790000 sec): 3 clusters
  Score: Raw -65158.544221 + Penalty 2173.310298 = -62985.233923
  nChanged 11
		SP:Iteration 9Q (46474.960000 sec): 3 clusters
  Score: Raw -65171.707736 + Penalty 2173.310298 = -62998.397438
  nChanged 6
		SP:Iteration 10Q (46475.130000 sec): 3 clusters
  Score: Raw -65178.583908 + Penalty 2173.310298 = -63005.273610
  nChanged 5
		SP:Iteration 11Q (46475.310000 sec): 3 clusters
  Score: Raw -65185.322980 + Penalty 2173.310298 = -63012.012683
  nChanged 3
		SP:Iteration 12Q (46475.480000 sec): 3 clusters
  Score: Raw -65188.269222 + Penalty 2173.310298 = -63014.958925
  nChanged 1
		SP:Iteration 13Q (46475.650000 sec): 3 clusters
  Score: Raw -65188.972016 + Penalty 2173.310298 = -63015.661718
  nChanged 1
		SP:Iteration 14Q (46475.830000 sec): 3 clusters
  Score: Raw -65190.170100 + Penalty 2173.310298 = -63016.859802
  nChanged 2
		SP:Iteration 15Q (46476.000000 sec): 3 clusters
  Score: Raw -65193.979999 + Penalty 2173.310298 = -63020.669702
  nChanged 2
		SP:Iteration 16Q (46476.170000 sec): 3 clusters
  Score: Raw -65197.931482 + Penalty 2173.310298 = -63024.621185
  nChanged 2
		SP:Iteration 17Q (46476.350000 sec): 3 clusters
  Score: Raw -65200.838731 + Penalty 2173.310298 = -63027.528433
  nChanged 4
		SP:Iteration 18Q (46476.520000 sec): 3 clusters
  Score: Raw -65205.136177 + Penalty 2173.310298 = -63031.825880
  nChanged 2
		SP:Iteration 19Q (46476.690000 sec): 3 clusters
  Score: Raw -65207.052005 + Penalty 2173.310298 = -63033.741708
  nChanged 1
		SP:Iteration 20F (46476.870000 sec): 3 clusters
  Score: Raw -65207.958400 + Penalty 2173.310298 = -63034.648102
  nChanged 1
		SP:Iteration 21Q (46477.040000 sec): 3 clusters
  Score: Raw -65209.059697 + Penalty 2173.310298 = -63035.749399
  nChanged 0
		SP:Iteration 22F (46477.210000 sec): 3 clusters
  Score: Raw -65209.059697 + Penalty 2173.310298 = -63035.749399
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (2919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46477.320000 sec): 2 clusters
  Score: Raw -212921.856249 + Penalty 1296.586910 = -211625.269339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46477.500000 sec): 3 clusters
  Score: Raw -211610.446084 + Penalty 2593.173821 = -209017.272263
  nChanged 1113
		SP:Iteration 1F (46477.670000 sec): 3 clusters
  Score: Raw -212444.181103 + Penalty 2593.173821 = -209851.007283
  nChanged 285
		SP:Iteration 2F (46477.740000 sec): 3 clusters
  Score: Raw -212739.754841 + Penalty 2593.173821 = -210146.581021
  nChanged 192
		SP:Iteration 3F (46477.820000 sec): 3 clusters
  Score: Raw -212936.070149 + Penalty 2593.173821 = -210342.896329
  nChanged 160
		SP:Iteration 4F (46477.900000 sec): 3 clusters
  Score: Raw -213107.984252 + Penalty 2593.173821 = -210514.810432
  nChanged 126
		SP:Iteration 5Q (46477.970000 sec): 3 clusters
  Score: Raw -213222.794872 + Penalty 2593.173821 = -210629.621051
  nChanged 119
		SP:Iteration 6Q (46478.050000 sec): 3 clusters
  Score: Raw -213319.570829 + Penalty 2593.173821 = -210726.397008
  nChanged 76
		SP:Iteration 7Q (46478.120000 sec): 3 clusters
  Score: Raw -213388.429824 + Penalty 2593.173821 = -210795.256003
  nChanged 77
		SP:Iteration 8Q (46478.200000 sec): 3 clusters
  Score: Raw -213448.218197 + Penalty 2593.173821 = -210855.044377
  nChanged 52
		SP:Iteration 9Q (46478.280000 sec): 3 clusters
  Score: Raw -213481.753238 + Penalty 2593.173821 = -210888.579417
  nChanged 48
		SP:Iteration 10Q (46478.350000 sec): 3 clusters
  Score: Raw -213517.392763 + Penalty 2593.173821 = -210924.218942
  nChanged 60
		SP:Iteration 11Q (46478.510000 sec): 3 clusters
  Score: Raw -213569.071700 + Penalty 2593.173821 = -210975.897879
  nChanged 61
		SP:Iteration 12Q (46478.680000 sec): 3 clusters
  Score: Raw -213610.451782 + Penalty 2593.173821 = -211017.277962
  nChanged 40
		SP:Iteration 13Q (46478.860000 sec): 3 clusters
  Score: Raw -213630.418625 + Penalty 2593.173821 = -211037.244805
  nChanged 31
		SP:Iteration 14Q (46479.030000 sec): 3 clusters
  Score: Raw -213646.015425 + Penalty 2593.173821 = -211052.841605
  nChanged 26
		SP:Iteration 15Q (46479.210000 sec): 3 clusters
  Score: Raw -213658.927766 + Penalty 2593.173821 = -211065.753945
  nChanged 15
		SP:Iteration 16Q (46479.380000 sec): 3 clusters
  Score: Raw -213664.118129 + Penalty 2593.173821 = -211070.944309
  nChanged 8
		SP:Iteration 17Q (46479.560000 sec): 3 clusters
  Score: Raw -213666.375953 + Penalty 2593.173821 = -211073.202133
  nChanged 9
		SP:Iteration 18Q (46479.730000 sec): 3 clusters
  Score: Raw -213671.186799 + Penalty 2593.173821 = -211078.012979
  nChanged 10
		SP:Iteration 19Q (46479.910000 sec): 3 clusters
  Score: Raw -213677.597972 + Penalty 2593.173821 = -211084.424152
  nChanged 10
		SP:Iteration 20F (46480.080000 sec): 3 clusters
  Score: Raw -213681.739808 + Penalty 2593.173821 = -211088.565987
  nChanged 4
		SP:Iteration 21Q (46480.260000 sec): 3 clusters
  Score: Raw -213682.647122 + Penalty 2593.173821 = -211089.473302
  nChanged 0
		SP:Iteration 22F (46480.440000 sec): 3 clusters
  Score: Raw -213682.647122 + Penalty 2593.173821 = -211089.473302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46480.720000 sec): 2 clusters
  Score: Raw -3011154.251310 + Penalty 1700.333202 = -3009453.918107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46481.170000 sec): 3 clusters
  Score: Raw -2989388.082283 + Penalty 3400.666404 = -2985987.415878
  nChanged 16287
		SP:Iteration 1F (46481.650000 sec): 3 clusters
  Score: Raw -2998580.793070 + Penalty 3400.666404 = -2995180.126666
  nChanged 1665
		SP:Iteration 2Q (46482.140000 sec): 3 clusters
  Score: Raw -2999154.274166 + Penalty 3400.666404 = -2995753.607762
  nChanged 1676
		SP:Iteration 3Q (46482.670000 sec): 3 clusters
  Score: Raw -2999790.779676 + Penalty 3400.666404 = -2996390.113272
  nChanged 1661
		SP:Iteration 4Q (46483.200000 sec): 3 clusters
  Score: Raw -3000463.780994 + Penalty 3400.666404 = -2997063.114590
  nChanged 1653
		SP:Iteration 5Q (46483.730000 sec): 3 clusters
  Score: Raw -3001149.918914 + Penalty 3400.666404 = -2997749.252510
  nChanged 1601
		SP:Iteration 6Q (46484.260000 sec): 3 clusters
  Score: Raw -3001794.027225 + Penalty 3400.666404 = -2998393.360820
  nChanged 1561
		SP:Iteration 7Q (46484.770000 sec): 3 clusters
  Score: Raw -3002422.423781 + Penalty 3400.666404 = -2999021.757377
  nChanged 1438
		SP:Iteration 8Q (46485.300000 sec): 3 clusters
  Score: Raw -3002971.239175 + Penalty 3400.666404 = -2999570.572771
  nChanged 1201
		SP:Iteration 9Q (46485.790000 sec): 3 clusters
  Score: Raw -3003417.245504 + Penalty 3400.666404 = -3000016.579099
  nChanged 1133
		SP:Iteration 10Q (46486.340000 sec): 3 clusters
  Score: Raw -3003883.181273 + Penalty 3400.666404 = -3000482.514868
  nChanged 1191
		SP:Iteration 11Q (46486.800000 sec): 3 clusters
  Score: Raw -3004425.178846 + Penalty 3400.666404 = -3001024.512441
  nChanged 1220
		SP:Iteration 12Q (46487.330000 sec): 3 clusters
  Score: Raw -3005022.017081 + Penalty 3400.666404 = -3001621.350676
  nChanged 1296
		SP:Iteration 13Q (46487.750000 sec): 3 clusters
  Score: Raw -3005691.381539 + Penalty 3400.666404 = -3002290.715135
  nChanged 1390
		SP:Iteration 14Q (46488.190000 sec): 3 clusters
  Score: Raw -3006462.095332 + Penalty 3400.666404 = -3003061.428927
  nChanged 1472
		SP:Iteration 15Q (46488.630000 sec): 3 clusters
  Score: Raw -3007306.029532 + Penalty 3400.666404 = -3003905.363128
  nChanged 1471
		SP:Iteration 16Q (46489.070000 sec): 3 clusters
  Score: Raw -3008169.823390 + Penalty 3400.666404 = -3004769.156985
  nChanged 1300
		SP:Iteration 17Q (46489.470000 sec): 3 clusters
  Score: Raw -3008891.817159 + Penalty 3400.666404 = -3005491.150754
  nChanged 1180
		SP:Iteration 18Q (46489.890000 sec): 3 clusters
  Score: Raw -3009493.850319 + Penalty 3400.666404 = -3006093.183914
  nChanged 1025
		SP:Iteration 19Q (46490.330000 sec): 3 clusters
  Score: Raw -3010001.560508 + Penalty 3400.666404 = -3006600.894103
  nChanged 867
		SP:Iteration 20F (46490.780000 sec): 3 clusters
  Score: Raw -3010415.648425 + Penalty 3400.666404 = -3007014.982020
  nChanged 647
		SP:Iteration 21Q (46491.220000 sec): 3 clusters
  Score: Raw -3010687.989468 + Penalty 3400.666404 = -3007287.323063
  nChanged 478
		SP:Iteration 22Q (46491.630000 sec): 3 clusters
  Score: Raw -3010873.671672 + Penalty 3400.666404 = -3007473.005268
  nChanged 402
		SP:Iteration 23Q (46492.080000 sec): 3 clusters
  Score: Raw -3011028.132917 + Penalty 3400.666404 = -3007627.466512
  nChanged 312
		SP:Iteration 24Q (46492.510000 sec): 3 clusters
  Score: Raw -3011153.327739 + Penalty 3400.666404 = -3007752.661335
  nChanged 251
		SP:Iteration 25Q (46492.960000 sec): 3 clusters
  Score: Raw -3011245.853898 + Penalty 3400.666404 = -3007845.187494
  nChanged 192
		SP:Iteration 26Q (46493.360000 sec): 3 clusters
  Score: Raw -3011312.224459 + Penalty 3400.666404 = -3007911.558055
  nChanged 149
		SP:Iteration 27Q (46493.810000 sec): 3 clusters
  Score: Raw -3011365.815944 + Penalty 3400.666404 = -3007965.149539
  nChanged 123
		SP:Iteration 28Q (46494.230000 sec): 3 clusters
  Score: Raw -3011406.108374 + Penalty 3400.666404 = -3008005.441969
  nChanged 105
		SP:Iteration 29Q (46494.680000 sec): 3 clusters
  Score: Raw -3011445.238277 + Penalty 3400.666404 = -3008044.571873
  nChanged 102
		SP:Iteration 30Q (46495.050000 sec): 3 clusters
  Score: Raw -3011480.964317 + Penalty 3400.666404 = -3008080.297912
  nChanged 87
		SP:Iteration 31Q (46495.390000 sec): 3 clusters
  Score: Raw -3011509.856662 + Penalty 3400.666404 = -3008109.190258
  nChanged 61
		SP:Iteration 32Q (46495.760000 sec): 3 clusters
  Score: Raw -3011526.784332 + Penalty 3400.666404 = -3008126.117928
  nChanged 40
		SP:Iteration 33Q (46496.240000 sec): 3 clusters
  Score: Raw -3011536.893527 + Penalty 3400.666404 = -3008136.227123
  nChanged 31
		SP:Iteration 34Q (46496.630000 sec): 3 clusters
  Score: Raw -3011544.896084 + Penalty 3400.666404 = -3008144.229680
  nChanged 26
		SP:Iteration 35Q (46497.010000 sec): 3 clusters
  Score: Raw -3011553.811292 + Penalty 3400.666404 = -3008153.144887
  nChanged 25
		SP:Iteration 36Q (46497.380000 sec): 3 clusters
  Score: Raw -3011560.665931 + Penalty 3400.666404 = -3008159.999526
  nChanged 20
		SP:Iteration 37Q (46497.820000 sec): 3 clusters
  Score: Raw -3011565.932014 + Penalty 3400.666404 = -3008165.265609
  nChanged 12
		SP:Iteration 38Q (46498.190000 sec): 3 clusters
  Score: Raw -3011568.845633 + Penalty 3400.666404 = -3008168.179229
  nChanged 11
		SP:Iteration 39Q (46498.590000 sec): 3 clusters
  Score: Raw -3011571.243395 + Penalty 3400.666404 = -3008170.576990
  nChanged 11
		SP:Iteration 40F (46499.040000 sec): 3 clusters
  Score: Raw -3011573.354700 + Penalty 3400.666404 = -3008172.688295
  nChanged 6
		SP:Iteration 41Q (46499.420000 sec): 3 clusters
  Score: Raw -3011574.529349 + Penalty 3400.666404 = -3008173.862945
  nChanged 8
		SP:Iteration 42Q (46499.840000 sec): 3 clusters
  Score: Raw -3011576.062555 + Penalty 3400.666404 = -3008175.396150
  nChanged 12
		SP:Iteration 43Q (46500.230000 sec): 3 clusters
  Score: Raw -3011578.937553 + Penalty 3400.666404 = -3008178.271149
  nChanged 7
		SP:Iteration 44Q (46500.610000 sec): 3 clusters
  Score: Raw -3011580.259822 + Penalty 3400.666404 = -3008179.593417
  nChanged 6
		SP:Iteration 45Q (46501.020000 sec): 3 clusters
  Score: Raw -3011581.658129 + Penalty 3400.666404 = -3008180.991725
  nChanged 5
		SP:Iteration 46Q (46501.430000 sec): 3 clusters
  Score: Raw -3011583.000217 + Penalty 3400.666404 = -3008182.333812
  nChanged 3
		SP:Iteration 47Q (46501.800000 sec): 3 clusters
  Score: Raw -3011583.909596 + Penalty 3400.666404 = -3008183.243191
  nChanged 8
		SP:Iteration 48Q (46502.170000 sec): 3 clusters
  Score: Raw -3011585.692264 + Penalty 3400.666404 = -3008185.025859
  nChanged 3
		SP:Iteration 49Q (46502.540000 sec): 3 clusters
  Score: Raw -3011586.300692 + Penalty 3400.666404 = -3008185.634288
  nChanged 1
		SP:Iteration 50Q (46502.910000 sec): 3 clusters
  Score: Raw -3011586.552226 + Penalty 3400.666404 = -3008185.885821
  nChanged 3
		SP:Iteration 51Q (46503.290000 sec): 3 clusters
  Score: Raw -3011587.171725 + Penalty 3400.666404 = -3008186.505320
  nChanged 2
		SP:Iteration 52Q (46503.660000 sec): 3 clusters
  Score: Raw -3011587.467769 + Penalty 3400.666404 = -3008186.801364
  nChanged 0
		SP:Iteration 53F (46504.100000 sec): 3 clusters
  Score: Raw -3011587.467769 + Penalty 3400.666404 = -3008186.801364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46504.180000 sec): 2 clusters
  Score: Raw -208679.381165 + Penalty 1307.043103 = -207372.338062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46504.340000 sec): 3 clusters
  Score: Raw -207220.464910 + Penalty 2614.086205 = -204606.378705
  nChanged 1167
		SP:Iteration 1F (46504.500000 sec): 3 clusters
  Score: Raw -208118.135131 + Penalty 2614.086205 = -205504.048925
  nChanged 296
		SP:Iteration 2F (46504.660000 sec): 3 clusters
  Score: Raw -208402.343396 + Penalty 2614.086205 = -205788.257191
  nChanged 191
		SP:Iteration 3F (46504.820000 sec): 3 clusters
  Score: Raw -208572.931043 + Penalty 2614.086205 = -205958.844838
  nChanged 151
		SP:Iteration 4Q (46504.980000 sec): 3 clusters
  Score: Raw -208689.051642 + Penalty 2614.086205 = -206074.965436
  nChanged 112
		SP:Iteration 5Q (46505.140000 sec): 3 clusters
  Score: Raw -208763.128086 + Penalty 2614.086205 = -206149.041880
  nChanged 91
		SP:Iteration 6Q (46505.300000 sec): 3 clusters
  Score: Raw -208826.902861 + Penalty 2614.086205 = -206212.816655
  nChanged 88
		SP:Iteration 7Q (46505.460000 sec): 3 clusters
  Score: Raw -208901.313320 + Penalty 2614.086205 = -206287.227115
  nChanged 98
		SP:Iteration 8Q (46505.620000 sec): 3 clusters
  Score: Raw -208997.441040 + Penalty 2614.086205 = -206383.354834
  nChanged 109
		SP:Iteration 9Q (46505.780000 sec): 3 clusters
  Score: Raw -209098.405516 + Penalty 2614.086205 = -206484.319311
  nChanged 103
		SP:Iteration 10Q (46505.940000 sec): 3 clusters
  Score: Raw -209201.224157 + Penalty 2614.086205 = -206587.137952
  nChanged 102
		SP:Iteration 11Q (46506.100000 sec): 3 clusters
  Score: Raw -209313.781269 + Penalty 2614.086205 = -206699.695063
  nChanged 104
		SP:Iteration 12Q (46506.260000 sec): 3 clusters
  Score: Raw -209394.940967 + Penalty 2614.086205 = -206780.854761
  nChanged 74
		SP:Iteration 13Q (46506.420000 sec): 3 clusters
  Score: Raw -209444.857560 + Penalty 2614.086205 = -206830.771354
  nChanged 59
		SP:Iteration 14Q (46506.580000 sec): 3 clusters
  Score: Raw -209481.314046 + Penalty 2614.086205 = -206867.227841
  nChanged 39
		SP:Iteration 15Q (46506.740000 sec): 3 clusters
  Score: Raw -209508.920686 + Penalty 2614.086205 = -206894.834481
  nChanged 32
		SP:Iteration 16Q (46506.900000 sec): 3 clusters
  Score: Raw -209527.101926 + Penalty 2614.086205 = -206913.015720
  nChanged 23
		SP:Iteration 17Q (46507.060000 sec): 3 clusters
  Score: Raw -209537.294139 + Penalty 2614.086205 = -206923.207934
  nChanged 19
		SP:Iteration 18Q (46507.220000 sec): 3 clusters
  Score: Raw -209546.959309 + Penalty 2614.086205 = -206932.873103
  nChanged 18
		SP:Iteration 19Q (46507.380000 sec): 3 clusters
  Score: Raw -209557.139582 + Penalty 2614.086205 = -206943.053377
  nChanged 14
		SP:Iteration 20F (46507.540000 sec): 3 clusters
  Score: Raw -209564.016626 + Penalty 2614.086205 = -206949.930420
  nChanged 11
		SP:Iteration 21Q (46507.700000 sec): 3 clusters
  Score: Raw -209570.517530 + Penalty 2614.086205 = -206956.431324
  nChanged 10
		SP:Iteration 22Q (46507.860000 sec): 3 clusters
  Score: Raw -209573.122752 + Penalty 2614.086205 = -206959.036547
  nChanged 7
		SP:Iteration 23Q (46508.020000 sec): 3 clusters
  Score: Raw -209576.071845 + Penalty 2614.086205 = -206961.985640
  nChanged 6
		SP:Iteration 24Q (46508.180000 sec): 3 clusters
  Score: Raw -209577.682218 + Penalty 2614.086205 = -206963.596012
  nChanged 3
		SP:Iteration 25Q (46508.340000 sec): 3 clusters
  Score: Raw -209579.130476 + Penalty 2614.086205 = -206965.044271
  nChanged 5
		SP:Iteration 26Q (46508.500000 sec): 3 clusters
  Score: Raw -209581.683928 + Penalty 2614.086205 = -206967.597722
  nChanged 4
		SP:Iteration 27Q (46508.660000 sec): 3 clusters
  Score: Raw -209583.036906 + Penalty 2614.086205 = -206968.950700
  nChanged 3
		SP:Iteration 28Q (46508.820000 sec): 3 clusters
  Score: Raw -209583.689134 + Penalty 2614.086205 = -206969.602928
  nChanged 1
		SP:Iteration 29Q (46508.980000 sec): 3 clusters
  Score: Raw -209584.563289 + Penalty 2614.086205 = -206970.477084
  nChanged 1
		SP:Iteration 30Q (46509.140000 sec): 3 clusters
  Score: Raw -209584.885529 + Penalty 2614.086205 = -206970.799324
  nChanged 2
		SP:Iteration 31Q (46509.290000 sec): 3 clusters
  Score: Raw -209585.359697 + Penalty 2614.086205 = -206971.273492
  nChanged 1
		SP:Iteration 32Q (46509.450000 sec): 3 clusters
  Score: Raw -209585.796925 + Penalty 2614.086205 = -206971.710719
  nChanged 0
		SP:Iteration 33F (46509.610000 sec): 3 clusters
  Score: Raw -209585.796925 + Penalty 2614.086205 = -206971.710719
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46509.720000 sec): 2 clusters
  Score: Raw -421713.452317 + Penalty 1397.540096 = -420315.912220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46509.940000 sec): 3 clusters
  Score: Raw -418905.239993 + Penalty 2795.080193 = -416110.159800
  nChanged 2261
		SP:Iteration 1F (46510.110000 sec): 3 clusters
  Score: Raw -420207.480550 + Penalty 2795.080193 = -417412.400358
  nChanged 426
		SP:Iteration 2F (46510.280000 sec): 3 clusters
  Score: Raw -420481.223819 + Penalty 2795.080193 = -417686.143626
  nChanged 309
		SP:Iteration 3F (46510.450000 sec): 3 clusters
  Score: Raw -420678.927549 + Penalty 2795.080193 = -417883.847356
  nChanged 270
		SP:Iteration 4Q (46510.690000 sec): 3 clusters
  Score: Raw -420860.523070 + Penalty 2795.080193 = -418065.442877
  nChanged 258
		SP:Iteration 5Q (46510.870000 sec): 3 clusters
  Score: Raw -421007.837284 + Penalty 2795.080193 = -418212.757091
  nChanged 210
		SP:Iteration 6Q (46511.020000 sec): 3 clusters
  Score: Raw -421123.530010 + Penalty 2795.080193 = -418328.449817
  nChanged 189
		SP:Iteration 7Q (46511.180000 sec): 3 clusters
  Score: Raw -421231.384032 + Penalty 2795.080193 = -418436.303840
  nChanged 175
		SP:Iteration 8Q (46511.380000 sec): 3 clusters
  Score: Raw -421315.441316 + Penalty 2795.080193 = -418520.361124
  nChanged 143
		SP:Iteration 9Q (46511.530000 sec): 3 clusters
  Score: Raw -421381.109426 + Penalty 2795.080193 = -418586.029233
  nChanged 117
		SP:Iteration 10Q (46511.690000 sec): 3 clusters
  Score: Raw -421429.240082 + Penalty 2795.080193 = -418634.159890
  nChanged 95
		SP:Iteration 11Q (46511.840000 sec): 3 clusters
  Score: Raw -421470.839690 + Penalty 2795.080193 = -418675.759497
  nChanged 91
		SP:Iteration 12Q (46512.000000 sec): 3 clusters
  Score: Raw -421504.224933 + Penalty 2795.080193 = -418709.144740
  nChanged 73
		SP:Iteration 13Q (46512.160000 sec): 3 clusters
  Score: Raw -421532.590886 + Penalty 2795.080193 = -418737.510694
  nChanged 62
		SP:Iteration 14Q (46512.320000 sec): 3 clusters
  Score: Raw -421557.589050 + Penalty 2795.080193 = -418762.508857
  nChanged 46
		SP:Iteration 15Q (46512.470000 sec): 3 clusters
  Score: Raw -421576.979311 + Penalty 2795.080193 = -418781.899119
  nChanged 40
		SP:Iteration 16Q (46512.630000 sec): 3 clusters
  Score: Raw -421592.125618 + Penalty 2795.080193 = -418797.045425
  nChanged 37
		SP:Iteration 17Q (46512.780000 sec): 3 clusters
  Score: Raw -421606.332019 + Penalty 2795.080193 = -418811.251827
  nChanged 42
		SP:Iteration 18Q (46512.940000 sec): 3 clusters
  Score: Raw -421621.418693 + Penalty 2795.080193 = -418826.338500
  nChanged 47
		SP:Iteration 19Q (46513.140000 sec): 3 clusters
  Score: Raw -421636.868816 + Penalty 2795.080193 = -418841.788623
  nChanged 34
		SP:Iteration 20F (46513.300000 sec): 3 clusters
  Score: Raw -421653.113026 + Penalty 2795.080193 = -418858.032834
  nChanged 47
		SP:Iteration 21Q (46513.460000 sec): 3 clusters
  Score: Raw -421676.567668 + Penalty 2795.080193 = -418881.487475
  nChanged 40
		SP:Iteration 22Q (46513.610000 sec): 3 clusters
  Score: Raw -421692.835312 + Penalty 2795.080193 = -418897.755120
  nChanged 38
		SP:Iteration 23Q (46513.770000 sec): 3 clusters
  Score: Raw -421709.034634 + Penalty 2795.080193 = -418913.954441
  nChanged 43
		SP:Iteration 24Q (46513.920000 sec): 3 clusters
  Score: Raw -421724.387693 + Penalty 2795.080193 = -418929.307501
  nChanged 38
		SP:Iteration 25Q (46514.100000 sec): 3 clusters
  Score: Raw -421737.146999 + Penalty 2795.080193 = -418942.066806
  nChanged 32
		SP:Iteration 26Q (46514.300000 sec): 3 clusters
  Score: Raw -421747.653207 + Penalty 2795.080193 = -418952.573015
  nChanged 30
		SP:Iteration 27Q (46514.520000 sec): 3 clusters
  Score: Raw -421757.468597 + Penalty 2795.080193 = -418962.388404
  nChanged 27
		SP:Iteration 28Q (46514.680000 sec): 3 clusters
  Score: Raw -421766.140092 + Penalty 2795.080193 = -418971.059900
  nChanged 34
		SP:Iteration 29Q (46514.850000 sec): 3 clusters
  Score: Raw -421776.315116 + Penalty 2795.080193 = -418981.234923
  nChanged 27
		SP:Iteration 30Q (46515.020000 sec): 3 clusters
  Score: Raw -421783.203094 + Penalty 2795.080193 = -418988.122902
  nChanged 24
		SP:Iteration 31Q (46515.190000 sec): 3 clusters
  Score: Raw -421791.210894 + Penalty 2795.080193 = -418996.130702
  nChanged 22
		SP:Iteration 32Q (46515.360000 sec): 3 clusters
  Score: Raw -421796.768825 + Penalty 2795.080193 = -419001.688632
  nChanged 18
		SP:Iteration 33Q (46515.540000 sec): 3 clusters
  Score: Raw -421803.313320 + Penalty 2795.080193 = -419008.233127
  nChanged 28
		SP:Iteration 34Q (46515.700000 sec): 3 clusters
  Score: Raw -421812.810764 + Penalty 2795.080193 = -419017.730572
  nChanged 31
		SP:Iteration 35Q (46515.880000 sec): 3 clusters
  Score: Raw -421821.426779 + Penalty 2795.080193 = -419026.346586
  nChanged 24
		SP:Iteration 36Q (46516.050000 sec): 3 clusters
  Score: Raw -421829.373583 + Penalty 2795.080193 = -419034.293391
  nChanged 18
		SP:Iteration 37Q (46516.220000 sec): 3 clusters
  Score: Raw -421834.626404 + Penalty 2795.080193 = -419039.546211
  nChanged 18
		SP:Iteration 38Q (46516.390000 sec): 3 clusters
  Score: Raw -421840.117916 + Penalty 2795.080193 = -419045.037723
  nChanged 16
		SP:Iteration 39Q (46516.560000 sec): 3 clusters
  Score: Raw -421844.211343 + Penalty 2795.080193 = -419049.131150
  nChanged 17
		SP:Iteration 40F (46516.730000 sec): 3 clusters
  Score: Raw -421849.311725 + Penalty 2795.080193 = -419054.231532
  nChanged 13
		SP:Iteration 41Q (46516.890000 sec): 3 clusters
  Score: Raw -421851.831106 + Penalty 2795.080193 = -419056.750914
  nChanged 8
		SP:Iteration 42Q (46517.100000 sec): 3 clusters
  Score: Raw -421853.495069 + Penalty 2795.080193 = -419058.414876
  nChanged 7
		SP:Iteration 43Q (46517.230000 sec): 3 clusters
  Score: Raw -421854.619800 + Penalty 2795.080193 = -419059.539607
  nChanged 5
		SP:Iteration 44Q (46517.440000 sec): 3 clusters
  Score: Raw -421855.293820 + Penalty 2795.080193 = -419060.213627
  nChanged 7
		SP:Iteration 45Q (46517.650000 sec): 3 clusters
  Score: Raw -421856.269524 + Penalty 2795.080193 = -419061.189331
  nChanged 6
		SP:Iteration 46Q (46517.820000 sec): 3 clusters
  Score: Raw -421857.609472 + Penalty 2795.080193 = -419062.529279
  nChanged 8
		SP:Iteration 47Q (46517.980000 sec): 3 clusters
  Score: Raw -421859.002013 + Penalty 2795.080193 = -419063.921820
  nChanged 6
		SP:Iteration 48Q (46518.140000 sec): 3 clusters
  Score: Raw -421860.156171 + Penalty 2795.080193 = -419065.075979
  nChanged 6
		SP:Iteration 49Q (46518.300000 sec): 3 clusters
  Score: Raw -421861.529674 + Penalty 2795.080193 = -419066.449482
  nChanged 11
		SP:Iteration 50Q (46518.450000 sec): 3 clusters
  Score: Raw -421863.375350 + Penalty 2795.080193 = -419068.295158
  nChanged 11
		SP:Iteration 51Q (46518.630000 sec): 3 clusters
  Score: Raw -421865.023649 + Penalty 2795.080193 = -419069.943456
  nChanged 11
		SP:Iteration 52Q (46518.800000 sec): 3 clusters
  Score: Raw -421866.814672 + Penalty 2795.080193 = -419071.734479
  nChanged 13
		SP:Iteration 53Q (46518.970000 sec): 3 clusters
  Score: Raw -421869.107168 + Penalty 2795.080193 = -419074.026976
  nChanged 10
		SP:Iteration 54Q (46519.140000 sec): 3 clusters
  Score: Raw -421870.872331 + Penalty 2795.080193 = -419075.792139
  nChanged 16
		SP:Iteration 55Q (46519.320000 sec): 3 clusters
  Score: Raw -421874.544494 + Penalty 2795.080193 = -419079.464301
  nChanged 15
		SP:Iteration 56Q (46519.490000 sec): 3 clusters
  Score: Raw -421878.864652 + Penalty 2795.080193 = -419083.784460
  nChanged 21
		SP:Iteration 57Q (46519.690000 sec): 3 clusters
  Score: Raw -421886.226655 + Penalty 2795.080193 = -419091.146462
  nChanged 34
		SP:Iteration 58Q (46519.850000 sec): 3 clusters
  Score: Raw -421896.740574 + Penalty 2795.080193 = -419101.660381
  nChanged 25
		SP:Iteration 59Q (46520.080000 sec): 3 clusters
  Score: Raw -421903.562431 + Penalty 2795.080193 = -419108.482239
  nChanged 22
		SP:Iteration 60F (46520.250000 sec): 3 clusters
  Score: Raw -421909.137123 + Penalty 2795.080193 = -419114.056930
  nChanged 24
		SP:Iteration 61Q (46520.420000 sec): 3 clusters
  Score: Raw -421916.731706 + Penalty 2795.080193 = -419121.651514
  nChanged 15
		SP:Iteration 62Q (46520.620000 sec): 3 clusters
  Score: Raw -421920.957574 + Penalty 2795.080193 = -419125.877382
  nChanged 14
		SP:Iteration 63Q (46520.780000 sec): 3 clusters
  Score: Raw -421926.040771 + Penalty 2795.080193 = -419130.960578
  nChanged 17
		SP:Iteration 64Q (46520.920000 sec): 3 clusters
  Score: Raw -421929.996445 + Penalty 2795.080193 = -419134.916253
  nChanged 8
		SP:Iteration 65Q (46521.100000 sec): 3 clusters
  Score: Raw -421932.254002 + Penalty 2795.080193 = -419137.173809
  nChanged 8
		SP:Iteration 66Q (46521.270000 sec): 3 clusters
  Score: Raw -421933.927961 + Penalty 2795.080193 = -419138.847768
  nChanged 10
		SP:Iteration 67Q (46521.440000 sec): 3 clusters
  Score: Raw -421936.796921 + Penalty 2795.080193 = -419141.716729
  nChanged 18
		SP:Iteration 68Q (46521.620000 sec): 3 clusters
  Score: Raw -421942.701917 + Penalty 2795.080193 = -419147.621724
  nChanged 23
		SP:Iteration 69Q (46521.820000 sec): 3 clusters
  Score: Raw -421952.401993 + Penalty 2795.080193 = -419157.321801
  nChanged 15
		SP:Iteration 70Q (46521.980000 sec): 3 clusters
  Score: Raw -421956.891122 + Penalty 2795.080193 = -419161.810930
  nChanged 19
		SP:Iteration 71Q (46522.150000 sec): 3 clusters
  Score: Raw -421962.329769 + Penalty 2795.080193 = -419167.249577
  nChanged 14
		SP:Iteration 72Q (46522.320000 sec): 3 clusters
  Score: Raw -421965.793512 + Penalty 2795.080193 = -419170.713320
  nChanged 15
		SP:Iteration 73Q (46522.480000 sec): 3 clusters
  Score: Raw -421970.758975 + Penalty 2795.080193 = -419175.678782
  nChanged 12
		SP:Iteration 74Q (46522.660000 sec): 3 clusters
  Score: Raw -421974.499780 + Penalty 2795.080193 = -419179.419587
  nChanged 5
		SP:Iteration 75Q (46522.830000 sec): 3 clusters
  Score: Raw -421976.099865 + Penalty 2795.080193 = -419181.019673
  nChanged 5
		SP:Iteration 76Q (46523.000000 sec): 3 clusters
  Score: Raw -421978.062022 + Penalty 2795.080193 = -419182.981829
  nChanged 8
		SP:Iteration 77Q (46523.170000 sec): 3 clusters
  Score: Raw -421980.576491 + Penalty 2795.080193 = -419185.496298
  nChanged 7
		SP:Iteration 78Q (46523.340000 sec): 3 clusters
  Score: Raw -421982.196361 + Penalty 2795.080193 = -419187.116168
  nChanged 8
		SP:Iteration 79Q (46523.510000 sec): 3 clusters
  Score: Raw -421984.965144 + Penalty 2795.080193 = -419189.884951
  nChanged 4
		SP:Iteration 80F (46523.680000 sec): 3 clusters
  Score: Raw -421986.782216 + Penalty 2795.080193 = -419191.702023
  nChanged 5
		SP:Iteration 81Q (46523.860000 sec): 3 clusters
  Score: Raw -421988.491853 + Penalty 2795.080193 = -419193.411661
  nChanged 6
		SP:Iteration 82Q (46524.030000 sec): 3 clusters
  Score: Raw -421989.505841 + Penalty 2795.080193 = -419194.425648
  nChanged 6
		SP:Iteration 83Q (46524.200000 sec): 3 clusters
  Score: Raw -421991.317811 + Penalty 2795.080193 = -419196.237619
  nChanged 5
		SP:Iteration 84Q (46524.370000 sec): 3 clusters
  Score: Raw -421992.913489 + Penalty 2795.080193 = -419197.833296
  nChanged 4
		SP:Iteration 85Q (46524.540000 sec): 3 clusters
  Score: Raw -421995.238009 + Penalty 2795.080193 = -419200.157817
  nChanged 8
		SP:Iteration 86Q (46524.740000 sec): 3 clusters
  Score: Raw -421998.540026 + Penalty 2795.080193 = -419203.459833
  nChanged 7
		SP:Iteration 87Q (46524.920000 sec): 3 clusters
  Score: Raw -422000.640676 + Penalty 2795.080193 = -419205.560484
  nChanged 7
		SP:Iteration 88Q (46525.140000 sec): 3 clusters
  Score: Raw -422002.395041 + Penalty 2795.080193 = -419207.314849
  nChanged 4
		SP:Iteration 89Q (46525.340000 sec): 3 clusters
  Score: Raw -422004.571966 + Penalty 2795.080193 = -419209.491773
  nChanged 3
		SP:Iteration 90Q (46525.510000 sec): 3 clusters
  Score: Raw -422005.457800 + Penalty 2795.080193 = -419210.377608
  nChanged 1
		SP:Iteration 91Q (46525.680000 sec): 3 clusters
  Score: Raw -422005.912670 + Penalty 2795.080193 = -419210.832478
  nChanged 4
		SP:Iteration 92Q (46525.880000 sec): 3 clusters
  Score: Raw -422006.878206 + Penalty 2795.080193 = -419211.798013
  nChanged 5
		SP:Iteration 93Q (46526.070000 sec): 3 clusters
  Score: Raw -422008.717633 + Penalty 2795.080193 = -419213.637440
  nChanged 3
		SP:Iteration 94Q (46526.270000 sec): 3 clusters
  Score: Raw -422009.796403 + Penalty 2795.080193 = -419214.716210
  nChanged 4
		SP:Iteration 95Q (46526.420000 sec): 3 clusters
  Score: Raw -422011.314224 + Penalty 2795.080193 = -419216.234031
  nChanged 2
		SP:Iteration 96Q (46526.570000 sec): 3 clusters
  Score: Raw -422011.639940 + Penalty 2795.080193 = -419216.559747
  nChanged 1
		SP:Iteration 97Q (46526.710000 sec): 3 clusters
  Score: Raw -422012.250692 + Penalty 2795.080193 = -419217.170499
  nChanged 1
		SP:Iteration 98Q (46526.850000 sec): 3 clusters
  Score: Raw -422012.495047 + Penalty 2795.080193 = -419217.414854
  nChanged 1
		SP:Iteration 99Q (46527.000000 sec): 3 clusters
  Score: Raw -422012.615193 + Penalty 2795.080193 = -419217.535000
  nChanged 0
		SP:Iteration 100F (46527.150000 sec): 3 clusters
  Score: Raw -422012.615193 + Penalty 2795.080193 = -419217.535000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46527.250000 sec): 2 clusters
  Score: Raw -260239.240851 + Penalty 1314.640565 = -258924.600286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46527.410000 sec): 3 clusters
  Score: Raw -258732.122888 + Penalty 2629.281130 = -256102.841759
  nChanged 1242
		SP:Iteration 1F (46527.590000 sec): 3 clusters
  Score: Raw -259451.836726 + Penalty 2629.281130 = -256822.555597
  nChanged 258
		SP:Iteration 2F (46527.770000 sec): 3 clusters
  Score: Raw -259635.558224 + Penalty 2629.281130 = -257006.277095
  nChanged 192
		SP:Iteration 3F (46527.940000 sec): 3 clusters
  Score: Raw -259783.440913 + Penalty 2629.281130 = -257154.159783
  nChanged 173
		SP:Iteration 4F (46528.110000 sec): 3 clusters
  Score: Raw -259913.672518 + Penalty 2629.281130 = -257284.391388
  nChanged 152
		SP:Iteration 5Q (46528.290000 sec): 3 clusters
  Score: Raw -260022.550314 + Penalty 2629.281130 = -257393.269185
  nChanged 130
		SP:Iteration 6Q (46528.460000 sec): 3 clusters
  Score: Raw -260113.914735 + Penalty 2629.281130 = -257484.633606
  nChanged 107
		SP:Iteration 7Q (46528.630000 sec): 3 clusters
  Score: Raw -260182.999336 + Penalty 2629.281130 = -257553.718206
  nChanged 98
		SP:Iteration 8Q (46528.810000 sec): 3 clusters
  Score: Raw -260250.890257 + Penalty 2629.281130 = -257621.609128
  nChanged 71
		SP:Iteration 9Q (46528.990000 sec): 3 clusters
  Score: Raw -260297.015860 + Penalty 2629.281130 = -257667.734730
  nChanged 73
		SP:Iteration 10Q (46529.160000 sec): 3 clusters
  Score: Raw -260336.449759 + Penalty 2629.281130 = -257707.168629
  nChanged 47
		SP:Iteration 11Q (46529.330000 sec): 3 clusters
  Score: Raw -260361.068742 + Penalty 2629.281130 = -257731.787613
  nChanged 38
		SP:Iteration 12Q (46529.510000 sec): 3 clusters
  Score: Raw -260381.216395 + Penalty 2629.281130 = -257751.935266
  nChanged 27
		SP:Iteration 13Q (46529.680000 sec): 3 clusters
  Score: Raw -260393.498336 + Penalty 2629.281130 = -257764.217207
  nChanged 25
		SP:Iteration 14Q (46529.860000 sec): 3 clusters
  Score: Raw -260406.002218 + Penalty 2629.281130 = -257776.721088
  nChanged 22
		SP:Iteration 15Q (46530.030000 sec): 3 clusters
  Score: Raw -260417.883123 + Penalty 2629.281130 = -257788.601993
  nChanged 18
		SP:Iteration 16Q (46530.210000 sec): 3 clusters
  Score: Raw -260427.099174 + Penalty 2629.281130 = -257797.818044
  nChanged 11
		SP:Iteration 17Q (46530.380000 sec): 3 clusters
  Score: Raw -260434.335022 + Penalty 2629.281130 = -257805.053892
  nChanged 10
		SP:Iteration 18Q (46530.550000 sec): 3 clusters
  Score: Raw -260437.898534 + Penalty 2629.281130 = -257808.617405
  nChanged 6
		SP:Iteration 19Q (46530.730000 sec): 3 clusters
  Score: Raw -260440.663337 + Penalty 2629.281130 = -257811.382207
  nChanged 8
		SP:Iteration 20F (46530.900000 sec): 3 clusters
  Score: Raw -260444.529692 + Penalty 2629.281130 = -257815.248562
  nChanged 5
		SP:Iteration 21Q (46531.080000 sec): 3 clusters
  Score: Raw -260446.420806 + Penalty 2629.281130 = -257817.139677
  nChanged 4
		SP:Iteration 22Q (46531.250000 sec): 3 clusters
  Score: Raw -260448.147866 + Penalty 2629.281130 = -257818.866736
  nChanged 3
		SP:Iteration 23Q (46531.430000 sec): 3 clusters
  Score: Raw -260448.823539 + Penalty 2629.281130 = -257819.542410
  nChanged 4
		SP:Iteration 24Q (46531.600000 sec): 3 clusters
  Score: Raw -260450.228252 + Penalty 2629.281130 = -257820.947123
  nChanged 2
		SP:Iteration 25Q (46531.770000 sec): 3 clusters
  Score: Raw -260451.041605 + Penalty 2629.281130 = -257821.760476
  nChanged 3
		SP:Iteration 26Q (46531.950000 sec): 3 clusters
  Score: Raw -260452.211834 + Penalty 2629.281130 = -257822.930704
  nChanged 0
		SP:Iteration 27F (46532.120000 sec): 3 clusters
  Score: Raw -260452.211834 + Penalty 2629.281130 = -257822.930704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46532.230000 sec): 2 clusters
  Score: Raw -232968.456723 + Penalty 1290.864688 = -231677.592035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46532.410000 sec): 3 clusters
  Score: Raw -231654.271861 + Penalty 2581.729375 = -229072.542486
  nChanged 1056
		SP:Iteration 1F (46532.580000 sec): 3 clusters
  Score: Raw -232370.705686 + Penalty 2581.729375 = -229788.976311
  nChanged 272
		SP:Iteration 2F (46532.750000 sec): 3 clusters
  Score: Raw -232625.781092 + Penalty 2581.729375 = -230044.051717
  nChanged 221
		SP:Iteration 3F (46532.930000 sec): 3 clusters
  Score: Raw -232834.855756 + Penalty 2581.729375 = -230253.126381
  nChanged 177
		SP:Iteration 4F (46533.110000 sec): 3 clusters
  Score: Raw -233008.016164 + Penalty 2581.729375 = -230426.286789
  nChanged 144
		SP:Iteration 5F (46533.280000 sec): 3 clusters
  Score: Raw -233143.546453 + Penalty 2581.729375 = -230561.817078
  nChanged 120
		SP:Iteration 6Q (46533.450000 sec): 3 clusters
  Score: Raw -233243.672776 + Penalty 2581.729375 = -230661.943401
  nChanged 66
		SP:Iteration 7Q (46533.630000 sec): 3 clusters
  Score: Raw -233290.836811 + Penalty 2581.729375 = -230709.107436
  nChanged 48
		SP:Iteration 8Q (46533.800000 sec): 3 clusters
  Score: Raw -233320.751818 + Penalty 2581.729375 = -230739.022443
  nChanged 35
		SP:Iteration 9Q (46533.940000 sec): 3 clusters
  Score: Raw -233340.809603 + Penalty 2581.729375 = -230759.080228
  nChanged 25
		SP:Iteration 10Q (46534.050000 sec): 3 clusters
  Score: Raw -233355.612771 + Penalty 2581.729375 = -230773.883396
  nChanged 14
		SP:Iteration 11Q (46534.130000 sec): 3 clusters
  Score: Raw -233361.516169 + Penalty 2581.729375 = -230779.786794
  nChanged 9
		SP:Iteration 12Q (46534.200000 sec): 3 clusters
  Score: Raw -233365.835373 + Penalty 2581.729375 = -230784.105998
  nChanged 4
		SP:Iteration 13Q (46534.320000 sec): 3 clusters
  Score: Raw -233367.177864 + Penalty 2581.729375 = -230785.448489
  nChanged 5
		SP:Iteration 14Q (46534.550000 sec): 3 clusters
  Score: Raw -233368.724254 + Penalty 2581.729375 = -230786.994879
  nChanged 1
		SP:Iteration 15Q (46534.690000 sec): 3 clusters
  Score: Raw -233368.930496 + Penalty 2581.729375 = -230787.201121
  nChanged 1
		SP:Iteration 16Q (46534.870000 sec): 3 clusters
  Score: Raw -233369.048125 + Penalty 2581.729375 = -230787.318750
  nChanged 0
		SP:Iteration 17F (46535.050000 sec): 3 clusters
  Score: Raw -233369.048125 + Penalty 2581.729375 = -230787.318750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46535.130000 sec): 2 clusters
  Score: Raw -43801.743274 + Penalty 1029.734181 = -42772.009093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46535.310000 sec): 3 clusters
  Score: Raw -43768.040454 + Penalty 2059.468363 = -41708.572091
  nChanged 138
		SP:Iteration 1F (46535.490000 sec): 3 clusters
  Score: Raw -44104.974061 + Penalty 2059.468363 = -42045.505698
  nChanged 64
		SP:Iteration 2F (46535.660000 sec): 3 clusters
  Score: Raw -44442.947505 + Penalty 2059.468363 = -42383.479143
  nChanged 61
		SP:Iteration 3F (46535.840000 sec): 3 clusters
  Score: Raw -44611.893647 + Penalty 2059.468363 = -42552.425284
  nChanged 40
		SP:Iteration 4F (46536.010000 sec): 3 clusters
  Score: Raw -44713.806832 + Penalty 2059.468363 = -42654.338470
  nChanged 17
		SP:Iteration 5Q (46536.190000 sec): 3 clusters
  Score: Raw -44753.112155 + Penalty 2059.468363 = -42693.643792
  nChanged 7
		SP:Iteration 6Q (46536.370000 sec): 3 clusters
  Score: Raw -44767.288902 + Penalty 2059.468363 = -42707.820540
  nChanged 3
		SP:Iteration 7Q (46536.540000 sec): 3 clusters
  Score: Raw -44777.837177 + Penalty 2059.468363 = -42718.368814
  nChanged 2
		SP:Iteration 8Q (46536.710000 sec): 3 clusters
  Score: Raw -44783.243700 + Penalty 2059.468363 = -42723.775338
  nChanged 0
		SP:Iteration 9F (46536.890000 sec): 3 clusters
  Score: Raw -44783.243700 + Penalty 2059.468363 = -42723.775338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46537.000000 sec): 2 clusters
  Score: Raw -227038.765438 + Penalty 1316.374839 = -225722.390599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46537.170000 sec): 3 clusters
  Score: Raw -225464.028090 + Penalty 2632.749679 = -222831.278411
  nChanged 1279
		SP:Iteration 1F (46537.350000 sec): 3 clusters
  Score: Raw -226560.797505 + Penalty 2632.749679 = -223928.047826
  nChanged 385
		SP:Iteration 2F (46537.520000 sec): 3 clusters
  Score: Raw -226989.508091 + Penalty 2632.749679 = -224356.758412
  nChanged 252
		SP:Iteration 3F (46537.690000 sec): 3 clusters
  Score: Raw -227242.237746 + Penalty 2632.749679 = -224609.488067
  nChanged 192
		SP:Iteration 4F (46537.860000 sec): 3 clusters
  Score: Raw -227421.809101 + Penalty 2632.749679 = -224789.059422
  nChanged 141
		SP:Iteration 5Q (46538.030000 sec): 3 clusters
  Score: Raw -227515.775103 + Penalty 2632.749679 = -224883.025424
  nChanged 107
		SP:Iteration 6Q (46538.190000 sec): 3 clusters
  Score: Raw -227578.467266 + Penalty 2632.749679 = -224945.717587
  nChanged 92
		SP:Iteration 7Q (46538.350000 sec): 3 clusters
  Score: Raw -227634.453608 + Penalty 2632.749679 = -225001.703929
  nChanged 71
		SP:Iteration 8Q (46538.510000 sec): 3 clusters
  Score: Raw -227669.488363 + Penalty 2632.749679 = -225036.738684
  nChanged 53
		SP:Iteration 9Q (46538.670000 sec): 3 clusters
  Score: Raw -227691.966277 + Penalty 2632.749679 = -225059.216598
  nChanged 49
		SP:Iteration 10Q (46538.830000 sec): 3 clusters
  Score: Raw -227715.472158 + Penalty 2632.749679 = -225082.722479
  nChanged 52
		SP:Iteration 11Q (46539.010000 sec): 3 clusters
  Score: Raw -227742.752950 + Penalty 2632.749679 = -225110.003271
  nChanged 39
		SP:Iteration 12Q (46539.170000 sec): 3 clusters
  Score: Raw -227761.020460 + Penalty 2632.749679 = -225128.270781
  nChanged 28
		SP:Iteration 13Q (46539.340000 sec): 3 clusters
  Score: Raw -227775.150260 + Penalty 2632.749679 = -225142.400581
  nChanged 33
		SP:Iteration 14Q (46539.520000 sec): 3 clusters
  Score: Raw -227788.882227 + Penalty 2632.749679 = -225156.132548
  nChanged 38
		SP:Iteration 15Q (46539.690000 sec): 3 clusters
  Score: Raw -227806.854662 + Penalty 2632.749679 = -225174.104983
  nChanged 36
		SP:Iteration 16Q (46539.870000 sec): 3 clusters
  Score: Raw -227827.807538 + Penalty 2632.749679 = -225195.057859
  nChanged 34
		SP:Iteration 17Q (46540.050000 sec): 3 clusters
  Score: Raw -227846.208384 + Penalty 2632.749679 = -225213.458705
  nChanged 41
		SP:Iteration 18Q (46540.220000 sec): 3 clusters
  Score: Raw -227864.426863 + Penalty 2632.749679 = -225231.677184
  nChanged 24
		SP:Iteration 19Q (46540.400000 sec): 3 clusters
  Score: Raw -227873.141882 + Penalty 2632.749679 = -225240.392203
  nChanged 17
		SP:Iteration 20F (46540.570000 sec): 3 clusters
  Score: Raw -227889.335996 + Penalty 2632.749679 = -225256.586317
  nChanged 25
		SP:Iteration 21Q (46540.750000 sec): 3 clusters
  Score: Raw -227899.068827 + Penalty 2632.749679 = -225266.319148
  nChanged 24
		SP:Iteration 22Q (46540.920000 sec): 3 clusters
  Score: Raw -227908.403315 + Penalty 2632.749679 = -225275.653636
  nChanged 15
		SP:Iteration 23Q (46541.100000 sec): 3 clusters
  Score: Raw -227914.831013 + Penalty 2632.749679 = -225282.081334
  nChanged 19
		SP:Iteration 24Q (46541.270000 sec): 3 clusters
  Score: Raw -227922.802721 + Penalty 2632.749679 = -225290.053042
  nChanged 15
		SP:Iteration 25Q (46541.450000 sec): 3 clusters
  Score: Raw -227927.583138 + Penalty 2632.749679 = -225294.833459
  nChanged 11
		SP:Iteration 26Q (46541.630000 sec): 3 clusters
  Score: Raw -227930.913714 + Penalty 2632.749679 = -225298.164035
  nChanged 10
		SP:Iteration 27Q (46541.800000 sec): 3 clusters
  Score: Raw -227933.575209 + Penalty 2632.749679 = -225300.825530
  nChanged 4
		SP:Iteration 28Q (46541.980000 sec): 3 clusters
  Score: Raw -227934.496009 + Penalty 2632.749679 = -225301.746330
  nChanged 2
		SP:Iteration 29Q (46542.150000 sec): 3 clusters
  Score: Raw -227934.656269 + Penalty 2632.749679 = -225301.906590
  nChanged 0
		SP:Iteration 30F (46542.330000 sec): 3 clusters
  Score: Raw -227934.656269 + Penalty 2632.749679 = -225301.906590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46542.410000 sec): 2 clusters
  Score: Raw -114891.106232 + Penalty 1199.595209 = -113691.511023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46542.590000 sec): 3 clusters
  Score: Raw -114225.789721 + Penalty 2399.190419 = -111826.599302
  nChanged 551
		SP:Iteration 1F (46542.770000 sec): 3 clusters
  Score: Raw -114656.782321 + Penalty 2399.190419 = -112257.591902
  nChanged 169
		SP:Iteration 2F (46542.940000 sec): 3 clusters
  Score: Raw -114803.165851 + Penalty 2399.190419 = -112403.975432
  nChanged 86
		SP:Iteration 3F (46543.110000 sec): 3 clusters
  Score: Raw -114882.037448 + Penalty 2399.190419 = -112482.847030
  nChanged 51
		SP:Iteration 4Q (46543.290000 sec): 3 clusters
  Score: Raw -114919.135627 + Penalty 2399.190419 = -112519.945208
  nChanged 38
		SP:Iteration 5Q (46543.470000 sec): 3 clusters
  Score: Raw -114946.420087 + Penalty 2399.190419 = -112547.229668
  nChanged 31
		SP:Iteration 6Q (46543.640000 sec): 3 clusters
  Score: Raw -114976.638646 + Penalty 2399.190419 = -112577.448227
  nChanged 28
		SP:Iteration 7Q (46543.820000 sec): 3 clusters
  Score: Raw -115005.152354 + Penalty 2399.190419 = -112605.961935
  nChanged 23
		SP:Iteration 8Q (46543.990000 sec): 3 clusters
  Score: Raw -115022.002397 + Penalty 2399.190419 = -112622.811978
  nChanged 21
		SP:Iteration 9Q (46544.170000 sec): 3 clusters
  Score: Raw -115036.203418 + Penalty 2399.190419 = -112637.012999
  nChanged 15
		SP:Iteration 10Q (46544.350000 sec): 3 clusters
  Score: Raw -115046.876741 + Penalty 2399.190419 = -112647.686322
  nChanged 13
		SP:Iteration 11Q (46544.520000 sec): 3 clusters
  Score: Raw -115055.153519 + Penalty 2399.190419 = -112655.963100
  nChanged 8
		SP:Iteration 12Q (46544.700000 sec): 3 clusters
  Score: Raw -115059.067777 + Penalty 2399.190419 = -112659.877358
  nChanged 2
		SP:Iteration 13Q (46544.870000 sec): 3 clusters
  Score: Raw -115059.817816 + Penalty 2399.190419 = -112660.627397
  nChanged 1
		SP:Iteration 14Q (46545.050000 sec): 3 clusters
  Score: Raw -115060.263280 + Penalty 2399.190419 = -112661.072861
  nChanged 1
		SP:Iteration 15Q (46545.230000 sec): 3 clusters
  Score: Raw -115060.529324 + Penalty 2399.190419 = -112661.338905
  nChanged 0
		SP:Iteration 16F (46545.400000 sec): 3 clusters
  Score: Raw -115060.529324 + Penalty 2399.190419 = -112661.338905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46545.480000 sec): 2 clusters
  Score: Raw -224930.602359 + Penalty 1283.913646 = -223646.688713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46545.650000 sec): 3 clusters
  Score: Raw -223691.738014 + Penalty 2567.827292 = -221123.910722
  nChanged 1008
		SP:Iteration 1F (46545.820000 sec): 3 clusters
  Score: Raw -224283.737773 + Penalty 2567.827292 = -221715.910481
  nChanged 228
		SP:Iteration 2F (46546.000000 sec): 3 clusters
  Score: Raw -224418.099904 + Penalty 2567.827292 = -221850.272612
  nChanged 121
		SP:Iteration 3Q (46546.170000 sec): 3 clusters
  Score: Raw -224485.975115 + Penalty 2567.827292 = -221918.147823
  nChanged 87
		SP:Iteration 4Q (46546.350000 sec): 3 clusters
  Score: Raw -224531.109751 + Penalty 2567.827292 = -221963.282459
  nChanged 57
		SP:Iteration 5Q (46546.520000 sec): 3 clusters
  Score: Raw -224560.825046 + Penalty 2567.827292 = -221992.997754
  nChanged 45
		SP:Iteration 6Q (46546.700000 sec): 3 clusters
  Score: Raw -224582.122555 + Penalty 2567.827292 = -222014.295263
  nChanged 34
		SP:Iteration 7Q (46546.870000 sec): 3 clusters
  Score: Raw -224599.836124 + Penalty 2567.827292 = -222032.008832
  nChanged 28
		SP:Iteration 8Q (46547.050000 sec): 3 clusters
  Score: Raw -224617.160222 + Penalty 2567.827292 = -222049.332930
  nChanged 30
		SP:Iteration 9Q (46547.250000 sec): 3 clusters
  Score: Raw -224628.779201 + Penalty 2567.827292 = -222060.951910
  nChanged 21
		SP:Iteration 10Q (46547.400000 sec): 3 clusters
  Score: Raw -224637.739878 + Penalty 2567.827292 = -222069.912587
  nChanged 28
		SP:Iteration 11Q (46547.580000 sec): 3 clusters
  Score: Raw -224650.591344 + Penalty 2567.827292 = -222082.764052
  nChanged 33
		SP:Iteration 12Q (46547.750000 sec): 3 clusters
  Score: Raw -224662.215738 + Penalty 2567.827292 = -222094.388446
  nChanged 39
		SP:Iteration 13Q (46547.930000 sec): 3 clusters
  Score: Raw -224678.059327 + Penalty 2567.827292 = -222110.232035
  nChanged 43
		SP:Iteration 14Q (46548.110000 sec): 3 clusters
  Score: Raw -224699.415795 + Penalty 2567.827292 = -222131.588503
  nChanged 61
		SP:Iteration 15Q (46548.280000 sec): 3 clusters
  Score: Raw -224737.269735 + Penalty 2567.827292 = -222169.442443
  nChanged 84
		SP:Iteration 16Q (46548.460000 sec): 3 clusters
  Score: Raw -224786.352783 + Penalty 2567.827292 = -222218.525491
  nChanged 100
		SP:Iteration 17Q (46548.680000 sec): 3 clusters
  Score: Raw -224863.691305 + Penalty 2567.827292 = -222295.864013
  nChanged 123
		SP:Iteration 18Q (46548.850000 sec): 3 clusters
  Score: Raw -224977.161888 + Penalty 2567.827292 = -222409.334596
  nChanged 126
		SP:Iteration 19Q (46549.020000 sec): 3 clusters
  Score: Raw -225104.999472 + Penalty 2567.827292 = -222537.172180
  nChanged 117
		SP:Iteration 20F (46549.200000 sec): 3 clusters
  Score: Raw -225234.203422 + Penalty 2567.827292 = -222666.376130
  nChanged 108
		SP:Iteration 21Q (46549.380000 sec): 3 clusters
  Score: Raw -225340.943531 + Penalty 2567.827292 = -222773.116239
  nChanged 83
		SP:Iteration 22Q (46549.550000 sec): 3 clusters
  Score: Raw -225434.899577 + Penalty 2567.827292 = -222867.072285
  nChanged 75
		SP:Iteration 23Q (46549.730000 sec): 3 clusters
  Score: Raw -225506.845801 + Penalty 2567.827292 = -222939.018509
  nChanged 48
		SP:Iteration 24Q (46549.900000 sec): 3 clusters
  Score: Raw -225540.466162 + Penalty 2567.827292 = -222972.638870
  nChanged 24
		SP:Iteration 25Q (46550.080000 sec): 3 clusters
  Score: Raw -225556.245496 + Penalty 2567.827292 = -222988.418204
  nChanged 21
		SP:Iteration 26Q (46550.260000 sec): 3 clusters
  Score: Raw -225567.797301 + Penalty 2567.827292 = -222999.970009
  nChanged 12
		SP:Iteration 27Q (46550.430000 sec): 3 clusters
  Score: Raw -225574.779167 + Penalty 2567.827292 = -223006.951875
  nChanged 13
		SP:Iteration 28Q (46550.610000 sec): 3 clusters
  Score: Raw -225581.322178 + Penalty 2567.827292 = -223013.494886
  nChanged 8
		SP:Iteration 29Q (46550.780000 sec): 3 clusters
  Score: Raw -225585.514064 + Penalty 2567.827292 = -223017.686773
  nChanged 8
		SP:Iteration 30Q (46550.960000 sec): 3 clusters
  Score: Raw -225588.782239 + Penalty 2567.827292 = -223020.954947
  nChanged 6
		SP:Iteration 31Q (46551.140000 sec): 3 clusters
  Score: Raw -225592.679894 + Penalty 2567.827292 = -223024.852602
  nChanged 7
		SP:Iteration 32Q (46551.310000 sec): 3 clusters
  Score: Raw -225596.749650 + Penalty 2567.827292 = -223028.922358
  nChanged 7
		SP:Iteration 33Q (46551.490000 sec): 3 clusters
  Score: Raw -225600.854672 + Penalty 2567.827292 = -223033.027380
  nChanged 9
		SP:Iteration 34Q (46551.660000 sec): 3 clusters
  Score: Raw -225608.592375 + Penalty 2567.827292 = -223040.765083
  nChanged 12
		SP:Iteration 35Q (46551.840000 sec): 3 clusters
  Score: Raw -225616.223381 + Penalty 2567.827292 = -223048.396089
  nChanged 7
		SP:Iteration 36Q (46552.020000 sec): 3 clusters
  Score: Raw -225621.930861 + Penalty 2567.827292 = -223054.103569
  nChanged 10
		SP:Iteration 37Q (46552.190000 sec): 3 clusters
  Score: Raw -225627.757168 + Penalty 2567.827292 = -223059.929876
  nChanged 9
		SP:Iteration 38Q (46552.370000 sec): 3 clusters
  Score: Raw -225632.098384 + Penalty 2567.827292 = -223064.271093
  nChanged 4
		SP:Iteration 39Q (46552.540000 sec): 3 clusters
  Score: Raw -225633.102334 + Penalty 2567.827292 = -223065.275042
  nChanged 3
		SP:Iteration 40F (46552.720000 sec): 3 clusters
  Score: Raw -225634.800723 + Penalty 2567.827292 = -223066.973431
  nChanged 2
		SP:Iteration 41Q (46552.900000 sec): 3 clusters
  Score: Raw -225635.323848 + Penalty 2567.827292 = -223067.496556
  nChanged 2
		SP:Iteration 42Q (46553.070000 sec): 3 clusters
  Score: Raw -225636.369795 + Penalty 2567.827292 = -223068.542503
  nChanged 0
		SP:Iteration 43F (46553.250000 sec): 3 clusters
  Score: Raw -225636.369795 + Penalty 2567.827292 = -223068.542503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46553.330000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46553.510000 sec): 3 clusters
  Score: Raw -15783.889188 + Penalty 1725.187002 = -14058.702186
  nChanged 20
		SP:Iteration 1F (46553.680000 sec): 3 clusters
  Score: Raw -15919.598496 + Penalty 1725.187002 = -14194.411495
  nChanged 9
		SP:Iteration 2Q (46553.860000 sec): 3 clusters
  Score: Raw -15957.449956 + Penalty 1725.187002 = -14232.262955
  nChanged 11
		SP:Iteration 3F (46554.040000 sec): 3 clusters
  Score: Raw -15995.019948 + Penalty 1725.187002 = -14269.832947
  nChanged 3
		SP:Iteration 4Q (46554.210000 sec): 3 clusters
  Score: Raw -16007.015696 + Penalty 1725.187002 = -14281.828695
  nChanged 0
		SP:Iteration 5F (46554.390000 sec): 3 clusters
  Score: Raw -16007.015696 + Penalty 1725.187002 = -14281.828695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46554.480000 sec): 2 clusters
  Score: Raw -35172.249017 + Penalty 1006.922171 = -34165.326847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46554.650000 sec): 3 clusters
  Score: Raw -35120.238392 + Penalty 2013.844342 = -33106.394051
  nChanged 101
		SP:Iteration 1F (46554.830000 sec): 3 clusters
  Score: Raw -35325.968625 + Penalty 2013.844342 = -33312.124283
  nChanged 29
		SP:Iteration 2F (46555.000000 sec): 3 clusters
  Score: Raw -35394.855797 + Penalty 2013.844342 = -33381.011455
  nChanged 16
		SP:Iteration 3Q (46555.180000 sec): 3 clusters
  Score: Raw -35425.398855 + Penalty 2013.844342 = -33411.554513
  nChanged 9
		SP:Iteration 4Q (46555.360000 sec): 3 clusters
  Score: Raw -35439.989025 + Penalty 2013.844342 = -33426.144683
  nChanged 4
		SP:Iteration 5Q (46555.530000 sec): 3 clusters
  Score: Raw -35444.647508 + Penalty 2013.844342 = -33430.803166
  nChanged 3
		SP:Iteration 6Q (46555.710000 sec): 3 clusters
  Score: Raw -35452.592220 + Penalty 2013.844342 = -33438.747879
  nChanged 6
		SP:Iteration 7Q (46555.880000 sec): 3 clusters
  Score: Raw -35466.052982 + Penalty 2013.844342 = -33452.208640
  nChanged 6
		SP:Iteration 8Q (46556.060000 sec): 3 clusters
  Score: Raw -35479.147927 + Penalty 2013.844342 = -33465.303585
  nChanged 4
		SP:Iteration 9Q (46556.240000 sec): 3 clusters
  Score: Raw -35491.778667 + Penalty 2013.844342 = -33477.934325
  nChanged 3
		SP:Iteration 10Q (46556.410000 sec): 3 clusters
  Score: Raw -35496.883966 + Penalty 2013.844342 = -33483.039624
  nChanged 2
		SP:Iteration 11Q (46556.590000 sec): 3 clusters
  Score: Raw -35501.110852 + Penalty 2013.844342 = -33487.266511
  nChanged 1
		SP:Iteration 12Q (46556.760000 sec): 3 clusters
  Score: Raw -35502.600967 + Penalty 2013.844342 = -33488.756625
  nChanged 1
		SP:Iteration 13Q (46556.940000 sec): 3 clusters
  Score: Raw -35504.414245 + Penalty 2013.844342 = -33490.569903
  nChanged 0
		SP:Iteration 14F (46557.120000 sec): 3 clusters
  Score: Raw -35504.414245 + Penalty 2013.844342 = -33490.569903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46557.200000 sec): 2 clusters
  Score: Raw -119204.818331 + Penalty 1183.336969 = -118021.481362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46557.380000 sec): 3 clusters
  Score: Raw -118635.333843 + Penalty 2366.673939 = -116268.659904
  nChanged 469
		SP:Iteration 1F (46557.560000 sec): 3 clusters
  Score: Raw -119050.086266 + Penalty 2366.673939 = -116683.412327
  nChanged 128
		SP:Iteration 2F (46557.730000 sec): 3 clusters
  Score: Raw -119178.003339 + Penalty 2366.673939 = -116811.329401
  nChanged 70
		SP:Iteration 3Q (46557.910000 sec): 3 clusters
  Score: Raw -119241.623353 + Penalty 2366.673939 = -116874.949414
  nChanged 46
		SP:Iteration 4Q (46558.080000 sec): 3 clusters
  Score: Raw -119270.482360 + Penalty 2366.673939 = -116903.808422
  nChanged 28
		SP:Iteration 5Q (46558.260000 sec): 3 clusters
  Score: Raw -119291.600142 + Penalty 2366.673939 = -116924.926203
  nChanged 20
		SP:Iteration 6Q (46558.430000 sec): 3 clusters
  Score: Raw -119306.269007 + Penalty 2366.673939 = -116939.595068
  nChanged 15
		SP:Iteration 7Q (46558.610000 sec): 3 clusters
  Score: Raw -119314.531882 + Penalty 2366.673939 = -116947.857943
  nChanged 10
		SP:Iteration 8Q (46558.780000 sec): 3 clusters
  Score: Raw -119321.035110 + Penalty 2366.673939 = -116954.361171
  nChanged 4
		SP:Iteration 9Q (46558.960000 sec): 3 clusters
  Score: Raw -119326.301838 + Penalty 2366.673939 = -116959.627899
  nChanged 9
		SP:Iteration 10Q (46559.140000 sec): 3 clusters
  Score: Raw -119333.764985 + Penalty 2366.673939 = -116967.091046
  nChanged 10
		SP:Iteration 11Q (46559.310000 sec): 3 clusters
  Score: Raw -119339.221085 + Penalty 2366.673939 = -116972.547147
  nChanged 7
		SP:Iteration 12Q (46559.490000 sec): 3 clusters
  Score: Raw -119342.097486 + Penalty 2366.673939 = -116975.423547
  nChanged 6
		SP:Iteration 13Q (46559.660000 sec): 3 clusters
  Score: Raw -119348.285746 + Penalty 2366.673939 = -116981.611807
  nChanged 5
		SP:Iteration 14Q (46559.840000 sec): 3 clusters
  Score: Raw -119350.908945 + Penalty 2366.673939 = -116984.235007
  nChanged 2
		SP:Iteration 15Q (46560.010000 sec): 3 clusters
  Score: Raw -119352.437363 + Penalty 2366.673939 = -116985.763424
  nChanged 2
		SP:Iteration 16Q (46560.190000 sec): 3 clusters
  Score: Raw -119353.628402 + Penalty 2366.673939 = -116986.954463
  nChanged 1
		SP:Iteration 17Q (46560.370000 sec): 3 clusters
  Score: Raw -119354.413344 + Penalty 2366.673939 = -116987.739405
  nChanged 1
		SP:Iteration 18Q (46560.540000 sec): 3 clusters
  Score: Raw -119355.136626 + Penalty 2366.673939 = -116988.462687
  nChanged 1
		SP:Iteration 19Q (46560.710000 sec): 3 clusters
  Score: Raw -119355.656266 + Penalty 2366.673939 = -116988.982327
  nChanged 1
		SP:Iteration 20F (46560.890000 sec): 3 clusters
  Score: Raw -119356.495667 + Penalty 2366.673939 = -116989.821728
  nChanged 2
		SP:Iteration 21Q (46561.060000 sec): 3 clusters
  Score: Raw -119357.374754 + Penalty 2366.673939 = -116990.700815
  nChanged 1
		SP:Iteration 22Q (46561.230000 sec): 3 clusters
  Score: Raw -119358.299494 + Penalty 2366.673939 = -116991.625555
  nChanged 3
		SP:Iteration 23Q (46561.410000 sec): 3 clusters
  Score: Raw -119359.480109 + Penalty 2366.673939 = -116992.806170
  nChanged 2
		SP:Iteration 24Q (46561.580000 sec): 3 clusters
  Score: Raw -119360.543555 + Penalty 2366.673939 = -116993.869617
  nChanged 0
		SP:Iteration 25F (46561.750000 sec): 3 clusters
  Score: Raw -119360.543555 + Penalty 2366.673939 = -116993.869617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46561.840000 sec): 2 clusters
  Score: Raw -150681.230224 + Penalty 1243.847024 = -149437.383200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46562.010000 sec): 3 clusters
  Score: Raw -149833.101769 + Penalty 2487.694049 = -147345.407720
  nChanged 731
		SP:Iteration 1F (46562.180000 sec): 3 clusters
  Score: Raw -150319.795841 + Penalty 2487.694049 = -147832.101792
  nChanged 160
		SP:Iteration 2F (46562.360000 sec): 3 clusters
  Score: Raw -150456.512691 + Penalty 2487.694049 = -147968.818642
  nChanged 122
		SP:Iteration 3F (46562.530000 sec): 3 clusters
  Score: Raw -150542.584736 + Penalty 2487.694049 = -148054.890688
  nChanged 80
		SP:Iteration 4Q (46562.700000 sec): 3 clusters
  Score: Raw -150595.412851 + Penalty 2487.694049 = -148107.718802
  nChanged 63
		SP:Iteration 5Q (46562.860000 sec): 3 clusters
  Score: Raw -150639.503792 + Penalty 2487.694049 = -148151.809744
  nChanged 53
		SP:Iteration 6Q (46563.030000 sec): 3 clusters
  Score: Raw -150685.443820 + Penalty 2487.694049 = -148197.749771
  nChanged 55
		SP:Iteration 7Q (46563.210000 sec): 3 clusters
  Score: Raw -150736.997823 + Penalty 2487.694049 = -148249.303774
  nChanged 48
		SP:Iteration 8Q (46563.380000 sec): 3 clusters
  Score: Raw -150771.168379 + Penalty 2487.694049 = -148283.474330
  nChanged 41
		SP:Iteration 9Q (46563.550000 sec): 3 clusters
  Score: Raw -150811.804563 + Penalty 2487.694049 = -148324.110515
  nChanged 43
		SP:Iteration 10Q (46563.730000 sec): 3 clusters
  Score: Raw -150841.418140 + Penalty 2487.694049 = -148353.724092
  nChanged 44
		SP:Iteration 11Q (46563.900000 sec): 3 clusters
  Score: Raw -150863.399638 + Penalty 2487.694049 = -148375.705589
  nChanged 28
		SP:Iteration 12Q (46564.070000 sec): 3 clusters
  Score: Raw -150883.724283 + Penalty 2487.694049 = -148396.030235
  nChanged 28
		SP:Iteration 13Q (46564.250000 sec): 3 clusters
  Score: Raw -150900.661997 + Penalty 2487.694049 = -148412.967949
  nChanged 30
		SP:Iteration 14Q (46564.400000 sec): 3 clusters
  Score: Raw -150923.045409 + Penalty 2487.694049 = -148435.351360
  nChanged 34
		SP:Iteration 15Q (46564.590000 sec): 3 clusters
  Score: Raw -150945.563408 + Penalty 2487.694049 = -148457.869360
  nChanged 28
		SP:Iteration 16Q (46564.770000 sec): 3 clusters
  Score: Raw -150960.652106 + Penalty 2487.694049 = -148472.958057
  nChanged 24
		SP:Iteration 17Q (46564.940000 sec): 3 clusters
  Score: Raw -150977.991806 + Penalty 2487.694049 = -148490.297757
  nChanged 24
		SP:Iteration 18Q (46565.110000 sec): 3 clusters
  Score: Raw -150991.435232 + Penalty 2487.694049 = -148503.741183
  nChanged 14
		SP:Iteration 19Q (46565.290000 sec): 3 clusters
  Score: Raw -150997.490581 + Penalty 2487.694049 = -148509.796532
  nChanged 6
		SP:Iteration 20F (46565.450000 sec): 3 clusters
  Score: Raw -151000.672767 + Penalty 2487.694049 = -148512.978718
  nChanged 9
		SP:Iteration 21Q (46565.610000 sec): 3 clusters
  Score: Raw -151004.889712 + Penalty 2487.694049 = -148517.195663
  nChanged 7
		SP:Iteration 22Q (46565.770000 sec): 3 clusters
  Score: Raw -151007.105885 + Penalty 2487.694049 = -148519.411836
  nChanged 2
		SP:Iteration 23Q (46565.940000 sec): 3 clusters
  Score: Raw -151008.071949 + Penalty 2487.694049 = -148520.377901
  nChanged 3
		SP:Iteration 24Q (46566.110000 sec): 3 clusters
  Score: Raw -151008.738872 + Penalty 2487.694049 = -148521.044823
  nChanged 1
		SP:Iteration 25Q (46566.290000 sec): 3 clusters
  Score: Raw -151008.796023 + Penalty 2487.694049 = -148521.101975
  nChanged 0
		SP:Iteration 26F (46566.460000 sec): 3 clusters
  Score: Raw -151008.796023 + Penalty 2487.694049 = -148521.101975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46566.550000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46566.720000 sec): 3 clusters
  Score: Raw -16485.470352 + Penalty 1725.187002 = -14760.283351
  nChanged 25
		SP:Iteration 1F (46566.900000 sec): 3 clusters
  Score: Raw -16570.965731 + Penalty 1725.187002 = -14845.778730
  nChanged 6
		SP:Iteration 2Q (46567.070000 sec): 3 clusters
  Score: Raw -16594.227453 + Penalty 1725.187002 = -14869.040452
  nChanged 6
		SP:Iteration 3Q (46567.250000 sec): 3 clusters
  Score: Raw -16609.263928 + Penalty 1725.187002 = -14884.076926
  nChanged 2
		SP:Iteration 4Q (46567.430000 sec): 3 clusters
  Score: Raw -16620.934123 + Penalty 1725.187002 = -14895.747121
  nChanged 2
		SP:Iteration 5Q (46567.570000 sec): 3 clusters
  Score: Raw -16635.046735 + Penalty 1725.187002 = -14909.859733
  nChanged 3
		SP:Iteration 6Q (46567.730000 sec): 3 clusters
  Score: Raw -16642.151433 + Penalty 1725.187002 = -14916.964431
  nChanged 2
		SP:Iteration 7Q (46567.910000 sec): 3 clusters
  Score: Raw -16654.290354 + Penalty 1725.187002 = -14929.103352
  nChanged 1
		SP:Iteration 8Q (46568.090000 sec): 3 clusters
  Score: Raw -16659.646745 + Penalty 1725.187002 = -14934.459744
  nChanged 1
		SP:Iteration 9Q (46568.260000 sec): 3 clusters
  Score: Raw -16662.577355 + Penalty 1725.187002 = -14937.390353
  nChanged 1
		SP:Iteration 10Q (46568.440000 sec): 3 clusters
  Score: Raw -16671.148422 + Penalty 1725.187002 = -14945.961420
  nChanged 0
		SP:Iteration 11F (46568.610000 sec): 3 clusters
  Score: Raw -16671.148422 + Penalty 1725.187002 = -14945.961420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46568.700000 sec): 2 clusters
  Score: Raw -33378.490662 + Penalty 980.376511 = -32398.114151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46568.880000 sec): 3 clusters
  Score: Raw -33406.879845 + Penalty 1960.753022 = -31446.126823
  nChanged 82
		SP:Iteration 1F (46569.050000 sec): 3 clusters
  Score: Raw -33539.943358 + Penalty 1960.753022 = -31579.190335
  nChanged 26
		SP:Iteration 2F (46569.230000 sec): 3 clusters
  Score: Raw -33584.457780 + Penalty 1960.753022 = -31623.704757
  nChanged 10
		SP:Iteration 3Q (46569.410000 sec): 3 clusters
  Score: Raw -33593.125173 + Penalty 1960.753022 = -31632.372151
  nChanged 6
		SP:Iteration 4Q (46569.580000 sec): 3 clusters
  Score: Raw -33600.351622 + Penalty 1960.753022 = -31639.598600
  nChanged 2
		SP:Iteration 5Q (46569.760000 sec): 3 clusters
  Score: Raw -33603.989486 + Penalty 1960.753022 = -31643.236464
  nChanged 3
		SP:Iteration 6Q (46569.930000 sec): 3 clusters
  Score: Raw -33607.778130 + Penalty 1960.753022 = -31647.025108
  nChanged 1
		SP:Iteration 7Q (46570.110000 sec): 3 clusters
  Score: Raw -33608.444878 + Penalty 1960.753022 = -31647.691856
  nChanged 2
		SP:Iteration 8Q (46570.290000 sec): 3 clusters
  Score: Raw -33614.737083 + Penalty 1960.753022 = -31653.984061
  nChanged 5
		SP:Iteration 9Q (46570.460000 sec): 3 clusters
  Score: Raw -33624.446755 + Penalty 1960.753022 = -31663.693733
  nChanged 3
		SP:Iteration 10Q (46570.640000 sec): 3 clusters
  Score: Raw -33628.088660 + Penalty 1960.753022 = -31667.335638
  nChanged 0
		SP:Iteration 11F (46570.810000 sec): 3 clusters
  Score: Raw -33628.088660 + Penalty 1960.753022 = -31667.335638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46571.380000 sec): 2 clusters
  Score: Raw -6013143.685708 + Penalty 1832.201633 = -6011311.484076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46572.210000 sec): 3 clusters
  Score: Raw -5962259.570929 + Penalty 3664.403265 = -5958595.167664
  nChanged 37641
		SP:Iteration 1F (46573.050000 sec): 3 clusters
  Score: Raw -5984353.900099 + Penalty 3664.403265 = -5980689.496834
  nChanged 3914
		SP:Iteration 2Q (46573.980000 sec): 3 clusters
  Score: Raw -5985956.794401 + Penalty 3664.403265 = -5982292.391135
  nChanged 4377
		SP:Iteration 3F (46574.760000 sec): 3 clusters
  Score: Raw -5988096.032531 + Penalty 3664.403265 = -5984431.629266
  nChanged 4784
		SP:Iteration 4F (46575.560000 sec): 3 clusters
  Score: Raw -5990804.810028 + Penalty 3664.403265 = -5987140.406762
  nChanged 4962
		SP:Iteration 5F (46576.380000 sec): 3 clusters
  Score: Raw -5993865.789289 + Penalty 3664.403265 = -5990201.386024
  nChanged 4854
		SP:Iteration 6F (46577.230000 sec): 3 clusters
  Score: Raw -5997060.948677 + Penalty 3664.403265 = -5993396.545412
  nChanged 4498
		SP:Iteration 7F (46578.030000 sec): 3 clusters
  Score: Raw -6000028.297141 + Penalty 3664.403265 = -5996363.893876
  nChanged 3917
		SP:Iteration 8Q (46578.910000 sec): 3 clusters
  Score: Raw -6002396.097861 + Penalty 3664.403265 = -5998731.694596
  nChanged 3255
		SP:Iteration 9Q (46579.810000 sec): 3 clusters
  Score: Raw -6004051.182844 + Penalty 3664.403265 = -6000386.779579
  nChanged 2391
		SP:Iteration 10Q (46580.700000 sec): 3 clusters
  Score: Raw -6005060.625260 + Penalty 3664.403265 = -6001396.221995
  nChanged 1751
		SP:Iteration 11Q (46581.500000 sec): 3 clusters
  Score: Raw -6005706.262220 + Penalty 3664.403265 = -6002041.858954
  nChanged 1422
		SP:Iteration 12Q (46582.300000 sec): 3 clusters
  Score: Raw -6006200.582655 + Penalty 3664.403265 = -6002536.179390
  nChanged 1303
		SP:Iteration 13Q (46583.130000 sec): 3 clusters
  Score: Raw -6006646.564710 + Penalty 3664.403265 = -6002982.161445
  nChanged 1258
		SP:Iteration 14Q (46583.950000 sec): 3 clusters
  Score: Raw -6007087.301365 + Penalty 3664.403265 = -6003422.898100
  nChanged 1231
		SP:Iteration 15Q (46584.770000 sec): 3 clusters
  Score: Raw -6007519.953570 + Penalty 3664.403265 = -6003855.550305
  nChanged 1186
		SP:Iteration 16Q (46585.580000 sec): 3 clusters
  Score: Raw -6007944.240892 + Penalty 3664.403265 = -6004279.837626
  nChanged 1163
		SP:Iteration 17Q (46586.400000 sec): 3 clusters
  Score: Raw -6008358.108553 + Penalty 3664.403265 = -6004693.705288
  nChanged 1142
		SP:Iteration 18Q (46587.150000 sec): 3 clusters
  Score: Raw -6008748.526980 + Penalty 3664.403265 = -6005084.123715
  nChanged 1070
		SP:Iteration 19Q (46587.920000 sec): 3 clusters
  Score: Raw -6009120.753474 + Penalty 3664.403265 = -6005456.350209
  nChanged 1072
		SP:Iteration 20F (46588.720000 sec): 3 clusters
  Score: Raw -6009495.362597 + Penalty 3664.403265 = -6005830.959332
  nChanged 1031
		SP:Iteration 21Q (46589.480000 sec): 3 clusters
  Score: Raw -6009863.231070 + Penalty 3664.403265 = -6006198.827805
  nChanged 1035
		SP:Iteration 22Q (46590.280000 sec): 3 clusters
  Score: Raw -6010249.941810 + Penalty 3664.403265 = -6006585.538545
  nChanged 1041
		SP:Iteration 23Q (46591.140000 sec): 3 clusters
  Score: Raw -6010657.235818 + Penalty 3664.403265 = -6006992.832553
  nChanged 1010
		SP:Iteration 24Q (46591.940000 sec): 3 clusters
  Score: Raw -6011045.280446 + Penalty 3664.403265 = -6007380.877180
  nChanged 926
		SP:Iteration 25Q (46592.740000 sec): 3 clusters
  Score: Raw -6011399.930339 + Penalty 3664.403265 = -6007735.527074
  nChanged 873
		SP:Iteration 26Q (46593.520000 sec): 3 clusters
  Score: Raw -6011712.943164 + Penalty 3664.403265 = -6008048.539899
  nChanged 791
		SP:Iteration 27Q (46594.330000 sec): 3 clusters
  Score: Raw -6012002.793874 + Penalty 3664.403265 = -6008338.390609
  nChanged 762
		SP:Iteration 28Q (46595.110000 sec): 3 clusters
  Score: Raw -6012271.073653 + Penalty 3664.403265 = -6008606.670388
  nChanged 680
		SP:Iteration 29Q (46595.880000 sec): 3 clusters
  Score: Raw -6012498.470532 + Penalty 3664.403265 = -6008834.067267
  nChanged 633
		SP:Iteration 30Q (46596.620000 sec): 3 clusters
  Score: Raw -6012707.951184 + Penalty 3664.403265 = -6009043.547918
  nChanged 565
		SP:Iteration 31Q (46597.360000 sec): 3 clusters
  Score: Raw -6012891.174863 + Penalty 3664.403265 = -6009226.771598
  nChanged 463
		SP:Iteration 32Q (46598.150000 sec): 3 clusters
  Score: Raw -6013040.648200 + Penalty 3664.403265 = -6009376.244935
  nChanged 418
		SP:Iteration 33Q (46598.930000 sec): 3 clusters
  Score: Raw -6013183.976230 + Penalty 3664.403265 = -6009519.572965
  nChanged 375
		SP:Iteration 34Q (46599.660000 sec): 3 clusters
  Score: Raw -6013303.844741 + Penalty 3664.403265 = -6009639.441476
  nChanged 319
		SP:Iteration 35Q (46600.460000 sec): 3 clusters
  Score: Raw -6013400.461595 + Penalty 3664.403265 = -6009736.058330
  nChanged 247
		SP:Iteration 36Q (46601.250000 sec): 3 clusters
  Score: Raw -6013475.310862 + Penalty 3664.403265 = -6009810.907597
  nChanged 224
		SP:Iteration 37Q (46602.040000 sec): 3 clusters
  Score: Raw -6013539.236383 + Penalty 3664.403265 = -6009874.833117
  nChanged 195
		SP:Iteration 38Q (46602.780000 sec): 3 clusters
  Score: Raw -6013596.833007 + Penalty 3664.403265 = -6009932.429742
  nChanged 187
		SP:Iteration 39Q (46603.570000 sec): 3 clusters
  Score: Raw -6013651.403053 + Penalty 3664.403265 = -6009986.999788
  nChanged 159
		SP:Iteration 40F (46604.410000 sec): 3 clusters
  Score: Raw -6013699.267613 + Penalty 3664.403265 = -6010034.864348
  nChanged 135
		SP:Iteration 41Q (46605.160000 sec): 3 clusters
  Score: Raw -6013736.323293 + Penalty 3664.403265 = -6010071.920028
  nChanged 116
		SP:Iteration 42Q (46605.960000 sec): 3 clusters
  Score: Raw -6013768.634629 + Penalty 3664.403265 = -6010104.231363
  nChanged 92
		SP:Iteration 43Q (46606.750000 sec): 3 clusters
  Score: Raw -6013788.856559 + Penalty 3664.403265 = -6010124.453294
  nChanged 67
		SP:Iteration 44Q (46607.540000 sec): 3 clusters
  Score: Raw -6013804.436820 + Penalty 3664.403265 = -6010140.033554
  nChanged 66
		SP:Iteration 45Q (46608.300000 sec): 3 clusters
  Score: Raw -6013820.841729 + Penalty 3664.403265 = -6010156.438464
  nChanged 67
		SP:Iteration 46Q (46609.060000 sec): 3 clusters
  Score: Raw -6013839.783777 + Penalty 3664.403265 = -6010175.380512
  nChanged 52
		SP:Iteration 47Q (46609.790000 sec): 3 clusters
  Score: Raw -6013853.549239 + Penalty 3664.403265 = -6010189.145974
  nChanged 54
		SP:Iteration 48Q (46610.540000 sec): 3 clusters
  Score: Raw -6013865.881793 + Penalty 3664.403265 = -6010201.478528
  nChanged 38
		SP:Iteration 49Q (46611.260000 sec): 3 clusters
  Score: Raw -6013874.173692 + Penalty 3664.403265 = -6010209.770426
  nChanged 39
		SP:Iteration 50Q (46611.990000 sec): 3 clusters
  Score: Raw -6013883.696779 + Penalty 3664.403265 = -6010219.293513
  nChanged 37
		SP:Iteration 51Q (46612.720000 sec): 3 clusters
  Score: Raw -6013892.167895 + Penalty 3664.403265 = -6010227.764630
  nChanged 32
		SP:Iteration 52Q (46613.470000 sec): 3 clusters
  Score: Raw -6013898.852832 + Penalty 3664.403265 = -6010234.449567
  nChanged 30
		SP:Iteration 53Q (46614.230000 sec): 3 clusters
  Score: Raw -6013904.299145 + Penalty 3664.403265 = -6010239.895880
  nChanged 24
		SP:Iteration 54Q (46614.990000 sec): 3 clusters
  Score: Raw -6013908.307648 + Penalty 3664.403265 = -6010243.904383
  nChanged 20
		SP:Iteration 55Q (46615.750000 sec): 3 clusters
  Score: Raw -6013912.686710 + Penalty 3664.403265 = -6010248.283445
  nChanged 19
		SP:Iteration 56Q (46616.540000 sec): 3 clusters
  Score: Raw -6013916.375495 + Penalty 3664.403265 = -6010251.972230
  nChanged 15
		SP:Iteration 57Q (46617.290000 sec): 3 clusters
  Score: Raw -6013919.471661 + Penalty 3664.403265 = -6010255.068396
  nChanged 18
		SP:Iteration 58Q (46618.050000 sec): 3 clusters
  Score: Raw -6013923.485152 + Penalty 3664.403265 = -6010259.081887
  nChanged 16
		SP:Iteration 59Q (46618.770000 sec): 3 clusters
  Score: Raw -6013925.753702 + Penalty 3664.403265 = -6010261.350437
  nChanged 11
		SP:Iteration 60F (46619.600000 sec): 3 clusters
  Score: Raw -6013928.187781 + Penalty 3664.403265 = -6010263.784516
  nChanged 12
		SP:Iteration 61Q (46620.360000 sec): 3 clusters
  Score: Raw -6013930.336153 + Penalty 3664.403265 = -6010265.932887
  nChanged 6
		SP:Iteration 62Q (46621.110000 sec): 3 clusters
  Score: Raw -6013931.593206 + Penalty 3664.403265 = -6010267.189940
  nChanged 8
		SP:Iteration 63Q (46621.830000 sec): 3 clusters
  Score: Raw -6013933.640464 + Penalty 3664.403265 = -6010269.237199
  nChanged 10
		SP:Iteration 64Q (46622.570000 sec): 3 clusters
  Score: Raw -6013935.756902 + Penalty 3664.403265 = -6010271.353637
  nChanged 5
		SP:Iteration 65Q (46623.330000 sec): 3 clusters
  Score: Raw -6013936.573265 + Penalty 3664.403265 = -6010272.169999
  nChanged 8
		SP:Iteration 66Q (46624.070000 sec): 3 clusters
  Score: Raw -6013938.128118 + Penalty 3664.403265 = -6010273.724853
  nChanged 7
		SP:Iteration 67Q (46624.770000 sec): 3 clusters
  Score: Raw -6013939.250560 + Penalty 3664.403265 = -6010274.847294
  nChanged 3
		SP:Iteration 68Q (46625.500000 sec): 3 clusters
  Score: Raw -6013939.569250 + Penalty 3664.403265 = -6010275.165984
  nChanged 1
		SP:Iteration 69Q (46626.230000 sec): 3 clusters
  Score: Raw -6013939.649868 + Penalty 3664.403265 = -6010275.246603
  nChanged 1
		SP:Iteration 70Q (46627.000000 sec): 3 clusters
  Score: Raw -6013939.832235 + Penalty 3664.403265 = -6010275.428970
  nChanged 1
		SP:Iteration 71Q (46627.720000 sec): 3 clusters
  Score: Raw -6013939.945125 + Penalty 3664.403265 = -6010275.541860
  nChanged 1
		SP:Iteration 72Q (46628.460000 sec): 3 clusters
  Score: Raw -6013940.011924 + Penalty 3664.403265 = -6010275.608658
  nChanged 0
		SP:Iteration 73F (46629.270000 sec): 3 clusters
  Score: Raw -6013940.011924 + Penalty 3664.403265 = -6010275.608658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46629.330000 sec): 2 clusters
  Score: Raw -291505.261933 + Penalty 1343.460456 = -290161.801477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46629.510000 sec): 3 clusters
  Score: Raw -289565.286976 + Penalty 2686.920911 = -286878.366064
  nChanged 1590
		SP:Iteration 1F (46629.690000 sec): 3 clusters
  Score: Raw -290599.384234 + Penalty 2686.920911 = -287912.463323
  nChanged 374
		SP:Iteration 2F (46629.860000 sec): 3 clusters
  Score: Raw -290923.289052 + Penalty 2686.920911 = -288236.368141
  nChanged 264
		SP:Iteration 3F (46630.040000 sec): 3 clusters
  Score: Raw -291140.262365 + Penalty 2686.920911 = -288453.341453
  nChanged 222
		SP:Iteration 4F (46630.210000 sec): 3 clusters
  Score: Raw -291321.321613 + Penalty 2686.920911 = -288634.400702
  nChanged 170
		SP:Iteration 5Q (46630.380000 sec): 3 clusters
  Score: Raw -291435.850035 + Penalty 2686.920911 = -288748.929124
  nChanged 146
		SP:Iteration 6Q (46630.560000 sec): 3 clusters
  Score: Raw -291546.477986 + Penalty 2686.920911 = -288859.557075
  nChanged 125
		SP:Iteration 7Q (46630.730000 sec): 3 clusters
  Score: Raw -291638.349204 + Penalty 2686.920911 = -288951.428292
  nChanged 112
		SP:Iteration 8Q (46630.910000 sec): 3 clusters
  Score: Raw -291731.740456 + Penalty 2686.920911 = -289044.819544
  nChanged 92
		SP:Iteration 9Q (46631.080000 sec): 3 clusters
  Score: Raw -291813.636479 + Penalty 2686.920911 = -289126.715567
  nChanged 90
		SP:Iteration 10Q (46631.260000 sec): 3 clusters
  Score: Raw -291882.541482 + Penalty 2686.920911 = -289195.620570
  nChanged 78
		SP:Iteration 11Q (46631.430000 sec): 3 clusters
  Score: Raw -291935.518931 + Penalty 2686.920911 = -289248.598020
  nChanged 49
		SP:Iteration 12Q (46631.580000 sec): 3 clusters
  Score: Raw -291966.841433 + Penalty 2686.920911 = -289279.920522
  nChanged 42
		SP:Iteration 13Q (46631.660000 sec): 3 clusters
  Score: Raw -291988.119086 + Penalty 2686.920911 = -289301.198174
  nChanged 18
		SP:Iteration 14Q (46631.750000 sec): 3 clusters
  Score: Raw -291999.435848 + Penalty 2686.920911 = -289312.514936
  nChanged 19
		SP:Iteration 15Q (46631.850000 sec): 3 clusters
  Score: Raw -292010.812708 + Penalty 2686.920911 = -289323.891797
  nChanged 18
		SP:Iteration 16Q (46631.950000 sec): 3 clusters
  Score: Raw -292023.375025 + Penalty 2686.920911 = -289336.454114
  nChanged 15
		SP:Iteration 17Q (46632.040000 sec): 3 clusters
  Score: Raw -292029.644145 + Penalty 2686.920911 = -289342.723233
  nChanged 6
		SP:Iteration 18Q (46632.220000 sec): 3 clusters
  Score: Raw -292032.378959 + Penalty 2686.920911 = -289345.458048
  nChanged 9
		SP:Iteration 19Q (46632.400000 sec): 3 clusters
  Score: Raw -292036.085937 + Penalty 2686.920911 = -289349.165025
  nChanged 8
		SP:Iteration 20F (46632.570000 sec): 3 clusters
  Score: Raw -292038.472260 + Penalty 2686.920911 = -289351.551349
  nChanged 7
		SP:Iteration 21Q (46632.750000 sec): 3 clusters
  Score: Raw -292042.248736 + Penalty 2686.920911 = -289355.327824
  nChanged 8
		SP:Iteration 22Q (46632.920000 sec): 3 clusters
  Score: Raw -292045.828407 + Penalty 2686.920911 = -289358.907496
  nChanged 9
		SP:Iteration 23Q (46633.100000 sec): 3 clusters
  Score: Raw -292049.281935 + Penalty 2686.920911 = -289362.361024
  nChanged 5
		SP:Iteration 24Q (46633.270000 sec): 3 clusters
  Score: Raw -292050.991769 + Penalty 2686.920911 = -289364.070858
  nChanged 7
		SP:Iteration 25Q (46633.440000 sec): 3 clusters
  Score: Raw -292053.266919 + Penalty 2686.920911 = -289366.346008
  nChanged 2
		SP:Iteration 26Q (46633.620000 sec): 3 clusters
  Score: Raw -292054.786546 + Penalty 2686.920911 = -289367.865634
  nChanged 1
		SP:Iteration 27Q (46633.790000 sec): 3 clusters
  Score: Raw -292055.087677 + Penalty 2686.920911 = -289368.166766
  nChanged 2
		SP:Iteration 28Q (46633.970000 sec): 3 clusters
  Score: Raw -292055.868570 + Penalty 2686.920911 = -289368.947659
  nChanged 2
		SP:Iteration 29Q (46634.140000 sec): 3 clusters
  Score: Raw -292056.709446 + Penalty 2686.920911 = -289369.788535
  nChanged 3
		SP:Iteration 30Q (46634.320000 sec): 3 clusters
  Score: Raw -292057.501494 + Penalty 2686.920911 = -289370.580583
  nChanged 4
		SP:Iteration 31Q (46634.490000 sec): 3 clusters
  Score: Raw -292059.073842 + Penalty 2686.920911 = -289372.152931
  nChanged 5
		SP:Iteration 32Q (46634.660000 sec): 3 clusters
  Score: Raw -292061.019563 + Penalty 2686.920911 = -289374.098652
  nChanged 5
		SP:Iteration 33Q (46634.840000 sec): 3 clusters
  Score: Raw -292063.607725 + Penalty 2686.920911 = -289376.686813
  nChanged 4
		SP:Iteration 34Q (46635.010000 sec): 3 clusters
  Score: Raw -292065.039409 + Penalty 2686.920911 = -289378.118498
  nChanged 1
		SP:Iteration 35Q (46635.180000 sec): 3 clusters
  Score: Raw -292065.164172 + Penalty 2686.920911 = -289378.243261
  nChanged 0
		SP:Iteration 36F (46635.360000 sec): 3 clusters
  Score: Raw -292065.164172 + Penalty 2686.920911 = -289378.243261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46635.480000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46635.640000 sec): 3 clusters
  Score: Raw -140168.295046 + Penalty 2424.472299 = -137743.822747
  nChanged 603
		SP:Iteration 1F (46635.800000 sec): 3 clusters
  Score: Raw -140577.880758 + Penalty 2424.472299 = -138153.408459
  nChanged 142
		SP:Iteration 2F (46635.970000 sec): 3 clusters
  Score: Raw -140682.867124 + Penalty 2424.472299 = -138258.394825
  nChanged 82
		SP:Iteration 3Q (46636.140000 sec): 3 clusters
  Score: Raw -140736.872379 + Penalty 2424.472299 = -138312.400080
  nChanged 57
		SP:Iteration 4Q (46636.320000 sec): 3 clusters
  Score: Raw -140777.280521 + Penalty 2424.472299 = -138352.808222
  nChanged 56
		SP:Iteration 5Q (46636.490000 sec): 3 clusters
  Score: Raw -140818.683427 + Penalty 2424.472299 = -138394.211128
  nChanged 44
		SP:Iteration 6Q (46636.670000 sec): 3 clusters
  Score: Raw -140846.068857 + Penalty 2424.472299 = -138421.596557
  nChanged 39
		SP:Iteration 7Q (46636.840000 sec): 3 clusters
  Score: Raw -140873.075997 + Penalty 2424.472299 = -138448.603698
  nChanged 41
		SP:Iteration 8Q (46637.020000 sec): 3 clusters
  Score: Raw -140899.944209 + Penalty 2424.472299 = -138475.471910
  nChanged 36
		SP:Iteration 9Q (46637.190000 sec): 3 clusters
  Score: Raw -140923.676037 + Penalty 2424.472299 = -138499.203738
  nChanged 35
		SP:Iteration 10Q (46637.360000 sec): 3 clusters
  Score: Raw -140950.373252 + Penalty 2424.472299 = -138525.900953
  nChanged 48
		SP:Iteration 11Q (46637.540000 sec): 3 clusters
  Score: Raw -140987.759008 + Penalty 2424.472299 = -138563.286709
  nChanged 57
		SP:Iteration 12Q (46637.720000 sec): 3 clusters
  Score: Raw -141029.866405 + Penalty 2424.472299 = -138605.394106
  nChanged 36
		SP:Iteration 13Q (46637.890000 sec): 3 clusters
  Score: Raw -141062.362155 + Penalty 2424.472299 = -138637.889856
  nChanged 47
		SP:Iteration 14Q (46638.060000 sec): 3 clusters
  Score: Raw -141096.678569 + Penalty 2424.472299 = -138672.206270
  nChanged 36
		SP:Iteration 15Q (46638.240000 sec): 3 clusters
  Score: Raw -141122.898950 + Penalty 2424.472299 = -138698.426651
  nChanged 33
		SP:Iteration 16Q (46638.330000 sec): 3 clusters
  Score: Raw -141153.647576 + Penalty 2424.472299 = -138729.175277
  nChanged 32
		SP:Iteration 17Q (46638.370000 sec): 3 clusters
  Score: Raw -141184.524851 + Penalty 2424.472299 = -138760.052552
  nChanged 30
		SP:Iteration 18Q (46638.430000 sec): 3 clusters
  Score: Raw -141209.344700 + Penalty 2424.472299 = -138784.872401
  nChanged 23
		SP:Iteration 19Q (46638.500000 sec): 3 clusters
  Score: Raw -141228.765745 + Penalty 2424.472299 = -138804.293446
  nChanged 16
		SP:Iteration 20F (46638.570000 sec): 3 clusters
  Score: Raw -141239.031980 + Penalty 2424.472299 = -138814.559681
  nChanged 11
		SP:Iteration 21Q (46638.640000 sec): 3 clusters
  Score: Raw -141248.062144 + Penalty 2424.472299 = -138823.589845
  nChanged 11
		SP:Iteration 22Q (46638.670000 sec): 3 clusters
  Score: Raw -141258.852617 + Penalty 2424.472299 = -138834.380318
  nChanged 10
		SP:Iteration 23Q (46638.730000 sec): 3 clusters
  Score: Raw -141268.358145 + Penalty 2424.472299 = -138843.885846
  nChanged 9
		SP:Iteration 24Q (46638.800000 sec): 3 clusters
  Score: Raw -141277.277735 + Penalty 2424.472299 = -138852.805436
  nChanged 6
		SP:Iteration 25Q (46638.860000 sec): 3 clusters
  Score: Raw -141282.401802 + Penalty 2424.472299 = -138857.929503
  nChanged 3
		SP:Iteration 26Q (46638.930000 sec): 3 clusters
  Score: Raw -141284.760936 + Penalty 2424.472299 = -138860.288637
  nChanged 1
		SP:Iteration 27Q (46638.960000 sec): 3 clusters
  Score: Raw -141285.094077 + Penalty 2424.472299 = -138860.621778
  nChanged 0
		SP:Iteration 28F (46639.010000 sec): 3 clusters
  Score: Raw -141285.094077 + Penalty 2424.472299 = -138860.621778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46639.110000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46639.280000 sec): 3 clusters
  Score: Raw -225000.029788 + Penalty 2572.369477 = -222427.660311
  nChanged 1040
		SP:Iteration 1F (46639.460000 sec): 3 clusters
  Score: Raw -225634.578358 + Penalty 2572.369477 = -223062.208881
  nChanged 233
		SP:Iteration 2F (46639.640000 sec): 3 clusters
  Score: Raw -225801.863847 + Penalty 2572.369477 = -223229.494370
  nChanged 169
		SP:Iteration 3F (46639.810000 sec): 3 clusters
  Score: Raw -225913.975081 + Penalty 2572.369477 = -223341.605605
  nChanged 130
		SP:Iteration 4Q (46639.990000 sec): 3 clusters
  Score: Raw -225991.542940 + Penalty 2572.369477 = -223419.173463
  nChanged 109
		SP:Iteration 5Q (46640.160000 sec): 3 clusters
  Score: Raw -226062.478326 + Penalty 2572.369477 = -223490.108849
  nChanged 95
		SP:Iteration 6Q (46640.340000 sec): 3 clusters
  Score: Raw -226129.240053 + Penalty 2572.369477 = -223556.870576
  nChanged 89
		SP:Iteration 7Q (46640.520000 sec): 3 clusters
  Score: Raw -226177.095025 + Penalty 2572.369477 = -223604.725548
  nChanged 81
		SP:Iteration 8Q (46640.690000 sec): 3 clusters
  Score: Raw -226231.340598 + Penalty 2572.369477 = -223658.971121
  nChanged 86
		SP:Iteration 9Q (46640.870000 sec): 3 clusters
  Score: Raw -226289.692271 + Penalty 2572.369477 = -223717.322794
  nChanged 80
		SP:Iteration 10Q (46641.040000 sec): 3 clusters
  Score: Raw -226345.453872 + Penalty 2572.369477 = -223773.084395
  nChanged 69
		SP:Iteration 11Q (46641.220000 sec): 3 clusters
  Score: Raw -226392.545969 + Penalty 2572.369477 = -223820.176492
  nChanged 54
		SP:Iteration 12Q (46641.400000 sec): 3 clusters
  Score: Raw -226430.598840 + Penalty 2572.369477 = -223858.229363
  nChanged 41
		SP:Iteration 13Q (46641.570000 sec): 3 clusters
  Score: Raw -226460.941826 + Penalty 2572.369477 = -223888.572349
  nChanged 43
		SP:Iteration 14Q (46641.750000 sec): 3 clusters
  Score: Raw -226492.799787 + Penalty 2572.369477 = -223920.430310
  nChanged 29
		SP:Iteration 15Q (46641.920000 sec): 3 clusters
  Score: Raw -226509.958636 + Penalty 2572.369477 = -223937.589159
  nChanged 22
		SP:Iteration 16Q (46642.100000 sec): 3 clusters
  Score: Raw -226520.269420 + Penalty 2572.369477 = -223947.899943
  nChanged 12
		SP:Iteration 17Q (46642.280000 sec): 3 clusters
  Score: Raw -226525.803771 + Penalty 2572.369477 = -223953.434294
  nChanged 16
		SP:Iteration 18Q (46642.450000 sec): 3 clusters
  Score: Raw -226533.586677 + Penalty 2572.369477 = -223961.217200
  nChanged 10
		SP:Iteration 19Q (46642.630000 sec): 3 clusters
  Score: Raw -226539.533262 + Penalty 2572.369477 = -223967.163785
  nChanged 8
		SP:Iteration 20F (46642.800000 sec): 3 clusters
  Score: Raw -226550.249563 + Penalty 2572.369477 = -223977.880086
  nChanged 9
		SP:Iteration 21Q (46642.980000 sec): 3 clusters
  Score: Raw -226556.818572 + Penalty 2572.369477 = -223984.449095
  nChanged 5
		SP:Iteration 22Q (46643.160000 sec): 3 clusters
  Score: Raw -226559.311074 + Penalty 2572.369477 = -223986.941597
  nChanged 3
		SP:Iteration 23Q (46643.330000 sec): 3 clusters
  Score: Raw -226561.452936 + Penalty 2572.369477 = -223989.083459
  nChanged 7
		SP:Iteration 24Q (46643.510000 sec): 3 clusters
  Score: Raw -226565.837556 + Penalty 2572.369477 = -223993.468079
  nChanged 2
		SP:Iteration 25Q (46643.680000 sec): 3 clusters
  Score: Raw -226566.460044 + Penalty 2572.369477 = -223994.090567
  nChanged 0
		SP:Iteration 26F (46643.860000 sec): 3 clusters
  Score: Raw -226566.460044 + Penalty 2572.369477 = -223994.090567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46643.930000 sec): 2 clusters
  Score: Raw -161274.595868 + Penalty 1262.798401 = -160011.797466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46644.110000 sec): 3 clusters
  Score: Raw -160196.570012 + Penalty 2525.596803 = -157670.973209
  nChanged 891
		SP:Iteration 1F (46644.280000 sec): 3 clusters
  Score: Raw -160864.981572 + Penalty 2525.596803 = -158339.384769
  nChanged 260
		SP:Iteration 2F (46644.460000 sec): 3 clusters
  Score: Raw -161117.149942 + Penalty 2525.596803 = -158591.553139
  nChanged 173
		SP:Iteration 3F (46644.630000 sec): 3 clusters
  Score: Raw -161305.435188 + Penalty 2525.596803 = -158779.838385
  nChanged 144
		SP:Iteration 4F (46644.810000 sec): 3 clusters
  Score: Raw -161448.299501 + Penalty 2525.596803 = -158922.702698
  nChanged 113
		SP:Iteration 5Q (46644.990000 sec): 3 clusters
  Score: Raw -161552.973699 + Penalty 2525.596803 = -159027.376896
  nChanged 83
		SP:Iteration 6Q (46645.160000 sec): 3 clusters
  Score: Raw -161634.293612 + Penalty 2525.596803 = -159108.696809
  nChanged 62
		SP:Iteration 7Q (46645.340000 sec): 3 clusters
  Score: Raw -161704.025868 + Penalty 2525.596803 = -159178.429065
  nChanged 72
		SP:Iteration 8Q (46645.510000 sec): 3 clusters
  Score: Raw -161777.769479 + Penalty 2525.596803 = -159252.172676
  nChanged 65
		SP:Iteration 9Q (46645.690000 sec): 3 clusters
  Score: Raw -161829.195455 + Penalty 2525.596803 = -159303.598652
  nChanged 63
		SP:Iteration 10Q (46645.870000 sec): 3 clusters
  Score: Raw -161891.641170 + Penalty 2525.596803 = -159366.044367
  nChanged 73
		SP:Iteration 11Q (46646.040000 sec): 3 clusters
  Score: Raw -161970.395329 + Penalty 2525.596803 = -159444.798526
  nChanged 67
		SP:Iteration 12Q (46646.220000 sec): 3 clusters
  Score: Raw -162041.746776 + Penalty 2525.596803 = -159516.149973
  nChanged 59
		SP:Iteration 13Q (46646.390000 sec): 3 clusters
  Score: Raw -162090.107026 + Penalty 2525.596803 = -159564.510223
  nChanged 49
		SP:Iteration 14Q (46646.570000 sec): 3 clusters
  Score: Raw -162145.249753 + Penalty 2525.596803 = -159619.652950
  nChanged 57
		SP:Iteration 15Q (46646.750000 sec): 3 clusters
  Score: Raw -162209.269670 + Penalty 2525.596803 = -159683.672867
  nChanged 41
		SP:Iteration 16Q (46646.920000 sec): 3 clusters
  Score: Raw -162242.925734 + Penalty 2525.596803 = -159717.328931
  nChanged 31
		SP:Iteration 17Q (46647.100000 sec): 3 clusters
  Score: Raw -162262.877092 + Penalty 2525.596803 = -159737.280289
  nChanged 19
		SP:Iteration 18Q (46647.270000 sec): 3 clusters
  Score: Raw -162274.604934 + Penalty 2525.596803 = -159749.008131
  nChanged 16
		SP:Iteration 19Q (46647.450000 sec): 3 clusters
  Score: Raw -162281.403350 + Penalty 2525.596803 = -159755.806547
  nChanged 6
		SP:Iteration 20F (46647.620000 sec): 3 clusters
  Score: Raw -162283.455372 + Penalty 2525.596803 = -159757.858569
  nChanged 2
		SP:Iteration 21Q (46647.800000 sec): 3 clusters
  Score: Raw -162284.309515 + Penalty 2525.596803 = -159758.712713
  nChanged 3
		SP:Iteration 22Q (46647.970000 sec): 3 clusters
  Score: Raw -162286.262877 + Penalty 2525.596803 = -159760.666074
  nChanged 2
		SP:Iteration 23Q (46648.150000 sec): 3 clusters
  Score: Raw -162286.934989 + Penalty 2525.596803 = -159761.338186
  nChanged 0
		SP:Iteration 24F (46648.330000 sec): 3 clusters
  Score: Raw -162286.934989 + Penalty 2525.596803 = -159761.338186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46648.460000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46648.630000 sec): 3 clusters
  Score: Raw -103749.436262 + Penalty 2346.145655 = -101403.290607
  nChanged 440
		SP:Iteration 1F (46648.790000 sec): 3 clusters
  Score: Raw -104079.997122 + Penalty 2346.145655 = -101733.851467
  nChanged 95
		SP:Iteration 2F (46648.930000 sec): 3 clusters
  Score: Raw -104186.732472 + Penalty 2346.145655 = -101840.586817
  nChanged 65
		SP:Iteration 3Q (46649.080000 sec): 3 clusters
  Score: Raw -104254.025755 + Penalty 2346.145655 = -101907.880100
  nChanged 47
		SP:Iteration 4Q (46649.230000 sec): 3 clusters
  Score: Raw -104297.044909 + Penalty 2346.145655 = -101950.899254
  nChanged 41
		SP:Iteration 5Q (46649.390000 sec): 3 clusters
  Score: Raw -104327.422876 + Penalty 2346.145655 = -101981.277221
  nChanged 23
		SP:Iteration 6Q (46649.540000 sec): 3 clusters
  Score: Raw -104346.922887 + Penalty 2346.145655 = -102000.777232
  nChanged 13
		SP:Iteration 7Q (46649.700000 sec): 3 clusters
  Score: Raw -104354.653110 + Penalty 2346.145655 = -102008.507455
  nChanged 9
		SP:Iteration 8Q (46649.850000 sec): 3 clusters
  Score: Raw -104360.232904 + Penalty 2346.145655 = -102014.087249
  nChanged 8
		SP:Iteration 9Q (46650.010000 sec): 3 clusters
  Score: Raw -104365.683577 + Penalty 2346.145655 = -102019.537922
  nChanged 8
		SP:Iteration 10Q (46650.160000 sec): 3 clusters
  Score: Raw -104376.952248 + Penalty 2346.145655 = -102030.806593
  nChanged 7
		SP:Iteration 11Q (46650.270000 sec): 3 clusters
  Score: Raw -104385.605508 + Penalty 2346.145655 = -102039.459853
  nChanged 5
		SP:Iteration 12Q (46650.430000 sec): 3 clusters
  Score: Raw -104390.191024 + Penalty 2346.145655 = -102044.045370
  nChanged 6
		SP:Iteration 13Q (46650.590000 sec): 3 clusters
  Score: Raw -104394.114905 + Penalty 2346.145655 = -102047.969250
  nChanged 6
		SP:Iteration 14Q (46650.750000 sec): 3 clusters
  Score: Raw -104396.586313 + Penalty 2346.145655 = -102050.440658
  nChanged 4
		SP:Iteration 15Q (46650.910000 sec): 3 clusters
  Score: Raw -104398.257606 + Penalty 2346.145655 = -102052.111951
  nChanged 3
		SP:Iteration 16Q (46651.080000 sec): 3 clusters
  Score: Raw -104400.521052 + Penalty 2346.145655 = -102054.375397
  nChanged 2
		SP:Iteration 17Q (46651.250000 sec): 3 clusters
  Score: Raw -104401.175925 + Penalty 2346.145655 = -102055.030270
  nChanged 3
		SP:Iteration 18Q (46651.430000 sec): 3 clusters
  Score: Raw -104403.680836 + Penalty 2346.145655 = -102057.535181
  nChanged 4
		SP:Iteration 19Q (46651.610000 sec): 3 clusters
  Score: Raw -104406.014500 + Penalty 2346.145655 = -102059.868845
  nChanged 2
		SP:Iteration 20F (46651.780000 sec): 3 clusters
  Score: Raw -104407.219754 + Penalty 2346.145655 = -102061.074099
  nChanged 2
		SP:Iteration 21Q (46651.960000 sec): 3 clusters
  Score: Raw -104408.662337 + Penalty 2346.145655 = -102062.516682
  nChanged 4
		SP:Iteration 22Q (46652.130000 sec): 3 clusters
  Score: Raw -104409.895651 + Penalty 2346.145655 = -102063.749996
  nChanged 1
		SP:Iteration 23Q (46652.310000 sec): 3 clusters
  Score: Raw -104410.568630 + Penalty 2346.145655 = -102064.422975
  nChanged 1
		SP:Iteration 24Q (46652.490000 sec): 3 clusters
  Score: Raw -104411.181431 + Penalty 2346.145655 = -102065.035776
  nChanged 0
		SP:Iteration 25F (46652.660000 sec): 3 clusters
  Score: Raw -104411.181431 + Penalty 2346.145655 = -102065.035776
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46652.750000 sec): 2 clusters
  Score: Raw -94159.802066 + Penalty 1169.217940 = -92990.584126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46652.930000 sec): 3 clusters
  Score: Raw -93721.749943 + Penalty 2338.435879 = -91383.314064
  nChanged 436
		SP:Iteration 1F (46653.100000 sec): 3 clusters
  Score: Raw -94168.004061 + Penalty 2338.435879 = -91829.568182
  nChanged 135
		SP:Iteration 2F (46653.280000 sec): 3 clusters
  Score: Raw -94332.115692 + Penalty 2338.435879 = -91993.679813
  nChanged 70
		SP:Iteration 3F (46653.450000 sec): 3 clusters
  Score: Raw -94414.414514 + Penalty 2338.435879 = -92075.978635
  nChanged 57
		SP:Iteration 4Q (46653.630000 sec): 3 clusters
  Score: Raw -94464.643025 + Penalty 2338.435879 = -92126.207146
  nChanged 31
		SP:Iteration 5Q (46653.810000 sec): 3 clusters
  Score: Raw -94486.351288 + Penalty 2338.435879 = -92147.915409
  nChanged 24
		SP:Iteration 6Q (46653.980000 sec): 3 clusters
  Score: Raw -94501.602007 + Penalty 2338.435879 = -92163.166127
  nChanged 12
		SP:Iteration 7Q (46654.160000 sec): 3 clusters
  Score: Raw -94511.596019 + Penalty 2338.435879 = -92173.160140
  nChanged 13
		SP:Iteration 8Q (46654.330000 sec): 3 clusters
  Score: Raw -94522.745002 + Penalty 2338.435879 = -92184.309123
  nChanged 9
		SP:Iteration 9Q (46654.510000 sec): 3 clusters
  Score: Raw -94530.389951 + Penalty 2338.435879 = -92191.954072
  nChanged 10
		SP:Iteration 10Q (46654.690000 sec): 3 clusters
  Score: Raw -94539.680445 + Penalty 2338.435879 = -92201.244565
  nChanged 11
		SP:Iteration 11Q (46654.860000 sec): 3 clusters
  Score: Raw -94547.694375 + Penalty 2338.435879 = -92209.258496
  nChanged 6
		SP:Iteration 12Q (46655.040000 sec): 3 clusters
  Score: Raw -94552.542086 + Penalty 2338.435879 = -92214.106207
  nChanged 4
		SP:Iteration 13Q (46655.210000 sec): 3 clusters
  Score: Raw -94555.203754 + Penalty 2338.435879 = -92216.767875
  nChanged 1
		SP:Iteration 14Q (46655.270000 sec): 3 clusters
  Score: Raw -94555.672155 + Penalty 2338.435879 = -92217.236276
  nChanged 1
		SP:Iteration 15Q (46655.290000 sec): 3 clusters
  Score: Raw -94556.217693 + Penalty 2338.435879 = -92217.781814
  nChanged 1
		SP:Iteration 16Q (46655.440000 sec): 3 clusters
  Score: Raw -94556.432276 + Penalty 2338.435879 = -92217.996397
  nChanged 0
		SP:Iteration 17F (46655.610000 sec): 3 clusters
  Score: Raw -94556.432276 + Penalty 2338.435879 = -92217.996397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46655.710000 sec): 2 clusters
  Score: Raw -50141.832710 + Penalty 1072.036177 = -49069.796534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46655.870000 sec): 3 clusters
  Score: Raw -49990.709421 + Penalty 2144.072353 = -47846.637068
  nChanged 201
		SP:Iteration 1F (46656.050000 sec): 3 clusters
  Score: Raw -50223.260671 + Penalty 2144.072353 = -48079.188318
  nChanged 57
		SP:Iteration 2F (46656.230000 sec): 3 clusters
  Score: Raw -50308.586821 + Penalty 2144.072353 = -48164.514468
  nChanged 19
		SP:Iteration 3Q (46656.400000 sec): 3 clusters
  Score: Raw -50338.354081 + Penalty 2144.072353 = -48194.281728
  nChanged 10
		SP:Iteration 4Q (46656.580000 sec): 3 clusters
  Score: Raw -50350.966576 + Penalty 2144.072353 = -48206.894223
  nChanged 15
		SP:Iteration 5Q (46656.750000 sec): 3 clusters
  Score: Raw -50374.328948 + Penalty 2144.072353 = -48230.256595
  nChanged 17
		SP:Iteration 6Q (46656.930000 sec): 3 clusters
  Score: Raw -50397.051122 + Penalty 2144.072353 = -48252.978769
  nChanged 8
		SP:Iteration 7Q (46657.110000 sec): 3 clusters
  Score: Raw -50409.301817 + Penalty 2144.072353 = -48265.229464
  nChanged 10
		SP:Iteration 8Q (46657.280000 sec): 3 clusters
  Score: Raw -50420.800064 + Penalty 2144.072353 = -48276.727711
  nChanged 4
		SP:Iteration 9Q (46657.460000 sec): 3 clusters
  Score: Raw -50424.554308 + Penalty 2144.072353 = -48280.481955
  nChanged 7
		SP:Iteration 10Q (46657.630000 sec): 3 clusters
  Score: Raw -50435.908452 + Penalty 2144.072353 = -48291.836099
  nChanged 10
		SP:Iteration 11Q (46657.810000 sec): 3 clusters
  Score: Raw -50450.120354 + Penalty 2144.072353 = -48306.048001
  nChanged 4
		SP:Iteration 12Q (46657.990000 sec): 3 clusters
  Score: Raw -50456.839196 + Penalty 2144.072353 = -48312.766843
  nChanged 6
		SP:Iteration 13Q (46658.160000 sec): 3 clusters
  Score: Raw -50469.531527 + Penalty 2144.072353 = -48325.459174
  nChanged 6
		SP:Iteration 14Q (46658.340000 sec): 3 clusters
  Score: Raw -50479.893381 + Penalty 2144.072353 = -48335.821028
  nChanged 4
		SP:Iteration 15Q (46658.510000 sec): 3 clusters
  Score: Raw -50486.450099 + Penalty 2144.072353 = -48342.377746
  nChanged 4
		SP:Iteration 16Q (46658.730000 sec): 3 clusters
  Score: Raw -50492.958880 + Penalty 2144.072353 = -48348.886527
  nChanged 3
		SP:Iteration 17Q (46658.910000 sec): 3 clusters
  Score: Raw -50496.484831 + Penalty 2144.072353 = -48352.412478
  nChanged 1
		SP:Iteration 18Q (46659.070000 sec): 3 clusters
  Score: Raw -50497.338329 + Penalty 2144.072353 = -48353.265976
  nChanged 3
		SP:Iteration 19Q (46659.190000 sec): 3 clusters
  Score: Raw -50507.768537 + Penalty 2144.072353 = -48363.696184
  nChanged 2
		SP:Iteration 20F (46659.360000 sec): 3 clusters
  Score: Raw -50511.909839 + Penalty 2144.072353 = -48367.837486
  nChanged 2
		SP:Iteration 21Q (46659.540000 sec): 3 clusters
  Score: Raw -50514.544582 + Penalty 2144.072353 = -48370.472229
  nChanged 1
		SP:Iteration 22Q (46659.710000 sec): 3 clusters
  Score: Raw -50516.129869 + Penalty 2144.072353 = -48372.057516
  nChanged 0
		SP:Iteration 23F (46659.890000 sec): 3 clusters
  Score: Raw -50516.129869 + Penalty 2144.072353 = -48372.057516
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46659.990000 sec): 2 clusters
  Score: Raw -209918.478901 + Penalty 1290.749317 = -208627.729585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46660.170000 sec): 3 clusters
  Score: Raw -208595.810297 + Penalty 2581.498633 = -206014.311664
  nChanged 1061
		SP:Iteration 1F (46660.350000 sec): 3 clusters
  Score: Raw -209286.333364 + Penalty 2581.498633 = -206704.834731
  nChanged 267
		SP:Iteration 2F (46660.520000 sec): 3 clusters
  Score: Raw -209492.435336 + Penalty 2581.498633 = -206910.936703
  nChanged 186
		SP:Iteration 3F (46660.700000 sec): 3 clusters
  Score: Raw -209641.819451 + Penalty 2581.498633 = -207060.320817
  nChanged 146
		SP:Iteration 4F (46660.870000 sec): 3 clusters
  Score: Raw -209750.503231 + Penalty 2581.498633 = -207169.004598
  nChanged 123
		SP:Iteration 5Q (46661.050000 sec): 3 clusters
  Score: Raw -209848.706941 + Penalty 2581.498633 = -207267.208308
  nChanged 95
		SP:Iteration 6Q (46661.230000 sec): 3 clusters
  Score: Raw -209910.570140 + Penalty 2581.498633 = -207329.071507
  nChanged 85
		SP:Iteration 7Q (46661.400000 sec): 3 clusters
  Score: Raw -209965.840756 + Penalty 2581.498633 = -207384.342123
  nChanged 70
		SP:Iteration 8Q (46661.580000 sec): 3 clusters
  Score: Raw -210011.661244 + Penalty 2581.498633 = -207430.162611
  nChanged 68
		SP:Iteration 9Q (46661.750000 sec): 3 clusters
  Score: Raw -210051.733247 + Penalty 2581.498633 = -207470.234614
  nChanged 55
		SP:Iteration 10Q (46661.930000 sec): 3 clusters
  Score: Raw -210081.784205 + Penalty 2581.498633 = -207500.285572
  nChanged 49
		SP:Iteration 11Q (46662.100000 sec): 3 clusters
  Score: Raw -210115.308257 + Penalty 2581.498633 = -207533.809624
  nChanged 53
		SP:Iteration 12Q (46662.280000 sec): 3 clusters
  Score: Raw -210153.160403 + Penalty 2581.498633 = -207571.661769
  nChanged 50
		SP:Iteration 13Q (46662.450000 sec): 3 clusters
  Score: Raw -210187.580445 + Penalty 2581.498633 = -207606.081812
  nChanged 53
		SP:Iteration 14Q (46662.630000 sec): 3 clusters
  Score: Raw -210217.678586 + Penalty 2581.498633 = -207636.179953
  nChanged 37
		SP:Iteration 15Q (46662.810000 sec): 3 clusters
  Score: Raw -210240.173913 + Penalty 2581.498633 = -207658.675280
  nChanged 40
		SP:Iteration 16Q (46662.980000 sec): 3 clusters
  Score: Raw -210262.882939 + Penalty 2581.498633 = -207681.384305
  nChanged 31
		SP:Iteration 17Q (46663.160000 sec): 3 clusters
  Score: Raw -210279.297754 + Penalty 2581.498633 = -207697.799121
  nChanged 29
		SP:Iteration 18Q (46663.330000 sec): 3 clusters
  Score: Raw -210295.063058 + Penalty 2581.498633 = -207713.564425
  nChanged 19
		SP:Iteration 19Q (46663.510000 sec): 3 clusters
  Score: Raw -210302.202474 + Penalty 2581.498633 = -207720.703841
  nChanged 12
		SP:Iteration 20F (46663.690000 sec): 3 clusters
  Score: Raw -210306.241284 + Penalty 2581.498633 = -207724.742650
  nChanged 8
		SP:Iteration 21Q (46663.860000 sec): 3 clusters
  Score: Raw -210308.881392 + Penalty 2581.498633 = -207727.382759
  nChanged 4
		SP:Iteration 22Q (46664.040000 sec): 3 clusters
  Score: Raw -210310.192333 + Penalty 2581.498633 = -207728.693700
  nChanged 3
		SP:Iteration 23Q (46664.210000 sec): 3 clusters
  Score: Raw -210310.914150 + Penalty 2581.498633 = -207729.415517
  nChanged 2
		SP:Iteration 24Q (46664.390000 sec): 3 clusters
  Score: Raw -210312.798890 + Penalty 2581.498633 = -207731.300257
  nChanged 4
		SP:Iteration 25Q (46664.560000 sec): 3 clusters
  Score: Raw -210315.557192 + Penalty 2581.498633 = -207734.058559
  nChanged 5
		SP:Iteration 26Q (46664.740000 sec): 3 clusters
  Score: Raw -210318.004428 + Penalty 2581.498633 = -207736.505795
  nChanged 3
		SP:Iteration 27Q (46664.910000 sec): 3 clusters
  Score: Raw -210319.351971 + Penalty 2581.498633 = -207737.853338
  nChanged 1
		SP:Iteration 28Q (46665.090000 sec): 3 clusters
  Score: Raw -210319.708029 + Penalty 2581.498633 = -207738.209396
  nChanged 1
		SP:Iteration 29Q (46665.270000 sec): 3 clusters
  Score: Raw -210319.819832 + Penalty 2581.498633 = -207738.321199
  nChanged 0
		SP:Iteration 30F (46665.440000 sec): 3 clusters
  Score: Raw -210319.819832 + Penalty 2581.498633 = -207738.321199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46665.550000 sec): 2 clusters
  Score: Raw -163124.950731 + Penalty 1224.225228 = -161900.725503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46665.660000 sec): 3 clusters
  Score: Raw -162362.175690 + Penalty 2448.450456 = -159913.725234
  nChanged 657
		SP:Iteration 1F (46665.820000 sec): 3 clusters
  Score: Raw -162827.052137 + Penalty 2448.450456 = -160378.601681
  nChanged 137
		SP:Iteration 2F (46665.980000 sec): 3 clusters
  Score: Raw -162965.541090 + Penalty 2448.450456 = -160517.090634
  nChanged 114
		SP:Iteration 3F (46666.140000 sec): 3 clusters
  Score: Raw -163119.423606 + Penalty 2448.450456 = -160670.973150
  nChanged 128
		SP:Iteration 4F (46666.300000 sec): 3 clusters
  Score: Raw -163262.199769 + Penalty 2448.450456 = -160813.749314
  nChanged 103
		SP:Iteration 5F (46666.470000 sec): 3 clusters
  Score: Raw -163376.678403 + Penalty 2448.450456 = -160928.227947
  nChanged 101
		SP:Iteration 6F (46666.650000 sec): 3 clusters
  Score: Raw -163474.396583 + Penalty 2448.450456 = -161025.946128
  nChanged 70
		SP:Iteration 7Q (46666.870000 sec): 3 clusters
  Score: Raw -163561.722171 + Penalty 2448.450456 = -161113.271716
  nChanged 55
		SP:Iteration 8Q (46667.020000 sec): 3 clusters
  Score: Raw -163609.494531 + Penalty 2448.450456 = -161161.044075
  nChanged 39
		SP:Iteration 9Q (46667.180000 sec): 3 clusters
  Score: Raw -163648.373434 + Penalty 2448.450456 = -161199.922978
  nChanged 17
		SP:Iteration 10Q (46667.340000 sec): 3 clusters
  Score: Raw -163666.326165 + Penalty 2448.450456 = -161217.875709
  nChanged 21
		SP:Iteration 11Q (46667.500000 sec): 3 clusters
  Score: Raw -163684.291848 + Penalty 2448.450456 = -161235.841392
  nChanged 14
		SP:Iteration 12Q (46667.660000 sec): 3 clusters
  Score: Raw -163697.057242 + Penalty 2448.450456 = -161248.606786
  nChanged 8
		SP:Iteration 13Q (46667.820000 sec): 3 clusters
  Score: Raw -163705.134700 + Penalty 2448.450456 = -161256.684245
  nChanged 7
		SP:Iteration 14Q (46667.980000 sec): 3 clusters
  Score: Raw -163714.710143 + Penalty 2448.450456 = -161266.259688
  nChanged 9
		SP:Iteration 15Q (46668.150000 sec): 3 clusters
  Score: Raw -163721.778845 + Penalty 2448.450456 = -161273.328389
  nChanged 5
		SP:Iteration 16Q (46668.320000 sec): 3 clusters
  Score: Raw -163726.576919 + Penalty 2448.450456 = -161278.126464
  nChanged 4
		SP:Iteration 17Q (46668.490000 sec): 3 clusters
  Score: Raw -163729.894217 + Penalty 2448.450456 = -161281.443761
  nChanged 4
		SP:Iteration 18Q (46668.670000 sec): 3 clusters
  Score: Raw -163733.193980 + Penalty 2448.450456 = -161284.743524
  nChanged 2
		SP:Iteration 19Q (46668.840000 sec): 3 clusters
  Score: Raw -163734.083659 + Penalty 2448.450456 = -161285.633203
  nChanged 2
		SP:Iteration 20F (46669.020000 sec): 3 clusters
  Score: Raw -163736.131842 + Penalty 2448.450456 = -161287.681386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46669.100000 sec): 2 clusters
  Score: Raw -40636.966423 + Penalty 1007.912022 = -39629.054401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46669.280000 sec): 3 clusters
  Score: Raw -40568.153115 + Penalty 2015.824043 = -38552.329071
  nChanged 99
		SP:Iteration 1F (46669.450000 sec): 3 clusters
  Score: Raw -40705.671220 + Penalty 2015.824043 = -38689.847177
  nChanged 24
		SP:Iteration 2Q (46669.630000 sec): 3 clusters
  Score: Raw -40738.089956 + Penalty 2015.824043 = -38722.265913
  nChanged 11
		SP:Iteration 3Q (46669.810000 sec): 3 clusters
  Score: Raw -40763.674413 + Penalty 2015.824043 = -38747.850370
  nChanged 6
		SP:Iteration 4Q (46669.980000 sec): 3 clusters
  Score: Raw -40779.183280 + Penalty 2015.824043 = -38763.359236
  nChanged 3
		SP:Iteration 5Q (46670.120000 sec): 3 clusters
  Score: Raw -40783.628493 + Penalty 2015.824043 = -38767.804450
  nChanged 3
		SP:Iteration 6Q (46670.130000 sec): 3 clusters
  Score: Raw -40789.876081 + Penalty 2015.824043 = -38774.052038
  nChanged 2
		SP:Iteration 7Q (46670.140000 sec): 3 clusters
  Score: Raw -40794.072849 + Penalty 2015.824043 = -38778.248806
  nChanged 0
		SP:Iteration 8F (46670.150000 sec): 3 clusters
  Score: Raw -40794.072849 + Penalty 2015.824043 = -38778.248806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46670.260000 sec): 2 clusters
  Score: Raw -232401.146374 + Penalty 1290.113308 = -231111.033066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46670.450000 sec): 3 clusters
  Score: Raw -231129.691708 + Penalty 2580.226616 = -228549.465093
  nChanged 1035
		SP:Iteration 1F (46670.600000 sec): 3 clusters
  Score: Raw -231767.962395 + Penalty 2580.226616 = -229187.735779
  nChanged 223
		SP:Iteration 2F (46670.780000 sec): 3 clusters
  Score: Raw -231942.151889 + Penalty 2580.226616 = -229361.925273
  nChanged 172
		SP:Iteration 3F (46670.950000 sec): 3 clusters
  Score: Raw -232066.587858 + Penalty 2580.226616 = -229486.361242
  nChanged 142
		SP:Iteration 4F (46671.130000 sec): 3 clusters
  Score: Raw -232188.207200 + Penalty 2580.226616 = -229607.980584
  nChanged 128
		SP:Iteration 5Q (46671.310000 sec): 3 clusters
  Score: Raw -232292.261085 + Penalty 2580.226616 = -229712.034469
  nChanged 97
		SP:Iteration 6Q (46671.480000 sec): 3 clusters
  Score: Raw -232365.240135 + Penalty 2580.226616 = -229785.013519
  nChanged 98
		SP:Iteration 7Q (46671.620000 sec): 3 clusters
  Score: Raw -232436.475616 + Penalty 2580.226616 = -229856.249000
  nChanged 81
		SP:Iteration 8Q (46671.790000 sec): 3 clusters
  Score: Raw -232497.051871 + Penalty 2580.226616 = -229916.825255
  nChanged 71
		SP:Iteration 9Q (46671.970000 sec): 3 clusters
  Score: Raw -232551.386240 + Penalty 2580.226616 = -229971.159624
  nChanged 69
		SP:Iteration 10Q (46672.150000 sec): 3 clusters
  Score: Raw -232607.486717 + Penalty 2580.226616 = -230027.260101
  nChanged 80
		SP:Iteration 11Q (46672.320000 sec): 3 clusters
  Score: Raw -232678.501133 + Penalty 2580.226616 = -230098.274517
  nChanged 76
		SP:Iteration 12Q (46672.500000 sec): 3 clusters
  Score: Raw -232754.335478 + Penalty 2580.226616 = -230174.108862
  nChanged 78
		SP:Iteration 13Q (46672.670000 sec): 3 clusters
  Score: Raw -232849.146408 + Penalty 2580.226616 = -230268.919792
  nChanged 86
		SP:Iteration 14Q (46672.850000 sec): 3 clusters
  Score: Raw -232969.306927 + Penalty 2580.226616 = -230389.080311
  nChanged 89
		SP:Iteration 15Q (46673.030000 sec): 3 clusters
  Score: Raw -233114.722480 + Penalty 2580.226616 = -230534.495864
  nChanged 93
		SP:Iteration 16Q (46673.200000 sec): 3 clusters
  Score: Raw -233290.727149 + Penalty 2580.226616 = -230710.500533
  nChanged 79
		SP:Iteration 17Q (46673.370000 sec): 3 clusters
  Score: Raw -233435.231640 + Penalty 2580.226616 = -230855.005024
  nChanged 54
		SP:Iteration 18Q (46673.550000 sec): 3 clusters
  Score: Raw -233510.660619 + Penalty 2580.226616 = -230930.434003
  nChanged 38
		SP:Iteration 19Q (46673.730000 sec): 3 clusters
  Score: Raw -233539.973755 + Penalty 2580.226616 = -230959.747139
  nChanged 12
		SP:Iteration 20F (46673.900000 sec): 3 clusters
  Score: Raw -233546.185894 + Penalty 2580.226616 = -230965.959278
  nChanged 9
		SP:Iteration 21Q (46674.080000 sec): 3 clusters
  Score: Raw -233551.959042 + Penalty 2580.226616 = -230971.732427
  nChanged 9
		SP:Iteration 22Q (46674.250000 sec): 3 clusters
  Score: Raw -233555.884180 + Penalty 2580.226616 = -230975.657564
  nChanged 6
		SP:Iteration 23Q (46674.430000 sec): 3 clusters
  Score: Raw -233557.713694 + Penalty 2580.226616 = -230977.487079
  nChanged 2
		SP:Iteration 24Q (46674.610000 sec): 3 clusters
  Score: Raw -233558.189553 + Penalty 2580.226616 = -230977.962937
  nChanged 0
		SP:Iteration 25F (46674.780000 sec): 3 clusters
  Score: Raw -233558.189553 + Penalty 2580.226616 = -230977.962937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46674.870000 sec): 2 clusters
  Score: Raw -52222.875059 + Penalty 1094.371145 = -51128.503914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46675.050000 sec): 3 clusters
  Score: Raw -52022.046999 + Penalty 2188.742289 = -49833.304709
  nChanged 253
		SP:Iteration 1F (46675.220000 sec): 3 clusters
  Score: Raw -52318.243902 + Penalty 2188.742289 = -50129.501612
  nChanged 75
		SP:Iteration 2F (46675.390000 sec): 3 clusters
  Score: Raw -52435.319573 + Penalty 2188.742289 = -50246.577283
  nChanged 48
		SP:Iteration 3F (46675.570000 sec): 3 clusters
  Score: Raw -52532.087645 + Penalty 2188.742289 = -50343.345356
  nChanged 43
		SP:Iteration 4F (46675.750000 sec): 3 clusters
  Score: Raw -52617.107650 + Penalty 2188.742289 = -50428.365360
  nChanged 30
		SP:Iteration 5Q (46675.910000 sec): 3 clusters
  Score: Raw -52662.817883 + Penalty 2188.742289 = -50474.075593
  nChanged 17
		SP:Iteration 6Q (46676.090000 sec): 3 clusters
  Score: Raw -52692.144077 + Penalty 2188.742289 = -50503.401787
  nChanged 18
		SP:Iteration 7Q (46676.270000 sec): 3 clusters
  Score: Raw -52735.004804 + Penalty 2188.742289 = -50546.262514
  nChanged 6
		SP:Iteration 8Q (46676.440000 sec): 3 clusters
  Score: Raw -52743.393289 + Penalty 2188.742289 = -50554.651000
  nChanged 11
		SP:Iteration 9Q (46676.620000 sec): 3 clusters
  Score: Raw -52758.269570 + Penalty 2188.742289 = -50569.527280
  nChanged 10
		SP:Iteration 10Q (46676.800000 sec): 3 clusters
  Score: Raw -52780.240799 + Penalty 2188.742289 = -50591.498510
  nChanged 16
		SP:Iteration 11Q (46676.970000 sec): 3 clusters
  Score: Raw -52833.139305 + Penalty 2188.742289 = -50644.397016
  nChanged 24
		SP:Iteration 12Q (46677.150000 sec): 3 clusters
  Score: Raw -52870.668062 + Penalty 2188.742289 = -50681.925773
  nChanged 15
		SP:Iteration 13Q (46677.320000 sec): 3 clusters
  Score: Raw -52905.200964 + Penalty 2188.742289 = -50716.458674
  nChanged 17
		SP:Iteration 14Q (46677.500000 sec): 3 clusters
  Score: Raw -52938.259413 + Penalty 2188.742289 = -50749.517123
  nChanged 19
		SP:Iteration 15Q (46677.680000 sec): 3 clusters
  Score: Raw -52990.145606 + Penalty 2188.742289 = -50801.403317
  nChanged 13
		SP:Iteration 16Q (46677.900000 sec): 3 clusters
  Score: Raw -53047.610478 + Penalty 2188.742289 = -50858.868189
  nChanged 15
		SP:Iteration 17Q (46678.070000 sec): 3 clusters
  Score: Raw -53120.223143 + Penalty 2188.742289 = -50931.480854
  nChanged 19
		SP:Iteration 18Q (46678.240000 sec): 3 clusters
  Score: Raw -53194.549957 + Penalty 2188.742289 = -51005.807668
  nChanged 13
		SP:Iteration 19Q (46678.370000 sec): 3 clusters
  Score: Raw -53249.161522 + Penalty 2188.742289 = -51060.419232
  nChanged 9
		SP:Iteration 20F (46678.540000 sec): 3 clusters
  Score: Raw -53282.026501 + Penalty 2188.742289 = -51093.284212
  nChanged 8
		SP:Iteration 21Q (46678.720000 sec): 3 clusters
  Score: Raw -53302.336830 + Penalty 2188.742289 = -51113.594540
  nChanged 3
		SP:Iteration 22Q (46678.900000 sec): 3 clusters
  Score: Raw -53311.025729 + Penalty 2188.742289 = -51122.283439
  nChanged 4
		SP:Iteration 23Q (46679.070000 sec): 3 clusters
  Score: Raw -53315.839356 + Penalty 2188.742289 = -51127.097067
  nChanged 1
		SP:Iteration 24Q (46679.250000 sec): 3 clusters
  Score: Raw -53317.601382 + Penalty 2188.742289 = -51128.859093
  nChanged 3
		SP:Iteration 25Q (46679.420000 sec): 3 clusters
  Score: Raw -53321.345531 + Penalty 2188.742289 = -51132.603242
  nChanged 2
		SP:Iteration 26Q (46679.600000 sec): 3 clusters
  Score: Raw -53324.315991 + Penalty 2188.742289 = -51135.573702
  nChanged 1
		SP:Iteration 27Q (46679.780000 sec): 3 clusters
  Score: Raw -53325.417440 + Penalty 2188.742289 = -51136.675151
  nChanged 1
		SP:Iteration 28Q (46679.950000 sec): 3 clusters
  Score: Raw -53325.951302 + Penalty 2188.742289 = -51137.209012
  nChanged 0
		SP:Iteration 29F (46680.130000 sec): 3 clusters
  Score: Raw -53325.951302 + Penalty 2188.742289 = -51137.209012
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46680.220000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46680.400000 sec): 3 clusters
  Score: Raw -161805.399535 + Penalty 2486.614057 = -159318.785477
  nChanged 744
		SP:Iteration 1F (46680.580000 sec): 3 clusters
  Score: Raw -162321.208422 + Penalty 2486.614057 = -159834.594365
  nChanged 149
		SP:Iteration 2F (46680.750000 sec): 3 clusters
  Score: Raw -162442.380851 + Penalty 2486.614057 = -159955.766794
  nChanged 110
		SP:Iteration 3F (46680.930000 sec): 3 clusters
  Score: Raw -162525.939915 + Penalty 2486.614057 = -160039.325858
  nChanged 87
		SP:Iteration 4Q (46681.100000 sec): 3 clusters
  Score: Raw -162578.932512 + Penalty 2486.614057 = -160092.318455
  nChanged 45
		SP:Iteration 5Q (46681.280000 sec): 3 clusters
  Score: Raw -162602.747210 + Penalty 2486.614057 = -160116.133153
  nChanged 31
		SP:Iteration 6Q (46681.460000 sec): 3 clusters
  Score: Raw -162620.573460 + Penalty 2486.614057 = -160133.959402
  nChanged 29
		SP:Iteration 7Q (46681.630000 sec): 3 clusters
  Score: Raw -162639.581025 + Penalty 2486.614057 = -160152.966968
  nChanged 26
		SP:Iteration 8Q (46681.810000 sec): 3 clusters
  Score: Raw -162654.391873 + Penalty 2486.614057 = -160167.777816
  nChanged 28
		SP:Iteration 9Q (46681.980000 sec): 3 clusters
  Score: Raw -162669.587383 + Penalty 2486.614057 = -160182.973326
  nChanged 29
		SP:Iteration 10Q (46682.160000 sec): 3 clusters
  Score: Raw -162690.181802 + Penalty 2486.614057 = -160203.567745
  nChanged 39
		SP:Iteration 11Q (46682.340000 sec): 3 clusters
  Score: Raw -162713.096207 + Penalty 2486.614057 = -160226.482150
  nChanged 38
		SP:Iteration 12Q (46682.510000 sec): 3 clusters
  Score: Raw -162730.837770 + Penalty 2486.614057 = -160244.223713
  nChanged 26
		SP:Iteration 13Q (46682.690000 sec): 3 clusters
  Score: Raw -162745.084982 + Penalty 2486.614057 = -160258.470925
  nChanged 28
		SP:Iteration 14Q (46682.860000 sec): 3 clusters
  Score: Raw -162758.672773 + Penalty 2486.614057 = -160272.058716
  nChanged 28
		SP:Iteration 15Q (46683.040000 sec): 3 clusters
  Score: Raw -162778.269766 + Penalty 2486.614057 = -160291.655709
  nChanged 30
		SP:Iteration 16Q (46683.220000 sec): 3 clusters
  Score: Raw -162797.243174 + Penalty 2486.614057 = -160310.629117
  nChanged 24
		SP:Iteration 17Q (46683.390000 sec): 3 clusters
  Score: Raw -162811.405562 + Penalty 2486.614057 = -160324.791505
  nChanged 17
		SP:Iteration 18Q (46683.570000 sec): 3 clusters
  Score: Raw -162825.656927 + Penalty 2486.614057 = -160339.042869
  nChanged 25
		SP:Iteration 19Q (46683.740000 sec): 3 clusters
  Score: Raw -162842.236257 + Penalty 2486.614057 = -160355.622200
  nChanged 22
		SP:Iteration 20F (46683.920000 sec): 3 clusters
  Score: Raw -162852.003305 + Penalty 2486.614057 = -160365.389248
  nChanged 11
		SP:Iteration 21Q (46684.100000 sec): 3 clusters
  Score: Raw -162857.493082 + Penalty 2486.614057 = -160370.879025
  nChanged 11
		SP:Iteration 22Q (46684.270000 sec): 3 clusters
  Score: Raw -162861.659606 + Penalty 2486.614057 = -160375.045548
  nChanged 14
		SP:Iteration 23Q (46684.450000 sec): 3 clusters
  Score: Raw -162868.760785 + Penalty 2486.614057 = -160382.146728
  nChanged 13
		SP:Iteration 24Q (46684.620000 sec): 3 clusters
  Score: Raw -162876.873490 + Penalty 2486.614057 = -160390.259433
  nChanged 10
		SP:Iteration 25Q (46684.800000 sec): 3 clusters
  Score: Raw -162879.965172 + Penalty 2486.614057 = -160393.351115
  nChanged 4
		SP:Iteration 26Q (46684.970000 sec): 3 clusters
  Score: Raw -162883.062875 + Penalty 2486.614057 = -160396.448818
  nChanged 7
		SP:Iteration 27Q (46685.150000 sec): 3 clusters
  Score: Raw -162886.095491 + Penalty 2486.614057 = -160399.481434
  nChanged 7
		SP:Iteration 28Q (46685.320000 sec): 3 clusters
  Score: Raw -162888.445894 + Penalty 2486.614057 = -160401.831837
  nChanged 3
		SP:Iteration 29Q (46685.500000 sec): 3 clusters
  Score: Raw -162889.325990 + Penalty 2486.614057 = -160402.711933
  nChanged 2
		SP:Iteration 30Q (46685.680000 sec): 3 clusters
  Score: Raw -162890.318076 + Penalty 2486.614057 = -160403.704019
  nChanged 8
		SP:Iteration 31Q (46685.850000 sec): 3 clusters
  Score: Raw -162893.307678 + Penalty 2486.614057 = -160406.693621
  nChanged 5
		SP:Iteration 32Q (46686.030000 sec): 3 clusters
  Score: Raw -162896.078066 + Penalty 2486.614057 = -160409.464008
  nChanged 3
		SP:Iteration 33Q (46686.200000 sec): 3 clusters
  Score: Raw -162897.215919 + Penalty 2486.614057 = -160410.601862
  nChanged 3
		SP:Iteration 34Q (46686.380000 sec): 3 clusters
  Score: Raw -162898.579782 + Penalty 2486.614057 = -160411.965725
  nChanged 1
		SP:Iteration 35Q (46686.560000 sec): 3 clusters
  Score: Raw -162898.770409 + Penalty 2486.614057 = -160412.156352
  nChanged 0
		SP:Iteration 36F (46686.730000 sec): 3 clusters
  Score: Raw -162898.770409 + Penalty 2486.614057 = -160412.156352
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46686.820000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46686.980000 sec): 3 clusters
  Score: Raw -151439.547762 + Penalty 2468.500866 = -148971.046896
  nChanged 703
		SP:Iteration 1F (46687.140000 sec): 3 clusters
  Score: Raw -151884.846705 + Penalty 2468.500866 = -149416.345839
  nChanged 129
		SP:Iteration 2F (46687.300000 sec): 3 clusters
  Score: Raw -151975.866133 + Penalty 2468.500866 = -149507.365267
  nChanged 91
		SP:Iteration 3Q (46687.460000 sec): 3 clusters
  Score: Raw -152038.828238 + Penalty 2468.500866 = -149570.327372
  nChanged 68
		SP:Iteration 4Q (46687.640000 sec): 3 clusters
  Score: Raw -152086.305117 + Penalty 2468.500866 = -149617.804252
  nChanged 67
		SP:Iteration 5Q (46687.820000 sec): 3 clusters
  Score: Raw -152126.549312 + Penalty 2468.500866 = -149658.048446
  nChanged 56
		SP:Iteration 6Q (46687.990000 sec): 3 clusters
  Score: Raw -152162.829419 + Penalty 2468.500866 = -149694.328553
  nChanged 52
		SP:Iteration 7Q (46688.170000 sec): 3 clusters
  Score: Raw -152195.755745 + Penalty 2468.500866 = -149727.254880
  nChanged 43
		SP:Iteration 8Q (46688.340000 sec): 3 clusters
  Score: Raw -152227.185273 + Penalty 2468.500866 = -149758.684407
  nChanged 34
		SP:Iteration 9Q (46688.520000 sec): 3 clusters
  Score: Raw -152250.246881 + Penalty 2468.500866 = -149781.746016
  nChanged 23
		SP:Iteration 10Q (46688.700000 sec): 3 clusters
  Score: Raw -152264.564830 + Penalty 2468.500866 = -149796.063964
  nChanged 28
		SP:Iteration 11Q (46688.870000 sec): 3 clusters
  Score: Raw -152281.461317 + Penalty 2468.500866 = -149812.960452
  nChanged 21
		SP:Iteration 12Q (46689.050000 sec): 3 clusters
  Score: Raw -152295.625770 + Penalty 2468.500866 = -149827.124905
  nChanged 20
		SP:Iteration 13Q (46689.220000 sec): 3 clusters
  Score: Raw -152308.540548 + Penalty 2468.500866 = -149840.039682
  nChanged 18
		SP:Iteration 14Q (46689.400000 sec): 3 clusters
  Score: Raw -152321.832968 + Penalty 2468.500866 = -149853.332102
  nChanged 11
		SP:Iteration 15Q (46689.580000 sec): 3 clusters
  Score: Raw -152328.782183 + Penalty 2468.500866 = -149860.281317
  nChanged 13
		SP:Iteration 16Q (46689.740000 sec): 3 clusters
  Score: Raw -152337.171467 + Penalty 2468.500866 = -149868.670601
  nChanged 9
		SP:Iteration 17Q (46689.910000 sec): 3 clusters
  Score: Raw -152342.864810 + Penalty 2468.500866 = -149874.363944
  nChanged 9
		SP:Iteration 18Q (46690.090000 sec): 3 clusters
  Score: Raw -152347.634095 + Penalty 2468.500866 = -149879.133230
  nChanged 9
		SP:Iteration 19Q (46690.260000 sec): 3 clusters
  Score: Raw -152351.160410 + Penalty 2468.500866 = -149882.659545
  nChanged 2
		SP:Iteration 20F (46690.440000 sec): 3 clusters
  Score: Raw -152352.775481 + Penalty 2468.500866 = -149884.274616
  nChanged 1
		SP:Iteration 21Q (46690.620000 sec): 3 clusters
  Score: Raw -152353.018424 + Penalty 2468.500866 = -149884.517558
  nChanged 1
		SP:Iteration 22Q (46690.790000 sec): 3 clusters
  Score: Raw -152353.131140 + Penalty 2468.500866 = -149884.630274
  nChanged 1
		SP:Iteration 23Q (46690.970000 sec): 3 clusters
  Score: Raw -152353.572836 + Penalty 2468.500866 = -149885.071971
  nChanged 2
		SP:Iteration 24Q (46691.140000 sec): 3 clusters
  Score: Raw -152354.547575 + Penalty 2468.500866 = -149886.046709
  nChanged 2
		SP:Iteration 25Q (46691.320000 sec): 3 clusters
  Score: Raw -152354.918562 + Penalty 2468.500866 = -149886.417696
  nChanged 0
		SP:Iteration 26F (46691.500000 sec): 3 clusters
  Score: Raw -152354.918562 + Penalty 2468.500866 = -149886.417696
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46691.600000 sec): 2 clusters
  Score: Raw -168040.776525 + Penalty 1244.308454 = -166796.468071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46691.750000 sec): 3 clusters
  Score: Raw -167125.059559 + Penalty 2488.616908 = -164636.442652
  nChanged 741
		SP:Iteration 1F (46691.920000 sec): 3 clusters
  Score: Raw -167646.939349 + Penalty 2488.616908 = -165158.322441
  nChanged 187
		SP:Iteration 2F (46692.110000 sec): 3 clusters
  Score: Raw -167807.982863 + Penalty 2488.616908 = -165319.365955
  nChanged 120
		SP:Iteration 3F (46692.280000 sec): 3 clusters
  Score: Raw -167932.524524 + Penalty 2488.616908 = -165443.907616
  nChanged 104
		SP:Iteration 4Q (46692.450000 sec): 3 clusters
  Score: Raw -168063.356039 + Penalty 2488.616908 = -165574.739131
  nChanged 105
		SP:Iteration 5Q (46692.630000 sec): 3 clusters
  Score: Raw -168172.873992 + Penalty 2488.616908 = -165684.257084
  nChanged 108
		SP:Iteration 6F (46692.800000 sec): 3 clusters
  Score: Raw -168275.063486 + Penalty 2488.616908 = -165786.446579
  nChanged 103
		SP:Iteration 7Q (46692.970000 sec): 3 clusters
  Score: Raw -168379.201128 + Penalty 2488.616908 = -165890.584220
  nChanged 103
		SP:Iteration 8Q (46693.150000 sec): 3 clusters
  Score: Raw -168504.329002 + Penalty 2488.616908 = -166015.712094
  nChanged 82
		SP:Iteration 9Q (46693.320000 sec): 3 clusters
  Score: Raw -168590.139038 + Penalty 2488.616908 = -166101.522130
  nChanged 63
		SP:Iteration 10Q (46693.490000 sec): 3 clusters
  Score: Raw -168646.440999 + Penalty 2488.616908 = -166157.824092
  nChanged 34
		SP:Iteration 11Q (46693.670000 sec): 3 clusters
  Score: Raw -168676.399058 + Penalty 2488.616908 = -166187.782151
  nChanged 20
		SP:Iteration 12Q (46693.840000 sec): 3 clusters
  Score: Raw -168691.008387 + Penalty 2488.616908 = -166202.391480
  nChanged 14
		SP:Iteration 13Q (46694.010000 sec): 3 clusters
  Score: Raw -168705.653013 + Penalty 2488.616908 = -166217.036105
  nChanged 15
		SP:Iteration 14Q (46694.190000 sec): 3 clusters
  Score: Raw -168724.259078 + Penalty 2488.616908 = -166235.642170
  nChanged 13
		SP:Iteration 15Q (46694.360000 sec): 3 clusters
  Score: Raw -168737.377844 + Penalty 2488.616908 = -166248.760936
  nChanged 8
		SP:Iteration 16Q (46694.530000 sec): 3 clusters
  Score: Raw -168740.704398 + Penalty 2488.616908 = -166252.087490
  nChanged 2
		SP:Iteration 17Q (46694.710000 sec): 3 clusters
  Score: Raw -168741.505791 + Penalty 2488.616908 = -166252.888883
  nChanged 1
		SP:Iteration 18Q (46694.880000 sec): 3 clusters
  Score: Raw -168741.688632 + Penalty 2488.616908 = -166253.071724
  nChanged 1
		SP:Iteration 19Q (46695.050000 sec): 3 clusters
  Score: Raw -168743.298838 + Penalty 2488.616908 = -166254.681930
  nChanged 0
		SP:Iteration 20F (46695.230000 sec): 3 clusters
  Score: Raw -168743.298838 + Penalty 2488.616908 = -166254.681930
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46695.940000 sec): 2 clusters
  Score: Raw -8051175.805318 + Penalty 1861.159987 = -8049314.645331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46696.930000 sec): 3 clusters
  Score: Raw -7989989.017338 + Penalty 3722.319974 = -7986266.697364
  nChanged 45025
		SP:Iteration 1F (46697.950000 sec): 3 clusters
  Score: Raw -8016028.672124 + Penalty 3722.319974 = -8012306.352150
  nChanged 3222
		SP:Iteration 2Q (46699.060000 sec): 3 clusters
  Score: Raw -8016874.240984 + Penalty 3722.319974 = -8013151.921010
  nChanged 3462
		SP:Iteration 3Q (46700.160000 sec): 3 clusters
  Score: Raw -8017927.771540 + Penalty 3722.319974 = -8014205.451566
  nChanged 3780
		SP:Iteration 4Q (46701.270000 sec): 3 clusters
  Score: Raw -8019259.615436 + Penalty 3722.319974 = -8015537.295463
  nChanged 4168
		SP:Iteration 5Q (46702.370000 sec): 3 clusters
  Score: Raw -8020933.319786 + Penalty 3722.319974 = -8017210.999813
  nChanged 4590
		SP:Iteration 6Q (46703.500000 sec): 3 clusters
  Score: Raw -8023063.734289 + Penalty 3722.319974 = -8019341.414315
  nChanged 4907
		SP:Iteration 7F (46704.520000 sec): 3 clusters
  Score: Raw -8025688.294317 + Penalty 3722.319974 = -8021965.974343
  nChanged 5184
		SP:Iteration 8F (46705.520000 sec): 3 clusters
  Score: Raw -8028675.032748 + Penalty 3722.319974 = -8024952.712775
  nChanged 5161
		SP:Iteration 9F (46706.460000 sec): 3 clusters
  Score: Raw -8031774.309367 + Penalty 3722.319974 = -8028051.989393
  nChanged 4882
		SP:Iteration 10F (46707.430000 sec): 3 clusters
  Score: Raw -8034690.091589 + Penalty 3722.319974 = -8030967.771616
  nChanged 4430
		SP:Iteration 11Q (46708.540000 sec): 3 clusters
  Score: Raw -8037162.287258 + Penalty 3722.319974 = -8033439.967284
  nChanged 3713
		SP:Iteration 12Q (46709.580000 sec): 3 clusters
  Score: Raw -8039007.300787 + Penalty 3722.319974 = -8035284.980814
  nChanged 2930
		SP:Iteration 13Q (46710.660000 sec): 3 clusters
  Score: Raw -8040272.656267 + Penalty 3722.319974 = -8036550.336294
  nChanged 2436
		SP:Iteration 14Q (46711.690000 sec): 3 clusters
  Score: Raw -8041226.293582 + Penalty 3722.319974 = -8037503.973609
  nChanged 1987
		SP:Iteration 15Q (46712.770000 sec): 3 clusters
  Score: Raw -8041936.341531 + Penalty 3722.319974 = -8038214.021557
  nChanged 1691
		SP:Iteration 16Q (46713.810000 sec): 3 clusters
  Score: Raw -8042496.758813 + Penalty 3722.319974 = -8038774.438839
  nChanged 1498
		SP:Iteration 17Q (46714.810000 sec): 3 clusters
  Score: Raw -8042958.991853 + Penalty 3722.319974 = -8039236.671879
  nChanged 1339
		SP:Iteration 18Q (46715.800000 sec): 3 clusters
  Score: Raw -8043354.860221 + Penalty 3722.319974 = -8039632.540248
  nChanged 1180
		SP:Iteration 19Q (46716.840000 sec): 3 clusters
  Score: Raw -8043704.211396 + Penalty 3722.319974 = -8039981.891423
  nChanged 1168
		SP:Iteration 20F (46717.920000 sec): 3 clusters
  Score: Raw -8044081.836792 + Penalty 3722.319974 = -8040359.516819
  nChanged 1148
		SP:Iteration 21Q (46718.920000 sec): 3 clusters
  Score: Raw -8044486.619349 + Penalty 3722.319974 = -8040764.299375
  nChanged 1179
		SP:Iteration 22Q (46719.920000 sec): 3 clusters
  Score: Raw -8044944.122267 + Penalty 3722.319974 = -8041221.802293
  nChanged 1170
		SP:Iteration 23Q (46720.860000 sec): 3 clusters
  Score: Raw -8045471.339823 + Penalty 3722.319974 = -8041749.019849
  nChanged 1195
		SP:Iteration 24Q (46721.880000 sec): 3 clusters
  Score: Raw -8046089.506594 + Penalty 3722.319974 = -8042367.186621
  nChanged 1171
		SP:Iteration 25Q (46722.860000 sec): 3 clusters
  Score: Raw -8046782.549972 + Penalty 3722.319974 = -8043060.229998
  nChanged 1126
		SP:Iteration 26Q (46723.870000 sec): 3 clusters
  Score: Raw -8047540.610931 + Penalty 3722.319974 = -8043818.290957
  nChanged 1163
		SP:Iteration 27Q (46724.830000 sec): 3 clusters
  Score: Raw -8048399.465125 + Penalty 3722.319974 = -8044677.145151
  nChanged 1061
		SP:Iteration 28Q (46725.820000 sec): 3 clusters
  Score: Raw -8049124.883950 + Penalty 3722.319974 = -8045402.563976
  nChanged 939
		SP:Iteration 29Q (46726.740000 sec): 3 clusters
  Score: Raw -8049620.778039 + Penalty 3722.319974 = -8045898.458065
  nChanged 809
		SP:Iteration 30Q (46727.700000 sec): 3 clusters
  Score: Raw -8049929.802409 + Penalty 3722.319974 = -8046207.482435
  nChanged 651
		SP:Iteration 31Q (46728.670000 sec): 3 clusters
  Score: Raw -8050121.202039 + Penalty 3722.319974 = -8046398.882065
  nChanged 547
		SP:Iteration 32Q (46729.680000 sec): 3 clusters
  Score: Raw -8050249.803705 + Penalty 3722.319974 = -8046527.483732
  nChanged 440
		SP:Iteration 33Q (46730.740000 sec): 3 clusters
  Score: Raw -8050342.765884 + Penalty 3722.319974 = -8046620.445910
  nChanged 389
		SP:Iteration 34Q (46731.750000 sec): 3 clusters
  Score: Raw -8050423.677830 + Penalty 3722.319974 = -8046701.357857
  nChanged 393
		SP:Iteration 35Q (46732.660000 sec): 3 clusters
  Score: Raw -8050502.539339 + Penalty 3722.319974 = -8046780.219365
  nChanged 376
		SP:Iteration 36Q (46733.660000 sec): 3 clusters
  Score: Raw -8050581.035141 + Penalty 3722.319974 = -8046858.715167
  nChanged 365
		SP:Iteration 37Q (46734.620000 sec): 3 clusters
  Score: Raw -8050662.726933 + Penalty 3722.319974 = -8046940.406959
  nChanged 403
		SP:Iteration 38Q (46735.580000 sec): 3 clusters
  Score: Raw -8050750.087650 + Penalty 3722.319974 = -8047027.767676
  nChanged 401
		SP:Iteration 39Q (46736.520000 sec): 3 clusters
  Score: Raw -8050840.912149 + Penalty 3722.319974 = -8047118.592175
  nChanged 419
		SP:Iteration 40F (46737.560000 sec): 3 clusters
  Score: Raw -8050941.854298 + Penalty 3722.319974 = -8047219.534324
  nChanged 430
		SP:Iteration 41Q (46738.510000 sec): 3 clusters
  Score: Raw -8051055.665597 + Penalty 3722.319974 = -8047333.345623
  nChanged 444
		SP:Iteration 42Q (46739.480000 sec): 3 clusters
  Score: Raw -8051173.076226 + Penalty 3722.319974 = -8047450.756252
  nChanged 420
		SP:Iteration 43Q (46740.450000 sec): 3 clusters
  Score: Raw -8051278.625560 + Penalty 3722.319974 = -8047556.305587
  nChanged 388
		SP:Iteration 44Q (46741.340000 sec): 3 clusters
  Score: Raw -8051377.571409 + Penalty 3722.319974 = -8047655.251435
  nChanged 363
		SP:Iteration 45Q (46742.280000 sec): 3 clusters
  Score: Raw -8051470.405349 + Penalty 3722.319974 = -8047748.085375
  nChanged 326
		SP:Iteration 46Q (46743.220000 sec): 3 clusters
  Score: Raw -8051554.338404 + Penalty 3722.319974 = -8047832.018430
  nChanged 318
		SP:Iteration 47Q (46744.110000 sec): 3 clusters
  Score: Raw -8051637.485206 + Penalty 3722.319974 = -8047915.165232
  nChanged 297
		SP:Iteration 48Q (46745.000000 sec): 3 clusters
  Score: Raw -8051714.097919 + Penalty 3722.319974 = -8047991.777945
  nChanged 285
		SP:Iteration 49Q (46745.930000 sec): 3 clusters
  Score: Raw -8051780.131863 + Penalty 3722.319974 = -8048057.811890
  nChanged 237
		SP:Iteration 50Q (46746.890000 sec): 3 clusters
  Score: Raw -8051830.524516 + Penalty 3722.319974 = -8048108.204542
  nChanged 216
		SP:Iteration 51Q (46747.860000 sec): 3 clusters
  Score: Raw -8051875.874740 + Penalty 3722.319974 = -8048153.554766
  nChanged 192
		SP:Iteration 52Q (46748.750000 sec): 3 clusters
  Score: Raw -8051914.098078 + Penalty 3722.319974 = -8048191.778104
  nChanged 161
		SP:Iteration 53Q (46749.710000 sec): 3 clusters
  Score: Raw -8051947.104748 + Penalty 3722.319974 = -8048224.784774
  nChanged 162
		SP:Iteration 54Q (46750.650000 sec): 3 clusters
  Score: Raw -8051981.092304 + Penalty 3722.319974 = -8048258.772330
  nChanged 167
		SP:Iteration 55Q (46751.610000 sec): 3 clusters
  Score: Raw -8052010.933535 + Penalty 3722.319974 = -8048288.613561
  nChanged 125
		SP:Iteration 56Q (46752.500000 sec): 3 clusters
  Score: Raw -8052033.184702 + Penalty 3722.319974 = -8048310.864728
  nChanged 120
		SP:Iteration 57Q (46753.390000 sec): 3 clusters
  Score: Raw -8052053.776201 + Penalty 3722.319974 = -8048331.456227
  nChanged 109
		SP:Iteration 58Q (46754.310000 sec): 3 clusters
  Score: Raw -8052072.778605 + Penalty 3722.319974 = -8048350.458631
  nChanged 97
		SP:Iteration 59Q (46755.210000 sec): 3 clusters
  Score: Raw -8052087.570041 + Penalty 3722.319974 = -8048365.250068
  nChanged 78
		SP:Iteration 60F (46756.260000 sec): 3 clusters
  Score: Raw -8052099.545951 + Penalty 3722.319974 = -8048377.225977
  nChanged 84
		SP:Iteration 61Q (46757.170000 sec): 3 clusters
  Score: Raw -8052112.107431 + Penalty 3722.319974 = -8048389.787458
  nChanged 73
		SP:Iteration 62Q (46758.130000 sec): 3 clusters
  Score: Raw -8052123.450362 + Penalty 3722.319974 = -8048401.130388
  nChanged 59
		SP:Iteration 63Q (46759.090000 sec): 3 clusters
  Score: Raw -8052131.359828 + Penalty 3722.319974 = -8048409.039854
  nChanged 63
		SP:Iteration 64Q (46760.070000 sec): 3 clusters
  Score: Raw -8052140.160638 + Penalty 3722.319974 = -8048417.840664
  nChanged 65
		SP:Iteration 65Q (46761.040000 sec): 3 clusters
  Score: Raw -8052149.984004 + Penalty 3722.319974 = -8048427.664031
  nChanged 56
		SP:Iteration 66Q (46761.990000 sec): 3 clusters
  Score: Raw -8052157.455500 + Penalty 3722.319974 = -8048435.135526
  nChanged 59
		SP:Iteration 67Q (46762.960000 sec): 3 clusters
  Score: Raw -8052166.011860 + Penalty 3722.319974 = -8048443.691887
  nChanged 56
		SP:Iteration 68Q (46763.800000 sec): 3 clusters
  Score: Raw -8052174.746797 + Penalty 3722.319974 = -8048452.426823
  nChanged 58
		SP:Iteration 69Q (46764.770000 sec): 3 clusters
  Score: Raw -8052183.360451 + Penalty 3722.319974 = -8048461.040477
  nChanged 52
		SP:Iteration 70Q (46765.740000 sec): 3 clusters
  Score: Raw -8052191.411161 + Penalty 3722.319974 = -8048469.091187
  nChanged 49
		SP:Iteration 71Q (46766.720000 sec): 3 clusters
  Score: Raw -8052197.384633 + Penalty 3722.319974 = -8048475.064659
  nChanged 33
		SP:Iteration 72Q (46767.670000 sec): 3 clusters
  Score: Raw -8052201.669558 + Penalty 3722.319974 = -8048479.349585
  nChanged 34
		SP:Iteration 73Q (46768.560000 sec): 3 clusters
  Score: Raw -8052206.472411 + Penalty 3722.319974 = -8048484.152437
  nChanged 37
		SP:Iteration 74Q (46769.400000 sec): 3 clusters
  Score: Raw -8052211.812837 + Penalty 3722.319974 = -8048489.492864
  nChanged 33
		SP:Iteration 75Q (46770.360000 sec): 3 clusters
  Score: Raw -8052216.290724 + Penalty 3722.319974 = -8048493.970750
  nChanged 34
		SP:Iteration 76Q (46771.320000 sec): 3 clusters
  Score: Raw -8052220.046713 + Penalty 3722.319974 = -8048497.726739
  nChanged 24
		SP:Iteration 77Q (46772.280000 sec): 3 clusters
  Score: Raw -8052223.389081 + Penalty 3722.319974 = -8048501.069108
  nChanged 27
		SP:Iteration 78Q (46773.210000 sec): 3 clusters
  Score: Raw -8052226.558128 + Penalty 3722.319974 = -8048504.238154
  nChanged 29
		SP:Iteration 79Q (46774.090000 sec): 3 clusters
  Score: Raw -8052230.527200 + Penalty 3722.319974 = -8048508.207226
  nChanged 32
		SP:Iteration 80F (46775.120000 sec): 3 clusters
  Score: Raw -8052234.433864 + Penalty 3722.319974 = -8048512.113890
  nChanged 19
		SP:Iteration 81Q (46776.090000 sec): 3 clusters
  Score: Raw -8052236.313269 + Penalty 3722.319974 = -8048513.993296
  nChanged 12
		SP:Iteration 82Q (46776.930000 sec): 3 clusters
  Score: Raw -8052237.677496 + Penalty 3722.319974 = -8048515.357522
  nChanged 11
		SP:Iteration 83Q (46777.910000 sec): 3 clusters
  Score: Raw -8052239.163595 + Penalty 3722.319974 = -8048516.843621
  nChanged 16
		SP:Iteration 84Q (46778.890000 sec): 3 clusters
  Score: Raw -8052241.054106 + Penalty 3722.319974 = -8048518.734132
  nChanged 21
		SP:Iteration 85Q (46779.800000 sec): 3 clusters
  Score: Raw -8052243.546469 + Penalty 3722.319974 = -8048521.226495
  nChanged 19
		SP:Iteration 86Q (46780.700000 sec): 3 clusters
  Score: Raw -8052246.537523 + Penalty 3722.319974 = -8048524.217549
  nChanged 20
		SP:Iteration 87Q (46781.650000 sec): 3 clusters
  Score: Raw -8052249.260920 + Penalty 3722.319974 = -8048526.940946
  nChanged 16
		SP:Iteration 88Q (46782.610000 sec): 3 clusters
  Score: Raw -8052251.131882 + Penalty 3722.319974 = -8048528.811908
  nChanged 18
		SP:Iteration 89Q (46783.530000 sec): 3 clusters
  Score: Raw -8052253.049749 + Penalty 3722.319974 = -8048530.729775
  nChanged 18
		SP:Iteration 90Q (46784.480000 sec): 3 clusters
  Score: Raw -8052255.221847 + Penalty 3722.319974 = -8048532.901874
  nChanged 14
		SP:Iteration 91Q (46785.450000 sec): 3 clusters
  Score: Raw -8052256.649177 + Penalty 3722.319974 = -8048534.329204
  nChanged 8
		SP:Iteration 92Q (46786.410000 sec): 3 clusters
  Score: Raw -8052257.412194 + Penalty 3722.319974 = -8048535.092220
  nChanged 5
		SP:Iteration 93Q (46787.390000 sec): 3 clusters
  Score: Raw -8052258.077793 + Penalty 3722.319974 = -8048535.757819
  nChanged 5
		SP:Iteration 94Q (46788.330000 sec): 3 clusters
  Score: Raw -8052258.560095 + Penalty 3722.319974 = -8048536.240121
  nChanged 5
		SP:Iteration 95Q (46789.220000 sec): 3 clusters
  Score: Raw -8052258.941415 + Penalty 3722.319974 = -8048536.621441
  nChanged 2
		SP:Iteration 96Q (46790.150000 sec): 3 clusters
  Score: Raw -8052259.062746 + Penalty 3722.319974 = -8048536.742772
  nChanged 2
		SP:Iteration 97Q (46791.040000 sec): 3 clusters
  Score: Raw -8052259.254273 + Penalty 3722.319974 = -8048536.934299
  nChanged 2
		SP:Iteration 98Q (46791.990000 sec): 3 clusters
  Score: Raw -8052259.370212 + Penalty 3722.319974 = -8048537.050238
  nChanged 1
		SP:Iteration 99Q (46792.890000 sec): 3 clusters
  Score: Raw -8052259.519464 + Penalty 3722.319974 = -8048537.199490
  nChanged 2
		SP:Iteration 100F (46793.940000 sec): 3 clusters
  Score: Raw -8052259.745457 + Penalty 3722.319974 = -8048537.425484
  nChanged 2
		SP:Iteration 101Q (46794.890000 sec): 3 clusters
  Score: Raw -8052259.982158 + Penalty 3722.319974 = -8048537.662184
  nChanged 4
		SP:Iteration 102Q (46795.790000 sec): 3 clusters
  Score: Raw -8052260.420448 + Penalty 3722.319974 = -8048538.100474
  nChanged 3
		SP:Iteration 103Q (46796.670000 sec): 3 clusters
  Score: Raw -8052260.738890 + Penalty 3722.319974 = -8048538.418916
  nChanged 4
		SP:Iteration 104Q (46797.550000 sec): 3 clusters
  Score: Raw -8052261.204105 + Penalty 3722.319974 = -8048538.884131
  nChanged 3
		SP:Iteration 105Q (46798.440000 sec): 3 clusters
  Score: Raw -8052261.479851 + Penalty 3722.319974 = -8048539.159878
  nChanged 4
		SP:Iteration 106Q (46799.400000 sec): 3 clusters
  Score: Raw -8052261.943028 + Penalty 3722.319974 = -8048539.623054
  nChanged 4
		SP:Iteration 107Q (46800.370000 sec): 3 clusters
  Score: Raw -8052262.569747 + Penalty 3722.319974 = -8048540.249773
  nChanged 4
		SP:Iteration 108Q (46801.280000 sec): 3 clusters
  Score: Raw -8052262.900710 + Penalty 3722.319974 = -8048540.580736
  nChanged 5
		SP:Iteration 109Q (46802.130000 sec): 3 clusters
  Score: Raw -8052263.290967 + Penalty 3722.319974 = -8048540.970994
  nChanged 1
		SP:Iteration 110Q (46803.040000 sec): 3 clusters
  Score: Raw -8052263.374981 + Penalty 3722.319974 = -8048541.055008
  nChanged 0
		SP:Iteration 111F (46804.060000 sec): 3 clusters
  Score: Raw -8052263.374981 + Penalty 3722.319974 = -8048541.055008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46804.120000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46804.160000 sec): 3 clusters
  Score: Raw -125023.028077 + Penalty 2405.796744 = -122617.231333
  nChanged 559
		SP:Iteration 1F (46804.200000 sec): 3 clusters
  Score: Raw -125405.641533 + Penalty 2405.796744 = -122999.844788
  nChanged 136
		SP:Iteration 2F (46804.250000 sec): 3 clusters
  Score: Raw -125499.661469 + Penalty 2405.796744 = -123093.864725
  nChanged 65
		SP:Iteration 3Q (46804.410000 sec): 3 clusters
  Score: Raw -125542.395409 + Penalty 2405.796744 = -123136.598665
  nChanged 45
		SP:Iteration 4Q (46804.610000 sec): 3 clusters
  Score: Raw -125567.647722 + Penalty 2405.796744 = -123161.850978
  nChanged 36
		SP:Iteration 5Q (46804.780000 sec): 3 clusters
  Score: Raw -125587.049003 + Penalty 2405.796744 = -123181.252258
  nChanged 28
		SP:Iteration 6Q (46804.960000 sec): 3 clusters
  Score: Raw -125599.748358 + Penalty 2405.796744 = -123193.951614
  nChanged 29
		SP:Iteration 7Q (46805.140000 sec): 3 clusters
  Score: Raw -125620.262429 + Penalty 2405.796744 = -123214.465685
  nChanged 30
		SP:Iteration 8Q (46805.310000 sec): 3 clusters
  Score: Raw -125637.605299 + Penalty 2405.796744 = -123231.808555
  nChanged 31
		SP:Iteration 9Q (46805.490000 sec): 3 clusters
  Score: Raw -125651.364304 + Penalty 2405.796744 = -123245.567560
  nChanged 17
		SP:Iteration 10Q (46805.660000 sec): 3 clusters
  Score: Raw -125662.637206 + Penalty 2405.796744 = -123256.840462
  nChanged 17
		SP:Iteration 11Q (46805.840000 sec): 3 clusters
  Score: Raw -125672.121016 + Penalty 2405.796744 = -123266.324272
  nChanged 12
		SP:Iteration 12Q (46806.020000 sec): 3 clusters
  Score: Raw -125677.070891 + Penalty 2405.796744 = -123271.274146
  nChanged 3
		SP:Iteration 13Q (46806.190000 sec): 3 clusters
  Score: Raw -125679.044497 + Penalty 2405.796744 = -123273.247753
  nChanged 5
		SP:Iteration 14Q (46806.370000 sec): 3 clusters
  Score: Raw -125681.745902 + Penalty 2405.796744 = -123275.949157
  nChanged 2
		SP:Iteration 15Q (46806.540000 sec): 3 clusters
  Score: Raw -125682.768511 + Penalty 2405.796744 = -123276.971767
  nChanged 3
		SP:Iteration 16Q (46806.720000 sec): 3 clusters
  Score: Raw -125683.718732 + Penalty 2405.796744 = -123277.921988
  nChanged 3
		SP:Iteration 17Q (46806.900000 sec): 3 clusters
  Score: Raw -125685.607519 + Penalty 2405.796744 = -123279.810774
  nChanged 6
		SP:Iteration 18Q (46807.070000 sec): 3 clusters
  Score: Raw -125690.396834 + Penalty 2405.796744 = -123284.600090
  nChanged 6
		SP:Iteration 19Q (46807.240000 sec): 3 clusters
  Score: Raw -125693.565707 + Penalty 2405.796744 = -123287.768963
  nChanged 3
		SP:Iteration 20F (46807.420000 sec): 3 clusters
  Score: Raw -125695.323439 + Penalty 2405.796744 = -123289.526695
  nChanged 5
		SP:Iteration 21Q (46807.600000 sec): 3 clusters
  Score: Raw -125697.188625 + Penalty 2405.796744 = -123291.391881
  nChanged 3
		SP:Iteration 22Q (46807.770000 sec): 3 clusters
  Score: Raw -125698.519501 + Penalty 2405.796744 = -123292.722757
  nChanged 4
		SP:Iteration 23Q (46807.950000 sec): 3 clusters
  Score: Raw -125699.976887 + Penalty 2405.796744 = -123294.180143
  nChanged 2
		SP:Iteration 24Q (46808.120000 sec): 3 clusters
  Score: Raw -125700.578298 + Penalty 2405.796744 = -123294.781554
  nChanged 1
		SP:Iteration 25Q (46808.320000 sec): 3 clusters
  Score: Raw -125700.766281 + Penalty 2405.796744 = -123294.969536
  nChanged 1
		SP:Iteration 26Q (46808.480000 sec): 3 clusters
  Score: Raw -125700.882366 + Penalty 2405.796744 = -123295.085622
  nChanged 1
		SP:Iteration 27Q (46808.650000 sec): 3 clusters
  Score: Raw -125701.656380 + Penalty 2405.796744 = -123295.859636
  nChanged 2
		SP:Iteration 28Q (46808.830000 sec): 3 clusters
  Score: Raw -125701.993142 + Penalty 2405.796744 = -123296.196398
  nChanged 0
		SP:Iteration 29F (46809.000000 sec): 3 clusters
  Score: Raw -125701.993142 + Penalty 2405.796744 = -123296.196398
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46809.110000 sec): 2 clusters
  Score: Raw -207301.190278 + Penalty 1303.720741 = -205997.469536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46809.260000 sec): 3 clusters
  Score: Raw -205864.808851 + Penalty 2607.441483 = -203257.367368
  nChanged 1164
		SP:Iteration 1F (46809.400000 sec): 3 clusters
  Score: Raw -206751.129244 + Penalty 2607.441483 = -204143.687761
  nChanged 350
		SP:Iteration 2F (46809.540000 sec): 3 clusters
  Score: Raw -207124.027437 + Penalty 2607.441483 = -204516.585954
  nChanged 233
		SP:Iteration 3F (46809.680000 sec): 3 clusters
  Score: Raw -207391.348283 + Penalty 2607.441483 = -204783.906800
  nChanged 179
		SP:Iteration 4F (46809.840000 sec): 3 clusters
  Score: Raw -207571.583918 + Penalty 2607.441483 = -204964.142435
  nChanged 143
		SP:Iteration 5Q (46810.000000 sec): 3 clusters
  Score: Raw -207694.878016 + Penalty 2607.441483 = -205087.436534
  nChanged 110
		SP:Iteration 6Q (46810.160000 sec): 3 clusters
  Score: Raw -207785.573502 + Penalty 2607.441483 = -205178.132020
  nChanged 81
		SP:Iteration 7Q (46810.320000 sec): 3 clusters
  Score: Raw -207845.977597 + Penalty 2607.441483 = -205238.536115
  nChanged 72
		SP:Iteration 8Q (46810.480000 sec): 3 clusters
  Score: Raw -207925.180778 + Penalty 2607.441483 = -205317.739295
  nChanged 80
		SP:Iteration 9Q (46810.640000 sec): 3 clusters
  Score: Raw -207990.011804 + Penalty 2607.441483 = -205382.570322
  nChanged 58
		SP:Iteration 10Q (46810.800000 sec): 3 clusters
  Score: Raw -208034.338797 + Penalty 2607.441483 = -205426.897314
  nChanged 49
		SP:Iteration 11Q (46810.960000 sec): 3 clusters
  Score: Raw -208058.960748 + Penalty 2607.441483 = -205451.519266
  nChanged 31
		SP:Iteration 12Q (46811.120000 sec): 3 clusters
  Score: Raw -208072.545087 + Penalty 2607.441483 = -205465.103605
  nChanged 18
		SP:Iteration 13Q (46811.280000 sec): 3 clusters
  Score: Raw -208080.309347 + Penalty 2607.441483 = -205472.867864
  nChanged 10
		SP:Iteration 14Q (46811.440000 sec): 3 clusters
  Score: Raw -208083.764614 + Penalty 2607.441483 = -205476.323132
  nChanged 7
		SP:Iteration 15Q (46811.600000 sec): 3 clusters
  Score: Raw -208087.660301 + Penalty 2607.441483 = -205480.218819
  nChanged 9
		SP:Iteration 16Q (46811.760000 sec): 3 clusters
  Score: Raw -208090.069937 + Penalty 2607.441483 = -205482.628455
  nChanged 3
		SP:Iteration 17Q (46811.920000 sec): 3 clusters
  Score: Raw -208092.100550 + Penalty 2607.441483 = -205484.659067
  nChanged 5
		SP:Iteration 18Q (46812.080000 sec): 3 clusters
  Score: Raw -208093.463212 + Penalty 2607.441483 = -205486.021729
  nChanged 2
		SP:Iteration 19Q (46812.240000 sec): 3 clusters
  Score: Raw -208093.641809 + Penalty 2607.441483 = -205486.200326
  nChanged 0
		SP:Iteration 20F (46812.400000 sec): 3 clusters
  Score: Raw -208093.641809 + Penalty 2607.441483 = -205486.200326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46812.480000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46812.640000 sec): 3 clusters
  Score: Raw -11636.471323 + Penalty 1624.093989 = -10012.377334
  nChanged 15
		SP:Iteration 1F (46812.800000 sec): 3 clusters
  Score: Raw -11692.991310 + Penalty 1624.093989 = -10068.897321
  nChanged 2
		SP:Iteration 2Q (46812.960000 sec): 3 clusters
  Score: Raw -11700.138965 + Penalty 1624.093989 = -10076.044976
  nChanged 0
		SP:Iteration 3F (46813.120000 sec): 3 clusters
  Score: Raw -11700.138965 + Penalty 1624.093989 = -10076.044976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46813.200000 sec): 2 clusters
  Score: Raw -94224.259398 + Penalty 1149.543983 = -93074.715416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46813.360000 sec): 3 clusters
  Score: Raw -93772.025578 + Penalty 2299.087965 = -91472.937612
  nChanged 375
		SP:Iteration 1F (46813.520000 sec): 3 clusters
  Score: Raw -94080.823045 + Penalty 2299.087965 = -91781.735079
  nChanged 97
		SP:Iteration 2F (46813.680000 sec): 3 clusters
  Score: Raw -94164.170549 + Penalty 2299.087965 = -91865.082584
  nChanged 45
		SP:Iteration 3Q (46813.850000 sec): 3 clusters
  Score: Raw -94202.773557 + Penalty 2299.087965 = -91903.685592
  nChanged 30
		SP:Iteration 4Q (46814.020000 sec): 3 clusters
  Score: Raw -94231.411870 + Penalty 2299.087965 = -91932.323905
  nChanged 17
		SP:Iteration 5Q (46814.200000 sec): 3 clusters
  Score: Raw -94242.468699 + Penalty 2299.087965 = -91943.380733
  nChanged 11
		SP:Iteration 6Q (46814.380000 sec): 3 clusters
  Score: Raw -94252.688738 + Penalty 2299.087965 = -91953.600773
  nChanged 13
		SP:Iteration 7Q (46814.550000 sec): 3 clusters
  Score: Raw -94267.120156 + Penalty 2299.087965 = -91968.032191
  nChanged 17
		SP:Iteration 8Q (46814.730000 sec): 3 clusters
  Score: Raw -94281.609767 + Penalty 2299.087965 = -91982.521802
  nChanged 14
		SP:Iteration 9Q (46814.900000 sec): 3 clusters
  Score: Raw -94290.409441 + Penalty 2299.087965 = -91991.321476
  nChanged 12
		SP:Iteration 10Q (46815.080000 sec): 3 clusters
  Score: Raw -94296.807212 + Penalty 2299.087965 = -91997.719247
  nChanged 12
		SP:Iteration 11Q (46815.260000 sec): 3 clusters
  Score: Raw -94313.274525 + Penalty 2299.087965 = -92014.186560
  nChanged 11
		SP:Iteration 12Q (46815.430000 sec): 3 clusters
  Score: Raw -94322.734298 + Penalty 2299.087965 = -92023.646332
  nChanged 12
		SP:Iteration 13Q (46815.610000 sec): 3 clusters
  Score: Raw -94332.412241 + Penalty 2299.087965 = -92033.324276
  nChanged 10
		SP:Iteration 14Q (46815.780000 sec): 3 clusters
  Score: Raw -94342.953052 + Penalty 2299.087965 = -92043.865086
  nChanged 6
		SP:Iteration 15Q (46815.960000 sec): 3 clusters
  Score: Raw -94346.146066 + Penalty 2299.087965 = -92047.058101
  nChanged 4
		SP:Iteration 16Q (46816.140000 sec): 3 clusters
  Score: Raw -94348.806040 + Penalty 2299.087965 = -92049.718075
  nChanged 1
		SP:Iteration 17Q (46816.310000 sec): 3 clusters
  Score: Raw -94350.532889 + Penalty 2299.087965 = -92051.444924
  nChanged 3
		SP:Iteration 18Q (46816.490000 sec): 3 clusters
  Score: Raw -94351.904850 + Penalty 2299.087965 = -92052.816885
  nChanged 3
		SP:Iteration 19Q (46816.660000 sec): 3 clusters
  Score: Raw -94353.042942 + Penalty 2299.087965 = -92053.954977
  nChanged 3
		SP:Iteration 20F (46816.840000 sec): 3 clusters
  Score: Raw -94355.239421 + Penalty 2299.087965 = -92056.151456
  nChanged 3
		SP:Iteration 21Q (46817.020000 sec): 3 clusters
  Score: Raw -94356.933899 + Penalty 2299.087965 = -92057.845934
  nChanged 4
		SP:Iteration 22Q (46817.190000 sec): 3 clusters
  Score: Raw -94358.620217 + Penalty 2299.087965 = -92059.532252
  nChanged 2
		SP:Iteration 23Q (46817.370000 sec): 3 clusters
  Score: Raw -94360.602955 + Penalty 2299.087965 = -92061.514990
  nChanged 4
		SP:Iteration 24Q (46817.540000 sec): 3 clusters
  Score: Raw -94362.087141 + Penalty 2299.087965 = -92062.999176
  nChanged 3
		SP:Iteration 25Q (46817.720000 sec): 3 clusters
  Score: Raw -94364.358292 + Penalty 2299.087965 = -92065.270327
  nChanged 2
		SP:Iteration 26Q (46817.900000 sec): 3 clusters
  Score: Raw -94365.486425 + Penalty 2299.087965 = -92066.398460
  nChanged 6
		SP:Iteration 27Q (46818.070000 sec): 3 clusters
  Score: Raw -94367.760845 + Penalty 2299.087965 = -92068.672880
  nChanged 4
		SP:Iteration 28Q (46818.250000 sec): 3 clusters
  Score: Raw -94371.168255 + Penalty 2299.087965 = -92072.080290
  nChanged 1
		SP:Iteration 29Q (46818.410000 sec): 3 clusters
  Score: Raw -94371.695405 + Penalty 2299.087965 = -92072.607439
  nChanged 1
		SP:Iteration 30Q (46818.570000 sec): 3 clusters
  Score: Raw -94372.591900 + Penalty 2299.087965 = -92073.503935
  nChanged 0
		SP:Iteration 31F (46818.740000 sec): 3 clusters
  Score: Raw -94372.591900 + Penalty 2299.087965 = -92073.503935
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46818.820000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46818.980000 sec): 3 clusters
  Score: Raw -145919.454461 + Penalty 2475.292158 = -143444.162303
  nChanged 690
		SP:Iteration 1F (46819.140000 sec): 3 clusters
  Score: Raw -146355.938603 + Penalty 2475.292158 = -143880.646445
  nChanged 163
		SP:Iteration 2F (46819.300000 sec): 3 clusters
  Score: Raw -146487.177305 + Penalty 2475.292158 = -144011.885148
  nChanged 98
		SP:Iteration 3Q (46819.460000 sec): 3 clusters
  Score: Raw -146563.947565 + Penalty 2475.292158 = -144088.655407
  nChanged 78
		SP:Iteration 4Q (46819.620000 sec): 3 clusters
  Score: Raw -146639.334169 + Penalty 2475.292158 = -144164.042011
  nChanged 77
		SP:Iteration 5Q (46819.780000 sec): 3 clusters
  Score: Raw -146698.257050 + Penalty 2475.292158 = -144222.964893
  nChanged 66
		SP:Iteration 6Q (46819.940000 sec): 3 clusters
  Score: Raw -146754.742320 + Penalty 2475.292158 = -144279.450162
  nChanged 65
		SP:Iteration 7Q (46820.100000 sec): 3 clusters
  Score: Raw -146807.568542 + Penalty 2475.292158 = -144332.276384
  nChanged 60
		SP:Iteration 8Q (46820.250000 sec): 3 clusters
  Score: Raw -146854.599060 + Penalty 2475.292158 = -144379.306902
  nChanged 51
		SP:Iteration 9Q (46820.410000 sec): 3 clusters
  Score: Raw -146894.431009 + Penalty 2475.292158 = -144419.138851
  nChanged 41
		SP:Iteration 10Q (46820.570000 sec): 3 clusters
  Score: Raw -146928.163004 + Penalty 2475.292158 = -144452.870847
  nChanged 45
		SP:Iteration 11Q (46820.730000 sec): 3 clusters
  Score: Raw -146965.122876 + Penalty 2475.292158 = -144489.830719
  nChanged 42
		SP:Iteration 12Q (46820.890000 sec): 3 clusters
  Score: Raw -146997.499026 + Penalty 2475.292158 = -144522.206869
  nChanged 46
		SP:Iteration 13Q (46821.050000 sec): 3 clusters
  Score: Raw -147032.664414 + Penalty 2475.292158 = -144557.372256
  nChanged 36
		SP:Iteration 14Q (46821.210000 sec): 3 clusters
  Score: Raw -147065.824067 + Penalty 2475.292158 = -144590.531909
  nChanged 35
		SP:Iteration 15Q (46821.370000 sec): 3 clusters
  Score: Raw -147088.805226 + Penalty 2475.292158 = -144613.513069
  nChanged 25
		SP:Iteration 16Q (46821.530000 sec): 3 clusters
  Score: Raw -147109.727400 + Penalty 2475.292158 = -144634.435242
  nChanged 24
		SP:Iteration 17Q (46821.690000 sec): 3 clusters
  Score: Raw -147136.163060 + Penalty 2475.292158 = -144660.870903
  nChanged 20
		SP:Iteration 18Q (46821.850000 sec): 3 clusters
  Score: Raw -147154.701948 + Penalty 2475.292158 = -144679.409790
  nChanged 18
		SP:Iteration 19Q (46822.010000 sec): 3 clusters
  Score: Raw -147170.843634 + Penalty 2475.292158 = -144695.551476
  nChanged 14
		SP:Iteration 20F (46822.210000 sec): 3 clusters
  Score: Raw -147184.285883 + Penalty 2475.292158 = -144708.993725
  nChanged 15
		SP:Iteration 21Q (46822.360000 sec): 3 clusters
  Score: Raw -147195.030888 + Penalty 2475.292158 = -144719.738730
  nChanged 14
		SP:Iteration 22Q (46822.520000 sec): 3 clusters
  Score: Raw -147205.222971 + Penalty 2475.292158 = -144729.930814
  nChanged 9
		SP:Iteration 23Q (46822.680000 sec): 3 clusters
  Score: Raw -147210.209989 + Penalty 2475.292158 = -144734.917832
  nChanged 3
		SP:Iteration 24Q (46822.840000 sec): 3 clusters
  Score: Raw -147211.480180 + Penalty 2475.292158 = -144736.188022
  nChanged 2
		SP:Iteration 25Q (46823.000000 sec): 3 clusters
  Score: Raw -147212.162413 + Penalty 2475.292158 = -144736.870256
  nChanged 1
		SP:Iteration 26Q (46823.160000 sec): 3 clusters
  Score: Raw -147212.599308 + Penalty 2475.292158 = -144737.307150
  nChanged 0
		SP:Iteration 27F (46823.320000 sec): 3 clusters
  Score: Raw -147212.599308 + Penalty 2475.292158 = -144737.307150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46823.400000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46823.560000 sec): 3 clusters
  Score: Raw -24816.656301 + Penalty 1861.225518 = -22955.430783
  nChanged 39
		SP:Iteration 1F (46823.720000 sec): 3 clusters
  Score: Raw -24882.061865 + Penalty 1861.225518 = -23020.836347
  nChanged 8
		SP:Iteration 2Q (46823.880000 sec): 3 clusters
  Score: Raw -24910.468271 + Penalty 1861.225518 = -23049.242753
  nChanged 2
		SP:Iteration 3Q (46824.040000 sec): 3 clusters
  Score: Raw -24914.314073 + Penalty 1861.225518 = -23053.088555
  nChanged 1
		SP:Iteration 4Q (46824.200000 sec): 3 clusters
  Score: Raw -24915.631992 + Penalty 1861.225518 = -23054.406474
  nChanged 0
		SP:Iteration 5F (46824.360000 sec): 3 clusters
  Score: Raw -24915.631992 + Penalty 1861.225518 = -23054.406474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46824.440000 sec): 2 clusters
  Score: Raw -31585.583691 + Penalty 1002.561744 = -30583.021947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46824.600000 sec): 3 clusters
  Score: Raw -31518.999157 + Penalty 2005.123488 = -29513.875669
  nChanged 101
		SP:Iteration 1F (46824.760000 sec): 3 clusters
  Score: Raw -31708.675288 + Penalty 2005.123488 = -29703.551800
  nChanged 41
		SP:Iteration 2F (46824.920000 sec): 3 clusters
  Score: Raw -31811.603140 + Penalty 2005.123488 = -29806.479652
  nChanged 20
		SP:Iteration 3Q (46825.080000 sec): 3 clusters
  Score: Raw -31866.336425 + Penalty 2005.123488 = -29861.212937
  nChanged 12
		SP:Iteration 4Q (46825.240000 sec): 3 clusters
  Score: Raw -31903.098609 + Penalty 2005.123488 = -29897.975121
  nChanged 14
		SP:Iteration 5Q (46825.400000 sec): 3 clusters
  Score: Raw -31945.193305 + Penalty 2005.123488 = -29940.069817
  nChanged 17
		SP:Iteration 6Q (46825.560000 sec): 3 clusters
  Score: Raw -32001.314649 + Penalty 2005.123488 = -29996.191161
  nChanged 15
		SP:Iteration 7Q (46825.720000 sec): 3 clusters
  Score: Raw -32060.026808 + Penalty 2005.123488 = -30054.903320
  nChanged 10
		SP:Iteration 8Q (46825.880000 sec): 3 clusters
  Score: Raw -32088.306514 + Penalty 2005.123488 = -30083.183026
  nChanged 9
		SP:Iteration 9Q (46826.040000 sec): 3 clusters
  Score: Raw -32110.381390 + Penalty 2005.123488 = -30105.257902
  nChanged 6
		SP:Iteration 10Q (46826.200000 sec): 3 clusters
  Score: Raw -32126.999670 + Penalty 2005.123488 = -30121.876182
  nChanged 6
		SP:Iteration 11Q (46826.360000 sec): 3 clusters
  Score: Raw -32145.910522 + Penalty 2005.123488 = -30140.787034
  nChanged 6
		SP:Iteration 12Q (46826.520000 sec): 3 clusters
  Score: Raw -32161.345480 + Penalty 2005.123488 = -30156.221992
  nChanged 4
		SP:Iteration 13Q (46826.680000 sec): 3 clusters
  Score: Raw -32175.352497 + Penalty 2005.123488 = -30170.229009
  nChanged 7
		SP:Iteration 14Q (46826.840000 sec): 3 clusters
  Score: Raw -32194.237579 + Penalty 2005.123488 = -30189.114090
  nChanged 9
		SP:Iteration 15Q (46827.000000 sec): 3 clusters
  Score: Raw -32221.575513 + Penalty 2005.123488 = -30216.452024
  nChanged 3
		SP:Iteration 16Q (46827.160000 sec): 3 clusters
  Score: Raw -32239.730702 + Penalty 2005.123488 = -30234.607214
  nChanged 3
		SP:Iteration 17Q (46827.320000 sec): 3 clusters
  Score: Raw -32258.692759 + Penalty 2005.123488 = -30253.569271
  nChanged 2
		SP:Iteration 18Q (46827.480000 sec): 3 clusters
  Score: Raw -32264.574294 + Penalty 2005.123488 = -30259.450806
  nChanged 2
		SP:Iteration 19Q (46827.640000 sec): 3 clusters
  Score: Raw -32268.053343 + Penalty 2005.123488 = -30262.929855
  nChanged 1
		SP:Iteration 20F (46827.800000 sec): 3 clusters
  Score: Raw -32291.246638 + Penalty 2005.123488 = -30286.123150
  nChanged 3
		SP:Iteration 21Q (46827.960000 sec): 3 clusters
  Score: Raw -32312.593181 + Penalty 2005.123488 = -30307.469693
  nChanged 2
		SP:Iteration 22Q (46828.120000 sec): 3 clusters
  Score: Raw -32317.308351 + Penalty 2005.123488 = -30312.184863
  nChanged 1
		SP:Iteration 23Q (46828.280000 sec): 3 clusters
  Score: Raw -32324.467606 + Penalty 2005.123488 = -30319.344118
  nChanged 0
		SP:Iteration 24F (46828.440000 sec): 3 clusters
  Score: Raw -32324.467606 + Penalty 2005.123488 = -30319.344118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46828.520000 sec): 2 clusters
  Score: Raw -32079.080303 + Penalty 969.914978 = -31109.165325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46828.680000 sec): 3 clusters
  Score: Raw -32074.350212 + Penalty 1939.829957 = -30134.520255
  nChanged 88
		SP:Iteration 1F (46828.840000 sec): 3 clusters
  Score: Raw -32214.520189 + Penalty 1939.829957 = -30274.690232
  nChanged 15
		SP:Iteration 2Q (46829.000000 sec): 3 clusters
  Score: Raw -32263.181194 + Penalty 1939.829957 = -30323.351237
  nChanged 7
		SP:Iteration 3Q (46829.170000 sec): 3 clusters
  Score: Raw -32276.529469 + Penalty 1939.829957 = -30336.699512
  nChanged 4
		SP:Iteration 4Q (46829.330000 sec): 3 clusters
  Score: Raw -32286.778842 + Penalty 1939.829957 = -30346.948885
  nChanged 2
		SP:Iteration 5Q (46829.500000 sec): 3 clusters
  Score: Raw -32289.896112 + Penalty 1939.829957 = -30350.066155
  nChanged 1
		SP:Iteration 6Q (46829.680000 sec): 3 clusters
  Score: Raw -32291.353650 + Penalty 1939.829957 = -30351.523693
  nChanged 0
		SP:Iteration 7F (46829.850000 sec): 3 clusters
  Score: Raw -32291.353650 + Penalty 1939.829957 = -30351.523693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46829.940000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46830.110000 sec): 3 clusters
  Score: Raw -11440.159138 + Penalty 1684.079654 = -9756.079484
  nChanged 27
		SP:Iteration 1F (46830.290000 sec): 3 clusters
  Score: Raw -11519.432196 + Penalty 1684.079654 = -9835.352542
  nChanged 4
		SP:Iteration 2Q (46830.460000 sec): 3 clusters
  Score: Raw -11529.221000 + Penalty 1684.079654 = -9845.141346
  nChanged 4
		SP:Iteration 3Q (46830.630000 sec): 3 clusters
  Score: Raw -11542.715650 + Penalty 1684.079654 = -9858.635997
  nChanged 6
		SP:Iteration 4Q (46830.800000 sec): 3 clusters
  Score: Raw -11566.642591 + Penalty 1684.079654 = -9882.562937
  nChanged 4
		SP:Iteration 5Q (46830.980000 sec): 3 clusters
  Score: Raw -11576.346840 + Penalty 1684.079654 = -9892.267186
  nChanged 2
		SP:Iteration 6Q (46831.150000 sec): 3 clusters
  Score: Raw -11582.844765 + Penalty 1684.079654 = -9898.765111
  nChanged 0
		SP:Iteration 7F (46831.320000 sec): 3 clusters
  Score: Raw -11582.844765 + Penalty 1684.079654 = -9898.765111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46831.410000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46831.590000 sec): 3 clusters
  Score: Raw -180960.682317 + Penalty 2484.287633 = -178476.394683
  nChanged 727
		SP:Iteration 1F (46831.760000 sec): 3 clusters
  Score: Raw -181404.129725 + Penalty 2484.287633 = -178919.842092
  nChanged 160
		SP:Iteration 2F (46831.940000 sec): 3 clusters
  Score: Raw -181503.219183 + Penalty 2484.287633 = -179018.931550
  nChanged 87
		SP:Iteration 3Q (46832.120000 sec): 3 clusters
  Score: Raw -181565.022395 + Penalty 2484.287633 = -179080.734762
  nChanged 58
		SP:Iteration 4Q (46832.290000 sec): 3 clusters
  Score: Raw -181604.556166 + Penalty 2484.287633 = -179120.268533
  nChanged 48
		SP:Iteration 5Q (46832.460000 sec): 3 clusters
  Score: Raw -181633.256796 + Penalty 2484.287633 = -179148.969163
  nChanged 39
		SP:Iteration 6Q (46832.640000 sec): 3 clusters
  Score: Raw -181659.923714 + Penalty 2484.287633 = -179175.636081
  nChanged 32
		SP:Iteration 7Q (46832.830000 sec): 3 clusters
  Score: Raw -181671.658372 + Penalty 2484.287633 = -179187.370738
  nChanged 21
		SP:Iteration 8Q (46832.990000 sec): 3 clusters
  Score: Raw -181681.627295 + Penalty 2484.287633 = -179197.339661
  nChanged 11
		SP:Iteration 9Q (46833.160000 sec): 3 clusters
  Score: Raw -181687.148634 + Penalty 2484.287633 = -179202.861001
  nChanged 13
		SP:Iteration 10Q (46833.340000 sec): 3 clusters
  Score: Raw -181693.322553 + Penalty 2484.287633 = -179209.034919
  nChanged 8
		SP:Iteration 11Q (46833.510000 sec): 3 clusters
  Score: Raw -181697.470157 + Penalty 2484.287633 = -179213.182524
  nChanged 8
		SP:Iteration 12Q (46833.680000 sec): 3 clusters
  Score: Raw -181700.283486 + Penalty 2484.287633 = -179215.995853
  nChanged 10
		SP:Iteration 13Q (46833.860000 sec): 3 clusters
  Score: Raw -181705.267249 + Penalty 2484.287633 = -179220.979616
  nChanged 8
		SP:Iteration 14Q (46834.030000 sec): 3 clusters
  Score: Raw -181710.825201 + Penalty 2484.287633 = -179226.537568
  nChanged 12
		SP:Iteration 15Q (46834.200000 sec): 3 clusters
  Score: Raw -181717.557090 + Penalty 2484.287633 = -179233.269457
  nChanged 9
		SP:Iteration 16Q (46834.380000 sec): 3 clusters
  Score: Raw -181721.925558 + Penalty 2484.287633 = -179237.637925
  nChanged 8
		SP:Iteration 17Q (46834.560000 sec): 3 clusters
  Score: Raw -181726.798040 + Penalty 2484.287633 = -179242.510406
  nChanged 15
		SP:Iteration 18Q (46834.730000 sec): 3 clusters
  Score: Raw -181734.406006 + Penalty 2484.287633 = -179250.118373
  nChanged 15
		SP:Iteration 19Q (46834.910000 sec): 3 clusters
  Score: Raw -181740.626145 + Penalty 2484.287633 = -179256.338512
  nChanged 7
		SP:Iteration 20F (46835.080000 sec): 3 clusters
  Score: Raw -181742.732030 + Penalty 2484.287633 = -179258.444396
  nChanged 3
		SP:Iteration 21Q (46835.260000 sec): 3 clusters
  Score: Raw -181743.661087 + Penalty 2484.287633 = -179259.373454
  nChanged 5
		SP:Iteration 22Q (46835.440000 sec): 3 clusters
  Score: Raw -181745.636786 + Penalty 2484.287633 = -179261.349153
  nChanged 6
		SP:Iteration 23Q (46835.610000 sec): 3 clusters
  Score: Raw -181747.328938 + Penalty 2484.287633 = -179263.041305
  nChanged 3
		SP:Iteration 24Q (46835.790000 sec): 3 clusters
  Score: Raw -181748.216500 + Penalty 2484.287633 = -179263.928867
  nChanged 3
		SP:Iteration 25Q (46835.960000 sec): 3 clusters
  Score: Raw -181748.914489 + Penalty 2484.287633 = -179264.626855
  nChanged 3
		SP:Iteration 26Q (46836.140000 sec): 3 clusters
  Score: Raw -181749.796514 + Penalty 2484.287633 = -179265.508881
  nChanged 1
		SP:Iteration 27Q (46836.320000 sec): 3 clusters
  Score: Raw -181750.331524 + Penalty 2484.287633 = -179266.043891
  nChanged 2
		SP:Iteration 28Q (46836.490000 sec): 3 clusters
  Score: Raw -181751.127159 + Penalty 2484.287633 = -179266.839526
  nChanged 2
		SP:Iteration 29Q (46836.670000 sec): 3 clusters
  Score: Raw -181752.177049 + Penalty 2484.287633 = -179267.889416
  nChanged 0
		SP:Iteration 30F (46836.850000 sec): 3 clusters
  Score: Raw -181752.177049 + Penalty 2484.287633 = -179267.889416
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46836.980000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46837.170000 sec): 3 clusters
  Score: Raw -768165.689603 + Penalty 2955.158313 = -765210.531290
  nChanged 3808
		SP:Iteration 1F (46837.330000 sec): 3 clusters
  Score: Raw -770150.107615 + Penalty 2955.158313 = -767194.949302
  nChanged 541
		SP:Iteration 2F (46837.490000 sec): 3 clusters
  Score: Raw -770367.378180 + Penalty 2955.158313 = -767412.219867
  nChanged 429
		SP:Iteration 3Q (46837.690000 sec): 3 clusters
  Score: Raw -770540.979010 + Penalty 2955.158313 = -767585.820698
  nChanged 383
		SP:Iteration 4Q (46837.890000 sec): 3 clusters
  Score: Raw -770720.780634 + Penalty 2955.158313 = -767765.622321
  nChanged 420
		SP:Iteration 5Q (46838.090000 sec): 3 clusters
  Score: Raw -770955.702880 + Penalty 2955.158313 = -768000.544567
  nChanged 482
		SP:Iteration 6F (46838.250000 sec): 3 clusters
  Score: Raw -771247.118282 + Penalty 2955.158313 = -768291.959970
  nChanged 509
		SP:Iteration 7F (46838.420000 sec): 3 clusters
  Score: Raw -771575.993838 + Penalty 2955.158313 = -768620.835525
  nChanged 498
		SP:Iteration 8F (46838.600000 sec): 3 clusters
  Score: Raw -771893.985244 + Penalty 2955.158313 = -768938.826931
  nChanged 441
		SP:Iteration 9Q (46838.840000 sec): 3 clusters
  Score: Raw -772160.876620 + Penalty 2955.158313 = -769205.718307
  nChanged 380
		SP:Iteration 10Q (46839.030000 sec): 3 clusters
  Score: Raw -772368.309140 + Penalty 2955.158313 = -769413.150828
  nChanged 325
		SP:Iteration 11Q (46839.200000 sec): 3 clusters
  Score: Raw -772527.567024 + Penalty 2955.158313 = -769572.408712
  nChanged 245
		SP:Iteration 12Q (46839.370000 sec): 3 clusters
  Score: Raw -772623.776619 + Penalty 2955.158313 = -769668.618306
  nChanged 169
		SP:Iteration 13Q (46839.540000 sec): 3 clusters
  Score: Raw -772671.154356 + Penalty 2955.158313 = -769715.996044
  nChanged 118
		SP:Iteration 14Q (46839.720000 sec): 3 clusters
  Score: Raw -772705.135512 + Penalty 2955.158313 = -769749.977199
  nChanged 110
		SP:Iteration 15Q (46839.890000 sec): 3 clusters
  Score: Raw -772734.555372 + Penalty 2955.158313 = -769779.397059
  nChanged 86
		SP:Iteration 16Q (46840.140000 sec): 3 clusters
  Score: Raw -772755.297955 + Penalty 2955.158313 = -769800.139642
  nChanged 75
		SP:Iteration 17Q (46840.270000 sec): 3 clusters
  Score: Raw -772775.453555 + Penalty 2955.158313 = -769820.295242
  nChanged 73
		SP:Iteration 18Q (46840.440000 sec): 3 clusters
  Score: Raw -772793.060794 + Penalty 2955.158313 = -769837.902481
  nChanged 57
		SP:Iteration 19Q (46840.610000 sec): 3 clusters
  Score: Raw -772804.516807 + Penalty 2955.158313 = -769849.358494
  nChanged 35
		SP:Iteration 20F (46840.790000 sec): 3 clusters
  Score: Raw -772811.060478 + Penalty 2955.158313 = -769855.902165
  nChanged 38
		SP:Iteration 21Q (46840.960000 sec): 3 clusters
  Score: Raw -772819.574877 + Penalty 2955.158313 = -769864.416564
  nChanged 30
		SP:Iteration 22Q (46841.210000 sec): 3 clusters
  Score: Raw -772825.433936 + Penalty 2955.158313 = -769870.275624
  nChanged 28
		SP:Iteration 23Q (46841.400000 sec): 3 clusters
  Score: Raw -772829.723849 + Penalty 2955.158313 = -769874.565536
  nChanged 14
		SP:Iteration 24Q (46841.570000 sec): 3 clusters
  Score: Raw -772831.820246 + Penalty 2955.158313 = -769876.661934
  nChanged 18
		SP:Iteration 25Q (46841.750000 sec): 3 clusters
  Score: Raw -772834.448437 + Penalty 2955.158313 = -769879.290124
  nChanged 10
		SP:Iteration 26Q (46841.920000 sec): 3 clusters
  Score: Raw -772836.135948 + Penalty 2955.158313 = -769880.977636
  nChanged 12
		SP:Iteration 27Q (46842.100000 sec): 3 clusters
  Score: Raw -772838.434098 + Penalty 2955.158313 = -769883.275785
  nChanged 15
		SP:Iteration 28Q (46842.340000 sec): 3 clusters
  Score: Raw -772840.930169 + Penalty 2955.158313 = -769885.771856
  nChanged 14
		SP:Iteration 29Q (46842.490000 sec): 3 clusters
  Score: Raw -772843.001335 + Penalty 2955.158313 = -769887.843023
  nChanged 12
		SP:Iteration 30Q (46842.680000 sec): 3 clusters
  Score: Raw -772845.037922 + Penalty 2955.158313 = -769889.879609
  nChanged 12
		SP:Iteration 31Q (46842.940000 sec): 3 clusters
  Score: Raw -772847.318198 + Penalty 2955.158313 = -769892.159886
  nChanged 15
		SP:Iteration 32Q (46843.120000 sec): 3 clusters
  Score: Raw -772849.772007 + Penalty 2955.158313 = -769894.613694
  nChanged 15
		SP:Iteration 33Q (46843.290000 sec): 3 clusters
  Score: Raw -772852.139112 + Penalty 2955.158313 = -769896.980800
  nChanged 10
		SP:Iteration 34Q (46843.490000 sec): 3 clusters
  Score: Raw -772853.707512 + Penalty 2955.158313 = -769898.549199
  nChanged 9
		SP:Iteration 35Q (46843.720000 sec): 3 clusters
  Score: Raw -772855.266266 + Penalty 2955.158313 = -769900.107953
  nChanged 13
		SP:Iteration 36Q (46843.960000 sec): 3 clusters
  Score: Raw -772857.529759 + Penalty 2955.158313 = -769902.371446
  nChanged 19
		SP:Iteration 37Q (46844.180000 sec): 3 clusters
  Score: Raw -772860.848492 + Penalty 2955.158313 = -769905.690179
  nChanged 23
		SP:Iteration 38Q (46844.340000 sec): 3 clusters
  Score: Raw -772865.494947 + Penalty 2955.158313 = -769910.336635
  nChanged 34
		SP:Iteration 39Q (46844.550000 sec): 3 clusters
  Score: Raw -772872.573505 + Penalty 2955.158313 = -769917.415192
  nChanged 25
		SP:Iteration 40F (46844.730000 sec): 3 clusters
  Score: Raw -772878.131683 + Penalty 2955.158313 = -769922.973371
  nChanged 26
		SP:Iteration 41Q (46844.920000 sec): 3 clusters
  Score: Raw -772884.165719 + Penalty 2955.158313 = -769929.007407
  nChanged 31
		SP:Iteration 42Q (46845.160000 sec): 3 clusters
  Score: Raw -772892.442872 + Penalty 2955.158313 = -769937.284559
  nChanged 39
		SP:Iteration 43Q (46845.420000 sec): 3 clusters
  Score: Raw -772903.381895 + Penalty 2955.158313 = -769948.223582
  nChanged 47
		SP:Iteration 44Q (46845.600000 sec): 3 clusters
  Score: Raw -772915.363296 + Penalty 2955.158313 = -769960.204983
  nChanged 36
		SP:Iteration 45Q (46845.770000 sec): 3 clusters
  Score: Raw -772924.796089 + Penalty 2955.158313 = -769969.637777
  nChanged 40
		SP:Iteration 46Q (46845.950000 sec): 3 clusters
  Score: Raw -772935.461579 + Penalty 2955.158313 = -769980.303266
  nChanged 47
		SP:Iteration 47Q (46846.180000 sec): 3 clusters
  Score: Raw -772949.202279 + Penalty 2955.158313 = -769994.043966
  nChanged 55
		SP:Iteration 48Q (46846.380000 sec): 3 clusters
  Score: Raw -772963.139535 + Penalty 2955.158313 = -770007.981222
  nChanged 47
		SP:Iteration 49Q (46846.560000 sec): 3 clusters
  Score: Raw -772976.414348 + Penalty 2955.158313 = -770021.256035
  nChanged 49
		SP:Iteration 50Q (46846.780000 sec): 3 clusters
  Score: Raw -772992.263268 + Penalty 2955.158313 = -770037.104955
  nChanged 57
		SP:Iteration 51Q (46847.040000 sec): 3 clusters
  Score: Raw -773010.947957 + Penalty 2955.158313 = -770055.789644
  nChanged 54
		SP:Iteration 52Q (46847.240000 sec): 3 clusters
  Score: Raw -773027.317425 + Penalty 2955.158313 = -770072.159112
  nChanged 48
		SP:Iteration 53Q (46847.420000 sec): 3 clusters
  Score: Raw -773043.636595 + Penalty 2955.158313 = -770088.478282
  nChanged 46
		SP:Iteration 54Q (46847.600000 sec): 3 clusters
  Score: Raw -773061.097429 + Penalty 2955.158313 = -770105.939116
  nChanged 50
		SP:Iteration 55Q (46847.790000 sec): 3 clusters
  Score: Raw -773085.440687 + Penalty 2955.158313 = -770130.282374
  nChanged 50
		SP:Iteration 56Q (46848.030000 sec): 3 clusters
  Score: Raw -773107.700376 + Penalty 2955.158313 = -770152.542063
  nChanged 49
		SP:Iteration 57Q (46848.180000 sec): 3 clusters
  Score: Raw -773124.875658 + Penalty 2955.158313 = -770169.717345
  nChanged 38
		SP:Iteration 58Q (46848.370000 sec): 3 clusters
  Score: Raw -773142.100491 + Penalty 2955.158313 = -770186.942178
  nChanged 45
		SP:Iteration 59Q (46848.560000 sec): 3 clusters
  Score: Raw -773159.511186 + Penalty 2955.158313 = -770204.352873
  nChanged 42
		SP:Iteration 60F (46848.750000 sec): 3 clusters
  Score: Raw -773175.416111 + Penalty 2955.158313 = -770220.257799
  nChanged 38
		SP:Iteration 61Q (46848.930000 sec): 3 clusters
  Score: Raw -773192.051702 + Penalty 2955.158313 = -770236.893389
  nChanged 39
		SP:Iteration 62Q (46849.100000 sec): 3 clusters
  Score: Raw -773210.364855 + Penalty 2955.158313 = -770255.206542
  nChanged 43
		SP:Iteration 63Q (46849.380000 sec): 3 clusters
  Score: Raw -773229.640395 + Penalty 2955.158313 = -770274.482083
  nChanged 30
		SP:Iteration 64Q (46849.560000 sec): 3 clusters
  Score: Raw -773239.576759 + Penalty 2955.158313 = -770284.418446
  nChanged 22
		SP:Iteration 65Q (46849.730000 sec): 3 clusters
  Score: Raw -773247.987270 + Penalty 2955.158313 = -770292.828957
  nChanged 26
		SP:Iteration 66Q (46849.910000 sec): 3 clusters
  Score: Raw -773262.021711 + Penalty 2955.158313 = -770306.863399
  nChanged 32
		SP:Iteration 67Q (46850.080000 sec): 3 clusters
  Score: Raw -773277.703016 + Penalty 2955.158313 = -770322.544703
  nChanged 32
		SP:Iteration 68Q (46850.260000 sec): 3 clusters
  Score: Raw -773292.215884 + Penalty 2955.158313 = -770337.057571
  nChanged 30
		SP:Iteration 69Q (46850.490000 sec): 3 clusters
  Score: Raw -773305.192204 + Penalty 2955.158313 = -770350.033891
  nChanged 28
		SP:Iteration 70Q (46850.650000 sec): 3 clusters
  Score: Raw -773315.407581 + Penalty 2955.158313 = -770360.249268
  nChanged 18
		SP:Iteration 71Q (46850.820000 sec): 3 clusters
  Score: Raw -773322.903664 + Penalty 2955.158313 = -770367.745352
  nChanged 16
		SP:Iteration 72Q (46851.000000 sec): 3 clusters
  Score: Raw -773328.394576 + Penalty 2955.158313 = -770373.236264
  nChanged 13
		SP:Iteration 73Q (46851.170000 sec): 3 clusters
  Score: Raw -773333.517551 + Penalty 2955.158313 = -770378.359238
  nChanged 12
		SP:Iteration 74Q (46851.350000 sec): 3 clusters
  Score: Raw -773338.440322 + Penalty 2955.158313 = -770383.282009
  nChanged 10
		SP:Iteration 75Q (46851.510000 sec): 3 clusters
  Score: Raw -773341.044867 + Penalty 2955.158313 = -770385.886554
  nChanged 8
		SP:Iteration 76Q (46851.700000 sec): 3 clusters
  Score: Raw -773343.722185 + Penalty 2955.158313 = -770388.563872
  nChanged 10
		SP:Iteration 77Q (46851.860000 sec): 3 clusters
  Score: Raw -773347.253097 + Penalty 2955.158313 = -770392.094785
  nChanged 9
		SP:Iteration 78Q (46852.050000 sec): 3 clusters
  Score: Raw -773351.421765 + Penalty 2955.158313 = -770396.263452
  nChanged 10
		SP:Iteration 79Q (46852.230000 sec): 3 clusters
  Score: Raw -773354.240669 + Penalty 2955.158313 = -770399.082356
  nChanged 7
		SP:Iteration 80F (46852.410000 sec): 3 clusters
  Score: Raw -773356.145262 + Penalty 2955.158313 = -770400.986949
  nChanged 7
		SP:Iteration 81Q (46852.590000 sec): 3 clusters
  Score: Raw -773357.818336 + Penalty 2955.158313 = -770402.660023
  nChanged 6
		SP:Iteration 82Q (46852.870000 sec): 3 clusters
  Score: Raw -773359.316573 + Penalty 2955.158313 = -770404.158261
  nChanged 3
		SP:Iteration 83Q (46853.060000 sec): 3 clusters
  Score: Raw -773360.296312 + Penalty 2955.158313 = -770405.138000
  nChanged 3
		SP:Iteration 84Q (46853.230000 sec): 3 clusters
  Score: Raw -773360.891833 + Penalty 2955.158313 = -770405.733520
  nChanged 0
		SP:Iteration 85F (46853.450000 sec): 3 clusters
  Score: Raw -773360.891833 + Penalty 2955.158313 = -770405.733520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46853.550000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46853.710000 sec): 3 clusters
  Score: Raw -48532.723205 + Penalty 2116.799786 = -46415.923419
  nChanged 181
		SP:Iteration 1F (46853.870000 sec): 3 clusters
  Score: Raw -48761.486299 + Penalty 2116.799786 = -46644.686513
  nChanged 52
		SP:Iteration 2F (46854.030000 sec): 3 clusters
  Score: Raw -48832.189673 + Penalty 2116.799786 = -46715.389886
  nChanged 28
		SP:Iteration 3Q (46854.190000 sec): 3 clusters
  Score: Raw -48881.116547 + Penalty 2116.799786 = -46764.316761
  nChanged 12
		SP:Iteration 4Q (46854.350000 sec): 3 clusters
  Score: Raw -48895.153544 + Penalty 2116.799786 = -46778.353758
  nChanged 11
		SP:Iteration 5Q (46854.510000 sec): 3 clusters
  Score: Raw -48907.876945 + Penalty 2116.799786 = -46791.077159
  nChanged 5
		SP:Iteration 6Q (46854.630000 sec): 3 clusters
  Score: Raw -48912.672694 + Penalty 2116.799786 = -46795.872908
  nChanged 1
		SP:Iteration 7Q (46854.790000 sec): 3 clusters
  Score: Raw -48912.773365 + Penalty 2116.799786 = -46795.973579
  nChanged 1
		SP:Iteration 8Q (46854.950000 sec): 3 clusters
  Score: Raw -48912.939360 + Penalty 2116.799786 = -46796.139574
  nChanged 0
		SP:Iteration 9F (46855.110000 sec): 3 clusters
  Score: Raw -48912.939360 + Penalty 2116.799786 = -46796.139574
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46855.190000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46855.360000 sec): 3 clusters
  Score: Raw -213825.436160 + Penalty 2557.431297 = -211268.004863
  nChanged 954
		SP:Iteration 1F (46855.530000 sec): 3 clusters
  Score: Raw -214450.582469 + Penalty 2557.431297 = -211893.151172
  nChanged 219
		SP:Iteration 2F (46855.710000 sec): 3 clusters
  Score: Raw -214630.360309 + Penalty 2557.431297 = -212072.929012
  nChanged 160
		SP:Iteration 3F (46855.880000 sec): 3 clusters
  Score: Raw -214754.427845 + Penalty 2557.431297 = -212196.996548
  nChanged 117
		SP:Iteration 4Q (46856.050000 sec): 3 clusters
  Score: Raw -214851.221491 + Penalty 2557.431297 = -212293.790193
  nChanged 112
		SP:Iteration 5Q (46856.230000 sec): 3 clusters
  Score: Raw -214921.436588 + Penalty 2557.431297 = -212364.005290
  nChanged 88
		SP:Iteration 6Q (46856.400000 sec): 3 clusters
  Score: Raw -214987.001398 + Penalty 2557.431297 = -212429.570101
  nChanged 83
		SP:Iteration 7Q (46856.570000 sec): 3 clusters
  Score: Raw -215058.760072 + Penalty 2557.431297 = -212501.328775
  nChanged 86
		SP:Iteration 8Q (46856.750000 sec): 3 clusters
  Score: Raw -215124.381254 + Penalty 2557.431297 = -212566.949956
  nChanged 75
		SP:Iteration 9Q (46856.920000 sec): 3 clusters
  Score: Raw -215180.646240 + Penalty 2557.431297 = -212623.214943
  nChanged 59
		SP:Iteration 10Q (46857.090000 sec): 3 clusters
  Score: Raw -215235.078934 + Penalty 2557.431297 = -212677.647637
  nChanged 60
		SP:Iteration 11Q (46857.260000 sec): 3 clusters
  Score: Raw -215282.851874 + Penalty 2557.431297 = -212725.420576
  nChanged 60
		SP:Iteration 12Q (46857.440000 sec): 3 clusters
  Score: Raw -215323.476544 + Penalty 2557.431297 = -212766.045247
  nChanged 51
		SP:Iteration 13Q (46857.610000 sec): 3 clusters
  Score: Raw -215358.648506 + Penalty 2557.431297 = -212801.217209
  nChanged 45
		SP:Iteration 14Q (46857.790000 sec): 3 clusters
  Score: Raw -215382.233575 + Penalty 2557.431297 = -212824.802278
  nChanged 32
		SP:Iteration 15Q (46857.960000 sec): 3 clusters
  Score: Raw -215400.684298 + Penalty 2557.431297 = -212843.253001
  nChanged 27
		SP:Iteration 16Q (46858.130000 sec): 3 clusters
  Score: Raw -215416.798767 + Penalty 2557.431297 = -212859.367469
  nChanged 26
		SP:Iteration 17Q (46858.310000 sec): 3 clusters
  Score: Raw -215434.982690 + Penalty 2557.431297 = -212877.551393
  nChanged 29
		SP:Iteration 18Q (46858.480000 sec): 3 clusters
  Score: Raw -215451.173121 + Penalty 2557.431297 = -212893.741824
  nChanged 16
		SP:Iteration 19Q (46858.650000 sec): 3 clusters
  Score: Raw -215457.469725 + Penalty 2557.431297 = -212900.038427
  nChanged 14
		SP:Iteration 20F (46858.830000 sec): 3 clusters
  Score: Raw -215463.112882 + Penalty 2557.431297 = -212905.681585
  nChanged 16
		SP:Iteration 21Q (46859.000000 sec): 3 clusters
  Score: Raw -215471.239561 + Penalty 2557.431297 = -212913.808264
  nChanged 8
		SP:Iteration 22Q (46859.170000 sec): 3 clusters
  Score: Raw -215474.411835 + Penalty 2557.431297 = -212916.980537
  nChanged 5
		SP:Iteration 23Q (46859.350000 sec): 3 clusters
  Score: Raw -215476.662124 + Penalty 2557.431297 = -212919.230827
  nChanged 4
		SP:Iteration 24Q (46859.510000 sec): 3 clusters
  Score: Raw -215478.894193 + Penalty 2557.431297 = -212921.462895
  nChanged 7
		SP:Iteration 25Q (46859.690000 sec): 3 clusters
  Score: Raw -215481.892847 + Penalty 2557.431297 = -212924.461550
  nChanged 5
		SP:Iteration 26Q (46859.860000 sec): 3 clusters
  Score: Raw -215483.264771 + Penalty 2557.431297 = -212925.833474
  nChanged 4
		SP:Iteration 27Q (46860.040000 sec): 3 clusters
  Score: Raw -215484.862002 + Penalty 2557.431297 = -212927.430704
  nChanged 4
		SP:Iteration 28Q (46860.210000 sec): 3 clusters
  Score: Raw -215486.089622 + Penalty 2557.431297 = -212928.658325
  nChanged 3
		SP:Iteration 29Q (46860.380000 sec): 3 clusters
  Score: Raw -215486.717105 + Penalty 2557.431297 = -212929.285808
  nChanged 0
		SP:Iteration 30F (46860.560000 sec): 3 clusters
  Score: Raw -215486.717105 + Penalty 2557.431297 = -212929.285808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46860.640000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46860.820000 sec): 3 clusters
  Score: Raw -109222.254240 + Penalty 2333.027282 = -106889.226957
  nChanged 408
		SP:Iteration 1F (46860.960000 sec): 3 clusters
  Score: Raw -109539.629491 + Penalty 2333.027282 = -107206.602208
  nChanged 98
		SP:Iteration 2F (46860.980000 sec): 3 clusters
  Score: Raw -109630.223199 + Penalty 2333.027282 = -107297.195916
  nChanged 50
		SP:Iteration 3Q (46861.130000 sec): 3 clusters
  Score: Raw -109670.417245 + Penalty 2333.027282 = -107337.389963
  nChanged 45
		SP:Iteration 4Q (46861.310000 sec): 3 clusters
  Score: Raw -109703.757779 + Penalty 2333.027282 = -107370.730497
  nChanged 28
		SP:Iteration 5Q (46861.480000 sec): 3 clusters
  Score: Raw -109726.503729 + Penalty 2333.027282 = -107393.476446
  nChanged 25
		SP:Iteration 6Q (46861.660000 sec): 3 clusters
  Score: Raw -109750.955935 + Penalty 2333.027282 = -107417.928653
  nChanged 34
		SP:Iteration 7Q (46861.830000 sec): 3 clusters
  Score: Raw -109788.447694 + Penalty 2333.027282 = -107455.420412
  nChanged 37
		SP:Iteration 8Q (46862.010000 sec): 3 clusters
  Score: Raw -109829.028549 + Penalty 2333.027282 = -107496.001267
  nChanged 35
		SP:Iteration 9Q (46862.180000 sec): 3 clusters
  Score: Raw -109870.075653 + Penalty 2333.027282 = -107537.048370
  nChanged 36
		SP:Iteration 10Q (46862.350000 sec): 3 clusters
  Score: Raw -109931.746368 + Penalty 2333.027282 = -107598.719086
  nChanged 28
		SP:Iteration 11Q (46862.530000 sec): 3 clusters
  Score: Raw -109971.785632 + Penalty 2333.027282 = -107638.758349
  nChanged 18
		SP:Iteration 12Q (46862.700000 sec): 3 clusters
  Score: Raw -109989.565646 + Penalty 2333.027282 = -107656.538363
  nChanged 18
		SP:Iteration 13Q (46862.870000 sec): 3 clusters
  Score: Raw -110003.661256 + Penalty 2333.027282 = -107670.633974
  nChanged 20
		SP:Iteration 14Q (46863.050000 sec): 3 clusters
  Score: Raw -110019.802493 + Penalty 2333.027282 = -107686.775211
  nChanged 16
		SP:Iteration 15Q (46863.220000 sec): 3 clusters
  Score: Raw -110033.105433 + Penalty 2333.027282 = -107700.078151
  nChanged 17
		SP:Iteration 16Q (46863.390000 sec): 3 clusters
  Score: Raw -110048.975248 + Penalty 2333.027282 = -107715.947966
  nChanged 16
		SP:Iteration 17Q (46863.570000 sec): 3 clusters
  Score: Raw -110062.961179 + Penalty 2333.027282 = -107729.933897
  nChanged 16
		SP:Iteration 18Q (46863.740000 sec): 3 clusters
  Score: Raw -110074.594417 + Penalty 2333.027282 = -107741.567135
  nChanged 12
		SP:Iteration 19Q (46863.910000 sec): 3 clusters
  Score: Raw -110084.036763 + Penalty 2333.027282 = -107751.009480
  nChanged 8
		SP:Iteration 20F (46864.090000 sec): 3 clusters
  Score: Raw -110090.631377 + Penalty 2333.027282 = -107757.604095
  nChanged 6
		SP:Iteration 21Q (46864.260000 sec): 3 clusters
  Score: Raw -110096.273626 + Penalty 2333.027282 = -107763.246343
  nChanged 6
		SP:Iteration 22Q (46864.490000 sec): 3 clusters
  Score: Raw -110102.275396 + Penalty 2333.027282 = -107769.248114
  nChanged 6
		SP:Iteration 23Q (46864.620000 sec): 3 clusters
  Score: Raw -110106.646689 + Penalty 2333.027282 = -107773.619406
  nChanged 3
		SP:Iteration 24Q (46864.780000 sec): 3 clusters
  Score: Raw -110109.186591 + Penalty 2333.027282 = -107776.159309
  nChanged 5
		SP:Iteration 25Q (46864.940000 sec): 3 clusters
  Score: Raw -110113.513576 + Penalty 2333.027282 = -107780.486294
  nChanged 5
		SP:Iteration 26Q (46865.100000 sec): 3 clusters
  Score: Raw -110118.189135 + Penalty 2333.027282 = -107785.161853
  nChanged 5
		SP:Iteration 27Q (46865.260000 sec): 3 clusters
  Score: Raw -110122.947062 + Penalty 2333.027282 = -107789.919780
  nChanged 3
		SP:Iteration 28Q (46865.420000 sec): 3 clusters
  Score: Raw -110126.156483 + Penalty 2333.027282 = -107793.129201
  nChanged 4
		SP:Iteration 29Q (46865.580000 sec): 3 clusters
  Score: Raw -110130.118321 + Penalty 2333.027282 = -107797.091038
  nChanged 4
		SP:Iteration 30Q (46865.740000 sec): 3 clusters
  Score: Raw -110133.991434 + Penalty 2333.027282 = -107800.964152
  nChanged 2
		SP:Iteration 31Q (46865.900000 sec): 3 clusters
  Score: Raw -110136.302033 + Penalty 2333.027282 = -107803.274751
  nChanged 2
		SP:Iteration 32Q (46866.060000 sec): 3 clusters
  Score: Raw -110139.284668 + Penalty 2333.027282 = -107806.257386
  nChanged 2
		SP:Iteration 33Q (46866.220000 sec): 3 clusters
  Score: Raw -110141.331217 + Penalty 2333.027282 = -107808.303935
  nChanged 3
		SP:Iteration 34Q (46866.380000 sec): 3 clusters
  Score: Raw -110143.283519 + Penalty 2333.027282 = -107810.256237
  nChanged 2
		SP:Iteration 35Q (46866.540000 sec): 3 clusters
  Score: Raw -110144.133121 + Penalty 2333.027282 = -107811.105839
  nChanged 0
		SP:Iteration 36F (46866.700000 sec): 3 clusters
  Score: Raw -110144.133121 + Penalty 2333.027282 = -107811.105839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46866.780000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46866.940000 sec): 3 clusters
  Score: Raw -44871.066254 + Penalty 2051.903115 = -42819.163139
  nChanged 129
		SP:Iteration 1F (46867.100000 sec): 3 clusters
  Score: Raw -45014.889522 + Penalty 2051.903115 = -42962.986407
  nChanged 38
		SP:Iteration 2F (46867.260000 sec): 3 clusters
  Score: Raw -45079.776958 + Penalty 2051.903115 = -43027.873843
  nChanged 29
		SP:Iteration 3F (46867.420000 sec): 3 clusters
  Score: Raw -45123.619384 + Penalty 2051.903115 = -43071.716269
  nChanged 18
		SP:Iteration 4Q (46867.580000 sec): 3 clusters
  Score: Raw -45163.493291 + Penalty 2051.903115 = -43111.590176
  nChanged 18
		SP:Iteration 5Q (46867.740000 sec): 3 clusters
  Score: Raw -45192.852963 + Penalty 2051.903115 = -43140.949848
  nChanged 15
		SP:Iteration 6Q (46867.900000 sec): 3 clusters
  Score: Raw -45220.222309 + Penalty 2051.903115 = -43168.319194
  nChanged 7
		SP:Iteration 7Q (46868.060000 sec): 3 clusters
  Score: Raw -45237.954557 + Penalty 2051.903115 = -43186.051442
  nChanged 8
		SP:Iteration 8Q (46868.220000 sec): 3 clusters
  Score: Raw -45252.169461 + Penalty 2051.903115 = -43200.266346
  nChanged 8
		SP:Iteration 9Q (46868.390000 sec): 3 clusters
  Score: Raw -45263.422942 + Penalty 2051.903115 = -43211.519827
  nChanged 6
		SP:Iteration 10Q (46868.570000 sec): 3 clusters
  Score: Raw -45272.525072 + Penalty 2051.903115 = -43220.621956
  nChanged 6
		SP:Iteration 11Q (46868.740000 sec): 3 clusters
  Score: Raw -45281.346946 + Penalty 2051.903115 = -43229.443831
  nChanged 3
		SP:Iteration 12Q (46868.920000 sec): 3 clusters
  Score: Raw -45287.541838 + Penalty 2051.903115 = -43235.638723
  nChanged 6
		SP:Iteration 13Q (46869.100000 sec): 3 clusters
  Score: Raw -45305.704692 + Penalty 2051.903115 = -43253.801577
  nChanged 12
		SP:Iteration 14Q (46869.270000 sec): 3 clusters
  Score: Raw -45330.430989 + Penalty 2051.903115 = -43278.527874
  nChanged 3
		SP:Iteration 15Q (46869.440000 sec): 3 clusters
  Score: Raw -45334.115346 + Penalty 2051.903115 = -43282.212231
  nChanged 1
		SP:Iteration 16Q (46869.620000 sec): 3 clusters
  Score: Raw -45336.600798 + Penalty 2051.903115 = -43284.697683
  nChanged 1
		SP:Iteration 17Q (46869.790000 sec): 3 clusters
  Score: Raw -45338.262059 + Penalty 2051.903115 = -43286.358944
  nChanged 0
		SP:Iteration 18F (46869.960000 sec): 3 clusters
  Score: Raw -45338.262059 + Penalty 2051.903115 = -43286.358944
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46870.050000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46870.220000 sec): 3 clusters
  Score: Raw -74700.153419 + Penalty 2212.219542 = -72487.933877
  nChanged 265
		SP:Iteration 1F (46870.400000 sec): 3 clusters
  Score: Raw -74939.101245 + Penalty 2212.219542 = -72726.881702
  nChanged 63
		SP:Iteration 2F (46870.570000 sec): 3 clusters
  Score: Raw -75013.311856 + Penalty 2212.219542 = -72801.092314
  nChanged 40
		SP:Iteration 3Q (46870.740000 sec): 3 clusters
  Score: Raw -75061.366217 + Penalty 2212.219542 = -72849.146675
  nChanged 37
		SP:Iteration 4Q (46870.920000 sec): 3 clusters
  Score: Raw -75105.610268 + Penalty 2212.219542 = -72893.390726
  nChanged 31
		SP:Iteration 5Q (46871.090000 sec): 3 clusters
  Score: Raw -75146.993860 + Penalty 2212.219542 = -72934.774318
  nChanged 19
		SP:Iteration 6Q (46871.270000 sec): 3 clusters
  Score: Raw -75167.742436 + Penalty 2212.219542 = -72955.522894
  nChanged 13
		SP:Iteration 7Q (46871.440000 sec): 3 clusters
  Score: Raw -75180.397473 + Penalty 2212.219542 = -72968.177931
  nChanged 8
		SP:Iteration 8Q (46871.610000 sec): 3 clusters
  Score: Raw -75191.218348 + Penalty 2212.219542 = -72978.998806
  nChanged 7
		SP:Iteration 9Q (46871.790000 sec): 3 clusters
  Score: Raw -75198.166893 + Penalty 2212.219542 = -72985.947351
  nChanged 8
		SP:Iteration 10Q (46871.960000 sec): 3 clusters
  Score: Raw -75207.318136 + Penalty 2212.219542 = -72995.098594
  nChanged 3
		SP:Iteration 11Q (46872.130000 sec): 3 clusters
  Score: Raw -75210.137336 + Penalty 2212.219542 = -72997.917794
  nChanged 2
		SP:Iteration 12Q (46872.310000 sec): 3 clusters
  Score: Raw -75211.259665 + Penalty 2212.219542 = -72999.040123
  nChanged 1
		SP:Iteration 13Q (46872.480000 sec): 3 clusters
  Score: Raw -75212.245403 + Penalty 2212.219542 = -73000.025860
  nChanged 0
		SP:Iteration 14F (46872.650000 sec): 3 clusters
  Score: Raw -75212.245403 + Penalty 2212.219542 = -73000.025860
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 99 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46872.740000 sec): 2 clusters
  Score: Raw -18388.586923 + Penalty 891.952381 = -17496.634542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46872.910000 sec): 3 clusters
  Score: Raw -18492.498026 + Penalty 1783.904761 = -16708.593265
  nChanged 42
		SP:Iteration 1F (46873.090000 sec): 3 clusters
  Score: Raw -18603.138678 + Penalty 1783.904761 = -16819.233917
  nChanged 11
		SP:Iteration 2Q (46873.260000 sec): 3 clusters
  Score: Raw -18647.849867 + Penalty 1783.904761 = -16863.945106
  nChanged 6
		SP:Iteration 3Q (46873.430000 sec): 3 clusters
  Score: Raw -18666.768902 + Penalty 1783.904761 = -16882.864141
  nChanged 3
		SP:Iteration 4Q (46873.610000 sec): 3 clusters
  Score: Raw -18674.693446 + Penalty 1783.904761 = -16890.788685
  nChanged 2
		SP:Iteration 5Q (46873.780000 sec): 3 clusters
  Score: Raw -18678.817160 + Penalty 1783.904761 = -16894.912399
  nChanged 1
		SP:Iteration 6Q (46873.950000 sec): 3 clusters
  Score: Raw -18680.970870 + Penalty 1783.904761 = -16897.066109
  nChanged 0
		SP:Iteration 7F (46874.130000 sec): 3 clusters
  Score: Raw -18680.970870 + Penalty 1783.904761 = -16897.066109
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 100 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46874.250000 sec): 2 clusters
  Score: Raw -336226.514068 + Penalty 1351.478233 = -334875.035835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46874.430000 sec): 3 clusters
  Score: Raw -334175.777060 + Penalty 2702.956466 = -331472.820594
  nChanged 1627
		SP:Iteration 1F (46874.610000 sec): 3 clusters
  Score: Raw -335170.099466 + Penalty 2702.956466 = -332467.143000
  nChanged 321
		SP:Iteration 2F (46874.780000 sec): 3 clusters
  Score: Raw -335393.088422 + Penalty 2702.956466 = -332690.131955
  nChanged 258
		SP:Iteration 3F (46874.950000 sec): 3 clusters
  Score: Raw -335559.568076 + Penalty 2702.956466 = -332856.611609
  nChanged 215
		SP:Iteration 4F (46875.130000 sec): 3 clusters
  Score: Raw -335695.215603 + Penalty 2702.956466 = -332992.259137
  nChanged 190
		SP:Iteration 5Q (46875.300000 sec): 3 clusters
  Score: Raw -335818.411402 + Penalty 2702.956466 = -333115.454936
  nChanged 167
		SP:Iteration 6Q (46875.470000 sec): 3 clusters
  Score: Raw -335925.387971 + Penalty 2702.956466 = -333222.431505
  nChanged 138
		SP:Iteration 7Q (46875.650000 sec): 3 clusters
  Score: Raw -336012.980835 + Penalty 2702.956466 = -333310.024369
  nChanged 117
		SP:Iteration 8Q (46875.820000 sec): 3 clusters
  Score: Raw -336090.033164 + Penalty 2702.956466 = -333387.076697
  nChanged 97
		SP:Iteration 9Q (46876.040000 sec): 3 clusters
  Score: Raw -336150.833057 + Penalty 2702.956466 = -333447.876591
  nChanged 80
		SP:Iteration 10Q (46876.180000 sec): 3 clusters
  Score: Raw -336201.229907 + Penalty 2702.956466 = -333498.273440
  nChanged 64
		SP:Iteration 11Q (46876.350000 sec): 3 clusters
  Score: Raw -336248.904448 + Penalty 2702.956466 = -333545.947982
  nChanged 54
		SP:Iteration 12Q (46876.530000 sec): 3 clusters
  Score: Raw -336288.209096 + Penalty 2702.956466 = -333585.252630
  nChanged 47
		SP:Iteration 13Q (46876.700000 sec): 3 clusters
  Score: Raw -336322.391421 + Penalty 2702.956466 = -333619.434955
  nChanged 37
		SP:Iteration 14Q (46876.870000 sec): 3 clusters
  Score: Raw -336349.420185 + Penalty 2702.956466 = -333646.463719
  nChanged 31
		SP:Iteration 15Q (46877.050000 sec): 3 clusters
  Score: Raw -336374.015411 + Penalty 2702.956466 = -333671.058945
  nChanged 31
		SP:Iteration 16Q (46877.220000 sec): 3 clusters
  Score: Raw -336399.026270 + Penalty 2702.956466 = -333696.069804
  nChanged 32
		SP:Iteration 17Q (46877.400000 sec): 3 clusters
  Score: Raw -336426.207933 + Penalty 2702.956466 = -333723.251466
  nChanged 28
		SP:Iteration 18Q (46877.570000 sec): 3 clusters
  Score: Raw -336452.704934 + Penalty 2702.956466 = -333749.748468
  nChanged 26
		SP:Iteration 19Q (46877.740000 sec): 3 clusters
  Score: Raw -336475.414466 + Penalty 2702.956466 = -333772.457999
  nChanged 23
		SP:Iteration 20F (46877.920000 sec): 3 clusters
  Score: Raw -336495.782673 + Penalty 2702.956466 = -333792.826206
  nChanged 13
		SP:Iteration 21Q (46878.000000 sec): 3 clusters
  Score: Raw -336505.704579 + Penalty 2702.956466 = -333802.748113
  nChanged 14
		SP:Iteration 22Q (46878.190000 sec): 3 clusters
  Score: Raw -336516.440253 + Penalty 2702.956466 = -333813.483786
  nChanged 9
		SP:Iteration 23Q (46878.400000 sec): 3 clusters
  Score: Raw -336523.455260 + Penalty 2702.956466 = -333820.498794
  nChanged 13
		SP:Iteration 24Q (46878.530000 sec): 3 clusters
  Score: Raw -336533.862554 + Penalty 2702.956466 = -333830.906088
  nChanged 7
		SP:Iteration 25Q (46878.690000 sec): 3 clusters
  Score: Raw -336537.280146 + Penalty 2702.956466 = -333834.323680
  nChanged 6
		SP:Iteration 26Q (46878.850000 sec): 3 clusters
  Score: Raw -336541.754674 + Penalty 2702.956466 = -333838.798208
  nChanged 4
		SP:Iteration 27Q (46879.010000 sec): 3 clusters
  Score: Raw -336545.251558 + Penalty 2702.956466 = -333842.295092
  nChanged 7
		SP:Iteration 28Q (46879.170000 sec): 3 clusters
  Score: Raw -336554.186932 + Penalty 2702.956466 = -333851.230466
  nChanged 14
		SP:Iteration 29Q (46879.330000 sec): 3 clusters
  Score: Raw -336569.638327 + Penalty 2702.956466 = -333866.681861
  nChanged 11
		SP:Iteration 30Q (46879.490000 sec): 3 clusters
  Score: Raw -336580.550189 + Penalty 2702.956466 = -333877.593722
  nChanged 6
		SP:Iteration 31Q (46879.650000 sec): 3 clusters
  Score: Raw -336582.980774 + Penalty 2702.956466 = -333880.024308
  nChanged 4
		SP:Iteration 32Q (46879.810000 sec): 3 clusters
  Score: Raw -336584.957254 + Penalty 2702.956466 = -333882.000788
  nChanged 5
		SP:Iteration 33Q (46879.970000 sec): 3 clusters
  Score: Raw -336587.708852 + Penalty 2702.956466 = -333884.752385
  nChanged 3
		SP:Iteration 34Q (46880.130000 sec): 3 clusters
  Score: Raw -336590.541244 + Penalty 2702.956466 = -333887.584778
  nChanged 3
		SP:Iteration 35Q (46880.290000 sec): 3 clusters
  Score: Raw -336591.468021 + Penalty 2702.956466 = -333888.511554
  nChanged 1
		SP:Iteration 36Q (46880.450000 sec): 3 clusters
  Score: Raw -336592.040410 + Penalty 2702.956466 = -333889.083943
  nChanged 0
		SP:Iteration 37F (46880.610000 sec): 3 clusters
  Score: Raw -336592.040410 + Penalty 2702.956466 = -333889.083943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 101 (1088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46880.740000 sec): 2 clusters
  Score: Raw -89807.040245 + Penalty 1136.215669 = -88670.824576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46880.900000 sec): 3 clusters
  Score: Raw -89451.289085 + Penalty 2272.431339 = -87178.857746
  nChanged 331
		SP:Iteration 1F (46881.060000 sec): 3 clusters
  Score: Raw -89742.124094 + Penalty 2272.431339 = -87469.692755
  nChanged 82
		SP:Iteration 2F (46881.220000 sec): 3 clusters
  Score: Raw -89818.472639 + Penalty 2272.431339 = -87546.041300
  nChanged 34
		SP:Iteration 3Q (46881.380000 sec): 3 clusters
  Score: Raw -89856.025299 + Penalty 2272.431339 = -87583.593960
  nChanged 25
		SP:Iteration 4Q (46881.540000 sec): 3 clusters
  Score: Raw -89879.342430 + Penalty 2272.431339 = -87606.911091
  nChanged 13
		SP:Iteration 5Q (46881.710000 sec): 3 clusters
  Score: Raw -89891.962798 + Penalty 2272.431339 = -87619.531459
  nChanged 8
		SP:Iteration 6Q (46881.870000 sec): 3 clusters
  Score: Raw -89897.676809 + Penalty 2272.431339 = -87625.245470
  nChanged 5
		SP:Iteration 7Q (46882.040000 sec): 3 clusters
  Score: Raw -89900.661687 + Penalty 2272.431339 = -87628.230348
  nChanged 2
		SP:Iteration 8Q (46882.200000 sec): 3 clusters
  Score: Raw -89901.691859 + Penalty 2272.431339 = -87629.260520
  nChanged 3
		SP:Iteration 9Q (46882.380000 sec): 3 clusters
  Score: Raw -89903.305265 + Penalty 2272.431339 = -87630.873926
  nChanged 6
		SP:Iteration 10Q (46882.550000 sec): 3 clusters
  Score: Raw -89908.476693 + Penalty 2272.431339 = -87636.045354
  nChanged 6
		SP:Iteration 11Q (46882.730000 sec): 3 clusters
  Score: Raw -89914.425619 + Penalty 2272.431339 = -87641.994280
  nChanged 4
		SP:Iteration 12Q (46882.890000 sec): 3 clusters
  Score: Raw -89918.802261 + Penalty 2272.431339 = -87646.370922
  nChanged 6
		SP:Iteration 13Q (46883.070000 sec): 3 clusters
  Score: Raw -89922.724754 + Penalty 2272.431339 = -87650.293415
  nChanged 6
		SP:Iteration 14Q (46883.240000 sec): 3 clusters
  Score: Raw -89926.690482 + Penalty 2272.431339 = -87654.259143
  nChanged 7
		SP:Iteration 15Q (46883.410000 sec): 3 clusters
  Score: Raw -89931.735822 + Penalty 2272.431339 = -87659.304483
  nChanged 4
		SP:Iteration 16Q (46883.580000 sec): 3 clusters
  Score: Raw -89933.282927 + Penalty 2272.431339 = -87660.851589
  nChanged 2
		SP:Iteration 17Q (46883.740000 sec): 3 clusters
  Score: Raw -89934.198322 + Penalty 2272.431339 = -87661.766983
  nChanged 1
		SP:Iteration 18Q (46883.900000 sec): 3 clusters
  Score: Raw -89934.386278 + Penalty 2272.431339 = -87661.954939
  nChanged 1
		SP:Iteration 19Q (46884.070000 sec): 3 clusters
  Score: Raw -89934.551617 + Penalty 2272.431339 = -87662.120278
  nChanged 1
		SP:Iteration 20F (46884.220000 sec): 3 clusters
  Score: Raw -89935.484490 + Penalty 2272.431339 = -87663.053151
  nChanged 2
		SP:Iteration 21Q (46884.380000 sec): 3 clusters
  Score: Raw -89935.948765 + Penalty 2272.431339 = -87663.517426
  nChanged 1
		SP:Iteration 22Q (46884.540000 sec): 3 clusters
  Score: Raw -89936.097233 + Penalty 2272.431339 = -87663.665894
  nChanged 1
		SP:Iteration 23Q (46884.700000 sec): 3 clusters
  Score: Raw -89936.543991 + Penalty 2272.431339 = -87664.112652
  nChanged 1
		SP:Iteration 24Q (46884.860000 sec): 3 clusters
  Score: Raw -89936.911977 + Penalty 2272.431339 = -87664.480638
  nChanged 0
		SP:Iteration 25F (46885.020000 sec): 3 clusters
  Score: Raw -89936.911977 + Penalty 2272.431339 = -87664.480638
  nChanged 0
Iteration 286F (47054.270000 sec): 103 clusters
  Score: Raw -34909221.681851 + Penalty 215858.830890 = -34693362.850961
  nChanged 77
Iteration 287F (47227.900000 sec): 103 clusters
  Score: Raw -34909310.640315 + Penalty 215858.830890 = -34693451.809424
  nChanged 42
Iteration 288Q (47351.590000 sec): 103 clusters
  Score: Raw -34909347.503994 + Penalty 215858.830890 = -34693488.673104
  nChanged 25
Iteration 289Q (47475.540000 sec): 103 clusters
  Score: Raw -34909369.735171 + Penalty 215858.830890 = -34693510.904280
  nChanged 23
Iteration 290Q (47597.740000 sec): 103 clusters
  Score: Raw -34909388.851352 + Penalty 215858.830890 = -34693530.020462
  nChanged 17
Iteration 291Q (47716.690000 sec): 103 clusters
  Score: Raw -34909401.058946 + Penalty 215858.830890 = -34693542.228056
  nChanged 13
Iteration 292Q (47837.550000 sec): 103 clusters
  Score: Raw -34909412.546128 + Penalty 215858.830890 = -34693553.715238
  nChanged 14
Iteration 293Q (47957.860000 sec): 103 clusters
  Score: Raw -34909422.930298 + Penalty 215858.830890 = -34693564.099407
  nChanged 10
Iteration 294Q (48081.190000 sec): 103 clusters
  Score: Raw -34909427.680119 + Penalty 215858.830890 = -34693568.849228
  nChanged 12
Iteration 295Q (48203.080000 sec): 103 clusters
  Score: Raw -34909436.905002 + Penalty 215858.830890 = -34693578.074111
  nChanged 9
Iteration 296Q (48326.530000 sec): 103 clusters
  Score: Raw -34909446.197885 + Penalty 215858.830890 = -34693587.366995
  nChanged 8
Iteration 297Q (48451.500000 sec): 103 clusters
  Score: Raw -34909453.078439 + Penalty 215858.830890 = -34693594.247549
  nChanged 12
Iteration 298Q (48574.800000 sec): 103 clusters
  Score: Raw -34909460.051612 + Penalty 215858.830890 = -34693601.220722
  nChanged 8
Writing temp clu file 
Because OldScore, -34693594.247549, is greater than current (better) Score,-34693601.220722 
 Compute initial score before splitting:   Score: Raw -34909460.051612 + Penalty 215858.830890 = -34693601.220722
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48574.950000 sec): 2 clusters
  Score: Raw -161225.155497 + Penalty 1243.307029 = -159981.848469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48575.130000 sec): 3 clusters
  Score: Raw -160321.530161 + Penalty 2486.614057 = -157834.916104
  nChanged 759
		SP:Iteration 1F (48575.280000 sec): 3 clusters
  Score: Raw -160814.110537 + Penalty 2486.614057 = -158327.496480
  nChanged 193
		SP:Iteration 2F (48575.440000 sec): 3 clusters
  Score: Raw -160977.342958 + Penalty 2486.614057 = -158490.728901
  nChanged 139
		SP:Iteration 3F (48575.590000 sec): 3 clusters
  Score: Raw -161097.099226 + Penalty 2486.614057 = -158610.485169
  nChanged 101
		SP:Iteration 4Q (48575.750000 sec): 3 clusters
  Score: Raw -161191.206288 + Penalty 2486.614057 = -158704.592231
  nChanged 84
		SP:Iteration 5Q (48575.910000 sec): 3 clusters
  Score: Raw -161257.160788 + Penalty 2486.614057 = -158770.546731
  nChanged 69
		SP:Iteration 6Q (48576.090000 sec): 3 clusters
  Score: Raw -161309.739022 + Penalty 2486.614057 = -158823.124965
  nChanged 53
		SP:Iteration 7Q (48576.260000 sec): 3 clusters
  Score: Raw -161341.458426 + Penalty 2486.614057 = -158854.844369
  nChanged 31
		SP:Iteration 8Q (48576.440000 sec): 3 clusters
  Score: Raw -161358.559347 + Penalty 2486.614057 = -158871.945290
  nChanged 22
		SP:Iteration 9Q (48576.620000 sec): 3 clusters
  Score: Raw -161371.367703 + Penalty 2486.614057 = -158884.753646
  nChanged 22
		SP:Iteration 10Q (48576.790000 sec): 3 clusters
  Score: Raw -161386.404467 + Penalty 2486.614057 = -158899.790410
  nChanged 23
		SP:Iteration 11Q (48576.970000 sec): 3 clusters
  Score: Raw -161399.240579 + Penalty 2486.614057 = -158912.626522
  nChanged 27
		SP:Iteration 12Q (48577.140000 sec): 3 clusters
  Score: Raw -161415.000595 + Penalty 2486.614057 = -158928.386538
  nChanged 27
		SP:Iteration 13Q (48577.320000 sec): 3 clusters
  Score: Raw -161431.048565 + Penalty 2486.614057 = -158944.434508
  nChanged 15
		SP:Iteration 14Q (48577.500000 sec): 3 clusters
  Score: Raw -161437.312979 + Penalty 2486.614057 = -158950.698922
  nChanged 10
		SP:Iteration 15Q (48577.670000 sec): 3 clusters
  Score: Raw -161444.457284 + Penalty 2486.614057 = -158957.843227
  nChanged 10
		SP:Iteration 16Q (48577.840000 sec): 3 clusters
  Score: Raw -161451.529979 + Penalty 2486.614057 = -158964.915922
  nChanged 9
		SP:Iteration 17Q (48578.020000 sec): 3 clusters
  Score: Raw -161456.325013 + Penalty 2486.614057 = -158969.710955
  nChanged 8
		SP:Iteration 18Q (48578.200000 sec): 3 clusters
  Score: Raw -161460.517502 + Penalty 2486.614057 = -158973.903445
  nChanged 7
		SP:Iteration 19Q (48578.370000 sec): 3 clusters
  Score: Raw -161464.159918 + Penalty 2486.614057 = -158977.545861
  nChanged 8
		SP:Iteration 20F (48578.550000 sec): 3 clusters
  Score: Raw -161467.146516 + Penalty 2486.614057 = -158980.532459
  nChanged 3
		SP:Iteration 21Q (48578.720000 sec): 3 clusters
  Score: Raw -161468.583341 + Penalty 2486.614057 = -158981.969284
  nChanged 3
		SP:Iteration 22Q (48578.900000 sec): 3 clusters
  Score: Raw -161469.636235 + Penalty 2486.614057 = -158983.022178
  nChanged 2
		SP:Iteration 23Q (48579.080000 sec): 3 clusters
  Score: Raw -161470.334239 + Penalty 2486.614057 = -158983.720182
  nChanged 1
		SP:Iteration 24Q (48579.250000 sec): 3 clusters
  Score: Raw -161470.903954 + Penalty 2486.614057 = -158984.289897
  nChanged 1
		SP:Iteration 25Q (48579.430000 sec): 3 clusters
  Score: Raw -161471.255201 + Penalty 2486.614057 = -158984.641143
  nChanged 1
		SP:Iteration 26Q (48579.600000 sec): 3 clusters
  Score: Raw -161471.902426 + Penalty 2486.614057 = -158985.288369
  nChanged 3
		SP:Iteration 27Q (48579.780000 sec): 3 clusters
  Score: Raw -161474.035026 + Penalty 2486.614057 = -158987.420969
  nChanged 1
		SP:Iteration 28Q (48579.960000 sec): 3 clusters
  Score: Raw -161474.830076 + Penalty 2486.614057 = -158988.216019
  nChanged 1
		SP:Iteration 29Q (48580.130000 sec): 3 clusters
  Score: Raw -161475.334292 + Penalty 2486.614057 = -158988.720235
  nChanged 1
		SP:Iteration 30Q (48580.310000 sec): 3 clusters
  Score: Raw -161475.647286 + Penalty 2486.614057 = -158989.033229
  nChanged 0
		SP:Iteration 31F (48580.480000 sec): 3 clusters
  Score: Raw -161475.647286 + Penalty 2486.614057 = -158989.033229
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48580.680000 sec): 2 clusters
  Score: Raw -1508536.554152 + Penalty 1595.431271 = -1506941.122881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48580.980000 sec): 3 clusters
  Score: Raw -1497477.263275 + Penalty 3190.862542 = -1494286.400733
  nChanged 8329
		SP:Iteration 1F (48581.280000 sec): 3 clusters
  Score: Raw -1502075.880633 + Penalty 3190.862542 = -1498885.018091
  nChanged 992
		SP:Iteration 2F (48581.580000 sec): 3 clusters
  Score: Raw -1502463.295186 + Penalty 3190.862542 = -1499272.432644
  nChanged 901
		SP:Iteration 3Q (48581.870000 sec): 3 clusters
  Score: Raw -1502848.088833 + Penalty 3190.862542 = -1499657.226291
  nChanged 877
		SP:Iteration 4Q (48582.160000 sec): 3 clusters
  Score: Raw -1503264.526532 + Penalty 3190.862542 = -1500073.663990
  nChanged 917
		SP:Iteration 5Q (48582.480000 sec): 3 clusters
  Score: Raw -1503752.613751 + Penalty 3190.862542 = -1500561.751209
  nChanged 919
		SP:Iteration 6F (48582.780000 sec): 3 clusters
  Score: Raw -1504284.954911 + Penalty 3190.862542 = -1501094.092369
  nChanged 956
		SP:Iteration 7F (48583.090000 sec): 3 clusters
  Score: Raw -1504878.234473 + Penalty 3190.862542 = -1501687.371931
  nChanged 876
		SP:Iteration 8Q (48583.410000 sec): 3 clusters
  Score: Raw -1505421.102398 + Penalty 3190.862542 = -1502230.239856
  nChanged 845
		SP:Iteration 9Q (48583.700000 sec): 3 clusters
  Score: Raw -1505967.570196 + Penalty 3190.862542 = -1502776.707654
  nChanged 720
		SP:Iteration 10Q (48584.020000 sec): 3 clusters
  Score: Raw -1506437.927202 + Penalty 3190.862542 = -1503247.064660
  nChanged 610
		SP:Iteration 11Q (48584.340000 sec): 3 clusters
  Score: Raw -1506801.273324 + Penalty 3190.862542 = -1503610.410782
  nChanged 485
		SP:Iteration 12Q (48584.660000 sec): 3 clusters
  Score: Raw -1507083.015646 + Penalty 3190.862542 = -1503892.153104
  nChanged 436
		SP:Iteration 13Q (48585.020000 sec): 3 clusters
  Score: Raw -1507344.370210 + Penalty 3190.862542 = -1504153.507668
  nChanged 410
		SP:Iteration 14Q (48585.300000 sec): 3 clusters
  Score: Raw -1507618.516072 + Penalty 3190.862542 = -1504427.653530
  nChanged 324
		SP:Iteration 15Q (48585.620000 sec): 3 clusters
  Score: Raw -1507826.411290 + Penalty 3190.862542 = -1504635.548748
  nChanged 261
		SP:Iteration 16Q (48585.950000 sec): 3 clusters
  Score: Raw -1507982.931911 + Penalty 3190.862542 = -1504792.069369
  nChanged 182
		SP:Iteration 17Q (48586.230000 sec): 3 clusters
  Score: Raw -1508085.942090 + Penalty 3190.862542 = -1504895.079548
  nChanged 154
		SP:Iteration 18Q (48586.510000 sec): 3 clusters
  Score: Raw -1508158.194152 + Penalty 3190.862542 = -1504967.331610
  nChanged 126
		SP:Iteration 19Q (48586.820000 sec): 3 clusters
  Score: Raw -1508223.604725 + Penalty 3190.862542 = -1505032.742183
  nChanged 120
		SP:Iteration 20F (48587.140000 sec): 3 clusters
  Score: Raw -1508294.670424 + Penalty 3190.862542 = -1505103.807882
  nChanged 117
		SP:Iteration 21Q (48587.460000 sec): 3 clusters
  Score: Raw -1508363.744504 + Penalty 3190.862542 = -1505172.881962
  nChanged 104
		SP:Iteration 22Q (48587.770000 sec): 3 clusters
  Score: Raw -1508427.491384 + Penalty 3190.862542 = -1505236.628842
  nChanged 74
		SP:Iteration 23Q (48588.090000 sec): 3 clusters
  Score: Raw -1508472.783337 + Penalty 3190.862542 = -1505281.920795
  nChanged 60
		SP:Iteration 24Q (48588.420000 sec): 3 clusters
  Score: Raw -1508509.280806 + Penalty 3190.862542 = -1505318.418264
  nChanged 64
		SP:Iteration 25Q (48588.730000 sec): 3 clusters
  Score: Raw -1508545.710586 + Penalty 3190.862542 = -1505354.848044
  nChanged 61
		SP:Iteration 26Q (48589.050000 sec): 3 clusters
  Score: Raw -1508583.861495 + Penalty 3190.862542 = -1505392.998954
  nChanged 61
		SP:Iteration 27Q (48589.370000 sec): 3 clusters
  Score: Raw -1508618.859154 + Penalty 3190.862542 = -1505427.996612
  nChanged 40
		SP:Iteration 28Q (48589.660000 sec): 3 clusters
  Score: Raw -1508638.293676 + Penalty 3190.862542 = -1505447.431134
  nChanged 36
		SP:Iteration 29Q (48589.940000 sec): 3 clusters
  Score: Raw -1508653.763946 + Penalty 3190.862542 = -1505462.901404
  nChanged 22
		SP:Iteration 30Q (48590.280000 sec): 3 clusters
  Score: Raw -1508661.236790 + Penalty 3190.862542 = -1505470.374249
  nChanged 17
		SP:Iteration 31Q (48590.570000 sec): 3 clusters
  Score: Raw -1508666.666335 + Penalty 3190.862542 = -1505475.803793
  nChanged 13
		SP:Iteration 32Q (48590.910000 sec): 3 clusters
  Score: Raw -1508671.891877 + Penalty 3190.862542 = -1505481.029335
  nChanged 13
		SP:Iteration 33Q (48591.200000 sec): 3 clusters
  Score: Raw -1508676.238497 + Penalty 3190.862542 = -1505485.375955
  nChanged 11
		SP:Iteration 34Q (48591.510000 sec): 3 clusters
  Score: Raw -1508680.683205 + Penalty 3190.862542 = -1505489.820664
  nChanged 13
		SP:Iteration 35Q (48591.810000 sec): 3 clusters
  Score: Raw -1508687.887220 + Penalty 3190.862542 = -1505497.024678
  nChanged 13
		SP:Iteration 36Q (48592.130000 sec): 3 clusters
  Score: Raw -1508694.946702 + Penalty 3190.862542 = -1505504.084160
  nChanged 13
		SP:Iteration 37Q (48592.450000 sec): 3 clusters
  Score: Raw -1508702.453621 + Penalty 3190.862542 = -1505511.591079
  nChanged 18
		SP:Iteration 38Q (48592.760000 sec): 3 clusters
  Score: Raw -1508712.003271 + Penalty 3190.862542 = -1505521.140729
  nChanged 20
		SP:Iteration 39Q (48593.070000 sec): 3 clusters
  Score: Raw -1508722.386750 + Penalty 3190.862542 = -1505531.524208
  nChanged 18
		SP:Iteration 40F (48593.480000 sec): 3 clusters
  Score: Raw -1508731.476602 + Penalty 3190.862542 = -1505540.614060
  nChanged 19
		SP:Iteration 41Q (48593.740000 sec): 3 clusters
  Score: Raw -1508739.057887 + Penalty 3190.862542 = -1505548.195345
  nChanged 14
		SP:Iteration 42Q (48594.050000 sec): 3 clusters
  Score: Raw -1508744.692461 + Penalty 3190.862542 = -1505553.829919
  nChanged 10
		SP:Iteration 43Q (48594.360000 sec): 3 clusters
  Score: Raw -1508750.160757 + Penalty 3190.862542 = -1505559.298215
  nChanged 9
		SP:Iteration 44Q (48594.680000 sec): 3 clusters
  Score: Raw -1508753.200886 + Penalty 3190.862542 = -1505562.338344
  nChanged 3
		SP:Iteration 45Q (48595.000000 sec): 3 clusters
  Score: Raw -1508753.826477 + Penalty 3190.862542 = -1505562.963935
  nChanged 4
		SP:Iteration 46Q (48595.330000 sec): 3 clusters
  Score: Raw -1508754.989705 + Penalty 3190.862542 = -1505564.127163
  nChanged 4
		SP:Iteration 47Q (48595.650000 sec): 3 clusters
  Score: Raw -1508756.137224 + Penalty 3190.862542 = -1505565.274682
  nChanged 2
		SP:Iteration 48Q (48595.970000 sec): 3 clusters
  Score: Raw -1508756.477407 + Penalty 3190.862542 = -1505565.614865
  nChanged 2
		SP:Iteration 49Q (48596.350000 sec): 3 clusters
  Score: Raw -1508756.794798 + Penalty 3190.862542 = -1505565.932256
  nChanged 1
		SP:Iteration 50Q (48596.640000 sec): 3 clusters
  Score: Raw -1508756.960887 + Penalty 3190.862542 = -1505566.098345
  nChanged 2
		SP:Iteration 51Q (48596.970000 sec): 3 clusters
  Score: Raw -1508757.845416 + Penalty 3190.862542 = -1505566.982874
  nChanged 2
		SP:Iteration 52Q (48597.270000 sec): 3 clusters
  Score: Raw -1508758.288057 + Penalty 3190.862542 = -1505567.425515
  nChanged 1
		SP:Iteration 53Q (48597.590000 sec): 3 clusters
  Score: Raw -1508758.631944 + Penalty 3190.862542 = -1505567.769402
  nChanged 1
		SP:Iteration 54Q (48597.950000 sec): 3 clusters
  Score: Raw -1508758.815994 + Penalty 3190.862542 = -1505567.953452
  nChanged 2
		SP:Iteration 55Q (48598.250000 sec): 3 clusters
  Score: Raw -1508759.118020 + Penalty 3190.862542 = -1505568.255478
  nChanged 0
		SP:Iteration 56F (48598.550000 sec): 3 clusters
  Score: Raw -1508759.118020 + Penalty 3190.862542 = -1505568.255478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48598.620000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48598.780000 sec): 3 clusters
  Score: Raw -197053.588137 + Penalty 2547.333398 = -194506.254739
  nChanged 907
		SP:Iteration 1F (48598.940000 sec): 3 clusters
  Score: Raw -197639.608344 + Penalty 2547.333398 = -195092.274946
  nChanged 210
		SP:Iteration 2F (48599.100000 sec): 3 clusters
  Score: Raw -197784.888762 + Penalty 2547.333398 = -195237.555364
  nChanged 134
		SP:Iteration 3F (48599.260000 sec): 3 clusters
  Score: Raw -197869.537826 + Penalty 2547.333398 = -195322.204428
  nChanged 112
		SP:Iteration 4Q (48599.420000 sec): 3 clusters
  Score: Raw -197951.165870 + Penalty 2547.333398 = -195403.832473
  nChanged 97
		SP:Iteration 5Q (48599.580000 sec): 3 clusters
  Score: Raw -198013.543583 + Penalty 2547.333398 = -195466.210186
  nChanged 93
		SP:Iteration 6Q (48599.740000 sec): 3 clusters
  Score: Raw -198084.745004 + Penalty 2547.333398 = -195537.411606
  nChanged 96
		SP:Iteration 7Q (48599.900000 sec): 3 clusters
  Score: Raw -198148.504548 + Penalty 2547.333398 = -195601.171150
  nChanged 88
		SP:Iteration 8Q (48600.060000 sec): 3 clusters
  Score: Raw -198205.266063 + Penalty 2547.333398 = -195657.932666
  nChanged 61
		SP:Iteration 9Q (48600.240000 sec): 3 clusters
  Score: Raw -198251.239776 + Penalty 2547.333398 = -195703.906378
  nChanged 54
		SP:Iteration 10Q (48600.410000 sec): 3 clusters
  Score: Raw -198284.465176 + Penalty 2547.333398 = -195737.131778
  nChanged 40
		SP:Iteration 11Q (48600.590000 sec): 3 clusters
  Score: Raw -198310.472748 + Penalty 2547.333398 = -195763.139350
  nChanged 36
		SP:Iteration 12Q (48600.760000 sec): 3 clusters
  Score: Raw -198333.060373 + Penalty 2547.333398 = -195785.726975
  nChanged 32
		SP:Iteration 13Q (48600.940000 sec): 3 clusters
  Score: Raw -198353.643125 + Penalty 2547.333398 = -195806.309727
  nChanged 32
		SP:Iteration 14Q (48601.110000 sec): 3 clusters
  Score: Raw -198373.292654 + Penalty 2547.333398 = -195825.959256
  nChanged 30
		SP:Iteration 15Q (48601.290000 sec): 3 clusters
  Score: Raw -198389.196236 + Penalty 2547.333398 = -195841.862838
  nChanged 23
		SP:Iteration 16Q (48601.460000 sec): 3 clusters
  Score: Raw -198399.455507 + Penalty 2547.333398 = -195852.122110
  nChanged 13
		SP:Iteration 17Q (48601.640000 sec): 3 clusters
  Score: Raw -198404.708454 + Penalty 2547.333398 = -195857.375056
  nChanged 4
		SP:Iteration 18Q (48601.820000 sec): 3 clusters
  Score: Raw -198407.247070 + Penalty 2547.333398 = -195859.913672
  nChanged 6
		SP:Iteration 19Q (48602.040000 sec): 3 clusters
  Score: Raw -198410.540757 + Penalty 2547.333398 = -195863.207359
  nChanged 5
		SP:Iteration 20F (48602.200000 sec): 3 clusters
  Score: Raw -198412.579231 + Penalty 2547.333398 = -195865.245833
  nChanged 6
		SP:Iteration 21Q (48602.360000 sec): 3 clusters
  Score: Raw -198415.306932 + Penalty 2547.333398 = -195867.973534
  nChanged 3
		SP:Iteration 22Q (48602.520000 sec): 3 clusters
  Score: Raw -198416.696924 + Penalty 2547.333398 = -195869.363526
  nChanged 3
		SP:Iteration 23Q (48602.700000 sec): 3 clusters
  Score: Raw -198418.061996 + Penalty 2547.333398 = -195870.728599
  nChanged 2
		SP:Iteration 24Q (48602.870000 sec): 3 clusters
  Score: Raw -198419.061118 + Penalty 2547.333398 = -195871.727720
  nChanged 1
		SP:Iteration 25Q (48603.050000 sec): 3 clusters
  Score: Raw -198419.546706 + Penalty 2547.333398 = -195872.213308
  nChanged 1
		SP:Iteration 26Q (48603.220000 sec): 3 clusters
  Score: Raw -198419.863483 + Penalty 2547.333398 = -195872.530086
  nChanged 2
		SP:Iteration 27Q (48603.400000 sec): 3 clusters
  Score: Raw -198421.757345 + Penalty 2547.333398 = -195874.423948
  nChanged 4
		SP:Iteration 28Q (48603.580000 sec): 3 clusters
  Score: Raw -198424.638762 + Penalty 2547.333398 = -195877.305364
  nChanged 5
		SP:Iteration 29Q (48603.750000 sec): 3 clusters
  Score: Raw -198427.255781 + Penalty 2547.333398 = -195879.922384
  nChanged 3
		SP:Iteration 30Q (48603.930000 sec): 3 clusters
  Score: Raw -198428.806763 + Penalty 2547.333398 = -195881.473365
  nChanged 2
		SP:Iteration 31Q (48604.100000 sec): 3 clusters
  Score: Raw -198429.427060 + Penalty 2547.333398 = -195882.093663
  nChanged 1
		SP:Iteration 32Q (48604.280000 sec): 3 clusters
  Score: Raw -198429.749580 + Penalty 2547.333398 = -195882.416183
  nChanged 0
		SP:Iteration 33F (48604.460000 sec): 3 clusters
  Score: Raw -198429.749580 + Penalty 2547.333398 = -195882.416183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48604.540000 sec): 2 clusters
  Score: Raw -78783.009978 + Penalty 1146.348069 = -77636.661909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48604.720000 sec): 3 clusters
  Score: Raw -78420.803970 + Penalty 2292.696139 = -76128.107831
  nChanged 367
		SP:Iteration 1F (48604.900000 sec): 3 clusters
  Score: Raw -78793.055585 + Penalty 2292.696139 = -76500.359446
  nChanged 113
		SP:Iteration 2F (48605.070000 sec): 3 clusters
  Score: Raw -78913.489386 + Penalty 2292.696139 = -76620.793247
  nChanged 65
		SP:Iteration 3F (48605.250000 sec): 3 clusters
  Score: Raw -78979.728906 + Penalty 2292.696139 = -76687.032767
  nChanged 39
		SP:Iteration 4Q (48605.420000 sec): 3 clusters
  Score: Raw -79016.893521 + Penalty 2292.696139 = -76724.197382
  nChanged 25
		SP:Iteration 5Q (48605.600000 sec): 3 clusters
  Score: Raw -79051.143534 + Penalty 2292.696139 = -76758.447395
  nChanged 19
		SP:Iteration 6Q (48605.770000 sec): 3 clusters
  Score: Raw -79075.193981 + Penalty 2292.696139 = -76782.497842
  nChanged 14
		SP:Iteration 7Q (48605.950000 sec): 3 clusters
  Score: Raw -79092.568536 + Penalty 2292.696139 = -76799.872397
  nChanged 8
		SP:Iteration 8Q (48606.120000 sec): 3 clusters
  Score: Raw -79102.305678 + Penalty 2292.696139 = -76809.609539
  nChanged 6
		SP:Iteration 9Q (48606.300000 sec): 3 clusters
  Score: Raw -79107.631751 + Penalty 2292.696139 = -76814.935612
  nChanged 2
		SP:Iteration 10Q (48606.480000 sec): 3 clusters
  Score: Raw -79112.294095 + Penalty 2292.696139 = -76819.597956
  nChanged 4
		SP:Iteration 11Q (48606.650000 sec): 3 clusters
  Score: Raw -79124.908251 + Penalty 2292.696139 = -76832.212112
  nChanged 6
		SP:Iteration 12Q (48606.830000 sec): 3 clusters
  Score: Raw -79129.937724 + Penalty 2292.696139 = -76837.241585
  nChanged 8
		SP:Iteration 13Q (48607.000000 sec): 3 clusters
  Score: Raw -79138.722242 + Penalty 2292.696139 = -76846.026104
  nChanged 8
		SP:Iteration 14Q (48607.180000 sec): 3 clusters
  Score: Raw -79151.238597 + Penalty 2292.696139 = -76858.542458
  nChanged 10
		SP:Iteration 15Q (48607.360000 sec): 3 clusters
  Score: Raw -79159.480450 + Penalty 2292.696139 = -76866.784311
  nChanged 9
		SP:Iteration 16Q (48607.530000 sec): 3 clusters
  Score: Raw -79171.066770 + Penalty 2292.696139 = -76878.370632
  nChanged 6
		SP:Iteration 17Q (48607.710000 sec): 3 clusters
  Score: Raw -79176.081410 + Penalty 2292.696139 = -76883.385271
  nChanged 6
		SP:Iteration 18Q (48607.880000 sec): 3 clusters
  Score: Raw -79181.305743 + Penalty 2292.696139 = -76888.609604
  nChanged 3
		SP:Iteration 19Q (48608.060000 sec): 3 clusters
  Score: Raw -79183.638188 + Penalty 2292.696139 = -76890.942049
  nChanged 0
		SP:Iteration 20F (48608.240000 sec): 3 clusters
  Score: Raw -79183.638188 + Penalty 2292.696139 = -76890.942049
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48608.370000 sec): 2 clusters
  Score: Raw -534080.440624 + Penalty 1435.532417 = -532644.908208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48608.570000 sec): 3 clusters
  Score: Raw -530391.800669 + Penalty 2871.064833 = -527520.735836
  nChanged 2910
		SP:Iteration 1F (48608.760000 sec): 3 clusters
  Score: Raw -532056.695120 + Penalty 2871.064833 = -529185.630286
  nChanged 566
		SP:Iteration 2F (48608.950000 sec): 3 clusters
  Score: Raw -532422.008492 + Penalty 2871.064833 = -529550.943658
  nChanged 487
		SP:Iteration 3F (48609.150000 sec): 3 clusters
  Score: Raw -532758.781846 + Penalty 2871.064833 = -529887.717013
  nChanged 428
		SP:Iteration 4F (48609.350000 sec): 3 clusters
  Score: Raw -533044.702186 + Penalty 2871.064833 = -530173.637352
  nChanged 394
		SP:Iteration 5F (48609.550000 sec): 3 clusters
  Score: Raw -533316.230975 + Penalty 2871.064833 = -530445.166142
  nChanged 353
		SP:Iteration 6F (48609.740000 sec): 3 clusters
  Score: Raw -533533.782576 + Penalty 2871.064833 = -530662.717742
  nChanged 281
		SP:Iteration 7Q (48609.940000 sec): 3 clusters
  Score: Raw -533663.478773 + Penalty 2871.064833 = -530792.413940
  nChanged 218
		SP:Iteration 8Q (48610.140000 sec): 3 clusters
  Score: Raw -533762.059548 + Penalty 2871.064833 = -530890.994715
  nChanged 170
		SP:Iteration 9Q (48610.350000 sec): 3 clusters
  Score: Raw -533842.636828 + Penalty 2871.064833 = -530971.571994
  nChanged 128
		SP:Iteration 10Q (48610.560000 sec): 3 clusters
  Score: Raw -533900.807689 + Penalty 2871.064833 = -531029.742856
  nChanged 111
		SP:Iteration 11Q (48610.770000 sec): 3 clusters
  Score: Raw -533936.346651 + Penalty 2871.064833 = -531065.281818
  nChanged 79
		SP:Iteration 12Q (48610.980000 sec): 3 clusters
  Score: Raw -533961.539451 + Penalty 2871.064833 = -531090.474617
  nChanged 56
		SP:Iteration 13Q (48611.180000 sec): 3 clusters
  Score: Raw -533977.236950 + Penalty 2871.064833 = -531106.172116
  nChanged 48
		SP:Iteration 14Q (48611.380000 sec): 3 clusters
  Score: Raw -533991.386382 + Penalty 2871.064833 = -531120.321548
  nChanged 57
		SP:Iteration 15Q (48611.590000 sec): 3 clusters
  Score: Raw -534009.552443 + Penalty 2871.064833 = -531138.487610
  nChanged 49
		SP:Iteration 16Q (48611.820000 sec): 3 clusters
  Score: Raw -534023.895410 + Penalty 2871.064833 = -531152.830577
  nChanged 37
		SP:Iteration 17Q (48611.990000 sec): 3 clusters
  Score: Raw -534035.932997 + Penalty 2871.064833 = -531164.868164
  nChanged 45
		SP:Iteration 18Q (48612.200000 sec): 3 clusters
  Score: Raw -534052.615623 + Penalty 2871.064833 = -531181.550790
  nChanged 60
		SP:Iteration 19Q (48612.400000 sec): 3 clusters
  Score: Raw -534071.892003 + Penalty 2871.064833 = -531200.827170
  nChanged 48
		SP:Iteration 20F (48612.580000 sec): 3 clusters
  Score: Raw -534084.877560 + Penalty 2871.064833 = -531213.812727
  nChanged 39
		SP:Iteration 21Q (48612.770000 sec): 3 clusters
  Score: Raw -534092.982862 + Penalty 2871.064833 = -531221.918029
  nChanged 30
		SP:Iteration 22Q (48612.970000 sec): 3 clusters
  Score: Raw -534098.336392 + Penalty 2871.064833 = -531227.271559
  nChanged 26
		SP:Iteration 23Q (48613.160000 sec): 3 clusters
  Score: Raw -534103.184343 + Penalty 2871.064833 = -531232.119509
  nChanged 19
		SP:Iteration 24Q (48613.350000 sec): 3 clusters
  Score: Raw -534106.749450 + Penalty 2871.064833 = -531235.684616
  nChanged 21
		SP:Iteration 25Q (48613.540000 sec): 3 clusters
  Score: Raw -534110.485469 + Penalty 2871.064833 = -531239.420635
  nChanged 20
		SP:Iteration 26Q (48613.790000 sec): 3 clusters
  Score: Raw -534114.943994 + Penalty 2871.064833 = -531243.879160
  nChanged 29
		SP:Iteration 27Q (48613.990000 sec): 3 clusters
  Score: Raw -534120.356113 + Penalty 2871.064833 = -531249.291280
  nChanged 19
		SP:Iteration 28Q (48614.190000 sec): 3 clusters
  Score: Raw -534123.277966 + Penalty 2871.064833 = -531252.213132
  nChanged 12
		SP:Iteration 29Q (48614.410000 sec): 3 clusters
  Score: Raw -534124.775118 + Penalty 2871.064833 = -531253.710285
  nChanged 8
		SP:Iteration 30Q (48614.620000 sec): 3 clusters
  Score: Raw -534126.441506 + Penalty 2871.064833 = -531255.376672
  nChanged 16
		SP:Iteration 31Q (48614.810000 sec): 3 clusters
  Score: Raw -534129.244955 + Penalty 2871.064833 = -531258.180121
  nChanged 16
		SP:Iteration 32Q (48615.010000 sec): 3 clusters
  Score: Raw -534131.603812 + Penalty 2871.064833 = -531260.538979
  nChanged 17
		SP:Iteration 33Q (48615.210000 sec): 3 clusters
  Score: Raw -534134.231745 + Penalty 2871.064833 = -531263.166911
  nChanged 19
		SP:Iteration 34Q (48615.410000 sec): 3 clusters
  Score: Raw -534137.133506 + Penalty 2871.064833 = -531266.068673
  nChanged 15
		SP:Iteration 35Q (48615.610000 sec): 3 clusters
  Score: Raw -534139.229948 + Penalty 2871.064833 = -531268.165114
  nChanged 13
		SP:Iteration 36Q (48615.820000 sec): 3 clusters
  Score: Raw -534140.956312 + Penalty 2871.064833 = -531269.891478
  nChanged 7
		SP:Iteration 37Q (48616.020000 sec): 3 clusters
  Score: Raw -534141.821476 + Penalty 2871.064833 = -531270.756643
  nChanged 7
		SP:Iteration 38Q (48616.220000 sec): 3 clusters
  Score: Raw -534142.893064 + Penalty 2871.064833 = -531271.828230
  nChanged 7
		SP:Iteration 39Q (48616.420000 sec): 3 clusters
  Score: Raw -534144.186489 + Penalty 2871.064833 = -531273.121655
  nChanged 9
		SP:Iteration 40F (48616.620000 sec): 3 clusters
  Score: Raw -534145.909516 + Penalty 2871.064833 = -531274.844683
  nChanged 15
		SP:Iteration 41Q (48616.820000 sec): 3 clusters
  Score: Raw -534148.687674 + Penalty 2871.064833 = -531277.622841
  nChanged 14
		SP:Iteration 42Q (48617.020000 sec): 3 clusters
  Score: Raw -534150.433247 + Penalty 2871.064833 = -531279.368414
  nChanged 12
		SP:Iteration 43Q (48617.220000 sec): 3 clusters
  Score: Raw -534152.454568 + Penalty 2871.064833 = -531281.389734
  nChanged 13
		SP:Iteration 44Q (48617.420000 sec): 3 clusters
  Score: Raw -534154.555342 + Penalty 2871.064833 = -531283.490509
  nChanged 12
		SP:Iteration 45Q (48617.610000 sec): 3 clusters
  Score: Raw -534156.195259 + Penalty 2871.064833 = -531285.130426
  nChanged 7
		SP:Iteration 46Q (48617.810000 sec): 3 clusters
  Score: Raw -534157.130352 + Penalty 2871.064833 = -531286.065519
  nChanged 5
		SP:Iteration 47Q (48618.010000 sec): 3 clusters
  Score: Raw -534157.756543 + Penalty 2871.064833 = -531286.691709
  nChanged 3
		SP:Iteration 48Q (48618.200000 sec): 3 clusters
  Score: Raw -534158.042831 + Penalty 2871.064833 = -531286.977997
  nChanged 4
		SP:Iteration 49Q (48618.410000 sec): 3 clusters
  Score: Raw -534158.442887 + Penalty 2871.064833 = -531287.378054
  nChanged 2
		SP:Iteration 50Q (48618.590000 sec): 3 clusters
  Score: Raw -534158.761475 + Penalty 2871.064833 = -531287.696641
  nChanged 3
		SP:Iteration 51Q (48618.780000 sec): 3 clusters
  Score: Raw -534159.085514 + Penalty 2871.064833 = -531288.020681
  nChanged 2
		SP:Iteration 52Q (48618.980000 sec): 3 clusters
  Score: Raw -534159.551458 + Penalty 2871.064833 = -531288.486625
  nChanged 5
		SP:Iteration 53Q (48619.180000 sec): 3 clusters
  Score: Raw -534160.032330 + Penalty 2871.064833 = -531288.967496
  nChanged 3
		SP:Iteration 54Q (48619.400000 sec): 3 clusters
  Score: Raw -534160.465983 + Penalty 2871.064833 = -531289.401149
  nChanged 1
		SP:Iteration 55Q (48619.610000 sec): 3 clusters
  Score: Raw -534160.627724 + Penalty 2871.064833 = -531289.562890
  nChanged 1
		SP:Iteration 56Q (48619.820000 sec): 3 clusters
  Score: Raw -534160.706488 + Penalty 2871.064833 = -531289.641655
  nChanged 1
		SP:Iteration 57Q (48620.030000 sec): 3 clusters
  Score: Raw -534160.771311 + Penalty 2871.064833 = -531289.706478
  nChanged 0
		SP:Iteration 58F (48620.230000 sec): 3 clusters
  Score: Raw -534160.771311 + Penalty 2871.064833 = -531289.706478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48620.340000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48620.500000 sec): 3 clusters
  Score: Raw -103127.652232 + Penalty 2333.275090 = -100794.377142
  nChanged 411
		SP:Iteration 1F (48620.670000 sec): 3 clusters
  Score: Raw -103506.705505 + Penalty 2333.275090 = -101173.430415
  nChanged 121
		SP:Iteration 2F (48620.800000 sec): 3 clusters
  Score: Raw -103641.207609 + Penalty 2333.275090 = -101307.932519
  nChanged 68
		SP:Iteration 3F (48620.980000 sec): 3 clusters
  Score: Raw -103727.746963 + Penalty 2333.275090 = -101394.471873
  nChanged 56
		SP:Iteration 4Q (48621.150000 sec): 3 clusters
  Score: Raw -103802.801754 + Penalty 2333.275090 = -101469.526664
  nChanged 58
		SP:Iteration 5Q (48621.330000 sec): 3 clusters
  Score: Raw -103883.652954 + Penalty 2333.275090 = -101550.377864
  nChanged 61
		SP:Iteration 6Q (48621.500000 sec): 3 clusters
  Score: Raw -103965.921965 + Penalty 2333.275090 = -101632.646874
  nChanged 43
		SP:Iteration 7Q (48621.680000 sec): 3 clusters
  Score: Raw -104011.567200 + Penalty 2333.275090 = -101678.292110
  nChanged 34
		SP:Iteration 8Q (48621.860000 sec): 3 clusters
  Score: Raw -104049.745756 + Penalty 2333.275090 = -101716.470666
  nChanged 22
		SP:Iteration 9Q (48622.030000 sec): 3 clusters
  Score: Raw -104069.146646 + Penalty 2333.275090 = -101735.871555
  nChanged 13
		SP:Iteration 10Q (48622.210000 sec): 3 clusters
  Score: Raw -104083.963943 + Penalty 2333.275090 = -101750.688853
  nChanged 11
		SP:Iteration 11Q (48622.380000 sec): 3 clusters
  Score: Raw -104095.235785 + Penalty 2333.275090 = -101761.960694
  nChanged 9
		SP:Iteration 12Q (48622.560000 sec): 3 clusters
  Score: Raw -104101.006860 + Penalty 2333.275090 = -101767.731770
  nChanged 9
		SP:Iteration 13Q (48622.740000 sec): 3 clusters
  Score: Raw -104106.564905 + Penalty 2333.275090 = -101773.289815
  nChanged 5
		SP:Iteration 14Q (48622.910000 sec): 3 clusters
  Score: Raw -104109.540949 + Penalty 2333.275090 = -101776.265859
  nChanged 2
		SP:Iteration 15Q (48623.090000 sec): 3 clusters
  Score: Raw -104110.091783 + Penalty 2333.275090 = -101776.816693
  nChanged 2
		SP:Iteration 16Q (48623.260000 sec): 3 clusters
  Score: Raw -104111.174486 + Penalty 2333.275090 = -101777.899396
  nChanged 3
		SP:Iteration 17Q (48623.440000 sec): 3 clusters
  Score: Raw -104112.602169 + Penalty 2333.275090 = -101779.327079
  nChanged 2
		SP:Iteration 18Q (48623.620000 sec): 3 clusters
  Score: Raw -104113.464583 + Penalty 2333.275090 = -101780.189493
  nChanged 1
		SP:Iteration 19Q (48623.790000 sec): 3 clusters
  Score: Raw -104113.673832 + Penalty 2333.275090 = -101780.398742
  nChanged 0
		SP:Iteration 20F (48623.960000 sec): 3 clusters
  Score: Raw -104113.673832 + Penalty 2333.275090 = -101780.398742
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48624.050000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48624.230000 sec): 3 clusters
  Score: Raw -43671.203774 + Penalty 2028.089650 = -41643.114124
  nChanged 127
		SP:Iteration 1F (48624.400000 sec): 3 clusters
  Score: Raw -43818.280996 + Penalty 2028.089650 = -41790.191346
  nChanged 23
		SP:Iteration 2Q (48624.580000 sec): 3 clusters
  Score: Raw -43860.421897 + Penalty 2028.089650 = -41832.332247
  nChanged 11
		SP:Iteration 3Q (48624.800000 sec): 3 clusters
  Score: Raw -43880.121374 + Penalty 2028.089650 = -41852.031724
  nChanged 7
		SP:Iteration 4Q (48624.980000 sec): 3 clusters
  Score: Raw -43886.343111 + Penalty 2028.089650 = -41858.253461
  nChanged 3
		SP:Iteration 5Q (48625.150000 sec): 3 clusters
  Score: Raw -43890.903983 + Penalty 2028.089650 = -41862.814333
  nChanged 2
		SP:Iteration 6Q (48625.320000 sec): 3 clusters
  Score: Raw -43893.895937 + Penalty 2028.089650 = -41865.806288
  nChanged 1
		SP:Iteration 7Q (48625.500000 sec): 3 clusters
  Score: Raw -43897.266868 + Penalty 2028.089650 = -41869.177218
  nChanged 1
		SP:Iteration 8Q (48625.670000 sec): 3 clusters
  Score: Raw -43897.913230 + Penalty 2028.089650 = -41869.823580
  nChanged 1
		SP:Iteration 9Q (48625.840000 sec): 3 clusters
  Score: Raw -43901.960423 + Penalty 2028.089650 = -41873.870773
  nChanged 2
		SP:Iteration 10Q (48626.020000 sec): 3 clusters
  Score: Raw -43903.973530 + Penalty 2028.089650 = -41875.883880
  nChanged 0
		SP:Iteration 11F (48626.190000 sec): 3 clusters
  Score: Raw -43903.973530 + Penalty 2028.089650 = -41875.883880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48626.260000 sec): 2 clusters
  Score: Raw -228793.377621 + Penalty 1293.325555 = -227500.052066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48626.410000 sec): 3 clusters
  Score: Raw -227457.295733 + Penalty 2586.651110 = -224870.644623
  nChanged 1079
		SP:Iteration 1F (48626.560000 sec): 3 clusters
  Score: Raw -228238.423933 + Penalty 2586.651110 = -225651.772823
  nChanged 291
		SP:Iteration 2F (48626.730000 sec): 3 clusters
  Score: Raw -228502.884000 + Penalty 2586.651110 = -225916.232890
  nChanged 192
		SP:Iteration 3F (48626.910000 sec): 3 clusters
  Score: Raw -228656.340202 + Penalty 2586.651110 = -226069.689091
  nChanged 137
		SP:Iteration 4Q (48627.080000 sec): 3 clusters
  Score: Raw -228766.507760 + Penalty 2586.651110 = -226179.856650
  nChanged 120
		SP:Iteration 5Q (48627.250000 sec): 3 clusters
  Score: Raw -228861.373062 + Penalty 2586.651110 = -226274.721952
  nChanged 78
		SP:Iteration 6Q (48627.430000 sec): 3 clusters
  Score: Raw -228903.910071 + Penalty 2586.651110 = -226317.258961
  nChanged 51
		SP:Iteration 7Q (48627.600000 sec): 3 clusters
  Score: Raw -228929.609981 + Penalty 2586.651110 = -226342.958870
  nChanged 43
		SP:Iteration 8Q (48627.780000 sec): 3 clusters
  Score: Raw -228953.427969 + Penalty 2586.651110 = -226366.776858
  nChanged 36
		SP:Iteration 9Q (48627.950000 sec): 3 clusters
  Score: Raw -228972.100992 + Penalty 2586.651110 = -226385.449882
  nChanged 24
		SP:Iteration 10Q (48628.160000 sec): 3 clusters
  Score: Raw -228984.189441 + Penalty 2586.651110 = -226397.538331
  nChanged 23
		SP:Iteration 11Q (48628.320000 sec): 3 clusters
  Score: Raw -228993.546764 + Penalty 2586.651110 = -226406.895654
  nChanged 12
		SP:Iteration 12Q (48628.470000 sec): 3 clusters
  Score: Raw -228999.561293 + Penalty 2586.651110 = -226412.910183
  nChanged 10
		SP:Iteration 13Q (48628.640000 sec): 3 clusters
  Score: Raw -229003.929140 + Penalty 2586.651110 = -226417.278030
  nChanged 6
		SP:Iteration 14Q (48628.790000 sec): 3 clusters
  Score: Raw -229006.306415 + Penalty 2586.651110 = -226419.655304
  nChanged 5
		SP:Iteration 15Q (48628.940000 sec): 3 clusters
  Score: Raw -229008.967565 + Penalty 2586.651110 = -226422.316455
  nChanged 7
		SP:Iteration 16Q (48629.100000 sec): 3 clusters
  Score: Raw -229011.101145 + Penalty 2586.651110 = -226424.450035
  nChanged 6
		SP:Iteration 17Q (48629.250000 sec): 3 clusters
  Score: Raw -229012.954946 + Penalty 2586.651110 = -226426.303835
  nChanged 4
		SP:Iteration 18Q (48629.400000 sec): 3 clusters
  Score: Raw -229014.336876 + Penalty 2586.651110 = -226427.685766
  nChanged 5
		SP:Iteration 19Q (48629.540000 sec): 3 clusters
  Score: Raw -229016.179857 + Penalty 2586.651110 = -226429.528747
  nChanged 6
		SP:Iteration 20F (48629.720000 sec): 3 clusters
  Score: Raw -229018.236087 + Penalty 2586.651110 = -226431.584977
  nChanged 6
		SP:Iteration 21Q (48629.890000 sec): 3 clusters
  Score: Raw -229020.784589 + Penalty 2586.651110 = -226434.133479
  nChanged 4
		SP:Iteration 22Q (48630.070000 sec): 3 clusters
  Score: Raw -229022.224879 + Penalty 2586.651110 = -226435.573769
  nChanged 3
		SP:Iteration 23Q (48630.250000 sec): 3 clusters
  Score: Raw -229024.979655 + Penalty 2586.651110 = -226438.328545
  nChanged 5
		SP:Iteration 24Q (48630.420000 sec): 3 clusters
  Score: Raw -229026.849169 + Penalty 2586.651110 = -226440.198059
  nChanged 7
		SP:Iteration 25Q (48630.600000 sec): 3 clusters
  Score: Raw -229028.845207 + Penalty 2586.651110 = -226442.194097
  nChanged 4
		SP:Iteration 26Q (48630.770000 sec): 3 clusters
  Score: Raw -229029.846182 + Penalty 2586.651110 = -226443.195072
  nChanged 4
		SP:Iteration 27Q (48630.950000 sec): 3 clusters
  Score: Raw -229030.950725 + Penalty 2586.651110 = -226444.299615
  nChanged 3
		SP:Iteration 28Q (48631.130000 sec): 3 clusters
  Score: Raw -229031.883911 + Penalty 2586.651110 = -226445.232801
  nChanged 3
		SP:Iteration 29Q (48631.300000 sec): 3 clusters
  Score: Raw -229032.698737 + Penalty 2586.651110 = -226446.047627
  nChanged 2
		SP:Iteration 30Q (48631.480000 sec): 3 clusters
  Score: Raw -229033.529560 + Penalty 2586.651110 = -226446.878450
  nChanged 3
		SP:Iteration 31Q (48631.650000 sec): 3 clusters
  Score: Raw -229034.584955 + Penalty 2586.651110 = -226447.933845
  nChanged 2
		SP:Iteration 32Q (48631.830000 sec): 3 clusters
  Score: Raw -229035.586319 + Penalty 2586.651110 = -226448.935209
  nChanged 4
		SP:Iteration 33Q (48632.010000 sec): 3 clusters
  Score: Raw -229037.029901 + Penalty 2586.651110 = -226450.378791
  nChanged 4
		SP:Iteration 34Q (48632.180000 sec): 3 clusters
  Score: Raw -229038.761101 + Penalty 2586.651110 = -226452.109991
  nChanged 2
		SP:Iteration 35Q (48632.360000 sec): 3 clusters
  Score: Raw -229039.792917 + Penalty 2586.651110 = -226453.141806
  nChanged 0
		SP:Iteration 36F (48632.530000 sec): 3 clusters
  Score: Raw -229039.792917 + Penalty 2586.651110 = -226453.141806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48632.620000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48632.790000 sec): 3 clusters
  Score: Raw -122965.259242 + Penalty 2373.967683 = -120591.291560
  nChanged 490
		SP:Iteration 1F (48632.970000 sec): 3 clusters
  Score: Raw -123293.898297 + Penalty 2373.967683 = -120919.930614
  nChanged 120
		SP:Iteration 2F (48633.150000 sec): 3 clusters
  Score: Raw -123403.508522 + Penalty 2373.967683 = -121029.540840
  nChanged 86
		SP:Iteration 3F (48633.320000 sec): 3 clusters
  Score: Raw -123483.418493 + Penalty 2373.967683 = -121109.450810
  nChanged 60
		SP:Iteration 4Q (48633.500000 sec): 3 clusters
  Score: Raw -123548.620555 + Penalty 2373.967683 = -121174.652873
  nChanged 61
		SP:Iteration 5Q (48633.670000 sec): 3 clusters
  Score: Raw -123619.129228 + Penalty 2373.967683 = -121245.161545
  nChanged 55
		SP:Iteration 6Q (48633.850000 sec): 3 clusters
  Score: Raw -123676.093567 + Penalty 2373.967683 = -121302.125884
  nChanged 38
		SP:Iteration 7Q (48634.030000 sec): 3 clusters
  Score: Raw -123716.660460 + Penalty 2373.967683 = -121342.692778
  nChanged 35
		SP:Iteration 8Q (48634.200000 sec): 3 clusters
  Score: Raw -123749.863471 + Penalty 2373.967683 = -121375.895788
  nChanged 31
		SP:Iteration 9Q (48634.380000 sec): 3 clusters
  Score: Raw -123775.925476 + Penalty 2373.967683 = -121401.957794
  nChanged 23
		SP:Iteration 10Q (48634.550000 sec): 3 clusters
  Score: Raw -123801.240331 + Penalty 2373.967683 = -121427.272648
  nChanged 31
		SP:Iteration 11Q (48634.730000 sec): 3 clusters
  Score: Raw -123830.389595 + Penalty 2373.967683 = -121456.421913
  nChanged 15
		SP:Iteration 12Q (48634.910000 sec): 3 clusters
  Score: Raw -123840.794738 + Penalty 2373.967683 = -121466.827055
  nChanged 12
		SP:Iteration 13Q (48635.080000 sec): 3 clusters
  Score: Raw -123853.292179 + Penalty 2373.967683 = -121479.324496
  nChanged 6
		SP:Iteration 14Q (48635.260000 sec): 3 clusters
  Score: Raw -123862.239488 + Penalty 2373.967683 = -121488.271805
  nChanged 7
		SP:Iteration 15Q (48635.430000 sec): 3 clusters
  Score: Raw -123867.484852 + Penalty 2373.967683 = -121493.517169
  nChanged 7
		SP:Iteration 16Q (48635.610000 sec): 3 clusters
  Score: Raw -123872.629808 + Penalty 2373.967683 = -121498.662126
  nChanged 8
		SP:Iteration 17Q (48635.790000 sec): 3 clusters
  Score: Raw -123877.891123 + Penalty 2373.967683 = -121503.923440
  nChanged 7
		SP:Iteration 18Q (48635.960000 sec): 3 clusters
  Score: Raw -123886.255665 + Penalty 2373.967683 = -121512.287983
  nChanged 6
		SP:Iteration 19Q (48636.130000 sec): 3 clusters
  Score: Raw -123890.704903 + Penalty 2373.967683 = -121516.737221
  nChanged 2
		SP:Iteration 20F (48636.310000 sec): 3 clusters
  Score: Raw -123892.198004 + Penalty 2373.967683 = -121518.230321
  nChanged 3
		SP:Iteration 21Q (48636.490000 sec): 3 clusters
  Score: Raw -123896.120090 + Penalty 2373.967683 = -121522.152407
  nChanged 3
		SP:Iteration 22Q (48636.660000 sec): 3 clusters
  Score: Raw -123898.722623 + Penalty 2373.967683 = -121524.754941
  nChanged 6
		SP:Iteration 23Q (48636.840000 sec): 3 clusters
  Score: Raw -123903.710607 + Penalty 2373.967683 = -121529.742924
  nChanged 5
		SP:Iteration 24Q (48637.010000 sec): 3 clusters
  Score: Raw -123909.115715 + Penalty 2373.967683 = -121535.148033
  nChanged 5
		SP:Iteration 25Q (48637.190000 sec): 3 clusters
  Score: Raw -123912.776379 + Penalty 2373.967683 = -121538.808696
  nChanged 2
		SP:Iteration 26Q (48637.370000 sec): 3 clusters
  Score: Raw -123914.221388 + Penalty 2373.967683 = -121540.253706
  nChanged 2
		SP:Iteration 27Q (48637.540000 sec): 3 clusters
  Score: Raw -123915.086824 + Penalty 2373.967683 = -121541.119142
  nChanged 4
		SP:Iteration 28Q (48637.720000 sec): 3 clusters
  Score: Raw -123917.372465 + Penalty 2373.967683 = -121543.404783
  nChanged 3
		SP:Iteration 29Q (48637.890000 sec): 3 clusters
  Score: Raw -123921.254994 + Penalty 2373.967683 = -121547.287311
  nChanged 7
		SP:Iteration 30Q (48638.070000 sec): 3 clusters
  Score: Raw -123928.725334 + Penalty 2373.967683 = -121554.757651
  nChanged 6
		SP:Iteration 31Q (48638.240000 sec): 3 clusters
  Score: Raw -123932.651235 + Penalty 2373.967683 = -121558.683552
  nChanged 3
		SP:Iteration 32Q (48638.420000 sec): 3 clusters
  Score: Raw -123936.429894 + Penalty 2373.967683 = -121562.462211
  nChanged 3
		SP:Iteration 33Q (48638.590000 sec): 3 clusters
  Score: Raw -123939.176023 + Penalty 2373.967683 = -121565.208340
  nChanged 2
		SP:Iteration 34Q (48638.770000 sec): 3 clusters
  Score: Raw -123940.416044 + Penalty 2373.967683 = -121566.448361
  nChanged 1
		SP:Iteration 35Q (48638.950000 sec): 3 clusters
  Score: Raw -123940.875700 + Penalty 2373.967683 = -121566.908017
  nChanged 0
		SP:Iteration 36F (48639.120000 sec): 3 clusters
  Score: Raw -123940.875700 + Penalty 2373.967683 = -121566.908017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48639.210000 sec): 2 clusters
  Score: Raw -6769.969449 + Penalty 762.344031 = -6007.625418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48639.390000 sec): 3 clusters
  Score: Raw -6978.769089 + Penalty 1524.688062 = -5454.081027
  nChanged 6
		SP:Iteration 1F (48639.560000 sec): 3 clusters
  Score: Raw -7014.997211 + Penalty 1524.688062 = -5490.309149
  nChanged 2
		SP:Iteration 2Q (48639.740000 sec): 3 clusters
  Score: Raw -7031.360516 + Penalty 1524.688062 = -5506.672454
  nChanged 0
		SP:Iteration 3F (48639.910000 sec): 3 clusters
  Score: Raw -7031.360516 + Penalty 1524.688062 = -5506.672454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48640.080000 sec): 2 clusters
  Score: Raw -310249.521673 + Penalty 1340.683330 = -308908.838344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48640.230000 sec): 3 clusters
  Score: Raw -308386.945914 + Penalty 2681.366659 = -305705.579255
  nChanged 1486
		SP:Iteration 1F (48640.400000 sec): 3 clusters
  Score: Raw -309253.631042 + Penalty 2681.366659 = -306572.264383
  nChanged 319
		SP:Iteration 2F (48640.580000 sec): 3 clusters
  Score: Raw -309500.643496 + Penalty 2681.366659 = -306819.276836
  nChanged 260
		SP:Iteration 3F (48640.750000 sec): 3 clusters
  Score: Raw -309715.791014 + Penalty 2681.366659 = -307034.424355
  nChanged 254
		SP:Iteration 4F (48640.930000 sec): 3 clusters
  Score: Raw -309944.885930 + Penalty 2681.366659 = -307263.519271
  nChanged 232
		SP:Iteration 5F (48641.110000 sec): 3 clusters
  Score: Raw -310120.398242 + Penalty 2681.366659 = -307439.031583
  nChanged 196
		SP:Iteration 6F (48641.280000 sec): 3 clusters
  Score: Raw -310272.320525 + Penalty 2681.366659 = -307590.953866
  nChanged 172
		SP:Iteration 7Q (48641.460000 sec): 3 clusters
  Score: Raw -310398.174461 + Penalty 2681.366659 = -307716.807801
  nChanged 141
		SP:Iteration 8Q (48641.630000 sec): 3 clusters
  Score: Raw -310504.631087 + Penalty 2681.366659 = -307823.264427
  nChanged 122
		SP:Iteration 9Q (48641.810000 sec): 3 clusters
  Score: Raw -310590.210142 + Penalty 2681.366659 = -307908.843483
  nChanged 89
		SP:Iteration 10Q (48641.990000 sec): 3 clusters
  Score: Raw -310654.330614 + Penalty 2681.366659 = -307972.963954
  nChanged 61
		SP:Iteration 11Q (48642.160000 sec): 3 clusters
  Score: Raw -310684.893658 + Penalty 2681.366659 = -308003.526998
  nChanged 43
		SP:Iteration 12Q (48642.340000 sec): 3 clusters
  Score: Raw -310703.092288 + Penalty 2681.366659 = -308021.725628
  nChanged 29
		SP:Iteration 13Q (48642.510000 sec): 3 clusters
  Score: Raw -310717.425068 + Penalty 2681.366659 = -308036.058409
  nChanged 24
		SP:Iteration 14Q (48642.690000 sec): 3 clusters
  Score: Raw -310730.178013 + Penalty 2681.366659 = -308048.811354
  nChanged 26
		SP:Iteration 15Q (48642.870000 sec): 3 clusters
  Score: Raw -310742.524107 + Penalty 2681.366659 = -308061.157448
  nChanged 28
		SP:Iteration 16Q (48643.040000 sec): 3 clusters
  Score: Raw -310754.399724 + Penalty 2681.366659 = -308073.033065
  nChanged 19
		SP:Iteration 17Q (48643.220000 sec): 3 clusters
  Score: Raw -310762.427483 + Penalty 2681.366659 = -308081.060824
  nChanged 21
		SP:Iteration 18Q (48643.390000 sec): 3 clusters
  Score: Raw -310769.824790 + Penalty 2681.366659 = -308088.458131
  nChanged 17
		SP:Iteration 19Q (48643.570000 sec): 3 clusters
  Score: Raw -310777.902892 + Penalty 2681.366659 = -308096.536233
  nChanged 16
		SP:Iteration 20F (48643.680000 sec): 3 clusters
  Score: Raw -310783.978838 + Penalty 2681.366659 = -308102.612179
  nChanged 12
		SP:Iteration 21Q (48643.880000 sec): 3 clusters
  Score: Raw -310788.745661 + Penalty 2681.366659 = -308107.379002
  nChanged 13
		SP:Iteration 22Q (48644.060000 sec): 3 clusters
  Score: Raw -310792.953537 + Penalty 2681.366659 = -308111.586878
  nChanged 8
		SP:Iteration 23Q (48644.230000 sec): 3 clusters
  Score: Raw -310795.285111 + Penalty 2681.366659 = -308113.918452
  nChanged 8
		SP:Iteration 24Q (48644.410000 sec): 3 clusters
  Score: Raw -310797.993352 + Penalty 2681.366659 = -308116.626693
  nChanged 7
		SP:Iteration 25Q (48644.590000 sec): 3 clusters
  Score: Raw -310800.313450 + Penalty 2681.366659 = -308118.946791
  nChanged 8
		SP:Iteration 26Q (48644.760000 sec): 3 clusters
  Score: Raw -310802.752000 + Penalty 2681.366659 = -308121.385340
  nChanged 13
		SP:Iteration 27Q (48644.940000 sec): 3 clusters
  Score: Raw -310808.175078 + Penalty 2681.366659 = -308126.808419
  nChanged 9
		SP:Iteration 28Q (48645.110000 sec): 3 clusters
  Score: Raw -310810.629079 + Penalty 2681.366659 = -308129.262420
  nChanged 7
		SP:Iteration 29Q (48645.290000 sec): 3 clusters
  Score: Raw -310811.917743 + Penalty 2681.366659 = -308130.551083
  nChanged 7
		SP:Iteration 30Q (48645.460000 sec): 3 clusters
  Score: Raw -310814.698823 + Penalty 2681.366659 = -308133.332164
  nChanged 8
		SP:Iteration 31Q (48645.640000 sec): 3 clusters
  Score: Raw -310817.215815 + Penalty 2681.366659 = -308135.849155
  nChanged 4
		SP:Iteration 32Q (48645.810000 sec): 3 clusters
  Score: Raw -310818.644483 + Penalty 2681.366659 = -308137.277824
  nChanged 5
		SP:Iteration 33Q (48645.990000 sec): 3 clusters
  Score: Raw -310820.881419 + Penalty 2681.366659 = -308139.514760
  nChanged 7
		SP:Iteration 34Q (48646.170000 sec): 3 clusters
  Score: Raw -310823.555896 + Penalty 2681.366659 = -308142.189237
  nChanged 6
		SP:Iteration 35Q (48646.340000 sec): 3 clusters
  Score: Raw -310825.874761 + Penalty 2681.366659 = -308144.508102
  nChanged 11
		SP:Iteration 36Q (48646.520000 sec): 3 clusters
  Score: Raw -310829.465871 + Penalty 2681.366659 = -308148.099212
  nChanged 8
		SP:Iteration 37Q (48646.690000 sec): 3 clusters
  Score: Raw -310831.923240 + Penalty 2681.366659 = -308150.556580
  nChanged 10
		SP:Iteration 38Q (48646.870000 sec): 3 clusters
  Score: Raw -310835.347311 + Penalty 2681.366659 = -308153.980651
  nChanged 7
		SP:Iteration 39Q (48647.050000 sec): 3 clusters
  Score: Raw -310837.219188 + Penalty 2681.366659 = -308155.852529
  nChanged 3
		SP:Iteration 40F (48647.220000 sec): 3 clusters
  Score: Raw -310837.954002 + Penalty 2681.366659 = -308156.587342
  nChanged 5
		SP:Iteration 41Q (48647.400000 sec): 3 clusters
  Score: Raw -310839.015922 + Penalty 2681.366659 = -308157.649263
  nChanged 3
		SP:Iteration 42Q (48647.570000 sec): 3 clusters
  Score: Raw -310839.644270 + Penalty 2681.366659 = -308158.277611
  nChanged 2
		SP:Iteration 43Q (48647.750000 sec): 3 clusters
  Score: Raw -310840.024415 + Penalty 2681.366659 = -308158.657756
  nChanged 1
		SP:Iteration 44Q (48647.930000 sec): 3 clusters
  Score: Raw -310840.772964 + Penalty 2681.366659 = -308159.406304
  nChanged 2
		SP:Iteration 45Q (48648.100000 sec): 3 clusters
  Score: Raw -310841.544599 + Penalty 2681.366659 = -308160.177940
  nChanged 0
		SP:Iteration 46F (48648.280000 sec): 3 clusters
  Score: Raw -310841.544599 + Penalty 2681.366659 = -308160.177940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48648.360000 sec): 2 clusters
  Score: Raw -104380.812661 + Penalty 1178.343560 = -103202.469101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48648.530000 sec): 3 clusters
  Score: Raw -103860.732134 + Penalty 2356.687120 = -101504.045015
  nChanged 462
		SP:Iteration 1F (48648.710000 sec): 3 clusters
  Score: Raw -104274.695950 + Penalty 2356.687120 = -101918.008830
  nChanged 131
		SP:Iteration 2F (48648.880000 sec): 3 clusters
  Score: Raw -104471.812627 + Penalty 2356.687120 = -102115.125507
  nChanged 96
		SP:Iteration 3F (48649.050000 sec): 3 clusters
  Score: Raw -104600.522624 + Penalty 2356.687120 = -102243.835505
  nChanged 77
		SP:Iteration 4F (48649.220000 sec): 3 clusters
  Score: Raw -104698.078481 + Penalty 2356.687120 = -102341.391362
  nChanged 53
		SP:Iteration 5Q (48649.380000 sec): 3 clusters
  Score: Raw -104747.087881 + Penalty 2356.687120 = -102390.400762
  nChanged 31
		SP:Iteration 6Q (48649.540000 sec): 3 clusters
  Score: Raw -104780.154981 + Penalty 2356.687120 = -102423.467861
  nChanged 20
		SP:Iteration 7Q (48649.700000 sec): 3 clusters
  Score: Raw -104801.666862 + Penalty 2356.687120 = -102444.979743
  nChanged 16
		SP:Iteration 8Q (48649.750000 sec): 3 clusters
  Score: Raw -104828.172607 + Penalty 2356.687120 = -102471.485488
  nChanged 28
		SP:Iteration 9Q (48649.780000 sec): 3 clusters
  Score: Raw -104853.735081 + Penalty 2356.687120 = -102497.047962
  nChanged 23
		SP:Iteration 10Q (48649.830000 sec): 3 clusters
  Score: Raw -104871.956594 + Penalty 2356.687120 = -102515.269474
  nChanged 11
		SP:Iteration 11Q (48649.880000 sec): 3 clusters
  Score: Raw -104886.434649 + Penalty 2356.687120 = -102529.747529
  nChanged 13
		SP:Iteration 12Q (48649.930000 sec): 3 clusters
  Score: Raw -104900.985981 + Penalty 2356.687120 = -102544.298862
  nChanged 10
		SP:Iteration 13Q (48649.980000 sec): 3 clusters
  Score: Raw -104909.936000 + Penalty 2356.687120 = -102553.248880
  nChanged 9
		SP:Iteration 14Q (48650.030000 sec): 3 clusters
  Score: Raw -104919.323771 + Penalty 2356.687120 = -102562.636651
  nChanged 12
		SP:Iteration 15Q (48650.070000 sec): 3 clusters
  Score: Raw -104929.934894 + Penalty 2356.687120 = -102573.247774
  nChanged 6
		SP:Iteration 16Q (48650.150000 sec): 3 clusters
  Score: Raw -104936.216682 + Penalty 2356.687120 = -102579.529562
  nChanged 8
		SP:Iteration 17Q (48650.240000 sec): 3 clusters
  Score: Raw -104943.140622 + Penalty 2356.687120 = -102586.453502
  nChanged 9
		SP:Iteration 18Q (48650.280000 sec): 3 clusters
  Score: Raw -104950.655829 + Penalty 2356.687120 = -102593.968710
  nChanged 3
		SP:Iteration 19Q (48650.300000 sec): 3 clusters
  Score: Raw -104951.941500 + Penalty 2356.687120 = -102595.254381
  nChanged 0
		SP:Iteration 20F (48650.360000 sec): 3 clusters
  Score: Raw -104951.941500 + Penalty 2356.687120 = -102595.254381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48650.410000 sec): 2 clusters
  Score: Raw -38121.993668 + Penalty 1063.385675 = -37058.607993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48650.490000 sec): 3 clusters
  Score: Raw -38029.839240 + Penalty 2126.771350 = -35903.067890
  nChanged 206
		SP:Iteration 1F (48650.660000 sec): 3 clusters
  Score: Raw -38367.718351 + Penalty 2126.771350 = -36240.947002
  nChanged 65
		SP:Iteration 2F (48650.830000 sec): 3 clusters
  Score: Raw -38507.961104 + Penalty 2126.771350 = -36381.189754
  nChanged 30
		SP:Iteration 3Q (48651.010000 sec): 3 clusters
  Score: Raw -38571.069917 + Penalty 2126.771350 = -36444.298567
  nChanged 24
		SP:Iteration 4Q (48651.190000 sec): 3 clusters
  Score: Raw -38630.450803 + Penalty 2126.771350 = -36503.679453
  nChanged 12
		SP:Iteration 5Q (48651.360000 sec): 3 clusters
  Score: Raw -38648.063665 + Penalty 2126.771350 = -36521.292315
  nChanged 4
		SP:Iteration 6Q (48651.540000 sec): 3 clusters
  Score: Raw -38653.633126 + Penalty 2126.771350 = -36526.861776
  nChanged 2
		SP:Iteration 7Q (48651.710000 sec): 3 clusters
  Score: Raw -38657.683068 + Penalty 2126.771350 = -36530.911718
  nChanged 0
		SP:Iteration 8F (48651.890000 sec): 3 clusters
  Score: Raw -38657.683068 + Penalty 2126.771350 = -36530.911718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48651.980000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48652.150000 sec): 3 clusters
  Score: Raw -41629.716206 + Penalty 2014.505583 = -39615.210623
  nChanged 115
		SP:Iteration 1F (48652.330000 sec): 3 clusters
  Score: Raw -41764.764779 + Penalty 2014.505583 = -39750.259196
  nChanged 25
		SP:Iteration 2F (48652.510000 sec): 3 clusters
  Score: Raw -41810.872519 + Penalty 2014.505583 = -39796.366936
  nChanged 13
		SP:Iteration 3Q (48652.680000 sec): 3 clusters
  Score: Raw -41825.515805 + Penalty 2014.505583 = -39811.010222
  nChanged 11
		SP:Iteration 4Q (48652.860000 sec): 3 clusters
  Score: Raw -41843.198791 + Penalty 2014.505583 = -39828.693208
  nChanged 6
		SP:Iteration 5Q (48652.910000 sec): 3 clusters
  Score: Raw -41849.638037 + Penalty 2014.505583 = -39835.132454
  nChanged 3
		SP:Iteration 6Q (48652.910000 sec): 3 clusters
  Score: Raw -41852.428405 + Penalty 2014.505583 = -39837.922823
  nChanged 0
		SP:Iteration 7F (48652.930000 sec): 3 clusters
  Score: Raw -41852.428405 + Penalty 2014.505583 = -39837.922823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (2843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48653.000000 sec): 2 clusters
  Score: Raw -236348.162851 + Penalty 1292.299956 = -235055.862896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48653.200000 sec): 3 clusters
  Score: Raw -234971.050997 + Penalty 2584.599911 = -232386.451086
  nChanged 1070
		SP:Iteration 1F (48653.370000 sec): 3 clusters
  Score: Raw -235596.980908 + Penalty 2584.599911 = -233012.380997
  nChanged 229
		SP:Iteration 2F (48653.550000 sec): 3 clusters
  Score: Raw -235730.292375 + Penalty 2584.599911 = -233145.692464
  nChanged 155
		SP:Iteration 3F (48653.720000 sec): 3 clusters
  Score: Raw -235829.705168 + Penalty 2584.599911 = -233245.105257
  nChanged 121
		SP:Iteration 4Q (48653.900000 sec): 3 clusters
  Score: Raw -235914.399006 + Penalty 2584.599911 = -233329.799094
  nChanged 100
		SP:Iteration 5Q (48654.070000 sec): 3 clusters
  Score: Raw -235983.598063 + Penalty 2584.599911 = -233398.998151
  nChanged 82
		SP:Iteration 6Q (48654.250000 sec): 3 clusters
  Score: Raw -236030.842849 + Penalty 2584.599911 = -233446.242938
  nChanged 74
		SP:Iteration 7Q (48654.430000 sec): 3 clusters
  Score: Raw -236080.362483 + Penalty 2584.599911 = -233495.762572
  nChanged 75
		SP:Iteration 8Q (48654.600000 sec): 3 clusters
  Score: Raw -236127.148550 + Penalty 2584.599911 = -233542.548638
  nChanged 66
		SP:Iteration 9Q (48654.780000 sec): 3 clusters
  Score: Raw -236163.050059 + Penalty 2584.599911 = -233578.450148
  nChanged 44
		SP:Iteration 10Q (48654.950000 sec): 3 clusters
  Score: Raw -236186.268608 + Penalty 2584.599911 = -233601.668697
  nChanged 43
		SP:Iteration 11Q (48655.130000 sec): 3 clusters
  Score: Raw -236211.020904 + Penalty 2584.599911 = -233626.420992
  nChanged 43
		SP:Iteration 12Q (48655.310000 sec): 3 clusters
  Score: Raw -236235.207924 + Penalty 2584.599911 = -233650.608013
  nChanged 32
		SP:Iteration 13Q (48655.530000 sec): 3 clusters
  Score: Raw -236252.012121 + Penalty 2584.599911 = -233667.412209
  nChanged 37
		SP:Iteration 14Q (48655.680000 sec): 3 clusters
  Score: Raw -236270.398381 + Penalty 2584.599911 = -233685.798470
  nChanged 31
		SP:Iteration 15Q (48655.830000 sec): 3 clusters
  Score: Raw -236287.441810 + Penalty 2584.599911 = -233702.841899
  nChanged 41
		SP:Iteration 16Q (48655.940000 sec): 3 clusters
  Score: Raw -236306.684353 + Penalty 2584.599911 = -233722.084442
  nChanged 26
		SP:Iteration 17Q (48656.110000 sec): 3 clusters
  Score: Raw -236321.874414 + Penalty 2584.599911 = -233737.274503
  nChanged 23
		SP:Iteration 18Q (48656.290000 sec): 3 clusters
  Score: Raw -236335.438087 + Penalty 2584.599911 = -233750.838176
  nChanged 24
		SP:Iteration 19Q (48656.470000 sec): 3 clusters
  Score: Raw -236351.302217 + Penalty 2584.599911 = -233766.702305
  nChanged 19
		SP:Iteration 20F (48656.640000 sec): 3 clusters
  Score: Raw -236360.340828 + Penalty 2584.599911 = -233775.740917
  nChanged 15
		SP:Iteration 21Q (48656.820000 sec): 3 clusters
  Score: Raw -236370.819772 + Penalty 2584.599911 = -233786.219860
  nChanged 11
		SP:Iteration 22Q (48656.990000 sec): 3 clusters
  Score: Raw -236378.714694 + Penalty 2584.599911 = -233794.114783
  nChanged 17
		SP:Iteration 23Q (48657.170000 sec): 3 clusters
  Score: Raw -236389.507178 + Penalty 2584.599911 = -233804.907267
  nChanged 16
		SP:Iteration 24Q (48657.350000 sec): 3 clusters
  Score: Raw -236399.510992 + Penalty 2584.599911 = -233814.911081
  nChanged 18
		SP:Iteration 25Q (48657.520000 sec): 3 clusters
  Score: Raw -236413.320311 + Penalty 2584.599911 = -233828.720399
  nChanged 23
		SP:Iteration 26Q (48657.710000 sec): 3 clusters
  Score: Raw -236429.299712 + Penalty 2584.599911 = -233844.699801
  nChanged 22
		SP:Iteration 27Q (48657.870000 sec): 3 clusters
  Score: Raw -236442.584068 + Penalty 2584.599911 = -233857.984156
  nChanged 21
		SP:Iteration 28Q (48658.050000 sec): 3 clusters
  Score: Raw -236456.083235 + Penalty 2584.599911 = -233871.483323
  nChanged 16
		SP:Iteration 29Q (48658.220000 sec): 3 clusters
  Score: Raw -236464.550758 + Penalty 2584.599911 = -233879.950847
  nChanged 10
		SP:Iteration 30Q (48658.380000 sec): 3 clusters
  Score: Raw -236470.768462 + Penalty 2584.599911 = -233886.168551
  nChanged 11
		SP:Iteration 31Q (48658.540000 sec): 3 clusters
  Score: Raw -236482.050039 + Penalty 2584.599911 = -233897.450128
  nChanged 12
		SP:Iteration 32Q (48658.700000 sec): 3 clusters
  Score: Raw -236491.264137 + Penalty 2584.599911 = -233906.664226
  nChanged 13
		SP:Iteration 33Q (48658.860000 sec): 3 clusters
  Score: Raw -236504.497357 + Penalty 2584.599911 = -233919.897445
  nChanged 12
		SP:Iteration 34Q (48659.020000 sec): 3 clusters
  Score: Raw -236514.918565 + Penalty 2584.599911 = -233930.318653
  nChanged 12
		SP:Iteration 35Q (48659.180000 sec): 3 clusters
  Score: Raw -236523.513489 + Penalty 2584.599911 = -233938.913578
  nChanged 10
		SP:Iteration 36Q (48659.340000 sec): 3 clusters
  Score: Raw -236532.155241 + Penalty 2584.599911 = -233947.555330
  nChanged 13
		SP:Iteration 37Q (48659.500000 sec): 3 clusters
  Score: Raw -236543.462266 + Penalty 2584.599911 = -233958.862354
  nChanged 10
		SP:Iteration 38Q (48659.660000 sec): 3 clusters
  Score: Raw -236552.083552 + Penalty 2584.599911 = -233967.483640
  nChanged 5
		SP:Iteration 39Q (48659.820000 sec): 3 clusters
  Score: Raw -236558.870663 + Penalty 2584.599911 = -233974.270752
  nChanged 3
		SP:Iteration 40F (48659.980000 sec): 3 clusters
  Score: Raw -236563.579822 + Penalty 2584.599911 = -233978.979911
  nChanged 4
		SP:Iteration 41Q (48660.140000 sec): 3 clusters
  Score: Raw -236566.544609 + Penalty 2584.599911 = -233981.944698
  nChanged 2
		SP:Iteration 42Q (48660.300000 sec): 3 clusters
  Score: Raw -236568.453720 + Penalty 2584.599911 = -233983.853809
  nChanged 0
		SP:Iteration 43F (48660.460000 sec): 3 clusters
  Score: Raw -236568.453720 + Penalty 2584.599911 = -233983.853809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48660.570000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48660.770000 sec): 3 clusters
  Score: Raw -476619.948702 + Penalty 2805.846857 = -473814.101845
  nChanged 2365
		SP:Iteration 1F (48660.930000 sec): 3 clusters
  Score: Raw -477897.971982 + Penalty 2805.846857 = -475092.125124
  nChanged 362
		SP:Iteration 2F (48661.100000 sec): 3 clusters
  Score: Raw -478102.248840 + Penalty 2805.846857 = -475296.401983
  nChanged 338
		SP:Iteration 3F (48661.270000 sec): 3 clusters
  Score: Raw -478293.659143 + Penalty 2805.846857 = -475487.812285
  nChanged 293
		SP:Iteration 4F (48661.440000 sec): 3 clusters
  Score: Raw -478457.865157 + Penalty 2805.846857 = -475652.018299
  nChanged 256
		SP:Iteration 5Q (48661.600000 sec): 3 clusters
  Score: Raw -478592.682625 + Penalty 2805.846857 = -475786.835767
  nChanged 226
		SP:Iteration 6Q (48661.770000 sec): 3 clusters
  Score: Raw -478716.508333 + Penalty 2805.846857 = -475910.661475
  nChanged 211
		SP:Iteration 7Q (48661.940000 sec): 3 clusters
  Score: Raw -478841.397273 + Penalty 2805.846857 = -476035.550416
  nChanged 195
		SP:Iteration 8Q (48662.110000 sec): 3 clusters
  Score: Raw -478965.740936 + Penalty 2805.846857 = -476159.894079
  nChanged 190
		SP:Iteration 9Q (48662.280000 sec): 3 clusters
  Score: Raw -479069.322785 + Penalty 2805.846857 = -476263.475928
  nChanged 151
		SP:Iteration 10Q (48662.440000 sec): 3 clusters
  Score: Raw -479159.713107 + Penalty 2805.846857 = -476353.866249
  nChanged 141
		SP:Iteration 11Q (48662.600000 sec): 3 clusters
  Score: Raw -479245.311749 + Penalty 2805.846857 = -476439.464892
  nChanged 133
		SP:Iteration 12Q (48662.760000 sec): 3 clusters
  Score: Raw -479327.057548 + Penalty 2805.846857 = -476521.210690
  nChanged 122
		SP:Iteration 13Q (48662.920000 sec): 3 clusters
  Score: Raw -479403.371740 + Penalty 2805.846857 = -476597.524883
  nChanged 109
		SP:Iteration 14Q (48663.070000 sec): 3 clusters
  Score: Raw -479462.686578 + Penalty 2805.846857 = -476656.839720
  nChanged 78
		SP:Iteration 15Q (48663.230000 sec): 3 clusters
  Score: Raw -479498.643215 + Penalty 2805.846857 = -476692.796357
  nChanged 63
		SP:Iteration 16Q (48663.380000 sec): 3 clusters
  Score: Raw -479530.432785 + Penalty 2805.846857 = -476724.585928
  nChanged 67
		SP:Iteration 17Q (48663.540000 sec): 3 clusters
  Score: Raw -479566.189502 + Penalty 2805.846857 = -476760.342645
  nChanged 54
		SP:Iteration 18Q (48663.710000 sec): 3 clusters
  Score: Raw -479596.067091 + Penalty 2805.846857 = -476790.220234
  nChanged 52
		SP:Iteration 19Q (48663.880000 sec): 3 clusters
  Score: Raw -479614.458484 + Penalty 2805.846857 = -476808.611626
  nChanged 35
		SP:Iteration 20F (48664.070000 sec): 3 clusters
  Score: Raw -479626.719554 + Penalty 2805.846857 = -476820.872697
  nChanged 35
		SP:Iteration 21Q (48664.160000 sec): 3 clusters
  Score: Raw -479637.893579 + Penalty 2805.846857 = -476832.046722
  nChanged 22
		SP:Iteration 22Q (48664.280000 sec): 3 clusters
  Score: Raw -479645.741041 + Penalty 2805.846857 = -476839.894184
  nChanged 22
		SP:Iteration 23Q (48664.400000 sec): 3 clusters
  Score: Raw -479653.312580 + Penalty 2805.846857 = -476847.465722
  nChanged 23
		SP:Iteration 24Q (48664.580000 sec): 3 clusters
  Score: Raw -479661.325438 + Penalty 2805.846857 = -476855.478581
  nChanged 22
		SP:Iteration 25Q (48664.750000 sec): 3 clusters
  Score: Raw -479668.593038 + Penalty 2805.846857 = -476862.746180
  nChanged 22
		SP:Iteration 26Q (48664.920000 sec): 3 clusters
  Score: Raw -479675.010836 + Penalty 2805.846857 = -476869.163979
  nChanged 19
		SP:Iteration 27Q (48665.090000 sec): 3 clusters
  Score: Raw -479681.318071 + Penalty 2805.846857 = -476875.471214
  nChanged 13
		SP:Iteration 28Q (48665.260000 sec): 3 clusters
  Score: Raw -479685.381191 + Penalty 2805.846857 = -476879.534334
  nChanged 12
		SP:Iteration 29Q (48665.420000 sec): 3 clusters
  Score: Raw -479689.406502 + Penalty 2805.846857 = -476883.559645
  nChanged 10
		SP:Iteration 30Q (48665.590000 sec): 3 clusters
  Score: Raw -479691.950640 + Penalty 2805.846857 = -476886.103783
  nChanged 6
		SP:Iteration 31Q (48665.790000 sec): 3 clusters
  Score: Raw -479693.437047 + Penalty 2805.846857 = -476887.590189
  nChanged 6
		SP:Iteration 32Q (48665.940000 sec): 3 clusters
  Score: Raw -479695.788373 + Penalty 2805.846857 = -476889.941516
  nChanged 3
		SP:Iteration 33Q (48666.100000 sec): 3 clusters
  Score: Raw -479696.587343 + Penalty 2805.846857 = -476890.740486
  nChanged 2
		SP:Iteration 34Q (48666.250000 sec): 3 clusters
  Score: Raw -479697.094474 + Penalty 2805.846857 = -476891.247617
  nChanged 4
		SP:Iteration 35Q (48666.410000 sec): 3 clusters
  Score: Raw -479698.126484 + Penalty 2805.846857 = -476892.279627
  nChanged 4
		SP:Iteration 36Q (48666.560000 sec): 3 clusters
  Score: Raw -479699.201309 + Penalty 2805.846857 = -476893.354452
  nChanged 8
		SP:Iteration 37Q (48666.720000 sec): 3 clusters
  Score: Raw -479701.052322 + Penalty 2805.846857 = -476895.205465
  nChanged 0
		SP:Iteration 38F (48666.870000 sec): 3 clusters
  Score: Raw -479701.052322 + Penalty 2805.846857 = -476895.205465
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48667.000000 sec): 2 clusters
  Score: Raw -841455.923004 + Penalty 1495.407841 = -839960.515163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48667.210000 sec): 3 clusters
  Score: Raw -835825.317475 + Penalty 2990.815683 = -832834.501792
  nChanged 4333
		SP:Iteration 1F (48667.420000 sec): 3 clusters
  Score: Raw -838183.053259 + Penalty 2990.815683 = -835192.237577
  nChanged 598
		SP:Iteration 2F (48667.640000 sec): 3 clusters
  Score: Raw -838459.682549 + Penalty 2990.815683 = -835468.866866
  nChanged 550
		SP:Iteration 3F (48667.850000 sec): 3 clusters
  Score: Raw -838723.490018 + Penalty 2990.815683 = -835732.674335
  nChanged 524
		SP:Iteration 4F (48668.050000 sec): 3 clusters
  Score: Raw -839028.048844 + Penalty 2990.815683 = -836037.233161
  nChanged 559
		SP:Iteration 5F (48668.260000 sec): 3 clusters
  Score: Raw -839380.787961 + Penalty 2990.815683 = -836389.972278
  nChanged 577
		SP:Iteration 6F (48668.460000 sec): 3 clusters
  Score: Raw -839748.455347 + Penalty 2990.815683 = -836757.639664
  nChanged 544
		SP:Iteration 7F (48668.670000 sec): 3 clusters
  Score: Raw -840121.646589 + Penalty 2990.815683 = -837130.830907
  nChanged 472
		SP:Iteration 8Q (48668.880000 sec): 3 clusters
  Score: Raw -840393.880939 + Penalty 2990.815683 = -837403.065256
  nChanged 388
		SP:Iteration 9Q (48669.070000 sec): 3 clusters
  Score: Raw -840595.434015 + Penalty 2990.815683 = -837604.618332
  nChanged 287
		SP:Iteration 10Q (48669.260000 sec): 3 clusters
  Score: Raw -840718.274573 + Penalty 2990.815683 = -837727.458890
  nChanged 230
		SP:Iteration 11Q (48669.460000 sec): 3 clusters
  Score: Raw -840786.308084 + Penalty 2990.815683 = -837795.492401
  nChanged 165
		SP:Iteration 12Q (48669.690000 sec): 3 clusters
  Score: Raw -840828.432238 + Penalty 2990.815683 = -837837.616556
  nChanged 114
		SP:Iteration 13Q (48669.900000 sec): 3 clusters
  Score: Raw -840855.085850 + Penalty 2990.815683 = -837864.270168
  nChanged 94
		SP:Iteration 14Q (48670.110000 sec): 3 clusters
  Score: Raw -840876.116409 + Penalty 2990.815683 = -837885.300726
  nChanged 93
		SP:Iteration 15Q (48670.340000 sec): 3 clusters
  Score: Raw -840896.452151 + Penalty 2990.815683 = -837905.636468
  nChanged 67
		SP:Iteration 16Q (48670.550000 sec): 3 clusters
  Score: Raw -840909.839972 + Penalty 2990.815683 = -837919.024290
  nChanged 57
		SP:Iteration 17Q (48670.840000 sec): 3 clusters
  Score: Raw -840920.460931 + Penalty 2990.815683 = -837929.645248
  nChanged 48
		SP:Iteration 18Q (48670.980000 sec): 3 clusters
  Score: Raw -840929.892113 + Penalty 2990.815683 = -837939.076431
  nChanged 44
		SP:Iteration 19Q (48671.190000 sec): 3 clusters
  Score: Raw -840937.914144 + Penalty 2990.815683 = -837947.098461
  nChanged 37
		SP:Iteration 20F (48671.450000 sec): 3 clusters
  Score: Raw -840945.696294 + Penalty 2990.815683 = -837954.880611
  nChanged 40
		SP:Iteration 21Q (48671.680000 sec): 3 clusters
  Score: Raw -840952.650671 + Penalty 2990.815683 = -837961.834988
  nChanged 35
		SP:Iteration 22Q (48671.880000 sec): 3 clusters
  Score: Raw -840957.385670 + Penalty 2990.815683 = -837966.569987
  nChanged 26
		SP:Iteration 23Q (48672.080000 sec): 3 clusters
  Score: Raw -840960.687044 + Penalty 2990.815683 = -837969.871361
  nChanged 19
		SP:Iteration 24Q (48672.290000 sec): 3 clusters
  Score: Raw -840964.329226 + Penalty 2990.815683 = -837973.513543
  nChanged 23
		SP:Iteration 25Q (48672.480000 sec): 3 clusters
  Score: Raw -840968.554043 + Penalty 2990.815683 = -837977.738360
  nChanged 27
		SP:Iteration 26Q (48672.730000 sec): 3 clusters
  Score: Raw -840973.466591 + Penalty 2990.815683 = -837982.650908
  nChanged 31
		SP:Iteration 27Q (48672.940000 sec): 3 clusters
  Score: Raw -840981.396189 + Penalty 2990.815683 = -837990.580507
  nChanged 40
		SP:Iteration 28Q (48673.160000 sec): 3 clusters
  Score: Raw -840988.959902 + Penalty 2990.815683 = -837998.144220
  nChanged 35
		SP:Iteration 29Q (48673.360000 sec): 3 clusters
  Score: Raw -840994.686714 + Penalty 2990.815683 = -838003.871032
  nChanged 32
		SP:Iteration 30Q (48673.670000 sec): 3 clusters
  Score: Raw -841001.164163 + Penalty 2990.815683 = -838010.348480
  nChanged 37
		SP:Iteration 31Q (48673.810000 sec): 3 clusters
  Score: Raw -841010.977865 + Penalty 2990.815683 = -838020.162182
  nChanged 45
		SP:Iteration 32Q (48674.040000 sec): 3 clusters
  Score: Raw -841023.471353 + Penalty 2990.815683 = -838032.655671
  nChanged 46
		SP:Iteration 33Q (48674.290000 sec): 3 clusters
  Score: Raw -841037.599233 + Penalty 2990.815683 = -838046.783550
  nChanged 62
		SP:Iteration 34Q (48674.420000 sec): 3 clusters
  Score: Raw -841057.962663 + Penalty 2990.815683 = -838067.146980
  nChanged 76
		SP:Iteration 35Q (48674.630000 sec): 3 clusters
  Score: Raw -841089.992649 + Penalty 2990.815683 = -838099.176967
  nChanged 85
		SP:Iteration 36Q (48674.840000 sec): 3 clusters
  Score: Raw -841124.252500 + Penalty 2990.815683 = -838133.436817
  nChanged 86
		SP:Iteration 37Q (48675.050000 sec): 3 clusters
  Score: Raw -841168.284622 + Penalty 2990.815683 = -838177.468939
  nChanged 110
		SP:Iteration 38Q (48675.260000 sec): 3 clusters
  Score: Raw -841227.912459 + Penalty 2990.815683 = -838237.096777
  nChanged 125
		SP:Iteration 39Q (48675.470000 sec): 3 clusters
  Score: Raw -841309.164974 + Penalty 2990.815683 = -838318.349291
  nChanged 149
		SP:Iteration 40F (48675.640000 sec): 3 clusters
  Score: Raw -841400.645525 + Penalty 2990.815683 = -838409.829843
  nChanged 135
		SP:Iteration 41Q (48675.840000 sec): 3 clusters
  Score: Raw -841473.634900 + Penalty 2990.815683 = -838482.819217
  nChanged 118
		SP:Iteration 42Q (48676.000000 sec): 3 clusters
  Score: Raw -841537.562380 + Penalty 2990.815683 = -838546.746697
  nChanged 108
		SP:Iteration 43Q (48676.160000 sec): 3 clusters
  Score: Raw -841592.647243 + Penalty 2990.815683 = -838601.831561
  nChanged 90
		SP:Iteration 44Q (48676.320000 sec): 3 clusters
  Score: Raw -841640.663358 + Penalty 2990.815683 = -838649.847676
  nChanged 83
		SP:Iteration 45Q (48676.480000 sec): 3 clusters
  Score: Raw -841677.239470 + Penalty 2990.815683 = -838686.423787
  nChanged 68
		SP:Iteration 46Q (48676.630000 sec): 3 clusters
  Score: Raw -841704.802146 + Penalty 2990.815683 = -838713.986463
  nChanged 60
		SP:Iteration 47Q (48676.770000 sec): 3 clusters
  Score: Raw -841731.793963 + Penalty 2990.815683 = -838740.978281
  nChanged 63
		SP:Iteration 48Q (48676.970000 sec): 3 clusters
  Score: Raw -841756.757322 + Penalty 2990.815683 = -838765.941639
  nChanged 57
		SP:Iteration 49Q (48677.120000 sec): 3 clusters
  Score: Raw -841779.013075 + Penalty 2990.815683 = -838788.197392
  nChanged 65
		SP:Iteration 50Q (48677.280000 sec): 3 clusters
  Score: Raw -841802.422895 + Penalty 2990.815683 = -838811.607213
  nChanged 46
		SP:Iteration 51Q (48677.430000 sec): 3 clusters
  Score: Raw -841819.313492 + Penalty 2990.815683 = -838828.497810
  nChanged 47
		SP:Iteration 52Q (48677.650000 sec): 3 clusters
  Score: Raw -841835.620328 + Penalty 2990.815683 = -838844.804646
  nChanged 35
		SP:Iteration 53Q (48677.820000 sec): 3 clusters
  Score: Raw -841844.276583 + Penalty 2990.815683 = -838853.460900
  nChanged 30
		SP:Iteration 54Q (48678.000000 sec): 3 clusters
  Score: Raw -841853.592118 + Penalty 2990.815683 = -838862.776435
  nChanged 30
		SP:Iteration 55Q (48678.210000 sec): 3 clusters
  Score: Raw -841860.828341 + Penalty 2990.815683 = -838870.012659
  nChanged 32
		SP:Iteration 56Q (48678.390000 sec): 3 clusters
  Score: Raw -841869.989529 + Penalty 2990.815683 = -838879.173847
  nChanged 27
		SP:Iteration 57Q (48678.570000 sec): 3 clusters
  Score: Raw -841878.198531 + Penalty 2990.815683 = -838887.382848
  nChanged 23
		SP:Iteration 58Q (48678.710000 sec): 3 clusters
  Score: Raw -841884.103415 + Penalty 2990.815683 = -838893.287732
  nChanged 19
		SP:Iteration 59Q (48678.890000 sec): 3 clusters
  Score: Raw -841890.272921 + Penalty 2990.815683 = -838899.457238
  nChanged 27
		SP:Iteration 60F (48679.100000 sec): 3 clusters
  Score: Raw -841898.605106 + Penalty 2990.815683 = -838907.789423
  nChanged 24
		SP:Iteration 61Q (48679.250000 sec): 3 clusters
  Score: Raw -841906.200961 + Penalty 2990.815683 = -838915.385279
  nChanged 19
		SP:Iteration 62Q (48679.410000 sec): 3 clusters
  Score: Raw -841910.613580 + Penalty 2990.815683 = -838919.797897
  nChanged 13
		SP:Iteration 63Q (48679.580000 sec): 3 clusters
  Score: Raw -841914.306028 + Penalty 2990.815683 = -838923.490345
  nChanged 13
		SP:Iteration 64Q (48679.730000 sec): 3 clusters
  Score: Raw -841916.722667 + Penalty 2990.815683 = -838925.906984
  nChanged 12
		SP:Iteration 65Q (48679.910000 sec): 3 clusters
  Score: Raw -841919.214382 + Penalty 2990.815683 = -838928.398699
  nChanged 9
		SP:Iteration 66Q (48680.120000 sec): 3 clusters
  Score: Raw -841920.880844 + Penalty 2990.815683 = -838930.065161
  nChanged 9
		SP:Iteration 67Q (48680.290000 sec): 3 clusters
  Score: Raw -841922.765573 + Penalty 2990.815683 = -838931.949890
  nChanged 6
		SP:Iteration 68Q (48680.460000 sec): 3 clusters
  Score: Raw -841924.145592 + Penalty 2990.815683 = -838933.329909
  nChanged 6
		SP:Iteration 69Q (48680.610000 sec): 3 clusters
  Score: Raw -841925.181584 + Penalty 2990.815683 = -838934.365901
  nChanged 5
		SP:Iteration 70Q (48680.780000 sec): 3 clusters
  Score: Raw -841926.408823 + Penalty 2990.815683 = -838935.593140
  nChanged 3
		SP:Iteration 71Q (48680.950000 sec): 3 clusters
  Score: Raw -841926.960667 + Penalty 2990.815683 = -838936.144984
  nChanged 8
		SP:Iteration 72Q (48681.130000 sec): 3 clusters
  Score: Raw -841929.122965 + Penalty 2990.815683 = -838938.307282
  nChanged 9
		SP:Iteration 73Q (48681.320000 sec): 3 clusters
  Score: Raw -841931.144912 + Penalty 2990.815683 = -838940.329230
  nChanged 4
		SP:Iteration 74Q (48681.490000 sec): 3 clusters
  Score: Raw -841931.739684 + Penalty 2990.815683 = -838940.924001
  nChanged 2
		SP:Iteration 75Q (48681.690000 sec): 3 clusters
  Score: Raw -841932.022195 + Penalty 2990.815683 = -838941.206512
  nChanged 2
		SP:Iteration 76Q (48681.850000 sec): 3 clusters
  Score: Raw -841932.454142 + Penalty 2990.815683 = -838941.638459
  nChanged 4
		SP:Iteration 77Q (48681.990000 sec): 3 clusters
  Score: Raw -841933.273499 + Penalty 2990.815683 = -838942.457816
  nChanged 5
		SP:Iteration 78Q (48682.180000 sec): 3 clusters
  Score: Raw -841934.330657 + Penalty 2990.815683 = -838943.514974
  nChanged 3
		SP:Iteration 79Q (48682.350000 sec): 3 clusters
  Score: Raw -841935.080918 + Penalty 2990.815683 = -838944.265235
  nChanged 2
		SP:Iteration 80F (48682.570000 sec): 3 clusters
  Score: Raw -841935.502701 + Penalty 2990.815683 = -838944.687018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48682.680000 sec): 2 clusters
  Score: Raw -198023.607812 + Penalty 1290.691600 = -196732.916211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48682.830000 sec): 3 clusters
  Score: Raw -196761.951302 + Penalty 2581.383201 = -194180.568101
  nChanged 1023
		SP:Iteration 1F (48683.030000 sec): 3 clusters
  Score: Raw -197436.531980 + Penalty 2581.383201 = -194855.148779
  nChanged 233
		SP:Iteration 2F (48683.180000 sec): 3 clusters
  Score: Raw -197641.003271 + Penalty 2581.383201 = -195059.620070
  nChanged 186
		SP:Iteration 3F (48683.360000 sec): 3 clusters
  Score: Raw -197800.160564 + Penalty 2581.383201 = -195218.777363
  nChanged 154
		SP:Iteration 4F (48683.530000 sec): 3 clusters
  Score: Raw -197912.871601 + Penalty 2581.383201 = -195331.488401
  nChanged 127
		SP:Iteration 5Q (48683.710000 sec): 3 clusters
  Score: Raw -198016.278324 + Penalty 2581.383201 = -195434.895123
  nChanged 103
		SP:Iteration 6Q (48683.890000 sec): 3 clusters
  Score: Raw -198085.796110 + Penalty 2581.383201 = -195504.412909
  nChanged 91
		SP:Iteration 7Q (48684.060000 sec): 3 clusters
  Score: Raw -198147.913540 + Penalty 2581.383201 = -195566.530340
  nChanged 82
		SP:Iteration 8Q (48684.240000 sec): 3 clusters
  Score: Raw -198202.792767 + Penalty 2581.383201 = -195621.409567
  nChanged 73
		SP:Iteration 9Q (48684.410000 sec): 3 clusters
  Score: Raw -198253.429702 + Penalty 2581.383201 = -195672.046501
  nChanged 76
		SP:Iteration 10Q (48684.590000 sec): 3 clusters
  Score: Raw -198299.677958 + Penalty 2581.383201 = -195718.294757
  nChanged 72
		SP:Iteration 11Q (48684.770000 sec): 3 clusters
  Score: Raw -198345.565708 + Penalty 2581.383201 = -195764.182507
  nChanged 54
		SP:Iteration 12Q (48684.940000 sec): 3 clusters
  Score: Raw -198379.043044 + Penalty 2581.383201 = -195797.659843
  nChanged 35
		SP:Iteration 13Q (48685.120000 sec): 3 clusters
  Score: Raw -198397.152061 + Penalty 2581.383201 = -195815.768860
  nChanged 34
		SP:Iteration 14Q (48685.290000 sec): 3 clusters
  Score: Raw -198411.803235 + Penalty 2581.383201 = -195830.420035
  nChanged 25
		SP:Iteration 15Q (48685.470000 sec): 3 clusters
  Score: Raw -198425.045716 + Penalty 2581.383201 = -195843.662515
  nChanged 24
		SP:Iteration 16Q (48685.650000 sec): 3 clusters
  Score: Raw -198437.021574 + Penalty 2581.383201 = -195855.638373
  nChanged 20
		SP:Iteration 17Q (48685.820000 sec): 3 clusters
  Score: Raw -198447.521799 + Penalty 2581.383201 = -195866.138599
  nChanged 19
		SP:Iteration 18Q (48686.000000 sec): 3 clusters
  Score: Raw -198456.709177 + Penalty 2581.383201 = -195875.325976
  nChanged 10
		SP:Iteration 19Q (48686.170000 sec): 3 clusters
  Score: Raw -198460.798872 + Penalty 2581.383201 = -195879.415671
  nChanged 9
		SP:Iteration 20F (48686.350000 sec): 3 clusters
  Score: Raw -198463.938057 + Penalty 2581.383201 = -195882.554856
  nChanged 7
		SP:Iteration 21Q (48686.530000 sec): 3 clusters
  Score: Raw -198467.173765 + Penalty 2581.383201 = -195885.790565
  nChanged 5
		SP:Iteration 22Q (48686.700000 sec): 3 clusters
  Score: Raw -198469.182521 + Penalty 2581.383201 = -195887.799321
  nChanged 8
		SP:Iteration 23Q (48686.880000 sec): 3 clusters
  Score: Raw -198472.762371 + Penalty 2581.383201 = -195891.379170
  nChanged 9
		SP:Iteration 24Q (48687.050000 sec): 3 clusters
  Score: Raw -198476.783893 + Penalty 2581.383201 = -195895.400693
  nChanged 4
		SP:Iteration 25Q (48687.230000 sec): 3 clusters
  Score: Raw -198478.306625 + Penalty 2581.383201 = -195896.923424
  nChanged 4
		SP:Iteration 26Q (48687.400000 sec): 3 clusters
  Score: Raw -198479.332811 + Penalty 2581.383201 = -195897.949610
  nChanged 5
		SP:Iteration 27Q (48687.580000 sec): 3 clusters
  Score: Raw -198481.537437 + Penalty 2581.383201 = -195900.154237
  nChanged 4
		SP:Iteration 28Q (48687.750000 sec): 3 clusters
  Score: Raw -198483.519734 + Penalty 2581.383201 = -195902.136533
  nChanged 4
		SP:Iteration 29Q (48687.930000 sec): 3 clusters
  Score: Raw -198485.176376 + Penalty 2581.383201 = -195903.793176
  nChanged 4
		SP:Iteration 30Q (48688.110000 sec): 3 clusters
  Score: Raw -198487.180346 + Penalty 2581.383201 = -195905.797146
  nChanged 3
		SP:Iteration 31Q (48688.280000 sec): 3 clusters
  Score: Raw -198489.397096 + Penalty 2581.383201 = -195908.013896
  nChanged 2
		SP:Iteration 32Q (48688.460000 sec): 3 clusters
  Score: Raw -198489.787653 + Penalty 2581.383201 = -195908.404452
  nChanged 1
		SP:Iteration 33Q (48688.630000 sec): 3 clusters
  Score: Raw -198490.249282 + Penalty 2581.383201 = -195908.866081
  nChanged 0
		SP:Iteration 34F (48688.810000 sec): 3 clusters
  Score: Raw -198490.249282 + Penalty 2581.383201 = -195908.866081
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48688.910000 sec): 2 clusters
  Score: Raw -289413.871414 + Penalty 1334.277707 = -288079.593708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48689.070000 sec): 3 clusters
  Score: Raw -287583.685750 + Penalty 2668.555413 = -284915.130336
  nChanged 1452
		SP:Iteration 1F (48689.230000 sec): 3 clusters
  Score: Raw -288416.241732 + Penalty 2668.555413 = -285747.686318
  nChanged 296
		SP:Iteration 2F (48689.390000 sec): 3 clusters
  Score: Raw -288620.822021 + Penalty 2668.555413 = -285952.266608
  nChanged 224
		SP:Iteration 3F (48689.550000 sec): 3 clusters
  Score: Raw -288749.296437 + Penalty 2668.555413 = -286080.741024
  nChanged 134
		SP:Iteration 4Q (48689.710000 sec): 3 clusters
  Score: Raw -288818.335495 + Penalty 2668.555413 = -286149.780082
  nChanged 131
		SP:Iteration 5Q (48689.870000 sec): 3 clusters
  Score: Raw -288876.797317 + Penalty 2668.555413 = -286208.241903
  nChanged 97
		SP:Iteration 6Q (48690.030000 sec): 3 clusters
  Score: Raw -288925.906592 + Penalty 2668.555413 = -286257.351179
  nChanged 105
		SP:Iteration 7Q (48690.190000 sec): 3 clusters
  Score: Raw -288983.999505 + Penalty 2668.555413 = -286315.444091
  nChanged 99
		SP:Iteration 8Q (48690.350000 sec): 3 clusters
  Score: Raw -289034.994265 + Penalty 2668.555413 = -286366.438852
  nChanged 92
		SP:Iteration 9Q (48690.510000 sec): 3 clusters
  Score: Raw -289080.834041 + Penalty 2668.555413 = -286412.278628
  nChanged 89
		SP:Iteration 10Q (48690.670000 sec): 3 clusters
  Score: Raw -289126.727420 + Penalty 2668.555413 = -286458.172006
  nChanged 87
		SP:Iteration 11Q (48690.830000 sec): 3 clusters
  Score: Raw -289175.292688 + Penalty 2668.555413 = -286506.737274
  nChanged 86
		SP:Iteration 12Q (48690.990000 sec): 3 clusters
  Score: Raw -289226.515068 + Penalty 2668.555413 = -286557.959655
  nChanged 81
		SP:Iteration 13Q (48691.150000 sec): 3 clusters
  Score: Raw -289274.785981 + Penalty 2668.555413 = -286606.230568
  nChanged 84
		SP:Iteration 14Q (48691.320000 sec): 3 clusters
  Score: Raw -289324.085601 + Penalty 2668.555413 = -286655.530187
  nChanged 57
		SP:Iteration 15Q (48691.510000 sec): 3 clusters
  Score: Raw -289359.142610 + Penalty 2668.555413 = -286690.587197
  nChanged 38
		SP:Iteration 16Q (48691.670000 sec): 3 clusters
  Score: Raw -289377.000877 + Penalty 2668.555413 = -286708.445464
  nChanged 34
		SP:Iteration 17Q (48691.830000 sec): 3 clusters
  Score: Raw -289396.176620 + Penalty 2668.555413 = -286727.621206
  nChanged 27
		SP:Iteration 18Q (48691.990000 sec): 3 clusters
  Score: Raw -289409.625541 + Penalty 2668.555413 = -286741.070128
  nChanged 24
		SP:Iteration 19Q (48692.140000 sec): 3 clusters
  Score: Raw -289422.035772 + Penalty 2668.555413 = -286753.480358
  nChanged 14
		SP:Iteration 20F (48692.300000 sec): 3 clusters
  Score: Raw -289427.509651 + Penalty 2668.555413 = -286758.954238
  nChanged 10
		SP:Iteration 21Q (48692.460000 sec): 3 clusters
  Score: Raw -289431.360052 + Penalty 2668.555413 = -286762.804638
  nChanged 6
		SP:Iteration 22Q (48692.640000 sec): 3 clusters
  Score: Raw -289434.380594 + Penalty 2668.555413 = -286765.825181
  nChanged 7
		SP:Iteration 23Q (48692.820000 sec): 3 clusters
  Score: Raw -289436.788766 + Penalty 2668.555413 = -286768.233352
  nChanged 9
		SP:Iteration 24Q (48692.980000 sec): 3 clusters
  Score: Raw -289440.990404 + Penalty 2668.555413 = -286772.434991
  nChanged 7
		SP:Iteration 25Q (48693.140000 sec): 3 clusters
  Score: Raw -289444.809192 + Penalty 2668.555413 = -286776.253778
  nChanged 12
		SP:Iteration 26Q (48693.300000 sec): 3 clusters
  Score: Raw -289452.114767 + Penalty 2668.555413 = -286783.559354
  nChanged 11
		SP:Iteration 27Q (48693.460000 sec): 3 clusters
  Score: Raw -289457.228112 + Penalty 2668.555413 = -286788.672699
  nChanged 9
		SP:Iteration 28Q (48693.610000 sec): 3 clusters
  Score: Raw -289461.123803 + Penalty 2668.555413 = -286792.568390
  nChanged 6
		SP:Iteration 29Q (48693.770000 sec): 3 clusters
  Score: Raw -289462.928256 + Penalty 2668.555413 = -286794.372843
  nChanged 2
		SP:Iteration 30Q (48693.930000 sec): 3 clusters
  Score: Raw -289464.054441 + Penalty 2668.555413 = -286795.499027
  nChanged 2
		SP:Iteration 31Q (48694.090000 sec): 3 clusters
  Score: Raw -289465.289668 + Penalty 2668.555413 = -286796.734255
  nChanged 2
		SP:Iteration 32Q (48694.250000 sec): 3 clusters
  Score: Raw -289465.996692 + Penalty 2668.555413 = -286797.441279
  nChanged 4
		SP:Iteration 33Q (48694.400000 sec): 3 clusters
  Score: Raw -289466.878483 + Penalty 2668.555413 = -286798.323070
  nChanged 1
		SP:Iteration 34Q (48694.570000 sec): 3 clusters
  Score: Raw -289467.317127 + Penalty 2668.555413 = -286798.761713
  nChanged 1
		SP:Iteration 35Q (48694.740000 sec): 3 clusters
  Score: Raw -289467.443383 + Penalty 2668.555413 = -286798.887970
  nChanged 0
		SP:Iteration 36F (48694.910000 sec): 3 clusters
  Score: Raw -289467.443383 + Penalty 2668.555413 = -286798.887970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48695.000000 sec): 2 clusters
  Score: Raw -59132.701278 + Penalty 1081.090242 = -58051.611036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48695.170000 sec): 3 clusters
  Score: Raw -58936.416889 + Penalty 2162.180485 = -56774.236404
  nChanged 211
		SP:Iteration 1F (48695.350000 sec): 3 clusters
  Score: Raw -59132.347328 + Penalty 2162.180485 = -56970.166843
  nChanged 56
		SP:Iteration 2F (48695.520000 sec): 3 clusters
  Score: Raw -59200.103160 + Penalty 2162.180485 = -57037.922676
  nChanged 26
		SP:Iteration 3Q (48695.690000 sec): 3 clusters
  Score: Raw -59224.474901 + Penalty 2162.180485 = -57062.294417
  nChanged 18
		SP:Iteration 4Q (48695.870000 sec): 3 clusters
  Score: Raw -59239.572345 + Penalty 2162.180485 = -57077.391861
  nChanged 8
		SP:Iteration 5Q (48696.070000 sec): 3 clusters
  Score: Raw -59245.823027 + Penalty 2162.180485 = -57083.642543
  nChanged 10
		SP:Iteration 6Q (48696.230000 sec): 3 clusters
  Score: Raw -59257.758457 + Penalty 2162.180485 = -57095.577972
  nChanged 12
		SP:Iteration 7Q (48696.390000 sec): 3 clusters
  Score: Raw -59275.341947 + Penalty 2162.180485 = -57113.161463
  nChanged 6
		SP:Iteration 8Q (48696.550000 sec): 3 clusters
  Score: Raw -59282.098873 + Penalty 2162.180485 = -57119.918388
  nChanged 3
		SP:Iteration 9Q (48696.710000 sec): 3 clusters
  Score: Raw -59286.279890 + Penalty 2162.180485 = -57124.099406
  nChanged 5
		SP:Iteration 10Q (48696.830000 sec): 3 clusters
  Score: Raw -59297.141835 + Penalty 2162.180485 = -57134.961350
  nChanged 6
		SP:Iteration 11Q (48697.000000 sec): 3 clusters
  Score: Raw -59302.209934 + Penalty 2162.180485 = -57140.029449
  nChanged 2
		SP:Iteration 12Q (48697.180000 sec): 3 clusters
  Score: Raw -59303.466832 + Penalty 2162.180485 = -57141.286347
  nChanged 3
		SP:Iteration 13Q (48697.350000 sec): 3 clusters
  Score: Raw -59305.830484 + Penalty 2162.180485 = -57143.649999
  nChanged 4
		SP:Iteration 14Q (48697.530000 sec): 3 clusters
  Score: Raw -59310.753006 + Penalty 2162.180485 = -57148.572522
  nChanged 5
		SP:Iteration 15Q (48697.710000 sec): 3 clusters
  Score: Raw -59316.754135 + Penalty 2162.180485 = -57154.573651
  nChanged 8
		SP:Iteration 16Q (48697.880000 sec): 3 clusters
  Score: Raw -59325.906686 + Penalty 2162.180485 = -57163.726202
  nChanged 5
		SP:Iteration 17Q (48698.060000 sec): 3 clusters
  Score: Raw -59329.791674 + Penalty 2162.180485 = -57167.611190
  nChanged 2
		SP:Iteration 18Q (48698.230000 sec): 3 clusters
  Score: Raw -59331.665525 + Penalty 2162.180485 = -57169.485041
  nChanged 0
		SP:Iteration 19F (48698.410000 sec): 3 clusters
  Score: Raw -59331.665525 + Penalty 2162.180485 = -57169.485041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48698.500000 sec): 2 clusters
  Score: Raw -107078.821205 + Penalty 1167.008691 = -105911.812514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48698.670000 sec): 3 clusters
  Score: Raw -106593.308079 + Penalty 2334.017382 = -104259.290697
  nChanged 404
		SP:Iteration 1F (48698.850000 sec): 3 clusters
  Score: Raw -106901.629303 + Penalty 2334.017382 = -104567.611921
  nChanged 96
		SP:Iteration 2F (48699.030000 sec): 3 clusters
  Score: Raw -106988.773048 + Penalty 2334.017382 = -104654.755666
  nChanged 60
		SP:Iteration 3Q (48699.200000 sec): 3 clusters
  Score: Raw -107051.660274 + Penalty 2334.017382 = -104717.642892
  nChanged 47
		SP:Iteration 4Q (48699.380000 sec): 3 clusters
  Score: Raw -107098.176870 + Penalty 2334.017382 = -104764.159488
  nChanged 37
		SP:Iteration 5Q (48699.550000 sec): 3 clusters
  Score: Raw -107130.556435 + Penalty 2334.017382 = -104796.539053
  nChanged 33
		SP:Iteration 6Q (48699.730000 sec): 3 clusters
  Score: Raw -107161.600108 + Penalty 2334.017382 = -104827.582726
  nChanged 29
		SP:Iteration 7Q (48699.910000 sec): 3 clusters
  Score: Raw -107187.517182 + Penalty 2334.017382 = -104853.499800
  nChanged 25
		SP:Iteration 8Q (48700.080000 sec): 3 clusters
  Score: Raw -107215.934066 + Penalty 2334.017382 = -104881.916684
  nChanged 25
		SP:Iteration 9Q (48700.250000 sec): 3 clusters
  Score: Raw -107238.255756 + Penalty 2334.017382 = -104904.238374
  nChanged 16
		SP:Iteration 10Q (48700.430000 sec): 3 clusters
  Score: Raw -107255.242139 + Penalty 2334.017382 = -104921.224757
  nChanged 14
		SP:Iteration 11Q (48700.610000 sec): 3 clusters
  Score: Raw -107266.504881 + Penalty 2334.017382 = -104932.487499
  nChanged 10
		SP:Iteration 12Q (48700.780000 sec): 3 clusters
  Score: Raw -107278.944149 + Penalty 2334.017382 = -104944.926767
  nChanged 12
		SP:Iteration 13Q (48700.960000 sec): 3 clusters
  Score: Raw -107287.453046 + Penalty 2334.017382 = -104953.435664
  nChanged 11
		SP:Iteration 14Q (48701.130000 sec): 3 clusters
  Score: Raw -107297.207993 + Penalty 2334.017382 = -104963.190611
  nChanged 20
		SP:Iteration 15Q (48701.310000 sec): 3 clusters
  Score: Raw -107314.450672 + Penalty 2334.017382 = -104980.433290
  nChanged 18
		SP:Iteration 16Q (48701.490000 sec): 3 clusters
  Score: Raw -107326.607303 + Penalty 2334.017382 = -104992.589921
  nChanged 12
		SP:Iteration 17Q (48701.660000 sec): 3 clusters
  Score: Raw -107335.779738 + Penalty 2334.017382 = -105001.762356
  nChanged 12
		SP:Iteration 18Q (48701.840000 sec): 3 clusters
  Score: Raw -107344.461150 + Penalty 2334.017382 = -105010.443768
  nChanged 9
		SP:Iteration 19Q (48702.010000 sec): 3 clusters
  Score: Raw -107352.499647 + Penalty 2334.017382 = -105018.482265
  nChanged 2
		SP:Iteration 20F (48702.190000 sec): 3 clusters
  Score: Raw -107354.576846 + Penalty 2334.017382 = -105020.559464
  nChanged 2
		SP:Iteration 21Q (48702.370000 sec): 3 clusters
  Score: Raw -107355.576923 + Penalty 2334.017382 = -105021.559541
  nChanged 3
		SP:Iteration 22Q (48702.540000 sec): 3 clusters
  Score: Raw -107358.965345 + Penalty 2334.017382 = -105024.947963
  nChanged 5
		SP:Iteration 23Q (48702.720000 sec): 3 clusters
  Score: Raw -107363.238433 + Penalty 2334.017382 = -105029.221051
  nChanged 3
		SP:Iteration 24Q (48702.890000 sec): 3 clusters
  Score: Raw -107365.125859 + Penalty 2334.017382 = -105031.108477
  nChanged 1
		SP:Iteration 25Q (48703.070000 sec): 3 clusters
  Score: Raw -107365.997224 + Penalty 2334.017382 = -105031.979842
  nChanged 3
		SP:Iteration 26Q (48703.250000 sec): 3 clusters
  Score: Raw -107368.821106 + Penalty 2334.017382 = -105034.803724
  nChanged 2
		SP:Iteration 27Q (48703.420000 sec): 3 clusters
  Score: Raw -107370.035467 + Penalty 2334.017382 = -105036.018085
  nChanged 3
		SP:Iteration 28Q (48703.600000 sec): 3 clusters
  Score: Raw -107371.536940 + Penalty 2334.017382 = -105037.519558
  nChanged 2
		SP:Iteration 29Q (48703.770000 sec): 3 clusters
  Score: Raw -107372.074639 + Penalty 2334.017382 = -105038.057257
  nChanged 1
		SP:Iteration 30Q (48703.950000 sec): 3 clusters
  Score: Raw -107372.382519 + Penalty 2334.017382 = -105038.365137
  nChanged 0
		SP:Iteration 31F (48704.130000 sec): 3 clusters
  Score: Raw -107372.382519 + Penalty 2334.017382 = -105038.365137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48704.210000 sec): 2 clusters
  Score: Raw -105704.021778 + Penalty 1177.534813 = -104526.486965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48704.390000 sec): 3 clusters
  Score: Raw -105204.505159 + Penalty 2355.069626 = -102849.435533
  nChanged 444
		SP:Iteration 1F (48704.570000 sec): 3 clusters
  Score: Raw -105594.423665 + Penalty 2355.069626 = -103239.354039
  nChanged 108
		SP:Iteration 2F (48704.740000 sec): 3 clusters
  Score: Raw -105687.990474 + Penalty 2355.069626 = -103332.920848
  nChanged 47
		SP:Iteration 3Q (48704.920000 sec): 3 clusters
  Score: Raw -105722.708258 + Penalty 2355.069626 = -103367.638632
  nChanged 33
		SP:Iteration 4Q (48705.090000 sec): 3 clusters
  Score: Raw -105744.502806 + Penalty 2355.069626 = -103389.433180
  nChanged 28
		SP:Iteration 5Q (48705.270000 sec): 3 clusters
  Score: Raw -105764.008710 + Penalty 2355.069626 = -103408.939084
  nChanged 21
		SP:Iteration 6Q (48705.450000 sec): 3 clusters
  Score: Raw -105778.344039 + Penalty 2355.069626 = -103423.274413
  nChanged 12
		SP:Iteration 7Q (48705.620000 sec): 3 clusters
  Score: Raw -105790.064615 + Penalty 2355.069626 = -103434.994989
  nChanged 17
		SP:Iteration 8Q (48705.800000 sec): 3 clusters
  Score: Raw -105800.457660 + Penalty 2355.069626 = -103445.388034
  nChanged 14
		SP:Iteration 9Q (48705.970000 sec): 3 clusters
  Score: Raw -105807.725569 + Penalty 2355.069626 = -103452.655943
  nChanged 16
		SP:Iteration 10Q (48706.150000 sec): 3 clusters
  Score: Raw -105818.730747 + Penalty 2355.069626 = -103463.661121
  nChanged 12
		SP:Iteration 11Q (48706.320000 sec): 3 clusters
  Score: Raw -105826.893554 + Penalty 2355.069626 = -103471.823928
  nChanged 8
		SP:Iteration 12Q (48706.500000 sec): 3 clusters
  Score: Raw -105835.735195 + Penalty 2355.069626 = -103480.665569
  nChanged 9
		SP:Iteration 13Q (48706.670000 sec): 3 clusters
  Score: Raw -105846.797807 + Penalty 2355.069626 = -103491.728181
  nChanged 7
		SP:Iteration 14Q (48706.850000 sec): 3 clusters
  Score: Raw -105852.207997 + Penalty 2355.069626 = -103497.138371
  nChanged 11
		SP:Iteration 15Q (48707.030000 sec): 3 clusters
  Score: Raw -105862.668282 + Penalty 2355.069626 = -103507.598656
  nChanged 12
		SP:Iteration 16Q (48707.200000 sec): 3 clusters
  Score: Raw -105870.110673 + Penalty 2355.069626 = -103515.041047
  nChanged 10
		SP:Iteration 17Q (48707.380000 sec): 3 clusters
  Score: Raw -105876.046119 + Penalty 2355.069626 = -103520.976493
  nChanged 7
		SP:Iteration 18Q (48707.550000 sec): 3 clusters
  Score: Raw -105879.529806 + Penalty 2355.069626 = -103524.460180
  nChanged 6
		SP:Iteration 19Q (48707.730000 sec): 3 clusters
  Score: Raw -105881.648513 + Penalty 2355.069626 = -103526.578887
  nChanged 6
		SP:Iteration 20F (48707.910000 sec): 3 clusters
  Score: Raw -105885.507753 + Penalty 2355.069626 = -103530.438127
  nChanged 4
		SP:Iteration 21Q (48708.080000 sec): 3 clusters
  Score: Raw -105887.962021 + Penalty 2355.069626 = -103532.892395
  nChanged 5
		SP:Iteration 22Q (48708.260000 sec): 3 clusters
  Score: Raw -105890.375383 + Penalty 2355.069626 = -103535.305757
  nChanged 1
		SP:Iteration 23Q (48708.430000 sec): 3 clusters
  Score: Raw -105891.406860 + Penalty 2355.069626 = -103536.337234
  nChanged 1
		SP:Iteration 24Q (48708.610000 sec): 3 clusters
  Score: Raw -105892.616682 + Penalty 2355.069626 = -103537.547056
  nChanged 3
		SP:Iteration 25Q (48708.790000 sec): 3 clusters
  Score: Raw -105895.235699 + Penalty 2355.069626 = -103540.166073
  nChanged 3
		SP:Iteration 26Q (48708.960000 sec): 3 clusters
  Score: Raw -105896.576719 + Penalty 2355.069626 = -103541.507093
  nChanged 4
		SP:Iteration 27Q (48709.140000 sec): 3 clusters
  Score: Raw -105899.866532 + Penalty 2355.069626 = -103544.796906
  nChanged 4
		SP:Iteration 28Q (48709.310000 sec): 3 clusters
  Score: Raw -105901.804619 + Penalty 2355.069626 = -103546.734993
  nChanged 3
		SP:Iteration 29Q (48709.490000 sec): 3 clusters
  Score: Raw -105904.358392 + Penalty 2355.069626 = -103549.288766
  nChanged 3
		SP:Iteration 30Q (48709.670000 sec): 3 clusters
  Score: Raw -105906.545476 + Penalty 2355.069626 = -103551.475850
  nChanged 4
		SP:Iteration 31Q (48709.840000 sec): 3 clusters
  Score: Raw -105908.588418 + Penalty 2355.069626 = -103553.518792
  nChanged 4
		SP:Iteration 32Q (48710.020000 sec): 3 clusters
  Score: Raw -105911.151726 + Penalty 2355.069626 = -103556.082100
  nChanged 3
		SP:Iteration 33Q (48710.190000 sec): 3 clusters
  Score: Raw -105913.288731 + Penalty 2355.069626 = -103558.219105
  nChanged 3
		SP:Iteration 34Q (48710.370000 sec): 3 clusters
  Score: Raw -105914.715875 + Penalty 2355.069626 = -103559.646249
  nChanged 1
		SP:Iteration 35Q (48710.540000 sec): 3 clusters
  Score: Raw -105914.984932 + Penalty 2355.069626 = -103559.915306
  nChanged 1
		SP:Iteration 36Q (48710.720000 sec): 3 clusters
  Score: Raw -105915.276464 + Penalty 2355.069626 = -103560.206838
  nChanged 0
		SP:Iteration 37F (48710.890000 sec): 3 clusters
  Score: Raw -105915.276464 + Penalty 2355.069626 = -103560.206838
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48710.980000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48711.160000 sec): 3 clusters
  Score: Raw -104345.843984 + Penalty 2333.275090 = -102012.568894
  nChanged 437
		SP:Iteration 1F (48711.330000 sec): 3 clusters
  Score: Raw -104728.203035 + Penalty 2333.275090 = -102394.927945
  nChanged 119
		SP:Iteration 2F (48711.510000 sec): 3 clusters
  Score: Raw -104877.028824 + Penalty 2333.275090 = -102543.753734
  nChanged 72
		SP:Iteration 3F (48711.690000 sec): 3 clusters
  Score: Raw -104961.886874 + Penalty 2333.275090 = -102628.611784
  nChanged 44
		SP:Iteration 4Q (48711.860000 sec): 3 clusters
  Score: Raw -105011.596457 + Penalty 2333.275090 = -102678.321367
  nChanged 35
		SP:Iteration 5Q (48712.040000 sec): 3 clusters
  Score: Raw -105041.942252 + Penalty 2333.275090 = -102708.667162
  nChanged 25
		SP:Iteration 6Q (48712.210000 sec): 3 clusters
  Score: Raw -105065.370190 + Penalty 2333.275090 = -102732.095100
  nChanged 26
		SP:Iteration 7Q (48712.390000 sec): 3 clusters
  Score: Raw -105089.157752 + Penalty 2333.275090 = -102755.882662
  nChanged 25
		SP:Iteration 8Q (48712.570000 sec): 3 clusters
  Score: Raw -105113.386366 + Penalty 2333.275090 = -102780.111276
  nChanged 21
		SP:Iteration 9Q (48712.740000 sec): 3 clusters
  Score: Raw -105137.362898 + Penalty 2333.275090 = -102804.087808
  nChanged 20
		SP:Iteration 10Q (48712.920000 sec): 3 clusters
  Score: Raw -105155.348874 + Penalty 2333.275090 = -102822.073784
  nChanged 13
		SP:Iteration 11Q (48713.090000 sec): 3 clusters
  Score: Raw -105178.233707 + Penalty 2333.275090 = -102844.958616
  nChanged 24
		SP:Iteration 12Q (48713.270000 sec): 3 clusters
  Score: Raw -105216.974668 + Penalty 2333.275090 = -102883.699578
  nChanged 29
		SP:Iteration 13Q (48713.440000 sec): 3 clusters
  Score: Raw -105286.089417 + Penalty 2333.275090 = -102952.814326
  nChanged 27
		SP:Iteration 14Q (48713.620000 sec): 3 clusters
  Score: Raw -105339.750924 + Penalty 2333.275090 = -103006.475834
  nChanged 22
		SP:Iteration 15Q (48713.790000 sec): 3 clusters
  Score: Raw -105374.812081 + Penalty 2333.275090 = -103041.536991
  nChanged 15
		SP:Iteration 16Q (48713.970000 sec): 3 clusters
  Score: Raw -105401.328335 + Penalty 2333.275090 = -103068.053245
  nChanged 11
		SP:Iteration 17Q (48714.150000 sec): 3 clusters
  Score: Raw -105416.682666 + Penalty 2333.275090 = -103083.407576
  nChanged 13
		SP:Iteration 18Q (48714.320000 sec): 3 clusters
  Score: Raw -105430.975061 + Penalty 2333.275090 = -103097.699971
  nChanged 11
		SP:Iteration 19Q (48714.490000 sec): 3 clusters
  Score: Raw -105438.215198 + Penalty 2333.275090 = -103104.940108
  nChanged 8
		SP:Iteration 20F (48714.670000 sec): 3 clusters
  Score: Raw -105444.190294 + Penalty 2333.275090 = -103110.915204
  nChanged 4
		SP:Iteration 21Q (48714.850000 sec): 3 clusters
  Score: Raw -105448.782667 + Penalty 2333.275090 = -103115.507577
  nChanged 3
		SP:Iteration 22Q (48715.020000 sec): 3 clusters
  Score: Raw -105451.584569 + Penalty 2333.275090 = -103118.309479
  nChanged 2
		SP:Iteration 23Q (48715.200000 sec): 3 clusters
  Score: Raw -105452.829989 + Penalty 2333.275090 = -103119.554899
  nChanged 2
		SP:Iteration 24Q (48715.370000 sec): 3 clusters
  Score: Raw -105454.675240 + Penalty 2333.275090 = -103121.400150
  nChanged 2
		SP:Iteration 25Q (48715.550000 sec): 3 clusters
  Score: Raw -105455.402535 + Penalty 2333.275090 = -103122.127444
  nChanged 0
		SP:Iteration 26F (48715.730000 sec): 3 clusters
  Score: Raw -105455.402535 + Penalty 2333.275090 = -103122.127444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48715.810000 sec): 2 clusters
  Score: Raw -103697.905284 + Penalty 1188.614835 = -102509.290448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48715.990000 sec): 3 clusters
  Score: Raw -103107.669251 + Penalty 2377.229671 = -100730.439581
  nChanged 504
		SP:Iteration 1F (48716.170000 sec): 3 clusters
  Score: Raw -103496.199765 + Penalty 2377.229671 = -101118.970095
  nChanged 144
		SP:Iteration 2F (48716.340000 sec): 3 clusters
  Score: Raw -103672.106962 + Penalty 2377.229671 = -101294.877292
  nChanged 92
		SP:Iteration 3F (48716.520000 sec): 3 clusters
  Score: Raw -103780.109762 + Penalty 2377.229671 = -101402.880092
  nChanged 73
		SP:Iteration 4Q (48716.690000 sec): 3 clusters
  Score: Raw -103852.702701 + Penalty 2377.229671 = -101475.473030
  nChanged 61
		SP:Iteration 5Q (48716.870000 sec): 3 clusters
  Score: Raw -103926.912309 + Penalty 2377.229671 = -101549.682638
  nChanged 48
		SP:Iteration 6Q (48717.050000 sec): 3 clusters
  Score: Raw -103977.826712 + Penalty 2377.229671 = -101600.597042
  nChanged 34
		SP:Iteration 7Q (48717.220000 sec): 3 clusters
  Score: Raw -104019.473295 + Penalty 2377.229671 = -101642.243624
  nChanged 28
		SP:Iteration 8Q (48717.400000 sec): 3 clusters
  Score: Raw -104054.191378 + Penalty 2377.229671 = -101676.961708
  nChanged 20
		SP:Iteration 9Q (48717.570000 sec): 3 clusters
  Score: Raw -104068.467131 + Penalty 2377.229671 = -101691.237460
  nChanged 17
		SP:Iteration 10Q (48717.750000 sec): 3 clusters
  Score: Raw -104080.599075 + Penalty 2377.229671 = -101703.369404
  nChanged 12
		SP:Iteration 11Q (48717.930000 sec): 3 clusters
  Score: Raw -104090.228360 + Penalty 2377.229671 = -101712.998689
  nChanged 17
		SP:Iteration 12Q (48718.100000 sec): 3 clusters
  Score: Raw -104105.260475 + Penalty 2377.229671 = -101728.030805
  nChanged 16
		SP:Iteration 13Q (48718.280000 sec): 3 clusters
  Score: Raw -104120.905432 + Penalty 2377.229671 = -101743.675762
  nChanged 17
		SP:Iteration 14Q (48718.450000 sec): 3 clusters
  Score: Raw -104134.523332 + Penalty 2377.229671 = -101757.293662
  nChanged 15
		SP:Iteration 15Q (48718.630000 sec): 3 clusters
  Score: Raw -104144.841787 + Penalty 2377.229671 = -101767.612117
  nChanged 10
		SP:Iteration 16Q (48718.810000 sec): 3 clusters
  Score: Raw -104156.129928 + Penalty 2377.229671 = -101778.900258
  nChanged 15
		SP:Iteration 17Q (48718.980000 sec): 3 clusters
  Score: Raw -104168.775670 + Penalty 2377.229671 = -101791.546000
  nChanged 12
		SP:Iteration 18Q (48719.160000 sec): 3 clusters
  Score: Raw -104185.045894 + Penalty 2377.229671 = -101807.816223
  nChanged 13
		SP:Iteration 19Q (48719.330000 sec): 3 clusters
  Score: Raw -104201.124551 + Penalty 2377.229671 = -101823.894880
  nChanged 10
		SP:Iteration 20F (48719.510000 sec): 3 clusters
  Score: Raw -104215.345124 + Penalty 2377.229671 = -101838.115453
  nChanged 12
		SP:Iteration 21Q (48719.690000 sec): 3 clusters
  Score: Raw -104229.760927 + Penalty 2377.229671 = -101852.531257
  nChanged 11
		SP:Iteration 22Q (48719.860000 sec): 3 clusters
  Score: Raw -104239.754823 + Penalty 2377.229671 = -101862.525152
  nChanged 15
		SP:Iteration 23Q (48720.040000 sec): 3 clusters
  Score: Raw -104250.087930 + Penalty 2377.229671 = -101872.858260
  nChanged 13
		SP:Iteration 24Q (48720.210000 sec): 3 clusters
  Score: Raw -104257.567713 + Penalty 2377.229671 = -101880.338043
  nChanged 11
		SP:Iteration 25Q (48720.390000 sec): 3 clusters
  Score: Raw -104263.592693 + Penalty 2377.229671 = -101886.363023
  nChanged 6
		SP:Iteration 26Q (48720.570000 sec): 3 clusters
  Score: Raw -104266.088486 + Penalty 2377.229671 = -101888.858816
  nChanged 4
		SP:Iteration 27Q (48720.740000 sec): 3 clusters
  Score: Raw -104268.975619 + Penalty 2377.229671 = -101891.745949
  nChanged 3
		SP:Iteration 28Q (48720.910000 sec): 3 clusters
  Score: Raw -104270.706880 + Penalty 2377.229671 = -101893.477210
  nChanged 8
		SP:Iteration 29Q (48721.090000 sec): 3 clusters
  Score: Raw -104275.679427 + Penalty 2377.229671 = -101898.449756
  nChanged 4
		SP:Iteration 30Q (48721.260000 sec): 3 clusters
  Score: Raw -104277.950756 + Penalty 2377.229671 = -101900.721086
  nChanged 3
		SP:Iteration 31Q (48721.440000 sec): 3 clusters
  Score: Raw -104279.897416 + Penalty 2377.229671 = -101902.667745
  nChanged 1
		SP:Iteration 32Q (48721.610000 sec): 3 clusters
  Score: Raw -104280.769460 + Penalty 2377.229671 = -101903.539790
  nChanged 0
		SP:Iteration 33F (48721.790000 sec): 3 clusters
  Score: Raw -104280.769460 + Penalty 2377.229671 = -101903.539790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48721.870000 sec): 2 clusters
  Score: Raw -196617.235670 + Penalty 1268.852496 = -195348.383174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48722.040000 sec): 3 clusters
  Score: Raw -195494.257062 + Penalty 2537.704991 = -192956.552070
  nChanged 916
		SP:Iteration 1F (48722.220000 sec): 3 clusters
  Score: Raw -196063.920625 + Penalty 2537.704991 = -193526.215634
  nChanged 215
		SP:Iteration 2F (48722.390000 sec): 3 clusters
  Score: Raw -196213.118230 + Penalty 2537.704991 = -193675.413238
  nChanged 131
		SP:Iteration 3F (48722.570000 sec): 3 clusters
  Score: Raw -196285.297389 + Penalty 2537.704991 = -193747.592397
  nChanged 91
		SP:Iteration 4Q (48722.740000 sec): 3 clusters
  Score: Raw -196340.315294 + Penalty 2537.704991 = -193802.610303
  nChanged 78
		SP:Iteration 5Q (48722.920000 sec): 3 clusters
  Score: Raw -196383.585478 + Penalty 2537.704991 = -193845.880487
  nChanged 54
		SP:Iteration 6Q (48723.090000 sec): 3 clusters
  Score: Raw -196417.699234 + Penalty 2537.704991 = -193879.994243
  nChanged 59
		SP:Iteration 7Q (48723.270000 sec): 3 clusters
  Score: Raw -196452.875435 + Penalty 2537.704991 = -193915.170443
  nChanged 51
		SP:Iteration 8Q (48723.440000 sec): 3 clusters
  Score: Raw -196480.875565 + Penalty 2537.704991 = -193943.170574
  nChanged 36
		SP:Iteration 9Q (48723.620000 sec): 3 clusters
  Score: Raw -196498.680897 + Penalty 2537.704991 = -193960.975906
  nChanged 31
		SP:Iteration 10Q (48723.790000 sec): 3 clusters
  Score: Raw -196513.517311 + Penalty 2537.704991 = -193975.812320
  nChanged 27
		SP:Iteration 11Q (48723.970000 sec): 3 clusters
  Score: Raw -196522.437138 + Penalty 2537.704991 = -193984.732147
  nChanged 22
		SP:Iteration 12Q (48724.150000 sec): 3 clusters
  Score: Raw -196531.404496 + Penalty 2537.704991 = -193993.699504
  nChanged 18
		SP:Iteration 13Q (48724.320000 sec): 3 clusters
  Score: Raw -196539.577219 + Penalty 2537.704991 = -194001.872228
  nChanged 21
		SP:Iteration 14Q (48724.500000 sec): 3 clusters
  Score: Raw -196547.046030 + Penalty 2537.704991 = -194009.341039
  nChanged 14
		SP:Iteration 15Q (48724.670000 sec): 3 clusters
  Score: Raw -196550.883083 + Penalty 2537.704991 = -194013.178091
  nChanged 5
		SP:Iteration 16Q (48724.850000 sec): 3 clusters
  Score: Raw -196552.877148 + Penalty 2537.704991 = -194015.172157
  nChanged 7
		SP:Iteration 17Q (48725.030000 sec): 3 clusters
  Score: Raw -196555.333668 + Penalty 2537.704991 = -194017.628677
  nChanged 7
		SP:Iteration 18Q (48725.200000 sec): 3 clusters
  Score: Raw -196557.501806 + Penalty 2537.704991 = -194019.796815
  nChanged 8
		SP:Iteration 19Q (48725.380000 sec): 3 clusters
  Score: Raw -196559.726034 + Penalty 2537.704991 = -194022.021043
  nChanged 6
		SP:Iteration 20F (48725.560000 sec): 3 clusters
  Score: Raw -196561.143350 + Penalty 2537.704991 = -194023.438359
  nChanged 5
		SP:Iteration 21Q (48725.730000 sec): 3 clusters
  Score: Raw -196562.657775 + Penalty 2537.704991 = -194024.952783
  nChanged 1
		SP:Iteration 22Q (48725.910000 sec): 3 clusters
  Score: Raw -196563.035174 + Penalty 2537.704991 = -194025.330183
  nChanged 2
		SP:Iteration 23Q (48726.080000 sec): 3 clusters
  Score: Raw -196563.454093 + Penalty 2537.704991 = -194025.749101
  nChanged 2
		SP:Iteration 24Q (48726.260000 sec): 3 clusters
  Score: Raw -196564.439179 + Penalty 2537.704991 = -194026.734188
  nChanged 3
		SP:Iteration 25Q (48726.440000 sec): 3 clusters
  Score: Raw -196565.416055 + Penalty 2537.704991 = -194027.711063
  nChanged 3
		SP:Iteration 26Q (48726.610000 sec): 3 clusters
  Score: Raw -196566.389431 + Penalty 2537.704991 = -194028.684439
  nChanged 3
		SP:Iteration 27Q (48726.790000 sec): 3 clusters
  Score: Raw -196567.468890 + Penalty 2537.704991 = -194029.763899
  nChanged 5
		SP:Iteration 28Q (48726.960000 sec): 3 clusters
  Score: Raw -196568.804495 + Penalty 2537.704991 = -194031.099503
  nChanged 3
		SP:Iteration 29Q (48727.140000 sec): 3 clusters
  Score: Raw -196569.542449 + Penalty 2537.704991 = -194031.837458
  nChanged 3
		SP:Iteration 30Q (48727.320000 sec): 3 clusters
  Score: Raw -196570.778661 + Penalty 2537.704991 = -194033.073670
  nChanged 5
		SP:Iteration 31Q (48727.490000 sec): 3 clusters
  Score: Raw -196572.239437 + Penalty 2537.704991 = -194034.534446
  nChanged 5
		SP:Iteration 32Q (48727.670000 sec): 3 clusters
  Score: Raw -196573.477268 + Penalty 2537.704991 = -194035.772277
  nChanged 4
		SP:Iteration 33Q (48727.840000 sec): 3 clusters
  Score: Raw -196574.467233 + Penalty 2537.704991 = -194036.762242
  nChanged 2
		SP:Iteration 34Q (48728.020000 sec): 3 clusters
  Score: Raw -196575.862819 + Penalty 2537.704991 = -194038.157828
  nChanged 6
		SP:Iteration 35Q (48728.200000 sec): 3 clusters
  Score: Raw -196578.617187 + Penalty 2537.704991 = -194040.912195
  nChanged 10
		SP:Iteration 36Q (48728.370000 sec): 3 clusters
  Score: Raw -196582.128931 + Penalty 2537.704991 = -194044.423940
  nChanged 8
		SP:Iteration 37Q (48728.550000 sec): 3 clusters
  Score: Raw -196585.110493 + Penalty 2537.704991 = -194047.405502
  nChanged 13
		SP:Iteration 38Q (48728.720000 sec): 3 clusters
  Score: Raw -196588.631347 + Penalty 2537.704991 = -194050.926356
  nChanged 13
		SP:Iteration 39Q (48728.900000 sec): 3 clusters
  Score: Raw -196593.445411 + Penalty 2537.704991 = -194055.740419
  nChanged 14
		SP:Iteration 40F (48729.080000 sec): 3 clusters
  Score: Raw -196599.604567 + Penalty 2537.704991 = -194061.899575
  nChanged 17
		SP:Iteration 41Q (48729.250000 sec): 3 clusters
  Score: Raw -196604.667853 + Penalty 2537.704991 = -194066.962861
  nChanged 11
		SP:Iteration 42Q (48729.420000 sec): 3 clusters
  Score: Raw -196608.342356 + Penalty 2537.704991 = -194070.637365
  nChanged 9
		SP:Iteration 43Q (48729.600000 sec): 3 clusters
  Score: Raw -196610.688507 + Penalty 2537.704991 = -194072.983516
  nChanged 5
		SP:Iteration 44Q (48729.780000 sec): 3 clusters
  Score: Raw -196611.895546 + Penalty 2537.704991 = -194074.190554
  nChanged 7
		SP:Iteration 45Q (48729.950000 sec): 3 clusters
  Score: Raw -196613.999889 + Penalty 2537.704991 = -194076.294898
  nChanged 4
		SP:Iteration 46Q (48730.130000 sec): 3 clusters
  Score: Raw -196614.946564 + Penalty 2537.704991 = -194077.241573
  nChanged 3
		SP:Iteration 47Q (48730.300000 sec): 3 clusters
  Score: Raw -196616.127902 + Penalty 2537.704991 = -194078.422911
  nChanged 4
		SP:Iteration 48Q (48730.480000 sec): 3 clusters
  Score: Raw -196617.364924 + Penalty 2537.704991 = -194079.659933
  nChanged 6
		SP:Iteration 49Q (48730.660000 sec): 3 clusters
  Score: Raw -196618.821350 + Penalty 2537.704991 = -194081.116358
  nChanged 7
		SP:Iteration 50Q (48730.830000 sec): 3 clusters
  Score: Raw -196620.617912 + Penalty 2537.704991 = -194082.912921
  nChanged 9
		SP:Iteration 51Q (48731.010000 sec): 3 clusters
  Score: Raw -196623.448910 + Penalty 2537.704991 = -194085.743919
  nChanged 7
		SP:Iteration 52Q (48731.180000 sec): 3 clusters
  Score: Raw -196626.169176 + Penalty 2537.704991 = -194088.464184
  nChanged 6
		SP:Iteration 53Q (48731.360000 sec): 3 clusters
  Score: Raw -196627.954600 + Penalty 2537.704991 = -194090.249609
  nChanged 4
		SP:Iteration 54Q (48731.540000 sec): 3 clusters
  Score: Raw -196628.617225 + Penalty 2537.704991 = -194090.912233
  nChanged 3
		SP:Iteration 55Q (48731.710000 sec): 3 clusters
  Score: Raw -196629.222399 + Penalty 2537.704991 = -194091.517408
  nChanged 5
		SP:Iteration 56Q (48731.890000 sec): 3 clusters
  Score: Raw -196630.837051 + Penalty 2537.704991 = -194093.132060
  nChanged 3
		SP:Iteration 57Q (48732.060000 sec): 3 clusters
  Score: Raw -196631.301851 + Penalty 2537.704991 = -194093.596860
  nChanged 4
		SP:Iteration 58Q (48732.240000 sec): 3 clusters
  Score: Raw -196632.622146 + Penalty 2537.704991 = -194094.917154
  nChanged 6
		SP:Iteration 59Q (48732.420000 sec): 3 clusters
  Score: Raw -196634.363479 + Penalty 2537.704991 = -194096.658487
  nChanged 5
		SP:Iteration 60F (48732.590000 sec): 3 clusters
  Score: Raw -196635.854152 + Penalty 2537.704991 = -194098.149160
  nChanged 6
		SP:Iteration 61Q (48732.770000 sec): 3 clusters
  Score: Raw -196637.615216 + Penalty 2537.704991 = -194099.910224
  nChanged 7
		SP:Iteration 62Q (48732.940000 sec): 3 clusters
  Score: Raw -196640.669061 + Penalty 2537.704991 = -194102.964069
  nChanged 7
		SP:Iteration 63Q (48733.120000 sec): 3 clusters
  Score: Raw -196643.628394 + Penalty 2537.704991 = -194105.923403
  nChanged 10
		SP:Iteration 64Q (48733.300000 sec): 3 clusters
  Score: Raw -196646.597379 + Penalty 2537.704991 = -194108.892388
  nChanged 6
		SP:Iteration 65Q (48733.470000 sec): 3 clusters
  Score: Raw -196648.472094 + Penalty 2537.704991 = -194110.767102
  nChanged 8
		SP:Iteration 66Q (48733.650000 sec): 3 clusters
  Score: Raw -196650.725996 + Penalty 2537.704991 = -194113.021005
  nChanged 8
		SP:Iteration 67Q (48733.820000 sec): 3 clusters
  Score: Raw -196654.221461 + Penalty 2537.704991 = -194116.516469
  nChanged 8
		SP:Iteration 68Q (48734.000000 sec): 3 clusters
  Score: Raw -196657.719322 + Penalty 2537.704991 = -194120.014330
  nChanged 12
		SP:Iteration 69Q (48734.180000 sec): 3 clusters
  Score: Raw -196661.683086 + Penalty 2537.704991 = -194123.978094
  nChanged 6
		SP:Iteration 70Q (48734.350000 sec): 3 clusters
  Score: Raw -196663.966229 + Penalty 2537.704991 = -194126.261237
  nChanged 3
		SP:Iteration 71Q (48734.530000 sec): 3 clusters
  Score: Raw -196665.022559 + Penalty 2537.704991 = -194127.317568
  nChanged 4
		SP:Iteration 72Q (48734.700000 sec): 3 clusters
  Score: Raw -196666.432777 + Penalty 2537.704991 = -194128.727785
  nChanged 3
		SP:Iteration 73Q (48734.880000 sec): 3 clusters
  Score: Raw -196667.721685 + Penalty 2537.704991 = -194130.016694
  nChanged 2
		SP:Iteration 74Q (48735.050000 sec): 3 clusters
  Score: Raw -196668.687465 + Penalty 2537.704991 = -194130.982473
  nChanged 5
		SP:Iteration 75Q (48735.230000 sec): 3 clusters
  Score: Raw -196672.461167 + Penalty 2537.704991 = -194134.756176
  nChanged 9
		SP:Iteration 76Q (48735.400000 sec): 3 clusters
  Score: Raw -196677.008540 + Penalty 2537.704991 = -194139.303549
  nChanged 13
		SP:Iteration 77Q (48735.580000 sec): 3 clusters
  Score: Raw -196681.020922 + Penalty 2537.704991 = -194143.315931
  nChanged 11
		SP:Iteration 78Q (48735.750000 sec): 3 clusters
  Score: Raw -196685.323500 + Penalty 2537.704991 = -194147.618508
  nChanged 13
		SP:Iteration 79Q (48735.930000 sec): 3 clusters
  Score: Raw -196693.450613 + Penalty 2537.704991 = -194155.745622
  nChanged 17
		SP:Iteration 80F (48736.100000 sec): 3 clusters
  Score: Raw -196701.061370 + Penalty 2537.704991 = -194163.356379
  nChanged 19
		SP:Iteration 81Q (48736.280000 sec): 3 clusters
  Score: Raw -196710.330557 + Penalty 2537.704991 = -194172.625565
  nChanged 25
		SP:Iteration 82Q (48736.460000 sec): 3 clusters
  Score: Raw -196722.449878 + Penalty 2537.704991 = -194184.744887
  nChanged 26
		SP:Iteration 83Q (48736.630000 sec): 3 clusters
  Score: Raw -196738.076390 + Penalty 2537.704991 = -194200.371399
  nChanged 19
		SP:Iteration 84Q (48736.810000 sec): 3 clusters
  Score: Raw -196748.430533 + Penalty 2537.704991 = -194210.725541
  nChanged 21
		SP:Iteration 85Q (48736.980000 sec): 3 clusters
  Score: Raw -196763.684124 + Penalty 2537.704991 = -194225.979133
  nChanged 23
		SP:Iteration 86Q (48737.160000 sec): 3 clusters
  Score: Raw -196776.509871 + Penalty 2537.704991 = -194238.804879
  nChanged 17
		SP:Iteration 87Q (48737.340000 sec): 3 clusters
  Score: Raw -196787.684422 + Penalty 2537.704991 = -194249.979431
  nChanged 15
		SP:Iteration 88Q (48737.510000 sec): 3 clusters
  Score: Raw -196794.899501 + Penalty 2537.704991 = -194257.194510
  nChanged 11
		SP:Iteration 89Q (48737.690000 sec): 3 clusters
  Score: Raw -196800.383777 + Penalty 2537.704991 = -194262.678786
  nChanged 12
		SP:Iteration 90Q (48737.860000 sec): 3 clusters
  Score: Raw -196806.546624 + Penalty 2537.704991 = -194268.841632
  nChanged 11
		SP:Iteration 91Q (48738.040000 sec): 3 clusters
  Score: Raw -196812.264791 + Penalty 2537.704991 = -194274.559800
  nChanged 10
		SP:Iteration 92Q (48738.220000 sec): 3 clusters
  Score: Raw -196816.084093 + Penalty 2537.704991 = -194278.379102
  nChanged 8
		SP:Iteration 93Q (48738.390000 sec): 3 clusters
  Score: Raw -196819.612595 + Penalty 2537.704991 = -194281.907604
  nChanged 8
		SP:Iteration 94Q (48738.570000 sec): 3 clusters
  Score: Raw -196823.146784 + Penalty 2537.704991 = -194285.441793
  nChanged 1
		SP:Iteration 95Q (48738.740000 sec): 3 clusters
  Score: Raw -196823.290914 + Penalty 2537.704991 = -194285.585922
  nChanged 0
		SP:Iteration 96F (48738.920000 sec): 3 clusters
  Score: Raw -196823.290914 + Penalty 2537.704991 = -194285.585922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48739.000000 sec): 2 clusters
  Score: Raw -360241.338849 + Penalty 1370.388369 = -358870.950480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48739.180000 sec): 3 clusters
  Score: Raw -358010.977480 + Penalty 2740.776739 = -355270.200741
  nChanged 1824
		SP:Iteration 1F (48739.350000 sec): 3 clusters
  Score: Raw -359303.769569 + Penalty 2740.776739 = -356562.992830
  nChanged 489
		SP:Iteration 2F (48739.530000 sec): 3 clusters
  Score: Raw -359788.428090 + Penalty 2740.776739 = -357047.651351
  nChanged 380
		SP:Iteration 3F (48739.700000 sec): 3 clusters
  Score: Raw -360142.608555 + Penalty 2740.776739 = -357401.831816
  nChanged 277
		SP:Iteration 4F (48739.880000 sec): 3 clusters
  Score: Raw -360368.264318 + Penalty 2740.776739 = -357627.487579
  nChanged 211
		SP:Iteration 5Q (48740.050000 sec): 3 clusters
  Score: Raw -360521.703516 + Penalty 2740.776739 = -357780.926777
  nChanged 161
		SP:Iteration 6Q (48740.220000 sec): 3 clusters
  Score: Raw -360636.234720 + Penalty 2740.776739 = -357895.457982
  nChanged 108
		SP:Iteration 7Q (48740.400000 sec): 3 clusters
  Score: Raw -360698.783684 + Penalty 2740.776739 = -357958.006945
  nChanged 95
		SP:Iteration 8Q (48740.570000 sec): 3 clusters
  Score: Raw -360754.916204 + Penalty 2740.776739 = -358014.139465
  nChanged 99
		SP:Iteration 9Q (48740.740000 sec): 3 clusters
  Score: Raw -360804.948211 + Penalty 2740.776739 = -358064.171473
  nChanged 68
		SP:Iteration 10Q (48740.920000 sec): 3 clusters
  Score: Raw -360837.109901 + Penalty 2740.776739 = -358096.333162
  nChanged 63
		SP:Iteration 11Q (48741.090000 sec): 3 clusters
  Score: Raw -360873.651942 + Penalty 2740.776739 = -358132.875204
  nChanged 74
		SP:Iteration 12Q (48741.260000 sec): 3 clusters
  Score: Raw -360918.347885 + Penalty 2740.776739 = -358177.571146
  nChanged 57
		SP:Iteration 13Q (48741.440000 sec): 3 clusters
  Score: Raw -360947.757692 + Penalty 2740.776739 = -358206.980953
  nChanged 54
		SP:Iteration 14Q (48741.540000 sec): 3 clusters
  Score: Raw -360976.512790 + Penalty 2740.776739 = -358235.736051
  nChanged 81
		SP:Iteration 15Q (48741.650000 sec): 3 clusters
  Score: Raw -361022.862263 + Penalty 2740.776739 = -358282.085524
  nChanged 74
		SP:Iteration 16Q (48741.750000 sec): 3 clusters
  Score: Raw -361060.297381 + Penalty 2740.776739 = -358319.520643
  nChanged 59
		SP:Iteration 17Q (48741.880000 sec): 3 clusters
  Score: Raw -361098.155744 + Penalty 2740.776739 = -358357.379005
  nChanged 61
		SP:Iteration 18Q (48742.010000 sec): 3 clusters
  Score: Raw -361140.614890 + Penalty 2740.776739 = -358399.838151
  nChanged 68
		SP:Iteration 19Q (48742.140000 sec): 3 clusters
  Score: Raw -361186.207417 + Penalty 2740.776739 = -358445.430678
  nChanged 68
		SP:Iteration 20F (48742.310000 sec): 3 clusters
  Score: Raw -361224.089367 + Penalty 2740.776739 = -358483.312628
  nChanged 56
		SP:Iteration 21Q (48742.480000 sec): 3 clusters
  Score: Raw -361251.753026 + Penalty 2740.776739 = -358510.976288
  nChanged 52
		SP:Iteration 22Q (48742.640000 sec): 3 clusters
  Score: Raw -361276.599772 + Penalty 2740.776739 = -358535.823033
  nChanged 45
		SP:Iteration 23Q (48742.800000 sec): 3 clusters
  Score: Raw -361300.480009 + Penalty 2740.776739 = -358559.703270
  nChanged 49
		SP:Iteration 24Q (48742.960000 sec): 3 clusters
  Score: Raw -361328.693987 + Penalty 2740.776739 = -358587.917248
  nChanged 41
		SP:Iteration 25Q (48743.120000 sec): 3 clusters
  Score: Raw -361347.518010 + Penalty 2740.776739 = -358606.741271
  nChanged 29
		SP:Iteration 26Q (48743.290000 sec): 3 clusters
  Score: Raw -361359.282696 + Penalty 2740.776739 = -358618.505958
  nChanged 30
		SP:Iteration 27Q (48743.460000 sec): 3 clusters
  Score: Raw -361371.738503 + Penalty 2740.776739 = -358630.961764
  nChanged 20
		SP:Iteration 28Q (48743.630000 sec): 3 clusters
  Score: Raw -361381.700461 + Penalty 2740.776739 = -358640.923723
  nChanged 22
		SP:Iteration 29Q (48743.790000 sec): 3 clusters
  Score: Raw -361390.344890 + Penalty 2740.776739 = -358649.568151
  nChanged 11
		SP:Iteration 30Q (48743.940000 sec): 3 clusters
  Score: Raw -361394.970095 + Penalty 2740.776739 = -358654.193356
  nChanged 11
		SP:Iteration 31Q (48744.120000 sec): 3 clusters
  Score: Raw -361400.384696 + Penalty 2740.776739 = -358659.607958
  nChanged 10
		SP:Iteration 32Q (48744.300000 sec): 3 clusters
  Score: Raw -361403.181537 + Penalty 2740.776739 = -358662.404798
  nChanged 5
		SP:Iteration 33Q (48744.470000 sec): 3 clusters
  Score: Raw -361404.407100 + Penalty 2740.776739 = -358663.630362
  nChanged 5
		SP:Iteration 34Q (48744.650000 sec): 3 clusters
  Score: Raw -361405.753793 + Penalty 2740.776739 = -358664.977054
  nChanged 5
		SP:Iteration 35Q (48744.850000 sec): 3 clusters
  Score: Raw -361408.423164 + Penalty 2740.776739 = -358667.646425
  nChanged 8
		SP:Iteration 36Q (48745.040000 sec): 3 clusters
  Score: Raw -361412.635061 + Penalty 2740.776739 = -358671.858323
  nChanged 7
		SP:Iteration 37Q (48745.240000 sec): 3 clusters
  Score: Raw -361414.454845 + Penalty 2740.776739 = -358673.678107
  nChanged 5
		SP:Iteration 38Q (48745.420000 sec): 3 clusters
  Score: Raw -361416.047695 + Penalty 2740.776739 = -358675.270956
  nChanged 3
		SP:Iteration 39Q (48745.600000 sec): 3 clusters
  Score: Raw -361417.376280 + Penalty 2740.776739 = -358676.599542
  nChanged 4
		SP:Iteration 40F (48745.770000 sec): 3 clusters
  Score: Raw -361419.081525 + Penalty 2740.776739 = -358678.304787
  nChanged 5
		SP:Iteration 41Q (48745.940000 sec): 3 clusters
  Score: Raw -361420.560901 + Penalty 2740.776739 = -358679.784162
  nChanged 4
		SP:Iteration 42Q (48746.110000 sec): 3 clusters
  Score: Raw -361421.905679 + Penalty 2740.776739 = -358681.128940
  nChanged 4
		SP:Iteration 43Q (48746.290000 sec): 3 clusters
  Score: Raw -361422.723613 + Penalty 2740.776739 = -358681.946875
  nChanged 0
		SP:Iteration 44F (48746.460000 sec): 3 clusters
  Score: Raw -361422.723613 + Penalty 2740.776739 = -358681.946875
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48746.540000 sec): 2 clusters
  Score: Raw -38479.013239 + Penalty 1002.561744 = -37476.451495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48746.720000 sec): 3 clusters
  Score: Raw -38425.014361 + Penalty 2005.123488 = -36419.890873
  nChanged 93
		SP:Iteration 1F (48746.900000 sec): 3 clusters
  Score: Raw -38538.884830 + Penalty 2005.123488 = -36533.761342
  nChanged 23
		SP:Iteration 2Q (48747.070000 sec): 3 clusters
  Score: Raw -38577.822541 + Penalty 2005.123488 = -36572.699053
  nChanged 15
		SP:Iteration 3Q (48747.250000 sec): 3 clusters
  Score: Raw -38600.668191 + Penalty 2005.123488 = -36595.544703
  nChanged 7
		SP:Iteration 4Q (48747.420000 sec): 3 clusters
  Score: Raw -38615.150752 + Penalty 2005.123488 = -36610.027264
  nChanged 7
		SP:Iteration 5Q (48747.600000 sec): 3 clusters
  Score: Raw -38624.281866 + Penalty 2005.123488 = -36619.158378
  nChanged 5
		SP:Iteration 6Q (48747.770000 sec): 3 clusters
  Score: Raw -38636.043454 + Penalty 2005.123488 = -36630.919966
  nChanged 4
		SP:Iteration 7Q (48747.950000 sec): 3 clusters
  Score: Raw -38645.538980 + Penalty 2005.123488 = -36640.415492
  nChanged 4
		SP:Iteration 8Q (48748.120000 sec): 3 clusters
  Score: Raw -38652.111214 + Penalty 2005.123488 = -36646.987726
  nChanged 1
		SP:Iteration 9Q (48748.300000 sec): 3 clusters
  Score: Raw -38654.259689 + Penalty 2005.123488 = -36649.136200
  nChanged 1
		SP:Iteration 10Q (48748.480000 sec): 3 clusters
  Score: Raw -38655.496996 + Penalty 2005.123488 = -36650.373508
  nChanged 2
		SP:Iteration 11Q (48748.650000 sec): 3 clusters
  Score: Raw -38659.093150 + Penalty 2005.123488 = -36653.969662
  nChanged 0
		SP:Iteration 12F (48748.830000 sec): 3 clusters
  Score: Raw -38659.093150 + Penalty 2005.123488 = -36653.969662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48748.910000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48749.080000 sec): 3 clusters
  Score: Raw -187465.011642 + Penalty 2526.144633 = -184938.867010
  nChanged 860
		SP:Iteration 1F (48749.260000 sec): 3 clusters
  Score: Raw -188167.925130 + Penalty 2526.144633 = -185641.780497
  nChanged 240
		SP:Iteration 2F (48749.440000 sec): 3 clusters
  Score: Raw -188474.068865 + Penalty 2526.144633 = -185947.924232
  nChanged 194
		SP:Iteration 3F (48749.610000 sec): 3 clusters
  Score: Raw -188709.498793 + Penalty 2526.144633 = -186183.354160
  nChanged 141
		SP:Iteration 4F (48749.790000 sec): 3 clusters
  Score: Raw -188862.063423 + Penalty 2526.144633 = -186335.918790
  nChanged 112
		SP:Iteration 5Q (48749.960000 sec): 3 clusters
  Score: Raw -188988.843470 + Penalty 2526.144633 = -186462.698837
  nChanged 109
		SP:Iteration 6Q (48750.140000 sec): 3 clusters
  Score: Raw -189132.399090 + Penalty 2526.144633 = -186606.254457
  nChanged 79
		SP:Iteration 7Q (48750.320000 sec): 3 clusters
  Score: Raw -189204.296976 + Penalty 2526.144633 = -186678.152343
  nChanged 58
		SP:Iteration 8Q (48750.490000 sec): 3 clusters
  Score: Raw -189248.961060 + Penalty 2526.144633 = -186722.816427
  nChanged 40
		SP:Iteration 9Q (48750.660000 sec): 3 clusters
  Score: Raw -189282.595728 + Penalty 2526.144633 = -186756.451095
  nChanged 23
		SP:Iteration 10Q (48750.840000 sec): 3 clusters
  Score: Raw -189302.298776 + Penalty 2526.144633 = -186776.154144
  nChanged 22
		SP:Iteration 11Q (48751.020000 sec): 3 clusters
  Score: Raw -189323.151037 + Penalty 2526.144633 = -186797.006404
  nChanged 23
		SP:Iteration 12Q (48751.190000 sec): 3 clusters
  Score: Raw -189337.327836 + Penalty 2526.144633 = -186811.183203
  nChanged 15
		SP:Iteration 13Q (48751.370000 sec): 3 clusters
  Score: Raw -189347.267745 + Penalty 2526.144633 = -186821.123112
  nChanged 12
		SP:Iteration 14Q (48751.540000 sec): 3 clusters
  Score: Raw -189353.007139 + Penalty 2526.144633 = -186826.862506
  nChanged 5
		SP:Iteration 15Q (48751.720000 sec): 3 clusters
  Score: Raw -189355.702027 + Penalty 2526.144633 = -186829.557394
  nChanged 5
		SP:Iteration 16Q (48751.900000 sec): 3 clusters
  Score: Raw -189358.260255 + Penalty 2526.144633 = -186832.115622
  nChanged 1
		SP:Iteration 17Q (48752.070000 sec): 3 clusters
  Score: Raw -189358.949929 + Penalty 2526.144633 = -186832.805296
  nChanged 2
		SP:Iteration 18Q (48752.250000 sec): 3 clusters
  Score: Raw -189360.160594 + Penalty 2526.144633 = -186834.015961
  nChanged 1
		SP:Iteration 19Q (48752.420000 sec): 3 clusters
  Score: Raw -189360.484737 + Penalty 2526.144633 = -186834.340104
  nChanged 0
		SP:Iteration 20F (48752.600000 sec): 3 clusters
  Score: Raw -189361.236233 + Penalty 2526.144633 = -186835.091600
  nChanged 1
		SP:Iteration 21Q (48752.780000 sec): 3 clusters
  Score: Raw -189362.566437 + Penalty 2526.144633 = -186836.421804
  nChanged 1
		SP:Iteration 22Q (48752.950000 sec): 3 clusters
  Score: Raw -189362.827483 + Penalty 2526.144633 = -186836.682850
  nChanged 2
		SP:Iteration 23Q (48753.130000 sec): 3 clusters
  Score: Raw -189364.683270 + Penalty 2526.144633 = -186838.538638
  nChanged 4
		SP:Iteration 24Q (48753.300000 sec): 3 clusters
  Score: Raw -189368.651348 + Penalty 2526.144633 = -186842.506715
  nChanged 6
		SP:Iteration 25Q (48753.480000 sec): 3 clusters
  Score: Raw -189372.747307 + Penalty 2526.144633 = -186846.602675
  nChanged 4
		SP:Iteration 26Q (48753.660000 sec): 3 clusters
  Score: Raw -189375.216334 + Penalty 2526.144633 = -186849.071701
  nChanged 3
		SP:Iteration 27Q (48753.830000 sec): 3 clusters
  Score: Raw -189376.554826 + Penalty 2526.144633 = -186850.410193
  nChanged 2
		SP:Iteration 28Q (48754.010000 sec): 3 clusters
  Score: Raw -189377.416206 + Penalty 2526.144633 = -186851.271573
  nChanged 1
		SP:Iteration 29Q (48754.180000 sec): 3 clusters
  Score: Raw -189377.593430 + Penalty 2526.144633 = -186851.448798
  nChanged 0
		SP:Iteration 30F (48754.360000 sec): 3 clusters
  Score: Raw -189377.593430 + Penalty 2526.144633 = -186851.448798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48754.430000 sec): 2 clusters
  Score: Raw -253912.530558 + Penalty 1304.040099 = -252608.490459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48754.590000 sec): 3 clusters
  Score: Raw -252447.438843 + Penalty 2608.080199 = -249839.358644
  nChanged 1134
		SP:Iteration 1F (48754.750000 sec): 3 clusters
  Score: Raw -253112.330452 + Penalty 2608.080199 = -250504.250253
  nChanged 268
		SP:Iteration 2F (48754.920000 sec): 3 clusters
  Score: Raw -253283.951588 + Penalty 2608.080199 = -250675.871389
  nChanged 186
		SP:Iteration 3F (48755.100000 sec): 3 clusters
  Score: Raw -253410.065954 + Penalty 2608.080199 = -250801.985755
  nChanged 147
		SP:Iteration 4Q (48755.270000 sec): 3 clusters
  Score: Raw -253512.828589 + Penalty 2608.080199 = -250904.748390
  nChanged 134
		SP:Iteration 5Q (48755.450000 sec): 3 clusters
  Score: Raw -253602.332027 + Penalty 2608.080199 = -250994.251828
  nChanged 123
		SP:Iteration 6Q (48755.620000 sec): 3 clusters
  Score: Raw -253687.958527 + Penalty 2608.080199 = -251079.878328
  nChanged 122
		SP:Iteration 7Q (48755.800000 sec): 3 clusters
  Score: Raw -253777.079186 + Penalty 2608.080199 = -251168.998987
  nChanged 114
		SP:Iteration 8Q (48755.980000 sec): 3 clusters
  Score: Raw -253847.250502 + Penalty 2608.080199 = -251239.170303
  nChanged 82
		SP:Iteration 9Q (48756.150000 sec): 3 clusters
  Score: Raw -253894.601579 + Penalty 2608.080199 = -251286.521380
  nChanged 66
		SP:Iteration 10Q (48756.330000 sec): 3 clusters
  Score: Raw -253929.024802 + Penalty 2608.080199 = -251320.944603
  nChanged 44
		SP:Iteration 11Q (48756.500000 sec): 3 clusters
  Score: Raw -253949.716739 + Penalty 2608.080199 = -251341.636541
  nChanged 31
		SP:Iteration 12Q (48756.680000 sec): 3 clusters
  Score: Raw -253963.645388 + Penalty 2608.080199 = -251355.565189
  nChanged 24
		SP:Iteration 13Q (48756.860000 sec): 3 clusters
  Score: Raw -253976.463114 + Penalty 2608.080199 = -251368.382915
  nChanged 24
		SP:Iteration 14Q (48757.030000 sec): 3 clusters
  Score: Raw -253985.583777 + Penalty 2608.080199 = -251377.503578
  nChanged 15
		SP:Iteration 15Q (48757.210000 sec): 3 clusters
  Score: Raw -253992.812982 + Penalty 2608.080199 = -251384.732783
  nChanged 17
		SP:Iteration 16Q (48757.390000 sec): 3 clusters
  Score: Raw -253999.135318 + Penalty 2608.080199 = -251391.055119
  nChanged 12
		SP:Iteration 17Q (48757.560000 sec): 3 clusters
  Score: Raw -254004.153455 + Penalty 2608.080199 = -251396.073256
  nChanged 12
		SP:Iteration 18Q (48757.740000 sec): 3 clusters
  Score: Raw -254007.526597 + Penalty 2608.080199 = -251399.446398
  nChanged 7
		SP:Iteration 19Q (48757.910000 sec): 3 clusters
  Score: Raw -254010.479005 + Penalty 2608.080199 = -251402.398806
  nChanged 10
		SP:Iteration 20F (48758.090000 sec): 3 clusters
  Score: Raw -254014.099065 + Penalty 2608.080199 = -251406.018866
  nChanged 5
		SP:Iteration 21Q (48758.270000 sec): 3 clusters
  Score: Raw -254016.676825 + Penalty 2608.080199 = -251408.596626
  nChanged 8
		SP:Iteration 22Q (48758.440000 sec): 3 clusters
  Score: Raw -254020.178929 + Penalty 2608.080199 = -251412.098730
  nChanged 5
		SP:Iteration 23Q (48758.620000 sec): 3 clusters
  Score: Raw -254021.510825 + Penalty 2608.080199 = -251413.430627
  nChanged 5
		SP:Iteration 24Q (48758.790000 sec): 3 clusters
  Score: Raw -254022.369131 + Penalty 2608.080199 = -251414.288932
  nChanged 5
		SP:Iteration 25Q (48758.970000 sec): 3 clusters
  Score: Raw -254023.736592 + Penalty 2608.080199 = -251415.656393
  nChanged 5
		SP:Iteration 26Q (48759.150000 sec): 3 clusters
  Score: Raw -254025.907138 + Penalty 2608.080199 = -251417.826940
  nChanged 7
		SP:Iteration 27Q (48759.320000 sec): 3 clusters
  Score: Raw -254027.919289 + Penalty 2608.080199 = -251419.839090
  nChanged 5
		SP:Iteration 28Q (48759.500000 sec): 3 clusters
  Score: Raw -254030.121696 + Penalty 2608.080199 = -251422.041497
  nChanged 4
		SP:Iteration 29Q (48759.670000 sec): 3 clusters
  Score: Raw -254031.305295 + Penalty 2608.080199 = -251423.225097
  nChanged 1
		SP:Iteration 30Q (48759.850000 sec): 3 clusters
  Score: Raw -254031.558498 + Penalty 2608.080199 = -251423.478299
  nChanged 0
		SP:Iteration 31F (48760.030000 sec): 3 clusters
  Score: Raw -254031.558498 + Penalty 2608.080199 = -251423.478299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48760.130000 sec): 2 clusters
  Score: Raw -257558.104385 + Penalty 1333.259172 = -256224.845213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48760.310000 sec): 3 clusters
  Score: Raw -255753.048279 + Penalty 2666.518344 = -253086.529935
  nChanged 1400
		SP:Iteration 1F (48760.480000 sec): 3 clusters
  Score: Raw -256663.053621 + Penalty 2666.518344 = -253996.535276
  nChanged 370
		SP:Iteration 2F (48760.660000 sec): 3 clusters
  Score: Raw -256997.145767 + Penalty 2666.518344 = -254330.627422
  nChanged 282
		SP:Iteration 3F (48760.830000 sec): 3 clusters
  Score: Raw -257252.797155 + Penalty 2666.518344 = -254586.278810
  nChanged 233
		SP:Iteration 4F (48761.010000 sec): 3 clusters
  Score: Raw -257418.095090 + Penalty 2666.518344 = -254751.576746
  nChanged 163
		SP:Iteration 5Q (48761.190000 sec): 3 clusters
  Score: Raw -257539.245408 + Penalty 2666.518344 = -254872.727063
  nChanged 148
		SP:Iteration 6Q (48761.360000 sec): 3 clusters
  Score: Raw -257643.546373 + Penalty 2666.518344 = -254977.028029
  nChanged 139
		SP:Iteration 7Q (48761.540000 sec): 3 clusters
  Score: Raw -257745.648234 + Penalty 2666.518344 = -255079.129890
  nChanged 115
		SP:Iteration 8Q (48761.710000 sec): 3 clusters
  Score: Raw -257830.327032 + Penalty 2666.518344 = -255163.808688
  nChanged 119
		SP:Iteration 9Q (48761.890000 sec): 3 clusters
  Score: Raw -257943.118667 + Penalty 2666.518344 = -255276.600322
  nChanged 102
		SP:Iteration 10Q (48762.070000 sec): 3 clusters
  Score: Raw -258030.295945 + Penalty 2666.518344 = -255363.777601
  nChanged 69
		SP:Iteration 11Q (48762.240000 sec): 3 clusters
  Score: Raw -258079.547355 + Penalty 2666.518344 = -255413.029011
  nChanged 41
		SP:Iteration 12Q (48762.410000 sec): 3 clusters
  Score: Raw -258102.182552 + Penalty 2666.518344 = -255435.664208
  nChanged 31
		SP:Iteration 13Q (48762.590000 sec): 3 clusters
  Score: Raw -258120.927319 + Penalty 2666.518344 = -255454.408975
  nChanged 28
		SP:Iteration 14Q (48762.760000 sec): 3 clusters
  Score: Raw -258135.919457 + Penalty 2666.518344 = -255469.401113
  nChanged 20
		SP:Iteration 15Q (48762.940000 sec): 3 clusters
  Score: Raw -258147.056588 + Penalty 2666.518344 = -255480.538244
  nChanged 23
		SP:Iteration 16Q (48763.110000 sec): 3 clusters
  Score: Raw -258161.067523 + Penalty 2666.518344 = -255494.549179
  nChanged 21
		SP:Iteration 17Q (48763.290000 sec): 3 clusters
  Score: Raw -258172.782666 + Penalty 2666.518344 = -255506.264322
  nChanged 25
		SP:Iteration 18Q (48763.460000 sec): 3 clusters
  Score: Raw -258182.650711 + Penalty 2666.518344 = -255516.132366
  nChanged 15
		SP:Iteration 19Q (48763.640000 sec): 3 clusters
  Score: Raw -258187.853084 + Penalty 2666.518344 = -255521.334740
  nChanged 12
		SP:Iteration 20F (48763.810000 sec): 3 clusters
  Score: Raw -258191.757004 + Penalty 2666.518344 = -255525.238659
  nChanged 5
		SP:Iteration 21Q (48763.990000 sec): 3 clusters
  Score: Raw -258193.340870 + Penalty 2666.518344 = -255526.822525
  nChanged 6
		SP:Iteration 22Q (48764.170000 sec): 3 clusters
  Score: Raw -258195.494894 + Penalty 2666.518344 = -255528.976550
  nChanged 6
		SP:Iteration 23Q (48764.370000 sec): 3 clusters
  Score: Raw -258197.045583 + Penalty 2666.518344 = -255530.527238
  nChanged 2
		SP:Iteration 24Q (48764.510000 sec): 3 clusters
  Score: Raw -258199.250249 + Penalty 2666.518344 = -255532.731904
  nChanged 4
		SP:Iteration 25Q (48764.670000 sec): 3 clusters
  Score: Raw -258202.533892 + Penalty 2666.518344 = -255536.015548
  nChanged 7
		SP:Iteration 26Q (48764.840000 sec): 3 clusters
  Score: Raw -258204.544966 + Penalty 2666.518344 = -255538.026622
  nChanged 5
		SP:Iteration 27Q (48765.020000 sec): 3 clusters
  Score: Raw -258205.578069 + Penalty 2666.518344 = -255539.059724
  nChanged 2
		SP:Iteration 28Q (48765.190000 sec): 3 clusters
  Score: Raw -258206.144152 + Penalty 2666.518344 = -255539.625807
  nChanged 1
		SP:Iteration 29Q (48765.370000 sec): 3 clusters
  Score: Raw -258206.323637 + Penalty 2666.518344 = -255539.805293
  nChanged 0
		SP:Iteration 30F (48765.550000 sec): 3 clusters
  Score: Raw -258206.323637 + Penalty 2666.518344 = -255539.805293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48765.630000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48765.810000 sec): 3 clusters
  Score: Raw -14428.726352 + Penalty 1712.053902 = -12716.672450
  nChanged 28
		SP:Iteration 1F (48765.990000 sec): 3 clusters
  Score: Raw -14542.692419 + Penalty 1712.053902 = -12830.638517
  nChanged 8
		SP:Iteration 2Q (48766.160000 sec): 3 clusters
  Score: Raw -14565.690348 + Penalty 1712.053902 = -12853.636446
  nChanged 2
		SP:Iteration 3Q (48766.340000 sec): 3 clusters
  Score: Raw -14573.295002 + Penalty 1712.053902 = -12861.241100
  nChanged 0
		SP:Iteration 4F (48766.510000 sec): 3 clusters
  Score: Raw -14573.295002 + Penalty 1712.053902 = -12861.241100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48766.590000 sec): 2 clusters
  Score: Raw -116064.446338 + Penalty 1184.228604 = -114880.217734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48766.770000 sec): 3 clusters
  Score: Raw -115470.073730 + Penalty 2368.457208 = -113101.616522
  nChanged 446
		SP:Iteration 1F (48766.940000 sec): 3 clusters
  Score: Raw -115800.388163 + Penalty 2368.457208 = -113431.930955
  nChanged 126
		SP:Iteration 2F (48767.110000 sec): 3 clusters
  Score: Raw -115912.128435 + Penalty 2368.457208 = -113543.671227
  nChanged 77
		SP:Iteration 3F (48767.290000 sec): 3 clusters
  Score: Raw -115969.341119 + Penalty 2368.457208 = -113600.883911
  nChanged 53
		SP:Iteration 4Q (48767.460000 sec): 3 clusters
  Score: Raw -116013.684514 + Penalty 2368.457208 = -113645.227306
  nChanged 33
		SP:Iteration 5Q (48767.640000 sec): 3 clusters
  Score: Raw -116037.751908 + Penalty 2368.457208 = -113669.294700
  nChanged 27
		SP:Iteration 6Q (48767.810000 sec): 3 clusters
  Score: Raw -116056.533549 + Penalty 2368.457208 = -113688.076341
  nChanged 21
		SP:Iteration 7Q (48767.990000 sec): 3 clusters
  Score: Raw -116070.100228 + Penalty 2368.457208 = -113701.643020
  nChanged 17
		SP:Iteration 8Q (48768.170000 sec): 3 clusters
  Score: Raw -116080.587081 + Penalty 2368.457208 = -113712.129872
  nChanged 17
		SP:Iteration 9Q (48768.340000 sec): 3 clusters
  Score: Raw -116092.095664 + Penalty 2368.457208 = -113723.638456
  nChanged 13
		SP:Iteration 10Q (48768.520000 sec): 3 clusters
  Score: Raw -116101.340368 + Penalty 2368.457208 = -113732.883160
  nChanged 8
		SP:Iteration 11Q (48768.690000 sec): 3 clusters
  Score: Raw -116107.109987 + Penalty 2368.457208 = -113738.652779
  nChanged 16
		SP:Iteration 12Q (48768.870000 sec): 3 clusters
  Score: Raw -116123.127059 + Penalty 2368.457208 = -113754.669851
  nChanged 16
		SP:Iteration 13Q (48769.040000 sec): 3 clusters
  Score: Raw -116132.149324 + Penalty 2368.457208 = -113763.692116
  nChanged 14
		SP:Iteration 14Q (48769.220000 sec): 3 clusters
  Score: Raw -116141.643280 + Penalty 2368.457208 = -113773.186071
  nChanged 12
		SP:Iteration 15Q (48769.390000 sec): 3 clusters
  Score: Raw -116149.099872 + Penalty 2368.457208 = -113780.642664
  nChanged 13
		SP:Iteration 16Q (48769.570000 sec): 3 clusters
  Score: Raw -116160.782835 + Penalty 2368.457208 = -113792.325627
  nChanged 11
		SP:Iteration 17Q (48769.750000 sec): 3 clusters
  Score: Raw -116169.145184 + Penalty 2368.457208 = -113800.687976
  nChanged 8
		SP:Iteration 18Q (48769.920000 sec): 3 clusters
  Score: Raw -116175.318480 + Penalty 2368.457208 = -113806.861272
  nChanged 10
		SP:Iteration 19Q (48770.100000 sec): 3 clusters
  Score: Raw -116183.583709 + Penalty 2368.457208 = -113815.126501
  nChanged 9
		SP:Iteration 20F (48770.270000 sec): 3 clusters
  Score: Raw -116190.560270 + Penalty 2368.457208 = -113822.103062
  nChanged 11
		SP:Iteration 21Q (48770.450000 sec): 3 clusters
  Score: Raw -116199.627832 + Penalty 2368.457208 = -113831.170624
  nChanged 9
		SP:Iteration 22Q (48770.630000 sec): 3 clusters
  Score: Raw -116207.819010 + Penalty 2368.457208 = -113839.361802
  nChanged 9
		SP:Iteration 23Q (48770.800000 sec): 3 clusters
  Score: Raw -116211.573068 + Penalty 2368.457208 = -113843.115860
  nChanged 3
		SP:Iteration 24Q (48770.980000 sec): 3 clusters
  Score: Raw -116213.649266 + Penalty 2368.457208 = -113845.192058
  nChanged 3
		SP:Iteration 25Q (48771.150000 sec): 3 clusters
  Score: Raw -116216.061545 + Penalty 2368.457208 = -113847.604337
  nChanged 1
		SP:Iteration 26Q (48771.330000 sec): 3 clusters
  Score: Raw -116217.378987 + Penalty 2368.457208 = -113848.921779
  nChanged 1
		SP:Iteration 27Q (48771.510000 sec): 3 clusters
  Score: Raw -116218.994075 + Penalty 2368.457208 = -113850.536866
  nChanged 5
		SP:Iteration 28Q (48771.680000 sec): 3 clusters
  Score: Raw -116224.870301 + Penalty 2368.457208 = -113856.413093
  nChanged 4
		SP:Iteration 29Q (48771.850000 sec): 3 clusters
  Score: Raw -116227.109208 + Penalty 2368.457208 = -113858.651999
  nChanged 0
		SP:Iteration 30F (48772.030000 sec): 3 clusters
  Score: Raw -116227.109208 + Penalty 2368.457208 = -113858.651999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48772.130000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48772.380000 sec): 3 clusters
  Score: Raw -762044.842743 + Penalty 2960.631592 = -759084.211151
  nChanged 3945
		SP:Iteration 1F (48772.570000 sec): 3 clusters
  Score: Raw -764140.915210 + Penalty 2960.631592 = -761180.283618
  nChanged 537
		SP:Iteration 2F (48772.780000 sec): 3 clusters
  Score: Raw -764389.375547 + Penalty 2960.631592 = -761428.743955
  nChanged 510
		SP:Iteration 3F (48773.010000 sec): 3 clusters
  Score: Raw -764617.155377 + Penalty 2960.631592 = -761656.523785
  nChanged 436
		SP:Iteration 4Q (48773.240000 sec): 3 clusters
  Score: Raw -764803.816879 + Penalty 2960.631592 = -761843.185287
  nChanged 417
		SP:Iteration 5Q (48773.450000 sec): 3 clusters
  Score: Raw -765020.217821 + Penalty 2960.631592 = -762059.586229
  nChanged 439
		SP:Iteration 6Q (48773.670000 sec): 3 clusters
  Score: Raw -765281.405559 + Penalty 2960.631592 = -762320.773967
  nChanged 468
		SP:Iteration 7F (48773.860000 sec): 3 clusters
  Score: Raw -765598.513738 + Penalty 2960.631592 = -762637.882145
  nChanged 444
		SP:Iteration 8Q (48774.120000 sec): 3 clusters
  Score: Raw -765918.061411 + Penalty 2960.631592 = -762957.429819
  nChanged 388
		SP:Iteration 9Q (48774.360000 sec): 3 clusters
  Score: Raw -766184.481654 + Penalty 2960.631592 = -763223.850062
  nChanged 325
		SP:Iteration 10Q (48774.570000 sec): 3 clusters
  Score: Raw -766406.930669 + Penalty 2960.631592 = -763446.299077
  nChanged 263
		SP:Iteration 11Q (48774.750000 sec): 3 clusters
  Score: Raw -766586.817189 + Penalty 2960.631592 = -763626.185597
  nChanged 201
		SP:Iteration 12Q (48774.920000 sec): 3 clusters
  Score: Raw -766725.239373 + Penalty 2960.631592 = -763764.607781
  nChanged 180
		SP:Iteration 13Q (48775.090000 sec): 3 clusters
  Score: Raw -766858.931446 + Penalty 2960.631592 = -763898.299854
  nChanged 149
		SP:Iteration 14Q (48775.260000 sec): 3 clusters
  Score: Raw -766962.294144 + Penalty 2960.631592 = -764001.662552
  nChanged 129
		SP:Iteration 15Q (48775.440000 sec): 3 clusters
  Score: Raw -767041.119318 + Penalty 2960.631592 = -764080.487726
  nChanged 96
		SP:Iteration 16Q (48775.630000 sec): 3 clusters
  Score: Raw -767102.700269 + Penalty 2960.631592 = -764142.068677
  nChanged 81
		SP:Iteration 17Q (48775.810000 sec): 3 clusters
  Score: Raw -767147.185191 + Penalty 2960.631592 = -764186.553599
  nChanged 59
		SP:Iteration 18Q (48775.980000 sec): 3 clusters
  Score: Raw -767182.232219 + Penalty 2960.631592 = -764221.600627
  nChanged 39
		SP:Iteration 19Q (48776.160000 sec): 3 clusters
  Score: Raw -767206.147730 + Penalty 2960.631592 = -764245.516138
  nChanged 41
		SP:Iteration 20F (48776.340000 sec): 3 clusters
  Score: Raw -767227.286832 + Penalty 2960.631592 = -764266.655240
  nChanged 38
		SP:Iteration 21Q (48776.560000 sec): 3 clusters
  Score: Raw -767250.040371 + Penalty 2960.631592 = -764289.408779
  nChanged 28
		SP:Iteration 22Q (48776.740000 sec): 3 clusters
  Score: Raw -767262.644530 + Penalty 2960.631592 = -764302.012938
  nChanged 23
		SP:Iteration 23Q (48776.910000 sec): 3 clusters
  Score: Raw -767275.004992 + Penalty 2960.631592 = -764314.373400
  nChanged 23
		SP:Iteration 24Q (48777.090000 sec): 3 clusters
  Score: Raw -767289.892625 + Penalty 2960.631592 = -764329.261033
  nChanged 20
		SP:Iteration 25Q (48777.270000 sec): 3 clusters
  Score: Raw -767300.599545 + Penalty 2960.631592 = -764339.967953
  nChanged 22
		SP:Iteration 26Q (48777.450000 sec): 3 clusters
  Score: Raw -767311.913901 + Penalty 2960.631592 = -764351.282309
  nChanged 16
		SP:Iteration 27Q (48777.640000 sec): 3 clusters
  Score: Raw -767322.752531 + Penalty 2960.631592 = -764362.120939
  nChanged 14
		SP:Iteration 28Q (48777.830000 sec): 3 clusters
  Score: Raw -767333.629928 + Penalty 2960.631592 = -764372.998336
  nChanged 17
		SP:Iteration 29Q (48778.000000 sec): 3 clusters
  Score: Raw -767343.546574 + Penalty 2960.631592 = -764382.914982
  nChanged 7
		SP:Iteration 30Q (48778.260000 sec): 3 clusters
  Score: Raw -767346.526274 + Penalty 2960.631592 = -764385.894682
  nChanged 10
		SP:Iteration 31Q (48778.400000 sec): 3 clusters
  Score: Raw -767350.517177 + Penalty 2960.631592 = -764389.885585
  nChanged 7
		SP:Iteration 32Q (48778.580000 sec): 3 clusters
  Score: Raw -767353.560534 + Penalty 2960.631592 = -764392.928942
  nChanged 7
		SP:Iteration 33Q (48778.790000 sec): 3 clusters
  Score: Raw -767356.047913 + Penalty 2960.631592 = -764395.416321
  nChanged 5
		SP:Iteration 34Q (48778.970000 sec): 3 clusters
  Score: Raw -767358.885781 + Penalty 2960.631592 = -764398.254189
  nChanged 5
		SP:Iteration 35Q (48779.190000 sec): 3 clusters
  Score: Raw -767361.568677 + Penalty 2960.631592 = -764400.937085
  nChanged 5
		SP:Iteration 36Q (48779.400000 sec): 3 clusters
  Score: Raw -767363.358946 + Penalty 2960.631592 = -764402.727354
  nChanged 7
		SP:Iteration 37Q (48779.610000 sec): 3 clusters
  Score: Raw -767367.616145 + Penalty 2960.631592 = -764406.984553
  nChanged 1
		SP:Iteration 38Q (48779.830000 sec): 3 clusters
  Score: Raw -767368.697475 + Penalty 2960.631592 = -764408.065883
  nChanged 3
		SP:Iteration 39Q (48780.040000 sec): 3 clusters
  Score: Raw -767370.936067 + Penalty 2960.631592 = -764410.304475
  nChanged 2
		SP:Iteration 40F (48780.210000 sec): 3 clusters
  Score: Raw -767372.052943 + Penalty 2960.631592 = -764411.421350
  nChanged 3
		SP:Iteration 41Q (48780.430000 sec): 3 clusters
  Score: Raw -767373.368728 + Penalty 2960.631592 = -764412.737136
  nChanged 4
		SP:Iteration 42Q (48780.630000 sec): 3 clusters
  Score: Raw -767375.324916 + Penalty 2960.631592 = -764414.693324
  nChanged 3
		SP:Iteration 43Q (48780.810000 sec): 3 clusters
  Score: Raw -767377.094475 + Penalty 2960.631592 = -764416.462883
  nChanged 2
		SP:Iteration 44Q (48781.010000 sec): 3 clusters
  Score: Raw -767377.896045 + Penalty 2960.631592 = -764417.264453
  nChanged 1
		SP:Iteration 45Q (48781.260000 sec): 3 clusters
  Score: Raw -767378.367343 + Penalty 2960.631592 = -764417.735751
  nChanged 0
		SP:Iteration 46F (48781.440000 sec): 3 clusters
  Score: Raw -767378.367343 + Penalty 2960.631592 = -764417.735751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48781.540000 sec): 2 clusters
  Score: Raw -297787.589571 + Penalty 1345.656715 = -296441.932856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48781.700000 sec): 3 clusters
  Score: Raw -295915.609950 + Penalty 2691.313430 = -293224.296520
  nChanged 1532
		SP:Iteration 1F (48781.870000 sec): 3 clusters
  Score: Raw -296880.311952 + Penalty 2691.313430 = -294188.998522
  nChanged 311
		SP:Iteration 2F (48782.050000 sec): 3 clusters
  Score: Raw -297112.794841 + Penalty 2691.313430 = -294421.481411
  nChanged 257
		SP:Iteration 3F (48782.230000 sec): 3 clusters
  Score: Raw -297299.716922 + Penalty 2691.313430 = -294608.403492
  nChanged 213
		SP:Iteration 4F (48782.400000 sec): 3 clusters
  Score: Raw -297462.308282 + Penalty 2691.313430 = -294770.994852
  nChanged 176
		SP:Iteration 5Q (48782.580000 sec): 3 clusters
  Score: Raw -297573.603409 + Penalty 2691.313430 = -294882.289979
  nChanged 137
		SP:Iteration 6Q (48782.750000 sec): 3 clusters
  Score: Raw -297671.562613 + Penalty 2691.313430 = -294980.249183
  nChanged 105
		SP:Iteration 7Q (48782.930000 sec): 3 clusters
  Score: Raw -297734.488686 + Penalty 2691.313430 = -295043.175256
  nChanged 104
		SP:Iteration 8Q (48783.110000 sec): 3 clusters
  Score: Raw -297793.010813 + Penalty 2691.313430 = -295101.697382
  nChanged 92
		SP:Iteration 9Q (48783.280000 sec): 3 clusters
  Score: Raw -297843.001152 + Penalty 2691.313430 = -295151.687722
  nChanged 87
		SP:Iteration 10Q (48783.460000 sec): 3 clusters
  Score: Raw -297881.202497 + Penalty 2691.313430 = -295189.889066
  nChanged 78
		SP:Iteration 11Q (48783.630000 sec): 3 clusters
  Score: Raw -297917.813756 + Penalty 2691.313430 = -295226.500326
  nChanged 74
		SP:Iteration 12Q (48783.790000 sec): 3 clusters
  Score: Raw -297960.682238 + Penalty 2691.313430 = -295269.368808
  nChanged 79
		SP:Iteration 13Q (48783.950000 sec): 3 clusters
  Score: Raw -298005.460668 + Penalty 2691.313430 = -295314.147238
  nChanged 80
		SP:Iteration 14Q (48784.110000 sec): 3 clusters
  Score: Raw -298044.416636 + Penalty 2691.313430 = -295353.103206
  nChanged 58
		SP:Iteration 15Q (48784.300000 sec): 3 clusters
  Score: Raw -298069.250745 + Penalty 2691.313430 = -295377.937315
  nChanged 55
		SP:Iteration 16Q (48784.470000 sec): 3 clusters
  Score: Raw -298093.893277 + Penalty 2691.313430 = -295402.579847
  nChanged 51
		SP:Iteration 17Q (48784.650000 sec): 3 clusters
  Score: Raw -298118.313399 + Penalty 2691.313430 = -295426.999969
  nChanged 32
		SP:Iteration 18Q (48784.830000 sec): 3 clusters
  Score: Raw -298136.533009 + Penalty 2691.313430 = -295445.219579
  nChanged 40
		SP:Iteration 19Q (48785.000000 sec): 3 clusters
  Score: Raw -298154.471519 + Penalty 2691.313430 = -295463.158089
  nChanged 38
		SP:Iteration 20F (48785.180000 sec): 3 clusters
  Score: Raw -298174.097686 + Penalty 2691.313430 = -295482.784256
  nChanged 43
		SP:Iteration 21Q (48785.350000 sec): 3 clusters
  Score: Raw -298194.672622 + Penalty 2691.313430 = -295503.359192
  nChanged 38
		SP:Iteration 22Q (48785.530000 sec): 3 clusters
  Score: Raw -298209.960921 + Penalty 2691.313430 = -295518.647491
  nChanged 32
		SP:Iteration 23Q (48785.710000 sec): 3 clusters
  Score: Raw -298221.175848 + Penalty 2691.313430 = -295529.862418
  nChanged 30
		SP:Iteration 24Q (48785.880000 sec): 3 clusters
  Score: Raw -298232.441341 + Penalty 2691.313430 = -295541.127911
  nChanged 25
		SP:Iteration 25Q (48786.060000 sec): 3 clusters
  Score: Raw -298241.040737 + Penalty 2691.313430 = -295549.727307
  nChanged 26
		SP:Iteration 26Q (48786.230000 sec): 3 clusters
  Score: Raw -298250.162436 + Penalty 2691.313430 = -295558.849006
  nChanged 25
		SP:Iteration 27Q (48786.410000 sec): 3 clusters
  Score: Raw -298261.255552 + Penalty 2691.313430 = -295569.942122
  nChanged 21
		SP:Iteration 28Q (48786.590000 sec): 3 clusters
  Score: Raw -298270.688238 + Penalty 2691.313430 = -295579.374807
  nChanged 24
		SP:Iteration 29Q (48786.760000 sec): 3 clusters
  Score: Raw -298278.951286 + Penalty 2691.313430 = -295587.637856
  nChanged 18
		SP:Iteration 30Q (48786.940000 sec): 3 clusters
  Score: Raw -298285.036724 + Penalty 2691.313430 = -295593.723293
  nChanged 22
		SP:Iteration 31Q (48787.110000 sec): 3 clusters
  Score: Raw -298293.559593 + Penalty 2691.313430 = -295602.246163
  nChanged 27
		SP:Iteration 32Q (48787.290000 sec): 3 clusters
  Score: Raw -298300.126238 + Penalty 2691.313430 = -295608.812808
  nChanged 14
		SP:Iteration 33Q (48787.470000 sec): 3 clusters
  Score: Raw -298302.929130 + Penalty 2691.313430 = -295611.615700
  nChanged 4
		SP:Iteration 34Q (48787.640000 sec): 3 clusters
  Score: Raw -298303.500124 + Penalty 2691.313430 = -295612.186693
  nChanged 2
		SP:Iteration 35Q (48787.820000 sec): 3 clusters
  Score: Raw -298303.893466 + Penalty 2691.313430 = -295612.580036
  nChanged 3
		SP:Iteration 36Q (48787.990000 sec): 3 clusters
  Score: Raw -298304.556472 + Penalty 2691.313430 = -295613.243041
  nChanged 8
		SP:Iteration 37Q (48788.170000 sec): 3 clusters
  Score: Raw -298306.255068 + Penalty 2691.313430 = -295614.941638
  nChanged 4
		SP:Iteration 38Q (48788.340000 sec): 3 clusters
  Score: Raw -298307.288102 + Penalty 2691.313430 = -295615.974671
  nChanged 8
		SP:Iteration 39Q (48788.520000 sec): 3 clusters
  Score: Raw -298308.589490 + Penalty 2691.313430 = -295617.276060
  nChanged 4
		SP:Iteration 40F (48788.690000 sec): 3 clusters
  Score: Raw -298309.261231 + Penalty 2691.313430 = -295617.947800
  nChanged 1
		SP:Iteration 41Q (48788.870000 sec): 3 clusters
  Score: Raw -298309.650972 + Penalty 2691.313430 = -295618.337542
  nChanged 3
		SP:Iteration 42Q (48789.050000 sec): 3 clusters
  Score: Raw -298309.981580 + Penalty 2691.313430 = -295618.668150
  nChanged 0
		SP:Iteration 43F (48789.220000 sec): 3 clusters
  Score: Raw -298309.981580 + Penalty 2691.313430 = -295618.668150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48789.310000 sec): 2 clusters
  Score: Raw -36640.663192 + Penalty 1057.916980 = -35582.746212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48789.480000 sec): 3 clusters
  Score: Raw -36563.547398 + Penalty 2115.833961 = -34447.713437
  nChanged 182
		SP:Iteration 1F (48789.660000 sec): 3 clusters
  Score: Raw -36853.261799 + Penalty 2115.833961 = -34737.427838
  nChanged 49
		SP:Iteration 2F (48789.840000 sec): 3 clusters
  Score: Raw -36928.873103 + Penalty 2115.833961 = -34813.039142
  nChanged 24
		SP:Iteration 3Q (48790.010000 sec): 3 clusters
  Score: Raw -36960.825673 + Penalty 2115.833961 = -34844.991712
  nChanged 11
		SP:Iteration 4Q (48790.190000 sec): 3 clusters
  Score: Raw -36971.793369 + Penalty 2115.833961 = -34855.959408
  nChanged 3
		SP:Iteration 5Q (48790.360000 sec): 3 clusters
  Score: Raw -36974.133930 + Penalty 2115.833961 = -34858.299969
  nChanged 3
		SP:Iteration 6Q (48790.540000 sec): 3 clusters
  Score: Raw -36976.783518 + Penalty 2115.833961 = -34860.949557
  nChanged 0
		SP:Iteration 7F (48790.760000 sec): 3 clusters
  Score: Raw -36976.783518 + Penalty 2115.833961 = -34860.949557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48790.810000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48791.000000 sec): 3 clusters
  Score: Raw -402617.517605 + Penalty 2759.258945 = -399858.258660
  nChanged 1968
		SP:Iteration 1F (48791.180000 sec): 3 clusters
  Score: Raw -403765.266899 + Penalty 2759.258945 = -401006.007954
  nChanged 334
		SP:Iteration 2F (48791.350000 sec): 3 clusters
  Score: Raw -403943.109959 + Penalty 2759.258945 = -401183.851014
  nChanged 250
		SP:Iteration 3F (48791.520000 sec): 3 clusters
  Score: Raw -404062.591762 + Penalty 2759.258945 = -401303.332817
  nChanged 179
		SP:Iteration 4Q (48791.700000 sec): 3 clusters
  Score: Raw -404137.271129 + Penalty 2759.258945 = -401378.012184
  nChanged 141
		SP:Iteration 5Q (48791.870000 sec): 3 clusters
  Score: Raw -404197.816100 + Penalty 2759.258945 = -401438.557155
  nChanged 110
		SP:Iteration 6Q (48792.040000 sec): 3 clusters
  Score: Raw -404240.158223 + Penalty 2759.258945 = -401480.899278
  nChanged 91
		SP:Iteration 7Q (48792.220000 sec): 3 clusters
  Score: Raw -404271.167106 + Penalty 2759.258945 = -401511.908161
  nChanged 71
		SP:Iteration 8Q (48792.390000 sec): 3 clusters
  Score: Raw -404296.270227 + Penalty 2759.258945 = -401537.011281
  nChanged 74
		SP:Iteration 9Q (48792.560000 sec): 3 clusters
  Score: Raw -404320.593092 + Penalty 2759.258945 = -401561.334147
  nChanged 60
		SP:Iteration 10Q (48792.740000 sec): 3 clusters
  Score: Raw -404336.912343 + Penalty 2759.258945 = -401577.653398
  nChanged 50
		SP:Iteration 11Q (48792.910000 sec): 3 clusters
  Score: Raw -404350.316039 + Penalty 2759.258945 = -401591.057094
  nChanged 46
		SP:Iteration 12Q (48793.080000 sec): 3 clusters
  Score: Raw -404362.278987 + Penalty 2759.258945 = -401603.020042
  nChanged 42
		SP:Iteration 13Q (48793.260000 sec): 3 clusters
  Score: Raw -404379.077192 + Penalty 2759.258945 = -401619.818247
  nChanged 61
		SP:Iteration 14Q (48793.430000 sec): 3 clusters
  Score: Raw -404400.725897 + Penalty 2759.258945 = -401641.466952
  nChanged 53
		SP:Iteration 15Q (48793.600000 sec): 3 clusters
  Score: Raw -404416.210923 + Penalty 2759.258945 = -401656.951977
  nChanged 57
		SP:Iteration 16Q (48793.780000 sec): 3 clusters
  Score: Raw -404433.979064 + Penalty 2759.258945 = -401674.720119
  nChanged 59
		SP:Iteration 17Q (48793.950000 sec): 3 clusters
  Score: Raw -404451.925249 + Penalty 2759.258945 = -401692.666303
  nChanged 59
		SP:Iteration 18Q (48794.120000 sec): 3 clusters
  Score: Raw -404476.047272 + Penalty 2759.258945 = -401716.788327
  nChanged 66
		SP:Iteration 19Q (48794.300000 sec): 3 clusters
  Score: Raw -404505.454420 + Penalty 2759.258945 = -401746.195475
  nChanged 78
		SP:Iteration 20F (48794.470000 sec): 3 clusters
  Score: Raw -404531.469944 + Penalty 2759.258945 = -401772.210999
  nChanged 57
		SP:Iteration 21Q (48794.640000 sec): 3 clusters
  Score: Raw -404553.337211 + Penalty 2759.258945 = -401794.078266
  nChanged 56
		SP:Iteration 22Q (48794.820000 sec): 3 clusters
  Score: Raw -404569.088473 + Penalty 2759.258945 = -401809.829528
  nChanged 46
		SP:Iteration 23Q (48794.990000 sec): 3 clusters
  Score: Raw -404586.298484 + Penalty 2759.258945 = -401827.039539
  nChanged 53
		SP:Iteration 24Q (48795.160000 sec): 3 clusters
  Score: Raw -404602.611993 + Penalty 2759.258945 = -401843.353048
  nChanged 48
		SP:Iteration 25Q (48795.340000 sec): 3 clusters
  Score: Raw -404622.438518 + Penalty 2759.258945 = -401863.179573
  nChanged 57
		SP:Iteration 26Q (48795.510000 sec): 3 clusters
  Score: Raw -404649.388570 + Penalty 2759.258945 = -401890.129625
  nChanged 68
		SP:Iteration 27Q (48795.730000 sec): 3 clusters
  Score: Raw -404677.884122 + Penalty 2759.258945 = -401918.625177
  nChanged 70
		SP:Iteration 28Q (48795.910000 sec): 3 clusters
  Score: Raw -404712.303033 + Penalty 2759.258945 = -401953.044088
  nChanged 78
		SP:Iteration 29Q (48796.040000 sec): 3 clusters
  Score: Raw -404750.577050 + Penalty 2759.258945 = -401991.318105
  nChanged 66
		SP:Iteration 30Q (48796.220000 sec): 3 clusters
  Score: Raw -404785.261682 + Penalty 2759.258945 = -402026.002737
  nChanged 65
		SP:Iteration 31Q (48796.400000 sec): 3 clusters
  Score: Raw -404816.600740 + Penalty 2759.258945 = -402057.341795
  nChanged 62
		SP:Iteration 32Q (48796.570000 sec): 3 clusters
  Score: Raw -404851.262198 + Penalty 2759.258945 = -402092.003253
  nChanged 63
		SP:Iteration 33Q (48796.740000 sec): 3 clusters
  Score: Raw -404890.168265 + Penalty 2759.258945 = -402130.909320
  nChanged 73
		SP:Iteration 34Q (48796.940000 sec): 3 clusters
  Score: Raw -404933.910639 + Penalty 2759.258945 = -402174.651694
  nChanged 63
		SP:Iteration 35Q (48797.080000 sec): 3 clusters
  Score: Raw -404975.799930 + Penalty 2759.258945 = -402216.540985
  nChanged 48
		SP:Iteration 36Q (48797.240000 sec): 3 clusters
  Score: Raw -405007.013877 + Penalty 2759.258945 = -402247.754932
  nChanged 51
		SP:Iteration 37Q (48797.400000 sec): 3 clusters
  Score: Raw -405039.364740 + Penalty 2759.258945 = -402280.105795
  nChanged 48
		SP:Iteration 38Q (48797.560000 sec): 3 clusters
  Score: Raw -405072.759285 + Penalty 2759.258945 = -402313.500340
  nChanged 45
		SP:Iteration 39Q (48797.720000 sec): 3 clusters
  Score: Raw -405104.025698 + Penalty 2759.258945 = -402344.766753
  nChanged 33
		SP:Iteration 40F (48797.880000 sec): 3 clusters
  Score: Raw -405123.546845 + Penalty 2759.258945 = -402364.287900
  nChanged 26
		SP:Iteration 41Q (48798.070000 sec): 3 clusters
  Score: Raw -405137.467986 + Penalty 2759.258945 = -402378.209041
  nChanged 27
		SP:Iteration 42Q (48798.250000 sec): 3 clusters
  Score: Raw -405153.123566 + Penalty 2759.258945 = -402393.864621
  nChanged 19
		SP:Iteration 43Q (48798.410000 sec): 3 clusters
  Score: Raw -405164.810921 + Penalty 2759.258945 = -402405.551976
  nChanged 20
		SP:Iteration 44Q (48798.570000 sec): 3 clusters
  Score: Raw -405175.727031 + Penalty 2759.258945 = -402416.468086
  nChanged 15
		SP:Iteration 45Q (48798.730000 sec): 3 clusters
  Score: Raw -405183.967029 + Penalty 2759.258945 = -402424.708084
  nChanged 13
		SP:Iteration 46Q (48798.880000 sec): 3 clusters
  Score: Raw -405190.885279 + Penalty 2759.258945 = -402431.626334
  nChanged 8
		SP:Iteration 47Q (48799.050000 sec): 3 clusters
  Score: Raw -405195.902145 + Penalty 2759.258945 = -402436.643200
  nChanged 11
		SP:Iteration 48Q (48799.220000 sec): 3 clusters
  Score: Raw -405202.363319 + Penalty 2759.258945 = -402443.104374
  nChanged 10
		SP:Iteration 49Q (48799.400000 sec): 3 clusters
  Score: Raw -405209.338963 + Penalty 2759.258945 = -402450.080018
  nChanged 10
		SP:Iteration 50Q (48799.570000 sec): 3 clusters
  Score: Raw -405215.893849 + Penalty 2759.258945 = -402456.634904
  nChanged 8
		SP:Iteration 51Q (48799.740000 sec): 3 clusters
  Score: Raw -405221.890409 + Penalty 2759.258945 = -402462.631464
  nChanged 11
		SP:Iteration 52Q (48799.920000 sec): 3 clusters
  Score: Raw -405228.629087 + Penalty 2759.258945 = -402469.370142
  nChanged 9
		SP:Iteration 53Q (48800.090000 sec): 3 clusters
  Score: Raw -405232.550407 + Penalty 2759.258945 = -402473.291462
  nChanged 2
		SP:Iteration 54Q (48800.260000 sec): 3 clusters
  Score: Raw -405233.767430 + Penalty 2759.258945 = -402474.508485
  nChanged 3
		SP:Iteration 55Q (48800.440000 sec): 3 clusters
  Score: Raw -405235.792139 + Penalty 2759.258945 = -402476.533194
  nChanged 6
		SP:Iteration 56Q (48800.610000 sec): 3 clusters
  Score: Raw -405238.865718 + Penalty 2759.258945 = -402479.606773
  nChanged 4
		SP:Iteration 57Q (48800.780000 sec): 3 clusters
  Score: Raw -405241.109792 + Penalty 2759.258945 = -402481.850846
  nChanged 2
		SP:Iteration 58Q (48800.960000 sec): 3 clusters
  Score: Raw -405241.971179 + Penalty 2759.258945 = -402482.712234
  nChanged 4
		SP:Iteration 59Q (48801.130000 sec): 3 clusters
  Score: Raw -405244.286710 + Penalty 2759.258945 = -402485.027765
  nChanged 5
		SP:Iteration 60F (48801.300000 sec): 3 clusters
  Score: Raw -405246.465885 + Penalty 2759.258945 = -402487.206939
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48801.480000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48801.770000 sec): 3 clusters
  Score: Raw -1111542.651712 + Penalty 3097.283260 = -1108445.368452
  nChanged 6089
		SP:Iteration 1F (48802.050000 sec): 3 clusters
  Score: Raw -1114856.648318 + Penalty 3097.283260 = -1111759.365059
  nChanged 717
		SP:Iteration 2F (48802.310000 sec): 3 clusters
  Score: Raw -1115120.319357 + Penalty 3097.283260 = -1112023.036098
  nChanged 639
		SP:Iteration 3Q (48802.610000 sec): 3 clusters
  Score: Raw -1115328.507273 + Penalty 3097.283260 = -1112231.224013
  nChanged 531
		SP:Iteration 4Q (48802.870000 sec): 3 clusters
  Score: Raw -1115511.634001 + Penalty 3097.283260 = -1112414.350741
  nChanged 503
		SP:Iteration 5Q (48803.190000 sec): 3 clusters
  Score: Raw -1115672.746960 + Penalty 3097.283260 = -1112575.463701
  nChanged 471
		SP:Iteration 6Q (48803.420000 sec): 3 clusters
  Score: Raw -1115838.741621 + Penalty 3097.283260 = -1112741.458361
  nChanged 490
		SP:Iteration 7Q (48803.690000 sec): 3 clusters
  Score: Raw -1116029.763084 + Penalty 3097.283260 = -1112932.479824
  nChanged 502
		SP:Iteration 8Q (48803.990000 sec): 3 clusters
  Score: Raw -1116242.103061 + Penalty 3097.283260 = -1113144.819801
  nChanged 529
		SP:Iteration 9Q (48804.260000 sec): 3 clusters
  Score: Raw -1116501.619162 + Penalty 3097.283260 = -1113404.335902
  nChanged 578
		SP:Iteration 10Q (48804.550000 sec): 3 clusters
  Score: Raw -1116802.183784 + Penalty 3097.283260 = -1113704.900524
  nChanged 583
		SP:Iteration 11Q (48804.790000 sec): 3 clusters
  Score: Raw -1117153.200014 + Penalty 3097.283260 = -1114055.916754
  nChanged 624
		SP:Iteration 12Q (48805.060000 sec): 3 clusters
  Score: Raw -1117548.908392 + Penalty 3097.283260 = -1114451.625132
  nChanged 589
		SP:Iteration 13Q (48805.330000 sec): 3 clusters
  Score: Raw -1117961.647468 + Penalty 3097.283260 = -1114864.364208
  nChanged 533
		SP:Iteration 14Q (48805.640000 sec): 3 clusters
  Score: Raw -1118367.812914 + Penalty 3097.283260 = -1115270.529655
  nChanged 490
		SP:Iteration 15Q (48805.910000 sec): 3 clusters
  Score: Raw -1118761.623715 + Penalty 3097.283260 = -1115664.340455
  nChanged 378
		SP:Iteration 16Q (48806.110000 sec): 3 clusters
  Score: Raw -1119102.430046 + Penalty 3097.283260 = -1116005.146786
  nChanged 250
		SP:Iteration 17Q (48806.330000 sec): 3 clusters
  Score: Raw -1119317.896451 + Penalty 3097.283260 = -1116220.613191
  nChanged 172
		SP:Iteration 18Q (48806.610000 sec): 3 clusters
  Score: Raw -1119460.147012 + Penalty 3097.283260 = -1116362.863753
  nChanged 123
		SP:Iteration 19Q (48806.830000 sec): 3 clusters
  Score: Raw -1119555.584752 + Penalty 3097.283260 = -1116458.301492
  nChanged 67
		SP:Iteration 20F (48807.150000 sec): 3 clusters
  Score: Raw -1119619.604969 + Penalty 3097.283260 = -1116522.321710
  nChanged 54
		SP:Iteration 21Q (48807.390000 sec): 3 clusters
  Score: Raw -1119667.785775 + Penalty 3097.283260 = -1116570.502515
  nChanged 45
		SP:Iteration 22Q (48807.570000 sec): 3 clusters
  Score: Raw -1119710.099436 + Penalty 3097.283260 = -1116612.816177
  nChanged 33
		SP:Iteration 23Q (48807.830000 sec): 3 clusters
  Score: Raw -1119736.883191 + Penalty 3097.283260 = -1116639.599932
  nChanged 21
		SP:Iteration 24Q (48808.110000 sec): 3 clusters
  Score: Raw -1119755.625389 + Penalty 3097.283260 = -1116658.342129
  nChanged 19
		SP:Iteration 25Q (48808.350000 sec): 3 clusters
  Score: Raw -1119770.588894 + Penalty 3097.283260 = -1116673.305635
  nChanged 12
		SP:Iteration 26Q (48808.580000 sec): 3 clusters
  Score: Raw -1119781.370847 + Penalty 3097.283260 = -1116684.087587
  nChanged 10
		SP:Iteration 27Q (48808.900000 sec): 3 clusters
  Score: Raw -1119789.618192 + Penalty 3097.283260 = -1116692.334933
  nChanged 14
		SP:Iteration 28Q (48809.130000 sec): 3 clusters
  Score: Raw -1119803.234878 + Penalty 3097.283260 = -1116705.951618
  nChanged 15
		SP:Iteration 29Q (48809.360000 sec): 3 clusters
  Score: Raw -1119817.000900 + Penalty 3097.283260 = -1116719.717640
  nChanged 12
		SP:Iteration 30Q (48809.590000 sec): 3 clusters
  Score: Raw -1119830.618069 + Penalty 3097.283260 = -1116733.334809
  nChanged 8
		SP:Iteration 31Q (48809.850000 sec): 3 clusters
  Score: Raw -1119834.886936 + Penalty 3097.283260 = -1116737.603676
  nChanged 3
		SP:Iteration 32Q (48810.100000 sec): 3 clusters
  Score: Raw -1119837.187022 + Penalty 3097.283260 = -1116739.903762
  nChanged 3
		SP:Iteration 33Q (48810.360000 sec): 3 clusters
  Score: Raw -1119838.781546 + Penalty 3097.283260 = -1116741.498286
  nChanged 2
		SP:Iteration 34Q (48810.570000 sec): 3 clusters
  Score: Raw -1119840.893557 + Penalty 3097.283260 = -1116743.610298
  nChanged 5
		SP:Iteration 35Q (48810.830000 sec): 3 clusters
  Score: Raw -1119847.548287 + Penalty 3097.283260 = -1116750.265027
  nChanged 6
		SP:Iteration 36Q (48811.050000 sec): 3 clusters
  Score: Raw -1119853.581029 + Penalty 3097.283260 = -1116756.297769
  nChanged 8
		SP:Iteration 37Q (48811.300000 sec): 3 clusters
  Score: Raw -1119859.833063 + Penalty 3097.283260 = -1116762.549803
  nChanged 3
		SP:Iteration 38Q (48811.560000 sec): 3 clusters
  Score: Raw -1119862.152272 + Penalty 3097.283260 = -1116764.869013
  nChanged 4
		SP:Iteration 39Q (48811.780000 sec): 3 clusters
  Score: Raw -1119864.713622 + Penalty 3097.283260 = -1116767.430363
  nChanged 4
		SP:Iteration 40F (48812.050000 sec): 3 clusters
  Score: Raw -1119867.124906 + Penalty 3097.283260 = -1116769.841646
  nChanged 3
		SP:Iteration 41Q (48812.270000 sec): 3 clusters
  Score: Raw -1119869.434286 + Penalty 3097.283260 = -1116772.151027
  nChanged 2
		SP:Iteration 42Q (48812.480000 sec): 3 clusters
  Score: Raw -1119869.950715 + Penalty 3097.283260 = -1116772.667455
  nChanged 0
		SP:Iteration 43F (48812.820000 sec): 3 clusters
  Score: Raw -1119869.950715 + Penalty 3097.283260 = -1116772.667455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48812.860000 sec): 2 clusters
  Score: Raw -83509.005147 + Penalty 1158.771060 = -82350.234087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48813.030000 sec): 3 clusters
  Score: Raw -83052.701631 + Penalty 2317.542120 = -80735.159511
  nChanged 392
		SP:Iteration 1F (48813.210000 sec): 3 clusters
  Score: Raw -83396.405975 + Penalty 2317.542120 = -81078.863855
  nChanged 120
		SP:Iteration 2F (48813.380000 sec): 3 clusters
  Score: Raw -83597.396403 + Penalty 2317.542120 = -81279.854283
  nChanged 87
		SP:Iteration 3F (48813.560000 sec): 3 clusters
  Score: Raw -83723.201767 + Penalty 2317.542120 = -81405.659647
  nChanged 76
		SP:Iteration 4F (48813.730000 sec): 3 clusters
  Score: Raw -83829.866309 + Penalty 2317.542120 = -81512.324189
  nChanged 60
		SP:Iteration 5Q (48813.910000 sec): 3 clusters
  Score: Raw -83884.794167 + Penalty 2317.542120 = -81567.252047
  nChanged 34
		SP:Iteration 6Q (48814.090000 sec): 3 clusters
  Score: Raw -83913.413401 + Penalty 2317.542120 = -81595.871281
  nChanged 18
		SP:Iteration 7Q (48814.260000 sec): 3 clusters
  Score: Raw -83927.850434 + Penalty 2317.542120 = -81610.308314
  nChanged 17
		SP:Iteration 8Q (48814.440000 sec): 3 clusters
  Score: Raw -83947.199865 + Penalty 2317.542120 = -81629.657745
  nChanged 11
		SP:Iteration 9Q (48814.610000 sec): 3 clusters
  Score: Raw -83954.631867 + Penalty 2317.542120 = -81637.089747
  nChanged 11
		SP:Iteration 10Q (48814.790000 sec): 3 clusters
  Score: Raw -83966.741276 + Penalty 2317.542120 = -81649.199156
  nChanged 11
		SP:Iteration 11Q (48814.970000 sec): 3 clusters
  Score: Raw -83976.280759 + Penalty 2317.542120 = -81658.738639
  nChanged 6
		SP:Iteration 12Q (48815.140000 sec): 3 clusters
  Score: Raw -83984.503488 + Penalty 2317.542120 = -81666.961368
  nChanged 8
		SP:Iteration 13Q (48815.320000 sec): 3 clusters
  Score: Raw -83994.669851 + Penalty 2317.542120 = -81677.127732
  nChanged 7
		SP:Iteration 14Q (48815.490000 sec): 3 clusters
  Score: Raw -83998.448798 + Penalty 2317.542120 = -81680.906678
  nChanged 4
		SP:Iteration 15Q (48815.670000 sec): 3 clusters
  Score: Raw -84000.884950 + Penalty 2317.542120 = -81683.342830
  nChanged 2
		SP:Iteration 16Q (48815.850000 sec): 3 clusters
  Score: Raw -84003.030083 + Penalty 2317.542120 = -81685.487963
  nChanged 2
		SP:Iteration 17Q (48816.020000 sec): 3 clusters
  Score: Raw -84004.492421 + Penalty 2317.542120 = -81686.950301
  nChanged 0
		SP:Iteration 18F (48816.190000 sec): 3 clusters
  Score: Raw -84004.492421 + Penalty 2317.542120 = -81686.950301
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48816.270000 sec): 2 clusters
  Score: Raw -187148.825476 + Penalty 1265.853641 = -185882.971836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48816.450000 sec): 3 clusters
  Score: Raw -186033.778717 + Penalty 2531.707282 = -183502.071435
  nChanged 945
		SP:Iteration 1F (48816.620000 sec): 3 clusters
  Score: Raw -186605.602609 + Penalty 2531.707282 = -184073.895327
  nChanged 197
		SP:Iteration 2F (48816.800000 sec): 3 clusters
  Score: Raw -186745.486201 + Penalty 2531.707282 = -184213.778919
  nChanged 141
		SP:Iteration 3F (48816.970000 sec): 3 clusters
  Score: Raw -186835.229889 + Penalty 2531.707282 = -184303.522607
  nChanged 95
		SP:Iteration 4Q (48817.150000 sec): 3 clusters
  Score: Raw -186892.239380 + Penalty 2531.707282 = -184360.532098
  nChanged 66
		SP:Iteration 5Q (48817.330000 sec): 3 clusters
  Score: Raw -186935.937596 + Penalty 2531.707282 = -184404.230314
  nChanged 55
		SP:Iteration 6Q (48817.500000 sec): 3 clusters
  Score: Raw -186967.349229 + Penalty 2531.707282 = -184435.641947
  nChanged 42
		SP:Iteration 7Q (48817.680000 sec): 3 clusters
  Score: Raw -186991.195353 + Penalty 2531.707282 = -184459.488071
  nChanged 41
		SP:Iteration 8Q (48817.850000 sec): 3 clusters
  Score: Raw -187012.775691 + Penalty 2531.707282 = -184481.068410
  nChanged 27
		SP:Iteration 9Q (48818.030000 sec): 3 clusters
  Score: Raw -187024.718876 + Penalty 2531.707282 = -184493.011594
  nChanged 21
		SP:Iteration 10Q (48818.210000 sec): 3 clusters
  Score: Raw -187034.108593 + Penalty 2531.707282 = -184502.401311
  nChanged 25
		SP:Iteration 11Q (48818.380000 sec): 3 clusters
  Score: Raw -187045.329099 + Penalty 2531.707282 = -184513.621818
  nChanged 19
		SP:Iteration 12Q (48818.560000 sec): 3 clusters
  Score: Raw -187053.059338 + Penalty 2531.707282 = -184521.352056
  nChanged 16
		SP:Iteration 13Q (48818.730000 sec): 3 clusters
  Score: Raw -187058.281405 + Penalty 2531.707282 = -184526.574124
  nChanged 16
		SP:Iteration 14Q (48818.910000 sec): 3 clusters
  Score: Raw -187067.498186 + Penalty 2531.707282 = -184535.790905
  nChanged 18
		SP:Iteration 15Q (48819.090000 sec): 3 clusters
  Score: Raw -187075.247663 + Penalty 2531.707282 = -184543.540382
  nChanged 13
		SP:Iteration 16Q (48819.260000 sec): 3 clusters
  Score: Raw -187079.054612 + Penalty 2531.707282 = -184547.347331
  nChanged 11
		SP:Iteration 17Q (48819.440000 sec): 3 clusters
  Score: Raw -187083.977955 + Penalty 2531.707282 = -184552.270673
  nChanged 14
		SP:Iteration 18Q (48819.610000 sec): 3 clusters
  Score: Raw -187092.343150 + Penalty 2531.707282 = -184560.635869
  nChanged 14
		SP:Iteration 19Q (48819.790000 sec): 3 clusters
  Score: Raw -187098.512441 + Penalty 2531.707282 = -184566.805160
  nChanged 16
		SP:Iteration 20F (48819.970000 sec): 3 clusters
  Score: Raw -187108.044811 + Penalty 2531.707282 = -184576.337530
  nChanged 20
		SP:Iteration 21Q (48820.140000 sec): 3 clusters
  Score: Raw -187114.442111 + Penalty 2531.707282 = -184582.734830
  nChanged 15
		SP:Iteration 22Q (48820.320000 sec): 3 clusters
  Score: Raw -187119.592864 + Penalty 2531.707282 = -184587.885582
  nChanged 15
		SP:Iteration 23Q (48820.490000 sec): 3 clusters
  Score: Raw -187125.688041 + Penalty 2531.707282 = -184593.980760
  nChanged 10
		SP:Iteration 24Q (48820.670000 sec): 3 clusters
  Score: Raw -187129.652153 + Penalty 2531.707282 = -184597.944871
  nChanged 15
		SP:Iteration 25Q (48820.840000 sec): 3 clusters
  Score: Raw -187136.380682 + Penalty 2531.707282 = -184604.673401
  nChanged 14
		SP:Iteration 26Q (48821.020000 sec): 3 clusters
  Score: Raw -187141.522254 + Penalty 2531.707282 = -184609.814972
  nChanged 13
		SP:Iteration 27Q (48821.190000 sec): 3 clusters
  Score: Raw -187146.952783 + Penalty 2531.707282 = -184615.245501
  nChanged 16
		SP:Iteration 28Q (48821.370000 sec): 3 clusters
  Score: Raw -187155.710487 + Penalty 2531.707282 = -184624.003205
  nChanged 20
		SP:Iteration 29Q (48821.550000 sec): 3 clusters
  Score: Raw -187164.016477 + Penalty 2531.707282 = -184632.309196
  nChanged 15
		SP:Iteration 30Q (48821.720000 sec): 3 clusters
  Score: Raw -187171.606411 + Penalty 2531.707282 = -184639.899130
  nChanged 16
		SP:Iteration 31Q (48821.890000 sec): 3 clusters
  Score: Raw -187181.494433 + Penalty 2531.707282 = -184649.787151
  nChanged 21
		SP:Iteration 32Q (48822.080000 sec): 3 clusters
  Score: Raw -187193.038857 + Penalty 2531.707282 = -184661.331576
  nChanged 24
		SP:Iteration 33Q (48822.250000 sec): 3 clusters
  Score: Raw -187201.785463 + Penalty 2531.707282 = -184670.078181
  nChanged 17
		SP:Iteration 34Q (48822.430000 sec): 3 clusters
  Score: Raw -187208.279772 + Penalty 2531.707282 = -184676.572491
  nChanged 17
		SP:Iteration 35Q (48822.600000 sec): 3 clusters
  Score: Raw -187219.909664 + Penalty 2531.707282 = -184688.202382
  nChanged 30
		SP:Iteration 36Q (48822.780000 sec): 3 clusters
  Score: Raw -187237.077539 + Penalty 2531.707282 = -184705.370258
  nChanged 32
		SP:Iteration 37Q (48822.960000 sec): 3 clusters
  Score: Raw -187252.512491 + Penalty 2531.707282 = -184720.805209
  nChanged 34
		SP:Iteration 38Q (48823.130000 sec): 3 clusters
  Score: Raw -187269.921547 + Penalty 2531.707282 = -184738.214265
  nChanged 26
		SP:Iteration 39Q (48823.310000 sec): 3 clusters
  Score: Raw -187282.925049 + Penalty 2531.707282 = -184751.217767
  nChanged 35
		SP:Iteration 40F (48823.480000 sec): 3 clusters
  Score: Raw -187298.662020 + Penalty 2531.707282 = -184766.954738
  nChanged 23
		SP:Iteration 41Q (48823.660000 sec): 3 clusters
  Score: Raw -187308.951081 + Penalty 2531.707282 = -184777.243799
  nChanged 14
		SP:Iteration 42Q (48823.840000 sec): 3 clusters
  Score: Raw -187315.720081 + Penalty 2531.707282 = -184784.012800
  nChanged 12
		SP:Iteration 43Q (48824.010000 sec): 3 clusters
  Score: Raw -187320.864586 + Penalty 2531.707282 = -184789.157305
  nChanged 16
		SP:Iteration 44Q (48824.190000 sec): 3 clusters
  Score: Raw -187326.796040 + Penalty 2531.707282 = -184795.088758
  nChanged 6
		SP:Iteration 45Q (48824.360000 sec): 3 clusters
  Score: Raw -187329.955776 + Penalty 2531.707282 = -184798.248495
  nChanged 10
		SP:Iteration 46Q (48824.540000 sec): 3 clusters
  Score: Raw -187335.657662 + Penalty 2531.707282 = -184803.950380
  nChanged 16
		SP:Iteration 47Q (48824.720000 sec): 3 clusters
  Score: Raw -187344.599235 + Penalty 2531.707282 = -184812.891953
  nChanged 13
		SP:Iteration 48Q (48824.890000 sec): 3 clusters
  Score: Raw -187351.054086 + Penalty 2531.707282 = -184819.346804
  nChanged 13
		SP:Iteration 49Q (48825.070000 sec): 3 clusters
  Score: Raw -187356.846194 + Penalty 2531.707282 = -184825.138912
  nChanged 11
		SP:Iteration 50Q (48825.240000 sec): 3 clusters
  Score: Raw -187365.300852 + Penalty 2531.707282 = -184833.593571
  nChanged 13
		SP:Iteration 51Q (48825.420000 sec): 3 clusters
  Score: Raw -187373.242442 + Penalty 2531.707282 = -184841.535160
  nChanged 13
		SP:Iteration 52Q (48825.590000 sec): 3 clusters
  Score: Raw -187379.670538 + Penalty 2531.707282 = -184847.963257
  nChanged 12
		SP:Iteration 53Q (48825.770000 sec): 3 clusters
  Score: Raw -187386.398363 + Penalty 2531.707282 = -184854.691081
  nChanged 12
		SP:Iteration 54Q (48825.940000 sec): 3 clusters
  Score: Raw -187393.354385 + Penalty 2531.707282 = -184861.647103
  nChanged 5
		SP:Iteration 55Q (48826.120000 sec): 3 clusters
  Score: Raw -187396.669957 + Penalty 2531.707282 = -184864.962675
  nChanged 11
		SP:Iteration 56Q (48826.300000 sec): 3 clusters
  Score: Raw -187401.182239 + Penalty 2531.707282 = -184869.474958
  nChanged 7
		SP:Iteration 57Q (48826.470000 sec): 3 clusters
  Score: Raw -187403.716893 + Penalty 2531.707282 = -184872.009611
  nChanged 5
		SP:Iteration 58Q (48826.630000 sec): 3 clusters
  Score: Raw -187406.042794 + Penalty 2531.707282 = -184874.335512
  nChanged 8
		SP:Iteration 59Q (48826.780000 sec): 3 clusters
  Score: Raw -187409.432384 + Penalty 2531.707282 = -184877.725102
  nChanged 10
		SP:Iteration 60F (48826.960000 sec): 3 clusters
  Score: Raw -187414.384206 + Penalty 2531.707282 = -184882.676924
  nChanged 10
		SP:Iteration 61Q (48827.130000 sec): 3 clusters
  Score: Raw -187419.330338 + Penalty 2531.707282 = -184887.623056
  nChanged 11
		SP:Iteration 62Q (48827.320000 sec): 3 clusters
  Score: Raw -187425.129033 + Penalty 2531.707282 = -184893.421752
  nChanged 11
		SP:Iteration 63Q (48827.480000 sec): 3 clusters
  Score: Raw -187428.687529 + Penalty 2531.707282 = -184896.980247
  nChanged 8
		SP:Iteration 64Q (48827.660000 sec): 3 clusters
  Score: Raw -187433.263845 + Penalty 2531.707282 = -184901.556564
  nChanged 9
		SP:Iteration 65Q (48827.840000 sec): 3 clusters
  Score: Raw -187438.816111 + Penalty 2531.707282 = -184907.108829
  nChanged 6
		SP:Iteration 66Q (48828.010000 sec): 3 clusters
  Score: Raw -187441.504247 + Penalty 2531.707282 = -184909.796966
  nChanged 4
		SP:Iteration 67Q (48828.190000 sec): 3 clusters
  Score: Raw -187443.571803 + Penalty 2531.707282 = -184911.864521
  nChanged 6
		SP:Iteration 68Q (48828.360000 sec): 3 clusters
  Score: Raw -187446.204722 + Penalty 2531.707282 = -184914.497440
  nChanged 5
		SP:Iteration 69Q (48828.540000 sec): 3 clusters
  Score: Raw -187448.150664 + Penalty 2531.707282 = -184916.443382
  nChanged 5
		SP:Iteration 70Q (48828.710000 sec): 3 clusters
  Score: Raw -187450.460045 + Penalty 2531.707282 = -184918.752763
  nChanged 8
		SP:Iteration 71Q (48828.890000 sec): 3 clusters
  Score: Raw -187453.390440 + Penalty 2531.707282 = -184921.683158
  nChanged 6
		SP:Iteration 72Q (48829.060000 sec): 3 clusters
  Score: Raw -187456.262162 + Penalty 2531.707282 = -184924.554880
  nChanged 5
		SP:Iteration 73Q (48829.240000 sec): 3 clusters
  Score: Raw -187458.730228 + Penalty 2531.707282 = -184927.022947
  nChanged 6
		SP:Iteration 74Q (48829.420000 sec): 3 clusters
  Score: Raw -187461.021609 + Penalty 2531.707282 = -184929.314328
  nChanged 5
		SP:Iteration 75Q (48829.590000 sec): 3 clusters
  Score: Raw -187462.658936 + Penalty 2531.707282 = -184930.951655
  nChanged 3
		SP:Iteration 76Q (48829.760000 sec): 3 clusters
  Score: Raw -187463.769202 + Penalty 2531.707282 = -184932.061921
  nChanged 3
		SP:Iteration 77Q (48829.940000 sec): 3 clusters
  Score: Raw -187465.477343 + Penalty 2531.707282 = -184933.770061
  nChanged 3
		SP:Iteration 78Q (48830.110000 sec): 3 clusters
  Score: Raw -187466.395679 + Penalty 2531.707282 = -184934.688397
  nChanged 4
		SP:Iteration 79Q (48830.280000 sec): 3 clusters
  Score: Raw -187467.204221 + Penalty 2531.707282 = -184935.496939
  nChanged 1
		SP:Iteration 80F (48830.440000 sec): 3 clusters
  Score: Raw -187467.759563 + Penalty 2531.707282 = -184936.052281
  nChanged 4
		SP:Iteration 81Q (48830.610000 sec): 3 clusters
  Score: Raw -187469.452784 + Penalty 2531.707282 = -184937.745503
  nChanged 6
		SP:Iteration 82Q (48830.770000 sec): 3 clusters
  Score: Raw -187472.128009 + Penalty 2531.707282 = -184940.420727
  nChanged 7
		SP:Iteration 83Q (48830.940000 sec): 3 clusters
  Score: Raw -187476.470896 + Penalty 2531.707282 = -184944.763614
  nChanged 4
		SP:Iteration 84Q (48831.120000 sec): 3 clusters
  Score: Raw -187478.806460 + Penalty 2531.707282 = -184947.099178
  nChanged 4
		SP:Iteration 85Q (48831.300000 sec): 3 clusters
  Score: Raw -187481.466185 + Penalty 2531.707282 = -184949.758904
  nChanged 5
		SP:Iteration 86Q (48831.470000 sec): 3 clusters
  Score: Raw -187482.674440 + Penalty 2531.707282 = -184950.967158
  nChanged 2
		SP:Iteration 87Q (48831.650000 sec): 3 clusters
  Score: Raw -187483.288653 + Penalty 2531.707282 = -184951.581372
  nChanged 0
		SP:Iteration 88F (48831.820000 sec): 3 clusters
  Score: Raw -187483.288653 + Penalty 2531.707282 = -184951.581372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48831.910000 sec): 2 clusters
  Score: Raw -131197.419849 + Penalty 1226.982452 = -129970.437397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48832.080000 sec): 3 clusters
  Score: Raw -130472.834854 + Penalty 2453.964904 = -128018.869950
  nChanged 666
		SP:Iteration 1F (48832.260000 sec): 3 clusters
  Score: Raw -131098.045000 + Penalty 2453.964904 = -128644.080096
  nChanged 197
		SP:Iteration 2F (48832.430000 sec): 3 clusters
  Score: Raw -131366.568563 + Penalty 2453.964904 = -128912.603659
  nChanged 151
		SP:Iteration 3F (48832.600000 sec): 3 clusters
  Score: Raw -131587.980699 + Penalty 2453.964904 = -129134.015795
  nChanged 121
		SP:Iteration 4F (48832.780000 sec): 3 clusters
  Score: Raw -131768.921096 + Penalty 2453.964904 = -129314.956192
  nChanged 106
		SP:Iteration 5F (48832.960000 sec): 3 clusters
  Score: Raw -131881.205824 + Penalty 2453.964904 = -129427.240920
  nChanged 60
		SP:Iteration 6Q (48833.130000 sec): 3 clusters
  Score: Raw -131939.316311 + Penalty 2453.964904 = -129485.351407
  nChanged 33
		SP:Iteration 7Q (48833.310000 sec): 3 clusters
  Score: Raw -131962.956520 + Penalty 2453.964904 = -129508.991616
  nChanged 17
		SP:Iteration 8Q (48833.480000 sec): 3 clusters
  Score: Raw -131973.659489 + Penalty 2453.964904 = -129519.694585
  nChanged 14
		SP:Iteration 9Q (48833.660000 sec): 3 clusters
  Score: Raw -131980.568068 + Penalty 2453.964904 = -129526.603164
  nChanged 7
		SP:Iteration 10Q (48833.830000 sec): 3 clusters
  Score: Raw -131982.910019 + Penalty 2453.964904 = -129528.945115
  nChanged 6
		SP:Iteration 11Q (48833.990000 sec): 3 clusters
  Score: Raw -131986.095632 + Penalty 2453.964904 = -129532.130728
  nChanged 4
		SP:Iteration 12Q (48834.160000 sec): 3 clusters
  Score: Raw -131988.376482 + Penalty 2453.964904 = -129534.411578
  nChanged 3
		SP:Iteration 13Q (48834.320000 sec): 3 clusters
  Score: Raw -131989.371491 + Penalty 2453.964904 = -129535.406587
  nChanged 2
		SP:Iteration 14Q (48834.490000 sec): 3 clusters
  Score: Raw -131989.929918 + Penalty 2453.964904 = -129535.965014
  nChanged 5
		SP:Iteration 15Q (48834.660000 sec): 3 clusters
  Score: Raw -131992.549205 + Penalty 2453.964904 = -129538.584301
  nChanged 3
		SP:Iteration 16Q (48834.840000 sec): 3 clusters
  Score: Raw -131995.019166 + Penalty 2453.964904 = -129541.054262
  nChanged 11
		SP:Iteration 17Q (48835.020000 sec): 3 clusters
  Score: Raw -132000.485079 + Penalty 2453.964904 = -129546.520175
  nChanged 12
		SP:Iteration 18Q (48835.190000 sec): 3 clusters
  Score: Raw -132009.948804 + Penalty 2453.964904 = -129555.983900
  nChanged 16
		SP:Iteration 19Q (48835.370000 sec): 3 clusters
  Score: Raw -132025.289498 + Penalty 2453.964904 = -129571.324594
  nChanged 21
		SP:Iteration 20F (48835.540000 sec): 3 clusters
  Score: Raw -132049.285704 + Penalty 2453.964904 = -129595.320800
  nChanged 20
		SP:Iteration 21Q (48835.720000 sec): 3 clusters
  Score: Raw -132069.578723 + Penalty 2453.964904 = -129615.613819
  nChanged 19
		SP:Iteration 22Q (48835.900000 sec): 3 clusters
  Score: Raw -132084.248692 + Penalty 2453.964904 = -129630.283788
  nChanged 14
		SP:Iteration 23Q (48836.070000 sec): 3 clusters
  Score: Raw -132101.064656 + Penalty 2453.964904 = -129647.099752
  nChanged 18
		SP:Iteration 24Q (48836.250000 sec): 3 clusters
  Score: Raw -132119.660019 + Penalty 2453.964904 = -129665.695115
  nChanged 31
		SP:Iteration 25Q (48836.420000 sec): 3 clusters
  Score: Raw -132146.504696 + Penalty 2453.964904 = -129692.539792
  nChanged 20
		SP:Iteration 26Q (48836.600000 sec): 3 clusters
  Score: Raw -132163.652632 + Penalty 2453.964904 = -129709.687728
  nChanged 12
		SP:Iteration 27Q (48836.750000 sec): 3 clusters
  Score: Raw -132174.399535 + Penalty 2453.964904 = -129720.434631
  nChanged 14
		SP:Iteration 28Q (48836.950000 sec): 3 clusters
  Score: Raw -132180.546868 + Penalty 2453.964904 = -129726.581964
  nChanged 6
		SP:Iteration 29Q (48837.130000 sec): 3 clusters
  Score: Raw -132185.074869 + Penalty 2453.964904 = -129731.109965
  nChanged 5
		SP:Iteration 30Q (48837.300000 sec): 3 clusters
  Score: Raw -132195.361227 + Penalty 2453.964904 = -129741.396323
  nChanged 5
		SP:Iteration 31Q (48837.480000 sec): 3 clusters
  Score: Raw -132202.347693 + Penalty 2453.964904 = -129748.382789
  nChanged 6
		SP:Iteration 32Q (48837.660000 sec): 3 clusters
  Score: Raw -132205.848364 + Penalty 2453.964904 = -129751.883460
  nChanged 7
		SP:Iteration 33Q (48837.800000 sec): 3 clusters
  Score: Raw -132210.382237 + Penalty 2453.964904 = -129756.417333
  nChanged 4
		SP:Iteration 34Q (48837.840000 sec): 3 clusters
  Score: Raw -132213.011427 + Penalty 2453.964904 = -129759.046523
  nChanged 2
		SP:Iteration 35Q (48837.880000 sec): 3 clusters
  Score: Raw -132213.963351 + Penalty 2453.964904 = -129759.998447
  nChanged 2
		SP:Iteration 36Q (48838.040000 sec): 3 clusters
  Score: Raw -132214.594953 + Penalty 2453.964904 = -129760.630049
  nChanged 2
		SP:Iteration 37Q (48838.180000 sec): 3 clusters
  Score: Raw -132215.592273 + Penalty 2453.964904 = -129761.627369
  nChanged 1
		SP:Iteration 38Q (48838.360000 sec): 3 clusters
  Score: Raw -132215.778427 + Penalty 2453.964904 = -129761.813523
  nChanged 0
		SP:Iteration 39F (48838.540000 sec): 3 clusters
  Score: Raw -132215.778427 + Penalty 2453.964904 = -129761.813523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48838.660000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48838.840000 sec): 3 clusters
  Score: Raw -356954.200676 + Penalty 2743.662518 = -354210.538158
  nChanged 1907
		SP:Iteration 1F (48839.020000 sec): 3 clusters
  Score: Raw -358041.176469 + Penalty 2743.662518 = -355297.513951
  nChanged 386
		SP:Iteration 2F (48839.200000 sec): 3 clusters
  Score: Raw -358285.340383 + Penalty 2743.662518 = -355541.677865
  nChanged 300
		SP:Iteration 3F (48839.380000 sec): 3 clusters
  Score: Raw -358456.992304 + Penalty 2743.662518 = -355713.329786
  nChanged 231
		SP:Iteration 4Q (48839.540000 sec): 3 clusters
  Score: Raw -358610.401556 + Penalty 2743.662518 = -355866.739038
  nChanged 204
		SP:Iteration 5Q (48839.750000 sec): 3 clusters
  Score: Raw -358731.467217 + Penalty 2743.662518 = -355987.804699
  nChanged 206
		SP:Iteration 6Q (48839.890000 sec): 3 clusters
  Score: Raw -358870.768621 + Penalty 2743.662518 = -356127.106103
  nChanged 204
		SP:Iteration 7Q (48840.060000 sec): 3 clusters
  Score: Raw -359020.780239 + Penalty 2743.662518 = -356277.117721
  nChanged 203
		SP:Iteration 8Q (48840.230000 sec): 3 clusters
  Score: Raw -359151.605259 + Penalty 2743.662518 = -356407.942741
  nChanged 178
		SP:Iteration 9Q (48840.410000 sec): 3 clusters
  Score: Raw -359251.869063 + Penalty 2743.662518 = -356508.206544
  nChanged 122
		SP:Iteration 10Q (48840.590000 sec): 3 clusters
  Score: Raw -359312.995497 + Penalty 2743.662518 = -356569.332978
  nChanged 100
		SP:Iteration 11Q (48840.760000 sec): 3 clusters
  Score: Raw -359353.827869 + Penalty 2743.662518 = -356610.165351
  nChanged 76
		SP:Iteration 12Q (48840.940000 sec): 3 clusters
  Score: Raw -359379.976504 + Penalty 2743.662518 = -356636.313985
  nChanged 49
		SP:Iteration 13Q (48841.110000 sec): 3 clusters
  Score: Raw -359399.115712 + Penalty 2743.662518 = -356655.453194
  nChanged 50
		SP:Iteration 14Q (48841.290000 sec): 3 clusters
  Score: Raw -359418.977427 + Penalty 2743.662518 = -356675.314908
  nChanged 47
		SP:Iteration 15Q (48841.460000 sec): 3 clusters
  Score: Raw -359436.028597 + Penalty 2743.662518 = -356692.366078
  nChanged 36
		SP:Iteration 16Q (48841.630000 sec): 3 clusters
  Score: Raw -359446.503468 + Penalty 2743.662518 = -356702.840950
  nChanged 26
		SP:Iteration 17Q (48841.810000 sec): 3 clusters
  Score: Raw -359453.589290 + Penalty 2743.662518 = -356709.926772
  nChanged 24
		SP:Iteration 18Q (48841.980000 sec): 3 clusters
  Score: Raw -359459.976729 + Penalty 2743.662518 = -356716.314210
  nChanged 24
		SP:Iteration 19Q (48842.160000 sec): 3 clusters
  Score: Raw -359466.350722 + Penalty 2743.662518 = -356722.688204
  nChanged 18
		SP:Iteration 20F (48842.330000 sec): 3 clusters
  Score: Raw -359471.985318 + Penalty 2743.662518 = -356728.322800
  nChanged 19
		SP:Iteration 21Q (48842.500000 sec): 3 clusters
  Score: Raw -359477.093403 + Penalty 2743.662518 = -356733.430885
  nChanged 19
		SP:Iteration 22Q (48842.680000 sec): 3 clusters
  Score: Raw -359482.088760 + Penalty 2743.662518 = -356738.426241
  nChanged 14
		SP:Iteration 23Q (48842.850000 sec): 3 clusters
  Score: Raw -359486.307624 + Penalty 2743.662518 = -356742.645106
  nChanged 17
		SP:Iteration 24Q (48842.990000 sec): 3 clusters
  Score: Raw -359490.756979 + Penalty 2743.662518 = -356747.094461
  nChanged 14
		SP:Iteration 25Q (48843.100000 sec): 3 clusters
  Score: Raw -359496.094501 + Penalty 2743.662518 = -356752.431982
  nChanged 19
		SP:Iteration 26Q (48843.200000 sec): 3 clusters
  Score: Raw -359500.505105 + Penalty 2743.662518 = -356756.842586
  nChanged 18
		SP:Iteration 27Q (48843.300000 sec): 3 clusters
  Score: Raw -359508.025234 + Penalty 2743.662518 = -356764.362716
  nChanged 16
		SP:Iteration 28Q (48843.410000 sec): 3 clusters
  Score: Raw -359514.465295 + Penalty 2743.662518 = -356770.802777
  nChanged 17
		SP:Iteration 29Q (48843.590000 sec): 3 clusters
  Score: Raw -359519.014548 + Penalty 2743.662518 = -356775.352030
  nChanged 13
		SP:Iteration 30Q (48843.760000 sec): 3 clusters
  Score: Raw -359521.779402 + Penalty 2743.662518 = -356778.116884
  nChanged 12
		SP:Iteration 31Q (48843.930000 sec): 3 clusters
  Score: Raw -359524.473578 + Penalty 2743.662518 = -356780.811060
  nChanged 17
		SP:Iteration 32Q (48844.110000 sec): 3 clusters
  Score: Raw -359529.424413 + Penalty 2743.662518 = -356785.761895
  nChanged 18
		SP:Iteration 33Q (48844.280000 sec): 3 clusters
  Score: Raw -359535.246376 + Penalty 2743.662518 = -356791.583857
  nChanged 16
		SP:Iteration 34Q (48844.440000 sec): 3 clusters
  Score: Raw -359540.964055 + Penalty 2743.662518 = -356797.301536
  nChanged 15
		SP:Iteration 35Q (48844.600000 sec): 3 clusters
  Score: Raw -359544.597549 + Penalty 2743.662518 = -356800.935031
  nChanged 9
		SP:Iteration 36Q (48844.760000 sec): 3 clusters
  Score: Raw -359546.630191 + Penalty 2743.662518 = -356802.967672
  nChanged 8
		SP:Iteration 37Q (48844.920000 sec): 3 clusters
  Score: Raw -359549.495671 + Penalty 2743.662518 = -356805.833153
  nChanged 16
		SP:Iteration 38Q (48845.080000 sec): 3 clusters
  Score: Raw -359554.470805 + Penalty 2743.662518 = -356810.808287
  nChanged 17
		SP:Iteration 39Q (48845.240000 sec): 3 clusters
  Score: Raw -359560.608012 + Penalty 2743.662518 = -356816.945493
  nChanged 13
		SP:Iteration 40F (48845.400000 sec): 3 clusters
  Score: Raw -359565.588088 + Penalty 2743.662518 = -356821.925570
  nChanged 12
		SP:Iteration 41Q (48845.560000 sec): 3 clusters
  Score: Raw -359569.224413 + Penalty 2743.662518 = -356825.561895
  nChanged 6
		SP:Iteration 42Q (48845.720000 sec): 3 clusters
  Score: Raw -359570.546378 + Penalty 2743.662518 = -356826.883860
  nChanged 8
		SP:Iteration 43Q (48845.880000 sec): 3 clusters
  Score: Raw -359572.223074 + Penalty 2743.662518 = -356828.560555
  nChanged 6
		SP:Iteration 44Q (48846.040000 sec): 3 clusters
  Score: Raw -359573.549986 + Penalty 2743.662518 = -356829.887468
  nChanged 9
		SP:Iteration 45Q (48846.200000 sec): 3 clusters
  Score: Raw -359575.358412 + Penalty 2743.662518 = -356831.695894
  nChanged 7
		SP:Iteration 46Q (48846.360000 sec): 3 clusters
  Score: Raw -359578.901768 + Penalty 2743.662518 = -356835.239250
  nChanged 10
		SP:Iteration 47Q (48846.510000 sec): 3 clusters
  Score: Raw -359581.278051 + Penalty 2743.662518 = -356837.615533
  nChanged 8
		SP:Iteration 48Q (48846.670000 sec): 3 clusters
  Score: Raw -359583.549837 + Penalty 2743.662518 = -356839.887319
  nChanged 6
		SP:Iteration 49Q (48846.830000 sec): 3 clusters
  Score: Raw -359585.060228 + Penalty 2743.662518 = -356841.397710
  nChanged 6
		SP:Iteration 50Q (48846.990000 sec): 3 clusters
  Score: Raw -359586.823154 + Penalty 2743.662518 = -356843.160636
  nChanged 6
		SP:Iteration 51Q (48847.150000 sec): 3 clusters
  Score: Raw -359588.625818 + Penalty 2743.662518 = -356844.963300
  nChanged 5
		SP:Iteration 52Q (48847.310000 sec): 3 clusters
  Score: Raw -359590.080889 + Penalty 2743.662518 = -356846.418370
  nChanged 6
		SP:Iteration 53Q (48847.470000 sec): 3 clusters
  Score: Raw -359591.552627 + Penalty 2743.662518 = -356847.890108
  nChanged 7
		SP:Iteration 54Q (48847.630000 sec): 3 clusters
  Score: Raw -359593.378074 + Penalty 2743.662518 = -356849.715556
  nChanged 5
		SP:Iteration 55Q (48847.790000 sec): 3 clusters
  Score: Raw -359594.468947 + Penalty 2743.662518 = -356850.806429
  nChanged 4
		SP:Iteration 56Q (48847.950000 sec): 3 clusters
  Score: Raw -359596.056336 + Penalty 2743.662518 = -356852.393818
  nChanged 7
		SP:Iteration 57Q (48848.110000 sec): 3 clusters
  Score: Raw -359598.555013 + Penalty 2743.662518 = -356854.892495
  nChanged 3
		SP:Iteration 58Q (48848.270000 sec): 3 clusters
  Score: Raw -359599.541467 + Penalty 2743.662518 = -356855.878949
  nChanged 3
		SP:Iteration 59Q (48848.430000 sec): 3 clusters
  Score: Raw -359600.131044 + Penalty 2743.662518 = -356856.468526
  nChanged 2
		SP:Iteration 60F (48848.590000 sec): 3 clusters
  Score: Raw -359600.549325 + Penalty 2743.662518 = -356856.886807
  nChanged 2
		SP:Iteration 61Q (48848.750000 sec): 3 clusters
  Score: Raw -359601.117827 + Penalty 2743.662518 = -356857.455308
  nChanged 1
		SP:Iteration 62Q (48848.910000 sec): 3 clusters
  Score: Raw -359601.298372 + Penalty 2743.662518 = -356857.635854
  nChanged 1
		SP:Iteration 63Q (48849.070000 sec): 3 clusters
  Score: Raw -359601.543966 + Penalty 2743.662518 = -356857.881447
  nChanged 1
		SP:Iteration 64Q (48849.230000 sec): 3 clusters
  Score: Raw -359601.685854 + Penalty 2743.662518 = -356858.023335
  nChanged 1
		SP:Iteration 65Q (48849.390000 sec): 3 clusters
  Score: Raw -359601.827976 + Penalty 2743.662518 = -356858.165457
  nChanged 1
		SP:Iteration 66Q (48849.550000 sec): 3 clusters
  Score: Raw -359601.955064 + Penalty 2743.662518 = -356858.292546
  nChanged 1
		SP:Iteration 67Q (48849.710000 sec): 3 clusters
  Score: Raw -359602.085842 + Penalty 2743.662518 = -356858.423324
  nChanged 0
		SP:Iteration 68F (48849.870000 sec): 3 clusters
  Score: Raw -359602.085842 + Penalty 2743.662518 = -356858.423324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48849.930000 sec): 2 clusters
  Score: Raw -160828.417593 + Penalty 1238.603372 = -159589.814222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48850.100000 sec): 3 clusters
  Score: Raw -160048.133836 + Penalty 2477.206743 = -157570.927093
  nChanged 708
		SP:Iteration 1F (48850.270000 sec): 3 clusters
  Score: Raw -160819.315221 + Penalty 2477.206743 = -158342.108478
  nChanged 246
		SP:Iteration 2F (48850.440000 sec): 3 clusters
  Score: Raw -161186.197657 + Penalty 2477.206743 = -158708.990913
  nChanged 156
		SP:Iteration 3F (48850.620000 sec): 3 clusters
  Score: Raw -161384.262082 + Penalty 2477.206743 = -158907.055339
  nChanged 97
		SP:Iteration 4Q (48850.790000 sec): 3 clusters
  Score: Raw -161511.933486 + Penalty 2477.206743 = -159034.726743
  nChanged 72
		SP:Iteration 5Q (48850.970000 sec): 3 clusters
  Score: Raw -161594.649406 + Penalty 2477.206743 = -159117.442663
  nChanged 46
		SP:Iteration 6Q (48851.140000 sec): 3 clusters
  Score: Raw -161637.956025 + Penalty 2477.206743 = -159160.749281
  nChanged 27
		SP:Iteration 7Q (48851.310000 sec): 3 clusters
  Score: Raw -161660.481802 + Penalty 2477.206743 = -159183.275059
  nChanged 21
		SP:Iteration 8Q (48851.490000 sec): 3 clusters
  Score: Raw -161673.064752 + Penalty 2477.206743 = -159195.858009
  nChanged 14
		SP:Iteration 9Q (48851.660000 sec): 3 clusters
  Score: Raw -161680.250702 + Penalty 2477.206743 = -159203.043959
  nChanged 5
		SP:Iteration 10Q (48851.830000 sec): 3 clusters
  Score: Raw -161682.097416 + Penalty 2477.206743 = -159204.890673
  nChanged 1
		SP:Iteration 11Q (48852.010000 sec): 3 clusters
  Score: Raw -161682.451453 + Penalty 2477.206743 = -159205.244710
  nChanged 2
		SP:Iteration 12Q (48852.180000 sec): 3 clusters
  Score: Raw -161683.135872 + Penalty 2477.206743 = -159205.929129
  nChanged 0
		SP:Iteration 13F (48852.350000 sec): 3 clusters
  Score: Raw -161683.135872 + Penalty 2477.206743 = -159205.929129
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48852.480000 sec): 2 clusters
  Score: Raw -751738.384294 + Penalty 1479.125315 = -750259.258979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48852.710000 sec): 3 clusters
  Score: Raw -746658.835948 + Penalty 2958.250629 = -743700.585319
  nChanged 3804
		SP:Iteration 1F (48852.930000 sec): 3 clusters
  Score: Raw -748764.620060 + Penalty 2958.250629 = -745806.369431
  nChanged 586
		SP:Iteration 2F (48853.110000 sec): 3 clusters
  Score: Raw -749040.903586 + Penalty 2958.250629 = -746082.652957
  nChanged 505
		SP:Iteration 3F (48853.300000 sec): 3 clusters
  Score: Raw -749301.690526 + Penalty 2958.250629 = -746343.439897
  nChanged 476
		SP:Iteration 4F (48853.480000 sec): 3 clusters
  Score: Raw -749565.714709 + Penalty 2958.250629 = -746607.464080
  nChanged 450
		SP:Iteration 5F (48853.670000 sec): 3 clusters
  Score: Raw -749835.687825 + Penalty 2958.250629 = -746877.437196
  nChanged 413
		SP:Iteration 6Q (48853.900000 sec): 3 clusters
  Score: Raw -750122.937124 + Penalty 2958.250629 = -747164.686495
  nChanged 393
		SP:Iteration 7Q (48854.040000 sec): 3 clusters
  Score: Raw -750396.953181 + Penalty 2958.250629 = -747438.702552
  nChanged 368
		SP:Iteration 8Q (48854.270000 sec): 3 clusters
  Score: Raw -750610.569638 + Penalty 2958.250629 = -747652.319009
  nChanged 334
		SP:Iteration 9Q (48854.480000 sec): 3 clusters
  Score: Raw -750795.136334 + Penalty 2958.250629 = -747836.885705
  nChanged 272
		SP:Iteration 10Q (48854.700000 sec): 3 clusters
  Score: Raw -750938.336630 + Penalty 2958.250629 = -747980.086001
  nChanged 226
		SP:Iteration 11Q (48854.830000 sec): 3 clusters
  Score: Raw -751058.896427 + Penalty 2958.250629 = -748100.645798
  nChanged 219
		SP:Iteration 12Q (48855.000000 sec): 3 clusters
  Score: Raw -751179.490943 + Penalty 2958.250629 = -748221.240314
  nChanged 193
		SP:Iteration 13Q (48855.170000 sec): 3 clusters
  Score: Raw -751291.126493 + Penalty 2958.250629 = -748332.875864
  nChanged 196
		SP:Iteration 14Q (48855.340000 sec): 3 clusters
  Score: Raw -751408.537900 + Penalty 2958.250629 = -748450.287271
  nChanged 207
		SP:Iteration 15Q (48855.510000 sec): 3 clusters
  Score: Raw -751534.625822 + Penalty 2958.250629 = -748576.375193
  nChanged 188
		SP:Iteration 16Q (48855.730000 sec): 3 clusters
  Score: Raw -751665.347208 + Penalty 2958.250629 = -748707.096579
  nChanged 171
		SP:Iteration 17Q (48855.900000 sec): 3 clusters
  Score: Raw -751782.189407 + Penalty 2958.250629 = -748823.938778
  nChanged 161
		SP:Iteration 18Q (48856.070000 sec): 3 clusters
  Score: Raw -751908.361979 + Penalty 2958.250629 = -748950.111350
  nChanged 160
		SP:Iteration 19Q (48856.290000 sec): 3 clusters
  Score: Raw -752039.307097 + Penalty 2958.250629 = -749081.056468
  nChanged 160
		SP:Iteration 20F (48856.460000 sec): 3 clusters
  Score: Raw -752184.339607 + Penalty 2958.250629 = -749226.088978
  nChanged 137
		SP:Iteration 21Q (48856.670000 sec): 3 clusters
  Score: Raw -752302.135743 + Penalty 2958.250629 = -749343.885114
  nChanged 110
		SP:Iteration 22Q (48856.910000 sec): 3 clusters
  Score: Raw -752377.333635 + Penalty 2958.250629 = -749419.083006
  nChanged 91
		SP:Iteration 23Q (48857.060000 sec): 3 clusters
  Score: Raw -752431.009289 + Penalty 2958.250629 = -749472.758660
  nChanged 79
		SP:Iteration 24Q (48857.250000 sec): 3 clusters
  Score: Raw -752470.708630 + Penalty 2958.250629 = -749512.458001
  nChanged 50
		SP:Iteration 25Q (48857.430000 sec): 3 clusters
  Score: Raw -752492.743176 + Penalty 2958.250629 = -749534.492547
  nChanged 41
		SP:Iteration 26Q (48857.620000 sec): 3 clusters
  Score: Raw -752511.526685 + Penalty 2958.250629 = -749553.276056
  nChanged 41
		SP:Iteration 27Q (48857.810000 sec): 3 clusters
  Score: Raw -752527.211682 + Penalty 2958.250629 = -749568.961053
  nChanged 25
		SP:Iteration 28Q (48858.000000 sec): 3 clusters
  Score: Raw -752535.359375 + Penalty 2958.250629 = -749577.108746
  nChanged 17
		SP:Iteration 29Q (48858.180000 sec): 3 clusters
  Score: Raw -752541.131236 + Penalty 2958.250629 = -749582.880607
  nChanged 16
		SP:Iteration 30Q (48858.370000 sec): 3 clusters
  Score: Raw -752546.443576 + Penalty 2958.250629 = -749588.192947
  nChanged 16
		SP:Iteration 31Q (48858.550000 sec): 3 clusters
  Score: Raw -752550.777927 + Penalty 2958.250629 = -749592.527298
  nChanged 9
		SP:Iteration 32Q (48858.740000 sec): 3 clusters
  Score: Raw -752552.256205 + Penalty 2958.250629 = -749594.005576
  nChanged 7
		SP:Iteration 33Q (48858.930000 sec): 3 clusters
  Score: Raw -752554.102545 + Penalty 2958.250629 = -749595.851916
  nChanged 9
		SP:Iteration 34Q (48859.150000 sec): 3 clusters
  Score: Raw -752556.773897 + Penalty 2958.250629 = -749598.523268
  nChanged 6
		SP:Iteration 35Q (48859.330000 sec): 3 clusters
  Score: Raw -752558.083459 + Penalty 2958.250629 = -749599.832830
  nChanged 4
		SP:Iteration 36Q (48859.520000 sec): 3 clusters
  Score: Raw -752559.408888 + Penalty 2958.250629 = -749601.158259
  nChanged 3
		SP:Iteration 37Q (48859.710000 sec): 3 clusters
  Score: Raw -752560.012703 + Penalty 2958.250629 = -749601.762074
  nChanged 6
		SP:Iteration 38Q (48859.890000 sec): 3 clusters
  Score: Raw -752561.786248 + Penalty 2958.250629 = -749603.535619
  nChanged 6
		SP:Iteration 39Q (48860.080000 sec): 3 clusters
  Score: Raw -752563.265312 + Penalty 2958.250629 = -749605.014683
  nChanged 3
		SP:Iteration 40F (48860.290000 sec): 3 clusters
  Score: Raw -752563.940436 + Penalty 2958.250629 = -749605.689807
  nChanged 2
		SP:Iteration 41Q (48860.470000 sec): 3 clusters
  Score: Raw -752564.608144 + Penalty 2958.250629 = -749606.357515
  nChanged 2
		SP:Iteration 42Q (48860.640000 sec): 3 clusters
  Score: Raw -752564.882491 + Penalty 2958.250629 = -749606.631862
  nChanged 0
		SP:Iteration 43F (48860.810000 sec): 3 clusters
  Score: Raw -752564.882491 + Penalty 2958.250629 = -749606.631862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48860.870000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48861.030000 sec): 3 clusters
  Score: Raw -83128.969049 + Penalty 2253.045565 = -80875.923484
  nChanged 315
		SP:Iteration 1F (48861.190000 sec): 3 clusters
  Score: Raw -83451.141163 + Penalty 2253.045565 = -81198.095599
  nChanged 99
		SP:Iteration 2F (48861.350000 sec): 3 clusters
  Score: Raw -83563.417494 + Penalty 2253.045565 = -81310.371929
  nChanged 53
		SP:Iteration 3F (48861.510000 sec): 3 clusters
  Score: Raw -83641.985184 + Penalty 2253.045565 = -81388.939620
  nChanged 47
		SP:Iteration 4Q (48861.670000 sec): 3 clusters
  Score: Raw -83709.981059 + Penalty 2253.045565 = -81456.935494
  nChanged 48
		SP:Iteration 5Q (48861.830000 sec): 3 clusters
  Score: Raw -83798.126221 + Penalty 2253.045565 = -81545.080657
  nChanged 49
		SP:Iteration 6Q (48861.990000 sec): 3 clusters
  Score: Raw -83899.765359 + Penalty 2253.045565 = -81646.719795
  nChanged 35
		SP:Iteration 7Q (48862.150000 sec): 3 clusters
  Score: Raw -83963.053194 + Penalty 2253.045565 = -81710.007629
  nChanged 26
		SP:Iteration 8Q (48862.310000 sec): 3 clusters
  Score: Raw -84008.348045 + Penalty 2253.045565 = -81755.302481
  nChanged 24
		SP:Iteration 9Q (48862.470000 sec): 3 clusters
  Score: Raw -84042.641046 + Penalty 2253.045565 = -81789.595481
  nChanged 13
		SP:Iteration 10Q (48862.630000 sec): 3 clusters
  Score: Raw -84061.598966 + Penalty 2253.045565 = -81808.553402
  nChanged 8
		SP:Iteration 11Q (48862.790000 sec): 3 clusters
  Score: Raw -84071.372618 + Penalty 2253.045565 = -81818.327053
  nChanged 7
		SP:Iteration 12Q (48862.970000 sec): 3 clusters
  Score: Raw -84077.995446 + Penalty 2253.045565 = -81824.949881
  nChanged 5
		SP:Iteration 13Q (48863.150000 sec): 3 clusters
  Score: Raw -84083.397783 + Penalty 2253.045565 = -81830.352218
  nChanged 2
		SP:Iteration 14Q (48863.320000 sec): 3 clusters
  Score: Raw -84085.493043 + Penalty 2253.045565 = -81832.447478
  nChanged 1
		SP:Iteration 15Q (48863.500000 sec): 3 clusters
  Score: Raw -84086.262216 + Penalty 2253.045565 = -81833.216651
  nChanged 0
		SP:Iteration 16F (48863.670000 sec): 3 clusters
  Score: Raw -84086.262216 + Penalty 2253.045565 = -81833.216651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48863.760000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48863.940000 sec): 3 clusters
  Score: Raw -25807.512443 + Penalty 1879.743184 = -23927.769259
  nChanged 46
		SP:Iteration 1F (48864.110000 sec): 3 clusters
  Score: Raw -25904.499508 + Penalty 1879.743184 = -24024.756323
  nChanged 12
		SP:Iteration 2Q (48864.290000 sec): 3 clusters
  Score: Raw -25921.168042 + Penalty 1879.743184 = -24041.424858
  nChanged 4
		SP:Iteration 3Q (48864.470000 sec): 3 clusters
  Score: Raw -25929.199668 + Penalty 1879.743184 = -24049.456483
  nChanged 7
		SP:Iteration 4Q (48864.640000 sec): 3 clusters
  Score: Raw -25944.961928 + Penalty 1879.743184 = -24065.218744
  nChanged 2
		SP:Iteration 5Q (48864.820000 sec): 3 clusters
  Score: Raw -25946.476618 + Penalty 1879.743184 = -24066.733434
  nChanged 1
		SP:Iteration 6Q (48864.990000 sec): 3 clusters
  Score: Raw -25947.169199 + Penalty 1879.743184 = -24067.426015
  nChanged 2
		SP:Iteration 7Q (48865.130000 sec): 3 clusters
  Score: Raw -25950.337821 + Penalty 1879.743184 = -24070.594636
  nChanged 1
		SP:Iteration 8Q (48865.300000 sec): 3 clusters
  Score: Raw -25951.163216 + Penalty 1879.743184 = -24071.420031
  nChanged 1
		SP:Iteration 9Q (48865.480000 sec): 3 clusters
  Score: Raw -25951.794918 + Penalty 1879.743184 = -24072.051733
  nChanged 1
		SP:Iteration 10Q (48865.650000 sec): 3 clusters
  Score: Raw -25952.633714 + Penalty 1879.743184 = -24072.890529
  nChanged 0
		SP:Iteration 11F (48865.830000 sec): 3 clusters
  Score: Raw -25952.633714 + Penalty 1879.743184 = -24072.890529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48865.920000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48866.090000 sec): 3 clusters
  Score: Raw -33082.678304 + Penalty 1939.829957 = -31142.848347
  nChanged 82
		SP:Iteration 1F (48866.270000 sec): 3 clusters
  Score: Raw -33207.321003 + Penalty 1939.829957 = -31267.491046
  nChanged 14
		SP:Iteration 2Q (48866.450000 sec): 3 clusters
  Score: Raw -33230.382273 + Penalty 1939.829957 = -31290.552316
  nChanged 7
		SP:Iteration 3Q (48866.620000 sec): 3 clusters
  Score: Raw -33251.935411 + Penalty 1939.829957 = -31312.105454
  nChanged 4
		SP:Iteration 4Q (48866.800000 sec): 3 clusters
  Score: Raw -33258.573546 + Penalty 1939.829957 = -31318.743589
  nChanged 3
		SP:Iteration 5Q (48866.970000 sec): 3 clusters
  Score: Raw -33265.642541 + Penalty 1939.829957 = -31325.812584
  nChanged 4
		SP:Iteration 6Q (48867.150000 sec): 3 clusters
  Score: Raw -33274.598194 + Penalty 1939.829957 = -31334.768237
  nChanged 4
		SP:Iteration 7Q (48867.320000 sec): 3 clusters
  Score: Raw -33285.331283 + Penalty 1939.829957 = -31345.501326
  nChanged 4
		SP:Iteration 8Q (48867.500000 sec): 3 clusters
  Score: Raw -33293.022939 + Penalty 1939.829957 = -31353.192982
  nChanged 2
		SP:Iteration 9Q (48867.670000 sec): 3 clusters
  Score: Raw -33294.397136 + Penalty 1939.829957 = -31354.567179
  nChanged 0
		SP:Iteration 10F (48867.840000 sec): 3 clusters
  Score: Raw -33294.397136 + Penalty 1939.829957 = -31354.567179
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48867.920000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48868.090000 sec): 3 clusters
  Score: Raw -218035.193642 + Penalty 2563.220725 = -215471.972917
  nChanged 962
		SP:Iteration 1F (48868.270000 sec): 3 clusters
  Score: Raw -218628.502340 + Penalty 2563.220725 = -216065.281615
  nChanged 213
		SP:Iteration 2F (48868.440000 sec): 3 clusters
  Score: Raw -218785.917221 + Penalty 2563.220725 = -216222.696496
  nChanged 163
		SP:Iteration 3F (48868.610000 sec): 3 clusters
  Score: Raw -218908.063853 + Penalty 2563.220725 = -216344.843129
  nChanged 144
		SP:Iteration 4F (48868.790000 sec): 3 clusters
  Score: Raw -219014.754871 + Penalty 2563.220725 = -216451.534146
  nChanged 148
		SP:Iteration 5F (48868.960000 sec): 3 clusters
  Score: Raw -219134.142400 + Penalty 2563.220725 = -216570.921676
  nChanged 139
		SP:Iteration 6F (48869.130000 sec): 3 clusters
  Score: Raw -219235.693687 + Penalty 2563.220725 = -216672.472963
  nChanged 96
		SP:Iteration 7Q (48869.310000 sec): 3 clusters
  Score: Raw -219303.705147 + Penalty 2563.220725 = -216740.484422
  nChanged 71
		SP:Iteration 8Q (48869.370000 sec): 3 clusters
  Score: Raw -219350.422221 + Penalty 2563.220725 = -216787.201497
  nChanged 55
		SP:Iteration 9Q (48869.530000 sec): 3 clusters
  Score: Raw -219384.448834 + Penalty 2563.220725 = -216821.228109
  nChanged 37
		SP:Iteration 10Q (48869.710000 sec): 3 clusters
  Score: Raw -219407.191860 + Penalty 2563.220725 = -216843.971136
  nChanged 27
		SP:Iteration 11Q (48869.880000 sec): 3 clusters
  Score: Raw -219421.388049 + Penalty 2563.220725 = -216858.167324
  nChanged 13
		SP:Iteration 12Q (48870.050000 sec): 3 clusters
  Score: Raw -219426.485593 + Penalty 2563.220725 = -216863.264868
  nChanged 7
		SP:Iteration 13Q (48870.230000 sec): 3 clusters
  Score: Raw -219430.089746 + Penalty 2563.220725 = -216866.869021
  nChanged 9
		SP:Iteration 14Q (48870.410000 sec): 3 clusters
  Score: Raw -219433.730991 + Penalty 2563.220725 = -216870.510267
  nChanged 5
		SP:Iteration 15Q (48870.580000 sec): 3 clusters
  Score: Raw -219435.756276 + Penalty 2563.220725 = -216872.535551
  nChanged 1
		SP:Iteration 16Q (48870.760000 sec): 3 clusters
  Score: Raw -219435.981990 + Penalty 2563.220725 = -216872.761265
  nChanged 0
		SP:Iteration 17F (48870.930000 sec): 3 clusters
  Score: Raw -219435.981990 + Penalty 2563.220725 = -216872.761265
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48871.020000 sec): 2 clusters
  Score: Raw -64646.686695 + Penalty 1134.865869 = -63511.820826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48871.200000 sec): 3 clusters
  Score: Raw -64327.239012 + Penalty 2269.731739 = -62057.507273
  nChanged 340
		SP:Iteration 1F (48871.350000 sec): 3 clusters
  Score: Raw -64733.497498 + Penalty 2269.731739 = -62463.765759
  nChanged 101
		SP:Iteration 2F (48871.530000 sec): 3 clusters
  Score: Raw -64906.339831 + Penalty 2269.731739 = -62636.608092
  nChanged 70
		SP:Iteration 3F (48871.700000 sec): 3 clusters
  Score: Raw -65046.057637 + Penalty 2269.731739 = -62776.325898
  nChanged 59
		SP:Iteration 4F (48871.880000 sec): 3 clusters
  Score: Raw -65170.636074 + Penalty 2269.731739 = -62900.904335
  nChanged 38
		SP:Iteration 5Q (48872.050000 sec): 3 clusters
  Score: Raw -65229.358365 + Penalty 2269.731739 = -62959.626627
  nChanged 29
		SP:Iteration 6Q (48872.230000 sec): 3 clusters
  Score: Raw -65278.485891 + Penalty 2269.731739 = -63008.754152
  nChanged 32
		SP:Iteration 7Q (48872.410000 sec): 3 clusters
  Score: Raw -65337.468774 + Penalty 2269.731739 = -63067.737036
  nChanged 28
		SP:Iteration 8Q (48872.580000 sec): 3 clusters
  Score: Raw -65371.680521 + Penalty 2269.731739 = -63101.948782
  nChanged 17
		SP:Iteration 9Q (48872.760000 sec): 3 clusters
  Score: Raw -65394.668077 + Penalty 2269.731739 = -63124.936338
  nChanged 13
		SP:Iteration 10Q (48872.930000 sec): 3 clusters
  Score: Raw -65420.908452 + Penalty 2269.731739 = -63151.176713
  nChanged 17
		SP:Iteration 11Q (48873.110000 sec): 3 clusters
  Score: Raw -65443.982854 + Penalty 2269.731739 = -63174.251116
  nChanged 12
		SP:Iteration 12Q (48873.280000 sec): 3 clusters
  Score: Raw -65457.314221 + Penalty 2269.731739 = -63187.582482
  nChanged 9
		SP:Iteration 13Q (48873.460000 sec): 3 clusters
  Score: Raw -65465.924586 + Penalty 2269.731739 = -63196.192847
  nChanged 4
		SP:Iteration 14Q (48873.630000 sec): 3 clusters
  Score: Raw -65470.305012 + Penalty 2269.731739 = -63200.573273
  nChanged 0
		SP:Iteration 15F (48873.810000 sec): 3 clusters
  Score: Raw -65470.305012 + Penalty 2269.731739 = -63200.573273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48873.900000 sec): 2 clusters
  Score: Raw -63282.225842 + Penalty 1082.343462 = -62199.882380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48874.070000 sec): 3 clusters
  Score: Raw -63091.054372 + Penalty 2164.686924 = -60926.367448
  nChanged 207
		SP:Iteration 1F (48874.250000 sec): 3 clusters
  Score: Raw -63280.606066 + Penalty 2164.686924 = -61115.919142
  nChanged 43
		SP:Iteration 2F (48874.310000 sec): 3 clusters
  Score: Raw -63339.294250 + Penalty 2164.686924 = -61174.607326
  nChanged 26
		SP:Iteration 3Q (48874.320000 sec): 3 clusters
  Score: Raw -63370.263266 + Penalty 2164.686924 = -61205.576343
  nChanged 17
		SP:Iteration 4Q (48874.340000 sec): 3 clusters
  Score: Raw -63385.860321 + Penalty 2164.686924 = -61221.173398
  nChanged 9
		SP:Iteration 5Q (48874.490000 sec): 3 clusters
  Score: Raw -63394.812807 + Penalty 2164.686924 = -61230.125884
  nChanged 11
		SP:Iteration 6Q (48874.650000 sec): 3 clusters
  Score: Raw -63409.758351 + Penalty 2164.686924 = -61245.071427
  nChanged 10
		SP:Iteration 7Q (48874.820000 sec): 3 clusters
  Score: Raw -63423.514426 + Penalty 2164.686924 = -61258.827502
  nChanged 10
		SP:Iteration 8Q (48874.980000 sec): 3 clusters
  Score: Raw -63433.427419 + Penalty 2164.686924 = -61268.740496
  nChanged 5
		SP:Iteration 9Q (48875.140000 sec): 3 clusters
  Score: Raw -63438.254582 + Penalty 2164.686924 = -61273.567659
  nChanged 0
		SP:Iteration 10F (48875.300000 sec): 3 clusters
  Score: Raw -63438.254582 + Penalty 2164.686924 = -61273.567659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48875.370000 sec): 2 clusters
  Score: Raw -212992.005597 + Penalty 1296.642570 = -211695.363027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48875.530000 sec): 3 clusters
  Score: Raw -211631.800173 + Penalty 2593.285141 = -209038.515032
  nChanged 1134
		SP:Iteration 1F (48875.690000 sec): 3 clusters
  Score: Raw -212541.208270 + Penalty 2593.285141 = -209947.923129
  nChanged 330
		SP:Iteration 2F (48875.850000 sec): 3 clusters
  Score: Raw -212972.618973 + Penalty 2593.285141 = -210379.333832
  nChanged 241
		SP:Iteration 3F (48876.030000 sec): 3 clusters
  Score: Raw -213236.430746 + Penalty 2593.285141 = -210643.145605
  nChanged 175
		SP:Iteration 4F (48876.200000 sec): 3 clusters
  Score: Raw -213411.662084 + Penalty 2593.285141 = -210818.376943
  nChanged 126
		SP:Iteration 5Q (48876.380000 sec): 3 clusters
  Score: Raw -213528.962104 + Penalty 2593.285141 = -210935.676963
  nChanged 83
		SP:Iteration 6Q (48876.550000 sec): 3 clusters
  Score: Raw -213591.991708 + Penalty 2593.285141 = -210998.706567
  nChanged 54
		SP:Iteration 7Q (48876.720000 sec): 3 clusters
  Score: Raw -213634.464514 + Penalty 2593.285141 = -211041.179373
  nChanged 44
		SP:Iteration 8Q (48876.900000 sec): 3 clusters
  Score: Raw -213660.353157 + Penalty 2593.285141 = -211067.068016
  nChanged 33
		SP:Iteration 9Q (48877.070000 sec): 3 clusters
  Score: Raw -213676.433921 + Penalty 2593.285141 = -211083.148780
  nChanged 26
		SP:Iteration 10Q (48877.250000 sec): 3 clusters
  Score: Raw -213690.208279 + Penalty 2593.285141 = -211096.923138
  nChanged 18
		SP:Iteration 11Q (48877.420000 sec): 3 clusters
  Score: Raw -213699.315200 + Penalty 2593.285141 = -211106.030059
  nChanged 14
		SP:Iteration 12Q (48877.590000 sec): 3 clusters
  Score: Raw -213705.689967 + Penalty 2593.285141 = -211112.404826
  nChanged 13
		SP:Iteration 13Q (48877.770000 sec): 3 clusters
  Score: Raw -213712.571447 + Penalty 2593.285141 = -211119.286306
  nChanged 8
		SP:Iteration 14Q (48877.940000 sec): 3 clusters
  Score: Raw -213715.371810 + Penalty 2593.285141 = -211122.086669
  nChanged 3
		SP:Iteration 15Q (48878.110000 sec): 3 clusters
  Score: Raw -213715.899691 + Penalty 2593.285141 = -211122.614550
  nChanged 2
		SP:Iteration 16Q (48878.290000 sec): 3 clusters
  Score: Raw -213716.274436 + Penalty 2593.285141 = -211122.989295
  nChanged 0
		SP:Iteration 17F (48878.460000 sec): 3 clusters
  Score: Raw -213716.274436 + Penalty 2593.285141 = -211122.989295
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48878.780000 sec): 2 clusters
  Score: Raw -3011872.021422 + Penalty 1700.374962 = -3010171.646459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48879.230000 sec): 3 clusters
  Score: Raw -2989991.879905 + Penalty 3400.749925 = -2986591.129980
  nChanged 16352
		SP:Iteration 1F (48879.720000 sec): 3 clusters
  Score: Raw -2999081.706723 + Penalty 3400.749925 = -2995680.956799
  nChanged 1691
		SP:Iteration 2Q (48880.190000 sec): 3 clusters
  Score: Raw -2999671.515624 + Penalty 3400.749925 = -2996270.765699
  nChanged 1797
		SP:Iteration 3F (48880.630000 sec): 3 clusters
  Score: Raw -3000419.521760 + Penalty 3400.749925 = -2997018.771836
  nChanged 1995
		SP:Iteration 4F (48881.090000 sec): 3 clusters
  Score: Raw -3001400.200412 + Penalty 3400.749925 = -2997999.450488
  nChanged 2176
		SP:Iteration 5F (48881.550000 sec): 3 clusters
  Score: Raw -3002686.727579 + Penalty 3400.749925 = -2999285.977654
  nChanged 2434
		SP:Iteration 6F (48882.010000 sec): 3 clusters
  Score: Raw -3004389.816580 + Penalty 3400.749925 = -3000989.066655
  nChanged 2529
		SP:Iteration 7F (48882.480000 sec): 3 clusters
  Score: Raw -3006404.524041 + Penalty 3400.749925 = -3003003.774116
  nChanged 2261
		SP:Iteration 8F (48882.930000 sec): 3 clusters
  Score: Raw -3008353.729385 + Penalty 3400.749925 = -3004952.979460
  nChanged 1745
		SP:Iteration 9Q (48883.360000 sec): 3 clusters
  Score: Raw -3009913.353884 + Penalty 3400.749925 = -3006512.603959
  nChanged 1166
		SP:Iteration 10Q (48883.880000 sec): 3 clusters
  Score: Raw -3010969.847015 + Penalty 3400.749925 = -3007569.097090
  nChanged 606
		SP:Iteration 11Q (48884.290000 sec): 3 clusters
  Score: Raw -3011519.370259 + Penalty 3400.749925 = -3008118.620334
  nChanged 308
		SP:Iteration 12Q (48884.720000 sec): 3 clusters
  Score: Raw -3011804.364206 + Penalty 3400.749925 = -3008403.614282
  nChanged 153
		SP:Iteration 13Q (48885.060000 sec): 3 clusters
  Score: Raw -3011961.405380 + Penalty 3400.749925 = -3008560.655455
  nChanged 65
		SP:Iteration 14Q (48885.460000 sec): 3 clusters
  Score: Raw -3012017.332107 + Penalty 3400.749925 = -3008616.582183
  nChanged 46
		SP:Iteration 15Q (48885.840000 sec): 3 clusters
  Score: Raw -3012064.964406 + Penalty 3400.749925 = -3008664.214481
  nChanged 33
		SP:Iteration 16Q (48886.210000 sec): 3 clusters
  Score: Raw -3012099.621618 + Penalty 3400.749925 = -3008698.871693
  nChanged 18
		SP:Iteration 17Q (48886.610000 sec): 3 clusters
  Score: Raw -3012119.510659 + Penalty 3400.749925 = -3008718.760734
  nChanged 13
		SP:Iteration 18Q (48887.080000 sec): 3 clusters
  Score: Raw -3012132.193188 + Penalty 3400.749925 = -3008731.443263
  nChanged 8
		SP:Iteration 19Q (48887.550000 sec): 3 clusters
  Score: Raw -3012140.246657 + Penalty 3400.749925 = -3008739.496732
  nChanged 4
		SP:Iteration 20F (48887.960000 sec): 3 clusters
  Score: Raw -3012144.734007 + Penalty 3400.749925 = -3008743.984082
  nChanged 3
		SP:Iteration 21Q (48888.330000 sec): 3 clusters
  Score: Raw -3012146.731668 + Penalty 3400.749925 = -3008745.981743
  nChanged 0
		SP:Iteration 22F (48888.800000 sec): 3 clusters
  Score: Raw -3012146.731668 + Penalty 3400.749925 = -3008745.981743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48888.900000 sec): 2 clusters
  Score: Raw -208727.377518 + Penalty 1307.095295 = -207420.282223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48889.050000 sec): 3 clusters
  Score: Raw -207279.935253 + Penalty 2614.190590 = -204665.744663
  nChanged 1202
		SP:Iteration 1F (48889.130000 sec): 3 clusters
  Score: Raw -208047.618797 + Penalty 2614.190590 = -205433.428208
  nChanged 267
		SP:Iteration 2F (48889.230000 sec): 3 clusters
  Score: Raw -208260.011244 + Penalty 2614.190590 = -205645.820654
  nChanged 185
		SP:Iteration 3F (48889.330000 sec): 3 clusters
  Score: Raw -208422.488546 + Penalty 2614.190590 = -205808.297957
  nChanged 185
		SP:Iteration 4F (48889.430000 sec): 3 clusters
  Score: Raw -208592.840609 + Penalty 2614.190590 = -205978.650019
  nChanged 148
		SP:Iteration 5Q (48889.540000 sec): 3 clusters
  Score: Raw -208701.480352 + Penalty 2614.190590 = -206087.289763
  nChanged 114
		SP:Iteration 6Q (48889.630000 sec): 3 clusters
  Score: Raw -208801.753139 + Penalty 2614.190590 = -206187.562549
  nChanged 108
		SP:Iteration 7Q (48889.740000 sec): 3 clusters
  Score: Raw -208894.900605 + Penalty 2614.190590 = -206280.710015
  nChanged 75
		SP:Iteration 8Q (48889.870000 sec): 3 clusters
  Score: Raw -208946.895507 + Penalty 2614.190590 = -206332.704918
  nChanged 71
		SP:Iteration 9Q (48889.970000 sec): 3 clusters
  Score: Raw -209018.348942 + Penalty 2614.190590 = -206404.158352
  nChanged 86
		SP:Iteration 10Q (48890.070000 sec): 3 clusters
  Score: Raw -209092.266204 + Penalty 2614.190590 = -206478.075615
  nChanged 76
		SP:Iteration 11Q (48890.170000 sec): 3 clusters
  Score: Raw -209159.353733 + Penalty 2614.190590 = -206545.163143
  nChanged 74
		SP:Iteration 12Q (48890.270000 sec): 3 clusters
  Score: Raw -209221.451058 + Penalty 2614.190590 = -206607.260468
  nChanged 59
		SP:Iteration 13Q (48890.410000 sec): 3 clusters
  Score: Raw -209278.342831 + Penalty 2614.190590 = -206664.152241
  nChanged 59
		SP:Iteration 14Q (48890.550000 sec): 3 clusters
  Score: Raw -209340.181647 + Penalty 2614.190590 = -206725.991058
  nChanged 68
		SP:Iteration 15Q (48890.720000 sec): 3 clusters
  Score: Raw -209405.800544 + Penalty 2614.190590 = -206791.609954
  nChanged 58
		SP:Iteration 16Q (48890.890000 sec): 3 clusters
  Score: Raw -209457.694075 + Penalty 2614.190590 = -206843.503485
  nChanged 50
		SP:Iteration 17Q (48891.070000 sec): 3 clusters
  Score: Raw -209506.988674 + Penalty 2614.190590 = -206892.798084
  nChanged 44
		SP:Iteration 18Q (48891.240000 sec): 3 clusters
  Score: Raw -209545.762366 + Penalty 2614.190590 = -206931.571776
  nChanged 35
		SP:Iteration 19Q (48891.410000 sec): 3 clusters
  Score: Raw -209563.044843 + Penalty 2614.190590 = -206948.854254
  nChanged 25
		SP:Iteration 20F (48891.590000 sec): 3 clusters
  Score: Raw -209586.031429 + Penalty 2614.190590 = -206971.840840
  nChanged 37
		SP:Iteration 21Q (48891.760000 sec): 3 clusters
  Score: Raw -209619.973219 + Penalty 2614.190590 = -207005.782629
  nChanged 24
		SP:Iteration 22Q (48891.930000 sec): 3 clusters
  Score: Raw -209636.418763 + Penalty 2614.190590 = -207022.228174
  nChanged 18
		SP:Iteration 23Q (48892.110000 sec): 3 clusters
  Score: Raw -209647.142287 + Penalty 2614.190590 = -207032.951697
  nChanged 14
		SP:Iteration 24Q (48892.280000 sec): 3 clusters
  Score: Raw -209652.792244 + Penalty 2614.190590 = -207038.601655
  nChanged 10
		SP:Iteration 25Q (48892.450000 sec): 3 clusters
  Score: Raw -209657.145265 + Penalty 2614.190590 = -207042.954675
  nChanged 2
		SP:Iteration 26Q (48892.630000 sec): 3 clusters
  Score: Raw -209658.477503 + Penalty 2614.190590 = -207044.286913
  nChanged 3
		SP:Iteration 27Q (48892.800000 sec): 3 clusters
  Score: Raw -209659.881514 + Penalty 2614.190590 = -207045.690925
  nChanged 1
		SP:Iteration 28Q (48892.970000 sec): 3 clusters
  Score: Raw -209660.321108 + Penalty 2614.190590 = -207046.130518
  nChanged 1
		SP:Iteration 29Q (48893.150000 sec): 3 clusters
  Score: Raw -209660.852535 + Penalty 2614.190590 = -207046.661946
  nChanged 0
		SP:Iteration 30F (48893.320000 sec): 3 clusters
  Score: Raw -209660.852535 + Penalty 2614.190590 = -207046.661946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48893.430000 sec): 2 clusters
  Score: Raw -421807.956011 + Penalty 1397.570003 = -420410.386008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48893.610000 sec): 3 clusters
  Score: Raw -418950.428812 + Penalty 2795.140007 = -416155.288805
  nChanged 2240
		SP:Iteration 1F (48893.770000 sec): 3 clusters
  Score: Raw -420159.021612 + Penalty 2795.140007 = -417363.881605
  nChanged 426
		SP:Iteration 2F (48893.940000 sec): 3 clusters
  Score: Raw -420383.884926 + Penalty 2795.140007 = -417588.744919
  nChanged 309
		SP:Iteration 3F (48894.110000 sec): 3 clusters
  Score: Raw -420532.585020 + Penalty 2795.140007 = -417737.445013
  nChanged 243
		SP:Iteration 4Q (48894.280000 sec): 3 clusters
  Score: Raw -420671.288316 + Penalty 2795.140007 = -417876.148309
  nChanged 218
		SP:Iteration 5Q (48894.450000 sec): 3 clusters
  Score: Raw -420804.045523 + Penalty 2795.140007 = -418008.905517
  nChanged 240
		SP:Iteration 6Q (48894.660000 sec): 3 clusters
  Score: Raw -420954.791489 + Penalty 2795.140007 = -418159.651482
  nChanged 235
		SP:Iteration 7Q (48894.840000 sec): 3 clusters
  Score: Raw -421090.893282 + Penalty 2795.140007 = -418295.753276
  nChanged 196
		SP:Iteration 8Q (48895.040000 sec): 3 clusters
  Score: Raw -421207.465168 + Penalty 2795.140007 = -418412.325161
  nChanged 199
		SP:Iteration 9Q (48895.210000 sec): 3 clusters
  Score: Raw -421334.332176 + Penalty 2795.140007 = -418539.192170
  nChanged 185
		SP:Iteration 10Q (48895.380000 sec): 3 clusters
  Score: Raw -421454.820688 + Penalty 2795.140007 = -418659.680681
  nChanged 180
		SP:Iteration 11Q (48895.530000 sec): 3 clusters
  Score: Raw -421575.979809 + Penalty 2795.140007 = -418780.839802
  nChanged 159
		SP:Iteration 12Q (48895.700000 sec): 3 clusters
  Score: Raw -421678.285551 + Penalty 2795.140007 = -418883.145544
  nChanged 163
		SP:Iteration 13Q (48895.910000 sec): 3 clusters
  Score: Raw -421791.307667 + Penalty 2795.140007 = -418996.167660
  nChanged 142
		SP:Iteration 14Q (48896.100000 sec): 3 clusters
  Score: Raw -421891.382382 + Penalty 2795.140007 = -419096.242375
  nChanged 85
		SP:Iteration 15Q (48896.280000 sec): 3 clusters
  Score: Raw -421943.374590 + Penalty 2795.140007 = -419148.234583
  nChanged 77
		SP:Iteration 16Q (48896.410000 sec): 3 clusters
  Score: Raw -421988.669610 + Penalty 2795.140007 = -419193.529603
  nChanged 48
		SP:Iteration 17Q (48896.590000 sec): 3 clusters
  Score: Raw -422016.766370 + Penalty 2795.140007 = -419221.626363
  nChanged 44
		SP:Iteration 18Q (48896.790000 sec): 3 clusters
  Score: Raw -422039.546326 + Penalty 2795.140007 = -419244.406319
  nChanged 28
		SP:Iteration 19Q (48896.990000 sec): 3 clusters
  Score: Raw -422054.207601 + Penalty 2795.140007 = -419259.067594
  nChanged 20
		SP:Iteration 20F (48897.150000 sec): 3 clusters
  Score: Raw -422065.543153 + Penalty 2795.140007 = -419270.403147
  nChanged 20
		SP:Iteration 21Q (48897.340000 sec): 3 clusters
  Score: Raw -422079.872321 + Penalty 2795.140007 = -419284.732314
  nChanged 17
		SP:Iteration 22Q (48897.500000 sec): 3 clusters
  Score: Raw -422092.027366 + Penalty 2795.140007 = -419296.887359
  nChanged 16
		SP:Iteration 23Q (48897.670000 sec): 3 clusters
  Score: Raw -422103.169222 + Penalty 2795.140007 = -419308.029216
  nChanged 13
		SP:Iteration 24Q (48897.870000 sec): 3 clusters
  Score: Raw -422111.063214 + Penalty 2795.140007 = -419315.923207
  nChanged 10
		SP:Iteration 25Q (48898.030000 sec): 3 clusters
  Score: Raw -422116.507821 + Penalty 2795.140007 = -419321.367814
  nChanged 3
		SP:Iteration 26Q (48898.190000 sec): 3 clusters
  Score: Raw -422118.563883 + Penalty 2795.140007 = -419323.423876
  nChanged 3
		SP:Iteration 27Q (48898.410000 sec): 3 clusters
  Score: Raw -422120.279248 + Penalty 2795.140007 = -419325.139241
  nChanged 2
		SP:Iteration 28Q (48898.600000 sec): 3 clusters
  Score: Raw -422120.771348 + Penalty 2795.140007 = -419325.631341
  nChanged 0
		SP:Iteration 29F (48898.780000 sec): 3 clusters
  Score: Raw -422120.771348 + Penalty 2795.140007 = -419325.631341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48898.920000 sec): 2 clusters
  Score: Raw -260239.240851 + Penalty 1314.640565 = -258924.600286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48899.050000 sec): 3 clusters
  Score: Raw -258709.488977 + Penalty 2629.281130 = -256080.207848
  nChanged 1255
		SP:Iteration 1F (48899.210000 sec): 3 clusters
  Score: Raw -259513.433919 + Penalty 2629.281130 = -256884.152790
  nChanged 312
		SP:Iteration 2F (48899.370000 sec): 3 clusters
  Score: Raw -259784.961822 + Penalty 2629.281130 = -257155.680693
  nChanged 243
		SP:Iteration 3F (48899.530000 sec): 3 clusters
  Score: Raw -259972.773498 + Penalty 2629.281130 = -257343.492369
  nChanged 178
		SP:Iteration 4F (48899.690000 sec): 3 clusters
  Score: Raw -260096.140248 + Penalty 2629.281130 = -257466.859119
  nChanged 106
		SP:Iteration 5Q (48899.850000 sec): 3 clusters
  Score: Raw -260158.947431 + Penalty 2629.281130 = -257529.666301
  nChanged 82
		SP:Iteration 6Q (48900.010000 sec): 3 clusters
  Score: Raw -260204.768467 + Penalty 2629.281130 = -257575.487338
  nChanged 67
		SP:Iteration 7Q (48900.170000 sec): 3 clusters
  Score: Raw -260238.652007 + Penalty 2629.281130 = -257609.370877
  nChanged 56
		SP:Iteration 8Q (48900.330000 sec): 3 clusters
  Score: Raw -260263.408266 + Penalty 2629.281130 = -257634.127137
  nChanged 48
		SP:Iteration 9Q (48900.490000 sec): 3 clusters
  Score: Raw -260285.282620 + Penalty 2629.281130 = -257656.001490
  nChanged 35
		SP:Iteration 10Q (48900.650000 sec): 3 clusters
  Score: Raw -260302.574585 + Penalty 2629.281130 = -257673.293455
  nChanged 36
		SP:Iteration 11Q (48900.810000 sec): 3 clusters
  Score: Raw -260319.671368 + Penalty 2629.281130 = -257690.390239
  nChanged 29
		SP:Iteration 12Q (48900.970000 sec): 3 clusters
  Score: Raw -260331.972780 + Penalty 2629.281130 = -257702.691650
  nChanged 30
		SP:Iteration 13Q (48901.130000 sec): 3 clusters
  Score: Raw -260343.577676 + Penalty 2629.281130 = -257714.296547
  nChanged 20
		SP:Iteration 14Q (48901.290000 sec): 3 clusters
  Score: Raw -260350.885056 + Penalty 2629.281130 = -257721.603927
  nChanged 14
		SP:Iteration 15Q (48901.450000 sec): 3 clusters
  Score: Raw -260356.802964 + Penalty 2629.281130 = -257727.521834
  nChanged 12
		SP:Iteration 16Q (48901.610000 sec): 3 clusters
  Score: Raw -260360.534308 + Penalty 2629.281130 = -257731.253179
  nChanged 6
		SP:Iteration 17Q (48901.770000 sec): 3 clusters
  Score: Raw -260362.113949 + Penalty 2629.281130 = -257732.832820
  nChanged 2
		SP:Iteration 18Q (48901.930000 sec): 3 clusters
  Score: Raw -260362.694865 + Penalty 2629.281130 = -257733.413735
  nChanged 5
		SP:Iteration 19Q (48902.090000 sec): 3 clusters
  Score: Raw -260364.145275 + Penalty 2629.281130 = -257734.864145
  nChanged 2
		SP:Iteration 20F (48902.250000 sec): 3 clusters
  Score: Raw -260365.308115 + Penalty 2629.281130 = -257736.026986
  nChanged 3
		SP:Iteration 21Q (48902.410000 sec): 3 clusters
  Score: Raw -260366.125321 + Penalty 2629.281130 = -257736.844192
  nChanged 3
		SP:Iteration 22Q (48902.570000 sec): 3 clusters
  Score: Raw -260367.074239 + Penalty 2629.281130 = -257737.793110
  nChanged 4
		SP:Iteration 23Q (48902.730000 sec): 3 clusters
  Score: Raw -260368.197992 + Penalty 2629.281130 = -257738.916862
  nChanged 4
		SP:Iteration 24Q (48902.890000 sec): 3 clusters
  Score: Raw -260369.463600 + Penalty 2629.281130 = -257740.182471
  nChanged 3
		SP:Iteration 25Q (48903.050000 sec): 3 clusters
  Score: Raw -260371.022303 + Penalty 2629.281130 = -257741.741173
  nChanged 2
		SP:Iteration 26Q (48903.210000 sec): 3 clusters
  Score: Raw -260371.863791 + Penalty 2629.281130 = -257742.582661
  nChanged 5
		SP:Iteration 27Q (48903.370000 sec): 3 clusters
  Score: Raw -260373.599059 + Penalty 2629.281130 = -257744.317930
  nChanged 4
		SP:Iteration 28Q (48903.530000 sec): 3 clusters
  Score: Raw -260374.557511 + Penalty 2629.281130 = -257745.276382
  nChanged 4
		SP:Iteration 29Q (48903.690000 sec): 3 clusters
  Score: Raw -260376.413171 + Penalty 2629.281130 = -257747.132041
  nChanged 5
		SP:Iteration 30Q (48903.850000 sec): 3 clusters
  Score: Raw -260378.511009 + Penalty 2629.281130 = -257749.229879
  nChanged 4
		SP:Iteration 31Q (48904.010000 sec): 3 clusters
  Score: Raw -260379.689652 + Penalty 2629.281130 = -257750.408523
  nChanged 7
		SP:Iteration 32Q (48904.170000 sec): 3 clusters
  Score: Raw -260381.765202 + Penalty 2629.281130 = -257752.484073
  nChanged 5
		SP:Iteration 33Q (48904.330000 sec): 3 clusters
  Score: Raw -260384.237069 + Penalty 2629.281130 = -257754.955940
  nChanged 10
		SP:Iteration 34Q (48904.490000 sec): 3 clusters
  Score: Raw -260387.794158 + Penalty 2629.281130 = -257758.513028
  nChanged 6
		SP:Iteration 35Q (48904.650000 sec): 3 clusters
  Score: Raw -260390.197383 + Penalty 2629.281130 = -257760.916254
  nChanged 6
		SP:Iteration 36Q (48904.810000 sec): 3 clusters
  Score: Raw -260392.346511 + Penalty 2629.281130 = -257763.065381
  nChanged 6
		SP:Iteration 37Q (48904.970000 sec): 3 clusters
  Score: Raw -260394.313228 + Penalty 2629.281130 = -257765.032098
  nChanged 4
		SP:Iteration 38Q (48905.130000 sec): 3 clusters
  Score: Raw -260395.421632 + Penalty 2629.281130 = -257766.140502
  nChanged 3
		SP:Iteration 39Q (48905.290000 sec): 3 clusters
  Score: Raw -260396.418464 + Penalty 2629.281130 = -257767.137335
  nChanged 1
		SP:Iteration 40F (48905.450000 sec): 3 clusters
  Score: Raw -260396.778221 + Penalty 2629.281130 = -257767.497092
  nChanged 1
		SP:Iteration 41Q (48905.610000 sec): 3 clusters
  Score: Raw -260397.047600 + Penalty 2629.281130 = -257767.766471
  nChanged 1
		SP:Iteration 42Q (48905.770000 sec): 3 clusters
  Score: Raw -260397.196692 + Penalty 2629.281130 = -257767.915562
  nChanged 0
		SP:Iteration 43F (48905.930000 sec): 3 clusters
  Score: Raw -260397.196692 + Penalty 2629.281130 = -257767.915562
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48906.040000 sec): 2 clusters
  Score: Raw -232968.456723 + Penalty 1290.864688 = -231677.592035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48906.200000 sec): 3 clusters
  Score: Raw -231680.815431 + Penalty 2581.729375 = -229099.086056
  nChanged 1074
		SP:Iteration 1F (48906.380000 sec): 3 clusters
  Score: Raw -232312.816994 + Penalty 2581.729375 = -229731.087619
  nChanged 229
		SP:Iteration 2F (48906.550000 sec): 3 clusters
  Score: Raw -232473.647569 + Penalty 2581.729375 = -229891.918194
  nChanged 154
		SP:Iteration 3F (48906.730000 sec): 3 clusters
  Score: Raw -232571.039461 + Penalty 2581.729375 = -229989.310086
  nChanged 109
		SP:Iteration 4Q (48906.910000 sec): 3 clusters
  Score: Raw -232644.309026 + Penalty 2581.729375 = -230062.579651
  nChanged 116
		SP:Iteration 5Q (48907.080000 sec): 3 clusters
  Score: Raw -232733.134262 + Penalty 2581.729375 = -230151.404886
  nChanged 130
		SP:Iteration 6Q (48907.260000 sec): 3 clusters
  Score: Raw -232852.655489 + Penalty 2581.729375 = -230270.926114
  nChanged 122
		SP:Iteration 7Q (48907.480000 sec): 3 clusters
  Score: Raw -232951.129338 + Penalty 2581.729375 = -230369.399963
  nChanged 120
		SP:Iteration 8Q (48907.620000 sec): 3 clusters
  Score: Raw -233033.313331 + Penalty 2581.729375 = -230451.583956
  nChanged 101
		SP:Iteration 9Q (48907.780000 sec): 3 clusters
  Score: Raw -233095.535251 + Penalty 2581.729375 = -230513.805876
  nChanged 62
		SP:Iteration 10Q (48907.940000 sec): 3 clusters
  Score: Raw -233129.861559 + Penalty 2581.729375 = -230548.132184
  nChanged 47
		SP:Iteration 11Q (48908.100000 sec): 3 clusters
  Score: Raw -233159.642724 + Penalty 2581.729375 = -230577.913349
  nChanged 52
		SP:Iteration 12Q (48908.260000 sec): 3 clusters
  Score: Raw -233192.479171 + Penalty 2581.729375 = -230610.749796
  nChanged 44
		SP:Iteration 13Q (48908.420000 sec): 3 clusters
  Score: Raw -233216.994343 + Penalty 2581.729375 = -230635.264968
  nChanged 36
		SP:Iteration 14Q (48908.580000 sec): 3 clusters
  Score: Raw -233238.712737 + Penalty 2581.729375 = -230656.983362
  nChanged 40
		SP:Iteration 15Q (48908.740000 sec): 3 clusters
  Score: Raw -233263.716173 + Penalty 2581.729375 = -230681.986798
  nChanged 37
		SP:Iteration 16Q (48908.900000 sec): 3 clusters
  Score: Raw -233280.250173 + Penalty 2581.729375 = -230698.520798
  nChanged 24
		SP:Iteration 17Q (48909.060000 sec): 3 clusters
  Score: Raw -233292.148460 + Penalty 2581.729375 = -230710.419085
  nChanged 16
		SP:Iteration 18Q (48909.220000 sec): 3 clusters
  Score: Raw -233298.060323 + Penalty 2581.729375 = -230716.330948
  nChanged 10
		SP:Iteration 19Q (48909.380000 sec): 3 clusters
  Score: Raw -233302.057657 + Penalty 2581.729375 = -230720.328282
  nChanged 4
		SP:Iteration 20F (48909.580000 sec): 3 clusters
  Score: Raw -233304.543690 + Penalty 2581.729375 = -230722.814315
  nChanged 2
		SP:Iteration 21Q (48909.700000 sec): 3 clusters
  Score: Raw -233305.175535 + Penalty 2581.729375 = -230723.446160
  nChanged 2
		SP:Iteration 22Q (48909.860000 sec): 3 clusters
  Score: Raw -233305.566961 + Penalty 2581.729375 = -230723.837585
  nChanged 1
		SP:Iteration 23Q (48910.020000 sec): 3 clusters
  Score: Raw -233305.750591 + Penalty 2581.729375 = -230724.021216
  nChanged 0
		SP:Iteration 24F (48910.180000 sec): 3 clusters
  Score: Raw -233305.750591 + Penalty 2581.729375 = -230724.021216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48910.260000 sec): 2 clusters
  Score: Raw -43801.743274 + Penalty 1029.734181 = -42772.009093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48910.420000 sec): 3 clusters
  Score: Raw -43712.809214 + Penalty 2059.468363 = -41653.340851
  nChanged 132
		SP:Iteration 1F (48910.580000 sec): 3 clusters
  Score: Raw -43911.866868 + Penalty 2059.468363 = -41852.398505
  nChanged 45
		SP:Iteration 2F (48910.740000 sec): 3 clusters
  Score: Raw -44005.021722 + Penalty 2059.468363 = -41945.553359
  nChanged 14
		SP:Iteration 3Q (48910.900000 sec): 3 clusters
  Score: Raw -44030.236529 + Penalty 2059.468363 = -41970.768166
  nChanged 12
		SP:Iteration 4Q (48911.060000 sec): 3 clusters
  Score: Raw -44054.864030 + Penalty 2059.468363 = -41995.395667
  nChanged 16
		SP:Iteration 5Q (48911.220000 sec): 3 clusters
  Score: Raw -44096.852021 + Penalty 2059.468363 = -42037.383659
  nChanged 18
		SP:Iteration 6Q (48911.380000 sec): 3 clusters
  Score: Raw -44128.399471 + Penalty 2059.468363 = -42068.931109
  nChanged 16
		SP:Iteration 7Q (48911.540000 sec): 3 clusters
  Score: Raw -44162.517653 + Penalty 2059.468363 = -42103.049290
  nChanged 20
		SP:Iteration 8Q (48911.700000 sec): 3 clusters
  Score: Raw -44295.059188 + Penalty 2059.468363 = -42235.590826
  nChanged 27
		SP:Iteration 9Q (48911.860000 sec): 3 clusters
  Score: Raw -44475.450554 + Penalty 2059.468363 = -42415.982191
  nChanged 22
		SP:Iteration 10Q (48912.020000 sec): 3 clusters
  Score: Raw -44558.637953 + Penalty 2059.468363 = -42499.169591
  nChanged 24
		SP:Iteration 11Q (48912.190000 sec): 3 clusters
  Score: Raw -44601.724847 + Penalty 2059.468363 = -42542.256484
  nChanged 22
		SP:Iteration 12Q (48912.360000 sec): 3 clusters
  Score: Raw -44647.456749 + Penalty 2059.468363 = -42587.988386
  nChanged 20
		SP:Iteration 13Q (48912.540000 sec): 3 clusters
  Score: Raw -44690.034649 + Penalty 2059.468363 = -42630.566286
  nChanged 13
		SP:Iteration 14Q (48912.710000 sec): 3 clusters
  Score: Raw -44719.820274 + Penalty 2059.468363 = -42660.351912
  nChanged 9
		SP:Iteration 15Q (48912.880000 sec): 3 clusters
  Score: Raw -44736.433303 + Penalty 2059.468363 = -42676.964940
  nChanged 2
		SP:Iteration 16Q (48913.060000 sec): 3 clusters
  Score: Raw -44739.917808 + Penalty 2059.468363 = -42680.449445
  nChanged 0
		SP:Iteration 17F (48913.230000 sec): 3 clusters
  Score: Raw -44740.723399 + Penalty 2059.468363 = -42681.255036
  nChanged 1
		SP:Iteration 18Q (48913.410000 sec): 3 clusters
  Score: Raw -44756.101872 + Penalty 2059.468363 = -42696.633510
  nChanged 3
		SP:Iteration 19Q (48913.580000 sec): 3 clusters
  Score: Raw -44760.147889 + Penalty 2059.468363 = -42700.679527
  nChanged 0
		SP:Iteration 20F (48913.750000 sec): 3 clusters
  Score: Raw -44760.147889 + Penalty 2059.468363 = -42700.679527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48913.850000 sec): 2 clusters
  Score: Raw -227315.528642 + Penalty 1316.571869 = -225998.956773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48914.010000 sec): 3 clusters
  Score: Raw -225700.862099 + Penalty 2633.143738 = -223067.718361
  nChanged 1317
		SP:Iteration 1F (48914.180000 sec): 3 clusters
  Score: Raw -226725.290200 + Penalty 2633.143738 = -224092.146462
  nChanged 372
		SP:Iteration 2F (48914.370000 sec): 3 clusters
  Score: Raw -227130.460091 + Penalty 2633.143738 = -224497.316354
  nChanged 277
		SP:Iteration 3F (48914.530000 sec): 3 clusters
  Score: Raw -227456.796368 + Penalty 2633.143738 = -224823.652630
  nChanged 244
		SP:Iteration 4F (48914.700000 sec): 3 clusters
  Score: Raw -227722.454876 + Penalty 2633.143738 = -225089.311139
  nChanged 164
		SP:Iteration 5Q (48914.870000 sec): 3 clusters
  Score: Raw -227890.480544 + Penalty 2633.143738 = -225257.336806
  nChanged 115
		SP:Iteration 6Q (48915.050000 sec): 3 clusters
  Score: Raw -227988.767334 + Penalty 2633.143738 = -225355.623596
  nChanged 74
		SP:Iteration 7Q (48915.220000 sec): 3 clusters
  Score: Raw -228033.533061 + Penalty 2633.143738 = -225400.389323
  nChanged 47
		SP:Iteration 8Q (48915.390000 sec): 3 clusters
  Score: Raw -228061.192619 + Penalty 2633.143738 = -225428.048881
  nChanged 41
		SP:Iteration 9Q (48915.570000 sec): 3 clusters
  Score: Raw -228086.074500 + Penalty 2633.143738 = -225452.930762
  nChanged 33
		SP:Iteration 10Q (48915.740000 sec): 3 clusters
  Score: Raw -228096.960191 + Penalty 2633.143738 = -225463.816453
  nChanged 18
		SP:Iteration 11Q (48915.910000 sec): 3 clusters
  Score: Raw -228108.247909 + Penalty 2633.143738 = -225475.104171
  nChanged 13
		SP:Iteration 12Q (48916.090000 sec): 3 clusters
  Score: Raw -228114.710052 + Penalty 2633.143738 = -225481.566314
  nChanged 15
		SP:Iteration 13Q (48916.260000 sec): 3 clusters
  Score: Raw -228118.418944 + Penalty 2633.143738 = -225485.275206
  nChanged 10
		SP:Iteration 14Q (48916.440000 sec): 3 clusters
  Score: Raw -228121.421888 + Penalty 2633.143738 = -225488.278150
  nChanged 10
		SP:Iteration 15Q (48916.610000 sec): 3 clusters
  Score: Raw -228124.805140 + Penalty 2633.143738 = -225491.661402
  nChanged 9
		SP:Iteration 16Q (48916.790000 sec): 3 clusters
  Score: Raw -228127.573130 + Penalty 2633.143738 = -225494.429393
  nChanged 8
		SP:Iteration 17Q (48916.970000 sec): 3 clusters
  Score: Raw -228132.020178 + Penalty 2633.143738 = -225498.876440
  nChanged 11
		SP:Iteration 18Q (48917.140000 sec): 3 clusters
  Score: Raw -228135.271243 + Penalty 2633.143738 = -225502.127505
  nChanged 11
		SP:Iteration 19Q (48917.320000 sec): 3 clusters
  Score: Raw -228139.859294 + Penalty 2633.143738 = -225506.715556
  nChanged 14
		SP:Iteration 20F (48917.500000 sec): 3 clusters
  Score: Raw -228147.635342 + Penalty 2633.143738 = -225514.491605
  nChanged 16
		SP:Iteration 21Q (48917.670000 sec): 3 clusters
  Score: Raw -228156.126852 + Penalty 2633.143738 = -225522.983114
  nChanged 19
		SP:Iteration 22Q (48917.840000 sec): 3 clusters
  Score: Raw -228170.479564 + Penalty 2633.143738 = -225537.335826
  nChanged 23
		SP:Iteration 23Q (48918.020000 sec): 3 clusters
  Score: Raw -228187.075890 + Penalty 2633.143738 = -225553.932152
  nChanged 22
		SP:Iteration 24Q (48918.200000 sec): 3 clusters
  Score: Raw -228205.662535 + Penalty 2633.143738 = -225572.518797
  nChanged 19
		SP:Iteration 25Q (48918.370000 sec): 3 clusters
  Score: Raw -228215.624031 + Penalty 2633.143738 = -225582.480293
  nChanged 10
		SP:Iteration 26Q (48918.550000 sec): 3 clusters
  Score: Raw -228222.550345 + Penalty 2633.143738 = -225589.406607
  nChanged 10
		SP:Iteration 27Q (48918.720000 sec): 3 clusters
  Score: Raw -228229.860383 + Penalty 2633.143738 = -225596.716645
  nChanged 16
		SP:Iteration 28Q (48918.900000 sec): 3 clusters
  Score: Raw -228241.831363 + Penalty 2633.143738 = -225608.687625
  nChanged 19
		SP:Iteration 29Q (48919.080000 sec): 3 clusters
  Score: Raw -228256.872388 + Penalty 2633.143738 = -225623.728651
  nChanged 22
		SP:Iteration 30Q (48919.250000 sec): 3 clusters
  Score: Raw -228268.765060 + Penalty 2633.143738 = -225635.621322
  nChanged 20
		SP:Iteration 31Q (48919.430000 sec): 3 clusters
  Score: Raw -228277.488993 + Penalty 2633.143738 = -225644.345255
  nChanged 13
		SP:Iteration 32Q (48919.600000 sec): 3 clusters
  Score: Raw -228282.159999 + Penalty 2633.143738 = -225649.016261
  nChanged 8
		SP:Iteration 33Q (48919.780000 sec): 3 clusters
  Score: Raw -228284.699034 + Penalty 2633.143738 = -225651.555296
  nChanged 2
		SP:Iteration 34Q (48919.960000 sec): 3 clusters
  Score: Raw -228285.666811 + Penalty 2633.143738 = -225652.523073
  nChanged 4
		SP:Iteration 35Q (48920.130000 sec): 3 clusters
  Score: Raw -228286.728586 + Penalty 2633.143738 = -225653.584848
  nChanged 0
		SP:Iteration 36F (48920.310000 sec): 3 clusters
  Score: Raw -228286.728586 + Penalty 2633.143738 = -225653.584848
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48920.390000 sec): 2 clusters
  Score: Raw -114891.106232 + Penalty 1199.595209 = -113691.511023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48920.550000 sec): 3 clusters
  Score: Raw -114223.090577 + Penalty 2399.190419 = -111823.900158
  nChanged 561
		SP:Iteration 1F (48920.710000 sec): 3 clusters
  Score: Raw -114638.626410 + Penalty 2399.190419 = -112239.435991
  nChanged 162
		SP:Iteration 2F (48920.880000 sec): 3 clusters
  Score: Raw -114821.042684 + Penalty 2399.190419 = -112421.852265
  nChanged 112
		SP:Iteration 3F (48921.060000 sec): 3 clusters
  Score: Raw -114949.109083 + Penalty 2399.190419 = -112549.918664
  nChanged 77
		SP:Iteration 4Q (48921.240000 sec): 3 clusters
  Score: Raw -115019.862735 + Penalty 2399.190419 = -112620.672316
  nChanged 47
		SP:Iteration 5Q (48921.410000 sec): 3 clusters
  Score: Raw -115061.408962 + Penalty 2399.190419 = -112662.218543
  nChanged 47
		SP:Iteration 6Q (48921.580000 sec): 3 clusters
  Score: Raw -115112.008267 + Penalty 2399.190419 = -112712.817849
  nChanged 49
		SP:Iteration 7Q (48921.760000 sec): 3 clusters
  Score: Raw -115153.397783 + Penalty 2399.190419 = -112754.207364
  nChanged 37
		SP:Iteration 8Q (48921.940000 sec): 3 clusters
  Score: Raw -115187.085790 + Penalty 2399.190419 = -112787.895372
  nChanged 27
		SP:Iteration 9Q (48922.110000 sec): 3 clusters
  Score: Raw -115211.819217 + Penalty 2399.190419 = -112812.628798
  nChanged 24
		SP:Iteration 10Q (48922.290000 sec): 3 clusters
  Score: Raw -115234.369263 + Penalty 2399.190419 = -112835.178844
  nChanged 29
		SP:Iteration 11Q (48922.460000 sec): 3 clusters
  Score: Raw -115257.080767 + Penalty 2399.190419 = -112857.890348
  nChanged 19
		SP:Iteration 12Q (48922.640000 sec): 3 clusters
  Score: Raw -115270.035809 + Penalty 2399.190419 = -112870.845390
  nChanged 15
		SP:Iteration 13Q (48922.820000 sec): 3 clusters
  Score: Raw -115283.160071 + Penalty 2399.190419 = -112883.969652
  nChanged 13
		SP:Iteration 14Q (48922.990000 sec): 3 clusters
  Score: Raw -115291.460711 + Penalty 2399.190419 = -112892.270292
  nChanged 11
		SP:Iteration 15Q (48923.170000 sec): 3 clusters
  Score: Raw -115301.689951 + Penalty 2399.190419 = -112902.499532
  nChanged 7
		SP:Iteration 16Q (48923.340000 sec): 3 clusters
  Score: Raw -115305.793403 + Penalty 2399.190419 = -112906.602984
  nChanged 9
		SP:Iteration 17Q (48923.520000 sec): 3 clusters
  Score: Raw -115312.137906 + Penalty 2399.190419 = -112912.947487
  nChanged 9
		SP:Iteration 18Q (48923.700000 sec): 3 clusters
  Score: Raw -115318.966807 + Penalty 2399.190419 = -112919.776388
  nChanged 10
		SP:Iteration 19Q (48923.870000 sec): 3 clusters
  Score: Raw -115325.298507 + Penalty 2399.190419 = -112926.108088
  nChanged 6
		SP:Iteration 20F (48924.050000 sec): 3 clusters
  Score: Raw -115327.793067 + Penalty 2399.190419 = -112928.602649
  nChanged 4
		SP:Iteration 21Q (48924.220000 sec): 3 clusters
  Score: Raw -115329.479377 + Penalty 2399.190419 = -112930.288958
  nChanged 2
		SP:Iteration 22Q (48924.400000 sec): 3 clusters
  Score: Raw -115330.272673 + Penalty 2399.190419 = -112931.082254
  nChanged 2
		SP:Iteration 23Q (48924.580000 sec): 3 clusters
  Score: Raw -115331.186501 + Penalty 2399.190419 = -112931.996082
  nChanged 2
		SP:Iteration 24Q (48924.750000 sec): 3 clusters
  Score: Raw -115332.358878 + Penalty 2399.190419 = -112933.168459
  nChanged 1
		SP:Iteration 25Q (48924.930000 sec): 3 clusters
  Score: Raw -115332.813342 + Penalty 2399.190419 = -112933.622923
  nChanged 0
		SP:Iteration 26F (48925.100000 sec): 3 clusters
  Score: Raw -115332.813342 + Penalty 2399.190419 = -112933.622923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48925.220000 sec): 2 clusters
  Score: Raw -224930.602359 + Penalty 1283.913646 = -223646.688713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48925.340000 sec): 3 clusters
  Score: Raw -223701.598053 + Penalty 2567.827292 = -221133.770761
  nChanged 999
		SP:Iteration 1F (48925.480000 sec): 3 clusters
  Score: Raw -224386.471889 + Penalty 2567.827292 = -221818.644597
  nChanged 263
		SP:Iteration 2F (48925.610000 sec): 3 clusters
  Score: Raw -224627.134186 + Penalty 2567.827292 = -222059.306894
  nChanged 196
		SP:Iteration 3F (48925.750000 sec): 3 clusters
  Score: Raw -224837.854978 + Penalty 2567.827292 = -222270.027686
  nChanged 183
		SP:Iteration 4F (48925.900000 sec): 3 clusters
  Score: Raw -225076.885696 + Penalty 2567.827292 = -222509.058404
  nChanged 173
		SP:Iteration 5F (48926.040000 sec): 3 clusters
  Score: Raw -225289.848455 + Penalty 2567.827292 = -222722.021163
  nChanged 126
		SP:Iteration 6Q (48926.180000 sec): 3 clusters
  Score: Raw -225435.782564 + Penalty 2567.827292 = -222867.955272
  nChanged 96
		SP:Iteration 7Q (48926.330000 sec): 3 clusters
  Score: Raw -225531.774666 + Penalty 2567.827292 = -222963.947374
  nChanged 57
		SP:Iteration 8Q (48926.470000 sec): 3 clusters
  Score: Raw -225584.059750 + Penalty 2567.827292 = -223016.232458
  nChanged 41
		SP:Iteration 9Q (48926.620000 sec): 3 clusters
  Score: Raw -225615.288348 + Penalty 2567.827292 = -223047.461056
  nChanged 30
		SP:Iteration 10Q (48926.760000 sec): 3 clusters
  Score: Raw -225632.476225 + Penalty 2567.827292 = -223064.648933
  nChanged 15
		SP:Iteration 11Q (48926.900000 sec): 3 clusters
  Score: Raw -225640.418291 + Penalty 2567.827292 = -223072.590999
  nChanged 8
		SP:Iteration 12Q (48927.050000 sec): 3 clusters
  Score: Raw -225645.812382 + Penalty 2567.827292 = -223077.985090
  nChanged 7
		SP:Iteration 13Q (48927.190000 sec): 3 clusters
  Score: Raw -225648.438443 + Penalty 2567.827292 = -223080.611151
  nChanged 2
		SP:Iteration 14Q (48927.340000 sec): 3 clusters
  Score: Raw -225649.060901 + Penalty 2567.827292 = -223081.233609
  nChanged 0
		SP:Iteration 15F (48927.480000 sec): 3 clusters
  Score: Raw -225649.060901 + Penalty 2567.827292 = -223081.233609
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48927.560000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48927.720000 sec): 3 clusters
  Score: Raw -15758.519736 + Penalty 1725.187002 = -14033.332735
  nChanged 19
		SP:Iteration 1F (48927.880000 sec): 3 clusters
  Score: Raw -15838.236274 + Penalty 1725.187002 = -14113.049272
  nChanged 9
		SP:Iteration 2Q (48928.050000 sec): 3 clusters
  Score: Raw -15872.471941 + Penalty 1725.187002 = -14147.284939
  nChanged 6
		SP:Iteration 3Q (48928.220000 sec): 3 clusters
  Score: Raw -15893.425163 + Penalty 1725.187002 = -14168.238161
  nChanged 3
		SP:Iteration 4Q (48928.400000 sec): 3 clusters
  Score: Raw -15908.096726 + Penalty 1725.187002 = -14182.909724
  nChanged 4
		SP:Iteration 5Q (48928.570000 sec): 3 clusters
  Score: Raw -15926.605700 + Penalty 1725.187002 = -14201.418699
  nChanged 3
		SP:Iteration 6Q (48928.740000 sec): 3 clusters
  Score: Raw -15935.864240 + Penalty 1725.187002 = -14210.677238
  nChanged 4
		SP:Iteration 7Q (48928.920000 sec): 3 clusters
  Score: Raw -15955.311635 + Penalty 1725.187002 = -14230.124633
  nChanged 1
		SP:Iteration 8Q (48929.090000 sec): 3 clusters
  Score: Raw -15966.333049 + Penalty 1725.187002 = -14241.146047
  nChanged 0
		SP:Iteration 9F (48929.260000 sec): 3 clusters
  Score: Raw -15966.333049 + Penalty 1725.187002 = -14241.146047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48929.350000 sec): 2 clusters
  Score: Raw -33572.975134 + Penalty 998.778504 = -32574.196630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48929.520000 sec): 3 clusters
  Score: Raw -33512.781385 + Penalty 1997.557009 = -31515.224377
  nChanged 110
		SP:Iteration 1F (48929.700000 sec): 3 clusters
  Score: Raw -33694.180789 + Penalty 1997.557009 = -31696.623780
  nChanged 32
		SP:Iteration 2F (48929.870000 sec): 3 clusters
  Score: Raw -33748.474024 + Penalty 1997.557009 = -31750.917016
  nChanged 8
		SP:Iteration 3Q (48930.040000 sec): 3 clusters
  Score: Raw -33760.008066 + Penalty 1997.557009 = -31762.451057
  nChanged 2
		SP:Iteration 4Q (48930.220000 sec): 3 clusters
  Score: Raw -33766.180018 + Penalty 1997.557009 = -31768.623010
  nChanged 2
		SP:Iteration 5Q (48930.390000 sec): 3 clusters
  Score: Raw -33769.081837 + Penalty 1997.557009 = -31771.524828
  nChanged 2
		SP:Iteration 6Q (48930.570000 sec): 3 clusters
  Score: Raw -33771.942444 + Penalty 1997.557009 = -31774.385435
  nChanged 2
		SP:Iteration 7Q (48930.740000 sec): 3 clusters
  Score: Raw -33778.110219 + Penalty 1997.557009 = -31780.553210
  nChanged 2
		SP:Iteration 8Q (48930.910000 sec): 3 clusters
  Score: Raw -33779.247413 + Penalty 1997.557009 = -31781.690404
  nChanged 0
		SP:Iteration 9F (48931.090000 sec): 3 clusters
  Score: Raw -33779.247413 + Penalty 1997.557009 = -31781.690404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48931.170000 sec): 2 clusters
  Score: Raw -119141.679302 + Penalty 1183.225170 = -117958.454132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48931.350000 sec): 3 clusters
  Score: Raw -118561.347252 + Penalty 2366.450341 = -116194.896911
  nChanged 506
		SP:Iteration 1F (48931.520000 sec): 3 clusters
  Score: Raw -118929.538331 + Penalty 2366.450341 = -116563.087991
  nChanged 126
		SP:Iteration 2F (48931.700000 sec): 3 clusters
  Score: Raw -119047.954986 + Penalty 2366.450341 = -116681.504645
  nChanged 89
		SP:Iteration 3F (48931.870000 sec): 3 clusters
  Score: Raw -119125.811746 + Penalty 2366.450341 = -116759.361406
  nChanged 52
		SP:Iteration 4Q (48932.040000 sec): 3 clusters
  Score: Raw -119171.433456 + Penalty 2366.450341 = -116804.983115
  nChanged 49
		SP:Iteration 5Q (48932.220000 sec): 3 clusters
  Score: Raw -119225.659722 + Penalty 2366.450341 = -116859.209381
  nChanged 49
		SP:Iteration 6Q (48932.390000 sec): 3 clusters
  Score: Raw -119279.104489 + Penalty 2366.450341 = -116912.654148
  nChanged 47
		SP:Iteration 7Q (48932.560000 sec): 3 clusters
  Score: Raw -119323.764661 + Penalty 2366.450341 = -116957.314320
  nChanged 40
		SP:Iteration 8Q (48932.730000 sec): 3 clusters
  Score: Raw -119360.033772 + Penalty 2366.450341 = -116993.583431
  nChanged 27
		SP:Iteration 9Q (48932.900000 sec): 3 clusters
  Score: Raw -119387.080418 + Penalty 2366.450341 = -117020.630078
  nChanged 21
		SP:Iteration 10Q (48933.080000 sec): 3 clusters
  Score: Raw -119403.456199 + Penalty 2366.450341 = -117037.005858
  nChanged 17
		SP:Iteration 11Q (48933.250000 sec): 3 clusters
  Score: Raw -119419.131387 + Penalty 2366.450341 = -117052.681046
  nChanged 14
		SP:Iteration 12Q (48933.420000 sec): 3 clusters
  Score: Raw -119429.840815 + Penalty 2366.450341 = -117063.390475
  nChanged 12
		SP:Iteration 13Q (48933.610000 sec): 3 clusters
  Score: Raw -119439.702753 + Penalty 2366.450341 = -117073.252413
  nChanged 7
		SP:Iteration 14Q (48933.780000 sec): 3 clusters
  Score: Raw -119443.879710 + Penalty 2366.450341 = -117077.429369
  nChanged 7
		SP:Iteration 15Q (48933.950000 sec): 3 clusters
  Score: Raw -119451.291685 + Penalty 2366.450341 = -117084.841344
  nChanged 10
		SP:Iteration 16Q (48934.130000 sec): 3 clusters
  Score: Raw -119461.104839 + Penalty 2366.450341 = -117094.654499
  nChanged 7
		SP:Iteration 17Q (48934.300000 sec): 3 clusters
  Score: Raw -119467.192540 + Penalty 2366.450341 = -117100.742199
  nChanged 5
		SP:Iteration 18Q (48934.470000 sec): 3 clusters
  Score: Raw -119471.285338 + Penalty 2366.450341 = -117104.834997
  nChanged 3
		SP:Iteration 19Q (48934.630000 sec): 3 clusters
  Score: Raw -119473.355309 + Penalty 2366.450341 = -117106.904968
  nChanged 2
		SP:Iteration 20F (48934.790000 sec): 3 clusters
  Score: Raw -119473.941113 + Penalty 2366.450341 = -117107.490772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48934.870000 sec): 2 clusters
  Score: Raw -150750.320199 + Penalty 1243.924020 = -149506.396179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48935.050000 sec): 3 clusters
  Score: Raw -149823.543705 + Penalty 2487.848041 = -147335.695665
  nChanged 739
		SP:Iteration 1F (48935.220000 sec): 3 clusters
  Score: Raw -150399.598473 + Penalty 2487.848041 = -147911.750433
  nChanged 186
		SP:Iteration 2F (48935.400000 sec): 3 clusters
  Score: Raw -150578.306612 + Penalty 2487.848041 = -148090.458572
  nChanged 138
		SP:Iteration 3F (48935.570000 sec): 3 clusters
  Score: Raw -150668.398203 + Penalty 2487.848041 = -148180.550163
  nChanged 80
		SP:Iteration 4Q (48935.740000 sec): 3 clusters
  Score: Raw -150720.568876 + Penalty 2487.848041 = -148232.720836
  nChanged 66
		SP:Iteration 5Q (48935.920000 sec): 3 clusters
  Score: Raw -150774.125656 + Penalty 2487.848041 = -148286.277616
  nChanged 73
		SP:Iteration 6Q (48936.090000 sec): 3 clusters
  Score: Raw -150835.948742 + Penalty 2487.848041 = -148348.100701
  nChanged 67
		SP:Iteration 7Q (48936.260000 sec): 3 clusters
  Score: Raw -150890.269700 + Penalty 2487.848041 = -148402.421659
  nChanged 65
		SP:Iteration 8Q (48936.440000 sec): 3 clusters
  Score: Raw -150949.000609 + Penalty 2487.848041 = -148461.152569
  nChanged 64
		SP:Iteration 9Q (48936.610000 sec): 3 clusters
  Score: Raw -151004.420594 + Penalty 2487.848041 = -148516.572554
  nChanged 46
		SP:Iteration 10Q (48936.790000 sec): 3 clusters
  Score: Raw -151041.084740 + Penalty 2487.848041 = -148553.236699
  nChanged 39
		SP:Iteration 11Q (48936.960000 sec): 3 clusters
  Score: Raw -151075.704770 + Penalty 2487.848041 = -148587.856729
  nChanged 38
		SP:Iteration 12Q (48937.130000 sec): 3 clusters
  Score: Raw -151115.999793 + Penalty 2487.848041 = -148628.151752
  nChanged 39
		SP:Iteration 13Q (48937.310000 sec): 3 clusters
  Score: Raw -151147.624803 + Penalty 2487.848041 = -148659.776763
  nChanged 41
		SP:Iteration 14Q (48937.480000 sec): 3 clusters
  Score: Raw -151199.332377 + Penalty 2487.848041 = -148711.484337
  nChanged 43
		SP:Iteration 15Q (48937.650000 sec): 3 clusters
  Score: Raw -151243.365949 + Penalty 2487.848041 = -148755.517908
  nChanged 39
		SP:Iteration 16Q (48937.830000 sec): 3 clusters
  Score: Raw -151275.832705 + Penalty 2487.848041 = -148787.984665
  nChanged 38
		SP:Iteration 17Q (48938.000000 sec): 3 clusters
  Score: Raw -151308.400451 + Penalty 2487.848041 = -148820.552410
  nChanged 29
		SP:Iteration 18Q (48938.180000 sec): 3 clusters
  Score: Raw -151324.984872 + Penalty 2487.848041 = -148837.136832
  nChanged 21
		SP:Iteration 19Q (48938.350000 sec): 3 clusters
  Score: Raw -151343.480011 + Penalty 2487.848041 = -148855.631971
  nChanged 12
		SP:Iteration 20F (48938.530000 sec): 3 clusters
  Score: Raw -151354.255317 + Penalty 2487.848041 = -148866.407277
  nChanged 9
		SP:Iteration 21Q (48938.710000 sec): 3 clusters
  Score: Raw -151358.389467 + Penalty 2487.848041 = -148870.541427
  nChanged 10
		SP:Iteration 22Q (48938.880000 sec): 3 clusters
  Score: Raw -151364.422991 + Penalty 2487.848041 = -148876.574951
  nChanged 18
		SP:Iteration 23Q (48939.060000 sec): 3 clusters
  Score: Raw -151373.787012 + Penalty 2487.848041 = -148885.938972
  nChanged 10
		SP:Iteration 24Q (48939.230000 sec): 3 clusters
  Score: Raw -151379.128950 + Penalty 2487.848041 = -148891.280910
  nChanged 7
		SP:Iteration 25Q (48939.410000 sec): 3 clusters
  Score: Raw -151382.655690 + Penalty 2487.848041 = -148894.807650
  nChanged 7
		SP:Iteration 26Q (48939.590000 sec): 3 clusters
  Score: Raw -151386.098535 + Penalty 2487.848041 = -148898.250495
  nChanged 9
		SP:Iteration 27Q (48939.760000 sec): 3 clusters
  Score: Raw -151391.085360 + Penalty 2487.848041 = -148903.237320
  nChanged 8
		SP:Iteration 28Q (48939.940000 sec): 3 clusters
  Score: Raw -151396.231240 + Penalty 2487.848041 = -148908.383200
  nChanged 6
		SP:Iteration 29Q (48940.110000 sec): 3 clusters
  Score: Raw -151399.856507 + Penalty 2487.848041 = -148912.008467
  nChanged 5
		SP:Iteration 30Q (48940.290000 sec): 3 clusters
  Score: Raw -151401.996487 + Penalty 2487.848041 = -148914.148447
  nChanged 5
		SP:Iteration 31Q (48940.470000 sec): 3 clusters
  Score: Raw -151404.373332 + Penalty 2487.848041 = -148916.525292
  nChanged 5
		SP:Iteration 32Q (48940.640000 sec): 3 clusters
  Score: Raw -151405.851559 + Penalty 2487.848041 = -148918.003519
  nChanged 0
		SP:Iteration 33F (48940.820000 sec): 3 clusters
  Score: Raw -151405.851559 + Penalty 2487.848041 = -148918.003519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48940.910000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48941.080000 sec): 3 clusters
  Score: Raw -16482.660381 + Penalty 1725.187002 = -14757.473380
  nChanged 22
		SP:Iteration 1F (48941.260000 sec): 3 clusters
  Score: Raw -16559.121307 + Penalty 1725.187002 = -14833.934306
  nChanged 6
		SP:Iteration 2Q (48941.430000 sec): 3 clusters
  Score: Raw -16582.268918 + Penalty 1725.187002 = -14857.081917
  nChanged 1
		SP:Iteration 3Q (48941.610000 sec): 3 clusters
  Score: Raw -16584.914219 + Penalty 1725.187002 = -14859.727218
  nChanged 0
		SP:Iteration 4F (48941.780000 sec): 3 clusters
  Score: Raw -16584.914219 + Penalty 1725.187002 = -14859.727218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48941.870000 sec): 2 clusters
  Score: Raw -33126.150741 + Penalty 978.810234 = -32147.340507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48942.050000 sec): 3 clusters
  Score: Raw -33112.976363 + Penalty 1957.620468 = -31155.355896
  nChanged 101
		SP:Iteration 1F (48942.220000 sec): 3 clusters
  Score: Raw -33252.047723 + Penalty 1957.620468 = -31294.427255
  nChanged 19
		SP:Iteration 2Q (48942.400000 sec): 3 clusters
  Score: Raw -33283.113783 + Penalty 1957.620468 = -31325.493316
  nChanged 8
		SP:Iteration 3Q (48942.570000 sec): 3 clusters
  Score: Raw -33297.814504 + Penalty 1957.620468 = -31340.194036
  nChanged 6
		SP:Iteration 4Q (48942.750000 sec): 3 clusters
  Score: Raw -33306.307859 + Penalty 1957.620468 = -31348.687391
  nChanged 2
		SP:Iteration 5Q (48942.930000 sec): 3 clusters
  Score: Raw -33307.822826 + Penalty 1957.620468 = -31350.202358
  nChanged 0
		SP:Iteration 6F (48943.100000 sec): 3 clusters
  Score: Raw -33307.822826 + Penalty 1957.620468 = -31350.202358
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48943.700000 sec): 2 clusters
  Score: Raw -6012701.332958 + Penalty 1832.191326 = -6010869.141633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48944.540000 sec): 3 clusters
  Score: Raw -5961865.763394 + Penalty 3664.382651 = -5958201.380742
  nChanged 37472
		SP:Iteration 1F (48945.300000 sec): 3 clusters
  Score: Raw -5984002.036261 + Penalty 3664.382651 = -5980337.653610
  nChanged 3707
		SP:Iteration 2Q (48946.140000 sec): 3 clusters
  Score: Raw -5985535.220701 + Penalty 3664.382651 = -5981870.838049
  nChanged 4170
		SP:Iteration 3F (48946.980000 sec): 3 clusters
  Score: Raw -5987549.583653 + Penalty 3664.382651 = -5983885.201002
  nChanged 4566
		SP:Iteration 4F (48947.810000 sec): 3 clusters
  Score: Raw -5989936.129340 + Penalty 3664.382651 = -5986271.746688
  nChanged 4664
		SP:Iteration 5F (48948.630000 sec): 3 clusters
  Score: Raw -5992470.500310 + Penalty 3664.382651 = -5988806.117659
  nChanged 4515
		SP:Iteration 6F (48949.410000 sec): 3 clusters
  Score: Raw -5995121.367998 + Penalty 3664.382651 = -5991456.985346
  nChanged 4280
		SP:Iteration 7F (48950.240000 sec): 3 clusters
  Score: Raw -5997864.607534 + Penalty 3664.382651 = -5994200.224882
  nChanged 3873
		SP:Iteration 8Q (48951.120000 sec): 3 clusters
  Score: Raw -6000243.104932 + Penalty 3664.382651 = -5996578.722281
  nChanged 3306
		SP:Iteration 9Q (48952.010000 sec): 3 clusters
  Score: Raw -6002117.048824 + Penalty 3664.382651 = -5998452.666172
  nChanged 2679
		SP:Iteration 10Q (48952.860000 sec): 3 clusters
  Score: Raw -6003471.989548 + Penalty 3664.382651 = -5999807.606897
  nChanged 2195
		SP:Iteration 11Q (48953.660000 sec): 3 clusters
  Score: Raw -6004477.722598 + Penalty 3664.382651 = -6000813.339946
  nChanged 1853
		SP:Iteration 12Q (48954.510000 sec): 3 clusters
  Score: Raw -6005291.849017 + Penalty 3664.382651 = -6001627.466366
  nChanged 1738
		SP:Iteration 13Q (48955.300000 sec): 3 clusters
  Score: Raw -6006057.542295 + Penalty 3664.382651 = -6002393.159644
  nChanged 1594
		SP:Iteration 14Q (48956.120000 sec): 3 clusters
  Score: Raw -6006757.359722 + Penalty 3664.382651 = -6003092.977071
  nChanged 1532
		SP:Iteration 15Q (48956.940000 sec): 3 clusters
  Score: Raw -6007435.050804 + Penalty 3664.382651 = -6003770.668152
  nChanged 1491
		SP:Iteration 16Q (48957.770000 sec): 3 clusters
  Score: Raw -6008148.332441 + Penalty 3664.382651 = -6004483.949789
  nChanged 1428
		SP:Iteration 17Q (48958.600000 sec): 3 clusters
  Score: Raw -6008836.265514 + Penalty 3664.382651 = -6005171.882863
  nChanged 1294
		SP:Iteration 18Q (48959.420000 sec): 3 clusters
  Score: Raw -6009496.037086 + Penalty 3664.382651 = -6005831.654435
  nChanged 1205
		SP:Iteration 19Q (48960.230000 sec): 3 clusters
  Score: Raw -6010133.536755 + Penalty 3664.382651 = -6006469.154104
  nChanged 1088
		SP:Iteration 20F (48961.100000 sec): 3 clusters
  Score: Raw -6010706.049599 + Penalty 3664.382651 = -6007041.666947
  nChanged 951
		SP:Iteration 21Q (48961.890000 sec): 3 clusters
  Score: Raw -6011228.890887 + Penalty 3664.382651 = -6007564.508236
  nChanged 833
		SP:Iteration 22Q (48962.680000 sec): 3 clusters
  Score: Raw -6011689.273073 + Penalty 3664.382651 = -6008024.890421
  nChanged 694
		SP:Iteration 23Q (48963.460000 sec): 3 clusters
  Score: Raw -6012083.603491 + Penalty 3664.382651 = -6008419.220840
  nChanged 511
		SP:Iteration 24Q (48964.240000 sec): 3 clusters
  Score: Raw -6012363.328030 + Penalty 3664.382651 = -6008698.945378
  nChanged 394
		SP:Iteration 25Q (48965.000000 sec): 3 clusters
  Score: Raw -6012564.234393 + Penalty 3664.382651 = -6008899.851741
  nChanged 298
		SP:Iteration 26Q (48965.730000 sec): 3 clusters
  Score: Raw -6012708.971182 + Penalty 3664.382651 = -6009044.588530
  nChanged 248
		SP:Iteration 27Q (48966.370000 sec): 3 clusters
  Score: Raw -6012840.574996 + Penalty 3664.382651 = -6009176.192345
  nChanged 178
		SP:Iteration 28Q (48967.120000 sec): 3 clusters
  Score: Raw -6012936.794337 + Penalty 3664.382651 = -6009272.411685
  nChanged 136
		SP:Iteration 29Q (48967.870000 sec): 3 clusters
  Score: Raw -6012998.950947 + Penalty 3664.382651 = -6009334.568296
  nChanged 112
		SP:Iteration 30Q (48968.630000 sec): 3 clusters
  Score: Raw -6013054.112467 + Penalty 3664.382651 = -6009389.729815
  nChanged 73
		SP:Iteration 31Q (48969.400000 sec): 3 clusters
  Score: Raw -6013093.569646 + Penalty 3664.382651 = -6009429.186995
  nChanged 69
		SP:Iteration 32Q (48970.140000 sec): 3 clusters
  Score: Raw -6013127.786008 + Penalty 3664.382651 = -6009463.403356
  nChanged 55
		SP:Iteration 33Q (48970.910000 sec): 3 clusters
  Score: Raw -6013152.025241 + Penalty 3664.382651 = -6009487.642590
  nChanged 38
		SP:Iteration 34Q (48971.560000 sec): 3 clusters
  Score: Raw -6013167.235276 + Penalty 3664.382651 = -6009502.852625
  nChanged 29
		SP:Iteration 35Q (48972.290000 sec): 3 clusters
  Score: Raw -6013177.486593 + Penalty 3664.382651 = -6009513.103941
  nChanged 28
		SP:Iteration 36Q (48973.050000 sec): 3 clusters
  Score: Raw -6013186.665278 + Penalty 3664.382651 = -6009522.282627
  nChanged 19
		SP:Iteration 37Q (48973.800000 sec): 3 clusters
  Score: Raw -6013192.519836 + Penalty 3664.382651 = -6009528.137185
  nChanged 9
		SP:Iteration 38Q (48974.560000 sec): 3 clusters
  Score: Raw -6013195.769570 + Penalty 3664.382651 = -6009531.386919
  nChanged 9
		SP:Iteration 39Q (48975.270000 sec): 3 clusters
  Score: Raw -6013197.904838 + Penalty 3664.382651 = -6009533.522187
  nChanged 7
		SP:Iteration 40F (48976.030000 sec): 3 clusters
  Score: Raw -6013199.428921 + Penalty 3664.382651 = -6009535.046269
  nChanged 4
		SP:Iteration 41Q (48976.750000 sec): 3 clusters
  Score: Raw -6013200.230768 + Penalty 3664.382651 = -6009535.848116
  nChanged 5
		SP:Iteration 42Q (48977.410000 sec): 3 clusters
  Score: Raw -6013201.831392 + Penalty 3664.382651 = -6009537.448740
  nChanged 4
		SP:Iteration 43Q (48978.100000 sec): 3 clusters
  Score: Raw -6013203.254798 + Penalty 3664.382651 = -6009538.872147
  nChanged 7
		SP:Iteration 44Q (48978.850000 sec): 3 clusters
  Score: Raw -6013205.805212 + Penalty 3664.382651 = -6009541.422560
  nChanged 7
		SP:Iteration 45Q (48979.570000 sec): 3 clusters
  Score: Raw -6013208.308253 + Penalty 3664.382651 = -6009543.925602
  nChanged 9
		SP:Iteration 46Q (48980.280000 sec): 3 clusters
  Score: Raw -6013211.362040 + Penalty 3664.382651 = -6009546.979389
  nChanged 7
		SP:Iteration 47Q (48980.970000 sec): 3 clusters
  Score: Raw -6013214.002858 + Penalty 3664.382651 = -6009549.620206
  nChanged 8
		SP:Iteration 48Q (48981.630000 sec): 3 clusters
  Score: Raw -6013217.294925 + Penalty 3664.382651 = -6009552.912274
  nChanged 10
		SP:Iteration 49Q (48982.330000 sec): 3 clusters
  Score: Raw -6013220.367907 + Penalty 3664.382651 = -6009555.985256
  nChanged 14
		SP:Iteration 50Q (48983.050000 sec): 3 clusters
  Score: Raw -6013224.152243 + Penalty 3664.382651 = -6009559.769592
  nChanged 10
		SP:Iteration 51Q (48983.770000 sec): 3 clusters
  Score: Raw -6013228.114211 + Penalty 3664.382651 = -6009563.731559
  nChanged 8
		SP:Iteration 52Q (48984.490000 sec): 3 clusters
  Score: Raw -6013230.240297 + Penalty 3664.382651 = -6009565.857646
  nChanged 8
		SP:Iteration 53Q (48985.190000 sec): 3 clusters
  Score: Raw -6013232.308293 + Penalty 3664.382651 = -6009567.925642
  nChanged 4
		SP:Iteration 54Q (48985.900000 sec): 3 clusters
  Score: Raw -6013233.620131 + Penalty 3664.382651 = -6009569.237480
  nChanged 6
		SP:Iteration 55Q (48986.610000 sec): 3 clusters
  Score: Raw -6013235.118582 + Penalty 3664.382651 = -6009570.735931
  nChanged 6
		SP:Iteration 56Q (48987.310000 sec): 3 clusters
  Score: Raw -6013237.027505 + Penalty 3664.382651 = -6009572.644853
  nChanged 1
		SP:Iteration 57Q (48987.950000 sec): 3 clusters
  Score: Raw -6013237.232619 + Penalty 3664.382651 = -6009572.849968
  nChanged 2
		SP:Iteration 58Q (48988.610000 sec): 3 clusters
  Score: Raw -6013237.859023 + Penalty 3664.382651 = -6009573.476372
  nChanged 0
		SP:Iteration 59F (48989.400000 sec): 3 clusters
  Score: Raw -6013237.859023 + Penalty 3664.382651 = -6009573.476372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48989.490000 sec): 2 clusters
  Score: Raw -291571.937396 + Penalty 1343.502171 = -290228.435225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48989.670000 sec): 3 clusters
  Score: Raw -289686.981750 + Penalty 2687.004341 = -286999.977409
  nChanged 1516
		SP:Iteration 1F (48989.840000 sec): 3 clusters
  Score: Raw -290658.843219 + Penalty 2687.004341 = -287971.838878
  nChanged 372
		SP:Iteration 2F (48990.020000 sec): 3 clusters
  Score: Raw -290940.545848 + Penalty 2687.004341 = -288253.541507
  nChanged 266
		SP:Iteration 3F (48990.190000 sec): 3 clusters
  Score: Raw -291128.884620 + Penalty 2687.004341 = -288441.880279
  nChanged 200
		SP:Iteration 4F (48990.370000 sec): 3 clusters
  Score: Raw -291260.779407 + Penalty 2687.004341 = -288573.775066
  nChanged 145
		SP:Iteration 5Q (48990.550000 sec): 3 clusters
  Score: Raw -291339.362365 + Penalty 2687.004341 = -288652.358024
  nChanged 105
		SP:Iteration 6Q (48990.720000 sec): 3 clusters
  Score: Raw -291394.620751 + Penalty 2687.004341 = -288707.616410
  nChanged 81
		SP:Iteration 7Q (48990.900000 sec): 3 clusters
  Score: Raw -291437.229274 + Penalty 2687.004341 = -288750.224933
  nChanged 70
		SP:Iteration 8Q (48991.070000 sec): 3 clusters
  Score: Raw -291489.916399 + Penalty 2687.004341 = -288802.912058
  nChanged 74
		SP:Iteration 9Q (48991.250000 sec): 3 clusters
  Score: Raw -291533.231706 + Penalty 2687.004341 = -288846.227365
  nChanged 77
		SP:Iteration 10Q (48991.430000 sec): 3 clusters
  Score: Raw -291572.450969 + Penalty 2687.004341 = -288885.446628
  nChanged 64
		SP:Iteration 11Q (48991.600000 sec): 3 clusters
  Score: Raw -291607.930818 + Penalty 2687.004341 = -288920.926477
  nChanged 61
		SP:Iteration 12Q (48991.780000 sec): 3 clusters
  Score: Raw -291644.833332 + Penalty 2687.004341 = -288957.828991
  nChanged 75
		SP:Iteration 13Q (48991.950000 sec): 3 clusters
  Score: Raw -291691.298091 + Penalty 2687.004341 = -289004.293750
  nChanged 69
		SP:Iteration 14Q (48992.130000 sec): 3 clusters
  Score: Raw -291732.467406 + Penalty 2687.004341 = -289045.463065
  nChanged 66
		SP:Iteration 15Q (48992.300000 sec): 3 clusters
  Score: Raw -291773.196364 + Penalty 2687.004341 = -289086.192023
  nChanged 59
		SP:Iteration 16Q (48992.480000 sec): 3 clusters
  Score: Raw -291801.923200 + Penalty 2687.004341 = -289114.918859
  nChanged 48
		SP:Iteration 17Q (48992.650000 sec): 3 clusters
  Score: Raw -291822.286791 + Penalty 2687.004341 = -289135.282449
  nChanged 31
		SP:Iteration 18Q (48992.830000 sec): 3 clusters
  Score: Raw -291836.008631 + Penalty 2687.004341 = -289149.004290
  nChanged 39
		SP:Iteration 19Q (48993.010000 sec): 3 clusters
  Score: Raw -291848.375350 + Penalty 2687.004341 = -289161.371009
  nChanged 26
		SP:Iteration 20F (48993.180000 sec): 3 clusters
  Score: Raw -291858.391860 + Penalty 2687.004341 = -289171.387519
  nChanged 32
		SP:Iteration 21Q (48993.360000 sec): 3 clusters
  Score: Raw -291873.468866 + Penalty 2687.004341 = -289186.464525
  nChanged 29
		SP:Iteration 22Q (48993.530000 sec): 3 clusters
  Score: Raw -291887.460671 + Penalty 2687.004341 = -289200.456330
  nChanged 31
		SP:Iteration 23Q (48993.710000 sec): 3 clusters
  Score: Raw -291899.908165 + Penalty 2687.004341 = -289212.903824
  nChanged 25
		SP:Iteration 24Q (48993.930000 sec): 3 clusters
  Score: Raw -291909.241667 + Penalty 2687.004341 = -289222.237326
  nChanged 23
		SP:Iteration 25Q (48994.060000 sec): 3 clusters
  Score: Raw -291917.191352 + Penalty 2687.004341 = -289230.187011
  nChanged 22
		SP:Iteration 26Q (48994.220000 sec): 3 clusters
  Score: Raw -291925.814680 + Penalty 2687.004341 = -289238.810339
  nChanged 18
		SP:Iteration 27Q (48994.380000 sec): 3 clusters
  Score: Raw -291934.958663 + Penalty 2687.004341 = -289247.954322
  nChanged 22
		SP:Iteration 28Q (48994.540000 sec): 3 clusters
  Score: Raw -291943.863819 + Penalty 2687.004341 = -289256.859478
  nChanged 24
		SP:Iteration 29Q (48994.700000 sec): 3 clusters
  Score: Raw -291953.586635 + Penalty 2687.004341 = -289266.582294
  nChanged 27
		SP:Iteration 30Q (48994.870000 sec): 3 clusters
  Score: Raw -291962.927504 + Penalty 2687.004341 = -289275.923163
  nChanged 20
		SP:Iteration 31Q (48995.050000 sec): 3 clusters
  Score: Raw -291972.364280 + Penalty 2687.004341 = -289285.359939
  nChanged 26
		SP:Iteration 32Q (48995.230000 sec): 3 clusters
  Score: Raw -291983.870428 + Penalty 2687.004341 = -289296.866087
  nChanged 21
		SP:Iteration 33Q (48995.400000 sec): 3 clusters
  Score: Raw -291997.270979 + Penalty 2687.004341 = -289310.266638
  nChanged 27
		SP:Iteration 34Q (48995.580000 sec): 3 clusters
  Score: Raw -292010.069846 + Penalty 2687.004341 = -289323.065505
  nChanged 26
		SP:Iteration 35Q (48995.750000 sec): 3 clusters
  Score: Raw -292022.781829 + Penalty 2687.004341 = -289335.777488
  nChanged 21
		SP:Iteration 36Q (48995.930000 sec): 3 clusters
  Score: Raw -292031.455180 + Penalty 2687.004341 = -289344.450839
  nChanged 14
		SP:Iteration 37Q (48996.110000 sec): 3 clusters
  Score: Raw -292036.295887 + Penalty 2687.004341 = -289349.291545
  nChanged 12
		SP:Iteration 38Q (48996.280000 sec): 3 clusters
  Score: Raw -292040.874862 + Penalty 2687.004341 = -289353.870521
  nChanged 9
		SP:Iteration 39Q (48996.460000 sec): 3 clusters
  Score: Raw -292044.432074 + Penalty 2687.004341 = -289357.427733
  nChanged 11
		SP:Iteration 40F (48996.630000 sec): 3 clusters
  Score: Raw -292049.486838 + Penalty 2687.004341 = -289362.482497
  nChanged 12
		SP:Iteration 41Q (48996.810000 sec): 3 clusters
  Score: Raw -292053.816584 + Penalty 2687.004341 = -289366.812243
  nChanged 6
		SP:Iteration 42Q (48996.990000 sec): 3 clusters
  Score: Raw -292056.512382 + Penalty 2687.004341 = -289369.508041
  nChanged 10
		SP:Iteration 43Q (48997.160000 sec): 3 clusters
  Score: Raw -292062.136987 + Penalty 2687.004341 = -289375.132646
  nChanged 12
		SP:Iteration 44Q (48997.340000 sec): 3 clusters
  Score: Raw -292067.637278 + Penalty 2687.004341 = -289380.632937
  nChanged 12
		SP:Iteration 45Q (48997.510000 sec): 3 clusters
  Score: Raw -292072.238229 + Penalty 2687.004341 = -289385.233888
  nChanged 17
		SP:Iteration 46Q (48997.690000 sec): 3 clusters
  Score: Raw -292080.121125 + Penalty 2687.004341 = -289393.116784
  nChanged 16
		SP:Iteration 47Q (48997.870000 sec): 3 clusters
  Score: Raw -292087.714655 + Penalty 2687.004341 = -289400.710314
  nChanged 20
		SP:Iteration 48Q (48998.040000 sec): 3 clusters
  Score: Raw -292100.063130 + Penalty 2687.004341 = -289413.058789
  nChanged 22
		SP:Iteration 49Q (48998.220000 sec): 3 clusters
  Score: Raw -292113.821133 + Penalty 2687.004341 = -289426.816792
  nChanged 19
		SP:Iteration 50Q (48998.390000 sec): 3 clusters
  Score: Raw -292122.459543 + Penalty 2687.004341 = -289435.455202
  nChanged 15
		SP:Iteration 51Q (48998.570000 sec): 3 clusters
  Score: Raw -292130.726159 + Penalty 2687.004341 = -289443.721818
  nChanged 20
		SP:Iteration 52Q (48998.750000 sec): 3 clusters
  Score: Raw -292140.945928 + Penalty 2687.004341 = -289453.941586
  nChanged 16
		SP:Iteration 53Q (48998.920000 sec): 3 clusters
  Score: Raw -292149.158252 + Penalty 2687.004341 = -289462.153911
  nChanged 10
		SP:Iteration 54Q (48999.100000 sec): 3 clusters
  Score: Raw -292156.611301 + Penalty 2687.004341 = -289469.606960
  nChanged 13
		SP:Iteration 55Q (48999.270000 sec): 3 clusters
  Score: Raw -292163.545405 + Penalty 2687.004341 = -289476.541064
  nChanged 8
		SP:Iteration 56Q (48999.450000 sec): 3 clusters
  Score: Raw -292168.105152 + Penalty 2687.004341 = -289481.100811
  nChanged 8
		SP:Iteration 57Q (48999.630000 sec): 3 clusters
  Score: Raw -292174.411695 + Penalty 2687.004341 = -289487.407354
  nChanged 6
		SP:Iteration 58Q (48999.800000 sec): 3 clusters
  Score: Raw -292177.570630 + Penalty 2687.004341 = -289490.566289
  nChanged 10
		SP:Iteration 59Q (48999.970000 sec): 3 clusters
  Score: Raw -292180.689533 + Penalty 2687.004341 = -289493.685192
  nChanged 2
		SP:Iteration 60F (49000.150000 sec): 3 clusters
  Score: Raw -292181.593309 + Penalty 2687.004341 = -289494.588967
  nChanged 4
		SP:Iteration 61Q (49000.330000 sec): 3 clusters
  Score: Raw -292182.807827 + Penalty 2687.004341 = -289495.803486
  nChanged 2
		SP:Iteration 62Q (49000.520000 sec): 3 clusters
  Score: Raw -292183.781114 + Penalty 2687.004341 = -289496.776773
  nChanged 2
		SP:Iteration 63Q (49000.660000 sec): 3 clusters
  Score: Raw -292184.066871 + Penalty 2687.004341 = -289497.062530
  nChanged 1
		SP:Iteration 64Q (49000.820000 sec): 3 clusters
  Score: Raw -292184.251177 + Penalty 2687.004341 = -289497.246836
  nChanged 1
		SP:Iteration 65Q (49000.980000 sec): 3 clusters
  Score: Raw -292184.977558 + Penalty 2687.004341 = -289497.973217
  nChanged 2
		SP:Iteration 66Q (49001.140000 sec): 3 clusters
  Score: Raw -292186.680460 + Penalty 2687.004341 = -289499.676119
  nChanged 2
		SP:Iteration 67Q (49001.300000 sec): 3 clusters
  Score: Raw -292187.300391 + Penalty 2687.004341 = -289500.296050
  nChanged 0
		SP:Iteration 68F (49001.460000 sec): 3 clusters
  Score: Raw -292187.300391 + Penalty 2687.004341 = -289500.296050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49001.530000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49001.690000 sec): 3 clusters
  Score: Raw -140130.902508 + Penalty 2424.472299 = -137706.430209
  nChanged 668
		SP:Iteration 1F (49001.850000 sec): 3 clusters
  Score: Raw -140559.048038 + Penalty 2424.472299 = -138134.575739
  nChanged 134
		SP:Iteration 2F (49002.030000 sec): 3 clusters
  Score: Raw -140657.573130 + Penalty 2424.472299 = -138233.100831
  nChanged 93
		SP:Iteration 3F (49002.210000 sec): 3 clusters
  Score: Raw -140743.810177 + Penalty 2424.472299 = -138319.337878
  nChanged 80
		SP:Iteration 4Q (49002.380000 sec): 3 clusters
  Score: Raw -140812.192466 + Penalty 2424.472299 = -138387.720167
  nChanged 82
		SP:Iteration 5Q (49002.560000 sec): 3 clusters
  Score: Raw -140878.537781 + Penalty 2424.472299 = -138454.065482
  nChanged 70
		SP:Iteration 6Q (49002.750000 sec): 3 clusters
  Score: Raw -140940.799164 + Penalty 2424.472299 = -138516.326865
  nChanged 63
		SP:Iteration 7Q (49002.910000 sec): 3 clusters
  Score: Raw -140993.866285 + Penalty 2424.472299 = -138569.393986
  nChanged 64
		SP:Iteration 8Q (49003.090000 sec): 3 clusters
  Score: Raw -141046.349022 + Penalty 2424.472299 = -138621.876723
  nChanged 60
		SP:Iteration 9Q (49003.260000 sec): 3 clusters
  Score: Raw -141099.293838 + Penalty 2424.472299 = -138674.821539
  nChanged 47
		SP:Iteration 10Q (49003.440000 sec): 3 clusters
  Score: Raw -141141.873076 + Penalty 2424.472299 = -138717.400777
  nChanged 37
		SP:Iteration 11Q (49003.610000 sec): 3 clusters
  Score: Raw -141170.759397 + Penalty 2424.472299 = -138746.287098
  nChanged 36
		SP:Iteration 12Q (49003.790000 sec): 3 clusters
  Score: Raw -141204.141990 + Penalty 2424.472299 = -138779.669691
  nChanged 22
		SP:Iteration 13Q (49003.970000 sec): 3 clusters
  Score: Raw -141220.839487 + Penalty 2424.472299 = -138796.367188
  nChanged 19
		SP:Iteration 14Q (49004.140000 sec): 3 clusters
  Score: Raw -141234.742941 + Penalty 2424.472299 = -138810.270642
  nChanged 7
		SP:Iteration 15Q (49004.320000 sec): 3 clusters
  Score: Raw -141239.661267 + Penalty 2424.472299 = -138815.188967
  nChanged 7
		SP:Iteration 16Q (49004.490000 sec): 3 clusters
  Score: Raw -141249.288298 + Penalty 2424.472299 = -138824.815999
  nChanged 4
		SP:Iteration 17Q (49004.670000 sec): 3 clusters
  Score: Raw -141252.877505 + Penalty 2424.472299 = -138828.405206
  nChanged 4
		SP:Iteration 18Q (49004.840000 sec): 3 clusters
  Score: Raw -141258.104614 + Penalty 2424.472299 = -138833.632315
  nChanged 8
		SP:Iteration 19Q (49005.020000 sec): 3 clusters
  Score: Raw -141264.313677 + Penalty 2424.472299 = -138839.841378
  nChanged 6
		SP:Iteration 20F (49005.190000 sec): 3 clusters
  Score: Raw -141270.601964 + Penalty 2424.472299 = -138846.129665
  nChanged 4
		SP:Iteration 21Q (49005.370000 sec): 3 clusters
  Score: Raw -141276.369966 + Penalty 2424.472299 = -138851.897667
  nChanged 5
		SP:Iteration 22Q (49005.550000 sec): 3 clusters
  Score: Raw -141283.290591 + Penalty 2424.472299 = -138858.818292
  nChanged 8
		SP:Iteration 23Q (49005.720000 sec): 3 clusters
  Score: Raw -141287.907927 + Penalty 2424.472299 = -138863.435628
  nChanged 3
		SP:Iteration 24Q (49005.900000 sec): 3 clusters
  Score: Raw -141291.848738 + Penalty 2424.472299 = -138867.376439
  nChanged 9
		SP:Iteration 25Q (49006.070000 sec): 3 clusters
  Score: Raw -141301.382763 + Penalty 2424.472299 = -138876.910464
  nChanged 5
		SP:Iteration 26Q (49006.250000 sec): 3 clusters
  Score: Raw -141304.726044 + Penalty 2424.472299 = -138880.253745
  nChanged 3
		SP:Iteration 27Q (49006.420000 sec): 3 clusters
  Score: Raw -141306.769829 + Penalty 2424.472299 = -138882.297530
  nChanged 1
		SP:Iteration 28Q (49006.600000 sec): 3 clusters
  Score: Raw -141307.460893 + Penalty 2424.472299 = -138882.988594
  nChanged 0
		SP:Iteration 29F (49006.770000 sec): 3 clusters
  Score: Raw -141307.460893 + Penalty 2424.472299 = -138882.988594
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49006.890000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49007.050000 sec): 3 clusters
  Score: Raw -225010.106417 + Penalty 2572.369477 = -222437.736940
  nChanged 986
		SP:Iteration 1F (49007.190000 sec): 3 clusters
  Score: Raw -225621.500234 + Penalty 2572.369477 = -223049.130758
  nChanged 247
		SP:Iteration 2F (49007.370000 sec): 3 clusters
  Score: Raw -225834.353590 + Penalty 2572.369477 = -223261.984113
  nChanged 193
		SP:Iteration 3F (49007.540000 sec): 3 clusters
  Score: Raw -225982.479373 + Penalty 2572.369477 = -223410.109896
  nChanged 146
		SP:Iteration 4F (49007.720000 sec): 3 clusters
  Score: Raw -226099.027778 + Penalty 2572.369477 = -223526.658301
  nChanged 130
		SP:Iteration 5Q (49007.890000 sec): 3 clusters
  Score: Raw -226203.279117 + Penalty 2572.369477 = -223630.909640
  nChanged 123
		SP:Iteration 6Q (49008.070000 sec): 3 clusters
  Score: Raw -226317.851014 + Penalty 2572.369477 = -223745.481537
  nChanged 99
		SP:Iteration 7Q (49008.250000 sec): 3 clusters
  Score: Raw -226403.294072 + Penalty 2572.369477 = -223830.924595
  nChanged 91
		SP:Iteration 8Q (49008.420000 sec): 3 clusters
  Score: Raw -226468.751403 + Penalty 2572.369477 = -223896.381927
  nChanged 66
		SP:Iteration 9Q (49008.600000 sec): 3 clusters
  Score: Raw -226520.566938 + Penalty 2572.369477 = -223948.197461
  nChanged 65
		SP:Iteration 10Q (49008.770000 sec): 3 clusters
  Score: Raw -226571.726586 + Penalty 2572.369477 = -223999.357109
  nChanged 65
		SP:Iteration 11Q (49008.950000 sec): 3 clusters
  Score: Raw -226611.696810 + Penalty 2572.369477 = -224039.327333
  nChanged 50
		SP:Iteration 12Q (49009.130000 sec): 3 clusters
  Score: Raw -226649.096245 + Penalty 2572.369477 = -224076.726768
  nChanged 42
		SP:Iteration 13Q (49009.300000 sec): 3 clusters
  Score: Raw -226673.019079 + Penalty 2572.369477 = -224100.649603
  nChanged 33
		SP:Iteration 14Q (49009.480000 sec): 3 clusters
  Score: Raw -226688.581306 + Penalty 2572.369477 = -224116.211829
  nChanged 23
		SP:Iteration 15Q (49009.580000 sec): 3 clusters
  Score: Raw -226699.273325 + Penalty 2572.369477 = -224126.903848
  nChanged 14
		SP:Iteration 16Q (49009.750000 sec): 3 clusters
  Score: Raw -226703.621612 + Penalty 2572.369477 = -224131.252135
  nChanged 8
		SP:Iteration 17Q (49009.920000 sec): 3 clusters
  Score: Raw -226706.516698 + Penalty 2572.369477 = -224134.147221
  nChanged 11
		SP:Iteration 18Q (49010.100000 sec): 3 clusters
  Score: Raw -226712.100924 + Penalty 2572.369477 = -224139.731448
  nChanged 9
		SP:Iteration 19Q (49010.270000 sec): 3 clusters
  Score: Raw -226716.951195 + Penalty 2572.369477 = -224144.581718
  nChanged 7
		SP:Iteration 20F (49010.450000 sec): 3 clusters
  Score: Raw -226719.903538 + Penalty 2572.369477 = -224147.534062
  nChanged 5
		SP:Iteration 21Q (49010.630000 sec): 3 clusters
  Score: Raw -226721.767655 + Penalty 2572.369477 = -224149.398178
  nChanged 4
		SP:Iteration 22Q (49010.800000 sec): 3 clusters
  Score: Raw -226722.909150 + Penalty 2572.369477 = -224150.539673
  nChanged 6
		SP:Iteration 23Q (49010.970000 sec): 3 clusters
  Score: Raw -226724.598642 + Penalty 2572.369477 = -224152.229165
  nChanged 5
		SP:Iteration 24Q (49011.150000 sec): 3 clusters
  Score: Raw -226726.017606 + Penalty 2572.369477 = -224153.648130
  nChanged 5
		SP:Iteration 25Q (49011.320000 sec): 3 clusters
  Score: Raw -226727.314545 + Penalty 2572.369477 = -224154.945068
  nChanged 1
		SP:Iteration 26Q (49011.490000 sec): 3 clusters
  Score: Raw -226727.485164 + Penalty 2572.369477 = -224155.115688
  nChanged 0
		SP:Iteration 27F (49011.670000 sec): 3 clusters
  Score: Raw -226727.485164 + Penalty 2572.369477 = -224155.115688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49011.740000 sec): 2 clusters
  Score: Raw -161072.521232 + Penalty 1262.592662 = -159809.928571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49011.920000 sec): 3 clusters
  Score: Raw -160036.718982 + Penalty 2525.185324 = -157511.533658
  nChanged 880
		SP:Iteration 1F (49012.090000 sec): 3 clusters
  Score: Raw -160660.897015 + Penalty 2525.185324 = -158135.711691
  nChanged 218
		SP:Iteration 2F (49012.270000 sec): 3 clusters
  Score: Raw -160892.635879 + Penalty 2525.185324 = -158367.450555
  nChanged 166
		SP:Iteration 3F (49012.450000 sec): 3 clusters
  Score: Raw -161129.993592 + Penalty 2525.185324 = -158604.808268
  nChanged 160
		SP:Iteration 4F (49012.620000 sec): 3 clusters
  Score: Raw -161364.880682 + Penalty 2525.185324 = -158839.695358
  nChanged 147
		SP:Iteration 5F (49012.800000 sec): 3 clusters
  Score: Raw -161561.909748 + Penalty 2525.185324 = -159036.724424
  nChanged 126
		SP:Iteration 6F (49012.970000 sec): 3 clusters
  Score: Raw -161701.209566 + Penalty 2525.185324 = -159176.024243
  nChanged 89
		SP:Iteration 7Q (49013.150000 sec): 3 clusters
  Score: Raw -161792.735946 + Penalty 2525.185324 = -159267.550622
  nChanged 69
		SP:Iteration 8Q (49013.330000 sec): 3 clusters
  Score: Raw -161850.635178 + Penalty 2525.185324 = -159325.449854
  nChanged 57
		SP:Iteration 9Q (49013.500000 sec): 3 clusters
  Score: Raw -161906.848634 + Penalty 2525.185324 = -159381.663311
  nChanged 55
		SP:Iteration 10Q (49013.680000 sec): 3 clusters
  Score: Raw -161960.547168 + Penalty 2525.185324 = -159435.361844
  nChanged 45
		SP:Iteration 11Q (49013.860000 sec): 3 clusters
  Score: Raw -161998.552135 + Penalty 2525.185324 = -159473.366812
  nChanged 30
		SP:Iteration 12Q (49014.030000 sec): 3 clusters
  Score: Raw -162022.300815 + Penalty 2525.185324 = -159497.115491
  nChanged 35
		SP:Iteration 13Q (49014.210000 sec): 3 clusters
  Score: Raw -162047.056604 + Penalty 2525.185324 = -159521.871280
  nChanged 27
		SP:Iteration 14Q (49014.380000 sec): 3 clusters
  Score: Raw -162064.624139 + Penalty 2525.185324 = -159539.438815
  nChanged 21
		SP:Iteration 15Q (49014.560000 sec): 3 clusters
  Score: Raw -162075.087334 + Penalty 2525.185324 = -159549.902011
  nChanged 10
		SP:Iteration 16Q (49014.730000 sec): 3 clusters
  Score: Raw -162079.030946 + Penalty 2525.185324 = -159553.845622
  nChanged 5
		SP:Iteration 17Q (49014.910000 sec): 3 clusters
  Score: Raw -162081.447594 + Penalty 2525.185324 = -159556.262271
  nChanged 7
		SP:Iteration 18Q (49015.080000 sec): 3 clusters
  Score: Raw -162085.911848 + Penalty 2525.185324 = -159560.726525
  nChanged 10
		SP:Iteration 19Q (49015.260000 sec): 3 clusters
  Score: Raw -162088.585063 + Penalty 2525.185324 = -159563.399739
  nChanged 2
		SP:Iteration 20F (49015.440000 sec): 3 clusters
  Score: Raw -162089.151262 + Penalty 2525.185324 = -159563.965938
  nChanged 2
		SP:Iteration 21Q (49015.610000 sec): 3 clusters
  Score: Raw -162089.533421 + Penalty 2525.185324 = -159564.348097
  nChanged 3
		SP:Iteration 22Q (49015.790000 sec): 3 clusters
  Score: Raw -162090.669694 + Penalty 2525.185324 = -159565.484370
  nChanged 1
		SP:Iteration 23Q (49015.960000 sec): 3 clusters
  Score: Raw -162091.806508 + Penalty 2525.185324 = -159566.621184
  nChanged 1
		SP:Iteration 24Q (49016.140000 sec): 3 clusters
  Score: Raw -162092.243195 + Penalty 2525.185324 = -159567.057872
  nChanged 4
		SP:Iteration 25Q (49016.310000 sec): 3 clusters
  Score: Raw -162093.670187 + Penalty 2525.185324 = -159568.484864
  nChanged 3
		SP:Iteration 26Q (49016.490000 sec): 3 clusters
  Score: Raw -162094.909829 + Penalty 2525.185324 = -159569.724505
  nChanged 1
		SP:Iteration 27Q (49016.660000 sec): 3 clusters
  Score: Raw -162094.988280 + Penalty 2525.185324 = -159569.802956
  nChanged 1
		SP:Iteration 28Q (49016.840000 sec): 3 clusters
  Score: Raw -162095.092188 + Penalty 2525.185324 = -159569.906864
  nChanged 0
		SP:Iteration 29F (49017.020000 sec): 3 clusters
  Score: Raw -162095.092188 + Penalty 2525.185324 = -159569.906864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49017.100000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49017.280000 sec): 3 clusters
  Score: Raw -103735.007575 + Penalty 2346.145655 = -101388.861920
  nChanged 465
		SP:Iteration 1F (49017.460000 sec): 3 clusters
  Score: Raw -104126.349475 + Penalty 2346.145655 = -101780.203820
  nChanged 102
		SP:Iteration 2F (49017.630000 sec): 3 clusters
  Score: Raw -104216.303835 + Penalty 2346.145655 = -101870.158180
  nChanged 52
		SP:Iteration 3Q (49017.810000 sec): 3 clusters
  Score: Raw -104270.352419 + Penalty 2346.145655 = -101924.206764
  nChanged 29
		SP:Iteration 4Q (49017.980000 sec): 3 clusters
  Score: Raw -104301.644993 + Penalty 2346.145655 = -101955.499338
  nChanged 27
		SP:Iteration 5Q (49018.160000 sec): 3 clusters
  Score: Raw -104325.359168 + Penalty 2346.145655 = -101979.213513
  nChanged 22
		SP:Iteration 6Q (49018.340000 sec): 3 clusters
  Score: Raw -104336.672124 + Penalty 2346.145655 = -101990.526469
  nChanged 12
		SP:Iteration 7Q (49018.510000 sec): 3 clusters
  Score: Raw -104343.826909 + Penalty 2346.145655 = -101997.681254
  nChanged 8
		SP:Iteration 8Q (49018.690000 sec): 3 clusters
  Score: Raw -104347.751107 + Penalty 2346.145655 = -102001.605452
  nChanged 3
		SP:Iteration 9Q (49018.860000 sec): 3 clusters
  Score: Raw -104350.034679 + Penalty 2346.145655 = -102003.889024
  nChanged 3
		SP:Iteration 10Q (49019.040000 sec): 3 clusters
  Score: Raw -104352.155482 + Penalty 2346.145655 = -102006.009827
  nChanged 2
		SP:Iteration 11Q (49019.220000 sec): 3 clusters
  Score: Raw -104352.988950 + Penalty 2346.145655 = -102006.843295
  nChanged 1
		SP:Iteration 12Q (49019.390000 sec): 3 clusters
  Score: Raw -104353.333172 + Penalty 2346.145655 = -102007.187517
  nChanged 0
		SP:Iteration 13F (49019.560000 sec): 3 clusters
  Score: Raw -104353.333172 + Penalty 2346.145655 = -102007.187517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49019.650000 sec): 2 clusters
  Score: Raw -94364.868311 + Penalty 1169.583245 = -93195.285066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49019.820000 sec): 3 clusters
  Score: Raw -93873.952993 + Penalty 2339.166490 = -91534.786502
  nChanged 434
		SP:Iteration 1F (49020.000000 sec): 3 clusters
  Score: Raw -94273.972697 + Penalty 2339.166490 = -91934.806207
  nChanged 135
		SP:Iteration 2F (49020.170000 sec): 3 clusters
  Score: Raw -94441.033445 + Penalty 2339.166490 = -92101.866955
  nChanged 81
		SP:Iteration 3F (49020.340000 sec): 3 clusters
  Score: Raw -94545.737092 + Penalty 2339.166490 = -92206.570602
  nChanged 63
		SP:Iteration 4Q (49020.520000 sec): 3 clusters
  Score: Raw -94637.107400 + Penalty 2339.166490 = -92297.940910
  nChanged 53
		SP:Iteration 5Q (49020.700000 sec): 3 clusters
  Score: Raw -94702.941069 + Penalty 2339.166490 = -92363.774579
  nChanged 34
		SP:Iteration 6Q (49020.860000 sec): 3 clusters
  Score: Raw -94751.832807 + Penalty 2339.166490 = -92412.666317
  nChanged 23
		SP:Iteration 7Q (49021.040000 sec): 3 clusters
  Score: Raw -94773.156647 + Penalty 2339.166490 = -92433.990157
  nChanged 20
		SP:Iteration 8Q (49021.210000 sec): 3 clusters
  Score: Raw -94792.489133 + Penalty 2339.166490 = -92453.322643
  nChanged 17
		SP:Iteration 9Q (49021.380000 sec): 3 clusters
  Score: Raw -94804.742727 + Penalty 2339.166490 = -92465.576237
  nChanged 10
		SP:Iteration 10Q (49021.560000 sec): 3 clusters
  Score: Raw -94814.009943 + Penalty 2339.166490 = -92474.843453
  nChanged 9
		SP:Iteration 11Q (49021.730000 sec): 3 clusters
  Score: Raw -94819.085065 + Penalty 2339.166490 = -92479.918574
  nChanged 3
		SP:Iteration 12Q (49021.900000 sec): 3 clusters
  Score: Raw -94821.627942 + Penalty 2339.166490 = -92482.461452
  nChanged 4
		SP:Iteration 13Q (49022.080000 sec): 3 clusters
  Score: Raw -94824.622796 + Penalty 2339.166490 = -92485.456306
  nChanged 5
		SP:Iteration 14Q (49022.240000 sec): 3 clusters
  Score: Raw -94827.670836 + Penalty 2339.166490 = -92488.504346
  nChanged 4
		SP:Iteration 15Q (49022.400000 sec): 3 clusters
  Score: Raw -94830.496587 + Penalty 2339.166490 = -92491.330096
  nChanged 6
		SP:Iteration 16Q (49022.560000 sec): 3 clusters
  Score: Raw -94835.444076 + Penalty 2339.166490 = -92496.277586
  nChanged 5
		SP:Iteration 17Q (49022.730000 sec): 3 clusters
  Score: Raw -94838.132791 + Penalty 2339.166490 = -92498.966301
  nChanged 4
		SP:Iteration 18Q (49022.910000 sec): 3 clusters
  Score: Raw -94842.801826 + Penalty 2339.166490 = -92503.635336
  nChanged 3
		SP:Iteration 19Q (49023.080000 sec): 3 clusters
  Score: Raw -94845.180400 + Penalty 2339.166490 = -92506.013910
  nChanged 4
		SP:Iteration 20F (49023.260000 sec): 3 clusters
  Score: Raw -94848.738800 + Penalty 2339.166490 = -92509.572310
  nChanged 4
		SP:Iteration 21Q (49023.430000 sec): 3 clusters
  Score: Raw -94854.792683 + Penalty 2339.166490 = -92515.626193
  nChanged 3
		SP:Iteration 22Q (49023.600000 sec): 3 clusters
  Score: Raw -94856.756964 + Penalty 2339.166490 = -92517.590473
  nChanged 2
		SP:Iteration 23Q (49023.780000 sec): 3 clusters
  Score: Raw -94857.999817 + Penalty 2339.166490 = -92518.833327
  nChanged 1
		SP:Iteration 24Q (49023.950000 sec): 3 clusters
  Score: Raw -94858.672213 + Penalty 2339.166490 = -92519.505723
  nChanged 2
		SP:Iteration 25Q (49024.120000 sec): 3 clusters
  Score: Raw -94862.408966 + Penalty 2339.166490 = -92523.242476
  nChanged 4
		SP:Iteration 26Q (49024.300000 sec): 3 clusters
  Score: Raw -94867.670685 + Penalty 2339.166490 = -92528.504194
  nChanged 3
		SP:Iteration 27Q (49024.470000 sec): 3 clusters
  Score: Raw -94871.432436 + Penalty 2339.166490 = -92532.265946
  nChanged 4
		SP:Iteration 28Q (49024.640000 sec): 3 clusters
  Score: Raw -94873.907373 + Penalty 2339.166490 = -92534.740883
  nChanged 2
		SP:Iteration 29Q (49024.820000 sec): 3 clusters
  Score: Raw -94874.720526 + Penalty 2339.166490 = -92535.554036
  nChanged 0
		SP:Iteration 30F (49024.990000 sec): 3 clusters
  Score: Raw -94874.720526 + Penalty 2339.166490 = -92535.554036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49025.080000 sec): 2 clusters
  Score: Raw -50143.043082 + Penalty 1072.036177 = -49071.006906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49025.250000 sec): 3 clusters
  Score: Raw -49979.819665 + Penalty 2144.072353 = -47835.747312
  nChanged 192
		SP:Iteration 1F (49025.420000 sec): 3 clusters
  Score: Raw -50195.545645 + Penalty 2144.072353 = -48051.473292
  nChanged 34
		SP:Iteration 2Q (49025.600000 sec): 3 clusters
  Score: Raw -50231.223796 + Penalty 2144.072353 = -48087.151443
  nChanged 22
		SP:Iteration 3Q (49025.770000 sec): 3 clusters
  Score: Raw -50267.403372 + Penalty 2144.072353 = -48123.331019
  nChanged 15
		SP:Iteration 4Q (49025.940000 sec): 3 clusters
  Score: Raw -50282.748565 + Penalty 2144.072353 = -48138.676212
  nChanged 11
		SP:Iteration 5Q (49026.120000 sec): 3 clusters
  Score: Raw -50297.870466 + Penalty 2144.072353 = -48153.798113
  nChanged 10
		SP:Iteration 6Q (49026.290000 sec): 3 clusters
  Score: Raw -50316.206380 + Penalty 2144.072353 = -48172.134027
  nChanged 6
		SP:Iteration 7Q (49026.460000 sec): 3 clusters
  Score: Raw -50333.812330 + Penalty 2144.072353 = -48189.739977
  nChanged 12
		SP:Iteration 8Q (49026.640000 sec): 3 clusters
  Score: Raw -50355.725209 + Penalty 2144.072353 = -48211.652856
  nChanged 11
		SP:Iteration 9Q (49026.810000 sec): 3 clusters
  Score: Raw -50371.774271 + Penalty 2144.072353 = -48227.701917
  nChanged 7
		SP:Iteration 10Q (49026.980000 sec): 3 clusters
  Score: Raw -50383.463607 + Penalty 2144.072353 = -48239.391254
  nChanged 9
		SP:Iteration 11Q (49027.160000 sec): 3 clusters
  Score: Raw -50398.263416 + Penalty 2144.072353 = -48254.191063
  nChanged 10
		SP:Iteration 12Q (49027.330000 sec): 3 clusters
  Score: Raw -50426.826403 + Penalty 2144.072353 = -48282.754050
  nChanged 8
		SP:Iteration 13Q (49027.500000 sec): 3 clusters
  Score: Raw -50446.216371 + Penalty 2144.072353 = -48302.144018
  nChanged 9
		SP:Iteration 14Q (49027.680000 sec): 3 clusters
  Score: Raw -50462.117679 + Penalty 2144.072353 = -48318.045326
  nChanged 11
		SP:Iteration 15Q (49027.850000 sec): 3 clusters
  Score: Raw -50475.134321 + Penalty 2144.072353 = -48331.061968
  nChanged 6
		SP:Iteration 16Q (49028.020000 sec): 3 clusters
  Score: Raw -50481.865127 + Penalty 2144.072353 = -48337.792774
  nChanged 5
		SP:Iteration 17Q (49028.200000 sec): 3 clusters
  Score: Raw -50488.912867 + Penalty 2144.072353 = -48344.840513
  nChanged 3
		SP:Iteration 18Q (49028.370000 sec): 3 clusters
  Score: Raw -50492.740757 + Penalty 2144.072353 = -48348.668404
  nChanged 3
		SP:Iteration 19Q (49028.540000 sec): 3 clusters
  Score: Raw -50495.326473 + Penalty 2144.072353 = -48351.254120
  nChanged 3
		SP:Iteration 20F (49028.720000 sec): 3 clusters
  Score: Raw -50497.724018 + Penalty 2144.072353 = -48353.651665
  nChanged 3
		SP:Iteration 21Q (49028.890000 sec): 3 clusters
  Score: Raw -50500.901737 + Penalty 2144.072353 = -48356.829384
  nChanged 1
		SP:Iteration 22Q (49029.060000 sec): 3 clusters
  Score: Raw -50501.767365 + Penalty 2144.072353 = -48357.695012
  nChanged 4
		SP:Iteration 23Q (49029.240000 sec): 3 clusters
  Score: Raw -50506.172404 + Penalty 2144.072353 = -48362.100050
  nChanged 2
		SP:Iteration 24Q (49029.410000 sec): 3 clusters
  Score: Raw -50508.181561 + Penalty 2144.072353 = -48364.109208
  nChanged 5
		SP:Iteration 25Q (49029.590000 sec): 3 clusters
  Score: Raw -50515.397441 + Penalty 2144.072353 = -48371.325088
  nChanged 4
		SP:Iteration 26Q (49029.760000 sec): 3 clusters
  Score: Raw -50520.814478 + Penalty 2144.072353 = -48376.742125
  nChanged 3
		SP:Iteration 27Q (49029.930000 sec): 3 clusters
  Score: Raw -50523.725441 + Penalty 2144.072353 = -48379.653088
  nChanged 1
		SP:Iteration 28Q (49030.110000 sec): 3 clusters
  Score: Raw -50525.626798 + Penalty 2144.072353 = -48381.554445
  nChanged 0
		SP:Iteration 29F (49030.280000 sec): 3 clusters
  Score: Raw -50525.626798 + Penalty 2144.072353 = -48381.554445
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49030.350000 sec): 2 clusters
  Score: Raw -209918.478901 + Penalty 1290.749317 = -208627.729585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49030.520000 sec): 3 clusters
  Score: Raw -208615.123379 + Penalty 2581.498633 = -206033.624746
  nChanged 1038
		SP:Iteration 1F (49030.700000 sec): 3 clusters
  Score: Raw -209296.867726 + Penalty 2581.498633 = -206715.369093
  nChanged 250
		SP:Iteration 2F (49030.870000 sec): 3 clusters
  Score: Raw -209531.740133 + Penalty 2581.498633 = -206950.241500
  nChanged 192
		SP:Iteration 3F (49031.040000 sec): 3 clusters
  Score: Raw -209708.722531 + Penalty 2581.498633 = -207127.223898
  nChanged 150
		SP:Iteration 4F (49031.220000 sec): 3 clusters
  Score: Raw -209845.458777 + Penalty 2581.498633 = -207263.960144
  nChanged 120
		SP:Iteration 5Q (49031.390000 sec): 3 clusters
  Score: Raw -209944.775449 + Penalty 2581.498633 = -207363.276816
  nChanged 99
		SP:Iteration 6Q (49031.560000 sec): 3 clusters
  Score: Raw -210026.488342 + Penalty 2581.498633 = -207444.989709
  nChanged 97
		SP:Iteration 7Q (49031.740000 sec): 3 clusters
  Score: Raw -210098.723807 + Penalty 2581.498633 = -207517.225173
  nChanged 84
		SP:Iteration 8Q (49031.900000 sec): 3 clusters
  Score: Raw -210152.797819 + Penalty 2581.498633 = -207571.299186
  nChanged 58
		SP:Iteration 9Q (49032.060000 sec): 3 clusters
  Score: Raw -210191.417713 + Penalty 2581.498633 = -207609.919080
  nChanged 42
		SP:Iteration 10Q (49032.220000 sec): 3 clusters
  Score: Raw -210217.253567 + Penalty 2581.498633 = -207635.754934
  nChanged 35
		SP:Iteration 11Q (49032.380000 sec): 3 clusters
  Score: Raw -210233.321917 + Penalty 2581.498633 = -207651.823283
  nChanged 31
		SP:Iteration 12Q (49032.540000 sec): 3 clusters
  Score: Raw -210250.518607 + Penalty 2581.498633 = -207669.019974
  nChanged 27
		SP:Iteration 13Q (49032.710000 sec): 3 clusters
  Score: Raw -210262.219276 + Penalty 2581.498633 = -207680.720643
  nChanged 20
		SP:Iteration 14Q (49032.880000 sec): 3 clusters
  Score: Raw -210272.432481 + Penalty 2581.498633 = -207690.933848
  nChanged 16
		SP:Iteration 15Q (49033.060000 sec): 3 clusters
  Score: Raw -210278.478059 + Penalty 2581.498633 = -207696.979426
  nChanged 14
		SP:Iteration 16Q (49033.230000 sec): 3 clusters
  Score: Raw -210285.770542 + Penalty 2581.498633 = -207704.271909
  nChanged 12
		SP:Iteration 17Q (49033.410000 sec): 3 clusters
  Score: Raw -210290.604134 + Penalty 2581.498633 = -207709.105501
  nChanged 13
		SP:Iteration 18Q (49033.580000 sec): 3 clusters
  Score: Raw -210294.049779 + Penalty 2581.498633 = -207712.551146
  nChanged 8
		SP:Iteration 19Q (49033.750000 sec): 3 clusters
  Score: Raw -210296.387921 + Penalty 2581.498633 = -207714.889288
  nChanged 5
		SP:Iteration 20F (49033.930000 sec): 3 clusters
  Score: Raw -210298.106850 + Penalty 2581.498633 = -207716.608217
  nChanged 2
		SP:Iteration 21Q (49034.100000 sec): 3 clusters
  Score: Raw -210298.771792 + Penalty 2581.498633 = -207717.273159
  nChanged 2
		SP:Iteration 22Q (49034.270000 sec): 3 clusters
  Score: Raw -210299.309977 + Penalty 2581.498633 = -207717.811344
  nChanged 4
		SP:Iteration 23Q (49034.450000 sec): 3 clusters
  Score: Raw -210300.763690 + Penalty 2581.498633 = -207719.265057
  nChanged 3
		SP:Iteration 24Q (49034.620000 sec): 3 clusters
  Score: Raw -210301.708312 + Penalty 2581.498633 = -207720.209679
  nChanged 1
		SP:Iteration 25Q (49034.800000 sec): 3 clusters
  Score: Raw -210302.008207 + Penalty 2581.498633 = -207720.509574
  nChanged 2
		SP:Iteration 26Q (49034.970000 sec): 3 clusters
  Score: Raw -210302.517951 + Penalty 2581.498633 = -207721.019318
  nChanged 0
		SP:Iteration 27F (49035.140000 sec): 3 clusters
  Score: Raw -210302.517951 + Penalty 2581.498633 = -207721.019318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49035.220000 sec): 2 clusters
  Score: Raw -163124.950731 + Penalty 1224.225228 = -161900.725503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49035.400000 sec): 3 clusters
  Score: Raw -162352.955645 + Penalty 2448.450456 = -159904.505189
  nChanged 648
		SP:Iteration 1F (49035.570000 sec): 3 clusters
  Score: Raw -162764.519506 + Penalty 2448.450456 = -160316.069050
  nChanged 143
		SP:Iteration 2F (49035.740000 sec): 3 clusters
  Score: Raw -162877.073374 + Penalty 2448.450456 = -160428.622918
  nChanged 94
		SP:Iteration 3F (49035.920000 sec): 3 clusters
  Score: Raw -162936.136314 + Penalty 2448.450456 = -160487.685858
  nChanged 61
		SP:Iteration 4Q (49036.090000 sec): 3 clusters
  Score: Raw -162982.194043 + Penalty 2448.450456 = -160533.743587
  nChanged 66
		SP:Iteration 5Q (49036.260000 sec): 3 clusters
  Score: Raw -163033.431435 + Penalty 2448.450456 = -160584.980979
  nChanged 59
		SP:Iteration 6Q (49036.440000 sec): 3 clusters
  Score: Raw -163077.115059 + Penalty 2448.450456 = -160628.664603
  nChanged 58
		SP:Iteration 7Q (49036.610000 sec): 3 clusters
  Score: Raw -163119.259910 + Penalty 2448.450456 = -160670.809455
  nChanged 61
		SP:Iteration 8Q (49036.780000 sec): 3 clusters
  Score: Raw -163179.431224 + Penalty 2448.450456 = -160730.980768
  nChanged 72
		SP:Iteration 9Q (49036.960000 sec): 3 clusters
  Score: Raw -163264.464527 + Penalty 2448.450456 = -160816.014071
  nChanged 70
		SP:Iteration 10Q (49037.130000 sec): 3 clusters
  Score: Raw -163335.530960 + Penalty 2448.450456 = -160887.080505
  nChanged 68
		SP:Iteration 11Q (49037.300000 sec): 3 clusters
  Score: Raw -163418.799563 + Penalty 2448.450456 = -160970.349107
  nChanged 62
		SP:Iteration 12Q (49037.480000 sec): 3 clusters
  Score: Raw -163496.851437 + Penalty 2448.450456 = -161048.400981
  nChanged 45
		SP:Iteration 13Q (49037.650000 sec): 3 clusters
  Score: Raw -163543.302801 + Penalty 2448.450456 = -161094.852345
  nChanged 35
		SP:Iteration 14Q (49037.820000 sec): 3 clusters
  Score: Raw -163586.775369 + Penalty 2448.450456 = -161138.324913
  nChanged 26
		SP:Iteration 15Q (49038.000000 sec): 3 clusters
  Score: Raw -163642.945629 + Penalty 2448.450456 = -161194.495174
  nChanged 28
		SP:Iteration 16Q (49038.170000 sec): 3 clusters
  Score: Raw -163676.549676 + Penalty 2448.450456 = -161228.099221
  nChanged 21
		SP:Iteration 17Q (49038.340000 sec): 3 clusters
  Score: Raw -163697.244788 + Penalty 2448.450456 = -161248.794332
  nChanged 22
		SP:Iteration 18Q (49038.520000 sec): 3 clusters
  Score: Raw -163715.953787 + Penalty 2448.450456 = -161267.503331
  nChanged 15
		SP:Iteration 19Q (49038.690000 sec): 3 clusters
  Score: Raw -163727.180256 + Penalty 2448.450456 = -161278.729800
  nChanged 8
		SP:Iteration 20F (49038.860000 sec): 3 clusters
  Score: Raw -163733.189579 + Penalty 2448.450456 = -161284.739123
  nChanged 8
		SP:Iteration 21Q (49039.040000 sec): 3 clusters
  Score: Raw -163738.225541 + Penalty 2448.450456 = -161289.775086
  nChanged 3
		SP:Iteration 22Q (49039.210000 sec): 3 clusters
  Score: Raw -163741.061128 + Penalty 2448.450456 = -161292.610672
  nChanged 4
		SP:Iteration 23Q (49039.380000 sec): 3 clusters
  Score: Raw -163743.916902 + Penalty 2448.450456 = -161295.466446
  nChanged 1
		SP:Iteration 24Q (49039.560000 sec): 3 clusters
  Score: Raw -163744.195682 + Penalty 2448.450456 = -161295.745226
  nChanged 1
		SP:Iteration 25Q (49039.730000 sec): 3 clusters
  Score: Raw -163744.453193 + Penalty 2448.450456 = -161296.002737
  nChanged 0
		SP:Iteration 26F (49039.900000 sec): 3 clusters
  Score: Raw -163744.453193 + Penalty 2448.450456 = -161296.002737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49039.990000 sec): 2 clusters
  Score: Raw -40636.966423 + Penalty 1007.912022 = -39629.054401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49040.160000 sec): 3 clusters
  Score: Raw -40583.799569 + Penalty 2015.824043 = -38567.975526
  nChanged 102
		SP:Iteration 1F (49040.340000 sec): 3 clusters
  Score: Raw -40696.197216 + Penalty 2015.824043 = -38680.373173
  nChanged 23
		SP:Iteration 2Q (49040.510000 sec): 3 clusters
  Score: Raw -40736.258003 + Penalty 2015.824043 = -38720.433960
  nChanged 15
		SP:Iteration 3Q (49040.680000 sec): 3 clusters
  Score: Raw -40754.920422 + Penalty 2015.824043 = -38739.096378
  nChanged 6
		SP:Iteration 4Q (49040.860000 sec): 3 clusters
  Score: Raw -40761.715738 + Penalty 2015.824043 = -38745.891695
  nChanged 4
		SP:Iteration 5Q (49041.030000 sec): 3 clusters
  Score: Raw -40766.920333 + Penalty 2015.824043 = -38751.096290
  nChanged 2
		SP:Iteration 6Q (49041.200000 sec): 3 clusters
  Score: Raw -40768.425262 + Penalty 2015.824043 = -38752.601219
  nChanged 0
		SP:Iteration 7F (49041.380000 sec): 3 clusters
  Score: Raw -40768.425262 + Penalty 2015.824043 = -38752.601219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49041.450000 sec): 2 clusters
  Score: Raw -232710.158883 + Penalty 1290.344872 = -231419.814011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49041.620000 sec): 3 clusters
  Score: Raw -231380.957245 + Penalty 2580.689744 = -228800.267501
  nChanged 1078
		SP:Iteration 1F (49041.800000 sec): 3 clusters
  Score: Raw -232007.523711 + Penalty 2580.689744 = -229426.833967
  nChanged 220
		SP:Iteration 2F (49041.970000 sec): 3 clusters
  Score: Raw -232168.849326 + Penalty 2580.689744 = -229588.159582
  nChanged 182
		SP:Iteration 3F (49042.140000 sec): 3 clusters
  Score: Raw -232351.654873 + Penalty 2580.689744 = -229770.965129
  nChanged 164
		SP:Iteration 4F (49042.320000 sec): 3 clusters
  Score: Raw -232523.112598 + Penalty 2580.689744 = -229942.422854
  nChanged 148
		SP:Iteration 5F (49042.490000 sec): 3 clusters
  Score: Raw -232673.061709 + Penalty 2580.689744 = -230092.371965
  nChanged 136
		SP:Iteration 6Q (49042.660000 sec): 3 clusters
  Score: Raw -232807.496566 + Penalty 2580.689744 = -230226.806822
  nChanged 114
		SP:Iteration 7Q (49042.840000 sec): 3 clusters
  Score: Raw -232917.654489 + Penalty 2580.689744 = -230336.964746
  nChanged 102
		SP:Iteration 8Q (49043.010000 sec): 3 clusters
  Score: Raw -233022.504748 + Penalty 2580.689744 = -230441.815004
  nChanged 101
		SP:Iteration 9Q (49043.180000 sec): 3 clusters
  Score: Raw -233135.598412 + Penalty 2580.689744 = -230554.908668
  nChanged 102
		SP:Iteration 10Q (49043.360000 sec): 3 clusters
  Score: Raw -233256.320207 + Penalty 2580.689744 = -230675.630463
  nChanged 94
		SP:Iteration 11Q (49043.530000 sec): 3 clusters
  Score: Raw -233410.014665 + Penalty 2580.689744 = -230829.324921
  nChanged 101
		SP:Iteration 12Q (49043.700000 sec): 3 clusters
  Score: Raw -233604.675907 + Penalty 2580.689744 = -231023.986163
  nChanged 109
		SP:Iteration 13Q (49043.880000 sec): 3 clusters
  Score: Raw -233800.753653 + Penalty 2580.689744 = -231220.063910
  nChanged 54
		SP:Iteration 14Q (49044.050000 sec): 3 clusters
  Score: Raw -233852.653473 + Penalty 2580.689744 = -231271.963729
  nChanged 21
		SP:Iteration 15Q (49044.220000 sec): 3 clusters
  Score: Raw -233863.849187 + Penalty 2580.689744 = -231283.159443
  nChanged 6
		SP:Iteration 16Q (49044.400000 sec): 3 clusters
  Score: Raw -233867.082498 + Penalty 2580.689744 = -231286.392754
  nChanged 3
		SP:Iteration 17Q (49044.570000 sec): 3 clusters
  Score: Raw -233868.148198 + Penalty 2580.689744 = -231287.458454
  nChanged 1
		SP:Iteration 18Q (49044.750000 sec): 3 clusters
  Score: Raw -233868.415644 + Penalty 2580.689744 = -231287.725900
  nChanged 0
		SP:Iteration 19F (49044.920000 sec): 3 clusters
  Score: Raw -233868.415644 + Penalty 2580.689744 = -231287.725900
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49045.010000 sec): 2 clusters
  Score: Raw -38977.596610 + Penalty 1041.385929 = -37936.210681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49045.180000 sec): 3 clusters
  Score: Raw -38857.678264 + Penalty 2082.771857 = -36774.906407
  nChanged 155
		SP:Iteration 1F (49045.360000 sec): 3 clusters
  Score: Raw -39080.137279 + Penalty 2082.771857 = -36997.365422
  nChanged 45
		SP:Iteration 2F (49045.530000 sec): 3 clusters
  Score: Raw -39160.186607 + Penalty 2082.771857 = -37077.414750
  nChanged 17
		SP:Iteration 3Q (49045.700000 sec): 3 clusters
  Score: Raw -39186.036492 + Penalty 2082.771857 = -37103.264635
  nChanged 11
		SP:Iteration 4Q (49045.880000 sec): 3 clusters
  Score: Raw -39198.943102 + Penalty 2082.771857 = -37116.171245
  nChanged 5
		SP:Iteration 5Q (49046.050000 sec): 3 clusters
  Score: Raw -39204.349873 + Penalty 2082.771857 = -37121.578016
  nChanged 2
		SP:Iteration 6Q (49046.220000 sec): 3 clusters
  Score: Raw -39207.401988 + Penalty 2082.771857 = -37124.630131
  nChanged 0
		SP:Iteration 7F (49046.400000 sec): 3 clusters
  Score: Raw -39207.401988 + Penalty 2082.771857 = -37124.630131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49046.480000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49046.660000 sec): 3 clusters
  Score: Raw -161748.973038 + Penalty 2486.614057 = -159262.358980
  nChanged 760
		SP:Iteration 1F (49046.830000 sec): 3 clusters
  Score: Raw -162229.069593 + Penalty 2486.614057 = -159742.455536
  nChanged 174
		SP:Iteration 2F (49047.000000 sec): 3 clusters
  Score: Raw -162352.485486 + Penalty 2486.614057 = -159865.871429
  nChanged 103
		SP:Iteration 3Q (49047.180000 sec): 3 clusters
  Score: Raw -162430.997885 + Penalty 2486.614057 = -159944.383828
  nChanged 77
		SP:Iteration 4Q (49047.350000 sec): 3 clusters
  Score: Raw -162485.481092 + Penalty 2486.614057 = -159998.867035
  nChanged 69
		SP:Iteration 5Q (49047.520000 sec): 3 clusters
  Score: Raw -162535.870265 + Penalty 2486.614057 = -160049.256208
  nChanged 66
		SP:Iteration 6Q (49047.700000 sec): 3 clusters
  Score: Raw -162581.974218 + Penalty 2486.614057 = -160095.360161
  nChanged 77
		SP:Iteration 7Q (49047.870000 sec): 3 clusters
  Score: Raw -162645.708874 + Penalty 2486.614057 = -160159.094817
  nChanged 75
		SP:Iteration 8Q (49048.040000 sec): 3 clusters
  Score: Raw -162705.020208 + Penalty 2486.614057 = -160218.406151
  nChanged 76
		SP:Iteration 9Q (49048.220000 sec): 3 clusters
  Score: Raw -162787.555107 + Penalty 2486.614057 = -160300.941050
  nChanged 78
		SP:Iteration 10Q (49048.390000 sec): 3 clusters
  Score: Raw -162868.052862 + Penalty 2486.614057 = -160381.438805
  nChanged 71
		SP:Iteration 11Q (49048.560000 sec): 3 clusters
  Score: Raw -162944.363141 + Penalty 2486.614057 = -160457.749084
  nChanged 62
		SP:Iteration 12Q (49048.740000 sec): 3 clusters
  Score: Raw -162998.132845 + Penalty 2486.614057 = -160511.518788
  nChanged 36
		SP:Iteration 13Q (49048.910000 sec): 3 clusters
  Score: Raw -163026.077925 + Penalty 2486.614057 = -160539.463868
  nChanged 23
		SP:Iteration 14Q (49049.080000 sec): 3 clusters
  Score: Raw -163038.424969 + Penalty 2486.614057 = -160551.810912
  nChanged 14
		SP:Iteration 15Q (49049.260000 sec): 3 clusters
  Score: Raw -163047.354137 + Penalty 2486.614057 = -160560.740079
  nChanged 9
		SP:Iteration 16Q (49049.430000 sec): 3 clusters
  Score: Raw -163052.273876 + Penalty 2486.614057 = -160565.659819
  nChanged 10
		SP:Iteration 17Q (49049.600000 sec): 3 clusters
  Score: Raw -163057.792498 + Penalty 2486.614057 = -160571.178441
  nChanged 7
		SP:Iteration 18Q (49049.780000 sec): 3 clusters
  Score: Raw -163062.245447 + Penalty 2486.614057 = -160575.631390
  nChanged 5
		SP:Iteration 19Q (49049.950000 sec): 3 clusters
  Score: Raw -163064.795498 + Penalty 2486.614057 = -160578.181441
  nChanged 0
		SP:Iteration 20F (49050.120000 sec): 3 clusters
  Score: Raw -163064.795498 + Penalty 2486.614057 = -160578.181441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49050.210000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49050.380000 sec): 3 clusters
  Score: Raw -151451.851392 + Penalty 2468.500866 = -148983.350527
  nChanged 674
		SP:Iteration 1F (49050.560000 sec): 3 clusters
  Score: Raw -151855.754890 + Penalty 2468.500866 = -149387.254024
  nChanged 152
		SP:Iteration 2F (49050.730000 sec): 3 clusters
  Score: Raw -151954.220074 + Penalty 2468.500866 = -149485.719209
  nChanged 88
		SP:Iteration 3Q (49050.900000 sec): 3 clusters
  Score: Raw -152020.125493 + Penalty 2468.500866 = -149551.624628
  nChanged 70
		SP:Iteration 4Q (49051.070000 sec): 3 clusters
  Score: Raw -152065.799450 + Penalty 2468.500866 = -149597.298585
  nChanged 65
		SP:Iteration 5Q (49051.250000 sec): 3 clusters
  Score: Raw -152112.768781 + Penalty 2468.500866 = -149644.267916
  nChanged 65
		SP:Iteration 6Q (49051.420000 sec): 3 clusters
  Score: Raw -152157.792007 + Penalty 2468.500866 = -149689.291141
  nChanged 56
		SP:Iteration 7Q (49051.590000 sec): 3 clusters
  Score: Raw -152204.638291 + Penalty 2468.500866 = -149736.137425
  nChanged 52
		SP:Iteration 8Q (49051.770000 sec): 3 clusters
  Score: Raw -152240.773859 + Penalty 2468.500866 = -149772.272993
  nChanged 45
		SP:Iteration 9Q (49051.940000 sec): 3 clusters
  Score: Raw -152271.179710 + Penalty 2468.500866 = -149802.678845
  nChanged 35
		SP:Iteration 10Q (49052.120000 sec): 3 clusters
  Score: Raw -152294.169884 + Penalty 2468.500866 = -149825.669019
  nChanged 27
		SP:Iteration 11Q (49052.290000 sec): 3 clusters
  Score: Raw -152315.029358 + Penalty 2468.500866 = -149846.528493
  nChanged 34
		SP:Iteration 12Q (49052.460000 sec): 3 clusters
  Score: Raw -152340.434625 + Penalty 2468.500866 = -149871.933760
  nChanged 35
		SP:Iteration 13Q (49052.640000 sec): 3 clusters
  Score: Raw -152366.513203 + Penalty 2468.500866 = -149898.012338
  nChanged 28
		SP:Iteration 14Q (49052.810000 sec): 3 clusters
  Score: Raw -152387.873711 + Penalty 2468.500866 = -149919.372845
  nChanged 19
		SP:Iteration 15Q (49052.990000 sec): 3 clusters
  Score: Raw -152400.888777 + Penalty 2468.500866 = -149932.387911
  nChanged 18
		SP:Iteration 16Q (49053.160000 sec): 3 clusters
  Score: Raw -152410.861539 + Penalty 2468.500866 = -149942.360673
  nChanged 12
		SP:Iteration 17Q (49053.340000 sec): 3 clusters
  Score: Raw -152416.580352 + Penalty 2468.500866 = -149948.079486
  nChanged 9
		SP:Iteration 18Q (49053.520000 sec): 3 clusters
  Score: Raw -152422.319306 + Penalty 2468.500866 = -149953.818440
  nChanged 8
		SP:Iteration 19Q (49053.690000 sec): 3 clusters
  Score: Raw -152425.016670 + Penalty 2468.500866 = -149956.515805
  nChanged 2
		SP:Iteration 20F (49053.870000 sec): 3 clusters
  Score: Raw -152425.634079 + Penalty 2468.500866 = -149957.133213
  nChanged 3
		SP:Iteration 21Q (49054.040000 sec): 3 clusters
  Score: Raw -152427.458932 + Penalty 2468.500866 = -149958.958066
  nChanged 1
		SP:Iteration 22Q (49054.220000 sec): 3 clusters
  Score: Raw -152428.018298 + Penalty 2468.500866 = -149959.517432
  nChanged 1
		SP:Iteration 23Q (49054.400000 sec): 3 clusters
  Score: Raw -152428.517391 + Penalty 2468.500866 = -149960.016526
  nChanged 1
		SP:Iteration 24Q (49054.570000 sec): 3 clusters
  Score: Raw -152428.839937 + Penalty 2468.500866 = -149960.339072
  nChanged 2
		SP:Iteration 25Q (49054.750000 sec): 3 clusters
  Score: Raw -152429.743772 + Penalty 2468.500866 = -149961.242906
  nChanged 2
		SP:Iteration 26Q (49054.920000 sec): 3 clusters
  Score: Raw -152430.173257 + Penalty 2468.500866 = -149961.672391
  nChanged 0
		SP:Iteration 27F (49055.140000 sec): 3 clusters
  Score: Raw -152430.173257 + Penalty 2468.500866 = -149961.672391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49055.220000 sec): 2 clusters
  Score: Raw -167541.411036 + Penalty 1243.692923 = -166297.718113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49055.370000 sec): 3 clusters
  Score: Raw -166656.139235 + Penalty 2487.385846 = -164168.753390
  nChanged 752
		SP:Iteration 1F (49055.520000 sec): 3 clusters
  Score: Raw -167190.698061 + Penalty 2487.385846 = -164703.312216
  nChanged 215
		SP:Iteration 2F (49055.670000 sec): 3 clusters
  Score: Raw -167442.865594 + Penalty 2487.385846 = -164955.479749
  nChanged 181
		SP:Iteration 3F (49055.820000 sec): 3 clusters
  Score: Raw -167662.217562 + Penalty 2487.385846 = -165174.831717
  nChanged 138
		SP:Iteration 4F (49055.970000 sec): 3 clusters
  Score: Raw -167836.802682 + Penalty 2487.385846 = -165349.416837
  nChanged 110
		SP:Iteration 5F (49056.130000 sec): 3 clusters
  Score: Raw -167951.903549 + Penalty 2487.385846 = -165464.517703
  nChanged 69
		SP:Iteration 6Q (49056.290000 sec): 3 clusters
  Score: Raw -168013.191976 + Penalty 2487.385846 = -165525.806131
  nChanged 47
		SP:Iteration 7Q (49056.440000 sec): 3 clusters
  Score: Raw -168047.868848 + Penalty 2487.385846 = -165560.483003
  nChanged 30
		SP:Iteration 8Q (49056.580000 sec): 3 clusters
  Score: Raw -168073.387506 + Penalty 2487.385846 = -165586.001660
  nChanged 26
		SP:Iteration 9Q (49056.730000 sec): 3 clusters
  Score: Raw -168092.379863 + Penalty 2487.385846 = -165604.994017
  nChanged 24
		SP:Iteration 10Q (49056.880000 sec): 3 clusters
  Score: Raw -168112.027959 + Penalty 2487.385846 = -165624.642113
  nChanged 21
		SP:Iteration 11Q (49057.020000 sec): 3 clusters
  Score: Raw -168127.490426 + Penalty 2487.385846 = -165640.104581
  nChanged 14
		SP:Iteration 12Q (49057.170000 sec): 3 clusters
  Score: Raw -168134.700622 + Penalty 2487.385846 = -165647.314777
  nChanged 9
		SP:Iteration 13Q (49057.320000 sec): 3 clusters
  Score: Raw -168138.931896 + Penalty 2487.385846 = -165651.546050
  nChanged 5
		SP:Iteration 14Q (49057.460000 sec): 3 clusters
  Score: Raw -168141.656725 + Penalty 2487.385846 = -165654.270879
  nChanged 7
		SP:Iteration 15Q (49057.610000 sec): 3 clusters
  Score: Raw -168145.993261 + Penalty 2487.385846 = -165658.607415
  nChanged 8
		SP:Iteration 16Q (49057.720000 sec): 3 clusters
  Score: Raw -168150.029899 + Penalty 2487.385846 = -165662.644054
  nChanged 8
		SP:Iteration 17Q (49057.900000 sec): 3 clusters
  Score: Raw -168156.667192 + Penalty 2487.385846 = -165669.281347
  nChanged 9
		SP:Iteration 18Q (49058.080000 sec): 3 clusters
  Score: Raw -168165.501943 + Penalty 2487.385846 = -165678.116097
  nChanged 10
		SP:Iteration 19Q (49058.250000 sec): 3 clusters
  Score: Raw -168173.347197 + Penalty 2487.385846 = -165685.961351
  nChanged 7
		SP:Iteration 20F (49058.430000 sec): 3 clusters
  Score: Raw -168177.658859 + Penalty 2487.385846 = -165690.273014
  nChanged 3
		SP:Iteration 21Q (49058.600000 sec): 3 clusters
  Score: Raw -168178.942657 + Penalty 2487.385846 = -165691.556811
  nChanged 1
		SP:Iteration 22Q (49058.780000 sec): 3 clusters
  Score: Raw -168179.455467 + Penalty 2487.385846 = -165692.069622
  nChanged 3
		SP:Iteration 23Q (49058.960000 sec): 3 clusters
  Score: Raw -168180.642031 + Penalty 2487.385846 = -165693.256186
  nChanged 3
		SP:Iteration 24Q (49059.130000 sec): 3 clusters
  Score: Raw -168182.522943 + Penalty 2487.385846 = -165695.137098
  nChanged 4
		SP:Iteration 25Q (49059.310000 sec): 3 clusters
  Score: Raw -168184.359989 + Penalty 2487.385846 = -165696.974144
  nChanged 7
		SP:Iteration 26Q (49059.480000 sec): 3 clusters
  Score: Raw -168188.313212 + Penalty 2487.385846 = -165700.927367
  nChanged 6
		SP:Iteration 27Q (49059.660000 sec): 3 clusters
  Score: Raw -168191.678123 + Penalty 2487.385846 = -165704.292278
  nChanged 7
		SP:Iteration 28Q (49059.840000 sec): 3 clusters
  Score: Raw -168194.798877 + Penalty 2487.385846 = -165707.413031
  nChanged 5
		SP:Iteration 29Q (49060.010000 sec): 3 clusters
  Score: Raw -168197.214662 + Penalty 2487.385846 = -165709.828816
  nChanged 7
		SP:Iteration 30Q (49060.170000 sec): 3 clusters
  Score: Raw -168200.046422 + Penalty 2487.385846 = -165712.660576
  nChanged 5
		SP:Iteration 31Q (49060.330000 sec): 3 clusters
  Score: Raw -168202.410275 + Penalty 2487.385846 = -165715.024429
  nChanged 6
		SP:Iteration 32Q (49060.490000 sec): 3 clusters
  Score: Raw -168206.029510 + Penalty 2487.385846 = -165718.643665
  nChanged 6
		SP:Iteration 33Q (49060.660000 sec): 3 clusters
  Score: Raw -168210.289759 + Penalty 2487.385846 = -165722.903913
  nChanged 4
		SP:Iteration 34Q (49060.840000 sec): 3 clusters
  Score: Raw -168212.337282 + Penalty 2487.385846 = -165724.951436
  nChanged 1
		SP:Iteration 35Q (49061.010000 sec): 3 clusters
  Score: Raw -168212.744526 + Penalty 2487.385846 = -165725.358680
  nChanged 1
		SP:Iteration 36Q (49061.190000 sec): 3 clusters
  Score: Raw -168212.972087 + Penalty 2487.385846 = -165725.586241
  nChanged 0
		SP:Iteration 37F (49061.360000 sec): 3 clusters
  Score: Raw -168212.972087 + Penalty 2487.385846 = -165725.586241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49062.000000 sec): 2 clusters
  Score: Raw -8051257.267383 + Penalty 1861.161712 = -8049396.105671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49062.920000 sec): 3 clusters
  Score: Raw -7989836.685295 + Penalty 3722.323423 = -7986114.361872
  nChanged 45092
		SP:Iteration 1F (49063.840000 sec): 3 clusters
  Score: Raw -8016629.735678 + Penalty 3722.323423 = -8012907.412255
  nChanged 4092
		SP:Iteration 2Q (49064.880000 sec): 3 clusters
  Score: Raw -8018049.560712 + Penalty 3722.323423 = -8014327.237289
  nChanged 4661
		SP:Iteration 3Q (49065.860000 sec): 3 clusters
  Score: Raw -8019880.648459 + Penalty 3722.323423 = -8016158.325035
  nChanged 4983
		SP:Iteration 4F (49066.750000 sec): 3 clusters
  Score: Raw -8022035.454699 + Penalty 3722.323423 = -8018313.131276
  nChanged 5198
		SP:Iteration 5F (49067.600000 sec): 3 clusters
  Score: Raw -8024408.810953 + Penalty 3722.323423 = -8020686.487529
  nChanged 5146
		SP:Iteration 6F (49068.600000 sec): 3 clusters
  Score: Raw -8026884.740150 + Penalty 3722.323423 = -8023162.416727
  nChanged 4818
		SP:Iteration 7F (49069.540000 sec): 3 clusters
  Score: Raw -8029360.938167 + Penalty 3722.323423 = -8025638.614743
  nChanged 4439
		SP:Iteration 8Q (49070.520000 sec): 3 clusters
  Score: Raw -8031860.167569 + Penalty 3722.323423 = -8028137.844146
  nChanged 4021
		SP:Iteration 9Q (49071.500000 sec): 3 clusters
  Score: Raw -8034343.162271 + Penalty 3722.323423 = -8030620.838848
  nChanged 3822
		SP:Iteration 10Q (49072.480000 sec): 3 clusters
  Score: Raw -8036866.937291 + Penalty 3722.323423 = -8033144.613868
  nChanged 3575
		SP:Iteration 11Q (49073.480000 sec): 3 clusters
  Score: Raw -8039340.225963 + Penalty 3722.323423 = -8035617.902540
  nChanged 3164
		SP:Iteration 12Q (49074.420000 sec): 3 clusters
  Score: Raw -8041495.947443 + Penalty 3722.323423 = -8037773.624020
  nChanged 2689
		SP:Iteration 13Q (49075.360000 sec): 3 clusters
  Score: Raw -8043039.956352 + Penalty 3722.323423 = -8039317.632928
  nChanged 2052
		SP:Iteration 14Q (49076.310000 sec): 3 clusters
  Score: Raw -8043960.256059 + Penalty 3722.323423 = -8040237.932636
  nChanged 1456
		SP:Iteration 15Q (49077.260000 sec): 3 clusters
  Score: Raw -8044491.938034 + Penalty 3722.323423 = -8040769.614611
  nChanged 1150
		SP:Iteration 16Q (49078.170000 sec): 3 clusters
  Score: Raw -8044883.408946 + Penalty 3722.323423 = -8041161.085523
  nChanged 1100
		SP:Iteration 17Q (49079.080000 sec): 3 clusters
  Score: Raw -8045259.158930 + Penalty 3722.323423 = -8041536.835507
  nChanged 1072
		SP:Iteration 18Q (49080.030000 sec): 3 clusters
  Score: Raw -8045631.802154 + Penalty 3722.323423 = -8041909.478731
  nChanged 1080
		SP:Iteration 19Q (49080.930000 sec): 3 clusters
  Score: Raw -8046007.007981 + Penalty 3722.323423 = -8042284.684558
  nChanged 1074
		SP:Iteration 20F (49081.880000 sec): 3 clusters
  Score: Raw -8046392.227535 + Penalty 3722.323423 = -8042669.904111
  nChanged 1081
		SP:Iteration 21Q (49082.710000 sec): 3 clusters
  Score: Raw -8046821.137223 + Penalty 3722.323423 = -8043098.813799
  nChanged 1095
		SP:Iteration 22Q (49083.580000 sec): 3 clusters
  Score: Raw -8047294.420749 + Penalty 3722.323423 = -8043572.097325
  nChanged 1075
		SP:Iteration 23Q (49084.480000 sec): 3 clusters
  Score: Raw -8047786.322893 + Penalty 3722.323423 = -8044063.999469
  nChanged 979
		SP:Iteration 24Q (49085.320000 sec): 3 clusters
  Score: Raw -8048258.262392 + Penalty 3722.323423 = -8044535.938969
  nChanged 899
		SP:Iteration 25Q (49086.190000 sec): 3 clusters
  Score: Raw -8048706.255039 + Penalty 3722.323423 = -8044983.931616
  nChanged 819
		SP:Iteration 26Q (49086.990000 sec): 3 clusters
  Score: Raw -8049108.419548 + Penalty 3722.323423 = -8045386.096124
  nChanged 671
		SP:Iteration 27Q (49087.850000 sec): 3 clusters
  Score: Raw -8049429.360887 + Penalty 3722.323423 = -8045707.037464
  nChanged 591
		SP:Iteration 28Q (49088.710000 sec): 3 clusters
  Score: Raw -8049714.749179 + Penalty 3722.323423 = -8045992.425756
  nChanged 558
		SP:Iteration 29Q (49089.500000 sec): 3 clusters
  Score: Raw -8049991.900832 + Penalty 3722.323423 = -8046269.577409
  nChanged 472
		SP:Iteration 30Q (49090.390000 sec): 3 clusters
  Score: Raw -8050216.015784 + Penalty 3722.323423 = -8046493.692360
  nChanged 390
		SP:Iteration 31Q (49091.250000 sec): 3 clusters
  Score: Raw -8050402.580336 + Penalty 3722.323423 = -8046680.256913
  nChanged 367
		SP:Iteration 32Q (49092.140000 sec): 3 clusters
  Score: Raw -8050593.898829 + Penalty 3722.323423 = -8046871.575406
  nChanged 317
		SP:Iteration 33Q (49092.930000 sec): 3 clusters
  Score: Raw -8050762.461929 + Penalty 3722.323423 = -8047040.138505
  nChanged 267
		SP:Iteration 34Q (49093.770000 sec): 3 clusters
  Score: Raw -8050910.720639 + Penalty 3722.323423 = -8047188.397216
  nChanged 203
		SP:Iteration 35Q (49094.640000 sec): 3 clusters
  Score: Raw -8051019.539254 + Penalty 3722.323423 = -8047297.215830
  nChanged 162
		SP:Iteration 36Q (49095.460000 sec): 3 clusters
  Score: Raw -8051109.732590 + Penalty 3722.323423 = -8047387.409167
  nChanged 138
		SP:Iteration 37Q (49096.330000 sec): 3 clusters
  Score: Raw -8051192.186716 + Penalty 3722.323423 = -8047469.863293
  nChanged 121
		SP:Iteration 38Q (49097.200000 sec): 3 clusters
  Score: Raw -8051262.232946 + Penalty 3722.323423 = -8047539.909523
  nChanged 83
		SP:Iteration 39Q (49098.080000 sec): 3 clusters
  Score: Raw -8051308.609372 + Penalty 3722.323423 = -8047586.285949
  nChanged 72
		SP:Iteration 40F (49098.950000 sec): 3 clusters
  Score: Raw -8051345.064084 + Penalty 3722.323423 = -8047622.740661
  nChanged 43
		SP:Iteration 41Q (49099.790000 sec): 3 clusters
  Score: Raw -8051367.525895 + Penalty 3722.323423 = -8047645.202472
  nChanged 34
		SP:Iteration 42Q (49100.620000 sec): 3 clusters
  Score: Raw -8051386.929978 + Penalty 3722.323423 = -8047664.606555
  nChanged 27
		SP:Iteration 43Q (49101.450000 sec): 3 clusters
  Score: Raw -8051405.399447 + Penalty 3722.323423 = -8047683.076024
  nChanged 22
		SP:Iteration 44Q (49102.290000 sec): 3 clusters
  Score: Raw -8051417.625556 + Penalty 3722.323423 = -8047695.302133
  nChanged 17
		SP:Iteration 45Q (49103.110000 sec): 3 clusters
  Score: Raw -8051426.675194 + Penalty 3722.323423 = -8047704.351771
  nChanged 10
		SP:Iteration 46Q (49103.930000 sec): 3 clusters
  Score: Raw -8051431.324540 + Penalty 3722.323423 = -8047709.001117
  nChanged 11
		SP:Iteration 47Q (49104.770000 sec): 3 clusters
  Score: Raw -8051435.903537 + Penalty 3722.323423 = -8047713.580114
  nChanged 9
		SP:Iteration 48Q (49105.600000 sec): 3 clusters
  Score: Raw -8051441.360140 + Penalty 3722.323423 = -8047719.036717
  nChanged 10
		SP:Iteration 49Q (49106.430000 sec): 3 clusters
  Score: Raw -8051446.343009 + Penalty 3722.323423 = -8047724.019586
  nChanged 5
		SP:Iteration 50Q (49107.240000 sec): 3 clusters
  Score: Raw -8051447.800615 + Penalty 3722.323423 = -8047725.477191
  nChanged 4
		SP:Iteration 51Q (49108.100000 sec): 3 clusters
  Score: Raw -8051449.334714 + Penalty 3722.323423 = -8047727.011291
  nChanged 3
		SP:Iteration 52Q (49108.910000 sec): 3 clusters
  Score: Raw -8051451.009043 + Penalty 3722.323423 = -8047728.685620
  nChanged 4
		SP:Iteration 53Q (49109.780000 sec): 3 clusters
  Score: Raw -8051453.056452 + Penalty 3722.323423 = -8047730.733028
  nChanged 3
		SP:Iteration 54Q (49110.600000 sec): 3 clusters
  Score: Raw -8051454.567526 + Penalty 3722.323423 = -8047732.244103
  nChanged 5
		SP:Iteration 55Q (49111.410000 sec): 3 clusters
  Score: Raw -8051456.585687 + Penalty 3722.323423 = -8047734.262264
  nChanged 4
		SP:Iteration 56Q (49112.240000 sec): 3 clusters
  Score: Raw -8051458.407390 + Penalty 3722.323423 = -8047736.083967
  nChanged 6
		SP:Iteration 57Q (49113.060000 sec): 3 clusters
  Score: Raw -8051461.801430 + Penalty 3722.323423 = -8047739.478006
  nChanged 8
		SP:Iteration 58Q (49113.840000 sec): 3 clusters
  Score: Raw -8051467.930112 + Penalty 3722.323423 = -8047745.606689
  nChanged 10
		SP:Iteration 59Q (49114.660000 sec): 3 clusters
  Score: Raw -8051474.546741 + Penalty 3722.323423 = -8047752.223318
  nChanged 11
		SP:Iteration 60F (49115.530000 sec): 3 clusters
  Score: Raw -8051481.071634 + Penalty 3722.323423 = -8047758.748211
  nChanged 8
		SP:Iteration 61Q (49116.400000 sec): 3 clusters
  Score: Raw -8051486.122380 + Penalty 3722.323423 = -8047763.798957
  nChanged 7
		SP:Iteration 62Q (49117.270000 sec): 3 clusters
  Score: Raw -8051489.470101 + Penalty 3722.323423 = -8047767.146677
  nChanged 6
		SP:Iteration 63Q (49118.140000 sec): 3 clusters
  Score: Raw -8051492.949645 + Penalty 3722.323423 = -8047770.626222
  nChanged 2
		SP:Iteration 64Q (49118.950000 sec): 3 clusters
  Score: Raw -8051493.889371 + Penalty 3722.323423 = -8047771.565948
  nChanged 0
		SP:Iteration 65F (49119.860000 sec): 3 clusters
  Score: Raw -8051493.889371 + Penalty 3722.323423 = -8047771.565948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49119.940000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49120.120000 sec): 3 clusters
  Score: Raw -125012.231800 + Penalty 2405.796744 = -122606.435056
  nChanged 565
		SP:Iteration 1F (49120.290000 sec): 3 clusters
  Score: Raw -125390.610158 + Penalty 2405.796744 = -122984.813413
  nChanged 140
		SP:Iteration 2F (49120.470000 sec): 3 clusters
  Score: Raw -125500.350557 + Penalty 2405.796744 = -123094.553813
  nChanged 76
		SP:Iteration 3Q (49120.640000 sec): 3 clusters
  Score: Raw -125561.015335 + Penalty 2405.796744 = -123155.218591
  nChanged 54
		SP:Iteration 4Q (49120.820000 sec): 3 clusters
  Score: Raw -125595.138484 + Penalty 2405.796744 = -123189.341740
  nChanged 36
		SP:Iteration 5Q (49121.000000 sec): 3 clusters
  Score: Raw -125615.462382 + Penalty 2405.796744 = -123209.665638
  nChanged 33
		SP:Iteration 6Q (49121.170000 sec): 3 clusters
  Score: Raw -125640.171989 + Penalty 2405.796744 = -123234.375244
  nChanged 32
		SP:Iteration 7Q (49121.350000 sec): 3 clusters
  Score: Raw -125666.580797 + Penalty 2405.796744 = -123260.784052
  nChanged 32
		SP:Iteration 8Q (49121.520000 sec): 3 clusters
  Score: Raw -125689.020248 + Penalty 2405.796744 = -123283.223504
  nChanged 18
		SP:Iteration 9Q (49121.700000 sec): 3 clusters
  Score: Raw -125699.253723 + Penalty 2405.796744 = -123293.456978
  nChanged 19
		SP:Iteration 10Q (49121.880000 sec): 3 clusters
  Score: Raw -125711.293891 + Penalty 2405.796744 = -123305.497147
  nChanged 14
		SP:Iteration 11Q (49122.050000 sec): 3 clusters
  Score: Raw -125720.701694 + Penalty 2405.796744 = -123314.904950
  nChanged 13
		SP:Iteration 12Q (49122.230000 sec): 3 clusters
  Score: Raw -125728.922646 + Penalty 2405.796744 = -123323.125902
  nChanged 7
		SP:Iteration 13Q (49122.400000 sec): 3 clusters
  Score: Raw -125731.260464 + Penalty 2405.796744 = -123325.463720
  nChanged 6
		SP:Iteration 14Q (49122.580000 sec): 3 clusters
  Score: Raw -125735.669558 + Penalty 2405.796744 = -123329.872814
  nChanged 11
		SP:Iteration 15Q (49122.760000 sec): 3 clusters
  Score: Raw -125740.976170 + Penalty 2405.796744 = -123335.179426
  nChanged 5
		SP:Iteration 16Q (49122.930000 sec): 3 clusters
  Score: Raw -125743.265957 + Penalty 2405.796744 = -123337.469213
  nChanged 4
		SP:Iteration 17Q (49123.110000 sec): 3 clusters
  Score: Raw -125745.487878 + Penalty 2405.796744 = -123339.691134
  nChanged 7
		SP:Iteration 18Q (49123.280000 sec): 3 clusters
  Score: Raw -125749.831771 + Penalty 2405.796744 = -123344.035027
  nChanged 8
		SP:Iteration 19Q (49123.460000 sec): 3 clusters
  Score: Raw -125754.074665 + Penalty 2405.796744 = -123348.277921
  nChanged 5
		SP:Iteration 20F (49123.640000 sec): 3 clusters
  Score: Raw -125758.353620 + Penalty 2405.796744 = -123352.556876
  nChanged 6
		SP:Iteration 21Q (49123.810000 sec): 3 clusters
  Score: Raw -125760.880199 + Penalty 2405.796744 = -123355.083455
  nChanged 2
		SP:Iteration 22Q (49123.990000 sec): 3 clusters
  Score: Raw -125762.232780 + Penalty 2405.796744 = -123356.436036
  nChanged 0
		SP:Iteration 23F (49124.160000 sec): 3 clusters
  Score: Raw -125762.232780 + Penalty 2405.796744 = -123356.436036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49124.270000 sec): 2 clusters
  Score: Raw -207301.138544 + Penalty 1303.720741 = -205997.417803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49124.430000 sec): 3 clusters
  Score: Raw -205943.036403 + Penalty 2607.441483 = -203335.594920
  nChanged 1158
		SP:Iteration 1F (49124.590000 sec): 3 clusters
  Score: Raw -206964.098868 + Penalty 2607.441483 = -204356.657386
  nChanged 297
		SP:Iteration 2F (49124.750000 sec): 3 clusters
  Score: Raw -207304.840802 + Penalty 2607.441483 = -204697.399319
  nChanged 237
		SP:Iteration 3F (49124.910000 sec): 3 clusters
  Score: Raw -207574.888296 + Penalty 2607.441483 = -204967.446814
  nChanged 214
		SP:Iteration 4F (49125.080000 sec): 3 clusters
  Score: Raw -207759.104086 + Penalty 2607.441483 = -205151.662603
  nChanged 127
		SP:Iteration 5Q (49125.260000 sec): 3 clusters
  Score: Raw -207864.894560 + Penalty 2607.441483 = -205257.453078
  nChanged 128
		SP:Iteration 6Q (49125.440000 sec): 3 clusters
  Score: Raw -207962.243784 + Penalty 2607.441483 = -205354.802301
  nChanged 91
		SP:Iteration 7Q (49125.610000 sec): 3 clusters
  Score: Raw -208029.106499 + Penalty 2607.441483 = -205421.665017
  nChanged 81
		SP:Iteration 8Q (49125.790000 sec): 3 clusters
  Score: Raw -208085.360261 + Penalty 2607.441483 = -205477.918779
  nChanged 50
		SP:Iteration 9Q (49125.960000 sec): 3 clusters
  Score: Raw -208112.839661 + Penalty 2607.441483 = -205505.398179
  nChanged 37
		SP:Iteration 10Q (49126.140000 sec): 3 clusters
  Score: Raw -208130.506082 + Penalty 2607.441483 = -205523.064599
  nChanged 37
		SP:Iteration 11Q (49126.320000 sec): 3 clusters
  Score: Raw -208153.510220 + Penalty 2607.441483 = -205546.068737
  nChanged 22
		SP:Iteration 12Q (49126.490000 sec): 3 clusters
  Score: Raw -208164.069021 + Penalty 2607.441483 = -205556.627538
  nChanged 25
		SP:Iteration 13Q (49126.670000 sec): 3 clusters
  Score: Raw -208173.232208 + Penalty 2607.441483 = -205565.790726
  nChanged 17
		SP:Iteration 14Q (49126.840000 sec): 3 clusters
  Score: Raw -208180.737279 + Penalty 2607.441483 = -205573.295797
  nChanged 11
		SP:Iteration 15Q (49127.020000 sec): 3 clusters
  Score: Raw -208185.062024 + Penalty 2607.441483 = -205577.620541
  nChanged 9
		SP:Iteration 16Q (49127.200000 sec): 3 clusters
  Score: Raw -208187.793289 + Penalty 2607.441483 = -205580.351806
  nChanged 11
		SP:Iteration 17Q (49127.370000 sec): 3 clusters
  Score: Raw -208190.662832 + Penalty 2607.441483 = -205583.221350
  nChanged 7
		SP:Iteration 18Q (49127.550000 sec): 3 clusters
  Score: Raw -208192.105701 + Penalty 2607.441483 = -205584.664219
  nChanged 3
		SP:Iteration 19Q (49127.720000 sec): 3 clusters
  Score: Raw -208192.725404 + Penalty 2607.441483 = -205585.283922
  nChanged 1
		SP:Iteration 20F (49127.900000 sec): 3 clusters
  Score: Raw -208193.119264 + Penalty 2607.441483 = -205585.677781
  nChanged 1
		SP:Iteration 21Q (49128.070000 sec): 3 clusters
  Score: Raw -208194.124629 + Penalty 2607.441483 = -205586.683146
  nChanged 3
		SP:Iteration 22Q (49128.250000 sec): 3 clusters
  Score: Raw -208194.634641 + Penalty 2607.441483 = -205587.193159
  nChanged 1
		SP:Iteration 23Q (49128.420000 sec): 3 clusters
  Score: Raw -208194.924187 + Penalty 2607.441483 = -205587.482704
  nChanged 2
		SP:Iteration 24Q (49128.600000 sec): 3 clusters
  Score: Raw -208195.152787 + Penalty 2607.441483 = -205587.711304
  nChanged 0
		SP:Iteration 25F (49128.780000 sec): 3 clusters
  Score: Raw -208195.152787 + Penalty 2607.441483 = -205587.711304
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49128.860000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49129.080000 sec): 3 clusters
  Score: Raw -11617.066607 + Penalty 1624.093989 = -9992.972619
  nChanged 19
		SP:Iteration 1F (49129.260000 sec): 3 clusters
  Score: Raw -11688.491694 + Penalty 1624.093989 = -10064.397705
  nChanged 5
		SP:Iteration 2Q (49129.440000 sec): 3 clusters
  Score: Raw -11723.303249 + Penalty 1624.093989 = -10099.209260
  nChanged 4
		SP:Iteration 3Q (49129.610000 sec): 3 clusters
  Score: Raw -11740.339171 + Penalty 1624.093989 = -10116.245182
  nChanged 2
		SP:Iteration 4Q (49129.730000 sec): 3 clusters
  Score: Raw -11745.192784 + Penalty 1624.093989 = -10121.098795
  nChanged 1
		SP:Iteration 5Q (49129.900000 sec): 3 clusters
  Score: Raw -11747.892587 + Penalty 1624.093989 = -10123.798598
  nChanged 0
		SP:Iteration 6F (49130.080000 sec): 3 clusters
  Score: Raw -11747.892587 + Penalty 1624.093989 = -10123.798598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49130.160000 sec): 2 clusters
  Score: Raw -94370.229333 + Penalty 1149.818940 = -93220.410392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49130.340000 sec): 3 clusters
  Score: Raw -93965.245634 + Penalty 2299.637881 = -91665.607753
  nChanged 364
		SP:Iteration 1F (49130.510000 sec): 3 clusters
  Score: Raw -94250.059045 + Penalty 2299.637881 = -91950.421164
  nChanged 93
		SP:Iteration 2F (49130.690000 sec): 3 clusters
  Score: Raw -94344.803825 + Penalty 2299.637881 = -92045.165944
  nChanged 51
		SP:Iteration 3Q (49130.860000 sec): 3 clusters
  Score: Raw -94392.269030 + Penalty 2299.637881 = -92092.631149
  nChanged 34
		SP:Iteration 4Q (49131.040000 sec): 3 clusters
  Score: Raw -94425.952758 + Penalty 2299.637881 = -92126.314877
  nChanged 27
		SP:Iteration 5Q (49131.220000 sec): 3 clusters
  Score: Raw -94447.789105 + Penalty 2299.637881 = -92148.151224
  nChanged 24
		SP:Iteration 6Q (49131.390000 sec): 3 clusters
  Score: Raw -94470.109196 + Penalty 2299.637881 = -92170.471315
  nChanged 14
		SP:Iteration 7Q (49131.570000 sec): 3 clusters
  Score: Raw -94484.510145 + Penalty 2299.637881 = -92184.872264
  nChanged 13
		SP:Iteration 8Q (49131.740000 sec): 3 clusters
  Score: Raw -94498.947161 + Penalty 2299.637881 = -92199.309280
  nChanged 14
		SP:Iteration 9Q (49131.920000 sec): 3 clusters
  Score: Raw -94511.174852 + Penalty 2299.637881 = -92211.536972
  nChanged 12
		SP:Iteration 10Q (49132.100000 sec): 3 clusters
  Score: Raw -94521.411793 + Penalty 2299.637881 = -92221.773913
  nChanged 10
		SP:Iteration 11Q (49132.270000 sec): 3 clusters
  Score: Raw -94528.841005 + Penalty 2299.637881 = -92229.203124
  nChanged 13
		SP:Iteration 12Q (49132.450000 sec): 3 clusters
  Score: Raw -94537.729666 + Penalty 2299.637881 = -92238.091785
  nChanged 10
		SP:Iteration 13Q (49132.620000 sec): 3 clusters
  Score: Raw -94543.206955 + Penalty 2299.637881 = -92243.569074
  nChanged 5
		SP:Iteration 14Q (49132.800000 sec): 3 clusters
  Score: Raw -94545.830312 + Penalty 2299.637881 = -92246.192431
  nChanged 1
		SP:Iteration 15Q (49132.970000 sec): 3 clusters
  Score: Raw -94546.285049 + Penalty 2299.637881 = -92246.647168
  nChanged 2
		SP:Iteration 16Q (49133.150000 sec): 3 clusters
  Score: Raw -94548.589929 + Penalty 2299.637881 = -92248.952048
  nChanged 4
		SP:Iteration 17Q (49133.320000 sec): 3 clusters
  Score: Raw -94552.697612 + Penalty 2299.637881 = -92253.059731
  nChanged 3
		SP:Iteration 18Q (49133.500000 sec): 3 clusters
  Score: Raw -94553.948169 + Penalty 2299.637881 = -92254.310288
  nChanged 2
		SP:Iteration 19Q (49133.680000 sec): 3 clusters
  Score: Raw -94556.458920 + Penalty 2299.637881 = -92256.821039
  nChanged 3
		SP:Iteration 20F (49133.850000 sec): 3 clusters
  Score: Raw -94559.730534 + Penalty 2299.637881 = -92260.092653
  nChanged 2
		SP:Iteration 21Q (49134.030000 sec): 3 clusters
  Score: Raw -94560.552910 + Penalty 2299.637881 = -92260.915030
  nChanged 2
		SP:Iteration 22Q (49134.200000 sec): 3 clusters
  Score: Raw -94562.186433 + Penalty 2299.637881 = -92262.548552
  nChanged 1
		SP:Iteration 23Q (49134.360000 sec): 3 clusters
  Score: Raw -94562.644519 + Penalty 2299.637881 = -92263.006638
  nChanged 0
		SP:Iteration 24F (49134.510000 sec): 3 clusters
  Score: Raw -94562.644519 + Penalty 2299.637881 = -92263.006638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49134.600000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49134.780000 sec): 3 clusters
  Score: Raw -145909.168731 + Penalty 2475.292158 = -143433.876573
  nChanged 710
		SP:Iteration 1F (49134.950000 sec): 3 clusters
  Score: Raw -146417.551703 + Penalty 2475.292158 = -143942.259545
  nChanged 163
		SP:Iteration 2F (49135.130000 sec): 3 clusters
  Score: Raw -146551.487506 + Penalty 2475.292158 = -144076.195349
  nChanged 112
		SP:Iteration 3F (49135.300000 sec): 3 clusters
  Score: Raw -146657.383186 + Penalty 2475.292158 = -144182.091028
  nChanged 99
		SP:Iteration 4Q (49135.480000 sec): 3 clusters
  Score: Raw -146746.187136 + Penalty 2475.292158 = -144270.894979
  nChanged 74
		SP:Iteration 5Q (49135.660000 sec): 3 clusters
  Score: Raw -146805.844092 + Penalty 2475.292158 = -144330.551934
  nChanged 54
		SP:Iteration 6Q (49135.830000 sec): 3 clusters
  Score: Raw -146859.169731 + Penalty 2475.292158 = -144383.877573
  nChanged 59
		SP:Iteration 7Q (49136.000000 sec): 3 clusters
  Score: Raw -146908.828842 + Penalty 2475.292158 = -144433.536684
  nChanged 42
		SP:Iteration 8Q (49136.180000 sec): 3 clusters
  Score: Raw -146935.956688 + Penalty 2475.292158 = -144460.664530
  nChanged 31
		SP:Iteration 9Q (49136.360000 sec): 3 clusters
  Score: Raw -146960.115208 + Penalty 2475.292158 = -144484.823051
  nChanged 32
		SP:Iteration 10Q (49136.530000 sec): 3 clusters
  Score: Raw -146978.014225 + Penalty 2475.292158 = -144502.722067
  nChanged 14
		SP:Iteration 11Q (49136.710000 sec): 3 clusters
  Score: Raw -146985.504387 + Penalty 2475.292158 = -144510.212229
  nChanged 13
		SP:Iteration 12Q (49136.880000 sec): 3 clusters
  Score: Raw -146991.298227 + Penalty 2475.292158 = -144516.006069
  nChanged 13
		SP:Iteration 13Q (49137.060000 sec): 3 clusters
  Score: Raw -146997.123570 + Penalty 2475.292158 = -144521.831412
  nChanged 9
		SP:Iteration 14Q (49137.240000 sec): 3 clusters
  Score: Raw -147001.195682 + Penalty 2475.292158 = -144525.903525
  nChanged 9
		SP:Iteration 15Q (49137.410000 sec): 3 clusters
  Score: Raw -147006.303373 + Penalty 2475.292158 = -144531.011216
  nChanged 7
		SP:Iteration 16Q (49137.590000 sec): 3 clusters
  Score: Raw -147010.387568 + Penalty 2475.292158 = -144535.095410
  nChanged 6
		SP:Iteration 17Q (49137.630000 sec): 3 clusters
  Score: Raw -147012.707793 + Penalty 2475.292158 = -144537.415635
  nChanged 7
		SP:Iteration 18Q (49137.800000 sec): 3 clusters
  Score: Raw -147017.400451 + Penalty 2475.292158 = -144542.108293
  nChanged 9
		SP:Iteration 19Q (49137.940000 sec): 3 clusters
  Score: Raw -147020.589287 + Penalty 2475.292158 = -144545.297129
  nChanged 3
		SP:Iteration 20F (49138.120000 sec): 3 clusters
  Score: Raw -147023.163782 + Penalty 2475.292158 = -144547.871624
  nChanged 4
		SP:Iteration 21Q (49138.290000 sec): 3 clusters
  Score: Raw -147024.005529 + Penalty 2475.292158 = -144548.713371
  nChanged 3
		SP:Iteration 22Q (49138.460000 sec): 3 clusters
  Score: Raw -147026.248475 + Penalty 2475.292158 = -144550.956317
  nChanged 5
		SP:Iteration 23Q (49138.640000 sec): 3 clusters
  Score: Raw -147029.800642 + Penalty 2475.292158 = -144554.508484
  nChanged 6
		SP:Iteration 24Q (49138.810000 sec): 3 clusters
  Score: Raw -147032.283371 + Penalty 2475.292158 = -144556.991214
  nChanged 2
		SP:Iteration 25Q (49138.980000 sec): 3 clusters
  Score: Raw -147032.575355 + Penalty 2475.292158 = -144557.283198
  nChanged 0
		SP:Iteration 26F (49139.160000 sec): 3 clusters
  Score: Raw -147032.575355 + Penalty 2475.292158 = -144557.283198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49139.240000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49139.420000 sec): 3 clusters
  Score: Raw -24789.181485 + Penalty 1861.225518 = -22927.955967
  nChanged 42
		SP:Iteration 1F (49139.600000 sec): 3 clusters
  Score: Raw -24904.141352 + Penalty 1861.225518 = -23042.915834
  nChanged 11
		SP:Iteration 2Q (49139.770000 sec): 3 clusters
  Score: Raw -24933.752235 + Penalty 1861.225518 = -23072.526717
  nChanged 3
		SP:Iteration 3Q (49139.950000 sec): 3 clusters
  Score: Raw -24940.785302 + Penalty 1861.225518 = -23079.559784
  nChanged 3
		SP:Iteration 4Q (49140.120000 sec): 3 clusters
  Score: Raw -24952.000197 + Penalty 1861.225518 = -23090.774679
  nChanged 2
		SP:Iteration 5Q (49140.300000 sec): 3 clusters
  Score: Raw -24954.585080 + Penalty 1861.225518 = -23093.359562
  nChanged 0
		SP:Iteration 6F (49140.480000 sec): 3 clusters
  Score: Raw -24954.585080 + Penalty 1861.225518 = -23093.359562
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49140.560000 sec): 2 clusters
  Score: Raw -31424.804816 + Penalty 1001.880401 = -30422.924414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49140.740000 sec): 3 clusters
  Score: Raw -31351.127539 + Penalty 2003.760803 = -29347.366736
  nChanged 120
		SP:Iteration 1F (49140.920000 sec): 3 clusters
  Score: Raw -31604.599854 + Penalty 2003.760803 = -29600.839051
  nChanged 43
		SP:Iteration 2F (49141.090000 sec): 3 clusters
  Score: Raw -31773.613221 + Penalty 2003.760803 = -29769.852419
  nChanged 29
		SP:Iteration 3F (49141.270000 sec): 3 clusters
  Score: Raw -31878.385299 + Penalty 2003.760803 = -29874.624497
  nChanged 23
		SP:Iteration 4Q (49141.450000 sec): 3 clusters
  Score: Raw -32023.984111 + Penalty 2003.760803 = -30020.223309
  nChanged 21
		SP:Iteration 5Q (49141.620000 sec): 3 clusters
  Score: Raw -32091.576408 + Penalty 2003.760803 = -30087.815605
  nChanged 10
		SP:Iteration 6Q (49141.800000 sec): 3 clusters
  Score: Raw -32142.686867 + Penalty 2003.760803 = -30138.926064
  nChanged 7
		SP:Iteration 7Q (49141.970000 sec): 3 clusters
  Score: Raw -32163.913173 + Penalty 2003.760803 = -30160.152370
  nChanged 5
		SP:Iteration 8Q (49142.150000 sec): 3 clusters
  Score: Raw -32174.718470 + Penalty 2003.760803 = -30170.957667
  nChanged 3
		SP:Iteration 9Q (49142.330000 sec): 3 clusters
  Score: Raw -32183.978456 + Penalty 2003.760803 = -30180.217654
  nChanged 3
		SP:Iteration 10Q (49142.500000 sec): 3 clusters
  Score: Raw -32190.367556 + Penalty 2003.760803 = -30186.606753
  nChanged 0
		SP:Iteration 11F (49142.680000 sec): 3 clusters
  Score: Raw -32190.367556 + Penalty 2003.760803 = -30186.606753
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49142.770000 sec): 2 clusters
  Score: Raw -32079.080303 + Penalty 969.914978 = -31109.165325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49142.940000 sec): 3 clusters
  Score: Raw -32047.874764 + Penalty 1939.829957 = -30108.044807
  nChanged 72
		SP:Iteration 1F (49143.120000 sec): 3 clusters
  Score: Raw -32154.592761 + Penalty 1939.829957 = -30214.762804
  nChanged 17
		SP:Iteration 2Q (49143.290000 sec): 3 clusters
  Score: Raw -32195.880554 + Penalty 1939.829957 = -30256.050597
  nChanged 11
		SP:Iteration 3Q (49143.470000 sec): 3 clusters
  Score: Raw -32216.695577 + Penalty 1939.829957 = -30276.865620
  nChanged 4
		SP:Iteration 4Q (49143.650000 sec): 3 clusters
  Score: Raw -32222.442284 + Penalty 1939.829957 = -30282.612327
  nChanged 4
		SP:Iteration 5Q (49143.820000 sec): 3 clusters
  Score: Raw -32230.774874 + Penalty 1939.829957 = -30290.944917
  nChanged 6
		SP:Iteration 6Q (49143.990000 sec): 3 clusters
  Score: Raw -32242.829987 + Penalty 1939.829957 = -30303.000030
  nChanged 3
		SP:Iteration 7Q (49144.170000 sec): 3 clusters
  Score: Raw -32249.648018 + Penalty 1939.829957 = -30309.818061
  nChanged 2
		SP:Iteration 8Q (49144.350000 sec): 3 clusters
  Score: Raw -32253.755588 + Penalty 1939.829957 = -30313.925631
  nChanged 1
		SP:Iteration 9Q (49144.520000 sec): 3 clusters
  Score: Raw -32254.661713 + Penalty 1939.829957 = -30314.831756
  nChanged 1
		SP:Iteration 10Q (49144.700000 sec): 3 clusters
  Score: Raw -32256.642590 + Penalty 1939.829957 = -30316.812633
  nChanged 0
		SP:Iteration 11F (49144.870000 sec): 3 clusters
  Score: Raw -32256.642590 + Penalty 1939.829957 = -30316.812633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49144.960000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49145.140000 sec): 3 clusters
  Score: Raw -11410.295758 + Penalty 1684.079654 = -9726.216104
  nChanged 24
		SP:Iteration 1F (49145.310000 sec): 3 clusters
  Score: Raw -11465.634445 + Penalty 1684.079654 = -9781.554791
  nChanged 2
		SP:Iteration 2Q (49145.490000 sec): 3 clusters
  Score: Raw -11478.674261 + Penalty 1684.079654 = -9794.594608
  nChanged 2
		SP:Iteration 3Q (49145.670000 sec): 3 clusters
  Score: Raw -11489.508187 + Penalty 1684.079654 = -9805.428534
  nChanged 0
		SP:Iteration 4F (49145.840000 sec): 3 clusters
  Score: Raw -11489.508187 + Penalty 1684.079654 = -9805.428534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49145.930000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49146.090000 sec): 3 clusters
  Score: Raw -180909.715572 + Penalty 2484.287633 = -178425.427939
  nChanged 708
		SP:Iteration 1F (49146.270000 sec): 3 clusters
  Score: Raw -181376.105789 + Penalty 2484.287633 = -178891.818156
  nChanged 149
		SP:Iteration 2F (49146.450000 sec): 3 clusters
  Score: Raw -181478.112275 + Penalty 2484.287633 = -178993.824641
  nChanged 102
		SP:Iteration 3Q (49146.620000 sec): 3 clusters
  Score: Raw -181541.579424 + Penalty 2484.287633 = -179057.291791
  nChanged 74
		SP:Iteration 4Q (49146.800000 sec): 3 clusters
  Score: Raw -181593.008219 + Penalty 2484.287633 = -179108.720585
  nChanged 65
		SP:Iteration 5Q (49146.970000 sec): 3 clusters
  Score: Raw -181632.298846 + Penalty 2484.287633 = -179148.011212
  nChanged 45
		SP:Iteration 6Q (49147.150000 sec): 3 clusters
  Score: Raw -181657.522074 + Penalty 2484.287633 = -179173.234440
  nChanged 36
		SP:Iteration 7Q (49147.330000 sec): 3 clusters
  Score: Raw -181675.661895 + Penalty 2484.287633 = -179191.374262
  nChanged 32
		SP:Iteration 8Q (49147.500000 sec): 3 clusters
  Score: Raw -181692.081302 + Penalty 2484.287633 = -179207.793669
  nChanged 24
		SP:Iteration 9Q (49147.680000 sec): 3 clusters
  Score: Raw -181704.109860 + Penalty 2484.287633 = -179219.822227
  nChanged 21
		SP:Iteration 10Q (49147.850000 sec): 3 clusters
  Score: Raw -181711.424763 + Penalty 2484.287633 = -179227.137130
  nChanged 17
		SP:Iteration 11Q (49148.030000 sec): 3 clusters
  Score: Raw -181717.956511 + Penalty 2484.287633 = -179233.668877
  nChanged 10
		SP:Iteration 12Q (49148.210000 sec): 3 clusters
  Score: Raw -181722.605661 + Penalty 2484.287633 = -179238.318027
  nChanged 7
		SP:Iteration 13Q (49148.380000 sec): 3 clusters
  Score: Raw -181727.056442 + Penalty 2484.287633 = -179242.768809
  nChanged 14
		SP:Iteration 14Q (49148.550000 sec): 3 clusters
  Score: Raw -181735.293626 + Penalty 2484.287633 = -179251.005992
  nChanged 15
		SP:Iteration 15Q (49148.730000 sec): 3 clusters
  Score: Raw -181740.829704 + Penalty 2484.287633 = -179256.542070
  nChanged 8
		SP:Iteration 16Q (49148.910000 sec): 3 clusters
  Score: Raw -181744.117957 + Penalty 2484.287633 = -179259.830324
  nChanged 8
		SP:Iteration 17Q (49149.080000 sec): 3 clusters
  Score: Raw -181748.510351 + Penalty 2484.287633 = -179264.222718
  nChanged 6
		SP:Iteration 18Q (49149.260000 sec): 3 clusters
  Score: Raw -181752.550650 + Penalty 2484.287633 = -179268.263017
  nChanged 8
		SP:Iteration 19Q (49149.430000 sec): 3 clusters
  Score: Raw -181756.338956 + Penalty 2484.287633 = -179272.051323
  nChanged 8
		SP:Iteration 20F (49149.610000 sec): 3 clusters
  Score: Raw -181758.521405 + Penalty 2484.287633 = -179274.233771
  nChanged 2
		SP:Iteration 21Q (49149.790000 sec): 3 clusters
  Score: Raw -181759.385590 + Penalty 2484.287633 = -179275.097956
  nChanged 3
		SP:Iteration 22Q (49149.960000 sec): 3 clusters
  Score: Raw -181760.830308 + Penalty 2484.287633 = -179276.542675
  nChanged 3
		SP:Iteration 23Q (49150.130000 sec): 3 clusters
  Score: Raw -181761.989976 + Penalty 2484.287633 = -179277.702342
  nChanged 4
		SP:Iteration 24Q (49150.310000 sec): 3 clusters
  Score: Raw -181764.051018 + Penalty 2484.287633 = -179279.763385
  nChanged 3
		SP:Iteration 25Q (49150.470000 sec): 3 clusters
  Score: Raw -181765.184659 + Penalty 2484.287633 = -179280.897026
  nChanged 3
		SP:Iteration 26Q (49150.610000 sec): 3 clusters
  Score: Raw -181766.497402 + Penalty 2484.287633 = -179282.209769
  nChanged 4
		SP:Iteration 27Q (49150.760000 sec): 3 clusters
  Score: Raw -181768.271473 + Penalty 2484.287633 = -179283.983840
  nChanged 8
		SP:Iteration 28Q (49150.920000 sec): 3 clusters
  Score: Raw -181771.907815 + Penalty 2484.287633 = -179287.620181
  nChanged 10
		SP:Iteration 29Q (49151.080000 sec): 3 clusters
  Score: Raw -181775.867265 + Penalty 2484.287633 = -179291.579632
  nChanged 5
		SP:Iteration 30Q (49151.240000 sec): 3 clusters
  Score: Raw -181778.978573 + Penalty 2484.287633 = -179294.690939
  nChanged 7
		SP:Iteration 31Q (49151.400000 sec): 3 clusters
  Score: Raw -181782.171789 + Penalty 2484.287633 = -179297.884155
  nChanged 3
		SP:Iteration 32Q (49151.580000 sec): 3 clusters
  Score: Raw -181782.840437 + Penalty 2484.287633 = -179298.552804
  nChanged 1
		SP:Iteration 33Q (49151.750000 sec): 3 clusters
  Score: Raw -181783.439578 + Penalty 2484.287633 = -179299.151945
  nChanged 0
		SP:Iteration 34F (49151.930000 sec): 3 clusters
  Score: Raw -181783.439578 + Penalty 2484.287633 = -179299.151945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49152.050000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49152.250000 sec): 3 clusters
  Score: Raw -768123.487560 + Penalty 2955.158313 = -765168.329247
  nChanged 3812
		SP:Iteration 1F (49152.460000 sec): 3 clusters
  Score: Raw -770140.322274 + Penalty 2955.158313 = -767185.163961
  nChanged 534
		SP:Iteration 2F (49152.630000 sec): 3 clusters
  Score: Raw -770369.457604 + Penalty 2955.158313 = -767414.299292
  nChanged 445
		SP:Iteration 3F (49152.810000 sec): 3 clusters
  Score: Raw -770582.516585 + Penalty 2955.158313 = -767627.358272
  nChanged 448
		SP:Iteration 4F (49152.990000 sec): 3 clusters
  Score: Raw -770805.039478 + Penalty 2955.158313 = -767849.881166
  nChanged 469
		SP:Iteration 5F (49153.170000 sec): 3 clusters
  Score: Raw -771071.470392 + Penalty 2955.158313 = -768116.312079
  nChanged 530
		SP:Iteration 6F (49153.340000 sec): 3 clusters
  Score: Raw -771437.360756 + Penalty 2955.158313 = -768482.202444
  nChanged 523
		SP:Iteration 7F (49153.510000 sec): 3 clusters
  Score: Raw -771836.199561 + Penalty 2955.158313 = -768881.041249
  nChanged 508
		SP:Iteration 8F (49153.690000 sec): 3 clusters
  Score: Raw -772260.882709 + Penalty 2955.158313 = -769305.724397
  nChanged 451
		SP:Iteration 9F (49153.860000 sec): 3 clusters
  Score: Raw -772639.666884 + Penalty 2955.158313 = -769684.508571
  nChanged 303
		SP:Iteration 10Q (49154.080000 sec): 3 clusters
  Score: Raw -772866.882382 + Penalty 2955.158313 = -769911.724069
  nChanged 200
		SP:Iteration 11Q (49154.260000 sec): 3 clusters
  Score: Raw -772998.381652 + Penalty 2955.158313 = -770043.223339
  nChanged 124
		SP:Iteration 12Q (49154.500000 sec): 3 clusters
  Score: Raw -773079.264441 + Penalty 2955.158313 = -770124.106128
  nChanged 109
		SP:Iteration 13Q (49154.710000 sec): 3 clusters
  Score: Raw -773156.475473 + Penalty 2955.158313 = -770201.317160
  nChanged 90
		SP:Iteration 14Q (49154.910000 sec): 3 clusters
  Score: Raw -773221.061645 + Penalty 2955.158313 = -770265.903333
  nChanged 66
		SP:Iteration 15Q (49155.090000 sec): 3 clusters
  Score: Raw -773265.692097 + Penalty 2955.158313 = -770310.533785
  nChanged 47
		SP:Iteration 16Q (49155.270000 sec): 3 clusters
  Score: Raw -773294.632811 + Penalty 2955.158313 = -770339.474498
  nChanged 28
		SP:Iteration 17Q (49155.490000 sec): 3 clusters
  Score: Raw -773315.216238 + Penalty 2955.158313 = -770360.057925
  nChanged 24
		SP:Iteration 18Q (49155.670000 sec): 3 clusters
  Score: Raw -773331.367565 + Penalty 2955.158313 = -770376.209253
  nChanged 22
		SP:Iteration 19Q (49155.810000 sec): 3 clusters
  Score: Raw -773348.057959 + Penalty 2955.158313 = -770392.899646
  nChanged 11
		SP:Iteration 20F (49155.990000 sec): 3 clusters
  Score: Raw -773359.308765 + Penalty 2955.158313 = -770404.150453
  nChanged 15
		SP:Iteration 21Q (49156.170000 sec): 3 clusters
  Score: Raw -773369.373451 + Penalty 2955.158313 = -770414.215138
  nChanged 12
		SP:Iteration 22Q (49156.370000 sec): 3 clusters
  Score: Raw -773377.442761 + Penalty 2955.158313 = -770422.284448
  nChanged 6
		SP:Iteration 23Q (49156.550000 sec): 3 clusters
  Score: Raw -773380.226579 + Penalty 2955.158313 = -770425.068266
  nChanged 2
		SP:Iteration 24Q (49156.730000 sec): 3 clusters
  Score: Raw -773380.931451 + Penalty 2955.158313 = -770425.773139
  nChanged 1
		SP:Iteration 25Q (49156.950000 sec): 3 clusters
  Score: Raw -773381.120512 + Penalty 2955.158313 = -770425.962199
  nChanged 0
		SP:Iteration 26F (49157.130000 sec): 3 clusters
  Score: Raw -773381.120512 + Penalty 2955.158313 = -770425.962199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49157.230000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49157.390000 sec): 3 clusters
  Score: Raw -48491.726603 + Penalty 2116.799786 = -46374.926817
  nChanged 180
		SP:Iteration 1F (49157.550000 sec): 3 clusters
  Score: Raw -48689.589263 + Penalty 2116.799786 = -46572.789477
  nChanged 52
		SP:Iteration 2F (49157.710000 sec): 3 clusters
  Score: Raw -48773.432261 + Penalty 2116.799786 = -46656.632475
  nChanged 34
		SP:Iteration 3F (49157.870000 sec): 3 clusters
  Score: Raw -48824.993409 + Penalty 2116.799786 = -46708.193623
  nChanged 22
		SP:Iteration 4Q (49157.990000 sec): 3 clusters
  Score: Raw -48852.724518 + Penalty 2116.799786 = -46735.924732
  nChanged 10
		SP:Iteration 5Q (49158.150000 sec): 3 clusters
  Score: Raw -48872.508418 + Penalty 2116.799786 = -46755.708632
  nChanged 3
		SP:Iteration 6Q (49158.310000 sec): 3 clusters
  Score: Raw -48875.197877 + Penalty 2116.799786 = -46758.398091
  nChanged 2
		SP:Iteration 7Q (49158.470000 sec): 3 clusters
  Score: Raw -48877.162586 + Penalty 2116.799786 = -46760.362800
  nChanged 3
		SP:Iteration 8Q (49158.630000 sec): 3 clusters
  Score: Raw -48883.342917 + Penalty 2116.799786 = -46766.543131
  nChanged 2
		SP:Iteration 9Q (49158.790000 sec): 3 clusters
  Score: Raw -48888.808144 + Penalty 2116.799786 = -46772.008358
  nChanged 3
		SP:Iteration 10Q (49158.950000 sec): 3 clusters
  Score: Raw -48894.995892 + Penalty 2116.799786 = -46778.196106
  nChanged 2
		SP:Iteration 11Q (49159.110000 sec): 3 clusters
  Score: Raw -48896.891714 + Penalty 2116.799786 = -46780.091927
  nChanged 3
		SP:Iteration 12Q (49159.270000 sec): 3 clusters
  Score: Raw -48899.668264 + Penalty 2116.799786 = -46782.868478
  nChanged 3
		SP:Iteration 13Q (49159.430000 sec): 3 clusters
  Score: Raw -48904.963826 + Penalty 2116.799786 = -46788.164040
  nChanged 5
		SP:Iteration 14Q (49159.590000 sec): 3 clusters
  Score: Raw -48910.154803 + Penalty 2116.799786 = -46793.355017
  nChanged 2
		SP:Iteration 15Q (49159.750000 sec): 3 clusters
  Score: Raw -48913.057656 + Penalty 2116.799786 = -46796.257870
  nChanged 4
		SP:Iteration 16Q (49159.910000 sec): 3 clusters
  Score: Raw -48919.213782 + Penalty 2116.799786 = -46802.413996
  nChanged 2
		SP:Iteration 17Q (49160.070000 sec): 3 clusters
  Score: Raw -48920.917445 + Penalty 2116.799786 = -46804.117659
  nChanged 0
		SP:Iteration 18F (49160.230000 sec): 3 clusters
  Score: Raw -48920.917445 + Penalty 2116.799786 = -46804.117659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49160.290000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49160.470000 sec): 3 clusters
  Score: Raw -213803.487164 + Penalty 2557.431297 = -211246.055866
  nChanged 1004
		SP:Iteration 1F (49160.610000 sec): 3 clusters
  Score: Raw -214432.953530 + Penalty 2557.431297 = -211875.522233
  nChanged 189
		SP:Iteration 2F (49160.770000 sec): 3 clusters
  Score: Raw -214588.785703 + Penalty 2557.431297 = -212031.354406
  nChanged 173
		SP:Iteration 3F (49160.930000 sec): 3 clusters
  Score: Raw -214736.118423 + Penalty 2557.431297 = -212178.687126
  nChanged 143
		SP:Iteration 4F (49161.090000 sec): 3 clusters
  Score: Raw -214857.135636 + Penalty 2557.431297 = -212299.704338
  nChanged 134
		SP:Iteration 5F (49161.250000 sec): 3 clusters
  Score: Raw -214973.624237 + Penalty 2557.431297 = -212416.192939
  nChanged 109
		SP:Iteration 6Q (49161.410000 sec): 3 clusters
  Score: Raw -215071.160363 + Penalty 2557.431297 = -212513.729066
  nChanged 87
		SP:Iteration 7Q (49161.570000 sec): 3 clusters
  Score: Raw -215133.301873 + Penalty 2557.431297 = -212575.870576
  nChanged 58
		SP:Iteration 8Q (49161.730000 sec): 3 clusters
  Score: Raw -215168.669981 + Penalty 2557.431297 = -212611.238684
  nChanged 39
		SP:Iteration 9Q (49161.890000 sec): 3 clusters
  Score: Raw -215193.426887 + Penalty 2557.431297 = -212635.995590
  nChanged 29
		SP:Iteration 10Q (49162.050000 sec): 3 clusters
  Score: Raw -215211.273122 + Penalty 2557.431297 = -212653.841824
  nChanged 25
		SP:Iteration 11Q (49162.210000 sec): 3 clusters
  Score: Raw -215225.901566 + Penalty 2557.431297 = -212668.470268
  nChanged 30
		SP:Iteration 12Q (49162.390000 sec): 3 clusters
  Score: Raw -215246.674253 + Penalty 2557.431297 = -212689.242956
  nChanged 23
		SP:Iteration 13Q (49162.560000 sec): 3 clusters
  Score: Raw -215261.060841 + Penalty 2557.431297 = -212703.629544
  nChanged 21
		SP:Iteration 14Q (49162.740000 sec): 3 clusters
  Score: Raw -215273.625121 + Penalty 2557.431297 = -212716.193823
  nChanged 19
		SP:Iteration 15Q (49162.910000 sec): 3 clusters
  Score: Raw -215284.879595 + Penalty 2557.431297 = -212727.448298
  nChanged 17
		SP:Iteration 16Q (49163.090000 sec): 3 clusters
  Score: Raw -215295.842193 + Penalty 2557.431297 = -212738.410895
  nChanged 7
		SP:Iteration 17Q (49163.270000 sec): 3 clusters
  Score: Raw -215299.326435 + Penalty 2557.431297 = -212741.895137
  nChanged 10
		SP:Iteration 18Q (49163.440000 sec): 3 clusters
  Score: Raw -215303.258172 + Penalty 2557.431297 = -212745.826875
  nChanged 7
		SP:Iteration 19Q (49163.620000 sec): 3 clusters
  Score: Raw -215307.334496 + Penalty 2557.431297 = -212749.903199
  nChanged 10
		SP:Iteration 20F (49163.830000 sec): 3 clusters
  Score: Raw -215311.001259 + Penalty 2557.431297 = -212753.569962
  nChanged 6
		SP:Iteration 21Q (49163.970000 sec): 3 clusters
  Score: Raw -215314.514111 + Penalty 2557.431297 = -212757.082814
  nChanged 6
		SP:Iteration 22Q (49164.120000 sec): 3 clusters
  Score: Raw -215317.358288 + Penalty 2557.431297 = -212759.926991
  nChanged 9
		SP:Iteration 23Q (49164.280000 sec): 3 clusters
  Score: Raw -215323.029129 + Penalty 2557.431297 = -212765.597831
  nChanged 5
		SP:Iteration 24Q (49164.430000 sec): 3 clusters
  Score: Raw -215325.612431 + Penalty 2557.431297 = -212768.181134
  nChanged 2
		SP:Iteration 25Q (49164.590000 sec): 3 clusters
  Score: Raw -215326.276809 + Penalty 2557.431297 = -212768.845512
  nChanged 1
		SP:Iteration 26Q (49164.750000 sec): 3 clusters
  Score: Raw -215326.832671 + Penalty 2557.431297 = -212769.401374
  nChanged 2
		SP:Iteration 27Q (49164.900000 sec): 3 clusters
  Score: Raw -215327.525975 + Penalty 2557.431297 = -212770.094678
  nChanged 1
		SP:Iteration 28Q (49165.060000 sec): 3 clusters
  Score: Raw -215327.863855 + Penalty 2557.431297 = -212770.432557
  nChanged 1
		SP:Iteration 29Q (49165.240000 sec): 3 clusters
  Score: Raw -215328.008681 + Penalty 2557.431297 = -212770.577383
  nChanged 1
		SP:Iteration 30Q (49165.400000 sec): 3 clusters
  Score: Raw -215328.201869 + Penalty 2557.431297 = -212770.770572
  nChanged 0
		SP:Iteration 31F (49165.570000 sec): 3 clusters
  Score: Raw -215328.201869 + Penalty 2557.431297 = -212770.770572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49165.700000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49165.850000 sec): 3 clusters
  Score: Raw -109252.636620 + Penalty 2333.027282 = -106919.609338
  nChanged 394
		SP:Iteration 1F (49166.010000 sec): 3 clusters
  Score: Raw -109566.934816 + Penalty 2333.027282 = -107233.907534
  nChanged 102
		SP:Iteration 2F (49166.160000 sec): 3 clusters
  Score: Raw -109677.310494 + Penalty 2333.027282 = -107344.283212
  nChanged 68
		SP:Iteration 3F (49166.320000 sec): 3 clusters
  Score: Raw -109747.503126 + Penalty 2333.027282 = -107414.475844
  nChanged 51
		SP:Iteration 4Q (49166.470000 sec): 3 clusters
  Score: Raw -109791.485246 + Penalty 2333.027282 = -107458.457963
  nChanged 34
		SP:Iteration 5Q (49166.630000 sec): 3 clusters
  Score: Raw -109828.963408 + Penalty 2333.027282 = -107495.936126
  nChanged 40
		SP:Iteration 6Q (49166.780000 sec): 3 clusters
  Score: Raw -109863.196374 + Penalty 2333.027282 = -107530.169092
  nChanged 29
		SP:Iteration 7Q (49166.930000 sec): 3 clusters
  Score: Raw -109899.392503 + Penalty 2333.027282 = -107566.365221
  nChanged 30
		SP:Iteration 8Q (49167.090000 sec): 3 clusters
  Score: Raw -109926.026068 + Penalty 2333.027282 = -107592.998786
  nChanged 21
		SP:Iteration 9Q (49167.250000 sec): 3 clusters
  Score: Raw -109947.002420 + Penalty 2333.027282 = -107613.975138
  nChanged 17
		SP:Iteration 10Q (49167.410000 sec): 3 clusters
  Score: Raw -109962.484999 + Penalty 2333.027282 = -107629.457717
  nChanged 16
		SP:Iteration 11Q (49167.570000 sec): 3 clusters
  Score: Raw -109979.948237 + Penalty 2333.027282 = -107646.920954
  nChanged 13
		SP:Iteration 12Q (49167.750000 sec): 3 clusters
  Score: Raw -109995.113548 + Penalty 2333.027282 = -107662.086266
  nChanged 10
		SP:Iteration 13Q (49167.930000 sec): 3 clusters
  Score: Raw -110000.850942 + Penalty 2333.027282 = -107667.823660
  nChanged 7
		SP:Iteration 14Q (49168.100000 sec): 3 clusters
  Score: Raw -110006.734084 + Penalty 2333.027282 = -107673.706802
  nChanged 8
		SP:Iteration 15Q (49168.280000 sec): 3 clusters
  Score: Raw -110012.801298 + Penalty 2333.027282 = -107679.774016
  nChanged 6
		SP:Iteration 16Q (49168.450000 sec): 3 clusters
  Score: Raw -110018.352099 + Penalty 2333.027282 = -107685.324817
  nChanged 8
		SP:Iteration 17Q (49168.630000 sec): 3 clusters
  Score: Raw -110023.598670 + Penalty 2333.027282 = -107690.571388
  nChanged 6
		SP:Iteration 18Q (49168.810000 sec): 3 clusters
  Score: Raw -110029.583404 + Penalty 2333.027282 = -107696.556122
  nChanged 6
		SP:Iteration 19Q (49168.980000 sec): 3 clusters
  Score: Raw -110032.980547 + Penalty 2333.027282 = -107699.953265
  nChanged 2
		SP:Iteration 20F (49169.160000 sec): 3 clusters
  Score: Raw -110033.985573 + Penalty 2333.027282 = -107700.958291
  nChanged 2
		SP:Iteration 21Q (49169.330000 sec): 3 clusters
  Score: Raw -110036.115270 + Penalty 2333.027282 = -107703.087988
  nChanged 2
		SP:Iteration 22Q (49169.500000 sec): 3 clusters
  Score: Raw -110037.207039 + Penalty 2333.027282 = -107704.179757
  nChanged 2
		SP:Iteration 23Q (49169.660000 sec): 3 clusters
  Score: Raw -110038.314897 + Penalty 2333.027282 = -107705.287614
  nChanged 1
		SP:Iteration 24Q (49169.820000 sec): 3 clusters
  Score: Raw -110039.029621 + Penalty 2333.027282 = -107706.002338
  nChanged 0
		SP:Iteration 25F (49169.980000 sec): 3 clusters
  Score: Raw -110039.029621 + Penalty 2333.027282 = -107706.002338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49170.060000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49170.230000 sec): 3 clusters
  Score: Raw -44901.768128 + Penalty 2051.903115 = -42849.865013
  nChanged 143
		SP:Iteration 1F (49170.390000 sec): 3 clusters
  Score: Raw -45088.307843 + Penalty 2051.903115 = -43036.404728
  nChanged 25
		SP:Iteration 2Q (49170.570000 sec): 3 clusters
  Score: Raw -45122.874402 + Penalty 2051.903115 = -43070.971287
  nChanged 11
		SP:Iteration 3Q (49170.750000 sec): 3 clusters
  Score: Raw -45135.891445 + Penalty 2051.903115 = -43083.988330
  nChanged 5
		SP:Iteration 4Q (49170.920000 sec): 3 clusters
  Score: Raw -45141.239309 + Penalty 2051.903115 = -43089.336194
  nChanged 5
		SP:Iteration 5Q (49171.090000 sec): 3 clusters
  Score: Raw -45149.402023 + Penalty 2051.903115 = -43097.498908
  nChanged 4
		SP:Iteration 6Q (49171.270000 sec): 3 clusters
  Score: Raw -45155.824177 + Penalty 2051.903115 = -43103.921062
  nChanged 3
		SP:Iteration 7Q (49171.450000 sec): 3 clusters
  Score: Raw -45159.975006 + Penalty 2051.903115 = -43108.071891
  nChanged 2
		SP:Iteration 8Q (49171.620000 sec): 3 clusters
  Score: Raw -45162.574107 + Penalty 2051.903115 = -43110.670992
  nChanged 1
		SP:Iteration 9Q (49171.800000 sec): 3 clusters
  Score: Raw -45164.750105 + Penalty 2051.903115 = -43112.846990
  nChanged 0
		SP:Iteration 10F (49171.970000 sec): 3 clusters
  Score: Raw -45164.750105 + Penalty 2051.903115 = -43112.846990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49172.060000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49172.240000 sec): 3 clusters
  Score: Raw -74721.139359 + Penalty 2212.219542 = -72508.919817
  nChanged 246
		SP:Iteration 1F (49172.410000 sec): 3 clusters
  Score: Raw -74939.843034 + Penalty 2212.219542 = -72727.623492
  nChanged 61
		SP:Iteration 2F (49172.590000 sec): 3 clusters
  Score: Raw -75004.685435 + Penalty 2212.219542 = -72792.465893
  nChanged 40
		SP:Iteration 3Q (49172.770000 sec): 3 clusters
  Score: Raw -75047.769518 + Penalty 2212.219542 = -72835.549976
  nChanged 22
		SP:Iteration 4Q (49172.940000 sec): 3 clusters
  Score: Raw -75075.254728 + Penalty 2212.219542 = -72863.035186
  nChanged 18
		SP:Iteration 5Q (49173.110000 sec): 3 clusters
  Score: Raw -75094.365583 + Penalty 2212.219542 = -72882.146041
  nChanged 17
		SP:Iteration 6Q (49173.290000 sec): 3 clusters
  Score: Raw -75113.220105 + Penalty 2212.219542 = -72901.000563
  nChanged 17
		SP:Iteration 7Q (49173.460000 sec): 3 clusters
  Score: Raw -75127.248306 + Penalty 2212.219542 = -72915.028764
  nChanged 14
		SP:Iteration 8Q (49173.640000 sec): 3 clusters
  Score: Raw -75144.218416 + Penalty 2212.219542 = -72931.998874
  nChanged 10
		SP:Iteration 9Q (49173.820000 sec): 3 clusters
  Score: Raw -75157.837368 + Penalty 2212.219542 = -72945.617826
  nChanged 9
		SP:Iteration 10Q (49173.990000 sec): 3 clusters
  Score: Raw -75167.254400 + Penalty 2212.219542 = -72955.034858
  nChanged 8
		SP:Iteration 11Q (49174.170000 sec): 3 clusters
  Score: Raw -75176.078283 + Penalty 2212.219542 = -72963.858740
  nChanged 10
		SP:Iteration 12Q (49174.340000 sec): 3 clusters
  Score: Raw -75189.100198 + Penalty 2212.219542 = -72976.880655
  nChanged 7
		SP:Iteration 13Q (49174.520000 sec): 3 clusters
  Score: Raw -75195.391759 + Penalty 2212.219542 = -72983.172217
  nChanged 6
		SP:Iteration 14Q (49174.700000 sec): 3 clusters
  Score: Raw -75202.016747 + Penalty 2212.219542 = -72989.797205
  nChanged 6
		SP:Iteration 15Q (49174.870000 sec): 3 clusters
  Score: Raw -75207.732023 + Penalty 2212.219542 = -72995.512481
  nChanged 5
		SP:Iteration 16Q (49175.050000 sec): 3 clusters
  Score: Raw -75214.502711 + Penalty 2212.219542 = -73002.283169
  nChanged 4
		SP:Iteration 17Q (49175.220000 sec): 3 clusters
  Score: Raw -75218.883069 + Penalty 2212.219542 = -73006.663526
  nChanged 5
		SP:Iteration 18Q (49175.400000 sec): 3 clusters
  Score: Raw -75223.250756 + Penalty 2212.219542 = -73011.031214
  nChanged 4
		SP:Iteration 19Q (49175.580000 sec): 3 clusters
  Score: Raw -75226.092228 + Penalty 2212.219542 = -73013.872686
  nChanged 1
		SP:Iteration 20F (49175.750000 sec): 3 clusters
  Score: Raw -75226.601655 + Penalty 2212.219542 = -73014.382112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 99 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49175.840000 sec): 2 clusters
  Score: Raw -18388.586923 + Penalty 891.952381 = -17496.634542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49176.020000 sec): 3 clusters
  Score: Raw -18520.681215 + Penalty 1783.904761 = -16736.776454
  nChanged 47
		SP:Iteration 1F (49176.190000 sec): 3 clusters
  Score: Raw -18638.973305 + Penalty 1783.904761 = -16855.068544
  nChanged 12
		SP:Iteration 2Q (49176.370000 sec): 3 clusters
  Score: Raw -18669.081084 + Penalty 1783.904761 = -16885.176323
  nChanged 3
		SP:Iteration 3Q (49176.550000 sec): 3 clusters
  Score: Raw -18678.738095 + Penalty 1783.904761 = -16894.833334
  nChanged 4
		SP:Iteration 4Q (49176.720000 sec): 3 clusters
  Score: Raw -18687.752017 + Penalty 1783.904761 = -16903.847256
  nChanged 4
		SP:Iteration 5Q (49176.890000 sec): 3 clusters
  Score: Raw -18699.159701 + Penalty 1783.904761 = -16915.254940
  nChanged 2
		SP:Iteration 6Q (49177.060000 sec): 3 clusters
  Score: Raw -18707.086262 + Penalty 1783.904761 = -16923.181501
  nChanged 2
		SP:Iteration 7Q (49177.240000 sec): 3 clusters
  Score: Raw -18710.769680 + Penalty 1783.904761 = -16926.864919
  nChanged 2
		SP:Iteration 8Q (49177.410000 sec): 3 clusters
  Score: Raw -18715.763139 + Penalty 1783.904761 = -16931.858378
  nChanged 1
		SP:Iteration 9Q (49177.580000 sec): 3 clusters
  Score: Raw -18719.990099 + Penalty 1783.904761 = -16936.085338
  nChanged 2
		SP:Iteration 10Q (49177.760000 sec): 3 clusters
  Score: Raw -18723.249139 + Penalty 1783.904761 = -16939.344378
  nChanged 2
		SP:Iteration 11Q (49177.930000 sec): 3 clusters
  Score: Raw -18728.146175 + Penalty 1783.904761 = -16944.241414
  nChanged 2
		SP:Iteration 12Q (49178.100000 sec): 3 clusters
  Score: Raw -18733.458429 + Penalty 1783.904761 = -16949.553668
  nChanged 1
		SP:Iteration 13Q (49178.280000 sec): 3 clusters
  Score: Raw -18735.619553 + Penalty 1783.904761 = -16951.714792
  nChanged 1
		SP:Iteration 14Q (49178.450000 sec): 3 clusters
  Score: Raw -18736.462801 + Penalty 1783.904761 = -16952.558040
  nChanged 0
		SP:Iteration 15F (49178.620000 sec): 3 clusters
  Score: Raw -18736.462801 + Penalty 1783.904761 = -16952.558040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 100 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49178.720000 sec): 2 clusters
  Score: Raw -336226.514068 + Penalty 1351.478233 = -334875.035835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49178.900000 sec): 3 clusters
  Score: Raw -334152.144571 + Penalty 2702.956466 = -331449.188105
  nChanged 1668
		SP:Iteration 1F (49179.070000 sec): 3 clusters
  Score: Raw -335125.335478 + Penalty 2702.956466 = -332422.379011
  nChanged 305
		SP:Iteration 2F (49179.250000 sec): 3 clusters
  Score: Raw -335297.758505 + Penalty 2702.956466 = -332594.802039
  nChanged 237
		SP:Iteration 3F (49179.420000 sec): 3 clusters
  Score: Raw -335450.003862 + Penalty 2702.956466 = -332747.047396
  nChanged 230
		SP:Iteration 4F (49179.590000 sec): 3 clusters
  Score: Raw -335618.236893 + Penalty 2702.956466 = -332915.280427
  nChanged 215
		SP:Iteration 5F (49179.770000 sec): 3 clusters
  Score: Raw -335761.029892 + Penalty 2702.956466 = -333058.073425
  nChanged 194
		SP:Iteration 6Q (49179.940000 sec): 3 clusters
  Score: Raw -335889.680183 + Penalty 2702.956466 = -333186.723717
  nChanged 152
		SP:Iteration 7Q (49180.120000 sec): 3 clusters
  Score: Raw -335992.084896 + Penalty 2702.956466 = -333289.128430
  nChanged 134
		SP:Iteration 8Q (49180.290000 sec): 3 clusters
  Score: Raw -336086.646471 + Penalty 2702.956466 = -333383.690004
  nChanged 106
		SP:Iteration 9Q (49180.460000 sec): 3 clusters
  Score: Raw -336154.841843 + Penalty 2702.956466 = -333451.885377
  nChanged 85
		SP:Iteration 10Q (49180.640000 sec): 3 clusters
  Score: Raw -336204.161843 + Penalty 2702.956466 = -333501.205376
  nChanged 67
		SP:Iteration 11Q (49180.810000 sec): 3 clusters
  Score: Raw -336247.194028 + Penalty 2702.956466 = -333544.237562
  nChanged 64
		SP:Iteration 12Q (49180.980000 sec): 3 clusters
  Score: Raw -336287.888405 + Penalty 2702.956466 = -333584.931939
  nChanged 50
		SP:Iteration 13Q (49181.160000 sec): 3 clusters
  Score: Raw -336324.194345 + Penalty 2702.956466 = -333621.237879
  nChanged 45
		SP:Iteration 14Q (49181.330000 sec): 3 clusters
  Score: Raw -336356.318670 + Penalty 2702.956466 = -333653.362204
  nChanged 36
		SP:Iteration 15Q (49181.490000 sec): 3 clusters
  Score: Raw -336376.319883 + Penalty 2702.956466 = -333673.363417
  nChanged 24
		SP:Iteration 16Q (49181.680000 sec): 3 clusters
  Score: Raw -336389.957446 + Penalty 2702.956466 = -333687.000980
  nChanged 21
		SP:Iteration 17Q (49181.850000 sec): 3 clusters
  Score: Raw -336403.139123 + Penalty 2702.956466 = -333700.182657
  nChanged 19
		SP:Iteration 18Q (49182.020000 sec): 3 clusters
  Score: Raw -336416.617024 + Penalty 2702.956466 = -333713.660557
  nChanged 24
		SP:Iteration 19Q (49182.200000 sec): 3 clusters
  Score: Raw -336433.340192 + Penalty 2702.956466 = -333730.383726
  nChanged 24
		SP:Iteration 20F (49182.370000 sec): 3 clusters
  Score: Raw -336454.582123 + Penalty 2702.956466 = -333751.625656
  nChanged 24
		SP:Iteration 21Q (49182.540000 sec): 3 clusters
  Score: Raw -336468.077363 + Penalty 2702.956466 = -333765.120897
  nChanged 17
		SP:Iteration 22Q (49182.720000 sec): 3 clusters
  Score: Raw -336480.065973 + Penalty 2702.956466 = -333777.109507
  nChanged 18
		SP:Iteration 23Q (49182.890000 sec): 3 clusters
  Score: Raw -336487.893487 + Penalty 2702.956466 = -333784.937021
  nChanged 10
		SP:Iteration 24Q (49183.060000 sec): 3 clusters
  Score: Raw -336493.229391 + Penalty 2702.956466 = -333790.272924
  nChanged 11
		SP:Iteration 25Q (49183.240000 sec): 3 clusters
  Score: Raw -336499.771118 + Penalty 2702.956466 = -333796.814652
  nChanged 12
		SP:Iteration 26Q (49183.410000 sec): 3 clusters
  Score: Raw -336505.134741 + Penalty 2702.956466 = -333802.178275
  nChanged 7
		SP:Iteration 27Q (49183.590000 sec): 3 clusters
  Score: Raw -336509.216826 + Penalty 2702.956466 = -333806.260360
  nChanged 7
		SP:Iteration 28Q (49183.760000 sec): 3 clusters
  Score: Raw -336513.521204 + Penalty 2702.956466 = -333810.564738
  nChanged 10
		SP:Iteration 29Q (49183.930000 sec): 3 clusters
  Score: Raw -336520.474471 + Penalty 2702.956466 = -333817.518004
  nChanged 10
		SP:Iteration 30Q (49184.110000 sec): 3 clusters
  Score: Raw -336527.064891 + Penalty 2702.956466 = -333824.108425
  nChanged 9
		SP:Iteration 31Q (49184.280000 sec): 3 clusters
  Score: Raw -336532.787987 + Penalty 2702.956466 = -333829.831520
  nChanged 10
		SP:Iteration 32Q (49184.460000 sec): 3 clusters
  Score: Raw -336539.277424 + Penalty 2702.956466 = -333836.320957
  nChanged 8
		SP:Iteration 33Q (49184.630000 sec): 3 clusters
  Score: Raw -336544.261645 + Penalty 2702.956466 = -333841.305178
  nChanged 10
		SP:Iteration 34Q (49184.800000 sec): 3 clusters
  Score: Raw -336549.636146 + Penalty 2702.956466 = -333846.679679
  nChanged 8
		SP:Iteration 35Q (49184.980000 sec): 3 clusters
  Score: Raw -336553.051179 + Penalty 2702.956466 = -333850.094713
  nChanged 4
		SP:Iteration 36Q (49185.150000 sec): 3 clusters
  Score: Raw -336555.575061 + Penalty 2702.956466 = -333852.618594
  nChanged 2
		SP:Iteration 37Q (49185.320000 sec): 3 clusters
  Score: Raw -336556.705333 + Penalty 2702.956466 = -333853.748867
  nChanged 3
		SP:Iteration 38Q (49185.540000 sec): 3 clusters
  Score: Raw -336559.354890 + Penalty 2702.956466 = -333856.398424
  nChanged 3
		SP:Iteration 39Q (49185.690000 sec): 3 clusters
  Score: Raw -336561.457984 + Penalty 2702.956466 = -333858.501518
  nChanged 5
		SP:Iteration 40F (49185.860000 sec): 3 clusters
  Score: Raw -336564.052592 + Penalty 2702.956466 = -333861.096126
  nChanged 7
		SP:Iteration 41Q (49186.030000 sec): 3 clusters
  Score: Raw -336569.003542 + Penalty 2702.956466 = -333866.047075
  nChanged 4
		SP:Iteration 42Q (49186.210000 sec): 3 clusters
  Score: Raw -336571.626138 + Penalty 2702.956466 = -333868.669672
  nChanged 4
		SP:Iteration 43Q (49186.380000 sec): 3 clusters
  Score: Raw -336574.395284 + Penalty 2702.956466 = -333871.438817
  nChanged 2
		SP:Iteration 44Q (49186.550000 sec): 3 clusters
  Score: Raw -336575.067143 + Penalty 2702.956466 = -333872.110676
  nChanged 0
		SP:Iteration 45F (49186.730000 sec): 3 clusters
  Score: Raw -336575.067143 + Penalty 2702.956466 = -333872.110676
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 101 (1088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49186.870000 sec): 2 clusters
  Score: Raw -89807.040245 + Penalty 1136.215669 = -88670.824576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49187.000000 sec): 3 clusters
  Score: Raw -89458.901882 + Penalty 2272.431339 = -87186.470543
  nChanged 328
		SP:Iteration 1F (49187.150000 sec): 3 clusters
  Score: Raw -89738.941492 + Penalty 2272.431339 = -87466.510153
  nChanged 71
		SP:Iteration 2F (49187.290000 sec): 3 clusters
  Score: Raw -89799.997487 + Penalty 2272.431339 = -87527.566148
  nChanged 34
		SP:Iteration 3Q (49187.450000 sec): 3 clusters
  Score: Raw -89836.599054 + Penalty 2272.431339 = -87564.167715
  nChanged 32
		SP:Iteration 4Q (49187.610000 sec): 3 clusters
  Score: Raw -89861.216690 + Penalty 2272.431339 = -87588.785351
  nChanged 23
		SP:Iteration 5Q (49187.770000 sec): 3 clusters
  Score: Raw -89884.923365 + Penalty 2272.431339 = -87612.492026
  nChanged 29
		SP:Iteration 6Q (49187.930000 sec): 3 clusters
  Score: Raw -89911.536061 + Penalty 2272.431339 = -87639.104722
  nChanged 22
		SP:Iteration 7Q (49188.120000 sec): 3 clusters
  Score: Raw -89926.490889 + Penalty 2272.431339 = -87654.059550
  nChanged 15
		SP:Iteration 8Q (49188.310000 sec): 3 clusters
  Score: Raw -89936.565103 + Penalty 2272.431339 = -87664.133764
  nChanged 9
		SP:Iteration 9Q (49188.490000 sec): 3 clusters
  Score: Raw -89944.556775 + Penalty 2272.431339 = -87672.125436
  nChanged 5
		SP:Iteration 10Q (49188.670000 sec): 3 clusters
  Score: Raw -89946.454068 + Penalty 2272.431339 = -87674.022729
  nChanged 2
		SP:Iteration 11Q (49188.850000 sec): 3 clusters
  Score: Raw -89947.668073 + Penalty 2272.431339 = -87675.236734
  nChanged 0
		SP:Iteration 12F (49189.020000 sec): 3 clusters
  Score: Raw -89947.668073 + Penalty 2272.431339 = -87675.236734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 102 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49189.110000 sec): 2 clusters
  Score: Raw -21443.788737 + Penalty 942.352556 = -20501.436181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49189.290000 sec): 3 clusters
  Score: Raw -21459.901221 + Penalty 1884.705113 = -19575.196108
  nChanged 65
		SP:Iteration 1F (49189.460000 sec): 3 clusters
  Score: Raw -21627.975325 + Penalty 1884.705113 = -19743.270213
  nChanged 28
		SP:Iteration 2F (49189.640000 sec): 3 clusters
  Score: Raw -21744.018177 + Penalty 1884.705113 = -19859.313064
  nChanged 13
		SP:Iteration 3Q (49189.810000 sec): 3 clusters
  Score: Raw -21807.677759 + Penalty 1884.705113 = -19922.972646
  nChanged 5
		SP:Iteration 4Q (49189.990000 sec): 3 clusters
  Score: Raw -21833.195913 + Penalty 1884.705113 = -19948.490800
  nChanged 2
		SP:Iteration 5Q (49190.170000 sec): 3 clusters
  Score: Raw -21836.260786 + Penalty 1884.705113 = -19951.555673
  nChanged 2
		SP:Iteration 6Q (49190.340000 sec): 3 clusters
  Score: Raw -21839.739773 + Penalty 1884.705113 = -19955.034660
  nChanged 2
		SP:Iteration 7Q (49190.520000 sec): 3 clusters
  Score: Raw -21847.884631 + Penalty 1884.705113 = -19963.179518
  nChanged 1
		SP:Iteration 8Q (49190.690000 sec): 3 clusters
  Score: Raw -21852.866955 + Penalty 1884.705113 = -19968.161842
  nChanged 1
		SP:Iteration 9Q (49190.870000 sec): 3 clusters
  Score: Raw -21858.742078 + Penalty 1884.705113 = -19974.036966
  nChanged 3
		SP:Iteration 10Q (49191.040000 sec): 3 clusters
  Score: Raw -21885.063641 + Penalty 1884.705113 = -20000.358528
  nChanged 6
		SP:Iteration 11Q (49191.220000 sec): 3 clusters
  Score: Raw -21902.482680 + Penalty 1884.705113 = -20017.777567
  nChanged 1
		SP:Iteration 12Q (49191.390000 sec): 3 clusters
  Score: Raw -21904.226232 + Penalty 1884.705113 = -20019.521119
  nChanged 1
		SP:Iteration 13Q (49191.570000 sec): 3 clusters
  Score: Raw -21908.610110 + Penalty 1884.705113 = -20023.904997
  nChanged 0
		SP:Iteration 14F (49191.750000 sec): 3 clusters
  Score: Raw -21908.610110 + Penalty 1884.705113 = -20023.904997
  nChanged 0
Iteration 299Q (49310.320000 sec): 103 clusters
  Score: Raw -34909463.324623 + Penalty 215858.830890 = -34693604.493733
  nChanged 4
Iteration 300F (49481.380000 sec): 103 clusters
  Score: Raw -34909464.777235 + Penalty 215858.830890 = -34693605.946345
  nChanged 1
Iteration 301Q (49603.500000 sec): 103 clusters
  Score: Raw -34909464.869704 + Penalty 215858.830890 = -34693606.038814
  nChanged 0
Iteration 302F (49768.280000 sec): 103 clusters
  Score: Raw -34909464.869704 + Penalty 215858.830890 = -34693606.038814
  nChanged 0
Compute initial score before splitting:   Score: Raw -34909464.869704 + Penalty 215858.830890 = -34693606.038814
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 1 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49768.340000 sec): 2 clusters
  Score: Raw -161225.155497 + Penalty 1243.307029 = -159981.848469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49768.560000 sec): 3 clusters
  Score: Raw -160364.831191 + Penalty 2486.614057 = -157878.217134
  nChanged 744
		SP:Iteration 1F (49768.720000 sec): 3 clusters
  Score: Raw -160829.699201 + Penalty 2486.614057 = -158343.085144
  nChanged 151
		SP:Iteration 2F (49768.880000 sec): 3 clusters
  Score: Raw -160925.207388 + Penalty 2486.614057 = -158438.593331
  nChanged 85
		SP:Iteration 3Q (49769.030000 sec): 3 clusters
  Score: Raw -160972.041594 + Penalty 2486.614057 = -158485.427537
  nChanged 56
		SP:Iteration 4Q (49769.190000 sec): 3 clusters
  Score: Raw -161016.725115 + Penalty 2486.614057 = -158530.111058
  nChanged 53
		SP:Iteration 5Q (49769.370000 sec): 3 clusters
  Score: Raw -161050.819510 + Penalty 2486.614057 = -158564.205453
  nChanged 52
		SP:Iteration 6Q (49769.540000 sec): 3 clusters
  Score: Raw -161089.654636 + Penalty 2486.614057 = -158603.040579
  nChanged 50
		SP:Iteration 7Q (49769.720000 sec): 3 clusters
  Score: Raw -161129.215372 + Penalty 2486.614057 = -158642.601315
  nChanged 48
		SP:Iteration 8Q (49769.900000 sec): 3 clusters
  Score: Raw -161155.057417 + Penalty 2486.614057 = -158668.443360
  nChanged 41
		SP:Iteration 9Q (49770.070000 sec): 3 clusters
  Score: Raw -161177.021820 + Penalty 2486.614057 = -158690.407763
  nChanged 36
		SP:Iteration 10Q (49770.250000 sec): 3 clusters
  Score: Raw -161195.511340 + Penalty 2486.614057 = -158708.897283
  nChanged 34
		SP:Iteration 11Q (49770.420000 sec): 3 clusters
  Score: Raw -161217.242636 + Penalty 2486.614057 = -158730.628579
  nChanged 44
		SP:Iteration 12Q (49770.600000 sec): 3 clusters
  Score: Raw -161239.252821 + Penalty 2486.614057 = -158752.638764
  nChanged 34
		SP:Iteration 13Q (49770.780000 sec): 3 clusters
  Score: Raw -161255.966146 + Penalty 2486.614057 = -158769.352089
  nChanged 28
		SP:Iteration 14Q (49770.950000 sec): 3 clusters
  Score: Raw -161270.844444 + Penalty 2486.614057 = -158784.230387
  nChanged 33
		SP:Iteration 15Q (49771.130000 sec): 3 clusters
  Score: Raw -161289.948499 + Penalty 2486.614057 = -158803.334442
  nChanged 30
		SP:Iteration 16Q (49771.300000 sec): 3 clusters
  Score: Raw -161306.724340 + Penalty 2486.614057 = -158820.110283
  nChanged 26
		SP:Iteration 17Q (49771.480000 sec): 3 clusters
  Score: Raw -161320.867631 + Penalty 2486.614057 = -158834.253574
  nChanged 26
		SP:Iteration 18Q (49771.660000 sec): 3 clusters
  Score: Raw -161332.410535 + Penalty 2486.614057 = -158845.796478
  nChanged 21
		SP:Iteration 19Q (49771.830000 sec): 3 clusters
  Score: Raw -161341.191201 + Penalty 2486.614057 = -158854.577144
  nChanged 20
		SP:Iteration 20F (49772.000000 sec): 3 clusters
  Score: Raw -161352.382958 + Penalty 2486.614057 = -158865.768901
  nChanged 23
		SP:Iteration 21Q (49772.180000 sec): 3 clusters
  Score: Raw -161365.910368 + Penalty 2486.614057 = -158879.296311
  nChanged 19
		SP:Iteration 22Q (49772.350000 sec): 3 clusters
  Score: Raw -161377.776875 + Penalty 2486.614057 = -158891.162818
  nChanged 19
		SP:Iteration 23Q (49772.520000 sec): 3 clusters
  Score: Raw -161387.280800 + Penalty 2486.614057 = -158900.666743
  nChanged 21
		SP:Iteration 24Q (49772.700000 sec): 3 clusters
  Score: Raw -161397.562557 + Penalty 2486.614057 = -158910.948500
  nChanged 15
		SP:Iteration 25Q (49772.870000 sec): 3 clusters
  Score: Raw -161405.243837 + Penalty 2486.614057 = -158918.629780
  nChanged 12
		SP:Iteration 26Q (49773.040000 sec): 3 clusters
  Score: Raw -161411.266399 + Penalty 2486.614057 = -158924.652342
  nChanged 12
		SP:Iteration 27Q (49773.220000 sec): 3 clusters
  Score: Raw -161418.584947 + Penalty 2486.614057 = -158931.970890
  nChanged 10
		SP:Iteration 28Q (49773.390000 sec): 3 clusters
  Score: Raw -161424.260982 + Penalty 2486.614057 = -158937.646925
  nChanged 8
		SP:Iteration 29Q (49773.570000 sec): 3 clusters
  Score: Raw -161427.290874 + Penalty 2486.614057 = -158940.676817
  nChanged 4
		SP:Iteration 30Q (49773.740000 sec): 3 clusters
  Score: Raw -161429.886284 + Penalty 2486.614057 = -158943.272226
  nChanged 6
		SP:Iteration 31Q (49773.910000 sec): 3 clusters
  Score: Raw -161434.393731 + Penalty 2486.614057 = -158947.779674
  nChanged 8
		SP:Iteration 32Q (49774.090000 sec): 3 clusters
  Score: Raw -161441.135895 + Penalty 2486.614057 = -158954.521838
  nChanged 9
		SP:Iteration 33Q (49774.260000 sec): 3 clusters
  Score: Raw -161445.650956 + Penalty 2486.614057 = -158959.036899
  nChanged 6
		SP:Iteration 34Q (49774.440000 sec): 3 clusters
  Score: Raw -161449.102202 + Penalty 2486.614057 = -158962.488144
  nChanged 9
		SP:Iteration 35Q (49774.610000 sec): 3 clusters
  Score: Raw -161453.366738 + Penalty 2486.614057 = -158966.752681
  nChanged 8
		SP:Iteration 36Q (49774.780000 sec): 3 clusters
  Score: Raw -161459.420100 + Penalty 2486.614057 = -158972.806042
  nChanged 5
		SP:Iteration 37Q (49774.960000 sec): 3 clusters
  Score: Raw -161462.504233 + Penalty 2486.614057 = -158975.890176
  nChanged 3
		SP:Iteration 38Q (49775.130000 sec): 3 clusters
  Score: Raw -161463.950825 + Penalty 2486.614057 = -158977.336768
  nChanged 5
		SP:Iteration 39Q (49775.300000 sec): 3 clusters
  Score: Raw -161466.249540 + Penalty 2486.614057 = -158979.635483
  nChanged 3
		SP:Iteration 40F (49775.480000 sec): 3 clusters
  Score: Raw -161468.398156 + Penalty 2486.614057 = -158981.784099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 2 (18362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49775.680000 sec): 2 clusters
  Score: Raw -1508536.554152 + Penalty 1595.431271 = -1506941.122881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49775.980000 sec): 3 clusters
  Score: Raw -1497488.311213 + Penalty 3190.862542 = -1494297.448672
  nChanged 8263
		SP:Iteration 1F (49776.250000 sec): 3 clusters
  Score: Raw -1502060.154792 + Penalty 3190.862542 = -1498869.292250
  nChanged 881
		SP:Iteration 2Q (49776.560000 sec): 3 clusters
  Score: Raw -1502333.096621 + Penalty 3190.862542 = -1499142.234080
  nChanged 759
		SP:Iteration 3Q (49776.880000 sec): 3 clusters
  Score: Raw -1502555.387588 + Penalty 3190.862542 = -1499364.525046
  nChanged 655
		SP:Iteration 4Q (49777.250000 sec): 3 clusters
  Score: Raw -1502750.207835 + Penalty 3190.862542 = -1499559.345293
  nChanged 603
		SP:Iteration 5Q (49777.560000 sec): 3 clusters
  Score: Raw -1502938.541386 + Penalty 3190.862542 = -1499747.678844
  nChanged 598
		SP:Iteration 6Q (49777.860000 sec): 3 clusters
  Score: Raw -1503146.642551 + Penalty 3190.862542 = -1499955.780009
  nChanged 675
		SP:Iteration 7Q (49778.170000 sec): 3 clusters
  Score: Raw -1503416.222258 + Penalty 3190.862542 = -1500225.359716
  nChanged 753
		SP:Iteration 8Q (49778.470000 sec): 3 clusters
  Score: Raw -1503730.649264 + Penalty 3190.862542 = -1500539.786722
  nChanged 797
		SP:Iteration 9Q (49778.800000 sec): 3 clusters
  Score: Raw -1504127.939767 + Penalty 3190.862542 = -1500937.077225
  nChanged 871
		SP:Iteration 10Q (49779.130000 sec): 3 clusters
  Score: Raw -1504616.455743 + Penalty 3190.862542 = -1501425.593202
  nChanged 911
		SP:Iteration 11Q (49779.470000 sec): 3 clusters
  Score: Raw -1505202.488871 + Penalty 3190.862542 = -1502011.626329
  nChanged 857
		SP:Iteration 12Q (49779.800000 sec): 3 clusters
  Score: Raw -1505808.491337 + Penalty 3190.862542 = -1502617.628795
  nChanged 777
		SP:Iteration 13Q (49780.150000 sec): 3 clusters
  Score: Raw -1506397.612565 + Penalty 3190.862542 = -1503206.750023
  nChanged 655
		SP:Iteration 14Q (49780.480000 sec): 3 clusters
  Score: Raw -1506845.185929 + Penalty 3190.862542 = -1503654.323387
  nChanged 514
		SP:Iteration 15Q (49780.820000 sec): 3 clusters
  Score: Raw -1507161.834241 + Penalty 3190.862542 = -1503970.971699
  nChanged 438
		SP:Iteration 16Q (49781.070000 sec): 3 clusters
  Score: Raw -1507443.694181 + Penalty 3190.862542 = -1504252.831639
  nChanged 356
		SP:Iteration 17Q (49781.400000 sec): 3 clusters
  Score: Raw -1507663.625985 + Penalty 3190.862542 = -1504472.763443
  nChanged 323
		SP:Iteration 18Q (49781.740000 sec): 3 clusters
  Score: Raw -1507850.923940 + Penalty 3190.862542 = -1504660.061398
  nChanged 267
		SP:Iteration 19Q (49782.060000 sec): 3 clusters
  Score: Raw -1508000.137898 + Penalty 3190.862542 = -1504809.275356
  nChanged 228
		SP:Iteration 20F (49782.360000 sec): 3 clusters
  Score: Raw -1508138.237309 + Penalty 3190.862542 = -1504947.374767
  nChanged 205
		SP:Iteration 21Q (49782.670000 sec): 3 clusters
  Score: Raw -1508258.487431 + Penalty 3190.862542 = -1505067.624889
  nChanged 152
		SP:Iteration 22Q (49783.000000 sec): 3 clusters
  Score: Raw -1508350.132193 + Penalty 3190.862542 = -1505159.269651
  nChanged 129
		SP:Iteration 23Q (49783.360000 sec): 3 clusters
  Score: Raw -1508431.901021 + Penalty 3190.862542 = -1505241.038479
  nChanged 112
		SP:Iteration 24Q (49783.660000 sec): 3 clusters
  Score: Raw -1508501.578291 + Penalty 3190.862542 = -1505310.715749
  nChanged 86
		SP:Iteration 25Q (49784.000000 sec): 3 clusters
  Score: Raw -1508551.348078 + Penalty 3190.862542 = -1505360.485536
  nChanged 70
		SP:Iteration 26Q (49784.260000 sec): 3 clusters
  Score: Raw -1508584.577886 + Penalty 3190.862542 = -1505393.715344
  nChanged 57
		SP:Iteration 27Q (49784.580000 sec): 3 clusters
  Score: Raw -1508610.896456 + Penalty 3190.862542 = -1505420.033914
  nChanged 51
		SP:Iteration 28Q (49784.890000 sec): 3 clusters
  Score: Raw -1508637.961412 + Penalty 3190.862542 = -1505447.098870
  nChanged 47
		SP:Iteration 29Q (49785.200000 sec): 3 clusters
  Score: Raw -1508664.215663 + Penalty 3190.862542 = -1505473.353121
  nChanged 43
		SP:Iteration 30Q (49785.480000 sec): 3 clusters
  Score: Raw -1508690.801004 + Penalty 3190.862542 = -1505499.938462
  nChanged 41
		SP:Iteration 31Q (49785.800000 sec): 3 clusters
  Score: Raw -1508720.349094 + Penalty 3190.862542 = -1505529.486552
  nChanged 39
		SP:Iteration 32Q (49786.130000 sec): 3 clusters
  Score: Raw -1508750.742595 + Penalty 3190.862542 = -1505559.880053
  nChanged 41
		SP:Iteration 33Q (49786.460000 sec): 3 clusters
  Score: Raw -1508773.090370 + Penalty 3190.862542 = -1505582.227828
  nChanged 31
		SP:Iteration 34Q (49786.750000 sec): 3 clusters
  Score: Raw -1508787.223413 + Penalty 3190.862542 = -1505596.360871
  nChanged 24
		SP:Iteration 35Q (49787.030000 sec): 3 clusters
  Score: Raw -1508802.394398 + Penalty 3190.862542 = -1505611.531856
  nChanged 22
		SP:Iteration 36Q (49787.320000 sec): 3 clusters
  Score: Raw -1508815.953619 + Penalty 3190.862542 = -1505625.091077
  nChanged 23
		SP:Iteration 37Q (49787.590000 sec): 3 clusters
  Score: Raw -1508826.497202 + Penalty 3190.862542 = -1505635.634660
  nChanged 19
		SP:Iteration 38Q (49787.940000 sec): 3 clusters
  Score: Raw -1508834.594050 + Penalty 3190.862542 = -1505643.731508
  nChanged 9
		SP:Iteration 39Q (49788.210000 sec): 3 clusters
  Score: Raw -1508839.498105 + Penalty 3190.862542 = -1505648.635563
  nChanged 7
		SP:Iteration 40F (49788.530000 sec): 3 clusters
  Score: Raw -1508842.591828 + Penalty 3190.862542 = -1505651.729286
  nChanged 7
		SP:Iteration 41Q (49788.820000 sec): 3 clusters
  Score: Raw -1508845.333652 + Penalty 3190.862542 = -1505654.471110
  nChanged 8
		SP:Iteration 42Q (49789.140000 sec): 3 clusters
  Score: Raw -1508849.857935 + Penalty 3190.862542 = -1505658.995393
  nChanged 9
		SP:Iteration 43Q (49789.430000 sec): 3 clusters
  Score: Raw -1508853.801085 + Penalty 3190.862542 = -1505662.938543
  nChanged 5
		SP:Iteration 44Q (49789.750000 sec): 3 clusters
  Score: Raw -1508856.690164 + Penalty 3190.862542 = -1505665.827622
  nChanged 5
		SP:Iteration 45Q (49790.070000 sec): 3 clusters
  Score: Raw -1508858.906750 + Penalty 3190.862542 = -1505668.044208
  nChanged 4
		SP:Iteration 46Q (49790.370000 sec): 3 clusters
  Score: Raw -1508861.391933 + Penalty 3190.862542 = -1505670.529391
  nChanged 1
		SP:Iteration 47Q (49790.690000 sec): 3 clusters
  Score: Raw -1508861.584710 + Penalty 3190.862542 = -1505670.722168
  nChanged 2
		SP:Iteration 48Q (49791.010000 sec): 3 clusters
  Score: Raw -1508862.074989 + Penalty 3190.862542 = -1505671.212447
  nChanged 2
		SP:Iteration 49Q (49791.310000 sec): 3 clusters
  Score: Raw -1508862.703467 + Penalty 3190.862542 = -1505671.840925
  nChanged 1
		SP:Iteration 50Q (49791.620000 sec): 3 clusters
  Score: Raw -1508862.801361 + Penalty 3190.862542 = -1505671.938819
  nChanged 0
		SP:Iteration 51F (49791.930000 sec): 3 clusters
  Score: Raw -1508862.801361 + Penalty 3190.862542 = -1505671.938819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 3 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49792.010000 sec): 2 clusters
  Score: Raw -198200.728306 + Penalty 1273.666699 = -196927.061607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49792.180000 sec): 3 clusters
  Score: Raw -197049.921273 + Penalty 2547.333398 = -194502.587875
  nChanged 940
		SP:Iteration 1F (49792.360000 sec): 3 clusters
  Score: Raw -197600.777208 + Penalty 2547.333398 = -195053.443810
  nChanged 183
		SP:Iteration 2F (49792.530000 sec): 3 clusters
  Score: Raw -197720.762966 + Penalty 2547.333398 = -195173.429568
  nChanged 130
		SP:Iteration 3F (49792.710000 sec): 3 clusters
  Score: Raw -197808.859144 + Penalty 2547.333398 = -195261.525746
  nChanged 113
		SP:Iteration 4Q (49792.890000 sec): 3 clusters
  Score: Raw -197886.669165 + Penalty 2547.333398 = -195339.335767
  nChanged 106
		SP:Iteration 5Q (49793.060000 sec): 3 clusters
  Score: Raw -197956.760101 + Penalty 2547.333398 = -195409.426704
  nChanged 99
		SP:Iteration 6Q (49793.240000 sec): 3 clusters
  Score: Raw -198018.865986 + Penalty 2547.333398 = -195471.532588
  nChanged 75
		SP:Iteration 7Q (49793.410000 sec): 3 clusters
  Score: Raw -198071.397034 + Penalty 2547.333398 = -195524.063637
  nChanged 72
		SP:Iteration 8Q (49793.590000 sec): 3 clusters
  Score: Raw -198118.388822 + Penalty 2547.333398 = -195571.055425
  nChanged 60
		SP:Iteration 9Q (49793.770000 sec): 3 clusters
  Score: Raw -198161.582625 + Penalty 2547.333398 = -195614.249227
  nChanged 65
		SP:Iteration 10Q (49793.940000 sec): 3 clusters
  Score: Raw -198200.584398 + Penalty 2547.333398 = -195653.251000
  nChanged 46
		SP:Iteration 11Q (49794.120000 sec): 3 clusters
  Score: Raw -198224.269162 + Penalty 2547.333398 = -195676.935764
  nChanged 29
		SP:Iteration 12Q (49794.290000 sec): 3 clusters
  Score: Raw -198238.954609 + Penalty 2547.333398 = -195691.621211
  nChanged 18
		SP:Iteration 13Q (49794.470000 sec): 3 clusters
  Score: Raw -198245.065021 + Penalty 2547.333398 = -195697.731624
  nChanged 8
		SP:Iteration 14Q (49794.650000 sec): 3 clusters
  Score: Raw -198248.531280 + Penalty 2547.333398 = -195701.197882
  nChanged 11
		SP:Iteration 15Q (49794.820000 sec): 3 clusters
  Score: Raw -198252.906819 + Penalty 2547.333398 = -195705.573422
  nChanged 8
		SP:Iteration 16Q (49794.990000 sec): 3 clusters
  Score: Raw -198255.544875 + Penalty 2547.333398 = -195708.211477
  nChanged 5
		SP:Iteration 17Q (49795.170000 sec): 3 clusters
  Score: Raw -198257.990415 + Penalty 2547.333398 = -195710.657018
  nChanged 4
		SP:Iteration 18Q (49795.350000 sec): 3 clusters
  Score: Raw -198259.136477 + Penalty 2547.333398 = -195711.803079
  nChanged 5
		SP:Iteration 19Q (49795.520000 sec): 3 clusters
  Score: Raw -198260.740120 + Penalty 2547.333398 = -195713.406722
  nChanged 5
		SP:Iteration 20F (49795.700000 sec): 3 clusters
  Score: Raw -198262.541135 + Penalty 2547.333398 = -195715.207738
  nChanged 5
		SP:Iteration 21Q (49795.870000 sec): 3 clusters
  Score: Raw -198264.478730 + Penalty 2547.333398 = -195717.145333
  nChanged 1
		SP:Iteration 22Q (49796.050000 sec): 3 clusters
  Score: Raw -198264.663262 + Penalty 2547.333398 = -195717.329864
  nChanged 1
		SP:Iteration 23Q (49796.230000 sec): 3 clusters
  Score: Raw -198264.797778 + Penalty 2547.333398 = -195717.464381
  nChanged 1
		SP:Iteration 24Q (49796.400000 sec): 3 clusters
  Score: Raw -198265.199930 + Penalty 2547.333398 = -195717.866533
  nChanged 0
		SP:Iteration 25F (49796.580000 sec): 3 clusters
  Score: Raw -198265.199930 + Penalty 2547.333398 = -195717.866533
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 4 (1157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49796.660000 sec): 2 clusters
  Score: Raw -78713.645930 + Penalty 1146.207681 = -77567.438249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49796.840000 sec): 3 clusters
  Score: Raw -78377.899929 + Penalty 2292.415361 = -76085.484568
  nChanged 355
		SP:Iteration 1F (49797.010000 sec): 3 clusters
  Score: Raw -78804.558431 + Penalty 2292.415361 = -76512.143069
  nChanged 115
		SP:Iteration 2F (49797.190000 sec): 3 clusters
  Score: Raw -78982.086114 + Penalty 2292.415361 = -76689.670752
  nChanged 69
		SP:Iteration 3F (49797.370000 sec): 3 clusters
  Score: Raw -79090.173178 + Penalty 2292.415361 = -76797.757817
  nChanged 39
		SP:Iteration 4Q (49797.540000 sec): 3 clusters
  Score: Raw -79158.253822 + Penalty 2292.415361 = -76865.838461
  nChanged 45
		SP:Iteration 5Q (49797.720000 sec): 3 clusters
  Score: Raw -79230.573883 + Penalty 2292.415361 = -76938.158522
  nChanged 37
		SP:Iteration 6Q (49797.890000 sec): 3 clusters
  Score: Raw -79298.817274 + Penalty 2292.415361 = -77006.401912
  nChanged 22
		SP:Iteration 7Q (49798.070000 sec): 3 clusters
  Score: Raw -79333.658923 + Penalty 2292.415361 = -77041.243561
  nChanged 14
		SP:Iteration 8Q (49798.250000 sec): 3 clusters
  Score: Raw -79352.077800 + Penalty 2292.415361 = -77059.662439
  nChanged 15
		SP:Iteration 9Q (49798.420000 sec): 3 clusters
  Score: Raw -79383.039143 + Penalty 2292.415361 = -77090.623782
  nChanged 12
		SP:Iteration 10Q (49798.600000 sec): 3 clusters
  Score: Raw -79398.363174 + Penalty 2292.415361 = -77105.947813
  nChanged 15
		SP:Iteration 11Q (49798.770000 sec): 3 clusters
  Score: Raw -79419.070369 + Penalty 2292.415361 = -77126.655007
  nChanged 12
		SP:Iteration 12Q (49798.950000 sec): 3 clusters
  Score: Raw -79430.240629 + Penalty 2292.415361 = -77137.825268
  nChanged 6
		SP:Iteration 13Q (49799.130000 sec): 3 clusters
  Score: Raw -79437.076841 + Penalty 2292.415361 = -77144.661480
  nChanged 3
		SP:Iteration 14Q (49799.300000 sec): 3 clusters
  Score: Raw -79439.543769 + Penalty 2292.415361 = -77147.128407
  nChanged 0
		SP:Iteration 15F (49799.480000 sec): 3 clusters
  Score: Raw -79439.543769 + Penalty 2292.415361 = -77147.128407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 5 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49799.620000 sec): 2 clusters
  Score: Raw -534080.440624 + Penalty 1435.532417 = -532644.908208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49799.800000 sec): 3 clusters
  Score: Raw -530420.822113 + Penalty 2871.064833 = -527549.757280
  nChanged 2827
		SP:Iteration 1F (49800.000000 sec): 3 clusters
  Score: Raw -532079.901524 + Penalty 2871.064833 = -529208.836691
  nChanged 524
		SP:Iteration 2F (49800.190000 sec): 3 clusters
  Score: Raw -532388.595609 + Penalty 2871.064833 = -529517.530776
  nChanged 431
		SP:Iteration 3F (49800.380000 sec): 3 clusters
  Score: Raw -532635.490055 + Penalty 2871.064833 = -529764.425221
  nChanged 372
		SP:Iteration 4F (49800.620000 sec): 3 clusters
  Score: Raw -532841.297503 + Penalty 2871.064833 = -529970.232670
  nChanged 315
		SP:Iteration 5Q (49800.820000 sec): 3 clusters
  Score: Raw -533002.187577 + Penalty 2871.064833 = -530131.122744
  nChanged 273
		SP:Iteration 6Q (49801.030000 sec): 3 clusters
  Score: Raw -533131.627878 + Penalty 2871.064833 = -530260.563045
  nChanged 229
		SP:Iteration 7Q (49801.230000 sec): 3 clusters
  Score: Raw -533243.169277 + Penalty 2871.064833 = -530372.104443
  nChanged 181
		SP:Iteration 8Q (49801.470000 sec): 3 clusters
  Score: Raw -533341.953808 + Penalty 2871.064833 = -530470.888974
  nChanged 203
		SP:Iteration 9Q (49801.650000 sec): 3 clusters
  Score: Raw -533447.396144 + Penalty 2871.064833 = -530576.331311
  nChanged 173
		SP:Iteration 10Q (49801.880000 sec): 3 clusters
  Score: Raw -533532.988967 + Penalty 2871.064833 = -530661.924134
  nChanged 153
		SP:Iteration 11Q (49802.090000 sec): 3 clusters
  Score: Raw -533605.301374 + Penalty 2871.064833 = -530734.236541
  nChanged 116
		SP:Iteration 12Q (49802.290000 sec): 3 clusters
  Score: Raw -533660.515389 + Penalty 2871.064833 = -530789.450555
  nChanged 115
		SP:Iteration 13Q (49802.480000 sec): 3 clusters
  Score: Raw -533713.938012 + Penalty 2871.064833 = -530842.873179
  nChanged 116
		SP:Iteration 14Q (49802.680000 sec): 3 clusters
  Score: Raw -533762.062868 + Penalty 2871.064833 = -530890.998034
  nChanged 85
		SP:Iteration 15Q (49802.930000 sec): 3 clusters
  Score: Raw -533799.330136 + Penalty 2871.064833 = -530928.265302
  nChanged 76
		SP:Iteration 16Q (49803.170000 sec): 3 clusters
  Score: Raw -533835.749351 + Penalty 2871.064833 = -530964.684518
  nChanged 84
		SP:Iteration 17Q (49803.370000 sec): 3 clusters
  Score: Raw -533878.928361 + Penalty 2871.064833 = -531007.863528
  nChanged 78
		SP:Iteration 18Q (49803.560000 sec): 3 clusters
  Score: Raw -533918.476139 + Penalty 2871.064833 = -531047.411306
  nChanged 73
		SP:Iteration 19Q (49803.760000 sec): 3 clusters
  Score: Raw -533951.537038 + Penalty 2871.064833 = -531080.472205
  nChanged 65
		SP:Iteration 20F (49803.970000 sec): 3 clusters
  Score: Raw -533979.386218 + Penalty 2871.064833 = -531108.321384
  nChanged 57
		SP:Iteration 21Q (49804.190000 sec): 3 clusters
  Score: Raw -534002.464292 + Penalty 2871.064833 = -531131.399459
  nChanged 45
		SP:Iteration 22Q (49804.390000 sec): 3 clusters
  Score: Raw -534022.484467 + Penalty 2871.064833 = -531151.419634
  nChanged 41
		SP:Iteration 23Q (49804.590000 sec): 3 clusters
  Score: Raw -534038.535823 + Penalty 2871.064833 = -531167.470990
  nChanged 36
		SP:Iteration 24Q (49804.790000 sec): 3 clusters
  Score: Raw -534052.370499 + Penalty 2871.064833 = -531181.305666
  nChanged 36
		SP:Iteration 25Q (49804.990000 sec): 3 clusters
  Score: Raw -534065.549807 + Penalty 2871.064833 = -531194.484973
  nChanged 37
		SP:Iteration 26Q (49805.190000 sec): 3 clusters
  Score: Raw -534080.313283 + Penalty 2871.064833 = -531209.248450
  nChanged 25
		SP:Iteration 27Q (49805.400000 sec): 3 clusters
  Score: Raw -534088.658866 + Penalty 2871.064833 = -531217.594033
  nChanged 19
		SP:Iteration 28Q (49805.590000 sec): 3 clusters
  Score: Raw -534095.906679 + Penalty 2871.064833 = -531224.841846
  nChanged 17
		SP:Iteration 29Q (49805.790000 sec): 3 clusters
  Score: Raw -534102.870820 + Penalty 2871.064833 = -531231.805987
  nChanged 18
		SP:Iteration 30Q (49805.990000 sec): 3 clusters
  Score: Raw -534108.434732 + Penalty 2871.064833 = -531237.369899
  nChanged 16
		SP:Iteration 31Q (49806.200000 sec): 3 clusters
  Score: Raw -534114.260085 + Penalty 2871.064833 = -531243.195252
  nChanged 18
		SP:Iteration 32Q (49806.400000 sec): 3 clusters
  Score: Raw -534118.953301 + Penalty 2871.064833 = -531247.888467
  nChanged 18
		SP:Iteration 33Q (49806.590000 sec): 3 clusters
  Score: Raw -534124.546113 + Penalty 2871.064833 = -531253.481279
  nChanged 14
		SP:Iteration 34Q (49806.780000 sec): 3 clusters
  Score: Raw -534128.457123 + Penalty 2871.064833 = -531257.392289
  nChanged 20
		SP:Iteration 35Q (49807.050000 sec): 3 clusters
  Score: Raw -534134.599811 + Penalty 2871.064833 = -531263.534977
  nChanged 14
		SP:Iteration 36Q (49807.210000 sec): 3 clusters
  Score: Raw -534138.851471 + Penalty 2871.064833 = -531267.786637
  nChanged 14
		SP:Iteration 37Q (49807.390000 sec): 3 clusters
  Score: Raw -534143.077418 + Penalty 2871.064833 = -531272.012584
  nChanged 16
		SP:Iteration 38Q (49807.600000 sec): 3 clusters
  Score: Raw -534146.583932 + Penalty 2871.064833 = -531275.519099
  nChanged 17
		SP:Iteration 39Q (49807.790000 sec): 3 clusters
  Score: Raw -534151.574433 + Penalty 2871.064833 = -531280.509600
  nChanged 17
		SP:Iteration 40F (49807.990000 sec): 3 clusters
  Score: Raw -534156.338981 + Penalty 2871.064833 = -531285.274148
  nChanged 22
		SP:Iteration 41Q (49808.180000 sec): 3 clusters
  Score: Raw -534163.747955 + Penalty 2871.064833 = -531292.683121
  nChanged 25
		SP:Iteration 42Q (49808.380000 sec): 3 clusters
  Score: Raw -534172.859593 + Penalty 2871.064833 = -531301.794759
  nChanged 24
		SP:Iteration 43Q (49808.580000 sec): 3 clusters
  Score: Raw -534182.904217 + Penalty 2871.064833 = -531311.839384
  nChanged 22
		SP:Iteration 44Q (49808.790000 sec): 3 clusters
  Score: Raw -534191.842070 + Penalty 2871.064833 = -531320.777236
  nChanged 21
		SP:Iteration 45Q (49808.990000 sec): 3 clusters
  Score: Raw -534200.325141 + Penalty 2871.064833 = -531329.260307
  nChanged 23
		SP:Iteration 46Q (49809.190000 sec): 3 clusters
  Score: Raw -534209.780229 + Penalty 2871.064833 = -531338.715396
  nChanged 26
		SP:Iteration 47Q (49809.420000 sec): 3 clusters
  Score: Raw -534220.922534 + Penalty 2871.064833 = -531349.857700
  nChanged 29
		SP:Iteration 48Q (49809.610000 sec): 3 clusters
  Score: Raw -534231.330718 + Penalty 2871.064833 = -531360.265885
  nChanged 18
		SP:Iteration 49Q (49809.820000 sec): 3 clusters
  Score: Raw -534240.327794 + Penalty 2871.064833 = -531369.262961
  nChanged 21
		SP:Iteration 50Q (49810.020000 sec): 3 clusters
  Score: Raw -534252.679836 + Penalty 2871.064833 = -531381.615002
  nChanged 27
		SP:Iteration 51Q (49810.230000 sec): 3 clusters
  Score: Raw -534263.965826 + Penalty 2871.064833 = -531392.900993
  nChanged 20
		SP:Iteration 52Q (49810.410000 sec): 3 clusters
  Score: Raw -534270.321693 + Penalty 2871.064833 = -531399.256860
  nChanged 18
		SP:Iteration 53Q (49810.600000 sec): 3 clusters
  Score: Raw -534279.109832 + Penalty 2871.064833 = -531408.044999
  nChanged 21
		SP:Iteration 54Q (49810.840000 sec): 3 clusters
  Score: Raw -534290.216942 + Penalty 2871.064833 = -531419.152109
  nChanged 23
		SP:Iteration 55Q (49811.030000 sec): 3 clusters
  Score: Raw -534299.022820 + Penalty 2871.064833 = -531427.957987
  nChanged 20
		SP:Iteration 56Q (49811.230000 sec): 3 clusters
  Score: Raw -534307.506324 + Penalty 2871.064833 = -531436.441491
  nChanged 15
		SP:Iteration 57Q (49811.420000 sec): 3 clusters
  Score: Raw -534313.202981 + Penalty 2871.064833 = -531442.138148
  nChanged 8
		SP:Iteration 58Q (49811.610000 sec): 3 clusters
  Score: Raw -534317.299250 + Penalty 2871.064833 = -531446.234416
  nChanged 5
		SP:Iteration 59Q (49811.800000 sec): 3 clusters
  Score: Raw -534320.430794 + Penalty 2871.064833 = -531449.365960
  nChanged 10
		SP:Iteration 60F (49812.010000 sec): 3 clusters
  Score: Raw -534326.369842 + Penalty 2871.064833 = -531455.305008
  nChanged 11
		SP:Iteration 61Q (49812.210000 sec): 3 clusters
  Score: Raw -534333.015931 + Penalty 2871.064833 = -531461.951097
  nChanged 10
		SP:Iteration 62Q (49812.410000 sec): 3 clusters
  Score: Raw -534341.971434 + Penalty 2871.064833 = -531470.906601
  nChanged 10
		SP:Iteration 63Q (49812.610000 sec): 3 clusters
  Score: Raw -534349.398134 + Penalty 2871.064833 = -531478.333301
  nChanged 16
		SP:Iteration 64Q (49812.800000 sec): 3 clusters
  Score: Raw -534357.545665 + Penalty 2871.064833 = -531486.480831
  nChanged 18
		SP:Iteration 65Q (49812.990000 sec): 3 clusters
  Score: Raw -534368.543709 + Penalty 2871.064833 = -531497.478875
  nChanged 19
		SP:Iteration 66Q (49813.250000 sec): 3 clusters
  Score: Raw -534378.304722 + Penalty 2871.064833 = -531507.239889
  nChanged 18
		SP:Iteration 67Q (49813.450000 sec): 3 clusters
  Score: Raw -534392.105486 + Penalty 2871.064833 = -531521.040652
  nChanged 18
		SP:Iteration 68Q (49813.640000 sec): 3 clusters
  Score: Raw -534402.865567 + Penalty 2871.064833 = -531531.800733
  nChanged 13
		SP:Iteration 69Q (49813.840000 sec): 3 clusters
  Score: Raw -534413.123195 + Penalty 2871.064833 = -531542.058361
  nChanged 14
		SP:Iteration 70Q (49814.020000 sec): 3 clusters
  Score: Raw -534421.966690 + Penalty 2871.064833 = -531550.901856
  nChanged 14
		SP:Iteration 71Q (49814.210000 sec): 3 clusters
  Score: Raw -534429.564557 + Penalty 2871.064833 = -531558.499723
  nChanged 11
		SP:Iteration 72Q (49814.400000 sec): 3 clusters
  Score: Raw -534437.099943 + Penalty 2871.064833 = -531566.035110
  nChanged 16
		SP:Iteration 73Q (49814.580000 sec): 3 clusters
  Score: Raw -534443.318663 + Penalty 2871.064833 = -531572.253830
  nChanged 6
		SP:Iteration 74Q (49814.770000 sec): 3 clusters
  Score: Raw -534446.230436 + Penalty 2871.064833 = -531575.165603
  nChanged 4
		SP:Iteration 75Q (49814.960000 sec): 3 clusters
  Score: Raw -534450.335690 + Penalty 2871.064833 = -531579.270857
  nChanged 5
		SP:Iteration 76Q (49815.140000 sec): 3 clusters
  Score: Raw -534453.075784 + Penalty 2871.064833 = -531582.010951
  nChanged 7
		SP:Iteration 77Q (49815.330000 sec): 3 clusters
  Score: Raw -534457.612500 + Penalty 2871.064833 = -531586.547666
  nChanged 6
		SP:Iteration 78Q (49815.530000 sec): 3 clusters
  Score: Raw -534461.731490 + Penalty 2871.064833 = -531590.666656
  nChanged 9
		SP:Iteration 79Q (49815.730000 sec): 3 clusters
  Score: Raw -534466.032664 + Penalty 2871.064833 = -531594.967831
  nChanged 6
		SP:Iteration 80F (49815.920000 sec): 3 clusters
  Score: Raw -534470.128044 + Penalty 2871.064833 = -531599.063210
  nChanged 3
		SP:Iteration 81Q (49816.120000 sec): 3 clusters
  Score: Raw -534472.735477 + Penalty 2871.064833 = -531601.670644
  nChanged 8
		SP:Iteration 82Q (49816.320000 sec): 3 clusters
  Score: Raw -534479.659024 + Penalty 2871.064833 = -531608.594191
  nChanged 8
		SP:Iteration 83Q (49816.600000 sec): 3 clusters
  Score: Raw -534484.493013 + Penalty 2871.064833 = -531613.428180
  nChanged 4
		SP:Iteration 84Q (49816.750000 sec): 3 clusters
  Score: Raw -534485.825059 + Penalty 2871.064833 = -531614.760226
  nChanged 6
		SP:Iteration 85Q (49816.940000 sec): 3 clusters
  Score: Raw -534488.361052 + Penalty 2871.064833 = -531617.296219
  nChanged 4
		SP:Iteration 86Q (49817.130000 sec): 3 clusters
  Score: Raw -534490.913110 + Penalty 2871.064833 = -531619.848276
  nChanged 5
		SP:Iteration 87Q (49817.320000 sec): 3 clusters
  Score: Raw -534494.959488 + Penalty 2871.064833 = -531623.894654
  nChanged 6
		SP:Iteration 88Q (49817.510000 sec): 3 clusters
  Score: Raw -534498.438149 + Penalty 2871.064833 = -531627.373316
  nChanged 3
		SP:Iteration 89Q (49817.700000 sec): 3 clusters
  Score: Raw -534499.747797 + Penalty 2871.064833 = -531628.682964
  nChanged 5
		SP:Iteration 90Q (49817.890000 sec): 3 clusters
  Score: Raw -534503.347589 + Penalty 2871.064833 = -531632.282756
  nChanged 5
		SP:Iteration 91Q (49818.080000 sec): 3 clusters
  Score: Raw -534505.888064 + Penalty 2871.064833 = -531634.823231
  nChanged 0
		SP:Iteration 92F (49818.270000 sec): 3 clusters
  Score: Raw -534505.888064 + Penalty 2871.064833 = -531634.823231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 6 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49818.380000 sec): 2 clusters
  Score: Raw -103578.120751 + Penalty 1166.637545 = -102411.483206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49818.540000 sec): 3 clusters
  Score: Raw -103142.970611 + Penalty 2333.275090 = -100809.695520
  nChanged 429
		SP:Iteration 1F (49818.690000 sec): 3 clusters
  Score: Raw -103549.293603 + Penalty 2333.275090 = -101216.018513
  nChanged 101
		SP:Iteration 2F (49818.840000 sec): 3 clusters
  Score: Raw -103665.605414 + Penalty 2333.275090 = -101332.330324
  nChanged 63
		SP:Iteration 3Q (49819.000000 sec): 3 clusters
  Score: Raw -103763.014363 + Penalty 2333.275090 = -101429.739273
  nChanged 64
		SP:Iteration 4Q (49819.150000 sec): 3 clusters
  Score: Raw -103870.950227 + Penalty 2333.275090 = -101537.675137
  nChanged 54
		SP:Iteration 5Q (49819.300000 sec): 3 clusters
  Score: Raw -103932.634773 + Penalty 2333.275090 = -101599.359683
  nChanged 41
		SP:Iteration 6Q (49819.460000 sec): 3 clusters
  Score: Raw -103978.040590 + Penalty 2333.275090 = -101644.765500
  nChanged 30
		SP:Iteration 7Q (49819.610000 sec): 3 clusters
  Score: Raw -104014.598886 + Penalty 2333.275090 = -101681.323796
  nChanged 24
		SP:Iteration 8Q (49819.720000 sec): 3 clusters
  Score: Raw -104043.161693 + Penalty 2333.275090 = -101709.886603
  nChanged 25
		SP:Iteration 9Q (49819.880000 sec): 3 clusters
  Score: Raw -104077.650388 + Penalty 2333.275090 = -101744.375298
  nChanged 18
		SP:Iteration 10Q (49820.040000 sec): 3 clusters
  Score: Raw -104102.901011 + Penalty 2333.275090 = -101769.625921
  nChanged 21
		SP:Iteration 11Q (49820.200000 sec): 3 clusters
  Score: Raw -104123.839156 + Penalty 2333.275090 = -101790.564065
  nChanged 14
		SP:Iteration 12Q (49820.360000 sec): 3 clusters
  Score: Raw -104139.105704 + Penalty 2333.275090 = -101805.830614
  nChanged 12
		SP:Iteration 13Q (49820.520000 sec): 3 clusters
  Score: Raw -104150.140172 + Penalty 2333.275090 = -101816.865082
  nChanged 14
		SP:Iteration 14Q (49820.680000 sec): 3 clusters
  Score: Raw -104159.690850 + Penalty 2333.275090 = -101826.415760
  nChanged 6
		SP:Iteration 15Q (49820.850000 sec): 3 clusters
  Score: Raw -104162.693370 + Penalty 2333.275090 = -101829.418280
  nChanged 2
		SP:Iteration 16Q (49821.020000 sec): 3 clusters
  Score: Raw -104164.830963 + Penalty 2333.275090 = -101831.555873
  nChanged 4
		SP:Iteration 17Q (49821.200000 sec): 3 clusters
  Score: Raw -104166.530502 + Penalty 2333.275090 = -101833.255412
  nChanged 1
		SP:Iteration 18Q (49821.380000 sec): 3 clusters
  Score: Raw -104166.970946 + Penalty 2333.275090 = -101833.695856
  nChanged 0
		SP:Iteration 19F (49821.550000 sec): 3 clusters
  Score: Raw -104166.970946 + Penalty 2333.275090 = -101833.695856
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 7 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49821.640000 sec): 2 clusters
  Score: Raw -43730.434265 + Penalty 1014.044825 = -42716.389440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49821.820000 sec): 3 clusters
  Score: Raw -43678.169171 + Penalty 2028.089650 = -41650.079521
  nChanged 109
		SP:Iteration 1F (49821.990000 sec): 3 clusters
  Score: Raw -43818.093346 + Penalty 2028.089650 = -41790.003696
  nChanged 28
		SP:Iteration 2F (49822.170000 sec): 3 clusters
  Score: Raw -43856.657118 + Penalty 2028.089650 = -41828.567468
  nChanged 9
		SP:Iteration 3Q (49822.390000 sec): 3 clusters
  Score: Raw -43871.552293 + Penalty 2028.089650 = -41843.462643
  nChanged 6
		SP:Iteration 4Q (49822.560000 sec): 3 clusters
  Score: Raw -43883.457874 + Penalty 2028.089650 = -41855.368225
  nChanged 2
		SP:Iteration 5Q (49822.740000 sec): 3 clusters
  Score: Raw -43887.142721 + Penalty 2028.089650 = -41859.053071
  nChanged 0
		SP:Iteration 6F (49822.910000 sec): 3 clusters
  Score: Raw -43887.142721 + Penalty 2028.089650 = -41859.053071
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 8 (2861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49822.980000 sec): 2 clusters
  Score: Raw -228793.377621 + Penalty 1293.325555 = -227500.052066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49823.140000 sec): 3 clusters
  Score: Raw -227419.986349 + Penalty 2586.651110 = -224833.335239
  nChanged 1089
		SP:Iteration 1F (49823.310000 sec): 3 clusters
  Score: Raw -228077.805550 + Penalty 2586.651110 = -225491.154440
  nChanged 208
		SP:Iteration 2F (49823.480000 sec): 3 clusters
  Score: Raw -228210.957597 + Penalty 2586.651110 = -225624.306487
  nChanged 150
		SP:Iteration 3F (49823.660000 sec): 3 clusters
  Score: Raw -228304.055468 + Penalty 2586.651110 = -225717.404357
  nChanged 111
		SP:Iteration 4Q (49823.840000 sec): 3 clusters
  Score: Raw -228366.794951 + Penalty 2586.651110 = -225780.143841
  nChanged 97
		SP:Iteration 5Q (49824.010000 sec): 3 clusters
  Score: Raw -228424.517640 + Penalty 2586.651110 = -225837.866530
  nChanged 84
		SP:Iteration 6Q (49824.190000 sec): 3 clusters
  Score: Raw -228480.147569 + Penalty 2586.651110 = -225893.496458
  nChanged 97
		SP:Iteration 7Q (49824.360000 sec): 3 clusters
  Score: Raw -228540.551819 + Penalty 2586.651110 = -225953.900709
  nChanged 92
		SP:Iteration 8Q (49824.540000 sec): 3 clusters
  Score: Raw -228599.514283 + Penalty 2586.651110 = -226012.863172
  nChanged 91
		SP:Iteration 9Q (49824.720000 sec): 3 clusters
  Score: Raw -228669.717887 + Penalty 2586.651110 = -226083.066777
  nChanged 74
		SP:Iteration 10Q (49824.890000 sec): 3 clusters
  Score: Raw -228721.717890 + Penalty 2586.651110 = -226135.066780
  nChanged 62
		SP:Iteration 11Q (49825.070000 sec): 3 clusters
  Score: Raw -228769.318754 + Penalty 2586.651110 = -226182.667644
  nChanged 54
		SP:Iteration 12Q (49825.240000 sec): 3 clusters
  Score: Raw -228807.150642 + Penalty 2586.651110 = -226220.499532
  nChanged 39
		SP:Iteration 13Q (49825.410000 sec): 3 clusters
  Score: Raw -228838.394501 + Penalty 2586.651110 = -226251.743391
  nChanged 41
		SP:Iteration 14Q (49825.590000 sec): 3 clusters
  Score: Raw -228872.899102 + Penalty 2586.651110 = -226286.247992
  nChanged 32
		SP:Iteration 15Q (49825.760000 sec): 3 clusters
  Score: Raw -228899.728963 + Penalty 2586.651110 = -226313.077852
  nChanged 26
		SP:Iteration 16Q (49825.940000 sec): 3 clusters
  Score: Raw -228926.110618 + Penalty 2586.651110 = -226339.459508
  nChanged 28
		SP:Iteration 17Q (49826.110000 sec): 3 clusters
  Score: Raw -228951.692568 + Penalty 2586.651110 = -226365.041458
  nChanged 22
		SP:Iteration 18Q (49826.280000 sec): 3 clusters
  Score: Raw -228972.445125 + Penalty 2586.651110 = -226385.794015
  nChanged 22
		SP:Iteration 19Q (49826.460000 sec): 3 clusters
  Score: Raw -228990.164228 + Penalty 2586.651110 = -226403.513117
  nChanged 16
		SP:Iteration 20F (49826.630000 sec): 3 clusters
  Score: Raw -229004.635357 + Penalty 2586.651110 = -226417.984247
  nChanged 13
		SP:Iteration 21Q (49826.800000 sec): 3 clusters
  Score: Raw -229014.776555 + Penalty 2586.651110 = -226428.125445
  nChanged 7
		SP:Iteration 22Q (49826.980000 sec): 3 clusters
  Score: Raw -229020.756696 + Penalty 2586.651110 = -226434.105586
  nChanged 10
		SP:Iteration 23Q (49827.150000 sec): 3 clusters
  Score: Raw -229028.029445 + Penalty 2586.651110 = -226441.378334
  nChanged 4
		SP:Iteration 24Q (49827.320000 sec): 3 clusters
  Score: Raw -229034.154006 + Penalty 2586.651110 = -226447.502895
  nChanged 4
		SP:Iteration 25Q (49827.500000 sec): 3 clusters
  Score: Raw -229037.023269 + Penalty 2586.651110 = -226450.372159
  nChanged 2
		SP:Iteration 26Q (49827.670000 sec): 3 clusters
  Score: Raw -229038.691393 + Penalty 2586.651110 = -226452.040283
  nChanged 3
		SP:Iteration 27Q (49827.840000 sec): 3 clusters
  Score: Raw -229041.198878 + Penalty 2586.651110 = -226454.547768
  nChanged 2
		SP:Iteration 28Q (49828.020000 sec): 3 clusters
  Score: Raw -229044.455246 + Penalty 2586.651110 = -226457.804136
  nChanged 3
		SP:Iteration 29Q (49828.190000 sec): 3 clusters
  Score: Raw -229047.430318 + Penalty 2586.651110 = -226460.779207
  nChanged 3
		SP:Iteration 30Q (49828.360000 sec): 3 clusters
  Score: Raw -229049.989629 + Penalty 2586.651110 = -226463.338519
  nChanged 2
		SP:Iteration 31Q (49828.540000 sec): 3 clusters
  Score: Raw -229051.342269 + Penalty 2586.651110 = -226464.691159
  nChanged 4
		SP:Iteration 32Q (49828.710000 sec): 3 clusters
  Score: Raw -229053.756908 + Penalty 2586.651110 = -226467.105798
  nChanged 0
		SP:Iteration 33F (49828.890000 sec): 3 clusters
  Score: Raw -229053.756908 + Penalty 2586.651110 = -226467.105798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 9 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49828.970000 sec): 2 clusters
  Score: Raw -123548.483696 + Penalty 1186.983841 = -122361.499855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49829.140000 sec): 3 clusters
  Score: Raw -122984.848426 + Penalty 2373.967683 = -120610.880744
  nChanged 505
		SP:Iteration 1F (49829.320000 sec): 3 clusters
  Score: Raw -123360.604569 + Penalty 2373.967683 = -120986.636887
  nChanged 133
		SP:Iteration 2F (49829.490000 sec): 3 clusters
  Score: Raw -123486.613207 + Penalty 2373.967683 = -121112.645524
  nChanged 82
		SP:Iteration 3F (49829.670000 sec): 3 clusters
  Score: Raw -123564.476650 + Penalty 2373.967683 = -121190.508968
  nChanged 63
		SP:Iteration 4Q (49829.840000 sec): 3 clusters
  Score: Raw -123622.770151 + Penalty 2373.967683 = -121248.802469
  nChanged 48
		SP:Iteration 5Q (49830.010000 sec): 3 clusters
  Score: Raw -123659.826166 + Penalty 2373.967683 = -121285.858484
  nChanged 34
		SP:Iteration 6Q (49830.190000 sec): 3 clusters
  Score: Raw -123693.961613 + Penalty 2373.967683 = -121319.993930
  nChanged 34
		SP:Iteration 7Q (49830.360000 sec): 3 clusters
  Score: Raw -123729.730537 + Penalty 2373.967683 = -121355.762854
  nChanged 21
		SP:Iteration 8Q (49830.540000 sec): 3 clusters
  Score: Raw -123748.938361 + Penalty 2373.967683 = -121374.970679
  nChanged 23
		SP:Iteration 9Q (49830.710000 sec): 3 clusters
  Score: Raw -123769.106378 + Penalty 2373.967683 = -121395.138695
  nChanged 15
		SP:Iteration 10Q (49830.880000 sec): 3 clusters
  Score: Raw -123779.427900 + Penalty 2373.967683 = -121405.460218
  nChanged 4
		SP:Iteration 11Q (49831.060000 sec): 3 clusters
  Score: Raw -123782.704313 + Penalty 2373.967683 = -121408.736630
  nChanged 2
		SP:Iteration 12Q (49831.230000 sec): 3 clusters
  Score: Raw -123783.315889 + Penalty 2373.967683 = -121409.348206
  nChanged 5
		SP:Iteration 13Q (49831.400000 sec): 3 clusters
  Score: Raw -123785.838614 + Penalty 2373.967683 = -121411.870931
  nChanged 5
		SP:Iteration 14Q (49831.580000 sec): 3 clusters
  Score: Raw -123788.436620 + Penalty 2373.967683 = -121414.468937
  nChanged 5
		SP:Iteration 15Q (49831.750000 sec): 3 clusters
  Score: Raw -123795.195147 + Penalty 2373.967683 = -121421.227464
  nChanged 6
		SP:Iteration 16Q (49831.920000 sec): 3 clusters
  Score: Raw -123800.170285 + Penalty 2373.967683 = -121426.202603
  nChanged 6
		SP:Iteration 17Q (49832.100000 sec): 3 clusters
  Score: Raw -123811.349365 + Penalty 2373.967683 = -121437.381682
  nChanged 15
		SP:Iteration 18Q (49832.270000 sec): 3 clusters
  Score: Raw -123828.801342 + Penalty 2373.967683 = -121454.833659
  nChanged 16
		SP:Iteration 19Q (49832.440000 sec): 3 clusters
  Score: Raw -123844.882906 + Penalty 2373.967683 = -121470.915223
  nChanged 15
		SP:Iteration 20F (49832.620000 sec): 3 clusters
  Score: Raw -123857.906786 + Penalty 2373.967683 = -121483.939104
  nChanged 13
		SP:Iteration 21Q (49832.790000 sec): 3 clusters
  Score: Raw -123868.745960 + Penalty 2373.967683 = -121494.778277
  nChanged 15
		SP:Iteration 22Q (49832.960000 sec): 3 clusters
  Score: Raw -123882.874054 + Penalty 2373.967683 = -121508.906372
  nChanged 17
		SP:Iteration 23Q (49833.140000 sec): 3 clusters
  Score: Raw -123901.562349 + Penalty 2373.967683 = -121527.594667
  nChanged 17
		SP:Iteration 24Q (49833.310000 sec): 3 clusters
  Score: Raw -123920.782922 + Penalty 2373.967683 = -121546.815239
  nChanged 21
		SP:Iteration 25Q (49833.480000 sec): 3 clusters
  Score: Raw -123942.838430 + Penalty 2373.967683 = -121568.870748
  nChanged 6
		SP:Iteration 26Q (49833.660000 sec): 3 clusters
  Score: Raw -123946.453754 + Penalty 2373.967683 = -121572.486072
  nChanged 6
		SP:Iteration 27Q (49833.830000 sec): 3 clusters
  Score: Raw -123949.486421 + Penalty 2373.967683 = -121575.518739
  nChanged 1
		SP:Iteration 28Q (49834.000000 sec): 3 clusters
  Score: Raw -123949.932824 + Penalty 2373.967683 = -121575.965142
  nChanged 1
		SP:Iteration 29Q (49834.180000 sec): 3 clusters
  Score: Raw -123950.719051 + Penalty 2373.967683 = -121576.751368
  nChanged 2
		SP:Iteration 30Q (49834.350000 sec): 3 clusters
  Score: Raw -123951.510323 + Penalty 2373.967683 = -121577.542641
  nChanged 1
		SP:Iteration 31Q (49834.530000 sec): 3 clusters
  Score: Raw -123952.083915 + Penalty 2373.967683 = -121578.116233
  nChanged 2
		SP:Iteration 32Q (49834.700000 sec): 3 clusters
  Score: Raw -123954.020721 + Penalty 2373.967683 = -121580.053038
  nChanged 4
		SP:Iteration 33Q (49834.870000 sec): 3 clusters
  Score: Raw -123957.027079 + Penalty 2373.967683 = -121583.059396
  nChanged 5
		SP:Iteration 34Q (49835.050000 sec): 3 clusters
  Score: Raw -123960.152066 + Penalty 2373.967683 = -121586.184383
  nChanged 4
		SP:Iteration 35Q (49835.220000 sec): 3 clusters
  Score: Raw -123962.960729 + Penalty 2373.967683 = -121588.993046
  nChanged 2
		SP:Iteration 36Q (49835.400000 sec): 3 clusters
  Score: Raw -123963.937505 + Penalty 2373.967683 = -121589.969822
  nChanged 1
		SP:Iteration 37Q (49835.570000 sec): 3 clusters
  Score: Raw -123964.804088 + Penalty 2373.967683 = -121590.836406
  nChanged 1
		SP:Iteration 38Q (49835.740000 sec): 3 clusters
  Score: Raw -123966.011159 + Penalty 2373.967683 = -121592.043477
  nChanged 1
		SP:Iteration 39Q (49835.920000 sec): 3 clusters
  Score: Raw -123966.724848 + Penalty 2373.967683 = -121592.757165
  nChanged 0
		SP:Iteration 40F (49836.090000 sec): 3 clusters
  Score: Raw -123966.724848 + Penalty 2373.967683 = -121592.757165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 10 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49836.180000 sec): 2 clusters
  Score: Raw -6769.969449 + Penalty 762.344031 = -6007.625418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49836.350000 sec): 3 clusters
  Score: Raw -6948.662543 + Penalty 1524.688062 = -5423.974481
  nChanged 5
		SP:Iteration 1Q (49836.520000 sec): 3 clusters
  Score: Raw -6967.251206 + Penalty 1524.688062 = -5442.563144
  nChanged 1
		SP:Iteration 2Q (49836.700000 sec): 3 clusters
  Score: Raw -6971.236715 + Penalty 1524.688062 = -5446.548653
  nChanged 1
		SP:Iteration 3Q (49836.870000 sec): 3 clusters
  Score: Raw -6978.132940 + Penalty 1524.688062 = -5453.444879
  nChanged 0
		SP:Iteration 4F (49837.040000 sec): 3 clusters
  Score: Raw -6978.132940 + Penalty 1524.688062 = -5453.444879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 11 (3827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49837.150000 sec): 2 clusters
  Score: Raw -310096.801713 + Penalty 1340.598429 = -308756.203284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49837.320000 sec): 3 clusters
  Score: Raw -308218.787667 + Penalty 2681.196858 = -305537.590809
  nChanged 1476
		SP:Iteration 1F (49837.500000 sec): 3 clusters
  Score: Raw -308999.783152 + Penalty 2681.196858 = -306318.586294
  nChanged 283
		SP:Iteration 2F (49837.680000 sec): 3 clusters
  Score: Raw -309168.932540 + Penalty 2681.196858 = -306487.735682
  nChanged 207
		SP:Iteration 3F (49837.850000 sec): 3 clusters
  Score: Raw -309293.479934 + Penalty 2681.196858 = -306612.283076
  nChanged 172
		SP:Iteration 4Q (49838.030000 sec): 3 clusters
  Score: Raw -309402.413989 + Penalty 2681.196858 = -306721.217132
  nChanged 148
		SP:Iteration 5Q (49838.200000 sec): 3 clusters
  Score: Raw -309498.213501 + Penalty 2681.196858 = -306817.016644
  nChanged 144
		SP:Iteration 6Q (49838.380000 sec): 3 clusters
  Score: Raw -309584.439309 + Penalty 2681.196858 = -306903.242451
  nChanged 144
		SP:Iteration 7Q (49838.560000 sec): 3 clusters
  Score: Raw -309680.601853 + Penalty 2681.196858 = -306999.404995
  nChanged 150
		SP:Iteration 8Q (49838.730000 sec): 3 clusters
  Score: Raw -309782.092065 + Penalty 2681.196858 = -307100.895207
  nChanged 136
		SP:Iteration 9Q (49838.910000 sec): 3 clusters
  Score: Raw -309877.833749 + Penalty 2681.196858 = -307196.636891
  nChanged 133
		SP:Iteration 10Q (49839.080000 sec): 3 clusters
  Score: Raw -309973.220036 + Penalty 2681.196858 = -307292.023178
  nChanged 134
		SP:Iteration 11Q (49839.260000 sec): 3 clusters
  Score: Raw -310082.532072 + Penalty 2681.196858 = -307401.335215
  nChanged 131
		SP:Iteration 12Q (49839.440000 sec): 3 clusters
  Score: Raw -310173.630539 + Penalty 2681.196858 = -307492.433681
  nChanged 120
		SP:Iteration 13Q (49839.610000 sec): 3 clusters
  Score: Raw -310241.448431 + Penalty 2681.196858 = -307560.251573
  nChanged 89
		SP:Iteration 14Q (49839.790000 sec): 3 clusters
  Score: Raw -310287.454332 + Penalty 2681.196858 = -307606.257474
  nChanged 66
		SP:Iteration 15Q (49839.960000 sec): 3 clusters
  Score: Raw -310317.502650 + Penalty 2681.196858 = -307636.305792
  nChanged 67
		SP:Iteration 16Q (49840.140000 sec): 3 clusters
  Score: Raw -310356.144545 + Penalty 2681.196858 = -307674.947687
  nChanged 61
		SP:Iteration 17Q (49840.320000 sec): 3 clusters
  Score: Raw -310389.798378 + Penalty 2681.196858 = -307708.601520
  nChanged 68
		SP:Iteration 18Q (49840.490000 sec): 3 clusters
  Score: Raw -310423.559728 + Penalty 2681.196858 = -307742.362870
  nChanged 56
		SP:Iteration 19Q (49840.670000 sec): 3 clusters
  Score: Raw -310458.984109 + Penalty 2681.196858 = -307777.787251
  nChanged 54
		SP:Iteration 20F (49840.840000 sec): 3 clusters
  Score: Raw -310497.495295 + Penalty 2681.196858 = -307816.298437
  nChanged 61
		SP:Iteration 21Q (49841.020000 sec): 3 clusters
  Score: Raw -310546.462417 + Penalty 2681.196858 = -307865.265560
  nChanged 65
		SP:Iteration 22Q (49841.190000 sec): 3 clusters
  Score: Raw -310607.366640 + Penalty 2681.196858 = -307926.169782
  nChanged 56
		SP:Iteration 23Q (49841.370000 sec): 3 clusters
  Score: Raw -310648.812701 + Penalty 2681.196858 = -307967.615843
  nChanged 42
		SP:Iteration 24Q (49841.540000 sec): 3 clusters
  Score: Raw -310669.711810 + Penalty 2681.196858 = -307988.514952
  nChanged 37
		SP:Iteration 25Q (49841.720000 sec): 3 clusters
  Score: Raw -310681.582154 + Penalty 2681.196858 = -308000.385296
  nChanged 23
		SP:Iteration 26Q (49841.900000 sec): 3 clusters
  Score: Raw -310687.823488 + Penalty 2681.196858 = -308006.626631
  nChanged 17
		SP:Iteration 27Q (49842.070000 sec): 3 clusters
  Score: Raw -310691.612925 + Penalty 2681.196858 = -308010.416067
  nChanged 12
		SP:Iteration 28Q (49842.250000 sec): 3 clusters
  Score: Raw -310694.254607 + Penalty 2681.196858 = -308013.057749
  nChanged 7
		SP:Iteration 29Q (49842.420000 sec): 3 clusters
  Score: Raw -310695.890864 + Penalty 2681.196858 = -308014.694006
  nChanged 8
		SP:Iteration 30Q (49842.600000 sec): 3 clusters
  Score: Raw -310698.392089 + Penalty 2681.196858 = -308017.195232
  nChanged 13
		SP:Iteration 31Q (49842.780000 sec): 3 clusters
  Score: Raw -310701.060359 + Penalty 2681.196858 = -308019.863502
  nChanged 17
		SP:Iteration 32Q (49842.950000 sec): 3 clusters
  Score: Raw -310704.815349 + Penalty 2681.196858 = -308023.618492
  nChanged 12
		SP:Iteration 33Q (49843.130000 sec): 3 clusters
  Score: Raw -310707.747092 + Penalty 2681.196858 = -308026.550234
  nChanged 7
		SP:Iteration 34Q (49843.300000 sec): 3 clusters
  Score: Raw -310709.141751 + Penalty 2681.196858 = -308027.944893
  nChanged 7
		SP:Iteration 35Q (49843.480000 sec): 3 clusters
  Score: Raw -310712.166158 + Penalty 2681.196858 = -308030.969300
  nChanged 11
		SP:Iteration 36Q (49843.660000 sec): 3 clusters
  Score: Raw -310716.530408 + Penalty 2681.196858 = -308035.333550
  nChanged 12
		SP:Iteration 37Q (49843.830000 sec): 3 clusters
  Score: Raw -310722.428904 + Penalty 2681.196858 = -308041.232047
  nChanged 22
		SP:Iteration 38Q (49844.010000 sec): 3 clusters
  Score: Raw -310732.453135 + Penalty 2681.196858 = -308051.256277
  nChanged 20
		SP:Iteration 39Q (49844.180000 sec): 3 clusters
  Score: Raw -310739.473981 + Penalty 2681.196858 = -308058.277123
  nChanged 15
		SP:Iteration 40F (49844.360000 sec): 3 clusters
  Score: Raw -310742.933630 + Penalty 2681.196858 = -308061.736772
  nChanged 9
		SP:Iteration 41Q (49844.540000 sec): 3 clusters
  Score: Raw -310744.549035 + Penalty 2681.196858 = -308063.352177
  nChanged 7
		SP:Iteration 42Q (49844.710000 sec): 3 clusters
  Score: Raw -310746.681038 + Penalty 2681.196858 = -308065.484181
  nChanged 4
		SP:Iteration 43Q (49844.890000 sec): 3 clusters
  Score: Raw -310747.737297 + Penalty 2681.196858 = -308066.540440
  nChanged 6
		SP:Iteration 44Q (49845.060000 sec): 3 clusters
  Score: Raw -310749.942502 + Penalty 2681.196858 = -308068.745645
  nChanged 7
		SP:Iteration 45Q (49845.240000 sec): 3 clusters
  Score: Raw -310752.172041 + Penalty 2681.196858 = -308070.975183
  nChanged 8
		SP:Iteration 46Q (49845.420000 sec): 3 clusters
  Score: Raw -310754.870855 + Penalty 2681.196858 = -308073.673997
  nChanged 6
		SP:Iteration 47Q (49845.590000 sec): 3 clusters
  Score: Raw -310757.070732 + Penalty 2681.196858 = -308075.873874
  nChanged 4
		SP:Iteration 48Q (49845.770000 sec): 3 clusters
  Score: Raw -310757.755860 + Penalty 2681.196858 = -308076.559003
  nChanged 4
		SP:Iteration 49Q (49845.950000 sec): 3 clusters
  Score: Raw -310758.437547 + Penalty 2681.196858 = -308077.240689
  nChanged 4
		SP:Iteration 50Q (49846.170000 sec): 3 clusters
  Score: Raw -310758.949659 + Penalty 2681.196858 = -308077.752801
  nChanged 3
		SP:Iteration 51Q (49846.300000 sec): 3 clusters
  Score: Raw -310759.241961 + Penalty 2681.196858 = -308078.045103
  nChanged 1
		SP:Iteration 52Q (49846.460000 sec): 3 clusters
  Score: Raw -310759.410447 + Penalty 2681.196858 = -308078.213590
  nChanged 2
		SP:Iteration 53Q (49846.620000 sec): 3 clusters
  Score: Raw -310759.946458 + Penalty 2681.196858 = -308078.749600
  nChanged 2
		SP:Iteration 54Q (49846.790000 sec): 3 clusters
  Score: Raw -310760.368830 + Penalty 2681.196858 = -308079.171972
  nChanged 0
		SP:Iteration 55F (49846.970000 sec): 3 clusters
  Score: Raw -310760.368830 + Penalty 2681.196858 = -308079.171972
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 12 (1410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49847.070000 sec): 2 clusters
  Score: Raw -104380.812661 + Penalty 1178.343560 = -103202.469101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49847.280000 sec): 3 clusters
  Score: Raw -103858.390685 + Penalty 2356.687120 = -101501.703566
  nChanged 449
		SP:Iteration 1F (49847.440000 sec): 3 clusters
  Score: Raw -104192.074190 + Penalty 2356.687120 = -101835.387070
  nChanged 110
		SP:Iteration 2F (49847.620000 sec): 3 clusters
  Score: Raw -104296.995161 + Penalty 2356.687120 = -101940.308042
  nChanged 68
		SP:Iteration 3Q (49847.790000 sec): 3 clusters
  Score: Raw -104345.571359 + Penalty 2356.687120 = -101988.884239
  nChanged 41
		SP:Iteration 4Q (49847.970000 sec): 3 clusters
  Score: Raw -104393.370709 + Penalty 2356.687120 = -102036.683590
  nChanged 50
		SP:Iteration 5Q (49848.150000 sec): 3 clusters
  Score: Raw -104438.865158 + Penalty 2356.687120 = -102082.178038
  nChanged 51
		SP:Iteration 6Q (49848.320000 sec): 3 clusters
  Score: Raw -104481.860018 + Penalty 2356.687120 = -102125.172898
  nChanged 41
		SP:Iteration 7Q (49848.500000 sec): 3 clusters
  Score: Raw -104548.210646 + Penalty 2356.687120 = -102191.523526
  nChanged 40
		SP:Iteration 8Q (49848.670000 sec): 3 clusters
  Score: Raw -104585.660742 + Penalty 2356.687120 = -102228.973622
  nChanged 28
		SP:Iteration 9Q (49848.850000 sec): 3 clusters
  Score: Raw -104610.326313 + Penalty 2356.687120 = -102253.639193
  nChanged 32
		SP:Iteration 10Q (49849.030000 sec): 3 clusters
  Score: Raw -104632.122299 + Penalty 2356.687120 = -102275.435179
  nChanged 22
		SP:Iteration 11Q (49849.200000 sec): 3 clusters
  Score: Raw -104648.398401 + Penalty 2356.687120 = -102291.711282
  nChanged 26
		SP:Iteration 12Q (49849.380000 sec): 3 clusters
  Score: Raw -104663.949226 + Penalty 2356.687120 = -102307.262107
  nChanged 15
		SP:Iteration 13Q (49849.550000 sec): 3 clusters
  Score: Raw -104671.723176 + Penalty 2356.687120 = -102315.036057
  nChanged 12
		SP:Iteration 14Q (49849.730000 sec): 3 clusters
  Score: Raw -104678.007928 + Penalty 2356.687120 = -102321.320808
  nChanged 7
		SP:Iteration 15Q (49849.910000 sec): 3 clusters
  Score: Raw -104681.727045 + Penalty 2356.687120 = -102325.039926
  nChanged 7
		SP:Iteration 16Q (49850.080000 sec): 3 clusters
  Score: Raw -104684.889946 + Penalty 2356.687120 = -102328.202826
  nChanged 7
		SP:Iteration 17Q (49850.260000 sec): 3 clusters
  Score: Raw -104688.682648 + Penalty 2356.687120 = -102331.995528
  nChanged 2
		SP:Iteration 18Q (49850.430000 sec): 3 clusters
  Score: Raw -104689.417677 + Penalty 2356.687120 = -102332.730558
  nChanged 2
		SP:Iteration 19Q (49850.610000 sec): 3 clusters
  Score: Raw -104689.952402 + Penalty 2356.687120 = -102333.265283
  nChanged 1
		SP:Iteration 20F (49850.790000 sec): 3 clusters
  Score: Raw -104691.303833 + Penalty 2356.687120 = -102334.616713
  nChanged 1
		SP:Iteration 21Q (49850.960000 sec): 3 clusters
  Score: Raw -104693.387124 + Penalty 2356.687120 = -102336.700004
  nChanged 4
		SP:Iteration 22Q (49851.090000 sec): 3 clusters
  Score: Raw -104695.675993 + Penalty 2356.687120 = -102338.988873
  nChanged 3
		SP:Iteration 23Q (49851.270000 sec): 3 clusters
  Score: Raw -104698.359548 + Penalty 2356.687120 = -102341.672428
  nChanged 5
		SP:Iteration 24Q (49851.450000 sec): 3 clusters
  Score: Raw -104702.779545 + Penalty 2356.687120 = -102346.092426
  nChanged 9
		SP:Iteration 25Q (49851.620000 sec): 3 clusters
  Score: Raw -104711.156785 + Penalty 2356.687120 = -102354.469666
  nChanged 11
		SP:Iteration 26Q (49851.800000 sec): 3 clusters
  Score: Raw -104722.699864 + Penalty 2356.687120 = -102366.012744
  nChanged 8
		SP:Iteration 27Q (49851.970000 sec): 3 clusters
  Score: Raw -104728.165435 + Penalty 2356.687120 = -102371.478315
  nChanged 14
		SP:Iteration 28Q (49852.150000 sec): 3 clusters
  Score: Raw -104740.686412 + Penalty 2356.687120 = -102383.999292
  nChanged 13
		SP:Iteration 29Q (49852.330000 sec): 3 clusters
  Score: Raw -104750.661232 + Penalty 2356.687120 = -102393.974113
  nChanged 10
		SP:Iteration 30Q (49852.500000 sec): 3 clusters
  Score: Raw -104758.483646 + Penalty 2356.687120 = -102401.796526
  nChanged 6
		SP:Iteration 31Q (49852.670000 sec): 3 clusters
  Score: Raw -104761.105243 + Penalty 2356.687120 = -102404.418124
  nChanged 6
		SP:Iteration 32Q (49852.850000 sec): 3 clusters
  Score: Raw -104765.309347 + Penalty 2356.687120 = -102408.622227
  nChanged 6
		SP:Iteration 33Q (49853.030000 sec): 3 clusters
  Score: Raw -104770.694375 + Penalty 2356.687120 = -102414.007256
  nChanged 4
		SP:Iteration 34Q (49853.200000 sec): 3 clusters
  Score: Raw -104772.419254 + Penalty 2356.687120 = -102415.732134
  nChanged 3
		SP:Iteration 35Q (49853.380000 sec): 3 clusters
  Score: Raw -104773.621771 + Penalty 2356.687120 = -102416.934651
  nChanged 2
		SP:Iteration 36Q (49853.550000 sec): 3 clusters
  Score: Raw -104775.621874 + Penalty 2356.687120 = -102418.934754
  nChanged 3
		SP:Iteration 37Q (49853.730000 sec): 3 clusters
  Score: Raw -104777.692608 + Penalty 2356.687120 = -102421.005489
  nChanged 1
		SP:Iteration 38Q (49853.910000 sec): 3 clusters
  Score: Raw -104778.527331 + Penalty 2356.687120 = -102421.840212
  nChanged 3
		SP:Iteration 39Q (49854.080000 sec): 3 clusters
  Score: Raw -104781.033322 + Penalty 2356.687120 = -102424.346203
  nChanged 3
		SP:Iteration 40F (49854.260000 sec): 3 clusters
  Score: Raw -104782.290887 + Penalty 2356.687120 = -102425.603767
  nChanged 3
		SP:Iteration 41Q (49854.430000 sec): 3 clusters
  Score: Raw -104785.682985 + Penalty 2356.687120 = -102428.995866
  nChanged 1
		SP:Iteration 42Q (49854.610000 sec): 3 clusters
  Score: Raw -104786.679215 + Penalty 2356.687120 = -102429.992096
  nChanged 2
		SP:Iteration 43Q (49854.790000 sec): 3 clusters
  Score: Raw -104790.967835 + Penalty 2356.687120 = -102434.280716
  nChanged 6
		SP:Iteration 44Q (49854.960000 sec): 3 clusters
  Score: Raw -104797.912304 + Penalty 2356.687120 = -102441.225184
  nChanged 4
		SP:Iteration 45Q (49855.140000 sec): 3 clusters
  Score: Raw -104802.181771 + Penalty 2356.687120 = -102445.494652
  nChanged 6
		SP:Iteration 46Q (49855.310000 sec): 3 clusters
  Score: Raw -104806.859685 + Penalty 2356.687120 = -102450.172566
  nChanged 4
		SP:Iteration 47Q (49855.490000 sec): 3 clusters
  Score: Raw -104809.758477 + Penalty 2356.687120 = -102453.071358
  nChanged 4
		SP:Iteration 48Q (49855.670000 sec): 3 clusters
  Score: Raw -104811.821799 + Penalty 2356.687120 = -102455.134680
  nChanged 4
		SP:Iteration 49Q (49855.840000 sec): 3 clusters
  Score: Raw -104813.923605 + Penalty 2356.687120 = -102457.236485
  nChanged 4
		SP:Iteration 50Q (49856.020000 sec): 3 clusters
  Score: Raw -104816.329633 + Penalty 2356.687120 = -102459.642513
  nChanged 2
		SP:Iteration 51Q (49856.190000 sec): 3 clusters
  Score: Raw -104817.426378 + Penalty 2356.687120 = -102460.739259
  nChanged 3
		SP:Iteration 52Q (49856.370000 sec): 3 clusters
  Score: Raw -104818.958720 + Penalty 2356.687120 = -102462.271601
  nChanged 0
		SP:Iteration 53F (49856.550000 sec): 3 clusters
  Score: Raw -104818.958720 + Penalty 2356.687120 = -102462.271601
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 13 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49856.630000 sec): 2 clusters
  Score: Raw -38121.993668 + Penalty 1063.385675 = -37058.607993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49856.810000 sec): 3 clusters
  Score: Raw -38011.704188 + Penalty 2126.771350 = -35884.932838
  nChanged 199
		SP:Iteration 1F (49856.990000 sec): 3 clusters
  Score: Raw -38359.304501 + Penalty 2126.771350 = -36232.533152
  nChanged 65
		SP:Iteration 2F (49857.160000 sec): 3 clusters
  Score: Raw -38497.152069 + Penalty 2126.771350 = -36370.380720
  nChanged 24
		SP:Iteration 3Q (49857.340000 sec): 3 clusters
  Score: Raw -38532.246776 + Penalty 2126.771350 = -36405.475427
  nChanged 20
		SP:Iteration 4Q (49857.510000 sec): 3 clusters
  Score: Raw -38577.440228 + Penalty 2126.771350 = -36450.668879
  nChanged 15
		SP:Iteration 5Q (49857.670000 sec): 3 clusters
  Score: Raw -38605.143099 + Penalty 2126.771350 = -36478.371749
  nChanged 11
		SP:Iteration 6Q (49857.850000 sec): 3 clusters
  Score: Raw -38621.533784 + Penalty 2126.771350 = -36494.762434
  nChanged 8
		SP:Iteration 7Q (49858.030000 sec): 3 clusters
  Score: Raw -38635.063864 + Penalty 2126.771350 = -36508.292514
  nChanged 4
		SP:Iteration 8Q (49858.200000 sec): 3 clusters
  Score: Raw -38650.272163 + Penalty 2126.771350 = -36523.500813
  nChanged 6
		SP:Iteration 9Q (49858.380000 sec): 3 clusters
  Score: Raw -38654.934816 + Penalty 2126.771350 = -36528.163467
  nChanged 1
		SP:Iteration 10Q (49858.550000 sec): 3 clusters
  Score: Raw -38655.901873 + Penalty 2126.771350 = -36529.130523
  nChanged 1
		SP:Iteration 11Q (49858.730000 sec): 3 clusters
  Score: Raw -38657.098483 + Penalty 2126.771350 = -36530.327133
  nChanged 1
		SP:Iteration 12Q (49858.910000 sec): 3 clusters
  Score: Raw -38657.892027 + Penalty 2126.771350 = -36531.120677
  nChanged 1
		SP:Iteration 13Q (49859.080000 sec): 3 clusters
  Score: Raw -38659.144457 + Penalty 2126.771350 = -36532.373107
  nChanged 1
		SP:Iteration 14Q (49859.260000 sec): 3 clusters
  Score: Raw -38659.541016 + Penalty 2126.771350 = -36532.769666
  nChanged 2
		SP:Iteration 15Q (49859.430000 sec): 3 clusters
  Score: Raw -38661.021733 + Penalty 2126.771350 = -36534.250383
  nChanged 2
		SP:Iteration 16Q (49859.610000 sec): 3 clusters
  Score: Raw -38662.405302 + Penalty 2126.771350 = -36535.633952
  nChanged 2
		SP:Iteration 17Q (49859.790000 sec): 3 clusters
  Score: Raw -38664.337138 + Penalty 2126.771350 = -36537.565788
  nChanged 1
		SP:Iteration 18Q (49859.960000 sec): 3 clusters
  Score: Raw -38665.286806 + Penalty 2126.771350 = -36538.515457
  nChanged 1
		SP:Iteration 19Q (49860.140000 sec): 3 clusters
  Score: Raw -38666.041896 + Penalty 2126.771350 = -36539.270546
  nChanged 0
		SP:Iteration 20F (49860.310000 sec): 3 clusters
  Score: Raw -38666.041896 + Penalty 2126.771350 = -36539.270546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 14 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49860.450000 sec): 2 clusters
  Score: Raw -41664.783272 + Penalty 1007.252791 = -40657.530480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49860.620000 sec): 3 clusters
  Score: Raw -41609.506092 + Penalty 2014.505583 = -39595.000509
  nChanged 113
		SP:Iteration 1F (49860.790000 sec): 3 clusters
  Score: Raw -41749.049619 + Penalty 2014.505583 = -39734.544036
  nChanged 36
		SP:Iteration 2F (49860.970000 sec): 3 clusters
  Score: Raw -41801.271863 + Penalty 2014.505583 = -39786.766281
  nChanged 14
		SP:Iteration 3Q (49861.150000 sec): 3 clusters
  Score: Raw -41820.476131 + Penalty 2014.505583 = -39805.970549
  nChanged 10
		SP:Iteration 4Q (49861.320000 sec): 3 clusters
  Score: Raw -41831.790593 + Penalty 2014.505583 = -39817.285010
  nChanged 1
		SP:Iteration 5Q (49861.500000 sec): 3 clusters
  Score: Raw -41839.174563 + Penalty 2014.505583 = -39824.668980
  nChanged 2
		SP:Iteration 6Q (49861.670000 sec): 3 clusters
  Score: Raw -41845.074290 + Penalty 2014.505583 = -39830.568707
  nChanged 3
		SP:Iteration 7Q (49861.850000 sec): 3 clusters
  Score: Raw -41848.708726 + Penalty 2014.505583 = -39834.203143
  nChanged 4
		SP:Iteration 8Q (49861.980000 sec): 3 clusters
  Score: Raw -41853.398758 + Penalty 2014.505583 = -39838.893175
  nChanged 3
		SP:Iteration 9Q (49862.160000 sec): 3 clusters
  Score: Raw -41856.416429 + Penalty 2014.505583 = -39841.910846
  nChanged 0
		SP:Iteration 10F (49862.330000 sec): 3 clusters
  Score: Raw -41856.416429 + Penalty 2014.505583 = -39841.910846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 15 (2843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49862.410000 sec): 2 clusters
  Score: Raw -236348.162851 + Penalty 1292.299956 = -235055.862896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49862.590000 sec): 3 clusters
  Score: Raw -235057.764335 + Penalty 2584.599911 = -232473.164424
  nChanged 1048
		SP:Iteration 1F (49862.760000 sec): 3 clusters
  Score: Raw -235640.951739 + Penalty 2584.599911 = -233056.351828
  nChanged 198
		SP:Iteration 2F (49862.940000 sec): 3 clusters
  Score: Raw -235763.133057 + Penalty 2584.599911 = -233178.533146
  nChanged 125
		SP:Iteration 3Q (49863.110000 sec): 3 clusters
  Score: Raw -235838.283169 + Penalty 2584.599911 = -233253.683257
  nChanged 104
		SP:Iteration 4Q (49863.290000 sec): 3 clusters
  Score: Raw -235897.536789 + Penalty 2584.599911 = -233312.936878
  nChanged 83
		SP:Iteration 5Q (49863.470000 sec): 3 clusters
  Score: Raw -235939.179933 + Penalty 2584.599911 = -233354.580021
  nChanged 66
		SP:Iteration 6Q (49863.640000 sec): 3 clusters
  Score: Raw -235974.471462 + Penalty 2584.599911 = -233389.871550
  nChanged 52
		SP:Iteration 7Q (49863.820000 sec): 3 clusters
  Score: Raw -235997.293715 + Penalty 2584.599911 = -233412.693804
  nChanged 48
		SP:Iteration 8Q (49863.990000 sec): 3 clusters
  Score: Raw -236018.661892 + Penalty 2584.599911 = -233434.061980
  nChanged 48
		SP:Iteration 9Q (49864.170000 sec): 3 clusters
  Score: Raw -236040.806306 + Penalty 2584.599911 = -233456.206394
  nChanged 61
		SP:Iteration 10Q (49864.340000 sec): 3 clusters
  Score: Raw -236067.317283 + Penalty 2584.599911 = -233482.717372
  nChanged 50
		SP:Iteration 11Q (49864.520000 sec): 3 clusters
  Score: Raw -236088.364548 + Penalty 2584.599911 = -233503.764637
  nChanged 40
		SP:Iteration 12Q (49864.690000 sec): 3 clusters
  Score: Raw -236108.865002 + Penalty 2584.599911 = -233524.265091
  nChanged 48
		SP:Iteration 13Q (49864.870000 sec): 3 clusters
  Score: Raw -236136.346542 + Penalty 2584.599911 = -233551.746631
  nChanged 50
		SP:Iteration 14Q (49865.050000 sec): 3 clusters
  Score: Raw -236162.309691 + Penalty 2584.599911 = -233577.709780
  nChanged 44
		SP:Iteration 15Q (49865.220000 sec): 3 clusters
  Score: Raw -236187.548097 + Penalty 2584.599911 = -233602.948186
  nChanged 47
		SP:Iteration 16Q (49865.400000 sec): 3 clusters
  Score: Raw -236215.320217 + Penalty 2584.599911 = -233630.720306
  nChanged 39
		SP:Iteration 17Q (49865.570000 sec): 3 clusters
  Score: Raw -236238.734701 + Penalty 2584.599911 = -233654.134790
  nChanged 39
		SP:Iteration 18Q (49865.750000 sec): 3 clusters
  Score: Raw -236259.688971 + Penalty 2584.599911 = -233675.089060
  nChanged 55
		SP:Iteration 19Q (49865.930000 sec): 3 clusters
  Score: Raw -236292.789470 + Penalty 2584.599911 = -233708.189558
  nChanged 41
		SP:Iteration 20F (49866.100000 sec): 3 clusters
  Score: Raw -236314.248699 + Penalty 2584.599911 = -233729.648788
  nChanged 43
		SP:Iteration 21Q (49866.270000 sec): 3 clusters
  Score: Raw -236343.807133 + Penalty 2584.599911 = -233759.207222
  nChanged 46
		SP:Iteration 22Q (49866.450000 sec): 3 clusters
  Score: Raw -236377.810040 + Penalty 2584.599911 = -233793.210128
  nChanged 45
		SP:Iteration 23Q (49866.630000 sec): 3 clusters
  Score: Raw -236420.696805 + Penalty 2584.599911 = -233836.096894
  nChanged 43
		SP:Iteration 24Q (49866.800000 sec): 3 clusters
  Score: Raw -236452.050471 + Penalty 2584.599911 = -233867.450560
  nChanged 31
		SP:Iteration 25Q (49866.980000 sec): 3 clusters
  Score: Raw -236470.310016 + Penalty 2584.599911 = -233885.710105
  nChanged 21
		SP:Iteration 26Q (49867.150000 sec): 3 clusters
  Score: Raw -236483.549250 + Penalty 2584.599911 = -233898.949338
  nChanged 15
		SP:Iteration 27Q (49867.330000 sec): 3 clusters
  Score: Raw -236492.022173 + Penalty 2584.599911 = -233907.422262
  nChanged 17
		SP:Iteration 28Q (49867.510000 sec): 3 clusters
  Score: Raw -236500.614423 + Penalty 2584.599911 = -233916.014512
  nChanged 14
		SP:Iteration 29Q (49867.680000 sec): 3 clusters
  Score: Raw -236509.527355 + Penalty 2584.599911 = -233924.927444
  nChanged 15
		SP:Iteration 30Q (49867.860000 sec): 3 clusters
  Score: Raw -236520.092489 + Penalty 2584.599911 = -233935.492578
  nChanged 13
		SP:Iteration 31Q (49868.030000 sec): 3 clusters
  Score: Raw -236526.738733 + Penalty 2584.599911 = -233942.138822
  nChanged 12
		SP:Iteration 32Q (49868.210000 sec): 3 clusters
  Score: Raw -236534.411151 + Penalty 2584.599911 = -233949.811240
  nChanged 14
		SP:Iteration 33Q (49868.390000 sec): 3 clusters
  Score: Raw -236543.736409 + Penalty 2584.599911 = -233959.136498
  nChanged 14
		SP:Iteration 34Q (49868.560000 sec): 3 clusters
  Score: Raw -236549.903376 + Penalty 2584.599911 = -233965.303465
  nChanged 11
		SP:Iteration 35Q (49868.730000 sec): 3 clusters
  Score: Raw -236556.775297 + Penalty 2584.599911 = -233972.175386
  nChanged 9
		SP:Iteration 36Q (49868.910000 sec): 3 clusters
  Score: Raw -236560.817092 + Penalty 2584.599911 = -233976.217181
  nChanged 4
		SP:Iteration 37Q (49869.090000 sec): 3 clusters
  Score: Raw -236563.058034 + Penalty 2584.599911 = -233978.458122
  nChanged 4
		SP:Iteration 38Q (49869.260000 sec): 3 clusters
  Score: Raw -236566.194288 + Penalty 2584.599911 = -233981.594376
  nChanged 3
		SP:Iteration 39Q (49869.430000 sec): 3 clusters
  Score: Raw -236567.667031 + Penalty 2584.599911 = -233983.067120
  nChanged 2
		SP:Iteration 40F (49869.610000 sec): 3 clusters
  Score: Raw -236568.781871 + Penalty 2584.599911 = -233984.181960
  nChanged 2
		SP:Iteration 41Q (49869.790000 sec): 3 clusters
  Score: Raw -236569.463026 + Penalty 2584.599911 = -233984.863115
  nChanged 1
		SP:Iteration 42Q (49869.960000 sec): 3 clusters
  Score: Raw -236569.788719 + Penalty 2584.599911 = -233985.188808
  nChanged 0
		SP:Iteration 43F (49870.140000 sec): 3 clusters
  Score: Raw -236569.788719 + Penalty 2584.599911 = -233985.188808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 16 (5616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49870.220000 sec): 2 clusters
  Score: Raw -479606.560573 + Penalty 1402.923429 = -478203.637144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49870.420000 sec): 3 clusters
  Score: Raw -476630.319587 + Penalty 2805.846857 = -473824.472730
  nChanged 2308
		SP:Iteration 1F (49870.600000 sec): 3 clusters
  Score: Raw -477842.171517 + Penalty 2805.846857 = -475036.324660
  nChanged 397
		SP:Iteration 2F (49870.770000 sec): 3 clusters
  Score: Raw -478054.875727 + Penalty 2805.846857 = -475249.028870
  nChanged 320
		SP:Iteration 3F (49870.920000 sec): 3 clusters
  Score: Raw -478229.719213 + Penalty 2805.846857 = -475423.872355
  nChanged 269
		SP:Iteration 4Q (49871.070000 sec): 3 clusters
  Score: Raw -478381.205085 + Penalty 2805.846857 = -475575.358227
  nChanged 244
		SP:Iteration 5Q (49871.230000 sec): 3 clusters
  Score: Raw -478516.907124 + Penalty 2805.846857 = -475711.060267
  nChanged 235
		SP:Iteration 6Q (49871.390000 sec): 3 clusters
  Score: Raw -478658.772696 + Penalty 2805.846857 = -475852.925839
  nChanged 209
		SP:Iteration 7Q (49871.540000 sec): 3 clusters
  Score: Raw -478773.615089 + Penalty 2805.846857 = -475967.768232
  nChanged 204
		SP:Iteration 8Q (49871.700000 sec): 3 clusters
  Score: Raw -478869.099226 + Penalty 2805.846857 = -476063.252369
  nChanged 147
		SP:Iteration 9Q (49871.850000 sec): 3 clusters
  Score: Raw -478944.082564 + Penalty 2805.846857 = -476138.235707
  nChanged 155
		SP:Iteration 10Q (49872.010000 sec): 3 clusters
  Score: Raw -479019.760711 + Penalty 2805.846857 = -476213.913853
  nChanged 161
		SP:Iteration 11Q (49872.210000 sec): 3 clusters
  Score: Raw -479096.060834 + Penalty 2805.846857 = -476290.213976
  nChanged 117
		SP:Iteration 12Q (49872.350000 sec): 3 clusters
  Score: Raw -479144.146751 + Penalty 2805.846857 = -476338.299894
  nChanged 97
		SP:Iteration 13Q (49872.590000 sec): 3 clusters
  Score: Raw -479180.801622 + Penalty 2805.846857 = -476374.954765
  nChanged 73
		SP:Iteration 14Q (49872.800000 sec): 3 clusters
  Score: Raw -479208.278297 + Penalty 2805.846857 = -476402.431439
  nChanged 66
		SP:Iteration 15Q (49872.970000 sec): 3 clusters
  Score: Raw -479232.624350 + Penalty 2805.846857 = -476426.777493
  nChanged 70
		SP:Iteration 16Q (49873.130000 sec): 3 clusters
  Score: Raw -479263.096328 + Penalty 2805.846857 = -476457.249471
  nChanged 54
		SP:Iteration 17Q (49873.280000 sec): 3 clusters
  Score: Raw -479280.057270 + Penalty 2805.846857 = -476474.210412
  nChanged 52
		SP:Iteration 18Q (49873.440000 sec): 3 clusters
  Score: Raw -479297.115180 + Penalty 2805.846857 = -476491.268322
  nChanged 55
		SP:Iteration 19Q (49873.610000 sec): 3 clusters
  Score: Raw -479314.701567 + Penalty 2805.846857 = -476508.854710
  nChanged 52
		SP:Iteration 20F (49873.830000 sec): 3 clusters
  Score: Raw -479333.384648 + Penalty 2805.846857 = -476527.537790
  nChanged 49
		SP:Iteration 21Q (49874.000000 sec): 3 clusters
  Score: Raw -479351.796790 + Penalty 2805.846857 = -476545.949933
  nChanged 52
		SP:Iteration 22Q (49874.170000 sec): 3 clusters
  Score: Raw -479371.004567 + Penalty 2805.846857 = -476565.157710
  nChanged 42
		SP:Iteration 23Q (49874.370000 sec): 3 clusters
  Score: Raw -479386.029491 + Penalty 2805.846857 = -476580.182634
  nChanged 46
		SP:Iteration 24Q (49874.520000 sec): 3 clusters
  Score: Raw -479411.026469 + Penalty 2805.846857 = -476605.179612
  nChanged 60
		SP:Iteration 25Q (49874.680000 sec): 3 clusters
  Score: Raw -479451.859061 + Penalty 2805.846857 = -476646.012203
  nChanged 72
		SP:Iteration 26Q (49874.830000 sec): 3 clusters
  Score: Raw -479503.861684 + Penalty 2805.846857 = -476698.014827
  nChanged 79
		SP:Iteration 27Q (49874.990000 sec): 3 clusters
  Score: Raw -479569.989112 + Penalty 2805.846857 = -476764.142254
  nChanged 87
		SP:Iteration 28Q (49875.170000 sec): 3 clusters
  Score: Raw -479642.309919 + Penalty 2805.846857 = -476836.463062
  nChanged 88
		SP:Iteration 29Q (49875.330000 sec): 3 clusters
  Score: Raw -479701.705135 + Penalty 2805.846857 = -476895.858278
  nChanged 91
		SP:Iteration 30Q (49875.480000 sec): 3 clusters
  Score: Raw -479749.507532 + Penalty 2805.846857 = -476943.660675
  nChanged 64
		SP:Iteration 31Q (49875.640000 sec): 3 clusters
  Score: Raw -479777.073450 + Penalty 2805.846857 = -476971.226592
  nChanged 53
		SP:Iteration 32Q (49875.800000 sec): 3 clusters
  Score: Raw -479799.681999 + Penalty 2805.846857 = -476993.835142
  nChanged 58
		SP:Iteration 33Q (49875.950000 sec): 3 clusters
  Score: Raw -479822.879956 + Penalty 2805.846857 = -477017.033099
  nChanged 52
		SP:Iteration 34Q (49876.110000 sec): 3 clusters
  Score: Raw -479843.061506 + Penalty 2805.846857 = -477037.214649
  nChanged 37
		SP:Iteration 35Q (49876.260000 sec): 3 clusters
  Score: Raw -479856.068327 + Penalty 2805.846857 = -477050.221470
  nChanged 34
		SP:Iteration 36Q (49876.420000 sec): 3 clusters
  Score: Raw -479869.002412 + Penalty 2805.846857 = -477063.155555
  nChanged 33
		SP:Iteration 37Q (49876.580000 sec): 3 clusters
  Score: Raw -479877.562988 + Penalty 2805.846857 = -477071.716131
  nChanged 20
		SP:Iteration 38Q (49876.730000 sec): 3 clusters
  Score: Raw -479882.145822 + Penalty 2805.846857 = -477076.298964
  nChanged 20
		SP:Iteration 39Q (49876.890000 sec): 3 clusters
  Score: Raw -479888.682238 + Penalty 2805.846857 = -477082.835380
  nChanged 15
		SP:Iteration 40F (49877.040000 sec): 3 clusters
  Score: Raw -479892.921217 + Penalty 2805.846857 = -477087.074359
  nChanged 13
		SP:Iteration 41Q (49877.260000 sec): 3 clusters
  Score: Raw -479896.134669 + Penalty 2805.846857 = -477090.287812
  nChanged 15
		SP:Iteration 42Q (49877.440000 sec): 3 clusters
  Score: Raw -479901.880895 + Penalty 2805.846857 = -477096.034038
  nChanged 25
		SP:Iteration 43Q (49877.590000 sec): 3 clusters
  Score: Raw -479910.239088 + Penalty 2805.846857 = -477104.392231
  nChanged 14
		SP:Iteration 44Q (49877.780000 sec): 3 clusters
  Score: Raw -479913.588546 + Penalty 2805.846857 = -477107.741689
  nChanged 9
		SP:Iteration 45Q (49877.970000 sec): 3 clusters
  Score: Raw -479915.230238 + Penalty 2805.846857 = -477109.383381
  nChanged 7
		SP:Iteration 46Q (49878.130000 sec): 3 clusters
  Score: Raw -479916.377367 + Penalty 2805.846857 = -477110.530510
  nChanged 7
		SP:Iteration 47Q (49878.310000 sec): 3 clusters
  Score: Raw -479917.334255 + Penalty 2805.846857 = -477111.487398
  nChanged 4
		SP:Iteration 48Q (49878.480000 sec): 3 clusters
  Score: Raw -479918.259085 + Penalty 2805.846857 = -477112.412228
  nChanged 4
		SP:Iteration 49Q (49878.650000 sec): 3 clusters
  Score: Raw -479918.723869 + Penalty 2805.846857 = -477112.877011
  nChanged 2
		SP:Iteration 50Q (49878.820000 sec): 3 clusters
  Score: Raw -479918.987018 + Penalty 2805.846857 = -477113.140161
  nChanged 2
		SP:Iteration 51Q (49878.990000 sec): 3 clusters
  Score: Raw -479919.445530 + Penalty 2805.846857 = -477113.598672
  nChanged 6
		SP:Iteration 52Q (49879.160000 sec): 3 clusters
  Score: Raw -479920.940518 + Penalty 2805.846857 = -477115.093661
  nChanged 11
		SP:Iteration 53Q (49879.390000 sec): 3 clusters
  Score: Raw -479923.336780 + Penalty 2805.846857 = -477117.489923
  nChanged 12
		SP:Iteration 54Q (49879.570000 sec): 3 clusters
  Score: Raw -479925.870342 + Penalty 2805.846857 = -477120.023484
  nChanged 8
		SP:Iteration 55Q (49879.740000 sec): 3 clusters
  Score: Raw -479927.819672 + Penalty 2805.846857 = -477121.972814
  nChanged 5
		SP:Iteration 56Q (49879.900000 sec): 3 clusters
  Score: Raw -479928.552655 + Penalty 2805.846857 = -477122.705798
  nChanged 4
		SP:Iteration 57Q (49880.050000 sec): 3 clusters
  Score: Raw -479929.307750 + Penalty 2805.846857 = -477123.460892
  nChanged 3
		SP:Iteration 58Q (49880.210000 sec): 3 clusters
  Score: Raw -479929.898525 + Penalty 2805.846857 = -477124.051668
  nChanged 2
		SP:Iteration 59Q (49880.370000 sec): 3 clusters
  Score: Raw -479930.069845 + Penalty 2805.846857 = -477124.222988
  nChanged 0
		SP:Iteration 60F (49880.520000 sec): 3 clusters
  Score: Raw -479930.069845 + Penalty 2805.846857 = -477124.222988
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 17 (9922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49880.700000 sec): 2 clusters
  Score: Raw -841455.923004 + Penalty 1495.407841 = -839960.515163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49880.840000 sec): 3 clusters
  Score: Raw -835777.208078 + Penalty 2990.815683 = -832786.392395
  nChanged 4326
		SP:Iteration 1F (49881.010000 sec): 3 clusters
  Score: Raw -838164.501392 + Penalty 2990.815683 = -835173.685709
  nChanged 591
		SP:Iteration 2F (49881.190000 sec): 3 clusters
  Score: Raw -838432.668735 + Penalty 2990.815683 = -835441.853052
  nChanged 534
		SP:Iteration 3F (49881.360000 sec): 3 clusters
  Score: Raw -838688.848984 + Penalty 2990.815683 = -835698.033301
  nChanged 463
		SP:Iteration 4Q (49881.570000 sec): 3 clusters
  Score: Raw -838933.347640 + Penalty 2990.815683 = -835942.531957
  nChanged 424
		SP:Iteration 5Q (49881.780000 sec): 3 clusters
  Score: Raw -839143.283177 + Penalty 2990.815683 = -836152.467495
  nChanged 355
		SP:Iteration 6Q (49881.990000 sec): 3 clusters
  Score: Raw -839314.412918 + Penalty 2990.815683 = -836323.597235
  nChanged 359
		SP:Iteration 7Q (49882.220000 sec): 3 clusters
  Score: Raw -839489.275762 + Penalty 2990.815683 = -836498.460080
  nChanged 325
		SP:Iteration 8Q (49882.430000 sec): 3 clusters
  Score: Raw -839629.207332 + Penalty 2990.815683 = -836638.391649
  nChanged 330
		SP:Iteration 9Q (49882.640000 sec): 3 clusters
  Score: Raw -839771.759317 + Penalty 2990.815683 = -836780.943634
  nChanged 303
		SP:Iteration 10Q (49882.850000 sec): 3 clusters
  Score: Raw -839907.125628 + Penalty 2990.815683 = -836916.309946
  nChanged 299
		SP:Iteration 11Q (49883.060000 sec): 3 clusters
  Score: Raw -840056.085881 + Penalty 2990.815683 = -837065.270198
  nChanged 314
		SP:Iteration 12Q (49883.270000 sec): 3 clusters
  Score: Raw -840212.836773 + Penalty 2990.815683 = -837222.021091
  nChanged 305
		SP:Iteration 13Q (49883.480000 sec): 3 clusters
  Score: Raw -840371.594100 + Penalty 2990.815683 = -837380.778417
  nChanged 306
		SP:Iteration 14Q (49883.690000 sec): 3 clusters
  Score: Raw -840525.534844 + Penalty 2990.815683 = -837534.719162
  nChanged 286
		SP:Iteration 15Q (49883.900000 sec): 3 clusters
  Score: Raw -840670.127383 + Penalty 2990.815683 = -837679.311700
  nChanged 271
		SP:Iteration 16Q (49884.110000 sec): 3 clusters
  Score: Raw -840819.213213 + Penalty 2990.815683 = -837828.397530
  nChanged 275
		SP:Iteration 17Q (49884.370000 sec): 3 clusters
  Score: Raw -840983.847527 + Penalty 2990.815683 = -837993.031844
  nChanged 261
		SP:Iteration 18Q (49884.550000 sec): 3 clusters
  Score: Raw -841117.115554 + Penalty 2990.815683 = -838126.299871
  nChanged 211
		SP:Iteration 19Q (49884.830000 sec): 3 clusters
  Score: Raw -841217.602137 + Penalty 2990.815683 = -838226.786454
  nChanged 206
		SP:Iteration 20F (49885.000000 sec): 3 clusters
  Score: Raw -841312.904675 + Penalty 2990.815683 = -838322.088993
  nChanged 167
		SP:Iteration 21Q (49885.250000 sec): 3 clusters
  Score: Raw -841400.744747 + Penalty 2990.815683 = -838409.929065
  nChanged 155
		SP:Iteration 22Q (49885.450000 sec): 3 clusters
  Score: Raw -841470.568044 + Penalty 2990.815683 = -838479.752362
  nChanged 127
		SP:Iteration 23Q (49885.660000 sec): 3 clusters
  Score: Raw -841523.328555 + Penalty 2990.815683 = -838532.512873
  nChanged 122
		SP:Iteration 24Q (49885.870000 sec): 3 clusters
  Score: Raw -841565.824379 + Penalty 2990.815683 = -838575.008697
  nChanged 111
		SP:Iteration 25Q (49886.070000 sec): 3 clusters
  Score: Raw -841604.175587 + Penalty 2990.815683 = -838613.359905
  nChanged 104
		SP:Iteration 26Q (49886.270000 sec): 3 clusters
  Score: Raw -841639.525567 + Penalty 2990.815683 = -838648.709885
  nChanged 86
		SP:Iteration 27Q (49886.450000 sec): 3 clusters
  Score: Raw -841672.212883 + Penalty 2990.815683 = -838681.397201
  nChanged 91
		SP:Iteration 28Q (49886.640000 sec): 3 clusters
  Score: Raw -841707.119900 + Penalty 2990.815683 = -838716.304218
  nChanged 102
		SP:Iteration 29Q (49886.840000 sec): 3 clusters
  Score: Raw -841745.519854 + Penalty 2990.815683 = -838754.704171
  nChanged 78
		SP:Iteration 30Q (49887.040000 sec): 3 clusters
  Score: Raw -841778.327798 + Penalty 2990.815683 = -838787.512115
  nChanged 83
		SP:Iteration 31Q (49887.230000 sec): 3 clusters
  Score: Raw -841811.057415 + Penalty 2990.815683 = -838820.241732
  nChanged 85
		SP:Iteration 32Q (49887.440000 sec): 3 clusters
  Score: Raw -841841.582875 + Penalty 2990.815683 = -838850.767193
  nChanged 66
		SP:Iteration 33Q (49887.630000 sec): 3 clusters
  Score: Raw -841868.441696 + Penalty 2990.815683 = -838877.626013
  nChanged 71
		SP:Iteration 34Q (49887.830000 sec): 3 clusters
  Score: Raw -841896.234201 + Penalty 2990.815683 = -838905.418518
  nChanged 76
		SP:Iteration 35Q (49888.020000 sec): 3 clusters
  Score: Raw -841928.557357 + Penalty 2990.815683 = -838937.741674
  nChanged 60
		SP:Iteration 36Q (49888.210000 sec): 3 clusters
  Score: Raw -841948.526596 + Penalty 2990.815683 = -838957.710913
  nChanged 44
		SP:Iteration 37Q (49888.400000 sec): 3 clusters
  Score: Raw -841960.451404 + Penalty 2990.815683 = -838969.635721
  nChanged 34
		SP:Iteration 38Q (49888.590000 sec): 3 clusters
  Score: Raw -841969.379619 + Penalty 2990.815683 = -838978.563936
  nChanged 24
		SP:Iteration 39Q (49888.790000 sec): 3 clusters
  Score: Raw -841977.624389 + Penalty 2990.815683 = -838986.808707
  nChanged 29
		SP:Iteration 40F (49888.980000 sec): 3 clusters
  Score: Raw -841988.014013 + Penalty 2990.815683 = -838997.198330
  nChanged 28
		SP:Iteration 41Q (49889.200000 sec): 3 clusters
  Score: Raw -841996.178244 + Penalty 2990.815683 = -839005.362561
  nChanged 20
		SP:Iteration 42Q (49889.370000 sec): 3 clusters
  Score: Raw -842001.332536 + Penalty 2990.815683 = -839010.516854
  nChanged 13
		SP:Iteration 43Q (49889.590000 sec): 3 clusters
  Score: Raw -842004.189424 + Penalty 2990.815683 = -839013.373741
  nChanged 12
		SP:Iteration 44Q (49889.820000 sec): 3 clusters
  Score: Raw -842006.587663 + Penalty 2990.815683 = -839015.771980
  nChanged 7
		SP:Iteration 45Q (49890.030000 sec): 3 clusters
  Score: Raw -842007.966723 + Penalty 2990.815683 = -839017.151040
  nChanged 8
		SP:Iteration 46Q (49890.240000 sec): 3 clusters
  Score: Raw -842010.498389 + Penalty 2990.815683 = -839019.682706
  nChanged 9
		SP:Iteration 47Q (49890.460000 sec): 3 clusters
  Score: Raw -842013.459141 + Penalty 2990.815683 = -839022.643458
  nChanged 10
		SP:Iteration 48Q (49890.670000 sec): 3 clusters
  Score: Raw -842017.115785 + Penalty 2990.815683 = -839026.300102
  nChanged 15
		SP:Iteration 49Q (49890.880000 sec): 3 clusters
  Score: Raw -842021.111216 + Penalty 2990.815683 = -839030.295534
  nChanged 11
		SP:Iteration 50Q (49891.090000 sec): 3 clusters
  Score: Raw -842024.593502 + Penalty 2990.815683 = -839033.777819
  nChanged 13
		SP:Iteration 51Q (49891.300000 sec): 3 clusters
  Score: Raw -842027.643917 + Penalty 2990.815683 = -839036.828234
  nChanged 13
		SP:Iteration 52Q (49891.520000 sec): 3 clusters
  Score: Raw -842030.530645 + Penalty 2990.815683 = -839039.714962
  nChanged 6
		SP:Iteration 53Q (49891.730000 sec): 3 clusters
  Score: Raw -842031.371813 + Penalty 2990.815683 = -839040.556131
  nChanged 3
		SP:Iteration 54Q (49891.940000 sec): 3 clusters
  Score: Raw -842032.111663 + Penalty 2990.815683 = -839041.295981
  nChanged 4
		SP:Iteration 55Q (49892.150000 sec): 3 clusters
  Score: Raw -842033.071897 + Penalty 2990.815683 = -839042.256215
  nChanged 3
		SP:Iteration 56Q (49892.360000 sec): 3 clusters
  Score: Raw -842033.845764 + Penalty 2990.815683 = -839043.030082
  nChanged 3
		SP:Iteration 57Q (49892.580000 sec): 3 clusters
  Score: Raw -842034.428222 + Penalty 2990.815683 = -839043.612540
  nChanged 1
		SP:Iteration 58Q (49892.790000 sec): 3 clusters
  Score: Raw -842034.773647 + Penalty 2990.815683 = -839043.957965
  nChanged 1
		SP:Iteration 59Q (49893.000000 sec): 3 clusters
  Score: Raw -842034.923579 + Penalty 2990.815683 = -839044.107896
  nChanged 1
		SP:Iteration 60F (49893.210000 sec): 3 clusters
  Score: Raw -842035.236094 + Penalty 2990.815683 = -839044.420412
  nChanged 4
		SP:Iteration 61Q (49893.420000 sec): 3 clusters
  Score: Raw -842036.115915 + Penalty 2990.815683 = -839045.300232
  nChanged 1
		SP:Iteration 62Q (49893.640000 sec): 3 clusters
  Score: Raw -842036.330903 + Penalty 2990.815683 = -839045.515220
  nChanged 0
		SP:Iteration 63F (49893.810000 sec): 3 clusters
  Score: Raw -842036.330903 + Penalty 2990.815683 = -839045.515220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 18 (2815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49893.920000 sec): 2 clusters
  Score: Raw -198023.607812 + Penalty 1290.691600 = -196732.916211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49894.100000 sec): 3 clusters
  Score: Raw -196723.422780 + Penalty 2581.383201 = -194142.039579
  nChanged 1042
		SP:Iteration 1F (49894.280000 sec): 3 clusters
  Score: Raw -197366.465824 + Penalty 2581.383201 = -194785.082623
  nChanged 247
		SP:Iteration 2F (49894.460000 sec): 3 clusters
  Score: Raw -197602.268420 + Penalty 2581.383201 = -195020.885220
  nChanged 221
		SP:Iteration 3F (49894.630000 sec): 3 clusters
  Score: Raw -197861.166182 + Penalty 2581.383201 = -195279.782981
  nChanged 212
		SP:Iteration 4F (49894.810000 sec): 3 clusters
  Score: Raw -198113.015963 + Penalty 2581.383201 = -195531.632763
  nChanged 186
		SP:Iteration 5F (49894.980000 sec): 3 clusters
  Score: Raw -198301.331372 + Penalty 2581.383201 = -195719.948171
  nChanged 135
		SP:Iteration 6Q (49895.160000 sec): 3 clusters
  Score: Raw -198431.552531 + Penalty 2581.383201 = -195850.169331
  nChanged 107
		SP:Iteration 7Q (49895.340000 sec): 3 clusters
  Score: Raw -198509.433647 + Penalty 2581.383201 = -195928.050446
  nChanged 73
		SP:Iteration 8Q (49895.510000 sec): 3 clusters
  Score: Raw -198564.762446 + Penalty 2581.383201 = -195983.379245
  nChanged 53
		SP:Iteration 9Q (49895.690000 sec): 3 clusters
  Score: Raw -198603.582162 + Penalty 2581.383201 = -196022.198961
  nChanged 46
		SP:Iteration 10Q (49895.860000 sec): 3 clusters
  Score: Raw -198635.848629 + Penalty 2581.383201 = -196054.465428
  nChanged 54
		SP:Iteration 11Q (49896.040000 sec): 3 clusters
  Score: Raw -198673.596580 + Penalty 2581.383201 = -196092.213379
  nChanged 53
		SP:Iteration 12Q (49896.220000 sec): 3 clusters
  Score: Raw -198715.217111 + Penalty 2581.383201 = -196133.833910
  nChanged 45
		SP:Iteration 13Q (49896.390000 sec): 3 clusters
  Score: Raw -198746.816414 + Penalty 2581.383201 = -196165.433214
  nChanged 32
		SP:Iteration 14Q (49896.570000 sec): 3 clusters
  Score: Raw -198764.462831 + Penalty 2581.383201 = -196183.079630
  nChanged 36
		SP:Iteration 15Q (49896.740000 sec): 3 clusters
  Score: Raw -198787.807813 + Penalty 2581.383201 = -196206.424613
  nChanged 34
		SP:Iteration 16Q (49896.920000 sec): 3 clusters
  Score: Raw -198818.066470 + Penalty 2581.383201 = -196236.683269
  nChanged 43
		SP:Iteration 17Q (49897.100000 sec): 3 clusters
  Score: Raw -198845.996498 + Penalty 2581.383201 = -196264.613297
  nChanged 32
		SP:Iteration 18Q (49897.270000 sec): 3 clusters
  Score: Raw -198861.787467 + Penalty 2581.383201 = -196280.404266
  nChanged 17
		SP:Iteration 19Q (49897.450000 sec): 3 clusters
  Score: Raw -198869.906359 + Penalty 2581.383201 = -196288.523158
  nChanged 10
		SP:Iteration 20F (49897.620000 sec): 3 clusters
  Score: Raw -198875.517507 + Penalty 2581.383201 = -196294.134306
  nChanged 14
		SP:Iteration 21Q (49897.800000 sec): 3 clusters
  Score: Raw -198882.830354 + Penalty 2581.383201 = -196301.447153
  nChanged 12
		SP:Iteration 22Q (49897.980000 sec): 3 clusters
  Score: Raw -198887.976546 + Penalty 2581.383201 = -196306.593346
  nChanged 5
		SP:Iteration 23Q (49898.150000 sec): 3 clusters
  Score: Raw -198890.117053 + Penalty 2581.383201 = -196308.733852
  nChanged 5
		SP:Iteration 24Q (49898.330000 sec): 3 clusters
  Score: Raw -198892.596794 + Penalty 2581.383201 = -196311.213594
  nChanged 5
		SP:Iteration 25Q (49898.500000 sec): 3 clusters
  Score: Raw -198893.903566 + Penalty 2581.383201 = -196312.520366
  nChanged 3
		SP:Iteration 26Q (49898.680000 sec): 3 clusters
  Score: Raw -198895.767770 + Penalty 2581.383201 = -196314.384569
  nChanged 3
		SP:Iteration 27Q (49898.860000 sec): 3 clusters
  Score: Raw -198896.932391 + Penalty 2581.383201 = -196315.549190
  nChanged 2
		SP:Iteration 28Q (49899.030000 sec): 3 clusters
  Score: Raw -198897.346785 + Penalty 2581.383201 = -196315.963585
  nChanged 2
		SP:Iteration 29Q (49899.210000 sec): 3 clusters
  Score: Raw -198897.811878 + Penalty 2581.383201 = -196316.428678
  nChanged 1
		SP:Iteration 30Q (49899.380000 sec): 3 clusters
  Score: Raw -198898.011475 + Penalty 2581.383201 = -196316.628274
  nChanged 2
		SP:Iteration 31Q (49899.560000 sec): 3 clusters
  Score: Raw -198898.315724 + Penalty 2581.383201 = -196316.932523
  nChanged 1
		SP:Iteration 32Q (49899.740000 sec): 3 clusters
  Score: Raw -198898.400872 + Penalty 2581.383201 = -196317.017671
  nChanged 0
		SP:Iteration 33F (49899.910000 sec): 3 clusters
  Score: Raw -198898.400872 + Penalty 2581.383201 = -196317.017671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 19 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49900.020000 sec): 2 clusters
  Score: Raw -289413.871414 + Penalty 1334.277707 = -288079.593708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49900.180000 sec): 3 clusters
  Score: Raw -287635.887241 + Penalty 2668.555413 = -284967.331828
  nChanged 1424
		SP:Iteration 1F (49900.360000 sec): 3 clusters
  Score: Raw -288486.665490 + Penalty 2668.555413 = -285818.110076
  nChanged 262
		SP:Iteration 2F (49900.540000 sec): 3 clusters
  Score: Raw -288632.861884 + Penalty 2668.555413 = -285964.306471
  nChanged 188
		SP:Iteration 3F (49900.700000 sec): 3 clusters
  Score: Raw -288744.548573 + Penalty 2668.555413 = -286075.993160
  nChanged 147
		SP:Iteration 4Q (49900.860000 sec): 3 clusters
  Score: Raw -288812.625595 + Penalty 2668.555413 = -286144.070182
  nChanged 99
		SP:Iteration 5Q (49901.020000 sec): 3 clusters
  Score: Raw -288857.644925 + Penalty 2668.555413 = -286189.089512
  nChanged 92
		SP:Iteration 6Q (49901.180000 sec): 3 clusters
  Score: Raw -288897.896170 + Penalty 2668.555413 = -286229.340756
  nChanged 70
		SP:Iteration 7Q (49901.350000 sec): 3 clusters
  Score: Raw -288928.737434 + Penalty 2668.555413 = -286260.182021
  nChanged 75
		SP:Iteration 8Q (49901.520000 sec): 3 clusters
  Score: Raw -288964.028699 + Penalty 2668.555413 = -286295.473285
  nChanged 67
		SP:Iteration 9Q (49901.690000 sec): 3 clusters
  Score: Raw -288991.432025 + Penalty 2668.555413 = -286322.876611
  nChanged 48
		SP:Iteration 10Q (49901.870000 sec): 3 clusters
  Score: Raw -289006.781834 + Penalty 2668.555413 = -286338.226421
  nChanged 33
		SP:Iteration 11Q (49902.040000 sec): 3 clusters
  Score: Raw -289017.667251 + Penalty 2668.555413 = -286349.111837
  nChanged 37
		SP:Iteration 12Q (49902.210000 sec): 3 clusters
  Score: Raw -289029.879635 + Penalty 2668.555413 = -286361.324222
  nChanged 33
		SP:Iteration 13Q (49902.390000 sec): 3 clusters
  Score: Raw -289040.787214 + Penalty 2668.555413 = -286372.231801
  nChanged 40
		SP:Iteration 14Q (49902.560000 sec): 3 clusters
  Score: Raw -289051.456213 + Penalty 2668.555413 = -286382.900799
  nChanged 34
		SP:Iteration 15Q (49902.740000 sec): 3 clusters
  Score: Raw -289062.184141 + Penalty 2668.555413 = -286393.628728
  nChanged 30
		SP:Iteration 16Q (49902.910000 sec): 3 clusters
  Score: Raw -289072.279646 + Penalty 2668.555413 = -286403.724233
  nChanged 32
		SP:Iteration 17Q (49903.080000 sec): 3 clusters
  Score: Raw -289084.955476 + Penalty 2668.555413 = -286416.400062
  nChanged 36
		SP:Iteration 18Q (49903.260000 sec): 3 clusters
  Score: Raw -289097.013602 + Penalty 2668.555413 = -286428.458189
  nChanged 40
		SP:Iteration 19Q (49903.430000 sec): 3 clusters
  Score: Raw -289110.281126 + Penalty 2668.555413 = -286441.725713
  nChanged 32
		SP:Iteration 20F (49903.600000 sec): 3 clusters
  Score: Raw -289119.944579 + Penalty 2668.555413 = -286451.389166
  nChanged 29
		SP:Iteration 21Q (49903.780000 sec): 3 clusters
  Score: Raw -289128.692892 + Penalty 2668.555413 = -286460.137479
  nChanged 33
		SP:Iteration 22Q (49903.950000 sec): 3 clusters
  Score: Raw -289142.145211 + Penalty 2668.555413 = -286473.589798
  nChanged 21
		SP:Iteration 23Q (49904.120000 sec): 3 clusters
  Score: Raw -289149.854496 + Penalty 2668.555413 = -286481.299083
  nChanged 24
		SP:Iteration 24Q (49904.300000 sec): 3 clusters
  Score: Raw -289157.676612 + Penalty 2668.555413 = -286489.121198
  nChanged 16
		SP:Iteration 25Q (49904.470000 sec): 3 clusters
  Score: Raw -289162.004594 + Penalty 2668.555413 = -286493.449181
  nChanged 11
		SP:Iteration 26Q (49904.640000 sec): 3 clusters
  Score: Raw -289164.508782 + Penalty 2668.555413 = -286495.953368
  nChanged 8
		SP:Iteration 27Q (49904.820000 sec): 3 clusters
  Score: Raw -289166.018598 + Penalty 2668.555413 = -286497.463184
  nChanged 12
		SP:Iteration 28Q (49904.990000 sec): 3 clusters
  Score: Raw -289169.046620 + Penalty 2668.555413 = -286500.491207
  nChanged 14
		SP:Iteration 29Q (49905.160000 sec): 3 clusters
  Score: Raw -289173.659357 + Penalty 2668.555413 = -286505.103944
  nChanged 9
		SP:Iteration 30Q (49905.340000 sec): 3 clusters
  Score: Raw -289176.157804 + Penalty 2668.555413 = -286507.602390
  nChanged 6
		SP:Iteration 31Q (49905.510000 sec): 3 clusters
  Score: Raw -289177.531130 + Penalty 2668.555413 = -286508.975717
  nChanged 4
		SP:Iteration 32Q (49905.680000 sec): 3 clusters
  Score: Raw -289178.439658 + Penalty 2668.555413 = -286509.884244
  nChanged 7
		SP:Iteration 33Q (49905.860000 sec): 3 clusters
  Score: Raw -289180.190732 + Penalty 2668.555413 = -286511.635319
  nChanged 8
		SP:Iteration 34Q (49906.030000 sec): 3 clusters
  Score: Raw -289182.253665 + Penalty 2668.555413 = -286513.698252
  nChanged 5
		SP:Iteration 35Q (49906.200000 sec): 3 clusters
  Score: Raw -289184.076474 + Penalty 2668.555413 = -286515.521060
  nChanged 11
		SP:Iteration 36Q (49906.380000 sec): 3 clusters
  Score: Raw -289187.224116 + Penalty 2668.555413 = -286518.668703
  nChanged 19
		SP:Iteration 37Q (49906.550000 sec): 3 clusters
  Score: Raw -289193.748845 + Penalty 2668.555413 = -286525.193431
  nChanged 21
		SP:Iteration 38Q (49906.720000 sec): 3 clusters
  Score: Raw -289200.430702 + Penalty 2668.555413 = -286531.875288
  nChanged 23
		SP:Iteration 39Q (49906.900000 sec): 3 clusters
  Score: Raw -289207.538974 + Penalty 2668.555413 = -286538.983560
  nChanged 18
		SP:Iteration 40F (49907.070000 sec): 3 clusters
  Score: Raw -289214.231515 + Penalty 2668.555413 = -286545.676101
  nChanged 23
		SP:Iteration 41Q (49907.240000 sec): 3 clusters
  Score: Raw -289220.564565 + Penalty 2668.555413 = -286552.009152
  nChanged 22
		SP:Iteration 42Q (49907.420000 sec): 3 clusters
  Score: Raw -289229.811936 + Penalty 2668.555413 = -286561.256523
  nChanged 27
		SP:Iteration 43Q (49907.590000 sec): 3 clusters
  Score: Raw -289239.873536 + Penalty 2668.555413 = -286571.318123
  nChanged 28
		SP:Iteration 44Q (49907.760000 sec): 3 clusters
  Score: Raw -289252.201692 + Penalty 2668.555413 = -286583.646279
  nChanged 33
		SP:Iteration 45Q (49907.940000 sec): 3 clusters
  Score: Raw -289264.998274 + Penalty 2668.555413 = -286596.442861
  nChanged 22
		SP:Iteration 46Q (49908.110000 sec): 3 clusters
  Score: Raw -289273.203101 + Penalty 2668.555413 = -286604.647688
  nChanged 26
		SP:Iteration 47Q (49908.280000 sec): 3 clusters
  Score: Raw -289281.863098 + Penalty 2668.555413 = -286613.307685
  nChanged 26
		SP:Iteration 48Q (49908.460000 sec): 3 clusters
  Score: Raw -289291.695200 + Penalty 2668.555413 = -286623.139786
  nChanged 27
		SP:Iteration 49Q (49908.630000 sec): 3 clusters
  Score: Raw -289300.021247 + Penalty 2668.555413 = -286631.465834
  nChanged 28
		SP:Iteration 50Q (49908.800000 sec): 3 clusters
  Score: Raw -289310.573815 + Penalty 2668.555413 = -286642.018402
  nChanged 30
		SP:Iteration 51Q (49908.980000 sec): 3 clusters
  Score: Raw -289323.711339 + Penalty 2668.555413 = -286655.155926
  nChanged 34
		SP:Iteration 52Q (49909.150000 sec): 3 clusters
  Score: Raw -289334.070589 + Penalty 2668.555413 = -286665.515175
  nChanged 20
		SP:Iteration 53Q (49909.320000 sec): 3 clusters
  Score: Raw -289338.570691 + Penalty 2668.555413 = -286670.015278
  nChanged 16
		SP:Iteration 54Q (49909.500000 sec): 3 clusters
  Score: Raw -289342.558407 + Penalty 2668.555413 = -286674.002993
  nChanged 10
		SP:Iteration 55Q (49909.670000 sec): 3 clusters
  Score: Raw -289344.899921 + Penalty 2668.555413 = -286676.344508
  nChanged 11
		SP:Iteration 56Q (49909.850000 sec): 3 clusters
  Score: Raw -289347.952703 + Penalty 2668.555413 = -286679.397290
  nChanged 10
		SP:Iteration 57Q (49910.020000 sec): 3 clusters
  Score: Raw -289349.896146 + Penalty 2668.555413 = -286681.340733
  nChanged 8
		SP:Iteration 58Q (49910.190000 sec): 3 clusters
  Score: Raw -289351.618681 + Penalty 2668.555413 = -286683.063267
  nChanged 6
		SP:Iteration 59Q (49910.370000 sec): 3 clusters
  Score: Raw -289353.722404 + Penalty 2668.555413 = -286685.166991
  nChanged 7
		SP:Iteration 60F (49910.540000 sec): 3 clusters
  Score: Raw -289355.735052 + Penalty 2668.555413 = -286687.179639
  nChanged 8
		SP:Iteration 61Q (49910.710000 sec): 3 clusters
  Score: Raw -289358.818574 + Penalty 2668.555413 = -286690.263160
  nChanged 12
		SP:Iteration 62Q (49910.910000 sec): 3 clusters
  Score: Raw -289361.469986 + Penalty 2668.555413 = -286692.914573
  nChanged 9
		SP:Iteration 63Q (49911.070000 sec): 3 clusters
  Score: Raw -289364.773302 + Penalty 2668.555413 = -286696.217889
  nChanged 6
		SP:Iteration 64Q (49911.230000 sec): 3 clusters
  Score: Raw -289366.316269 + Penalty 2668.555413 = -286697.760855
  nChanged 8
		SP:Iteration 65Q (49911.390000 sec): 3 clusters
  Score: Raw -289368.453284 + Penalty 2668.555413 = -286699.897870
  nChanged 7
		SP:Iteration 66Q (49911.570000 sec): 3 clusters
  Score: Raw -289370.655915 + Penalty 2668.555413 = -286702.100501
  nChanged 6
		SP:Iteration 67Q (49911.740000 sec): 3 clusters
  Score: Raw -289372.481284 + Penalty 2668.555413 = -286703.925871
  nChanged 9
		SP:Iteration 68Q (49911.910000 sec): 3 clusters
  Score: Raw -289375.755552 + Penalty 2668.555413 = -286707.200138
  nChanged 10
		SP:Iteration 69Q (49912.090000 sec): 3 clusters
  Score: Raw -289380.553015 + Penalty 2668.555413 = -286711.997602
  nChanged 16
		SP:Iteration 70Q (49912.260000 sec): 3 clusters
  Score: Raw -289386.729939 + Penalty 2668.555413 = -286718.174526
  nChanged 7
		SP:Iteration 71Q (49912.440000 sec): 3 clusters
  Score: Raw -289390.186392 + Penalty 2668.555413 = -286721.630979
  nChanged 11
		SP:Iteration 72Q (49912.610000 sec): 3 clusters
  Score: Raw -289394.801455 + Penalty 2668.555413 = -286726.246042
  nChanged 12
		SP:Iteration 73Q (49912.790000 sec): 3 clusters
  Score: Raw -289399.941364 + Penalty 2668.555413 = -286731.385951
  nChanged 13
		SP:Iteration 74Q (49912.960000 sec): 3 clusters
  Score: Raw -289404.643663 + Penalty 2668.555413 = -286736.088250
  nChanged 14
		SP:Iteration 75Q (49913.140000 sec): 3 clusters
  Score: Raw -289412.905283 + Penalty 2668.555413 = -286744.349869
  nChanged 15
		SP:Iteration 76Q (49913.310000 sec): 3 clusters
  Score: Raw -289417.753350 + Penalty 2668.555413 = -286749.197936
  nChanged 13
		SP:Iteration 77Q (49913.490000 sec): 3 clusters
  Score: Raw -289422.751689 + Penalty 2668.555413 = -286754.196276
  nChanged 11
		SP:Iteration 78Q (49913.670000 sec): 3 clusters
  Score: Raw -289427.795069 + Penalty 2668.555413 = -286759.239656
  nChanged 10
		SP:Iteration 79Q (49913.840000 sec): 3 clusters
  Score: Raw -289431.474623 + Penalty 2668.555413 = -286762.919210
  nChanged 9
		SP:Iteration 80F (49914.020000 sec): 3 clusters
  Score: Raw -289434.202041 + Penalty 2668.555413 = -286765.646628
  nChanged 12
		SP:Iteration 81Q (49914.190000 sec): 3 clusters
  Score: Raw -289439.578014 + Penalty 2668.555413 = -286771.022601
  nChanged 7
		SP:Iteration 82Q (49914.360000 sec): 3 clusters
  Score: Raw -289443.960027 + Penalty 2668.555413 = -286775.404614
  nChanged 13
		SP:Iteration 83Q (49914.520000 sec): 3 clusters
  Score: Raw -289449.069549 + Penalty 2668.555413 = -286780.514135
  nChanged 9
		SP:Iteration 84Q (49914.680000 sec): 3 clusters
  Score: Raw -289452.066305 + Penalty 2668.555413 = -286783.510892
  nChanged 5
		SP:Iteration 85Q (49914.850000 sec): 3 clusters
  Score: Raw -289453.996799 + Penalty 2668.555413 = -286785.441386
  nChanged 5
		SP:Iteration 86Q (49915.010000 sec): 3 clusters
  Score: Raw -289456.706688 + Penalty 2668.555413 = -286788.151275
  nChanged 7
		SP:Iteration 87Q (49915.170000 sec): 3 clusters
  Score: Raw -289458.870202 + Penalty 2668.555413 = -286790.314789
  nChanged 4
		SP:Iteration 88Q (49915.330000 sec): 3 clusters
  Score: Raw -289459.701473 + Penalty 2668.555413 = -286791.146059
  nChanged 1
		SP:Iteration 89Q (49915.480000 sec): 3 clusters
  Score: Raw -289459.971579 + Penalty 2668.555413 = -286791.416166
  nChanged 0
		SP:Iteration 90F (49915.640000 sec): 3 clusters
  Score: Raw -289459.971579 + Penalty 2668.555413 = -286791.416166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 20 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49915.720000 sec): 2 clusters
  Score: Raw -59132.701278 + Penalty 1081.090242 = -58051.611036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49915.880000 sec): 3 clusters
  Score: Raw -58915.731305 + Penalty 2162.180485 = -56753.550821
  nChanged 219
		SP:Iteration 1F (49916.040000 sec): 3 clusters
  Score: Raw -59106.852762 + Penalty 2162.180485 = -56944.672277
  nChanged 53
		SP:Iteration 2F (49916.200000 sec): 3 clusters
  Score: Raw -59174.174924 + Penalty 2162.180485 = -57011.994440
  nChanged 27
		SP:Iteration 3Q (49916.370000 sec): 3 clusters
  Score: Raw -59205.859671 + Penalty 2162.180485 = -57043.679187
  nChanged 15
		SP:Iteration 4Q (49916.530000 sec): 3 clusters
  Score: Raw -59226.568652 + Penalty 2162.180485 = -57064.388167
  nChanged 7
		SP:Iteration 5Q (49916.690000 sec): 3 clusters
  Score: Raw -59236.390691 + Penalty 2162.180485 = -57074.210207
  nChanged 11
		SP:Iteration 6Q (49916.850000 sec): 3 clusters
  Score: Raw -59247.791890 + Penalty 2162.180485 = -57085.611406
  nChanged 8
		SP:Iteration 7Q (49917.010000 sec): 3 clusters
  Score: Raw -59254.667477 + Penalty 2162.180485 = -57092.486992
  nChanged 6
		SP:Iteration 8Q (49917.170000 sec): 3 clusters
  Score: Raw -59261.198643 + Penalty 2162.180485 = -57099.018159
  nChanged 5
		SP:Iteration 9Q (49917.340000 sec): 3 clusters
  Score: Raw -59264.102331 + Penalty 2162.180485 = -57101.921846
  nChanged 2
		SP:Iteration 10Q (49917.510000 sec): 3 clusters
  Score: Raw -59266.755816 + Penalty 2162.180485 = -57104.575331
  nChanged 2
		SP:Iteration 11Q (49917.690000 sec): 3 clusters
  Score: Raw -59267.974905 + Penalty 2162.180485 = -57105.794421
  nChanged 0
		SP:Iteration 12F (49917.870000 sec): 3 clusters
  Score: Raw -59267.974905 + Penalty 2162.180485 = -57105.794421
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 21 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49917.950000 sec): 2 clusters
  Score: Raw -107078.821205 + Penalty 1167.008691 = -105911.812514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49918.130000 sec): 3 clusters
  Score: Raw -106611.256153 + Penalty 2334.017382 = -104277.238771
  nChanged 413
		SP:Iteration 1F (49918.310000 sec): 3 clusters
  Score: Raw -106938.470967 + Penalty 2334.017382 = -104604.453585
  nChanged 110
		SP:Iteration 2F (49918.480000 sec): 3 clusters
  Score: Raw -107045.597941 + Penalty 2334.017382 = -104711.580559
  nChanged 55
		SP:Iteration 3Q (49918.660000 sec): 3 clusters
  Score: Raw -107090.209748 + Penalty 2334.017382 = -104756.192366
  nChanged 38
		SP:Iteration 4Q (49918.830000 sec): 3 clusters
  Score: Raw -107122.162222 + Penalty 2334.017382 = -104788.144840
  nChanged 25
		SP:Iteration 5Q (49919.010000 sec): 3 clusters
  Score: Raw -107141.403500 + Penalty 2334.017382 = -104807.386118
  nChanged 24
		SP:Iteration 6Q (49919.190000 sec): 3 clusters
  Score: Raw -107164.941755 + Penalty 2334.017382 = -104830.924373
  nChanged 26
		SP:Iteration 7Q (49919.360000 sec): 3 clusters
  Score: Raw -107190.694974 + Penalty 2334.017382 = -104856.677592
  nChanged 27
		SP:Iteration 8Q (49919.540000 sec): 3 clusters
  Score: Raw -107226.870709 + Penalty 2334.017382 = -104892.853327
  nChanged 26
		SP:Iteration 9Q (49919.710000 sec): 3 clusters
  Score: Raw -107279.104598 + Penalty 2334.017382 = -104945.087216
  nChanged 31
		SP:Iteration 10Q (49919.890000 sec): 3 clusters
  Score: Raw -107336.489146 + Penalty 2334.017382 = -105002.471764
  nChanged 41
		SP:Iteration 11Q (49920.070000 sec): 3 clusters
  Score: Raw -107417.787817 + Penalty 2334.017382 = -105083.770435
  nChanged 48
		SP:Iteration 12Q (49920.240000 sec): 3 clusters
  Score: Raw -107498.937743 + Penalty 2334.017382 = -105164.920361
  nChanged 49
		SP:Iteration 13Q (49920.420000 sec): 3 clusters
  Score: Raw -107570.356247 + Penalty 2334.017382 = -105236.338865
  nChanged 40
		SP:Iteration 14Q (49920.590000 sec): 3 clusters
  Score: Raw -107623.618602 + Penalty 2334.017382 = -105289.601220
  nChanged 32
		SP:Iteration 15Q (49920.770000 sec): 3 clusters
  Score: Raw -107676.553688 + Penalty 2334.017382 = -105342.536306
  nChanged 26
		SP:Iteration 16Q (49920.940000 sec): 3 clusters
  Score: Raw -107717.479999 + Penalty 2334.017382 = -105383.462617
  nChanged 24
		SP:Iteration 17Q (49921.120000 sec): 3 clusters
  Score: Raw -107753.468588 + Penalty 2334.017382 = -105419.451206
  nChanged 25
		SP:Iteration 18Q (49921.290000 sec): 3 clusters
  Score: Raw -107801.397684 + Penalty 2334.017382 = -105467.380302
  nChanged 28
		SP:Iteration 19Q (49921.470000 sec): 3 clusters
  Score: Raw -107838.086238 + Penalty 2334.017382 = -105504.068856
  nChanged 13
		SP:Iteration 20F (49921.640000 sec): 3 clusters
  Score: Raw -107853.994045 + Penalty 2334.017382 = -105519.976663
  nChanged 17
		SP:Iteration 21Q (49921.820000 sec): 3 clusters
  Score: Raw -107881.793485 + Penalty 2334.017382 = -105547.776103
  nChanged 16
		SP:Iteration 22Q (49921.990000 sec): 3 clusters
  Score: Raw -107905.779263 + Penalty 2334.017382 = -105571.761881
  nChanged 14
		SP:Iteration 23Q (49922.170000 sec): 3 clusters
  Score: Raw -107925.789972 + Penalty 2334.017382 = -105591.772590
  nChanged 9
		SP:Iteration 24Q (49922.350000 sec): 3 clusters
  Score: Raw -107933.628033 + Penalty 2334.017382 = -105599.610651
  nChanged 2
		SP:Iteration 25Q (49922.520000 sec): 3 clusters
  Score: Raw -107934.577654 + Penalty 2334.017382 = -105600.560272
  nChanged 1
		SP:Iteration 26Q (49922.700000 sec): 3 clusters
  Score: Raw -107935.050067 + Penalty 2334.017382 = -105601.032685
  nChanged 1
		SP:Iteration 27Q (49922.870000 sec): 3 clusters
  Score: Raw -107935.309773 + Penalty 2334.017382 = -105601.292391
  nChanged 0
		SP:Iteration 28F (49923.050000 sec): 3 clusters
  Score: Raw -107935.309773 + Penalty 2334.017382 = -105601.292391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 22 (1403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49923.140000 sec): 2 clusters
  Score: Raw -105704.021778 + Penalty 1177.534813 = -104526.486965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49923.310000 sec): 3 clusters
  Score: Raw -105201.812917 + Penalty 2355.069626 = -102846.743291
  nChanged 453
		SP:Iteration 1F (49923.490000 sec): 3 clusters
  Score: Raw -105583.897300 + Penalty 2355.069626 = -103228.827674
  nChanged 123
		SP:Iteration 2F (49923.670000 sec): 3 clusters
  Score: Raw -105703.734821 + Penalty 2355.069626 = -103348.665195
  nChanged 63
		SP:Iteration 3Q (49923.840000 sec): 3 clusters
  Score: Raw -105754.405611 + Penalty 2355.069626 = -103399.335985
  nChanged 31
		SP:Iteration 4Q (49924.020000 sec): 3 clusters
  Score: Raw -105771.708760 + Penalty 2355.069626 = -103416.639134
  nChanged 26
		SP:Iteration 5Q (49924.190000 sec): 3 clusters
  Score: Raw -105789.539639 + Penalty 2355.069626 = -103434.470013
  nChanged 18
		SP:Iteration 6Q (49924.370000 sec): 3 clusters
  Score: Raw -105802.547317 + Penalty 2355.069626 = -103447.477691
  nChanged 18
		SP:Iteration 7Q (49924.550000 sec): 3 clusters
  Score: Raw -105813.341689 + Penalty 2355.069626 = -103458.272063
  nChanged 10
		SP:Iteration 8Q (49924.770000 sec): 3 clusters
  Score: Raw -105821.249619 + Penalty 2355.069626 = -103466.179993
  nChanged 9
		SP:Iteration 9Q (49924.930000 sec): 3 clusters
  Score: Raw -105826.256015 + Penalty 2355.069626 = -103471.186389
  nChanged 14
		SP:Iteration 10Q (49925.100000 sec): 3 clusters
  Score: Raw -105837.612257 + Penalty 2355.069626 = -103482.542631
  nChanged 18
		SP:Iteration 11Q (49925.220000 sec): 3 clusters
  Score: Raw -105849.281292 + Penalty 2355.069626 = -103494.211666
  nChanged 9
		SP:Iteration 12Q (49925.390000 sec): 3 clusters
  Score: Raw -105855.593633 + Penalty 2355.069626 = -103500.524007
  nChanged 7
		SP:Iteration 13Q (49925.570000 sec): 3 clusters
  Score: Raw -105860.298580 + Penalty 2355.069626 = -103505.228954
  nChanged 9
		SP:Iteration 14Q (49925.740000 sec): 3 clusters
  Score: Raw -105864.490312 + Penalty 2355.069626 = -103509.420686
  nChanged 5
		SP:Iteration 15Q (49925.910000 sec): 3 clusters
  Score: Raw -105866.056082 + Penalty 2355.069626 = -103510.986456
  nChanged 3
		SP:Iteration 16Q (49926.090000 sec): 3 clusters
  Score: Raw -105869.839805 + Penalty 2355.069626 = -103514.770179
  nChanged 4
		SP:Iteration 17Q (49926.260000 sec): 3 clusters
  Score: Raw -105873.872300 + Penalty 2355.069626 = -103518.802674
  nChanged 5
		SP:Iteration 18Q (49926.430000 sec): 3 clusters
  Score: Raw -105877.932059 + Penalty 2355.069626 = -103522.862432
  nChanged 10
		SP:Iteration 19Q (49926.610000 sec): 3 clusters
  Score: Raw -105883.008168 + Penalty 2355.069626 = -103527.938542
  nChanged 12
		SP:Iteration 20F (49926.780000 sec): 3 clusters
  Score: Raw -105892.135713 + Penalty 2355.069626 = -103537.066087
  nChanged 15
		SP:Iteration 21Q (49926.950000 sec): 3 clusters
  Score: Raw -105906.165873 + Penalty 2355.069626 = -103551.096247
  nChanged 22
		SP:Iteration 22Q (49927.130000 sec): 3 clusters
  Score: Raw -105929.715275 + Penalty 2355.069626 = -103574.645649
  nChanged 25
		SP:Iteration 23Q (49927.300000 sec): 3 clusters
  Score: Raw -105953.186526 + Penalty 2355.069626 = -103598.116900
  nChanged 24
		SP:Iteration 24Q (49927.470000 sec): 3 clusters
  Score: Raw -105973.823084 + Penalty 2355.069626 = -103618.753458
  nChanged 23
		SP:Iteration 25Q (49927.650000 sec): 3 clusters
  Score: Raw -105988.889494 + Penalty 2355.069626 = -103633.819868
  nChanged 9
		SP:Iteration 26Q (49927.820000 sec): 3 clusters
  Score: Raw -105999.381899 + Penalty 2355.069626 = -103644.312273
  nChanged 11
		SP:Iteration 27Q (49928.000000 sec): 3 clusters
  Score: Raw -106009.999132 + Penalty 2355.069626 = -103654.929506
  nChanged 14
		SP:Iteration 28Q (49928.170000 sec): 3 clusters
  Score: Raw -106020.717094 + Penalty 2355.069626 = -103665.647468
  nChanged 10
		SP:Iteration 29Q (49928.340000 sec): 3 clusters
  Score: Raw -106025.815541 + Penalty 2355.069626 = -103670.745915
  nChanged 12
		SP:Iteration 30Q (49928.520000 sec): 3 clusters
  Score: Raw -106033.411596 + Penalty 2355.069626 = -103678.341970
  nChanged 10
		SP:Iteration 31Q (49928.690000 sec): 3 clusters
  Score: Raw -106039.410619 + Penalty 2355.069626 = -103684.340993
  nChanged 11
		SP:Iteration 32Q (49928.860000 sec): 3 clusters
  Score: Raw -106050.149420 + Penalty 2355.069626 = -103695.079794
  nChanged 7
		SP:Iteration 33Q (49929.040000 sec): 3 clusters
  Score: Raw -106053.652526 + Penalty 2355.069626 = -103698.582900
  nChanged 4
		SP:Iteration 34Q (49929.210000 sec): 3 clusters
  Score: Raw -106056.193789 + Penalty 2355.069626 = -103701.124163
  nChanged 4
		SP:Iteration 35Q (49929.390000 sec): 3 clusters
  Score: Raw -106059.271707 + Penalty 2355.069626 = -103704.202081
  nChanged 3
		SP:Iteration 36Q (49929.550000 sec): 3 clusters
  Score: Raw -106060.779782 + Penalty 2355.069626 = -103705.710156
  nChanged 1
		SP:Iteration 37Q (49929.730000 sec): 3 clusters
  Score: Raw -106060.995267 + Penalty 2355.069626 = -103705.925641
  nChanged 0
		SP:Iteration 38F (49929.780000 sec): 3 clusters
  Score: Raw -106060.995267 + Penalty 2355.069626 = -103705.925641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 23 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49929.880000 sec): 2 clusters
  Score: Raw -104793.878780 + Penalty 1166.637545 = -103627.241235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49930.040000 sec): 3 clusters
  Score: Raw -104325.026717 + Penalty 2333.275090 = -101991.751627
  nChanged 418
		SP:Iteration 1F (49930.210000 sec): 3 clusters
  Score: Raw -104668.984110 + Penalty 2333.275090 = -102335.709020
  nChanged 113
		SP:Iteration 2F (49930.390000 sec): 3 clusters
  Score: Raw -104799.477708 + Penalty 2333.275090 = -102466.202618
  nChanged 68
		SP:Iteration 3F (49930.560000 sec): 3 clusters
  Score: Raw -104868.403926 + Penalty 2333.275090 = -102535.128836
  nChanged 40
		SP:Iteration 4Q (49930.740000 sec): 3 clusters
  Score: Raw -104906.398509 + Penalty 2333.275090 = -102573.123419
  nChanged 29
		SP:Iteration 5Q (49930.910000 sec): 3 clusters
  Score: Raw -104927.626712 + Penalty 2333.275090 = -102594.351622
  nChanged 19
		SP:Iteration 6Q (49931.090000 sec): 3 clusters
  Score: Raw -104944.159600 + Penalty 2333.275090 = -102610.884510
  nChanged 19
		SP:Iteration 7Q (49931.270000 sec): 3 clusters
  Score: Raw -104963.789512 + Penalty 2333.275090 = -102630.514422
  nChanged 16
		SP:Iteration 8Q (49931.440000 sec): 3 clusters
  Score: Raw -104977.612990 + Penalty 2333.275090 = -102644.337900
  nChanged 17
		SP:Iteration 9Q (49931.620000 sec): 3 clusters
  Score: Raw -104992.400137 + Penalty 2333.275090 = -102659.125047
  nChanged 7
		SP:Iteration 10Q (49931.790000 sec): 3 clusters
  Score: Raw -104998.021627 + Penalty 2333.275090 = -102664.746537
  nChanged 8
		SP:Iteration 11Q (49931.970000 sec): 3 clusters
  Score: Raw -105003.196083 + Penalty 2333.275090 = -102669.920993
  nChanged 2
		SP:Iteration 12Q (49932.150000 sec): 3 clusters
  Score: Raw -105005.490656 + Penalty 2333.275090 = -102672.215566
  nChanged 7
		SP:Iteration 13Q (49932.320000 sec): 3 clusters
  Score: Raw -105011.890528 + Penalty 2333.275090 = -102678.615438
  nChanged 9
		SP:Iteration 14Q (49932.500000 sec): 3 clusters
  Score: Raw -105017.772783 + Penalty 2333.275090 = -102684.497693
  nChanged 10
		SP:Iteration 15Q (49932.670000 sec): 3 clusters
  Score: Raw -105023.171453 + Penalty 2333.275090 = -102689.896363
  nChanged 6
		SP:Iteration 16Q (49932.850000 sec): 3 clusters
  Score: Raw -105025.017510 + Penalty 2333.275090 = -102691.742420
  nChanged 0
		SP:Iteration 17F (49933.030000 sec): 3 clusters
  Score: Raw -105025.017510 + Penalty 2333.275090 = -102691.742420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 24 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49933.110000 sec): 2 clusters
  Score: Raw -103697.905284 + Penalty 1188.614835 = -102509.290448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49933.290000 sec): 3 clusters
  Score: Raw -103107.030410 + Penalty 2377.229671 = -100729.800740
  nChanged 500
		SP:Iteration 1F (49933.470000 sec): 3 clusters
  Score: Raw -103547.452169 + Penalty 2377.229671 = -101170.222499
  nChanged 152
		SP:Iteration 2F (49933.640000 sec): 3 clusters
  Score: Raw -103737.181242 + Penalty 2377.229671 = -101359.951572
  nChanged 104
		SP:Iteration 3F (49933.820000 sec): 3 clusters
  Score: Raw -103887.037217 + Penalty 2377.229671 = -101509.807547
  nChanged 93
		SP:Iteration 4F (49933.990000 sec): 3 clusters
  Score: Raw -104008.691214 + Penalty 2377.229671 = -101631.461543
  nChanged 63
		SP:Iteration 5Q (49934.170000 sec): 3 clusters
  Score: Raw -104069.681481 + Penalty 2377.229671 = -101692.451811
  nChanged 50
		SP:Iteration 6Q (49934.350000 sec): 3 clusters
  Score: Raw -104130.568304 + Penalty 2377.229671 = -101753.338633
  nChanged 40
		SP:Iteration 7Q (49934.520000 sec): 3 clusters
  Score: Raw -104168.242920 + Penalty 2377.229671 = -101791.013249
  nChanged 34
		SP:Iteration 8Q (49934.700000 sec): 3 clusters
  Score: Raw -104194.985653 + Penalty 2377.229671 = -101817.755982
  nChanged 25
		SP:Iteration 9Q (49934.870000 sec): 3 clusters
  Score: Raw -104212.947898 + Penalty 2377.229671 = -101835.718227
  nChanged 18
		SP:Iteration 10Q (49935.050000 sec): 3 clusters
  Score: Raw -104231.199436 + Penalty 2377.229671 = -101853.969766
  nChanged 23
		SP:Iteration 11Q (49935.220000 sec): 3 clusters
  Score: Raw -104250.789100 + Penalty 2377.229671 = -101873.559430
  nChanged 19
		SP:Iteration 12Q (49935.400000 sec): 3 clusters
  Score: Raw -104265.830719 + Penalty 2377.229671 = -101888.601048
  nChanged 12
		SP:Iteration 13Q (49935.570000 sec): 3 clusters
  Score: Raw -104272.632701 + Penalty 2377.229671 = -101895.403030
  nChanged 7
		SP:Iteration 14Q (49935.750000 sec): 3 clusters
  Score: Raw -104277.117373 + Penalty 2377.229671 = -101899.887703
  nChanged 6
		SP:Iteration 15Q (49935.930000 sec): 3 clusters
  Score: Raw -104281.684032 + Penalty 2377.229671 = -101904.454361
  nChanged 5
		SP:Iteration 16Q (49936.100000 sec): 3 clusters
  Score: Raw -104284.792896 + Penalty 2377.229671 = -101907.563225
  nChanged 5
		SP:Iteration 17Q (49936.280000 sec): 3 clusters
  Score: Raw -104286.918599 + Penalty 2377.229671 = -101909.688928
  nChanged 1
		SP:Iteration 18Q (49936.450000 sec): 3 clusters
  Score: Raw -104288.908175 + Penalty 2377.229671 = -101911.678505
  nChanged 2
		SP:Iteration 19Q (49936.630000 sec): 3 clusters
  Score: Raw -104289.909549 + Penalty 2377.229671 = -101912.679878
  nChanged 2
		SP:Iteration 20F (49936.810000 sec): 3 clusters
  Score: Raw -104290.641443 + Penalty 2377.229671 = -101913.411773
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 25 (2461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49936.910000 sec): 2 clusters
  Score: Raw -196617.235670 + Penalty 1268.852496 = -195348.383174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49937.050000 sec): 3 clusters
  Score: Raw -195521.673064 + Penalty 2537.704991 = -192983.968073
  nChanged 894
		SP:Iteration 1F (49937.230000 sec): 3 clusters
  Score: Raw -196155.269676 + Penalty 2537.704991 = -193617.564685
  nChanged 204
		SP:Iteration 2F (49937.410000 sec): 3 clusters
  Score: Raw -196288.383698 + Penalty 2537.704991 = -193750.678706
  nChanged 116
		SP:Iteration 3Q (49937.580000 sec): 3 clusters
  Score: Raw -196357.355065 + Penalty 2537.704991 = -193819.650074
  nChanged 83
		SP:Iteration 4Q (49937.760000 sec): 3 clusters
  Score: Raw -196401.328082 + Penalty 2537.704991 = -193863.623091
  nChanged 61
		SP:Iteration 5Q (49937.930000 sec): 3 clusters
  Score: Raw -196429.506925 + Penalty 2537.704991 = -193891.801934
  nChanged 41
		SP:Iteration 6Q (49938.110000 sec): 3 clusters
  Score: Raw -196449.437919 + Penalty 2537.704991 = -193911.732928
  nChanged 40
		SP:Iteration 7Q (49938.290000 sec): 3 clusters
  Score: Raw -196469.249659 + Penalty 2537.704991 = -193931.544668
  nChanged 35
		SP:Iteration 8Q (49938.460000 sec): 3 clusters
  Score: Raw -196485.782669 + Penalty 2537.704991 = -193948.077678
  nChanged 35
		SP:Iteration 9Q (49938.640000 sec): 3 clusters
  Score: Raw -196506.387892 + Penalty 2537.704991 = -193968.682901
  nChanged 37
		SP:Iteration 10Q (49938.810000 sec): 3 clusters
  Score: Raw -196525.070874 + Penalty 2537.704991 = -193987.365883
  nChanged 42
		SP:Iteration 11Q (49938.990000 sec): 3 clusters
  Score: Raw -196546.349812 + Penalty 2537.704991 = -194008.644820
  nChanged 32
		SP:Iteration 12Q (49939.170000 sec): 3 clusters
  Score: Raw -196561.641487 + Penalty 2537.704991 = -194023.936496
  nChanged 33
		SP:Iteration 13Q (49939.340000 sec): 3 clusters
  Score: Raw -196573.115126 + Penalty 2537.704991 = -194035.410135
  nChanged 20
		SP:Iteration 14Q (49939.520000 sec): 3 clusters
  Score: Raw -196582.367067 + Penalty 2537.704991 = -194044.662076
  nChanged 23
		SP:Iteration 15Q (49939.690000 sec): 3 clusters
  Score: Raw -196592.740807 + Penalty 2537.704991 = -194055.035815
  nChanged 23
		SP:Iteration 16Q (49939.870000 sec): 3 clusters
  Score: Raw -196605.892098 + Penalty 2537.704991 = -194068.187106
  nChanged 27
		SP:Iteration 17Q (49940.050000 sec): 3 clusters
  Score: Raw -196620.588466 + Penalty 2537.704991 = -194082.883475
  nChanged 23
		SP:Iteration 18Q (49940.220000 sec): 3 clusters
  Score: Raw -196630.840919 + Penalty 2537.704991 = -194093.135928
  nChanged 15
		SP:Iteration 19Q (49940.390000 sec): 3 clusters
  Score: Raw -196638.939994 + Penalty 2537.704991 = -194101.235003
  nChanged 17
		SP:Iteration 20F (49940.570000 sec): 3 clusters
  Score: Raw -196646.766372 + Penalty 2537.704991 = -194109.061381
  nChanged 12
		SP:Iteration 21Q (49940.750000 sec): 3 clusters
  Score: Raw -196651.715249 + Penalty 2537.704991 = -194114.010257
  nChanged 11
		SP:Iteration 22Q (49940.920000 sec): 3 clusters
  Score: Raw -196657.580561 + Penalty 2537.704991 = -194119.875570
  nChanged 7
		SP:Iteration 23Q (49941.100000 sec): 3 clusters
  Score: Raw -196661.365925 + Penalty 2537.704991 = -194123.660934
  nChanged 9
		SP:Iteration 24Q (49941.270000 sec): 3 clusters
  Score: Raw -196665.359865 + Penalty 2537.704991 = -194127.654874
  nChanged 8
		SP:Iteration 25Q (49941.450000 sec): 3 clusters
  Score: Raw -196668.629544 + Penalty 2537.704991 = -194130.924553
  nChanged 3
		SP:Iteration 26Q (49941.630000 sec): 3 clusters
  Score: Raw -196669.718741 + Penalty 2537.704991 = -194132.013750
  nChanged 4
		SP:Iteration 27Q (49941.800000 sec): 3 clusters
  Score: Raw -196670.596576 + Penalty 2537.704991 = -194132.891584
  nChanged 2
		SP:Iteration 28Q (49941.980000 sec): 3 clusters
  Score: Raw -196672.204457 + Penalty 2537.704991 = -194134.499465
  nChanged 4
		SP:Iteration 29Q (49942.160000 sec): 3 clusters
  Score: Raw -196674.487828 + Penalty 2537.704991 = -194136.782837
  nChanged 7
		SP:Iteration 30Q (49942.330000 sec): 3 clusters
  Score: Raw -196676.753861 + Penalty 2537.704991 = -194139.048869
  nChanged 5
		SP:Iteration 31Q (49942.510000 sec): 3 clusters
  Score: Raw -196678.509943 + Penalty 2537.704991 = -194140.804951
  nChanged 1
		SP:Iteration 32Q (49942.680000 sec): 3 clusters
  Score: Raw -196679.755738 + Penalty 2537.704991 = -194142.050747
  nChanged 1
		SP:Iteration 33Q (49942.860000 sec): 3 clusters
  Score: Raw -196679.980220 + Penalty 2537.704991 = -194142.275228
  nChanged 1
		SP:Iteration 34Q (49943.040000 sec): 3 clusters
  Score: Raw -196680.357803 + Penalty 2537.704991 = -194142.652811
  nChanged 0
		SP:Iteration 35F (49943.210000 sec): 3 clusters
  Score: Raw -196680.357803 + Penalty 2537.704991 = -194142.652811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 26 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49943.340000 sec): 2 clusters
  Score: Raw -360241.338849 + Penalty 1370.388369 = -358870.950480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49943.530000 sec): 3 clusters
  Score: Raw -358048.109616 + Penalty 2740.776739 = -355307.332877
  nChanged 1797
		SP:Iteration 1F (49943.700000 sec): 3 clusters
  Score: Raw -359376.469970 + Penalty 2740.776739 = -356635.693232
  nChanged 497
		SP:Iteration 2F (49943.920000 sec): 3 clusters
  Score: Raw -359916.585971 + Penalty 2740.776739 = -357175.809232
  nChanged 385
		SP:Iteration 3F (49944.080000 sec): 3 clusters
  Score: Raw -360283.811904 + Penalty 2740.776739 = -357543.035165
  nChanged 264
		SP:Iteration 4F (49944.240000 sec): 3 clusters
  Score: Raw -360467.670465 + Penalty 2740.776739 = -357726.893727
  nChanged 152
		SP:Iteration 5Q (49944.400000 sec): 3 clusters
  Score: Raw -360550.547015 + Penalty 2740.776739 = -357809.770277
  nChanged 95
		SP:Iteration 6Q (49944.560000 sec): 3 clusters
  Score: Raw -360591.852999 + Penalty 2740.776739 = -357851.076260
  nChanged 86
		SP:Iteration 7Q (49944.740000 sec): 3 clusters
  Score: Raw -360631.055864 + Penalty 2740.776739 = -357890.279125
  nChanged 62
		SP:Iteration 8Q (49944.940000 sec): 3 clusters
  Score: Raw -360660.770838 + Penalty 2740.776739 = -357919.994099
  nChanged 50
		SP:Iteration 9Q (49945.090000 sec): 3 clusters
  Score: Raw -360678.899025 + Penalty 2740.776739 = -357938.122286
  nChanged 30
		SP:Iteration 10Q (49945.270000 sec): 3 clusters
  Score: Raw -360694.210921 + Penalty 2740.776739 = -357953.434183
  nChanged 39
		SP:Iteration 11Q (49945.430000 sec): 3 clusters
  Score: Raw -360711.079289 + Penalty 2740.776739 = -357970.302550
  nChanged 36
		SP:Iteration 12Q (49945.590000 sec): 3 clusters
  Score: Raw -360723.942579 + Penalty 2740.776739 = -357983.165841
  nChanged 37
		SP:Iteration 13Q (49945.750000 sec): 3 clusters
  Score: Raw -360737.885463 + Penalty 2740.776739 = -357997.108724
  nChanged 32
		SP:Iteration 14Q (49945.910000 sec): 3 clusters
  Score: Raw -360747.170192 + Penalty 2740.776739 = -358006.393454
  nChanged 20
		SP:Iteration 15Q (49946.070000 sec): 3 clusters
  Score: Raw -360753.369000 + Penalty 2740.776739 = -358012.592261
  nChanged 26
		SP:Iteration 16Q (49946.230000 sec): 3 clusters
  Score: Raw -360761.311298 + Penalty 2740.776739 = -358020.534559
  nChanged 25
		SP:Iteration 17Q (49946.390000 sec): 3 clusters
  Score: Raw -360771.425697 + Penalty 2740.776739 = -358030.648958
  nChanged 31
		SP:Iteration 18Q (49946.550000 sec): 3 clusters
  Score: Raw -360780.845719 + Penalty 2740.776739 = -358040.068980
  nChanged 22
		SP:Iteration 19Q (49946.710000 sec): 3 clusters
  Score: Raw -360786.977778 + Penalty 2740.776739 = -358046.201039
  nChanged 23
		SP:Iteration 20F (49946.870000 sec): 3 clusters
  Score: Raw -360796.239831 + Penalty 2740.776739 = -358055.463093
  nChanged 38
		SP:Iteration 21Q (49947.030000 sec): 3 clusters
  Score: Raw -360810.791284 + Penalty 2740.776739 = -358070.014545
  nChanged 34
		SP:Iteration 22Q (49947.190000 sec): 3 clusters
  Score: Raw -360822.822085 + Penalty 2740.776739 = -358082.045346
  nChanged 39
		SP:Iteration 23Q (49947.350000 sec): 3 clusters
  Score: Raw -360836.079257 + Penalty 2740.776739 = -358095.302518
  nChanged 33
		SP:Iteration 24Q (49947.510000 sec): 3 clusters
  Score: Raw -360849.231748 + Penalty 2740.776739 = -358108.455009
  nChanged 26
		SP:Iteration 25Q (49947.670000 sec): 3 clusters
  Score: Raw -360858.707817 + Penalty 2740.776739 = -358117.931078
  nChanged 26
		SP:Iteration 26Q (49947.830000 sec): 3 clusters
  Score: Raw -360866.221877 + Penalty 2740.776739 = -358125.445138
  nChanged 25
		SP:Iteration 27Q (49947.990000 sec): 3 clusters
  Score: Raw -360877.261958 + Penalty 2740.776739 = -358136.485220
  nChanged 28
		SP:Iteration 28Q (49948.150000 sec): 3 clusters
  Score: Raw -360887.874320 + Penalty 2740.776739 = -358147.097581
  nChanged 34
		SP:Iteration 29Q (49948.310000 sec): 3 clusters
  Score: Raw -360900.673148 + Penalty 2740.776739 = -358159.896409
  nChanged 25
		SP:Iteration 30Q (49948.470000 sec): 3 clusters
  Score: Raw -360913.135473 + Penalty 2740.776739 = -358172.358735
  nChanged 25
		SP:Iteration 31Q (49948.630000 sec): 3 clusters
  Score: Raw -360925.043751 + Penalty 2740.776739 = -358184.267013
  nChanged 27
		SP:Iteration 32Q (49948.790000 sec): 3 clusters
  Score: Raw -360938.434919 + Penalty 2740.776739 = -358197.658181
  nChanged 29
		SP:Iteration 33Q (49948.950000 sec): 3 clusters
  Score: Raw -360963.009632 + Penalty 2740.776739 = -358222.232894
  nChanged 48
		SP:Iteration 34Q (49949.110000 sec): 3 clusters
  Score: Raw -361000.867022 + Penalty 2740.776739 = -358260.090284
  nChanged 53
		SP:Iteration 35Q (49949.310000 sec): 3 clusters
  Score: Raw -361045.850154 + Penalty 2740.776739 = -358305.073415
  nChanged 70
		SP:Iteration 36Q (49949.440000 sec): 3 clusters
  Score: Raw -361085.900875 + Penalty 2740.776739 = -358345.124137
  nChanged 62
		SP:Iteration 37Q (49949.630000 sec): 3 clusters
  Score: Raw -361116.530312 + Penalty 2740.776739 = -358375.753573
  nChanged 57
		SP:Iteration 38Q (49949.790000 sec): 3 clusters
  Score: Raw -361144.244149 + Penalty 2740.776739 = -358403.467410
  nChanged 52
		SP:Iteration 39Q (49949.950000 sec): 3 clusters
  Score: Raw -361171.953975 + Penalty 2740.776739 = -358431.177236
  nChanged 45
		SP:Iteration 40F (49950.110000 sec): 3 clusters
  Score: Raw -361194.730477 + Penalty 2740.776739 = -358453.953738
  nChanged 49
		SP:Iteration 41Q (49950.270000 sec): 3 clusters
  Score: Raw -361221.827500 + Penalty 2740.776739 = -358481.050761
  nChanged 56
		SP:Iteration 42Q (49950.430000 sec): 3 clusters
  Score: Raw -361263.032511 + Penalty 2740.776739 = -358522.255772
  nChanged 62
		SP:Iteration 43Q (49950.590000 sec): 3 clusters
  Score: Raw -361318.775269 + Penalty 2740.776739 = -358577.998531
  nChanged 59
		SP:Iteration 44Q (49950.750000 sec): 3 clusters
  Score: Raw -361374.601660 + Penalty 2740.776739 = -358633.824921
  nChanged 59
		SP:Iteration 45Q (49950.910000 sec): 3 clusters
  Score: Raw -361412.890689 + Penalty 2740.776739 = -358672.113950
  nChanged 51
		SP:Iteration 46Q (49951.070000 sec): 3 clusters
  Score: Raw -361437.222335 + Penalty 2740.776739 = -358696.445597
  nChanged 37
		SP:Iteration 47Q (49951.230000 sec): 3 clusters
  Score: Raw -361450.973126 + Penalty 2740.776739 = -358710.196387
  nChanged 28
		SP:Iteration 48Q (49951.390000 sec): 3 clusters
  Score: Raw -361463.332210 + Penalty 2740.776739 = -358722.555472
  nChanged 35
		SP:Iteration 49Q (49951.550000 sec): 3 clusters
  Score: Raw -361475.998664 + Penalty 2740.776739 = -358735.221925
  nChanged 25
		SP:Iteration 50Q (49951.710000 sec): 3 clusters
  Score: Raw -361483.951923 + Penalty 2740.776739 = -358743.175184
  nChanged 19
		SP:Iteration 51Q (49951.870000 sec): 3 clusters
  Score: Raw -361489.852693 + Penalty 2740.776739 = -358749.075955
  nChanged 15
		SP:Iteration 52Q (49952.030000 sec): 3 clusters
  Score: Raw -361494.566753 + Penalty 2740.776739 = -358753.790014
  nChanged 14
		SP:Iteration 53Q (49952.190000 sec): 3 clusters
  Score: Raw -361498.333329 + Penalty 2740.776739 = -358757.556591
  nChanged 15
		SP:Iteration 54Q (49952.350000 sec): 3 clusters
  Score: Raw -361503.720029 + Penalty 2740.776739 = -358762.943290
  nChanged 12
		SP:Iteration 55Q (49952.510000 sec): 3 clusters
  Score: Raw -361507.499533 + Penalty 2740.776739 = -358766.722794
  nChanged 9
		SP:Iteration 56Q (49952.670000 sec): 3 clusters
  Score: Raw -361510.152990 + Penalty 2740.776739 = -358769.376252
  nChanged 13
		SP:Iteration 57Q (49952.830000 sec): 3 clusters
  Score: Raw -361513.346287 + Penalty 2740.776739 = -358772.569548
  nChanged 12
		SP:Iteration 58Q (49952.990000 sec): 3 clusters
  Score: Raw -361516.096417 + Penalty 2740.776739 = -358775.319678
  nChanged 12
		SP:Iteration 59Q (49953.150000 sec): 3 clusters
  Score: Raw -361519.263663 + Penalty 2740.776739 = -358778.486925
  nChanged 9
		SP:Iteration 60F (49953.310000 sec): 3 clusters
  Score: Raw -361522.527556 + Penalty 2740.776739 = -358781.750817
  nChanged 16
		SP:Iteration 61Q (49953.470000 sec): 3 clusters
  Score: Raw -361527.339658 + Penalty 2740.776739 = -358786.562919
  nChanged 13
		SP:Iteration 62Q (49953.630000 sec): 3 clusters
  Score: Raw -361532.035430 + Penalty 2740.776739 = -358791.258691
  nChanged 13
		SP:Iteration 63Q (49953.790000 sec): 3 clusters
  Score: Raw -361535.274733 + Penalty 2740.776739 = -358794.497995
  nChanged 5
		SP:Iteration 64Q (49953.950000 sec): 3 clusters
  Score: Raw -361536.947382 + Penalty 2740.776739 = -358796.170643
  nChanged 8
		SP:Iteration 65Q (49954.110000 sec): 3 clusters
  Score: Raw -361538.687756 + Penalty 2740.776739 = -358797.911017
  nChanged 4
		SP:Iteration 66Q (49954.260000 sec): 3 clusters
  Score: Raw -361539.736201 + Penalty 2740.776739 = -358798.959462
  nChanged 3
		SP:Iteration 67Q (49954.420000 sec): 3 clusters
  Score: Raw -361540.439741 + Penalty 2740.776739 = -358799.663002
  nChanged 2
		SP:Iteration 68Q (49954.580000 sec): 3 clusters
  Score: Raw -361540.727176 + Penalty 2740.776739 = -358799.950437
  nChanged 1
		SP:Iteration 69Q (49954.750000 sec): 3 clusters
  Score: Raw -361540.875772 + Penalty 2740.776739 = -358800.099033
  nChanged 0
		SP:Iteration 70F (49954.920000 sec): 3 clusters
  Score: Raw -361540.875772 + Penalty 2740.776739 = -358800.099033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 27 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49955.010000 sec): 2 clusters
  Score: Raw -38479.013239 + Penalty 1002.561744 = -37476.451495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49955.180000 sec): 3 clusters
  Score: Raw -38444.748295 + Penalty 2005.123488 = -36439.624807
  nChanged 105
		SP:Iteration 1F (49955.360000 sec): 3 clusters
  Score: Raw -38602.733269 + Penalty 2005.123488 = -36597.609781
  nChanged 32
		SP:Iteration 2F (49955.540000 sec): 3 clusters
  Score: Raw -38660.268681 + Penalty 2005.123488 = -36655.145193
  nChanged 11
		SP:Iteration 3Q (49955.710000 sec): 3 clusters
  Score: Raw -38681.962923 + Penalty 2005.123488 = -36676.839435
  nChanged 6
		SP:Iteration 4Q (49955.890000 sec): 3 clusters
  Score: Raw -38692.447998 + Penalty 2005.123488 = -36687.324510
  nChanged 3
		SP:Iteration 5Q (49956.060000 sec): 3 clusters
  Score: Raw -38696.467064 + Penalty 2005.123488 = -36691.343576
  nChanged 0
		SP:Iteration 6F (49956.240000 sec): 3 clusters
  Score: Raw -38696.467064 + Penalty 2005.123488 = -36691.343576
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 28 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49956.350000 sec): 2 clusters
  Score: Raw -188475.278366 + Penalty 1263.072316 = -187212.206049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49956.540000 sec): 3 clusters
  Score: Raw -187443.417616 + Penalty 2526.144633 = -184917.272983
  nChanged 911
		SP:Iteration 1F (49956.710000 sec): 3 clusters
  Score: Raw -188073.223770 + Penalty 2526.144633 = -185547.079138
  nChanged 219
		SP:Iteration 2F (49956.890000 sec): 3 clusters
  Score: Raw -188313.968065 + Penalty 2526.144633 = -185787.823432
  nChanged 160
		SP:Iteration 3F (49957.060000 sec): 3 clusters
  Score: Raw -188496.502068 + Penalty 2526.144633 = -185970.357435
  nChanged 114
		SP:Iteration 4Q (49957.240000 sec): 3 clusters
  Score: Raw -188622.225068 + Penalty 2526.144633 = -186096.080435
  nChanged 110
		SP:Iteration 5Q (49957.420000 sec): 3 clusters
  Score: Raw -188747.163899 + Penalty 2526.144633 = -186221.019266
  nChanged 98
		SP:Iteration 6Q (49957.590000 sec): 3 clusters
  Score: Raw -188852.730254 + Penalty 2526.144633 = -186326.585621
  nChanged 101
		SP:Iteration 7Q (49957.770000 sec): 3 clusters
  Score: Raw -188928.964974 + Penalty 2526.144633 = -186402.820342
  nChanged 79
		SP:Iteration 8Q (49957.940000 sec): 3 clusters
  Score: Raw -188995.677245 + Penalty 2526.144633 = -186469.532612
  nChanged 66
		SP:Iteration 9Q (49958.120000 sec): 3 clusters
  Score: Raw -189052.551301 + Penalty 2526.144633 = -186526.406668
  nChanged 61
		SP:Iteration 10Q (49958.300000 sec): 3 clusters
  Score: Raw -189094.409022 + Penalty 2526.144633 = -186568.264389
  nChanged 53
		SP:Iteration 11Q (49958.470000 sec): 3 clusters
  Score: Raw -189129.371950 + Penalty 2526.144633 = -186603.227317
  nChanged 33
		SP:Iteration 12Q (49958.650000 sec): 3 clusters
  Score: Raw -189153.505356 + Penalty 2526.144633 = -186627.360723
  nChanged 31
		SP:Iteration 13Q (49958.820000 sec): 3 clusters
  Score: Raw -189175.817840 + Penalty 2526.144633 = -186649.673208
  nChanged 32
		SP:Iteration 14Q (49959.000000 sec): 3 clusters
  Score: Raw -189195.489128 + Penalty 2526.144633 = -186669.344495
  nChanged 24
		SP:Iteration 15Q (49959.170000 sec): 3 clusters
  Score: Raw -189208.589048 + Penalty 2526.144633 = -186682.444415
  nChanged 19
		SP:Iteration 16Q (49959.350000 sec): 3 clusters
  Score: Raw -189219.034823 + Penalty 2526.144633 = -186692.890191
  nChanged 18
		SP:Iteration 17Q (49959.520000 sec): 3 clusters
  Score: Raw -189227.137938 + Penalty 2526.144633 = -186700.993305
  nChanged 12
		SP:Iteration 18Q (49959.700000 sec): 3 clusters
  Score: Raw -189232.172619 + Penalty 2526.144633 = -186706.027987
  nChanged 6
		SP:Iteration 19Q (49959.880000 sec): 3 clusters
  Score: Raw -189234.719987 + Penalty 2526.144633 = -186708.575354
  nChanged 6
		SP:Iteration 20F (49960.050000 sec): 3 clusters
  Score: Raw -189237.106758 + Penalty 2526.144633 = -186710.962125
  nChanged 6
		SP:Iteration 21Q (49960.230000 sec): 3 clusters
  Score: Raw -189238.893172 + Penalty 2526.144633 = -186712.748539
  nChanged 3
		SP:Iteration 22Q (49960.400000 sec): 3 clusters
  Score: Raw -189240.770413 + Penalty 2526.144633 = -186714.625780
  nChanged 4
		SP:Iteration 23Q (49960.580000 sec): 3 clusters
  Score: Raw -189242.044048 + Penalty 2526.144633 = -186715.899415
  nChanged 3
		SP:Iteration 24Q (49960.760000 sec): 3 clusters
  Score: Raw -189243.055659 + Penalty 2526.144633 = -186716.911026
  nChanged 2
		SP:Iteration 25Q (49960.930000 sec): 3 clusters
  Score: Raw -189243.631685 + Penalty 2526.144633 = -186717.487053
  nChanged 2
		SP:Iteration 26Q (49961.110000 sec): 3 clusters
  Score: Raw -189244.168165 + Penalty 2526.144633 = -186718.023532
  nChanged 1
		SP:Iteration 27Q (49961.280000 sec): 3 clusters
  Score: Raw -189244.398059 + Penalty 2526.144633 = -186718.253426
  nChanged 0
		SP:Iteration 28F (49961.460000 sec): 3 clusters
  Score: Raw -189244.398059 + Penalty 2526.144633 = -186718.253426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 29 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49961.560000 sec): 2 clusters
  Score: Raw -253912.530558 + Penalty 1304.040099 = -252608.490459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49961.760000 sec): 3 clusters
  Score: Raw -252395.858518 + Penalty 2608.080199 = -249787.778319
  nChanged 1223
		SP:Iteration 1F (49961.910000 sec): 3 clusters
  Score: Raw -253153.425895 + Penalty 2608.080199 = -250545.345696
  nChanged 255
		SP:Iteration 2F (49962.090000 sec): 3 clusters
  Score: Raw -253329.282551 + Penalty 2608.080199 = -250721.202352
  nChanged 170
		SP:Iteration 3F (49962.260000 sec): 3 clusters
  Score: Raw -253448.824775 + Penalty 2608.080199 = -250840.744576
  nChanged 139
		SP:Iteration 4Q (49962.440000 sec): 3 clusters
  Score: Raw -253529.387206 + Penalty 2608.080199 = -250921.307007
  nChanged 97
		SP:Iteration 5Q (49962.610000 sec): 3 clusters
  Score: Raw -253588.396025 + Penalty 2608.080199 = -250980.315826
  nChanged 87
		SP:Iteration 6Q (49962.790000 sec): 3 clusters
  Score: Raw -253631.353725 + Penalty 2608.080199 = -251023.273527
  nChanged 62
		SP:Iteration 7Q (49962.960000 sec): 3 clusters
  Score: Raw -253661.430894 + Penalty 2608.080199 = -251053.350695
  nChanged 54
		SP:Iteration 8Q (49963.140000 sec): 3 clusters
  Score: Raw -253686.055823 + Penalty 2608.080199 = -251077.975625
  nChanged 45
		SP:Iteration 9Q (49963.320000 sec): 3 clusters
  Score: Raw -253704.840142 + Penalty 2608.080199 = -251096.759944
  nChanged 38
		SP:Iteration 10Q (49963.490000 sec): 3 clusters
  Score: Raw -253719.482454 + Penalty 2608.080199 = -251111.402255
  nChanged 35
		SP:Iteration 11Q (49963.670000 sec): 3 clusters
  Score: Raw -253735.584378 + Penalty 2608.080199 = -251127.504179
  nChanged 33
		SP:Iteration 12Q (49963.890000 sec): 3 clusters
  Score: Raw -253748.038888 + Penalty 2608.080199 = -251139.958689
  nChanged 37
		SP:Iteration 13Q (49964.040000 sec): 3 clusters
  Score: Raw -253763.276947 + Penalty 2608.080199 = -251155.196748
  nChanged 28
		SP:Iteration 14Q (49964.210000 sec): 3 clusters
  Score: Raw -253776.331081 + Penalty 2608.080199 = -251168.250882
  nChanged 44
		SP:Iteration 15Q (49964.390000 sec): 3 clusters
  Score: Raw -253801.039530 + Penalty 2608.080199 = -251192.959331
  nChanged 49
		SP:Iteration 16Q (49964.560000 sec): 3 clusters
  Score: Raw -253827.980777 + Penalty 2608.080199 = -251219.900578
  nChanged 46
		SP:Iteration 17Q (49964.740000 sec): 3 clusters
  Score: Raw -253854.534886 + Penalty 2608.080199 = -251246.454687
  nChanged 44
		SP:Iteration 18Q (49964.920000 sec): 3 clusters
  Score: Raw -253878.018422 + Penalty 2608.080199 = -251269.938223
  nChanged 42
		SP:Iteration 19Q (49965.090000 sec): 3 clusters
  Score: Raw -253907.417069 + Penalty 2608.080199 = -251299.336870
  nChanged 50
		SP:Iteration 20F (49965.270000 sec): 3 clusters
  Score: Raw -253941.648631 + Penalty 2608.080199 = -251333.568432
  nChanged 42
		SP:Iteration 21Q (49965.440000 sec): 3 clusters
  Score: Raw -253972.945469 + Penalty 2608.080199 = -251364.865270
  nChanged 59
		SP:Iteration 22Q (49965.600000 sec): 3 clusters
  Score: Raw -254008.138727 + Penalty 2608.080199 = -251400.058528
  nChanged 36
		SP:Iteration 23Q (49965.760000 sec): 3 clusters
  Score: Raw -254033.596096 + Penalty 2608.080199 = -251425.515898
  nChanged 35
		SP:Iteration 24Q (49965.920000 sec): 3 clusters
  Score: Raw -254056.499547 + Penalty 2608.080199 = -251448.419348
  nChanged 36
		SP:Iteration 25Q (49966.080000 sec): 3 clusters
  Score: Raw -254078.078889 + Penalty 2608.080199 = -251469.998690
  nChanged 30
		SP:Iteration 26Q (49966.240000 sec): 3 clusters
  Score: Raw -254094.487188 + Penalty 2608.080199 = -251486.406990
  nChanged 19
		SP:Iteration 27Q (49966.400000 sec): 3 clusters
  Score: Raw -254102.546861 + Penalty 2608.080199 = -251494.466662
  nChanged 18
		SP:Iteration 28Q (49966.560000 sec): 3 clusters
  Score: Raw -254112.738561 + Penalty 2608.080199 = -251504.658363
  nChanged 18
		SP:Iteration 29Q (49966.720000 sec): 3 clusters
  Score: Raw -254122.741446 + Penalty 2608.080199 = -251514.661247
  nChanged 18
		SP:Iteration 30Q (49966.880000 sec): 3 clusters
  Score: Raw -254134.139257 + Penalty 2608.080199 = -251526.059058
  nChanged 23
		SP:Iteration 31Q (49967.040000 sec): 3 clusters
  Score: Raw -254147.889517 + Penalty 2608.080199 = -251539.809318
  nChanged 25
		SP:Iteration 32Q (49967.200000 sec): 3 clusters
  Score: Raw -254159.925939 + Penalty 2608.080199 = -251551.845740
  nChanged 17
		SP:Iteration 33Q (49967.360000 sec): 3 clusters
  Score: Raw -254165.048948 + Penalty 2608.080199 = -251556.968749
  nChanged 6
		SP:Iteration 34Q (49967.520000 sec): 3 clusters
  Score: Raw -254166.967129 + Penalty 2608.080199 = -251558.886930
  nChanged 3
		SP:Iteration 35Q (49967.680000 sec): 3 clusters
  Score: Raw -254168.383621 + Penalty 2608.080199 = -251560.303422
  nChanged 5
		SP:Iteration 36Q (49967.840000 sec): 3 clusters
  Score: Raw -254169.954413 + Penalty 2608.080199 = -251561.874214
  nChanged 5
		SP:Iteration 37Q (49968.000000 sec): 3 clusters
  Score: Raw -254171.313616 + Penalty 2608.080199 = -251563.233417
  nChanged 1
		SP:Iteration 38Q (49968.160000 sec): 3 clusters
  Score: Raw -254172.327695 + Penalty 2608.080199 = -251564.247496
  nChanged 3
		SP:Iteration 39Q (49968.320000 sec): 3 clusters
  Score: Raw -254173.946693 + Penalty 2608.080199 = -251565.866495
  nChanged 3
		SP:Iteration 40F (49968.480000 sec): 3 clusters
  Score: Raw -254174.603912 + Penalty 2608.080199 = -251566.523713
  nChanged 4
		SP:Iteration 41Q (49968.640000 sec): 3 clusters
  Score: Raw -254177.708919 + Penalty 2608.080199 = -251569.628720
  nChanged 5
		SP:Iteration 42Q (49968.800000 sec): 3 clusters
  Score: Raw -254179.815120 + Penalty 2608.080199 = -251571.734921
  nChanged 7
		SP:Iteration 43Q (49968.960000 sec): 3 clusters
  Score: Raw -254183.219198 + Penalty 2608.080199 = -251575.138999
  nChanged 7
		SP:Iteration 44Q (49969.120000 sec): 3 clusters
  Score: Raw -254186.158168 + Penalty 2608.080199 = -251578.077969
  nChanged 13
		SP:Iteration 45Q (49969.280000 sec): 3 clusters
  Score: Raw -254190.338624 + Penalty 2608.080199 = -251582.258425
  nChanged 10
		SP:Iteration 46Q (49969.440000 sec): 3 clusters
  Score: Raw -254192.481558 + Penalty 2608.080199 = -251584.401360
  nChanged 8
		SP:Iteration 47Q (49969.600000 sec): 3 clusters
  Score: Raw -254195.174577 + Penalty 2608.080199 = -251587.094378
  nChanged 4
		SP:Iteration 48Q (49969.760000 sec): 3 clusters
  Score: Raw -254196.486084 + Penalty 2608.080199 = -251588.405885
  nChanged 1
		SP:Iteration 49Q (49969.920000 sec): 3 clusters
  Score: Raw -254196.528419 + Penalty 2608.080199 = -251588.448221
  nChanged 0
		SP:Iteration 50F (49970.080000 sec): 3 clusters
  Score: Raw -254196.528419 + Penalty 2608.080199 = -251588.448221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 30 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49970.180000 sec): 2 clusters
  Score: Raw -257558.104385 + Penalty 1333.259172 = -256224.845213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49970.340000 sec): 3 clusters
  Score: Raw -255779.093170 + Penalty 2666.518344 = -253112.574826
  nChanged 1433
		SP:Iteration 1F (49970.500000 sec): 3 clusters
  Score: Raw -256764.794639 + Penalty 2666.518344 = -254098.276295
  nChanged 320
		SP:Iteration 2F (49970.660000 sec): 3 clusters
  Score: Raw -257044.775164 + Penalty 2666.518344 = -254378.256820
  nChanged 241
		SP:Iteration 3F (49970.820000 sec): 3 clusters
  Score: Raw -257215.304295 + Penalty 2666.518344 = -254548.785950
  nChanged 173
		SP:Iteration 4Q (49970.980000 sec): 3 clusters
  Score: Raw -257325.279956 + Penalty 2666.518344 = -254658.761611
  nChanged 153
		SP:Iteration 5Q (49971.140000 sec): 3 clusters
  Score: Raw -257419.137313 + Penalty 2666.518344 = -254752.618968
  nChanged 130
		SP:Iteration 6Q (49971.300000 sec): 3 clusters
  Score: Raw -257499.203361 + Penalty 2666.518344 = -254832.685017
  nChanged 106
		SP:Iteration 7Q (49971.460000 sec): 3 clusters
  Score: Raw -257566.882121 + Penalty 2666.518344 = -254900.363777
  nChanged 98
		SP:Iteration 8Q (49971.620000 sec): 3 clusters
  Score: Raw -257621.847563 + Penalty 2666.518344 = -254955.329219
  nChanged 94
		SP:Iteration 9Q (49971.780000 sec): 3 clusters
  Score: Raw -257679.116522 + Penalty 2666.518344 = -255012.598178
  nChanged 77
		SP:Iteration 10Q (49971.940000 sec): 3 clusters
  Score: Raw -257714.926829 + Penalty 2666.518344 = -255048.408485
  nChanged 57
		SP:Iteration 11Q (49972.100000 sec): 3 clusters
  Score: Raw -257743.153761 + Penalty 2666.518344 = -255076.635416
  nChanged 53
		SP:Iteration 12Q (49972.260000 sec): 3 clusters
  Score: Raw -257770.513357 + Penalty 2666.518344 = -255103.995013
  nChanged 58
		SP:Iteration 13Q (49972.420000 sec): 3 clusters
  Score: Raw -257795.207592 + Penalty 2666.518344 = -255128.689247
  nChanged 53
		SP:Iteration 14Q (49972.580000 sec): 3 clusters
  Score: Raw -257818.436846 + Penalty 2666.518344 = -255151.918501
  nChanged 50
		SP:Iteration 15Q (49972.740000 sec): 3 clusters
  Score: Raw -257841.745782 + Penalty 2666.518344 = -255175.227437
  nChanged 42
		SP:Iteration 16Q (49972.900000 sec): 3 clusters
  Score: Raw -257862.661987 + Penalty 2666.518344 = -255196.143643
  nChanged 51
		SP:Iteration 17Q (49973.060000 sec): 3 clusters
  Score: Raw -257882.903194 + Penalty 2666.518344 = -255216.384850
  nChanged 44
		SP:Iteration 18Q (49973.220000 sec): 3 clusters
  Score: Raw -257899.882105 + Penalty 2666.518344 = -255233.363760
  nChanged 38
		SP:Iteration 19Q (49973.380000 sec): 3 clusters
  Score: Raw -257912.169318 + Penalty 2666.518344 = -255245.650974
  nChanged 32
		SP:Iteration 20F (49973.540000 sec): 3 clusters
  Score: Raw -257922.534193 + Penalty 2666.518344 = -255256.015848
  nChanged 33
		SP:Iteration 21Q (49973.700000 sec): 3 clusters
  Score: Raw -257935.444417 + Penalty 2666.518344 = -255268.926073
  nChanged 40
		SP:Iteration 22Q (49973.860000 sec): 3 clusters
  Score: Raw -257954.206427 + Penalty 2666.518344 = -255287.688083
  nChanged 47
		SP:Iteration 23Q (49974.020000 sec): 3 clusters
  Score: Raw -257977.643379 + Penalty 2666.518344 = -255311.125035
  nChanged 52
		SP:Iteration 24Q (49974.180000 sec): 3 clusters
  Score: Raw -258008.884131 + Penalty 2666.518344 = -255342.365787
  nChanged 42
		SP:Iteration 25Q (49974.340000 sec): 3 clusters
  Score: Raw -258040.365197 + Penalty 2666.518344 = -255373.846853
  nChanged 56
		SP:Iteration 26Q (49974.500000 sec): 3 clusters
  Score: Raw -258077.574606 + Penalty 2666.518344 = -255411.056262
  nChanged 51
		SP:Iteration 27Q (49974.660000 sec): 3 clusters
  Score: Raw -258107.856445 + Penalty 2666.518344 = -255441.338100
  nChanged 34
		SP:Iteration 28Q (49974.820000 sec): 3 clusters
  Score: Raw -258130.041535 + Penalty 2666.518344 = -255463.523191
  nChanged 37
		SP:Iteration 29Q (49974.980000 sec): 3 clusters
  Score: Raw -258161.390010 + Penalty 2666.518344 = -255494.871665
  nChanged 34
		SP:Iteration 30Q (49975.160000 sec): 3 clusters
  Score: Raw -258186.928165 + Penalty 2666.518344 = -255520.409821
  nChanged 23
		SP:Iteration 31Q (49975.330000 sec): 3 clusters
  Score: Raw -258200.353813 + Penalty 2666.518344 = -255533.835468
  nChanged 25
		SP:Iteration 32Q (49975.500000 sec): 3 clusters
  Score: Raw -258214.741840 + Penalty 2666.518344 = -255548.223496
  nChanged 22
		SP:Iteration 33Q (49975.680000 sec): 3 clusters
  Score: Raw -258227.437695 + Penalty 2666.518344 = -255560.919351
  nChanged 21
		SP:Iteration 34Q (49975.850000 sec): 3 clusters
  Score: Raw -258241.768159 + Penalty 2666.518344 = -255575.249815
  nChanged 20
		SP:Iteration 35Q (49976.020000 sec): 3 clusters
  Score: Raw -258253.400741 + Penalty 2666.518344 = -255586.882397
  nChanged 9
		SP:Iteration 36Q (49976.200000 sec): 3 clusters
  Score: Raw -258257.795089 + Penalty 2666.518344 = -255591.276745
  nChanged 5
		SP:Iteration 37Q (49976.370000 sec): 3 clusters
  Score: Raw -258260.676923 + Penalty 2666.518344 = -255594.158578
  nChanged 3
		SP:Iteration 38Q (49976.540000 sec): 3 clusters
  Score: Raw -258262.360894 + Penalty 2666.518344 = -255595.842550
  nChanged 3
		SP:Iteration 39Q (49976.720000 sec): 3 clusters
  Score: Raw -258264.181045 + Penalty 2666.518344 = -255597.662701
  nChanged 4
		SP:Iteration 40F (49976.890000 sec): 3 clusters
  Score: Raw -258265.286729 + Penalty 2666.518344 = -255598.768385
  nChanged 1
		SP:Iteration 41Q (49977.070000 sec): 3 clusters
  Score: Raw -258265.505977 + Penalty 2666.518344 = -255598.987633
  nChanged 3
		SP:Iteration 42Q (49977.240000 sec): 3 clusters
  Score: Raw -258266.924212 + Penalty 2666.518344 = -255600.405867
  nChanged 4
		SP:Iteration 43Q (49977.420000 sec): 3 clusters
  Score: Raw -258268.126938 + Penalty 2666.518344 = -255601.608594
  nChanged 2
		SP:Iteration 44Q (49977.590000 sec): 3 clusters
  Score: Raw -258268.731462 + Penalty 2666.518344 = -255602.213118
  nChanged 0
		SP:Iteration 45F (49977.760000 sec): 3 clusters
  Score: Raw -258268.731462 + Penalty 2666.518344 = -255602.213118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 31 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49977.850000 sec): 2 clusters
  Score: Raw -14309.741444 + Penalty 856.026951 = -13453.714493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49978.020000 sec): 3 clusters
  Score: Raw -14447.563564 + Penalty 1712.053902 = -12735.509662
  nChanged 31
		SP:Iteration 1F (49978.200000 sec): 3 clusters
  Score: Raw -14602.284605 + Penalty 1712.053902 = -12890.230704
  nChanged 12
		SP:Iteration 2F (49978.370000 sec): 3 clusters
  Score: Raw -14664.238758 + Penalty 1712.053902 = -12952.184856
  nChanged 4
		SP:Iteration 3Q (49978.540000 sec): 3 clusters
  Score: Raw -14693.369335 + Penalty 1712.053902 = -12981.315433
  nChanged 1
		SP:Iteration 4Q (49978.710000 sec): 3 clusters
  Score: Raw -14699.882703 + Penalty 1712.053902 = -12987.828802
  nChanged 0
		SP:Iteration 5F (49978.880000 sec): 3 clusters
  Score: Raw -14699.882703 + Penalty 1712.053902 = -12987.828802
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 32 (1462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49978.970000 sec): 2 clusters
  Score: Raw -116064.446338 + Penalty 1184.228604 = -114880.217734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49979.150000 sec): 3 clusters
  Score: Raw -115495.187702 + Penalty 2368.457208 = -113126.730494
  nChanged 475
		SP:Iteration 1F (49979.320000 sec): 3 clusters
  Score: Raw -115914.641866 + Penalty 2368.457208 = -113546.184658
  nChanged 137
		SP:Iteration 2F (49979.490000 sec): 3 clusters
  Score: Raw -116045.500318 + Penalty 2368.457208 = -113677.043110
  nChanged 62
		SP:Iteration 3Q (49979.670000 sec): 3 clusters
  Score: Raw -116102.757228 + Penalty 2368.457208 = -113734.300020
  nChanged 29
		SP:Iteration 4Q (49979.840000 sec): 3 clusters
  Score: Raw -116126.699628 + Penalty 2368.457208 = -113758.242420
  nChanged 31
		SP:Iteration 5Q (49980.020000 sec): 3 clusters
  Score: Raw -116143.045402 + Penalty 2368.457208 = -113774.588194
  nChanged 16
		SP:Iteration 6Q (49980.190000 sec): 3 clusters
  Score: Raw -116151.213442 + Penalty 2368.457208 = -113782.756233
  nChanged 7
		SP:Iteration 7Q (49980.360000 sec): 3 clusters
  Score: Raw -116154.842231 + Penalty 2368.457208 = -113786.385022
  nChanged 7
		SP:Iteration 8Q (49980.540000 sec): 3 clusters
  Score: Raw -116157.422197 + Penalty 2368.457208 = -113788.964989
  nChanged 1
		SP:Iteration 9Q (49980.710000 sec): 3 clusters
  Score: Raw -116157.571658 + Penalty 2368.457208 = -113789.114449
  nChanged 0
		SP:Iteration 10F (49980.890000 sec): 3 clusters
  Score: Raw -116157.571658 + Penalty 2368.457208 = -113789.114449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 33 (9042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49981.020000 sec): 2 clusters
  Score: Raw -767206.511447 + Penalty 1480.315796 = -765726.195651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49981.300000 sec): 3 clusters
  Score: Raw -762201.201216 + Penalty 2960.631592 = -759240.569624
  nChanged 3868
		SP:Iteration 1F (49981.510000 sec): 3 clusters
  Score: Raw -764364.414622 + Penalty 2960.631592 = -761403.783030
  nChanged 619
		SP:Iteration 2F (49981.650000 sec): 3 clusters
  Score: Raw -764686.462160 + Penalty 2960.631592 = -761725.830568
  nChanged 562
		SP:Iteration 3F (49981.870000 sec): 3 clusters
  Score: Raw -765025.384905 + Penalty 2960.631592 = -762064.753313
  nChanged 556
		SP:Iteration 4F (49982.050000 sec): 3 clusters
  Score: Raw -765412.897326 + Penalty 2960.631592 = -762452.265734
  nChanged 572
		SP:Iteration 5F (49982.270000 sec): 3 clusters
  Score: Raw -765822.799612 + Penalty 2960.631592 = -762862.168020
  nChanged 510
		SP:Iteration 6F (49982.470000 sec): 3 clusters
  Score: Raw -766189.480935 + Penalty 2960.631592 = -763228.849343
  nChanged 462
		SP:Iteration 7F (49982.680000 sec): 3 clusters
  Score: Raw -766479.127198 + Penalty 2960.631592 = -763518.495605
  nChanged 381
		SP:Iteration 8Q (49982.910000 sec): 3 clusters
  Score: Raw -766692.706093 + Penalty 2960.631592 = -763732.074501
  nChanged 297
		SP:Iteration 9Q (49983.180000 sec): 3 clusters
  Score: Raw -766836.992122 + Penalty 2960.631592 = -763876.360530
  nChanged 230
		SP:Iteration 10Q (49983.410000 sec): 3 clusters
  Score: Raw -766928.331701 + Penalty 2960.631592 = -763967.700109
  nChanged 160
		SP:Iteration 11Q (49983.630000 sec): 3 clusters
  Score: Raw -766980.525946 + Penalty 2960.631592 = -764019.894354
  nChanged 123
		SP:Iteration 12Q (49983.850000 sec): 3 clusters
  Score: Raw -767024.248126 + Penalty 2960.631592 = -764063.616533
  nChanged 110
		SP:Iteration 13Q (49984.080000 sec): 3 clusters
  Score: Raw -767059.395143 + Penalty 2960.631592 = -764098.763551
  nChanged 95
		SP:Iteration 14Q (49984.290000 sec): 3 clusters
  Score: Raw -767090.803259 + Penalty 2960.631592 = -764130.171666
  nChanged 94
		SP:Iteration 15Q (49984.460000 sec): 3 clusters
  Score: Raw -767124.299856 + Penalty 2960.631592 = -764163.668264
  nChanged 102
		SP:Iteration 16Q (49984.710000 sec): 3 clusters
  Score: Raw -767162.214484 + Penalty 2960.631592 = -764201.582892
  nChanged 97
		SP:Iteration 17Q (49984.930000 sec): 3 clusters
  Score: Raw -767205.772414 + Penalty 2960.631592 = -764245.140822
  nChanged 105
		SP:Iteration 18Q (49985.210000 sec): 3 clusters
  Score: Raw -767253.854714 + Penalty 2960.631592 = -764293.223122
  nChanged 105
		SP:Iteration 19Q (49985.420000 sec): 3 clusters
  Score: Raw -767301.747135 + Penalty 2960.631592 = -764341.115543
  nChanged 94
		SP:Iteration 20F (49985.630000 sec): 3 clusters
  Score: Raw -767354.085426 + Penalty 2960.631592 = -764393.453834
  nChanged 89
		SP:Iteration 21Q (49985.840000 sec): 3 clusters
  Score: Raw -767396.923381 + Penalty 2960.631592 = -764436.291789
  nChanged 79
		SP:Iteration 22Q (49986.150000 sec): 3 clusters
  Score: Raw -767437.945296 + Penalty 2960.631592 = -764477.313704
  nChanged 82
		SP:Iteration 23Q (49986.300000 sec): 3 clusters
  Score: Raw -767476.278053 + Penalty 2960.631592 = -764515.646461
  nChanged 64
		SP:Iteration 24Q (49986.540000 sec): 3 clusters
  Score: Raw -767499.048702 + Penalty 2960.631592 = -764538.417110
  nChanged 50
		SP:Iteration 25Q (49986.670000 sec): 3 clusters
  Score: Raw -767513.981553 + Penalty 2960.631592 = -764553.349961
  nChanged 35
		SP:Iteration 26Q (49986.850000 sec): 3 clusters
  Score: Raw -767527.151310 + Penalty 2960.631592 = -764566.519718
  nChanged 31
		SP:Iteration 27Q (49987.020000 sec): 3 clusters
  Score: Raw -767537.135575 + Penalty 2960.631592 = -764576.503983
  nChanged 18
		SP:Iteration 28Q (49987.190000 sec): 3 clusters
  Score: Raw -767542.546876 + Penalty 2960.631592 = -764581.915284
  nChanged 12
		SP:Iteration 29Q (49987.370000 sec): 3 clusters
  Score: Raw -767546.084618 + Penalty 2960.631592 = -764585.453026
  nChanged 13
		SP:Iteration 30Q (49987.540000 sec): 3 clusters
  Score: Raw -767549.781763 + Penalty 2960.631592 = -764589.150171
  nChanged 14
		SP:Iteration 31Q (49987.710000 sec): 3 clusters
  Score: Raw -767554.418909 + Penalty 2960.631592 = -764593.787317
  nChanged 17
		SP:Iteration 32Q (49987.880000 sec): 3 clusters
  Score: Raw -767559.877666 + Penalty 2960.631592 = -764599.246074
  nChanged 15
		SP:Iteration 33Q (49988.050000 sec): 3 clusters
  Score: Raw -767565.001282 + Penalty 2960.631592 = -764604.369689
  nChanged 12
		SP:Iteration 34Q (49988.230000 sec): 3 clusters
  Score: Raw -767568.439777 + Penalty 2960.631592 = -764607.808185
  nChanged 12
		SP:Iteration 35Q (49988.410000 sec): 3 clusters
  Score: Raw -767571.287717 + Penalty 2960.631592 = -764610.656125
  nChanged 8
		SP:Iteration 36Q (49988.600000 sec): 3 clusters
  Score: Raw -767574.392201 + Penalty 2960.631592 = -764613.760609
  nChanged 9
		SP:Iteration 37Q (49988.790000 sec): 3 clusters
  Score: Raw -767576.957110 + Penalty 2960.631592 = -764616.325518
  nChanged 7
		SP:Iteration 38Q (49988.970000 sec): 3 clusters
  Score: Raw -767578.610365 + Penalty 2960.631592 = -764617.978773
  nChanged 6
		SP:Iteration 39Q (49989.160000 sec): 3 clusters
  Score: Raw -767580.019613 + Penalty 2960.631592 = -764619.388021
  nChanged 2
		SP:Iteration 40F (49989.340000 sec): 3 clusters
  Score: Raw -767580.380210 + Penalty 2960.631592 = -764619.748618
  nChanged 1
		SP:Iteration 41Q (49989.590000 sec): 3 clusters
  Score: Raw -767580.622714 + Penalty 2960.631592 = -764619.991122
  nChanged 1
		SP:Iteration 42Q (49989.810000 sec): 3 clusters
  Score: Raw -767580.795438 + Penalty 2960.631592 = -764620.163846
  nChanged 3
		SP:Iteration 43Q (49990.020000 sec): 3 clusters
  Score: Raw -767581.527835 + Penalty 2960.631592 = -764620.896243
  nChanged 2
		SP:Iteration 44Q (49990.230000 sec): 3 clusters
  Score: Raw -767582.108677 + Penalty 2960.631592 = -764621.477085
  nChanged 3
		SP:Iteration 45Q (49990.440000 sec): 3 clusters
  Score: Raw -767582.858873 + Penalty 2960.631592 = -764622.227281
  nChanged 1
		SP:Iteration 46Q (49990.690000 sec): 3 clusters
  Score: Raw -767582.924667 + Penalty 2960.631592 = -764622.293075
  nChanged 0
		SP:Iteration 47F (49990.940000 sec): 3 clusters
  Score: Raw -767582.924667 + Penalty 2960.631592 = -764622.293075
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 34 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49991.010000 sec): 2 clusters
  Score: Raw -297865.155694 + Penalty 1345.697870 = -296519.457824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49991.190000 sec): 3 clusters
  Score: Raw -295926.765799 + Penalty 2691.395740 = -293235.370060
  nChanged 1538
		SP:Iteration 1F (49991.370000 sec): 3 clusters
  Score: Raw -296878.726819 + Penalty 2691.395740 = -294187.331079
  nChanged 359
		SP:Iteration 2F (49991.540000 sec): 3 clusters
  Score: Raw -297208.243384 + Penalty 2691.395740 = -294516.847644
  nChanged 296
		SP:Iteration 3F (49991.720000 sec): 3 clusters
  Score: Raw -297474.704367 + Penalty 2691.395740 = -294783.308627
  nChanged 229
		SP:Iteration 4F (49991.890000 sec): 3 clusters
  Score: Raw -297677.720515 + Penalty 2691.395740 = -294986.324775
  nChanged 193
		SP:Iteration 5Q (49992.070000 sec): 3 clusters
  Score: Raw -297824.751212 + Penalty 2691.395740 = -295133.355472
  nChanged 164
		SP:Iteration 6Q (49992.250000 sec): 3 clusters
  Score: Raw -297934.463144 + Penalty 2691.395740 = -295243.067404
  nChanged 133
		SP:Iteration 7Q (49992.420000 sec): 3 clusters
  Score: Raw -298016.343300 + Penalty 2691.395740 = -295324.947560
  nChanged 107
		SP:Iteration 8Q (49992.600000 sec): 3 clusters
  Score: Raw -298077.976958 + Penalty 2691.395740 = -295386.581218
  nChanged 87
		SP:Iteration 9Q (49992.770000 sec): 3 clusters
  Score: Raw -298124.125246 + Penalty 2691.395740 = -295432.729506
  nChanged 67
		SP:Iteration 10Q (49992.950000 sec): 3 clusters
  Score: Raw -298154.614440 + Penalty 2691.395740 = -295463.218700
  nChanged 62
		SP:Iteration 11Q (49993.130000 sec): 3 clusters
  Score: Raw -298187.832819 + Penalty 2691.395740 = -295496.437079
  nChanged 61
		SP:Iteration 12Q (49993.300000 sec): 3 clusters
  Score: Raw -298221.203648 + Penalty 2691.395740 = -295529.807908
  nChanged 53
		SP:Iteration 13Q (49993.480000 sec): 3 clusters
  Score: Raw -298246.510890 + Penalty 2691.395740 = -295555.115150
  nChanged 45
		SP:Iteration 14Q (49993.650000 sec): 3 clusters
  Score: Raw -298269.423323 + Penalty 2691.395740 = -295578.027583
  nChanged 52
		SP:Iteration 15Q (49993.830000 sec): 3 clusters
  Score: Raw -298290.639989 + Penalty 2691.395740 = -295599.244249
  nChanged 42
		SP:Iteration 16Q (49994.000000 sec): 3 clusters
  Score: Raw -298308.591606 + Penalty 2691.395740 = -295617.195866
  nChanged 40
		SP:Iteration 17Q (49994.180000 sec): 3 clusters
  Score: Raw -298325.119692 + Penalty 2691.395740 = -295633.723952
  nChanged 40
		SP:Iteration 18Q (49994.370000 sec): 3 clusters
  Score: Raw -298345.478758 + Penalty 2691.395740 = -295654.083019
  nChanged 32
		SP:Iteration 19Q (49994.530000 sec): 3 clusters
  Score: Raw -298358.007060 + Penalty 2691.395740 = -295666.611320
  nChanged 16
		SP:Iteration 20F (49994.700000 sec): 3 clusters
  Score: Raw -298364.648870 + Penalty 2691.395740 = -295673.253130
  nChanged 18
		SP:Iteration 21Q (49994.880000 sec): 3 clusters
  Score: Raw -298370.385561 + Penalty 2691.395740 = -295678.989821
  nChanged 16
		SP:Iteration 22Q (49995.050000 sec): 3 clusters
  Score: Raw -298374.543792 + Penalty 2691.395740 = -295683.148052
  nChanged 11
		SP:Iteration 23Q (49995.220000 sec): 3 clusters
  Score: Raw -298377.397807 + Penalty 2691.395740 = -295686.002067
  nChanged 13
		SP:Iteration 24Q (49995.420000 sec): 3 clusters
  Score: Raw -298380.953221 + Penalty 2691.395740 = -295689.557481
  nChanged 9
		SP:Iteration 25Q (49995.570000 sec): 3 clusters
  Score: Raw -298383.208730 + Penalty 2691.395740 = -295691.812990
  nChanged 10
		SP:Iteration 26Q (49995.750000 sec): 3 clusters
  Score: Raw -298387.235571 + Penalty 2691.395740 = -295695.839831
  nChanged 10
		SP:Iteration 27Q (49995.920000 sec): 3 clusters
  Score: Raw -298389.776924 + Penalty 2691.395740 = -295698.381184
  nChanged 6
		SP:Iteration 28Q (49996.090000 sec): 3 clusters
  Score: Raw -298391.788703 + Penalty 2691.395740 = -295700.392963
  nChanged 6
		SP:Iteration 29Q (49996.270000 sec): 3 clusters
  Score: Raw -298393.954795 + Penalty 2691.395740 = -295702.559055
  nChanged 9
		SP:Iteration 30Q (49996.440000 sec): 3 clusters
  Score: Raw -298397.590262 + Penalty 2691.395740 = -295706.194522
  nChanged 8
		SP:Iteration 31Q (49996.610000 sec): 3 clusters
  Score: Raw -298399.794291 + Penalty 2691.395740 = -295708.398551
  nChanged 10
		SP:Iteration 32Q (49996.790000 sec): 3 clusters
  Score: Raw -298403.737677 + Penalty 2691.395740 = -295712.341937
  nChanged 11
		SP:Iteration 33Q (49996.960000 sec): 3 clusters
  Score: Raw -298408.221554 + Penalty 2691.395740 = -295716.825814
  nChanged 15
		SP:Iteration 34Q (49997.130000 sec): 3 clusters
  Score: Raw -298418.893264 + Penalty 2691.395740 = -295727.497524
  nChanged 19
		SP:Iteration 35Q (49997.310000 sec): 3 clusters
  Score: Raw -298433.458628 + Penalty 2691.395740 = -295742.062889
  nChanged 31
		SP:Iteration 36Q (49997.480000 sec): 3 clusters
  Score: Raw -298451.730619 + Penalty 2691.395740 = -295760.334879
  nChanged 29
		SP:Iteration 37Q (49997.650000 sec): 3 clusters
  Score: Raw -298469.106105 + Penalty 2691.395740 = -295777.710365
  nChanged 23
		SP:Iteration 38Q (49997.830000 sec): 3 clusters
  Score: Raw -298479.683382 + Penalty 2691.395740 = -295788.287642
  nChanged 18
		SP:Iteration 39Q (49998.000000 sec): 3 clusters
  Score: Raw -298487.622843 + Penalty 2691.395740 = -295796.227103
  nChanged 22
		SP:Iteration 40F (49998.170000 sec): 3 clusters
  Score: Raw -298498.953764 + Penalty 2691.395740 = -295807.558024
  nChanged 24
		SP:Iteration 41Q (49998.340000 sec): 3 clusters
  Score: Raw -298515.386344 + Penalty 2691.395740 = -295823.990604
  nChanged 35
		SP:Iteration 42Q (49998.520000 sec): 3 clusters
  Score: Raw -298546.071466 + Penalty 2691.395740 = -295854.675726
  nChanged 31
		SP:Iteration 43Q (49998.670000 sec): 3 clusters
  Score: Raw -298564.265684 + Penalty 2691.395740 = -295872.869944
  nChanged 28
		SP:Iteration 44Q (49998.850000 sec): 3 clusters
  Score: Raw -298579.063088 + Penalty 2691.395740 = -295887.667348
  nChanged 20
		SP:Iteration 45Q (49999.020000 sec): 3 clusters
  Score: Raw -298586.533377 + Penalty 2691.395740 = -295895.137637
  nChanged 8
		SP:Iteration 46Q (49999.200000 sec): 3 clusters
  Score: Raw -298588.755766 + Penalty 2691.395740 = -295897.360026
  nChanged 5
		SP:Iteration 47Q (49999.370000 sec): 3 clusters
  Score: Raw -298590.305678 + Penalty 2691.395740 = -295898.909938
  nChanged 3
		SP:Iteration 48Q (49999.550000 sec): 3 clusters
  Score: Raw -298590.881582 + Penalty 2691.395740 = -295899.485842
  nChanged 1
		SP:Iteration 49Q (49999.730000 sec): 3 clusters
  Score: Raw -298591.159279 + Penalty 2691.395740 = -295899.763539
  nChanged 2
		SP:Iteration 50Q (49999.900000 sec): 3 clusters
  Score: Raw -298591.671455 + Penalty 2691.395740 = -295900.275715
  nChanged 0
		SP:Iteration 51F (50000.080000 sec): 3 clusters
  Score: Raw -298591.671455 + Penalty 2691.395740 = -295900.275715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 35 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50000.170000 sec): 2 clusters
  Score: Raw -36640.663192 + Penalty 1057.916980 = -35582.746212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50000.340000 sec): 3 clusters
  Score: Raw -36544.790816 + Penalty 2115.833961 = -34428.956855
  nChanged 186
		SP:Iteration 1F (50000.520000 sec): 3 clusters
  Score: Raw -36900.854887 + Penalty 2115.833961 = -34785.020926
  nChanged 79
		SP:Iteration 2F (50000.690000 sec): 3 clusters
  Score: Raw -37054.902568 + Penalty 2115.833961 = -34939.068608
  nChanged 31
		SP:Iteration 3Q (50000.870000 sec): 3 clusters
  Score: Raw -37133.012625 + Penalty 2115.833961 = -35017.178664
  nChanged 22
		SP:Iteration 4Q (50001.040000 sec): 3 clusters
  Score: Raw -37182.271381 + Penalty 2115.833961 = -35066.437420
  nChanged 16
		SP:Iteration 5Q (50001.220000 sec): 3 clusters
  Score: Raw -37210.223399 + Penalty 2115.833961 = -35094.389438
  nChanged 6
		SP:Iteration 6Q (50001.390000 sec): 3 clusters
  Score: Raw -37218.500540 + Penalty 2115.833961 = -35102.666580
  nChanged 2
		SP:Iteration 7Q (50001.570000 sec): 3 clusters
  Score: Raw -37220.088360 + Penalty 2115.833961 = -35104.254399
  nChanged 0
		SP:Iteration 8F (50001.750000 sec): 3 clusters
  Score: Raw -37220.088360 + Penalty 2115.833961 = -35104.254399
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 36 (4866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50001.860000 sec): 2 clusters
  Score: Raw -405081.161433 + Penalty 1379.629473 = -403701.531961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50002.030000 sec): 3 clusters
  Score: Raw -402540.083701 + Penalty 2759.258945 = -399780.824756
  nChanged 1962
		SP:Iteration 1F (50002.210000 sec): 3 clusters
  Score: Raw -403595.204421 + Penalty 2759.258945 = -400835.945476
  nChanged 362
		SP:Iteration 2F (50002.390000 sec): 3 clusters
  Score: Raw -403775.802368 + Penalty 2759.258945 = -401016.543423
  nChanged 249
		SP:Iteration 3F (50002.560000 sec): 3 clusters
  Score: Raw -403892.436529 + Penalty 2759.258945 = -401133.177584
  nChanged 188
		SP:Iteration 4Q (50002.720000 sec): 3 clusters
  Score: Raw -403970.580913 + Penalty 2759.258945 = -401211.321968
  nChanged 155
		SP:Iteration 5Q (50002.880000 sec): 3 clusters
  Score: Raw -404031.963904 + Penalty 2759.258945 = -401272.704959
  nChanged 121
		SP:Iteration 6Q (50003.040000 sec): 3 clusters
  Score: Raw -404076.078079 + Penalty 2759.258945 = -401316.819134
  nChanged 104
		SP:Iteration 7Q (50003.200000 sec): 3 clusters
  Score: Raw -404110.489480 + Penalty 2759.258945 = -401351.230535
  nChanged 77
		SP:Iteration 8Q (50003.360000 sec): 3 clusters
  Score: Raw -404134.418718 + Penalty 2759.258945 = -401375.159773
  nChanged 72
		SP:Iteration 9Q (50003.520000 sec): 3 clusters
  Score: Raw -404154.032583 + Penalty 2759.258945 = -401394.773638
  nChanged 57
		SP:Iteration 10Q (50003.680000 sec): 3 clusters
  Score: Raw -404170.695800 + Penalty 2759.258945 = -401411.436855
  nChanged 43
		SP:Iteration 11Q (50003.840000 sec): 3 clusters
  Score: Raw -404181.864119 + Penalty 2759.258945 = -401422.605174
  nChanged 26
		SP:Iteration 12Q (50004.000000 sec): 3 clusters
  Score: Raw -404188.062837 + Penalty 2759.258945 = -401428.803892
  nChanged 29
		SP:Iteration 13Q (50004.200000 sec): 3 clusters
  Score: Raw -404197.379307 + Penalty 2759.258945 = -401438.120362
  nChanged 36
		SP:Iteration 14Q (50004.370000 sec): 3 clusters
  Score: Raw -404209.200537 + Penalty 2759.258945 = -401449.941592
  nChanged 42
		SP:Iteration 15Q (50004.550000 sec): 3 clusters
  Score: Raw -404219.719631 + Penalty 2759.258945 = -401460.460685
  nChanged 47
		SP:Iteration 16Q (50004.730000 sec): 3 clusters
  Score: Raw -404234.174128 + Penalty 2759.258945 = -401474.915183
  nChanged 53
		SP:Iteration 17Q (50004.890000 sec): 3 clusters
  Score: Raw -404249.433394 + Penalty 2759.258945 = -401490.174449
  nChanged 54
		SP:Iteration 18Q (50005.060000 sec): 3 clusters
  Score: Raw -404263.222678 + Penalty 2759.258945 = -401503.963733
  nChanged 38
		SP:Iteration 19Q (50005.230000 sec): 3 clusters
  Score: Raw -404273.834941 + Penalty 2759.258945 = -401514.575996
  nChanged 46
		SP:Iteration 20F (50005.440000 sec): 3 clusters
  Score: Raw -404286.341551 + Penalty 2759.258945 = -401527.082605
  nChanged 41
		SP:Iteration 21Q (50005.620000 sec): 3 clusters
  Score: Raw -404298.561092 + Penalty 2759.258945 = -401539.302147
  nChanged 47
		SP:Iteration 22Q (50005.800000 sec): 3 clusters
  Score: Raw -404310.701816 + Penalty 2759.258945 = -401551.442871
  nChanged 34
		SP:Iteration 23Q (50005.980000 sec): 3 clusters
  Score: Raw -404318.931687 + Penalty 2759.258945 = -401559.672742
  nChanged 37
		SP:Iteration 24Q (50006.140000 sec): 3 clusters
  Score: Raw -404327.907148 + Penalty 2759.258945 = -401568.648203
  nChanged 36
		SP:Iteration 25Q (50006.310000 sec): 3 clusters
  Score: Raw -404339.565926 + Penalty 2759.258945 = -401580.306981
  nChanged 46
		SP:Iteration 26Q (50006.490000 sec): 3 clusters
  Score: Raw -404353.522728 + Penalty 2759.258945 = -401594.263783
  nChanged 41
		SP:Iteration 27Q (50006.640000 sec): 3 clusters
  Score: Raw -404367.002419 + Penalty 2759.258945 = -401607.743474
  nChanged 46
		SP:Iteration 28Q (50006.800000 sec): 3 clusters
  Score: Raw -404383.333663 + Penalty 2759.258945 = -401624.074718
  nChanged 51
		SP:Iteration 29Q (50006.960000 sec): 3 clusters
  Score: Raw -404403.580266 + Penalty 2759.258945 = -401644.321321
  nChanged 49
		SP:Iteration 30Q (50007.140000 sec): 3 clusters
  Score: Raw -404422.528382 + Penalty 2759.258945 = -401663.269437
  nChanged 51
		SP:Iteration 31Q (50007.310000 sec): 3 clusters
  Score: Raw -404438.880719 + Penalty 2759.258945 = -401679.621774
  nChanged 53
		SP:Iteration 32Q (50007.490000 sec): 3 clusters
  Score: Raw -404456.620128 + Penalty 2759.258945 = -401697.361182
  nChanged 46
		SP:Iteration 33Q (50007.660000 sec): 3 clusters
  Score: Raw -404474.210946 + Penalty 2759.258945 = -401714.952001
  nChanged 58
		SP:Iteration 34Q (50007.840000 sec): 3 clusters
  Score: Raw -404496.036462 + Penalty 2759.258945 = -401736.777516
  nChanged 46
		SP:Iteration 35Q (50008.010000 sec): 3 clusters
  Score: Raw -404513.502816 + Penalty 2759.258945 = -401754.243871
  nChanged 52
		SP:Iteration 36Q (50008.180000 sec): 3 clusters
  Score: Raw -404531.437480 + Penalty 2759.258945 = -401772.178535
  nChanged 46
		SP:Iteration 37Q (50008.360000 sec): 3 clusters
  Score: Raw -404547.990332 + Penalty 2759.258945 = -401788.731387
  nChanged 46
		SP:Iteration 38Q (50008.530000 sec): 3 clusters
  Score: Raw -404563.738738 + Penalty 2759.258945 = -401804.479793
  nChanged 45
		SP:Iteration 39Q (50008.700000 sec): 3 clusters
  Score: Raw -404581.502329 + Penalty 2759.258945 = -401822.243384
  nChanged 42
		SP:Iteration 40F (50008.870000 sec): 3 clusters
  Score: Raw -404601.425180 + Penalty 2759.258945 = -401842.166235
  nChanged 54
		SP:Iteration 41Q (50009.100000 sec): 3 clusters
  Score: Raw -404624.597252 + Penalty 2759.258945 = -401865.338307
  nChanged 58
		SP:Iteration 42Q (50009.240000 sec): 3 clusters
  Score: Raw -404646.244814 + Penalty 2759.258945 = -401886.985869
  nChanged 46
		SP:Iteration 43Q (50009.400000 sec): 3 clusters
  Score: Raw -404662.070616 + Penalty 2759.258945 = -401902.811670
  nChanged 47
		SP:Iteration 44Q (50009.610000 sec): 3 clusters
  Score: Raw -404683.008482 + Penalty 2759.258945 = -401923.749537
  nChanged 54
		SP:Iteration 45Q (50009.830000 sec): 3 clusters
  Score: Raw -404704.141610 + Penalty 2759.258945 = -401944.882665
  nChanged 57
		SP:Iteration 46Q (50010.000000 sec): 3 clusters
  Score: Raw -404728.624487 + Penalty 2759.258945 = -401969.365542
  nChanged 57
		SP:Iteration 47Q (50010.170000 sec): 3 clusters
  Score: Raw -404760.905192 + Penalty 2759.258945 = -402001.646247
  nChanged 56
		SP:Iteration 48Q (50010.350000 sec): 3 clusters
  Score: Raw -404785.621879 + Penalty 2759.258945 = -402026.362934
  nChanged 58
		SP:Iteration 49Q (50010.520000 sec): 3 clusters
  Score: Raw -404817.876849 + Penalty 2759.258945 = -402058.617904
  nChanged 67
		SP:Iteration 50Q (50010.720000 sec): 3 clusters
  Score: Raw -404859.481612 + Penalty 2759.258945 = -402100.222667
  nChanged 65
		SP:Iteration 51Q (50010.880000 sec): 3 clusters
  Score: Raw -404910.385352 + Penalty 2759.258945 = -402151.126407
  nChanged 71
		SP:Iteration 52Q (50011.040000 sec): 3 clusters
  Score: Raw -404960.191259 + Penalty 2759.258945 = -402200.932313
  nChanged 68
		SP:Iteration 53Q (50011.200000 sec): 3 clusters
  Score: Raw -405001.853216 + Penalty 2759.258945 = -402242.594271
  nChanged 53
		SP:Iteration 54Q (50011.380000 sec): 3 clusters
  Score: Raw -405030.630368 + Penalty 2759.258945 = -402271.371423
  nChanged 46
		SP:Iteration 55Q (50011.560000 sec): 3 clusters
  Score: Raw -405057.651584 + Penalty 2759.258945 = -402298.392639
  nChanged 44
		SP:Iteration 56Q (50011.730000 sec): 3 clusters
  Score: Raw -405081.101416 + Penalty 2759.258945 = -402321.842471
  nChanged 41
		SP:Iteration 57Q (50011.940000 sec): 3 clusters
  Score: Raw -405100.578873 + Penalty 2759.258945 = -402341.319928
  nChanged 35
		SP:Iteration 58Q (50012.110000 sec): 3 clusters
  Score: Raw -405116.682869 + Penalty 2759.258945 = -402357.423923
  nChanged 27
		SP:Iteration 59Q (50012.280000 sec): 3 clusters
  Score: Raw -405125.428930 + Penalty 2759.258945 = -402366.169984
  nChanged 10
		SP:Iteration 60F (50012.450000 sec): 3 clusters
  Score: Raw -405128.497506 + Penalty 2759.258945 = -402369.238561
  nChanged 10
		SP:Iteration 61Q (50012.630000 sec): 3 clusters
  Score: Raw -405132.816234 + Penalty 2759.258945 = -402373.557289
  nChanged 11
		SP:Iteration 62Q (50012.810000 sec): 3 clusters
  Score: Raw -405138.148411 + Penalty 2759.258945 = -402378.889466
  nChanged 12
		SP:Iteration 63Q (50012.980000 sec): 3 clusters
  Score: Raw -405142.005604 + Penalty 2759.258945 = -402382.746659
  nChanged 9
		SP:Iteration 64Q (50013.190000 sec): 3 clusters
  Score: Raw -405145.821607 + Penalty 2759.258945 = -402386.562662
  nChanged 7
		SP:Iteration 65Q (50013.360000 sec): 3 clusters
  Score: Raw -405147.399118 + Penalty 2759.258945 = -402388.140173
  nChanged 6
		SP:Iteration 66Q (50013.540000 sec): 3 clusters
  Score: Raw -405149.008389 + Penalty 2759.258945 = -402389.749443
  nChanged 5
		SP:Iteration 67Q (50013.710000 sec): 3 clusters
  Score: Raw -405150.373055 + Penalty 2759.258945 = -402391.114110
  nChanged 3
		SP:Iteration 68Q (50013.880000 sec): 3 clusters
  Score: Raw -405152.033327 + Penalty 2759.258945 = -402392.774382
  nChanged 2
		SP:Iteration 69Q (50014.060000 sec): 3 clusters
  Score: Raw -405152.691235 + Penalty 2759.258945 = -402393.432290
  nChanged 3
		SP:Iteration 70Q (50014.230000 sec): 3 clusters
  Score: Raw -405153.775667 + Penalty 2759.258945 = -402394.516722
  nChanged 1
		SP:Iteration 71Q (50014.400000 sec): 3 clusters
  Score: Raw -405153.939043 + Penalty 2759.258945 = -402394.680098
  nChanged 1
		SP:Iteration 72Q (50014.580000 sec): 3 clusters
  Score: Raw -405154.042025 + Penalty 2759.258945 = -402394.783080
  nChanged 0
		SP:Iteration 73F (50014.750000 sec): 3 clusters
  Score: Raw -405154.042025 + Penalty 2759.258945 = -402394.783080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 37 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50014.920000 sec): 2 clusters
  Score: Raw -1119575.793236 + Penalty 1548.641630 = -1118027.151606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50015.190000 sec): 3 clusters
  Score: Raw -1111478.286641 + Penalty 3097.283260 = -1108381.003381
  nChanged 6154
		SP:Iteration 1F (50015.480000 sec): 3 clusters
  Score: Raw -1114731.965054 + Penalty 3097.283260 = -1111634.681794
  nChanged 700
		SP:Iteration 2F (50015.770000 sec): 3 clusters
  Score: Raw -1114959.110594 + Penalty 3097.283260 = -1111861.827334
  nChanged 573
		SP:Iteration 3Q (50016.080000 sec): 3 clusters
  Score: Raw -1115135.569859 + Penalty 3097.283260 = -1112038.286599
  nChanged 509
		SP:Iteration 4Q (50016.320000 sec): 3 clusters
  Score: Raw -1115294.486168 + Penalty 3097.283260 = -1112197.202908
  nChanged 476
		SP:Iteration 5Q (50016.580000 sec): 3 clusters
  Score: Raw -1115459.893022 + Penalty 3097.283260 = -1112362.609762
  nChanged 447
		SP:Iteration 6Q (50016.860000 sec): 3 clusters
  Score: Raw -1115624.264617 + Penalty 3097.283260 = -1112526.981357
  nChanged 462
		SP:Iteration 7Q (50017.120000 sec): 3 clusters
  Score: Raw -1115797.797732 + Penalty 3097.283260 = -1112700.514472
  nChanged 465
		SP:Iteration 8Q (50017.420000 sec): 3 clusters
  Score: Raw -1115974.746460 + Penalty 3097.283260 = -1112877.463200
  nChanged 450
		SP:Iteration 9Q (50017.710000 sec): 3 clusters
  Score: Raw -1116155.632198 + Penalty 3097.283260 = -1113058.348938
  nChanged 496
		SP:Iteration 10Q (50017.960000 sec): 3 clusters
  Score: Raw -1116392.677217 + Penalty 3097.283260 = -1113295.393958
  nChanged 561
		SP:Iteration 11Q (50018.250000 sec): 3 clusters
  Score: Raw -1116705.352273 + Penalty 3097.283260 = -1113608.069013
  nChanged 616
		SP:Iteration 12Q (50018.520000 sec): 3 clusters
  Score: Raw -1117095.874460 + Penalty 3097.283260 = -1113998.591200
  nChanged 670
		SP:Iteration 13Q (50018.800000 sec): 3 clusters
  Score: Raw -1117571.475760 + Penalty 3097.283260 = -1114474.192500
  nChanged 657
		SP:Iteration 14Q (50019.060000 sec): 3 clusters
  Score: Raw -1118101.312333 + Penalty 3097.283260 = -1115004.029073
  nChanged 550
		SP:Iteration 15Q (50019.340000 sec): 3 clusters
  Score: Raw -1118556.331258 + Penalty 3097.283260 = -1115459.047998
  nChanged 439
		SP:Iteration 16Q (50019.610000 sec): 3 clusters
  Score: Raw -1118920.971558 + Penalty 3097.283260 = -1115823.688298
  nChanged 305
		SP:Iteration 17Q (50019.870000 sec): 3 clusters
  Score: Raw -1119189.314588 + Penalty 3097.283260 = -1116092.031328
  nChanged 222
		SP:Iteration 18Q (50020.140000 sec): 3 clusters
  Score: Raw -1119379.254437 + Penalty 3097.283260 = -1116281.971177
  nChanged 141
		SP:Iteration 19Q (50020.410000 sec): 3 clusters
  Score: Raw -1119480.347570 + Penalty 3097.283260 = -1116383.064311
  nChanged 83
		SP:Iteration 20F (50020.670000 sec): 3 clusters
  Score: Raw -1119541.748803 + Penalty 3097.283260 = -1116444.465543
  nChanged 71
		SP:Iteration 21Q (50020.910000 sec): 3 clusters
  Score: Raw -1119599.615079 + Penalty 3097.283260 = -1116502.331819
  nChanged 68
		SP:Iteration 22Q (50021.170000 sec): 3 clusters
  Score: Raw -1119657.065213 + Penalty 3097.283260 = -1116559.781953
  nChanged 53
		SP:Iteration 23Q (50021.390000 sec): 3 clusters
  Score: Raw -1119706.813274 + Penalty 3097.283260 = -1116609.530014
  nChanged 39
		SP:Iteration 24Q (50021.650000 sec): 3 clusters
  Score: Raw -1119731.797986 + Penalty 3097.283260 = -1116634.514726
  nChanged 33
		SP:Iteration 25Q (50021.880000 sec): 3 clusters
  Score: Raw -1119757.723736 + Penalty 3097.283260 = -1116660.440476
  nChanged 27
		SP:Iteration 26Q (50022.100000 sec): 3 clusters
  Score: Raw -1119778.699372 + Penalty 3097.283260 = -1116681.416112
  nChanged 26
		SP:Iteration 27Q (50022.340000 sec): 3 clusters
  Score: Raw -1119795.165039 + Penalty 3097.283260 = -1116697.881780
  nChanged 12
		SP:Iteration 28Q (50022.580000 sec): 3 clusters
  Score: Raw -1119802.772849 + Penalty 3097.283260 = -1116705.489589
  nChanged 8
		SP:Iteration 29Q (50022.850000 sec): 3 clusters
  Score: Raw -1119807.719325 + Penalty 3097.283260 = -1116710.436065
  nChanged 9
		SP:Iteration 30Q (50023.080000 sec): 3 clusters
  Score: Raw -1119811.987674 + Penalty 3097.283260 = -1116714.704414
  nChanged 6
		SP:Iteration 31Q (50023.340000 sec): 3 clusters
  Score: Raw -1119814.525193 + Penalty 3097.283260 = -1116717.241933
  nChanged 4
		SP:Iteration 32Q (50023.590000 sec): 3 clusters
  Score: Raw -1119816.411606 + Penalty 3097.283260 = -1116719.128346
  nChanged 5
		SP:Iteration 33Q (50023.850000 sec): 3 clusters
  Score: Raw -1119819.820266 + Penalty 3097.283260 = -1116722.537007
  nChanged 9
		SP:Iteration 34Q (50024.080000 sec): 3 clusters
  Score: Raw -1119824.969076 + Penalty 3097.283260 = -1116727.685816
  nChanged 7
		SP:Iteration 35Q (50024.310000 sec): 3 clusters
  Score: Raw -1119829.349793 + Penalty 3097.283260 = -1116732.066533
  nChanged 5
		SP:Iteration 36Q (50024.560000 sec): 3 clusters
  Score: Raw -1119832.259423 + Penalty 3097.283260 = -1116734.976163
  nChanged 4
		SP:Iteration 37Q (50024.800000 sec): 3 clusters
  Score: Raw -1119833.733771 + Penalty 3097.283260 = -1116736.450511
  nChanged 0
		SP:Iteration 38F (50025.060000 sec): 3 clusters
  Score: Raw -1119833.733771 + Penalty 3097.283260 = -1116736.450511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 38 (1250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50025.170000 sec): 2 clusters
  Score: Raw -83509.005147 + Penalty 1158.771060 = -82350.234087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50025.370000 sec): 3 clusters
  Score: Raw -83058.249209 + Penalty 2317.542120 = -80740.707089
  nChanged 403
		SP:Iteration 1F (50025.540000 sec): 3 clusters
  Score: Raw -83469.270345 + Penalty 2317.542120 = -81151.728225
  nChanged 122
		SP:Iteration 2F (50025.720000 sec): 3 clusters
  Score: Raw -83618.986917 + Penalty 2317.542120 = -81301.444797
  nChanged 69
		SP:Iteration 3F (50025.890000 sec): 3 clusters
  Score: Raw -83689.394163 + Penalty 2317.542120 = -81371.852044
  nChanged 44
		SP:Iteration 4Q (50026.070000 sec): 3 clusters
  Score: Raw -83736.271699 + Penalty 2317.542120 = -81418.729579
  nChanged 36
		SP:Iteration 5Q (50026.240000 sec): 3 clusters
  Score: Raw -83771.611369 + Penalty 2317.542120 = -81454.069249
  nChanged 27
		SP:Iteration 6Q (50026.420000 sec): 3 clusters
  Score: Raw -83806.595768 + Penalty 2317.542120 = -81489.053648
  nChanged 35
		SP:Iteration 7Q (50026.600000 sec): 3 clusters
  Score: Raw -83859.147345 + Penalty 2317.542120 = -81541.605225
  nChanged 27
		SP:Iteration 8Q (50026.770000 sec): 3 clusters
  Score: Raw -83883.423038 + Penalty 2317.542120 = -81565.880918
  nChanged 13
		SP:Iteration 9Q (50026.950000 sec): 3 clusters
  Score: Raw -83894.208480 + Penalty 2317.542120 = -81576.666360
  nChanged 7
		SP:Iteration 10Q (50027.120000 sec): 3 clusters
  Score: Raw -83900.374509 + Penalty 2317.542120 = -81582.832389
  nChanged 11
		SP:Iteration 11Q (50027.300000 sec): 3 clusters
  Score: Raw -83909.466677 + Penalty 2317.542120 = -81591.924557
  nChanged 7
		SP:Iteration 12Q (50027.470000 sec): 3 clusters
  Score: Raw -83916.145867 + Penalty 2317.542120 = -81598.603747
  nChanged 9
		SP:Iteration 13Q (50027.650000 sec): 3 clusters
  Score: Raw -83925.337944 + Penalty 2317.542120 = -81607.795824
  nChanged 11
		SP:Iteration 14Q (50027.820000 sec): 3 clusters
  Score: Raw -83941.582197 + Penalty 2317.542120 = -81624.040077
  nChanged 11
		SP:Iteration 15Q (50028.000000 sec): 3 clusters
  Score: Raw -83954.192144 + Penalty 2317.542120 = -81636.650024
  nChanged 12
		SP:Iteration 16Q (50028.180000 sec): 3 clusters
  Score: Raw -83967.015119 + Penalty 2317.542120 = -81649.473000
  nChanged 10
		SP:Iteration 17Q (50028.350000 sec): 3 clusters
  Score: Raw -83974.854108 + Penalty 2317.542120 = -81657.311988
  nChanged 10
		SP:Iteration 18Q (50028.530000 sec): 3 clusters
  Score: Raw -83992.517579 + Penalty 2317.542120 = -81674.975459
  nChanged 13
		SP:Iteration 19Q (50028.740000 sec): 3 clusters
  Score: Raw -84011.150409 + Penalty 2317.542120 = -81693.608289
  nChanged 11
		SP:Iteration 20F (50028.900000 sec): 3 clusters
  Score: Raw -84019.389552 + Penalty 2317.542120 = -81701.847432
  nChanged 4
		SP:Iteration 21Q (50029.060000 sec): 3 clusters
  Score: Raw -84022.097578 + Penalty 2317.542120 = -81704.555458
  nChanged 3
		SP:Iteration 22Q (50029.220000 sec): 3 clusters
  Score: Raw -84025.849768 + Penalty 2317.542120 = -81708.307648
  nChanged 1
		SP:Iteration 23Q (50029.380000 sec): 3 clusters
  Score: Raw -84026.437745 + Penalty 2317.542120 = -81708.895625
  nChanged 0
		SP:Iteration 24F (50029.540000 sec): 3 clusters
  Score: Raw -84026.437745 + Penalty 2317.542120 = -81708.895625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 39 (2416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50029.640000 sec): 2 clusters
  Score: Raw -187148.825476 + Penalty 1265.853641 = -185882.971836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50029.840000 sec): 3 clusters
  Score: Raw -186087.580689 + Penalty 2531.707282 = -183555.873407
  nChanged 887
		SP:Iteration 1F (50030.040000 sec): 3 clusters
  Score: Raw -186602.921310 + Penalty 2531.707282 = -184071.214029
  nChanged 201
		SP:Iteration 2F (50030.210000 sec): 3 clusters
  Score: Raw -186769.377262 + Penalty 2531.707282 = -184237.669980
  nChanged 152
		SP:Iteration 3F (50030.370000 sec): 3 clusters
  Score: Raw -186886.951023 + Penalty 2531.707282 = -184355.243741
  nChanged 101
		SP:Iteration 4Q (50030.530000 sec): 3 clusters
  Score: Raw -186949.160234 + Penalty 2531.707282 = -184417.452952
  nChanged 81
		SP:Iteration 5Q (50030.690000 sec): 3 clusters
  Score: Raw -186999.407752 + Penalty 2531.707282 = -184467.700470
  nChanged 75
		SP:Iteration 6Q (50030.850000 sec): 3 clusters
  Score: Raw -187050.462249 + Penalty 2531.707282 = -184518.754967
  nChanged 68
		SP:Iteration 7Q (50031.010000 sec): 3 clusters
  Score: Raw -187101.167042 + Penalty 2531.707282 = -184569.459760
  nChanged 75
		SP:Iteration 8Q (50031.170000 sec): 3 clusters
  Score: Raw -187161.998867 + Penalty 2531.707282 = -184630.291585
  nChanged 59
		SP:Iteration 9Q (50031.330000 sec): 3 clusters
  Score: Raw -187200.460143 + Penalty 2531.707282 = -184668.752862
  nChanged 40
		SP:Iteration 10Q (50031.490000 sec): 3 clusters
  Score: Raw -187224.568607 + Penalty 2531.707282 = -184692.861325
  nChanged 34
		SP:Iteration 11Q (50031.650000 sec): 3 clusters
  Score: Raw -187247.739088 + Penalty 2531.707282 = -184716.031806
  nChanged 34
		SP:Iteration 12Q (50031.820000 sec): 3 clusters
  Score: Raw -187266.696462 + Penalty 2531.707282 = -184734.989180
  nChanged 24
		SP:Iteration 13Q (50031.980000 sec): 3 clusters
  Score: Raw -187278.787439 + Penalty 2531.707282 = -184747.080157
  nChanged 17
		SP:Iteration 14Q (50032.140000 sec): 3 clusters
  Score: Raw -187287.711291 + Penalty 2531.707282 = -184756.004009
  nChanged 10
		SP:Iteration 15Q (50032.300000 sec): 3 clusters
  Score: Raw -187292.107538 + Penalty 2531.707282 = -184760.400256
  nChanged 7
		SP:Iteration 16Q (50032.460000 sec): 3 clusters
  Score: Raw -187294.169476 + Penalty 2531.707282 = -184762.462195
  nChanged 5
		SP:Iteration 17Q (50032.620000 sec): 3 clusters
  Score: Raw -187296.196770 + Penalty 2531.707282 = -184764.489489
  nChanged 6
		SP:Iteration 18Q (50032.780000 sec): 3 clusters
  Score: Raw -187298.771677 + Penalty 2531.707282 = -184767.064395
  nChanged 5
		SP:Iteration 19Q (50032.940000 sec): 3 clusters
  Score: Raw -187301.770371 + Penalty 2531.707282 = -184770.063090
  nChanged 7
		SP:Iteration 20F (50033.110000 sec): 3 clusters
  Score: Raw -187305.578387 + Penalty 2531.707282 = -184773.871105
  nChanged 7
		SP:Iteration 21Q (50033.280000 sec): 3 clusters
  Score: Raw -187308.159260 + Penalty 2531.707282 = -184776.451978
  nChanged 7
		SP:Iteration 22Q (50033.460000 sec): 3 clusters
  Score: Raw -187311.470263 + Penalty 2531.707282 = -184779.762982
  nChanged 10
		SP:Iteration 23Q (50033.630000 sec): 3 clusters
  Score: Raw -187317.164235 + Penalty 2531.707282 = -184785.456953
  nChanged 6
		SP:Iteration 24Q (50033.800000 sec): 3 clusters
  Score: Raw -187319.558437 + Penalty 2531.707282 = -184787.851155
  nChanged 0
		SP:Iteration 25F (50033.980000 sec): 3 clusters
  Score: Raw -187319.558437 + Penalty 2531.707282 = -184787.851155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 40 (1902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50034.070000 sec): 2 clusters
  Score: Raw -131197.419849 + Penalty 1226.982452 = -129970.437397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50034.240000 sec): 3 clusters
  Score: Raw -130412.889549 + Penalty 2453.964904 = -127958.924645
  nChanged 692
		SP:Iteration 1F (50034.420000 sec): 3 clusters
  Score: Raw -131099.543251 + Penalty 2453.964904 = -128645.578347
  nChanged 229
		SP:Iteration 2F (50034.590000 sec): 3 clusters
  Score: Raw -131524.102769 + Penalty 2453.964904 = -129070.137865
  nChanged 188
		SP:Iteration 3F (50034.760000 sec): 3 clusters
  Score: Raw -131796.613176 + Penalty 2453.964904 = -129342.648272
  nChanged 99
		SP:Iteration 4F (50034.940000 sec): 3 clusters
  Score: Raw -131960.249000 + Penalty 2453.964904 = -129506.284096
  nChanged 77
		SP:Iteration 5Q (50035.110000 sec): 3 clusters
  Score: Raw -132062.117478 + Penalty 2453.964904 = -129608.152574
  nChanged 55
		SP:Iteration 6Q (50035.290000 sec): 3 clusters
  Score: Raw -132121.382193 + Penalty 2453.964904 = -129667.417289
  nChanged 32
		SP:Iteration 7Q (50035.460000 sec): 3 clusters
  Score: Raw -132140.769660 + Penalty 2453.964904 = -129686.804756
  nChanged 20
		SP:Iteration 8Q (50035.640000 sec): 3 clusters
  Score: Raw -132152.866432 + Penalty 2453.964904 = -129698.901528
  nChanged 18
		SP:Iteration 9Q (50035.820000 sec): 3 clusters
  Score: Raw -132164.897487 + Penalty 2453.964904 = -129710.932583
  nChanged 17
		SP:Iteration 10Q (50035.990000 sec): 3 clusters
  Score: Raw -132175.494068 + Penalty 2453.964904 = -129721.529164
  nChanged 14
		SP:Iteration 11Q (50036.170000 sec): 3 clusters
  Score: Raw -132187.962985 + Penalty 2453.964904 = -129733.998081
  nChanged 10
		SP:Iteration 12Q (50036.340000 sec): 3 clusters
  Score: Raw -132195.142323 + Penalty 2453.964904 = -129741.177419
  nChanged 6
		SP:Iteration 13Q (50036.520000 sec): 3 clusters
  Score: Raw -132198.831362 + Penalty 2453.964904 = -129744.866458
  nChanged 5
		SP:Iteration 14Q (50036.700000 sec): 3 clusters
  Score: Raw -132202.454052 + Penalty 2453.964904 = -129748.489148
  nChanged 5
		SP:Iteration 15Q (50036.870000 sec): 3 clusters
  Score: Raw -132205.136805 + Penalty 2453.964904 = -129751.171901
  nChanged 2
		SP:Iteration 16Q (50037.050000 sec): 3 clusters
  Score: Raw -132206.478178 + Penalty 2453.964904 = -129752.513274
  nChanged 0
		SP:Iteration 17F (50037.220000 sec): 3 clusters
  Score: Raw -132206.478178 + Penalty 2453.964904 = -129752.513274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 41 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50037.340000 sec): 2 clusters
  Score: Raw -359331.298420 + Penalty 1371.831259 = -357959.467161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50037.530000 sec): 3 clusters
  Score: Raw -356945.868376 + Penalty 2743.662518 = -354202.205858
  nChanged 1901
		SP:Iteration 1F (50037.710000 sec): 3 clusters
  Score: Raw -358081.471629 + Penalty 2743.662518 = -355337.809110
  nChanged 337
		SP:Iteration 2F (50037.880000 sec): 3 clusters
  Score: Raw -358272.660801 + Penalty 2743.662518 = -355528.998282
  nChanged 225
		SP:Iteration 3Q (50038.060000 sec): 3 clusters
  Score: Raw -358386.784293 + Penalty 2743.662518 = -355643.121775
  nChanged 196
		SP:Iteration 4Q (50038.230000 sec): 3 clusters
  Score: Raw -358486.637683 + Penalty 2743.662518 = -355742.975164
  nChanged 162
		SP:Iteration 5Q (50038.410000 sec): 3 clusters
  Score: Raw -358562.967756 + Penalty 2743.662518 = -355819.305237
  nChanged 150
		SP:Iteration 6Q (50038.580000 sec): 3 clusters
  Score: Raw -358619.832903 + Penalty 2743.662518 = -355876.170384
  nChanged 124
		SP:Iteration 7Q (50038.760000 sec): 3 clusters
  Score: Raw -358674.835903 + Penalty 2743.662518 = -355931.173385
  nChanged 114
		SP:Iteration 8Q (50038.930000 sec): 3 clusters
  Score: Raw -358727.992757 + Penalty 2743.662518 = -355984.330239
  nChanged 126
		SP:Iteration 9Q (50039.110000 sec): 3 clusters
  Score: Raw -358790.885417 + Penalty 2743.662518 = -356047.222898
  nChanged 127
		SP:Iteration 10Q (50039.290000 sec): 3 clusters
  Score: Raw -358858.085362 + Penalty 2743.662518 = -356114.422844
  nChanged 151
		SP:Iteration 11Q (50039.460000 sec): 3 clusters
  Score: Raw -358945.160777 + Penalty 2743.662518 = -356201.498259
  nChanged 170
		SP:Iteration 12Q (50039.630000 sec): 3 clusters
  Score: Raw -359046.968225 + Penalty 2743.662518 = -356303.305707
  nChanged 153
		SP:Iteration 13Q (50039.790000 sec): 3 clusters
  Score: Raw -359143.108465 + Penalty 2743.662518 = -356399.445947
  nChanged 157
		SP:Iteration 14Q (50039.950000 sec): 3 clusters
  Score: Raw -359248.237048 + Penalty 2743.662518 = -356504.574530
  nChanged 162
		SP:Iteration 15Q (50040.150000 sec): 3 clusters
  Score: Raw -359349.023124 + Penalty 2743.662518 = -356605.360605
  nChanged 133
		SP:Iteration 16Q (50040.280000 sec): 3 clusters
  Score: Raw -359430.043922 + Penalty 2743.662518 = -356686.381404
  nChanged 109
		SP:Iteration 17Q (50040.460000 sec): 3 clusters
  Score: Raw -359484.835717 + Penalty 2743.662518 = -356741.173199
  nChanged 76
		SP:Iteration 18Q (50040.630000 sec): 3 clusters
  Score: Raw -359524.809007 + Penalty 2743.662518 = -356781.146489
  nChanged 60
		SP:Iteration 19Q (50040.810000 sec): 3 clusters
  Score: Raw -359556.102125 + Penalty 2743.662518 = -356812.439607
  nChanged 51
		SP:Iteration 20F (50040.990000 sec): 3 clusters
  Score: Raw -359580.959328 + Penalty 2743.662518 = -356837.296810
  nChanged 29
		SP:Iteration 21Q (50041.160000 sec): 3 clusters
  Score: Raw -359593.720869 + Penalty 2743.662518 = -356850.058350
  nChanged 22
		SP:Iteration 22Q (50041.360000 sec): 3 clusters
  Score: Raw -359603.192259 + Penalty 2743.662518 = -356859.529741
  nChanged 21
		SP:Iteration 23Q (50041.550000 sec): 3 clusters
  Score: Raw -359610.772331 + Penalty 2743.662518 = -356867.109813
  nChanged 16
		SP:Iteration 24Q (50041.720000 sec): 3 clusters
  Score: Raw -359616.815017 + Penalty 2743.662518 = -356873.152499
  nChanged 15
		SP:Iteration 25Q (50041.900000 sec): 3 clusters
  Score: Raw -359622.803835 + Penalty 2743.662518 = -356879.141316
  nChanged 13
		SP:Iteration 26Q (50042.070000 sec): 3 clusters
  Score: Raw -359628.216421 + Penalty 2743.662518 = -356884.553902
  nChanged 11
		SP:Iteration 27Q (50042.250000 sec): 3 clusters
  Score: Raw -359632.467450 + Penalty 2743.662518 = -356888.804931
  nChanged 7
		SP:Iteration 28Q (50042.420000 sec): 3 clusters
  Score: Raw -359634.534301 + Penalty 2743.662518 = -356890.871783
  nChanged 5
		SP:Iteration 29Q (50042.590000 sec): 3 clusters
  Score: Raw -359636.191065 + Penalty 2743.662518 = -356892.528547
  nChanged 5
		SP:Iteration 30Q (50042.770000 sec): 3 clusters
  Score: Raw -359637.811901 + Penalty 2743.662518 = -356894.149383
  nChanged 7
		SP:Iteration 31Q (50042.940000 sec): 3 clusters
  Score: Raw -359641.210749 + Penalty 2743.662518 = -356897.548231
  nChanged 13
		SP:Iteration 32Q (50043.110000 sec): 3 clusters
  Score: Raw -359645.052357 + Penalty 2743.662518 = -356901.389839
  nChanged 7
		SP:Iteration 33Q (50043.290000 sec): 3 clusters
  Score: Raw -359646.851839 + Penalty 2743.662518 = -356903.189321
  nChanged 4
		SP:Iteration 34Q (50043.460000 sec): 3 clusters
  Score: Raw -359647.667946 + Penalty 2743.662518 = -356904.005428
  nChanged 0
		SP:Iteration 35F (50043.630000 sec): 3 clusters
  Score: Raw -359647.667946 + Penalty 2743.662518 = -356904.005428
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 42 (2043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50043.710000 sec): 2 clusters
  Score: Raw -160828.417593 + Penalty 1238.603372 = -159589.814222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50043.880000 sec): 3 clusters
  Score: Raw -159973.798449 + Penalty 2477.206743 = -157496.591705
  nChanged 766
		SP:Iteration 1F (50044.050000 sec): 3 clusters
  Score: Raw -160491.298699 + Penalty 2477.206743 = -158014.091956
  nChanged 180
		SP:Iteration 2F (50044.230000 sec): 3 clusters
  Score: Raw -160634.421240 + Penalty 2477.206743 = -158157.214497
  nChanged 118
		SP:Iteration 3F (50044.400000 sec): 3 clusters
  Score: Raw -160748.725835 + Penalty 2477.206743 = -158271.519091
  nChanged 125
		SP:Iteration 4F (50044.570000 sec): 3 clusters
  Score: Raw -160876.326224 + Penalty 2477.206743 = -158399.119480
  nChanged 118
		SP:Iteration 5F (50044.750000 sec): 3 clusters
  Score: Raw -160997.873253 + Penalty 2477.206743 = -158520.666510
  nChanged 101
		SP:Iteration 6Q (50044.920000 sec): 3 clusters
  Score: Raw -161089.203023 + Penalty 2477.206743 = -158611.996279
  nChanged 73
		SP:Iteration 7Q (50045.090000 sec): 3 clusters
  Score: Raw -161166.484649 + Penalty 2477.206743 = -158689.277906
  nChanged 69
		SP:Iteration 8Q (50045.270000 sec): 3 clusters
  Score: Raw -161245.581514 + Penalty 2477.206743 = -158768.374771
  nChanged 56
		SP:Iteration 9Q (50045.450000 sec): 3 clusters
  Score: Raw -161311.132643 + Penalty 2477.206743 = -158833.925899
  nChanged 60
		SP:Iteration 10Q (50045.620000 sec): 3 clusters
  Score: Raw -161379.721439 + Penalty 2477.206743 = -158902.514696
  nChanged 59
		SP:Iteration 11Q (50045.800000 sec): 3 clusters
  Score: Raw -161442.899417 + Penalty 2477.206743 = -158965.692674
  nChanged 50
		SP:Iteration 12Q (50045.970000 sec): 3 clusters
  Score: Raw -161521.541246 + Penalty 2477.206743 = -159044.334503
  nChanged 54
		SP:Iteration 13Q (50046.150000 sec): 3 clusters
  Score: Raw -161610.740209 + Penalty 2477.206743 = -159133.533466
  nChanged 53
		SP:Iteration 14Q (50046.330000 sec): 3 clusters
  Score: Raw -161693.641344 + Penalty 2477.206743 = -159216.434601
  nChanged 38
		SP:Iteration 15Q (50046.500000 sec): 3 clusters
  Score: Raw -161754.616371 + Penalty 2477.206743 = -159277.409628
  nChanged 40
		SP:Iteration 16Q (50046.680000 sec): 3 clusters
  Score: Raw -161798.724392 + Penalty 2477.206743 = -159321.517649
  nChanged 36
		SP:Iteration 17Q (50046.850000 sec): 3 clusters
  Score: Raw -161825.945158 + Penalty 2477.206743 = -159348.738415
  nChanged 22
		SP:Iteration 18Q (50047.030000 sec): 3 clusters
  Score: Raw -161842.301793 + Penalty 2477.206743 = -159365.095049
  nChanged 16
		SP:Iteration 19Q (50047.210000 sec): 3 clusters
  Score: Raw -161853.442258 + Penalty 2477.206743 = -159376.235515
  nChanged 15
		SP:Iteration 20F (50047.380000 sec): 3 clusters
  Score: Raw -161863.201053 + Penalty 2477.206743 = -159385.994310
  nChanged 10
		SP:Iteration 21Q (50047.560000 sec): 3 clusters
  Score: Raw -161870.772877 + Penalty 2477.206743 = -159393.566133
  nChanged 9
		SP:Iteration 22Q (50047.730000 sec): 3 clusters
  Score: Raw -161877.265095 + Penalty 2477.206743 = -159400.058351
  nChanged 11
		SP:Iteration 23Q (50047.910000 sec): 3 clusters
  Score: Raw -161880.957997 + Penalty 2477.206743 = -159403.751253
  nChanged 4
		SP:Iteration 24Q (50048.090000 sec): 3 clusters
  Score: Raw -161882.833119 + Penalty 2477.206743 = -159405.626376
  nChanged 2
		SP:Iteration 25Q (50048.260000 sec): 3 clusters
  Score: Raw -161884.629597 + Penalty 2477.206743 = -159407.422854
  nChanged 1
		SP:Iteration 26Q (50048.440000 sec): 3 clusters
  Score: Raw -161885.184311 + Penalty 2477.206743 = -159407.977568
  nChanged 0
		SP:Iteration 27F (50048.610000 sec): 3 clusters
  Score: Raw -161885.184311 + Penalty 2477.206743 = -159407.977568
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 43 (8976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50048.720000 sec): 2 clusters
  Score: Raw -751738.384294 + Penalty 1479.125315 = -750259.258979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50048.910000 sec): 3 clusters
  Score: Raw -746674.997998 + Penalty 2958.250629 = -743716.747369
  nChanged 3860
		SP:Iteration 1F (50049.070000 sec): 3 clusters
  Score: Raw -748901.613970 + Penalty 2958.250629 = -745943.363341
  nChanged 643
		SP:Iteration 2F (50049.250000 sec): 3 clusters
  Score: Raw -749295.871734 + Penalty 2958.250629 = -746337.621105
  nChanged 590
		SP:Iteration 3F (50049.460000 sec): 3 clusters
  Score: Raw -749680.774003 + Penalty 2958.250629 = -746722.523374
  nChanged 547
		SP:Iteration 4F (50049.600000 sec): 3 clusters
  Score: Raw -750001.324812 + Penalty 2958.250629 = -747043.074183
  nChanged 445
		SP:Iteration 5Q (50049.810000 sec): 3 clusters
  Score: Raw -750290.416146 + Penalty 2958.250629 = -747332.165517
  nChanged 458
		SP:Iteration 6F (50049.990000 sec): 3 clusters
  Score: Raw -750581.737533 + Penalty 2958.250629 = -747623.486904
  nChanged 357
		SP:Iteration 7Q (50050.170000 sec): 3 clusters
  Score: Raw -750787.618240 + Penalty 2958.250629 = -747829.367611
  nChanged 326
		SP:Iteration 8Q (50050.330000 sec): 3 clusters
  Score: Raw -750943.779738 + Penalty 2958.250629 = -747985.529109
  nChanged 283
		SP:Iteration 9Q (50050.490000 sec): 3 clusters
  Score: Raw -751073.213546 + Penalty 2958.250629 = -748114.962917
  nChanged 221
		SP:Iteration 10Q (50050.660000 sec): 3 clusters
  Score: Raw -751177.434891 + Penalty 2958.250629 = -748219.184262
  nChanged 230
		SP:Iteration 11Q (50050.820000 sec): 3 clusters
  Score: Raw -751273.210567 + Penalty 2958.250629 = -748314.959938
  nChanged 185
		SP:Iteration 12Q (50050.980000 sec): 3 clusters
  Score: Raw -751359.200286 + Penalty 2958.250629 = -748400.949657
  nChanged 153
		SP:Iteration 13Q (50051.150000 sec): 3 clusters
  Score: Raw -751416.071135 + Penalty 2958.250629 = -748457.820506
  nChanged 145
		SP:Iteration 14Q (50051.310000 sec): 3 clusters
  Score: Raw -751462.984515 + Penalty 2958.250629 = -748504.733886
  nChanged 122
		SP:Iteration 15Q (50051.490000 sec): 3 clusters
  Score: Raw -751505.282136 + Penalty 2958.250629 = -748547.031507
  nChanged 111
		SP:Iteration 16Q (50051.660000 sec): 3 clusters
  Score: Raw -751534.066061 + Penalty 2958.250629 = -748575.815432
  nChanged 87
		SP:Iteration 17Q (50051.890000 sec): 3 clusters
  Score: Raw -751553.756568 + Penalty 2958.250629 = -748595.505939
  nChanged 63
		SP:Iteration 18Q (50052.030000 sec): 3 clusters
  Score: Raw -751569.133005 + Penalty 2958.250629 = -748610.882376
  nChanged 51
		SP:Iteration 19Q (50052.220000 sec): 3 clusters
  Score: Raw -751580.650709 + Penalty 2958.250629 = -748622.400080
  nChanged 39
		SP:Iteration 20F (50052.420000 sec): 3 clusters
  Score: Raw -751589.087709 + Penalty 2958.250629 = -748630.837080
  nChanged 46
		SP:Iteration 21Q (50052.580000 sec): 3 clusters
  Score: Raw -751597.837182 + Penalty 2958.250629 = -748639.586553
  nChanged 35
		SP:Iteration 22Q (50052.800000 sec): 3 clusters
  Score: Raw -751604.535299 + Penalty 2958.250629 = -748646.284670
  nChanged 37
		SP:Iteration 23Q (50053.020000 sec): 3 clusters
  Score: Raw -751613.459418 + Penalty 2958.250629 = -748655.208789
  nChanged 47
		SP:Iteration 24Q (50053.280000 sec): 3 clusters
  Score: Raw -751625.237656 + Penalty 2958.250629 = -748666.987027
  nChanged 33
		SP:Iteration 25Q (50053.450000 sec): 3 clusters
  Score: Raw -751633.253785 + Penalty 2958.250629 = -748675.003156
  nChanged 40
		SP:Iteration 26Q (50053.670000 sec): 3 clusters
  Score: Raw -751643.929128 + Penalty 2958.250629 = -748685.678499
  nChanged 45
		SP:Iteration 27Q (50053.870000 sec): 3 clusters
  Score: Raw -751656.852695 + Penalty 2958.250629 = -748698.602066
  nChanged 47
		SP:Iteration 28Q (50054.100000 sec): 3 clusters
  Score: Raw -751670.858908 + Penalty 2958.250629 = -748712.608279
  nChanged 51
		SP:Iteration 29Q (50054.320000 sec): 3 clusters
  Score: Raw -751688.984091 + Penalty 2958.250629 = -748730.733462
  nChanged 61
		SP:Iteration 30Q (50054.500000 sec): 3 clusters
  Score: Raw -751708.438249 + Penalty 2958.250629 = -748750.187620
  nChanged 56
		SP:Iteration 31Q (50054.700000 sec): 3 clusters
  Score: Raw -751725.022606 + Penalty 2958.250629 = -748766.771977
  nChanged 60
		SP:Iteration 32Q (50054.980000 sec): 3 clusters
  Score: Raw -751744.370811 + Penalty 2958.250629 = -748786.120182
  nChanged 73
		SP:Iteration 33Q (50055.120000 sec): 3 clusters
  Score: Raw -751767.248501 + Penalty 2958.250629 = -748808.997872
  nChanged 67
		SP:Iteration 34Q (50055.290000 sec): 3 clusters
  Score: Raw -751788.073572 + Penalty 2958.250629 = -748829.822943
  nChanged 54
		SP:Iteration 35Q (50055.460000 sec): 3 clusters
  Score: Raw -751802.205196 + Penalty 2958.250629 = -748843.954567
  nChanged 40
		SP:Iteration 36Q (50055.630000 sec): 3 clusters
  Score: Raw -751812.266457 + Penalty 2958.250629 = -748854.015828
  nChanged 47
		SP:Iteration 37Q (50055.800000 sec): 3 clusters
  Score: Raw -751821.232817 + Penalty 2958.250629 = -748862.982188
  nChanged 36
		SP:Iteration 38Q (50055.980000 sec): 3 clusters
  Score: Raw -751828.955581 + Penalty 2958.250629 = -748870.704951
  nChanged 37
		SP:Iteration 39Q (50056.150000 sec): 3 clusters
  Score: Raw -751836.695622 + Penalty 2958.250629 = -748878.444993
  nChanged 35
		SP:Iteration 40F (50056.340000 sec): 3 clusters
  Score: Raw -751844.184330 + Penalty 2958.250629 = -748885.933701
  nChanged 35
		SP:Iteration 41Q (50056.540000 sec): 3 clusters
  Score: Raw -751852.851043 + Penalty 2958.250629 = -748894.600414
  nChanged 36
		SP:Iteration 42Q (50056.720000 sec): 3 clusters
  Score: Raw -751860.854429 + Penalty 2958.250629 = -748902.603800
  nChanged 32
		SP:Iteration 43Q (50056.890000 sec): 3 clusters
  Score: Raw -751867.723413 + Penalty 2958.250629 = -748909.472784
  nChanged 32
		SP:Iteration 44Q (50057.060000 sec): 3 clusters
  Score: Raw -751875.797823 + Penalty 2958.250629 = -748917.547194
  nChanged 39
		SP:Iteration 45Q (50057.270000 sec): 3 clusters
  Score: Raw -751884.171950 + Penalty 2958.250629 = -748925.921321
  nChanged 36
		SP:Iteration 46Q (50057.440000 sec): 3 clusters
  Score: Raw -751893.596603 + Penalty 2958.250629 = -748935.345974
  nChanged 35
		SP:Iteration 47Q (50057.610000 sec): 3 clusters
  Score: Raw -751902.025034 + Penalty 2958.250629 = -748943.774405
  nChanged 32
		SP:Iteration 48Q (50057.790000 sec): 3 clusters
  Score: Raw -751909.165092 + Penalty 2958.250629 = -748950.914463
  nChanged 31
		SP:Iteration 49Q (50057.980000 sec): 3 clusters
  Score: Raw -751916.693337 + Penalty 2958.250629 = -748958.442708
  nChanged 31
		SP:Iteration 50Q (50058.180000 sec): 3 clusters
  Score: Raw -751921.945868 + Penalty 2958.250629 = -748963.695239
  nChanged 26
		SP:Iteration 51Q (50058.360000 sec): 3 clusters
  Score: Raw -751926.979065 + Penalty 2958.250629 = -748968.728436
  nChanged 19
		SP:Iteration 52Q (50058.590000 sec): 3 clusters
  Score: Raw -751930.592301 + Penalty 2958.250629 = -748972.341672
  nChanged 11
		SP:Iteration 53Q (50058.770000 sec): 3 clusters
  Score: Raw -751932.115309 + Penalty 2958.250629 = -748973.864680
  nChanged 9
		SP:Iteration 54Q (50058.950000 sec): 3 clusters
  Score: Raw -751934.164934 + Penalty 2958.250629 = -748975.914305
  nChanged 16
		SP:Iteration 55Q (50059.170000 sec): 3 clusters
  Score: Raw -751937.146480 + Penalty 2958.250629 = -748978.895851
  nChanged 13
		SP:Iteration 56Q (50059.340000 sec): 3 clusters
  Score: Raw -751939.386769 + Penalty 2958.250629 = -748981.136140
  nChanged 10
		SP:Iteration 57Q (50059.500000 sec): 3 clusters
  Score: Raw -751940.955025 + Penalty 2958.250629 = -748982.704396
  nChanged 7
		SP:Iteration 58Q (50059.680000 sec): 3 clusters
  Score: Raw -751942.195921 + Penalty 2958.250629 = -748983.945292
  nChanged 6
		SP:Iteration 59Q (50059.890000 sec): 3 clusters
  Score: Raw -751943.193529 + Penalty 2958.250629 = -748984.942900
  nChanged 5
		SP:Iteration 60F (50060.030000 sec): 3 clusters
  Score: Raw -751943.835011 + Penalty 2958.250629 = -748985.584382
  nChanged 8
		SP:Iteration 61Q (50060.250000 sec): 3 clusters
  Score: Raw -751944.755934 + Penalty 2958.250629 = -748986.505305
  nChanged 6
		SP:Iteration 62Q (50060.480000 sec): 3 clusters
  Score: Raw -751945.877959 + Penalty 2958.250629 = -748987.627330
  nChanged 7
		SP:Iteration 63Q (50060.680000 sec): 3 clusters
  Score: Raw -751947.402093 + Penalty 2958.250629 = -748989.151464
  nChanged 5
		SP:Iteration 64Q (50060.910000 sec): 3 clusters
  Score: Raw -751948.176542 + Penalty 2958.250629 = -748989.925913
  nChanged 6
		SP:Iteration 65Q (50061.120000 sec): 3 clusters
  Score: Raw -751949.227023 + Penalty 2958.250629 = -748990.976394
  nChanged 5
		SP:Iteration 66Q (50061.340000 sec): 3 clusters
  Score: Raw -751950.030810 + Penalty 2958.250629 = -748991.780181
  nChanged 6
		SP:Iteration 67Q (50061.520000 sec): 3 clusters
  Score: Raw -751950.982082 + Penalty 2958.250629 = -748992.731453
  nChanged 6
		SP:Iteration 68Q (50061.750000 sec): 3 clusters
  Score: Raw -751952.217175 + Penalty 2958.250629 = -748993.966546
  nChanged 6
		SP:Iteration 69Q (50061.940000 sec): 3 clusters
  Score: Raw -751953.319653 + Penalty 2958.250629 = -748995.069024
  nChanged 6
		SP:Iteration 70Q (50062.150000 sec): 3 clusters
  Score: Raw -751954.071278 + Penalty 2958.250629 = -748995.820649
  nChanged 5
		SP:Iteration 71Q (50062.320000 sec): 3 clusters
  Score: Raw -751955.041048 + Penalty 2958.250629 = -748996.790419
  nChanged 5
		SP:Iteration 72Q (50062.460000 sec): 3 clusters
  Score: Raw -751955.922807 + Penalty 2958.250629 = -748997.672178
  nChanged 4
		SP:Iteration 73Q (50062.680000 sec): 3 clusters
  Score: Raw -751956.741351 + Penalty 2958.250629 = -748998.490722
  nChanged 6
		SP:Iteration 74Q (50062.860000 sec): 3 clusters
  Score: Raw -751957.688053 + Penalty 2958.250629 = -748999.437424
  nChanged 7
		SP:Iteration 75Q (50063.040000 sec): 3 clusters
  Score: Raw -751958.758176 + Penalty 2958.250629 = -749000.507547
  nChanged 4
		SP:Iteration 76Q (50063.230000 sec): 3 clusters
  Score: Raw -751959.242008 + Penalty 2958.250629 = -749000.991379
  nChanged 3
		SP:Iteration 77Q (50063.410000 sec): 3 clusters
  Score: Raw -751959.617295 + Penalty 2958.250629 = -749001.366666
  nChanged 3
		SP:Iteration 78Q (50063.640000 sec): 3 clusters
  Score: Raw -751960.022598 + Penalty 2958.250629 = -749001.771969
  nChanged 4
		SP:Iteration 79Q (50063.820000 sec): 3 clusters
  Score: Raw -751960.560624 + Penalty 2958.250629 = -749002.309995
  nChanged 6
		SP:Iteration 80F (50064.040000 sec): 3 clusters
  Score: Raw -751961.471282 + Penalty 2958.250629 = -749003.220653
  nChanged 4
		SP:Iteration 81Q (50064.260000 sec): 3 clusters
  Score: Raw -751962.093463 + Penalty 2958.250629 = -749003.842834
  nChanged 4
		SP:Iteration 82Q (50064.520000 sec): 3 clusters
  Score: Raw -751962.521907 + Penalty 2958.250629 = -749004.271278
  nChanged 6
		SP:Iteration 83Q (50064.730000 sec): 3 clusters
  Score: Raw -751963.303604 + Penalty 2958.250629 = -749005.052975
  nChanged 8
		SP:Iteration 84Q (50064.860000 sec): 3 clusters
  Score: Raw -751964.806827 + Penalty 2958.250629 = -749006.556198
  nChanged 9
		SP:Iteration 85Q (50065.080000 sec): 3 clusters
  Score: Raw -751965.710199 + Penalty 2958.250629 = -749007.459570
  nChanged 9
		SP:Iteration 86Q (50065.300000 sec): 3 clusters
  Score: Raw -751967.364378 + Penalty 2958.250629 = -749009.113749
  nChanged 12
		SP:Iteration 87Q (50065.480000 sec): 3 clusters
  Score: Raw -751969.928646 + Penalty 2958.250629 = -749011.678017
  nChanged 13
		SP:Iteration 88Q (50065.700000 sec): 3 clusters
  Score: Raw -751972.088003 + Penalty 2958.250629 = -749013.837374
  nChanged 15
		SP:Iteration 89Q (50065.930000 sec): 3 clusters
  Score: Raw -751974.954135 + Penalty 2958.250629 = -749016.703506
  nChanged 12
		SP:Iteration 90Q (50066.110000 sec): 3 clusters
  Score: Raw -751976.512380 + Penalty 2958.250629 = -749018.261751
  nChanged 7
		SP:Iteration 91Q (50066.300000 sec): 3 clusters
  Score: Raw -751977.562152 + Penalty 2958.250629 = -749019.311523
  nChanged 3
		SP:Iteration 92Q (50066.490000 sec): 3 clusters
  Score: Raw -751977.886118 + Penalty 2958.250629 = -749019.635489
  nChanged 2
		SP:Iteration 93Q (50066.670000 sec): 3 clusters
  Score: Raw -751978.256669 + Penalty 2958.250629 = -749020.006040
  nChanged 4
		SP:Iteration 94Q (50066.850000 sec): 3 clusters
  Score: Raw -751978.758061 + Penalty 2958.250629 = -749020.507432
  nChanged 2
		SP:Iteration 95Q (50067.040000 sec): 3 clusters
  Score: Raw -751978.824400 + Penalty 2958.250629 = -749020.573771
  nChanged 0
		SP:Iteration 96F (50067.220000 sec): 3 clusters
  Score: Raw -751978.824400 + Penalty 2958.250629 = -749020.573771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 44 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50067.320000 sec): 2 clusters
  Score: Raw -83449.993374 + Penalty 1126.522782 = -82323.470591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50067.480000 sec): 3 clusters
  Score: Raw -83147.628462 + Penalty 2253.045565 = -80894.582897
  nChanged 326
		SP:Iteration 1F (50067.640000 sec): 3 clusters
  Score: Raw -83544.760560 + Penalty 2253.045565 = -81291.714995
  nChanged 129
		SP:Iteration 2F (50067.800000 sec): 3 clusters
  Score: Raw -83776.942106 + Penalty 2253.045565 = -81523.896541
  nChanged 77
		SP:Iteration 3F (50067.960000 sec): 3 clusters
  Score: Raw -83893.053089 + Penalty 2253.045565 = -81640.007524
  nChanged 37
		SP:Iteration 4Q (50068.120000 sec): 3 clusters
  Score: Raw -83957.568040 + Penalty 2253.045565 = -81704.522475
  nChanged 27
		SP:Iteration 5Q (50068.280000 sec): 3 clusters
  Score: Raw -84002.468298 + Penalty 2253.045565 = -81749.422734
  nChanged 19
		SP:Iteration 6Q (50068.440000 sec): 3 clusters
  Score: Raw -84026.364096 + Penalty 2253.045565 = -81773.318531
  nChanged 15
		SP:Iteration 7Q (50068.600000 sec): 3 clusters
  Score: Raw -84048.786615 + Penalty 2253.045565 = -81795.741050
  nChanged 9
		SP:Iteration 8Q (50068.760000 sec): 3 clusters
  Score: Raw -84058.149381 + Penalty 2253.045565 = -81805.103816
  nChanged 9
		SP:Iteration 9Q (50068.920000 sec): 3 clusters
  Score: Raw -84068.789751 + Penalty 2253.045565 = -81815.744186
  nChanged 6
		SP:Iteration 10Q (50069.080000 sec): 3 clusters
  Score: Raw -84075.420374 + Penalty 2253.045565 = -81822.374809
  nChanged 4
		SP:Iteration 11Q (50069.240000 sec): 3 clusters
  Score: Raw -84080.817901 + Penalty 2253.045565 = -81827.772336
  nChanged 1
		SP:Iteration 12Q (50069.400000 sec): 3 clusters
  Score: Raw -84081.374229 + Penalty 2253.045565 = -81828.328665
  nChanged 1
		SP:Iteration 13Q (50069.560000 sec): 3 clusters
  Score: Raw -84082.236025 + Penalty 2253.045565 = -81829.190461
  nChanged 0
		SP:Iteration 14F (50069.730000 sec): 3 clusters
  Score: Raw -84082.236025 + Penalty 2253.045565 = -81829.190461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 45 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50069.800000 sec): 2 clusters
  Score: Raw -25782.404032 + Penalty 939.871592 = -24842.532440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50069.960000 sec): 3 clusters
  Score: Raw -25791.407333 + Penalty 1879.743184 = -23911.664149
  nChanged 59
		SP:Iteration 1F (50070.120000 sec): 3 clusters
  Score: Raw -25912.054359 + Penalty 1879.743184 = -24032.311175
  nChanged 16
		SP:Iteration 2Q (50070.280000 sec): 3 clusters
  Score: Raw -25966.032708 + Penalty 1879.743184 = -24086.289524
  nChanged 8
		SP:Iteration 3Q (50070.440000 sec): 3 clusters
  Score: Raw -25979.444798 + Penalty 1879.743184 = -24099.701613
  nChanged 4
		SP:Iteration 4Q (50070.600000 sec): 3 clusters
  Score: Raw -25990.723609 + Penalty 1879.743184 = -24110.980424
  nChanged 2
		SP:Iteration 5Q (50070.760000 sec): 3 clusters
  Score: Raw -25998.051769 + Penalty 1879.743184 = -24118.308585
  nChanged 1
		SP:Iteration 6Q (50070.920000 sec): 3 clusters
  Score: Raw -26001.267804 + Penalty 1879.743184 = -24121.524620
  nChanged 1
		SP:Iteration 7Q (50071.080000 sec): 3 clusters
  Score: Raw -26003.042066 + Penalty 1879.743184 = -24123.298882
  nChanged 1
		SP:Iteration 8Q (50071.280000 sec): 3 clusters
  Score: Raw -26003.713339 + Penalty 1879.743184 = -24123.970155
  nChanged 0
		SP:Iteration 9F (50071.440000 sec): 3 clusters
  Score: Raw -26003.713339 + Penalty 1879.743184 = -24123.970155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 46 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50071.510000 sec): 2 clusters
  Score: Raw -33100.605841 + Penalty 969.914978 = -32130.690862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50071.630000 sec): 3 clusters
  Score: Raw -33105.208134 + Penalty 1939.829957 = -31165.378177
  nChanged 88
		SP:Iteration 1F (50071.790000 sec): 3 clusters
  Score: Raw -33250.975091 + Penalty 1939.829957 = -31311.145134
  nChanged 19
		SP:Iteration 2Q (50071.950000 sec): 3 clusters
  Score: Raw -33276.525730 + Penalty 1939.829957 = -31336.695773
  nChanged 3
		SP:Iteration 3Q (50072.110000 sec): 3 clusters
  Score: Raw -33279.460072 + Penalty 1939.829957 = -31339.630115
  nChanged 2
		SP:Iteration 4Q (50072.270000 sec): 3 clusters
  Score: Raw -33284.759134 + Penalty 1939.829957 = -31344.929177
  nChanged 2
		SP:Iteration 5Q (50072.430000 sec): 3 clusters
  Score: Raw -33287.340347 + Penalty 1939.829957 = -31347.510390
  nChanged 2
		SP:Iteration 6Q (50072.590000 sec): 3 clusters
  Score: Raw -33288.711100 + Penalty 1939.829957 = -31348.881143
  nChanged 0
		SP:Iteration 7F (50072.750000 sec): 3 clusters
  Score: Raw -33288.711100 + Penalty 1939.829957 = -31348.881143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 47 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50072.830000 sec): 2 clusters
  Score: Raw -219265.185257 + Penalty 1281.610362 = -217983.574894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50073.000000 sec): 3 clusters
  Score: Raw -218031.416790 + Penalty 2563.220725 = -215468.196065
  nChanged 989
		SP:Iteration 1F (50073.170000 sec): 3 clusters
  Score: Raw -218615.656256 + Penalty 2563.220725 = -216052.435531
  nChanged 199
		SP:Iteration 2F (50073.350000 sec): 3 clusters
  Score: Raw -218744.318252 + Penalty 2563.220725 = -216181.097527
  nChanged 133
		SP:Iteration 3Q (50073.520000 sec): 3 clusters
  Score: Raw -218820.541622 + Penalty 2563.220725 = -216257.320898
  nChanged 103
		SP:Iteration 4Q (50073.690000 sec): 3 clusters
  Score: Raw -218881.257174 + Penalty 2563.220725 = -216318.036449
  nChanged 77
		SP:Iteration 5Q (50073.870000 sec): 3 clusters
  Score: Raw -218934.903120 + Penalty 2563.220725 = -216371.682395
  nChanged 84
		SP:Iteration 6Q (50074.040000 sec): 3 clusters
  Score: Raw -218988.298491 + Penalty 2563.220725 = -216425.077766
  nChanged 69
		SP:Iteration 7Q (50074.210000 sec): 3 clusters
  Score: Raw -219026.097407 + Penalty 2563.220725 = -216462.876682
  nChanged 69
		SP:Iteration 8Q (50074.390000 sec): 3 clusters
  Score: Raw -219063.260094 + Penalty 2563.220725 = -216500.039369
  nChanged 74
		SP:Iteration 9Q (50074.560000 sec): 3 clusters
  Score: Raw -219103.107836 + Penalty 2563.220725 = -216539.887111
  nChanged 79
		SP:Iteration 10Q (50074.730000 sec): 3 clusters
  Score: Raw -219151.906230 + Penalty 2563.220725 = -216588.685505
  nChanged 83
		SP:Iteration 11Q (50074.910000 sec): 3 clusters
  Score: Raw -219214.679788 + Penalty 2563.220725 = -216651.459064
  nChanged 94
		SP:Iteration 12Q (50075.020000 sec): 3 clusters
  Score: Raw -219283.593830 + Penalty 2563.220725 = -216720.373106
  nChanged 92
		SP:Iteration 13Q (50075.090000 sec): 3 clusters
  Score: Raw -219346.913755 + Penalty 2563.220725 = -216783.693031
  nChanged 69
		SP:Iteration 14Q (50075.190000 sec): 3 clusters
  Score: Raw -219388.008165 + Penalty 2563.220725 = -216824.787440
  nChanged 50
		SP:Iteration 15Q (50075.290000 sec): 3 clusters
  Score: Raw -219414.339740 + Penalty 2563.220725 = -216851.119015
  nChanged 37
		SP:Iteration 16Q (50075.400000 sec): 3 clusters
  Score: Raw -219432.231082 + Penalty 2563.220725 = -216869.010357
  nChanged 19
		SP:Iteration 17Q (50075.500000 sec): 3 clusters
  Score: Raw -219439.686331 + Penalty 2563.220725 = -216876.465606
  nChanged 15
		SP:Iteration 18Q (50075.600000 sec): 3 clusters
  Score: Raw -219445.380451 + Penalty 2563.220725 = -216882.159726
  nChanged 11
		SP:Iteration 19Q (50075.730000 sec): 3 clusters
  Score: Raw -219450.298789 + Penalty 2563.220725 = -216887.078065
  nChanged 14
		SP:Iteration 20F (50075.830000 sec): 3 clusters
  Score: Raw -219456.107519 + Penalty 2563.220725 = -216892.886794
  nChanged 7
		SP:Iteration 21Q (50075.930000 sec): 3 clusters
  Score: Raw -219458.736610 + Penalty 2563.220725 = -216895.515886
  nChanged 9
		SP:Iteration 22Q (50076.030000 sec): 3 clusters
  Score: Raw -219463.083146 + Penalty 2563.220725 = -216899.862422
  nChanged 8
		SP:Iteration 23Q (50076.120000 sec): 3 clusters
  Score: Raw -219465.717008 + Penalty 2563.220725 = -216902.496283
  nChanged 8
		SP:Iteration 24Q (50076.250000 sec): 3 clusters
  Score: Raw -219468.200160 + Penalty 2563.220725 = -216904.979436
  nChanged 3
		SP:Iteration 25Q (50076.430000 sec): 3 clusters
  Score: Raw -219469.675327 + Penalty 2563.220725 = -216906.454603
  nChanged 2
		SP:Iteration 26Q (50076.600000 sec): 3 clusters
  Score: Raw -219470.198893 + Penalty 2563.220725 = -216906.978169
  nChanged 0
		SP:Iteration 27F (50076.770000 sec): 3 clusters
  Score: Raw -219470.198893 + Penalty 2563.220725 = -216906.978169
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 48 (1079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50076.860000 sec): 2 clusters
  Score: Raw -64646.686695 + Penalty 1134.865869 = -63511.820826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50077.030000 sec): 3 clusters
  Score: Raw -64337.112238 + Penalty 2269.731739 = -62067.380500
  nChanged 357
		SP:Iteration 1F (50077.210000 sec): 3 clusters
  Score: Raw -64722.813716 + Penalty 2269.731739 = -62453.081978
  nChanged 97
		SP:Iteration 2F (50077.400000 sec): 3 clusters
  Score: Raw -64909.235800 + Penalty 2269.731739 = -62639.504062
  nChanged 73
		SP:Iteration 3F (50077.560000 sec): 3 clusters
  Score: Raw -65050.923082 + Penalty 2269.731739 = -62781.191343
  nChanged 60
		SP:Iteration 4F (50077.720000 sec): 3 clusters
  Score: Raw -65163.882516 + Penalty 2269.731739 = -62894.150777
  nChanged 39
		SP:Iteration 5Q (50077.880000 sec): 3 clusters
  Score: Raw -65219.025695 + Penalty 2269.731739 = -62949.293957
  nChanged 21
		SP:Iteration 6Q (50078.040000 sec): 3 clusters
  Score: Raw -65255.849063 + Penalty 2269.731739 = -62986.117324
  nChanged 20
		SP:Iteration 7Q (50078.200000 sec): 3 clusters
  Score: Raw -65277.553745 + Penalty 2269.731739 = -63007.822007
  nChanged 7
		SP:Iteration 8Q (50078.360000 sec): 3 clusters
  Score: Raw -65283.837547 + Penalty 2269.731739 = -63014.105808
  nChanged 11
		SP:Iteration 9Q (50078.520000 sec): 3 clusters
  Score: Raw -65296.011094 + Penalty 2269.731739 = -63026.279355
  nChanged 8
		SP:Iteration 10Q (50078.680000 sec): 3 clusters
  Score: Raw -65305.541502 + Penalty 2269.731739 = -63035.809763
  nChanged 9
		SP:Iteration 11Q (50078.840000 sec): 3 clusters
  Score: Raw -65315.040778 + Penalty 2269.731739 = -63045.309039
  nChanged 8
		SP:Iteration 12Q (50079.000000 sec): 3 clusters
  Score: Raw -65322.947301 + Penalty 2269.731739 = -63053.215562
  nChanged 7
		SP:Iteration 13Q (50079.160000 sec): 3 clusters
  Score: Raw -65329.651313 + Penalty 2269.731739 = -63059.919575
  nChanged 6
		SP:Iteration 14Q (50079.340000 sec): 3 clusters
  Score: Raw -65335.891153 + Penalty 2269.731739 = -63066.159415
  nChanged 4
		SP:Iteration 15Q (50079.520000 sec): 3 clusters
  Score: Raw -65338.068086 + Penalty 2269.731739 = -63068.336347
  nChanged 1
		SP:Iteration 16Q (50079.690000 sec): 3 clusters
  Score: Raw -65339.153217 + Penalty 2269.731739 = -63069.421478
  nChanged 2
		SP:Iteration 17Q (50079.870000 sec): 3 clusters
  Score: Raw -65341.066773 + Penalty 2269.731739 = -63071.335035
  nChanged 3
		SP:Iteration 18Q (50080.040000 sec): 3 clusters
  Score: Raw -65344.256107 + Penalty 2269.731739 = -63074.524368
  nChanged 2
		SP:Iteration 19Q (50080.220000 sec): 3 clusters
  Score: Raw -65346.270175 + Penalty 2269.731739 = -63076.538436
  nChanged 1
		SP:Iteration 20F (50080.390000 sec): 3 clusters
  Score: Raw -65346.743723 + Penalty 2269.731739 = -63077.011984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 49 (781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50080.480000 sec): 2 clusters
  Score: Raw -63282.225842 + Penalty 1082.343462 = -62199.882380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50080.660000 sec): 3 clusters
  Score: Raw -63100.481503 + Penalty 2164.686924 = -60935.794579
  nChanged 188
		SP:Iteration 1F (50080.830000 sec): 3 clusters
  Score: Raw -63296.667566 + Penalty 2164.686924 = -61131.980642
  nChanged 49
		SP:Iteration 2F (50081.010000 sec): 3 clusters
  Score: Raw -63350.717661 + Penalty 2164.686924 = -61186.030738
  nChanged 23
		SP:Iteration 3Q (50081.180000 sec): 3 clusters
  Score: Raw -63388.786866 + Penalty 2164.686924 = -61224.099943
  nChanged 29
		SP:Iteration 4Q (50081.360000 sec): 3 clusters
  Score: Raw -63437.080831 + Penalty 2164.686924 = -61272.393907
  nChanged 28
		SP:Iteration 5Q (50081.540000 sec): 3 clusters
  Score: Raw -63473.835711 + Penalty 2164.686924 = -61309.148787
  nChanged 28
		SP:Iteration 6Q (50081.710000 sec): 3 clusters
  Score: Raw -63518.449268 + Penalty 2164.686924 = -61353.762344
  nChanged 28
		SP:Iteration 7Q (50081.890000 sec): 3 clusters
  Score: Raw -63566.564059 + Penalty 2164.686924 = -61401.877135
  nChanged 19
		SP:Iteration 8Q (50082.060000 sec): 3 clusters
  Score: Raw -63601.926212 + Penalty 2164.686924 = -61437.239288
  nChanged 15
		SP:Iteration 9Q (50082.240000 sec): 3 clusters
  Score: Raw -63623.809032 + Penalty 2164.686924 = -61459.122108
  nChanged 15
		SP:Iteration 10Q (50082.420000 sec): 3 clusters
  Score: Raw -63644.517666 + Penalty 2164.686924 = -61479.830742
  nChanged 6
		SP:Iteration 11Q (50082.590000 sec): 3 clusters
  Score: Raw -63659.005558 + Penalty 2164.686924 = -61494.318635
  nChanged 4
		SP:Iteration 12Q (50082.770000 sec): 3 clusters
  Score: Raw -63662.200502 + Penalty 2164.686924 = -61497.513578
  nChanged 2
		SP:Iteration 13Q (50082.940000 sec): 3 clusters
  Score: Raw -63667.449615 + Penalty 2164.686924 = -61502.762692
  nChanged 3
		SP:Iteration 14Q (50083.120000 sec): 3 clusters
  Score: Raw -63670.409035 + Penalty 2164.686924 = -61505.722111
  nChanged 2
		SP:Iteration 15Q (50083.300000 sec): 3 clusters
  Score: Raw -63672.111874 + Penalty 2164.686924 = -61507.424951
  nChanged 0
		SP:Iteration 16F (50083.470000 sec): 3 clusters
  Score: Raw -63672.111874 + Penalty 2164.686924 = -61507.424951
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 50 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50083.540000 sec): 2 clusters
  Score: Raw -212992.005597 + Penalty 1296.642570 = -211695.363027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50083.710000 sec): 3 clusters
  Score: Raw -211652.297973 + Penalty 2593.285141 = -209059.012832
  nChanged 1105
		SP:Iteration 1F (50083.880000 sec): 3 clusters
  Score: Raw -212575.719271 + Penalty 2593.285141 = -209982.434130
  nChanged 347
		SP:Iteration 2F (50084.060000 sec): 3 clusters
  Score: Raw -213047.800715 + Penalty 2593.285141 = -210454.515574
  nChanged 264
		SP:Iteration 3F (50084.230000 sec): 3 clusters
  Score: Raw -213339.366057 + Penalty 2593.285141 = -210746.080916
  nChanged 171
		SP:Iteration 4F (50084.400000 sec): 3 clusters
  Score: Raw -213505.363389 + Penalty 2593.285141 = -210912.078248
  nChanged 130
		SP:Iteration 5Q (50084.580000 sec): 3 clusters
  Score: Raw -213615.633898 + Penalty 2593.285141 = -211022.348757
  nChanged 95
		SP:Iteration 6Q (50084.750000 sec): 3 clusters
  Score: Raw -213706.264636 + Penalty 2593.285141 = -211112.979495
  nChanged 82
		SP:Iteration 7Q (50084.920000 sec): 3 clusters
  Score: Raw -213785.782654 + Penalty 2593.285141 = -211192.497513
  nChanged 71
		SP:Iteration 8Q (50085.100000 sec): 3 clusters
  Score: Raw -213845.102505 + Penalty 2593.285141 = -211251.817364
  nChanged 54
		SP:Iteration 9Q (50085.270000 sec): 3 clusters
  Score: Raw -213885.957564 + Penalty 2593.285141 = -211292.672423
  nChanged 44
		SP:Iteration 10Q (50085.450000 sec): 3 clusters
  Score: Raw -213918.727784 + Penalty 2593.285141 = -211325.442643
  nChanged 43
		SP:Iteration 11Q (50085.620000 sec): 3 clusters
  Score: Raw -213951.262709 + Penalty 2593.285141 = -211357.977568
  nChanged 31
		SP:Iteration 12Q (50085.790000 sec): 3 clusters
  Score: Raw -213970.277737 + Penalty 2593.285141 = -211376.992596
  nChanged 19
		SP:Iteration 13Q (50085.970000 sec): 3 clusters
  Score: Raw -213979.950557 + Penalty 2593.285141 = -211386.665416
  nChanged 11
		SP:Iteration 14Q (50086.140000 sec): 3 clusters
  Score: Raw -213984.907836 + Penalty 2593.285141 = -211391.622695
  nChanged 7
		SP:Iteration 15Q (50086.310000 sec): 3 clusters
  Score: Raw -213988.129852 + Penalty 2593.285141 = -211394.844711
  nChanged 7
		SP:Iteration 16Q (50086.490000 sec): 3 clusters
  Score: Raw -213990.838174 + Penalty 2593.285141 = -211397.553033
  nChanged 7
		SP:Iteration 17Q (50086.660000 sec): 3 clusters
  Score: Raw -213996.616329 + Penalty 2593.285141 = -211403.331188
  nChanged 5
		SP:Iteration 18Q (50086.840000 sec): 3 clusters
  Score: Raw -213998.933560 + Penalty 2593.285141 = -211405.648419
  nChanged 10
		SP:Iteration 19Q (50087.010000 sec): 3 clusters
  Score: Raw -214002.333891 + Penalty 2593.285141 = -211409.048750
  nChanged 9
		SP:Iteration 20F (50087.180000 sec): 3 clusters
  Score: Raw -214006.881552 + Penalty 2593.285141 = -211413.596411
  nChanged 8
		SP:Iteration 21Q (50087.360000 sec): 3 clusters
  Score: Raw -214010.475238 + Penalty 2593.285141 = -211417.190097
  nChanged 6
		SP:Iteration 22Q (50087.530000 sec): 3 clusters
  Score: Raw -214013.516651 + Penalty 2593.285141 = -211420.231510
  nChanged 8
		SP:Iteration 23Q (50087.700000 sec): 3 clusters
  Score: Raw -214021.064277 + Penalty 2593.285141 = -211427.779136
  nChanged 16
		SP:Iteration 24Q (50087.880000 sec): 3 clusters
  Score: Raw -214033.823392 + Penalty 2593.285141 = -211440.538251
  nChanged 15
		SP:Iteration 25Q (50088.050000 sec): 3 clusters
  Score: Raw -214041.315952 + Penalty 2593.285141 = -211448.030811
  nChanged 7
		SP:Iteration 26Q (50088.290000 sec): 3 clusters
  Score: Raw -214044.325300 + Penalty 2593.285141 = -211451.040159
  nChanged 11
		SP:Iteration 27Q (50088.440000 sec): 3 clusters
  Score: Raw -214048.390591 + Penalty 2593.285141 = -211455.105451
  nChanged 10
		SP:Iteration 28Q (50088.620000 sec): 3 clusters
  Score: Raw -214053.747185 + Penalty 2593.285141 = -211460.462044
  nChanged 7
		SP:Iteration 29Q (50088.790000 sec): 3 clusters
  Score: Raw -214057.708809 + Penalty 2593.285141 = -211464.423668
  nChanged 10
		SP:Iteration 30Q (50088.960000 sec): 3 clusters
  Score: Raw -214062.932999 + Penalty 2593.285141 = -211469.647858
  nChanged 4
		SP:Iteration 31Q (50089.140000 sec): 3 clusters
  Score: Raw -214064.254544 + Penalty 2593.285141 = -211470.969403
  nChanged 5
		SP:Iteration 32Q (50089.310000 sec): 3 clusters
  Score: Raw -214065.911929 + Penalty 2593.285141 = -211472.626788
  nChanged 2
		SP:Iteration 33Q (50089.480000 sec): 3 clusters
  Score: Raw -214066.232221 + Penalty 2593.285141 = -211472.947080
  nChanged 0
		SP:Iteration 34F (50089.660000 sec): 3 clusters
  Score: Raw -214066.232221 + Penalty 2593.285141 = -211472.947080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 51 (35026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50089.940000 sec): 2 clusters
  Score: Raw -3011872.021422 + Penalty 1700.374962 = -3010171.646459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50090.360000 sec): 3 clusters
  Score: Raw -2990184.698636 + Penalty 3400.749925 = -2986783.948711
  nChanged 16210
		SP:Iteration 1F (50090.850000 sec): 3 clusters
  Score: Raw -2999207.159559 + Penalty 3400.749925 = -2995806.409635
  nChanged 1614
		SP:Iteration 2Q (50091.340000 sec): 3 clusters
  Score: Raw -2999802.396110 + Penalty 3400.749925 = -2996401.646185
  nChanged 1652
		SP:Iteration 3Q (50091.810000 sec): 3 clusters
  Score: Raw -3000541.011690 + Penalty 3400.749925 = -2997140.261765
  nChanged 1735
		SP:Iteration 4Q (50092.280000 sec): 3 clusters
  Score: Raw -3001381.841520 + Penalty 3400.749925 = -2997981.091596
  nChanged 1831
		SP:Iteration 5F (50092.700000 sec): 3 clusters
  Score: Raw -3002349.101539 + Penalty 3400.749925 = -2998948.351614
  nChanged 1827
		SP:Iteration 6F (50093.090000 sec): 3 clusters
  Score: Raw -3003388.269721 + Penalty 3400.749925 = -2999987.519797
  nChanged 1803
		SP:Iteration 7F (50093.560000 sec): 3 clusters
  Score: Raw -3004486.066817 + Penalty 3400.749925 = -3001085.316892
  nChanged 1705
		SP:Iteration 8Q (50094.000000 sec): 3 clusters
  Score: Raw -3005458.188773 + Penalty 3400.749925 = -3002057.438849
  nChanged 1532
		SP:Iteration 9Q (50094.450000 sec): 3 clusters
  Score: Raw -3006189.487732 + Penalty 3400.749925 = -3002788.737808
  nChanged 1201
		SP:Iteration 10Q (50094.920000 sec): 3 clusters
  Score: Raw -3006679.724111 + Penalty 3400.749925 = -3003278.974187
  nChanged 879
		SP:Iteration 11Q (50095.350000 sec): 3 clusters
  Score: Raw -3006911.165797 + Penalty 3400.749925 = -3003510.415873
  nChanged 566
		SP:Iteration 12Q (50095.780000 sec): 3 clusters
  Score: Raw -3007018.088293 + Penalty 3400.749925 = -3003617.338369
  nChanged 352
		SP:Iteration 13Q (50096.200000 sec): 3 clusters
  Score: Raw -3007066.977176 + Penalty 3400.749925 = -3003666.227252
  nChanged 244
		SP:Iteration 14Q (50096.670000 sec): 3 clusters
  Score: Raw -3007098.540975 + Penalty 3400.749925 = -3003697.791050
  nChanged 200
		SP:Iteration 15Q (50097.130000 sec): 3 clusters
  Score: Raw -3007121.951153 + Penalty 3400.749925 = -3003721.201229
  nChanged 174
		SP:Iteration 16Q (50097.590000 sec): 3 clusters
  Score: Raw -3007142.109237 + Penalty 3400.749925 = -3003741.359312
  nChanged 170
		SP:Iteration 17Q (50098.040000 sec): 3 clusters
  Score: Raw -3007159.863291 + Penalty 3400.749925 = -3003759.113367
  nChanged 168
		SP:Iteration 18Q (50098.500000 sec): 3 clusters
  Score: Raw -3007179.415705 + Penalty 3400.749925 = -3003778.665780
  nChanged 148
		SP:Iteration 19Q (50098.940000 sec): 3 clusters
  Score: Raw -3007194.126678 + Penalty 3400.749925 = -3003793.376753
  nChanged 136
		SP:Iteration 20F (50099.390000 sec): 3 clusters
  Score: Raw -3007207.885816 + Penalty 3400.749925 = -3003807.135891
  nChanged 116
		SP:Iteration 21Q (50099.850000 sec): 3 clusters
  Score: Raw -3007218.365262 + Penalty 3400.749925 = -3003817.615337
  nChanged 103
		SP:Iteration 22Q (50100.320000 sec): 3 clusters
  Score: Raw -3007228.061374 + Penalty 3400.749925 = -3003827.311450
  nChanged 108
		SP:Iteration 23Q (50100.760000 sec): 3 clusters
  Score: Raw -3007238.407555 + Penalty 3400.749925 = -3003837.657631
  nChanged 96
		SP:Iteration 24Q (50101.220000 sec): 3 clusters
  Score: Raw -3007247.887246 + Penalty 3400.749925 = -3003847.137322
  nChanged 96
		SP:Iteration 25Q (50101.700000 sec): 3 clusters
  Score: Raw -3007256.015896 + Penalty 3400.749925 = -3003855.265972
  nChanged 98
		SP:Iteration 26Q (50102.110000 sec): 3 clusters
  Score: Raw -3007264.245024 + Penalty 3400.749925 = -3003863.495099
  nChanged 96
		SP:Iteration 27Q (50102.570000 sec): 3 clusters
  Score: Raw -3007273.467318 + Penalty 3400.749925 = -3003872.717394
  nChanged 114
		SP:Iteration 28Q (50103.040000 sec): 3 clusters
  Score: Raw -3007284.849680 + Penalty 3400.749925 = -3003884.099756
  nChanged 113
		SP:Iteration 29Q (50103.500000 sec): 3 clusters
  Score: Raw -3007295.831899 + Penalty 3400.749925 = -3003895.081975
  nChanged 121
		SP:Iteration 30Q (50103.970000 sec): 3 clusters
  Score: Raw -3007307.055133 + Penalty 3400.749925 = -3003906.305208
  nChanged 126
		SP:Iteration 31Q (50104.350000 sec): 3 clusters
  Score: Raw -3007318.170366 + Penalty 3400.749925 = -3003917.420441
  nChanged 114
		SP:Iteration 32Q (50104.830000 sec): 3 clusters
  Score: Raw -3007329.763469 + Penalty 3400.749925 = -3003929.013544
  nChanged 138
		SP:Iteration 33Q (50105.260000 sec): 3 clusters
  Score: Raw -3007347.451048 + Penalty 3400.749925 = -3003946.701124
  nChanged 137
		SP:Iteration 34Q (50105.730000 sec): 3 clusters
  Score: Raw -3007365.217086 + Penalty 3400.749925 = -3003964.467162
  nChanged 146
		SP:Iteration 35Q (50106.170000 sec): 3 clusters
  Score: Raw -3007382.402695 + Penalty 3400.749925 = -3003981.652770
  nChanged 138
		SP:Iteration 36Q (50106.640000 sec): 3 clusters
  Score: Raw -3007397.585229 + Penalty 3400.749925 = -3003996.835304
  nChanged 144
		SP:Iteration 37Q (50107.110000 sec): 3 clusters
  Score: Raw -3007414.972112 + Penalty 3400.749925 = -3004014.222187
  nChanged 148
		SP:Iteration 38Q (50107.560000 sec): 3 clusters
  Score: Raw -3007430.400533 + Penalty 3400.749925 = -3004029.650608
  nChanged 133
		SP:Iteration 39Q (50107.980000 sec): 3 clusters
  Score: Raw -3007444.108451 + Penalty 3400.749925 = -3004043.358526
  nChanged 141
		SP:Iteration 40F (50108.460000 sec): 3 clusters
  Score: Raw -3007461.869790 + Penalty 3400.749925 = -3004061.119866
  nChanged 148
		SP:Iteration 41Q (50108.920000 sec): 3 clusters
  Score: Raw -3007479.428305 + Penalty 3400.749925 = -3004078.678380
  nChanged 158
		SP:Iteration 42Q (50109.350000 sec): 3 clusters
  Score: Raw -3007497.824738 + Penalty 3400.749925 = -3004097.074814
  nChanged 156
		SP:Iteration 43Q (50109.850000 sec): 3 clusters
  Score: Raw -3007517.657533 + Penalty 3400.749925 = -3004116.907608
  nChanged 171
		SP:Iteration 44Q (50110.280000 sec): 3 clusters
  Score: Raw -3007540.390672 + Penalty 3400.749925 = -3004139.640748
  nChanged 167
		SP:Iteration 45Q (50110.730000 sec): 3 clusters
  Score: Raw -3007563.426403 + Penalty 3400.749925 = -3004162.676479
  nChanged 172
		SP:Iteration 46Q (50111.150000 sec): 3 clusters
  Score: Raw -3007586.065699 + Penalty 3400.749925 = -3004185.315774
  nChanged 185
		SP:Iteration 47Q (50111.580000 sec): 3 clusters
  Score: Raw -3007613.591183 + Penalty 3400.749925 = -3004212.841258
  nChanged 202
		SP:Iteration 48Q (50112.050000 sec): 3 clusters
  Score: Raw -3007645.811584 + Penalty 3400.749925 = -3004245.061660
  nChanged 201
		SP:Iteration 49Q (50112.510000 sec): 3 clusters
  Score: Raw -3007681.608952 + Penalty 3400.749925 = -3004280.859028
  nChanged 228
		SP:Iteration 50Q (50112.970000 sec): 3 clusters
  Score: Raw -3007731.250118 + Penalty 3400.749925 = -3004330.500193
  nChanged 265
		SP:Iteration 51Q (50113.440000 sec): 3 clusters
  Score: Raw -3007789.135754 + Penalty 3400.749925 = -3004388.385829
  nChanged 276
		SP:Iteration 52Q (50113.880000 sec): 3 clusters
  Score: Raw -3007850.370089 + Penalty 3400.749925 = -3004449.620164
  nChanged 318
		SP:Iteration 53Q (50114.340000 sec): 3 clusters
  Score: Raw -3007934.778783 + Penalty 3400.749925 = -3004534.028859
  nChanged 351
		SP:Iteration 54Q (50114.810000 sec): 3 clusters
  Score: Raw -3008039.050094 + Penalty 3400.749925 = -3004638.300169
  nChanged 410
		SP:Iteration 55Q (50115.270000 sec): 3 clusters
  Score: Raw -3008191.998404 + Penalty 3400.749925 = -3004791.248479
  nChanged 462
		SP:Iteration 56Q (50115.730000 sec): 3 clusters
  Score: Raw -3008375.367051 + Penalty 3400.749925 = -3004974.617127
  nChanged 500
		SP:Iteration 57Q (50116.160000 sec): 3 clusters
  Score: Raw -3008609.881172 + Penalty 3400.749925 = -3005209.131247
  nChanged 542
		SP:Iteration 58Q (50116.640000 sec): 3 clusters
  Score: Raw -3008874.488924 + Penalty 3400.749925 = -3005473.738999
  nChanged 558
		SP:Iteration 59Q (50117.100000 sec): 3 clusters
  Score: Raw -3009163.405574 + Penalty 3400.749925 = -3005762.655650
  nChanged 568
		SP:Iteration 60F (50117.530000 sec): 3 clusters
  Score: Raw -3009450.118240 + Penalty 3400.749925 = -3006049.368316
  nChanged 532
		SP:Iteration 61Q (50118.000000 sec): 3 clusters
  Score: Raw -3009733.305218 + Penalty 3400.749925 = -3006332.555293
  nChanged 538
		SP:Iteration 62Q (50118.390000 sec): 3 clusters
  Score: Raw -3010012.309799 + Penalty 3400.749925 = -3006611.559874
  nChanged 510
		SP:Iteration 63Q (50118.840000 sec): 3 clusters
  Score: Raw -3010264.526234 + Penalty 3400.749925 = -3006863.776310
  nChanged 467
		SP:Iteration 64Q (50119.310000 sec): 3 clusters
  Score: Raw -3010502.426887 + Penalty 3400.749925 = -3007101.676962
  nChanged 477
		SP:Iteration 65Q (50119.780000 sec): 3 clusters
  Score: Raw -3010744.000404 + Penalty 3400.749925 = -3007343.250479
  nChanged 453
		SP:Iteration 66Q (50120.240000 sec): 3 clusters
  Score: Raw -3010964.710627 + Penalty 3400.749925 = -3007563.960703
  nChanged 371
		SP:Iteration 67Q (50120.670000 sec): 3 clusters
  Score: Raw -3011132.154985 + Penalty 3400.749925 = -3007731.405060
  nChanged 359
		SP:Iteration 68Q (50121.130000 sec): 3 clusters
  Score: Raw -3011281.708837 + Penalty 3400.749925 = -3007880.958912
  nChanged 294
		SP:Iteration 69Q (50121.620000 sec): 3 clusters
  Score: Raw -3011387.986889 + Penalty 3400.749925 = -3007987.236964
  nChanged 240
		SP:Iteration 70Q (50122.080000 sec): 3 clusters
  Score: Raw -3011459.316485 + Penalty 3400.749925 = -3008058.566561
  nChanged 185
		SP:Iteration 71Q (50122.530000 sec): 3 clusters
  Score: Raw -3011508.649266 + Penalty 3400.749925 = -3008107.899342
  nChanged 154
		SP:Iteration 72Q (50123.000000 sec): 3 clusters
  Score: Raw -3011544.257887 + Penalty 3400.749925 = -3008143.507963
  nChanged 145
		SP:Iteration 73Q (50123.430000 sec): 3 clusters
  Score: Raw -3011581.302380 + Penalty 3400.749925 = -3008180.552455
  nChanged 131
		SP:Iteration 74Q (50123.890000 sec): 3 clusters
  Score: Raw -3011614.619006 + Penalty 3400.749925 = -3008213.869082
  nChanged 119
		SP:Iteration 75Q (50124.320000 sec): 3 clusters
  Score: Raw -3011638.309551 + Penalty 3400.749925 = -3008237.559626
  nChanged 107
		SP:Iteration 76Q (50124.730000 sec): 3 clusters
  Score: Raw -3011658.211132 + Penalty 3400.749925 = -3008257.461207
  nChanged 77
		SP:Iteration 77Q (50125.160000 sec): 3 clusters
  Score: Raw -3011673.427722 + Penalty 3400.749925 = -3008272.677798
  nChanged 74
		SP:Iteration 78Q (50125.620000 sec): 3 clusters
  Score: Raw -3011687.980461 + Penalty 3400.749925 = -3008287.230537
  nChanged 94
		SP:Iteration 79Q (50125.990000 sec): 3 clusters
  Score: Raw -3011707.201948 + Penalty 3400.749925 = -3008306.452023
  nChanged 102
		SP:Iteration 80F (50126.400000 sec): 3 clusters
  Score: Raw -3011725.796199 + Penalty 3400.749925 = -3008325.046275
  nChanged 92
		SP:Iteration 81Q (50126.800000 sec): 3 clusters
  Score: Raw -3011743.804219 + Penalty 3400.749925 = -3008343.054295
  nChanged 85
		SP:Iteration 82Q (50127.240000 sec): 3 clusters
  Score: Raw -3011760.541520 + Penalty 3400.749925 = -3008359.791596
  nChanged 86
		SP:Iteration 83Q (50127.620000 sec): 3 clusters
  Score: Raw -3011777.646390 + Penalty 3400.749925 = -3008376.896466
  nChanged 69
		SP:Iteration 84Q (50128.010000 sec): 3 clusters
  Score: Raw -3011791.484587 + Penalty 3400.749925 = -3008390.734662
  nChanged 72
		SP:Iteration 85Q (50128.460000 sec): 3 clusters
  Score: Raw -3011805.581230 + Penalty 3400.749925 = -3008404.831305
  nChanged 83
		SP:Iteration 86Q (50128.840000 sec): 3 clusters
  Score: Raw -3011822.891986 + Penalty 3400.749925 = -3008422.142062
  nChanged 85
		SP:Iteration 87Q (50129.290000 sec): 3 clusters
  Score: Raw -3011841.881684 + Penalty 3400.749925 = -3008441.131759
  nChanged 87
		SP:Iteration 88Q (50129.690000 sec): 3 clusters
  Score: Raw -3011858.373968 + Penalty 3400.749925 = -3008457.624044
  nChanged 83
		SP:Iteration 89Q (50130.090000 sec): 3 clusters
  Score: Raw -3011875.814048 + Penalty 3400.749925 = -3008475.064124
  nChanged 82
		SP:Iteration 90Q (50130.530000 sec): 3 clusters
  Score: Raw -3011891.699545 + Penalty 3400.749925 = -3008490.949621
  nChanged 81
		SP:Iteration 91Q (50130.970000 sec): 3 clusters
  Score: Raw -3011909.149239 + Penalty 3400.749925 = -3008508.399314
  nChanged 82
		SP:Iteration 92Q (50131.370000 sec): 3 clusters
  Score: Raw -3011925.808236 + Penalty 3400.749925 = -3008525.058311
  nChanged 88
		SP:Iteration 93Q (50131.740000 sec): 3 clusters
  Score: Raw -3011946.120444 + Penalty 3400.749925 = -3008545.370519
  nChanged 89
		SP:Iteration 94Q (50132.190000 sec): 3 clusters
  Score: Raw -3011966.937846 + Penalty 3400.749925 = -3008566.187922
  nChanged 80
		SP:Iteration 95Q (50132.600000 sec): 3 clusters
  Score: Raw -3011983.971143 + Penalty 3400.749925 = -3008583.221218
  nChanged 82
		SP:Iteration 96Q (50133.020000 sec): 3 clusters
  Score: Raw -3012002.849043 + Penalty 3400.749925 = -3008602.099118
  nChanged 86
		SP:Iteration 97Q (50133.440000 sec): 3 clusters
  Score: Raw -3012022.831967 + Penalty 3400.749925 = -3008622.082042
  nChanged 73
		SP:Iteration 98Q (50133.870000 sec): 3 clusters
  Score: Raw -3012040.279447 + Penalty 3400.749925 = -3008639.529523
  nChanged 78
		SP:Iteration 99Q (50134.280000 sec): 3 clusters
  Score: Raw -3012059.740247 + Penalty 3400.749925 = -3008658.990322
  nChanged 97
		SP:Iteration 100F (50134.720000 sec): 3 clusters
  Score: Raw -3012085.763606 + Penalty 3400.749925 = -3008685.013682
  nChanged 88
		SP:Iteration 101Q (50135.110000 sec): 3 clusters
  Score: Raw -3012106.566805 + Penalty 3400.749925 = -3008705.816881
  nChanged 76
		SP:Iteration 102Q (50135.460000 sec): 3 clusters
  Score: Raw -3012125.115967 + Penalty 3400.749925 = -3008724.366042
  nChanged 71
		SP:Iteration 103Q (50135.840000 sec): 3 clusters
  Score: Raw -3012141.369926 + Penalty 3400.749925 = -3008740.620001
  nChanged 56
		SP:Iteration 104Q (50136.220000 sec): 3 clusters
  Score: Raw -3012154.113531 + Penalty 3400.749925 = -3008753.363606
  nChanged 54
		SP:Iteration 105Q (50136.630000 sec): 3 clusters
  Score: Raw -3012166.249733 + Penalty 3400.749925 = -3008765.499809
  nChanged 66
		SP:Iteration 106Q (50137.040000 sec): 3 clusters
  Score: Raw -3012181.521804 + Penalty 3400.749925 = -3008780.771880
  nChanged 56
		SP:Iteration 107Q (50137.430000 sec): 3 clusters
  Score: Raw -3012197.418338 + Penalty 3400.749925 = -3008796.668413
  nChanged 60
		SP:Iteration 108Q (50137.810000 sec): 3 clusters
  Score: Raw -3012211.427207 + Penalty 3400.749925 = -3008810.677282
  nChanged 51
		SP:Iteration 109Q (50138.190000 sec): 3 clusters
  Score: Raw -3012224.913137 + Penalty 3400.749925 = -3008824.163212
  nChanged 50
		SP:Iteration 110Q (50138.510000 sec): 3 clusters
  Score: Raw -3012237.531619 + Penalty 3400.749925 = -3008836.781694
  nChanged 54
		SP:Iteration 111Q (50138.880000 sec): 3 clusters
  Score: Raw -3012251.268167 + Penalty 3400.749925 = -3008850.518243
  nChanged 53
		SP:Iteration 112Q (50139.260000 sec): 3 clusters
  Score: Raw -3012266.156014 + Penalty 3400.749925 = -3008865.406089
  nChanged 46
		SP:Iteration 113Q (50139.690000 sec): 3 clusters
  Score: Raw -3012277.775086 + Penalty 3400.749925 = -3008877.025161
  nChanged 46
		SP:Iteration 114Q (50140.130000 sec): 3 clusters
  Score: Raw -3012289.455305 + Penalty 3400.749925 = -3008888.705381
  nChanged 39
		SP:Iteration 115Q (50140.550000 sec): 3 clusters
  Score: Raw -3012298.406259 + Penalty 3400.749925 = -3008897.656334
  nChanged 34
		SP:Iteration 116Q (50140.960000 sec): 3 clusters
  Score: Raw -3012307.537096 + Penalty 3400.749925 = -3008906.787172
  nChanged 29
		SP:Iteration 117Q (50141.370000 sec): 3 clusters
  Score: Raw -3012314.449672 + Penalty 3400.749925 = -3008913.699747
  nChanged 34
		SP:Iteration 118Q (50141.790000 sec): 3 clusters
  Score: Raw -3012324.681332 + Penalty 3400.749925 = -3008923.931407
  nChanged 36
		SP:Iteration 119Q (50142.200000 sec): 3 clusters
  Score: Raw -3012333.016372 + Penalty 3400.749925 = -3008932.266447
  nChanged 27
		SP:Iteration 120F (50142.660000 sec): 3 clusters
  Score: Raw -3012339.367288 + Penalty 3400.749925 = -3008938.617363
  nChanged 23
		SP:Iteration 121Q (50143.000000 sec): 3 clusters
  Score: Raw -3012344.669075 + Penalty 3400.749925 = -3008943.919150
  nChanged 21
		SP:Iteration 122Q (50143.350000 sec): 3 clusters
  Score: Raw -3012350.174415 + Penalty 3400.749925 = -3008949.424490
  nChanged 22
		SP:Iteration 123Q (50143.730000 sec): 3 clusters
  Score: Raw -3012355.189438 + Penalty 3400.749925 = -3008954.439514
  nChanged 22
		SP:Iteration 124Q (50144.120000 sec): 3 clusters
  Score: Raw -3012359.919743 + Penalty 3400.749925 = -3008959.169819
  nChanged 18
		SP:Iteration 125Q (50144.540000 sec): 3 clusters
  Score: Raw -3012363.415944 + Penalty 3400.749925 = -3008962.666019
  nChanged 13
		SP:Iteration 126Q (50144.960000 sec): 3 clusters
  Score: Raw -3012366.291072 + Penalty 3400.749925 = -3008965.541147
  nChanged 13
		SP:Iteration 127Q (50145.370000 sec): 3 clusters
  Score: Raw -3012369.549444 + Penalty 3400.749925 = -3008968.799520
  nChanged 15
		SP:Iteration 128Q (50145.750000 sec): 3 clusters
  Score: Raw -3012373.453436 + Penalty 3400.749925 = -3008972.703512
  nChanged 15
		SP:Iteration 129Q (50146.140000 sec): 3 clusters
  Score: Raw -3012376.363930 + Penalty 3400.749925 = -3008975.614006
  nChanged 14
		SP:Iteration 130Q (50146.520000 sec): 3 clusters
  Score: Raw -3012379.334362 + Penalty 3400.749925 = -3008978.584437
  nChanged 12
		SP:Iteration 131Q (50146.900000 sec): 3 clusters
  Score: Raw -3012382.017929 + Penalty 3400.749925 = -3008981.268004
  nChanged 13
		SP:Iteration 132Q (50147.290000 sec): 3 clusters
  Score: Raw -3012385.413054 + Penalty 3400.749925 = -3008984.663129
  nChanged 13
		SP:Iteration 133Q (50147.670000 sec): 3 clusters
  Score: Raw -3012388.449232 + Penalty 3400.749925 = -3008987.699308
  nChanged 11
		SP:Iteration 134Q (50148.050000 sec): 3 clusters
  Score: Raw -3012390.857714 + Penalty 3400.749925 = -3008990.107789
  nChanged 4
		SP:Iteration 135Q (50148.430000 sec): 3 clusters
  Score: Raw -3012392.238775 + Penalty 3400.749925 = -3008991.488850
  nChanged 5
		SP:Iteration 136Q (50148.810000 sec): 3 clusters
  Score: Raw -3012393.174733 + Penalty 3400.749925 = -3008992.424808
  nChanged 4
		SP:Iteration 137Q (50149.200000 sec): 3 clusters
  Score: Raw -3012394.180035 + Penalty 3400.749925 = -3008993.430110
  nChanged 2
		SP:Iteration 138Q (50149.620000 sec): 3 clusters
  Score: Raw -3012394.758242 + Penalty 3400.749925 = -3008994.008317
  nChanged 6
		SP:Iteration 139Q (50150.000000 sec): 3 clusters
  Score: Raw -3012395.901571 + Penalty 3400.749925 = -3008995.151647
  nChanged 6
		SP:Iteration 140F (50150.390000 sec): 3 clusters
  Score: Raw -3012397.228037 + Penalty 3400.749925 = -3008996.478113
  nChanged 7
		SP:Iteration 141Q (50150.750000 sec): 3 clusters
  Score: Raw -3012399.191512 + Penalty 3400.749925 = -3008998.441587
  nChanged 8
		SP:Iteration 142Q (50151.130000 sec): 3 clusters
  Score: Raw -3012400.875665 + Penalty 3400.749925 = -3009000.125741
  nChanged 8
		SP:Iteration 143Q (50151.520000 sec): 3 clusters
  Score: Raw -3012402.128143 + Penalty 3400.749925 = -3009001.378219
  nChanged 1
		SP:Iteration 144Q (50151.870000 sec): 3 clusters
  Score: Raw -3012402.360451 + Penalty 3400.749925 = -3009001.610526
  nChanged 0
		SP:Iteration 145F (50152.330000 sec): 3 clusters
  Score: Raw -3012402.360451 + Penalty 3400.749925 = -3009001.610526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 52 (3114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50152.430000 sec): 2 clusters
  Score: Raw -208727.377518 + Penalty 1307.095295 = -207420.282223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50152.600000 sec): 3 clusters
  Score: Raw -207206.227749 + Penalty 2614.190590 = -204592.037160
  nChanged 1195
		SP:Iteration 1F (50152.780000 sec): 3 clusters
  Score: Raw -207946.429746 + Penalty 2614.190590 = -205332.239157
  nChanged 307
		SP:Iteration 2F (50152.950000 sec): 3 clusters
  Score: Raw -208221.571326 + Penalty 2614.190590 = -205607.380736
  nChanged 234
		SP:Iteration 3F (50153.130000 sec): 3 clusters
  Score: Raw -208444.535882 + Penalty 2614.190590 = -205830.345292
  nChanged 182
		SP:Iteration 4F (50153.310000 sec): 3 clusters
  Score: Raw -208616.087709 + Penalty 2614.190590 = -206001.897120
  nChanged 145
		SP:Iteration 5Q (50153.480000 sec): 3 clusters
  Score: Raw -208744.899683 + Penalty 2614.190590 = -206130.709094
  nChanged 134
		SP:Iteration 6Q (50153.670000 sec): 3 clusters
  Score: Raw -208859.525515 + Penalty 2614.190590 = -206245.334926
  nChanged 122
		SP:Iteration 7Q (50153.850000 sec): 3 clusters
  Score: Raw -208952.254269 + Penalty 2614.190590 = -206338.063680
  nChanged 116
		SP:Iteration 8Q (50154.030000 sec): 3 clusters
  Score: Raw -209055.833873 + Penalty 2614.190590 = -206441.643284
  nChanged 117
		SP:Iteration 9Q (50154.200000 sec): 3 clusters
  Score: Raw -209153.034567 + Penalty 2614.190590 = -206538.843978
  nChanged 116
		SP:Iteration 10Q (50154.380000 sec): 3 clusters
  Score: Raw -209255.710474 + Penalty 2614.190590 = -206641.519885
  nChanged 109
		SP:Iteration 11Q (50154.550000 sec): 3 clusters
  Score: Raw -209339.583926 + Penalty 2614.190590 = -206725.393336
  nChanged 90
		SP:Iteration 12Q (50154.730000 sec): 3 clusters
  Score: Raw -209422.041471 + Penalty 2614.190590 = -206807.850881
  nChanged 77
		SP:Iteration 13Q (50154.910000 sec): 3 clusters
  Score: Raw -209484.624160 + Penalty 2614.190590 = -206870.433570
  nChanged 70
		SP:Iteration 14Q (50155.080000 sec): 3 clusters
  Score: Raw -209545.355161 + Penalty 2614.190590 = -206931.164571
  nChanged 65
		SP:Iteration 15Q (50155.260000 sec): 3 clusters
  Score: Raw -209591.613110 + Penalty 2614.190590 = -206977.422521
  nChanged 57
		SP:Iteration 16Q (50155.430000 sec): 3 clusters
  Score: Raw -209631.083626 + Penalty 2614.190590 = -207016.893036
  nChanged 36
		SP:Iteration 17Q (50155.590000 sec): 3 clusters
  Score: Raw -209651.709852 + Penalty 2614.190590 = -207037.519263
  nChanged 35
		SP:Iteration 18Q (50155.790000 sec): 3 clusters
  Score: Raw -209667.240167 + Penalty 2614.190590 = -207053.049578
  nChanged 29
		SP:Iteration 19Q (50155.960000 sec): 3 clusters
  Score: Raw -209680.488809 + Penalty 2614.190590 = -207066.298220
  nChanged 24
		SP:Iteration 20F (50156.130000 sec): 3 clusters
  Score: Raw -209691.483673 + Penalty 2614.190590 = -207077.293084
  nChanged 15
		SP:Iteration 21Q (50156.310000 sec): 3 clusters
  Score: Raw -209695.848323 + Penalty 2614.190590 = -207081.657733
  nChanged 11
		SP:Iteration 22Q (50156.490000 sec): 3 clusters
  Score: Raw -209701.011619 + Penalty 2614.190590 = -207086.821030
  nChanged 13
		SP:Iteration 23Q (50156.660000 sec): 3 clusters
  Score: Raw -209707.364616 + Penalty 2614.190590 = -207093.174027
  nChanged 13
		SP:Iteration 24Q (50156.840000 sec): 3 clusters
  Score: Raw -209711.803032 + Penalty 2614.190590 = -207097.612443
  nChanged 7
		SP:Iteration 25Q (50157.010000 sec): 3 clusters
  Score: Raw -209714.025566 + Penalty 2614.190590 = -207099.834976
  nChanged 7
		SP:Iteration 26Q (50157.190000 sec): 3 clusters
  Score: Raw -209716.468678 + Penalty 2614.190590 = -207102.278089
  nChanged 8
		SP:Iteration 27Q (50157.370000 sec): 3 clusters
  Score: Raw -209720.298620 + Penalty 2614.190590 = -207106.108031
  nChanged 13
		SP:Iteration 28Q (50157.540000 sec): 3 clusters
  Score: Raw -209724.087372 + Penalty 2614.190590 = -207109.896783
  nChanged 11
		SP:Iteration 29Q (50157.720000 sec): 3 clusters
  Score: Raw -209730.838817 + Penalty 2614.190590 = -207116.648227
  nChanged 11
		SP:Iteration 30Q (50157.890000 sec): 3 clusters
  Score: Raw -209742.340964 + Penalty 2614.190590 = -207128.150375
  nChanged 10
		SP:Iteration 31Q (50158.070000 sec): 3 clusters
  Score: Raw -209750.146000 + Penalty 2614.190590 = -207135.955410
  nChanged 10
		SP:Iteration 32Q (50158.240000 sec): 3 clusters
  Score: Raw -209755.217014 + Penalty 2614.190590 = -207141.026425
  nChanged 8
		SP:Iteration 33Q (50158.420000 sec): 3 clusters
  Score: Raw -209757.518554 + Penalty 2614.190590 = -207143.327965
  nChanged 3
		SP:Iteration 34Q (50158.590000 sec): 3 clusters
  Score: Raw -209758.311893 + Penalty 2614.190590 = -207144.121304
  nChanged 5
		SP:Iteration 35Q (50158.770000 sec): 3 clusters
  Score: Raw -209759.619056 + Penalty 2614.190590 = -207145.428466
  nChanged 3
		SP:Iteration 36Q (50158.950000 sec): 3 clusters
  Score: Raw -209760.023962 + Penalty 2614.190590 = -207145.833373
  nChanged 1
		SP:Iteration 37Q (50159.120000 sec): 3 clusters
  Score: Raw -209760.133772 + Penalty 2614.190590 = -207145.943182
  nChanged 0
		SP:Iteration 38F (50159.300000 sec): 3 clusters
  Score: Raw -209760.133772 + Penalty 2614.190590 = -207145.943182
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 53 (5435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50159.420000 sec): 2 clusters
  Score: Raw -421876.042937 + Penalty 1397.599905 = -420478.443032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50159.590000 sec): 3 clusters
  Score: Raw -419035.180786 + Penalty 2795.199810 = -416239.980976
  nChanged 2195
		SP:Iteration 1F (50159.790000 sec): 3 clusters
  Score: Raw -420256.238196 + Penalty 2795.199810 = -417461.038386
  nChanged 423
		SP:Iteration 2F (50159.950000 sec): 3 clusters
  Score: Raw -420481.414640 + Penalty 2795.199810 = -417686.214830
  nChanged 299
		SP:Iteration 3F (50160.110000 sec): 3 clusters
  Score: Raw -420642.131494 + Penalty 2795.199810 = -417846.931684
  nChanged 277
		SP:Iteration 4F (50160.250000 sec): 3 clusters
  Score: Raw -420793.550226 + Penalty 2795.199810 = -417998.350417
  nChanged 255
		SP:Iteration 5Q (50160.390000 sec): 3 clusters
  Score: Raw -420960.129807 + Penalty 2795.199810 = -418164.929997
  nChanged 257
		SP:Iteration 6Q (50160.530000 sec): 3 clusters
  Score: Raw -421109.461490 + Penalty 2795.199810 = -418314.261680
  nChanged 217
		SP:Iteration 7Q (50160.670000 sec): 3 clusters
  Score: Raw -421231.286507 + Penalty 2795.199810 = -418436.086697
  nChanged 212
		SP:Iteration 8Q (50160.820000 sec): 3 clusters
  Score: Raw -421359.706960 + Penalty 2795.199810 = -418564.507150
  nChanged 210
		SP:Iteration 9Q (50160.960000 sec): 3 clusters
  Score: Raw -421493.013255 + Penalty 2795.199810 = -418697.813445
  nChanged 208
		SP:Iteration 10Q (50161.100000 sec): 3 clusters
  Score: Raw -421627.791124 + Penalty 2795.199810 = -418832.591314
  nChanged 168
		SP:Iteration 11Q (50161.250000 sec): 3 clusters
  Score: Raw -421737.876107 + Penalty 2795.199810 = -418942.676297
  nChanged 157
		SP:Iteration 12Q (50161.410000 sec): 3 clusters
  Score: Raw -421843.469177 + Penalty 2795.199810 = -419048.269367
  nChanged 115
		SP:Iteration 13Q (50161.590000 sec): 3 clusters
  Score: Raw -421919.567109 + Penalty 2795.199810 = -419124.367299
  nChanged 90
		SP:Iteration 14Q (50161.760000 sec): 3 clusters
  Score: Raw -421972.378943 + Penalty 2795.199810 = -419177.179133
  nChanged 59
		SP:Iteration 15Q (50161.890000 sec): 3 clusters
  Score: Raw -422009.169525 + Penalty 2795.199810 = -419213.969715
  nChanged 44
		SP:Iteration 16Q (50162.100000 sec): 3 clusters
  Score: Raw -422033.439166 + Penalty 2795.199810 = -419238.239356
  nChanged 39
		SP:Iteration 17Q (50162.260000 sec): 3 clusters
  Score: Raw -422056.072034 + Penalty 2795.199810 = -419260.872224
  nChanged 27
		SP:Iteration 18Q (50162.450000 sec): 3 clusters
  Score: Raw -422070.493825 + Penalty 2795.199810 = -419275.294015
  nChanged 29
		SP:Iteration 19Q (50162.630000 sec): 3 clusters
  Score: Raw -422086.030315 + Penalty 2795.199810 = -419290.830506
  nChanged 20
		SP:Iteration 20F (50162.800000 sec): 3 clusters
  Score: Raw -422099.143349 + Penalty 2795.199810 = -419303.943539
  nChanged 15
		SP:Iteration 21Q (50162.960000 sec): 3 clusters
  Score: Raw -422107.497025 + Penalty 2795.199810 = -419312.297215
  nChanged 10
		SP:Iteration 22Q (50163.110000 sec): 3 clusters
  Score: Raw -422112.570070 + Penalty 2795.199810 = -419317.370260
  nChanged 11
		SP:Iteration 23Q (50163.300000 sec): 3 clusters
  Score: Raw -422120.189005 + Penalty 2795.199810 = -419324.989195
  nChanged 13
		SP:Iteration 24Q (50163.470000 sec): 3 clusters
  Score: Raw -422125.267357 + Penalty 2795.199810 = -419330.067547
  nChanged 13
		SP:Iteration 25Q (50163.650000 sec): 3 clusters
  Score: Raw -422131.092186 + Penalty 2795.199810 = -419335.892376
  nChanged 6
		SP:Iteration 26Q (50163.830000 sec): 3 clusters
  Score: Raw -422134.110404 + Penalty 2795.199810 = -419338.910594
  nChanged 8
		SP:Iteration 27Q (50164.000000 sec): 3 clusters
  Score: Raw -422138.815898 + Penalty 2795.199810 = -419343.616088
  nChanged 8
		SP:Iteration 28Q (50164.120000 sec): 3 clusters
  Score: Raw -422145.677253 + Penalty 2795.199810 = -419350.477443
  nChanged 10
		SP:Iteration 29Q (50164.260000 sec): 3 clusters
  Score: Raw -422155.744998 + Penalty 2795.199810 = -419360.545188
  nChanged 11
		SP:Iteration 30Q (50164.400000 sec): 3 clusters
  Score: Raw -422162.453381 + Penalty 2795.199810 = -419367.253571
  nChanged 6
		SP:Iteration 31Q (50164.540000 sec): 3 clusters
  Score: Raw -422165.096004 + Penalty 2795.199810 = -419369.896194
  nChanged 3
		SP:Iteration 32Q (50164.680000 sec): 3 clusters
  Score: Raw -422166.894080 + Penalty 2795.199810 = -419371.694270
  nChanged 2
		SP:Iteration 33Q (50164.830000 sec): 3 clusters
  Score: Raw -422168.236337 + Penalty 2795.199810 = -419373.036527
  nChanged 4
		SP:Iteration 34Q (50164.970000 sec): 3 clusters
  Score: Raw -422171.051060 + Penalty 2795.199810 = -419375.851250
  nChanged 7
		SP:Iteration 35Q (50165.110000 sec): 3 clusters
  Score: Raw -422176.873421 + Penalty 2795.199810 = -419381.673611
  nChanged 3
		SP:Iteration 36Q (50165.250000 sec): 3 clusters
  Score: Raw -422178.377815 + Penalty 2795.199810 = -419383.178005
  nChanged 1
		SP:Iteration 37Q (50165.390000 sec): 3 clusters
  Score: Raw -422178.633465 + Penalty 2795.199810 = -419383.433655
  nChanged 0
		SP:Iteration 38F (50165.530000 sec): 3 clusters
  Score: Raw -422178.633465 + Penalty 2795.199810 = -419383.433655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 54 (3262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50165.620000 sec): 2 clusters
  Score: Raw -260239.240851 + Penalty 1314.640565 = -258924.600286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50165.770000 sec): 3 clusters
  Score: Raw -258648.570932 + Penalty 2629.281130 = -256019.289802
  nChanged 1236
		SP:Iteration 1F (50165.910000 sec): 3 clusters
  Score: Raw -259321.020166 + Penalty 2629.281130 = -256691.739036
  nChanged 254
		SP:Iteration 2F (50166.060000 sec): 3 clusters
  Score: Raw -259483.672348 + Penalty 2629.281130 = -256854.391219
  nChanged 166
		SP:Iteration 3F (50166.210000 sec): 3 clusters
  Score: Raw -259578.186080 + Penalty 2629.281130 = -256948.904951
  nChanged 127
		SP:Iteration 4Q (50166.390000 sec): 3 clusters
  Score: Raw -259651.394709 + Penalty 2629.281130 = -257022.113579
  nChanged 123
		SP:Iteration 5Q (50166.560000 sec): 3 clusters
  Score: Raw -259742.402819 + Penalty 2629.281130 = -257113.121690
  nChanged 127
		SP:Iteration 6Q (50166.740000 sec): 3 clusters
  Score: Raw -259826.101423 + Penalty 2629.281130 = -257196.820294
  nChanged 143
		SP:Iteration 7Q (50166.920000 sec): 3 clusters
  Score: Raw -259919.555843 + Penalty 2629.281130 = -257290.274714
  nChanged 159
		SP:Iteration 8Q (50167.090000 sec): 3 clusters
  Score: Raw -260030.628951 + Penalty 2629.281130 = -257401.347821
  nChanged 161
		SP:Iteration 9Q (50167.270000 sec): 3 clusters
  Score: Raw -260155.416792 + Penalty 2629.281130 = -257526.135662
  nChanged 135
		SP:Iteration 10Q (50167.440000 sec): 3 clusters
  Score: Raw -260234.523463 + Penalty 2629.281130 = -257605.242333
  nChanged 101
		SP:Iteration 11Q (50167.620000 sec): 3 clusters
  Score: Raw -260300.130462 + Penalty 2629.281130 = -257670.849332
  nChanged 75
		SP:Iteration 12Q (50167.800000 sec): 3 clusters
  Score: Raw -260347.467920 + Penalty 2629.281130 = -257718.186791
  nChanged 57
		SP:Iteration 13Q (50167.970000 sec): 3 clusters
  Score: Raw -260381.961017 + Penalty 2629.281130 = -257752.679887
  nChanged 41
		SP:Iteration 14Q (50168.160000 sec): 3 clusters
  Score: Raw -260405.224761 + Penalty 2629.281130 = -257775.943631
  nChanged 34
		SP:Iteration 15Q (50168.320000 sec): 3 clusters
  Score: Raw -260423.380556 + Penalty 2629.281130 = -257794.099426
  nChanged 30
		SP:Iteration 16Q (50168.490000 sec): 3 clusters
  Score: Raw -260439.600041 + Penalty 2629.281130 = -257810.318911
  nChanged 21
		SP:Iteration 17Q (50168.670000 sec): 3 clusters
  Score: Raw -260452.434281 + Penalty 2629.281130 = -257823.153151
  nChanged 20
		SP:Iteration 18Q (50168.840000 sec): 3 clusters
  Score: Raw -260466.118318 + Penalty 2629.281130 = -257836.837189
  nChanged 19
		SP:Iteration 19Q (50169.020000 sec): 3 clusters
  Score: Raw -260476.132359 + Penalty 2629.281130 = -257846.851230
  nChanged 8
		SP:Iteration 20F (50169.240000 sec): 3 clusters
  Score: Raw -260478.841598 + Penalty 2629.281130 = -257849.560468
  nChanged 5
		SP:Iteration 21Q (50169.380000 sec): 3 clusters
  Score: Raw -260481.231862 + Penalty 2629.281130 = -257851.950732
  nChanged 7
		SP:Iteration 22Q (50169.520000 sec): 3 clusters
  Score: Raw -260484.368577 + Penalty 2629.281130 = -257855.087448
  nChanged 3
		SP:Iteration 23Q (50169.660000 sec): 3 clusters
  Score: Raw -260485.671631 + Penalty 2629.281130 = -257856.390501
  nChanged 3
		SP:Iteration 24Q (50169.810000 sec): 3 clusters
  Score: Raw -260487.395802 + Penalty 2629.281130 = -257858.114673
  nChanged 4
		SP:Iteration 25Q (50169.970000 sec): 3 clusters
  Score: Raw -260490.328999 + Penalty 2629.281130 = -257861.047869
  nChanged 5
		SP:Iteration 26Q (50170.130000 sec): 3 clusters
  Score: Raw -260493.293931 + Penalty 2629.281130 = -257864.012802
  nChanged 3
		SP:Iteration 27Q (50170.290000 sec): 3 clusters
  Score: Raw -260495.165793 + Penalty 2629.281130 = -257865.884663
  nChanged 5
		SP:Iteration 28Q (50170.450000 sec): 3 clusters
  Score: Raw -260497.076547 + Penalty 2629.281130 = -257867.795418
  nChanged 3
		SP:Iteration 29Q (50170.610000 sec): 3 clusters
  Score: Raw -260498.197853 + Penalty 2629.281130 = -257868.916723
  nChanged 2
		SP:Iteration 30Q (50170.770000 sec): 3 clusters
  Score: Raw -260499.151541 + Penalty 2629.281130 = -257869.870411
  nChanged 3
		SP:Iteration 31Q (50170.930000 sec): 3 clusters
  Score: Raw -260499.786038 + Penalty 2629.281130 = -257870.504908
  nChanged 0
		SP:Iteration 32F (50171.090000 sec): 3 clusters
  Score: Raw -260499.786038 + Penalty 2629.281130 = -257870.504908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 55 (2818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50171.210000 sec): 2 clusters
  Score: Raw -232968.456723 + Penalty 1290.864688 = -231677.592035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50171.350000 sec): 3 clusters
  Score: Raw -231645.119342 + Penalty 2581.729375 = -229063.389967
  nChanged 1031
		SP:Iteration 1F (50171.510000 sec): 3 clusters
  Score: Raw -232289.470186 + Penalty 2581.729375 = -229707.740811
  nChanged 253
		SP:Iteration 2F (50171.670000 sec): 3 clusters
  Score: Raw -232491.135557 + Penalty 2581.729375 = -229909.406182
  nChanged 181
		SP:Iteration 3F (50171.830000 sec): 3 clusters
  Score: Raw -232653.193037 + Penalty 2581.729375 = -230071.463662
  nChanged 186
		SP:Iteration 4F (50171.990000 sec): 3 clusters
  Score: Raw -232819.807250 + Penalty 2581.729375 = -230238.077875
  nChanged 150
		SP:Iteration 5F (50172.150000 sec): 3 clusters
  Score: Raw -232947.727099 + Penalty 2581.729375 = -230365.997724
  nChanged 136
		SP:Iteration 6Q (50172.310000 sec): 3 clusters
  Score: Raw -233050.552567 + Penalty 2581.729375 = -230468.823192
  nChanged 108
		SP:Iteration 7Q (50172.470000 sec): 3 clusters
  Score: Raw -233120.723088 + Penalty 2581.729375 = -230538.993713
  nChanged 81
		SP:Iteration 8Q (50172.630000 sec): 3 clusters
  Score: Raw -233171.470493 + Penalty 2581.729375 = -230589.741118
  nChanged 74
		SP:Iteration 9Q (50172.790000 sec): 3 clusters
  Score: Raw -233221.485588 + Penalty 2581.729375 = -230639.756213
  nChanged 63
		SP:Iteration 10Q (50172.950000 sec): 3 clusters
  Score: Raw -233260.781418 + Penalty 2581.729375 = -230679.052042
  nChanged 42
		SP:Iteration 11Q (50173.110000 sec): 3 clusters
  Score: Raw -233282.490576 + Penalty 2581.729375 = -230700.761201
  nChanged 29
		SP:Iteration 12Q (50173.270000 sec): 3 clusters
  Score: Raw -233296.909861 + Penalty 2581.729375 = -230715.180486
  nChanged 27
		SP:Iteration 13Q (50173.430000 sec): 3 clusters
  Score: Raw -233308.445170 + Penalty 2581.729375 = -230726.715795
  nChanged 17
		SP:Iteration 14Q (50173.590000 sec): 3 clusters
  Score: Raw -233314.671904 + Penalty 2581.729375 = -230732.942529
  nChanged 10
		SP:Iteration 15Q (50173.750000 sec): 3 clusters
  Score: Raw -233319.257716 + Penalty 2581.729375 = -230737.528341
  nChanged 9
		SP:Iteration 16Q (50173.910000 sec): 3 clusters
  Score: Raw -233323.198952 + Penalty 2581.729375 = -230741.469577
  nChanged 9
		SP:Iteration 17Q (50174.070000 sec): 3 clusters
  Score: Raw -233326.282499 + Penalty 2581.729375 = -230744.553123
  nChanged 8
		SP:Iteration 18Q (50174.230000 sec): 3 clusters
  Score: Raw -233328.380413 + Penalty 2581.729375 = -230746.651038
  nChanged 5
		SP:Iteration 19Q (50174.390000 sec): 3 clusters
  Score: Raw -233329.849903 + Penalty 2581.729375 = -230748.120528
  nChanged 8
		SP:Iteration 20F (50174.570000 sec): 3 clusters
  Score: Raw -233332.242305 + Penalty 2581.729375 = -230750.512930
  nChanged 9
		SP:Iteration 21Q (50174.750000 sec): 3 clusters
  Score: Raw -233334.382372 + Penalty 2581.729375 = -230752.652997
  nChanged 5
		SP:Iteration 22Q (50174.920000 sec): 3 clusters
  Score: Raw -233336.284007 + Penalty 2581.729375 = -230754.554632
  nChanged 9
		SP:Iteration 23Q (50175.100000 sec): 3 clusters
  Score: Raw -233339.751551 + Penalty 2581.729375 = -230758.022176
  nChanged 10
		SP:Iteration 24Q (50175.270000 sec): 3 clusters
  Score: Raw -233343.688177 + Penalty 2581.729375 = -230761.958802
  nChanged 11
		SP:Iteration 25Q (50175.440000 sec): 3 clusters
  Score: Raw -233349.456557 + Penalty 2581.729375 = -230767.727182
  nChanged 13
		SP:Iteration 26Q (50175.600000 sec): 3 clusters
  Score: Raw -233355.098301 + Penalty 2581.729375 = -230773.368926
  nChanged 15
		SP:Iteration 27Q (50175.770000 sec): 3 clusters
  Score: Raw -233363.134118 + Penalty 2581.729375 = -230781.404743
  nChanged 16
		SP:Iteration 28Q (50175.950000 sec): 3 clusters
  Score: Raw -233369.406055 + Penalty 2581.729375 = -230787.676680
  nChanged 17
		SP:Iteration 29Q (50176.130000 sec): 3 clusters
  Score: Raw -233374.196493 + Penalty 2581.729375 = -230792.467118
  nChanged 2
		SP:Iteration 30Q (50176.300000 sec): 3 clusters
  Score: Raw -233374.785943 + Penalty 2581.729375 = -230793.056568
  nChanged 2
		SP:Iteration 31Q (50176.480000 sec): 3 clusters
  Score: Raw -233376.238826 + Penalty 2581.729375 = -230794.509451
  nChanged 7
		SP:Iteration 32Q (50176.650000 sec): 3 clusters
  Score: Raw -233379.208855 + Penalty 2581.729375 = -230797.479480
  nChanged 7
		SP:Iteration 33Q (50176.830000 sec): 3 clusters
  Score: Raw -233381.206421 + Penalty 2581.729375 = -230799.477046
  nChanged 2
		SP:Iteration 34Q (50177.010000 sec): 3 clusters
  Score: Raw -233382.110994 + Penalty 2581.729375 = -230800.381619
  nChanged 4
		SP:Iteration 35Q (50177.180000 sec): 3 clusters
  Score: Raw -233384.209520 + Penalty 2581.729375 = -230802.480145
  nChanged 2
		SP:Iteration 36Q (50177.360000 sec): 3 clusters
  Score: Raw -233384.760688 + Penalty 2581.729375 = -230803.031312
  nChanged 2
		SP:Iteration 37Q (50177.530000 sec): 3 clusters
  Score: Raw -233385.372854 + Penalty 2581.729375 = -230803.643478
  nChanged 2
		SP:Iteration 38Q (50177.710000 sec): 3 clusters
  Score: Raw -233386.959570 + Penalty 2581.729375 = -230805.230195
  nChanged 2
		SP:Iteration 39Q (50177.890000 sec): 3 clusters
  Score: Raw -233387.685934 + Penalty 2581.729375 = -230805.956559
  nChanged 1
		SP:Iteration 40F (50178.060000 sec): 3 clusters
  Score: Raw -233388.265708 + Penalty 2581.729375 = -230806.536333
  nChanged 2
		SP:Iteration 41Q (50178.240000 sec): 3 clusters
  Score: Raw -233389.242011 + Penalty 2581.729375 = -230807.512636
  nChanged 3
		SP:Iteration 42Q (50178.410000 sec): 3 clusters
  Score: Raw -233390.444091 + Penalty 2581.729375 = -230808.714716
  nChanged 3
		SP:Iteration 43Q (50178.590000 sec): 3 clusters
  Score: Raw -233392.005102 + Penalty 2581.729375 = -230810.275727
  nChanged 3
		SP:Iteration 44Q (50178.770000 sec): 3 clusters
  Score: Raw -233393.428469 + Penalty 2581.729375 = -230811.699094
  nChanged 4
		SP:Iteration 45Q (50178.940000 sec): 3 clusters
  Score: Raw -233394.659569 + Penalty 2581.729375 = -230812.930193
  nChanged 2
		SP:Iteration 46Q (50179.110000 sec): 3 clusters
  Score: Raw -233395.637462 + Penalty 2581.729375 = -230813.908087
  nChanged 0
		SP:Iteration 47F (50179.290000 sec): 3 clusters
  Score: Raw -233395.637462 + Penalty 2581.729375 = -230813.908087
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 56 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50179.380000 sec): 2 clusters
  Score: Raw -43801.743274 + Penalty 1029.734181 = -42772.009093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50179.550000 sec): 3 clusters
  Score: Raw -43772.431597 + Penalty 2059.468363 = -41712.963234
  nChanged 144
		SP:Iteration 1F (50179.730000 sec): 3 clusters
  Score: Raw -44088.434658 + Penalty 2059.468363 = -42028.966295
  nChanged 55
		SP:Iteration 2F (50179.910000 sec): 3 clusters
  Score: Raw -44340.786692 + Penalty 2059.468363 = -42281.318330
  nChanged 39
		SP:Iteration 3F (50180.080000 sec): 3 clusters
  Score: Raw -44467.816114 + Penalty 2059.468363 = -42408.347751
  nChanged 35
		SP:Iteration 4F (50180.260000 sec): 3 clusters
  Score: Raw -44564.549635 + Penalty 2059.468363 = -42505.081272
  nChanged 29
		SP:Iteration 5F (50180.430000 sec): 3 clusters
  Score: Raw -44626.366822 + Penalty 2059.468363 = -42566.898460
  nChanged 21
		SP:Iteration 6Q (50180.610000 sec): 3 clusters
  Score: Raw -44682.657978 + Penalty 2059.468363 = -42623.189615
  nChanged 12
		SP:Iteration 7Q (50180.790000 sec): 3 clusters
  Score: Raw -44709.416015 + Penalty 2059.468363 = -42649.947653
  nChanged 8
		SP:Iteration 8Q (50180.960000 sec): 3 clusters
  Score: Raw -44728.327475 + Penalty 2059.468363 = -42668.859113
  nChanged 4
		SP:Iteration 9Q (50181.140000 sec): 3 clusters
  Score: Raw -44735.983090 + Penalty 2059.468363 = -42676.514727
  nChanged 2
		SP:Iteration 10Q (50181.310000 sec): 3 clusters
  Score: Raw -44738.753306 + Penalty 2059.468363 = -42679.284943
  nChanged 4
		SP:Iteration 11Q (50181.490000 sec): 3 clusters
  Score: Raw -44745.148297 + Penalty 2059.468363 = -42685.679934
  nChanged 3
		SP:Iteration 12Q (50181.660000 sec): 3 clusters
  Score: Raw -44750.249085 + Penalty 2059.468363 = -42690.780722
  nChanged 2
		SP:Iteration 13Q (50181.840000 sec): 3 clusters
  Score: Raw -44755.277210 + Penalty 2059.468363 = -42695.808847
  nChanged 1
		SP:Iteration 14Q (50182.010000 sec): 3 clusters
  Score: Raw -44757.306569 + Penalty 2059.468363 = -42697.838206
  nChanged 0
		SP:Iteration 15F (50182.190000 sec): 3 clusters
  Score: Raw -44757.306569 + Penalty 2059.468363 = -42697.838206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 57 (3301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50182.300000 sec): 2 clusters
  Score: Raw -227322.651222 + Penalty 1316.571869 = -226006.079353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50182.460000 sec): 3 clusters
  Score: Raw -225763.455941 + Penalty 2633.143738 = -223130.312203
  nChanged 1301
		SP:Iteration 1F (50182.620000 sec): 3 clusters
  Score: Raw -226684.162568 + Penalty 2633.143738 = -224051.018830
  nChanged 299
		SP:Iteration 2F (50182.780000 sec): 3 clusters
  Score: Raw -226947.091707 + Penalty 2633.143738 = -224313.947969
  nChanged 211
		SP:Iteration 3F (50182.940000 sec): 3 clusters
  Score: Raw -227127.324800 + Penalty 2633.143738 = -224494.181062
  nChanged 156
		SP:Iteration 4Q (50183.100000 sec): 3 clusters
  Score: Raw -227238.623854 + Penalty 2633.143738 = -224605.480116
  nChanged 135
		SP:Iteration 5Q (50183.260000 sec): 3 clusters
  Score: Raw -227334.450188 + Penalty 2633.143738 = -224701.306450
  nChanged 105
		SP:Iteration 6Q (50183.420000 sec): 3 clusters
  Score: Raw -227409.881444 + Penalty 2633.143738 = -224776.737706
  nChanged 89
		SP:Iteration 7Q (50183.580000 sec): 3 clusters
  Score: Raw -227483.830935 + Penalty 2633.143738 = -224850.687197
  nChanged 97
		SP:Iteration 8Q (50183.740000 sec): 3 clusters
  Score: Raw -227555.994268 + Penalty 2633.143738 = -224922.850531
  nChanged 81
		SP:Iteration 9Q (50183.900000 sec): 3 clusters
  Score: Raw -227622.231463 + Penalty 2633.143738 = -224989.087725
  nChanged 85
		SP:Iteration 10Q (50184.060000 sec): 3 clusters
  Score: Raw -227679.547090 + Penalty 2633.143738 = -225046.403352
  nChanged 68
		SP:Iteration 11Q (50184.220000 sec): 3 clusters
  Score: Raw -227727.458645 + Penalty 2633.143738 = -225094.314908
  nChanged 60
		SP:Iteration 12Q (50184.380000 sec): 3 clusters
  Score: Raw -227767.740683 + Penalty 2633.143738 = -225134.596946
  nChanged 48
		SP:Iteration 13Q (50184.540000 sec): 3 clusters
  Score: Raw -227794.889940 + Penalty 2633.143738 = -225161.746202
  nChanged 45
		SP:Iteration 14Q (50184.700000 sec): 3 clusters
  Score: Raw -227817.394242 + Penalty 2633.143738 = -225184.250504
  nChanged 43
		SP:Iteration 15Q (50184.860000 sec): 3 clusters
  Score: Raw -227832.812170 + Penalty 2633.143738 = -225199.668432
  nChanged 28
		SP:Iteration 16Q (50185.020000 sec): 3 clusters
  Score: Raw -227845.430107 + Penalty 2633.143738 = -225212.286369
  nChanged 31
		SP:Iteration 17Q (50185.180000 sec): 3 clusters
  Score: Raw -227861.186276 + Penalty 2633.143738 = -225228.042538
  nChanged 32
		SP:Iteration 18Q (50185.340000 sec): 3 clusters
  Score: Raw -227879.885025 + Penalty 2633.143738 = -225246.741287
  nChanged 38
		SP:Iteration 19Q (50185.500000 sec): 3 clusters
  Score: Raw -227902.363433 + Penalty 2633.143738 = -225269.219696
  nChanged 48
		SP:Iteration 20F (50185.660000 sec): 3 clusters
  Score: Raw -227930.131122 + Penalty 2633.143738 = -225296.987384
  nChanged 39
		SP:Iteration 21Q (50185.820000 sec): 3 clusters
  Score: Raw -227959.283745 + Penalty 2633.143738 = -225326.140007
  nChanged 36
		SP:Iteration 22Q (50185.980000 sec): 3 clusters
  Score: Raw -227985.442113 + Penalty 2633.143738 = -225352.298375
  nChanged 39
		SP:Iteration 23Q (50186.130000 sec): 3 clusters
  Score: Raw -228012.605081 + Penalty 2633.143738 = -225379.461343
  nChanged 41
		SP:Iteration 24Q (50186.290000 sec): 3 clusters
  Score: Raw -228043.684906 + Penalty 2633.143738 = -225410.541168
  nChanged 37
		SP:Iteration 25Q (50186.450000 sec): 3 clusters
  Score: Raw -228074.332417 + Penalty 2633.143738 = -225441.188679
  nChanged 38
		SP:Iteration 26Q (50186.610000 sec): 3 clusters
  Score: Raw -228090.713635 + Penalty 2633.143738 = -225457.569897
  nChanged 29
		SP:Iteration 27Q (50186.770000 sec): 3 clusters
  Score: Raw -228099.244946 + Penalty 2633.143738 = -225466.101208
  nChanged 19
		SP:Iteration 28Q (50186.930000 sec): 3 clusters
  Score: Raw -228104.999077 + Penalty 2633.143738 = -225471.855339
  nChanged 18
		SP:Iteration 29Q (50187.090000 sec): 3 clusters
  Score: Raw -228115.218220 + Penalty 2633.143738 = -225482.074482
  nChanged 18
		SP:Iteration 30Q (50187.250000 sec): 3 clusters
  Score: Raw -228122.611521 + Penalty 2633.143738 = -225489.467783
  nChanged 14
		SP:Iteration 31Q (50187.410000 sec): 3 clusters
  Score: Raw -228128.288501 + Penalty 2633.143738 = -225495.144763
  nChanged 16
		SP:Iteration 32Q (50187.570000 sec): 3 clusters
  Score: Raw -228136.051238 + Penalty 2633.143738 = -225502.907500
  nChanged 19
		SP:Iteration 33Q (50187.730000 sec): 3 clusters
  Score: Raw -228145.078129 + Penalty 2633.143738 = -225511.934391
  nChanged 21
		SP:Iteration 34Q (50187.890000 sec): 3 clusters
  Score: Raw -228155.548392 + Penalty 2633.143738 = -225522.404654
  nChanged 22
		SP:Iteration 35Q (50188.050000 sec): 3 clusters
  Score: Raw -228165.984563 + Penalty 2633.143738 = -225532.840825
  nChanged 18
		SP:Iteration 36Q (50188.210000 sec): 3 clusters
  Score: Raw -228176.697180 + Penalty 2633.143738 = -225543.553442
  nChanged 23
		SP:Iteration 37Q (50188.370000 sec): 3 clusters
  Score: Raw -228192.114828 + Penalty 2633.143738 = -225558.971090
  nChanged 24
		SP:Iteration 38Q (50188.540000 sec): 3 clusters
  Score: Raw -228202.013267 + Penalty 2633.143738 = -225568.869529
  nChanged 21
		SP:Iteration 39Q (50188.720000 sec): 3 clusters
  Score: Raw -228212.172504 + Penalty 2633.143738 = -225579.028766
  nChanged 19
		SP:Iteration 40F (50188.890000 sec): 3 clusters
  Score: Raw -228221.848722 + Penalty 2633.143738 = -225588.704984
  nChanged 21
		SP:Iteration 41Q (50189.070000 sec): 3 clusters
  Score: Raw -228235.159847 + Penalty 2633.143738 = -225602.016109
  nChanged 21
		SP:Iteration 42Q (50189.250000 sec): 3 clusters
  Score: Raw -228248.509540 + Penalty 2633.143738 = -225615.365802
  nChanged 17
		SP:Iteration 43Q (50189.420000 sec): 3 clusters
  Score: Raw -228259.280494 + Penalty 2633.143738 = -225626.136756
  nChanged 22
		SP:Iteration 44Q (50189.600000 sec): 3 clusters
  Score: Raw -228269.704257 + Penalty 2633.143738 = -225636.560519
  nChanged 17
		SP:Iteration 45Q (50189.770000 sec): 3 clusters
  Score: Raw -228277.000750 + Penalty 2633.143738 = -225643.857012
  nChanged 14
		SP:Iteration 46Q (50189.950000 sec): 3 clusters
  Score: Raw -228281.462556 + Penalty 2633.143738 = -225648.318818
  nChanged 8
		SP:Iteration 47Q (50190.130000 sec): 3 clusters
  Score: Raw -228283.929243 + Penalty 2633.143738 = -225650.785505
  nChanged 6
		SP:Iteration 48Q (50190.300000 sec): 3 clusters
  Score: Raw -228286.241575 + Penalty 2633.143738 = -225653.097837
  nChanged 6
		SP:Iteration 49Q (50190.480000 sec): 3 clusters
  Score: Raw -228287.840098 + Penalty 2633.143738 = -225654.696360
  nChanged 5
		SP:Iteration 50Q (50190.650000 sec): 3 clusters
  Score: Raw -228289.540623 + Penalty 2633.143738 = -225656.396885
  nChanged 5
		SP:Iteration 51Q (50190.830000 sec): 3 clusters
  Score: Raw -228290.391937 + Penalty 2633.143738 = -225657.248199
  nChanged 1
		SP:Iteration 52Q (50191.010000 sec): 3 clusters
  Score: Raw -228290.493112 + Penalty 2633.143738 = -225657.349374
  nChanged 0
		SP:Iteration 53F (50191.180000 sec): 3 clusters
  Score: Raw -228290.493112 + Penalty 2633.143738 = -225657.349374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 58 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50191.260000 sec): 2 clusters
  Score: Raw -114891.106232 + Penalty 1199.595209 = -113691.511023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50191.420000 sec): 3 clusters
  Score: Raw -114291.713297 + Penalty 2399.190419 = -111892.522878
  nChanged 548
		SP:Iteration 1F (50191.580000 sec): 3 clusters
  Score: Raw -114765.131564 + Penalty 2399.190419 = -112365.941145
  nChanged 135
		SP:Iteration 2F (50191.750000 sec): 3 clusters
  Score: Raw -114898.610568 + Penalty 2399.190419 = -112499.420149
  nChanged 77
		SP:Iteration 3Q (50191.930000 sec): 3 clusters
  Score: Raw -114969.824816 + Penalty 2399.190419 = -112570.634398
  nChanged 57
		SP:Iteration 4Q (50192.100000 sec): 3 clusters
  Score: Raw -115032.168268 + Penalty 2399.190419 = -112632.977849
  nChanged 50
		SP:Iteration 5Q (50192.270000 sec): 3 clusters
  Score: Raw -115072.316485 + Penalty 2399.190419 = -112673.126067
  nChanged 30
		SP:Iteration 6Q (50192.450000 sec): 3 clusters
  Score: Raw -115103.198810 + Penalty 2399.190419 = -112704.008391
  nChanged 39
		SP:Iteration 7Q (50192.620000 sec): 3 clusters
  Score: Raw -115133.343823 + Penalty 2399.190419 = -112734.153404
  nChanged 21
		SP:Iteration 8Q (50192.790000 sec): 3 clusters
  Score: Raw -115147.655510 + Penalty 2399.190419 = -112748.465091
  nChanged 17
		SP:Iteration 9Q (50192.970000 sec): 3 clusters
  Score: Raw -115161.253546 + Penalty 2399.190419 = -112762.063127
  nChanged 18
		SP:Iteration 10Q (50193.140000 sec): 3 clusters
  Score: Raw -115177.727075 + Penalty 2399.190419 = -112778.536657
  nChanged 21
		SP:Iteration 11Q (50193.310000 sec): 3 clusters
  Score: Raw -115193.487685 + Penalty 2399.190419 = -112794.297267
  nChanged 16
		SP:Iteration 12Q (50193.490000 sec): 3 clusters
  Score: Raw -115211.019051 + Penalty 2399.190419 = -112811.828632
  nChanged 14
		SP:Iteration 13Q (50193.660000 sec): 3 clusters
  Score: Raw -115222.484199 + Penalty 2399.190419 = -112823.293780
  nChanged 12
		SP:Iteration 14Q (50193.830000 sec): 3 clusters
  Score: Raw -115232.310987 + Penalty 2399.190419 = -112833.120568
  nChanged 17
		SP:Iteration 15Q (50194.010000 sec): 3 clusters
  Score: Raw -115244.645349 + Penalty 2399.190419 = -112845.454930
  nChanged 10
		SP:Iteration 16Q (50194.180000 sec): 3 clusters
  Score: Raw -115252.741942 + Penalty 2399.190419 = -112853.551523
  nChanged 10
		SP:Iteration 17Q (50194.350000 sec): 3 clusters
  Score: Raw -115259.147053 + Penalty 2399.190419 = -112859.956634
  nChanged 9
		SP:Iteration 18Q (50194.530000 sec): 3 clusters
  Score: Raw -115266.081259 + Penalty 2399.190419 = -112866.890840
  nChanged 13
		SP:Iteration 19Q (50194.700000 sec): 3 clusters
  Score: Raw -115276.033586 + Penalty 2399.190419 = -112876.843167
  nChanged 8
		SP:Iteration 20F (50194.870000 sec): 3 clusters
  Score: Raw -115279.415430 + Penalty 2399.190419 = -112880.225011
  nChanged 4
		SP:Iteration 21Q (50195.050000 sec): 3 clusters
  Score: Raw -115282.466757 + Penalty 2399.190419 = -112883.276338
  nChanged 4
		SP:Iteration 22Q (50195.220000 sec): 3 clusters
  Score: Raw -115284.883395 + Penalty 2399.190419 = -112885.692977
  nChanged 2
		SP:Iteration 23Q (50195.390000 sec): 3 clusters
  Score: Raw -115286.295569 + Penalty 2399.190419 = -112887.105150
  nChanged 2
		SP:Iteration 24Q (50195.570000 sec): 3 clusters
  Score: Raw -115288.092367 + Penalty 2399.190419 = -112888.901948
  nChanged 0
		SP:Iteration 25F (50195.740000 sec): 3 clusters
  Score: Raw -115288.092367 + Penalty 2399.190419 = -112888.901948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 59 (2701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50195.850000 sec): 2 clusters
  Score: Raw -224999.498898 + Penalty 1283.973820 = -223715.525078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50196.030000 sec): 3 clusters
  Score: Raw -223743.423380 + Penalty 2567.947640 = -221175.475740
  nChanged 1007
		SP:Iteration 1F (50196.210000 sec): 3 clusters
  Score: Raw -224424.933911 + Penalty 2567.947640 = -221856.986271
  nChanged 234
		SP:Iteration 2F (50196.380000 sec): 3 clusters
  Score: Raw -224618.917135 + Penalty 2567.947640 = -222050.969495
  nChanged 184
		SP:Iteration 3F (50196.550000 sec): 3 clusters
  Score: Raw -224780.417747 + Penalty 2567.947640 = -222212.470107
  nChanged 142
		SP:Iteration 4F (50196.730000 sec): 3 clusters
  Score: Raw -224916.555687 + Penalty 2567.947640 = -222348.608047
  nChanged 132
		SP:Iteration 5Q (50196.900000 sec): 3 clusters
  Score: Raw -225055.651894 + Penalty 2567.947640 = -222487.704254
  nChanged 119
		SP:Iteration 6Q (50197.070000 sec): 3 clusters
  Score: Raw -225169.288386 + Penalty 2567.947640 = -222601.340746
  nChanged 117
		SP:Iteration 7Q (50197.250000 sec): 3 clusters
  Score: Raw -225291.751487 + Penalty 2567.947640 = -222723.803847
  nChanged 95
		SP:Iteration 8Q (50197.420000 sec): 3 clusters
  Score: Raw -225414.275784 + Penalty 2567.947640 = -222846.328144
  nChanged 83
		SP:Iteration 9Q (50197.590000 sec): 3 clusters
  Score: Raw -225508.582902 + Penalty 2567.947640 = -222940.635262
  nChanged 66
		SP:Iteration 10Q (50197.770000 sec): 3 clusters
  Score: Raw -225567.705105 + Penalty 2567.947640 = -222999.757465
  nChanged 41
		SP:Iteration 11Q (50197.940000 sec): 3 clusters
  Score: Raw -225600.159846 + Penalty 2567.947640 = -223032.212206
  nChanged 22
		SP:Iteration 12Q (50198.120000 sec): 3 clusters
  Score: Raw -225614.681437 + Penalty 2567.947640 = -223046.733797
  nChanged 23
		SP:Iteration 13Q (50198.300000 sec): 3 clusters
  Score: Raw -225628.572491 + Penalty 2567.947640 = -223060.624851
  nChanged 22
		SP:Iteration 14Q (50198.470000 sec): 3 clusters
  Score: Raw -225645.072211 + Penalty 2567.947640 = -223077.124571
  nChanged 14
		SP:Iteration 15Q (50198.650000 sec): 3 clusters
  Score: Raw -225655.731999 + Penalty 2567.947640 = -223087.784359
  nChanged 17
		SP:Iteration 16Q (50198.820000 sec): 3 clusters
  Score: Raw -225665.543490 + Penalty 2567.947640 = -223097.595850
  nChanged 18
		SP:Iteration 17Q (50199.000000 sec): 3 clusters
  Score: Raw -225674.377539 + Penalty 2567.947640 = -223106.429899
  nChanged 11
		SP:Iteration 18Q (50199.180000 sec): 3 clusters
  Score: Raw -225678.749015 + Penalty 2567.947640 = -223110.801375
  nChanged 4
		SP:Iteration 19Q (50199.350000 sec): 3 clusters
  Score: Raw -225681.784424 + Penalty 2567.947640 = -223113.836784
  nChanged 5
		SP:Iteration 20F (50199.530000 sec): 3 clusters
  Score: Raw -225684.657746 + Penalty 2567.947640 = -223116.710106
  nChanged 4
		SP:Iteration 21Q (50199.700000 sec): 3 clusters
  Score: Raw -225687.609072 + Penalty 2567.947640 = -223119.661432
  nChanged 5
		SP:Iteration 22Q (50199.880000 sec): 3 clusters
  Score: Raw -225689.865478 + Penalty 2567.947640 = -223121.917838
  nChanged 5
		SP:Iteration 23Q (50200.060000 sec): 3 clusters
  Score: Raw -225691.568763 + Penalty 2567.947640 = -223123.621123
  nChanged 4
		SP:Iteration 24Q (50200.230000 sec): 3 clusters
  Score: Raw -225693.171106 + Penalty 2567.947640 = -223125.223466
  nChanged 3
		SP:Iteration 25Q (50200.410000 sec): 3 clusters
  Score: Raw -225694.728341 + Penalty 2567.947640 = -223126.780701
  nChanged 3
		SP:Iteration 26Q (50200.580000 sec): 3 clusters
  Score: Raw -225695.867117 + Penalty 2567.947640 = -223127.919477
  nChanged 3
		SP:Iteration 27Q (50200.760000 sec): 3 clusters
  Score: Raw -225696.770578 + Penalty 2567.947640 = -223128.822938
  nChanged 4
		SP:Iteration 28Q (50200.940000 sec): 3 clusters
  Score: Raw -225698.355412 + Penalty 2567.947640 = -223130.407772
  nChanged 4
		SP:Iteration 29Q (50201.110000 sec): 3 clusters
  Score: Raw -225700.872732 + Penalty 2567.947640 = -223132.925092
  nChanged 6
		SP:Iteration 30Q (50201.290000 sec): 3 clusters
  Score: Raw -225703.828629 + Penalty 2567.947640 = -223135.880989
  nChanged 8
		SP:Iteration 31Q (50201.460000 sec): 3 clusters
  Score: Raw -225707.056052 + Penalty 2567.947640 = -223139.108412
  nChanged 3
		SP:Iteration 32Q (50201.640000 sec): 3 clusters
  Score: Raw -225708.965353 + Penalty 2567.947640 = -223141.017713
  nChanged 6
		SP:Iteration 33Q (50201.820000 sec): 3 clusters
  Score: Raw -225711.686413 + Penalty 2567.947640 = -223143.738773
  nChanged 5
		SP:Iteration 34Q (50201.990000 sec): 3 clusters
  Score: Raw -225714.291363 + Penalty 2567.947640 = -223146.343723
  nChanged 4
		SP:Iteration 35Q (50202.170000 sec): 3 clusters
  Score: Raw -225717.276766 + Penalty 2567.947640 = -223149.329126
  nChanged 6
		SP:Iteration 36Q (50202.340000 sec): 3 clusters
  Score: Raw -225720.335370 + Penalty 2567.947640 = -223152.387730
  nChanged 4
		SP:Iteration 37Q (50202.520000 sec): 3 clusters
  Score: Raw -225723.215979 + Penalty 2567.947640 = -223155.268339
  nChanged 7
		SP:Iteration 38Q (50202.700000 sec): 3 clusters
  Score: Raw -225725.950068 + Penalty 2567.947640 = -223158.002428
  nChanged 4
		SP:Iteration 39Q (50202.870000 sec): 3 clusters
  Score: Raw -225727.371122 + Penalty 2567.947640 = -223159.423482
  nChanged 5
		SP:Iteration 40F (50203.040000 sec): 3 clusters
  Score: Raw -225729.210834 + Penalty 2567.947640 = -223161.263194
  nChanged 4
		SP:Iteration 41Q (50203.220000 sec): 3 clusters
  Score: Raw -225730.702388 + Penalty 2567.947640 = -223162.754748
  nChanged 3
		SP:Iteration 42Q (50203.400000 sec): 3 clusters
  Score: Raw -225731.847072 + Penalty 2567.947640 = -223163.899432
  nChanged 1
		SP:Iteration 43Q (50203.570000 sec): 3 clusters
  Score: Raw -225732.522054 + Penalty 2567.947640 = -223164.574415
  nChanged 2
		SP:Iteration 44Q (50203.750000 sec): 3 clusters
  Score: Raw -225733.330171 + Penalty 2567.947640 = -223165.382531
  nChanged 1
		SP:Iteration 45Q (50203.920000 sec): 3 clusters
  Score: Raw -225733.761539 + Penalty 2567.947640 = -223165.813899
  nChanged 1
		SP:Iteration 46Q (50204.100000 sec): 3 clusters
  Score: Raw -225734.127035 + Penalty 2567.947640 = -223166.179395
  nChanged 1
		SP:Iteration 47Q (50204.270000 sec): 3 clusters
  Score: Raw -225734.351205 + Penalty 2567.947640 = -223166.403566
  nChanged 0
		SP:Iteration 48F (50204.430000 sec): 3 clusters
  Score: Raw -225734.351205 + Penalty 2567.947640 = -223166.403566
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 60 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50204.510000 sec): 2 clusters
  Score: Raw -15628.287346 + Penalty 862.593501 = -14765.693846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50204.680000 sec): 3 clusters
  Score: Raw -15744.133168 + Penalty 1725.187002 = -14018.946167
  nChanged 24
		SP:Iteration 1F (50204.860000 sec): 3 clusters
  Score: Raw -15835.096447 + Penalty 1725.187002 = -14109.909445
  nChanged 9
		SP:Iteration 2Q (50205.040000 sec): 3 clusters
  Score: Raw -15857.730946 + Penalty 1725.187002 = -14132.543945
  nChanged 4
		SP:Iteration 3Q (50205.210000 sec): 3 clusters
  Score: Raw -15870.022227 + Penalty 1725.187002 = -14144.835226
  nChanged 2
		SP:Iteration 4Q (50205.390000 sec): 3 clusters
  Score: Raw -15877.378423 + Penalty 1725.187002 = -14152.191422
  nChanged 0
		SP:Iteration 5F (50205.560000 sec): 3 clusters
  Score: Raw -15877.378423 + Penalty 1725.187002 = -14152.191422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 61 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50205.650000 sec): 2 clusters
  Score: Raw -33503.084962 + Penalty 998.430166 = -32504.654796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50205.830000 sec): 3 clusters
  Score: Raw -33440.571555 + Penalty 1996.860331 = -31443.711224
  nChanged 97
		SP:Iteration 1F (50206.000000 sec): 3 clusters
  Score: Raw -33603.727099 + Penalty 1996.860331 = -31606.866768
  nChanged 27
		SP:Iteration 2F (50206.180000 sec): 3 clusters
  Score: Raw -33650.801284 + Penalty 1996.860331 = -31653.940953
  nChanged 12
		SP:Iteration 3Q (50206.360000 sec): 3 clusters
  Score: Raw -33672.351457 + Penalty 1996.860331 = -31675.491126
  nChanged 7
		SP:Iteration 4Q (50206.530000 sec): 3 clusters
  Score: Raw -33686.139574 + Penalty 1996.860331 = -31689.279243
  nChanged 5
		SP:Iteration 5Q (50206.710000 sec): 3 clusters
  Score: Raw -33701.474428 + Penalty 1996.860331 = -31704.614097
  nChanged 7
		SP:Iteration 6Q (50206.880000 sec): 3 clusters
  Score: Raw -33720.071965 + Penalty 1996.860331 = -31723.211634
  nChanged 3
		SP:Iteration 7Q (50207.060000 sec): 3 clusters
  Score: Raw -33726.781576 + Penalty 1996.860331 = -31729.921245
  nChanged 4
		SP:Iteration 8Q (50207.230000 sec): 3 clusters
  Score: Raw -33734.566714 + Penalty 1996.860331 = -31737.706383
  nChanged 2
		SP:Iteration 9Q (50207.400000 sec): 3 clusters
  Score: Raw -33738.439556 + Penalty 1996.860331 = -31741.579225
  nChanged 2
		SP:Iteration 10Q (50207.580000 sec): 3 clusters
  Score: Raw -33743.193154 + Penalty 1996.860331 = -31746.332823
  nChanged 1
		SP:Iteration 11Q (50207.760000 sec): 3 clusters
  Score: Raw -33743.806514 + Penalty 1996.860331 = -31746.946183
  nChanged 0
		SP:Iteration 12F (50207.930000 sec): 3 clusters
  Score: Raw -33743.806514 + Penalty 1996.860331 = -31746.946183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 62 (1453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50208.020000 sec): 2 clusters
  Score: Raw -119141.679302 + Penalty 1183.225170 = -117958.454132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50208.200000 sec): 3 clusters
  Score: Raw -118577.041108 + Penalty 2366.450341 = -116210.590767
  nChanged 495
		SP:Iteration 1F (50208.370000 sec): 3 clusters
  Score: Raw -118919.050124 + Penalty 2366.450341 = -116552.599784
  nChanged 119
		SP:Iteration 2F (50208.550000 sec): 3 clusters
  Score: Raw -119021.511906 + Penalty 2366.450341 = -116655.061566
  nChanged 73
		SP:Iteration 3F (50208.720000 sec): 3 clusters
  Score: Raw -119077.660905 + Penalty 2366.450341 = -116711.210565
  nChanged 47
		SP:Iteration 4Q (50208.900000 sec): 3 clusters
  Score: Raw -119117.111215 + Penalty 2366.450341 = -116750.660874
  nChanged 30
		SP:Iteration 5Q (50209.080000 sec): 3 clusters
  Score: Raw -119137.943471 + Penalty 2366.450341 = -116771.493130
  nChanged 19
		SP:Iteration 6Q (50209.250000 sec): 3 clusters
  Score: Raw -119152.051557 + Penalty 2366.450341 = -116785.601217
  nChanged 20
		SP:Iteration 7Q (50209.430000 sec): 3 clusters
  Score: Raw -119163.543167 + Penalty 2366.450341 = -116797.092826
  nChanged 12
		SP:Iteration 8Q (50209.600000 sec): 3 clusters
  Score: Raw -119169.403833 + Penalty 2366.450341 = -116802.953492
  nChanged 6
		SP:Iteration 9Q (50209.780000 sec): 3 clusters
  Score: Raw -119173.129455 + Penalty 2366.450341 = -116806.679114
  nChanged 8
		SP:Iteration 10Q (50209.960000 sec): 3 clusters
  Score: Raw -119178.714158 + Penalty 2366.450341 = -116812.263818
  nChanged 8
		SP:Iteration 11Q (50210.130000 sec): 3 clusters
  Score: Raw -119184.642161 + Penalty 2366.450341 = -116818.191821
  nChanged 9
		SP:Iteration 12Q (50210.310000 sec): 3 clusters
  Score: Raw -119191.712515 + Penalty 2366.450341 = -116825.262174
  nChanged 8
		SP:Iteration 13Q (50210.480000 sec): 3 clusters
  Score: Raw -119199.875500 + Penalty 2366.450341 = -116833.425159
  nChanged 10
		SP:Iteration 14Q (50210.660000 sec): 3 clusters
  Score: Raw -119210.046269 + Penalty 2366.450341 = -116843.595928
  nChanged 6
		SP:Iteration 15Q (50210.840000 sec): 3 clusters
  Score: Raw -119213.216445 + Penalty 2366.450341 = -116846.766105
  nChanged 3
		SP:Iteration 16Q (50211.010000 sec): 3 clusters
  Score: Raw -119214.507377 + Penalty 2366.450341 = -116848.057036
  nChanged 2
		SP:Iteration 17Q (50211.190000 sec): 3 clusters
  Score: Raw -119216.616970 + Penalty 2366.450341 = -116850.166630
  nChanged 2
		SP:Iteration 18Q (50211.360000 sec): 3 clusters
  Score: Raw -119218.080928 + Penalty 2366.450341 = -116851.630587
  nChanged 3
		SP:Iteration 19Q (50211.540000 sec): 3 clusters
  Score: Raw -119219.081387 + Penalty 2366.450341 = -116852.631046
  nChanged 2
		SP:Iteration 20F (50211.720000 sec): 3 clusters
  Score: Raw -119222.087458 + Penalty 2366.450341 = -116855.637118
  nChanged 8
		SP:Iteration 21Q (50211.890000 sec): 3 clusters
  Score: Raw -119226.618834 + Penalty 2366.450341 = -116860.168493
  nChanged 2
		SP:Iteration 22Q (50212.070000 sec): 3 clusters
  Score: Raw -119227.873601 + Penalty 2366.450341 = -116861.423260
  nChanged 0
		SP:Iteration 23F (50212.240000 sec): 3 clusters
  Score: Raw -119227.873601 + Penalty 2366.450341 = -116861.423260
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 63 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50212.360000 sec): 2 clusters
  Score: Raw -150750.320199 + Penalty 1243.924020 = -149506.396179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50212.490000 sec): 3 clusters
  Score: Raw -149834.304738 + Penalty 2487.848041 = -147346.456697
  nChanged 761
		SP:Iteration 1F (50212.650000 sec): 3 clusters
  Score: Raw -150391.849340 + Penalty 2487.848041 = -147904.001299
  nChanged 188
		SP:Iteration 2F (50212.820000 sec): 3 clusters
  Score: Raw -150533.712542 + Penalty 2487.848041 = -148045.864502
  nChanged 97
		SP:Iteration 3Q (50213.000000 sec): 3 clusters
  Score: Raw -150612.678997 + Penalty 2487.848041 = -148124.830957
  nChanged 79
		SP:Iteration 4Q (50213.180000 sec): 3 clusters
  Score: Raw -150712.700790 + Penalty 2487.848041 = -148224.852750
  nChanged 88
		SP:Iteration 5Q (50213.350000 sec): 3 clusters
  Score: Raw -150849.051624 + Penalty 2487.848041 = -148361.203584
  nChanged 102
		SP:Iteration 6Q (50213.530000 sec): 3 clusters
  Score: Raw -150972.668186 + Penalty 2487.848041 = -148484.820146
  nChanged 96
		SP:Iteration 7Q (50213.700000 sec): 3 clusters
  Score: Raw -151061.769317 + Penalty 2487.848041 = -148573.921276
  nChanged 79
		SP:Iteration 8Q (50213.880000 sec): 3 clusters
  Score: Raw -151140.418129 + Penalty 2487.848041 = -148652.570088
  nChanged 66
		SP:Iteration 9Q (50214.060000 sec): 3 clusters
  Score: Raw -151201.929727 + Penalty 2487.848041 = -148714.081686
  nChanged 56
		SP:Iteration 10Q (50214.230000 sec): 3 clusters
  Score: Raw -151255.931064 + Penalty 2487.848041 = -148768.083024
  nChanged 52
		SP:Iteration 11Q (50214.410000 sec): 3 clusters
  Score: Raw -151293.177489 + Penalty 2487.848041 = -148805.329449
  nChanged 33
		SP:Iteration 12Q (50214.580000 sec): 3 clusters
  Score: Raw -151317.038581 + Penalty 2487.848041 = -148829.190540
  nChanged 32
		SP:Iteration 13Q (50214.760000 sec): 3 clusters
  Score: Raw -151335.689370 + Penalty 2487.848041 = -148847.841329
  nChanged 25
		SP:Iteration 14Q (50214.940000 sec): 3 clusters
  Score: Raw -151351.673256 + Penalty 2487.848041 = -148863.825216
  nChanged 19
		SP:Iteration 15Q (50215.110000 sec): 3 clusters
  Score: Raw -151365.623808 + Penalty 2487.848041 = -148877.775768
  nChanged 17
		SP:Iteration 16Q (50215.290000 sec): 3 clusters
  Score: Raw -151377.546069 + Penalty 2487.848041 = -148889.698028
  nChanged 17
		SP:Iteration 17Q (50215.460000 sec): 3 clusters
  Score: Raw -151387.494274 + Penalty 2487.848041 = -148899.646234
  nChanged 15
		SP:Iteration 18Q (50215.640000 sec): 3 clusters
  Score: Raw -151397.671695 + Penalty 2487.848041 = -148909.823655
  nChanged 11
		SP:Iteration 19Q (50215.820000 sec): 3 clusters
  Score: Raw -151402.960934 + Penalty 2487.848041 = -148915.112893
  nChanged 6
		SP:Iteration 20F (50215.990000 sec): 3 clusters
  Score: Raw -151407.011617 + Penalty 2487.848041 = -148919.163576
  nChanged 8
		SP:Iteration 21Q (50216.170000 sec): 3 clusters
  Score: Raw -151412.340146 + Penalty 2487.848041 = -148924.492105
  nChanged 9
		SP:Iteration 22Q (50216.340000 sec): 3 clusters
  Score: Raw -151416.128533 + Penalty 2487.848041 = -148928.280493
  nChanged 2
		SP:Iteration 23Q (50216.520000 sec): 3 clusters
  Score: Raw -151417.141591 + Penalty 2487.848041 = -148929.293551
  nChanged 2
		SP:Iteration 24Q (50216.700000 sec): 3 clusters
  Score: Raw -151418.976078 + Penalty 2487.848041 = -148931.128038
  nChanged 5
		SP:Iteration 25Q (50216.870000 sec): 3 clusters
  Score: Raw -151420.830857 + Penalty 2487.848041 = -148932.982817
  nChanged 4
		SP:Iteration 26Q (50217.050000 sec): 3 clusters
  Score: Raw -151423.901775 + Penalty 2487.848041 = -148936.053734
  nChanged 1
		SP:Iteration 27Q (50217.220000 sec): 3 clusters
  Score: Raw -151424.522310 + Penalty 2487.848041 = -148936.674270
  nChanged 1
		SP:Iteration 28Q (50217.400000 sec): 3 clusters
  Score: Raw -151425.639751 + Penalty 2487.848041 = -148937.791710
  nChanged 2
		SP:Iteration 29Q (50217.580000 sec): 3 clusters
  Score: Raw -151426.501928 + Penalty 2487.848041 = -148938.653887
  nChanged 0
		SP:Iteration 30F (50217.750000 sec): 3 clusters
  Score: Raw -151426.501928 + Penalty 2487.848041 = -148938.653887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 64 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50217.840000 sec): 2 clusters
  Score: Raw -16403.288064 + Penalty 862.593501 = -15540.694563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50218.010000 sec): 3 clusters
  Score: Raw -16501.317613 + Penalty 1725.187002 = -14776.130611
  nChanged 24
		SP:Iteration 1F (50218.190000 sec): 3 clusters
  Score: Raw -16553.899777 + Penalty 1725.187002 = -14828.712775
  nChanged 4
		SP:Iteration 2Q (50218.360000 sec): 3 clusters
  Score: Raw -16563.265449 + Penalty 1725.187002 = -14838.078447
  nChanged 0
		SP:Iteration 3F (50218.540000 sec): 3 clusters
  Score: Raw -16563.265449 + Penalty 1725.187002 = -14838.078447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 65 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50218.630000 sec): 2 clusters
  Score: Raw -33126.150741 + Penalty 978.810234 = -32147.340507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50218.800000 sec): 3 clusters
  Score: Raw -33154.136578 + Penalty 1957.620468 = -31196.516110
  nChanged 92
		SP:Iteration 1F (50218.980000 sec): 3 clusters
  Score: Raw -33362.062410 + Penalty 1957.620468 = -31404.441942
  nChanged 40
		SP:Iteration 2F (50219.160000 sec): 3 clusters
  Score: Raw -33469.553746 + Penalty 1957.620468 = -31511.933278
  nChanged 14
		SP:Iteration 3Q (50219.330000 sec): 3 clusters
  Score: Raw -33506.051938 + Penalty 1957.620468 = -31548.431470
  nChanged 9
		SP:Iteration 4Q (50219.510000 sec): 3 clusters
  Score: Raw -33527.938047 + Penalty 1957.620468 = -31570.317579
  nChanged 5
		SP:Iteration 5Q (50219.680000 sec): 3 clusters
  Score: Raw -33544.718942 + Penalty 1957.620468 = -31587.098474
  nChanged 3
		SP:Iteration 6Q (50219.860000 sec): 3 clusters
  Score: Raw -33551.993484 + Penalty 1957.620468 = -31594.373016
  nChanged 1
		SP:Iteration 7Q (50220.040000 sec): 3 clusters
  Score: Raw -33554.261811 + Penalty 1957.620468 = -31596.641343
  nChanged 0
		SP:Iteration 8F (50220.210000 sec): 3 clusters
  Score: Raw -33554.261811 + Penalty 1957.620468 = -31596.641343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 66 (78828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50220.790000 sec): 2 clusters
  Score: Raw -6012701.332958 + Penalty 1832.191326 = -6010869.141633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50221.570000 sec): 3 clusters
  Score: Raw -5961949.632708 + Penalty 3664.382651 = -5958285.250057
  nChanged 37358
		SP:Iteration 1F (50222.420000 sec): 3 clusters
  Score: Raw -5984363.606283 + Penalty 3664.382651 = -5980699.223631
  nChanged 4057
		SP:Iteration 2F (50223.230000 sec): 3 clusters
  Score: Raw -5986093.177350 + Penalty 3664.382651 = -5982428.794699
  nChanged 4502
		SP:Iteration 3F (50223.970000 sec): 3 clusters
  Score: Raw -5988324.862508 + Penalty 3664.382651 = -5984660.479857
  nChanged 4921
		SP:Iteration 4F (50224.780000 sec): 3 clusters
  Score: Raw -5991018.065481 + Penalty 3664.382651 = -5987353.682830
  nChanged 5184
		SP:Iteration 5F (50225.580000 sec): 3 clusters
  Score: Raw -5994218.394373 + Penalty 3664.382651 = -5990554.011722
  nChanged 5083
		SP:Iteration 6F (50226.360000 sec): 3 clusters
  Score: Raw -5997706.627037 + Penalty 3664.382651 = -5994042.244385
  nChanged 4534
		SP:Iteration 7F (50227.170000 sec): 3 clusters
  Score: Raw -6001090.342584 + Penalty 3664.382651 = -5997425.959932
  nChanged 3752
		SP:Iteration 8Q (50227.990000 sec): 3 clusters
  Score: Raw -6003866.426677 + Penalty 3664.382651 = -6000202.044026
  nChanged 2936
		SP:Iteration 9Q (50228.800000 sec): 3 clusters
  Score: Raw -6005836.540565 + Penalty 3664.382651 = -6002172.157914
  nChanged 2252
		SP:Iteration 10Q (50229.540000 sec): 3 clusters
  Score: Raw -6007122.323472 + Penalty 3664.382651 = -6003457.940821
  nChanged 1783
		SP:Iteration 11Q (50230.330000 sec): 3 clusters
  Score: Raw -6008047.461355 + Penalty 3664.382651 = -6004383.078704
  nChanged 1549
		SP:Iteration 12Q (50231.120000 sec): 3 clusters
  Score: Raw -6008838.549604 + Penalty 3664.382651 = -6005174.166953
  nChanged 1414
		SP:Iteration 13Q (50231.950000 sec): 3 clusters
  Score: Raw -6009593.285616 + Penalty 3664.382651 = -6005928.902965
  nChanged 1257
		SP:Iteration 14Q (50232.670000 sec): 3 clusters
  Score: Raw -6010301.074788 + Penalty 3664.382651 = -6006636.692137
  nChanged 1147
		SP:Iteration 15Q (50233.470000 sec): 3 clusters
  Score: Raw -6010922.325700 + Penalty 3664.382651 = -6007257.943049
  nChanged 941
		SP:Iteration 16Q (50234.270000 sec): 3 clusters
  Score: Raw -6011418.482541 + Penalty 3664.382651 = -6007754.099890
  nChanged 832
		SP:Iteration 17Q (50235.020000 sec): 3 clusters
  Score: Raw -6011829.240150 + Penalty 3664.382651 = -6008164.857499
  nChanged 713
		SP:Iteration 18Q (50235.790000 sec): 3 clusters
  Score: Raw -6012165.634889 + Penalty 3664.382651 = -6008501.252237
  nChanged 619
		SP:Iteration 19Q (50236.510000 sec): 3 clusters
  Score: Raw -6012439.055835 + Penalty 3664.382651 = -6008774.673184
  nChanged 521
		SP:Iteration 20F (50237.330000 sec): 3 clusters
  Score: Raw -6012677.727544 + Penalty 3664.382651 = -6009013.344892
  nChanged 450
		SP:Iteration 21Q (50238.080000 sec): 3 clusters
  Score: Raw -6012891.499993 + Penalty 3664.382651 = -6009227.117342
  nChanged 358
		SP:Iteration 22Q (50238.870000 sec): 3 clusters
  Score: Raw -6013063.828145 + Penalty 3664.382651 = -6009399.445494
  nChanged 297
		SP:Iteration 23Q (50239.610000 sec): 3 clusters
  Score: Raw -6013203.195804 + Penalty 3664.382651 = -6009538.813152
  nChanged 221
		SP:Iteration 24Q (50240.350000 sec): 3 clusters
  Score: Raw -6013295.243988 + Penalty 3664.382651 = -6009630.861336
  nChanged 168
		SP:Iteration 25Q (50241.120000 sec): 3 clusters
  Score: Raw -6013351.260259 + Penalty 3664.382651 = -6009686.877608
  nChanged 136
		SP:Iteration 26Q (50241.920000 sec): 3 clusters
  Score: Raw -6013395.062054 + Penalty 3664.382651 = -6009730.679403
  nChanged 115
		SP:Iteration 27Q (50242.710000 sec): 3 clusters
  Score: Raw -6013422.330249 + Penalty 3664.382651 = -6009757.947598
  nChanged 73
		SP:Iteration 28Q (50243.470000 sec): 3 clusters
  Score: Raw -6013437.542203 + Penalty 3664.382651 = -6009773.159552
  nChanged 69
		SP:Iteration 29Q (50244.250000 sec): 3 clusters
  Score: Raw -6013450.273364 + Penalty 3664.382651 = -6009785.890713
  nChanged 56
		SP:Iteration 30Q (50245.010000 sec): 3 clusters
  Score: Raw -6013462.259349 + Penalty 3664.382651 = -6009797.876698
  nChanged 54
		SP:Iteration 31Q (50245.770000 sec): 3 clusters
  Score: Raw -6013475.547288 + Penalty 3664.382651 = -6009811.164637
  nChanged 59
		SP:Iteration 32Q (50246.570000 sec): 3 clusters
  Score: Raw -6013488.968901 + Penalty 3664.382651 = -6009824.586249
  nChanged 53
		SP:Iteration 33Q (50247.360000 sec): 3 clusters
  Score: Raw -6013499.457145 + Penalty 3664.382651 = -6009835.074494
  nChanged 46
		SP:Iteration 34Q (50248.120000 sec): 3 clusters
  Score: Raw -6013509.373138 + Penalty 3664.382651 = -6009844.990486
  nChanged 52
		SP:Iteration 35Q (50248.910000 sec): 3 clusters
  Score: Raw -6013517.858664 + Penalty 3664.382651 = -6009853.476013
  nChanged 42
		SP:Iteration 36Q (50249.710000 sec): 3 clusters
  Score: Raw -6013524.194747 + Penalty 3664.382651 = -6009859.812095
  nChanged 32
		SP:Iteration 37Q (50250.480000 sec): 3 clusters
  Score: Raw -6013529.137021 + Penalty 3664.382651 = -6009864.754369
  nChanged 26
		SP:Iteration 38Q (50251.240000 sec): 3 clusters
  Score: Raw -6013531.833880 + Penalty 3664.382651 = -6009867.451229
  nChanged 16
		SP:Iteration 39Q (50252.000000 sec): 3 clusters
  Score: Raw -6013533.259825 + Penalty 3664.382651 = -6009868.877174
  nChanged 13
		SP:Iteration 40F (50252.750000 sec): 3 clusters
  Score: Raw -6013534.571159 + Penalty 3664.382651 = -6009870.188507
  nChanged 9
		SP:Iteration 41Q (50253.480000 sec): 3 clusters
  Score: Raw -6013535.934096 + Penalty 3664.382651 = -6009871.551444
  nChanged 10
		SP:Iteration 42Q (50254.200000 sec): 3 clusters
  Score: Raw -6013537.457983 + Penalty 3664.382651 = -6009873.075331
  nChanged 17
		SP:Iteration 43Q (50254.890000 sec): 3 clusters
  Score: Raw -6013538.937253 + Penalty 3664.382651 = -6009874.554602
  nChanged 7
		SP:Iteration 44Q (50255.650000 sec): 3 clusters
  Score: Raw -6013539.774859 + Penalty 3664.382651 = -6009875.392208
  nChanged 6
		SP:Iteration 45Q (50256.400000 sec): 3 clusters
  Score: Raw -6013540.406331 + Penalty 3664.382651 = -6009876.023680
  nChanged 4
		SP:Iteration 46Q (50257.120000 sec): 3 clusters
  Score: Raw -6013540.765810 + Penalty 3664.382651 = -6009876.383159
  nChanged 8
		SP:Iteration 47Q (50257.870000 sec): 3 clusters
  Score: Raw -6013541.416531 + Penalty 3664.382651 = -6009877.033879
  nChanged 7
		SP:Iteration 48Q (50258.610000 sec): 3 clusters
  Score: Raw -6013542.277715 + Penalty 3664.382651 = -6009877.895063
  nChanged 9
		SP:Iteration 49Q (50259.370000 sec): 3 clusters
  Score: Raw -6013543.491066 + Penalty 3664.382651 = -6009879.108414
  nChanged 8
		SP:Iteration 50Q (50260.110000 sec): 3 clusters
  Score: Raw -6013544.520229 + Penalty 3664.382651 = -6009880.137577
  nChanged 7
		SP:Iteration 51Q (50260.900000 sec): 3 clusters
  Score: Raw -6013545.286329 + Penalty 3664.382651 = -6009880.903677
  nChanged 10
		SP:Iteration 52Q (50261.660000 sec): 3 clusters
  Score: Raw -6013546.057639 + Penalty 3664.382651 = -6009881.674987
  nChanged 6
		SP:Iteration 53Q (50262.480000 sec): 3 clusters
  Score: Raw -6013546.787694 + Penalty 3664.382651 = -6009882.405043
  nChanged 11
		SP:Iteration 54Q (50263.220000 sec): 3 clusters
  Score: Raw -6013548.207203 + Penalty 3664.382651 = -6009883.824551
  nChanged 8
		SP:Iteration 55Q (50263.970000 sec): 3 clusters
  Score: Raw -6013548.904260 + Penalty 3664.382651 = -6009884.521609
  nChanged 5
		SP:Iteration 56Q (50264.690000 sec): 3 clusters
  Score: Raw -6013549.251473 + Penalty 3664.382651 = -6009884.868822
  nChanged 3
		SP:Iteration 57Q (50265.430000 sec): 3 clusters
  Score: Raw -6013549.511276 + Penalty 3664.382651 = -6009885.128624
  nChanged 2
		SP:Iteration 58Q (50266.240000 sec): 3 clusters
  Score: Raw -6013549.825492 + Penalty 3664.382651 = -6009885.442841
  nChanged 7
		SP:Iteration 59Q (50266.990000 sec): 3 clusters
  Score: Raw -6013550.530057 + Penalty 3664.382651 = -6009886.147406
  nChanged 4
		SP:Iteration 60F (50267.780000 sec): 3 clusters
  Score: Raw -6013550.833611 + Penalty 3664.382651 = -6009886.450960
  nChanged 1
		SP:Iteration 61Q (50268.480000 sec): 3 clusters
  Score: Raw -6013550.998944 + Penalty 3664.382651 = -6009886.616292
  nChanged 2
		SP:Iteration 62Q (50269.200000 sec): 3 clusters
  Score: Raw -6013551.180131 + Penalty 3664.382651 = -6009886.797480
  nChanged 3
		SP:Iteration 63Q (50269.910000 sec): 3 clusters
  Score: Raw -6013551.497469 + Penalty 3664.382651 = -6009887.114817
  nChanged 4
		SP:Iteration 64Q (50270.650000 sec): 3 clusters
  Score: Raw -6013552.016104 + Penalty 3664.382651 = -6009887.633452
  nChanged 6
		SP:Iteration 65Q (50271.400000 sec): 3 clusters
  Score: Raw -6013553.094533 + Penalty 3664.382651 = -6009888.711882
  nChanged 10
		SP:Iteration 66Q (50272.180000 sec): 3 clusters
  Score: Raw -6013554.505134 + Penalty 3664.382651 = -6009890.122482
  nChanged 11
		SP:Iteration 67Q (50272.890000 sec): 3 clusters
  Score: Raw -6013556.114588 + Penalty 3664.382651 = -6009891.731937
  nChanged 7
		SP:Iteration 68Q (50273.660000 sec): 3 clusters
  Score: Raw -6013556.825211 + Penalty 3664.382651 = -6009892.442560
  nChanged 9
		SP:Iteration 69Q (50274.380000 sec): 3 clusters
  Score: Raw -6013558.174691 + Penalty 3664.382651 = -6009893.792040
  nChanged 9
		SP:Iteration 70Q (50275.110000 sec): 3 clusters
  Score: Raw -6013560.133617 + Penalty 3664.382651 = -6009895.750965
  nChanged 10
		SP:Iteration 71Q (50275.860000 sec): 3 clusters
  Score: Raw -6013561.851399 + Penalty 3664.382651 = -6009897.468747
  nChanged 11
		SP:Iteration 72Q (50276.640000 sec): 3 clusters
  Score: Raw -6013563.413840 + Penalty 3664.382651 = -6009899.031189
  nChanged 13
		SP:Iteration 73Q (50277.390000 sec): 3 clusters
  Score: Raw -6013565.265505 + Penalty 3664.382651 = -6009900.882854
  nChanged 13
		SP:Iteration 74Q (50278.140000 sec): 3 clusters
  Score: Raw -6013566.832779 + Penalty 3664.382651 = -6009902.450128
  nChanged 13
		SP:Iteration 75Q (50278.930000 sec): 3 clusters
  Score: Raw -6013568.844120 + Penalty 3664.382651 = -6009904.461468
  nChanged 9
		SP:Iteration 76Q (50279.740000 sec): 3 clusters
  Score: Raw -6013569.629895 + Penalty 3664.382651 = -6009905.247244
  nChanged 3
		SP:Iteration 77Q (50280.520000 sec): 3 clusters
  Score: Raw -6013570.299632 + Penalty 3664.382651 = -6009905.916981
  nChanged 4
		SP:Iteration 78Q (50281.280000 sec): 3 clusters
  Score: Raw -6013570.782286 + Penalty 3664.382651 = -6009906.399634
  nChanged 3
		SP:Iteration 79Q (50282.030000 sec): 3 clusters
  Score: Raw -6013571.168867 + Penalty 3664.382651 = -6009906.786216
  nChanged 3
		SP:Iteration 80F (50282.830000 sec): 3 clusters
  Score: Raw -6013571.436748 + Penalty 3664.382651 = -6009907.054097
  nChanged 3
		SP:Iteration 81Q (50283.590000 sec): 3 clusters
  Score: Raw -6013571.753488 + Penalty 3664.382651 = -6009907.370837
  nChanged 5
		SP:Iteration 82Q (50284.380000 sec): 3 clusters
  Score: Raw -6013572.416588 + Penalty 3664.382651 = -6009908.033936
  nChanged 6
		SP:Iteration 83Q (50285.180000 sec): 3 clusters
  Score: Raw -6013572.932063 + Penalty 3664.382651 = -6009908.549412
  nChanged 8
		SP:Iteration 84Q (50285.940000 sec): 3 clusters
  Score: Raw -6013573.739272 + Penalty 3664.382651 = -6009909.356621
  nChanged 4
		SP:Iteration 85Q (50286.700000 sec): 3 clusters
  Score: Raw -6013574.258734 + Penalty 3664.382651 = -6009909.876082
  nChanged 5
		SP:Iteration 86Q (50287.430000 sec): 3 clusters
  Score: Raw -6013574.706991 + Penalty 3664.382651 = -6009910.324340
  nChanged 2
		SP:Iteration 87Q (50288.160000 sec): 3 clusters
  Score: Raw -6013574.817024 + Penalty 3664.382651 = -6009910.434373
  nChanged 0
		SP:Iteration 88F (50288.940000 sec): 3 clusters
  Score: Raw -6013574.817024 + Penalty 3664.382651 = -6009910.434373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 67 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50289.000000 sec): 2 clusters
  Score: Raw -291571.937396 + Penalty 1343.502171 = -290228.435225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50289.170000 sec): 3 clusters
  Score: Raw -289660.367332 + Penalty 2687.004341 = -286973.362991
  nChanged 1484
		SP:Iteration 1F (50289.350000 sec): 3 clusters
  Score: Raw -290567.447925 + Penalty 2687.004341 = -287880.443584
  nChanged 312
		SP:Iteration 2F (50289.530000 sec): 3 clusters
  Score: Raw -290884.150767 + Penalty 2687.004341 = -288197.146426
  nChanged 278
		SP:Iteration 3F (50289.700000 sec): 3 clusters
  Score: Raw -291132.414284 + Penalty 2687.004341 = -288445.409943
  nChanged 248
		SP:Iteration 4F (50289.880000 sec): 3 clusters
  Score: Raw -291342.881858 + Penalty 2687.004341 = -288655.877517
  nChanged 234
		SP:Iteration 5F (50290.060000 sec): 3 clusters
  Score: Raw -291535.981379 + Penalty 2687.004341 = -288848.977038
  nChanged 183
		SP:Iteration 6Q (50290.230000 sec): 3 clusters
  Score: Raw -291672.670245 + Penalty 2687.004341 = -288985.665904
  nChanged 162
		SP:Iteration 7Q (50290.410000 sec): 3 clusters
  Score: Raw -291823.858212 + Penalty 2687.004341 = -289136.853871
  nChanged 168
		SP:Iteration 8Q (50290.580000 sec): 3 clusters
  Score: Raw -291970.858036 + Penalty 2687.004341 = -289283.853695
  nChanged 131
		SP:Iteration 9Q (50290.760000 sec): 3 clusters
  Score: Raw -292069.737786 + Penalty 2687.004341 = -289382.733445
  nChanged 109
		SP:Iteration 10Q (50290.940000 sec): 3 clusters
  Score: Raw -292140.451421 + Penalty 2687.004341 = -289453.447080
  nChanged 83
		SP:Iteration 11Q (50291.110000 sec): 3 clusters
  Score: Raw -292183.005199 + Penalty 2687.004341 = -289496.000858
  nChanged 57
		SP:Iteration 12Q (50291.290000 sec): 3 clusters
  Score: Raw -292216.554763 + Penalty 2687.004341 = -289529.550422
  nChanged 51
		SP:Iteration 13Q (50291.460000 sec): 3 clusters
  Score: Raw -292242.662225 + Penalty 2687.004341 = -289555.657884
  nChanged 44
		SP:Iteration 14Q (50291.680000 sec): 3 clusters
  Score: Raw -292262.968728 + Penalty 2687.004341 = -289575.964387
  nChanged 35
		SP:Iteration 15Q (50291.850000 sec): 3 clusters
  Score: Raw -292279.011186 + Penalty 2687.004341 = -289592.006845
  nChanged 30
		SP:Iteration 16Q (50292.020000 sec): 3 clusters
  Score: Raw -292292.778927 + Penalty 2687.004341 = -289605.774586
  nChanged 28
		SP:Iteration 17Q (50292.200000 sec): 3 clusters
  Score: Raw -292302.443940 + Penalty 2687.004341 = -289615.439599
  nChanged 17
		SP:Iteration 18Q (50292.380000 sec): 3 clusters
  Score: Raw -292308.483224 + Penalty 2687.004341 = -289621.478883
  nChanged 19
		SP:Iteration 19Q (50292.550000 sec): 3 clusters
  Score: Raw -292315.768975 + Penalty 2687.004341 = -289628.764634
  nChanged 15
		SP:Iteration 20F (50292.730000 sec): 3 clusters
  Score: Raw -292320.079753 + Penalty 2687.004341 = -289633.075412
  nChanged 10
		SP:Iteration 21Q (50292.900000 sec): 3 clusters
  Score: Raw -292322.478733 + Penalty 2687.004341 = -289635.474392
  nChanged 5
		SP:Iteration 22Q (50293.070000 sec): 3 clusters
  Score: Raw -292323.788923 + Penalty 2687.004341 = -289636.784582
  nChanged 7
		SP:Iteration 23Q (50293.230000 sec): 3 clusters
  Score: Raw -292325.449020 + Penalty 2687.004341 = -289638.444679
  nChanged 5
		SP:Iteration 24Q (50293.390000 sec): 3 clusters
  Score: Raw -292327.394987 + Penalty 2687.004341 = -289640.390646
  nChanged 5
		SP:Iteration 25Q (50293.550000 sec): 3 clusters
  Score: Raw -292328.566129 + Penalty 2687.004341 = -289641.561788
  nChanged 2
		SP:Iteration 26Q (50293.710000 sec): 3 clusters
  Score: Raw -292329.251365 + Penalty 2687.004341 = -289642.247024
  nChanged 4
		SP:Iteration 27Q (50293.870000 sec): 3 clusters
  Score: Raw -292330.177100 + Penalty 2687.004341 = -289643.172759
  nChanged 3
		SP:Iteration 28Q (50294.050000 sec): 3 clusters
  Score: Raw -292331.280079 + Penalty 2687.004341 = -289644.275738
  nChanged 4
		SP:Iteration 29Q (50294.220000 sec): 3 clusters
  Score: Raw -292331.882415 + Penalty 2687.004341 = -289644.878074
  nChanged 3
		SP:Iteration 30Q (50294.390000 sec): 3 clusters
  Score: Raw -292332.786975 + Penalty 2687.004341 = -289645.782634
  nChanged 2
		SP:Iteration 31Q (50294.570000 sec): 3 clusters
  Score: Raw -292333.177125 + Penalty 2687.004341 = -289646.172784
  nChanged 1
		SP:Iteration 32Q (50294.740000 sec): 3 clusters
  Score: Raw -292333.342801 + Penalty 2687.004341 = -289646.338460
  nChanged 0
		SP:Iteration 33F (50294.910000 sec): 3 clusters
  Score: Raw -292333.342801 + Penalty 2687.004341 = -289646.338460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 68 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50294.990000 sec): 2 clusters
  Score: Raw -140880.129712 + Penalty 1212.236150 = -139667.893563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50295.170000 sec): 3 clusters
  Score: Raw -140186.006883 + Penalty 2424.472299 = -137761.534584
  nChanged 596
		SP:Iteration 1F (50295.340000 sec): 3 clusters
  Score: Raw -140616.250335 + Penalty 2424.472299 = -138191.778036
  nChanged 131
		SP:Iteration 2F (50295.510000 sec): 3 clusters
  Score: Raw -140731.496508 + Penalty 2424.472299 = -138307.024209
  nChanged 86
		SP:Iteration 3Q (50295.690000 sec): 3 clusters
  Score: Raw -140798.801093 + Penalty 2424.472299 = -138374.328794
  nChanged 61
		SP:Iteration 4Q (50295.860000 sec): 3 clusters
  Score: Raw -140846.294917 + Penalty 2424.472299 = -138421.822618
  nChanged 46
		SP:Iteration 5Q (50296.030000 sec): 3 clusters
  Score: Raw -140876.135947 + Penalty 2424.472299 = -138451.663648
  nChanged 49
		SP:Iteration 6Q (50296.210000 sec): 3 clusters
  Score: Raw -140911.880428 + Penalty 2424.472299 = -138487.408129
  nChanged 43
		SP:Iteration 7Q (50296.380000 sec): 3 clusters
  Score: Raw -140951.777455 + Penalty 2424.472299 = -138527.305156
  nChanged 41
		SP:Iteration 8Q (50296.550000 sec): 3 clusters
  Score: Raw -140994.794681 + Penalty 2424.472299 = -138570.322382
  nChanged 42
		SP:Iteration 9Q (50296.730000 sec): 3 clusters
  Score: Raw -141030.118617 + Penalty 2424.472299 = -138605.646318
  nChanged 36
		SP:Iteration 10Q (50296.900000 sec): 3 clusters
  Score: Raw -141057.464836 + Penalty 2424.472299 = -138632.992537
  nChanged 37
		SP:Iteration 11Q (50297.080000 sec): 3 clusters
  Score: Raw -141079.653018 + Penalty 2424.472299 = -138655.180719
  nChanged 23
		SP:Iteration 12Q (50297.250000 sec): 3 clusters
  Score: Raw -141095.271242 + Penalty 2424.472299 = -138670.798943
  nChanged 25
		SP:Iteration 13Q (50297.420000 sec): 3 clusters
  Score: Raw -141112.787027 + Penalty 2424.472299 = -138688.314728
  nChanged 17
		SP:Iteration 14Q (50297.600000 sec): 3 clusters
  Score: Raw -141126.266481 + Penalty 2424.472299 = -138701.794182
  nChanged 19
		SP:Iteration 15Q (50297.770000 sec): 3 clusters
  Score: Raw -141143.717757 + Penalty 2424.472299 = -138719.245458
  nChanged 18
		SP:Iteration 16Q (50297.940000 sec): 3 clusters
  Score: Raw -141164.854805 + Penalty 2424.472299 = -138740.382506
  nChanged 18
		SP:Iteration 17Q (50298.120000 sec): 3 clusters
  Score: Raw -141181.341253 + Penalty 2424.472299 = -138756.868954
  nChanged 18
		SP:Iteration 18Q (50298.290000 sec): 3 clusters
  Score: Raw -141201.974955 + Penalty 2424.472299 = -138777.502656
  nChanged 14
		SP:Iteration 19Q (50298.470000 sec): 3 clusters
  Score: Raw -141218.109625 + Penalty 2424.472299 = -138793.637326
  nChanged 17
		SP:Iteration 20F (50298.640000 sec): 3 clusters
  Score: Raw -141240.302023 + Penalty 2424.472299 = -138815.829724
  nChanged 17
		SP:Iteration 21Q (50298.810000 sec): 3 clusters
  Score: Raw -141257.153955 + Penalty 2424.472299 = -138832.681656
  nChanged 13
		SP:Iteration 22Q (50298.990000 sec): 3 clusters
  Score: Raw -141270.698108 + Penalty 2424.472299 = -138846.225809
  nChanged 11
		SP:Iteration 23Q (50299.160000 sec): 3 clusters
  Score: Raw -141280.835415 + Penalty 2424.472299 = -138856.363116
  nChanged 8
		SP:Iteration 24Q (50299.340000 sec): 3 clusters
  Score: Raw -141287.412647 + Penalty 2424.472299 = -138862.940348
  nChanged 8
		SP:Iteration 25Q (50299.510000 sec): 3 clusters
  Score: Raw -141295.569307 + Penalty 2424.472299 = -138871.097008
  nChanged 10
		SP:Iteration 26Q (50299.680000 sec): 3 clusters
  Score: Raw -141307.313049 + Penalty 2424.472299 = -138882.840750
  nChanged 9
		SP:Iteration 27Q (50299.860000 sec): 3 clusters
  Score: Raw -141316.932480 + Penalty 2424.472299 = -138892.460181
  nChanged 9
		SP:Iteration 28Q (50300.030000 sec): 3 clusters
  Score: Raw -141323.623733 + Penalty 2424.472299 = -138899.151434
  nChanged 9
		SP:Iteration 29Q (50300.200000 sec): 3 clusters
  Score: Raw -141328.769587 + Penalty 2424.472299 = -138904.297288
  nChanged 5
		SP:Iteration 30Q (50300.380000 sec): 3 clusters
  Score: Raw -141331.535738 + Penalty 2424.472299 = -138907.063439
  nChanged 3
		SP:Iteration 31Q (50300.550000 sec): 3 clusters
  Score: Raw -141333.650518 + Penalty 2424.472299 = -138909.178218
  nChanged 3
		SP:Iteration 32Q (50300.720000 sec): 3 clusters
  Score: Raw -141337.028411 + Penalty 2424.472299 = -138912.556112
  nChanged 7
		SP:Iteration 33Q (50300.950000 sec): 3 clusters
  Score: Raw -141341.557700 + Penalty 2424.472299 = -138917.085401
  nChanged 9
		SP:Iteration 34Q (50301.080000 sec): 3 clusters
  Score: Raw -141347.377488 + Penalty 2424.472299 = -138922.905189
  nChanged 2
		SP:Iteration 35Q (50301.250000 sec): 3 clusters
  Score: Raw -141348.223408 + Penalty 2424.472299 = -138923.751109
  nChanged 1
		SP:Iteration 36Q (50301.410000 sec): 3 clusters
  Score: Raw -141348.552500 + Penalty 2424.472299 = -138924.080201
  nChanged 2
		SP:Iteration 37Q (50301.580000 sec): 3 clusters
  Score: Raw -141349.476731 + Penalty 2424.472299 = -138925.004432
  nChanged 1
		SP:Iteration 38Q (50301.750000 sec): 3 clusters
  Score: Raw -141350.048250 + Penalty 2424.472299 = -138925.575951
  nChanged 0
		SP:Iteration 39F (50301.930000 sec): 3 clusters
  Score: Raw -141350.048250 + Penalty 2424.472299 = -138925.575951
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 69 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50302.000000 sec): 2 clusters
  Score: Raw -226298.748913 + Penalty 1286.184738 = -225012.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50302.180000 sec): 3 clusters
  Score: Raw -225024.528287 + Penalty 2572.369477 = -222452.158810
  nChanged 1014
		SP:Iteration 1F (50302.350000 sec): 3 clusters
  Score: Raw -225639.016380 + Penalty 2572.369477 = -223066.646903
  nChanged 212
		SP:Iteration 2F (50302.520000 sec): 3 clusters
  Score: Raw -225765.183080 + Penalty 2572.369477 = -223192.813603
  nChanged 138
		SP:Iteration 3F (50302.700000 sec): 3 clusters
  Score: Raw -225844.241674 + Penalty 2572.369477 = -223271.872198
  nChanged 93
		SP:Iteration 4Q (50302.870000 sec): 3 clusters
  Score: Raw -225899.564487 + Penalty 2572.369477 = -223327.195010
  nChanged 79
		SP:Iteration 5Q (50303.040000 sec): 3 clusters
  Score: Raw -225942.650176 + Penalty 2572.369477 = -223370.280699
  nChanged 67
		SP:Iteration 6Q (50303.220000 sec): 3 clusters
  Score: Raw -225985.416684 + Penalty 2572.369477 = -223413.047207
  nChanged 62
		SP:Iteration 7Q (50303.390000 sec): 3 clusters
  Score: Raw -226018.003009 + Penalty 2572.369477 = -223445.633532
  nChanged 54
		SP:Iteration 8Q (50303.560000 sec): 3 clusters
  Score: Raw -226050.869372 + Penalty 2572.369477 = -223478.499895
  nChanged 49
		SP:Iteration 9Q (50303.740000 sec): 3 clusters
  Score: Raw -226075.211243 + Penalty 2572.369477 = -223502.841766
  nChanged 56
		SP:Iteration 10Q (50303.910000 sec): 3 clusters
  Score: Raw -226103.860529 + Penalty 2572.369477 = -223531.491052
  nChanged 62
		SP:Iteration 11Q (50304.080000 sec): 3 clusters
  Score: Raw -226141.590654 + Penalty 2572.369477 = -223569.221177
  nChanged 75
		SP:Iteration 12Q (50304.260000 sec): 3 clusters
  Score: Raw -226188.471777 + Penalty 2572.369477 = -223616.102300
  nChanged 50
		SP:Iteration 13Q (50304.430000 sec): 3 clusters
  Score: Raw -226226.708260 + Penalty 2572.369477 = -223654.338783
  nChanged 70
		SP:Iteration 14Q (50304.610000 sec): 3 clusters
  Score: Raw -226275.503451 + Penalty 2572.369477 = -223703.133974
  nChanged 75
		SP:Iteration 15Q (50304.780000 sec): 3 clusters
  Score: Raw -226336.202017 + Penalty 2572.369477 = -223763.832540
  nChanged 81
		SP:Iteration 16Q (50304.950000 sec): 3 clusters
  Score: Raw -226411.506445 + Penalty 2572.369477 = -223839.136968
  nChanged 90
		SP:Iteration 17Q (50305.130000 sec): 3 clusters
  Score: Raw -226493.982999 + Penalty 2572.369477 = -223921.613522
  nChanged 70
		SP:Iteration 18Q (50305.300000 sec): 3 clusters
  Score: Raw -226548.108293 + Penalty 2572.369477 = -223975.738816
  nChanged 67
		SP:Iteration 19Q (50305.480000 sec): 3 clusters
  Score: Raw -226590.381054 + Penalty 2572.369477 = -224018.011577
  nChanged 50
		SP:Iteration 20F (50305.650000 sec): 3 clusters
  Score: Raw -226614.898414 + Penalty 2572.369477 = -224042.528937
  nChanged 37
		SP:Iteration 21Q (50305.820000 sec): 3 clusters
  Score: Raw -226633.374364 + Penalty 2572.369477 = -224061.004887
  nChanged 38
		SP:Iteration 22Q (50306.000000 sec): 3 clusters
  Score: Raw -226654.985816 + Penalty 2572.369477 = -224082.616339
  nChanged 40
		SP:Iteration 23Q (50306.170000 sec): 3 clusters
  Score: Raw -226676.475846 + Penalty 2572.369477 = -224104.106369
  nChanged 28
		SP:Iteration 24Q (50306.340000 sec): 3 clusters
  Score: Raw -226694.448678 + Penalty 2572.369477 = -224122.079201
  nChanged 29
		SP:Iteration 25Q (50306.520000 sec): 3 clusters
  Score: Raw -226710.788492 + Penalty 2572.369477 = -224138.419015
  nChanged 21
		SP:Iteration 26Q (50306.740000 sec): 3 clusters
  Score: Raw -226721.012477 + Penalty 2572.369477 = -224148.643000
  nChanged 13
		SP:Iteration 27Q (50306.900000 sec): 3 clusters
  Score: Raw -226727.500387 + Penalty 2572.369477 = -224155.130911
  nChanged 10
		SP:Iteration 28Q (50307.060000 sec): 3 clusters
  Score: Raw -226732.827036 + Penalty 2572.369477 = -224160.457559
  nChanged 13
		SP:Iteration 29Q (50307.220000 sec): 3 clusters
  Score: Raw -226738.614152 + Penalty 2572.369477 = -224166.244675
  nChanged 12
		SP:Iteration 30Q (50307.380000 sec): 3 clusters
  Score: Raw -226743.979503 + Penalty 2572.369477 = -224171.610026
  nChanged 10
		SP:Iteration 31Q (50307.540000 sec): 3 clusters
  Score: Raw -226747.183330 + Penalty 2572.369477 = -224174.813853
  nChanged 6
		SP:Iteration 32Q (50307.700000 sec): 3 clusters
  Score: Raw -226749.552794 + Penalty 2572.369477 = -224177.183317
  nChanged 3
		SP:Iteration 33Q (50307.860000 sec): 3 clusters
  Score: Raw -226750.614496 + Penalty 2572.369477 = -224178.245019
  nChanged 4
		SP:Iteration 34Q (50308.020000 sec): 3 clusters
  Score: Raw -226751.717398 + Penalty 2572.369477 = -224179.347922
  nChanged 3
		SP:Iteration 35Q (50308.180000 sec): 3 clusters
  Score: Raw -226752.635462 + Penalty 2572.369477 = -224180.265985
  nChanged 3
		SP:Iteration 36Q (50308.340000 sec): 3 clusters
  Score: Raw -226753.939066 + Penalty 2572.369477 = -224181.569589
  nChanged 3
		SP:Iteration 37Q (50308.500000 sec): 3 clusters
  Score: Raw -226755.409279 + Penalty 2572.369477 = -224183.039802
  nChanged 2
		SP:Iteration 38Q (50308.660000 sec): 3 clusters
  Score: Raw -226755.936504 + Penalty 2572.369477 = -224183.567028
  nChanged 0
		SP:Iteration 39F (50308.840000 sec): 3 clusters
  Score: Raw -226755.936504 + Penalty 2572.369477 = -224183.567028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 70 (2368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50308.940000 sec): 2 clusters
  Score: Raw -161072.521232 + Penalty 1262.592662 = -159809.928571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50309.120000 sec): 3 clusters
  Score: Raw -160022.039736 + Penalty 2525.185324 = -157496.854412
  nChanged 825
		SP:Iteration 1F (50309.290000 sec): 3 clusters
  Score: Raw -160555.883788 + Penalty 2525.185324 = -158030.698464
  nChanged 213
		SP:Iteration 2F (50309.470000 sec): 3 clusters
  Score: Raw -160729.101791 + Penalty 2525.185324 = -158203.916468
  nChanged 140
		SP:Iteration 3F (50309.640000 sec): 3 clusters
  Score: Raw -160830.161925 + Penalty 2525.185324 = -158304.976602
  nChanged 92
		SP:Iteration 4Q (50309.820000 sec): 3 clusters
  Score: Raw -160913.531579 + Penalty 2525.185324 = -158388.346255
  nChanged 94
		SP:Iteration 5Q (50310.000000 sec): 3 clusters
  Score: Raw -160988.441703 + Penalty 2525.185324 = -158463.256379
  nChanged 83
		SP:Iteration 6Q (50310.170000 sec): 3 clusters
  Score: Raw -161058.351702 + Penalty 2525.185324 = -158533.166378
  nChanged 82
		SP:Iteration 7Q (50310.350000 sec): 3 clusters
  Score: Raw -161137.747176 + Penalty 2525.185324 = -158612.561852
  nChanged 89
		SP:Iteration 8Q (50310.520000 sec): 3 clusters
  Score: Raw -161212.576934 + Penalty 2525.185324 = -158687.391610
  nChanged 86
		SP:Iteration 9Q (50310.700000 sec): 3 clusters
  Score: Raw -161312.031634 + Penalty 2525.185324 = -158786.846310
  nChanged 95
		SP:Iteration 10Q (50310.880000 sec): 3 clusters
  Score: Raw -161405.470186 + Penalty 2525.185324 = -158880.284862
  nChanged 78
		SP:Iteration 11Q (50311.050000 sec): 3 clusters
  Score: Raw -161488.587088 + Penalty 2525.185324 = -158963.401765
  nChanged 85
		SP:Iteration 12Q (50311.230000 sec): 3 clusters
  Score: Raw -161566.754253 + Penalty 2525.185324 = -159041.568930
  nChanged 72
		SP:Iteration 13Q (50311.400000 sec): 3 clusters
  Score: Raw -161641.951141 + Penalty 2525.185324 = -159116.765817
  nChanged 59
		SP:Iteration 14Q (50311.580000 sec): 3 clusters
  Score: Raw -161687.525909 + Penalty 2525.185324 = -159162.340585
  nChanged 44
		SP:Iteration 15Q (50311.760000 sec): 3 clusters
  Score: Raw -161719.537941 + Penalty 2525.185324 = -159194.352618
  nChanged 28
		SP:Iteration 16Q (50311.930000 sec): 3 clusters
  Score: Raw -161740.409424 + Penalty 2525.185324 = -159215.224100
  nChanged 27
		SP:Iteration 17Q (50312.110000 sec): 3 clusters
  Score: Raw -161764.157619 + Penalty 2525.185324 = -159238.972295
  nChanged 21
		SP:Iteration 18Q (50312.280000 sec): 3 clusters
  Score: Raw -161783.018485 + Penalty 2525.185324 = -159257.833161
  nChanged 28
		SP:Iteration 19Q (50312.460000 sec): 3 clusters
  Score: Raw -161811.524104 + Penalty 2525.185324 = -159286.338781
  nChanged 21
		SP:Iteration 20F (50312.630000 sec): 3 clusters
  Score: Raw -161828.164830 + Penalty 2525.185324 = -159302.979507
  nChanged 21
		SP:Iteration 21Q (50312.810000 sec): 3 clusters
  Score: Raw -161853.209400 + Penalty 2525.185324 = -159328.024076
  nChanged 33
		SP:Iteration 22Q (50312.980000 sec): 3 clusters
  Score: Raw -161890.955936 + Penalty 2525.185324 = -159365.770613
  nChanged 33
		SP:Iteration 23Q (50313.160000 sec): 3 clusters
  Score: Raw -161931.323691 + Penalty 2525.185324 = -159406.138367
  nChanged 24
		SP:Iteration 24Q (50313.340000 sec): 3 clusters
  Score: Raw -161950.923139 + Penalty 2525.185324 = -159425.737815
  nChanged 14
		SP:Iteration 25Q (50313.510000 sec): 3 clusters
  Score: Raw -161958.408099 + Penalty 2525.185324 = -159433.222776
  nChanged 11
		SP:Iteration 26Q (50313.690000 sec): 3 clusters
  Score: Raw -161963.014691 + Penalty 2525.185324 = -159437.829367
  nChanged 4
		SP:Iteration 27Q (50313.860000 sec): 3 clusters
  Score: Raw -161964.262164 + Penalty 2525.185324 = -159439.076841
  nChanged 3
		SP:Iteration 28Q (50314.040000 sec): 3 clusters
  Score: Raw -161966.047180 + Penalty 2525.185324 = -159440.861856
  nChanged 6
		SP:Iteration 29Q (50314.220000 sec): 3 clusters
  Score: Raw -161969.788041 + Penalty 2525.185324 = -159444.602718
  nChanged 3
		SP:Iteration 30Q (50314.390000 sec): 3 clusters
  Score: Raw -161970.676481 + Penalty 2525.185324 = -159445.491158
  nChanged 0
		SP:Iteration 31F (50314.570000 sec): 3 clusters
  Score: Raw -161970.676481 + Penalty 2525.185324 = -159445.491158
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 71 (1365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50314.660000 sec): 2 clusters
  Score: Raw -104225.109121 + Penalty 1173.072827 = -103052.036293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50314.830000 sec): 3 clusters
  Score: Raw -103714.495413 + Penalty 2346.145655 = -101368.349758
  nChanged 447
		SP:Iteration 1F (50315.010000 sec): 3 clusters
  Score: Raw -104084.777517 + Penalty 2346.145655 = -101738.631862
  nChanged 131
		SP:Iteration 2F (50315.180000 sec): 3 clusters
  Score: Raw -104230.454225 + Penalty 2346.145655 = -101884.308570
  nChanged 70
		SP:Iteration 3F (50315.360000 sec): 3 clusters
  Score: Raw -104307.441447 + Penalty 2346.145655 = -101961.295792
  nChanged 62
		SP:Iteration 4Q (50315.540000 sec): 3 clusters
  Score: Raw -104368.035638 + Penalty 2346.145655 = -102021.889983
  nChanged 45
		SP:Iteration 5Q (50315.710000 sec): 3 clusters
  Score: Raw -104413.208828 + Penalty 2346.145655 = -102067.063173
  nChanged 41
		SP:Iteration 6Q (50315.890000 sec): 3 clusters
  Score: Raw -104450.206420 + Penalty 2346.145655 = -102104.060765
  nChanged 34
		SP:Iteration 7Q (50316.060000 sec): 3 clusters
  Score: Raw -104484.922101 + Penalty 2346.145655 = -102138.776446
  nChanged 27
		SP:Iteration 8Q (50316.240000 sec): 3 clusters
  Score: Raw -104519.086906 + Penalty 2346.145655 = -102172.941251
  nChanged 32
		SP:Iteration 9Q (50316.420000 sec): 3 clusters
  Score: Raw -104555.842708 + Penalty 2346.145655 = -102209.697053
  nChanged 22
		SP:Iteration 10Q (50316.590000 sec): 3 clusters
  Score: Raw -104570.535310 + Penalty 2346.145655 = -102224.389655
  nChanged 11
		SP:Iteration 11Q (50316.770000 sec): 3 clusters
  Score: Raw -104580.458951 + Penalty 2346.145655 = -102234.313296
  nChanged 9
		SP:Iteration 12Q (50316.940000 sec): 3 clusters
  Score: Raw -104590.940498 + Penalty 2346.145655 = -102244.794843
  nChanged 12
		SP:Iteration 13Q (50317.120000 sec): 3 clusters
  Score: Raw -104599.307288 + Penalty 2346.145655 = -102253.161633
  nChanged 8
		SP:Iteration 14Q (50317.290000 sec): 3 clusters
  Score: Raw -104605.276846 + Penalty 2346.145655 = -102259.131191
  nChanged 11
		SP:Iteration 15Q (50317.470000 sec): 3 clusters
  Score: Raw -104614.307791 + Penalty 2346.145655 = -102268.162136
  nChanged 11
		SP:Iteration 16Q (50317.640000 sec): 3 clusters
  Score: Raw -104628.557306 + Penalty 2346.145655 = -102282.411651
  nChanged 13
		SP:Iteration 17Q (50317.820000 sec): 3 clusters
  Score: Raw -104636.942554 + Penalty 2346.145655 = -102290.796899
  nChanged 7
		SP:Iteration 18Q (50317.990000 sec): 3 clusters
  Score: Raw -104645.053683 + Penalty 2346.145655 = -102298.908028
  nChanged 12
		SP:Iteration 19Q (50318.170000 sec): 3 clusters
  Score: Raw -104661.229169 + Penalty 2346.145655 = -102315.083514
  nChanged 8
		SP:Iteration 20F (50318.340000 sec): 3 clusters
  Score: Raw -104667.914465 + Penalty 2346.145655 = -102321.768810
  nChanged 6
		SP:Iteration 21Q (50318.520000 sec): 3 clusters
  Score: Raw -104671.546048 + Penalty 2346.145655 = -102325.400393
  nChanged 4
		SP:Iteration 22Q (50318.700000 sec): 3 clusters
  Score: Raw -104675.913850 + Penalty 2346.145655 = -102329.768195
  nChanged 5
		SP:Iteration 23Q (50318.870000 sec): 3 clusters
  Score: Raw -104679.187832 + Penalty 2346.145655 = -102333.042177
  nChanged 3
		SP:Iteration 24Q (50319.050000 sec): 3 clusters
  Score: Raw -104681.849279 + Penalty 2346.145655 = -102335.703624
  nChanged 2
		SP:Iteration 25Q (50319.220000 sec): 3 clusters
  Score: Raw -104687.003626 + Penalty 2346.145655 = -102340.857971
  nChanged 2
		SP:Iteration 26Q (50319.400000 sec): 3 clusters
  Score: Raw -104691.145187 + Penalty 2346.145655 = -102344.999532
  nChanged 2
		SP:Iteration 27Q (50319.580000 sec): 3 clusters
  Score: Raw -104692.109228 + Penalty 2346.145655 = -102345.963573
  nChanged 0
		SP:Iteration 28F (50319.750000 sec): 3 clusters
  Score: Raw -104692.109228 + Penalty 2346.145655 = -102345.963573
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 72 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50319.840000 sec): 2 clusters
  Score: Raw -94364.868311 + Penalty 1169.583245 = -93195.285066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50320.020000 sec): 3 clusters
  Score: Raw -93877.850928 + Penalty 2339.166490 = -91538.684437
  nChanged 446
		SP:Iteration 1F (50320.190000 sec): 3 clusters
  Score: Raw -94258.279413 + Penalty 2339.166490 = -91919.112923
  nChanged 122
		SP:Iteration 2F (50320.370000 sec): 3 clusters
  Score: Raw -94373.477723 + Penalty 2339.166490 = -92034.311233
  nChanged 63
		SP:Iteration 3Q (50320.540000 sec): 3 clusters
  Score: Raw -94441.181368 + Penalty 2339.166490 = -92102.014878
  nChanged 56
		SP:Iteration 4Q (50320.720000 sec): 3 clusters
  Score: Raw -94491.640999 + Penalty 2339.166490 = -92152.474509
  nChanged 41
		SP:Iteration 5Q (50320.900000 sec): 3 clusters
  Score: Raw -94522.893950 + Penalty 2339.166490 = -92183.727460
  nChanged 40
		SP:Iteration 6Q (50321.070000 sec): 3 clusters
  Score: Raw -94566.678956 + Penalty 2339.166490 = -92227.512466
  nChanged 41
		SP:Iteration 7Q (50321.250000 sec): 3 clusters
  Score: Raw -94605.078186 + Penalty 2339.166490 = -92265.911696
  nChanged 40
		SP:Iteration 8Q (50321.470000 sec): 3 clusters
  Score: Raw -94637.224949 + Penalty 2339.166490 = -92298.058459
  nChanged 20
		SP:Iteration 9Q (50321.640000 sec): 3 clusters
  Score: Raw -94659.720468 + Penalty 2339.166490 = -92320.553978
  nChanged 26
		SP:Iteration 10Q (50321.790000 sec): 3 clusters
  Score: Raw -94690.013761 + Penalty 2339.166490 = -92350.847271
  nChanged 25
		SP:Iteration 11Q (50321.960000 sec): 3 clusters
  Score: Raw -94713.528258 + Penalty 2339.166490 = -92374.361768
  nChanged 23
		SP:Iteration 12Q (50322.140000 sec): 3 clusters
  Score: Raw -94738.646215 + Penalty 2339.166490 = -92399.479725
  nChanged 25
		SP:Iteration 13Q (50322.310000 sec): 3 clusters
  Score: Raw -94764.938787 + Penalty 2339.166490 = -92425.772297
  nChanged 15
		SP:Iteration 14Q (50322.490000 sec): 3 clusters
  Score: Raw -94777.746208 + Penalty 2339.166490 = -92438.579718
  nChanged 12
		SP:Iteration 15Q (50322.660000 sec): 3 clusters
  Score: Raw -94784.598929 + Penalty 2339.166490 = -92445.432439
  nChanged 2
		SP:Iteration 16Q (50322.840000 sec): 3 clusters
  Score: Raw -94787.008374 + Penalty 2339.166490 = -92447.841884
  nChanged 4
		SP:Iteration 17Q (50323.020000 sec): 3 clusters
  Score: Raw -94793.915286 + Penalty 2339.166490 = -92454.748796
  nChanged 7
		SP:Iteration 18Q (50323.190000 sec): 3 clusters
  Score: Raw -94806.754394 + Penalty 2339.166490 = -92467.587904
  nChanged 10
		SP:Iteration 19Q (50323.350000 sec): 3 clusters
  Score: Raw -94819.218439 + Penalty 2339.166490 = -92480.051949
  nChanged 8
		SP:Iteration 20F (50323.510000 sec): 3 clusters
  Score: Raw -94827.333837 + Penalty 2339.166490 = -92488.167347
  nChanged 7
		SP:Iteration 21Q (50323.700000 sec): 3 clusters
  Score: Raw -94835.619067 + Penalty 2339.166490 = -92496.452577
  nChanged 5
		SP:Iteration 22Q (50323.860000 sec): 3 clusters
  Score: Raw -94839.758505 + Penalty 2339.166490 = -92500.592015
  nChanged 4
		SP:Iteration 23Q (50324.030000 sec): 3 clusters
  Score: Raw -94843.584811 + Penalty 2339.166490 = -92504.418321
  nChanged 1
		SP:Iteration 24Q (50324.210000 sec): 3 clusters
  Score: Raw -94844.194468 + Penalty 2339.166490 = -92505.027978
  nChanged 1
		SP:Iteration 25Q (50324.380000 sec): 3 clusters
  Score: Raw -94844.839512 + Penalty 2339.166490 = -92505.673022
  nChanged 0
		SP:Iteration 26F (50324.560000 sec): 3 clusters
  Score: Raw -94844.839512 + Penalty 2339.166490 = -92505.673022
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 73 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50324.640000 sec): 2 clusters
  Score: Raw -50143.043082 + Penalty 1072.036177 = -49071.006906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50324.820000 sec): 3 clusters
  Score: Raw -49962.839034 + Penalty 2144.072353 = -47818.766681
  nChanged 220
		SP:Iteration 1F (50324.990000 sec): 3 clusters
  Score: Raw -50184.991700 + Penalty 2144.072353 = -48040.919347
  nChanged 49
		SP:Iteration 2F (50325.160000 sec): 3 clusters
  Score: Raw -50248.325300 + Penalty 2144.072353 = -48104.252947
  nChanged 36
		SP:Iteration 3Q (50325.340000 sec): 3 clusters
  Score: Raw -50284.999310 + Penalty 2144.072353 = -48140.926956
  nChanged 20
		SP:Iteration 4Q (50325.510000 sec): 3 clusters
  Score: Raw -50306.133934 + Penalty 2144.072353 = -48162.061581
  nChanged 10
		SP:Iteration 5Q (50325.690000 sec): 3 clusters
  Score: Raw -50324.599805 + Penalty 2144.072353 = -48180.527452
  nChanged 14
		SP:Iteration 6Q (50325.860000 sec): 3 clusters
  Score: Raw -50347.969417 + Penalty 2144.072353 = -48203.897063
  nChanged 17
		SP:Iteration 7Q (50326.030000 sec): 3 clusters
  Score: Raw -50383.208677 + Penalty 2144.072353 = -48239.136324
  nChanged 10
		SP:Iteration 8Q (50326.210000 sec): 3 clusters
  Score: Raw -50405.622425 + Penalty 2144.072353 = -48261.550072
  nChanged 11
		SP:Iteration 9Q (50326.380000 sec): 3 clusters
  Score: Raw -50433.491808 + Penalty 2144.072353 = -48289.419455
  nChanged 12
		SP:Iteration 10Q (50326.550000 sec): 3 clusters
  Score: Raw -50461.763292 + Penalty 2144.072353 = -48317.690939
  nChanged 16
		SP:Iteration 11Q (50326.730000 sec): 3 clusters
  Score: Raw -50491.171910 + Penalty 2144.072353 = -48347.099557
  nChanged 8
		SP:Iteration 12Q (50326.900000 sec): 3 clusters
  Score: Raw -50504.619289 + Penalty 2144.072353 = -48360.546936
  nChanged 7
		SP:Iteration 13Q (50327.070000 sec): 3 clusters
  Score: Raw -50520.664233 + Penalty 2144.072353 = -48376.591880
  nChanged 7
		SP:Iteration 14Q (50327.250000 sec): 3 clusters
  Score: Raw -50534.288082 + Penalty 2144.072353 = -48390.215729
  nChanged 7
		SP:Iteration 15Q (50327.420000 sec): 3 clusters
  Score: Raw -50544.120618 + Penalty 2144.072353 = -48400.048265
  nChanged 6
		SP:Iteration 16Q (50327.590000 sec): 3 clusters
  Score: Raw -50555.923353 + Penalty 2144.072353 = -48411.851000
  nChanged 3
		SP:Iteration 17Q (50327.770000 sec): 3 clusters
  Score: Raw -50559.778684 + Penalty 2144.072353 = -48415.706330
  nChanged 2
		SP:Iteration 18Q (50327.940000 sec): 3 clusters
  Score: Raw -50562.928384 + Penalty 2144.072353 = -48418.856031
  nChanged 0
		SP:Iteration 19F (50328.110000 sec): 3 clusters
  Score: Raw -50562.928384 + Penalty 2144.072353 = -48418.856031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 74 (2816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50328.230000 sec): 2 clusters
  Score: Raw -209918.478901 + Penalty 1290.749317 = -208627.729585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50328.370000 sec): 3 clusters
  Score: Raw -208606.028289 + Penalty 2581.498633 = -206024.529656
  nChanged 1060
		SP:Iteration 1F (50328.510000 sec): 3 clusters
  Score: Raw -209299.009045 + Penalty 2581.498633 = -206717.510412
  nChanged 240
		SP:Iteration 2F (50328.660000 sec): 3 clusters
  Score: Raw -209472.183327 + Penalty 2581.498633 = -206890.684694
  nChanged 174
		SP:Iteration 3F (50328.820000 sec): 3 clusters
  Score: Raw -209615.372403 + Penalty 2581.498633 = -207033.873770
  nChanged 138
		SP:Iteration 4Q (50328.980000 sec): 3 clusters
  Score: Raw -209747.282282 + Penalty 2581.498633 = -207165.783649
  nChanged 146
		SP:Iteration 5F (50329.140000 sec): 3 clusters
  Score: Raw -209879.029933 + Penalty 2581.498633 = -207297.531300
  nChanged 116
		SP:Iteration 6Q (50329.300000 sec): 3 clusters
  Score: Raw -209950.229938 + Penalty 2581.498633 = -207368.731305
  nChanged 68
		SP:Iteration 7Q (50329.460000 sec): 3 clusters
  Score: Raw -209992.428154 + Penalty 2581.498633 = -207410.929521
  nChanged 72
		SP:Iteration 8Q (50329.620000 sec): 3 clusters
  Score: Raw -210046.548279 + Penalty 2581.498633 = -207465.049646
  nChanged 61
		SP:Iteration 9Q (50329.780000 sec): 3 clusters
  Score: Raw -210085.878721 + Penalty 2581.498633 = -207504.380088
  nChanged 47
		SP:Iteration 10Q (50329.940000 sec): 3 clusters
  Score: Raw -210114.594019 + Penalty 2581.498633 = -207533.095386
  nChanged 43
		SP:Iteration 11Q (50330.090000 sec): 3 clusters
  Score: Raw -210145.854146 + Penalty 2581.498633 = -207564.355513
  nChanged 51
		SP:Iteration 12Q (50330.250000 sec): 3 clusters
  Score: Raw -210177.034316 + Penalty 2581.498633 = -207595.535683
  nChanged 48
		SP:Iteration 13Q (50330.410000 sec): 3 clusters
  Score: Raw -210209.881359 + Penalty 2581.498633 = -207628.382726
  nChanged 47
		SP:Iteration 14Q (50330.570000 sec): 3 clusters
  Score: Raw -210233.437910 + Penalty 2581.498633 = -207651.939277
  nChanged 33
		SP:Iteration 15Q (50330.730000 sec): 3 clusters
  Score: Raw -210254.500740 + Penalty 2581.498633 = -207673.002107
  nChanged 37
		SP:Iteration 16Q (50330.910000 sec): 3 clusters
  Score: Raw -210276.139300 + Penalty 2581.498633 = -207694.640666
  nChanged 39
		SP:Iteration 17Q (50331.080000 sec): 3 clusters
  Score: Raw -210301.848480 + Penalty 2581.498633 = -207720.349847
  nChanged 34
		SP:Iteration 18Q (50331.260000 sec): 3 clusters
  Score: Raw -210322.004359 + Penalty 2581.498633 = -207740.505726
  nChanged 31
		SP:Iteration 19Q (50331.430000 sec): 3 clusters
  Score: Raw -210341.879036 + Penalty 2581.498633 = -207760.380403
  nChanged 26
		SP:Iteration 20F (50331.610000 sec): 3 clusters
  Score: Raw -210357.115052 + Penalty 2581.498633 = -207775.616419
  nChanged 29
		SP:Iteration 21Q (50331.790000 sec): 3 clusters
  Score: Raw -210373.563277 + Penalty 2581.498633 = -207792.064644
  nChanged 25
		SP:Iteration 22Q (50331.960000 sec): 3 clusters
  Score: Raw -210388.431843 + Penalty 2581.498633 = -207806.933210
  nChanged 22
		SP:Iteration 23Q (50332.140000 sec): 3 clusters
  Score: Raw -210398.390928 + Penalty 2581.498633 = -207816.892295
  nChanged 10
		SP:Iteration 24Q (50332.310000 sec): 3 clusters
  Score: Raw -210401.535204 + Penalty 2581.498633 = -207820.036571
  nChanged 7
		SP:Iteration 25Q (50332.490000 sec): 3 clusters
  Score: Raw -210404.167652 + Penalty 2581.498633 = -207822.669019
  nChanged 7
		SP:Iteration 26Q (50332.670000 sec): 3 clusters
  Score: Raw -210406.332649 + Penalty 2581.498633 = -207824.834015
  nChanged 6
		SP:Iteration 27Q (50332.840000 sec): 3 clusters
  Score: Raw -210408.789765 + Penalty 2581.498633 = -207827.291132
  nChanged 6
		SP:Iteration 28Q (50333.020000 sec): 3 clusters
  Score: Raw -210410.502250 + Penalty 2581.498633 = -207829.003617
  nChanged 10
		SP:Iteration 29Q (50333.190000 sec): 3 clusters
  Score: Raw -210413.152951 + Penalty 2581.498633 = -207831.654318
  nChanged 8
		SP:Iteration 30Q (50333.370000 sec): 3 clusters
  Score: Raw -210415.643632 + Penalty 2581.498633 = -207834.144999
  nChanged 5
		SP:Iteration 31Q (50333.550000 sec): 3 clusters
  Score: Raw -210417.985063 + Penalty 2581.498633 = -207836.486430
  nChanged 5
		SP:Iteration 32Q (50333.720000 sec): 3 clusters
  Score: Raw -210419.858748 + Penalty 2581.498633 = -207838.360115
  nChanged 4
		SP:Iteration 33Q (50333.900000 sec): 3 clusters
  Score: Raw -210421.360456 + Penalty 2581.498633 = -207839.861823
  nChanged 2
		SP:Iteration 34Q (50334.070000 sec): 3 clusters
  Score: Raw -210421.846733 + Penalty 2581.498633 = -207840.348100
  nChanged 0
		SP:Iteration 35F (50334.250000 sec): 3 clusters
  Score: Raw -210421.846733 + Penalty 2581.498633 = -207840.348100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 75 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50334.330000 sec): 2 clusters
  Score: Raw -163124.950731 + Penalty 1224.225228 = -161900.725503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50334.510000 sec): 3 clusters
  Score: Raw -162371.079055 + Penalty 2448.450456 = -159922.628599
  nChanged 672
		SP:Iteration 1F (50334.680000 sec): 3 clusters
  Score: Raw -162850.964491 + Penalty 2448.450456 = -160402.514036
  nChanged 169
		SP:Iteration 2F (50334.850000 sec): 3 clusters
  Score: Raw -163035.112796 + Penalty 2448.450456 = -160586.662340
  nChanged 114
		SP:Iteration 3F (50335.030000 sec): 3 clusters
  Score: Raw -163188.213909 + Penalty 2448.450456 = -160739.763454
  nChanged 118
		SP:Iteration 4F (50335.200000 sec): 3 clusters
  Score: Raw -163339.604945 + Penalty 2448.450456 = -160891.154489
  nChanged 101
		SP:Iteration 5F (50335.370000 sec): 3 clusters
  Score: Raw -163449.502423 + Penalty 2448.450456 = -161001.051967
  nChanged 73
		SP:Iteration 6Q (50335.540000 sec): 3 clusters
  Score: Raw -163531.561729 + Penalty 2448.450456 = -161083.111273
  nChanged 75
		SP:Iteration 7Q (50335.700000 sec): 3 clusters
  Score: Raw -163604.851026 + Penalty 2448.450456 = -161156.400570
  nChanged 61
		SP:Iteration 8Q (50335.880000 sec): 3 clusters
  Score: Raw -163659.537019 + Penalty 2448.450456 = -161211.086563
  nChanged 49
		SP:Iteration 9Q (50336.050000 sec): 3 clusters
  Score: Raw -163699.041931 + Penalty 2448.450456 = -161250.591475
  nChanged 32
		SP:Iteration 10Q (50336.230000 sec): 3 clusters
  Score: Raw -163723.869613 + Penalty 2448.450456 = -161275.419157
  nChanged 15
		SP:Iteration 11Q (50336.410000 sec): 3 clusters
  Score: Raw -163734.215337 + Penalty 2448.450456 = -161285.764881
  nChanged 10
		SP:Iteration 12Q (50336.580000 sec): 3 clusters
  Score: Raw -163740.596253 + Penalty 2448.450456 = -161292.145797
  nChanged 7
		SP:Iteration 13Q (50336.760000 sec): 3 clusters
  Score: Raw -163745.814221 + Penalty 2448.450456 = -161297.363765
  nChanged 7
		SP:Iteration 14Q (50336.930000 sec): 3 clusters
  Score: Raw -163749.926262 + Penalty 2448.450456 = -161301.475806
  nChanged 3
		SP:Iteration 15Q (50337.110000 sec): 3 clusters
  Score: Raw -163751.370959 + Penalty 2448.450456 = -161302.920503
  nChanged 2
		SP:Iteration 16Q (50337.290000 sec): 3 clusters
  Score: Raw -163752.553092 + Penalty 2448.450456 = -161304.102636
  nChanged 3
		SP:Iteration 17Q (50337.460000 sec): 3 clusters
  Score: Raw -163754.221258 + Penalty 2448.450456 = -161305.770802
  nChanged 2
		SP:Iteration 18Q (50337.640000 sec): 3 clusters
  Score: Raw -163755.314151 + Penalty 2448.450456 = -161306.863695
  nChanged 1
		SP:Iteration 19Q (50337.810000 sec): 3 clusters
  Score: Raw -163755.684037 + Penalty 2448.450456 = -161307.233581
  nChanged 0
		SP:Iteration 20F (50337.990000 sec): 3 clusters
  Score: Raw -163755.684037 + Penalty 2448.450456 = -161307.233581
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 76 (494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50338.080000 sec): 2 clusters
  Score: Raw -40636.966423 + Penalty 1007.912022 = -39629.054401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50338.250000 sec): 3 clusters
  Score: Raw -40550.158916 + Penalty 2015.824043 = -38534.334873
  nChanged 107
		SP:Iteration 1F (50338.430000 sec): 3 clusters
  Score: Raw -40687.533584 + Penalty 2015.824043 = -38671.709541
  nChanged 26
		SP:Iteration 2F (50338.610000 sec): 3 clusters
  Score: Raw -40742.694653 + Penalty 2015.824043 = -38726.870610
  nChanged 17
		SP:Iteration 3Q (50338.780000 sec): 3 clusters
  Score: Raw -40769.999495 + Penalty 2015.824043 = -38754.175452
  nChanged 8
		SP:Iteration 4Q (50338.960000 sec): 3 clusters
  Score: Raw -40785.517521 + Penalty 2015.824043 = -38769.693478
  nChanged 7
		SP:Iteration 5Q (50339.130000 sec): 3 clusters
  Score: Raw -40794.771547 + Penalty 2015.824043 = -38778.947503
  nChanged 0
		SP:Iteration 6F (50339.310000 sec): 3 clusters
  Score: Raw -40794.771547 + Penalty 2015.824043 = -38778.947503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 77 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50339.420000 sec): 2 clusters
  Score: Raw -232710.158883 + Penalty 1290.344872 = -231419.814011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50339.540000 sec): 3 clusters
  Score: Raw -231395.771932 + Penalty 2580.689744 = -228815.082188
  nChanged 1089
		SP:Iteration 1F (50339.690000 sec): 3 clusters
  Score: Raw -232017.038713 + Penalty 2580.689744 = -229436.348969
  nChanged 210
		SP:Iteration 2F (50339.830000 sec): 3 clusters
  Score: Raw -232149.775064 + Penalty 2580.689744 = -229569.085320
  nChanged 133
		SP:Iteration 3Q (50339.970000 sec): 3 clusters
  Score: Raw -232236.253588 + Penalty 2580.689744 = -229655.563844
  nChanged 118
		SP:Iteration 4Q (50340.120000 sec): 3 clusters
  Score: Raw -232317.168226 + Penalty 2580.689744 = -229736.478482
  nChanged 119
		SP:Iteration 5Q (50340.260000 sec): 3 clusters
  Score: Raw -232405.101213 + Penalty 2580.689744 = -229824.411469
  nChanged 97
		SP:Iteration 6Q (50340.410000 sec): 3 clusters
  Score: Raw -232475.790408 + Penalty 2580.689744 = -229895.100665
  nChanged 84
		SP:Iteration 7Q (50340.570000 sec): 3 clusters
  Score: Raw -232530.430396 + Penalty 2580.689744 = -229949.740653
  nChanged 72
		SP:Iteration 8Q (50340.730000 sec): 3 clusters
  Score: Raw -232587.485224 + Penalty 2580.689744 = -230006.795480
  nChanged 83
		SP:Iteration 9Q (50340.890000 sec): 3 clusters
  Score: Raw -232660.553589 + Penalty 2580.689744 = -230079.863845
  nChanged 82
		SP:Iteration 10Q (50341.050000 sec): 3 clusters
  Score: Raw -232720.345498 + Penalty 2580.689744 = -230139.655754
  nChanged 74
		SP:Iteration 11Q (50341.210000 sec): 3 clusters
  Score: Raw -232779.971214 + Penalty 2580.689744 = -230199.281470
  nChanged 67
		SP:Iteration 12Q (50341.370000 sec): 3 clusters
  Score: Raw -232831.073579 + Penalty 2580.689744 = -230250.383835
  nChanged 66
		SP:Iteration 13Q (50341.530000 sec): 3 clusters
  Score: Raw -232878.127050 + Penalty 2580.689744 = -230297.437307
  nChanged 64
		SP:Iteration 14Q (50341.690000 sec): 3 clusters
  Score: Raw -232928.129065 + Penalty 2580.689744 = -230347.439322
  nChanged 73
		SP:Iteration 15Q (50341.850000 sec): 3 clusters
  Score: Raw -232985.529742 + Penalty 2580.689744 = -230404.839998
  nChanged 67
		SP:Iteration 16Q (50342.010000 sec): 3 clusters
  Score: Raw -233053.221003 + Penalty 2580.689744 = -230472.531259
  nChanged 73
		SP:Iteration 17Q (50342.170000 sec): 3 clusters
  Score: Raw -233140.952802 + Penalty 2580.689744 = -230560.263058
  nChanged 81
		SP:Iteration 18Q (50342.330000 sec): 3 clusters
  Score: Raw -233264.603844 + Penalty 2580.689744 = -230683.914100
  nChanged 84
		SP:Iteration 19Q (50342.490000 sec): 3 clusters
  Score: Raw -233391.340724 + Penalty 2580.689744 = -230810.650980
  nChanged 80
		SP:Iteration 20F (50342.650000 sec): 3 clusters
  Score: Raw -233499.850248 + Penalty 2580.689744 = -230919.160504
  nChanged 59
		SP:Iteration 21Q (50342.810000 sec): 3 clusters
  Score: Raw -233570.905327 + Penalty 2580.689744 = -230990.215583
  nChanged 55
		SP:Iteration 22Q (50342.970000 sec): 3 clusters
  Score: Raw -233666.646966 + Penalty 2580.689744 = -231085.957222
  nChanged 61
		SP:Iteration 23Q (50343.130000 sec): 3 clusters
  Score: Raw -233763.421457 + Penalty 2580.689744 = -231182.731713
  nChanged 35
		SP:Iteration 24Q (50343.290000 sec): 3 clusters
  Score: Raw -233807.089613 + Penalty 2580.689744 = -231226.399869
  nChanged 36
		SP:Iteration 25Q (50343.460000 sec): 3 clusters
  Score: Raw -233839.748923 + Penalty 2580.689744 = -231259.059179
  nChanged 17
		SP:Iteration 26Q (50343.620000 sec): 3 clusters
  Score: Raw -233850.411768 + Penalty 2580.689744 = -231269.722024
  nChanged 14
		SP:Iteration 27Q (50343.780000 sec): 3 clusters
  Score: Raw -233859.687800 + Penalty 2580.689744 = -231278.998056
  nChanged 7
		SP:Iteration 28Q (50343.940000 sec): 3 clusters
  Score: Raw -233862.577753 + Penalty 2580.689744 = -231281.888009
  nChanged 4
		SP:Iteration 29Q (50344.100000 sec): 3 clusters
  Score: Raw -233864.152015 + Penalty 2580.689744 = -231283.462271
  nChanged 2
		SP:Iteration 30Q (50344.270000 sec): 3 clusters
  Score: Raw -233864.770539 + Penalty 2580.689744 = -231284.080795
  nChanged 1
		SP:Iteration 31Q (50344.430000 sec): 3 clusters
  Score: Raw -233864.959145 + Penalty 2580.689744 = -231284.269401
  nChanged 0
		SP:Iteration 32F (50344.590000 sec): 3 clusters
  Score: Raw -233864.959145 + Penalty 2580.689744 = -231284.269401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 78 (607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50344.670000 sec): 2 clusters
  Score: Raw -38977.596610 + Penalty 1041.385929 = -37936.210681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50344.830000 sec): 3 clusters
  Score: Raw -38891.280831 + Penalty 2082.771857 = -36808.508974
  nChanged 159
		SP:Iteration 1F (50345.000000 sec): 3 clusters
  Score: Raw -39102.987295 + Penalty 2082.771857 = -37020.215438
  nChanged 41
		SP:Iteration 2F (50345.170000 sec): 3 clusters
  Score: Raw -39169.444787 + Penalty 2082.771857 = -37086.672930
  nChanged 17
		SP:Iteration 3Q (50345.340000 sec): 3 clusters
  Score: Raw -39192.484637 + Penalty 2082.771857 = -37109.712780
  nChanged 9
		SP:Iteration 4Q (50345.510000 sec): 3 clusters
  Score: Raw -39199.355225 + Penalty 2082.771857 = -37116.583367
  nChanged 5
		SP:Iteration 5Q (50345.690000 sec): 3 clusters
  Score: Raw -39206.429532 + Penalty 2082.771857 = -37123.657675
  nChanged 1
		SP:Iteration 6Q (50345.860000 sec): 3 clusters
  Score: Raw -39207.556777 + Penalty 2082.771857 = -37124.784920
  nChanged 2
		SP:Iteration 7Q (50346.040000 sec): 3 clusters
  Score: Raw -39209.966437 + Penalty 2082.771857 = -37127.194580
  nChanged 2
		SP:Iteration 8Q (50346.210000 sec): 3 clusters
  Score: Raw -39211.534351 + Penalty 2082.771857 = -37128.762494
  nChanged 0
		SP:Iteration 9F (50346.390000 sec): 3 clusters
  Score: Raw -39211.534351 + Penalty 2082.771857 = -37128.762494
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 79 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50346.500000 sec): 2 clusters
  Score: Raw -162674.534325 + Penalty 1243.307029 = -161431.227296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50346.690000 sec): 3 clusters
  Score: Raw -161782.308213 + Penalty 2486.614057 = -159295.694156
  nChanged 736
		SP:Iteration 1F (50346.860000 sec): 3 clusters
  Score: Raw -162202.352705 + Penalty 2486.614057 = -159715.738648
  nChanged 153
		SP:Iteration 2F (50347.040000 sec): 3 clusters
  Score: Raw -162317.704580 + Penalty 2486.614057 = -159831.090523
  nChanged 104
		SP:Iteration 3Q (50347.210000 sec): 3 clusters
  Score: Raw -162376.952677 + Penalty 2486.614057 = -159890.338620
  nChanged 71
		SP:Iteration 4Q (50347.390000 sec): 3 clusters
  Score: Raw -162421.279974 + Penalty 2486.614057 = -159934.665917
  nChanged 48
		SP:Iteration 5Q (50347.570000 sec): 3 clusters
  Score: Raw -162452.853366 + Penalty 2486.614057 = -159966.239309
  nChanged 38
		SP:Iteration 6Q (50347.740000 sec): 3 clusters
  Score: Raw -162481.172463 + Penalty 2486.614057 = -159994.558406
  nChanged 44
		SP:Iteration 7Q (50347.920000 sec): 3 clusters
  Score: Raw -162508.421589 + Penalty 2486.614057 = -160021.807532
  nChanged 40
		SP:Iteration 8Q (50348.090000 sec): 3 clusters
  Score: Raw -162529.175833 + Penalty 2486.614057 = -160042.561776
  nChanged 42
		SP:Iteration 9Q (50348.270000 sec): 3 clusters
  Score: Raw -162563.633207 + Penalty 2486.614057 = -160077.019150
  nChanged 51
		SP:Iteration 10Q (50348.450000 sec): 3 clusters
  Score: Raw -162602.663415 + Penalty 2486.614057 = -160116.049358
  nChanged 55
		SP:Iteration 11Q (50348.620000 sec): 3 clusters
  Score: Raw -162635.152686 + Penalty 2486.614057 = -160148.538629
  nChanged 61
		SP:Iteration 12Q (50348.800000 sec): 3 clusters
  Score: Raw -162680.283078 + Penalty 2486.614057 = -160193.669021
  nChanged 62
		SP:Iteration 13Q (50348.970000 sec): 3 clusters
  Score: Raw -162728.707123 + Penalty 2486.614057 = -160242.093065
  nChanged 58
		SP:Iteration 14Q (50349.150000 sec): 3 clusters
  Score: Raw -162768.798607 + Penalty 2486.614057 = -160282.184550
  nChanged 54
		SP:Iteration 15Q (50349.330000 sec): 3 clusters
  Score: Raw -162811.520855 + Penalty 2486.614057 = -160324.906798
  nChanged 54
		SP:Iteration 16Q (50349.500000 sec): 3 clusters
  Score: Raw -162857.331747 + Penalty 2486.614057 = -160370.717690
  nChanged 46
		SP:Iteration 17Q (50349.680000 sec): 3 clusters
  Score: Raw -162889.555756 + Penalty 2486.614057 = -160402.941699
  nChanged 39
		SP:Iteration 18Q (50349.850000 sec): 3 clusters
  Score: Raw -162913.739219 + Penalty 2486.614057 = -160427.125162
  nChanged 24
		SP:Iteration 19Q (50350.030000 sec): 3 clusters
  Score: Raw -162936.325844 + Penalty 2486.614057 = -160449.711787
  nChanged 26
		SP:Iteration 20F (50350.210000 sec): 3 clusters
  Score: Raw -162964.256415 + Penalty 2486.614057 = -160477.642358
  nChanged 37
		SP:Iteration 21Q (50350.380000 sec): 3 clusters
  Score: Raw -162986.605497 + Penalty 2486.614057 = -160499.991439
  nChanged 28
		SP:Iteration 22Q (50350.550000 sec): 3 clusters
  Score: Raw -163002.116896 + Penalty 2486.614057 = -160515.502839
  nChanged 17
		SP:Iteration 23Q (50350.730000 sec): 3 clusters
  Score: Raw -163010.896340 + Penalty 2486.614057 = -160524.282283
  nChanged 12
		SP:Iteration 24Q (50350.910000 sec): 3 clusters
  Score: Raw -163016.736216 + Penalty 2486.614057 = -160530.122159
  nChanged 9
		SP:Iteration 25Q (50351.080000 sec): 3 clusters
  Score: Raw -163020.982870 + Penalty 2486.614057 = -160534.368813
  nChanged 8
		SP:Iteration 26Q (50351.260000 sec): 3 clusters
  Score: Raw -163024.292371 + Penalty 2486.614057 = -160537.678314
  nChanged 3
		SP:Iteration 27Q (50351.430000 sec): 3 clusters
  Score: Raw -163025.692787 + Penalty 2486.614057 = -160539.078729
  nChanged 3
		SP:Iteration 28Q (50351.610000 sec): 3 clusters
  Score: Raw -163027.118385 + Penalty 2486.614057 = -160540.504328
  nChanged 3
		SP:Iteration 29Q (50351.790000 sec): 3 clusters
  Score: Raw -163028.283347 + Penalty 2486.614057 = -160541.669290
  nChanged 3
		SP:Iteration 30Q (50351.960000 sec): 3 clusters
  Score: Raw -163029.698699 + Penalty 2486.614057 = -160543.084642
  nChanged 2
		SP:Iteration 31Q (50352.140000 sec): 3 clusters
  Score: Raw -163030.430299 + Penalty 2486.614057 = -160543.816242
  nChanged 1
		SP:Iteration 32Q (50352.310000 sec): 3 clusters
  Score: Raw -163030.599237 + Penalty 2486.614057 = -160543.985180
  nChanged 0
		SP:Iteration 33F (50352.490000 sec): 3 clusters
  Score: Raw -163030.599237 + Penalty 2486.614057 = -160543.985180
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 80 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50352.570000 sec): 2 clusters
  Score: Raw -152296.842820 + Penalty 1234.250433 = -151062.592387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50352.750000 sec): 3 clusters
  Score: Raw -151421.452595 + Penalty 2468.500866 = -148952.951730
  nChanged 685
		SP:Iteration 1F (50352.930000 sec): 3 clusters
  Score: Raw -151865.626813 + Penalty 2468.500866 = -149397.125947
  nChanged 154
		SP:Iteration 2F (50353.100000 sec): 3 clusters
  Score: Raw -151997.846211 + Penalty 2468.500866 = -149529.345346
  nChanged 100
		SP:Iteration 3F (50353.280000 sec): 3 clusters
  Score: Raw -152078.735855 + Penalty 2468.500866 = -149610.234989
  nChanged 70
		SP:Iteration 4Q (50353.450000 sec): 3 clusters
  Score: Raw -152124.198840 + Penalty 2468.500866 = -149655.697974
  nChanged 50
		SP:Iteration 5Q (50353.630000 sec): 3 clusters
  Score: Raw -152154.546427 + Penalty 2468.500866 = -149686.045561
  nChanged 48
		SP:Iteration 6Q (50353.810000 sec): 3 clusters
  Score: Raw -152182.145301 + Penalty 2468.500866 = -149713.644435
  nChanged 39
		SP:Iteration 7Q (50353.980000 sec): 3 clusters
  Score: Raw -152202.194776 + Penalty 2468.500866 = -149733.693910
  nChanged 37
		SP:Iteration 8Q (50354.160000 sec): 3 clusters
  Score: Raw -152226.050441 + Penalty 2468.500866 = -149757.549575
  nChanged 40
		SP:Iteration 9Q (50354.330000 sec): 3 clusters
  Score: Raw -152256.113328 + Penalty 2468.500866 = -149787.612462
  nChanged 37
		SP:Iteration 10Q (50354.510000 sec): 3 clusters
  Score: Raw -152283.146308 + Penalty 2468.500866 = -149814.645442
  nChanged 37
		SP:Iteration 11Q (50354.690000 sec): 3 clusters
  Score: Raw -152312.475952 + Penalty 2468.500866 = -149843.975086
  nChanged 36
		SP:Iteration 12Q (50354.860000 sec): 3 clusters
  Score: Raw -152337.648509 + Penalty 2468.500866 = -149869.147643
  nChanged 32
		SP:Iteration 13Q (50355.040000 sec): 3 clusters
  Score: Raw -152358.868889 + Penalty 2468.500866 = -149890.368024
  nChanged 24
		SP:Iteration 14Q (50355.210000 sec): 3 clusters
  Score: Raw -152376.467602 + Penalty 2468.500866 = -149907.966737
  nChanged 26
		SP:Iteration 15Q (50355.390000 sec): 3 clusters
  Score: Raw -152395.661661 + Penalty 2468.500866 = -149927.160796
  nChanged 23
		SP:Iteration 16Q (50355.560000 sec): 3 clusters
  Score: Raw -152410.635543 + Penalty 2468.500866 = -149942.134678
  nChanged 18
		SP:Iteration 17Q (50355.740000 sec): 3 clusters
  Score: Raw -152421.403899 + Penalty 2468.500866 = -149952.903034
  nChanged 12
		SP:Iteration 18Q (50355.910000 sec): 3 clusters
  Score: Raw -152429.128264 + Penalty 2468.500866 = -149960.627399
  nChanged 11
		SP:Iteration 19Q (50356.090000 sec): 3 clusters
  Score: Raw -152438.445696 + Penalty 2468.500866 = -149969.944831
  nChanged 10
		SP:Iteration 20F (50356.270000 sec): 3 clusters
  Score: Raw -152443.415120 + Penalty 2468.500866 = -149974.914254
  nChanged 6
		SP:Iteration 21Q (50356.440000 sec): 3 clusters
  Score: Raw -152446.989339 + Penalty 2468.500866 = -149978.488473
  nChanged 5
		SP:Iteration 22Q (50356.620000 sec): 3 clusters
  Score: Raw -152450.523560 + Penalty 2468.500866 = -149982.022695
  nChanged 3
		SP:Iteration 23Q (50356.790000 sec): 3 clusters
  Score: Raw -152454.011970 + Penalty 2468.500866 = -149985.511104
  nChanged 5
		SP:Iteration 24Q (50356.970000 sec): 3 clusters
  Score: Raw -152458.430545 + Penalty 2468.500866 = -149989.929679
  nChanged 6
		SP:Iteration 25Q (50357.150000 sec): 3 clusters
  Score: Raw -152461.255179 + Penalty 2468.500866 = -149992.754313
  nChanged 5
		SP:Iteration 26Q (50357.320000 sec): 3 clusters
  Score: Raw -152465.936978 + Penalty 2468.500866 = -149997.436113
  nChanged 4
		SP:Iteration 27Q (50357.500000 sec): 3 clusters
  Score: Raw -152468.648941 + Penalty 2468.500866 = -150000.148075
  nChanged 6
		SP:Iteration 28Q (50357.680000 sec): 3 clusters
  Score: Raw -152471.579791 + Penalty 2468.500866 = -150003.078926
  nChanged 1
		SP:Iteration 29Q (50357.850000 sec): 3 clusters
  Score: Raw -152471.689695 + Penalty 2468.500866 = -150003.188829
  nChanged 0
		SP:Iteration 30F (50358.030000 sec): 3 clusters
  Score: Raw -152471.689695 + Penalty 2468.500866 = -150003.188829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 81 (2108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50358.110000 sec): 2 clusters
  Score: Raw -167541.411036 + Penalty 1243.692923 = -166297.718113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50358.290000 sec): 3 clusters
  Score: Raw -166673.535026 + Penalty 2487.385846 = -164186.149180
  nChanged 720
		SP:Iteration 1F (50358.460000 sec): 3 clusters
  Score: Raw -167262.286684 + Penalty 2487.385846 = -164774.900839
  nChanged 216
		SP:Iteration 2F (50358.630000 sec): 3 clusters
  Score: Raw -167507.175493 + Penalty 2487.385846 = -165019.789647
  nChanged 166
		SP:Iteration 3F (50358.810000 sec): 3 clusters
  Score: Raw -167699.688433 + Penalty 2487.385846 = -165212.302588
  nChanged 130
		SP:Iteration 4F (50358.980000 sec): 3 clusters
  Score: Raw -167862.880894 + Penalty 2487.385846 = -165375.495049
  nChanged 99
		SP:Iteration 5Q (50359.160000 sec): 3 clusters
  Score: Raw -167969.042890 + Penalty 2487.385846 = -165481.657044
  nChanged 63
		SP:Iteration 6Q (50359.330000 sec): 3 clusters
  Score: Raw -168025.778267 + Penalty 2487.385846 = -165538.392421
  nChanged 39
		SP:Iteration 7Q (50359.500000 sec): 3 clusters
  Score: Raw -168062.585718 + Penalty 2487.385846 = -165575.199872
  nChanged 37
		SP:Iteration 8Q (50359.680000 sec): 3 clusters
  Score: Raw -168091.705229 + Penalty 2487.385846 = -165604.319384
  nChanged 23
		SP:Iteration 9Q (50359.850000 sec): 3 clusters
  Score: Raw -168103.963471 + Penalty 2487.385846 = -165616.577625
  nChanged 15
		SP:Iteration 10Q (50360.020000 sec): 3 clusters
  Score: Raw -168116.263088 + Penalty 2487.385846 = -165628.877243
  nChanged 16
		SP:Iteration 11Q (50360.190000 sec): 3 clusters
  Score: Raw -168124.523561 + Penalty 2487.385846 = -165637.137716
  nChanged 8
		SP:Iteration 12Q (50360.360000 sec): 3 clusters
  Score: Raw -168129.026504 + Penalty 2487.385846 = -165641.640659
  nChanged 4
		SP:Iteration 13Q (50360.540000 sec): 3 clusters
  Score: Raw -168131.704301 + Penalty 2487.385846 = -165644.318456
  nChanged 8
		SP:Iteration 14Q (50360.710000 sec): 3 clusters
  Score: Raw -168136.796618 + Penalty 2487.385846 = -165649.410772
  nChanged 5
		SP:Iteration 15Q (50360.880000 sec): 3 clusters
  Score: Raw -168139.880899 + Penalty 2487.385846 = -165652.495053
  nChanged 7
		SP:Iteration 16Q (50361.060000 sec): 3 clusters
  Score: Raw -168143.953833 + Penalty 2487.385846 = -165656.567987
  nChanged 3
		SP:Iteration 17Q (50361.230000 sec): 3 clusters
  Score: Raw -168145.720450 + Penalty 2487.385846 = -165658.334605
  nChanged 4
		SP:Iteration 18Q (50361.400000 sec): 3 clusters
  Score: Raw -168147.035980 + Penalty 2487.385846 = -165659.650134
  nChanged 2
		SP:Iteration 19Q (50361.580000 sec): 3 clusters
  Score: Raw -168148.163009 + Penalty 2487.385846 = -165660.777163
  nChanged 3
		SP:Iteration 20F (50361.750000 sec): 3 clusters
  Score: Raw -168149.561488 + Penalty 2487.385846 = -165662.175642
  nChanged 2
		SP:Iteration 21Q (50361.930000 sec): 3 clusters
  Score: Raw -168150.172404 + Penalty 2487.385846 = -165662.786559
  nChanged 0
		SP:Iteration 22F (50362.100000 sec): 3 clusters
  Score: Raw -168150.172404 + Penalty 2487.385846 = -165662.786559
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 82 (94212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50362.720000 sec): 2 clusters
  Score: Raw -8051257.267383 + Penalty 1861.161712 = -8049396.105671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50363.680000 sec): 3 clusters
  Score: Raw -7990310.639418 + Penalty 3722.323423 = -7986588.315994
  nChanged 44901
		SP:Iteration 1F (50364.570000 sec): 3 clusters
  Score: Raw -8016521.646898 + Penalty 3722.323423 = -8012799.323475
  nChanged 3509
		SP:Iteration 2Q (50365.560000 sec): 3 clusters
  Score: Raw -8017575.034798 + Penalty 3722.323423 = -8013852.711375
  nChanged 4061
		SP:Iteration 3Q (50366.580000 sec): 3 clusters
  Score: Raw -8018980.649936 + Penalty 3722.323423 = -8015258.326512
  nChanged 4488
		SP:Iteration 4Q (50367.620000 sec): 3 clusters
  Score: Raw -8020816.300816 + Penalty 3722.323423 = -8017093.977392
  nChanged 4934
		SP:Iteration 5F (50368.540000 sec): 3 clusters
  Score: Raw -8023125.835394 + Penalty 3722.323423 = -8019403.511971
  nChanged 5298
		SP:Iteration 6F (50369.470000 sec): 3 clusters
  Score: Raw -8025977.349071 + Penalty 3722.323423 = -8022255.025648
  nChanged 5390
		SP:Iteration 7F (50370.400000 sec): 3 clusters
  Score: Raw -8029290.420839 + Penalty 3722.323423 = -8025568.097416
  nChanged 5288
		SP:Iteration 8F (50371.290000 sec): 3 clusters
  Score: Raw -8032947.182059 + Penalty 3722.323423 = -8029224.858635
  nChanged 4828
		SP:Iteration 9F (50372.280000 sec): 3 clusters
  Score: Raw -8036734.140838 + Penalty 3722.323423 = -8033011.817415
  nChanged 4113
		SP:Iteration 10Q (50373.300000 sec): 3 clusters
  Score: Raw -8040120.350423 + Penalty 3722.323423 = -8036398.026999
  nChanged 3269
		SP:Iteration 11Q (50374.270000 sec): 3 clusters
  Score: Raw -8042496.155448 + Penalty 3722.323423 = -8038773.832025
  nChanged 2457
		SP:Iteration 12Q (50375.210000 sec): 3 clusters
  Score: Raw -8043942.651197 + Penalty 3722.323423 = -8040220.327774
  nChanged 1808
		SP:Iteration 13Q (50376.140000 sec): 3 clusters
  Score: Raw -8044890.765598 + Penalty 3722.323423 = -8041168.442175
  nChanged 1550
		SP:Iteration 14Q (50377.050000 sec): 3 clusters
  Score: Raw -8045632.766751 + Penalty 3722.323423 = -8041910.443327
  nChanged 1384
		SP:Iteration 15Q (50377.980000 sec): 3 clusters
  Score: Raw -8046248.693122 + Penalty 3722.323423 = -8042526.369698
  nChanged 1233
		SP:Iteration 16Q (50378.890000 sec): 3 clusters
  Score: Raw -8046781.752204 + Penalty 3722.323423 = -8043059.428781
  nChanged 1190
		SP:Iteration 17Q (50379.780000 sec): 3 clusters
  Score: Raw -8047300.343976 + Penalty 3722.323423 = -8043578.020552
  nChanged 1105
		SP:Iteration 18Q (50380.670000 sec): 3 clusters
  Score: Raw -8047802.835095 + Penalty 3722.323423 = -8044080.511672
  nChanged 1080
		SP:Iteration 19Q (50381.520000 sec): 3 clusters
  Score: Raw -8048317.547672 + Penalty 3722.323423 = -8044595.224249
  nChanged 1007
		SP:Iteration 20F (50382.410000 sec): 3 clusters
  Score: Raw -8048832.043363 + Penalty 3722.323423 = -8045109.719939
  nChanged 875
		SP:Iteration 21Q (50383.300000 sec): 3 clusters
  Score: Raw -8049289.184499 + Penalty 3722.323423 = -8045566.861076
  nChanged 774
		SP:Iteration 22Q (50384.200000 sec): 3 clusters
  Score: Raw -8049697.558765 + Penalty 3722.323423 = -8045975.235342
  nChanged 640
		SP:Iteration 23Q (50385.050000 sec): 3 clusters
  Score: Raw -8050037.988665 + Penalty 3722.323423 = -8046315.665242
  nChanged 543
		SP:Iteration 24Q (50385.900000 sec): 3 clusters
  Score: Raw -8050333.954320 + Penalty 3722.323423 = -8046611.630897
  nChanged 472
		SP:Iteration 25Q (50386.750000 sec): 3 clusters
  Score: Raw -8050586.522134 + Penalty 3722.323423 = -8046864.198711
  nChanged 370
		SP:Iteration 26Q (50387.600000 sec): 3 clusters
  Score: Raw -8050788.210015 + Penalty 3722.323423 = -8047065.886591
  nChanged 288
		SP:Iteration 27Q (50388.440000 sec): 3 clusters
  Score: Raw -8050953.703860 + Penalty 3722.323423 = -8047231.380436
  nChanged 230
		SP:Iteration 28Q (50389.290000 sec): 3 clusters
  Score: Raw -8051078.993422 + Penalty 3722.323423 = -8047356.669999
  nChanged 167
		SP:Iteration 29Q (50390.140000 sec): 3 clusters
  Score: Raw -8051175.179850 + Penalty 3722.323423 = -8047452.856427
  nChanged 120
		SP:Iteration 30Q (50390.990000 sec): 3 clusters
  Score: Raw -8051244.676873 + Penalty 3722.323423 = -8047522.353450
  nChanged 85
		SP:Iteration 31Q (50391.850000 sec): 3 clusters
  Score: Raw -8051298.384776 + Penalty 3722.323423 = -8047576.061353
  nChanged 84
		SP:Iteration 32Q (50392.700000 sec): 3 clusters
  Score: Raw -8051357.825902 + Penalty 3722.323423 = -8047635.502478
  nChanged 67
		SP:Iteration 33Q (50393.560000 sec): 3 clusters
  Score: Raw -8051399.420732 + Penalty 3722.323423 = -8047677.097309
  nChanged 41
		SP:Iteration 34Q (50394.410000 sec): 3 clusters
  Score: Raw -8051426.512503 + Penalty 3722.323423 = -8047704.189080
  nChanged 32
		SP:Iteration 35Q (50395.260000 sec): 3 clusters
  Score: Raw -8051447.751077 + Penalty 3722.323423 = -8047725.427654
  nChanged 34
		SP:Iteration 36Q (50396.150000 sec): 3 clusters
  Score: Raw -8051472.088436 + Penalty 3722.323423 = -8047749.765013
  nChanged 24
		SP:Iteration 37Q (50397.010000 sec): 3 clusters
  Score: Raw -8051487.984975 + Penalty 3722.323423 = -8047765.661551
  nChanged 14
		SP:Iteration 38Q (50397.870000 sec): 3 clusters
  Score: Raw -8051496.037716 + Penalty 3722.323423 = -8047773.714293
  nChanged 8
		SP:Iteration 39Q (50398.720000 sec): 3 clusters
  Score: Raw -8051500.459706 + Penalty 3722.323423 = -8047778.136283
  nChanged 12
		SP:Iteration 40F (50399.610000 sec): 3 clusters
  Score: Raw -8051507.015215 + Penalty 3722.323423 = -8047784.691792
  nChanged 7
		SP:Iteration 41Q (50400.430000 sec): 3 clusters
  Score: Raw -8051510.067547 + Penalty 3722.323423 = -8047787.744123
  nChanged 3
		SP:Iteration 42Q (50401.320000 sec): 3 clusters
  Score: Raw -8051512.532640 + Penalty 3722.323423 = -8047790.209216
  nChanged 6
		SP:Iteration 43Q (50402.160000 sec): 3 clusters
  Score: Raw -8051516.547189 + Penalty 3722.323423 = -8047794.223766
  nChanged 3
		SP:Iteration 44Q (50403.010000 sec): 3 clusters
  Score: Raw -8051519.038627 + Penalty 3722.323423 = -8047796.715204
  nChanged 4
		SP:Iteration 45Q (50403.850000 sec): 3 clusters
  Score: Raw -8051521.755334 + Penalty 3722.323423 = -8047799.431910
  nChanged 4
		SP:Iteration 46Q (50404.690000 sec): 3 clusters
  Score: Raw -8051523.042701 + Penalty 3722.323423 = -8047800.719277
  nChanged 0
		SP:Iteration 47F (50405.610000 sec): 3 clusters
  Score: Raw -8051523.042701 + Penalty 3722.323423 = -8047800.719277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 83 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50405.700000 sec): 2 clusters
  Score: Raw -125689.423957 + Penalty 1202.898372 = -124486.525584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50405.870000 sec): 3 clusters
  Score: Raw -125037.186187 + Penalty 2405.796744 = -122631.389443
  nChanged 548
		SP:Iteration 1F (50406.050000 sec): 3 clusters
  Score: Raw -125415.723924 + Penalty 2405.796744 = -123009.927179
  nChanged 126
		SP:Iteration 2F (50406.220000 sec): 3 clusters
  Score: Raw -125505.314087 + Penalty 2405.796744 = -123099.517342
  nChanged 66
		SP:Iteration 3Q (50406.400000 sec): 3 clusters
  Score: Raw -125554.019030 + Penalty 2405.796744 = -123148.222286
  nChanged 47
		SP:Iteration 4Q (50406.570000 sec): 3 clusters
  Score: Raw -125589.936112 + Penalty 2405.796744 = -123184.139368
  nChanged 39
		SP:Iteration 5Q (50406.750000 sec): 3 clusters
  Score: Raw -125612.414389 + Penalty 2405.796744 = -123206.617645
  nChanged 20
		SP:Iteration 6Q (50406.930000 sec): 3 clusters
  Score: Raw -125624.088355 + Penalty 2405.796744 = -123218.291611
  nChanged 25
		SP:Iteration 7Q (50407.100000 sec): 3 clusters
  Score: Raw -125639.504873 + Penalty 2405.796744 = -123233.708128
  nChanged 24
		SP:Iteration 8Q (50407.280000 sec): 3 clusters
  Score: Raw -125657.463617 + Penalty 2405.796744 = -123251.666873
  nChanged 24
		SP:Iteration 9Q (50407.450000 sec): 3 clusters
  Score: Raw -125676.460792 + Penalty 2405.796744 = -123270.664047
  nChanged 20
		SP:Iteration 10Q (50407.630000 sec): 3 clusters
  Score: Raw -125689.501970 + Penalty 2405.796744 = -123283.705226
  nChanged 20
		SP:Iteration 11Q (50407.810000 sec): 3 clusters
  Score: Raw -125701.937120 + Penalty 2405.796744 = -123296.140376
  nChanged 18
		SP:Iteration 12Q (50407.980000 sec): 3 clusters
  Score: Raw -125714.116950 + Penalty 2405.796744 = -123308.320206
  nChanged 11
		SP:Iteration 13Q (50408.150000 sec): 3 clusters
  Score: Raw -125719.859534 + Penalty 2405.796744 = -123314.062790
  nChanged 7
		SP:Iteration 14Q (50408.330000 sec): 3 clusters
  Score: Raw -125722.846415 + Penalty 2405.796744 = -123317.049671
  nChanged 6
		SP:Iteration 15Q (50408.510000 sec): 3 clusters
  Score: Raw -125724.597062 + Penalty 2405.796744 = -123318.800317
  nChanged 4
		SP:Iteration 16Q (50408.680000 sec): 3 clusters
  Score: Raw -125725.978671 + Penalty 2405.796744 = -123320.181926
  nChanged 4
		SP:Iteration 17Q (50408.860000 sec): 3 clusters
  Score: Raw -125728.872451 + Penalty 2405.796744 = -123323.075707
  nChanged 5
		SP:Iteration 18Q (50409.030000 sec): 3 clusters
  Score: Raw -125733.066551 + Penalty 2405.796744 = -123327.269807
  nChanged 6
		SP:Iteration 19Q (50409.210000 sec): 3 clusters
  Score: Raw -125737.096754 + Penalty 2405.796744 = -123331.300010
  nChanged 12
		SP:Iteration 20F (50409.390000 sec): 3 clusters
  Score: Raw -125744.106224 + Penalty 2405.796744 = -123338.309480
  nChanged 7
		SP:Iteration 21Q (50409.560000 sec): 3 clusters
  Score: Raw -125746.995319 + Penalty 2405.796744 = -123341.198575
  nChanged 3
		SP:Iteration 22Q (50409.740000 sec): 3 clusters
  Score: Raw -125748.074803 + Penalty 2405.796744 = -123342.278059
  nChanged 1
		SP:Iteration 23Q (50409.850000 sec): 3 clusters
  Score: Raw -125748.449747 + Penalty 2405.796744 = -123342.653003
  nChanged 2
		SP:Iteration 24Q (50410.010000 sec): 3 clusters
  Score: Raw -125749.207037 + Penalty 2405.796744 = -123343.410292
  nChanged 1
		SP:Iteration 25Q (50410.180000 sec): 3 clusters
  Score: Raw -125750.234561 + Penalty 2405.796744 = -123344.437816
  nChanged 2
		SP:Iteration 26Q (50410.360000 sec): 3 clusters
  Score: Raw -125750.756817 + Penalty 2405.796744 = -123344.960072
  nChanged 1
		SP:Iteration 27Q (50410.530000 sec): 3 clusters
  Score: Raw -125751.546619 + Penalty 2405.796744 = -123345.749875
  nChanged 3
		SP:Iteration 28Q (50410.710000 sec): 3 clusters
  Score: Raw -125752.625416 + Penalty 2405.796744 = -123346.828672
  nChanged 1
		SP:Iteration 29Q (50410.890000 sec): 3 clusters
  Score: Raw -125752.974101 + Penalty 2405.796744 = -123347.177357
  nChanged 1
		SP:Iteration 30Q (50411.060000 sec): 3 clusters
  Score: Raw -125753.273126 + Penalty 2405.796744 = -123347.476382
  nChanged 0
		SP:Iteration 31F (50411.250000 sec): 3 clusters
  Score: Raw -125753.273126 + Penalty 2405.796744 = -123347.476382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 84 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50411.350000 sec): 2 clusters
  Score: Raw -207301.138544 + Penalty 1303.720741 = -205997.417803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50411.510000 sec): 3 clusters
  Score: Raw -205875.587037 + Penalty 2607.441483 = -203268.145555
  nChanged 1200
		SP:Iteration 1F (50411.670000 sec): 3 clusters
  Score: Raw -206837.476352 + Penalty 2607.441483 = -204230.034870
  nChanged 285
		SP:Iteration 2F (50411.830000 sec): 3 clusters
  Score: Raw -207105.930710 + Penalty 2607.441483 = -204498.489227
  nChanged 206
		SP:Iteration 3F (50411.990000 sec): 3 clusters
  Score: Raw -207317.488970 + Penalty 2607.441483 = -204710.047487
  nChanged 161
		SP:Iteration 4F (50412.150000 sec): 3 clusters
  Score: Raw -207491.633789 + Penalty 2607.441483 = -204884.192307
  nChanged 139
		SP:Iteration 5Q (50412.310000 sec): 3 clusters
  Score: Raw -207618.692999 + Penalty 2607.441483 = -205011.251516
  nChanged 116
		SP:Iteration 6Q (50412.470000 sec): 3 clusters
  Score: Raw -207704.774616 + Penalty 2607.441483 = -205097.333133
  nChanged 93
		SP:Iteration 7Q (50412.630000 sec): 3 clusters
  Score: Raw -207779.352255 + Penalty 2607.441483 = -205171.910772
  nChanged 81
		SP:Iteration 8Q (50412.790000 sec): 3 clusters
  Score: Raw -207861.703030 + Penalty 2607.441483 = -205254.261547
  nChanged 70
		SP:Iteration 9Q (50412.950000 sec): 3 clusters
  Score: Raw -207931.305265 + Penalty 2607.441483 = -205323.863782
  nChanged 56
		SP:Iteration 10Q (50413.110000 sec): 3 clusters
  Score: Raw -207981.742190 + Penalty 2607.441483 = -205374.300707
  nChanged 57
		SP:Iteration 11Q (50413.270000 sec): 3 clusters
  Score: Raw -208026.916917 + Penalty 2607.441483 = -205419.475434
  nChanged 58
		SP:Iteration 12Q (50413.430000 sec): 3 clusters
  Score: Raw -208074.429123 + Penalty 2607.441483 = -205466.987640
  nChanged 55
		SP:Iteration 13Q (50413.590000 sec): 3 clusters
  Score: Raw -208104.241948 + Penalty 2607.441483 = -205496.800466
  nChanged 36
		SP:Iteration 14Q (50413.750000 sec): 3 clusters
  Score: Raw -208122.839144 + Penalty 2607.441483 = -205515.397661
  nChanged 25
		SP:Iteration 15Q (50413.900000 sec): 3 clusters
  Score: Raw -208134.188747 + Penalty 2607.441483 = -205526.747265
  nChanged 21
		SP:Iteration 16Q (50414.040000 sec): 3 clusters
  Score: Raw -208145.011020 + Penalty 2607.441483 = -205537.569537
  nChanged 12
		SP:Iteration 17Q (50414.180000 sec): 3 clusters
  Score: Raw -208149.398102 + Penalty 2607.441483 = -205541.956619
  nChanged 8
		SP:Iteration 18Q (50414.330000 sec): 3 clusters
  Score: Raw -208151.455557 + Penalty 2607.441483 = -205544.014075
  nChanged 5
		SP:Iteration 19Q (50414.480000 sec): 3 clusters
  Score: Raw -208153.215485 + Penalty 2607.441483 = -205545.774002
  nChanged 9
		SP:Iteration 20F (50414.620000 sec): 3 clusters
  Score: Raw -208158.360712 + Penalty 2607.441483 = -205550.919229
  nChanged 16
		SP:Iteration 21Q (50414.760000 sec): 3 clusters
  Score: Raw -208164.767443 + Penalty 2607.441483 = -205557.325960
  nChanged 8
		SP:Iteration 22Q (50414.910000 sec): 3 clusters
  Score: Raw -208167.590221 + Penalty 2607.441483 = -205560.148738
  nChanged 13
		SP:Iteration 23Q (50415.060000 sec): 3 clusters
  Score: Raw -208173.095900 + Penalty 2607.441483 = -205565.654418
  nChanged 11
		SP:Iteration 24Q (50415.200000 sec): 3 clusters
  Score: Raw -208177.832259 + Penalty 2607.441483 = -205570.390776
  nChanged 7
		SP:Iteration 25Q (50415.350000 sec): 3 clusters
  Score: Raw -208180.229360 + Penalty 2607.441483 = -205572.787877
  nChanged 5
		SP:Iteration 26Q (50415.490000 sec): 3 clusters
  Score: Raw -208182.001734 + Penalty 2607.441483 = -205574.560251
  nChanged 4
		SP:Iteration 27Q (50415.640000 sec): 3 clusters
  Score: Raw -208182.980661 + Penalty 2607.441483 = -205575.539179
  nChanged 0
		SP:Iteration 28F (50415.780000 sec): 3 clusters
  Score: Raw -208182.980661 + Penalty 2607.441483 = -205575.539179
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 85 (148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50415.860000 sec): 2 clusters
  Score: Raw -11469.029243 + Penalty 812.046994 = -10656.982248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50416.000000 sec): 3 clusters
  Score: Raw -11632.514481 + Penalty 1624.093989 = -10008.420492
  nChanged 13
		SP:Iteration 1F (50416.180000 sec): 3 clusters
  Score: Raw -11666.572571 + Penalty 1624.093989 = -10042.478582
  nChanged 3
		SP:Iteration 2Q (50416.340000 sec): 3 clusters
  Score: Raw -11680.973067 + Penalty 1624.093989 = -10056.879078
  nChanged 2
		SP:Iteration 3Q (50416.510000 sec): 3 clusters
  Score: Raw -11685.854228 + Penalty 1624.093989 = -10061.760239
  nChanged 1
		SP:Iteration 4Q (50416.680000 sec): 3 clusters
  Score: Raw -11688.548623 + Penalty 1624.093989 = -10064.454634
  nChanged 0
		SP:Iteration 5F (50416.860000 sec): 3 clusters
  Score: Raw -11688.548623 + Penalty 1624.093989 = -10064.454634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 86 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50416.920000 sec): 2 clusters
  Score: Raw -94440.198884 + Penalty 1149.956245 = -93290.242639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50417.080000 sec): 3 clusters
  Score: Raw -94051.897519 + Penalty 2299.912490 = -91751.985029
  nChanged 356
		SP:Iteration 1F (50417.260000 sec): 3 clusters
  Score: Raw -94343.768887 + Penalty 2299.912490 = -92043.856397
  nChanged 79
		SP:Iteration 2F (50417.430000 sec): 3 clusters
  Score: Raw -94406.504932 + Penalty 2299.912490 = -92106.592442
  nChanged 46
		SP:Iteration 3Q (50417.600000 sec): 3 clusters
  Score: Raw -94448.393908 + Penalty 2299.912490 = -92148.481418
  nChanged 41
		SP:Iteration 4Q (50417.750000 sec): 3 clusters
  Score: Raw -94484.419949 + Penalty 2299.912490 = -92184.507459
  nChanged 33
		SP:Iteration 5Q (50417.910000 sec): 3 clusters
  Score: Raw -94509.327144 + Penalty 2299.912490 = -92209.414654
  nChanged 17
		SP:Iteration 6Q (50418.040000 sec): 3 clusters
  Score: Raw -94525.848187 + Penalty 2299.912490 = -92225.935697
  nChanged 11
		SP:Iteration 7Q (50418.200000 sec): 3 clusters
  Score: Raw -94532.292050 + Penalty 2299.912490 = -92232.379560
  nChanged 8
		SP:Iteration 8Q (50418.380000 sec): 3 clusters
  Score: Raw -94537.715980 + Penalty 2299.912490 = -92237.803490
  nChanged 10
		SP:Iteration 9Q (50418.550000 sec): 3 clusters
  Score: Raw -94545.933760 + Penalty 2299.912490 = -92246.021270
  nChanged 12
		SP:Iteration 10Q (50418.730000 sec): 3 clusters
  Score: Raw -94557.269227 + Penalty 2299.912490 = -92257.356737
  nChanged 12
		SP:Iteration 11Q (50418.900000 sec): 3 clusters
  Score: Raw -94567.693993 + Penalty 2299.912490 = -92267.781503
  nChanged 13
		SP:Iteration 12Q (50419.080000 sec): 3 clusters
  Score: Raw -94579.490269 + Penalty 2299.912490 = -92279.577779
  nChanged 10
		SP:Iteration 13Q (50419.260000 sec): 3 clusters
  Score: Raw -94586.612919 + Penalty 2299.912490 = -92286.700429
  nChanged 10
		SP:Iteration 14Q (50419.430000 sec): 3 clusters
  Score: Raw -94595.508606 + Penalty 2299.912490 = -92295.596116
  nChanged 8
		SP:Iteration 15Q (50419.610000 sec): 3 clusters
  Score: Raw -94601.576015 + Penalty 2299.912490 = -92301.663525
  nChanged 8
		SP:Iteration 16Q (50419.780000 sec): 3 clusters
  Score: Raw -94607.574718 + Penalty 2299.912490 = -92307.662228
  nChanged 3
		SP:Iteration 17Q (50419.960000 sec): 3 clusters
  Score: Raw -94610.230824 + Penalty 2299.912490 = -92310.318334
  nChanged 1
		SP:Iteration 18Q (50420.140000 sec): 3 clusters
  Score: Raw -94610.508997 + Penalty 2299.912490 = -92310.596507
  nChanged 1
		SP:Iteration 19Q (50420.310000 sec): 3 clusters
  Score: Raw -94611.602011 + Penalty 2299.912490 = -92311.689521
  nChanged 2
		SP:Iteration 20F (50420.490000 sec): 3 clusters
  Score: Raw -94612.641464 + Penalty 2299.912490 = -92312.728974
  nChanged 3
		SP:Iteration 21Q (50420.660000 sec): 3 clusters
  Score: Raw -94614.709222 + Penalty 2299.912490 = -92314.796732
  nChanged 3
		SP:Iteration 22Q (50420.840000 sec): 3 clusters
  Score: Raw -94616.248133 + Penalty 2299.912490 = -92316.335643
  nChanged 3
		SP:Iteration 23Q (50421.020000 sec): 3 clusters
  Score: Raw -94618.895228 + Penalty 2299.912490 = -92318.982738
  nChanged 1
		SP:Iteration 24Q (50421.190000 sec): 3 clusters
  Score: Raw -94619.133471 + Penalty 2299.912490 = -92319.220981
  nChanged 0
		SP:Iteration 25F (50421.370000 sec): 3 clusters
  Score: Raw -94619.133471 + Penalty 2299.912490 = -92319.220981
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 87 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50421.440000 sec): 2 clusters
  Score: Raw -146779.098574 + Penalty 1237.646079 = -145541.452495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50421.620000 sec): 3 clusters
  Score: Raw -145882.344544 + Penalty 2475.292158 = -143407.052386
  nChanged 732
		SP:Iteration 1F (50421.790000 sec): 3 clusters
  Score: Raw -146384.967809 + Penalty 2475.292158 = -143909.675651
  nChanged 198
		SP:Iteration 2F (50421.970000 sec): 3 clusters
  Score: Raw -146592.275346 + Penalty 2475.292158 = -144116.983188
  nChanged 158
		SP:Iteration 3F (50422.150000 sec): 3 clusters
  Score: Raw -146754.007585 + Penalty 2475.292158 = -144278.715427
  nChanged 123
		SP:Iteration 4F (50422.320000 sec): 3 clusters
  Score: Raw -146860.119110 + Penalty 2475.292158 = -144384.826952
  nChanged 74
		SP:Iteration 5Q (50422.500000 sec): 3 clusters
  Score: Raw -146918.329594 + Penalty 2475.292158 = -144443.037436
  nChanged 53
		SP:Iteration 6Q (50422.670000 sec): 3 clusters
  Score: Raw -146957.091623 + Penalty 2475.292158 = -144481.799465
  nChanged 40
		SP:Iteration 7Q (50422.850000 sec): 3 clusters
  Score: Raw -146988.607903 + Penalty 2475.292158 = -144513.315746
  nChanged 32
		SP:Iteration 8Q (50423.030000 sec): 3 clusters
  Score: Raw -147010.745415 + Penalty 2475.292158 = -144535.453257
  nChanged 23
		SP:Iteration 9Q (50423.200000 sec): 3 clusters
  Score: Raw -147024.818651 + Penalty 2475.292158 = -144549.526493
  nChanged 12
		SP:Iteration 10Q (50423.380000 sec): 3 clusters
  Score: Raw -147033.547194 + Penalty 2475.292158 = -144558.255037
  nChanged 8
		SP:Iteration 11Q (50423.550000 sec): 3 clusters
  Score: Raw -147037.032107 + Penalty 2475.292158 = -144561.739949
  nChanged 7
		SP:Iteration 12Q (50423.730000 sec): 3 clusters
  Score: Raw -147041.588878 + Penalty 2475.292158 = -144566.296720
  nChanged 9
		SP:Iteration 13Q (50423.910000 sec): 3 clusters
  Score: Raw -147047.145333 + Penalty 2475.292158 = -144571.853175
  nChanged 7
		SP:Iteration 14Q (50424.080000 sec): 3 clusters
  Score: Raw -147050.329637 + Penalty 2475.292158 = -144575.037480
  nChanged 8
		SP:Iteration 15Q (50424.260000 sec): 3 clusters
  Score: Raw -147054.156245 + Penalty 2475.292158 = -144578.864088
  nChanged 7
		SP:Iteration 16Q (50424.430000 sec): 3 clusters
  Score: Raw -147057.479469 + Penalty 2475.292158 = -144582.187311
  nChanged 4
		SP:Iteration 17Q (50424.610000 sec): 3 clusters
  Score: Raw -147060.126012 + Penalty 2475.292158 = -144584.833855
  nChanged 6
		SP:Iteration 18Q (50424.790000 sec): 3 clusters
  Score: Raw -147062.773682 + Penalty 2475.292158 = -144587.481524
  nChanged 4
		SP:Iteration 19Q (50424.960000 sec): 3 clusters
  Score: Raw -147064.375625 + Penalty 2475.292158 = -144589.083468
  nChanged 3
		SP:Iteration 20F (50425.130000 sec): 3 clusters
  Score: Raw -147066.594429 + Penalty 2475.292158 = -144591.302271
  nChanged 4
		SP:Iteration 21Q (50425.290000 sec): 3 clusters
  Score: Raw -147069.064927 + Penalty 2475.292158 = -144593.772769
  nChanged 4
		SP:Iteration 22Q (50425.450000 sec): 3 clusters
  Score: Raw -147071.857542 + Penalty 2475.292158 = -144596.565384
  nChanged 3
		SP:Iteration 23Q (50425.610000 sec): 3 clusters
  Score: Raw -147072.935045 + Penalty 2475.292158 = -144597.642887
  nChanged 4
		SP:Iteration 24Q (50425.780000 sec): 3 clusters
  Score: Raw -147075.577895 + Penalty 2475.292158 = -144600.285738
  nChanged 3
		SP:Iteration 25Q (50425.960000 sec): 3 clusters
  Score: Raw -147077.952313 + Penalty 2475.292158 = -144602.660155
  nChanged 4
		SP:Iteration 26Q (50426.130000 sec): 3 clusters
  Score: Raw -147079.423856 + Penalty 2475.292158 = -144604.131698
  nChanged 3
		SP:Iteration 27Q (50426.310000 sec): 3 clusters
  Score: Raw -147080.794966 + Penalty 2475.292158 = -144605.502808
  nChanged 3
		SP:Iteration 28Q (50426.490000 sec): 3 clusters
  Score: Raw -147082.215049 + Penalty 2475.292158 = -144606.922892
  nChanged 1
		SP:Iteration 29Q (50426.660000 sec): 3 clusters
  Score: Raw -147082.400904 + Penalty 2475.292158 = -144607.108746
  nChanged 1
		SP:Iteration 30Q (50426.840000 sec): 3 clusters
  Score: Raw -147082.853857 + Penalty 2475.292158 = -144607.561700
  nChanged 2
		SP:Iteration 31Q (50427.010000 sec): 3 clusters
  Score: Raw -147083.977675 + Penalty 2475.292158 = -144608.685517
  nChanged 2
		SP:Iteration 32Q (50427.190000 sec): 3 clusters
  Score: Raw -147084.656391 + Penalty 2475.292158 = -144609.364233
  nChanged 3
		SP:Iteration 33Q (50427.370000 sec): 3 clusters
  Score: Raw -147086.279675 + Penalty 2475.292158 = -144610.987518
  nChanged 2
		SP:Iteration 34Q (50427.540000 sec): 3 clusters
  Score: Raw -147087.334265 + Penalty 2475.292158 = -144612.042107
  nChanged 1
		SP:Iteration 35Q (50427.720000 sec): 3 clusters
  Score: Raw -147087.507596 + Penalty 2475.292158 = -144612.215438
  nChanged 0
		SP:Iteration 36F (50427.890000 sec): 3 clusters
  Score: Raw -147087.507596 + Penalty 2475.292158 = -144612.215438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 88 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50427.980000 sec): 2 clusters
  Score: Raw -24757.418490 + Penalty 930.612759 = -23826.805731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50428.160000 sec): 3 clusters
  Score: Raw -24798.637127 + Penalty 1861.225518 = -22937.411609
  nChanged 53
		SP:Iteration 1F (50428.330000 sec): 3 clusters
  Score: Raw -24922.335206 + Penalty 1861.225518 = -23061.109688
  nChanged 15
		SP:Iteration 2Q (50428.510000 sec): 3 clusters
  Score: Raw -24970.835325 + Penalty 1861.225518 = -23109.609807
  nChanged 8
		SP:Iteration 3Q (50428.690000 sec): 3 clusters
  Score: Raw -24997.521591 + Penalty 1861.225518 = -23136.296073
  nChanged 6
		SP:Iteration 4Q (50428.860000 sec): 3 clusters
  Score: Raw -25011.208102 + Penalty 1861.225518 = -23149.982584
  nChanged 2
		SP:Iteration 5Q (50429.040000 sec): 3 clusters
  Score: Raw -25013.640983 + Penalty 1861.225518 = -23152.415465
  nChanged 1
		SP:Iteration 6Q (50429.210000 sec): 3 clusters
  Score: Raw -25015.692302 + Penalty 1861.225518 = -23154.466784
  nChanged 1
		SP:Iteration 7Q (50429.390000 sec): 3 clusters
  Score: Raw -25018.983940 + Penalty 1861.225518 = -23157.758422
  nChanged 2
		SP:Iteration 8Q (50429.570000 sec): 3 clusters
  Score: Raw -25023.972517 + Penalty 1861.225518 = -23162.746999
  nChanged 1
		SP:Iteration 9Q (50429.740000 sec): 3 clusters
  Score: Raw -25027.912760 + Penalty 1861.225518 = -23166.687242
  nChanged 1
		SP:Iteration 10Q (50429.910000 sec): 3 clusters
  Score: Raw -25029.351828 + Penalty 1861.225518 = -23168.126310
  nChanged 1
		SP:Iteration 11Q (50430.090000 sec): 3 clusters
  Score: Raw -25031.965923 + Penalty 1861.225518 = -23170.740405
  nChanged 0
		SP:Iteration 12F (50430.270000 sec): 3 clusters
  Score: Raw -25031.965923 + Penalty 1861.225518 = -23170.740405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 89 (476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50430.350000 sec): 2 clusters
  Score: Raw -31424.804816 + Penalty 1001.880401 = -30422.924414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50430.530000 sec): 3 clusters
  Score: Raw -31345.732702 + Penalty 2003.760803 = -29341.971900
  nChanged 122
		SP:Iteration 1F (50430.710000 sec): 3 clusters
  Score: Raw -31573.770744 + Penalty 2003.760803 = -29570.009941
  nChanged 43
		SP:Iteration 2F (50430.880000 sec): 3 clusters
  Score: Raw -31683.200193 + Penalty 2003.760803 = -29679.439391
  nChanged 23
		SP:Iteration 3Q (50431.060000 sec): 3 clusters
  Score: Raw -31743.028771 + Penalty 2003.760803 = -29739.267968
  nChanged 19
		SP:Iteration 4Q (50431.230000 sec): 3 clusters
  Score: Raw -31798.236658 + Penalty 2003.760803 = -29794.475855
  nChanged 16
		SP:Iteration 5Q (50431.410000 sec): 3 clusters
  Score: Raw -31855.495365 + Penalty 2003.760803 = -29851.734563
  nChanged 18
		SP:Iteration 6Q (50431.580000 sec): 3 clusters
  Score: Raw -31921.250809 + Penalty 2003.760803 = -29917.490007
  nChanged 10
		SP:Iteration 7Q (50431.760000 sec): 3 clusters
  Score: Raw -31975.723829 + Penalty 2003.760803 = -29971.963026
  nChanged 10
		SP:Iteration 8Q (50431.930000 sec): 3 clusters
  Score: Raw -32014.726153 + Penalty 2003.760803 = -30010.965351
  nChanged 7
		SP:Iteration 9Q (50432.110000 sec): 3 clusters
  Score: Raw -32045.926483 + Penalty 2003.760803 = -30042.165680
  nChanged 8
		SP:Iteration 10Q (50432.290000 sec): 3 clusters
  Score: Raw -32077.455532 + Penalty 2003.760803 = -30073.694730
  nChanged 9
		SP:Iteration 11Q (50432.460000 sec): 3 clusters
  Score: Raw -32128.275661 + Penalty 2003.760803 = -30124.514859
  nChanged 7
		SP:Iteration 12Q (50432.610000 sec): 3 clusters
  Score: Raw -32167.892374 + Penalty 2003.760803 = -30164.131572
  nChanged 8
		SP:Iteration 13Q (50432.770000 sec): 3 clusters
  Score: Raw -32199.852082 + Penalty 2003.760803 = -30196.091279
  nChanged 3
		SP:Iteration 14Q (50432.950000 sec): 3 clusters
  Score: Raw -32215.676024 + Penalty 2003.760803 = -30211.915221
  nChanged 4
		SP:Iteration 15Q (50433.120000 sec): 3 clusters
  Score: Raw -32244.939488 + Penalty 2003.760803 = -30241.178685
  nChanged 2
		SP:Iteration 16Q (50433.300000 sec): 3 clusters
  Score: Raw -32258.472240 + Penalty 2003.760803 = -30254.711437
  nChanged 0
		SP:Iteration 17F (50433.470000 sec): 3 clusters
  Score: Raw -32258.472240 + Penalty 2003.760803 = -30254.711437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 90 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50433.560000 sec): 2 clusters
  Score: Raw -32079.080303 + Penalty 969.914978 = -31109.165325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50433.740000 sec): 3 clusters
  Score: Raw -32038.313590 + Penalty 1939.829957 = -30098.483633
  nChanged 80
		SP:Iteration 1F (50433.910000 sec): 3 clusters
  Score: Raw -32184.189454 + Penalty 1939.829957 = -30244.359497
  nChanged 27
		SP:Iteration 2F (50434.090000 sec): 3 clusters
  Score: Raw -32239.843857 + Penalty 1939.829957 = -30300.013900
  nChanged 13
		SP:Iteration 3Q (50434.260000 sec): 3 clusters
  Score: Raw -32277.015062 + Penalty 1939.829957 = -30337.185105
  nChanged 13
		SP:Iteration 4Q (50434.440000 sec): 3 clusters
  Score: Raw -32310.405609 + Penalty 1939.829957 = -30370.575652
  nChanged 7
		SP:Iteration 5Q (50434.610000 sec): 3 clusters
  Score: Raw -32322.515262 + Penalty 1939.829957 = -30382.685305
  nChanged 3
		SP:Iteration 6Q (50434.790000 sec): 3 clusters
  Score: Raw -32327.098297 + Penalty 1939.829957 = -30387.268340
  nChanged 3
		SP:Iteration 7Q (50434.970000 sec): 3 clusters
  Score: Raw -32331.631964 + Penalty 1939.829957 = -30391.802007
  nChanged 1
		SP:Iteration 8Q (50435.140000 sec): 3 clusters
  Score: Raw -32332.777332 + Penalty 1939.829957 = -30392.947375
  nChanged 1
		SP:Iteration 9Q (50435.320000 sec): 3 clusters
  Score: Raw -32334.169777 + Penalty 1939.829957 = -30394.339820
  nChanged 0
		SP:Iteration 10F (50435.490000 sec): 3 clusters
  Score: Raw -32334.169777 + Penalty 1939.829957 = -30394.339820
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 91 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50435.580000 sec): 2 clusters
  Score: Raw -11293.734805 + Penalty 842.039827 = -10451.694978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50435.750000 sec): 3 clusters
  Score: Raw -11434.545220 + Penalty 1684.079654 = -9750.465566
  nChanged 31
		SP:Iteration 1F (50435.930000 sec): 3 clusters
  Score: Raw -11512.184493 + Penalty 1684.079654 = -9828.104839
  nChanged 7
		SP:Iteration 2Q (50436.110000 sec): 3 clusters
  Score: Raw -11530.163678 + Penalty 1684.079654 = -9846.084024
  nChanged 2
		SP:Iteration 3Q (50436.280000 sec): 3 clusters
  Score: Raw -11537.938820 + Penalty 1684.079654 = -9853.859166
  nChanged 2
		SP:Iteration 4Q (50436.460000 sec): 3 clusters
  Score: Raw -11543.514806 + Penalty 1684.079654 = -9859.435152
  nChanged 1
		SP:Iteration 5Q (50436.630000 sec): 3 clusters
  Score: Raw -11544.653676 + Penalty 1684.079654 = -9860.574022
  nChanged 0
		SP:Iteration 6F (50436.810000 sec): 3 clusters
  Score: Raw -11544.653676 + Penalty 1684.079654 = -9860.574022
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 92 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50436.890000 sec): 2 clusters
  Score: Raw -181850.900496 + Penalty 1242.143817 = -180608.756679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50437.070000 sec): 3 clusters
  Score: Raw -180930.235470 + Penalty 2484.287633 = -178445.947837
  nChanged 731
		SP:Iteration 1F (50437.250000 sec): 3 clusters
  Score: Raw -181383.847945 + Penalty 2484.287633 = -178899.560311
  nChanged 156
		SP:Iteration 2F (50437.430000 sec): 3 clusters
  Score: Raw -181492.910429 + Penalty 2484.287633 = -179008.622796
  nChanged 87
		SP:Iteration 3Q (50437.600000 sec): 3 clusters
  Score: Raw -181550.219609 + Penalty 2484.287633 = -179065.931976
  nChanged 69
		SP:Iteration 4Q (50437.770000 sec): 3 clusters
  Score: Raw -181587.982072 + Penalty 2484.287633 = -179103.694439
  nChanged 52
		SP:Iteration 5Q (50437.950000 sec): 3 clusters
  Score: Raw -181615.835537 + Penalty 2484.287633 = -179131.547903
  nChanged 37
		SP:Iteration 6Q (50438.130000 sec): 3 clusters
  Score: Raw -181633.872562 + Penalty 2484.287633 = -179149.584928
  nChanged 34
		SP:Iteration 7Q (50438.300000 sec): 3 clusters
  Score: Raw -181649.852923 + Penalty 2484.287633 = -179165.565290
  nChanged 27
		SP:Iteration 8Q (50438.480000 sec): 3 clusters
  Score: Raw -181663.583137 + Penalty 2484.287633 = -179179.295503
  nChanged 18
		SP:Iteration 9Q (50438.650000 sec): 3 clusters
  Score: Raw -181671.632212 + Penalty 2484.287633 = -179187.344579
  nChanged 16
		SP:Iteration 10Q (50438.830000 sec): 3 clusters
  Score: Raw -181680.324130 + Penalty 2484.287633 = -179196.036497
  nChanged 19
		SP:Iteration 11Q (50439.010000 sec): 3 clusters
  Score: Raw -181689.317618 + Penalty 2484.287633 = -179205.029985
  nChanged 19
		SP:Iteration 12Q (50439.180000 sec): 3 clusters
  Score: Raw -181701.109078 + Penalty 2484.287633 = -179216.821444
  nChanged 14
		SP:Iteration 13Q (50439.360000 sec): 3 clusters
  Score: Raw -181709.976191 + Penalty 2484.287633 = -179225.688558
  nChanged 18
		SP:Iteration 14Q (50439.530000 sec): 3 clusters
  Score: Raw -181720.662569 + Penalty 2484.287633 = -179236.374935
  nChanged 16
		SP:Iteration 15Q (50439.710000 sec): 3 clusters
  Score: Raw -181727.242884 + Penalty 2484.287633 = -179242.955250
  nChanged 6
		SP:Iteration 16Q (50439.890000 sec): 3 clusters
  Score: Raw -181730.318740 + Penalty 2484.287633 = -179246.031106
  nChanged 9
		SP:Iteration 17Q (50440.060000 sec): 3 clusters
  Score: Raw -181734.249309 + Penalty 2484.287633 = -179249.961676
  nChanged 11
		SP:Iteration 18Q (50440.240000 sec): 3 clusters
  Score: Raw -181741.686906 + Penalty 2484.287633 = -179257.399273
  nChanged 8
		SP:Iteration 19Q (50440.410000 sec): 3 clusters
  Score: Raw -181746.231758 + Penalty 2484.287633 = -179261.944124
  nChanged 8
		SP:Iteration 20F (50440.590000 sec): 3 clusters
  Score: Raw -181750.268354 + Penalty 2484.287633 = -179265.980721
  nChanged 7
		SP:Iteration 21Q (50440.760000 sec): 3 clusters
  Score: Raw -181753.708865 + Penalty 2484.287633 = -179269.421231
  nChanged 8
		SP:Iteration 22Q (50440.940000 sec): 3 clusters
  Score: Raw -181756.744935 + Penalty 2484.287633 = -179272.457301
  nChanged 3
		SP:Iteration 23Q (50441.120000 sec): 3 clusters
  Score: Raw -181758.128333 + Penalty 2484.287633 = -179273.840700
  nChanged 3
		SP:Iteration 24Q (50441.290000 sec): 3 clusters
  Score: Raw -181759.459506 + Penalty 2484.287633 = -179275.171873
  nChanged 7
		SP:Iteration 25Q (50441.470000 sec): 3 clusters
  Score: Raw -181763.214925 + Penalty 2484.287633 = -179278.927292
  nChanged 6
		SP:Iteration 26Q (50441.640000 sec): 3 clusters
  Score: Raw -181766.724159 + Penalty 2484.287633 = -179282.436525
  nChanged 7
		SP:Iteration 27Q (50441.820000 sec): 3 clusters
  Score: Raw -181769.160095 + Penalty 2484.287633 = -179284.872461
  nChanged 3
		SP:Iteration 28Q (50442.000000 sec): 3 clusters
  Score: Raw -181771.172107 + Penalty 2484.287633 = -179286.884474
  nChanged 4
		SP:Iteration 29Q (50442.170000 sec): 3 clusters
  Score: Raw -181772.420841 + Penalty 2484.287633 = -179288.133208
  nChanged 5
		SP:Iteration 30Q (50442.350000 sec): 3 clusters
  Score: Raw -181774.482114 + Penalty 2484.287633 = -179290.194481
  nChanged 1
		SP:Iteration 31Q (50442.520000 sec): 3 clusters
  Score: Raw -181774.689608 + Penalty 2484.287633 = -179290.401975
  nChanged 0
		SP:Iteration 32F (50442.700000 sec): 3 clusters
  Score: Raw -181774.689608 + Penalty 2484.287633 = -179290.401975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 93 (8891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50442.840000 sec): 2 clusters
  Score: Raw -773105.512129 + Penalty 1477.579156 = -771627.932972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50443.040000 sec): 3 clusters
  Score: Raw -768140.762012 + Penalty 2955.158313 = -765185.603699
  nChanged 3813
		SP:Iteration 1F (50443.260000 sec): 3 clusters
  Score: Raw -770351.479109 + Penalty 2955.158313 = -767396.320796
  nChanged 671
		SP:Iteration 2F (50443.520000 sec): 3 clusters
  Score: Raw -770805.040070 + Penalty 2955.158313 = -767849.881757
  nChanged 644
		SP:Iteration 3F (50443.730000 sec): 3 clusters
  Score: Raw -771249.849547 + Penalty 2955.158313 = -768294.691235
  nChanged 639
		SP:Iteration 4F (50443.940000 sec): 3 clusters
  Score: Raw -771691.623041 + Penalty 2955.158313 = -768736.464728
  nChanged 563
		SP:Iteration 5F (50444.130000 sec): 3 clusters
  Score: Raw -772058.143505 + Penalty 2955.158313 = -769102.985192
  nChanged 494
		SP:Iteration 6F (50444.310000 sec): 3 clusters
  Score: Raw -772368.380325 + Penalty 2955.158313 = -769413.222013
  nChanged 356
		SP:Iteration 7Q (50444.580000 sec): 3 clusters
  Score: Raw -772557.685925 + Penalty 2955.158313 = -769602.527612
  nChanged 273
		SP:Iteration 8Q (50444.770000 sec): 3 clusters
  Score: Raw -772676.734522 + Penalty 2955.158313 = -769721.576209
  nChanged 198
		SP:Iteration 9Q (50444.990000 sec): 3 clusters
  Score: Raw -772741.389235 + Penalty 2955.158313 = -769786.230923
  nChanged 154
		SP:Iteration 10Q (50445.180000 sec): 3 clusters
  Score: Raw -772786.291412 + Penalty 2955.158313 = -769831.133100
  nChanged 114
		SP:Iteration 11Q (50445.400000 sec): 3 clusters
  Score: Raw -772814.619448 + Penalty 2955.158313 = -769859.461135
  nChanged 82
		SP:Iteration 12Q (50445.610000 sec): 3 clusters
  Score: Raw -772831.721552 + Penalty 2955.158313 = -769876.563239
  nChanged 74
		SP:Iteration 13Q (50445.820000 sec): 3 clusters
  Score: Raw -772845.927599 + Penalty 2955.158313 = -769890.769286
  nChanged 56
		SP:Iteration 14Q (50446.050000 sec): 3 clusters
  Score: Raw -772857.411394 + Penalty 2955.158313 = -769902.253081
  nChanged 56
		SP:Iteration 15Q (50446.260000 sec): 3 clusters
  Score: Raw -772867.580532 + Penalty 2955.158313 = -769912.422220
  nChanged 37
		SP:Iteration 16Q (50446.460000 sec): 3 clusters
  Score: Raw -772873.136491 + Penalty 2955.158313 = -769917.978178
  nChanged 26
		SP:Iteration 17Q (50446.610000 sec): 3 clusters
  Score: Raw -772876.845641 + Penalty 2955.158313 = -769921.687329
  nChanged 24
		SP:Iteration 18Q (50446.820000 sec): 3 clusters
  Score: Raw -772880.956995 + Penalty 2955.158313 = -769925.798682
  nChanged 30
		SP:Iteration 19Q (50447.040000 sec): 3 clusters
  Score: Raw -772885.043830 + Penalty 2955.158313 = -769929.885518
  nChanged 24
		SP:Iteration 20F (50447.220000 sec): 3 clusters
  Score: Raw -772889.037470 + Penalty 2955.158313 = -769933.879157
  nChanged 23
		SP:Iteration 21Q (50447.410000 sec): 3 clusters
  Score: Raw -772892.545710 + Penalty 2955.158313 = -769937.387397
  nChanged 20
		SP:Iteration 22Q (50447.600000 sec): 3 clusters
  Score: Raw -772895.364270 + Penalty 2955.158313 = -769940.205958
  nChanged 17
		SP:Iteration 23Q (50447.780000 sec): 3 clusters
  Score: Raw -772897.479303 + Penalty 2955.158313 = -769942.320990
  nChanged 19
		SP:Iteration 24Q (50447.960000 sec): 3 clusters
  Score: Raw -772900.220355 + Penalty 2955.158313 = -769945.062042
  nChanged 22
		SP:Iteration 25Q (50448.180000 sec): 3 clusters
  Score: Raw -772903.808669 + Penalty 2955.158313 = -769948.650356
  nChanged 21
		SP:Iteration 26Q (50448.320000 sec): 3 clusters
  Score: Raw -772906.028920 + Penalty 2955.158313 = -769950.870608
  nChanged 14
		SP:Iteration 27Q (50448.480000 sec): 3 clusters
  Score: Raw -772907.899450 + Penalty 2955.158313 = -769952.741138
  nChanged 17
		SP:Iteration 28Q (50448.670000 sec): 3 clusters
  Score: Raw -772910.523483 + Penalty 2955.158313 = -769955.365171
  nChanged 21
		SP:Iteration 29Q (50448.880000 sec): 3 clusters
  Score: Raw -772913.020495 + Penalty 2955.158313 = -769957.862182
  nChanged 14
		SP:Iteration 30Q (50449.020000 sec): 3 clusters
  Score: Raw -772914.863032 + Penalty 2955.158313 = -769959.704720
  nChanged 14
		SP:Iteration 31Q (50449.240000 sec): 3 clusters
  Score: Raw -772916.835396 + Penalty 2955.158313 = -769961.677083
  nChanged 16
		SP:Iteration 32Q (50449.460000 sec): 3 clusters
  Score: Raw -772918.642055 + Penalty 2955.158313 = -769963.483743
  nChanged 17
		SP:Iteration 33Q (50449.680000 sec): 3 clusters
  Score: Raw -772920.907608 + Penalty 2955.158313 = -769965.749295
  nChanged 15
		SP:Iteration 34Q (50449.900000 sec): 3 clusters
  Score: Raw -772923.197040 + Penalty 2955.158313 = -769968.038728
  nChanged 19
		SP:Iteration 35Q (50450.090000 sec): 3 clusters
  Score: Raw -772925.605871 + Penalty 2955.158313 = -769970.447558
  nChanged 14
		SP:Iteration 36Q (50450.310000 sec): 3 clusters
  Score: Raw -772927.240920 + Penalty 2955.158313 = -769972.082607
  nChanged 10
		SP:Iteration 37Q (50450.560000 sec): 3 clusters
  Score: Raw -772928.431354 + Penalty 2955.158313 = -769973.273041
  nChanged 10
		SP:Iteration 38Q (50450.700000 sec): 3 clusters
  Score: Raw -772929.782079 + Penalty 2955.158313 = -769974.623767
  nChanged 11
		SP:Iteration 39Q (50450.900000 sec): 3 clusters
  Score: Raw -772931.003982 + Penalty 2955.158313 = -769975.845670
  nChanged 10
		SP:Iteration 40F (50451.080000 sec): 3 clusters
  Score: Raw -772932.332301 + Penalty 2955.158313 = -769977.173988
  nChanged 16
		SP:Iteration 41Q (50451.250000 sec): 3 clusters
  Score: Raw -772934.318537 + Penalty 2955.158313 = -769979.160224
  nChanged 14
		SP:Iteration 42Q (50451.420000 sec): 3 clusters
  Score: Raw -772936.276474 + Penalty 2955.158313 = -769981.118162
  nChanged 10
		SP:Iteration 43Q (50451.590000 sec): 3 clusters
  Score: Raw -772937.218842 + Penalty 2955.158313 = -769982.060529
  nChanged 7
		SP:Iteration 44Q (50451.780000 sec): 3 clusters
  Score: Raw -772937.831278 + Penalty 2955.158313 = -769982.672966
  nChanged 4
		SP:Iteration 45Q (50451.970000 sec): 3 clusters
  Score: Raw -772938.344351 + Penalty 2955.158313 = -769983.186038
  nChanged 6
		SP:Iteration 46Q (50452.180000 sec): 3 clusters
  Score: Raw -772938.992149 + Penalty 2955.158313 = -769983.833837
  nChanged 5
		SP:Iteration 47Q (50452.380000 sec): 3 clusters
  Score: Raw -772939.565488 + Penalty 2955.158313 = -769984.407176
  nChanged 6
		SP:Iteration 48Q (50452.550000 sec): 3 clusters
  Score: Raw -772940.185338 + Penalty 2955.158313 = -769985.027025
  nChanged 3
		SP:Iteration 49Q (50452.720000 sec): 3 clusters
  Score: Raw -772940.547091 + Penalty 2955.158313 = -769985.388779
  nChanged 6
		SP:Iteration 50Q (50452.940000 sec): 3 clusters
  Score: Raw -772941.170681 + Penalty 2955.158313 = -769986.012369
  nChanged 4
		SP:Iteration 51Q (50453.140000 sec): 3 clusters
  Score: Raw -772941.478247 + Penalty 2955.158313 = -769986.319934
  nChanged 5
		SP:Iteration 52Q (50453.310000 sec): 3 clusters
  Score: Raw -772941.922667 + Penalty 2955.158313 = -769986.764354
  nChanged 5
		SP:Iteration 53Q (50453.480000 sec): 3 clusters
  Score: Raw -772942.378808 + Penalty 2955.158313 = -769987.220496
  nChanged 2
		SP:Iteration 54Q (50453.730000 sec): 3 clusters
  Score: Raw -772942.540714 + Penalty 2955.158313 = -769987.382401
  nChanged 0
		SP:Iteration 55F (50453.950000 sec): 3 clusters
  Score: Raw -772942.540714 + Penalty 2955.158313 = -769987.382401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 94 (674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50454.010000 sec): 2 clusters
  Score: Raw -48651.462371 + Penalty 1058.399893 = -47593.062478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50454.130000 sec): 3 clusters
  Score: Raw -48541.968644 + Penalty 2116.799786 = -46425.168858
  nChanged 176
		SP:Iteration 1F (50454.290000 sec): 3 clusters
  Score: Raw -48732.950104 + Penalty 2116.799786 = -46616.150318
  nChanged 41
		SP:Iteration 2F (50454.450000 sec): 3 clusters
  Score: Raw -48784.659767 + Penalty 2116.799786 = -46667.859981
  nChanged 27
		SP:Iteration 3Q (50454.610000 sec): 3 clusters
  Score: Raw -48823.245971 + Penalty 2116.799786 = -46706.446185
  nChanged 15
		SP:Iteration 4Q (50454.770000 sec): 3 clusters
  Score: Raw -48842.346832 + Penalty 2116.799786 = -46725.547046
  nChanged 7
		SP:Iteration 5Q (50454.930000 sec): 3 clusters
  Score: Raw -48849.843839 + Penalty 2116.799786 = -46733.044053
  nChanged 4
		SP:Iteration 6Q (50455.090000 sec): 3 clusters
  Score: Raw -48855.697415 + Penalty 2116.799786 = -46738.897629
  nChanged 2
		SP:Iteration 7Q (50455.250000 sec): 3 clusters
  Score: Raw -48862.246502 + Penalty 2116.799786 = -46745.446716
  nChanged 3
		SP:Iteration 8Q (50455.410000 sec): 3 clusters
  Score: Raw -48863.640508 + Penalty 2116.799786 = -46746.840722
  nChanged 2
		SP:Iteration 9Q (50455.570000 sec): 3 clusters
  Score: Raw -48866.503439 + Penalty 2116.799786 = -46749.703653
  nChanged 3
		SP:Iteration 10Q (50455.730000 sec): 3 clusters
  Score: Raw -48869.778509 + Penalty 2116.799786 = -46752.978723
  nChanged 1
		SP:Iteration 11Q (50455.890000 sec): 3 clusters
  Score: Raw -48877.508494 + Penalty 2116.799786 = -46760.708708
  nChanged 2
		SP:Iteration 12Q (50456.050000 sec): 3 clusters
  Score: Raw -48879.712174 + Penalty 2116.799786 = -46762.912388
  nChanged 2
		SP:Iteration 13Q (50456.210000 sec): 3 clusters
  Score: Raw -48882.256581 + Penalty 2116.799786 = -46765.456795
  nChanged 1
		SP:Iteration 14Q (50456.370000 sec): 3 clusters
  Score: Raw -48883.622908 + Penalty 2116.799786 = -46766.823122
  nChanged 0
		SP:Iteration 15F (50456.530000 sec): 3 clusters
  Score: Raw -48883.622908 + Penalty 2116.799786 = -46766.823122
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 95 (2615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50456.640000 sec): 2 clusters
  Score: Raw -215001.037840 + Penalty 1278.715649 = -213722.322191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50456.790000 sec): 3 clusters
  Score: Raw -213815.815254 + Penalty 2557.431297 = -211258.383957
  nChanged 987
		SP:Iteration 1F (50456.940000 sec): 3 clusters
  Score: Raw -214435.395123 + Penalty 2557.431297 = -211877.963826
  nChanged 204
		SP:Iteration 2F (50457.080000 sec): 3 clusters
  Score: Raw -214582.867997 + Penalty 2557.431297 = -212025.436700
  nChanged 166
		SP:Iteration 3F (50457.230000 sec): 3 clusters
  Score: Raw -214696.845729 + Penalty 2557.431297 = -212139.414432
  nChanged 123
		SP:Iteration 4Q (50457.370000 sec): 3 clusters
  Score: Raw -214791.650701 + Penalty 2557.431297 = -212234.219404
  nChanged 103
		SP:Iteration 5Q (50457.510000 sec): 3 clusters
  Score: Raw -214870.395747 + Penalty 2557.431297 = -212312.964450
  nChanged 83
		SP:Iteration 6Q (50457.650000 sec): 3 clusters
  Score: Raw -214942.434218 + Penalty 2557.431297 = -212385.002921
  nChanged 74
		SP:Iteration 7Q (50457.790000 sec): 3 clusters
  Score: Raw -215001.139372 + Penalty 2557.431297 = -212443.708075
  nChanged 78
		SP:Iteration 8Q (50457.940000 sec): 3 clusters
  Score: Raw -215069.103190 + Penalty 2557.431297 = -212511.671893
  nChanged 70
		SP:Iteration 9Q (50458.080000 sec): 3 clusters
  Score: Raw -215129.034855 + Penalty 2557.431297 = -212571.603558
  nChanged 66
		SP:Iteration 10Q (50458.230000 sec): 3 clusters
  Score: Raw -215177.857369 + Penalty 2557.431297 = -212620.426072
  nChanged 56
		SP:Iteration 11Q (50458.370000 sec): 3 clusters
  Score: Raw -215221.984064 + Penalty 2557.431297 = -212664.552766
  nChanged 63
		SP:Iteration 12Q (50458.510000 sec): 3 clusters
  Score: Raw -215271.089120 + Penalty 2557.431297 = -212713.657823
  nChanged 58
		SP:Iteration 13Q (50458.650000 sec): 3 clusters
  Score: Raw -215310.793715 + Penalty 2557.431297 = -212753.362418
  nChanged 48
		SP:Iteration 14Q (50458.800000 sec): 3 clusters
  Score: Raw -215344.874570 + Penalty 2557.431297 = -212787.443273
  nChanged 43
		SP:Iteration 15Q (50458.940000 sec): 3 clusters
  Score: Raw -215371.516099 + Penalty 2557.431297 = -212814.084802
  nChanged 35
		SP:Iteration 16Q (50459.080000 sec): 3 clusters
  Score: Raw -215389.134857 + Penalty 2557.431297 = -212831.703559
  nChanged 25
		SP:Iteration 17Q (50459.230000 sec): 3 clusters
  Score: Raw -215403.069835 + Penalty 2557.431297 = -212845.638538
  nChanged 34
		SP:Iteration 18Q (50459.370000 sec): 3 clusters
  Score: Raw -215420.685725 + Penalty 2557.431297 = -212863.254427
  nChanged 22
		SP:Iteration 19Q (50459.510000 sec): 3 clusters
  Score: Raw -215433.184113 + Penalty 2557.431297 = -212875.752816
  nChanged 18
		SP:Iteration 20F (50459.650000 sec): 3 clusters
  Score: Raw -215445.081248 + Penalty 2557.431297 = -212887.649951
  nChanged 16
		SP:Iteration 21Q (50459.800000 sec): 3 clusters
  Score: Raw -215454.667122 + Penalty 2557.431297 = -212897.235824
  nChanged 19
		SP:Iteration 22Q (50459.940000 sec): 3 clusters
  Score: Raw -215463.828102 + Penalty 2557.431297 = -212906.396805
  nChanged 11
		SP:Iteration 23Q (50460.080000 sec): 3 clusters
  Score: Raw -215467.991056 + Penalty 2557.431297 = -212910.559759
  nChanged 6
		SP:Iteration 24Q (50460.230000 sec): 3 clusters
  Score: Raw -215469.984009 + Penalty 2557.431297 = -212912.552712
  nChanged 1
		SP:Iteration 25Q (50460.370000 sec): 3 clusters
  Score: Raw -215470.101908 + Penalty 2557.431297 = -212912.670610
  nChanged 0
		SP:Iteration 26F (50460.510000 sec): 3 clusters
  Score: Raw -215470.101908 + Penalty 2557.431297 = -212912.670610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 96 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50460.570000 sec): 2 clusters
  Score: Raw -109722.852924 + Penalty 1166.513641 = -108556.339283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50460.730000 sec): 3 clusters
  Score: Raw -109292.330529 + Penalty 2333.027282 = -106959.303246
  nChanged 402
		SP:Iteration 1F (50460.900000 sec): 3 clusters
  Score: Raw -109649.741527 + Penalty 2333.027282 = -107316.714245
  nChanged 95
		SP:Iteration 2F (50461.080000 sec): 3 clusters
  Score: Raw -109754.507010 + Penalty 2333.027282 = -107421.479727
  nChanged 60
		SP:Iteration 3Q (50461.250000 sec): 3 clusters
  Score: Raw -109810.083890 + Penalty 2333.027282 = -107477.056608
  nChanged 38
		SP:Iteration 4Q (50461.430000 sec): 3 clusters
  Score: Raw -109854.222370 + Penalty 2333.027282 = -107521.195087
  nChanged 33
		SP:Iteration 5Q (50461.610000 sec): 3 clusters
  Score: Raw -109898.092700 + Penalty 2333.027282 = -107565.065418
  nChanged 28
		SP:Iteration 6Q (50461.770000 sec): 3 clusters
  Score: Raw -109940.951656 + Penalty 2333.027282 = -107607.924374
  nChanged 27
		SP:Iteration 7Q (50461.950000 sec): 3 clusters
  Score: Raw -109977.047074 + Penalty 2333.027282 = -107644.019792
  nChanged 21
		SP:Iteration 8Q (50462.130000 sec): 3 clusters
  Score: Raw -110000.775417 + Penalty 2333.027282 = -107667.748135
  nChanged 18
		SP:Iteration 9Q (50462.300000 sec): 3 clusters
  Score: Raw -110020.632277 + Penalty 2333.027282 = -107687.604995
  nChanged 16
		SP:Iteration 10Q (50462.480000 sec): 3 clusters
  Score: Raw -110033.477059 + Penalty 2333.027282 = -107700.449777
  nChanged 10
		SP:Iteration 11Q (50462.650000 sec): 3 clusters
  Score: Raw -110040.730552 + Penalty 2333.027282 = -107707.703270
  nChanged 5
		SP:Iteration 12Q (50462.830000 sec): 3 clusters
  Score: Raw -110048.226579 + Penalty 2333.027282 = -107715.199297
  nChanged 7
		SP:Iteration 13Q (50463.010000 sec): 3 clusters
  Score: Raw -110053.251187 + Penalty 2333.027282 = -107720.223905
  nChanged 3
		SP:Iteration 14Q (50463.180000 sec): 3 clusters
  Score: Raw -110057.030457 + Penalty 2333.027282 = -107724.003175
  nChanged 7
		SP:Iteration 15Q (50463.360000 sec): 3 clusters
  Score: Raw -110062.809806 + Penalty 2333.027282 = -107729.782524
  nChanged 5
		SP:Iteration 16Q (50463.530000 sec): 3 clusters
  Score: Raw -110066.260307 + Penalty 2333.027282 = -107733.233024
  nChanged 3
		SP:Iteration 17Q (50463.710000 sec): 3 clusters
  Score: Raw -110067.442849 + Penalty 2333.027282 = -107734.415567
  nChanged 0
		SP:Iteration 18F (50463.890000 sec): 3 clusters
  Score: Raw -110067.442849 + Penalty 2333.027282 = -107734.415567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 97 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50463.970000 sec): 2 clusters
  Score: Raw -44985.459346 + Penalty 1025.951558 = -43959.507789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50464.150000 sec): 3 clusters
  Score: Raw -44904.266422 + Penalty 2051.903115 = -42852.363307
  nChanged 141
		SP:Iteration 1F (50464.320000 sec): 3 clusters
  Score: Raw -45129.077524 + Penalty 2051.903115 = -43077.174409
  nChanged 35
		SP:Iteration 2F (50464.490000 sec): 3 clusters
  Score: Raw -45195.978241 + Penalty 2051.903115 = -43144.075126
  nChanged 22
		SP:Iteration 3Q (50464.670000 sec): 3 clusters
  Score: Raw -45242.389599 + Penalty 2051.903115 = -43190.486483
  nChanged 17
		SP:Iteration 4Q (50464.850000 sec): 3 clusters
  Score: Raw -45297.456530 + Penalty 2051.903115 = -43245.553415
  nChanged 16
		SP:Iteration 5Q (50465.020000 sec): 3 clusters
  Score: Raw -45323.567091 + Penalty 2051.903115 = -43271.663976
  nChanged 7
		SP:Iteration 6Q (50465.200000 sec): 3 clusters
  Score: Raw -45337.643819 + Penalty 2051.903115 = -43285.740704
  nChanged 5
		SP:Iteration 7Q (50465.370000 sec): 3 clusters
  Score: Raw -45344.056796 + Penalty 2051.903115 = -43292.153681
  nChanged 6
		SP:Iteration 8Q (50465.550000 sec): 3 clusters
  Score: Raw -45354.411739 + Penalty 2051.903115 = -43302.508623
  nChanged 5
		SP:Iteration 9Q (50465.710000 sec): 3 clusters
  Score: Raw -45364.119643 + Penalty 2051.903115 = -43312.216528
  nChanged 0
		SP:Iteration 10F (50465.870000 sec): 3 clusters
  Score: Raw -45364.119643 + Penalty 2051.903115 = -43312.216528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 98 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50465.950000 sec): 2 clusters
  Score: Raw -74989.933259 + Penalty 1106.109771 = -73883.823488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50466.110000 sec): 3 clusters
  Score: Raw -74703.088778 + Penalty 2212.219542 = -72490.869236
  nChanged 271
		SP:Iteration 1F (50466.270000 sec): 3 clusters
  Score: Raw -74964.980973 + Penalty 2212.219542 = -72752.761431
  nChanged 60
		SP:Iteration 2F (50466.430000 sec): 3 clusters
  Score: Raw -75037.822565 + Penalty 2212.219542 = -72825.603023
  nChanged 26
		SP:Iteration 3Q (50466.590000 sec): 3 clusters
  Score: Raw -75064.476698 + Penalty 2212.219542 = -72852.257155
  nChanged 21
		SP:Iteration 4Q (50466.750000 sec): 3 clusters
  Score: Raw -75094.403648 + Penalty 2212.219542 = -72882.184105
  nChanged 16
		SP:Iteration 5Q (50466.910000 sec): 3 clusters
  Score: Raw -75115.324669 + Penalty 2212.219542 = -72903.105126
  nChanged 18
		SP:Iteration 6Q (50467.070000 sec): 3 clusters
  Score: Raw -75137.874661 + Penalty 2212.219542 = -72925.655119
  nChanged 13
		SP:Iteration 7Q (50467.230000 sec): 3 clusters
  Score: Raw -75151.667275 + Penalty 2212.219542 = -72939.447733
  nChanged 6
		SP:Iteration 8Q (50467.390000 sec): 3 clusters
  Score: Raw -75156.769641 + Penalty 2212.219542 = -72944.550099
  nChanged 4
		SP:Iteration 9Q (50467.550000 sec): 3 clusters
  Score: Raw -75159.685816 + Penalty 2212.219542 = -72947.466274
  nChanged 2
		SP:Iteration 10Q (50467.710000 sec): 3 clusters
  Score: Raw -75161.529728 + Penalty 2212.219542 = -72949.310186
  nChanged 1
		SP:Iteration 11Q (50467.870000 sec): 3 clusters
  Score: Raw -75162.029778 + Penalty 2212.219542 = -72949.810236
  nChanged 0
		SP:Iteration 12F (50468.030000 sec): 3 clusters
  Score: Raw -75162.029778 + Penalty 2212.219542 = -72949.810236
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 99 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50468.110000 sec): 2 clusters
  Score: Raw -18388.586923 + Penalty 891.952381 = -17496.634542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50468.270000 sec): 3 clusters
  Score: Raw -18485.876869 + Penalty 1783.904761 = -16701.972108
  nChanged 45
		SP:Iteration 1F (50468.430000 sec): 3 clusters
  Score: Raw -18570.625906 + Penalty 1783.904761 = -16786.721145
  nChanged 10
		SP:Iteration 2Q (50468.590000 sec): 3 clusters
  Score: Raw -18605.587317 + Penalty 1783.904761 = -16821.682556
  nChanged 6
		SP:Iteration 3Q (50468.750000 sec): 3 clusters
  Score: Raw -18619.791674 + Penalty 1783.904761 = -16835.886913
  nChanged 0
		SP:Iteration 4F (50468.910000 sec): 3 clusters
  Score: Raw -18619.791674 + Penalty 1783.904761 = -16835.886913
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 100 (4092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50468.990000 sec): 2 clusters
  Score: Raw -336226.514068 + Penalty 1351.478233 = -334875.035835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50469.170000 sec): 3 clusters
  Score: Raw -334164.680631 + Penalty 2702.956466 = -331461.724165
  nChanged 1585
		SP:Iteration 1F (50469.340000 sec): 3 clusters
  Score: Raw -335027.221534 + Penalty 2702.956466 = -332324.265068
  nChanged 280
		SP:Iteration 2F (50469.510000 sec): 3 clusters
  Score: Raw -335172.497382 + Penalty 2702.956466 = -332469.540915
  nChanged 228
		SP:Iteration 3F (50469.690000 sec): 3 clusters
  Score: Raw -335302.487686 + Penalty 2702.956466 = -332599.531219
  nChanged 191
		SP:Iteration 4Q (50469.860000 sec): 3 clusters
  Score: Raw -335417.824155 + Penalty 2702.956466 = -332714.867688
  nChanged 182
		SP:Iteration 5Q (50470.030000 sec): 3 clusters
  Score: Raw -335515.518023 + Penalty 2702.956466 = -332812.561556
  nChanged 146
		SP:Iteration 6Q (50470.210000 sec): 3 clusters
  Score: Raw -335596.046332 + Penalty 2702.956466 = -332893.089866
  nChanged 134
		SP:Iteration 7Q (50470.380000 sec): 3 clusters
  Score: Raw -335660.328980 + Penalty 2702.956466 = -332957.372513
  nChanged 109
		SP:Iteration 8Q (50470.550000 sec): 3 clusters
  Score: Raw -335713.686189 + Penalty 2702.956466 = -333010.729723
  nChanged 103
		SP:Iteration 9Q (50470.730000 sec): 3 clusters
  Score: Raw -335769.575992 + Penalty 2702.956466 = -333066.619526
  nChanged 114
		SP:Iteration 10Q (50470.900000 sec): 3 clusters
  Score: Raw -335829.256663 + Penalty 2702.956466 = -333126.300197
  nChanged 123
		SP:Iteration 11Q (50471.070000 sec): 3 clusters
  Score: Raw -335902.465999 + Penalty 2702.956466 = -333199.509533
  nChanged 123
		SP:Iteration 12Q (50471.250000 sec): 3 clusters
  Score: Raw -335972.527196 + Penalty 2702.956466 = -333269.570730
  nChanged 127
		SP:Iteration 13Q (50471.420000 sec): 3 clusters
  Score: Raw -336039.024498 + Penalty 2702.956466 = -333336.068031
  nChanged 96
		SP:Iteration 14Q (50471.590000 sec): 3 clusters
  Score: Raw -336088.344155 + Penalty 2702.956466 = -333385.387689
  nChanged 91
		SP:Iteration 15Q (50471.770000 sec): 3 clusters
  Score: Raw -336131.476278 + Penalty 2702.956466 = -333428.519812
  nChanged 80
		SP:Iteration 16Q (50471.850000 sec): 3 clusters
  Score: Raw -336175.093431 + Penalty 2702.956466 = -333472.136964
  nChanged 81
		SP:Iteration 17Q (50472.030000 sec): 3 clusters
  Score: Raw -336220.903913 + Penalty 2702.956466 = -333517.947447
  nChanged 80
		SP:Iteration 18Q (50472.210000 sec): 3 clusters
  Score: Raw -336267.339815 + Penalty 2702.956466 = -333564.383349
  nChanged 60
		SP:Iteration 19Q (50472.380000 sec): 3 clusters
  Score: Raw -336303.498905 + Penalty 2702.956466 = -333600.542439
  nChanged 54
		SP:Iteration 20F (50472.550000 sec): 3 clusters
  Score: Raw -336338.298119 + Penalty 2702.956466 = -333635.341652
  nChanged 37
		SP:Iteration 21Q (50472.730000 sec): 3 clusters
  Score: Raw -336367.547108 + Penalty 2702.956466 = -333664.590642
  nChanged 37
		SP:Iteration 22Q (50472.900000 sec): 3 clusters
  Score: Raw -336389.021223 + Penalty 2702.956466 = -333686.064757
  nChanged 29
		SP:Iteration 23Q (50473.080000 sec): 3 clusters
  Score: Raw -336402.803441 + Penalty 2702.956466 = -333699.846974
  nChanged 23
		SP:Iteration 24Q (50473.250000 sec): 3 clusters
  Score: Raw -336415.139153 + Penalty 2702.956466 = -333712.182687
  nChanged 25
		SP:Iteration 25Q (50473.420000 sec): 3 clusters
  Score: Raw -336433.851669 + Penalty 2702.956466 = -333730.895203
  nChanged 23
		SP:Iteration 26Q (50473.600000 sec): 3 clusters
  Score: Raw -336446.307923 + Penalty 2702.956466 = -333743.351456
  nChanged 21
		SP:Iteration 27Q (50473.770000 sec): 3 clusters
  Score: Raw -336461.895613 + Penalty 2702.956466 = -333758.939146
  nChanged 18
		SP:Iteration 28Q (50473.940000 sec): 3 clusters
  Score: Raw -336473.761060 + Penalty 2702.956466 = -333770.804594
  nChanged 16
		SP:Iteration 29Q (50474.120000 sec): 3 clusters
  Score: Raw -336486.158044 + Penalty 2702.956466 = -333783.201577
  nChanged 10
		SP:Iteration 30Q (50474.290000 sec): 3 clusters
  Score: Raw -336494.470239 + Penalty 2702.956466 = -333791.513773
  nChanged 4
		SP:Iteration 31Q (50474.480000 sec): 3 clusters
  Score: Raw -336499.005172 + Penalty 2702.956466 = -333796.048705
  nChanged 9
		SP:Iteration 32Q (50474.630000 sec): 3 clusters
  Score: Raw -336509.389813 + Penalty 2702.956466 = -333806.433346
  nChanged 15
		SP:Iteration 33Q (50474.800000 sec): 3 clusters
  Score: Raw -336523.134258 + Penalty 2702.956466 = -333820.177792
  nChanged 18
		SP:Iteration 34Q (50474.970000 sec): 3 clusters
  Score: Raw -336537.887110 + Penalty 2702.956466 = -333834.930644
  nChanged 15
		SP:Iteration 35Q (50475.150000 sec): 3 clusters
  Score: Raw -336547.982866 + Penalty 2702.956466 = -333845.026400
  nChanged 14
		SP:Iteration 36Q (50475.320000 sec): 3 clusters
  Score: Raw -336554.517649 + Penalty 2702.956466 = -333851.561182
  nChanged 10
		SP:Iteration 37Q (50475.490000 sec): 3 clusters
  Score: Raw -336561.075528 + Penalty 2702.956466 = -333858.119062
  nChanged 8
		SP:Iteration 38Q (50475.670000 sec): 3 clusters
  Score: Raw -336567.541303 + Penalty 2702.956466 = -333864.584837
  nChanged 5
		SP:Iteration 39Q (50475.840000 sec): 3 clusters
  Score: Raw -336570.570749 + Penalty 2702.956466 = -333867.614283
  nChanged 4
		SP:Iteration 40F (50476.010000 sec): 3 clusters
  Score: Raw -336572.887299 + Penalty 2702.956466 = -333869.930833
  nChanged 5
		SP:Iteration 41Q (50476.190000 sec): 3 clusters
  Score: Raw -336576.924314 + Penalty 2702.956466 = -333873.967848
  nChanged 3
		SP:Iteration 42Q (50476.360000 sec): 3 clusters
  Score: Raw -336578.858953 + Penalty 2702.956466 = -333875.902486
  nChanged 3
		SP:Iteration 43Q (50476.540000 sec): 3 clusters
  Score: Raw -336580.533821 + Penalty 2702.956466 = -333877.577355
  nChanged 2
		SP:Iteration 44Q (50476.710000 sec): 3 clusters
  Score: Raw -336581.410805 + Penalty 2702.956466 = -333878.454339
  nChanged 1
		SP:Iteration 45Q (50476.880000 sec): 3 clusters
  Score: Raw -336582.599990 + Penalty 2702.956466 = -333879.643524
  nChanged 2
		SP:Iteration 46Q (50477.060000 sec): 3 clusters
  Score: Raw -336584.268898 + Penalty 2702.956466 = -333881.312432
  nChanged 1
		SP:Iteration 47Q (50477.230000 sec): 3 clusters
  Score: Raw -336584.622905 + Penalty 2702.956466 = -333881.666439
  nChanged 1
		SP:Iteration 48Q (50477.410000 sec): 3 clusters
  Score: Raw -336584.883246 + Penalty 2702.956466 = -333881.926780
  nChanged 2
		SP:Iteration 49Q (50477.580000 sec): 3 clusters
  Score: Raw -336585.689782 + Penalty 2702.956466 = -333882.733316
  nChanged 2
		SP:Iteration 50Q (50477.770000 sec): 3 clusters
  Score: Raw -336586.379011 + Penalty 2702.956466 = -333883.422545
  nChanged 1
		SP:Iteration 51Q (50477.930000 sec): 3 clusters
  Score: Raw -336586.673491 + Penalty 2702.956466 = -333883.717025
  nChanged 0
		SP:Iteration 52F (50478.100000 sec): 3 clusters
  Score: Raw -336586.673491 + Penalty 2702.956466 = -333883.717025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 101 (1088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50478.180000 sec): 2 clusters
  Score: Raw -89807.040245 + Penalty 1136.215669 = -88670.824576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50478.360000 sec): 3 clusters
  Score: Raw -89446.847266 + Penalty 2272.431339 = -87174.415927
  nChanged 321
		SP:Iteration 1F (50478.530000 sec): 3 clusters
  Score: Raw -89700.371773 + Penalty 2272.431339 = -87427.940434
  nChanged 73
		SP:Iteration 2F (50478.700000 sec): 3 clusters
  Score: Raw -89770.816059 + Penalty 2272.431339 = -87498.384720
  nChanged 48
		SP:Iteration 3Q (50478.880000 sec): 3 clusters
  Score: Raw -89820.048259 + Penalty 2272.431339 = -87547.616920
  nChanged 33
		SP:Iteration 4Q (50479.050000 sec): 3 clusters
  Score: Raw -89858.422210 + Penalty 2272.431339 = -87585.990871
  nChanged 27
		SP:Iteration 5Q (50479.220000 sec): 3 clusters
  Score: Raw -89886.980636 + Penalty 2272.431339 = -87614.549297
  nChanged 28
		SP:Iteration 6Q (50479.400000 sec): 3 clusters
  Score: Raw -89916.146413 + Penalty 2272.431339 = -87643.715074
  nChanged 23
		SP:Iteration 7Q (50479.570000 sec): 3 clusters
  Score: Raw -89938.409123 + Penalty 2272.431339 = -87665.977784
  nChanged 18
		SP:Iteration 8Q (50479.750000 sec): 3 clusters
  Score: Raw -89956.343809 + Penalty 2272.431339 = -87683.912470
  nChanged 16
		SP:Iteration 9Q (50479.920000 sec): 3 clusters
  Score: Raw -89969.706928 + Penalty 2272.431339 = -87697.275589
  nChanged 10
		SP:Iteration 10Q (50480.090000 sec): 3 clusters
  Score: Raw -89977.591307 + Penalty 2272.431339 = -87705.159968
  nChanged 7
		SP:Iteration 11Q (50480.270000 sec): 3 clusters
  Score: Raw -89985.735214 + Penalty 2272.431339 = -87713.303875
  nChanged 7
		SP:Iteration 12Q (50480.440000 sec): 3 clusters
  Score: Raw -89991.952198 + Penalty 2272.431339 = -87719.520859
  nChanged 6
		SP:Iteration 13Q (50480.610000 sec): 3 clusters
  Score: Raw -89997.470555 + Penalty 2272.431339 = -87725.039216
  nChanged 5
		SP:Iteration 14Q (50480.790000 sec): 3 clusters
  Score: Raw -90002.458612 + Penalty 2272.431339 = -87730.027273
  nChanged 3
		SP:Iteration 15Q (50480.960000 sec): 3 clusters
  Score: Raw -90005.757051 + Penalty 2272.431339 = -87733.325712
  nChanged 3
		SP:Iteration 16Q (50481.130000 sec): 3 clusters
  Score: Raw -90008.565373 + Penalty 2272.431339 = -87736.134035
  nChanged 2
		SP:Iteration 17Q (50481.310000 sec): 3 clusters
  Score: Raw -90010.163419 + Penalty 2272.431339 = -87737.732080
  nChanged 1
		SP:Iteration 18Q (50481.480000 sec): 3 clusters
  Score: Raw -90012.280961 + Penalty 2272.431339 = -87739.849622
  nChanged 2
		SP:Iteration 19Q (50481.650000 sec): 3 clusters
  Score: Raw -90014.238246 + Penalty 2272.431339 = -87741.806907
  nChanged 5
		SP:Iteration 20F (50481.830000 sec): 3 clusters
  Score: Raw -90019.218246 + Penalty 2272.431339 = -87746.786907
  nChanged 6
		SP:Iteration 21Q (50482.000000 sec): 3 clusters
  Score: Raw -90028.433436 + Penalty 2272.431339 = -87756.002097
  nChanged 5
		SP:Iteration 22Q (50482.170000 sec): 3 clusters
  Score: Raw -90035.268593 + Penalty 2272.431339 = -87762.837254
  nChanged 10
		SP:Iteration 23Q (50482.350000 sec): 3 clusters
  Score: Raw -90050.039070 + Penalty 2272.431339 = -87777.607731
  nChanged 8
		SP:Iteration 24Q (50482.520000 sec): 3 clusters
  Score: Raw -90057.353383 + Penalty 2272.431339 = -87784.922044
  nChanged 6
		SP:Iteration 25Q (50482.690000 sec): 3 clusters
  Score: Raw -90067.230084 + Penalty 2272.431339 = -87794.798745
  nChanged 4
		SP:Iteration 26Q (50482.870000 sec): 3 clusters
  Score: Raw -90072.147636 + Penalty 2272.431339 = -87799.716297
  nChanged 4
		SP:Iteration 27Q (50483.040000 sec): 3 clusters
  Score: Raw -90074.845716 + Penalty 2272.431339 = -87802.414377
  nChanged 2
		SP:Iteration 28Q (50483.210000 sec): 3 clusters
  Score: Raw -90076.951354 + Penalty 2272.431339 = -87804.520016
  nChanged 1
		SP:Iteration 29Q (50483.390000 sec): 3 clusters
  Score: Raw -90078.241727 + Penalty 2272.431339 = -87805.810388
  nChanged 1
		SP:Iteration 30Q (50483.560000 sec): 3 clusters
  Score: Raw -90079.363914 + Penalty 2272.431339 = -87806.932575
  nChanged 0
		SP:Iteration 31F (50483.730000 sec): 3 clusters
  Score: Raw -90079.363914 + Penalty 2272.431339 = -87806.932575
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.30 GB.

 Trying to split cluster 102 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50483.820000 sec): 2 clusters
  Score: Raw -21443.788737 + Penalty 942.352556 = -20501.436181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50483.990000 sec): 3 clusters
  Score: Raw -21481.974095 + Penalty 1884.705113 = -19597.268982
  nChanged 64
		SP:Iteration 1F (50484.170000 sec): 3 clusters
  Score: Raw -21600.038430 + Penalty 1884.705113 = -19715.333317
  nChanged 18
		SP:Iteration 2F (50484.340000 sec): 3 clusters
  Score: Raw -21660.600548 + Penalty 1884.705113 = -19775.895435
  nChanged 13
		SP:Iteration 3Q (50484.510000 sec): 3 clusters
  Score: Raw -21691.305710 + Penalty 1884.705113 = -19806.600597
  nChanged 6
		SP:Iteration 4Q (50484.690000 sec): 3 clusters
  Score: Raw -21700.075006 + Penalty 1884.705113 = -19815.369893
  nChanged 4
		SP:Iteration 5Q (50484.860000 sec): 3 clusters
  Score: Raw -21711.428344 + Penalty 1884.705113 = -19826.723232
  nChanged 4
		SP:Iteration 6Q (50485.030000 sec): 3 clusters
  Score: Raw -21732.325265 + Penalty 1884.705113 = -19847.620153
  nChanged 2
		SP:Iteration 7Q (50485.210000 sec): 3 clusters
  Score: Raw -21741.068793 + Penalty 1884.705113 = -19856.363681
  nChanged 3
		SP:Iteration 8Q (50485.380000 sec): 3 clusters
  Score: Raw -21755.931424 + Penalty 1884.705113 = -19871.226312
  nChanged 4
		SP:Iteration 9Q (50485.550000 sec): 3 clusters
  Score: Raw -21767.425182 + Penalty 1884.705113 = -19882.720069
  nChanged 5
		SP:Iteration 10Q (50485.730000 sec): 3 clusters
  Score: Raw -21783.859232 + Penalty 1884.705113 = -19899.154119
  nChanged 4
		SP:Iteration 11Q (50485.900000 sec): 3 clusters
  Score: Raw -21814.592130 + Penalty 1884.705113 = -19929.887017
  nChanged 4
		SP:Iteration 12Q (50486.080000 sec): 3 clusters
  Score: Raw -21834.041322 + Penalty 1884.705113 = -19949.336209
  nChanged 1
		SP:Iteration 13Q (50486.250000 sec): 3 clusters
  Score: Raw -21845.379858 + Penalty 1884.705113 = -19960.674746
  nChanged 1
		SP:Iteration 14Q (50486.420000 sec): 3 clusters
  Score: Raw -21864.552795 + Penalty 1884.705113 = -19979.847682
  nChanged 2
		SP:Iteration 15Q (50486.600000 sec): 3 clusters
  Score: Raw -21875.649449 + Penalty 1884.705113 = -19990.944336
  nChanged 2
		SP:Iteration 16Q (50486.770000 sec): 3 clusters
  Score: Raw -21878.878140 + Penalty 1884.705113 = -19994.173028
  nChanged 0
		SP:Iteration 17F (50486.940000 sec): 3 clusters
  Score: Raw -21878.878140 + Penalty 1884.705113 = -19994.173028
  nChanged 0
------ Evaluating fit on full set of 1358335 points ------
  Score: Raw -104628062.254487 + Penalty 234068.341777 = -104393993.912710
Time taken for this iteration:31148.410000 seconds.
 21->103 Clusters: Score -104393993.912710, best is -104392225.280409
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 61709 (time per iteration =170.525870 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 502748236224.000000 (time per metric unit =20.930916ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 12065957669376.000000 (time per metric unit=872.121485ps)

That took 10522.980918 seconds.
